warning: commands will be executed using /bin/sh
job 2084 at Tue Mar 11 11:29:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140310/YutaMouse20-140310/YutaMouse20-140310
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 3639907 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1213302 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 63611 members 
Mstep: Class 3 contains 63873 members 
Mstep: Class 4 contains 63451 members 
Mstep: Class 5 contains 63938 members 
Mstep: Class 6 contains 63791 members 
Mstep: Class 7 contains 64086 members 
Mstep: Class 8 contains 63687 members 
Mstep: Class 9 contains 63910 members 
Mstep: Class 10 contains 63820 members 
Mstep: Class 11 contains 64086 members 
Mstep: Class 12 contains 63753 members 
Mstep: Class 13 contains 63900 members 
Mstep: Class 14 contains 63625 members 
Mstep: Class 15 contains 63664 members 
Mstep: Class 16 contains 64496 members 
Mstep: Class 17 contains 63778 members 
Mstep: Class 18 contains 63915 members 
Mstep: Class 19 contains 63820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 759.736267 but Gain 3474.195312
Score: -142002656.000000 Penalty: 62535.531250
Iteration 0F: 19 clusters Score -1.420027e+08 nChanged 1148287
Entering Unmasked Mstep 
Mstep: Class 0 contains 3206 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 56471 members 
Mstep: Class 4 contains 38477 members 
Mstep: Class 5 contains 28298 members 
Mstep: Class 6 contains 33727 members 
Mstep: Class 7 contains 35110 members 
Mstep: Class 8 contains 40404 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 36715 members 
Mstep: Class 11 contains 66098 members 
Mstep: Class 12 contains 17137 members 
Mstep: Class 13 contains 13812 members 
Mstep: Class 14 contains 96103 members 
Mstep: Class 15 contains 77700 members 
Mstep: Class 16 contains 52186 members 
Mstep: Class 17 contains 469552 members 
Mstep: Class 18 contains 33839 members 
Mstep: Class 19 contains 67915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147070736.000000 Penalty: 62535.531250
Iteration 1F: 19 clusters Score -1.470707e+08 nChanged 485615
Entering Unmasked Mstep 
Mstep: Class 0 contains 2890 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 79437 members 
Mstep: Class 4 contains 40403 members 
Mstep: Class 5 contains 22134 members 
Mstep: Class 6 contains 19784 members 
Mstep: Class 7 contains 31026 members 
Mstep: Class 8 contains 38615 members 
Mstep: Class 9 contains 6000 members 
Mstep: Class 10 contains 32612 members 
Mstep: Class 11 contains 43334 members 
Mstep: Class 12 contains 17328 members 
Mstep: Class 13 contains 9588 members 
Mstep: Class 14 contains 130868 members 
Mstep: Class 15 contains 98662 members 
Mstep: Class 16 contains 59294 members 
Mstep: Class 17 contains 473588 members 
Mstep: Class 18 contains 17683 members 
Mstep: Class 19 contains 60946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148405024.000000 Penalty: 62535.531250
Iteration 2F: 19 clusters Score -1.48405e+08 nChanged 361731
Entering Unmasked Mstep 
Mstep: Class 0 contains 2472 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 115290 members 
Mstep: Class 4 contains 46925 members 
Mstep: Class 5 contains 22212 members 
Mstep: Class 6 contains 13022 members 
Mstep: Class 7 contains 33520 members 
Mstep: Class 8 contains 54769 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 10 contains 36093 members 
Mstep: Class 11 contains 30985 members 
Mstep: Class 12 contains 25044 members 
Mstep: Class 13 contains 8317 members 
Mstep: Class 14 contains 182398 members 
Mstep: Class 15 contains 113781 members 
Mstep: Class 16 contains 64768 members 
Mstep: Class 17 contains 360002 members 
Mstep: Class 18 contains 13399 members 
Mstep: Class 19 contains 65300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149306048.000000 Penalty: 62535.531250
Iteration 3F: 19 clusters Score -1.49306e+08 nChanged 264471
Entering Unmasked Mstep 
Mstep: Class 0 contains 1437 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 147217 members 
Mstep: Class 4 contains 48163 members 
Mstep: Class 5 contains 22303 members 
Mstep: Class 6 contains 13088 members 
Mstep: Class 7 contains 34392 members 
Mstep: Class 8 contains 70815 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 42291 members 
Mstep: Class 11 contains 25157 members 
Mstep: Class 12 contains 31115 members 
Mstep: Class 13 contains 6446 members 
Mstep: Class 14 contains 200801 members 
Mstep: Class 15 contains 121062 members 
Mstep: Class 16 contains 59073 members 
Mstep: Class 17 contains 293112 members 
Mstep: Class 18 contains 11042 members 
Mstep: Class 19 contains 64457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149780128.000000 Penalty: 62535.531250
Iteration 4F: 19 clusters Score -1.497801e+08 nChanged 207518
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 171005 members 
Mstep: Class 4 contains 47521 members 
Mstep: Class 5 contains 20725 members 
Mstep: Class 6 contains 14442 members 
Mstep: Class 7 contains 33325 members 
Mstep: Class 8 contains 81724 members 
Mstep: Class 9 contains 3346 members 
Mstep: Class 10 contains 48888 members 
Mstep: Class 11 contains 22191 members 
Mstep: Class 12 contains 33759 members 
Mstep: Class 13 contains 6029 members 
Mstep: Class 14 contains 205399 members 
Mstep: Class 15 contains 119436 members 
Mstep: Class 16 contains 58978 members 
Mstep: Class 17 contains 249539 members 
Mstep: Class 18 contains 9664 members 
Mstep: Class 19 contains 68873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150038032.000000 Penalty: 62535.531250
Iteration 5F: 19 clusters Score -1.50038e+08 nChanged 147166
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 189863 members 
Mstep: Class 4 contains 45240 members 
Mstep: Class 5 contains 18512 members 
Mstep: Class 6 contains 16276 members 
Mstep: Class 7 contains 30986 members 
Mstep: Class 8 contains 88573 members 
Mstep: Class 9 contains 3115 members 
Mstep: Class 10 contains 55219 members 
Mstep: Class 11 contains 21384 members 
Mstep: Class 12 contains 35071 members 
Mstep: Class 13 contains 6474 members 
Mstep: Class 14 contains 203336 members 
Mstep: Class 15 contains 114000 members 
Mstep: Class 16 contains 63841 members 
Mstep: Class 17 contains 219181 members 
Mstep: Class 18 contains 8867 members 
Mstep: Class 19 contains 74000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150238080.000000 Penalty: 62535.531250
Iteration 6F: 19 clusters Score -1.502381e+08 nChanged 114415
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 192876 members 
Mstep: Class 4 contains 41848 members 
Mstep: Class 5 contains 16843 members 
Mstep: Class 6 contains 18123 members 
Mstep: Class 7 contains 28386 members 
Mstep: Class 8 contains 91209 members 
Mstep: Class 9 contains 3119 members 
Mstep: Class 10 contains 60372 members 
Mstep: Class 11 contains 20761 members 
Mstep: Class 12 contains 36100 members 
Mstep: Class 13 contains 7261 members 
Mstep: Class 14 contains 200242 members 
Mstep: Class 15 contains 108826 members 
Mstep: Class 16 contains 62444 members 
Mstep: Class 17 contains 221450 members 
Mstep: Class 18 contains 8346 members 
Mstep: Class 19 contains 75132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150353680.000000 Penalty: 62535.531250
Iteration 7F: 19 clusters Score -1.503537e+08 nChanged 90668
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 189615 members 
Mstep: Class 4 contains 39826 members 
Mstep: Class 5 contains 16315 members 
Mstep: Class 6 contains 19755 members 
Mstep: Class 7 contains 26076 members 
Mstep: Class 8 contains 92800 members 
Mstep: Class 9 contains 3182 members 
Mstep: Class 10 contains 64401 members 
Mstep: Class 11 contains 20066 members 
Mstep: Class 12 contains 37271 members 
Mstep: Class 13 contains 8131 members 
Mstep: Class 14 contains 200273 members 
Mstep: Class 15 contains 105380 members 
Mstep: Class 16 contains 55451 members 
Mstep: Class 17 contains 227819 members 
Mstep: Class 18 contains 7980 members 
Mstep: Class 19 contains 78903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150413680.000000 Penalty: 62535.531250
Iteration 8F: 19 clusters Score -1.504137e+08 nChanged 69659
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 186625 members 
Mstep: Class 4 contains 39031 members 
Mstep: Class 5 contains 16067 members 
Mstep: Class 6 contains 21066 members 
Mstep: Class 7 contains 24290 members 
Mstep: Class 8 contains 94408 members 
Mstep: Class 9 contains 3218 members 
Mstep: Class 10 contains 67301 members 
Mstep: Class 11 contains 19682 members 
Mstep: Class 12 contains 38319 members 
Mstep: Class 13 contains 9081 members 
Mstep: Class 14 contains 200288 members 
Mstep: Class 15 contains 102720 members 
Mstep: Class 16 contains 47083 members 
Mstep: Class 17 contains 231367 members 
Mstep: Class 18 contains 7720 members 
Mstep: Class 19 contains 84452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150451776.000000 Penalty: 62535.531250
Iteration 9F: 19 clusters Score -1.504518e+08 nChanged 53846
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 183075 members 
Mstep: Class 4 contains 39213 members 
Mstep: Class 5 contains 15964 members 
Mstep: Class 6 contains 22197 members 
Mstep: Class 7 contains 22854 members 
Mstep: Class 8 contains 95898 members 
Mstep: Class 9 contains 3236 members 
Mstep: Class 10 contains 69506 members 
Mstep: Class 11 contains 19657 members 
Mstep: Class 12 contains 39193 members 
Mstep: Class 13 contains 10007 members 
Mstep: Class 14 contains 199719 members 
Mstep: Class 15 contains 100779 members 
Mstep: Class 16 contains 38958 members 
Mstep: Class 17 contains 234220 members 
Mstep: Class 18 contains 7253 members 
Mstep: Class 19 contains 90069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150475760.000000 Penalty: 62535.531250
Iteration 10Q: 19 clusters Score -1.504758e+08 nChanged 43965
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 179157 members 
Mstep: Class 4 contains 39877 members 
Mstep: Class 5 contains 15816 members 
Mstep: Class 6 contains 23084 members 
Mstep: Class 7 contains 21647 members 
Mstep: Class 8 contains 97163 members 
Mstep: Class 9 contains 3243 members 
Mstep: Class 10 contains 71350 members 
Mstep: Class 11 contains 19939 members 
Mstep: Class 12 contains 39800 members 
Mstep: Class 13 contains 10924 members 
Mstep: Class 14 contains 198997 members 
Mstep: Class 15 contains 99455 members 
Mstep: Class 16 contains 31059 members 
Mstep: Class 17 contains 236798 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 95720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150495712.000000 Penalty: 62535.531250
Iteration 11Q: 19 clusters Score -1.504957e+08 nChanged 38097
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 175119 members 
Mstep: Class 4 contains 40675 members 
Mstep: Class 5 contains 15619 members 
Mstep: Class 6 contains 23919 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 98263 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 73205 members 
Mstep: Class 11 contains 20484 members 
Mstep: Class 12 contains 40227 members 
Mstep: Class 13 contains 11744 members 
Mstep: Class 14 contains 198201 members 
Mstep: Class 15 contains 98609 members 
Mstep: Class 16 contains 23874 members 
Mstep: Class 17 contains 239046 members 
Mstep: Class 18 contains 5596 members 
Mstep: Class 19 contains 100910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150515776.000000 Penalty: 62535.531250
Iteration 12Q: 19 clusters Score -1.505158e+08 nChanged 33426
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 171099 members 
Mstep: Class 4 contains 41537 members 
Mstep: Class 5 contains 15282 members 
Mstep: Class 6 contains 24769 members 
Mstep: Class 7 contains 19695 members 
Mstep: Class 8 contains 99007 members 
Mstep: Class 9 contains 3239 members 
Mstep: Class 10 contains 75005 members 
Mstep: Class 11 contains 21060 members 
Mstep: Class 12 contains 40619 members 
Mstep: Class 13 contains 12441 members 
Mstep: Class 14 contains 197405 members 
Mstep: Class 15 contains 97757 members 
Mstep: Class 16 contains 18719 members 
Mstep: Class 17 contains 241245 members 
Mstep: Class 18 contains 4693 members 
Mstep: Class 19 contains 104569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150535488.000000 Penalty: 62535.531250
Iteration 13Q: 19 clusters Score -1.505355e+08 nChanged 29736
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 167302 members 
Mstep: Class 4 contains 42262 members 
Mstep: Class 5 contains 14829 members 
Mstep: Class 6 contains 25500 members 
Mstep: Class 7 contains 19044 members 
Mstep: Class 8 contains 99148 members 
Mstep: Class 9 contains 3239 members 
Mstep: Class 10 contains 76938 members 
Mstep: Class 11 contains 21462 members 
Mstep: Class 12 contains 41003 members 
Mstep: Class 13 contains 12952 members 
Mstep: Class 14 contains 196485 members 
Mstep: Class 15 contains 96953 members 
Mstep: Class 16 contains 17220 members 
Mstep: Class 17 contains 243128 members 
Mstep: Class 18 contains 4023 members 
Mstep: Class 19 contains 105668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150556928.000000 Penalty: 62535.531250
Iteration 14Q: 19 clusters Score -1.505569e+08 nChanged 27957
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 163798 members 
Mstep: Class 4 contains 42748 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 26039 members 
Mstep: Class 7 contains 18665 members 
Mstep: Class 8 contains 98320 members 
Mstep: Class 9 contains 3238 members 
Mstep: Class 10 contains 79068 members 
Mstep: Class 11 contains 21611 members 
Mstep: Class 12 contains 41290 members 
Mstep: Class 13 contains 13320 members 
Mstep: Class 14 contains 195373 members 
Mstep: Class 15 contains 95962 members 
Mstep: Class 16 contains 19228 members 
Mstep: Class 17 contains 244536 members 
Mstep: Class 18 contains 3690 members 
Mstep: Class 19 contains 105127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150574464.000000 Penalty: 62535.531250
Iteration 15Q: 19 clusters Score -1.505745e+08 nChanged 27354
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 161133 members 
Mstep: Class 4 contains 43150 members 
Mstep: Class 5 contains 13960 members 
Mstep: Class 6 contains 26496 members 
Mstep: Class 7 contains 18502 members 
Mstep: Class 8 contains 96790 members 
Mstep: Class 9 contains 3236 members 
Mstep: Class 10 contains 81495 members 
Mstep: Class 11 contains 21605 members 
Mstep: Class 12 contains 41485 members 
Mstep: Class 13 contains 13562 members 
Mstep: Class 14 contains 194506 members 
Mstep: Class 15 contains 94458 members 
Mstep: Class 16 contains 22397 members 
Mstep: Class 17 contains 245391 members 
Mstep: Class 18 contains 3639 members 
Mstep: Class 19 contains 104235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150592416.000000 Penalty: 62535.531250
Iteration 16Q: 19 clusters Score -1.505924e+08 nChanged 26542
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 159451 members 
Mstep: Class 4 contains 43504 members 
Mstep: Class 5 contains 13573 members 
Mstep: Class 6 contains 26918 members 
Mstep: Class 7 contains 18450 members 
Mstep: Class 8 contains 95217 members 
Mstep: Class 9 contains 3235 members 
Mstep: Class 10 contains 84227 members 
Mstep: Class 11 contains 21520 members 
Mstep: Class 12 contains 41510 members 
Mstep: Class 13 contains 13761 members 
Mstep: Class 14 contains 193846 members 
Mstep: Class 15 contains 92369 members 
Mstep: Class 16 contains 25649 members 
Mstep: Class 17 contains 245736 members 
Mstep: Class 18 contains 3656 members 
Mstep: Class 19 contains 103400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150607024.000000 Penalty: 62535.531250
Iteration 17Q: 19 clusters Score -1.50607e+08 nChanged 25571
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 158786 members 
Mstep: Class 4 contains 43885 members 
Mstep: Class 5 contains 13333 members 
Mstep: Class 6 contains 27303 members 
Mstep: Class 7 contains 18434 members 
Mstep: Class 8 contains 93775 members 
Mstep: Class 9 contains 3236 members 
Mstep: Class 10 contains 87207 members 
Mstep: Class 11 contains 21446 members 
Mstep: Class 12 contains 41332 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 14 contains 193484 members 
Mstep: Class 15 contains 89424 members 
Mstep: Class 16 contains 28569 members 
Mstep: Class 17 contains 245743 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 102657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150619680.000000 Penalty: 62535.531250
Iteration 18Q: 19 clusters Score -1.506197e+08 nChanged 24476
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 159096 members 
Mstep: Class 4 contains 44337 members 
Mstep: Class 5 contains 13184 members 
Mstep: Class 6 contains 27647 members 
Mstep: Class 7 contains 18398 members 
Mstep: Class 8 contains 92627 members 
Mstep: Class 9 contains 3238 members 
Mstep: Class 10 contains 90446 members 
Mstep: Class 11 contains 21401 members 
Mstep: Class 12 contains 40981 members 
Mstep: Class 13 contains 14008 members 
Mstep: Class 14 contains 193352 members 
Mstep: Class 15 contains 85756 members 
Mstep: Class 16 contains 30960 members 
Mstep: Class 17 contains 245385 members 
Mstep: Class 18 contains 3645 members 
Mstep: Class 19 contains 101970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150630080.000000 Penalty: 62535.531250
Iteration 19Q: 19 clusters Score -1.506301e+08 nChanged 23026
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 160233 members 
Mstep: Class 4 contains 44964 members 
Mstep: Class 5 contains 13063 members 
Mstep: Class 6 contains 27983 members 
Mstep: Class 7 contains 18313 members 
Mstep: Class 8 contains 91913 members 
Mstep: Class 9 contains 3238 members 
Mstep: Class 10 contains 93888 members 
Mstep: Class 11 contains 21364 members 
Mstep: Class 12 contains 40521 members 
Mstep: Class 13 contains 14072 members 
Mstep: Class 14 contains 193308 members 
Mstep: Class 15 contains 81372 members 
Mstep: Class 16 contains 32758 members 
Mstep: Class 17 contains 244754 members 
Mstep: Class 18 contains 3639 members 
Mstep: Class 19 contains 101333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150644288.000000 Penalty: 62535.531250
Iteration 20F: 19 clusters Score -1.506443e+08 nChanged 22630
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 161672 members 
Mstep: Class 4 contains 45823 members 
Mstep: Class 5 contains 14648 members 
Mstep: Class 6 contains 28042 members 
Mstep: Class 7 contains 17292 members 
Mstep: Class 8 contains 91403 members 
Mstep: Class 9 contains 3218 members 
Mstep: Class 10 contains 97192 members 
Mstep: Class 11 contains 21305 members 
Mstep: Class 12 contains 39978 members 
Mstep: Class 13 contains 14115 members 
Mstep: Class 14 contains 193248 members 
Mstep: Class 15 contains 76566 members 
Mstep: Class 16 contains 34129 members 
Mstep: Class 17 contains 244039 members 
Mstep: Class 18 contains 3688 members 
Mstep: Class 19 contains 100758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150655456.000000 Penalty: 62535.531250
Iteration 21Q: 19 clusters Score -1.506555e+08 nChanged 20558
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 163154 members 
Mstep: Class 4 contains 46848 members 
Mstep: Class 5 contains 15429 members 
Mstep: Class 6 contains 28408 members 
Mstep: Class 7 contains 16600 members 
Mstep: Class 8 contains 91186 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 10 contains 100386 members 
Mstep: Class 11 contains 21233 members 
Mstep: Class 12 contains 39411 members 
Mstep: Class 13 contains 14110 members 
Mstep: Class 14 contains 193077 members 
Mstep: Class 15 contains 71831 members 
Mstep: Class 16 contains 35169 members 
Mstep: Class 17 contains 243371 members 
Mstep: Class 18 contains 3752 members 
Mstep: Class 19 contains 100225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150663072.000000 Penalty: 62535.531250
Iteration 22Q: 19 clusters Score -1.506631e+08 nChanged 17370
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 164434 members 
Mstep: Class 4 contains 47932 members 
Mstep: Class 5 contains 15968 members 
Mstep: Class 6 contains 28855 members 
Mstep: Class 7 contains 16184 members 
Mstep: Class 8 contains 91146 members 
Mstep: Class 9 contains 3196 members 
Mstep: Class 10 contains 103060 members 
Mstep: Class 11 contains 21180 members 
Mstep: Class 12 contains 38819 members 
Mstep: Class 13 contains 14091 members 
Mstep: Class 14 contains 192943 members 
Mstep: Class 15 contains 67518 members 
Mstep: Class 16 contains 35913 members 
Mstep: Class 17 contains 242735 members 
Mstep: Class 18 contains 3800 members 
Mstep: Class 19 contains 99710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150668608.000000 Penalty: 62535.531250
Iteration 23Q: 19 clusters Score -1.506686e+08 nChanged 14663
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 165492 members 
Mstep: Class 4 contains 49077 members 
Mstep: Class 5 contains 16393 members 
Mstep: Class 6 contains 29260 members 
Mstep: Class 7 contains 15939 members 
Mstep: Class 8 contains 91288 members 
Mstep: Class 9 contains 3193 members 
Mstep: Class 10 contains 105213 members 
Mstep: Class 11 contains 21129 members 
Mstep: Class 12 contains 38198 members 
Mstep: Class 13 contains 14082 members 
Mstep: Class 14 contains 192916 members 
Mstep: Class 15 contains 63565 members 
Mstep: Class 16 contains 36460 members 
Mstep: Class 17 contains 242173 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 99296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150672624.000000 Penalty: 62535.531250
Iteration 24Q: 19 clusters Score -1.506726e+08 nChanged 12473
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 166255 members 
Mstep: Class 4 contains 50149 members 
Mstep: Class 5 contains 16721 members 
Mstep: Class 6 contains 29663 members 
Mstep: Class 7 contains 15745 members 
Mstep: Class 8 contains 91642 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 107004 members 
Mstep: Class 11 contains 21096 members 
Mstep: Class 12 contains 37529 members 
Mstep: Class 13 contains 14112 members 
Mstep: Class 14 contains 192860 members 
Mstep: Class 15 contains 60139 members 
Mstep: Class 16 contains 36884 members 
Mstep: Class 17 contains 241665 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 98960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150675152.000000 Penalty: 62535.531250
Iteration 25Q: 19 clusters Score -1.506752e+08 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 166751 members 
Mstep: Class 4 contains 51214 members 
Mstep: Class 5 contains 16992 members 
Mstep: Class 6 contains 30048 members 
Mstep: Class 7 contains 15598 members 
Mstep: Class 8 contains 92203 members 
Mstep: Class 9 contains 3189 members 
Mstep: Class 10 contains 108402 members 
Mstep: Class 11 contains 21084 members 
Mstep: Class 12 contains 36822 members 
Mstep: Class 13 contains 14126 members 
Mstep: Class 14 contains 192852 members 
Mstep: Class 15 contains 57216 members 
Mstep: Class 16 contains 37238 members 
Mstep: Class 17 contains 241105 members 
Mstep: Class 18 contains 3861 members 
Mstep: Class 19 contains 98670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150678256.000000 Penalty: 62535.531250
Iteration 26Q: 19 clusters Score -1.506783e+08 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 167002 members 
Mstep: Class 4 contains 52285 members 
Mstep: Class 5 contains 17204 members 
Mstep: Class 6 contains 30391 members 
Mstep: Class 7 contains 15492 members 
Mstep: Class 8 contains 92868 members 
Mstep: Class 9 contains 3190 members 
Mstep: Class 10 contains 109488 members 
Mstep: Class 11 contains 21069 members 
Mstep: Class 12 contains 36077 members 
Mstep: Class 13 contains 14144 members 
Mstep: Class 14 contains 192911 members 
Mstep: Class 15 contains 54753 members 
Mstep: Class 16 contains 37527 members 
Mstep: Class 17 contains 240572 members 
Mstep: Class 18 contains 3873 members 
Mstep: Class 19 contains 98419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150679456.000000 Penalty: 62535.531250
Iteration 27Q: 19 clusters Score -1.506795e+08 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 167162 members 
Mstep: Class 4 contains 53179 members 
Mstep: Class 5 contains 17410 members 
Mstep: Class 6 contains 30678 members 
Mstep: Class 7 contains 15401 members 
Mstep: Class 8 contains 93550 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 110330 members 
Mstep: Class 11 contains 21033 members 
Mstep: Class 12 contains 35362 members 
Mstep: Class 13 contains 14209 members 
Mstep: Class 14 contains 193047 members 
Mstep: Class 15 contains 52674 members 
Mstep: Class 16 contains 37781 members 
Mstep: Class 17 contains 240069 members 
Mstep: Class 18 contains 3877 members 
Mstep: Class 19 contains 98201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150681488.000000 Penalty: 62535.531250
Iteration 28Q: 19 clusters Score -1.506815e+08 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 167264 members 
Mstep: Class 4 contains 54024 members 
Mstep: Class 5 contains 17596 members 
Mstep: Class 6 contains 30872 members 
Mstep: Class 7 contains 15362 members 
Mstep: Class 8 contains 94270 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 111026 members 
Mstep: Class 11 contains 20997 members 
Mstep: Class 12 contains 34674 members 
Mstep: Class 13 contains 14294 members 
Mstep: Class 14 contains 193248 members 
Mstep: Class 15 contains 50830 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 239561 members 
Mstep: Class 18 contains 3881 members 
Mstep: Class 19 contains 98037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150683760.000000 Penalty: 62535.531250
Iteration 29Q: 19 clusters Score -1.506838e+08 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 167269 members 
Mstep: Class 4 contains 54739 members 
Mstep: Class 5 contains 17738 members 
Mstep: Class 6 contains 31046 members 
Mstep: Class 7 contains 15334 members 
Mstep: Class 8 contains 94920 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 111588 members 
Mstep: Class 11 contains 20965 members 
Mstep: Class 12 contains 34099 members 
Mstep: Class 13 contains 14391 members 
Mstep: Class 14 contains 193492 members 
Mstep: Class 15 contains 49209 members 
Mstep: Class 16 contains 38167 members 
Mstep: Class 17 contains 239117 members 
Mstep: Class 18 contains 3884 members 
Mstep: Class 19 contains 97890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150684624.000000 Penalty: 62535.531250
Iteration 30Q: 19 clusters Score -1.506846e+08 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 167258 members 
Mstep: Class 4 contains 55427 members 
Mstep: Class 5 contains 17845 members 
Mstep: Class 6 contains 31194 members 
Mstep: Class 7 contains 15284 members 
Mstep: Class 8 contains 95569 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 111983 members 
Mstep: Class 11 contains 20930 members 
Mstep: Class 12 contains 33588 members 
Mstep: Class 13 contains 14552 members 
Mstep: Class 14 contains 193741 members 
Mstep: Class 15 contains 47752 members 
Mstep: Class 16 contains 38316 members 
Mstep: Class 17 contains 238703 members 
Mstep: Class 18 contains 3882 members 
Mstep: Class 19 contains 97752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150685664.000000 Penalty: 62535.531250
Iteration 31Q: 19 clusters Score -1.506857e+08 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 167214 members 
Mstep: Class 4 contains 56007 members 
Mstep: Class 5 contains 17948 members 
Mstep: Class 6 contains 31362 members 
Mstep: Class 7 contains 15252 members 
Mstep: Class 8 contains 96222 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 112320 members 
Mstep: Class 11 contains 20879 members 
Mstep: Class 12 contains 33168 members 
Mstep: Class 13 contains 14717 members 
Mstep: Class 14 contains 193938 members 
Mstep: Class 15 contains 46477 members 
Mstep: Class 16 contains 38474 members 
Mstep: Class 17 contains 238230 members 
Mstep: Class 18 contains 3886 members 
Mstep: Class 19 contains 97628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150686672.000000 Penalty: 62535.531250
Iteration 32Q: 19 clusters Score -1.506867e+08 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 167083 members 
Mstep: Class 4 contains 56481 members 
Mstep: Class 5 contains 18052 members 
Mstep: Class 6 contains 31528 members 
Mstep: Class 7 contains 15212 members 
Mstep: Class 8 contains 96811 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 112568 members 
Mstep: Class 11 contains 20835 members 
Mstep: Class 12 contains 32836 members 
Mstep: Class 13 contains 14915 members 
Mstep: Class 14 contains 194134 members 
Mstep: Class 15 contains 45318 members 
Mstep: Class 16 contains 38641 members 
Mstep: Class 17 contains 237858 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 97517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150687728.000000 Penalty: 62535.531250
Iteration 33Q: 19 clusters Score -1.506877e+08 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 166937 members 
Mstep: Class 4 contains 56871 members 
Mstep: Class 5 contains 18153 members 
Mstep: Class 6 contains 31660 members 
Mstep: Class 7 contains 15189 members 
Mstep: Class 8 contains 97484 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 112769 members 
Mstep: Class 11 contains 20791 members 
Mstep: Class 12 contains 32506 members 
Mstep: Class 13 contains 15138 members 
Mstep: Class 14 contains 194265 members 
Mstep: Class 15 contains 44289 members 
Mstep: Class 16 contains 38807 members 
Mstep: Class 17 contains 237465 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 97422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150689264.000000 Penalty: 62535.531250
Iteration 34Q: 19 clusters Score -1.506893e+08 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 166798 members 
Mstep: Class 4 contains 57239 members 
Mstep: Class 5 contains 18236 members 
Mstep: Class 6 contains 31796 members 
Mstep: Class 7 contains 15153 members 
Mstep: Class 8 contains 98155 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 112917 members 
Mstep: Class 11 contains 20738 members 
Mstep: Class 12 contains 32231 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 194363 members 
Mstep: Class 15 contains 43374 members 
Mstep: Class 16 contains 38983 members 
Mstep: Class 17 contains 237014 members 
Mstep: Class 18 contains 3895 members 
Mstep: Class 19 contains 97350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150690032.000000 Penalty: 62535.531250
Iteration 35Q: 19 clusters Score -1.5069e+08 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 166648 members 
Mstep: Class 4 contains 57594 members 
Mstep: Class 5 contains 18315 members 
Mstep: Class 6 contains 31924 members 
Mstep: Class 7 contains 15099 members 
Mstep: Class 8 contains 98816 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 112996 members 
Mstep: Class 11 contains 20682 members 
Mstep: Class 12 contains 32018 members 
Mstep: Class 13 contains 15624 members 
Mstep: Class 14 contains 194470 members 
Mstep: Class 15 contains 42530 members 
Mstep: Class 16 contains 39134 members 
Mstep: Class 17 contains 236548 members 
Mstep: Class 18 contains 3901 members 
Mstep: Class 19 contains 97297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150691136.000000 Penalty: 62535.531250
Iteration 36Q: 19 clusters Score -1.506911e+08 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 166523 members 
Mstep: Class 4 contains 57885 members 
Mstep: Class 5 contains 18376 members 
Mstep: Class 6 contains 32064 members 
Mstep: Class 7 contains 15058 members 
Mstep: Class 8 contains 99459 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 113047 members 
Mstep: Class 11 contains 20628 members 
Mstep: Class 12 contains 31878 members 
Mstep: Class 13 contains 15832 members 
Mstep: Class 14 contains 194528 members 
Mstep: Class 15 contains 41808 members 
Mstep: Class 16 contains 39284 members 
Mstep: Class 17 contains 236048 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 97257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150692144.000000 Penalty: 62535.531250
Iteration 37Q: 19 clusters Score -1.506921e+08 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 166437 members 
Mstep: Class 4 contains 58127 members 
Mstep: Class 5 contains 18442 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 15027 members 
Mstep: Class 8 contains 100053 members 
Mstep: Class 9 contains 3190 members 
Mstep: Class 10 contains 113089 members 
Mstep: Class 11 contains 20584 members 
Mstep: Class 12 contains 31804 members 
Mstep: Class 13 contains 16016 members 
Mstep: Class 14 contains 194582 members 
Mstep: Class 15 contains 41175 members 
Mstep: Class 16 contains 39404 members 
Mstep: Class 17 contains 235543 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 97214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150693376.000000 Penalty: 62535.531250
Iteration 38Q: 19 clusters Score -1.506934e+08 nChanged 3846
Entering ConstructFrom: 
Score: -150693376.000000 Penalty: 62535.531250
Entering ConstructFrom: 
Trying to split cluster 1 (26372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Entering Unmasked Estep 
Score: -3194416.000000 Penalty: 2524.654541
	Iteration 0F: 2 clusters Score -3194416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3176314.250000 Penalty: 5049.309082
	Iteration 0F: 3 clusters Score -3176314 nChanged 11828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -3183242.500000 Penalty: 5049.309082
	Iteration 1F: 3 clusters Score -3183242 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3184359.500000 Penalty: 5049.309082
	Iteration 2F: 3 clusters Score -3184360 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -3185852.250000 Penalty: 5049.309082
	Iteration 3F: 3 clusters Score -3185852 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3187617.750000 Penalty: 5049.309082
	Iteration 4F: 3 clusters Score -3187618 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -3189209.000000 Penalty: 5049.309082
	Iteration 5F: 3 clusters Score -3189209 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -3190493.250000 Penalty: 5049.309082
	Iteration 6F: 3 clusters Score -3190493 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -3191467.500000 Penalty: 5049.309082
	Iteration 7F: 3 clusters Score -3191468 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -3192194.250000 Penalty: 5049.309082
	Iteration 8Q: 3 clusters Score -3192194 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -3192701.750000 Penalty: 5049.309082
	Iteration 9Q: 3 clusters Score -3192702 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -3193109.000000 Penalty: 5049.309082
	Iteration 10Q: 3 clusters Score -3193109 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -3193402.000000 Penalty: 5049.309082
	Iteration 11Q: 3 clusters Score -3193402 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3193622.250000 Penalty: 5049.309082
	Iteration 12Q: 3 clusters Score -3193622 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3193802.500000 Penalty: 5049.309082
	Iteration 13Q: 3 clusters Score -3193802 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3193948.250000 Penalty: 5049.309082
	Iteration 14Q: 3 clusters Score -3193948 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3194074.500000 Penalty: 5049.309082
	Iteration 15Q: 3 clusters Score -3194074 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -3194164.500000 Penalty: 5049.309082
	Iteration 16Q: 3 clusters Score -3194164 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3194253.750000 Penalty: 5049.309082
	Iteration 17Q: 3 clusters Score -3194254 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3194312.250000 Penalty: 5049.309082
	Iteration 18Q: 3 clusters Score -3194312 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3194363.250000 Penalty: 5049.309082
	Iteration 19Q: 3 clusters Score -3194363 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3194406.250000 Penalty: 5049.309082
	Iteration 20F: 3 clusters Score -3194406 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3194444.750000 Penalty: 5049.309082
	Iteration 21Q: 3 clusters Score -3194445 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3194478.000000 Penalty: 5049.309082
	Iteration 22Q: 3 clusters Score -3194478 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3194498.500000 Penalty: 5049.309082
	Iteration 23Q: 3 clusters Score -3194498 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3194527.000000 Penalty: 5049.309082
	Iteration 24Q: 3 clusters Score -3194527 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3194542.750000 Penalty: 5049.309082
	Iteration 25Q: 3 clusters Score -3194543 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3194558.500000 Penalty: 5049.309082
	Iteration 26Q: 3 clusters Score -3194558 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3194572.250000 Penalty: 5049.309082
	Iteration 27Q: 3 clusters Score -3194572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3194573.500000 Penalty: 5049.309082
	Iteration 28Q: 3 clusters Score -3194574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3194581.250000 Penalty: 5049.309082
	Iteration 29Q: 3 clusters Score -3194581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3194594.000000 Penalty: 5049.309082
	Iteration 30Q: 3 clusters Score -3194594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3194607.750000 Penalty: 5049.309082
	Iteration 31Q: 3 clusters Score -3194608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3194615.750000 Penalty: 5049.309082
	Iteration 32Q: 3 clusters Score -3194616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3194611.750000 Penalty: 5049.309082
	Iteration 33Q: 3 clusters Score -3194612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3194629.000000 Penalty: 5049.309082
	Iteration 34Q: 3 clusters Score -3194629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3194642.250000 Penalty: 5049.309082
	Iteration 35Q: 3 clusters Score -3194642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3194650.250000 Penalty: 5049.309082
	Iteration 36Q: 3 clusters Score -3194650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3194652.250000 Penalty: 5049.309082
	Iteration 37Q: 3 clusters Score -3194652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3194653.500000 Penalty: 5049.309082
	Iteration 38Q: 3 clusters Score -3194654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3194662.000000 Penalty: 5049.309082
	Iteration 39Q: 3 clusters Score -3194662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3194674.250000 Penalty: 5049.309082
	Iteration 40F: 3 clusters Score -3194674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3194694.250000 Penalty: 5049.309082
	Iteration 41Q: 3 clusters Score -3194694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3194711.250000 Penalty: 5049.309082
	Iteration 42Q: 3 clusters Score -3194711 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3194730.250000 Penalty: 5049.309082
	Iteration 43Q: 3 clusters Score -3194730 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3194762.000000 Penalty: 5049.309082
	Iteration 44Q: 3 clusters Score -3194762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3194798.750000 Penalty: 5049.309082
	Iteration 45Q: 3 clusters Score -3194799 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3194850.000000 Penalty: 5049.309082
	Iteration 46Q: 3 clusters Score -3194850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3194873.500000 Penalty: 5049.309082
	Iteration 47Q: 3 clusters Score -3194874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3194893.250000 Penalty: 5049.309082
	Iteration 48Q: 3 clusters Score -3194893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3194906.750000 Penalty: 5049.309082
	Iteration 49Q: 3 clusters Score -3194907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3194913.750000 Penalty: 5049.309082
	Iteration 50Q: 3 clusters Score -3194914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3194922.500000 Penalty: 5049.309082
	Iteration 51Q: 3 clusters Score -3194922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3194926.250000 Penalty: 5049.309082
	Iteration 52Q: 3 clusters Score -3194926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3194924.250000 Penalty: 5049.309082
	Iteration 53Q: 3 clusters Score -3194924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3194922.750000 Penalty: 5049.309082
	Iteration 54Q: 3 clusters Score -3194923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3194934.750000 Penalty: 5049.309082
	Iteration 55Q: 3 clusters Score -3194935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3194939.750000 Penalty: 5049.309082
	Iteration 56Q: 3 clusters Score -3194940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3194936.750000 Penalty: 5049.309082
	Iteration 57Q: 3 clusters Score -3194937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3194942.750000 Penalty: 5049.309082
	Iteration 58Q: 3 clusters Score -3194943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3194936.500000 Penalty: 5049.309082
	Iteration 59Q: 3 clusters Score -3194936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3194938.250000 Penalty: 5049.309082
	Iteration 60F: 3 clusters Score -3194938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3194940.000000 Penalty: 5049.309082
	Iteration 61Q: 3 clusters Score -3194940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3194940.500000 Penalty: 5049.309082
	Iteration 62Q: 3 clusters Score -3194940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3194938.000000 Penalty: 5049.309082
	Iteration 63Q: 3 clusters Score -3194938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3194938.250000 Penalty: 5049.309082
	Iteration 64Q: 3 clusters Score -3194938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3194938.250000 Penalty: 5049.309082
	Iteration 65F: 3 clusters Score -3194938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 166356 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 58390 members 
Mstep: Class 5 contains 18487 members 
Mstep: Class 6 contains 32284 members 
Mstep: Class 7 contains 14995 members 
Mstep: Class 8 contains 100626 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 113097 members 
Mstep: Class 11 contains 20520 members 
Mstep: Class 12 contains 31761 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 194660 members 
Mstep: Class 15 contains 40620 members 
Mstep: Class 16 contains 39514 members 
Mstep: Class 17 contains 234970 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 97185 members 
Entering Unmasked Estep 
Score: -150693552.000000 Penalty: 66009.726562
Splitting cluster 1 changes total score from -150693376.000000 to -150693552.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (166356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166356 members 
Entering Unmasked Estep 
Score: -21239850.000000 Penalty: 2981.427490
	Iteration 0F: 2 clusters Score -2.123985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83461 members 
Mstep: Class 2 contains 82895 members 
Entering Unmasked Estep 
Score: -21130344.000000 Penalty: 5962.854980
	Iteration 0F: 3 clusters Score -2.113034e+07 nChanged 79757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 77302 members 
Entering Unmasked Estep 
Score: -21177950.000000 Penalty: 5962.854980
	Iteration 1F: 3 clusters Score -2.117795e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92525 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -21180142.000000 Penalty: 5962.854980
	Iteration 2Q: 3 clusters Score -2.118014e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97579 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -21182974.000000 Penalty: 5962.854980
	Iteration 3Q: 3 clusters Score -2.118297e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104605 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -21187694.000000 Penalty: 5962.854980
	Iteration 4F: 3 clusters Score -2.118769e+07 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113605 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -21194912.000000 Penalty: 5962.854980
	Iteration 5F: 3 clusters Score -2.119491e+07 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123548 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -21203386.000000 Penalty: 5962.854980
	Iteration 6F: 3 clusters Score -2.120339e+07 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133232 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -21212858.000000 Penalty: 5962.854980
	Iteration 7F: 3 clusters Score -2.121286e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141050 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -21221236.000000 Penalty: 5962.854980
	Iteration 8F: 3 clusters Score -2.122124e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145960 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -21226990.000000 Penalty: 5962.854980
	Iteration 9Q: 3 clusters Score -2.122699e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148690 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -21230264.000000 Penalty: 5962.854980
	Iteration 10Q: 3 clusters Score -2.123026e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150204 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -21232360.000000 Penalty: 5962.854980
	Iteration 11Q: 3 clusters Score -2.123236e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151185 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -21233788.000000 Penalty: 5962.854980
	Iteration 12Q: 3 clusters Score -2.123379e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151907 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -21234826.000000 Penalty: 5962.854980
	Iteration 13Q: 3 clusters Score -2.123483e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152408 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -21235572.000000 Penalty: 5962.854980
	Iteration 14Q: 3 clusters Score -2.123557e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152735 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -21236056.000000 Penalty: 5962.854980
	Iteration 15Q: 3 clusters Score -2.123606e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152923 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -21236422.000000 Penalty: 5962.854980
	Iteration 16Q: 3 clusters Score -2.123642e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152985 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -21236656.000000 Penalty: 5962.854980
	Iteration 17Q: 3 clusters Score -2.123666e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152925 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -21236780.000000 Penalty: 5962.854980
	Iteration 18Q: 3 clusters Score -2.123678e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152803 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -21236968.000000 Penalty: 5962.854980
	Iteration 19Q: 3 clusters Score -2.123697e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152601 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -21237112.000000 Penalty: 5962.854980
	Iteration 20F: 3 clusters Score -2.123711e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152324 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -21237116.000000 Penalty: 5962.854980
	Iteration 21Q: 3 clusters Score -2.123712e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151969 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -21237212.000000 Penalty: 5962.854980
	Iteration 22Q: 3 clusters Score -2.123721e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151544 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -21237368.000000 Penalty: 5962.854980
	Iteration 23Q: 3 clusters Score -2.123737e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151072 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -21237478.000000 Penalty: 5962.854980
	Iteration 24Q: 3 clusters Score -2.123748e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150483 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -21237640.000000 Penalty: 5962.854980
	Iteration 25Q: 3 clusters Score -2.123764e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149773 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -21237834.000000 Penalty: 5962.854980
	Iteration 26Q: 3 clusters Score -2.123783e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148906 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -21237990.000000 Penalty: 5962.854980
	Iteration 27Q: 3 clusters Score -2.123799e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147957 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -21238244.000000 Penalty: 5962.854980
	Iteration 28Q: 3 clusters Score -2.123824e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146789 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -21238616.000000 Penalty: 5962.854980
	Iteration 29Q: 3 clusters Score -2.123862e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145443 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -21239060.000000 Penalty: 5962.854980
	Iteration 30Q: 3 clusters Score -2.123906e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143850 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -21239640.000000 Penalty: 5962.854980
	Iteration 31Q: 3 clusters Score -2.123964e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142010 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -21240160.000000 Penalty: 5962.854980
	Iteration 32Q: 3 clusters Score -2.124016e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139946 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -21241016.000000 Penalty: 5962.854980
	Iteration 33Q: 3 clusters Score -2.124102e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137686 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -21241948.000000 Penalty: 5962.854980
	Iteration 34Q: 3 clusters Score -2.124195e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135185 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -21242934.000000 Penalty: 5962.854980
	Iteration 35Q: 3 clusters Score -2.124293e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132535 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -21244068.000000 Penalty: 5962.854980
	Iteration 36Q: 3 clusters Score -2.124407e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129800 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -21245272.000000 Penalty: 5962.854980
	Iteration 37Q: 3 clusters Score -2.124527e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127217 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -21246362.000000 Penalty: 5962.854980
	Iteration 38Q: 3 clusters Score -2.124636e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124863 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -21247216.000000 Penalty: 5962.854980
	Iteration 39Q: 3 clusters Score -2.124722e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122820 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -21249862.000000 Penalty: 5962.854980
	Iteration 40F: 3 clusters Score -2.124986e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118711 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -21253818.000000 Penalty: 5962.854980
	Iteration 41Q: 3 clusters Score -2.125382e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114668 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -21257338.000000 Penalty: 5962.854980
	Iteration 42Q: 3 clusters Score -2.125734e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110846 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -21260176.000000 Penalty: 5962.854980
	Iteration 43Q: 3 clusters Score -2.126018e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107522 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -21262318.000000 Penalty: 5962.854980
	Iteration 44Q: 3 clusters Score -2.126232e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104985 members 
Mstep: Class 2 contains 61371 members 
Entering Unmasked Estep 
Score: -21263286.000000 Penalty: 5962.854980
	Iteration 45Q: 3 clusters Score -2.126329e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103135 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -21263948.000000 Penalty: 5962.854980
	Iteration 46Q: 3 clusters Score -2.126395e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101814 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -21264448.000000 Penalty: 5962.854980
	Iteration 47Q: 3 clusters Score -2.126445e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100840 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -21264594.000000 Penalty: 5962.854980
	Iteration 48Q: 3 clusters Score -2.126459e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100179 members 
Mstep: Class 2 contains 66177 members 
Entering Unmasked Estep 
Score: -21264612.000000 Penalty: 5962.854980
	Iteration 49Q: 3 clusters Score -2.126461e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99718 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -21264772.000000 Penalty: 5962.854980
	Iteration 50Q: 3 clusters Score -2.126477e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99372 members 
Mstep: Class 2 contains 66984 members 
Entering Unmasked Estep 
Score: -21264808.000000 Penalty: 5962.854980
	Iteration 51Q: 3 clusters Score -2.126481e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99117 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -21264820.000000 Penalty: 5962.854980
	Iteration 52Q: 3 clusters Score -2.126482e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98934 members 
Mstep: Class 2 contains 67422 members 
Entering Unmasked Estep 
Score: -21264812.000000 Penalty: 5962.854980
	Iteration 53Q: 3 clusters Score -2.126481e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98810 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -21264784.000000 Penalty: 5962.854980
	Iteration 54Q: 3 clusters Score -2.126478e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98721 members 
Mstep: Class 2 contains 67635 members 
Entering Unmasked Estep 
Score: -21264784.000000 Penalty: 5962.854980
	Iteration 55Q: 3 clusters Score -2.126478e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98664 members 
Mstep: Class 2 contains 67692 members 
Entering Unmasked Estep 
Score: -21264768.000000 Penalty: 5962.854980
	Iteration 56Q: 3 clusters Score -2.126477e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98634 members 
Mstep: Class 2 contains 67722 members 
Entering Unmasked Estep 
Score: -21264768.000000 Penalty: 5962.854980
	Iteration 57Q: 3 clusters Score -2.126477e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98619 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -21264780.000000 Penalty: 5962.854980
	Iteration 58Q: 3 clusters Score -2.126478e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98598 members 
Mstep: Class 2 contains 67758 members 
Entering Unmasked Estep 
Score: -21264788.000000 Penalty: 5962.854980
	Iteration 59Q: 3 clusters Score -2.126479e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98582 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
Score: -21264794.000000 Penalty: 5962.854980
	Iteration 60F: 3 clusters Score -2.126479e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98547 members 
Mstep: Class 2 contains 67809 members 
Entering Unmasked Estep 
Score: -21264818.000000 Penalty: 5962.854980
	Iteration 61Q: 3 clusters Score -2.126482e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98510 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -21264818.000000 Penalty: 5962.854980
	Iteration 62Q: 3 clusters Score -2.126482e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98488 members 
Mstep: Class 2 contains 67868 members 
Entering Unmasked Estep 
Score: -21264840.000000 Penalty: 5962.854980
	Iteration 63Q: 3 clusters Score -2.126484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 67884 members 
Entering Unmasked Estep 
Score: -21264850.000000 Penalty: 5962.854980
	Iteration 64Q: 3 clusters Score -2.126485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98455 members 
Mstep: Class 2 contains 67901 members 
Entering Unmasked Estep 
Score: -21264850.000000 Penalty: 5962.854980
	Iteration 65Q: 3 clusters Score -2.126485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98446 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -21264838.000000 Penalty: 5962.854980
	Iteration 66Q: 3 clusters Score -2.126484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 67913 members 
Entering Unmasked Estep 
Score: -21264832.000000 Penalty: 5962.854980
	Iteration 67Q: 3 clusters Score -2.126483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98439 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -21264834.000000 Penalty: 5962.854980
	Iteration 68Q: 3 clusters Score -2.126483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98433 members 
Mstep: Class 2 contains 67923 members 
Entering Unmasked Estep 
Score: -21264840.000000 Penalty: 5962.854980
	Iteration 69Q: 3 clusters Score -2.126484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -21264842.000000 Penalty: 5962.854980
	Iteration 70Q: 3 clusters Score -2.126484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98427 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -21264838.000000 Penalty: 5962.854980
	Iteration 71Q: 3 clusters Score -2.126484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98426 members 
Mstep: Class 2 contains 67930 members 
Entering Unmasked Estep 
Score: -21264834.000000 Penalty: 5962.854980
	Iteration 72Q: 3 clusters Score -2.126483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98425 members 
Mstep: Class 2 contains 67931 members 
Entering Unmasked Estep 
Score: -21264836.000000 Penalty: 5962.854980
	Iteration 73Q: 3 clusters Score -2.126484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98424 members 
Mstep: Class 2 contains 67932 members 
Entering Unmasked Estep 
Score: -21264840.000000 Penalty: 5962.854980
	Iteration 74Q: 3 clusters Score -2.126484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98424 members 
Mstep: Class 2 contains 67932 members 
Entering Unmasked Estep 
Score: -21264840.000000 Penalty: 5962.854980
	Iteration 75F: 3 clusters Score -2.126484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 98424 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 58390 members 
Mstep: Class 5 contains 18487 members 
Mstep: Class 6 contains 32284 members 
Mstep: Class 7 contains 14995 members 
Mstep: Class 8 contains 100626 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 113097 members 
Mstep: Class 11 contains 20520 members 
Mstep: Class 12 contains 31761 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 194660 members 
Mstep: Class 15 contains 40620 members 
Mstep: Class 16 contains 39514 members 
Mstep: Class 17 contains 234970 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 97185 members 
Mstep: Class 20 contains 67932 members 
Entering Unmasked Estep 
Score: -150715408.000000 Penalty: 69483.921875
Splitting cluster 2 changes total score from -150693376.000000 to -150715408.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (58390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58390 members 
Entering Unmasked Estep 
Score: -7496887.500000 Penalty: 2721.775146
	Iteration 0F: 2 clusters Score -7496888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -7457936.000000 Penalty: 5443.550293
	Iteration 0F: 3 clusters Score -7457936 nChanged 27068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -7472862.500000 Penalty: 5443.550293
	Iteration 1F: 3 clusters Score -7472862 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -7474217.000000 Penalty: 5443.550293
	Iteration 2Q: 3 clusters Score -7474217 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -7476202.500000 Penalty: 5443.550293
	Iteration 3F: 3 clusters Score -7476202 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -7478391.000000 Penalty: 5443.550293
	Iteration 4F: 3 clusters Score -7478391 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -7480426.000000 Penalty: 5443.550293
	Iteration 5F: 3 clusters Score -7480426 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -7482578.500000 Penalty: 5443.550293
	Iteration 6F: 3 clusters Score -7482578 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -7484981.000000 Penalty: 5443.550293
	Iteration 7F: 3 clusters Score -7484981 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -7487681.500000 Penalty: 5443.550293
	Iteration 8F: 3 clusters Score -7487682 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -7490561.500000 Penalty: 5443.550293
	Iteration 9F: 3 clusters Score -7490562 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -7493058.500000 Penalty: 5443.550293
	Iteration 10F: 3 clusters Score -7493058 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -7494904.500000 Penalty: 5443.550293
	Iteration 11Q: 3 clusters Score -7494904 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -7496037.500000 Penalty: 5443.550293
	Iteration 12Q: 3 clusters Score -7496038 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -7496690.000000 Penalty: 5443.550293
	Iteration 13Q: 3 clusters Score -7496690 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -7497125.000000 Penalty: 5443.550293
	Iteration 14Q: 3 clusters Score -7497125 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -7497490.000000 Penalty: 5443.550293
	Iteration 15Q: 3 clusters Score -7497490 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -7497696.500000 Penalty: 5443.550293
	Iteration 16Q: 3 clusters Score -7497696 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -7497867.000000 Penalty: 5443.550293
	Iteration 17Q: 3 clusters Score -7497867 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -7497966.500000 Penalty: 5443.550293
	Iteration 18Q: 3 clusters Score -7497966 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -7498054.500000 Penalty: 5443.550293
	Iteration 19Q: 3 clusters Score -7498054 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 53585 members 
Entering Unmasked Estep 
Score: -7498170.000000 Penalty: 5443.550293
	Iteration 20F: 3 clusters Score -7498170 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -7498260.000000 Penalty: 5443.550293
	Iteration 21Q: 3 clusters Score -7498260 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 53974 members 
Entering Unmasked Estep 
Score: -7498404.500000 Penalty: 5443.550293
	Iteration 22Q: 3 clusters Score -7498404 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -7498701.000000 Penalty: 5443.550293
	Iteration 23Q: 3 clusters Score -7498701 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -7499514.000000 Penalty: 5443.550293
	Iteration 24Q: 3 clusters Score -7499514 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -7500234.000000 Penalty: 5443.550293
	Iteration 25Q: 3 clusters Score -7500234 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -7500448.000000 Penalty: 5443.550293
	Iteration 26Q: 3 clusters Score -7500448 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -7500479.500000 Penalty: 5443.550293
	Iteration 27Q: 3 clusters Score -7500480 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 54743 members 
Entering Unmasked Estep 
Score: -7500487.000000 Penalty: 5443.550293
	Iteration 28Q: 3 clusters Score -7500487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 54762 members 
Entering Unmasked Estep 
Score: -7500491.000000 Penalty: 5443.550293
	Iteration 29Q: 3 clusters Score -7500491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -7500492.000000 Penalty: 5443.550293
	Iteration 30Q: 3 clusters Score -7500492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -7500500.500000 Penalty: 5443.550293
	Iteration 31Q: 3 clusters Score -7500500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -7500495.500000 Penalty: 5443.550293
	Iteration 32Q: 3 clusters Score -7500496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -7500498.000000 Penalty: 5443.550293
	Iteration 33Q: 3 clusters Score -7500498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -7500498.000000 Penalty: 5443.550293
	Iteration 34F: 3 clusters Score -7500498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 98424 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 18487 members 
Mstep: Class 6 contains 32284 members 
Mstep: Class 7 contains 14995 members 
Mstep: Class 8 contains 100626 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 113097 members 
Mstep: Class 11 contains 20520 members 
Mstep: Class 12 contains 31761 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 194660 members 
Mstep: Class 15 contains 40620 members 
Mstep: Class 16 contains 39514 members 
Mstep: Class 17 contains 234970 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 97185 members 
Mstep: Class 20 contains 67932 members 
Mstep: Class 21 contains 54770 members 
Entering Unmasked Estep 
Score: -150717264.000000 Penalty: 72958.125000
Splitting cluster 4 changes total score from -150693376.000000 to -150717264.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (18487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Entering Unmasked Estep 
Score: -2220377.250000 Penalty: 2436.556152
	Iteration 0F: 2 clusters Score -2220377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2207274.500000 Penalty: 4873.112305
	Iteration 0F: 3 clusters Score -2207274 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2212051.750000 Penalty: 4873.112305
	Iteration 1F: 3 clusters Score -2212052 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2212646.750000 Penalty: 4873.112305
	Iteration 2F: 3 clusters Score -2212647 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2213208.250000 Penalty: 4873.112305
	Iteration 3F: 3 clusters Score -2213208 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2213848.750000 Penalty: 4873.112305
	Iteration 4F: 3 clusters Score -2213849 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2214588.250000 Penalty: 4873.112305
	Iteration 5F: 3 clusters Score -2214588 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2215413.250000 Penalty: 4873.112305
	Iteration 6F: 3 clusters Score -2215413 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2216371.250000 Penalty: 4873.112305
	Iteration 7F: 3 clusters Score -2216371 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2217372.750000 Penalty: 4873.112305
	Iteration 8F: 3 clusters Score -2217373 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2218367.500000 Penalty: 4873.112305
	Iteration 9F: 3 clusters Score -2218368 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2219464.750000 Penalty: 4873.112305
	Iteration 10Q: 3 clusters Score -2219465 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2220823.000000 Penalty: 4873.112305
	Iteration 11Q: 3 clusters Score -2220823 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2221878.750000 Penalty: 4873.112305
	Iteration 12Q: 3 clusters Score -2221879 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2222183.500000 Penalty: 4873.112305
	Iteration 13Q: 3 clusters Score -2222184 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2222254.750000 Penalty: 4873.112305
	Iteration 14Q: 3 clusters Score -2222255 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2222264.500000 Penalty: 4873.112305
	Iteration 15Q: 3 clusters Score -2222264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2222274.000000 Penalty: 4873.112305
	Iteration 16Q: 3 clusters Score -2222274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2222279.000000 Penalty: 4873.112305
	Iteration 17Q: 3 clusters Score -2222279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2222286.500000 Penalty: 4873.112305
	Iteration 18Q: 3 clusters Score -2222286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2222284.250000 Penalty: 4873.112305
	Iteration 19Q: 3 clusters Score -2222284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2222289.250000 Penalty: 4873.112305
	Iteration 20F: 3 clusters Score -2222289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2222294.500000 Penalty: 4873.112305
	Iteration 21Q: 3 clusters Score -2222294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2222290.500000 Penalty: 4873.112305
	Iteration 22Q: 3 clusters Score -2222290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2222289.250000 Penalty: 4873.112305
	Iteration 23Q: 3 clusters Score -2222289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2222288.250000 Penalty: 4873.112305
	Iteration 24Q: 3 clusters Score -2222288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2222290.750000 Penalty: 4873.112305
	Iteration 25Q: 3 clusters Score -2222291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2222292.000000 Penalty: 4873.112305
	Iteration 26Q: 3 clusters Score -2222292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2222292.750000 Penalty: 4873.112305
	Iteration 27Q: 3 clusters Score -2222293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2222292.750000 Penalty: 4873.112305
	Iteration 28F: 3 clusters Score -2222293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 98424 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 12859 members 
Mstep: Class 6 contains 32284 members 
Mstep: Class 7 contains 14995 members 
Mstep: Class 8 contains 100626 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 113097 members 
Mstep: Class 11 contains 20520 members 
Mstep: Class 12 contains 31761 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 194660 members 
Mstep: Class 15 contains 40620 members 
Mstep: Class 16 contains 39514 members 
Mstep: Class 17 contains 234970 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 97185 members 
Mstep: Class 20 contains 67932 members 
Mstep: Class 21 contains 54770 members 
Mstep: Class 22 contains 5628 members 
Entering Unmasked Estep 
Score: -150717744.000000 Penalty: 76432.320312
Splitting cluster 5 changes total score from -150693376.000000 to -150717744.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (32284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Entering Unmasked Estep 
Score: -4005163.500000 Penalty: 2574.817139
	Iteration 0F: 2 clusters Score -4005164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3983442.500000 Penalty: 5149.634277
	Iteration 0F: 3 clusters Score -3983442 nChanged 14515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -3992792.000000 Penalty: 5149.634277
	Iteration 1F: 3 clusters Score -3992792 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3995620.250000 Penalty: 5149.634277
	Iteration 2F: 3 clusters Score -3995620 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -4000084.750000 Penalty: 5149.634277
	Iteration 3F: 3 clusters Score -4000085 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -4004469.250000 Penalty: 5149.634277
	Iteration 4F: 3 clusters Score -4004469 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -4007199.250000 Penalty: 5149.634277
	Iteration 5F: 3 clusters Score -4007199 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -4008437.000000 Penalty: 5149.634277
	Iteration 6F: 3 clusters Score -4008437 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -4008879.250000 Penalty: 5149.634277
	Iteration 7Q: 3 clusters Score -4008879 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -4009011.000000 Penalty: 5149.634277
	Iteration 8Q: 3 clusters Score -4009011 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -4009107.000000 Penalty: 5149.634277
	Iteration 9Q: 3 clusters Score -4009107 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -4009133.500000 Penalty: 5149.634277
	Iteration 10Q: 3 clusters Score -4009134 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -4009178.250000 Penalty: 5149.634277
	Iteration 11Q: 3 clusters Score -4009178 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -4009184.500000 Penalty: 5149.634277
	Iteration 12Q: 3 clusters Score -4009184 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -4009209.750000 Penalty: 5149.634277
	Iteration 13Q: 3 clusters Score -4009210 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -4009219.000000 Penalty: 5149.634277
	Iteration 14Q: 3 clusters Score -4009219 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -4009229.750000 Penalty: 5149.634277
	Iteration 15Q: 3 clusters Score -4009230 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -4009247.750000 Penalty: 5149.634277
	Iteration 16Q: 3 clusters Score -4009248 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -4009268.500000 Penalty: 5149.634277
	Iteration 17Q: 3 clusters Score -4009268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -4009278.500000 Penalty: 5149.634277
	Iteration 18Q: 3 clusters Score -4009278 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -4009294.250000 Penalty: 5149.634277
	Iteration 19Q: 3 clusters Score -4009294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -4009314.500000 Penalty: 5149.634277
	Iteration 20F: 3 clusters Score -4009314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -4009338.750000 Penalty: 5149.634277
	Iteration 21Q: 3 clusters Score -4009339 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -4009370.750000 Penalty: 5149.634277
	Iteration 22Q: 3 clusters Score -4009371 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -4009398.750000 Penalty: 5149.634277
	Iteration 23Q: 3 clusters Score -4009399 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -4009422.500000 Penalty: 5149.634277
	Iteration 24Q: 3 clusters Score -4009422 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -4009454.000000 Penalty: 5149.634277
	Iteration 25Q: 3 clusters Score -4009454 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -4009525.500000 Penalty: 5149.634277
	Iteration 26Q: 3 clusters Score -4009526 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -4009605.750000 Penalty: 5149.634277
	Iteration 27Q: 3 clusters Score -4009606 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -4009658.500000 Penalty: 5149.634277
	Iteration 28Q: 3 clusters Score -4009658 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -4009667.250000 Penalty: 5149.634277
	Iteration 29Q: 3 clusters Score -4009667 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -4009676.500000 Penalty: 5149.634277
	Iteration 30Q: 3 clusters Score -4009676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -4009675.250000 Penalty: 5149.634277
	Iteration 31Q: 3 clusters Score -4009675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -4009668.250000 Penalty: 5149.634277
	Iteration 32Q: 3 clusters Score -4009668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -4009669.750000 Penalty: 5149.634277
	Iteration 33Q: 3 clusters Score -4009670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -4009670.500000 Penalty: 5149.634277
	Iteration 34Q: 3 clusters Score -4009670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -4009669.750000 Penalty: 5149.634277
	Iteration 35Q: 3 clusters Score -4009670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -4009673.500000 Penalty: 5149.634277
	Iteration 36Q: 3 clusters Score -4009674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -4009673.500000 Penalty: 5149.634277
	Iteration 37F: 3 clusters Score -4009674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 98424 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 12859 members 
Mstep: Class 6 contains 24290 members 
Mstep: Class 7 contains 14995 members 
Mstep: Class 8 contains 100626 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 113097 members 
Mstep: Class 11 contains 20520 members 
Mstep: Class 12 contains 31761 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 194660 members 
Mstep: Class 15 contains 40620 members 
Mstep: Class 16 contains 39514 members 
Mstep: Class 17 contains 234970 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 97185 members 
Mstep: Class 20 contains 67932 members 
Mstep: Class 21 contains 54770 members 
Mstep: Class 22 contains 5628 members 
Mstep: Class 23 contains 7994 members 
Entering Unmasked Estep 
Score: -150719504.000000 Penalty: 79906.515625
Splitting cluster 6 changes total score from -150693376.000000 to -150719504.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (14995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Entering Unmasked Estep 
Score: -1653143.625000 Penalty: 2384.636963
	Iteration 0F: 2 clusters Score -1653144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1642312.875000 Penalty: 4769.273926
	Iteration 0F: 3 clusters Score -1642313 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1646970.000000 Penalty: 4769.273926
	Iteration 1F: 3 clusters Score -1646970 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1649488.625000 Penalty: 4769.273926
	Iteration 2F: 3 clusters Score -1649489 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1652596.250000 Penalty: 4769.273926
	Iteration 3F: 3 clusters Score -1652596 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1654316.125000 Penalty: 4769.273926
	Iteration 4F: 3 clusters Score -1654316 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1655259.125000 Penalty: 4769.273926
	Iteration 5F: 3 clusters Score -1655259 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1655884.875000 Penalty: 4769.273926
	Iteration 6Q: 3 clusters Score -1655885 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1656289.875000 Penalty: 4769.273926
	Iteration 7Q: 3 clusters Score -1656290 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1656629.000000 Penalty: 4769.273926
	Iteration 8Q: 3 clusters Score -1656629 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1656929.000000 Penalty: 4769.273926
	Iteration 9Q: 3 clusters Score -1656929 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1657156.000000 Penalty: 4769.273926
	Iteration 10Q: 3 clusters Score -1657156 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1657287.250000 Penalty: 4769.273926
	Iteration 11Q: 3 clusters Score -1657287 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1657362.875000 Penalty: 4769.273926
	Iteration 12Q: 3 clusters Score -1657363 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1657421.125000 Penalty: 4769.273926
	Iteration 13Q: 3 clusters Score -1657421 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1657460.625000 Penalty: 4769.273926
	Iteration 14Q: 3 clusters Score -1657461 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1657493.750000 Penalty: 4769.273926
	Iteration 15Q: 3 clusters Score -1657494 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1657510.250000 Penalty: 4769.273926
	Iteration 16Q: 3 clusters Score -1657510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1657538.375000 Penalty: 4769.273926
	Iteration 17Q: 3 clusters Score -1657538 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1657588.500000 Penalty: 4769.273926
	Iteration 18Q: 3 clusters Score -1657588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1657623.875000 Penalty: 4769.273926
	Iteration 19Q: 3 clusters Score -1657624 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1657676.500000 Penalty: 4769.273926
	Iteration 20F: 3 clusters Score -1657676 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1657741.125000 Penalty: 4769.273926
	Iteration 21Q: 3 clusters Score -1657741 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1657824.125000 Penalty: 4769.273926
	Iteration 22Q: 3 clusters Score -1657824 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1657884.625000 Penalty: 4769.273926
	Iteration 23Q: 3 clusters Score -1657885 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1657916.500000 Penalty: 4769.273926
	Iteration 24Q: 3 clusters Score -1657916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1657929.125000 Penalty: 4769.273926
	Iteration 25Q: 3 clusters Score -1657929 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1657931.375000 Penalty: 4769.273926
	Iteration 26Q: 3 clusters Score -1657931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1657936.500000 Penalty: 4769.273926
	Iteration 27Q: 3 clusters Score -1657936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1657937.500000 Penalty: 4769.273926
	Iteration 28Q: 3 clusters Score -1657938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1657941.875000 Penalty: 4769.273926
	Iteration 29Q: 3 clusters Score -1657942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1657944.375000 Penalty: 4769.273926
	Iteration 30Q: 3 clusters Score -1657944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1657940.500000 Penalty: 4769.273926
	Iteration 31Q: 3 clusters Score -1657940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1657942.500000 Penalty: 4769.273926
	Iteration 32Q: 3 clusters Score -1657942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1657944.875000 Penalty: 4769.273926
	Iteration 33Q: 3 clusters Score -1657945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1657946.000000 Penalty: 4769.273926
	Iteration 34Q: 3 clusters Score -1657946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1657944.875000 Penalty: 4769.273926
	Iteration 35Q: 3 clusters Score -1657945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1657943.375000 Penalty: 4769.273926
	Iteration 36Q: 3 clusters Score -1657943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1657946.500000 Penalty: 4769.273926
	Iteration 37Q: 3 clusters Score -1657946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1657944.500000 Penalty: 4769.273926
	Iteration 38Q: 3 clusters Score -1657944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1657944.625000 Penalty: 4769.273926
	Iteration 39Q: 3 clusters Score -1657945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1657944.125000 Penalty: 4769.273926
	Iteration 40F: 3 clusters Score -1657944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 98424 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 12859 members 
Mstep: Class 6 contains 24290 members 
Mstep: Class 7 contains 8287 members 
Mstep: Class 8 contains 100626 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 113097 members 
Mstep: Class 11 contains 20520 members 
Mstep: Class 12 contains 31761 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 194660 members 
Mstep: Class 15 contains 40620 members 
Mstep: Class 16 contains 39514 members 
Mstep: Class 17 contains 234970 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 97185 members 
Mstep: Class 20 contains 67932 members 
Mstep: Class 21 contains 54770 members 
Mstep: Class 22 contains 5628 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 6708 members 
Entering Unmasked Estep 
Score: -150722416.000000 Penalty: 83380.710938
Splitting cluster 7 changes total score from -150693376.000000 to -150722416.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (100626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100626 members 
Entering Unmasked Estep 
Score: -12846887.000000 Penalty: 2856.753174
	Iteration 0F: 2 clusters Score -1.284689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -12779560.000000 Penalty: 5713.506348
	Iteration 0F: 3 clusters Score -1.277956e+07 nChanged 47734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -12807462.000000 Penalty: 5713.506348
	Iteration 1F: 3 clusters Score -1.280746e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -12808660.000000 Penalty: 5713.506348
	Iteration 2Q: 3 clusters Score -1.280866e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -12810528.000000 Penalty: 5713.506348
	Iteration 3Q: 3 clusters Score -1.281053e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -12813150.000000 Penalty: 5713.506348
	Iteration 4F: 3 clusters Score -1.281315e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -12816658.000000 Penalty: 5713.506348
	Iteration 5F: 3 clusters Score -1.281666e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58961 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -12820720.000000 Penalty: 5713.506348
	Iteration 6F: 3 clusters Score -1.282072e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -12825515.000000 Penalty: 5713.506348
	Iteration 7F: 3 clusters Score -1.282552e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -12830880.000000 Penalty: 5713.506348
	Iteration 8F: 3 clusters Score -1.283088e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -12836151.000000 Penalty: 5713.506348
	Iteration 9F: 3 clusters Score -1.283615e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65450 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -12839552.000000 Penalty: 5713.506348
	Iteration 10Q: 3 clusters Score -1.283955e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -12841824.000000 Penalty: 5713.506348
	Iteration 11Q: 3 clusters Score -1.284182e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -12843891.000000 Penalty: 5713.506348
	Iteration 12Q: 3 clusters Score -1.284389e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -12845864.000000 Penalty: 5713.506348
	Iteration 13Q: 3 clusters Score -1.284586e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -12847504.000000 Penalty: 5713.506348
	Iteration 14Q: 3 clusters Score -1.28475e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -12848696.000000 Penalty: 5713.506348
	Iteration 15Q: 3 clusters Score -1.28487e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60475 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -12849420.000000 Penalty: 5713.506348
	Iteration 16Q: 3 clusters Score -1.284942e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -12849813.000000 Penalty: 5713.506348
	Iteration 17Q: 3 clusters Score -1.284981e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -12849983.000000 Penalty: 5713.506348
	Iteration 18Q: 3 clusters Score -1.284998e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -12850023.000000 Penalty: 5713.506348
	Iteration 19Q: 3 clusters Score -1.285002e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -12850057.000000 Penalty: 5713.506348
	Iteration 20F: 3 clusters Score -1.285006e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -12850086.000000 Penalty: 5713.506348
	Iteration 21Q: 3 clusters Score -1.285009e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -12850119.000000 Penalty: 5713.506348
	Iteration 22Q: 3 clusters Score -1.285012e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -12850123.000000 Penalty: 5713.506348
	Iteration 23Q: 3 clusters Score -1.285012e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -12850139.000000 Penalty: 5713.506348
	Iteration 24Q: 3 clusters Score -1.285014e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57793 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -12850115.000000 Penalty: 5713.506348
	Iteration 25Q: 3 clusters Score -1.285012e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57723 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -12850123.000000 Penalty: 5713.506348
	Iteration 26Q: 3 clusters Score -1.285012e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -12850145.000000 Penalty: 5713.506348
	Iteration 27Q: 3 clusters Score -1.285014e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57631 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -12850160.000000 Penalty: 5713.506348
	Iteration 28Q: 3 clusters Score -1.285016e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -12850148.000000 Penalty: 5713.506348
	Iteration 29Q: 3 clusters Score -1.285015e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -12850143.000000 Penalty: 5713.506348
	Iteration 30Q: 3 clusters Score -1.285014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -12850152.000000 Penalty: 5713.506348
	Iteration 31Q: 3 clusters Score -1.285015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57543 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -12850147.000000 Penalty: 5713.506348
	Iteration 32Q: 3 clusters Score -1.285015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -12850154.000000 Penalty: 5713.506348
	Iteration 33Q: 3 clusters Score -1.285015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -12850150.000000 Penalty: 5713.506348
	Iteration 34Q: 3 clusters Score -1.285015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -12850155.000000 Penalty: 5713.506348
	Iteration 35Q: 3 clusters Score -1.285016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -12850154.000000 Penalty: 5713.506348
	Iteration 36Q: 3 clusters Score -1.285015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -12850154.000000 Penalty: 5713.506348
	Iteration 37Q: 3 clusters Score -1.285015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -12850155.000000 Penalty: 5713.506348
	Iteration 38Q: 3 clusters Score -1.285016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -12850153.000000 Penalty: 5713.506348
	Iteration 39Q: 3 clusters Score -1.285015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -12850160.000000 Penalty: 5713.506348
	Iteration 40F: 3 clusters Score -1.285016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -12850149.000000 Penalty: 5713.506348
	Iteration 41Q: 3 clusters Score -1.285015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57478 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -12850160.000000 Penalty: 5713.506348
	Iteration 42Q: 3 clusters Score -1.285016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57475 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -12850148.000000 Penalty: 5713.506348
	Iteration 43Q: 3 clusters Score -1.285015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57470 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -12850155.000000 Penalty: 5713.506348
	Iteration 44Q: 3 clusters Score -1.285016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -12850153.000000 Penalty: 5713.506348
	Iteration 45Q: 3 clusters Score -1.285015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -12850153.000000 Penalty: 5713.506348
	Iteration 46Q: 3 clusters Score -1.285015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -12850154.000000 Penalty: 5713.506348
	Iteration 47Q: 3 clusters Score -1.285015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57453 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -12850157.000000 Penalty: 5713.506348
	Iteration 48Q: 3 clusters Score -1.285016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -12850159.000000 Penalty: 5713.506348
	Iteration 49Q: 3 clusters Score -1.285016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57445 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -12850153.000000 Penalty: 5713.506348
	Iteration 50Q: 3 clusters Score -1.285015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -12850153.000000 Penalty: 5713.506348
	Iteration 51Q: 3 clusters Score -1.285015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57440 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -12850151.000000 Penalty: 5713.506348
	Iteration 52Q: 3 clusters Score -1.285015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57440 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -12850151.000000 Penalty: 5713.506348
	Iteration 53F: 3 clusters Score -1.285015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 98424 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 12859 members 
Mstep: Class 6 contains 24290 members 
Mstep: Class 7 contains 8287 members 
Mstep: Class 8 contains 57440 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 113097 members 
Mstep: Class 11 contains 20520 members 
Mstep: Class 12 contains 31761 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 194660 members 
Mstep: Class 15 contains 40620 members 
Mstep: Class 16 contains 39514 members 
Mstep: Class 17 contains 234970 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 97185 members 
Mstep: Class 20 contains 67932 members 
Mstep: Class 21 contains 54770 members 
Mstep: Class 22 contains 5628 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 6708 members 
Mstep: Class 25 contains 43186 members 
Entering Unmasked Estep 
Score: -150724080.000000 Penalty: 86854.906250
Splitting cluster 8 changes total score from -150693376.000000 to -150724080.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -297015.218750 Penalty: 2000.886230
	Iteration 0F: 2 clusters Score -297015.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -294366.437500 Penalty: 4001.772461
	Iteration 0F: 3 clusters Score -294366.4 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -300270.343750 Penalty: 4001.772461
	Iteration 1F: 3 clusters Score -300270.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -303352.968750 Penalty: 4001.772461
	Iteration 2F: 3 clusters Score -303353 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -305803.187500 Penalty: 4001.772461
	Iteration 3F: 3 clusters Score -305803.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -306582.031250 Penalty: 4001.772461
	Iteration 4Q: 3 clusters Score -306582 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -306791.781250 Penalty: 4001.772461
	Iteration 5Q: 3 clusters Score -306791.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -306874.562500 Penalty: 4001.772461
	Iteration 6Q: 3 clusters Score -306874.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -306927.375000 Penalty: 4001.772461
	Iteration 7Q: 3 clusters Score -306927.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -306955.343750 Penalty: 4001.772461
	Iteration 8Q: 3 clusters Score -306955.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -306967.812500 Penalty: 4001.772461
	Iteration 9Q: 3 clusters Score -306967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -306970.031250 Penalty: 4001.772461
	Iteration 10Q: 3 clusters Score -306970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -306975.062500 Penalty: 4001.772461
	Iteration 11F: 3 clusters Score -306975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -306979.000000 Penalty: 4001.772461
	Iteration 12Q: 3 clusters Score -306979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -306981.625000 Penalty: 4001.772461
	Iteration 13Q: 3 clusters Score -306981.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -306981.625000 Penalty: 4001.772461
	Iteration 14F: 3 clusters Score -306981.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 98424 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 12859 members 
Mstep: Class 6 contains 24290 members 
Mstep: Class 7 contains 8287 members 
Mstep: Class 8 contains 57440 members 
Mstep: Class 9 contains 857 members 
Mstep: Class 10 contains 113097 members 
Mstep: Class 11 contains 20520 members 
Mstep: Class 12 contains 31761 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 194660 members 
Mstep: Class 15 contains 40620 members 
Mstep: Class 16 contains 39514 members 
Mstep: Class 17 contains 234970 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 97185 members 
Mstep: Class 20 contains 67932 members 
Mstep: Class 21 contains 54770 members 
Mstep: Class 22 contains 5628 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 6708 members 
Mstep: Class 25 contains 43186 members 
Mstep: Class 26 contains 2334 members 
Entering Unmasked Estep 
Score: -150732240.000000 Penalty: 90329.101562
Splitting cluster 9 changes total score from -150693376.000000 to -150732240.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (113097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113097 members 
Entering Unmasked Estep 
Score: -13598591.000000 Penalty: 2885.728516
	Iteration 0F: 2 clusters Score -1.359859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -13522777.000000 Penalty: 5771.457031
	Iteration 0F: 3 clusters Score -1.352278e+07 nChanged 53670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -13554656.000000 Penalty: 5771.457031
	Iteration 1F: 3 clusters Score -1.355466e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 60372 members 
Entering Unmasked Estep 
Score: -13557319.000000 Penalty: 5771.457031
	Iteration 2Q: 3 clusters Score -1.355732e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 62175 members 
Entering Unmasked Estep 
Score: -13560981.000000 Penalty: 5771.457031
	Iteration 3F: 3 clusters Score -1.356098e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 64320 members 
Entering Unmasked Estep 
Score: -13565721.000000 Penalty: 5771.457031
	Iteration 4F: 3 clusters Score -1.356572e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 66685 members 
Entering Unmasked Estep 
Score: -13570796.000000 Penalty: 5771.457031
	Iteration 5F: 3 clusters Score -1.35708e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 69196 members 
Entering Unmasked Estep 
Score: -13575479.000000 Penalty: 5771.457031
	Iteration 6F: 3 clusters Score -1.357548e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
Score: -13579799.000000 Penalty: 5771.457031
	Iteration 7F: 3 clusters Score -1.35798e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 74001 members 
Entering Unmasked Estep 
Score: -13583006.000000 Penalty: 5771.457031
	Iteration 8Q: 3 clusters Score -1.358301e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 75835 members 
Entering Unmasked Estep 
Score: -13585257.000000 Penalty: 5771.457031
	Iteration 9Q: 3 clusters Score -1.358526e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -13586770.000000 Penalty: 5771.457031
	Iteration 10Q: 3 clusters Score -1.358677e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 78500 members 
Entering Unmasked Estep 
Score: -13587952.000000 Penalty: 5771.457031
	Iteration 11Q: 3 clusters Score -1.358795e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -13588771.000000 Penalty: 5771.457031
	Iteration 12Q: 3 clusters Score -1.358877e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 80778 members 
Entering Unmasked Estep 
Score: -13589526.000000 Penalty: 5771.457031
	Iteration 13Q: 3 clusters Score -1.358953e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 81862 members 
Entering Unmasked Estep 
Score: -13590348.000000 Penalty: 5771.457031
	Iteration 14Q: 3 clusters Score -1.359035e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 82873 members 
Entering Unmasked Estep 
Score: -13591226.000000 Penalty: 5771.457031
	Iteration 15Q: 3 clusters Score -1.359123e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 83799 members 
Entering Unmasked Estep 
Score: -13592195.000000 Penalty: 5771.457031
	Iteration 16Q: 3 clusters Score -1.35922e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 84584 members 
Entering Unmasked Estep 
Score: -13593148.000000 Penalty: 5771.457031
	Iteration 17Q: 3 clusters Score -1.359315e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 85226 members 
Entering Unmasked Estep 
Score: -13594070.000000 Penalty: 5771.457031
	Iteration 18Q: 3 clusters Score -1.359407e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 85754 members 
Entering Unmasked Estep 
Score: -13594907.000000 Penalty: 5771.457031
	Iteration 19Q: 3 clusters Score -1.359491e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 86195 members 
Entering Unmasked Estep 
Score: -13595809.000000 Penalty: 5771.457031
	Iteration 20F: 3 clusters Score -1.359581e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -13596873.000000 Penalty: 5771.457031
	Iteration 21Q: 3 clusters Score -1.359687e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 86928 members 
Entering Unmasked Estep 
Score: -13597738.000000 Penalty: 5771.457031
	Iteration 22Q: 3 clusters Score -1.359774e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 87285 members 
Entering Unmasked Estep 
Score: -13598723.000000 Penalty: 5771.457031
	Iteration 23Q: 3 clusters Score -1.359872e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 87766 members 
Entering Unmasked Estep 
Score: -13599763.000000 Penalty: 5771.457031
	Iteration 24Q: 3 clusters Score -1.359976e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 88242 members 
Entering Unmasked Estep 
Score: -13600645.000000 Penalty: 5771.457031
	Iteration 25Q: 3 clusters Score -1.360064e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 88663 members 
Entering Unmasked Estep 
Score: -13601385.000000 Penalty: 5771.457031
	Iteration 26Q: 3 clusters Score -1.360138e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 89022 members 
Entering Unmasked Estep 
Score: -13601706.000000 Penalty: 5771.457031
	Iteration 27Q: 3 clusters Score -1.360171e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 89283 members 
Entering Unmasked Estep 
Score: -13601849.000000 Penalty: 5771.457031
	Iteration 28Q: 3 clusters Score -1.360185e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 89498 members 
Entering Unmasked Estep 
Score: -13601906.000000 Penalty: 5771.457031
	Iteration 29Q: 3 clusters Score -1.360191e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 89650 members 
Entering Unmasked Estep 
Score: -13601888.000000 Penalty: 5771.457031
	Iteration 30Q: 3 clusters Score -1.360189e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 89779 members 
Entering Unmasked Estep 
Score: -13601966.000000 Penalty: 5771.457031
	Iteration 31Q: 3 clusters Score -1.360197e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 89898 members 
Entering Unmasked Estep 
Score: -13601996.000000 Penalty: 5771.457031
	Iteration 32Q: 3 clusters Score -1.3602e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 89982 members 
Entering Unmasked Estep 
Score: -13602004.000000 Penalty: 5771.457031
	Iteration 33Q: 3 clusters Score -1.3602e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 90040 members 
Entering Unmasked Estep 
Score: -13602035.000000 Penalty: 5771.457031
	Iteration 34Q: 3 clusters Score -1.360204e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 90105 members 
Entering Unmasked Estep 
Score: -13602044.000000 Penalty: 5771.457031
	Iteration 35Q: 3 clusters Score -1.360204e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -13602034.000000 Penalty: 5771.457031
	Iteration 36Q: 3 clusters Score -1.360203e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 90219 members 
Entering Unmasked Estep 
Score: -13602049.000000 Penalty: 5771.457031
	Iteration 37Q: 3 clusters Score -1.360205e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 90252 members 
Entering Unmasked Estep 
Score: -13602035.000000 Penalty: 5771.457031
	Iteration 38Q: 3 clusters Score -1.360204e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 90280 members 
Entering Unmasked Estep 
Score: -13602028.000000 Penalty: 5771.457031
	Iteration 39Q: 3 clusters Score -1.360203e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 90299 members 
Entering Unmasked Estep 
Score: -13602027.000000 Penalty: 5771.457031
	Iteration 40F: 3 clusters Score -1.360203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 90313 members 
Entering Unmasked Estep 
Score: -13602019.000000 Penalty: 5771.457031
	Iteration 41Q: 3 clusters Score -1.360202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 90327 members 
Entering Unmasked Estep 
Score: -13602010.000000 Penalty: 5771.457031
	Iteration 42Q: 3 clusters Score -1.360201e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 90341 members 
Entering Unmasked Estep 
Score: -13602012.000000 Penalty: 5771.457031
	Iteration 43Q: 3 clusters Score -1.360201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 90350 members 
Entering Unmasked Estep 
Score: -13602008.000000 Penalty: 5771.457031
	Iteration 44Q: 3 clusters Score -1.360201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -13602024.000000 Penalty: 5771.457031
	Iteration 45Q: 3 clusters Score -1.360202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 90374 members 
Entering Unmasked Estep 
Score: -13602005.000000 Penalty: 5771.457031
	Iteration 46Q: 3 clusters Score -1.3602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 90382 members 
Entering Unmasked Estep 
Score: -13602015.000000 Penalty: 5771.457031
	Iteration 47Q: 3 clusters Score -1.360202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 90388 members 
Entering Unmasked Estep 
Score: -13602014.000000 Penalty: 5771.457031
	Iteration 48Q: 3 clusters Score -1.360201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -13602028.000000 Penalty: 5771.457031
	Iteration 49Q: 3 clusters Score -1.360203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -13602028.000000 Penalty: 5771.457031
	Iteration 50F: 3 clusters Score -1.360203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 98424 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 12859 members 
Mstep: Class 6 contains 24290 members 
Mstep: Class 7 contains 8287 members 
Mstep: Class 8 contains 57440 members 
Mstep: Class 9 contains 857 members 
Mstep: Class 10 contains 22708 members 
Mstep: Class 11 contains 20520 members 
Mstep: Class 12 contains 31761 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 194660 members 
Mstep: Class 15 contains 40620 members 
Mstep: Class 16 contains 39514 members 
Mstep: Class 17 contains 234970 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 97185 members 
Mstep: Class 20 contains 67932 members 
Mstep: Class 21 contains 54770 members 
Mstep: Class 22 contains 5628 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 6708 members 
Mstep: Class 25 contains 43186 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 90389 members 
Entering Unmasked Estep 
Score: -150734880.000000 Penalty: 93803.296875
Splitting cluster 10 changes total score from -150693376.000000 to -150734880.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (20520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Entering Unmasked Estep 
Score: -2561357.500000 Penalty: 2462.430420
	Iteration 0F: 2 clusters Score -2561358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2546980.750000 Penalty: 4924.860840
	Iteration 0F: 3 clusters Score -2546981 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2552341.500000 Penalty: 4924.860840
	Iteration 1F: 3 clusters Score -2552342 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2553416.000000 Penalty: 4924.860840
	Iteration 2F: 3 clusters Score -2553416 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2554678.500000 Penalty: 4924.860840
	Iteration 3F: 3 clusters Score -2554678 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2556127.500000 Penalty: 4924.860840
	Iteration 4F: 3 clusters Score -2556128 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2557376.000000 Penalty: 4924.860840
	Iteration 5F: 3 clusters Score -2557376 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2558361.750000 Penalty: 4924.860840
	Iteration 6F: 3 clusters Score -2558362 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2559123.500000 Penalty: 4924.860840
	Iteration 7Q: 3 clusters Score -2559124 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2559681.000000 Penalty: 4924.860840
	Iteration 8Q: 3 clusters Score -2559681 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2560025.000000 Penalty: 4924.860840
	Iteration 9Q: 3 clusters Score -2560025 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2560287.750000 Penalty: 4924.860840
	Iteration 10Q: 3 clusters Score -2560288 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2560516.500000 Penalty: 4924.860840
	Iteration 11Q: 3 clusters Score -2560516 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2560693.250000 Penalty: 4924.860840
	Iteration 12Q: 3 clusters Score -2560693 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2560861.750000 Penalty: 4924.860840
	Iteration 13Q: 3 clusters Score -2560862 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2560983.250000 Penalty: 4924.860840
	Iteration 14Q: 3 clusters Score -2560983 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2561120.500000 Penalty: 4924.860840
	Iteration 15Q: 3 clusters Score -2561120 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2561251.000000 Penalty: 4924.860840
	Iteration 16Q: 3 clusters Score -2561251 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2561417.000000 Penalty: 4924.860840
	Iteration 17Q: 3 clusters Score -2561417 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2561549.500000 Penalty: 4924.860840
	Iteration 18Q: 3 clusters Score -2561550 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2561638.000000 Penalty: 4924.860840
	Iteration 19Q: 3 clusters Score -2561638 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2561707.250000 Penalty: 4924.860840
	Iteration 20F: 3 clusters Score -2561707 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2561770.750000 Penalty: 4924.860840
	Iteration 21Q: 3 clusters Score -2561771 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2561816.250000 Penalty: 4924.860840
	Iteration 22Q: 3 clusters Score -2561816 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2561843.000000 Penalty: 4924.860840
	Iteration 23Q: 3 clusters Score -2561843 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2561862.750000 Penalty: 4924.860840
	Iteration 24Q: 3 clusters Score -2561863 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2561881.500000 Penalty: 4924.860840
	Iteration 25Q: 3 clusters Score -2561882 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2561896.000000 Penalty: 4924.860840
	Iteration 26Q: 3 clusters Score -2561896 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2561908.250000 Penalty: 4924.860840
	Iteration 27Q: 3 clusters Score -2561908 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2561926.250000 Penalty: 4924.860840
	Iteration 28Q: 3 clusters Score -2561926 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2561935.250000 Penalty: 4924.860840
	Iteration 29Q: 3 clusters Score -2561935 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2561952.500000 Penalty: 4924.860840
	Iteration 30Q: 3 clusters Score -2561952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2561964.250000 Penalty: 4924.860840
	Iteration 31Q: 3 clusters Score -2561964 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2561972.000000 Penalty: 4924.860840
	Iteration 32Q: 3 clusters Score -2561972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2561986.750000 Penalty: 4924.860840
	Iteration 33Q: 3 clusters Score -2561987 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2561980.250000 Penalty: 4924.860840
	Iteration 34Q: 3 clusters Score -2561980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2561996.500000 Penalty: 4924.860840
	Iteration 35Q: 3 clusters Score -2561996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2562000.750000 Penalty: 4924.860840
	Iteration 36Q: 3 clusters Score -2562001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2561998.500000 Penalty: 4924.860840
	Iteration 37Q: 3 clusters Score -2561998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2562004.250000 Penalty: 4924.860840
	Iteration 38Q: 3 clusters Score -2562004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2562007.750000 Penalty: 4924.860840
	Iteration 39Q: 3 clusters Score -2562008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2562009.750000 Penalty: 4924.860840
	Iteration 40F: 3 clusters Score -2562010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2562003.500000 Penalty: 4924.860840
	Iteration 41Q: 3 clusters Score -2562004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2562004.250000 Penalty: 4924.860840
	Iteration 42Q: 3 clusters Score -2562004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2562004.750000 Penalty: 4924.860840
	Iteration 43Q: 3 clusters Score -2562005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2562008.500000 Penalty: 4924.860840
	Iteration 44Q: 3 clusters Score -2562008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2562010.000000 Penalty: 4924.860840
	Iteration 45Q: 3 clusters Score -2562010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2562013.000000 Penalty: 4924.860840
	Iteration 46Q: 3 clusters Score -2562013 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2562021.500000 Penalty: 4924.860840
	Iteration 47Q: 3 clusters Score -2562022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2562032.250000 Penalty: 4924.860840
	Iteration 48Q: 3 clusters Score -2562032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2562033.250000 Penalty: 4924.860840
	Iteration 49Q: 3 clusters Score -2562033 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2562043.250000 Penalty: 4924.860840
	Iteration 50Q: 3 clusters Score -2562043 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2562050.000000 Penalty: 4924.860840
	Iteration 51Q: 3 clusters Score -2562050 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2562057.000000 Penalty: 4924.860840
	Iteration 52Q: 3 clusters Score -2562057 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2562055.500000 Penalty: 4924.860840
	Iteration 53Q: 3 clusters Score -2562056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2562068.500000 Penalty: 4924.860840
	Iteration 54Q: 3 clusters Score -2562068 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2562072.250000 Penalty: 4924.860840
	Iteration 55Q: 3 clusters Score -2562072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2562080.500000 Penalty: 4924.860840
	Iteration 56Q: 3 clusters Score -2562080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2562082.750000 Penalty: 4924.860840
	Iteration 57Q: 3 clusters Score -2562083 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2562101.500000 Penalty: 4924.860840
	Iteration 58Q: 3 clusters Score -2562102 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2562115.500000 Penalty: 4924.860840
	Iteration 59Q: 3 clusters Score -2562116 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2562131.500000 Penalty: 4924.860840
	Iteration 60F: 3 clusters Score -2562132 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2562140.000000 Penalty: 4924.860840
	Iteration 61Q: 3 clusters Score -2562140 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2562170.500000 Penalty: 4924.860840
	Iteration 62Q: 3 clusters Score -2562170 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2562198.500000 Penalty: 4924.860840
	Iteration 63Q: 3 clusters Score -2562198 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2562227.750000 Penalty: 4924.860840
	Iteration 64Q: 3 clusters Score -2562228 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2562244.250000 Penalty: 4924.860840
	Iteration 65Q: 3 clusters Score -2562244 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2562280.500000 Penalty: 4924.860840
	Iteration 66Q: 3 clusters Score -2562280 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2562295.750000 Penalty: 4924.860840
	Iteration 67Q: 3 clusters Score -2562296 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2562322.500000 Penalty: 4924.860840
	Iteration 68Q: 3 clusters Score -2562322 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2562353.750000 Penalty: 4924.860840
	Iteration 69Q: 3 clusters Score -2562354 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2562393.000000 Penalty: 4924.860840
	Iteration 70Q: 3 clusters Score -2562393 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2562425.750000 Penalty: 4924.860840
	Iteration 71Q: 3 clusters Score -2562426 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2562471.500000 Penalty: 4924.860840
	Iteration 72Q: 3 clusters Score -2562472 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2562537.750000 Penalty: 4924.860840
	Iteration 73Q: 3 clusters Score -2562538 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2562620.250000 Penalty: 4924.860840
	Iteration 74Q: 3 clusters Score -2562620 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2562697.250000 Penalty: 4924.860840
	Iteration 75Q: 3 clusters Score -2562697 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2562841.000000 Penalty: 4924.860840
	Iteration 76Q: 3 clusters Score -2562841 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2562978.000000 Penalty: 4924.860840
	Iteration 77Q: 3 clusters Score -2562978 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2563191.750000 Penalty: 4924.860840
	Iteration 78Q: 3 clusters Score -2563192 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2563446.500000 Penalty: 4924.860840
	Iteration 79Q: 3 clusters Score -2563446 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2563836.250000 Penalty: 4924.860840
	Iteration 80F: 3 clusters Score -2563836 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2564295.250000 Penalty: 4924.860840
	Iteration 81Q: 3 clusters Score -2564295 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2564811.000000 Penalty: 4924.860840
	Iteration 82Q: 3 clusters Score -2564811 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2565195.000000 Penalty: 4924.860840
	Iteration 83Q: 3 clusters Score -2565195 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2565447.000000 Penalty: 4924.860840
	Iteration 84Q: 3 clusters Score -2565447 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2565620.250000 Penalty: 4924.860840
	Iteration 85Q: 3 clusters Score -2565620 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2565761.000000 Penalty: 4924.860840
	Iteration 86Q: 3 clusters Score -2565761 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2565827.250000 Penalty: 4924.860840
	Iteration 87Q: 3 clusters Score -2565827 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2565892.000000 Penalty: 4924.860840
	Iteration 88Q: 3 clusters Score -2565892 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2565920.500000 Penalty: 4924.860840
	Iteration 89Q: 3 clusters Score -2565920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2565931.750000 Penalty: 4924.860840
	Iteration 90Q: 3 clusters Score -2565932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2565945.750000 Penalty: 4924.860840
	Iteration 91Q: 3 clusters Score -2565946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2565947.000000 Penalty: 4924.860840
	Iteration 92Q: 3 clusters Score -2565947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2565953.250000 Penalty: 4924.860840
	Iteration 93Q: 3 clusters Score -2565953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2565955.750000 Penalty: 4924.860840
	Iteration 94Q: 3 clusters Score -2565956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2565960.500000 Penalty: 4924.860840
	Iteration 95Q: 3 clusters Score -2565960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2565958.250000 Penalty: 4924.860840
	Iteration 96Q: 3 clusters Score -2565958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2565959.000000 Penalty: 4924.860840
	Iteration 97Q: 3 clusters Score -2565959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2565955.500000 Penalty: 4924.860840
	Iteration 98Q: 3 clusters Score -2565956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2565955.000000 Penalty: 4924.860840
	Iteration 99Q: 3 clusters Score -2565955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2565955.000000 Penalty: 4924.860840
	Iteration 100F: 3 clusters Score -2565955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 98424 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 12859 members 
Mstep: Class 6 contains 24290 members 
Mstep: Class 7 contains 8287 members 
Mstep: Class 8 contains 57440 members 
Mstep: Class 9 contains 857 members 
Mstep: Class 10 contains 22708 members 
Mstep: Class 11 contains 15437 members 
Mstep: Class 12 contains 31761 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 194660 members 
Mstep: Class 15 contains 40620 members 
Mstep: Class 16 contains 39514 members 
Mstep: Class 17 contains 234970 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 97185 members 
Mstep: Class 20 contains 67932 members 
Mstep: Class 21 contains 54770 members 
Mstep: Class 22 contains 5628 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 6708 members 
Mstep: Class 25 contains 43186 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 90389 members 
Mstep: Class 28 contains 5083 members 
Entering Unmasked Estep 
Score: -150738832.000000 Penalty: 97277.492188
Splitting cluster 11 changes total score from -150693376.000000 to -150738832.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (31761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Entering Unmasked Estep 
Score: -4060393.500000 Penalty: 2570.766602
	Iteration 0F: 2 clusters Score -4060394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -4038659.000000 Penalty: 5141.533203
	Iteration 0F: 3 clusters Score -4038659 nChanged 14354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -4046771.000000 Penalty: 5141.533203
	Iteration 1F: 3 clusters Score -4046771 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -4047707.000000 Penalty: 5141.533203
	Iteration 2F: 3 clusters Score -4047707 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -4048910.250000 Penalty: 5141.533203
	Iteration 3F: 3 clusters Score -4048910 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -4050409.000000 Penalty: 5141.533203
	Iteration 4F: 3 clusters Score -4050409 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -4052098.500000 Penalty: 5141.533203
	Iteration 5F: 3 clusters Score -4052098 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -4053756.500000 Penalty: 5141.533203
	Iteration 6F: 3 clusters Score -4053756 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -4055104.250000 Penalty: 5141.533203
	Iteration 7F: 3 clusters Score -4055104 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -4056058.000000 Penalty: 5141.533203
	Iteration 8F: 3 clusters Score -4056058 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -4056678.250000 Penalty: 5141.533203
	Iteration 9Q: 3 clusters Score -4056678 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -4057025.500000 Penalty: 5141.533203
	Iteration 10Q: 3 clusters Score -4057026 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -4057259.250000 Penalty: 5141.533203
	Iteration 11Q: 3 clusters Score -4057259 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -4057424.750000 Penalty: 5141.533203
	Iteration 12Q: 3 clusters Score -4057425 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -4057500.250000 Penalty: 5141.533203
	Iteration 13Q: 3 clusters Score -4057500 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -4057576.750000 Penalty: 5141.533203
	Iteration 14Q: 3 clusters Score -4057577 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -4057608.750000 Penalty: 5141.533203
	Iteration 15Q: 3 clusters Score -4057609 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -4057648.750000 Penalty: 5141.533203
	Iteration 16Q: 3 clusters Score -4057649 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4057696.250000 Penalty: 5141.533203
	Iteration 17Q: 3 clusters Score -4057696 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -4057716.750000 Penalty: 5141.533203
	Iteration 18Q: 3 clusters Score -4057717 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -4057720.000000 Penalty: 5141.533203
	Iteration 19Q: 3 clusters Score -4057720 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -4057735.500000 Penalty: 5141.533203
	Iteration 20F: 3 clusters Score -4057736 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -4057747.750000 Penalty: 5141.533203
	Iteration 21Q: 3 clusters Score -4057748 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -4057768.000000 Penalty: 5141.533203
	Iteration 22Q: 3 clusters Score -4057768 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -4057787.250000 Penalty: 5141.533203
	Iteration 23Q: 3 clusters Score -4057787 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -4057787.750000 Penalty: 5141.533203
	Iteration 24Q: 3 clusters Score -4057788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -4057786.750000 Penalty: 5141.533203
	Iteration 25Q: 3 clusters Score -4057787 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -4057787.000000 Penalty: 5141.533203
	Iteration 26Q: 3 clusters Score -4057787 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -4057796.000000 Penalty: 5141.533203
	Iteration 27Q: 3 clusters Score -4057796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -4057791.750000 Penalty: 5141.533203
	Iteration 28Q: 3 clusters Score -4057792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -4057789.750000 Penalty: 5141.533203
	Iteration 29Q: 3 clusters Score -4057790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -4057800.500000 Penalty: 5141.533203
	Iteration 30Q: 3 clusters Score -4057800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -4057807.000000 Penalty: 5141.533203
	Iteration 31Q: 3 clusters Score -4057807 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -4057800.750000 Penalty: 5141.533203
	Iteration 32Q: 3 clusters Score -4057801 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -4057817.000000 Penalty: 5141.533203
	Iteration 33Q: 3 clusters Score -4057817 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -4057813.250000 Penalty: 5141.533203
	Iteration 34Q: 3 clusters Score -4057813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -4057824.750000 Penalty: 5141.533203
	Iteration 35Q: 3 clusters Score -4057825 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -4057836.000000 Penalty: 5141.533203
	Iteration 36Q: 3 clusters Score -4057836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -4057837.250000 Penalty: 5141.533203
	Iteration 37Q: 3 clusters Score -4057837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -4057838.500000 Penalty: 5141.533203
	Iteration 38Q: 3 clusters Score -4057838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -4057843.000000 Penalty: 5141.533203
	Iteration 39Q: 3 clusters Score -4057843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -4057843.000000 Penalty: 5141.533203
	Iteration 40F: 3 clusters Score -4057843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -4057845.250000 Penalty: 5141.533203
	Iteration 41Q: 3 clusters Score -4057845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -4057843.500000 Penalty: 5141.533203
	Iteration 42Q: 3 clusters Score -4057844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -4057841.250000 Penalty: 5141.533203
	Iteration 43Q: 3 clusters Score -4057841 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -4057843.000000 Penalty: 5141.533203
	Iteration 44Q: 3 clusters Score -4057843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -4057836.000000 Penalty: 5141.533203
	Iteration 45Q: 3 clusters Score -4057836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -4057831.250000 Penalty: 5141.533203
	Iteration 46Q: 3 clusters Score -4057831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -4057833.250000 Penalty: 5141.533203
	Iteration 47Q: 3 clusters Score -4057833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -4057833.000000 Penalty: 5141.533203
	Iteration 48Q: 3 clusters Score -4057833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -4057822.750000 Penalty: 5141.533203
	Iteration 49Q: 3 clusters Score -4057823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -4057832.500000 Penalty: 5141.533203
	Iteration 50Q: 3 clusters Score -4057832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -4057839.250000 Penalty: 5141.533203
	Iteration 51Q: 3 clusters Score -4057839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -4057838.750000 Penalty: 5141.533203
	Iteration 52Q: 3 clusters Score -4057839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -4057837.500000 Penalty: 5141.533203
	Iteration 53Q: 3 clusters Score -4057838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -4057833.750000 Penalty: 5141.533203
	Iteration 54Q: 3 clusters Score -4057834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -4057835.250000 Penalty: 5141.533203
	Iteration 55Q: 3 clusters Score -4057835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -4057841.000000 Penalty: 5141.533203
	Iteration 56Q: 3 clusters Score -4057841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -4057850.750000 Penalty: 5141.533203
	Iteration 57Q: 3 clusters Score -4057851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -4057851.750000 Penalty: 5141.533203
	Iteration 58Q: 3 clusters Score -4057852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -4057848.000000 Penalty: 5141.533203
	Iteration 59Q: 3 clusters Score -4057848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -4057857.250000 Penalty: 5141.533203
	Iteration 60F: 3 clusters Score -4057857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -4057860.750000 Penalty: 5141.533203
	Iteration 61Q: 3 clusters Score -4057861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -4057864.000000 Penalty: 5141.533203
	Iteration 62Q: 3 clusters Score -4057864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -4057856.750000 Penalty: 5141.533203
	Iteration 63Q: 3 clusters Score -4057857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -4057860.000000 Penalty: 5141.533203
	Iteration 64Q: 3 clusters Score -4057860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -4057874.000000 Penalty: 5141.533203
	Iteration 65Q: 3 clusters Score -4057874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -4057869.500000 Penalty: 5141.533203
	Iteration 66Q: 3 clusters Score -4057870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -4057865.750000 Penalty: 5141.533203
	Iteration 67Q: 3 clusters Score -4057866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -4057870.500000 Penalty: 5141.533203
	Iteration 68Q: 3 clusters Score -4057870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -4057871.250000 Penalty: 5141.533203
	Iteration 69Q: 3 clusters Score -4057871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -4057867.750000 Penalty: 5141.533203
	Iteration 70Q: 3 clusters Score -4057868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -4057869.000000 Penalty: 5141.533203
	Iteration 71Q: 3 clusters Score -4057869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -4057865.000000 Penalty: 5141.533203
	Iteration 72Q: 3 clusters Score -4057865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -4057868.000000 Penalty: 5141.533203
	Iteration 73Q: 3 clusters Score -4057868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -4057881.500000 Penalty: 5141.533203
	Iteration 74Q: 3 clusters Score -4057882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -4057871.500000 Penalty: 5141.533203
	Iteration 75Q: 3 clusters Score -4057872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -4057868.750000 Penalty: 5141.533203
	Iteration 76Q: 3 clusters Score -4057869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -4057866.750000 Penalty: 5141.533203
	Iteration 77Q: 3 clusters Score -4057867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -4057876.250000 Penalty: 5141.533203
	Iteration 78Q: 3 clusters Score -4057876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -4057881.000000 Penalty: 5141.533203
	Iteration 79Q: 3 clusters Score -4057881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -4057881.250000 Penalty: 5141.533203
	Iteration 80F: 3 clusters Score -4057881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -4057880.250000 Penalty: 5141.533203
	Iteration 81Q: 3 clusters Score -4057880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -4057878.000000 Penalty: 5141.533203
	Iteration 82Q: 3 clusters Score -4057878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -4057875.000000 Penalty: 5141.533203
	Iteration 83Q: 3 clusters Score -4057875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -4057883.250000 Penalty: 5141.533203
	Iteration 84Q: 3 clusters Score -4057883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -4057886.000000 Penalty: 5141.533203
	Iteration 85Q: 3 clusters Score -4057886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -4057884.750000 Penalty: 5141.533203
	Iteration 86Q: 3 clusters Score -4057885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -4057887.250000 Penalty: 5141.533203
	Iteration 87Q: 3 clusters Score -4057887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -4057887.000000 Penalty: 5141.533203
	Iteration 88Q: 3 clusters Score -4057887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -4057887.250000 Penalty: 5141.533203
	Iteration 89Q: 3 clusters Score -4057887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -4057886.000000 Penalty: 5141.533203
	Iteration 90Q: 3 clusters Score -4057886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -4057887.750000 Penalty: 5141.533203
	Iteration 91Q: 3 clusters Score -4057888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -4057888.750000 Penalty: 5141.533203
	Iteration 92Q: 3 clusters Score -4057889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -4057891.250000 Penalty: 5141.533203
	Iteration 93Q: 3 clusters Score -4057891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -4057890.500000 Penalty: 5141.533203
	Iteration 94Q: 3 clusters Score -4057890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -4057887.250000 Penalty: 5141.533203
	Iteration 95Q: 3 clusters Score -4057887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -4057893.750000 Penalty: 5141.533203
	Iteration 96Q: 3 clusters Score -4057894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -4057892.000000 Penalty: 5141.533203
	Iteration 97Q: 3 clusters Score -4057892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -4057892.000000 Penalty: 5141.533203
	Iteration 98F: 3 clusters Score -4057892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Entering Unmasked Estep 
Score: -1946605.125000 Penalty: 2403.852051
	Iteration 0F: 2 clusters Score -1946605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1935057.750000 Penalty: 4807.704102
	Iteration 0F: 3 clusters Score -1935058 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1939016.375000 Penalty: 4807.704102
	Iteration 1F: 3 clusters Score -1939016 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1939748.125000 Penalty: 4807.704102
	Iteration 2F: 3 clusters Score -1939748 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1940442.000000 Penalty: 4807.704102
	Iteration 3F: 3 clusters Score -1940442 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1941144.625000 Penalty: 4807.704102
	Iteration 4F: 3 clusters Score -1941145 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1941984.750000 Penalty: 4807.704102
	Iteration 5F: 3 clusters Score -1941985 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1942908.875000 Penalty: 4807.704102
	Iteration 6F: 3 clusters Score -1942909 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1943796.625000 Penalty: 4807.704102
	Iteration 7F: 3 clusters Score -1943797 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1944568.125000 Penalty: 4807.704102
	Iteration 8F: 3 clusters Score -1944568 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1945188.875000 Penalty: 4807.704102
	Iteration 9Q: 3 clusters Score -1945189 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1945621.625000 Penalty: 4807.704102
	Iteration 10Q: 3 clusters Score -1945622 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1945901.875000 Penalty: 4807.704102
	Iteration 11Q: 3 clusters Score -1945902 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1946062.625000 Penalty: 4807.704102
	Iteration 12Q: 3 clusters Score -1946063 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1946156.250000 Penalty: 4807.704102
	Iteration 13Q: 3 clusters Score -1946156 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1946210.750000 Penalty: 4807.704102
	Iteration 14Q: 3 clusters Score -1946211 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1946232.875000 Penalty: 4807.704102
	Iteration 15Q: 3 clusters Score -1946233 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1946253.625000 Penalty: 4807.704102
	Iteration 16Q: 3 clusters Score -1946254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1946262.625000 Penalty: 4807.704102
	Iteration 17Q: 3 clusters Score -1946263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1946262.750000 Penalty: 4807.704102
	Iteration 18Q: 3 clusters Score -1946263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1946267.625000 Penalty: 4807.704102
	Iteration 19Q: 3 clusters Score -1946268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1946267.125000 Penalty: 4807.704102
	Iteration 20F: 3 clusters Score -1946267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1946272.000000 Penalty: 4807.704102
	Iteration 21Q: 3 clusters Score -1946272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1946273.250000 Penalty: 4807.704102
	Iteration 22Q: 3 clusters Score -1946273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1946270.125000 Penalty: 4807.704102
	Iteration 23Q: 3 clusters Score -1946270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1946272.625000 Penalty: 4807.704102
	Iteration 24Q: 3 clusters Score -1946273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1946272.375000 Penalty: 4807.704102
	Iteration 25Q: 3 clusters Score -1946272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1946276.250000 Penalty: 4807.704102
	Iteration 26Q: 3 clusters Score -1946276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1946276.250000 Penalty: 4807.704102
	Iteration 27F: 3 clusters Score -1946276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (194660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194660 members 
Entering Unmasked Estep 
Score: -24932938.000000 Penalty: 3020.394287
	Iteration 0F: 2 clusters Score -2.493294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97566 members 
Mstep: Class 2 contains 97094 members 
Entering Unmasked Estep 
Score: -24804306.000000 Penalty: 6040.788574
	Iteration 0F: 3 clusters Score -2.480431e+07 nChanged 93464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102322 members 
Mstep: Class 2 contains 92338 members 
Entering Unmasked Estep 
Score: -24861524.000000 Penalty: 6040.788574
	Iteration 1F: 3 clusters Score -2.486152e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104700 members 
Mstep: Class 2 contains 89960 members 
Entering Unmasked Estep 
Score: -24865320.000000 Penalty: 6040.788574
	Iteration 2Q: 3 clusters Score -2.486532e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107264 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -24870136.000000 Penalty: 6040.788574
	Iteration 3Q: 3 clusters Score -2.487014e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109680 members 
Mstep: Class 2 contains 84980 members 
Entering Unmasked Estep 
Score: -24874754.000000 Penalty: 6040.788574
	Iteration 4F: 3 clusters Score -2.487475e+07 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112401 members 
Mstep: Class 2 contains 82259 members 
Entering Unmasked Estep 
Score: -24879460.000000 Penalty: 6040.788574
	Iteration 5F: 3 clusters Score -2.487946e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115645 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -24884950.000000 Penalty: 6040.788574
	Iteration 6F: 3 clusters Score -2.488495e+07 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119448 members 
Mstep: Class 2 contains 75212 members 
Entering Unmasked Estep 
Score: -24890886.000000 Penalty: 6040.788574
	Iteration 7F: 3 clusters Score -2.489089e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123575 members 
Mstep: Class 2 contains 71085 members 
Entering Unmasked Estep 
Score: -24897204.000000 Penalty: 6040.788574
	Iteration 8F: 3 clusters Score -2.48972e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127378 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -24902236.000000 Penalty: 6040.788574
	Iteration 9Q: 3 clusters Score -2.490224e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130612 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -24905280.000000 Penalty: 6040.788574
	Iteration 10Q: 3 clusters Score -2.490528e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133386 members 
Mstep: Class 2 contains 61274 members 
Entering Unmasked Estep 
Score: -24907156.000000 Penalty: 6040.788574
	Iteration 11Q: 3 clusters Score -2.490716e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136049 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -24908336.000000 Penalty: 6040.788574
	Iteration 12Q: 3 clusters Score -2.490834e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138731 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -24909242.000000 Penalty: 6040.788574
	Iteration 13Q: 3 clusters Score -2.490924e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141478 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -24910018.000000 Penalty: 6040.788574
	Iteration 14Q: 3 clusters Score -2.491002e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144299 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -24910662.000000 Penalty: 6040.788574
	Iteration 15Q: 3 clusters Score -2.491066e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147286 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -24911508.000000 Penalty: 6040.788574
	Iteration 16Q: 3 clusters Score -2.491151e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150383 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -24912426.000000 Penalty: 6040.788574
	Iteration 17Q: 3 clusters Score -2.491243e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153526 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -24913422.000000 Penalty: 6040.788574
	Iteration 18Q: 3 clusters Score -2.491342e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156860 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -24914470.000000 Penalty: 6040.788574
	Iteration 19Q: 3 clusters Score -2.491447e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160320 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -24915580.000000 Penalty: 6040.788574
	Iteration 20F: 3 clusters Score -2.491558e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163712 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -24916660.000000 Penalty: 6040.788574
	Iteration 21Q: 3 clusters Score -2.491666e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167088 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -24918078.000000 Penalty: 6040.788574
	Iteration 22Q: 3 clusters Score -2.491808e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170503 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -24919310.000000 Penalty: 6040.788574
	Iteration 23Q: 3 clusters Score -2.491931e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173811 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -24920652.000000 Penalty: 6040.788574
	Iteration 24Q: 3 clusters Score -2.492065e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177002 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -24922220.000000 Penalty: 6040.788574
	Iteration 25Q: 3 clusters Score -2.492222e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179967 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -24923524.000000 Penalty: 6040.788574
	Iteration 26Q: 3 clusters Score -2.492352e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182769 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -24924710.000000 Penalty: 6040.788574
	Iteration 27Q: 3 clusters Score -2.492471e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185229 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -24926128.000000 Penalty: 6040.788574
	Iteration 28Q: 3 clusters Score -2.492613e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187347 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -24927342.000000 Penalty: 6040.788574
	Iteration 29Q: 3 clusters Score -2.492734e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189057 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -24928140.000000 Penalty: 6040.788574
	Iteration 30Q: 3 clusters Score -2.492814e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190345 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -24928694.000000 Penalty: 6040.788574
	Iteration 31Q: 3 clusters Score -2.492869e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191334 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -24929168.000000 Penalty: 6040.788574
	Iteration 32Q: 3 clusters Score -2.492917e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192061 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -24929618.000000 Penalty: 6040.788574
	Iteration 33Q: 3 clusters Score -2.492962e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192553 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -24929806.000000 Penalty: 6040.788574
	Iteration 34Q: 3 clusters Score -2.492981e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192878 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -24929900.000000 Penalty: 6040.788574
	Iteration 35Q: 3 clusters Score -2.49299e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193093 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -24930016.000000 Penalty: 6040.788574
	Iteration 36Q: 3 clusters Score -2.493002e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193263 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -24930124.000000 Penalty: 6040.788574
	Iteration 37Q: 3 clusters Score -2.493012e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193403 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -24930224.000000 Penalty: 6040.788574
	Iteration 38Q: 3 clusters Score -2.493022e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193502 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -24930284.000000 Penalty: 6040.788574
	Iteration 39Q: 3 clusters Score -2.493028e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193576 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -24930336.000000 Penalty: 6040.788574
	Iteration 40F: 3 clusters Score -2.493034e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193628 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -24930372.000000 Penalty: 6040.788574
	Iteration 41Q: 3 clusters Score -2.493037e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193667 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -24930380.000000 Penalty: 6040.788574
	Iteration 42Q: 3 clusters Score -2.493038e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193687 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -24930380.000000 Penalty: 6040.788574
	Iteration 43Q: 3 clusters Score -2.493038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193706 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -24930388.000000 Penalty: 6040.788574
	Iteration 44Q: 3 clusters Score -2.493039e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193727 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -24930402.000000 Penalty: 6040.788574
	Iteration 45Q: 3 clusters Score -2.49304e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193740 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -24930416.000000 Penalty: 6040.788574
	Iteration 46Q: 3 clusters Score -2.493042e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193752 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -24930438.000000 Penalty: 6040.788574
	Iteration 47Q: 3 clusters Score -2.493044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193760 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -24930434.000000 Penalty: 6040.788574
	Iteration 48Q: 3 clusters Score -2.493043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193767 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -24930432.000000 Penalty: 6040.788574
	Iteration 49Q: 3 clusters Score -2.493043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193772 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -24930438.000000 Penalty: 6040.788574
	Iteration 50Q: 3 clusters Score -2.493044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193773 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -24930434.000000 Penalty: 6040.788574
	Iteration 51Q: 3 clusters Score -2.493043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193775 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -24930428.000000 Penalty: 6040.788574
	Iteration 52Q: 3 clusters Score -2.493043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193775 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -24930436.000000 Penalty: 6040.788574
	Iteration 53Q: 3 clusters Score -2.493044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193775 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -24930436.000000 Penalty: 6040.788574
	Iteration 54F: 3 clusters Score -2.493044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Entering Unmasked Estep 
Score: -5063074.500000 Penalty: 2631.779785
	Iteration 0F: 2 clusters Score -5063074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -5035411.000000 Penalty: 5263.559570
	Iteration 0F: 3 clusters Score -5035411 nChanged 18713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -5046159.500000 Penalty: 5263.559570
	Iteration 1F: 3 clusters Score -5046160 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -5047812.000000 Penalty: 5263.559570
	Iteration 2F: 3 clusters Score -5047812 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -5050858.500000 Penalty: 5263.559570
	Iteration 3F: 3 clusters Score -5050858 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -5055178.000000 Penalty: 5263.559570
	Iteration 4F: 3 clusters Score -5055178 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -5058860.000000 Penalty: 5263.559570
	Iteration 5F: 3 clusters Score -5058860 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -5061003.500000 Penalty: 5263.559570
	Iteration 6F: 3 clusters Score -5061004 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -5062118.000000 Penalty: 5263.559570
	Iteration 7Q: 3 clusters Score -5062118 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -5062903.000000 Penalty: 5263.559570
	Iteration 8Q: 3 clusters Score -5062903 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -5063624.000000 Penalty: 5263.559570
	Iteration 9Q: 3 clusters Score -5063624 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -5064621.000000 Penalty: 5263.559570
	Iteration 10Q: 3 clusters Score -5064621 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -5066245.500000 Penalty: 5263.559570
	Iteration 11Q: 3 clusters Score -5066246 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -5068806.000000 Penalty: 5263.559570
	Iteration 12Q: 3 clusters Score -5068806 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -5071046.500000 Penalty: 5263.559570
	Iteration 13Q: 3 clusters Score -5071046 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -5073163.000000 Penalty: 5263.559570
	Iteration 14Q: 3 clusters Score -5073163 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -5075080.500000 Penalty: 5263.559570
	Iteration 15Q: 3 clusters Score -5075080 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -5076141.000000 Penalty: 5263.559570
	Iteration 16Q: 3 clusters Score -5076141 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -5076615.500000 Penalty: 5263.559570
	Iteration 17Q: 3 clusters Score -5076616 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -5076763.500000 Penalty: 5263.559570
	Iteration 18Q: 3 clusters Score -5076764 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -5076843.000000 Penalty: 5263.559570
	Iteration 19Q: 3 clusters Score -5076843 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -5076880.000000 Penalty: 5263.559570
	Iteration 20F: 3 clusters Score -5076880 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -5076886.500000 Penalty: 5263.559570
	Iteration 21Q: 3 clusters Score -5076886 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -5076909.500000 Penalty: 5263.559570
	Iteration 22Q: 3 clusters Score -5076910 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -5076908.500000 Penalty: 5263.559570
	Iteration 23Q: 3 clusters Score -5076908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -5076920.500000 Penalty: 5263.559570
	Iteration 24Q: 3 clusters Score -5076920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -5076918.500000 Penalty: 5263.559570
	Iteration 25Q: 3 clusters Score -5076918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -5076920.000000 Penalty: 5263.559570
	Iteration 26Q: 3 clusters Score -5076920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -5076912.500000 Penalty: 5263.559570
	Iteration 27Q: 3 clusters Score -5076912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -5076916.000000 Penalty: 5263.559570
	Iteration 28Q: 3 clusters Score -5076916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -5076926.000000 Penalty: 5263.559570
	Iteration 29Q: 3 clusters Score -5076926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -5076925.000000 Penalty: 5263.559570
	Iteration 30Q: 3 clusters Score -5076925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -5076925.500000 Penalty: 5263.559570
	Iteration 31Q: 3 clusters Score -5076926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -5076933.500000 Penalty: 5263.559570
	Iteration 32Q: 3 clusters Score -5076934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -5076940.500000 Penalty: 5263.559570
	Iteration 33Q: 3 clusters Score -5076940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -5076945.500000 Penalty: 5263.559570
	Iteration 34Q: 3 clusters Score -5076946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -5076943.500000 Penalty: 5263.559570
	Iteration 35Q: 3 clusters Score -5076944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -5076941.000000 Penalty: 5263.559570
	Iteration 36Q: 3 clusters Score -5076941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -5076941.500000 Penalty: 5263.559570
	Iteration 37Q: 3 clusters Score -5076942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -5076945.500000 Penalty: 5263.559570
	Iteration 38Q: 3 clusters Score -5076946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -5076941.000000 Penalty: 5263.559570
	Iteration 39Q: 3 clusters Score -5076941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -5076939.500000 Penalty: 5263.559570
	Iteration 40F: 3 clusters Score -5076940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -5076943.000000 Penalty: 5263.559570
	Iteration 41Q: 3 clusters Score -5076943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -5076944.000000 Penalty: 5263.559570
	Iteration 42Q: 3 clusters Score -5076944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -5076935.500000 Penalty: 5263.559570
	Iteration 43Q: 3 clusters Score -5076936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -5076938.000000 Penalty: 5263.559570
	Iteration 44Q: 3 clusters Score -5076938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -5076936.500000 Penalty: 5263.559570
	Iteration 45Q: 3 clusters Score -5076936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -5076942.000000 Penalty: 5263.559570
	Iteration 46Q: 3 clusters Score -5076942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -5076937.500000 Penalty: 5263.559570
	Iteration 47Q: 3 clusters Score -5076938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -5076942.000000 Penalty: 5263.559570
	Iteration 48Q: 3 clusters Score -5076942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -5076940.500000 Penalty: 5263.559570
	Iteration 49Q: 3 clusters Score -5076940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -5076934.500000 Penalty: 5263.559570
	Iteration 50Q: 3 clusters Score -5076934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -5076935.000000 Penalty: 5263.559570
	Iteration 51Q: 3 clusters Score -5076935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -5076938.000000 Penalty: 5263.559570
	Iteration 52Q: 3 clusters Score -5076938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -5076937.000000 Penalty: 5263.559570
	Iteration 53Q: 3 clusters Score -5076937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -5076941.000000 Penalty: 5263.559570
	Iteration 54Q: 3 clusters Score -5076941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -5076941.000000 Penalty: 5263.559570
	Iteration 55F: 3 clusters Score -5076941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 98424 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 12859 members 
Mstep: Class 6 contains 24290 members 
Mstep: Class 7 contains 8287 members 
Mstep: Class 8 contains 57440 members 
Mstep: Class 9 contains 857 members 
Mstep: Class 10 contains 22708 members 
Mstep: Class 11 contains 15437 members 
Mstep: Class 12 contains 31761 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 194660 members 
Mstep: Class 15 contains 21750 members 
Mstep: Class 16 contains 39514 members 
Mstep: Class 17 contains 234970 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 97185 members 
Mstep: Class 20 contains 67932 members 
Mstep: Class 21 contains 54770 members 
Mstep: Class 22 contains 5628 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 6708 members 
Mstep: Class 25 contains 43186 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 90389 members 
Mstep: Class 28 contains 5083 members 
Mstep: Class 29 contains 18870 members 
Entering Unmasked Estep 
Score: -150750800.000000 Penalty: 100751.687500
Splitting cluster 15 changes total score from -150693376.000000 to -150750800.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (39514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Entering Unmasked Estep 
Score: -5111942.000000 Penalty: 2624.933838
	Iteration 0F: 2 clusters Score -5111942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -5085266.000000 Penalty: 5249.867676
	Iteration 0F: 3 clusters Score -5085266 nChanged 18007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -5095408.000000 Penalty: 5249.867676
	Iteration 1F: 3 clusters Score -5095408 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -5096292.500000 Penalty: 5249.867676
	Iteration 2F: 3 clusters Score -5096292 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -5097396.500000 Penalty: 5249.867676
	Iteration 3F: 3 clusters Score -5097396 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -5098845.500000 Penalty: 5249.867676
	Iteration 4F: 3 clusters Score -5098846 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -5100758.000000 Penalty: 5249.867676
	Iteration 5F: 3 clusters Score -5100758 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -5103359.000000 Penalty: 5249.867676
	Iteration 6F: 3 clusters Score -5103359 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -5107053.000000 Penalty: 5249.867676
	Iteration 7F: 3 clusters Score -5107053 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -5110796.000000 Penalty: 5249.867676
	Iteration 8F: 3 clusters Score -5110796 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -5113635.500000 Penalty: 5249.867676
	Iteration 9F: 3 clusters Score -5113636 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -5115704.000000 Penalty: 5249.867676
	Iteration 10Q: 3 clusters Score -5115704 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -5116489.500000 Penalty: 5249.867676
	Iteration 11Q: 3 clusters Score -5116490 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -5116687.500000 Penalty: 5249.867676
	Iteration 12Q: 3 clusters Score -5116688 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -5116733.000000 Penalty: 5249.867676
	Iteration 13Q: 3 clusters Score -5116733 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -5116737.500000 Penalty: 5249.867676
	Iteration 14Q: 3 clusters Score -5116738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -5116730.500000 Penalty: 5249.867676
	Iteration 15Q: 3 clusters Score -5116730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -5116720.500000 Penalty: 5249.867676
	Iteration 16Q: 3 clusters Score -5116720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -5116717.500000 Penalty: 5249.867676
	Iteration 17Q: 3 clusters Score -5116718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -5116717.500000 Penalty: 5249.867676
	Iteration 18Q: 3 clusters Score -5116718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -5116714.500000 Penalty: 5249.867676
	Iteration 19Q: 3 clusters Score -5116714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -5116719.500000 Penalty: 5249.867676
	Iteration 20F: 3 clusters Score -5116720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -5116723.000000 Penalty: 5249.867676
	Iteration 21Q: 3 clusters Score -5116723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -5116721.000000 Penalty: 5249.867676
	Iteration 22Q: 3 clusters Score -5116721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -5116721.000000 Penalty: 5249.867676
	Iteration 23F: 3 clusters Score -5116721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 98424 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 12859 members 
Mstep: Class 6 contains 24290 members 
Mstep: Class 7 contains 8287 members 
Mstep: Class 8 contains 57440 members 
Mstep: Class 9 contains 857 members 
Mstep: Class 10 contains 22708 members 
Mstep: Class 11 contains 15437 members 
Mstep: Class 12 contains 31761 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 194660 members 
Mstep: Class 15 contains 21750 members 
Mstep: Class 16 contains 14639 members 
Mstep: Class 17 contains 234970 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 97185 members 
Mstep: Class 20 contains 67932 members 
Mstep: Class 21 contains 54770 members 
Mstep: Class 22 contains 5628 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 6708 members 
Mstep: Class 25 contains 43186 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 90389 members 
Mstep: Class 28 contains 5083 members 
Mstep: Class 29 contains 18870 members 
Mstep: Class 30 contains 24875 members 
Entering Unmasked Estep 
Score: -150754496.000000 Penalty: 104225.890625
Splitting cluster 16 changes total score from -150693376.000000 to -150754496.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (234970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234970 members 
Entering Unmasked Estep 
Score: -30289512.000000 Penalty: 3067.068848
	Iteration 0F: 2 clusters Score -3.028951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117238 members 
Mstep: Class 2 contains 117732 members 
Entering Unmasked Estep 
Score: -30183258.000000 Penalty: 6134.137695
	Iteration 0F: 3 clusters Score -3.018326e+07 nChanged 113557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113705 members 
Mstep: Class 2 contains 121265 members 
Entering Unmasked Estep 
Score: -30251162.000000 Penalty: 6134.137695
	Iteration 1F: 3 clusters Score -3.025116e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111830 members 
Mstep: Class 2 contains 123140 members 
Entering Unmasked Estep 
Score: -30253876.000000 Penalty: 6134.137695
	Iteration 2Q: 3 clusters Score -3.025388e+07 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109027 members 
Mstep: Class 2 contains 125943 members 
Entering Unmasked Estep 
Score: -30258746.000000 Penalty: 6134.137695
	Iteration 3Q: 3 clusters Score -3.025875e+07 nChanged 12804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 130629 members 
Entering Unmasked Estep 
Score: -30266160.000000 Penalty: 6134.137695
	Iteration 4F: 3 clusters Score -3.026616e+07 nChanged 14917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97042 members 
Mstep: Class 2 contains 137928 members 
Entering Unmasked Estep 
Score: -30275776.000000 Penalty: 6134.137695
	Iteration 5F: 3 clusters Score -3.027578e+07 nChanged 15882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87690 members 
Mstep: Class 2 contains 147280 members 
Entering Unmasked Estep 
Score: -30286806.000000 Penalty: 6134.137695
	Iteration 6F: 3 clusters Score -3.028681e+07 nChanged 15628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77886 members 
Mstep: Class 2 contains 157084 members 
Entering Unmasked Estep 
Score: -30298544.000000 Penalty: 6134.137695
	Iteration 7F: 3 clusters Score -3.029854e+07 nChanged 13771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69439 members 
Mstep: Class 2 contains 165531 members 
Entering Unmasked Estep 
Score: -30307234.000000 Penalty: 6134.137695
	Iteration 8F: 3 clusters Score -3.030723e+07 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63208 members 
Mstep: Class 2 contains 171762 members 
Entering Unmasked Estep 
Score: -30311572.000000 Penalty: 6134.137695
	Iteration 9Q: 3 clusters Score -3.031157e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58964 members 
Mstep: Class 2 contains 176006 members 
Entering Unmasked Estep 
Score: -30313842.000000 Penalty: 6134.137695
	Iteration 10Q: 3 clusters Score -3.031384e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 179208 members 
Entering Unmasked Estep 
Score: -30315202.000000 Penalty: 6134.137695
	Iteration 11Q: 3 clusters Score -3.03152e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 181644 members 
Entering Unmasked Estep 
Score: -30316882.000000 Penalty: 6134.137695
	Iteration 12Q: 3 clusters Score -3.031688e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 183619 members 
Entering Unmasked Estep 
Score: -30319282.000000 Penalty: 6134.137695
	Iteration 13Q: 3 clusters Score -3.031928e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 185035 members 
Entering Unmasked Estep 
Score: -30322948.000000 Penalty: 6134.137695
	Iteration 14Q: 3 clusters Score -3.032295e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 185741 members 
Entering Unmasked Estep 
Score: -30327314.000000 Penalty: 6134.137695
	Iteration 15Q: 3 clusters Score -3.032731e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 185635 members 
Entering Unmasked Estep 
Score: -30331408.000000 Penalty: 6134.137695
	Iteration 16Q: 3 clusters Score -3.033141e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 184737 members 
Entering Unmasked Estep 
Score: -30334832.000000 Penalty: 6134.137695
	Iteration 17Q: 3 clusters Score -3.033483e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51652 members 
Mstep: Class 2 contains 183318 members 
Entering Unmasked Estep 
Score: -30337574.000000 Penalty: 6134.137695
	Iteration 18Q: 3 clusters Score -3.033757e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 181669 members 
Entering Unmasked Estep 
Score: -30339682.000000 Penalty: 6134.137695
	Iteration 19Q: 3 clusters Score -3.033968e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 180000 members 
Entering Unmasked Estep 
Score: -30341540.000000 Penalty: 6134.137695
	Iteration 20F: 3 clusters Score -3.034154e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 178407 members 
Entering Unmasked Estep 
Score: -30343238.000000 Penalty: 6134.137695
	Iteration 21Q: 3 clusters Score -3.034324e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 177007 members 
Entering Unmasked Estep 
Score: -30344376.000000 Penalty: 6134.137695
	Iteration 22Q: 3 clusters Score -3.034438e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 175777 members 
Entering Unmasked Estep 
Score: -30345300.000000 Penalty: 6134.137695
	Iteration 23Q: 3 clusters Score -3.03453e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 174729 members 
Entering Unmasked Estep 
Score: -30345800.000000 Penalty: 6134.137695
	Iteration 24Q: 3 clusters Score -3.03458e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 173838 members 
Entering Unmasked Estep 
Score: -30346272.000000 Penalty: 6134.137695
	Iteration 25Q: 3 clusters Score -3.034627e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 173108 members 
Entering Unmasked Estep 
Score: -30346650.000000 Penalty: 6134.137695
	Iteration 26Q: 3 clusters Score -3.034665e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62469 members 
Mstep: Class 2 contains 172501 members 
Entering Unmasked Estep 
Score: -30347066.000000 Penalty: 6134.137695
	Iteration 27Q: 3 clusters Score -3.034707e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 172017 members 
Entering Unmasked Estep 
Score: -30347250.000000 Penalty: 6134.137695
	Iteration 28Q: 3 clusters Score -3.034725e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63399 members 
Mstep: Class 2 contains 171571 members 
Entering Unmasked Estep 
Score: -30347332.000000 Penalty: 6134.137695
	Iteration 29Q: 3 clusters Score -3.034733e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63791 members 
Mstep: Class 2 contains 171179 members 
Entering Unmasked Estep 
Score: -30347488.000000 Penalty: 6134.137695
	Iteration 30Q: 3 clusters Score -3.034749e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 170877 members 
Entering Unmasked Estep 
Score: -30347608.000000 Penalty: 6134.137695
	Iteration 31Q: 3 clusters Score -3.034761e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64355 members 
Mstep: Class 2 contains 170615 members 
Entering Unmasked Estep 
Score: -30347726.000000 Penalty: 6134.137695
	Iteration 32Q: 3 clusters Score -3.034773e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 170389 members 
Entering Unmasked Estep 
Score: -30347854.000000 Penalty: 6134.137695
	Iteration 33Q: 3 clusters Score -3.034785e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 170226 members 
Entering Unmasked Estep 
Score: -30347912.000000 Penalty: 6134.137695
	Iteration 34Q: 3 clusters Score -3.034791e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 170103 members 
Entering Unmasked Estep 
Score: -30347876.000000 Penalty: 6134.137695
	Iteration 35Q: 3 clusters Score -3.034788e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 170012 members 
Entering Unmasked Estep 
Score: -30347904.000000 Penalty: 6134.137695
	Iteration 36Q: 3 clusters Score -3.03479e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65044 members 
Mstep: Class 2 contains 169926 members 
Entering Unmasked Estep 
Score: -30347954.000000 Penalty: 6134.137695
	Iteration 37Q: 3 clusters Score -3.034795e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 169851 members 
Entering Unmasked Estep 
Score: -30347974.000000 Penalty: 6134.137695
	Iteration 38Q: 3 clusters Score -3.034797e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 169783 members 
Entering Unmasked Estep 
Score: -30348000.000000 Penalty: 6134.137695
	Iteration 39Q: 3 clusters Score -3.0348e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 169723 members 
Entering Unmasked Estep 
Score: -30348044.000000 Penalty: 6134.137695
	Iteration 40F: 3 clusters Score -3.034804e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 169677 members 
Entering Unmasked Estep 
Score: -30348058.000000 Penalty: 6134.137695
	Iteration 41Q: 3 clusters Score -3.034806e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 169642 members 
Entering Unmasked Estep 
Score: -30348058.000000 Penalty: 6134.137695
	Iteration 42Q: 3 clusters Score -3.034806e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65362 members 
Mstep: Class 2 contains 169608 members 
Entering Unmasked Estep 
Score: -30348044.000000 Penalty: 6134.137695
	Iteration 43Q: 3 clusters Score -3.034804e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 169567 members 
Entering Unmasked Estep 
Score: -30348024.000000 Penalty: 6134.137695
	Iteration 44Q: 3 clusters Score -3.034802e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 169536 members 
Entering Unmasked Estep 
Score: -30348050.000000 Penalty: 6134.137695
	Iteration 45Q: 3 clusters Score -3.034805e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65457 members 
Mstep: Class 2 contains 169513 members 
Entering Unmasked Estep 
Score: -30348056.000000 Penalty: 6134.137695
	Iteration 46Q: 3 clusters Score -3.034806e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 169488 members 
Entering Unmasked Estep 
Score: -30348030.000000 Penalty: 6134.137695
	Iteration 47Q: 3 clusters Score -3.034803e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65502 members 
Mstep: Class 2 contains 169468 members 
Entering Unmasked Estep 
Score: -30348034.000000 Penalty: 6134.137695
	Iteration 48Q: 3 clusters Score -3.034803e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65518 members 
Mstep: Class 2 contains 169452 members 
Entering Unmasked Estep 
Score: -30348028.000000 Penalty: 6134.137695
	Iteration 49Q: 3 clusters Score -3.034803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 169441 members 
Entering Unmasked Estep 
Score: -30348050.000000 Penalty: 6134.137695
	Iteration 50Q: 3 clusters Score -3.034805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 169436 members 
Entering Unmasked Estep 
Score: -30348036.000000 Penalty: 6134.137695
	Iteration 51Q: 3 clusters Score -3.034804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65541 members 
Mstep: Class 2 contains 169429 members 
Entering Unmasked Estep 
Score: -30348026.000000 Penalty: 6134.137695
	Iteration 52Q: 3 clusters Score -3.034803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 169421 members 
Entering Unmasked Estep 
Score: -30348030.000000 Penalty: 6134.137695
	Iteration 53Q: 3 clusters Score -3.034803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 169415 members 
Entering Unmasked Estep 
Score: -30348048.000000 Penalty: 6134.137695
	Iteration 54Q: 3 clusters Score -3.034805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 169406 members 
Entering Unmasked Estep 
Score: -30348038.000000 Penalty: 6134.137695
	Iteration 55Q: 3 clusters Score -3.034804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 169403 members 
Entering Unmasked Estep 
Score: -30348028.000000 Penalty: 6134.137695
	Iteration 56Q: 3 clusters Score -3.034803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65571 members 
Mstep: Class 2 contains 169399 members 
Entering Unmasked Estep 
Score: -30348048.000000 Penalty: 6134.137695
	Iteration 57Q: 3 clusters Score -3.034805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 169396 members 
Entering Unmasked Estep 
Score: -30348036.000000 Penalty: 6134.137695
	Iteration 58Q: 3 clusters Score -3.034804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 169395 members 
Entering Unmasked Estep 
Score: -30348046.000000 Penalty: 6134.137695
	Iteration 59Q: 3 clusters Score -3.034805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 169395 members 
Entering Unmasked Estep 
Score: -30348046.000000 Penalty: 6134.137695
	Iteration 60F: 3 clusters Score -3.034805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 98424 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 12859 members 
Mstep: Class 6 contains 24290 members 
Mstep: Class 7 contains 8287 members 
Mstep: Class 8 contains 57440 members 
Mstep: Class 9 contains 857 members 
Mstep: Class 10 contains 22708 members 
Mstep: Class 11 contains 15437 members 
Mstep: Class 12 contains 31761 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 194660 members 
Mstep: Class 15 contains 21750 members 
Mstep: Class 16 contains 14639 members 
Mstep: Class 17 contains 65575 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 97185 members 
Mstep: Class 20 contains 67932 members 
Mstep: Class 21 contains 54770 members 
Mstep: Class 22 contains 5628 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 6708 members 
Mstep: Class 25 contains 43186 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 90389 members 
Mstep: Class 28 contains 5083 members 
Mstep: Class 29 contains 18870 members 
Mstep: Class 30 contains 24875 members 
Mstep: Class 31 contains 169395 members 
Entering Unmasked Estep 
Score: -150809536.000000 Penalty: 107700.085938
Splitting cluster 17 changes total score from -150693376.000000 to -150809536.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (3912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Entering Unmasked Estep 
Score: -488915.593750 Penalty: 2051.407471
	Iteration 0F: 2 clusters Score -488915.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -485083.625000 Penalty: 4102.814941
	Iteration 0F: 3 clusters Score -485083.6 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -486460.406250 Penalty: 4102.814941
	Iteration 1F: 3 clusters Score -486460.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -487610.625000 Penalty: 4102.814941
	Iteration 2F: 3 clusters Score -487610.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -490243.531250 Penalty: 4102.814941
	Iteration 3F: 3 clusters Score -490243.5 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -493297.031250 Penalty: 4102.814941
	Iteration 4F: 3 clusters Score -493297 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -494127.968750 Penalty: 4102.814941
	Iteration 5F: 3 clusters Score -494128 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -494397.718750 Penalty: 4102.814941
	Iteration 6Q: 3 clusters Score -494397.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -494602.187500 Penalty: 4102.814941
	Iteration 7Q: 3 clusters Score -494602.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -494854.000000 Penalty: 4102.814941
	Iteration 8Q: 3 clusters Score -494854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -495058.750000 Penalty: 4102.814941
	Iteration 9Q: 3 clusters Score -495058.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -495227.687500 Penalty: 4102.814941
	Iteration 10Q: 3 clusters Score -495227.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -495377.375000 Penalty: 4102.814941
	Iteration 11Q: 3 clusters Score -495377.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -495453.937500 Penalty: 4102.814941
	Iteration 12Q: 3 clusters Score -495453.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -495473.937500 Penalty: 4102.814941
	Iteration 13Q: 3 clusters Score -495473.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -495481.468750 Penalty: 4102.814941
	Iteration 14Q: 3 clusters Score -495481.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -495484.343750 Penalty: 4102.814941
	Iteration 15Q: 3 clusters Score -495484.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -495484.843750 Penalty: 4102.814941
	Iteration 16Q: 3 clusters Score -495484.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -495484.843750 Penalty: 4102.814941
	Iteration 17F: 3 clusters Score -495484.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 98424 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 12859 members 
Mstep: Class 6 contains 24290 members 
Mstep: Class 7 contains 8287 members 
Mstep: Class 8 contains 57440 members 
Mstep: Class 9 contains 857 members 
Mstep: Class 10 contains 22708 members 
Mstep: Class 11 contains 15437 members 
Mstep: Class 12 contains 31761 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 194660 members 
Mstep: Class 15 contains 21750 members 
Mstep: Class 16 contains 14639 members 
Mstep: Class 17 contains 65575 members 
Mstep: Class 18 contains 2659 members 
Mstep: Class 19 contains 97185 members 
Mstep: Class 20 contains 67932 members 
Mstep: Class 21 contains 54770 members 
Mstep: Class 22 contains 5628 members 
Mstep: Class 23 contains 7994 members 
Mstep: Class 24 contains 6708 members 
Mstep: Class 25 contains 43186 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 90389 members 
Mstep: Class 28 contains 5083 members 
Mstep: Class 29 contains 18870 members 
Mstep: Class 30 contains 24875 members 
Mstep: Class 31 contains 169395 members 
Mstep: Class 32 contains 1253 members 
Entering Unmasked Estep 
Score: -150814064.000000 Penalty: 111174.281250
Splitting cluster 18 changes total score from -150693376.000000 to -150814064.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (97185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97185 members 
Entering Unmasked Estep 
Score: -12611975.000000 Penalty: 2848.124023
	Iteration 0F: 2 clusters Score -1.261198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -12546998.000000 Penalty: 5696.248047
	Iteration 0F: 3 clusters Score -1.2547e+07 nChanged 46015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -12572992.000000 Penalty: 5696.248047
	Iteration 1F: 3 clusters Score -1.257299e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -12573609.000000 Penalty: 5696.248047
	Iteration 2Q: 3 clusters Score -1.257361e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -12574136.000000 Penalty: 5696.248047
	Iteration 3Q: 3 clusters Score -1.257414e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -12574690.000000 Penalty: 5696.248047
	Iteration 4Q: 3 clusters Score -1.257469e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -12575252.000000 Penalty: 5696.248047
	Iteration 5Q: 3 clusters Score -1.257525e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -12575875.000000 Penalty: 5696.248047
	Iteration 6Q: 3 clusters Score -1.257588e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -12576739.000000 Penalty: 5696.248047
	Iteration 7Q: 3 clusters Score -1.257674e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -12577840.000000 Penalty: 5696.248047
	Iteration 8Q: 3 clusters Score -1.257784e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -12579653.000000 Penalty: 5696.248047
	Iteration 9Q: 3 clusters Score -1.257965e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65750 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -12582697.000000 Penalty: 5696.248047
	Iteration 10F: 3 clusters Score -1.25827e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72274 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -12587716.000000 Penalty: 5696.248047
	Iteration 11F: 3 clusters Score -1.258772e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79833 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -12594324.000000 Penalty: 5696.248047
	Iteration 12F: 3 clusters Score -1.259432e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -12600566.000000 Penalty: 5696.248047
	Iteration 13F: 3 clusters Score -1.260057e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91865 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -12605171.000000 Penalty: 5696.248047
	Iteration 14F: 3 clusters Score -1.260517e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94520 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -12607562.000000 Penalty: 5696.248047
	Iteration 15Q: 3 clusters Score -1.260756e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95722 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -12608595.000000 Penalty: 5696.248047
	Iteration 16Q: 3 clusters Score -1.26086e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96206 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -12609027.000000 Penalty: 5696.248047
	Iteration 17Q: 3 clusters Score -1.260903e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96397 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -12609191.000000 Penalty: 5696.248047
	Iteration 18Q: 3 clusters Score -1.260919e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96496 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -12609306.000000 Penalty: 5696.248047
	Iteration 19Q: 3 clusters Score -1.260931e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96559 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -12609380.000000 Penalty: 5696.248047
	Iteration 20F: 3 clusters Score -1.260938e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96592 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -12609432.000000 Penalty: 5696.248047
	Iteration 21Q: 3 clusters Score -1.260943e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96618 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -12609471.000000 Penalty: 5696.248047
	Iteration 22Q: 3 clusters Score -1.260947e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96637 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -12609488.000000 Penalty: 5696.248047
	Iteration 23Q: 3 clusters Score -1.260949e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96652 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -12609505.000000 Penalty: 5696.248047
	Iteration 24Q: 3 clusters Score -1.26095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96664 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12609503.000000 Penalty: 5696.248047
	Iteration 25Q: 3 clusters Score -1.26095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96667 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12609537.000000 Penalty: 5696.248047
	Iteration 26Q: 3 clusters Score -1.260954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96661 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12609533.000000 Penalty: 5696.248047
	Iteration 27Q: 3 clusters Score -1.260953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96664 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12609531.000000 Penalty: 5696.248047
	Iteration 28Q: 3 clusters Score -1.260953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12609537.000000 Penalty: 5696.248047
	Iteration 29Q: 3 clusters Score -1.260954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96668 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12609542.000000 Penalty: 5696.248047
	Iteration 30Q: 3 clusters Score -1.260954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96668 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12609541.000000 Penalty: 5696.248047
	Iteration 31Q: 3 clusters Score -1.260954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96667 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12609541.000000 Penalty: 5696.248047
	Iteration 32Q: 3 clusters Score -1.260954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12609544.000000 Penalty: 5696.248047
	Iteration 33Q: 3 clusters Score -1.260954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12609544.000000 Penalty: 5696.248047
	Iteration 34F: 3 clusters Score -1.260954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 98424 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 12859 members 
Mstep: Class 6 contains 24290 members 
Mstep: Class 7 contains 8287 members 
Mstep: Class 8 contains 57440 members 
Mstep: Class 9 contains 857 members 
Mstep: Class 10 contains 22708 members 
Mstep: Class 11 contains 15437 members 
Mstep: Class 12 contains 31761 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 194660 members 
Mstep: Class 15 contains 21750 members 
Mstep: Class 16 contains 14639 members 
Mstep: Class 17 contains 65575 members 
Mstep: Class 18 contains 2659 members 
Mstep: Class 19 contains 97185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150848768.000000 Penalty: 111174.281250
Iteration 39Q: 33 clusters Score -1.508488e+08 nChanged 55335
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 102227 members 
Mstep: Class 3 contains 1838 members 
Mstep: Class 4 contains 3967 members 
Mstep: Class 5 contains 13354 members 
Mstep: Class 6 contains 25465 members 
Mstep: Class 7 contains 8453 members 
Mstep: Class 8 contains 57896 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 24035 members 
Mstep: Class 11 contains 15519 members 
Mstep: Class 12 contains 32379 members 
Mstep: Class 13 contains 16981 members 
Mstep: Class 14 contains 194486 members 
Mstep: Class 15 contains 22164 members 
Mstep: Class 16 contains 14897 members 
Mstep: Class 17 contains 70819 members 
Mstep: Class 18 contains 2713 members 
Mstep: Class 19 contains 97119 members 
Mstep: Class 20 contains 66601 members 
Mstep: Class 21 contains 51202 members 
Mstep: Class 22 contains 5500 members 
Mstep: Class 23 contains 7988 members 
Mstep: Class 24 contains 6020 members 
Mstep: Class 25 contains 41526 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 85842 members 
Mstep: Class 28 contains 4968 members 
Mstep: Class 29 contains 18806 members 
Mstep: Class 30 contains 23700 members 
Mstep: Class 31 contains 167835 members 
Mstep: Class 32 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150877600.000000 Penalty: 111174.281250
Iteration 40F: 33 clusters Score -1.508776e+08 nChanged 37081
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 102135 members 
Mstep: Class 3 contains 1971 members 
Mstep: Class 4 contains 4136 members 
Mstep: Class 5 contains 12554 members 
Mstep: Class 6 contains 26261 members 
Mstep: Class 7 contains 8347 members 
Mstep: Class 8 contains 56129 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 23675 members 
Mstep: Class 11 contains 15472 members 
Mstep: Class 12 contains 31723 members 
Mstep: Class 13 contains 16625 members 
Mstep: Class 14 contains 192633 members 
Mstep: Class 15 contains 21648 members 
Mstep: Class 16 contains 14972 members 
Mstep: Class 17 contains 73416 members 
Mstep: Class 18 contains 2708 members 
Mstep: Class 19 contains 97044 members 
Mstep: Class 20 contains 67384 members 
Mstep: Class 21 contains 50133 members 
Mstep: Class 22 contains 5501 members 
Mstep: Class 23 contains 8872 members 
Mstep: Class 24 contains 6072 members 
Mstep: Class 25 contains 41838 members 
Mstep: Class 26 contains 2260 members 
Mstep: Class 27 contains 87081 members 
Mstep: Class 28 contains 5267 members 
Mstep: Class 29 contains 18814 members 
Mstep: Class 30 contains 23436 members 
Mstep: Class 31 contains 168814 members 
Mstep: Class 32 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150887536.000000 Penalty: 111174.281250
Iteration 41Q: 33 clusters Score -1.508875e+08 nChanged 19568
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 101892 members 
Mstep: Class 3 contains 2033 members 
Mstep: Class 4 contains 4249 members 
Mstep: Class 5 contains 12129 members 
Mstep: Class 6 contains 26819 members 
Mstep: Class 7 contains 8237 members 
Mstep: Class 8 contains 54919 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 23571 members 
Mstep: Class 11 contains 15438 members 
Mstep: Class 12 contains 31190 members 
Mstep: Class 13 contains 16449 members 
Mstep: Class 14 contains 191414 members 
Mstep: Class 15 contains 21306 members 
Mstep: Class 16 contains 15004 members 
Mstep: Class 17 contains 75549 members 
Mstep: Class 18 contains 2710 members 
Mstep: Class 19 contains 96979 members 
Mstep: Class 20 contains 67902 members 
Mstep: Class 21 contains 49109 members 
Mstep: Class 22 contains 5547 members 
Mstep: Class 23 contains 9581 members 
Mstep: Class 24 contains 6012 members 
Mstep: Class 25 contains 42089 members 
Mstep: Class 26 contains 2244 members 
Mstep: Class 27 contains 87974 members 
Mstep: Class 28 contains 5497 members 
Mstep: Class 29 contains 18908 members 
Mstep: Class 30 contains 23186 members 
Mstep: Class 31 contains 169185 members 
Mstep: Class 32 contains 1150 members 
Entering Unmasked Estep 
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Iteration 42Q: 33 clusters Score -1.508921e+08 nChanged 13503
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 101609 members 
Mstep: Class 3 contains 2067 members 
Mstep: Class 4 contains 4328 members 
Mstep: Class 5 contains 11854 members 
Mstep: Class 6 contains 27228 members 
Mstep: Class 7 contains 8177 members 
Mstep: Class 8 contains 54113 members 
Mstep: Class 9 contains 861 members 
Mstep: Class 10 contains 23574 members 
Mstep: Class 11 contains 15365 members 
Mstep: Class 12 contains 30769 members 
Mstep: Class 13 contains 16350 members 
Mstep: Class 14 contains 190462 members 
Mstep: Class 15 contains 21007 members 
Mstep: Class 16 contains 15022 members 
Mstep: Class 17 contains 77254 members 
Mstep: Class 18 contains 2712 members 
Mstep: Class 19 contains 96926 members 
Mstep: Class 20 contains 68327 members 
Mstep: Class 21 contains 48206 members 
Mstep: Class 22 contains 5600 members 
Mstep: Class 23 contains 10104 members 
Mstep: Class 24 contains 5941 members 
Mstep: Class 25 contains 42379 members 
Mstep: Class 26 contains 2241 members 
Mstep: Class 27 contains 88582 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 19032 members 
Mstep: Class 30 contains 22945 members 
Mstep: Class 31 contains 169441 members 
Mstep: Class 32 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150895136.000000 Penalty: 111174.281250
Iteration 43Q: 33 clusters Score -1.508951e+08 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 101440 members 
Mstep: Class 3 contains 2092 members 
Mstep: Class 4 contains 4364 members 
Mstep: Class 5 contains 11653 members 
Mstep: Class 6 contains 27516 members 
Mstep: Class 7 contains 8108 members 
Mstep: Class 8 contains 53502 members 
Mstep: Class 9 contains 860 members 
Mstep: Class 10 contains 23592 members 
Mstep: Class 11 contains 15264 members 
Mstep: Class 12 contains 30428 members 
Mstep: Class 13 contains 16276 members 
Mstep: Class 14 contains 189744 members 
Mstep: Class 15 contains 20769 members 
Mstep: Class 16 contains 15038 members 
Mstep: Class 17 contains 78674 members 
Mstep: Class 18 contains 2712 members 
Mstep: Class 19 contains 96899 members 
Mstep: Class 20 contains 68650 members 
Mstep: Class 21 contains 47381 members 
Mstep: Class 22 contains 5665 members 
Mstep: Class 23 contains 10499 members 
Mstep: Class 24 contains 5890 members 
Mstep: Class 25 contains 42680 members 
Mstep: Class 26 contains 2233 members 
Mstep: Class 27 contains 89050 members 
Mstep: Class 28 contains 5768 members 
Mstep: Class 29 contains 19130 members 
Mstep: Class 30 contains 22697 members 
Mstep: Class 31 contains 169659 members 
Mstep: Class 32 contains 1135 members 
Entering Unmasked Estep 
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Score: -150897360.000000 Penalty: 111174.281250
Iteration 44Q: 33 clusters Score -1.508974e+08 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 101193 members 
Mstep: Class 3 contains 2113 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 11453 members 
Mstep: Class 6 contains 27716 members 
Mstep: Class 7 contains 8062 members 
Mstep: Class 8 contains 53015 members 
Mstep: Class 9 contains 861 members 
Mstep: Class 10 contains 23602 members 
Mstep: Class 11 contains 15130 members 
Mstep: Class 12 contains 30157 members 
Mstep: Class 13 contains 16256 members 
Mstep: Class 14 contains 189192 members 
Mstep: Class 15 contains 20565 members 
Mstep: Class 16 contains 15050 members 
Mstep: Class 17 contains 79893 members 
Mstep: Class 18 contains 2712 members 
Mstep: Class 19 contains 96876 members 
Mstep: Class 20 contains 68907 members 
Mstep: Class 21 contains 46595 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 10799 members 
Mstep: Class 24 contains 5884 members 
Mstep: Class 25 contains 43004 members 
Mstep: Class 26 contains 2227 members 
Mstep: Class 27 contains 89455 members 
Mstep: Class 28 contains 5875 members 
Mstep: Class 29 contains 19247 members 
Mstep: Class 30 contains 22484 members 
Mstep: Class 31 contains 169882 members 
Mstep: Class 32 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150898880.000000 Penalty: 111174.281250
Iteration 45Q: 33 clusters Score -1.508989e+08 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 101089 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 11269 members 
Mstep: Class 6 contains 27863 members 
Mstep: Class 7 contains 8021 members 
Mstep: Class 8 contains 52648 members 
Mstep: Class 9 contains 857 members 
Mstep: Class 10 contains 23598 members 
Mstep: Class 11 contains 14942 members 
Mstep: Class 12 contains 29897 members 
Mstep: Class 13 contains 16347 members 
Mstep: Class 14 contains 188723 members 
Mstep: Class 15 contains 20368 members 
Mstep: Class 16 contains 15062 members 
Mstep: Class 17 contains 80859 members 
Mstep: Class 18 contains 2713 members 
Mstep: Class 19 contains 96856 members 
Mstep: Class 20 contains 69138 members 
Mstep: Class 21 contains 45901 members 
Mstep: Class 22 contains 5786 members 
Mstep: Class 23 contains 11017 members 
Mstep: Class 24 contains 5890 members 
Mstep: Class 25 contains 43331 members 
Mstep: Class 26 contains 2230 members 
Mstep: Class 27 contains 89774 members 
Mstep: Class 28 contains 5962 members 
Mstep: Class 29 contains 19372 members 
Mstep: Class 30 contains 22298 members 
Mstep: Class 31 contains 170032 members 
Mstep: Class 32 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150899360.000000 Penalty: 111174.281250
Iteration 46Q: 33 clusters Score -1.508994e+08 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 100912 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 4420 members 
Mstep: Class 5 contains 11123 members 
Mstep: Class 6 contains 27967 members 
Mstep: Class 7 contains 7997 members 
Mstep: Class 8 contains 52377 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 23630 members 
Mstep: Class 11 contains 14720 members 
Mstep: Class 12 contains 29682 members 
Mstep: Class 13 contains 16480 members 
Mstep: Class 14 contains 188383 members 
Mstep: Class 15 contains 20197 members 
Mstep: Class 16 contains 15061 members 
Mstep: Class 17 contains 81706 members 
Mstep: Class 18 contains 2715 members 
Mstep: Class 19 contains 96852 members 
Mstep: Class 20 contains 69292 members 
Mstep: Class 21 contains 45307 members 
Mstep: Class 22 contains 5846 members 
Mstep: Class 23 contains 11159 members 
Mstep: Class 24 contains 5889 members 
Mstep: Class 25 contains 43644 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 90030 members 
Mstep: Class 28 contains 6044 members 
Mstep: Class 29 contains 19488 members 
Mstep: Class 30 contains 22153 members 
Mstep: Class 31 contains 170135 members 
Mstep: Class 32 contains 1125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150900000.000000 Penalty: 111174.281250
Iteration 47Q: 33 clusters Score -1.509e+08 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 100748 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 4434 members 
Mstep: Class 5 contains 11017 members 
Mstep: Class 6 contains 28035 members 
Mstep: Class 7 contains 7990 members 
Mstep: Class 8 contains 52134 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 23640 members 
Mstep: Class 11 contains 14455 members 
Mstep: Class 12 contains 29512 members 
Mstep: Class 13 contains 16655 members 
Mstep: Class 14 contains 188116 members 
Mstep: Class 15 contains 20049 members 
Mstep: Class 16 contains 15067 members 
Mstep: Class 17 contains 82503 members 
Mstep: Class 18 contains 2716 members 
Mstep: Class 19 contains 96846 members 
Mstep: Class 20 contains 69435 members 
Mstep: Class 21 contains 44718 members 
Mstep: Class 22 contains 5885 members 
Mstep: Class 23 contains 11278 members 
Mstep: Class 24 contains 5898 members 
Mstep: Class 25 contains 43914 members 
Mstep: Class 26 contains 2234 members 
Mstep: Class 27 contains 90254 members 
Mstep: Class 28 contains 6127 members 
Mstep: Class 29 contains 19571 members 
Mstep: Class 30 contains 22019 members 
Mstep: Class 31 contains 170217 members 
Mstep: Class 32 contains 1125 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 33 clusters Score -1.509008e+08 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 100593 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 10911 members 
Mstep: Class 6 contains 28076 members 
Mstep: Class 7 contains 7978 members 
Mstep: Class 8 contains 51897 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 23616 members 
Mstep: Class 11 contains 14202 members 
Mstep: Class 12 contains 29352 members 
Mstep: Class 13 contains 16874 members 
Mstep: Class 14 contains 187925 members 
Mstep: Class 15 contains 19921 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 83203 members 
Mstep: Class 18 contains 2716 members 
Mstep: Class 19 contains 96843 members 
Mstep: Class 20 contains 69582 members 
Mstep: Class 21 contains 44152 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 11393 members 
Mstep: Class 24 contains 5895 members 
Mstep: Class 25 contains 44119 members 
Mstep: Class 26 contains 2234 members 
Mstep: Class 27 contains 90535 members 
Mstep: Class 28 contains 6206 members 
Mstep: Class 29 contains 19629 members 
Mstep: Class 30 contains 21904 members 
Mstep: Class 31 contains 170301 members 
Mstep: Class 32 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150901360.000000 Penalty: 111174.281250
Iteration 49Q: 33 clusters Score -1.509014e+08 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 100532 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 4452 members 
Mstep: Class 5 contains 10846 members 
Mstep: Class 6 contains 28119 members 
Mstep: Class 7 contains 7983 members 
Mstep: Class 8 contains 51609 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 23589 members 
Mstep: Class 11 contains 13999 members 
Mstep: Class 12 contains 29218 members 
Mstep: Class 13 contains 17053 members 
Mstep: Class 14 contains 187787 members 
Mstep: Class 15 contains 19785 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 83816 members 
Mstep: Class 18 contains 2716 members 
Mstep: Class 19 contains 96850 members 
Mstep: Class 20 contains 69714 members 
Mstep: Class 21 contains 43628 members 
Mstep: Class 22 contains 5944 members 
Mstep: Class 23 contains 11437 members 
Mstep: Class 24 contains 5900 members 
Mstep: Class 25 contains 44290 members 
Mstep: Class 26 contains 2234 members 
Mstep: Class 27 contains 90841 members 
Mstep: Class 28 contains 6288 members 
Mstep: Class 29 contains 19666 members 
Mstep: Class 30 contains 21798 members 
Mstep: Class 31 contains 170362 members 
Mstep: Class 32 contains 1123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150901728.000000 Penalty: 111174.281250
Iteration 50Q: 33 clusters Score -1.509017e+08 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 100466 members 
Mstep: Class 3 contains 2116 members 
Mstep: Class 4 contains 4460 members 
Mstep: Class 5 contains 10809 members 
Mstep: Class 6 contains 28143 members 
Mstep: Class 7 contains 7993 members 
Mstep: Class 8 contains 51381 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 23567 members 
Mstep: Class 11 contains 13876 members 
Mstep: Class 12 contains 29075 members 
Mstep: Class 13 contains 17175 members 
Mstep: Class 14 contains 187655 members 
Mstep: Class 15 contains 19663 members 
Mstep: Class 16 contains 15066 members 
Mstep: Class 17 contains 84349 members 
Mstep: Class 18 contains 2716 members 
Mstep: Class 19 contains 96858 members 
Mstep: Class 20 contains 69829 members 
Mstep: Class 21 contains 43170 members 
Mstep: Class 22 contains 5971 members 
Mstep: Class 23 contains 11463 members 
Mstep: Class 24 contains 5896 members 
Mstep: Class 25 contains 44439 members 
Mstep: Class 26 contains 2234 members 
Mstep: Class 27 contains 91109 members 
Mstep: Class 28 contains 6372 members 
Mstep: Class 29 contains 19673 members 
Mstep: Class 30 contains 21716 members 
Mstep: Class 31 contains 170425 members 
Mstep: Class 32 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150902256.000000 Penalty: 111174.281250
Iteration 51Q: 33 clusters Score -1.509023e+08 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 100417 members 
Mstep: Class 3 contains 2116 members 
Mstep: Class 4 contains 4466 members 
Mstep: Class 5 contains 10757 members 
Mstep: Class 6 contains 28165 members 
Mstep: Class 7 contains 8007 members 
Mstep: Class 8 contains 51169 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 23548 members 
Mstep: Class 11 contains 13791 members 
Mstep: Class 12 contains 28958 members 
Mstep: Class 13 contains 17257 members 
Mstep: Class 14 contains 187543 members 
Mstep: Class 15 contains 19550 members 
Mstep: Class 16 contains 15062 members 
Mstep: Class 17 contains 84816 members 
Mstep: Class 18 contains 2716 members 
Mstep: Class 19 contains 96867 members 
Mstep: Class 20 contains 69920 members 
Mstep: Class 21 contains 42780 members 
Mstep: Class 22 contains 5996 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 44586 members 
Mstep: Class 26 contains 2234 members 
Mstep: Class 27 contains 91364 members 
Mstep: Class 28 contains 6435 members 
Mstep: Class 29 contains 19663 members 
Mstep: Class 30 contains 21651 members 
Mstep: Class 31 contains 170462 members 
Mstep: Class 32 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150902672.000000 Penalty: 111174.281250
Iteration 52Q: 33 clusters Score -1.509027e+08 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 100406 members 
Mstep: Class 3 contains 2113 members 
Mstep: Class 4 contains 4466 members 
Mstep: Class 5 contains 10736 members 
Mstep: Class 6 contains 28174 members 
Mstep: Class 7 contains 8029 members 
Mstep: Class 8 contains 50966 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 23522 members 
Mstep: Class 11 contains 13738 members 
Mstep: Class 12 contains 28864 members 
Mstep: Class 13 contains 17305 members 
Mstep: Class 14 contains 187444 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 15062 members 
Mstep: Class 17 contains 85216 members 
Mstep: Class 18 contains 2716 members 
Mstep: Class 19 contains 96874 members 
Mstep: Class 20 contains 70005 members 
Mstep: Class 21 contains 42423 members 
Mstep: Class 22 contains 6018 members 
Mstep: Class 23 contains 11526 members 
Mstep: Class 24 contains 5883 members 
Mstep: Class 25 contains 44708 members 
Mstep: Class 26 contains 2234 members 
Mstep: Class 27 contains 91584 members 
Mstep: Class 28 contains 6484 members 
Mstep: Class 29 contains 19647 members 
Mstep: Class 30 contains 21582 members 
Mstep: Class 31 contains 170532 members 
Mstep: Class 32 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150903024.000000 Penalty: 111174.281250
Iteration 53Q: 33 clusters Score -1.50903e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 100415 members 
Mstep: Class 3 contains 2110 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 10725 members 
Mstep: Class 6 contains 28182 members 
Mstep: Class 7 contains 8036 members 
Mstep: Class 8 contains 50790 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 23507 members 
Mstep: Class 11 contains 13699 members 
Mstep: Class 12 contains 28797 members 
Mstep: Class 13 contains 17347 members 
Mstep: Class 14 contains 187348 members 
Mstep: Class 15 contains 19322 members 
Mstep: Class 16 contains 15066 members 
Mstep: Class 17 contains 85578 members 
Mstep: Class 18 contains 2716 members 
Mstep: Class 19 contains 96885 members 
Mstep: Class 20 contains 70065 members 
Mstep: Class 21 contains 42110 members 
Mstep: Class 22 contains 6037 members 
Mstep: Class 23 contains 11555 members 
Mstep: Class 24 contains 5888 members 
Mstep: Class 25 contains 44836 members 
Mstep: Class 26 contains 2234 members 
Mstep: Class 27 contains 91749 members 
Mstep: Class 28 contains 6521 members 
Mstep: Class 29 contains 19638 members 
Mstep: Class 30 contains 21515 members 
Mstep: Class 31 contains 170571 members 
Mstep: Class 32 contains 1120 members 
Entering Unmasked Estep 
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Score: -150903456.000000 Penalty: 111174.281250
Iteration 54Q: 33 clusters Score -1.509035e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 100456 members 
Mstep: Class 3 contains 2110 members 
Mstep: Class 4 contains 4466 members 
Mstep: Class 5 contains 10710 members 
Mstep: Class 6 contains 28188 members 
Mstep: Class 7 contains 8057 members 
Mstep: Class 8 contains 50593 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 23502 members 
Mstep: Class 11 contains 13670 members 
Mstep: Class 12 contains 28727 members 
Mstep: Class 13 contains 17384 members 
Mstep: Class 14 contains 187286 members 
Mstep: Class 15 contains 19191 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 85893 members 
Mstep: Class 18 contains 2716 members 
Mstep: Class 19 contains 96888 members 
Mstep: Class 20 contains 70116 members 
Mstep: Class 21 contains 41821 members 
Mstep: Class 22 contains 6058 members 
Mstep: Class 23 contains 11575 members 
Mstep: Class 24 contains 5884 members 
Mstep: Class 25 contains 44965 members 
Mstep: Class 26 contains 2234 members 
Mstep: Class 27 contains 91921 members 
Mstep: Class 28 contains 6569 members 
Mstep: Class 29 contains 19628 members 
Mstep: Class 30 contains 21448 members 
Mstep: Class 31 contains 170595 members 
Mstep: Class 32 contains 1121 members 
Entering Unmasked Estep 
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Iteration 55Q: 33 clusters Score -1.509033e+08 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 100482 members 
Mstep: Class 3 contains 2111 members 
Mstep: Class 4 contains 4466 members 
Mstep: Class 5 contains 10699 members 
Mstep: Class 6 contains 28195 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 50416 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 23483 members 
Mstep: Class 11 contains 13646 members 
Mstep: Class 12 contains 28657 members 
Mstep: Class 13 contains 17429 members 
Mstep: Class 14 contains 187201 members 
Mstep: Class 15 contains 19062 members 
Mstep: Class 16 contains 15072 members 
Mstep: Class 17 contains 86199 members 
Mstep: Class 18 contains 2716 members 
Mstep: Class 19 contains 96891 members 
Mstep: Class 20 contains 70166 members 
Mstep: Class 21 contains 41551 members 
Mstep: Class 22 contains 6068 members 
Mstep: Class 23 contains 11592 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 45068 members 
Mstep: Class 26 contains 2234 members 
Mstep: Class 27 contains 92101 members 
Mstep: Class 28 contains 6614 members 
Mstep: Class 29 contains 19628 members 
Mstep: Class 30 contains 21404 members 
Mstep: Class 31 contains 170616 members 
Mstep: Class 32 contains 1121 members 
Entering Unmasked Estep 
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Iteration 56Q: 33 clusters Score -1.509034e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 100514 members 
Mstep: Class 3 contains 2108 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 10690 members 
Mstep: Class 6 contains 28207 members 
Mstep: Class 7 contains 8090 members 
Mstep: Class 8 contains 50236 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 23475 members 
Mstep: Class 11 contains 13614 members 
Mstep: Class 12 contains 28595 members 
Mstep: Class 13 contains 17475 members 
Mstep: Class 14 contains 187124 members 
Mstep: Class 15 contains 18955 members 
Mstep: Class 16 contains 15073 members 
Mstep: Class 17 contains 86490 members 
Mstep: Class 18 contains 2716 members 
Mstep: Class 19 contains 96893 members 
Mstep: Class 20 contains 70202 members 
Mstep: Class 21 contains 41335 members 
Mstep: Class 22 contains 6070 members 
Mstep: Class 23 contains 11600 members 
Mstep: Class 24 contains 5889 members 
Mstep: Class 25 contains 45165 members 
Mstep: Class 26 contains 2234 members 
Mstep: Class 27 contains 92214 members 
Mstep: Class 28 contains 6669 members 
Mstep: Class 29 contains 19628 members 
Mstep: Class 30 contains 21361 members 
Mstep: Class 31 contains 170641 members 
Mstep: Class 32 contains 1121 members 
Entering Unmasked Estep 
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Iteration 57Q: 33 clusters Score -1.509033e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 100549 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 10683 members 
Mstep: Class 6 contains 28210 members 
Mstep: Class 7 contains 8107 members 
Mstep: Class 8 contains 50080 members 
Mstep: Class 9 contains 853 members 
Mstep: Class 10 contains 23469 members 
Mstep: Class 11 contains 13584 members 
Mstep: Class 12 contains 28545 members 
Mstep: Class 13 contains 17513 members 
Mstep: Class 14 contains 187070 members 
Mstep: Class 15 contains 18851 members 
Mstep: Class 16 contains 15073 members 
Mstep: Class 17 contains 86733 members 
Mstep: Class 18 contains 2717 members 
Mstep: Class 19 contains 96895 members 
Mstep: Class 20 contains 70228 members 
Mstep: Class 21 contains 41122 members 
Mstep: Class 22 contains 6078 members 
Mstep: Class 23 contains 11604 members 
Mstep: Class 24 contains 5889 members 
Mstep: Class 25 contains 45280 members 
Mstep: Class 26 contains 2233 members 
Mstep: Class 27 contains 92328 members 
Mstep: Class 28 contains 6712 members 
Mstep: Class 29 contains 19626 members 
Mstep: Class 30 contains 21325 members 
Mstep: Class 31 contains 170654 members 
Mstep: Class 32 contains 1121 members 
Entering Unmasked Estep 
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Iteration 58Q: 33 clusters Score -1.509036e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 100583 members 
Mstep: Class 3 contains 2107 members 
Mstep: Class 4 contains 4470 members 
Mstep: Class 5 contains 10677 members 
Mstep: Class 6 contains 28208 members 
Mstep: Class 7 contains 8122 members 
Mstep: Class 8 contains 49932 members 
Mstep: Class 9 contains 853 members 
Mstep: Class 10 contains 23459 members 
Mstep: Class 11 contains 13561 members 
Mstep: Class 12 contains 28492 members 
Mstep: Class 13 contains 17532 members 
Mstep: Class 14 contains 187035 members 
Mstep: Class 15 contains 18765 members 
Mstep: Class 16 contains 15072 members 
Mstep: Class 17 contains 86957 members 
Mstep: Class 18 contains 2718 members 
Mstep: Class 19 contains 96895 members 
Mstep: Class 20 contains 70257 members 
Mstep: Class 21 contains 40939 members 
Mstep: Class 22 contains 6090 members 
Mstep: Class 23 contains 11612 members 
Mstep: Class 24 contains 5881 members 
Mstep: Class 25 contains 45393 members 
Mstep: Class 26 contains 2233 members 
Mstep: Class 27 contains 92434 members 
Mstep: Class 28 contains 6752 members 
Mstep: Class 29 contains 19621 members 
Mstep: Class 30 contains 21293 members 
Mstep: Class 31 contains 170647 members 
Mstep: Class 32 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150903856.000000 Penalty: 111174.281250
Iteration 59Q: 33 clusters Score -1.509039e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 100622 members 
Mstep: Class 3 contains 2108 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 5 contains 10673 members 
Mstep: Class 6 contains 28211 members 
Mstep: Class 7 contains 8142 members 
Mstep: Class 8 contains 49814 members 
Mstep: Class 9 contains 853 members 
Mstep: Class 10 contains 23446 members 
Mstep: Class 11 contains 13548 members 
Mstep: Class 12 contains 28436 members 
Mstep: Class 13 contains 17552 members 
Mstep: Class 14 contains 187000 members 
Mstep: Class 15 contains 18673 members 
Mstep: Class 16 contains 15074 members 
Mstep: Class 17 contains 87148 members 
Mstep: Class 18 contains 2718 members 
Mstep: Class 19 contains 96892 members 
Mstep: Class 20 contains 70293 members 
Mstep: Class 21 contains 40782 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11614 members 
Mstep: Class 24 contains 5865 members 
Mstep: Class 25 contains 45479 members 
Mstep: Class 26 contains 2233 members 
Mstep: Class 27 contains 92533 members 
Mstep: Class 28 contains 6791 members 
Mstep: Class 29 contains 19610 members 
Mstep: Class 30 contains 21262 members 
Mstep: Class 31 contains 170654 members 
Mstep: Class 32 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150905104.000000 Penalty: 111174.281250
Iteration 60F: 33 clusters Score -1.509051e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 100691 members 
Mstep: Class 3 contains 2113 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 10667 members 
Mstep: Class 6 contains 28210 members 
Mstep: Class 7 contains 8182 members 
Mstep: Class 8 contains 49714 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 23425 members 
Mstep: Class 11 contains 13530 members 
Mstep: Class 12 contains 28394 members 
Mstep: Class 13 contains 17566 members 
Mstep: Class 14 contains 186969 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 15073 members 
Mstep: Class 17 contains 87325 members 
Mstep: Class 18 contains 2718 members 
Mstep: Class 19 contains 96888 members 
Mstep: Class 20 contains 70328 members 
Mstep: Class 21 contains 40621 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11630 members 
Mstep: Class 24 contains 5834 members 
Mstep: Class 25 contains 45579 members 
Mstep: Class 26 contains 2223 members 
Mstep: Class 27 contains 92603 members 
Mstep: Class 28 contains 6826 members 
Mstep: Class 29 contains 19600 members 
Mstep: Class 30 contains 21219 members 
Mstep: Class 31 contains 170657 members 
Mstep: Class 32 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150906144.000000 Penalty: 111174.281250
Iteration 61Q: 33 clusters Score -1.509061e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 100752 members 
Mstep: Class 3 contains 2111 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 5 contains 10661 members 
Mstep: Class 6 contains 28213 members 
Mstep: Class 7 contains 8202 members 
Mstep: Class 8 contains 49623 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 23411 members 
Mstep: Class 11 contains 13520 members 
Mstep: Class 12 contains 28362 members 
Mstep: Class 13 contains 17565 members 
Mstep: Class 14 contains 186970 members 
Mstep: Class 15 contains 18506 members 
Mstep: Class 16 contains 15075 members 
Mstep: Class 17 contains 87464 members 
Mstep: Class 18 contains 2719 members 
Mstep: Class 19 contains 96889 members 
Mstep: Class 20 contains 70356 members 
Mstep: Class 21 contains 40478 members 
Mstep: Class 22 contains 6093 members 
Mstep: Class 23 contains 11637 members 
Mstep: Class 24 contains 5818 members 
Mstep: Class 25 contains 45668 members 
Mstep: Class 26 contains 2226 members 
Mstep: Class 27 contains 92690 members 
Mstep: Class 28 contains 6852 members 
Mstep: Class 29 contains 19588 members 
Mstep: Class 30 contains 21179 members 
Mstep: Class 31 contains 170649 members 
Mstep: Class 32 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150906224.000000 Penalty: 111174.281250
Iteration 62Q: 33 clusters Score -1.509062e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 100816 members 
Mstep: Class 3 contains 2110 members 
Mstep: Class 4 contains 4476 members 
Mstep: Class 5 contains 10652 members 
Mstep: Class 6 contains 28217 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 49529 members 
Mstep: Class 9 contains 867 members 
Mstep: Class 10 contains 23402 members 
Mstep: Class 11 contains 13514 members 
Mstep: Class 12 contains 28331 members 
Mstep: Class 13 contains 17556 members 
Mstep: Class 14 contains 186953 members 
Mstep: Class 15 contains 18454 members 
Mstep: Class 16 contains 15076 members 
Mstep: Class 17 contains 87578 members 
Mstep: Class 18 contains 2719 members 
Mstep: Class 19 contains 96893 members 
Mstep: Class 20 contains 70385 members 
Mstep: Class 21 contains 40339 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11636 members 
Mstep: Class 24 contains 5803 members 
Mstep: Class 25 contains 45766 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 92760 members 
Mstep: Class 28 contains 6878 members 
Mstep: Class 29 contains 19577 members 
Mstep: Class 30 contains 21141 members 
Mstep: Class 31 contains 170658 members 
Mstep: Class 32 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150906352.000000 Penalty: 111174.281250
Iteration 63Q: 33 clusters Score -1.509064e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 100864 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 10647 members 
Mstep: Class 6 contains 28219 members 
Mstep: Class 7 contains 8255 members 
Mstep: Class 8 contains 49458 members 
Mstep: Class 9 contains 867 members 
Mstep: Class 10 contains 23390 members 
Mstep: Class 11 contains 13503 members 
Mstep: Class 12 contains 28316 members 
Mstep: Class 13 contains 17540 members 
Mstep: Class 14 contains 186926 members 
Mstep: Class 15 contains 18404 members 
Mstep: Class 16 contains 15077 members 
Mstep: Class 17 contains 87683 members 
Mstep: Class 18 contains 2719 members 
Mstep: Class 19 contains 96896 members 
Mstep: Class 20 contains 70414 members 
Mstep: Class 21 contains 40168 members 
Mstep: Class 22 contains 6093 members 
Mstep: Class 23 contains 11642 members 
Mstep: Class 24 contains 5778 members 
Mstep: Class 25 contains 45863 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 92839 members 
Mstep: Class 28 contains 6910 members 
Mstep: Class 29 contains 19564 members 
Mstep: Class 30 contains 21126 members 
Mstep: Class 31 contains 170657 members 
Mstep: Class 32 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150906496.000000 Penalty: 111174.281250
Iteration 64Q: 33 clusters Score -1.509065e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 100903 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 4484 members 
Mstep: Class 5 contains 10648 members 
Mstep: Class 6 contains 28226 members 
Mstep: Class 7 contains 8276 members 
Mstep: Class 8 contains 49399 members 
Mstep: Class 9 contains 867 members 
Mstep: Class 10 contains 23390 members 
Mstep: Class 11 contains 13493 members 
Mstep: Class 12 contains 28295 members 
Mstep: Class 13 contains 17532 members 
Mstep: Class 14 contains 186895 members 
Mstep: Class 15 contains 18353 members 
Mstep: Class 16 contains 15077 members 
Mstep: Class 17 contains 87776 members 
Mstep: Class 18 contains 2719 members 
Mstep: Class 19 contains 96899 members 
Mstep: Class 20 contains 70438 members 
Mstep: Class 21 contains 40025 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11646 members 
Mstep: Class 24 contains 5756 members 
Mstep: Class 25 contains 45928 members 
Mstep: Class 26 contains 2230 members 
Mstep: Class 27 contains 92896 members 
Mstep: Class 28 contains 6946 members 
Mstep: Class 29 contains 19566 members 
Mstep: Class 30 contains 21113 members 
Mstep: Class 31 contains 170659 members 
Mstep: Class 32 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150906448.000000 Penalty: 111174.281250
Iteration 65Q: 33 clusters Score -1.509064e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 100967 members 
Mstep: Class 3 contains 2100 members 
Mstep: Class 4 contains 4488 members 
Mstep: Class 5 contains 10644 members 
Mstep: Class 6 contains 28229 members 
Mstep: Class 7 contains 8307 members 
Mstep: Class 8 contains 49341 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 23383 members 
Mstep: Class 11 contains 13486 members 
Mstep: Class 12 contains 28269 members 
Mstep: Class 13 contains 17515 members 
Mstep: Class 14 contains 186874 members 
Mstep: Class 15 contains 18307 members 
Mstep: Class 16 contains 15077 members 
Mstep: Class 17 contains 87846 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96900 members 
Mstep: Class 20 contains 70472 members 
Mstep: Class 21 contains 39896 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11654 members 
Mstep: Class 24 contains 5728 members 
Mstep: Class 25 contains 45993 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 92932 members 
Mstep: Class 28 contains 6975 members 
Mstep: Class 29 contains 19564 members 
Mstep: Class 30 contains 21096 members 
Mstep: Class 31 contains 170677 members 
Mstep: Class 32 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150906240.000000 Penalty: 111174.281250
Iteration 66Q: 33 clusters Score -1.509062e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 101031 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 4487 members 
Mstep: Class 5 contains 10646 members 
Mstep: Class 6 contains 28233 members 
Mstep: Class 7 contains 8337 members 
Mstep: Class 8 contains 49292 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 23376 members 
Mstep: Class 11 contains 13481 members 
Mstep: Class 12 contains 28241 members 
Mstep: Class 13 contains 17505 members 
Mstep: Class 14 contains 186860 members 
Mstep: Class 15 contains 18271 members 
Mstep: Class 16 contains 15078 members 
Mstep: Class 17 contains 87909 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96902 members 
Mstep: Class 20 contains 70505 members 
Mstep: Class 21 contains 39772 members 
Mstep: Class 22 contains 6097 members 
Mstep: Class 23 contains 11657 members 
Mstep: Class 24 contains 5693 members 
Mstep: Class 25 contains 46058 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 92961 members 
Mstep: Class 28 contains 7008 members 
Mstep: Class 29 contains 19564 members 
Mstep: Class 30 contains 21081 members 
Mstep: Class 31 contains 170673 members 
Mstep: Class 32 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150906112.000000 Penalty: 111174.281250
Iteration 67Q: 33 clusters Score -1.509061e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 101124 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 4486 members 
Mstep: Class 5 contains 10642 members 
Mstep: Class 6 contains 28233 members 
Mstep: Class 7 contains 8371 members 
Mstep: Class 8 contains 49264 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 23373 members 
Mstep: Class 11 contains 13477 members 
Mstep: Class 12 contains 28211 members 
Mstep: Class 13 contains 17488 members 
Mstep: Class 14 contains 186847 members 
Mstep: Class 15 contains 18255 members 
Mstep: Class 16 contains 15079 members 
Mstep: Class 17 contains 87957 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96903 members 
Mstep: Class 20 contains 70535 members 
Mstep: Class 21 contains 39632 members 
Mstep: Class 22 contains 6098 members 
Mstep: Class 23 contains 11654 members 
Mstep: Class 24 contains 5653 members 
Mstep: Class 25 contains 46119 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 92979 members 
Mstep: Class 28 contains 7037 members 
Mstep: Class 29 contains 19566 members 
Mstep: Class 30 contains 21064 members 
Mstep: Class 31 contains 170674 members 
Mstep: Class 32 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150906480.000000 Penalty: 111174.281250
Iteration 68Q: 33 clusters Score -1.509065e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 101205 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 4488 members 
Mstep: Class 5 contains 10639 members 
Mstep: Class 6 contains 28237 members 
Mstep: Class 7 contains 8409 members 
Mstep: Class 8 contains 49230 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 23377 members 
Mstep: Class 11 contains 13469 members 
Mstep: Class 12 contains 28186 members 
Mstep: Class 13 contains 17474 members 
Mstep: Class 14 contains 186830 members 
Mstep: Class 15 contains 18237 members 
Mstep: Class 16 contains 15078 members 
Mstep: Class 17 contains 88004 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96902 members 
Mstep: Class 20 contains 70563 members 
Mstep: Class 21 contains 39476 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11656 members 
Mstep: Class 24 contains 5609 members 
Mstep: Class 25 contains 46172 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 93015 members 
Mstep: Class 28 contains 7062 members 
Mstep: Class 29 contains 19560 members 
Mstep: Class 30 contains 21050 members 
Mstep: Class 31 contains 170692 members 
Mstep: Class 32 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150906848.000000 Penalty: 111174.281250
Iteration 69Q: 33 clusters Score -1.509068e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 101306 members 
Mstep: Class 3 contains 2100 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10633 members 
Mstep: Class 6 contains 28238 members 
Mstep: Class 7 contains 8448 members 
Mstep: Class 8 contains 49203 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 23379 members 
Mstep: Class 11 contains 13457 members 
Mstep: Class 12 contains 28151 members 
Mstep: Class 13 contains 17462 members 
Mstep: Class 14 contains 186815 members 
Mstep: Class 15 contains 18227 members 
Mstep: Class 16 contains 15078 members 
Mstep: Class 17 contains 88041 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96901 members 
Mstep: Class 20 contains 70586 members 
Mstep: Class 21 contains 39337 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11659 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 46223 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 93035 members 
Mstep: Class 28 contains 7102 members 
Mstep: Class 29 contains 19552 members 
Mstep: Class 30 contains 21034 members 
Mstep: Class 31 contains 170700 members 
Mstep: Class 32 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150906848.000000 Penalty: 111174.281250
Iteration 70Q: 33 clusters Score -1.509068e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 101418 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10628 members 
Mstep: Class 6 contains 28240 members 
Mstep: Class 7 contains 8478 members 
Mstep: Class 8 contains 49179 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 23387 members 
Mstep: Class 11 contains 13447 members 
Mstep: Class 12 contains 28126 members 
Mstep: Class 13 contains 17454 members 
Mstep: Class 14 contains 186797 members 
Mstep: Class 15 contains 18217 members 
Mstep: Class 16 contains 15079 members 
Mstep: Class 17 contains 88076 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96902 members 
Mstep: Class 20 contains 70599 members 
Mstep: Class 21 contains 39205 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11656 members 
Mstep: Class 24 contains 5525 members 
Mstep: Class 25 contains 46260 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 93057 members 
Mstep: Class 28 contains 7133 members 
Mstep: Class 29 contains 19541 members 
Mstep: Class 30 contains 21026 members 
Mstep: Class 31 contains 170701 members 
Mstep: Class 32 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150907184.000000 Penalty: 111174.281250
Iteration 71Q: 33 clusters Score -1.509072e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 101535 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10622 members 
Mstep: Class 6 contains 28242 members 
Mstep: Class 7 contains 8534 members 
Mstep: Class 8 contains 49140 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 23385 members 
Mstep: Class 11 contains 13438 members 
Mstep: Class 12 contains 28091 members 
Mstep: Class 13 contains 17436 members 
Mstep: Class 14 contains 186785 members 
Mstep: Class 15 contains 18204 members 
Mstep: Class 16 contains 15080 members 
Mstep: Class 17 contains 88126 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96903 members 
Mstep: Class 20 contains 70610 members 
Mstep: Class 21 contains 39061 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11662 members 
Mstep: Class 24 contains 5473 members 
Mstep: Class 25 contains 46303 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 93080 members 
Mstep: Class 28 contains 7171 members 
Mstep: Class 29 contains 19533 members 
Mstep: Class 30 contains 21025 members 
Mstep: Class 31 contains 170695 members 
Mstep: Class 32 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150907152.000000 Penalty: 111174.281250
Iteration 72Q: 33 clusters Score -1.509072e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 101653 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 5 contains 10620 members 
Mstep: Class 6 contains 28244 members 
Mstep: Class 7 contains 8581 members 
Mstep: Class 8 contains 49111 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 23385 members 
Mstep: Class 11 contains 13435 members 
Mstep: Class 12 contains 28055 members 
Mstep: Class 13 contains 17400 members 
Mstep: Class 14 contains 186781 members 
Mstep: Class 15 contains 18192 members 
Mstep: Class 16 contains 15080 members 
Mstep: Class 17 contains 88170 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96903 members 
Mstep: Class 20 contains 70623 members 
Mstep: Class 21 contains 38923 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11666 members 
Mstep: Class 24 contains 5432 members 
Mstep: Class 25 contains 46357 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 93094 members 
Mstep: Class 28 contains 7205 members 
Mstep: Class 29 contains 19523 members 
Mstep: Class 30 contains 21013 members 
Mstep: Class 31 contains 170685 members 
Mstep: Class 32 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150907008.000000 Penalty: 111174.281250
Iteration 73Q: 33 clusters Score -1.50907e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 101776 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 10621 members 
Mstep: Class 6 contains 28245 members 
Mstep: Class 7 contains 8618 members 
Mstep: Class 8 contains 49098 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 23375 members 
Mstep: Class 11 contains 13429 members 
Mstep: Class 12 contains 28024 members 
Mstep: Class 13 contains 17370 members 
Mstep: Class 14 contains 186763 members 
Mstep: Class 15 contains 18190 members 
Mstep: Class 16 contains 15081 members 
Mstep: Class 17 contains 88201 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96902 members 
Mstep: Class 20 contains 70639 members 
Mstep: Class 21 contains 38794 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11668 members 
Mstep: Class 24 contains 5399 members 
Mstep: Class 25 contains 46391 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 93098 members 
Mstep: Class 28 contains 7235 members 
Mstep: Class 29 contains 19517 members 
Mstep: Class 30 contains 21006 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150907072.000000 Penalty: 111174.281250
Iteration 74Q: 33 clusters Score -1.509071e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 101865 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 4494 members 
Mstep: Class 5 contains 10616 members 
Mstep: Class 6 contains 28246 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 49078 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 23370 members 
Mstep: Class 11 contains 13426 members 
Mstep: Class 12 contains 27999 members 
Mstep: Class 13 contains 17345 members 
Mstep: Class 14 contains 186740 members 
Mstep: Class 15 contains 18189 members 
Mstep: Class 16 contains 15080 members 
Mstep: Class 17 contains 88245 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96901 members 
Mstep: Class 20 contains 70655 members 
Mstep: Class 21 contains 38678 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11673 members 
Mstep: Class 24 contains 5374 members 
Mstep: Class 25 contains 46429 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 93097 members 
Mstep: Class 28 contains 7263 members 
Mstep: Class 29 contains 19508 members 
Mstep: Class 30 contains 21005 members 
Mstep: Class 31 contains 170697 members 
Mstep: Class 32 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150907008.000000 Penalty: 111174.281250
Iteration 75Q: 33 clusters Score -1.50907e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 101972 members 
Mstep: Class 3 contains 2103 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 10614 members 
Mstep: Class 6 contains 28247 members 
Mstep: Class 7 contains 8674 members 
Mstep: Class 8 contains 49062 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 23374 members 
Mstep: Class 11 contains 13420 members 
Mstep: Class 12 contains 27976 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 186729 members 
Mstep: Class 15 contains 18187 members 
Mstep: Class 16 contains 15081 members 
Mstep: Class 17 contains 88271 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96900 members 
Mstep: Class 20 contains 70665 members 
Mstep: Class 21 contains 38560 members 
Mstep: Class 22 contains 6101 members 
Mstep: Class 23 contains 11675 members 
Mstep: Class 24 contains 5360 members 
Mstep: Class 25 contains 46463 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 93106 members 
Mstep: Class 28 contains 7298 members 
Mstep: Class 29 contains 19505 members 
Mstep: Class 30 contains 21001 members 
Mstep: Class 31 contains 170698 members 
Mstep: Class 32 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150907040.000000 Penalty: 111174.281250
Iteration 76Q: 33 clusters Score -1.50907e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 102071 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 10610 members 
Mstep: Class 6 contains 28249 members 
Mstep: Class 7 contains 8687 members 
Mstep: Class 8 contains 49046 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 23365 members 
Mstep: Class 11 contains 13413 members 
Mstep: Class 12 contains 27955 members 
Mstep: Class 13 contains 17267 members 
Mstep: Class 14 contains 186713 members 
Mstep: Class 15 contains 18182 members 
Mstep: Class 16 contains 15081 members 
Mstep: Class 17 contains 88302 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96898 members 
Mstep: Class 20 contains 70675 members 
Mstep: Class 21 contains 38462 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11682 members 
Mstep: Class 24 contains 5356 members 
Mstep: Class 25 contains 46492 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 93115 members 
Mstep: Class 28 contains 7325 members 
Mstep: Class 29 contains 19499 members 
Mstep: Class 30 contains 20999 members 
Mstep: Class 31 contains 170686 members 
Mstep: Class 32 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 77Q: 33 clusters Score -1.509073e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 102179 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10607 members 
Mstep: Class 6 contains 28250 members 
Mstep: Class 7 contains 8695 members 
Mstep: Class 8 contains 49037 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 23360 members 
Mstep: Class 11 contains 13411 members 
Mstep: Class 12 contains 27938 members 
Mstep: Class 13 contains 17240 members 
Mstep: Class 14 contains 186706 members 
Mstep: Class 15 contains 18173 members 
Mstep: Class 16 contains 15082 members 
Mstep: Class 17 contains 88323 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96897 members 
Mstep: Class 20 contains 70684 members 
Mstep: Class 21 contains 38368 members 
Mstep: Class 22 contains 6103 members 
Mstep: Class 23 contains 11690 members 
Mstep: Class 24 contains 5358 members 
Mstep: Class 25 contains 46514 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 93113 members 
Mstep: Class 28 contains 7354 members 
Mstep: Class 29 contains 19494 members 
Mstep: Class 30 contains 20998 members 
Mstep: Class 31 contains 170659 members 
Mstep: Class 32 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150907456.000000 Penalty: 111174.281250
Iteration 78Q: 33 clusters Score -1.509075e+08 nChanged 372
Entering ConstructFrom: 
Score: -150907456.000000 Penalty: 111174.281250
Entering ConstructFrom: 
Trying to split cluster 1 (23455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Entering Unmasked Estep 
Score: -2854043.750000 Penalty: 2495.583984
	Iteration 0F: 2 clusters Score -2854044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2837688.000000 Penalty: 4991.167969
	Iteration 0F: 3 clusters Score -2837688 nChanged 10445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2843603.500000 Penalty: 4991.167969
	Iteration 1F: 3 clusters Score -2843604 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2844253.250000 Penalty: 4991.167969
	Iteration 2F: 3 clusters Score -2844253 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2844859.500000 Penalty: 4991.167969
	Iteration 3F: 3 clusters Score -2844860 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2845419.750000 Penalty: 4991.167969
	Iteration 4F: 3 clusters Score -2845420 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2845921.500000 Penalty: 4991.167969
	Iteration 5Q: 3 clusters Score -2845922 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2846333.750000 Penalty: 4991.167969
	Iteration 6Q: 3 clusters Score -2846334 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2846740.250000 Penalty: 4991.167969
	Iteration 7Q: 3 clusters Score -2846740 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2847233.500000 Penalty: 4991.167969
	Iteration 8Q: 3 clusters Score -2847234 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2847785.500000 Penalty: 4991.167969
	Iteration 9Q: 3 clusters Score -2847786 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2848402.250000 Penalty: 4991.167969
	Iteration 10Q: 3 clusters Score -2848402 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2849031.750000 Penalty: 4991.167969
	Iteration 11Q: 3 clusters Score -2849032 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2849627.000000 Penalty: 4991.167969
	Iteration 12Q: 3 clusters Score -2849627 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2850169.250000 Penalty: 4991.167969
	Iteration 13Q: 3 clusters Score -2850169 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2850706.500000 Penalty: 4991.167969
	Iteration 14Q: 3 clusters Score -2850706 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2851175.000000 Penalty: 4991.167969
	Iteration 15Q: 3 clusters Score -2851175 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2851556.000000 Penalty: 4991.167969
	Iteration 16Q: 3 clusters Score -2851556 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2851812.000000 Penalty: 4991.167969
	Iteration 17Q: 3 clusters Score -2851812 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2851982.750000 Penalty: 4991.167969
	Iteration 18Q: 3 clusters Score -2851983 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2852096.500000 Penalty: 4991.167969
	Iteration 19Q: 3 clusters Score -2852096 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2852204.500000 Penalty: 4991.167969
	Iteration 20F: 3 clusters Score -2852204 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2852287.250000 Penalty: 4991.167969
	Iteration 21Q: 3 clusters Score -2852287 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2852355.250000 Penalty: 4991.167969
	Iteration 22Q: 3 clusters Score -2852355 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2852456.000000 Penalty: 4991.167969
	Iteration 23Q: 3 clusters Score -2852456 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2852525.750000 Penalty: 4991.167969
	Iteration 24Q: 3 clusters Score -2852526 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2852637.500000 Penalty: 4991.167969
	Iteration 25Q: 3 clusters Score -2852638 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2852739.000000 Penalty: 4991.167969
	Iteration 26Q: 3 clusters Score -2852739 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2852853.750000 Penalty: 4991.167969
	Iteration 27Q: 3 clusters Score -2852854 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2852962.250000 Penalty: 4991.167969
	Iteration 28Q: 3 clusters Score -2852962 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2853124.250000 Penalty: 4991.167969
	Iteration 29Q: 3 clusters Score -2853124 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2853317.250000 Penalty: 4991.167969
	Iteration 30Q: 3 clusters Score -2853317 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2853481.250000 Penalty: 4991.167969
	Iteration 31Q: 3 clusters Score -2853481 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2853579.250000 Penalty: 4991.167969
	Iteration 32Q: 3 clusters Score -2853579 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2853633.250000 Penalty: 4991.167969
	Iteration 33Q: 3 clusters Score -2853633 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2853667.500000 Penalty: 4991.167969
	Iteration 34Q: 3 clusters Score -2853668 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2853699.500000 Penalty: 4991.167969
	Iteration 35Q: 3 clusters Score -2853700 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2853704.500000 Penalty: 4991.167969
	Iteration 36Q: 3 clusters Score -2853704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2853716.500000 Penalty: 4991.167969
	Iteration 37Q: 3 clusters Score -2853716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2853730.000000 Penalty: 4991.167969
	Iteration 38Q: 3 clusters Score -2853730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2853729.250000 Penalty: 4991.167969
	Iteration 39Q: 3 clusters Score -2853729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2853733.250000 Penalty: 4991.167969
	Iteration 40F: 3 clusters Score -2853733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2853732.750000 Penalty: 4991.167969
	Iteration 41Q: 3 clusters Score -2853733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2853731.750000 Penalty: 4991.167969
	Iteration 42Q: 3 clusters Score -2853732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2853736.250000 Penalty: 4991.167969
	Iteration 43Q: 3 clusters Score -2853736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2853743.000000 Penalty: 4991.167969
	Iteration 44Q: 3 clusters Score -2853743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2853739.000000 Penalty: 4991.167969
	Iteration 45Q: 3 clusters Score -2853739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2853737.500000 Penalty: 4991.167969
	Iteration 46Q: 3 clusters Score -2853738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2853738.500000 Penalty: 4991.167969
	Iteration 47Q: 3 clusters Score -2853738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2853736.750000 Penalty: 4991.167969
	Iteration 48Q: 3 clusters Score -2853737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2853738.750000 Penalty: 4991.167969
	Iteration 49Q: 3 clusters Score -2853739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2853738.750000 Penalty: 4991.167969
	Iteration 50Q: 3 clusters Score -2853739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2853739.750000 Penalty: 4991.167969
	Iteration 51Q: 3 clusters Score -2853740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2853740.750000 Penalty: 4991.167969
	Iteration 52Q: 3 clusters Score -2853741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2853739.500000 Penalty: 4991.167969
	Iteration 53Q: 3 clusters Score -2853740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2853741.750000 Penalty: 4991.167969
	Iteration 54Q: 3 clusters Score -2853742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2853740.500000 Penalty: 4991.167969
	Iteration 55Q: 3 clusters Score -2853740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2853746.750000 Penalty: 4991.167969
	Iteration 56Q: 3 clusters Score -2853747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2853741.000000 Penalty: 4991.167969
	Iteration 57Q: 3 clusters Score -2853741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2853743.750000 Penalty: 4991.167969
	Iteration 58Q: 3 clusters Score -2853744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2853750.500000 Penalty: 4991.167969
	Iteration 59Q: 3 clusters Score -2853750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2853746.500000 Penalty: 4991.167969
	Iteration 60F: 3 clusters Score -2853746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2853749.000000 Penalty: 4991.167969
	Iteration 61Q: 3 clusters Score -2853749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2853750.250000 Penalty: 4991.167969
	Iteration 62Q: 3 clusters Score -2853750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2853750.250000 Penalty: 4991.167969
	Iteration 63Q: 3 clusters Score -2853750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2853753.500000 Penalty: 4991.167969
	Iteration 64Q: 3 clusters Score -2853754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2853760.000000 Penalty: 4991.167969
	Iteration 65Q: 3 clusters Score -2853760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2853765.250000 Penalty: 4991.167969
	Iteration 66Q: 3 clusters Score -2853765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2853762.750000 Penalty: 4991.167969
	Iteration 67Q: 3 clusters Score -2853763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2853768.750000 Penalty: 4991.167969
	Iteration 68Q: 3 clusters Score -2853769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2853766.500000 Penalty: 4991.167969
	Iteration 69Q: 3 clusters Score -2853766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2853774.000000 Penalty: 4991.167969
	Iteration 70Q: 3 clusters Score -2853774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2853772.500000 Penalty: 4991.167969
	Iteration 71Q: 3 clusters Score -2853772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2853775.250000 Penalty: 4991.167969
	Iteration 72Q: 3 clusters Score -2853775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2853775.500000 Penalty: 4991.167969
	Iteration 73Q: 3 clusters Score -2853776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2853775.750000 Penalty: 4991.167969
	Iteration 74Q: 3 clusters Score -2853776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2853771.500000 Penalty: 4991.167969
	Iteration 75Q: 3 clusters Score -2853772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2853777.000000 Penalty: 4991.167969
	Iteration 76Q: 3 clusters Score -2853777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2853778.500000 Penalty: 4991.167969
	Iteration 77Q: 3 clusters Score -2853778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2853779.000000 Penalty: 4991.167969
	Iteration 78Q: 3 clusters Score -2853779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2853779.750000 Penalty: 4991.167969
	Iteration 79Q: 3 clusters Score -2853780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2853780.000000 Penalty: 4991.167969
	Iteration 80F: 3 clusters Score -2853780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2853782.000000 Penalty: 4991.167969
	Iteration 81Q: 3 clusters Score -2853782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2853782.000000 Penalty: 4991.167969
	Iteration 82F: 3 clusters Score -2853782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102270 members 
Entering Unmasked Estep 
Score: -13163171.000000 Penalty: 2860.772217
	Iteration 0F: 2 clusters Score -1.316317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -13094777.000000 Penalty: 5721.544434
	Iteration 0F: 3 clusters Score -1.309478e+07 nChanged 48512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -13122260.000000 Penalty: 5721.544434
	Iteration 1F: 3 clusters Score -1.312226e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -13123013.000000 Penalty: 5721.544434
	Iteration 2Q: 3 clusters Score -1.312301e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -13123706.000000 Penalty: 5721.544434
	Iteration 3Q: 3 clusters Score -1.312371e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -13124416.000000 Penalty: 5721.544434
	Iteration 4Q: 3 clusters Score -1.312442e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -13125265.000000 Penalty: 5721.544434
	Iteration 5Q: 3 clusters Score -1.312526e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -13126291.000000 Penalty: 5721.544434
	Iteration 6Q: 3 clusters Score -1.312629e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -13127750.000000 Penalty: 5721.544434
	Iteration 7Q: 3 clusters Score -1.312775e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -13129583.000000 Penalty: 5721.544434
	Iteration 8Q: 3 clusters Score -1.312958e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -13132490.000000 Penalty: 5721.544434
	Iteration 9Q: 3 clusters Score -1.313249e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -13136454.000000 Penalty: 5721.544434
	Iteration 10F: 3 clusters Score -1.313645e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -13141181.000000 Penalty: 5721.544434
	Iteration 11F: 3 clusters Score -1.314118e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -13145292.000000 Penalty: 5721.544434
	Iteration 12F: 3 clusters Score -1.314529e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -13147655.000000 Penalty: 5721.544434
	Iteration 13Q: 3 clusters Score -1.314766e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -13149158.000000 Penalty: 5721.544434
	Iteration 14Q: 3 clusters Score -1.314916e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -13150415.000000 Penalty: 5721.544434
	Iteration 15Q: 3 clusters Score -1.315042e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -13151859.000000 Penalty: 5721.544434
	Iteration 16Q: 3 clusters Score -1.315186e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64325 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -13153258.000000 Penalty: 5721.544434
	Iteration 17Q: 3 clusters Score -1.315326e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64770 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -13154803.000000 Penalty: 5721.544434
	Iteration 18Q: 3 clusters Score -1.31548e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -13156214.000000 Penalty: 5721.544434
	Iteration 19Q: 3 clusters Score -1.315621e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64864 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -13157366.000000 Penalty: 5721.544434
	Iteration 20F: 3 clusters Score -1.315737e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -13158096.000000 Penalty: 5721.544434
	Iteration 21Q: 3 clusters Score -1.31581e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -13158509.000000 Penalty: 5721.544434
	Iteration 22Q: 3 clusters Score -1.315851e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64299 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -13158752.000000 Penalty: 5721.544434
	Iteration 23Q: 3 clusters Score -1.315875e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64058 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -13158869.000000 Penalty: 5721.544434
	Iteration 24Q: 3 clusters Score -1.315887e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -13158867.000000 Penalty: 5721.544434
	Iteration 25Q: 3 clusters Score -1.315887e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -13158895.000000 Penalty: 5721.544434
	Iteration 26Q: 3 clusters Score -1.31589e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -13158919.000000 Penalty: 5721.544434
	Iteration 27Q: 3 clusters Score -1.315892e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -13158904.000000 Penalty: 5721.544434
	Iteration 28Q: 3 clusters Score -1.31589e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63502 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -13158871.000000 Penalty: 5721.544434
	Iteration 29Q: 3 clusters Score -1.315887e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -13158876.000000 Penalty: 5721.544434
	Iteration 30Q: 3 clusters Score -1.315888e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -13158854.000000 Penalty: 5721.544434
	Iteration 31Q: 3 clusters Score -1.315885e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63342 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -13158875.000000 Penalty: 5721.544434
	Iteration 32Q: 3 clusters Score -1.315888e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -13158881.000000 Penalty: 5721.544434
	Iteration 33Q: 3 clusters Score -1.315888e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -13158892.000000 Penalty: 5721.544434
	Iteration 34Q: 3 clusters Score -1.315889e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -13158902.000000 Penalty: 5721.544434
	Iteration 35Q: 3 clusters Score -1.31589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -13158903.000000 Penalty: 5721.544434
	Iteration 36Q: 3 clusters Score -1.31589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63234 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -13158896.000000 Penalty: 5721.544434
	Iteration 37Q: 3 clusters Score -1.31589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63216 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -13158908.000000 Penalty: 5721.544434
	Iteration 38Q: 3 clusters Score -1.315891e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -13158911.000000 Penalty: 5721.544434
	Iteration 39Q: 3 clusters Score -1.315891e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -13158900.000000 Penalty: 5721.544434
	Iteration 40F: 3 clusters Score -1.31589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -13158912.000000 Penalty: 5721.544434
	Iteration 41Q: 3 clusters Score -1.315891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -13158918.000000 Penalty: 5721.544434
	Iteration 42Q: 3 clusters Score -1.315892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63161 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -13158925.000000 Penalty: 5721.544434
	Iteration 43Q: 3 clusters Score -1.315892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63157 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -13158922.000000 Penalty: 5721.544434
	Iteration 44Q: 3 clusters Score -1.315892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63153 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -13158918.000000 Penalty: 5721.544434
	Iteration 45Q: 3 clusters Score -1.315892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -13158920.000000 Penalty: 5721.544434
	Iteration 46Q: 3 clusters Score -1.315892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63143 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -13158926.000000 Penalty: 5721.544434
	Iteration 47Q: 3 clusters Score -1.315893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -13158930.000000 Penalty: 5721.544434
	Iteration 48Q: 3 clusters Score -1.315893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -13158922.000000 Penalty: 5721.544434
	Iteration 49Q: 3 clusters Score -1.315892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -13158923.000000 Penalty: 5721.544434
	Iteration 50Q: 3 clusters Score -1.315892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63134 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -13158926.000000 Penalty: 5721.544434
	Iteration 51Q: 3 clusters Score -1.315893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63134 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -13158926.000000 Penalty: 5721.544434
	Iteration 52F: 3 clusters Score -1.315893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -253254.625000 Penalty: 1896.769165
	Iteration 0F: 2 clusters Score -253254.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -250632.578125 Penalty: 3793.538330
	Iteration 0F: 3 clusters Score -250632.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -251133.843750 Penalty: 3793.538330
	Iteration 1F: 3 clusters Score -251133.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -251274.468750 Penalty: 3793.538330
	Iteration 2F: 3 clusters Score -251274.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -251342.234375 Penalty: 3793.538330
	Iteration 3Q: 3 clusters Score -251342.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -251407.437500 Penalty: 3793.538330
	Iteration 4Q: 3 clusters Score -251407.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -251463.531250 Penalty: 3793.538330
	Iteration 5Q: 3 clusters Score -251463.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -251508.468750 Penalty: 3793.538330
	Iteration 6Q: 3 clusters Score -251508.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -251556.203125 Penalty: 3793.538330
	Iteration 7Q: 3 clusters Score -251556.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -251625.687500 Penalty: 3793.538330
	Iteration 8Q: 3 clusters Score -251625.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -251712.968750 Penalty: 3793.538330
	Iteration 9Q: 3 clusters Score -251713 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -251848.125000 Penalty: 3793.538330
	Iteration 10Q: 3 clusters Score -251848.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -252070.750000 Penalty: 3793.538330
	Iteration 11F: 3 clusters Score -252070.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -252309.093750 Penalty: 3793.538330
	Iteration 12F: 3 clusters Score -252309.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -252503.531250 Penalty: 3793.538330
	Iteration 13F: 3 clusters Score -252503.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -252633.656250 Penalty: 3793.538330
	Iteration 14Q: 3 clusters Score -252633.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -252736.125000 Penalty: 3793.538330
	Iteration 15Q: 3 clusters Score -252736.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -252802.968750 Penalty: 3793.538330
	Iteration 16Q: 3 clusters Score -252803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -252843.500000 Penalty: 3793.538330
	Iteration 17Q: 3 clusters Score -252843.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -252871.171875 Penalty: 3793.538330
	Iteration 18Q: 3 clusters Score -252871.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -252894.828125 Penalty: 3793.538330
	Iteration 19Q: 3 clusters Score -252894.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -252919.656250 Penalty: 3793.538330
	Iteration 20F: 3 clusters Score -252919.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -252932.687500 Penalty: 3793.538330
	Iteration 21Q: 3 clusters Score -252932.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -252951.203125 Penalty: 3793.538330
	Iteration 22Q: 3 clusters Score -252951.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -252983.187500 Penalty: 3793.538330
	Iteration 23Q: 3 clusters Score -252983.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -253031.062500 Penalty: 3793.538330
	Iteration 24Q: 3 clusters Score -253031.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -253046.734375 Penalty: 3793.538330
	Iteration 25Q: 3 clusters Score -253046.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -253050.750000 Penalty: 3793.538330
	Iteration 26Q: 3 clusters Score -253050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -253051.640625 Penalty: 3793.538330
	Iteration 27Q: 3 clusters Score -253051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -253052.765625 Penalty: 3793.538330
	Iteration 28Q: 3 clusters Score -253052.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -253053.578125 Penalty: 3793.538330
	Iteration 29Q: 3 clusters Score -253053.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -253053.906250 Penalty: 3793.538330
	Iteration 30Q: 3 clusters Score -253053.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -253054.125000 Penalty: 3793.538330
	Iteration 31Q: 3 clusters Score -253054.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -253054.125000 Penalty: 3793.538330
	Iteration 32F: 3 clusters Score -253054.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Entering Unmasked Estep 
Score: -580363.625000 Penalty: 2085.638184
	Iteration 0F: 2 clusters Score -580363.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -576195.000000 Penalty: 4171.276367
	Iteration 0F: 3 clusters Score -576195 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -577210.500000 Penalty: 4171.276367
	Iteration 1F: 3 clusters Score -577210.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -577396.937500 Penalty: 4171.276367
	Iteration 2F: 3 clusters Score -577396.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -577498.250000 Penalty: 4171.276367
	Iteration 3Q: 3 clusters Score -577498.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -577567.812500 Penalty: 4171.276367
	Iteration 4Q: 3 clusters Score -577567.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -577630.562500 Penalty: 4171.276367
	Iteration 5Q: 3 clusters Score -577630.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -577679.312500 Penalty: 4171.276367
	Iteration 6Q: 3 clusters Score -577679.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -577710.187500 Penalty: 4171.276367
	Iteration 7Q: 3 clusters Score -577710.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -577734.750000 Penalty: 4171.276367
	Iteration 8Q: 3 clusters Score -577734.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -577752.812500 Penalty: 4171.276367
	Iteration 9Q: 3 clusters Score -577752.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -577765.625000 Penalty: 4171.276367
	Iteration 10Q: 3 clusters Score -577765.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -577779.562500 Penalty: 4171.276367
	Iteration 11Q: 3 clusters Score -577779.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -577793.062500 Penalty: 4171.276367
	Iteration 12Q: 3 clusters Score -577793.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -577804.187500 Penalty: 4171.276367
	Iteration 13Q: 3 clusters Score -577804.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -577811.125000 Penalty: 4171.276367
	Iteration 14Q: 3 clusters Score -577811.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -577822.812500 Penalty: 4171.276367
	Iteration 15Q: 3 clusters Score -577822.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -577829.062500 Penalty: 4171.276367
	Iteration 16Q: 3 clusters Score -577829.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -577834.812500 Penalty: 4171.276367
	Iteration 17Q: 3 clusters Score -577834.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -577841.875000 Penalty: 4171.276367
	Iteration 18Q: 3 clusters Score -577841.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -577854.375000 Penalty: 4171.276367
	Iteration 19Q: 3 clusters Score -577854.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -577864.875000 Penalty: 4171.276367
	Iteration 20F: 3 clusters Score -577864.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -577873.500000 Penalty: 4171.276367
	Iteration 21Q: 3 clusters Score -577873.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -577879.187500 Penalty: 4171.276367
	Iteration 22Q: 3 clusters Score -577879.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -577883.812500 Penalty: 4171.276367
	Iteration 23Q: 3 clusters Score -577883.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -577890.750000 Penalty: 4171.276367
	Iteration 24Q: 3 clusters Score -577890.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -577893.000000 Penalty: 4171.276367
	Iteration 25Q: 3 clusters Score -577893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -577896.250000 Penalty: 4171.276367
	Iteration 26Q: 3 clusters Score -577896.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -577897.375000 Penalty: 4171.276367
	Iteration 27Q: 3 clusters Score -577897.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -577898.312500 Penalty: 4171.276367
	Iteration 28Q: 3 clusters Score -577898.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -577900.437500 Penalty: 4171.276367
	Iteration 29Q: 3 clusters Score -577900.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -577901.875000 Penalty: 4171.276367
	Iteration 30Q: 3 clusters Score -577901.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -577905.062500 Penalty: 4171.276367
	Iteration 31Q: 3 clusters Score -577905.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -577906.250000 Penalty: 4171.276367
	Iteration 32Q: 3 clusters Score -577906.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -577907.500000 Penalty: 4171.276367
	Iteration 33Q: 3 clusters Score -577907.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -577910.750000 Penalty: 4171.276367
	Iteration 34Q: 3 clusters Score -577910.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -577911.500000 Penalty: 4171.276367
	Iteration 35Q: 3 clusters Score -577911.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -577914.187500 Penalty: 4171.276367
	Iteration 36Q: 3 clusters Score -577914.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -577917.062500 Penalty: 4171.276367
	Iteration 37Q: 3 clusters Score -577917.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -577919.125000 Penalty: 4171.276367
	Iteration 38Q: 3 clusters Score -577919.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -577920.375000 Penalty: 4171.276367
	Iteration 39Q: 3 clusters Score -577920.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -577923.375000 Penalty: 4171.276367
	Iteration 40F: 3 clusters Score -577923.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -577924.625000 Penalty: 4171.276367
	Iteration 41Q: 3 clusters Score -577924.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -577925.437500 Penalty: 4171.276367
	Iteration 42Q: 3 clusters Score -577925.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -577927.312500 Penalty: 4171.276367
	Iteration 43Q: 3 clusters Score -577927.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -577929.062500 Penalty: 4171.276367
	Iteration 44Q: 3 clusters Score -577929.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -577931.687500 Penalty: 4171.276367
	Iteration 45Q: 3 clusters Score -577931.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -577933.000000 Penalty: 4171.276367
	Iteration 46Q: 3 clusters Score -577933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -577934.250000 Penalty: 4171.276367
	Iteration 47Q: 3 clusters Score -577934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -577934.000000 Penalty: 4171.276367
	Iteration 48Q: 3 clusters Score -577934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -577936.937500 Penalty: 4171.276367
	Iteration 49Q: 3 clusters Score -577936.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -577939.000000 Penalty: 4171.276367
	Iteration 50Q: 3 clusters Score -577939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -577940.937500 Penalty: 4171.276367
	Iteration 51Q: 3 clusters Score -577940.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -577941.375000 Penalty: 4171.276367
	Iteration 52Q: 3 clusters Score -577941.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -577945.375000 Penalty: 4171.276367
	Iteration 53Q: 3 clusters Score -577945.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -577946.562500 Penalty: 4171.276367
	Iteration 54Q: 3 clusters Score -577946.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -577948.000000 Penalty: 4171.276367
	Iteration 55Q: 3 clusters Score -577948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -577949.250000 Penalty: 4171.276367
	Iteration 56Q: 3 clusters Score -577949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -577948.937500 Penalty: 4171.276367
	Iteration 57Q: 3 clusters Score -577948.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -577948.812500 Penalty: 4171.276367
	Iteration 58Q: 3 clusters Score -577948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -577952.125000 Penalty: 4171.276367
	Iteration 59Q: 3 clusters Score -577952.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -577953.625000 Penalty: 4171.276367
	Iteration 60F: 3 clusters Score -577953.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -577954.687500 Penalty: 4171.276367
	Iteration 61Q: 3 clusters Score -577954.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -577955.375000 Penalty: 4171.276367
	Iteration 62Q: 3 clusters Score -577955.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -577954.937500 Penalty: 4171.276367
	Iteration 63Q: 3 clusters Score -577954.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -577954.937500 Penalty: 4171.276367
	Iteration 64F: 3 clusters Score -577954.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Entering Unmasked Estep 
Score: -1289669.125000 Penalty: 2298.802246
	Iteration 0F: 2 clusters Score -1289669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1281640.750000 Penalty: 4597.604492
	Iteration 0F: 3 clusters Score -1281641 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1284018.000000 Penalty: 4597.604492
	Iteration 1F: 3 clusters Score -1284018 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1284373.375000 Penalty: 4597.604492
	Iteration 2F: 3 clusters Score -1284373 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1284684.000000 Penalty: 4597.604492
	Iteration 3F: 3 clusters Score -1284684 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1284982.875000 Penalty: 4597.604492
	Iteration 4Q: 3 clusters Score -1284983 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1285314.625000 Penalty: 4597.604492
	Iteration 5F: 3 clusters Score -1285315 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1285750.625000 Penalty: 4597.604492
	Iteration 6F: 3 clusters Score -1285751 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1286282.750000 Penalty: 4597.604492
	Iteration 7F: 3 clusters Score -1286283 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1286906.250000 Penalty: 4597.604492
	Iteration 8F: 3 clusters Score -1286906 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1287522.500000 Penalty: 4597.604492
	Iteration 9F: 3 clusters Score -1287522 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1288000.750000 Penalty: 4597.604492
	Iteration 10Q: 3 clusters Score -1288001 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1288260.375000 Penalty: 4597.604492
	Iteration 11Q: 3 clusters Score -1288260 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1288388.250000 Penalty: 4597.604492
	Iteration 12Q: 3 clusters Score -1288388 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1288465.000000 Penalty: 4597.604492
	Iteration 13Q: 3 clusters Score -1288465 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1288513.750000 Penalty: 4597.604492
	Iteration 14Q: 3 clusters Score -1288514 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1288552.500000 Penalty: 4597.604492
	Iteration 15Q: 3 clusters Score -1288552 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1288595.000000 Penalty: 4597.604492
	Iteration 16Q: 3 clusters Score -1288595 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1288636.000000 Penalty: 4597.604492
	Iteration 17Q: 3 clusters Score -1288636 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1288680.750000 Penalty: 4597.604492
	Iteration 18Q: 3 clusters Score -1288681 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1288738.125000 Penalty: 4597.604492
	Iteration 19Q: 3 clusters Score -1288738 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1288807.875000 Penalty: 4597.604492
	Iteration 20F: 3 clusters Score -1288808 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1288866.500000 Penalty: 4597.604492
	Iteration 21Q: 3 clusters Score -1288866 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1288947.125000 Penalty: 4597.604492
	Iteration 22Q: 3 clusters Score -1288947 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1289012.625000 Penalty: 4597.604492
	Iteration 23Q: 3 clusters Score -1289013 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1289077.375000 Penalty: 4597.604492
	Iteration 24Q: 3 clusters Score -1289077 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1289142.375000 Penalty: 4597.604492
	Iteration 25Q: 3 clusters Score -1289142 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1289194.375000 Penalty: 4597.604492
	Iteration 26Q: 3 clusters Score -1289194 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1289248.625000 Penalty: 4597.604492
	Iteration 27Q: 3 clusters Score -1289249 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1289291.250000 Penalty: 4597.604492
	Iteration 28Q: 3 clusters Score -1289291 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1289332.375000 Penalty: 4597.604492
	Iteration 29Q: 3 clusters Score -1289332 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1289380.875000 Penalty: 4597.604492
	Iteration 30Q: 3 clusters Score -1289381 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1289444.125000 Penalty: 4597.604492
	Iteration 31Q: 3 clusters Score -1289444 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1289498.625000 Penalty: 4597.604492
	Iteration 32Q: 3 clusters Score -1289499 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1289583.250000 Penalty: 4597.604492
	Iteration 33Q: 3 clusters Score -1289583 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1289668.875000 Penalty: 4597.604492
	Iteration 34Q: 3 clusters Score -1289669 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1289744.500000 Penalty: 4597.604492
	Iteration 35Q: 3 clusters Score -1289744 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1289803.125000 Penalty: 4597.604492
	Iteration 36Q: 3 clusters Score -1289803 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1289825.000000 Penalty: 4597.604492
	Iteration 37Q: 3 clusters Score -1289825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1289831.625000 Penalty: 4597.604492
	Iteration 38Q: 3 clusters Score -1289832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1289838.875000 Penalty: 4597.604492
	Iteration 39Q: 3 clusters Score -1289839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1289852.250000 Penalty: 4597.604492
	Iteration 40F: 3 clusters Score -1289852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1289854.625000 Penalty: 4597.604492
	Iteration 41Q: 3 clusters Score -1289855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1289863.250000 Penalty: 4597.604492
	Iteration 42Q: 3 clusters Score -1289863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1289864.750000 Penalty: 4597.604492
	Iteration 43Q: 3 clusters Score -1289865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1289866.625000 Penalty: 4597.604492
	Iteration 44Q: 3 clusters Score -1289867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1289867.500000 Penalty: 4597.604492
	Iteration 45Q: 3 clusters Score -1289868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1289871.750000 Penalty: 4597.604492
	Iteration 46Q: 3 clusters Score -1289872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1289876.000000 Penalty: 4597.604492
	Iteration 47Q: 3 clusters Score -1289876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1289873.500000 Penalty: 4597.604492
	Iteration 48Q: 3 clusters Score -1289874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1289873.000000 Penalty: 4597.604492
	Iteration 49Q: 3 clusters Score -1289873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1289874.375000 Penalty: 4597.604492
	Iteration 50Q: 3 clusters Score -1289874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1289873.625000 Penalty: 4597.604492
	Iteration 51Q: 3 clusters Score -1289874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1289874.875000 Penalty: 4597.604492
	Iteration 52Q: 3 clusters Score -1289875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1289874.875000 Penalty: 4597.604492
	Iteration 53F: 3 clusters Score -1289875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 102270 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 5088 members 
Mstep: Class 6 contains 28249 members 
Mstep: Class 7 contains 8706 members 
Mstep: Class 8 contains 49023 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 23353 members 
Mstep: Class 11 contains 13409 members 
Mstep: Class 12 contains 27925 members 
Mstep: Class 13 contains 17203 members 
Mstep: Class 14 contains 186704 members 
Mstep: Class 15 contains 18163 members 
Mstep: Class 16 contains 15083 members 
Mstep: Class 17 contains 88338 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96896 members 
Mstep: Class 20 contains 70695 members 
Mstep: Class 21 contains 38282 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11694 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 46538 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 93113 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 19488 members 
Mstep: Class 30 contains 21004 members 
Mstep: Class 31 contains 170648 members 
Mstep: Class 32 contains 1107 members 
Mstep: Class 33 contains 5520 members 
Entering Unmasked Estep 
Score: -150906448.000000 Penalty: 114648.476562
Splitting cluster 5 changes total score from -150907456.000000 to -150906448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (28249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Entering Unmasked Estep 
Score: -3568334.250000 Penalty: 2541.705811
	Iteration 0F: 2 clusters Score -3568334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3548914.250000 Penalty: 5083.411621
	Iteration 0F: 3 clusters Score -3548914 nChanged 12664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3556090.750000 Penalty: 5083.411621
	Iteration 1F: 3 clusters Score -3556091 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3557064.500000 Penalty: 5083.411621
	Iteration 2F: 3 clusters Score -3557064 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3558336.500000 Penalty: 5083.411621
	Iteration 3F: 3 clusters Score -3558336 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3559703.250000 Penalty: 5083.411621
	Iteration 4F: 3 clusters Score -3559703 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -3561053.250000 Penalty: 5083.411621
	Iteration 5F: 3 clusters Score -3561053 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3562386.250000 Penalty: 5083.411621
	Iteration 6F: 3 clusters Score -3562386 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3563638.250000 Penalty: 5083.411621
	Iteration 7F: 3 clusters Score -3563638 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -3564691.250000 Penalty: 5083.411621
	Iteration 8F: 3 clusters Score -3564691 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -3565528.750000 Penalty: 5083.411621
	Iteration 9Q: 3 clusters Score -3565529 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3566205.750000 Penalty: 5083.411621
	Iteration 10Q: 3 clusters Score -3566206 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3566845.500000 Penalty: 5083.411621
	Iteration 11Q: 3 clusters Score -3566846 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3567402.000000 Penalty: 5083.411621
	Iteration 12Q: 3 clusters Score -3567402 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -3567809.000000 Penalty: 5083.411621
	Iteration 13Q: 3 clusters Score -3567809 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3568023.750000 Penalty: 5083.411621
	Iteration 14Q: 3 clusters Score -3568024 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -3568155.750000 Penalty: 5083.411621
	Iteration 15Q: 3 clusters Score -3568156 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3568226.750000 Penalty: 5083.411621
	Iteration 16Q: 3 clusters Score -3568227 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -3568275.250000 Penalty: 5083.411621
	Iteration 17Q: 3 clusters Score -3568275 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3568309.250000 Penalty: 5083.411621
	Iteration 18Q: 3 clusters Score -3568309 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3568335.250000 Penalty: 5083.411621
	Iteration 19Q: 3 clusters Score -3568335 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3568353.500000 Penalty: 5083.411621
	Iteration 20F: 3 clusters Score -3568354 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -3568366.750000 Penalty: 5083.411621
	Iteration 21Q: 3 clusters Score -3568367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3568380.750000 Penalty: 5083.411621
	Iteration 22Q: 3 clusters Score -3568381 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3568393.000000 Penalty: 5083.411621
	Iteration 23Q: 3 clusters Score -3568393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -3568398.000000 Penalty: 5083.411621
	Iteration 24Q: 3 clusters Score -3568398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -3568405.750000 Penalty: 5083.411621
	Iteration 25Q: 3 clusters Score -3568406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3568401.750000 Penalty: 5083.411621
	Iteration 26Q: 3 clusters Score -3568402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -3568408.000000 Penalty: 5083.411621
	Iteration 27Q: 3 clusters Score -3568408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3568409.000000 Penalty: 5083.411621
	Iteration 28Q: 3 clusters Score -3568409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3568404.000000 Penalty: 5083.411621
	Iteration 29Q: 3 clusters Score -3568404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -3568412.500000 Penalty: 5083.411621
	Iteration 30Q: 3 clusters Score -3568412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3568408.750000 Penalty: 5083.411621
	Iteration 31Q: 3 clusters Score -3568409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3568414.000000 Penalty: 5083.411621
	Iteration 32Q: 3 clusters Score -3568414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3568414.000000 Penalty: 5083.411621
	Iteration 33F: 3 clusters Score -3568414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 102270 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10608 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 8706 members 
Mstep: Class 8 contains 49023 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 23353 members 
Mstep: Class 11 contains 13409 members 
Mstep: Class 12 contains 27925 members 
Mstep: Class 13 contains 17203 members 
Mstep: Class 14 contains 186704 members 
Mstep: Class 15 contains 18163 members 
Mstep: Class 16 contains 15083 members 
Mstep: Class 17 contains 88338 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96896 members 
Mstep: Class 20 contains 70695 members 
Mstep: Class 21 contains 38282 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11694 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 46538 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 93113 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 19488 members 
Mstep: Class 30 contains 21004 members 
Mstep: Class 31 contains 170648 members 
Mstep: Class 32 contains 1107 members 
Mstep: Class 33 contains 26659 members 
Entering Unmasked Estep 
Score: -150905760.000000 Penalty: 114648.476562
Splitting cluster 6 changes total score from -150907456.000000 to -150905760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (8706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Entering Unmasked Estep 
Score: -972712.687500 Penalty: 2249.798340
	Iteration 0F: 2 clusters Score -972712.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -965965.062500 Penalty: 4499.596680
	Iteration 0F: 3 clusters Score -965965.1 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -968100.687500 Penalty: 4499.596680
	Iteration 1F: 3 clusters Score -968100.7 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -968957.937500 Penalty: 4499.596680
	Iteration 2F: 3 clusters Score -968957.9 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -969906.750000 Penalty: 4499.596680
	Iteration 3F: 3 clusters Score -969906.8 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -970963.437500 Penalty: 4499.596680
	Iteration 4F: 3 clusters Score -970963.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -971639.500000 Penalty: 4499.596680
	Iteration 5F: 3 clusters Score -971639.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -971976.312500 Penalty: 4499.596680
	Iteration 6F: 3 clusters Score -971976.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -972184.437500 Penalty: 4499.596680
	Iteration 7Q: 3 clusters Score -972184.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -972320.312500 Penalty: 4499.596680
	Iteration 8Q: 3 clusters Score -972320.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -972400.937500 Penalty: 4499.596680
	Iteration 9Q: 3 clusters Score -972400.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -972455.250000 Penalty: 4499.596680
	Iteration 10Q: 3 clusters Score -972455.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -972504.625000 Penalty: 4499.596680
	Iteration 11Q: 3 clusters Score -972504.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -972548.500000 Penalty: 4499.596680
	Iteration 12Q: 3 clusters Score -972548.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -972591.500000 Penalty: 4499.596680
	Iteration 13Q: 3 clusters Score -972591.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -972636.750000 Penalty: 4499.596680
	Iteration 14Q: 3 clusters Score -972636.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -972664.250000 Penalty: 4499.596680
	Iteration 15Q: 3 clusters Score -972664.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -972688.000000 Penalty: 4499.596680
	Iteration 16Q: 3 clusters Score -972688 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -972719.062500 Penalty: 4499.596680
	Iteration 17Q: 3 clusters Score -972719.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -972733.375000 Penalty: 4499.596680
	Iteration 18Q: 3 clusters Score -972733.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -972754.437500 Penalty: 4499.596680
	Iteration 19Q: 3 clusters Score -972754.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -972774.187500 Penalty: 4499.596680
	Iteration 20F: 3 clusters Score -972774.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -972792.625000 Penalty: 4499.596680
	Iteration 21Q: 3 clusters Score -972792.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -972808.875000 Penalty: 4499.596680
	Iteration 22Q: 3 clusters Score -972808.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -972829.187500 Penalty: 4499.596680
	Iteration 23Q: 3 clusters Score -972829.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -972848.812500 Penalty: 4499.596680
	Iteration 24Q: 3 clusters Score -972848.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -972869.250000 Penalty: 4499.596680
	Iteration 25Q: 3 clusters Score -972869.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -972882.000000 Penalty: 4499.596680
	Iteration 26Q: 3 clusters Score -972882 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -972898.937500 Penalty: 4499.596680
	Iteration 27Q: 3 clusters Score -972898.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -972911.875000 Penalty: 4499.596680
	Iteration 28Q: 3 clusters Score -972911.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -972925.625000 Penalty: 4499.596680
	Iteration 29Q: 3 clusters Score -972925.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -972934.062500 Penalty: 4499.596680
	Iteration 30Q: 3 clusters Score -972934.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -972942.562500 Penalty: 4499.596680
	Iteration 31Q: 3 clusters Score -972942.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -972949.625000 Penalty: 4499.596680
	Iteration 32Q: 3 clusters Score -972949.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -972958.500000 Penalty: 4499.596680
	Iteration 33Q: 3 clusters Score -972958.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -972961.187500 Penalty: 4499.596680
	Iteration 34Q: 3 clusters Score -972961.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -972963.562500 Penalty: 4499.596680
	Iteration 35Q: 3 clusters Score -972963.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -972969.250000 Penalty: 4499.596680
	Iteration 36Q: 3 clusters Score -972969.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -972972.875000 Penalty: 4499.596680
	Iteration 37Q: 3 clusters Score -972972.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -972972.437500 Penalty: 4499.596680
	Iteration 38Q: 3 clusters Score -972972.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -972975.062500 Penalty: 4499.596680
	Iteration 39Q: 3 clusters Score -972975.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -972978.250000 Penalty: 4499.596680
	Iteration 40F: 3 clusters Score -972978.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -972980.437500 Penalty: 4499.596680
	Iteration 41Q: 3 clusters Score -972980.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -972983.062500 Penalty: 4499.596680
	Iteration 42Q: 3 clusters Score -972983.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -972982.062500 Penalty: 4499.596680
	Iteration 43Q: 3 clusters Score -972982.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -972982.125000 Penalty: 4499.596680
	Iteration 44Q: 3 clusters Score -972982.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -972982.062500 Penalty: 4499.596680
	Iteration 45Q: 3 clusters Score -972982.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -972982.062500 Penalty: 4499.596680
	Iteration 46F: 3 clusters Score -972982.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 102270 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10608 members 
Mstep: Class 6 contains 28249 members 
Mstep: Class 7 contains 3866 members 
Mstep: Class 8 contains 49023 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 23353 members 
Mstep: Class 11 contains 13409 members 
Mstep: Class 12 contains 27925 members 
Mstep: Class 13 contains 17203 members 
Mstep: Class 14 contains 186704 members 
Mstep: Class 15 contains 18163 members 
Mstep: Class 16 contains 15083 members 
Mstep: Class 17 contains 88338 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96896 members 
Mstep: Class 20 contains 70695 members 
Mstep: Class 21 contains 38282 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11694 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 46538 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 93113 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 19488 members 
Mstep: Class 30 contains 21004 members 
Mstep: Class 31 contains 170648 members 
Mstep: Class 32 contains 1107 members 
Mstep: Class 33 contains 4840 members 
Entering Unmasked Estep 
Score: -150906160.000000 Penalty: 114648.476562
Splitting cluster 7 changes total score from -150907456.000000 to -150906160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (49023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Entering Unmasked Estep 
Score: -6320401.000000 Penalty: 2678.411133
	Iteration 0F: 2 clusters Score -6320401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -6287474.000000 Penalty: 5356.822266
	Iteration 0F: 3 clusters Score -6287474 nChanged 22654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -6300351.000000 Penalty: 5356.822266
	Iteration 1F: 3 clusters Score -6300351 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -6301355.500000 Penalty: 5356.822266
	Iteration 2Q: 3 clusters Score -6301356 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -6302463.500000 Penalty: 5356.822266
	Iteration 3F: 3 clusters Score -6302464 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -6303891.000000 Penalty: 5356.822266
	Iteration 4F: 3 clusters Score -6303891 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -6305694.500000 Penalty: 5356.822266
	Iteration 5F: 3 clusters Score -6305694 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -6307934.500000 Penalty: 5356.822266
	Iteration 6F: 3 clusters Score -6307934 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -6310280.500000 Penalty: 5356.822266
	Iteration 7F: 3 clusters Score -6310280 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -6312416.500000 Penalty: 5356.822266
	Iteration 8F: 3 clusters Score -6312416 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -6313856.000000 Penalty: 5356.822266
	Iteration 9Q: 3 clusters Score -6313856 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -6314684.000000 Penalty: 5356.822266
	Iteration 10Q: 3 clusters Score -6314684 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -6315053.500000 Penalty: 5356.822266
	Iteration 11Q: 3 clusters Score -6315054 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -6315356.000000 Penalty: 5356.822266
	Iteration 12Q: 3 clusters Score -6315356 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -6315583.500000 Penalty: 5356.822266
	Iteration 13Q: 3 clusters Score -6315584 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -6315773.500000 Penalty: 5356.822266
	Iteration 14Q: 3 clusters Score -6315774 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -6315947.000000 Penalty: 5356.822266
	Iteration 15Q: 3 clusters Score -6315947 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -6316116.000000 Penalty: 5356.822266
	Iteration 16Q: 3 clusters Score -6316116 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -6316286.500000 Penalty: 5356.822266
	Iteration 17Q: 3 clusters Score -6316286 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -6316462.500000 Penalty: 5356.822266
	Iteration 18Q: 3 clusters Score -6316462 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -6316587.000000 Penalty: 5356.822266
	Iteration 19Q: 3 clusters Score -6316587 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -6316737.500000 Penalty: 5356.822266
	Iteration 20F: 3 clusters Score -6316738 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -6316903.000000 Penalty: 5356.822266
	Iteration 21Q: 3 clusters Score -6316903 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -6317020.500000 Penalty: 5356.822266
	Iteration 22Q: 3 clusters Score -6317020 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -6317149.500000 Penalty: 5356.822266
	Iteration 23Q: 3 clusters Score -6317150 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -6317237.000000 Penalty: 5356.822266
	Iteration 24Q: 3 clusters Score -6317237 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -6317320.000000 Penalty: 5356.822266
	Iteration 25Q: 3 clusters Score -6317320 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -6317425.500000 Penalty: 5356.822266
	Iteration 26Q: 3 clusters Score -6317426 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -6317519.500000 Penalty: 5356.822266
	Iteration 27Q: 3 clusters Score -6317520 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -6317587.500000 Penalty: 5356.822266
	Iteration 28Q: 3 clusters Score -6317588 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -6317645.000000 Penalty: 5356.822266
	Iteration 29Q: 3 clusters Score -6317645 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -6317671.500000 Penalty: 5356.822266
	Iteration 30Q: 3 clusters Score -6317672 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -6317701.000000 Penalty: 5356.822266
	Iteration 31Q: 3 clusters Score -6317701 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6317723.000000 Penalty: 5356.822266
	Iteration 32Q: 3 clusters Score -6317723 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6317752.500000 Penalty: 5356.822266
	Iteration 33Q: 3 clusters Score -6317752 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6317789.500000 Penalty: 5356.822266
	Iteration 34Q: 3 clusters Score -6317790 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6317809.500000 Penalty: 5356.822266
	Iteration 35Q: 3 clusters Score -6317810 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6317831.000000 Penalty: 5356.822266
	Iteration 36Q: 3 clusters Score -6317831 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6317843.000000 Penalty: 5356.822266
	Iteration 37Q: 3 clusters Score -6317843 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6317855.500000 Penalty: 5356.822266
	Iteration 38Q: 3 clusters Score -6317856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6317871.000000 Penalty: 5356.822266
	Iteration 39Q: 3 clusters Score -6317871 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -6317875.500000 Penalty: 5356.822266
	Iteration 40F: 3 clusters Score -6317876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6317877.000000 Penalty: 5356.822266
	Iteration 41Q: 3 clusters Score -6317877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6317893.500000 Penalty: 5356.822266
	Iteration 42Q: 3 clusters Score -6317894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6317891.000000 Penalty: 5356.822266
	Iteration 43Q: 3 clusters Score -6317891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6317903.000000 Penalty: 5356.822266
	Iteration 44Q: 3 clusters Score -6317903 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6317915.000000 Penalty: 5356.822266
	Iteration 45Q: 3 clusters Score -6317915 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6317941.000000 Penalty: 5356.822266
	Iteration 46Q: 3 clusters Score -6317941 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6317962.500000 Penalty: 5356.822266
	Iteration 47Q: 3 clusters Score -6317962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6317967.500000 Penalty: 5356.822266
	Iteration 48Q: 3 clusters Score -6317968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6317986.000000 Penalty: 5356.822266
	Iteration 49Q: 3 clusters Score -6317986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6317993.500000 Penalty: 5356.822266
	Iteration 50Q: 3 clusters Score -6317994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6318005.000000 Penalty: 5356.822266
	Iteration 51Q: 3 clusters Score -6318005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6318017.000000 Penalty: 5356.822266
	Iteration 52Q: 3 clusters Score -6318017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6318036.500000 Penalty: 5356.822266
	Iteration 53Q: 3 clusters Score -6318036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6318041.500000 Penalty: 5356.822266
	Iteration 54Q: 3 clusters Score -6318042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6318043.500000 Penalty: 5356.822266
	Iteration 55Q: 3 clusters Score -6318044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6318050.000000 Penalty: 5356.822266
	Iteration 56Q: 3 clusters Score -6318050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6318052.500000 Penalty: 5356.822266
	Iteration 57Q: 3 clusters Score -6318052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6318049.500000 Penalty: 5356.822266
	Iteration 58Q: 3 clusters Score -6318050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6318053.500000 Penalty: 5356.822266
	Iteration 59Q: 3 clusters Score -6318054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6318053.000000 Penalty: 5356.822266
	Iteration 60F: 3 clusters Score -6318053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6318059.000000 Penalty: 5356.822266
	Iteration 61Q: 3 clusters Score -6318059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6318061.500000 Penalty: 5356.822266
	Iteration 62Q: 3 clusters Score -6318062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6318058.500000 Penalty: 5356.822266
	Iteration 63Q: 3 clusters Score -6318058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6318065.500000 Penalty: 5356.822266
	Iteration 64Q: 3 clusters Score -6318066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6318068.500000 Penalty: 5356.822266
	Iteration 65Q: 3 clusters Score -6318068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6318067.000000 Penalty: 5356.822266
	Iteration 66Q: 3 clusters Score -6318067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6318067.500000 Penalty: 5356.822266
	Iteration 67Q: 3 clusters Score -6318068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6318064.000000 Penalty: 5356.822266
	Iteration 68Q: 3 clusters Score -6318064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6318059.500000 Penalty: 5356.822266
	Iteration 69Q: 3 clusters Score -6318060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6318063.000000 Penalty: 5356.822266
	Iteration 70Q: 3 clusters Score -6318063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6318063.000000 Penalty: 5356.822266
	Iteration 71F: 3 clusters Score -6318063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -73878.750000 Penalty: 1677.443481
	Iteration 0F: 2 clusters Score -73878.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -72289.429688 Penalty: 3354.886963
	Iteration 0F: 3 clusters Score -72289.43 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -73584.171875 Penalty: 3354.886963
	Iteration 1F: 3 clusters Score -73584.17 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -75160.492188 Penalty: 3354.886963
	Iteration 2F: 3 clusters Score -75160.49 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -76305.304688 Penalty: 3354.886963
	Iteration 3F: 3 clusters Score -76305.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -77100.656250 Penalty: 3354.886963
	Iteration 4Q: 3 clusters Score -77100.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -77456.015625 Penalty: 3354.886963
	Iteration 5Q: 3 clusters Score -77456.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -77807.273438 Penalty: 3354.886963
	Iteration 6Q: 3 clusters Score -77807.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -77971.726562 Penalty: 3354.886963
	Iteration 7Q: 3 clusters Score -77971.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -78187.820312 Penalty: 3354.886963
	Iteration 8Q: 3 clusters Score -78187.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -78197.296875 Penalty: 3354.886963
	Iteration 9F: 3 clusters Score -78197.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -78203.304688 Penalty: 3354.886963
	Iteration 10Q: 3 clusters Score -78203.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -78211.937500 Penalty: 3354.886963
	Iteration 11Q: 3 clusters Score -78211.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -78226.460938 Penalty: 3354.886963
	Iteration 12Q: 3 clusters Score -78226.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -78233.632812 Penalty: 3354.886963
	Iteration 13Q: 3 clusters Score -78233.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -78234.882812 Penalty: 3354.886963
	Iteration 14F: 3 clusters Score -78234.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -78239.140625 Penalty: 3354.886963
	Iteration 15Q: 3 clusters Score -78239.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -78253.820312 Penalty: 3354.886963
	Iteration 16Q: 3 clusters Score -78253.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -78274.992188 Penalty: 3354.886963
	Iteration 17Q: 3 clusters Score -78274.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -78295.937500 Penalty: 3354.886963
	Iteration 18Q: 3 clusters Score -78295.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -78301.992188 Penalty: 3354.886963
	Iteration 19Q: 3 clusters Score -78301.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -78306.968750 Penalty: 3354.886963
	Iteration 20F: 3 clusters Score -78306.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -78315.054688 Penalty: 3354.886963
	Iteration 21Q: 3 clusters Score -78315.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -78315.054688 Penalty: 3354.886963
	Iteration 22F: 3 clusters Score -78315.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 102270 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10608 members 
Mstep: Class 6 contains 28249 members 
Mstep: Class 7 contains 8706 members 
Mstep: Class 8 contains 49023 members 
Mstep: Class 9 contains 369 members 
Mstep: Class 10 contains 23353 members 
Mstep: Class 11 contains 13409 members 
Mstep: Class 12 contains 27925 members 
Mstep: Class 13 contains 17203 members 
Mstep: Class 14 contains 186704 members 
Mstep: Class 15 contains 18163 members 
Mstep: Class 16 contains 15083 members 
Mstep: Class 17 contains 88338 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96896 members 
Mstep: Class 20 contains 70695 members 
Mstep: Class 21 contains 38282 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11694 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 46538 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 93113 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 19488 members 
Mstep: Class 30 contains 21004 members 
Mstep: Class 31 contains 170648 members 
Mstep: Class 32 contains 1107 members 
Mstep: Class 33 contains 497 members 
Entering Unmasked Estep 
Score: -150909744.000000 Penalty: 114648.476562
Splitting cluster 9 changes total score from -150907456.000000 to -150909744.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 10 (23353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Entering Unmasked Estep 
Score: -2828748.500000 Penalty: 2494.503418
	Iteration 0F: 2 clusters Score -2828748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2812634.000000 Penalty: 4989.006836
	Iteration 0F: 3 clusters Score -2812634 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2818970.000000 Penalty: 4989.006836
	Iteration 1F: 3 clusters Score -2818970 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2820110.500000 Penalty: 4989.006836
	Iteration 2F: 3 clusters Score -2820110 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2821304.500000 Penalty: 4989.006836
	Iteration 3F: 3 clusters Score -2821304 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2822408.000000 Penalty: 4989.006836
	Iteration 4F: 3 clusters Score -2822408 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2823295.500000 Penalty: 4989.006836
	Iteration 5F: 3 clusters Score -2823296 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2823935.250000 Penalty: 4989.006836
	Iteration 6F: 3 clusters Score -2823935 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2824416.250000 Penalty: 4989.006836
	Iteration 7Q: 3 clusters Score -2824416 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2824756.500000 Penalty: 4989.006836
	Iteration 8Q: 3 clusters Score -2824756 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2825011.000000 Penalty: 4989.006836
	Iteration 9Q: 3 clusters Score -2825011 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2825180.750000 Penalty: 4989.006836
	Iteration 10Q: 3 clusters Score -2825181 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2825302.000000 Penalty: 4989.006836
	Iteration 11Q: 3 clusters Score -2825302 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2825403.750000 Penalty: 4989.006836
	Iteration 12Q: 3 clusters Score -2825404 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2825461.250000 Penalty: 4989.006836
	Iteration 13Q: 3 clusters Score -2825461 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2825540.750000 Penalty: 4989.006836
	Iteration 14Q: 3 clusters Score -2825541 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2825581.500000 Penalty: 4989.006836
	Iteration 15Q: 3 clusters Score -2825582 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2825635.000000 Penalty: 4989.006836
	Iteration 16Q: 3 clusters Score -2825635 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2825687.250000 Penalty: 4989.006836
	Iteration 17Q: 3 clusters Score -2825687 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2825731.750000 Penalty: 4989.006836
	Iteration 18Q: 3 clusters Score -2825732 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2825783.750000 Penalty: 4989.006836
	Iteration 19Q: 3 clusters Score -2825784 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2825821.750000 Penalty: 4989.006836
	Iteration 20F: 3 clusters Score -2825822 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2825872.250000 Penalty: 4989.006836
	Iteration 21Q: 3 clusters Score -2825872 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2825907.750000 Penalty: 4989.006836
	Iteration 22Q: 3 clusters Score -2825908 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2825949.500000 Penalty: 4989.006836
	Iteration 23Q: 3 clusters Score -2825950 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2825993.500000 Penalty: 4989.006836
	Iteration 24Q: 3 clusters Score -2825994 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2826017.750000 Penalty: 4989.006836
	Iteration 25Q: 3 clusters Score -2826018 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2826036.750000 Penalty: 4989.006836
	Iteration 26Q: 3 clusters Score -2826037 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2826068.000000 Penalty: 4989.006836
	Iteration 27Q: 3 clusters Score -2826068 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2826093.750000 Penalty: 4989.006836
	Iteration 28Q: 3 clusters Score -2826094 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2826114.250000 Penalty: 4989.006836
	Iteration 29Q: 3 clusters Score -2826114 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2826146.750000 Penalty: 4989.006836
	Iteration 30Q: 3 clusters Score -2826147 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2826162.500000 Penalty: 4989.006836
	Iteration 31Q: 3 clusters Score -2826162 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2826173.500000 Penalty: 4989.006836
	Iteration 32Q: 3 clusters Score -2826174 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2826189.500000 Penalty: 4989.006836
	Iteration 33Q: 3 clusters Score -2826190 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2826193.250000 Penalty: 4989.006836
	Iteration 34Q: 3 clusters Score -2826193 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2826219.500000 Penalty: 4989.006836
	Iteration 35Q: 3 clusters Score -2826220 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2826239.500000 Penalty: 4989.006836
	Iteration 36Q: 3 clusters Score -2826240 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2826249.000000 Penalty: 4989.006836
	Iteration 37Q: 3 clusters Score -2826249 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2826266.750000 Penalty: 4989.006836
	Iteration 38Q: 3 clusters Score -2826267 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2826271.500000 Penalty: 4989.006836
	Iteration 39Q: 3 clusters Score -2826272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2826282.000000 Penalty: 4989.006836
	Iteration 40F: 3 clusters Score -2826282 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2826300.500000 Penalty: 4989.006836
	Iteration 41Q: 3 clusters Score -2826300 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2826303.000000 Penalty: 4989.006836
	Iteration 42Q: 3 clusters Score -2826303 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2826298.000000 Penalty: 4989.006836
	Iteration 43Q: 3 clusters Score -2826298 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2826315.000000 Penalty: 4989.006836
	Iteration 44Q: 3 clusters Score -2826315 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2826315.000000 Penalty: 4989.006836
	Iteration 45Q: 3 clusters Score -2826315 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2826333.000000 Penalty: 4989.006836
	Iteration 46Q: 3 clusters Score -2826333 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2826340.500000 Penalty: 4989.006836
	Iteration 47Q: 3 clusters Score -2826340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2826357.250000 Penalty: 4989.006836
	Iteration 48Q: 3 clusters Score -2826357 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2826382.500000 Penalty: 4989.006836
	Iteration 49Q: 3 clusters Score -2826382 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2826392 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2826405 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2826423 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2826433 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2826449 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2826460 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2826467 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2826466 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2826489 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2826493 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2826505 nChanged 62
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Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2826507 nChanged 53
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Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2826518 nChanged 61
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Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2826529 nChanged 44
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Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2826528 nChanged 36
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Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2826532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2826550 nChanged 42
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Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2826560 nChanged 39
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Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2826553 nChanged 41
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Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2826564 nChanged 40
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Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2826567 nChanged 40
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Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2826570 nChanged 49
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Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2826578 nChanged 42
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Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2826585 nChanged 39
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Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 4972 members 
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Mstep: Class 1 contains 18412 members 
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Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2826614 nChanged 34
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Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2826619 nChanged 33
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Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2826631 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2826642 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2826644 nChanged 25
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Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18624 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 4633 members 
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Mstep: Class 1 contains 18745 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18821 members 
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Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18876 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18901 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18924 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2826686 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18956 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2826691 nChanged 29
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Mstep: Class 1 contains 18985 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2826694 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2826693 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19051 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2826696 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2826703 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2826704 nChanged 38
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Mstep: Class 1 contains 19154 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2826709 nChanged 34
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Mstep: Class 1 contains 19188 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2826727 nChanged 42
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Mstep: Class 1 contains 19230 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2826735 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19282 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2826746 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2826760 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19380 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2826764 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19482 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2826804 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19533 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2826810 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19582 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2826820 nChanged 43
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Mstep: Class 1 contains 19625 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2826831 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19660 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2826830 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2826842 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2826840 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19734 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2826848 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2826850 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2826864 nChanged 24
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Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2826866 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2826864 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2826865 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19869 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2826860 nChanged 13
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Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2826868 nChanged 14
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Mstep: Class 1 contains 19896 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2826873 nChanged 14
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Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 3443 members 
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	Iteration 127Q: 3 clusters Score -2826872 nChanged 10
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Mstep: Class 1 contains 19920 members 
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	Iteration 128Q: 3 clusters Score -2826874 nChanged 4
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Mstep: Class 1 contains 19924 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2826879 nChanged 11
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Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2826880 nChanged 15
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Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2826892 nChanged 17
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Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2826890 nChanged 19
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	Iteration 133Q: 3 clusters Score -2826895 nChanged 20
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Mstep: Class 1 contains 20006 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2826900 nChanged 17
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Mstep: Class 1 contains 20021 members 
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	Iteration 135Q: 3 clusters Score -2826900 nChanged 11
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Mstep: Class 1 contains 20030 members 
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	Iteration 136Q: 3 clusters Score -2826901 nChanged 11
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	Iteration 137Q: 3 clusters Score -2826895 nChanged 5
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Mstep: Class 1 contains 20046 members 
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	Iteration 138Q: 3 clusters Score -2826901 nChanged 4
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	Iteration 139Q: 3 clusters Score -2826895 nChanged 3
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	Iteration 140F: 3 clusters Score -2826897 nChanged 3
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	Iteration 141Q: 3 clusters Score -2826891 nChanged 3
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Entering Unmasked Estep 
Score: -2826895.250000 Penalty: 4989.006836
	Iteration 142Q: 3 clusters Score -2826895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2826895.750000 Penalty: 4989.006836
	Iteration 143Q: 3 clusters Score -2826896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2826895.250000 Penalty: 4989.006836
	Iteration 144Q: 3 clusters Score -2826895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2826897.000000 Penalty: 4989.006836
	Iteration 145Q: 3 clusters Score -2826897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2826897.000000 Penalty: 4989.006836
	Iteration 146F: 3 clusters Score -2826897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Entering Unmasked Estep 
Score: -1692086.625000 Penalty: 2356.912842
	Iteration 0F: 2 clusters Score -1692087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1682254.500000 Penalty: 4713.825684
	Iteration 0F: 3 clusters Score -1682254 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1685420.250000 Penalty: 4713.825684
	Iteration 1F: 3 clusters Score -1685420 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1685874.250000 Penalty: 4713.825684
	Iteration 2F: 3 clusters Score -1685874 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1686321.875000 Penalty: 4713.825684
	Iteration 3F: 3 clusters Score -1686322 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1686902.375000 Penalty: 4713.825684
	Iteration 4F: 3 clusters Score -1686902 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1687583.500000 Penalty: 4713.825684
	Iteration 5F: 3 clusters Score -1687584 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1688353.500000 Penalty: 4713.825684
	Iteration 6F: 3 clusters Score -1688354 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1688945.750000 Penalty: 4713.825684
	Iteration 7F: 3 clusters Score -1688946 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1689339.125000 Penalty: 4713.825684
	Iteration 8Q: 3 clusters Score -1689339 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1689578.125000 Penalty: 4713.825684
	Iteration 9Q: 3 clusters Score -1689578 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1689742.750000 Penalty: 4713.825684
	Iteration 10Q: 3 clusters Score -1689743 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1689845.125000 Penalty: 4713.825684
	Iteration 11Q: 3 clusters Score -1689845 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1689917.375000 Penalty: 4713.825684
	Iteration 12Q: 3 clusters Score -1689917 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1689964.875000 Penalty: 4713.825684
	Iteration 13Q: 3 clusters Score -1689965 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1689990.250000 Penalty: 4713.825684
	Iteration 14Q: 3 clusters Score -1689990 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1690012.500000 Penalty: 4713.825684
	Iteration 15Q: 3 clusters Score -1690012 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1690037.875000 Penalty: 4713.825684
	Iteration 16Q: 3 clusters Score -1690038 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1690043.750000 Penalty: 4713.825684
	Iteration 17Q: 3 clusters Score -1690044 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1690050.000000 Penalty: 4713.825684
	Iteration 18Q: 3 clusters Score -1690050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1690058.875000 Penalty: 4713.825684
	Iteration 19Q: 3 clusters Score -1690059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1690060.250000 Penalty: 4713.825684
	Iteration 20F: 3 clusters Score -1690060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1690071.125000 Penalty: 4713.825684
	Iteration 21Q: 3 clusters Score -1690071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1690067.750000 Penalty: 4713.825684
	Iteration 22Q: 3 clusters Score -1690068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1690068.250000 Penalty: 4713.825684
	Iteration 23Q: 3 clusters Score -1690068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1690071.125000 Penalty: 4713.825684
	Iteration 24Q: 3 clusters Score -1690071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1690075.625000 Penalty: 4713.825684
	Iteration 25Q: 3 clusters Score -1690076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1690075.875000 Penalty: 4713.825684
	Iteration 26Q: 3 clusters Score -1690076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1690075.250000 Penalty: 4713.825684
	Iteration 27Q: 3 clusters Score -1690075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1690081.750000 Penalty: 4713.825684
	Iteration 28Q: 3 clusters Score -1690082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1690081.000000 Penalty: 4713.825684
	Iteration 29Q: 3 clusters Score -1690081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1690081.000000 Penalty: 4713.825684
	Iteration 30Q: 3 clusters Score -1690081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1690081.000000 Penalty: 4713.825684
	Iteration 31F: 3 clusters Score -1690081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Entering Unmasked Estep 
Score: -3574806.000000 Penalty: 2538.844971
	Iteration 0F: 2 clusters Score -3574806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3555506.750000 Penalty: 5077.689941
	Iteration 0F: 3 clusters Score -3555507 nChanged 12604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3562482.500000 Penalty: 5077.689941
	Iteration 1F: 3 clusters Score -3562482 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3563311.250000 Penalty: 5077.689941
	Iteration 2F: 3 clusters Score -3563311 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3564303.500000 Penalty: 5077.689941
	Iteration 3F: 3 clusters Score -3564304 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3565477.750000 Penalty: 5077.689941
	Iteration 4F: 3 clusters Score -3565478 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3566736.750000 Penalty: 5077.689941
	Iteration 5F: 3 clusters Score -3566737 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3568043.000000 Penalty: 5077.689941
	Iteration 6F: 3 clusters Score -3568043 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3569440.250000 Penalty: 5077.689941
	Iteration 7F: 3 clusters Score -3569440 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3570792.500000 Penalty: 5077.689941
	Iteration 8F: 3 clusters Score -3570792 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -3571993.500000 Penalty: 5077.689941
	Iteration 9F: 3 clusters Score -3571994 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3572954.750000 Penalty: 5077.689941
	Iteration 10Q: 3 clusters Score -3572955 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -3573675.750000 Penalty: 5077.689941
	Iteration 11Q: 3 clusters Score -3573676 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -3574299.250000 Penalty: 5077.689941
	Iteration 12Q: 3 clusters Score -3574299 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3574783.250000 Penalty: 5077.689941
	Iteration 13Q: 3 clusters Score -3574783 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3575079.250000 Penalty: 5077.689941
	Iteration 14Q: 3 clusters Score -3575079 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -3575251.500000 Penalty: 5077.689941
	Iteration 15Q: 3 clusters Score -3575252 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3575397.750000 Penalty: 5077.689941
	Iteration 16Q: 3 clusters Score -3575398 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3575498.000000 Penalty: 5077.689941
	Iteration 17Q: 3 clusters Score -3575498 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -3575578.000000 Penalty: 5077.689941
	Iteration 18Q: 3 clusters Score -3575578 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -3575656.500000 Penalty: 5077.689941
	Iteration 19Q: 3 clusters Score -3575656 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -3575705.750000 Penalty: 5077.689941
	Iteration 20F: 3 clusters Score -3575706 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -3575753.750000 Penalty: 5077.689941
	Iteration 21Q: 3 clusters Score -3575754 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3575785.750000 Penalty: 5077.689941
	Iteration 22Q: 3 clusters Score -3575786 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3575798.750000 Penalty: 5077.689941
	Iteration 23Q: 3 clusters Score -3575799 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3575817.250000 Penalty: 5077.689941
	Iteration 24Q: 3 clusters Score -3575817 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -3575835.250000 Penalty: 5077.689941
	Iteration 25Q: 3 clusters Score -3575835 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3575848.000000 Penalty: 5077.689941
	Iteration 26Q: 3 clusters Score -3575848 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -3575864.000000 Penalty: 5077.689941
	Iteration 27Q: 3 clusters Score -3575864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -3575857.750000 Penalty: 5077.689941
	Iteration 28Q: 3 clusters Score -3575858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -3575857.500000 Penalty: 5077.689941
	Iteration 29Q: 3 clusters Score -3575858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3575866.000000 Penalty: 5077.689941
	Iteration 30Q: 3 clusters Score -3575866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -3575869.000000 Penalty: 5077.689941
	Iteration 31Q: 3 clusters Score -3575869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3575867.000000 Penalty: 5077.689941
	Iteration 32Q: 3 clusters Score -3575867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -3575864.500000 Penalty: 5077.689941
	Iteration 33Q: 3 clusters Score -3575864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3575876.500000 Penalty: 5077.689941
	Iteration 34Q: 3 clusters Score -3575876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -3575868.750000 Penalty: 5077.689941
	Iteration 35Q: 3 clusters Score -3575869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -3575885.500000 Penalty: 5077.689941
	Iteration 36Q: 3 clusters Score -3575886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3575886.250000 Penalty: 5077.689941
	Iteration 37Q: 3 clusters Score -3575886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -3575885.500000 Penalty: 5077.689941
	Iteration 38Q: 3 clusters Score -3575886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -3575878.250000 Penalty: 5077.689941
	Iteration 39Q: 3 clusters Score -3575878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3575891.000000 Penalty: 5077.689941
	Iteration 40F: 3 clusters Score -3575891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -3575892.750000 Penalty: 5077.689941
	Iteration 41Q: 3 clusters Score -3575893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -3575887.000000 Penalty: 5077.689941
	Iteration 42Q: 3 clusters Score -3575887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3575892.000000 Penalty: 5077.689941
	Iteration 43Q: 3 clusters Score -3575892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -3575891.250000 Penalty: 5077.689941
	Iteration 44Q: 3 clusters Score -3575891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -3575897.500000 Penalty: 5077.689941
	Iteration 45Q: 3 clusters Score -3575898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -3575892.250000 Penalty: 5077.689941
	Iteration 46Q: 3 clusters Score -3575892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -3575895.500000 Penalty: 5077.689941
	Iteration 47Q: 3 clusters Score -3575896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3575895.500000 Penalty: 5077.689941
	Iteration 48Q: 3 clusters Score -3575896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -3575900.750000 Penalty: 5077.689941
	Iteration 49Q: 3 clusters Score -3575901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -3575900.750000 Penalty: 5077.689941
	Iteration 50F: 3 clusters Score -3575901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 102270 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10608 members 
Mstep: Class 6 contains 28249 members 
Mstep: Class 7 contains 8706 members 
Mstep: Class 8 contains 49023 members 
Mstep: Class 9 contains 369 members 
Mstep: Class 10 contains 23353 members 
Mstep: Class 11 contains 13409 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 17203 members 
Mstep: Class 14 contains 186704 members 
Mstep: Class 15 contains 18163 members 
Mstep: Class 16 contains 15083 members 
Mstep: Class 17 contains 88338 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96896 members 
Mstep: Class 20 contains 70695 members 
Mstep: Class 21 contains 38282 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11694 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 46538 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 93113 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 19488 members 
Mstep: Class 30 contains 21004 members 
Mstep: Class 31 contains 170648 members 
Mstep: Class 32 contains 1107 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 20888 members 
Entering Unmasked Estep 
Score: -150909744.000000 Penalty: 118122.671875
Splitting cluster 12 changes total score from -150907456.000000 to -150909744.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 13 (17203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Entering Unmasked Estep 
Score: -2090446.875000 Penalty: 2418.704102
	Iteration 0F: 2 clusters Score -2090447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2078224.750000 Penalty: 4837.408203
	Iteration 0F: 3 clusters Score -2078225 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2082390.750000 Penalty: 4837.408203
	Iteration 1F: 3 clusters Score -2082391 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2083003.750000 Penalty: 4837.408203
	Iteration 2F: 3 clusters Score -2083004 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2083559.000000 Penalty: 4837.408203
	Iteration 3F: 3 clusters Score -2083559 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2084084.000000 Penalty: 4837.408203
	Iteration 4F: 3 clusters Score -2084084 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2084655.875000 Penalty: 4837.408203
	Iteration 5F: 3 clusters Score -2084656 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2085378.875000 Penalty: 4837.408203
	Iteration 6F: 3 clusters Score -2085379 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2086351.375000 Penalty: 4837.408203
	Iteration 7F: 3 clusters Score -2086351 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2087222.375000 Penalty: 4837.408203
	Iteration 8F: 3 clusters Score -2087222 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2087913.000000 Penalty: 4837.408203
	Iteration 9F: 3 clusters Score -2087913 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2088410.625000 Penalty: 4837.408203
	Iteration 10Q: 3 clusters Score -2088411 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2088720.625000 Penalty: 4837.408203
	Iteration 11Q: 3 clusters Score -2088721 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2088928.000000 Penalty: 4837.408203
	Iteration 12Q: 3 clusters Score -2088928 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2089078.500000 Penalty: 4837.408203
	Iteration 13Q: 3 clusters Score -2089078 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2089215.250000 Penalty: 4837.408203
	Iteration 14Q: 3 clusters Score -2089215 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2089320.500000 Penalty: 4837.408203
	Iteration 15Q: 3 clusters Score -2089320 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2089411.125000 Penalty: 4837.408203
	Iteration 16Q: 3 clusters Score -2089411 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2089482.125000 Penalty: 4837.408203
	Iteration 17Q: 3 clusters Score -2089482 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2089547.625000 Penalty: 4837.408203
	Iteration 18Q: 3 clusters Score -2089548 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2089577.000000 Penalty: 4837.408203
	Iteration 19Q: 3 clusters Score -2089577 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2089606.250000 Penalty: 4837.408203
	Iteration 20F: 3 clusters Score -2089606 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2089630.750000 Penalty: 4837.408203
	Iteration 21Q: 3 clusters Score -2089631 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2089643.750000 Penalty: 4837.408203
	Iteration 22Q: 3 clusters Score -2089644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2089650.250000 Penalty: 4837.408203
	Iteration 23Q: 3 clusters Score -2089650 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2089662.875000 Penalty: 4837.408203
	Iteration 24Q: 3 clusters Score -2089663 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2089671.875000 Penalty: 4837.408203
	Iteration 25Q: 3 clusters Score -2089672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2089678.250000 Penalty: 4837.408203
	Iteration 26Q: 3 clusters Score -2089678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2089693.000000 Penalty: 4837.408203
	Iteration 27Q: 3 clusters Score -2089693 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2089700.250000 Penalty: 4837.408203
	Iteration 28Q: 3 clusters Score -2089700 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2089705.000000 Penalty: 4837.408203
	Iteration 29Q: 3 clusters Score -2089705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2089713.375000 Penalty: 4837.408203
	Iteration 30Q: 3 clusters Score -2089713 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2089718.125000 Penalty: 4837.408203
	Iteration 31Q: 3 clusters Score -2089718 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2089721.625000 Penalty: 4837.408203
	Iteration 32Q: 3 clusters Score -2089722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2089727.375000 Penalty: 4837.408203
	Iteration 33Q: 3 clusters Score -2089727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2089731.750000 Penalty: 4837.408203
	Iteration 34Q: 3 clusters Score -2089732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2089732.250000 Penalty: 4837.408203
	Iteration 35Q: 3 clusters Score -2089732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2089740.625000 Penalty: 4837.408203
	Iteration 36Q: 3 clusters Score -2089741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2089739.375000 Penalty: 4837.408203
	Iteration 37Q: 3 clusters Score -2089739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2089738.250000 Penalty: 4837.408203
	Iteration 38Q: 3 clusters Score -2089738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2089750.000000 Penalty: 4837.408203
	Iteration 39Q: 3 clusters Score -2089750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2089749.750000 Penalty: 4837.408203
	Iteration 40F: 3 clusters Score -2089750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2089752.000000 Penalty: 4837.408203
	Iteration 41Q: 3 clusters Score -2089752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2089748.375000 Penalty: 4837.408203
	Iteration 42Q: 3 clusters Score -2089748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2089749.750000 Penalty: 4837.408203
	Iteration 43Q: 3 clusters Score -2089750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2089752.875000 Penalty: 4837.408203
	Iteration 44Q: 3 clusters Score -2089753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2089752.250000 Penalty: 4837.408203
	Iteration 45Q: 3 clusters Score -2089752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2089751.875000 Penalty: 4837.408203
	Iteration 46Q: 3 clusters Score -2089752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2089749.000000 Penalty: 4837.408203
	Iteration 47Q: 3 clusters Score -2089749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2089751.125000 Penalty: 4837.408203
	Iteration 48Q: 3 clusters Score -2089751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2089753.250000 Penalty: 4837.408203
	Iteration 49Q: 3 clusters Score -2089753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2089748.875000 Penalty: 4837.408203
	Iteration 50Q: 3 clusters Score -2089749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2089749.000000 Penalty: 4837.408203
	Iteration 51Q: 3 clusters Score -2089749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2089749.375000 Penalty: 4837.408203
	Iteration 52Q: 3 clusters Score -2089749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2089751.500000 Penalty: 4837.408203
	Iteration 53Q: 3 clusters Score -2089752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2089752.875000 Penalty: 4837.408203
	Iteration 54Q: 3 clusters Score -2089753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2089753.625000 Penalty: 4837.408203
	Iteration 55Q: 3 clusters Score -2089754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2089752.000000 Penalty: 4837.408203
	Iteration 56Q: 3 clusters Score -2089752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2089754.875000 Penalty: 4837.408203
	Iteration 57Q: 3 clusters Score -2089755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2089753.500000 Penalty: 4837.408203
	Iteration 58Q: 3 clusters Score -2089754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2089752.375000 Penalty: 4837.408203
	Iteration 59Q: 3 clusters Score -2089752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2089749.500000 Penalty: 4837.408203
	Iteration 60F: 3 clusters Score -2089750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2089751.000000 Penalty: 4837.408203
	Iteration 61Q: 3 clusters Score -2089751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2089751.000000 Penalty: 4837.408203
	Iteration 62Q: 3 clusters Score -2089751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2089751.000000 Penalty: 4837.408203
	Iteration 63F: 3 clusters Score -2089751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (186704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186704 members 
Entering Unmasked Estep 
Score: -23907782.000000 Penalty: 3010.045410
	Iteration 0F: 2 clusters Score -2.390778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93767 members 
Mstep: Class 2 contains 92937 members 
Entering Unmasked Estep 
Score: -23783890.000000 Penalty: 6020.090820
	Iteration 0F: 3 clusters Score -2.378389e+07 nChanged 89625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97918 members 
Mstep: Class 2 contains 88786 members 
Entering Unmasked Estep 
Score: -23836322.000000 Penalty: 6020.090820
	Iteration 1F: 3 clusters Score -2.383632e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100420 members 
Mstep: Class 2 contains 86284 members 
Entering Unmasked Estep 
Score: -23837718.000000 Penalty: 6020.090820
	Iteration 2Q: 3 clusters Score -2.383772e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104398 members 
Mstep: Class 2 contains 82306 members 
Entering Unmasked Estep 
Score: -23840024.000000 Penalty: 6020.090820
	Iteration 3Q: 3 clusters Score -2.384002e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110511 members 
Mstep: Class 2 contains 76193 members 
Entering Unmasked Estep 
Score: -23843394.000000 Penalty: 6020.090820
	Iteration 4Q: 3 clusters Score -2.384339e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119535 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -23849310.000000 Penalty: 6020.090820
	Iteration 5F: 3 clusters Score -2.384931e+07 nChanged 12621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131774 members 
Mstep: Class 2 contains 54930 members 
Entering Unmasked Estep 
Score: -23858196.000000 Penalty: 6020.090820
	Iteration 6F: 3 clusters Score -2.38582e+07 nChanged 14917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146595 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -23870466.000000 Penalty: 6020.090820
	Iteration 7F: 3 clusters Score -2.387047e+07 nChanged 15350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161935 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -23884386.000000 Penalty: 6020.090820
	Iteration 8F: 3 clusters Score -2.388439e+07 nChanged 12147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174042 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -23895600.000000 Penalty: 6020.090820
	Iteration 9F: 3 clusters Score -2.38956e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181177 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -23902300.000000 Penalty: 6020.090820
	Iteration 10Q: 3 clusters Score -2.39023e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184081 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -23905418.000000 Penalty: 6020.090820
	Iteration 11Q: 3 clusters Score -2.390542e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184956 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -23907868.000000 Penalty: 6020.090820
	Iteration 12Q: 3 clusters Score -2.390787e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184643 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -23912220.000000 Penalty: 6020.090820
	Iteration 13Q: 3 clusters Score -2.391222e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183557 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -23914860.000000 Penalty: 6020.090820
	Iteration 14Q: 3 clusters Score -2.391486e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182853 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -23915736.000000 Penalty: 6020.090820
	Iteration 15Q: 3 clusters Score -2.391574e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182430 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -23916186.000000 Penalty: 6020.090820
	Iteration 16Q: 3 clusters Score -2.391619e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182180 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -23916398.000000 Penalty: 6020.090820
	Iteration 17Q: 3 clusters Score -2.39164e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182010 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -23916466.000000 Penalty: 6020.090820
	Iteration 18Q: 3 clusters Score -2.391647e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181913 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -23916498.000000 Penalty: 6020.090820
	Iteration 19Q: 3 clusters Score -2.39165e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181861 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -23918278.000000 Penalty: 6020.090820
	Iteration 20F: 3 clusters Score -2.391828e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181112 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -23919118.000000 Penalty: 6020.090820
	Iteration 21Q: 3 clusters Score -2.391912e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180710 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -23919364.000000 Penalty: 6020.090820
	Iteration 22Q: 3 clusters Score -2.391936e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180432 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -23919530.000000 Penalty: 6020.090820
	Iteration 23Q: 3 clusters Score -2.391953e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180241 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -23919626.000000 Penalty: 6020.090820
	Iteration 24Q: 3 clusters Score -2.391963e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180101 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -23919612.000000 Penalty: 6020.090820
	Iteration 25Q: 3 clusters Score -2.391961e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179997 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -23919686.000000 Penalty: 6020.090820
	Iteration 26Q: 3 clusters Score -2.391969e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179908 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -23919704.000000 Penalty: 6020.090820
	Iteration 27Q: 3 clusters Score -2.39197e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179825 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -23919696.000000 Penalty: 6020.090820
	Iteration 28Q: 3 clusters Score -2.39197e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179774 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -23919674.000000 Penalty: 6020.090820
	Iteration 29Q: 3 clusters Score -2.391967e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179729 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -23919702.000000 Penalty: 6020.090820
	Iteration 30Q: 3 clusters Score -2.39197e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179705 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -23919716.000000 Penalty: 6020.090820
	Iteration 31Q: 3 clusters Score -2.391972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179693 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -23919706.000000 Penalty: 6020.090820
	Iteration 32Q: 3 clusters Score -2.391971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179686 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -23919710.000000 Penalty: 6020.090820
	Iteration 33Q: 3 clusters Score -2.391971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179679 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -23919710.000000 Penalty: 6020.090820
	Iteration 34Q: 3 clusters Score -2.391971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179676 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -23919702.000000 Penalty: 6020.090820
	Iteration 35Q: 3 clusters Score -2.39197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179673 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -23919700.000000 Penalty: 6020.090820
	Iteration 36Q: 3 clusters Score -2.39197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179671 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -23919712.000000 Penalty: 6020.090820
	Iteration 37Q: 3 clusters Score -2.391971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179670 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -23919712.000000 Penalty: 6020.090820
	Iteration 38Q: 3 clusters Score -2.391971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179670 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -23919712.000000 Penalty: 6020.090820
	Iteration 39F: 3 clusters Score -2.391971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 102270 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10608 members 
Mstep: Class 6 contains 28249 members 
Mstep: Class 7 contains 8706 members 
Mstep: Class 8 contains 49023 members 
Mstep: Class 9 contains 369 members 
Mstep: Class 10 contains 23353 members 
Mstep: Class 11 contains 13409 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 17203 members 
Mstep: Class 14 contains 179670 members 
Mstep: Class 15 contains 18163 members 
Mstep: Class 16 contains 15083 members 
Mstep: Class 17 contains 88338 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96896 members 
Mstep: Class 20 contains 70695 members 
Mstep: Class 21 contains 38282 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11694 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 46538 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 93113 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 19488 members 
Mstep: Class 30 contains 21004 members 
Mstep: Class 31 contains 170648 members 
Mstep: Class 32 contains 1107 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 20888 members 
Mstep: Class 35 contains 7034 members 
Entering Unmasked Estep 
Score: -150919584.000000 Penalty: 121596.867188
Splitting cluster 14 changes total score from -150907456.000000 to -150919584.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 15 (18163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Entering Unmasked Estep 
Score: -2244901.750000 Penalty: 2432.171387
	Iteration 0F: 2 clusters Score -2244902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2232010.750000 Penalty: 4864.342773
	Iteration 0F: 3 clusters Score -2232011 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2236785.750000 Penalty: 4864.342773
	Iteration 1F: 3 clusters Score -2236786 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2237890.750000 Penalty: 4864.342773
	Iteration 2F: 3 clusters Score -2237891 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2239240.000000 Penalty: 4864.342773
	Iteration 3F: 3 clusters Score -2239240 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2240487.500000 Penalty: 4864.342773
	Iteration 4F: 3 clusters Score -2240488 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2241325.000000 Penalty: 4864.342773
	Iteration 5F: 3 clusters Score -2241325 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2241916.000000 Penalty: 4864.342773
	Iteration 6F: 3 clusters Score -2241916 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2242302.500000 Penalty: 4864.342773
	Iteration 7Q: 3 clusters Score -2242302 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2242645.750000 Penalty: 4864.342773
	Iteration 8Q: 3 clusters Score -2242646 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2242971.000000 Penalty: 4864.342773
	Iteration 9Q: 3 clusters Score -2242971 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2243392.750000 Penalty: 4864.342773
	Iteration 10Q: 3 clusters Score -2243393 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2243896.250000 Penalty: 4864.342773
	Iteration 11Q: 3 clusters Score -2243896 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2244419.000000 Penalty: 4864.342773
	Iteration 12Q: 3 clusters Score -2244419 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2244924.000000 Penalty: 4864.342773
	Iteration 13Q: 3 clusters Score -2244924 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2245297.250000 Penalty: 4864.342773
	Iteration 14Q: 3 clusters Score -2245297 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2245536.000000 Penalty: 4864.342773
	Iteration 15Q: 3 clusters Score -2245536 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2245665.000000 Penalty: 4864.342773
	Iteration 16Q: 3 clusters Score -2245665 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2245750.000000 Penalty: 4864.342773
	Iteration 17Q: 3 clusters Score -2245750 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2245819.000000 Penalty: 4864.342773
	Iteration 18Q: 3 clusters Score -2245819 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2245892.000000 Penalty: 4864.342773
	Iteration 19Q: 3 clusters Score -2245892 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2245994.750000 Penalty: 4864.342773
	Iteration 20F: 3 clusters Score -2245995 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2246163.250000 Penalty: 4864.342773
	Iteration 21Q: 3 clusters Score -2246163 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2246376.500000 Penalty: 4864.342773
	Iteration 22Q: 3 clusters Score -2246376 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2246619.250000 Penalty: 4864.342773
	Iteration 23Q: 3 clusters Score -2246619 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2246786.250000 Penalty: 4864.342773
	Iteration 24Q: 3 clusters Score -2246786 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2246873.750000 Penalty: 4864.342773
	Iteration 25Q: 3 clusters Score -2246874 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2246913.250000 Penalty: 4864.342773
	Iteration 26Q: 3 clusters Score -2246913 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2246920.500000 Penalty: 4864.342773
	Iteration 27Q: 3 clusters Score -2246920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2246922.500000 Penalty: 4864.342773
	Iteration 28Q: 3 clusters Score -2246922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2246928.000000 Penalty: 4864.342773
	Iteration 29Q: 3 clusters Score -2246928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2246931.000000 Penalty: 4864.342773
	Iteration 30Q: 3 clusters Score -2246931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2246928.750000 Penalty: 4864.342773
	Iteration 31Q: 3 clusters Score -2246929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2246926.750000 Penalty: 4864.342773
	Iteration 32Q: 3 clusters Score -2246927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2246926.750000 Penalty: 4864.342773
	Iteration 33Q: 3 clusters Score -2246927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2246926.750000 Penalty: 4864.342773
	Iteration 34F: 3 clusters Score -2246927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 102270 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10608 members 
Mstep: Class 6 contains 28249 members 
Mstep: Class 7 contains 8706 members 
Mstep: Class 8 contains 49023 members 
Mstep: Class 9 contains 369 members 
Mstep: Class 10 contains 23353 members 
Mstep: Class 11 contains 13409 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 17203 members 
Mstep: Class 14 contains 179670 members 
Mstep: Class 15 contains 9660 members 
Mstep: Class 16 contains 15083 members 
Mstep: Class 17 contains 88338 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96896 members 
Mstep: Class 20 contains 70695 members 
Mstep: Class 21 contains 38282 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11694 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 46538 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 93113 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 19488 members 
Mstep: Class 30 contains 21004 members 
Mstep: Class 31 contains 170648 members 
Mstep: Class 32 contains 1107 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 20888 members 
Mstep: Class 35 contains 7034 members 
Mstep: Class 36 contains 8503 members 
Entering Unmasked Estep 
Score: -150920592.000000 Penalty: 125071.062500
Splitting cluster 15 changes total score from -150907456.000000 to -150920592.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 16 (15083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Entering Unmasked Estep 
Score: -1973025.250000 Penalty: 2386.088135
	Iteration 0F: 2 clusters Score -1973025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1962052.375000 Penalty: 4772.176270
	Iteration 0F: 3 clusters Score -1962052 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1965490.625000 Penalty: 4772.176270
	Iteration 1F: 3 clusters Score -1965491 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1965838.875000 Penalty: 4772.176270
	Iteration 2F: 3 clusters Score -1965839 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1966108.000000 Penalty: 4772.176270
	Iteration 3Q: 3 clusters Score -1966108 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1966370.500000 Penalty: 4772.176270
	Iteration 4Q: 3 clusters Score -1966370 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1966681.125000 Penalty: 4772.176270
	Iteration 5Q: 3 clusters Score -1966681 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1967013.500000 Penalty: 4772.176270
	Iteration 6Q: 3 clusters Score -1967014 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1967489.500000 Penalty: 4772.176270
	Iteration 7Q: 3 clusters Score -1967490 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1968149.250000 Penalty: 4772.176270
	Iteration 8F: 3 clusters Score -1968149 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1968934.875000 Penalty: 4772.176270
	Iteration 9F: 3 clusters Score -1968935 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1969614.625000 Penalty: 4772.176270
	Iteration 10F: 3 clusters Score -1969615 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1970063.500000 Penalty: 4772.176270
	Iteration 11Q: 3 clusters Score -1970064 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1970356.875000 Penalty: 4772.176270
	Iteration 12Q: 3 clusters Score -1970357 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1970538.375000 Penalty: 4772.176270
	Iteration 13Q: 3 clusters Score -1970538 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1970656.875000 Penalty: 4772.176270
	Iteration 14Q: 3 clusters Score -1970657 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1970742.250000 Penalty: 4772.176270
	Iteration 15Q: 3 clusters Score -1970742 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1970822.500000 Penalty: 4772.176270
	Iteration 16Q: 3 clusters Score -1970822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1970873.750000 Penalty: 4772.176270
	Iteration 17Q: 3 clusters Score -1970874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1970909.875000 Penalty: 4772.176270
	Iteration 18Q: 3 clusters Score -1970910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1970933.500000 Penalty: 4772.176270
	Iteration 19Q: 3 clusters Score -1970934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1970957.625000 Penalty: 4772.176270
	Iteration 20F: 3 clusters Score -1970958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1970975.125000 Penalty: 4772.176270
	Iteration 21Q: 3 clusters Score -1970975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1970987.375000 Penalty: 4772.176270
	Iteration 22Q: 3 clusters Score -1970987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1970997.375000 Penalty: 4772.176270
	Iteration 23Q: 3 clusters Score -1970997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1971003.125000 Penalty: 4772.176270
	Iteration 24Q: 3 clusters Score -1971003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1971006.375000 Penalty: 4772.176270
	Iteration 25Q: 3 clusters Score -1971006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1971007.375000 Penalty: 4772.176270
	Iteration 26Q: 3 clusters Score -1971007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1971011.125000 Penalty: 4772.176270
	Iteration 27Q: 3 clusters Score -1971011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1971012.375000 Penalty: 4772.176270
	Iteration 28Q: 3 clusters Score -1971012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1971013.875000 Penalty: 4772.176270
	Iteration 29Q: 3 clusters Score -1971014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1971013.875000 Penalty: 4772.176270
	Iteration 30F: 3 clusters Score -1971014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88338 members 
Entering Unmasked Estep 
Score: -11462298.000000 Penalty: 2824.453613
	Iteration 0F: 2 clusters Score -1.14623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -11403240.000000 Penalty: 5648.907227
	Iteration 0F: 3 clusters Score -1.140324e+07 nChanged 41550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -11426940.000000 Penalty: 5648.907227
	Iteration 1F: 3 clusters Score -1.142694e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -11427756.000000 Penalty: 5648.907227
	Iteration 2Q: 3 clusters Score -1.142776e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -11428726.000000 Penalty: 5648.907227
	Iteration 3Q: 3 clusters Score -1.142873e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -11430108.000000 Penalty: 5648.907227
	Iteration 4Q: 3 clusters Score -1.143011e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -11432498.000000 Penalty: 5648.907227
	Iteration 5F: 3 clusters Score -1.14325e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -11436440.000000 Penalty: 5648.907227
	Iteration 6F: 3 clusters Score -1.143644e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 69416 members 
Entering Unmasked Estep 
Score: -11442003.000000 Penalty: 5648.907227
	Iteration 7F: 3 clusters Score -1.1442e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 76271 members 
Entering Unmasked Estep 
Score: -11448248.000000 Penalty: 5648.907227
	Iteration 8F: 3 clusters Score -1.144825e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 81936 members 
Entering Unmasked Estep 
Score: -11453649.000000 Penalty: 5648.907227
	Iteration 9F: 3 clusters Score -1.145365e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 85530 members 
Entering Unmasked Estep 
Score: -11457213.000000 Penalty: 5648.907227
	Iteration 10Q: 3 clusters Score -1.145721e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 87158 members 
Entering Unmasked Estep 
Score: -11458756.000000 Penalty: 5648.907227
	Iteration 11Q: 3 clusters Score -1.145876e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 87737 members 
Entering Unmasked Estep 
Score: -11459300.000000 Penalty: 5648.907227
	Iteration 12Q: 3 clusters Score -1.14593e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -11459528.000000 Penalty: 5648.907227
	Iteration 13Q: 3 clusters Score -1.145953e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 87988 members 
Entering Unmasked Estep 
Score: -11459629.000000 Penalty: 5648.907227
	Iteration 14Q: 3 clusters Score -1.145963e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 88013 members 
Entering Unmasked Estep 
Score: -11459676.000000 Penalty: 5648.907227
	Iteration 15Q: 3 clusters Score -1.145968e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 88031 members 
Entering Unmasked Estep 
Score: -11459719.000000 Penalty: 5648.907227
	Iteration 16Q: 3 clusters Score -1.145972e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 88045 members 
Entering Unmasked Estep 
Score: -11459737.000000 Penalty: 5648.907227
	Iteration 17Q: 3 clusters Score -1.145974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 88047 members 
Entering Unmasked Estep 
Score: -11459743.000000 Penalty: 5648.907227
	Iteration 18Q: 3 clusters Score -1.145974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 88054 members 
Entering Unmasked Estep 
Score: -11459767.000000 Penalty: 5648.907227
	Iteration 19Q: 3 clusters Score -1.145977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 88059 members 
Entering Unmasked Estep 
Score: -11459769.000000 Penalty: 5648.907227
	Iteration 20F: 3 clusters Score -1.145977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 88062 members 
Entering Unmasked Estep 
Score: -11459787.000000 Penalty: 5648.907227
	Iteration 21Q: 3 clusters Score -1.145979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 88066 members 
Entering Unmasked Estep 
Score: -11459783.000000 Penalty: 5648.907227
	Iteration 22Q: 3 clusters Score -1.145978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 88068 members 
Entering Unmasked Estep 
Score: -11459788.000000 Penalty: 5648.907227
	Iteration 23Q: 3 clusters Score -1.145979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 88068 members 
Entering Unmasked Estep 
Score: -11459790.000000 Penalty: 5648.907227
	Iteration 24Q: 3 clusters Score -1.145979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -11459795.000000 Penalty: 5648.907227
	Iteration 25Q: 3 clusters Score -1.14598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 88071 members 
Entering Unmasked Estep 
Score: -11459796.000000 Penalty: 5648.907227
	Iteration 26Q: 3 clusters Score -1.14598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -11459803.000000 Penalty: 5648.907227
	Iteration 27Q: 3 clusters Score -1.14598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 88074 members 
Entering Unmasked Estep 
Score: -11459799.000000 Penalty: 5648.907227
	Iteration 28Q: 3 clusters Score -1.14598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 88077 members 
Entering Unmasked Estep 
Score: -11459806.000000 Penalty: 5648.907227
	Iteration 29Q: 3 clusters Score -1.145981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 88080 members 
Entering Unmasked Estep 
Score: -11459805.000000 Penalty: 5648.907227
	Iteration 30Q: 3 clusters Score -1.14598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 88079 members 
Entering Unmasked Estep 
Score: -11459807.000000 Penalty: 5648.907227
	Iteration 31Q: 3 clusters Score -1.145981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 88079 members 
Entering Unmasked Estep 
Score: -11459807.000000 Penalty: 5648.907227
	Iteration 32F: 3 clusters Score -1.145981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -356258.437500 Penalty: 1961.280029
	Iteration 0F: 2 clusters Score -356258.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -353131.062500 Penalty: 3922.560059
	Iteration 0F: 3 clusters Score -353131.1 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -353712.312500 Penalty: 3922.560059
	Iteration 1F: 3 clusters Score -353712.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -353838.843750 Penalty: 3922.560059
	Iteration 2F: 3 clusters Score -353838.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -353923.875000 Penalty: 3922.560059
	Iteration 3Q: 3 clusters Score -353923.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -353975.656250 Penalty: 3922.560059
	Iteration 4Q: 3 clusters Score -353975.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -354019.031250 Penalty: 3922.560059
	Iteration 5Q: 3 clusters Score -354019 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -354050.593750 Penalty: 3922.560059
	Iteration 6Q: 3 clusters Score -354050.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -354078.968750 Penalty: 3922.560059
	Iteration 7Q: 3 clusters Score -354079 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -354099.062500 Penalty: 3922.560059
	Iteration 8Q: 3 clusters Score -354099.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -354115.937500 Penalty: 3922.560059
	Iteration 9Q: 3 clusters Score -354115.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -354128.593750 Penalty: 3922.560059
	Iteration 10Q: 3 clusters Score -354128.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -354142.843750 Penalty: 3922.560059
	Iteration 11Q: 3 clusters Score -354142.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -354158.281250 Penalty: 3922.560059
	Iteration 12Q: 3 clusters Score -354158.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -354170.406250 Penalty: 3922.560059
	Iteration 13Q: 3 clusters Score -354170.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -354180.593750 Penalty: 3922.560059
	Iteration 14Q: 3 clusters Score -354180.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -354190.031250 Penalty: 3922.560059
	Iteration 15Q: 3 clusters Score -354190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -354199.343750 Penalty: 3922.560059
	Iteration 16Q: 3 clusters Score -354199.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -354204.343750 Penalty: 3922.560059
	Iteration 17Q: 3 clusters Score -354204.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -354208.687500 Penalty: 3922.560059
	Iteration 18Q: 3 clusters Score -354208.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -354213.843750 Penalty: 3922.560059
	Iteration 19Q: 3 clusters Score -354213.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -354217.343750 Penalty: 3922.560059
	Iteration 20F: 3 clusters Score -354217.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -354220.468750 Penalty: 3922.560059
	Iteration 21Q: 3 clusters Score -354220.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -354221.250000 Penalty: 3922.560059
	Iteration 22Q: 3 clusters Score -354221.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -354221.250000 Penalty: 3922.560059
	Iteration 23F: 3 clusters Score -354221.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (96896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96896 members 
Entering Unmasked Estep 
Score: -12575822.000000 Penalty: 2847.385742
	Iteration 0F: 2 clusters Score -1.257582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -12510853.000000 Penalty: 5694.771484
	Iteration 0F: 3 clusters Score -1.251085e+07 nChanged 45706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -12536846.000000 Penalty: 5694.771484
	Iteration 1F: 3 clusters Score -1.253685e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -12537415.000000 Penalty: 5694.771484
	Iteration 2Q: 3 clusters Score -1.253742e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -12538062.000000 Penalty: 5694.771484
	Iteration 3Q: 3 clusters Score -1.253806e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -12538728.000000 Penalty: 5694.771484
	Iteration 4Q: 3 clusters Score -1.253873e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -12539679.000000 Penalty: 5694.771484
	Iteration 5Q: 3 clusters Score -1.253968e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -12540699.000000 Penalty: 5694.771484
	Iteration 6Q: 3 clusters Score -1.25407e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -12541981.000000 Penalty: 5694.771484
	Iteration 7Q: 3 clusters Score -1.254198e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -12543639.000000 Penalty: 5694.771484
	Iteration 8Q: 3 clusters Score -1.254364e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -12545519.000000 Penalty: 5694.771484
	Iteration 9Q: 3 clusters Score -1.254552e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -12547450.000000 Penalty: 5694.771484
	Iteration 10Q: 3 clusters Score -1.254745e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -12549426.000000 Penalty: 5694.771484
	Iteration 11Q: 3 clusters Score -1.254943e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -12550985.000000 Penalty: 5694.771484
	Iteration 12Q: 3 clusters Score -1.255098e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -12552012.000000 Penalty: 5694.771484
	Iteration 13Q: 3 clusters Score -1.255201e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -12552756.000000 Penalty: 5694.771484
	Iteration 14Q: 3 clusters Score -1.255276e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -12553316.000000 Penalty: 5694.771484
	Iteration 15Q: 3 clusters Score -1.255332e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -12553949.000000 Penalty: 5694.771484
	Iteration 16Q: 3 clusters Score -1.255395e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -12554545.000000 Penalty: 5694.771484
	Iteration 17Q: 3 clusters Score -1.255454e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -12555116.000000 Penalty: 5694.771484
	Iteration 18Q: 3 clusters Score -1.255512e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -12555800.000000 Penalty: 5694.771484
	Iteration 19Q: 3 clusters Score -1.25558e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -12556636.000000 Penalty: 5694.771484
	Iteration 20F: 3 clusters Score -1.255664e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63769 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -12557901.000000 Penalty: 5694.771484
	Iteration 21Q: 3 clusters Score -1.25579e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67521 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -12559324.000000 Penalty: 5694.771484
	Iteration 22Q: 3 clusters Score -1.255932e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71492 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -12560972.000000 Penalty: 5694.771484
	Iteration 23Q: 3 clusters Score -1.256097e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75591 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -12562826.000000 Penalty: 5694.771484
	Iteration 24Q: 3 clusters Score -1.256283e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79595 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -12565013.000000 Penalty: 5694.771484
	Iteration 25Q: 3 clusters Score -1.256501e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -12566876.000000 Penalty: 5694.771484
	Iteration 26Q: 3 clusters Score -1.256688e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86540 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -12568451.000000 Penalty: 5694.771484
	Iteration 27Q: 3 clusters Score -1.256845e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89256 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -12569848.000000 Penalty: 5694.771484
	Iteration 28Q: 3 clusters Score -1.256985e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91312 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -12570903.000000 Penalty: 5694.771484
	Iteration 29Q: 3 clusters Score -1.25709e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92777 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -12571666.000000 Penalty: 5694.771484
	Iteration 30Q: 3 clusters Score -1.257167e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93764 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -12572190.000000 Penalty: 5694.771484
	Iteration 31Q: 3 clusters Score -1.257219e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94422 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -12572509.000000 Penalty: 5694.771484
	Iteration 32Q: 3 clusters Score -1.257251e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -12572809.000000 Penalty: 5694.771484
	Iteration 33Q: 3 clusters Score -1.257281e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95148 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -12572973.000000 Penalty: 5694.771484
	Iteration 34Q: 3 clusters Score -1.257297e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -12573081.000000 Penalty: 5694.771484
	Iteration 35Q: 3 clusters Score -1.257308e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95505 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -12573152.000000 Penalty: 5694.771484
	Iteration 36Q: 3 clusters Score -1.257315e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95606 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -12573240.000000 Penalty: 5694.771484
	Iteration 37Q: 3 clusters Score -1.257324e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95692 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -12573298.000000 Penalty: 5694.771484
	Iteration 38Q: 3 clusters Score -1.25733e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95748 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -12573316.000000 Penalty: 5694.771484
	Iteration 39Q: 3 clusters Score -1.257332e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95794 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -12573349.000000 Penalty: 5694.771484
	Iteration 40F: 3 clusters Score -1.257335e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95845 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -12573388.000000 Penalty: 5694.771484
	Iteration 41Q: 3 clusters Score -1.257339e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95879 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -12573395.000000 Penalty: 5694.771484
	Iteration 42Q: 3 clusters Score -1.25734e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95919 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -12573402.000000 Penalty: 5694.771484
	Iteration 43Q: 3 clusters Score -1.25734e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95939 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -12573424.000000 Penalty: 5694.771484
	Iteration 44Q: 3 clusters Score -1.257342e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95954 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -12573435.000000 Penalty: 5694.771484
	Iteration 45Q: 3 clusters Score -1.257344e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95971 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -12573449.000000 Penalty: 5694.771484
	Iteration 46Q: 3 clusters Score -1.257345e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95981 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -12573446.000000 Penalty: 5694.771484
	Iteration 47Q: 3 clusters Score -1.257345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95994 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -12573444.000000 Penalty: 5694.771484
	Iteration 48Q: 3 clusters Score -1.257344e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96003 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -12573450.000000 Penalty: 5694.771484
	Iteration 49Q: 3 clusters Score -1.257345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96009 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -12573448.000000 Penalty: 5694.771484
	Iteration 50Q: 3 clusters Score -1.257345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96012 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -12573449.000000 Penalty: 5694.771484
	Iteration 51Q: 3 clusters Score -1.257345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96015 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12573449.000000 Penalty: 5694.771484
	Iteration 52Q: 3 clusters Score -1.257345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96018 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -12573462.000000 Penalty: 5694.771484
	Iteration 53Q: 3 clusters Score -1.257346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96018 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -12573462.000000 Penalty: 5694.771484
	Iteration 54Q: 3 clusters Score -1.257346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96018 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -12573462.000000 Penalty: 5694.771484
	Iteration 55F: 3 clusters Score -1.257346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (70695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70695 members 
Entering Unmasked Estep 
Score: -9083237.000000 Penalty: 2769.200195
	Iteration 0F: 2 clusters Score -9083237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -9035957.000000 Penalty: 5538.400391
	Iteration 0F: 3 clusters Score -9035957 nChanged 33025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -9054597.000000 Penalty: 5538.400391
	Iteration 1F: 3 clusters Score -9054597 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -9055626.000000 Penalty: 5538.400391
	Iteration 2Q: 3 clusters Score -9055626 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -9056876.000000 Penalty: 5538.400391
	Iteration 3Q: 3 clusters Score -9056876 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -9058623.000000 Penalty: 5538.400391
	Iteration 4F: 3 clusters Score -9058623 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -9061301.000000 Penalty: 5538.400391
	Iteration 5F: 3 clusters Score -9061301 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -9065257.000000 Penalty: 5538.400391
	Iteration 6F: 3 clusters Score -9065257 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58102 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -9069934.000000 Penalty: 5538.400391
	Iteration 7F: 3 clusters Score -9069934 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -9074522.000000 Penalty: 5538.400391
	Iteration 8F: 3 clusters Score -9074522 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -9077657.000000 Penalty: 5538.400391
	Iteration 9Q: 3 clusters Score -9077657 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68618 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9079498.000000 Penalty: 5538.400391
	Iteration 10Q: 3 clusters Score -9079498 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -9080231.000000 Penalty: 5538.400391
	Iteration 11Q: 3 clusters Score -9080231 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69951 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9080553.000000 Penalty: 5538.400391
	Iteration 12Q: 3 clusters Score -9080553 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9080659.000000 Penalty: 5538.400391
	Iteration 13Q: 3 clusters Score -9080659 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70176 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9080706.000000 Penalty: 5538.400391
	Iteration 14Q: 3 clusters Score -9080706 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70219 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9080725.000000 Penalty: 5538.400391
	Iteration 15Q: 3 clusters Score -9080725 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70244 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9080760.000000 Penalty: 5538.400391
	Iteration 16Q: 3 clusters Score -9080760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70262 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9080775.000000 Penalty: 5538.400391
	Iteration 17Q: 3 clusters Score -9080775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70274 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9080782.000000 Penalty: 5538.400391
	Iteration 18Q: 3 clusters Score -9080782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70283 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9080790.000000 Penalty: 5538.400391
	Iteration 19Q: 3 clusters Score -9080790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70292 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9080810.000000 Penalty: 5538.400391
	Iteration 20F: 3 clusters Score -9080810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9080805.000000 Penalty: 5538.400391
	Iteration 21Q: 3 clusters Score -9080805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70302 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9080811.000000 Penalty: 5538.400391
	Iteration 22Q: 3 clusters Score -9080811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9080811.000000 Penalty: 5538.400391
	Iteration 23Q: 3 clusters Score -9080811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9080811.000000 Penalty: 5538.400391
	Iteration 24F: 3 clusters Score -9080811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Entering Unmasked Estep 
Score: -4928997.000000 Penalty: 2617.078369
	Iteration 0F: 2 clusters Score -4928997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -4903037.500000 Penalty: 5234.156738
	Iteration 0F: 3 clusters Score -4903038 nChanged 17502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -4912820.500000 Penalty: 5234.156738
	Iteration 1F: 3 clusters Score -4912820 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -4913465.500000 Penalty: 5234.156738
	Iteration 2Q: 3 clusters Score -4913466 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -4914301.500000 Penalty: 5234.156738
	Iteration 3Q: 3 clusters Score -4914302 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -4915487.500000 Penalty: 5234.156738
	Iteration 4F: 3 clusters Score -4915488 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -4917106.000000 Penalty: 5234.156738
	Iteration 5F: 3 clusters Score -4917106 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -4919053.000000 Penalty: 5234.156738
	Iteration 6F: 3 clusters Score -4919053 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -4921023.000000 Penalty: 5234.156738
	Iteration 7F: 3 clusters Score -4921023 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -4922890.500000 Penalty: 5234.156738
	Iteration 8F: 3 clusters Score -4922890 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -4924430.000000 Penalty: 5234.156738
	Iteration 9F: 3 clusters Score -4924430 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -4925449.500000 Penalty: 5234.156738
	Iteration 10Q: 3 clusters Score -4925450 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -4926119.000000 Penalty: 5234.156738
	Iteration 11Q: 3 clusters Score -4926119 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -4926550.000000 Penalty: 5234.156738
	Iteration 12Q: 3 clusters Score -4926550 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -4926856.000000 Penalty: 5234.156738
	Iteration 13Q: 3 clusters Score -4926856 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -4927022.000000 Penalty: 5234.156738
	Iteration 14Q: 3 clusters Score -4927022 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -4927121.000000 Penalty: 5234.156738
	Iteration 15Q: 3 clusters Score -4927121 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -4927219.000000 Penalty: 5234.156738
	Iteration 16Q: 3 clusters Score -4927219 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -4927272.000000 Penalty: 5234.156738
	Iteration 17Q: 3 clusters Score -4927272 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -4927330.500000 Penalty: 5234.156738
	Iteration 18Q: 3 clusters Score -4927330 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -4927336.000000 Penalty: 5234.156738
	Iteration 19Q: 3 clusters Score -4927336 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -4927369.000000 Penalty: 5234.156738
	Iteration 20F: 3 clusters Score -4927369 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -4927394.500000 Penalty: 5234.156738
	Iteration 21Q: 3 clusters Score -4927394 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -4927425.500000 Penalty: 5234.156738
	Iteration 22Q: 3 clusters Score -4927426 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -4927447.000000 Penalty: 5234.156738
	Iteration 23Q: 3 clusters Score -4927447 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -4927444.000000 Penalty: 5234.156738
	Iteration 24Q: 3 clusters Score -4927444 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -4927463.000000 Penalty: 5234.156738
	Iteration 25Q: 3 clusters Score -4927463 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -4927472.500000 Penalty: 5234.156738
	Iteration 26Q: 3 clusters Score -4927472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -4927460.500000 Penalty: 5234.156738
	Iteration 27Q: 3 clusters Score -4927460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -4927479.500000 Penalty: 5234.156738
	Iteration 28Q: 3 clusters Score -4927480 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4927486.500000 Penalty: 5234.156738
	Iteration 29Q: 3 clusters Score -4927486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -4927503.000000 Penalty: 5234.156738
	Iteration 30Q: 3 clusters Score -4927503 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -4927500.500000 Penalty: 5234.156738
	Iteration 31Q: 3 clusters Score -4927500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -4927503.500000 Penalty: 5234.156738
	Iteration 32Q: 3 clusters Score -4927504 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -4927509.000000 Penalty: 5234.156738
	Iteration 33Q: 3 clusters Score -4927509 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -4927512.000000 Penalty: 5234.156738
	Iteration 34Q: 3 clusters Score -4927512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -4927525.000000 Penalty: 5234.156738
	Iteration 35Q: 3 clusters Score -4927525 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -4927537.500000 Penalty: 5234.156738
	Iteration 36Q: 3 clusters Score -4927538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -4927542.000000 Penalty: 5234.156738
	Iteration 37Q: 3 clusters Score -4927542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -4927552.500000 Penalty: 5234.156738
	Iteration 38Q: 3 clusters Score -4927552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -4927562.500000 Penalty: 5234.156738
	Iteration 39Q: 3 clusters Score -4927562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -4927562.500000 Penalty: 5234.156738
	Iteration 40F: 3 clusters Score -4927562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -4927589.500000 Penalty: 5234.156738
	Iteration 41Q: 3 clusters Score -4927590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -4927600.000000 Penalty: 5234.156738
	Iteration 42Q: 3 clusters Score -4927600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -4927598.000000 Penalty: 5234.156738
	Iteration 43Q: 3 clusters Score -4927598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -4927607.000000 Penalty: 5234.156738
	Iteration 44Q: 3 clusters Score -4927607 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -4927609.500000 Penalty: 5234.156738
	Iteration 45Q: 3 clusters Score -4927610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -4927602.000000 Penalty: 5234.156738
	Iteration 46Q: 3 clusters Score -4927602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -4927621.500000 Penalty: 5234.156738
	Iteration 47Q: 3 clusters Score -4927622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -4927610.500000 Penalty: 5234.156738
	Iteration 48Q: 3 clusters Score -4927610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -4927627.000000 Penalty: 5234.156738
	Iteration 49Q: 3 clusters Score -4927627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -4927628.000000 Penalty: 5234.156738
	Iteration 50Q: 3 clusters Score -4927628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -4927638.500000 Penalty: 5234.156738
	Iteration 51Q: 3 clusters Score -4927638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -4927639.000000 Penalty: 5234.156738
	Iteration 52Q: 3 clusters Score -4927639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -4927636.000000 Penalty: 5234.156738
	Iteration 53Q: 3 clusters Score -4927636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -4927642.500000 Penalty: 5234.156738
	Iteration 54Q: 3 clusters Score -4927642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -4927642.500000 Penalty: 5234.156738
	Iteration 55Q: 3 clusters Score -4927642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -4927646.000000 Penalty: 5234.156738
	Iteration 56Q: 3 clusters Score -4927646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -4927659.000000 Penalty: 5234.156738
	Iteration 57Q: 3 clusters Score -4927659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -4927664.000000 Penalty: 5234.156738
	Iteration 58Q: 3 clusters Score -4927664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -4927667.500000 Penalty: 5234.156738
	Iteration 59Q: 3 clusters Score -4927668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -4927666.500000 Penalty: 5234.156738
	Iteration 60F: 3 clusters Score -4927666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -4927669.500000 Penalty: 5234.156738
	Iteration 61Q: 3 clusters Score -4927670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -4927671.500000 Penalty: 5234.156738
	Iteration 62Q: 3 clusters Score -4927672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -4927673.000000 Penalty: 5234.156738
	Iteration 63Q: 3 clusters Score -4927673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -4927685.000000 Penalty: 5234.156738
	Iteration 64Q: 3 clusters Score -4927685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -4927681.500000 Penalty: 5234.156738
	Iteration 65Q: 3 clusters Score -4927682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -4927689.000000 Penalty: 5234.156738
	Iteration 66Q: 3 clusters Score -4927689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -4927682.500000 Penalty: 5234.156738
	Iteration 67Q: 3 clusters Score -4927682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -4927684.500000 Penalty: 5234.156738
	Iteration 68Q: 3 clusters Score -4927684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -4927687.000000 Penalty: 5234.156738
	Iteration 69Q: 3 clusters Score -4927687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -4927687.000000 Penalty: 5234.156738
	Iteration 70Q: 3 clusters Score -4927687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -4927687.500000 Penalty: 5234.156738
	Iteration 71Q: 3 clusters Score -4927688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -4927686.000000 Penalty: 5234.156738
	Iteration 72Q: 3 clusters Score -4927686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -4927680.000000 Penalty: 5234.156738
	Iteration 73Q: 3 clusters Score -4927680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -4927693.500000 Penalty: 5234.156738
	Iteration 74Q: 3 clusters Score -4927694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -4927683.000000 Penalty: 5234.156738
	Iteration 75Q: 3 clusters Score -4927683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -4927687.000000 Penalty: 5234.156738
	Iteration 76Q: 3 clusters Score -4927687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -4927684.500000 Penalty: 5234.156738
	Iteration 77Q: 3 clusters Score -4927684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -4927696.000000 Penalty: 5234.156738
	Iteration 78Q: 3 clusters Score -4927696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -4927692.500000 Penalty: 5234.156738
	Iteration 79Q: 3 clusters Score -4927692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -4927691.500000 Penalty: 5234.156738
	Iteration 80F: 3 clusters Score -4927692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -4927692.500000 Penalty: 5234.156738
	Iteration 81Q: 3 clusters Score -4927692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4927700.000000 Penalty: 5234.156738
	Iteration 82Q: 3 clusters Score -4927700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -4927708.500000 Penalty: 5234.156738
	Iteration 83Q: 3 clusters Score -4927708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -4927713.000000 Penalty: 5234.156738
	Iteration 84Q: 3 clusters Score -4927713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -4927715.500000 Penalty: 5234.156738
	Iteration 85Q: 3 clusters Score -4927716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -4927720.500000 Penalty: 5234.156738
	Iteration 86Q: 3 clusters Score -4927720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -4927712.500000 Penalty: 5234.156738
	Iteration 87Q: 3 clusters Score -4927712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -4927712.000000 Penalty: 5234.156738
	Iteration 88Q: 3 clusters Score -4927712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -4927709.000000 Penalty: 5234.156738
	Iteration 89Q: 3 clusters Score -4927709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4927713.500000 Penalty: 5234.156738
	Iteration 90Q: 3 clusters Score -4927714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -4927717.000000 Penalty: 5234.156738
	Iteration 91Q: 3 clusters Score -4927717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -4927716.000000 Penalty: 5234.156738
	Iteration 92Q: 3 clusters Score -4927716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4927713.500000 Penalty: 5234.156738
	Iteration 93Q: 3 clusters Score -4927714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -4927706.000000 Penalty: 5234.156738
	Iteration 94Q: 3 clusters Score -4927706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -4927701.500000 Penalty: 5234.156738
	Iteration 95Q: 3 clusters Score -4927702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -4927704.500000 Penalty: 5234.156738
	Iteration 96Q: 3 clusters Score -4927704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4927710.500000 Penalty: 5234.156738
	Iteration 97Q: 3 clusters Score -4927710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -4927715.000000 Penalty: 5234.156738
	Iteration 98Q: 3 clusters Score -4927715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -4927708.000000 Penalty: 5234.156738
	Iteration 99Q: 3 clusters Score -4927708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -4927708.500000 Penalty: 5234.156738
	Iteration 100F: 3 clusters Score -4927708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -4927703.500000 Penalty: 5234.156738
	Iteration 101Q: 3 clusters Score -4927704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -4927707.000000 Penalty: 5234.156738
	Iteration 102Q: 3 clusters Score -4927707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -4927703.000000 Penalty: 5234.156738
	Iteration 103Q: 3 clusters Score -4927703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -4927705.500000 Penalty: 5234.156738
	Iteration 104Q: 3 clusters Score -4927706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -4927709.500000 Penalty: 5234.156738
	Iteration 105Q: 3 clusters Score -4927710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -4927708.500000 Penalty: 5234.156738
	Iteration 106Q: 3 clusters Score -4927708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -4927712.000000 Penalty: 5234.156738
	Iteration 107Q: 3 clusters Score -4927712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -4927706.500000 Penalty: 5234.156738
	Iteration 108Q: 3 clusters Score -4927706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -4927712.500000 Penalty: 5234.156738
	Iteration 109Q: 3 clusters Score -4927712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -4927716.500000 Penalty: 5234.156738
	Iteration 110Q: 3 clusters Score -4927716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -4927723.500000 Penalty: 5234.156738
	Iteration 111Q: 3 clusters Score -4927724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -4927723.000000 Penalty: 5234.156738
	Iteration 112Q: 3 clusters Score -4927723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -4927710.000000 Penalty: 5234.156738
	Iteration 113Q: 3 clusters Score -4927710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4927711.000000 Penalty: 5234.156738
	Iteration 114Q: 3 clusters Score -4927711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4927713.000000 Penalty: 5234.156738
	Iteration 115Q: 3 clusters Score -4927713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -4927714.500000 Penalty: 5234.156738
	Iteration 116Q: 3 clusters Score -4927714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -4927713.000000 Penalty: 5234.156738
	Iteration 117Q: 3 clusters Score -4927713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -4927717.500000 Penalty: 5234.156738
	Iteration 118Q: 3 clusters Score -4927718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4927716.000000 Penalty: 5234.156738
	Iteration 119Q: 3 clusters Score -4927716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -4927713.000000 Penalty: 5234.156738
	Iteration 120F: 3 clusters Score -4927713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Entering Unmasked Estep 
Score: -741487.437500 Penalty: 2161.660156
	Iteration 0F: 2 clusters Score -741487.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -736265.625000 Penalty: 4323.320312
	Iteration 0F: 3 clusters Score -736265.6 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -737657.437500 Penalty: 4323.320312
	Iteration 1F: 3 clusters Score -737657.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -737958.250000 Penalty: 4323.320312
	Iteration 2F: 3 clusters Score -737958.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -738144.187500 Penalty: 4323.320312
	Iteration 3F: 3 clusters Score -738144.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -738291.625000 Penalty: 4323.320312
	Iteration 4Q: 3 clusters Score -738291.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -738436.687500 Penalty: 4323.320312
	Iteration 5Q: 3 clusters Score -738436.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -738579.062500 Penalty: 4323.320312
	Iteration 6Q: 3 clusters Score -738579.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -738715.125000 Penalty: 4323.320312
	Iteration 7Q: 3 clusters Score -738715.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -738860.312500 Penalty: 4323.320312
	Iteration 8Q: 3 clusters Score -738860.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -739004.437500 Penalty: 4323.320312
	Iteration 9Q: 3 clusters Score -739004.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -739139.750000 Penalty: 4323.320312
	Iteration 10Q: 3 clusters Score -739139.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -739272.437500 Penalty: 4323.320312
	Iteration 11Q: 3 clusters Score -739272.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -739374.250000 Penalty: 4323.320312
	Iteration 12Q: 3 clusters Score -739374.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -739457.500000 Penalty: 4323.320312
	Iteration 13Q: 3 clusters Score -739457.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -739528.125000 Penalty: 4323.320312
	Iteration 14Q: 3 clusters Score -739528.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -739567.125000 Penalty: 4323.320312
	Iteration 15Q: 3 clusters Score -739567.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -739595.062500 Penalty: 4323.320312
	Iteration 16Q: 3 clusters Score -739595.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -739615.812500 Penalty: 4323.320312
	Iteration 17Q: 3 clusters Score -739615.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -739641.937500 Penalty: 4323.320312
	Iteration 18Q: 3 clusters Score -739641.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -739656.562500 Penalty: 4323.320312
	Iteration 19Q: 3 clusters Score -739656.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -739668.625000 Penalty: 4323.320312
	Iteration 20F: 3 clusters Score -739668.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -739678.500000 Penalty: 4323.320312
	Iteration 21Q: 3 clusters Score -739678.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -739685.625000 Penalty: 4323.320312
	Iteration 22Q: 3 clusters Score -739685.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -739690.250000 Penalty: 4323.320312
	Iteration 23Q: 3 clusters Score -739690.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -739696.187500 Penalty: 4323.320312
	Iteration 24Q: 3 clusters Score -739696.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -739699.937500 Penalty: 4323.320312
	Iteration 25Q: 3 clusters Score -739699.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -739703.062500 Penalty: 4323.320312
	Iteration 26Q: 3 clusters Score -739703.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -739706.250000 Penalty: 4323.320312
	Iteration 27Q: 3 clusters Score -739706.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -739708.500000 Penalty: 4323.320312
	Iteration 28Q: 3 clusters Score -739708.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -739708.500000 Penalty: 4323.320312
	Iteration 29Q: 3 clusters Score -739708.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -739710.312500 Penalty: 4323.320312
	Iteration 30Q: 3 clusters Score -739710.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -739713.625000 Penalty: 4323.320312
	Iteration 31Q: 3 clusters Score -739713.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -739713.625000 Penalty: 4323.320312
	Iteration 32Q: 3 clusters Score -739713.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -739716.187500 Penalty: 4323.320312
	Iteration 33Q: 3 clusters Score -739716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -739714.437500 Penalty: 4323.320312
	Iteration 34Q: 3 clusters Score -739714.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -739718.250000 Penalty: 4323.320312
	Iteration 35Q: 3 clusters Score -739718.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -739720.937500 Penalty: 4323.320312
	Iteration 36Q: 3 clusters Score -739720.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -739722.687500 Penalty: 4323.320312
	Iteration 37Q: 3 clusters Score -739722.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -739725.312500 Penalty: 4323.320312
	Iteration 38Q: 3 clusters Score -739725.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -739726.562500 Penalty: 4323.320312
	Iteration 39Q: 3 clusters Score -739726.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -739731.687500 Penalty: 4323.320312
	Iteration 40F: 3 clusters Score -739731.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -739734.062500 Penalty: 4323.320312
	Iteration 41Q: 3 clusters Score -739734.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -739735.750000 Penalty: 4323.320312
	Iteration 42Q: 3 clusters Score -739735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -739736.625000 Penalty: 4323.320312
	Iteration 43Q: 3 clusters Score -739736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -739737.250000 Penalty: 4323.320312
	Iteration 44Q: 3 clusters Score -739737.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -739737.250000 Penalty: 4323.320312
	Iteration 45F: 3 clusters Score -739737.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Entering Unmasked Estep 
Score: -1407238.500000 Penalty: 2322.974121
	Iteration 0F: 2 clusters Score -1407238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1398479.750000 Penalty: 4645.948242
	Iteration 0F: 3 clusters Score -1398480 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1401304.375000 Penalty: 4645.948242
	Iteration 1F: 3 clusters Score -1401304 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1401818.875000 Penalty: 4645.948242
	Iteration 2F: 3 clusters Score -1401819 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1402254.250000 Penalty: 4645.948242
	Iteration 3F: 3 clusters Score -1402254 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1402734.500000 Penalty: 4645.948242
	Iteration 4F: 3 clusters Score -1402734 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1403297.000000 Penalty: 4645.948242
	Iteration 5F: 3 clusters Score -1403297 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1403962.625000 Penalty: 4645.948242
	Iteration 6F: 3 clusters Score -1403963 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1404566.750000 Penalty: 4645.948242
	Iteration 7F: 3 clusters Score -1404567 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1405014.125000 Penalty: 4645.948242
	Iteration 8F: 3 clusters Score -1405014 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1405311.125000 Penalty: 4645.948242
	Iteration 9Q: 3 clusters Score -1405311 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1405495.375000 Penalty: 4645.948242
	Iteration 10Q: 3 clusters Score -1405495 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1405624.250000 Penalty: 4645.948242
	Iteration 11Q: 3 clusters Score -1405624 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1405711.500000 Penalty: 4645.948242
	Iteration 12Q: 3 clusters Score -1405712 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1405755.125000 Penalty: 4645.948242
	Iteration 13Q: 3 clusters Score -1405755 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1405780.125000 Penalty: 4645.948242
	Iteration 14Q: 3 clusters Score -1405780 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1405801.750000 Penalty: 4645.948242
	Iteration 15Q: 3 clusters Score -1405802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1405807.625000 Penalty: 4645.948242
	Iteration 16Q: 3 clusters Score -1405808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1405813.625000 Penalty: 4645.948242
	Iteration 17Q: 3 clusters Score -1405814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1405824.500000 Penalty: 4645.948242
	Iteration 18Q: 3 clusters Score -1405824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1405830.625000 Penalty: 4645.948242
	Iteration 19Q: 3 clusters Score -1405831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1405831.375000 Penalty: 4645.948242
	Iteration 20F: 3 clusters Score -1405831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1405835.875000 Penalty: 4645.948242
	Iteration 21Q: 3 clusters Score -1405836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1405837.625000 Penalty: 4645.948242
	Iteration 22Q: 3 clusters Score -1405838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1405846.375000 Penalty: 4645.948242
	Iteration 23Q: 3 clusters Score -1405846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1405852.875000 Penalty: 4645.948242
	Iteration 24Q: 3 clusters Score -1405853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1405853.625000 Penalty: 4645.948242
	Iteration 25Q: 3 clusters Score -1405854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1405851.000000 Penalty: 4645.948242
	Iteration 26Q: 3 clusters Score -1405851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1405858.125000 Penalty: 4645.948242
	Iteration 27Q: 3 clusters Score -1405858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1405856.500000 Penalty: 4645.948242
	Iteration 28Q: 3 clusters Score -1405856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1405855.000000 Penalty: 4645.948242
	Iteration 29Q: 3 clusters Score -1405855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1405857.250000 Penalty: 4645.948242
	Iteration 30Q: 3 clusters Score -1405857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1405858.750000 Penalty: 4645.948242
	Iteration 31Q: 3 clusters Score -1405859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1405860.625000 Penalty: 4645.948242
	Iteration 32Q: 3 clusters Score -1405861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1405861.375000 Penalty: 4645.948242
	Iteration 33Q: 3 clusters Score -1405861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1405863.500000 Penalty: 4645.948242
	Iteration 34Q: 3 clusters Score -1405864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1405865.000000 Penalty: 4645.948242
	Iteration 35Q: 3 clusters Score -1405865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1405862.750000 Penalty: 4645.948242
	Iteration 36Q: 3 clusters Score -1405863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1405867.000000 Penalty: 4645.948242
	Iteration 37Q: 3 clusters Score -1405867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1405869.500000 Penalty: 4645.948242
	Iteration 38Q: 3 clusters Score -1405870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1405872.875000 Penalty: 4645.948242
	Iteration 39Q: 3 clusters Score -1405873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1405872.625000 Penalty: 4645.948242
	Iteration 40F: 3 clusters Score -1405873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1405873.875000 Penalty: 4645.948242
	Iteration 41Q: 3 clusters Score -1405874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1405873.875000 Penalty: 4645.948242
	Iteration 42F: 3 clusters Score -1405874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Entering Unmasked Estep 
Score: -589847.562500 Penalty: 2129.182129
	Iteration 0F: 2 clusters Score -589847.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -585168.562500 Penalty: 4258.364258
	Iteration 0F: 3 clusters Score -585168.6 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -586784.562500 Penalty: 4258.364258
	Iteration 1F: 3 clusters Score -586784.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -587483.562500 Penalty: 4258.364258
	Iteration 2F: 3 clusters Score -587483.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -588149.000000 Penalty: 4258.364258
	Iteration 3F: 3 clusters Score -588149 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -588616.562500 Penalty: 4258.364258
	Iteration 4F: 3 clusters Score -588616.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -588962.375000 Penalty: 4258.364258
	Iteration 5F: 3 clusters Score -588962.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -589161.437500 Penalty: 4258.364258
	Iteration 6Q: 3 clusters Score -589161.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -589306.000000 Penalty: 4258.364258
	Iteration 7Q: 3 clusters Score -589306 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -589405.562500 Penalty: 4258.364258
	Iteration 8Q: 3 clusters Score -589405.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -589486.875000 Penalty: 4258.364258
	Iteration 9Q: 3 clusters Score -589486.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -589544.000000 Penalty: 4258.364258
	Iteration 10Q: 3 clusters Score -589544 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -589598.750000 Penalty: 4258.364258
	Iteration 11Q: 3 clusters Score -589598.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -589650.812500 Penalty: 4258.364258
	Iteration 12Q: 3 clusters Score -589650.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -589697.062500 Penalty: 4258.364258
	Iteration 13Q: 3 clusters Score -589697.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -589732.062500 Penalty: 4258.364258
	Iteration 14Q: 3 clusters Score -589732.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -589769.000000 Penalty: 4258.364258
	Iteration 15Q: 3 clusters Score -589769 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -589797.000000 Penalty: 4258.364258
	Iteration 16Q: 3 clusters Score -589797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -589811.437500 Penalty: 4258.364258
	Iteration 17Q: 3 clusters Score -589811.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -589821.937500 Penalty: 4258.364258
	Iteration 18Q: 3 clusters Score -589821.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -589843.875000 Penalty: 4258.364258
	Iteration 19Q: 3 clusters Score -589843.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -589862.937500 Penalty: 4258.364258
	Iteration 20F: 3 clusters Score -589862.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -589885.750000 Penalty: 4258.364258
	Iteration 21Q: 3 clusters Score -589885.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -589906.937500 Penalty: 4258.364258
	Iteration 22Q: 3 clusters Score -589906.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -589927.187500 Penalty: 4258.364258
	Iteration 23Q: 3 clusters Score -589927.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -589939.000000 Penalty: 4258.364258
	Iteration 24Q: 3 clusters Score -589939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -589952.500000 Penalty: 4258.364258
	Iteration 25Q: 3 clusters Score -589952.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -589958.750000 Penalty: 4258.364258
	Iteration 26Q: 3 clusters Score -589958.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -589963.562500 Penalty: 4258.364258
	Iteration 27Q: 3 clusters Score -589963.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -589965.062500 Penalty: 4258.364258
	Iteration 28Q: 3 clusters Score -589965.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -589967.250000 Penalty: 4258.364258
	Iteration 29Q: 3 clusters Score -589967.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -589968.187500 Penalty: 4258.364258
	Iteration 30Q: 3 clusters Score -589968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -589968.687500 Penalty: 4258.364258
	Iteration 31Q: 3 clusters Score -589968.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -589968.687500 Penalty: 4258.364258
	Iteration 32F: 3 clusters Score -589968.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 102270 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10608 members 
Mstep: Class 6 contains 28249 members 
Mstep: Class 7 contains 8706 members 
Mstep: Class 8 contains 49023 members 
Mstep: Class 9 contains 369 members 
Mstep: Class 10 contains 23353 members 
Mstep: Class 11 contains 13409 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 17203 members 
Mstep: Class 14 contains 179670 members 
Mstep: Class 15 contains 9660 members 
Mstep: Class 16 contains 15083 members 
Mstep: Class 17 contains 88338 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96896 members 
Mstep: Class 20 contains 70695 members 
Mstep: Class 21 contains 38282 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11694 members 
Mstep: Class 24 contains 2028 members 
Mstep: Class 25 contains 46538 members 
Mstep: Class 26 contains 2231 members 
Mstep: Class 27 contains 93113 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 19488 members 
Mstep: Class 30 contains 21004 members 
Mstep: Class 31 contains 170648 members 
Mstep: Class 32 contains 1107 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 20888 members 
Mstep: Class 35 contains 7034 members 
Mstep: Class 36 contains 8503 members 
Mstep: Class 37 contains 3325 members 
Entering Unmasked Estep 
Score: -150919056.000000 Penalty: 128545.257812
Splitting cluster 24 changes total score from -150907456.000000 to -150919056.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 25 (46538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Entering Unmasked Estep 
Score: -5985088.500000 Penalty: 2665.510010
	Iteration 0F: 2 clusters Score -5985088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -5953600.500000 Penalty: 5331.020020
	Iteration 0F: 3 clusters Score -5953600 nChanged 21510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -5965737.000000 Penalty: 5331.020020
	Iteration 1F: 3 clusters Score -5965737 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -5966495.500000 Penalty: 5331.020020
	Iteration 2Q: 3 clusters Score -5966496 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -5967383.500000 Penalty: 5331.020020
	Iteration 3Q: 3 clusters Score -5967384 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -5968546.000000 Penalty: 5331.020020
	Iteration 4F: 3 clusters Score -5968546 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -5969763.500000 Penalty: 5331.020020
	Iteration 5F: 3 clusters Score -5969764 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -5971265.500000 Penalty: 5331.020020
	Iteration 6F: 3 clusters Score -5971266 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -5972953.000000 Penalty: 5331.020020
	Iteration 7F: 3 clusters Score -5972953 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -5974692.000000 Penalty: 5331.020020
	Iteration 8F: 3 clusters Score -5974692 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -5976288.500000 Penalty: 5331.020020
	Iteration 9F: 3 clusters Score -5976288 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -5977973.500000 Penalty: 5331.020020
	Iteration 10Q: 3 clusters Score -5977974 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -5979358.000000 Penalty: 5331.020020
	Iteration 11Q: 3 clusters Score -5979358 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -5980461.500000 Penalty: 5331.020020
	Iteration 12Q: 3 clusters Score -5980462 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -5981187.000000 Penalty: 5331.020020
	Iteration 13Q: 3 clusters Score -5981187 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5981740.500000 Penalty: 5331.020020
	Iteration 14Q: 3 clusters Score -5981740 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5982158.000000 Penalty: 5331.020020
	Iteration 15Q: 3 clusters Score -5982158 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5982393.500000 Penalty: 5331.020020
	Iteration 16Q: 3 clusters Score -5982394 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5982537.000000 Penalty: 5331.020020
	Iteration 17Q: 3 clusters Score -5982537 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5982607.500000 Penalty: 5331.020020
	Iteration 18Q: 3 clusters Score -5982608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5982644.500000 Penalty: 5331.020020
	Iteration 19Q: 3 clusters Score -5982644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5982685.000000 Penalty: 5331.020020
	Iteration 20F: 3 clusters Score -5982685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5982698.000000 Penalty: 5331.020020
	Iteration 21Q: 3 clusters Score -5982698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5982715.000000 Penalty: 5331.020020
	Iteration 22Q: 3 clusters Score -5982715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5982747.500000 Penalty: 5331.020020
	Iteration 23Q: 3 clusters Score -5982748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5982768.000000 Penalty: 5331.020020
	Iteration 24Q: 3 clusters Score -5982768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5982780.500000 Penalty: 5331.020020
	Iteration 25Q: 3 clusters Score -5982780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5982803.500000 Penalty: 5331.020020
	Iteration 26Q: 3 clusters Score -5982804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5982837.000000 Penalty: 5331.020020
	Iteration 27Q: 3 clusters Score -5982837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5982852.500000 Penalty: 5331.020020
	Iteration 28Q: 3 clusters Score -5982852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5982865.500000 Penalty: 5331.020020
	Iteration 29Q: 3 clusters Score -5982866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5982875.000000 Penalty: 5331.020020
	Iteration 30Q: 3 clusters Score -5982875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5982882.500000 Penalty: 5331.020020
	Iteration 31Q: 3 clusters Score -5982882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5982884.000000 Penalty: 5331.020020
	Iteration 32Q: 3 clusters Score -5982884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5982892.500000 Penalty: 5331.020020
	Iteration 33Q: 3 clusters Score -5982892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5982893.000000 Penalty: 5331.020020
	Iteration 34Q: 3 clusters Score -5982893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5982901.500000 Penalty: 5331.020020
	Iteration 35Q: 3 clusters Score -5982902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5982899.500000 Penalty: 5331.020020
	Iteration 36Q: 3 clusters Score -5982900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5982898.500000 Penalty: 5331.020020
	Iteration 37Q: 3 clusters Score -5982898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5982899.000000 Penalty: 5331.020020
	Iteration 38Q: 3 clusters Score -5982899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5982899.000000 Penalty: 5331.020020
	Iteration 39F: 3 clusters Score -5982899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Entering Unmasked Estep 
Score: -227104.828125 Penalty: 1912.130859
	Iteration 0F: 2 clusters Score -227104.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -224395.343750 Penalty: 3824.261719
	Iteration 0F: 3 clusters Score -224395.3 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -226144.546875 Penalty: 3824.261719
	Iteration 1F: 3 clusters Score -226144.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -228248.562500 Penalty: 3824.261719
	Iteration 2F: 3 clusters Score -228248.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -229295.578125 Penalty: 3824.261719
	Iteration 3F: 3 clusters Score -229295.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -229622.343750 Penalty: 3824.261719
	Iteration 4Q: 3 clusters Score -229622.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -229831.437500 Penalty: 3824.261719
	Iteration 5Q: 3 clusters Score -229831.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -230034.625000 Penalty: 3824.261719
	Iteration 6Q: 3 clusters Score -230034.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -230349.953125 Penalty: 3824.261719
	Iteration 7Q: 3 clusters Score -230350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -230850.656250 Penalty: 3824.261719
	Iteration 8Q: 3 clusters Score -230850.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -231140.609375 Penalty: 3824.261719
	Iteration 9Q: 3 clusters Score -231140.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -231237.609375 Penalty: 3824.261719
	Iteration 10Q: 3 clusters Score -231237.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -231320.921875 Penalty: 3824.261719
	Iteration 11Q: 3 clusters Score -231320.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -231359.078125 Penalty: 3824.261719
	Iteration 12Q: 3 clusters Score -231359.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -231374.234375 Penalty: 3824.261719
	Iteration 13Q: 3 clusters Score -231374.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -231433.203125 Penalty: 3824.261719
	Iteration 14Q: 3 clusters Score -231433.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -231481.062500 Penalty: 3824.261719
	Iteration 15Q: 3 clusters Score -231481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -231491.343750 Penalty: 3824.261719
	Iteration 16Q: 3 clusters Score -231491.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -231493.312500 Penalty: 3824.261719
	Iteration 17Q: 3 clusters Score -231493.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -231564.781250 Penalty: 3824.261719
	Iteration 18F: 3 clusters Score -231564.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -231819.875000 Penalty: 3824.261719
	Iteration 19Q: 3 clusters Score -231819.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -232058.000000 Penalty: 3824.261719
	Iteration 20F: 3 clusters Score -232058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -232073.390625 Penalty: 3824.261719
	Iteration 21Q: 3 clusters Score -232073.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -232077.734375 Penalty: 3824.261719
	Iteration 22Q: 3 clusters Score -232077.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -232089.937500 Penalty: 3824.261719
	Iteration 23Q: 3 clusters Score -232089.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -232105.765625 Penalty: 3824.261719
	Iteration 24Q: 3 clusters Score -232105.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -232115.984375 Penalty: 3824.261719
	Iteration 25Q: 3 clusters Score -232116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -232124.000000 Penalty: 3824.261719
	Iteration 26Q: 3 clusters Score -232124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -232142.562500 Penalty: 3824.261719
	Iteration 27Q: 3 clusters Score -232142.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -232170.328125 Penalty: 3824.261719
	Iteration 28Q: 3 clusters Score -232170.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -232216.125000 Penalty: 3824.261719
	Iteration 29Q: 3 clusters Score -232216.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -232278.906250 Penalty: 3824.261719
	Iteration 30Q: 3 clusters Score -232278.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -232331.875000 Penalty: 3824.261719
	Iteration 31Q: 3 clusters Score -232331.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -232374.953125 Penalty: 3824.261719
	Iteration 32Q: 3 clusters Score -232375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -232390.875000 Penalty: 3824.261719
	Iteration 33Q: 3 clusters Score -232390.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -232400.781250 Penalty: 3824.261719
	Iteration 34Q: 3 clusters Score -232400.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -232413.000000 Penalty: 3824.261719
	Iteration 35Q: 3 clusters Score -232413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -232427.015625 Penalty: 3824.261719
	Iteration 36Q: 3 clusters Score -232427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -232438.062500 Penalty: 3824.261719
	Iteration 37Q: 3 clusters Score -232438.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -232457.109375 Penalty: 3824.261719
	Iteration 38Q: 3 clusters Score -232457.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -232474.515625 Penalty: 3824.261719
	Iteration 39Q: 3 clusters Score -232474.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -232612.046875 Penalty: 3824.261719
	Iteration 40F: 3 clusters Score -232612 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -232975.140625 Penalty: 3824.261719
	Iteration 41Q: 3 clusters Score -232975.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -233397.296875 Penalty: 3824.261719
	Iteration 42Q: 3 clusters Score -233397.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -233830.671875 Penalty: 3824.261719
	Iteration 43Q: 3 clusters Score -233830.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -234034.718750 Penalty: 3824.261719
	Iteration 44Q: 3 clusters Score -234034.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -234197.000000 Penalty: 3824.261719
	Iteration 45Q: 3 clusters Score -234197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -234340.906250 Penalty: 3824.261719
	Iteration 46Q: 3 clusters Score -234340.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -234386.765625 Penalty: 3824.261719
	Iteration 47Q: 3 clusters Score -234386.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -234443.875000 Penalty: 3824.261719
	Iteration 48Q: 3 clusters Score -234443.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -234456.125000 Penalty: 3824.261719
	Iteration 49Q: 3 clusters Score -234456.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -234461.718750 Penalty: 3824.261719
	Iteration 50F: 3 clusters Score -234461.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -234465.687500 Penalty: 3824.261719
	Iteration 51Q: 3 clusters Score -234465.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -234468.390625 Penalty: 3824.261719
	Iteration 52Q: 3 clusters Score -234468.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -234476.406250 Penalty: 3824.261719
	Iteration 53Q: 3 clusters Score -234476.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -234482.562500 Penalty: 3824.261719
	Iteration 54Q: 3 clusters Score -234482.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -234483.484375 Penalty: 3824.261719
	Iteration 55Q: 3 clusters Score -234483.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -234483.703125 Penalty: 3824.261719
	Iteration 56Q: 3 clusters Score -234483.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -234483.703125 Penalty: 3824.261719
	Iteration 57F: 3 clusters Score -234483.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 102270 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10608 members 
Mstep: Class 6 contains 28249 members 
Mstep: Class 7 contains 8706 members 
Mstep: Class 8 contains 49023 members 
Mstep: Class 9 contains 369 members 
Mstep: Class 10 contains 23353 members 
Mstep: Class 11 contains 13409 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 17203 members 
Mstep: Class 14 contains 179670 members 
Mstep: Class 15 contains 9660 members 
Mstep: Class 16 contains 15083 members 
Mstep: Class 17 contains 88338 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96896 members 
Mstep: Class 20 contains 70695 members 
Mstep: Class 21 contains 38282 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11694 members 
Mstep: Class 24 contains 2028 members 
Mstep: Class 25 contains 46538 members 
Mstep: Class 26 contains 1091 members 
Mstep: Class 27 contains 93113 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 19488 members 
Mstep: Class 30 contains 21004 members 
Mstep: Class 31 contains 170648 members 
Mstep: Class 32 contains 1107 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 20888 members 
Mstep: Class 35 contains 7034 members 
Mstep: Class 36 contains 8503 members 
Mstep: Class 37 contains 3325 members 
Mstep: Class 38 contains 1140 members 
Entering Unmasked Estep 
Score: -150924400.000000 Penalty: 132019.453125
Splitting cluster 26 changes total score from -150907456.000000 to -150924400.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 27 (93113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93113 members 
Entering Unmasked Estep 
Score: -11225824.000000 Penalty: 2837.509277
	Iteration 0F: 2 clusters Score -1.122582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -11163517.000000 Penalty: 5675.018555
	Iteration 0F: 3 clusters Score -1.116352e+07 nChanged 43979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -11189371.000000 Penalty: 5675.018555
	Iteration 1F: 3 clusters Score -1.118937e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -11191068.000000 Penalty: 5675.018555
	Iteration 2Q: 3 clusters Score -1.119107e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -11193045.000000 Penalty: 5675.018555
	Iteration 3Q: 3 clusters Score -1.119304e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -11195537.000000 Penalty: 5675.018555
	Iteration 4F: 3 clusters Score -1.119554e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -11198848.000000 Penalty: 5675.018555
	Iteration 5F: 3 clusters Score -1.119885e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -11202910.000000 Penalty: 5675.018555
	Iteration 6F: 3 clusters Score -1.120291e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69336 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -11207123.000000 Penalty: 5675.018555
	Iteration 7F: 3 clusters Score -1.120712e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74097 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -11211121.000000 Penalty: 5675.018555
	Iteration 8F: 3 clusters Score -1.121112e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78298 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -11214507.000000 Penalty: 5675.018555
	Iteration 9Q: 3 clusters Score -1.121451e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81761 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -11217305.000000 Penalty: 5675.018555
	Iteration 10Q: 3 clusters Score -1.12173e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84565 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -11219378.000000 Penalty: 5675.018555
	Iteration 11Q: 3 clusters Score -1.121938e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86689 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -11220882.000000 Penalty: 5675.018555
	Iteration 12Q: 3 clusters Score -1.122088e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88230 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -11221880.000000 Penalty: 5675.018555
	Iteration 13Q: 3 clusters Score -1.122188e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89277 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -11222582.000000 Penalty: 5675.018555
	Iteration 14Q: 3 clusters Score -1.122258e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -11223046.000000 Penalty: 5675.018555
	Iteration 15Q: 3 clusters Score -1.122305e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90447 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -11223353.000000 Penalty: 5675.018555
	Iteration 16Q: 3 clusters Score -1.122335e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90766 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -11223581.000000 Penalty: 5675.018555
	Iteration 17Q: 3 clusters Score -1.122358e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90979 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -11223728.000000 Penalty: 5675.018555
	Iteration 18Q: 3 clusters Score -1.122373e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91117 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -11223828.000000 Penalty: 5675.018555
	Iteration 19Q: 3 clusters Score -1.122383e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91214 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -11223869.000000 Penalty: 5675.018555
	Iteration 20F: 3 clusters Score -1.122387e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91283 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -11223920.000000 Penalty: 5675.018555
	Iteration 21Q: 3 clusters Score -1.122392e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91340 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -11223964.000000 Penalty: 5675.018555
	Iteration 22Q: 3 clusters Score -1.122396e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91397 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -11223992.000000 Penalty: 5675.018555
	Iteration 23Q: 3 clusters Score -1.122399e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -11224007.000000 Penalty: 5675.018555
	Iteration 24Q: 3 clusters Score -1.122401e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91458 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -11224020.000000 Penalty: 5675.018555
	Iteration 25Q: 3 clusters Score -1.122402e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91481 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -11224039.000000 Penalty: 5675.018555
	Iteration 26Q: 3 clusters Score -1.122404e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91491 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -11224060.000000 Penalty: 5675.018555
	Iteration 27Q: 3 clusters Score -1.122406e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91507 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -11224056.000000 Penalty: 5675.018555
	Iteration 28Q: 3 clusters Score -1.122406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91516 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -11224060.000000 Penalty: 5675.018555
	Iteration 29Q: 3 clusters Score -1.122406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -11224064.000000 Penalty: 5675.018555
	Iteration 30Q: 3 clusters Score -1.122406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91532 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -11224056.000000 Penalty: 5675.018555
	Iteration 31Q: 3 clusters Score -1.122406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91539 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -11224064.000000 Penalty: 5675.018555
	Iteration 32Q: 3 clusters Score -1.122406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91542 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -11224081.000000 Penalty: 5675.018555
	Iteration 33Q: 3 clusters Score -1.122408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -11224092.000000 Penalty: 5675.018555
	Iteration 34Q: 3 clusters Score -1.122409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91554 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -11224103.000000 Penalty: 5675.018555
	Iteration 35Q: 3 clusters Score -1.12241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -11224095.000000 Penalty: 5675.018555
	Iteration 36Q: 3 clusters Score -1.12241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11224100.000000 Penalty: 5675.018555
	Iteration 37Q: 3 clusters Score -1.12241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91573 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -11224106.000000 Penalty: 5675.018555
	Iteration 38Q: 3 clusters Score -1.122411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91577 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -11224101.000000 Penalty: 5675.018555
	Iteration 39Q: 3 clusters Score -1.12241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91578 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11224111.000000 Penalty: 5675.018555
	Iteration 40F: 3 clusters Score -1.122411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91581 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -11224121.000000 Penalty: 5675.018555
	Iteration 41Q: 3 clusters Score -1.122412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91585 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -11224117.000000 Penalty: 5675.018555
	Iteration 42Q: 3 clusters Score -1.122412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -11224112.000000 Penalty: 5675.018555
	Iteration 43Q: 3 clusters Score -1.122411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91599 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -11224106.000000 Penalty: 5675.018555
	Iteration 44Q: 3 clusters Score -1.122411e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91605 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -11224105.000000 Penalty: 5675.018555
	Iteration 45Q: 3 clusters Score -1.12241e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91614 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -11224124.000000 Penalty: 5675.018555
	Iteration 46Q: 3 clusters Score -1.122412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91621 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -11224142.000000 Penalty: 5675.018555
	Iteration 47Q: 3 clusters Score -1.122414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91629 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -11224130.000000 Penalty: 5675.018555
	Iteration 48Q: 3 clusters Score -1.122413e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91634 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -11224131.000000 Penalty: 5675.018555
	Iteration 49Q: 3 clusters Score -1.122413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91637 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -11224141.000000 Penalty: 5675.018555
	Iteration 50Q: 3 clusters Score -1.122414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91639 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -11224135.000000 Penalty: 5675.018555
	Iteration 51Q: 3 clusters Score -1.122414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91638 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -11224144.000000 Penalty: 5675.018555
	Iteration 52Q: 3 clusters Score -1.122414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91641 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -11224145.000000 Penalty: 5675.018555
	Iteration 53Q: 3 clusters Score -1.122414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91645 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -11224147.000000 Penalty: 5675.018555
	Iteration 54Q: 3 clusters Score -1.122415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91647 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -11224145.000000 Penalty: 5675.018555
	Iteration 55Q: 3 clusters Score -1.122414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -11224151.000000 Penalty: 5675.018555
	Iteration 56Q: 3 clusters Score -1.122415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91651 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -11224153.000000 Penalty: 5675.018555
	Iteration 57Q: 3 clusters Score -1.122415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91655 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -11224145.000000 Penalty: 5675.018555
	Iteration 58Q: 3 clusters Score -1.122414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91658 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -11224149.000000 Penalty: 5675.018555
	Iteration 59Q: 3 clusters Score -1.122415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11224154.000000 Penalty: 5675.018555
	Iteration 60F: 3 clusters Score -1.122415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91667 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -11224143.000000 Penalty: 5675.018555
	Iteration 61Q: 3 clusters Score -1.122414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91670 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -11224151.000000 Penalty: 5675.018555
	Iteration 62Q: 3 clusters Score -1.122415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91671 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -11224156.000000 Penalty: 5675.018555
	Iteration 63Q: 3 clusters Score -1.122416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91672 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -11224161.000000 Penalty: 5675.018555
	Iteration 64Q: 3 clusters Score -1.122416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -11224153.000000 Penalty: 5675.018555
	Iteration 65Q: 3 clusters Score -1.122415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -11224153.000000 Penalty: 5675.018555
	Iteration 66F: 3 clusters Score -1.122415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Entering Unmasked Estep 
Score: -920395.750000 Penalty: 2209.054443
	Iteration 0F: 2 clusters Score -920395.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -914448.812500 Penalty: 4418.108887
	Iteration 0F: 3 clusters Score -914448.8 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -916297.125000 Penalty: 4418.108887
	Iteration 1F: 3 clusters Score -916297.1 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -916955.375000 Penalty: 4418.108887
	Iteration 2F: 3 clusters Score -916955.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -917547.250000 Penalty: 4418.108887
	Iteration 3F: 3 clusters Score -917547.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -918097.812500 Penalty: 4418.108887
	Iteration 4F: 3 clusters Score -918097.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -918448.250000 Penalty: 4418.108887
	Iteration 5F: 3 clusters Score -918448.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -918646.000000 Penalty: 4418.108887
	Iteration 6Q: 3 clusters Score -918646 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -918744.000000 Penalty: 4418.108887
	Iteration 7Q: 3 clusters Score -918744 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -918796.187500 Penalty: 4418.108887
	Iteration 8Q: 3 clusters Score -918796.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -918825.937500 Penalty: 4418.108887
	Iteration 9Q: 3 clusters Score -918825.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -918846.000000 Penalty: 4418.108887
	Iteration 10Q: 3 clusters Score -918846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -918859.437500 Penalty: 4418.108887
	Iteration 11Q: 3 clusters Score -918859.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -918867.625000 Penalty: 4418.108887
	Iteration 12Q: 3 clusters Score -918867.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -918870.500000 Penalty: 4418.108887
	Iteration 13Q: 3 clusters Score -918870.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -918873.875000 Penalty: 4418.108887
	Iteration 14Q: 3 clusters Score -918873.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -918876.375000 Penalty: 4418.108887
	Iteration 15Q: 3 clusters Score -918876.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -918878.375000 Penalty: 4418.108887
	Iteration 16Q: 3 clusters Score -918878.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -918878.125000 Penalty: 4418.108887
	Iteration 17Q: 3 clusters Score -918878.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -918879.187500 Penalty: 4418.108887
	Iteration 18Q: 3 clusters Score -918879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -918880.312500 Penalty: 4418.108887
	Iteration 19Q: 3 clusters Score -918880.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -918880.312500 Penalty: 4418.108887
	Iteration 20F: 3 clusters Score -918880.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Entering Unmasked Estep 
Score: -2498993.250000 Penalty: 2449.633301
	Iteration 0F: 2 clusters Score -2498993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2485141.500000 Penalty: 4899.266602
	Iteration 0F: 3 clusters Score -2485142 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2489854.500000 Penalty: 4899.266602
	Iteration 1F: 3 clusters Score -2489854 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2490363.750000 Penalty: 4899.266602
	Iteration 2F: 3 clusters Score -2490364 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2490888.000000 Penalty: 4899.266602
	Iteration 3F: 3 clusters Score -2490888 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2491490.000000 Penalty: 4899.266602
	Iteration 4F: 3 clusters Score -2491490 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2492258.500000 Penalty: 4899.266602
	Iteration 5F: 3 clusters Score -2492258 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2493172.250000 Penalty: 4899.266602
	Iteration 6F: 3 clusters Score -2493172 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2494115.500000 Penalty: 4899.266602
	Iteration 7F: 3 clusters Score -2494116 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2494919.750000 Penalty: 4899.266602
	Iteration 8F: 3 clusters Score -2494920 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2495530.500000 Penalty: 4899.266602
	Iteration 9Q: 3 clusters Score -2495530 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2495990.000000 Penalty: 4899.266602
	Iteration 10Q: 3 clusters Score -2495990 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2496375.000000 Penalty: 4899.266602
	Iteration 11Q: 3 clusters Score -2496375 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2496647.000000 Penalty: 4899.266602
	Iteration 12Q: 3 clusters Score -2496647 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2496828.500000 Penalty: 4899.266602
	Iteration 13Q: 3 clusters Score -2496828 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2496971.000000 Penalty: 4899.266602
	Iteration 14Q: 3 clusters Score -2496971 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2497070.750000 Penalty: 4899.266602
	Iteration 15Q: 3 clusters Score -2497071 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2497122.750000 Penalty: 4899.266602
	Iteration 16Q: 3 clusters Score -2497123 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2497159.000000 Penalty: 4899.266602
	Iteration 17Q: 3 clusters Score -2497159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2497184.000000 Penalty: 4899.266602
	Iteration 18Q: 3 clusters Score -2497184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2497208.000000 Penalty: 4899.266602
	Iteration 19Q: 3 clusters Score -2497208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2497215.500000 Penalty: 4899.266602
	Iteration 20F: 3 clusters Score -2497216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2497222.500000 Penalty: 4899.266602
	Iteration 21Q: 3 clusters Score -2497222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2497230.500000 Penalty: 4899.266602
	Iteration 22Q: 3 clusters Score -2497230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2497235.500000 Penalty: 4899.266602
	Iteration 23Q: 3 clusters Score -2497236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2497238.000000 Penalty: 4899.266602
	Iteration 24Q: 3 clusters Score -2497238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2497238.500000 Penalty: 4899.266602
	Iteration 25Q: 3 clusters Score -2497238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2497242.750000 Penalty: 4899.266602
	Iteration 26Q: 3 clusters Score -2497243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2497240.000000 Penalty: 4899.266602
	Iteration 27Q: 3 clusters Score -2497240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2497240.000000 Penalty: 4899.266602
	Iteration 28F: 3 clusters Score -2497240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Entering Unmasked Estep 
Score: -2736395.750000 Penalty: 2468.212158
	Iteration 0F: 2 clusters Score -2736396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2721599.000000 Penalty: 4936.424316
	Iteration 0F: 3 clusters Score -2721599 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2726692.250000 Penalty: 4936.424316
	Iteration 1F: 3 clusters Score -2726692 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2727133.750000 Penalty: 4936.424316
	Iteration 2F: 3 clusters Score -2727134 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2727537.250000 Penalty: 4936.424316
	Iteration 3Q: 3 clusters Score -2727537 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2728015.500000 Penalty: 4936.424316
	Iteration 4Q: 3 clusters Score -2728016 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2728620.500000 Penalty: 4936.424316
	Iteration 5F: 3 clusters Score -2728620 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2729449.000000 Penalty: 4936.424316
	Iteration 6F: 3 clusters Score -2729449 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2730463.500000 Penalty: 4936.424316
	Iteration 7F: 3 clusters Score -2730464 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2731597.000000 Penalty: 4936.424316
	Iteration 8F: 3 clusters Score -2731597 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2732681.500000 Penalty: 4936.424316
	Iteration 9F: 3 clusters Score -2732682 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2733572.250000 Penalty: 4936.424316
	Iteration 10Q: 3 clusters Score -2733572 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2734394.500000 Penalty: 4936.424316
	Iteration 11Q: 3 clusters Score -2734394 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2734973.000000 Penalty: 4936.424316
	Iteration 12Q: 3 clusters Score -2734973 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2735265.500000 Penalty: 4936.424316
	Iteration 13Q: 3 clusters Score -2735266 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2735374.250000 Penalty: 4936.424316
	Iteration 14Q: 3 clusters Score -2735374 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2735418.250000 Penalty: 4936.424316
	Iteration 15Q: 3 clusters Score -2735418 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2735437.250000 Penalty: 4936.424316
	Iteration 16Q: 3 clusters Score -2735437 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2735451.250000 Penalty: 4936.424316
	Iteration 17Q: 3 clusters Score -2735451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2735464.250000 Penalty: 4936.424316
	Iteration 18Q: 3 clusters Score -2735464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2735475.750000 Penalty: 4936.424316
	Iteration 19Q: 3 clusters Score -2735476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2735473.500000 Penalty: 4936.424316
	Iteration 20F: 3 clusters Score -2735474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2735477.750000 Penalty: 4936.424316
	Iteration 21Q: 3 clusters Score -2735478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2735479.500000 Penalty: 4936.424316
	Iteration 22Q: 3 clusters Score -2735480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2735485.000000 Penalty: 4936.424316
	Iteration 23Q: 3 clusters Score -2735485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2735482.750000 Penalty: 4936.424316
	Iteration 24Q: 3 clusters Score -2735483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2735483.750000 Penalty: 4936.424316
	Iteration 25Q: 3 clusters Score -2735484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2735485.500000 Penalty: 4936.424316
	Iteration 26Q: 3 clusters Score -2735486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2735486.750000 Penalty: 4936.424316
	Iteration 27Q: 3 clusters Score -2735487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2735486.750000 Penalty: 4936.424316
	Iteration 28F: 3 clusters Score -2735487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (170648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170648 members 
Entering Unmasked Estep 
Score: -22113318.000000 Penalty: 2987.744873
	Iteration 0F: 2 clusters Score -2.211332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85125 members 
Mstep: Class 2 contains 85523 members 
Entering Unmasked Estep 
Score: -22004660.000000 Penalty: 5975.489746
	Iteration 0F: 3 clusters Score -2.200466e+07 nChanged 81836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81805 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -22052022.000000 Penalty: 5975.489746
	Iteration 1F: 3 clusters Score -2.205202e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79801 members 
Mstep: Class 2 contains 90847 members 
Entering Unmasked Estep 
Score: -22053236.000000 Penalty: 5975.489746
	Iteration 2Q: 3 clusters Score -2.205324e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76712 members 
Mstep: Class 2 contains 93936 members 
Entering Unmasked Estep 
Score: -22054692.000000 Penalty: 5975.489746
	Iteration 3Q: 3 clusters Score -2.205469e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71892 members 
Mstep: Class 2 contains 98756 members 
Entering Unmasked Estep 
Score: -22057014.000000 Penalty: 5975.489746
	Iteration 4Q: 3 clusters Score -2.205701e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 105913 members 
Entering Unmasked Estep 
Score: -22060772.000000 Penalty: 5975.489746
	Iteration 5Q: 3 clusters Score -2.206077e+07 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 115810 members 
Entering Unmasked Estep 
Score: -22067762.000000 Penalty: 5975.489746
	Iteration 6F: 3 clusters Score -2.206776e+07 nChanged 12787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 127871 members 
Entering Unmasked Estep 
Score: -22076906.000000 Penalty: 5975.489746
	Iteration 7F: 3 clusters Score -2.207691e+07 nChanged 12789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 140214 members 
Entering Unmasked Estep 
Score: -22086842.000000 Penalty: 5975.489746
	Iteration 8F: 3 clusters Score -2.208684e+07 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 151058 members 
Entering Unmasked Estep 
Score: -22095764.000000 Penalty: 5975.489746
	Iteration 9F: 3 clusters Score -2.209576e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 159271 members 
Entering Unmasked Estep 
Score: -22102892.000000 Penalty: 5975.489746
	Iteration 10Q: 3 clusters Score -2.210289e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 164750 members 
Entering Unmasked Estep 
Score: -22106942.000000 Penalty: 5975.489746
	Iteration 11Q: 3 clusters Score -2.210694e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 167747 members 
Entering Unmasked Estep 
Score: -22108948.000000 Penalty: 5975.489746
	Iteration 12Q: 3 clusters Score -2.210895e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 169118 members 
Entering Unmasked Estep 
Score: -22109784.000000 Penalty: 5975.489746
	Iteration 13Q: 3 clusters Score -2.210978e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 169707 members 
Entering Unmasked Estep 
Score: -22110216.000000 Penalty: 5975.489746
	Iteration 14Q: 3 clusters Score -2.211022e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 169945 members 
Entering Unmasked Estep 
Score: -22110412.000000 Penalty: 5975.489746
	Iteration 15Q: 3 clusters Score -2.211041e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 170053 members 
Entering Unmasked Estep 
Score: -22110524.000000 Penalty: 5975.489746
	Iteration 16Q: 3 clusters Score -2.211052e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 170099 members 
Entering Unmasked Estep 
Score: -22110586.000000 Penalty: 5975.489746
	Iteration 17Q: 3 clusters Score -2.211059e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 170134 members 
Entering Unmasked Estep 
Score: -22110624.000000 Penalty: 5975.489746
	Iteration 18Q: 3 clusters Score -2.211062e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 170171 members 
Entering Unmasked Estep 
Score: -22110674.000000 Penalty: 5975.489746
	Iteration 19Q: 3 clusters Score -2.211067e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 170187 members 
Entering Unmasked Estep 
Score: -22110670.000000 Penalty: 5975.489746
	Iteration 20F: 3 clusters Score -2.211067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 170201 members 
Entering Unmasked Estep 
Score: -22110676.000000 Penalty: 5975.489746
	Iteration 21Q: 3 clusters Score -2.211068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 170202 members 
Entering Unmasked Estep 
Score: -22110670.000000 Penalty: 5975.489746
	Iteration 22Q: 3 clusters Score -2.211067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 170201 members 
Entering Unmasked Estep 
Score: -22110652.000000 Penalty: 5975.489746
	Iteration 23Q: 3 clusters Score -2.211065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 170200 members 
Entering Unmasked Estep 
Score: -22110670.000000 Penalty: 5975.489746
	Iteration 24Q: 3 clusters Score -2.211067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 170198 members 
Entering Unmasked Estep 
Score: -22110674.000000 Penalty: 5975.489746
	Iteration 25Q: 3 clusters Score -2.211067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 170198 members 
Entering Unmasked Estep 
Score: -22110674.000000 Penalty: 5975.489746
	Iteration 26F: 3 clusters Score -2.211067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -127936.960938 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -127937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -126057.789062 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -126057.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -126658.523438 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -126658.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -127149.570312 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -127149.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -127775.578125 Penalty: 3476.666748
	Iteration 3F: 3 clusters Score -127775.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -128569.062500 Penalty: 3476.666748
	Iteration 4F: 3 clusters Score -128569.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -129239.664062 Penalty: 3476.666748
	Iteration 5F: 3 clusters Score -129239.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -129505.703125 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -129505.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -129575.023438 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -129575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -129608.398438 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -129608.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -129618.578125 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -129618.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -129621.000000 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -129621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -129621.000000 Penalty: 3476.666748
	Iteration 11F: 3 clusters Score -129621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 102270 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10608 members 
Mstep: Class 6 contains 28249 members 
Mstep: Class 7 contains 8706 members 
Mstep: Class 8 contains 49023 members 
Mstep: Class 9 contains 369 members 
Mstep: Class 10 contains 23353 members 
Mstep: Class 11 contains 13409 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 17203 members 
Mstep: Class 14 contains 179670 members 
Mstep: Class 15 contains 9660 members 
Mstep: Class 16 contains 15083 members 
Mstep: Class 17 contains 88338 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96896 members 
Mstep: Class 20 contains 70695 members 
Mstep: Class 21 contains 38282 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11694 members 
Mstep: Class 24 contains 2028 members 
Mstep: Class 25 contains 46538 members 
Mstep: Class 26 contains 1091 members 
Mstep: Class 27 contains 93113 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 19488 members 
Mstep: Class 30 contains 21004 members 
Mstep: Class 31 contains 170648 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 20888 members 
Mstep: Class 35 contains 7034 members 
Mstep: Class 36 contains 8503 members 
Mstep: Class 37 contains 3325 members 
Mstep: Class 38 contains 1140 members 
Mstep: Class 39 contains 661 members 
Entering Unmasked Estep 
Score: -150924144.000000 Penalty: 135493.656250
Splitting cluster 32 changes total score from -150907456.000000 to -150924144.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 102270 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10608 members 
Mstep: Class 6 contains 28249 members 
Mstep: Class 7 contains 8706 members 
Mstep: Class 8 contains 49023 members 
Mstep: Class 9 contains 369 members 
Mstep: Class 10 contains 23353 members 
Mstep: Class 11 contains 13409 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 17203 members 
Mstep: Class 14 contains 179670 members 
Mstep: Class 15 contains 9660 members 
Mstep: Class 16 contains 15083 members 
Mstep: Class 17 contains 88338 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96896 members 
Mstep: Class 20 contains 70695 members 
Mstep: Class 21 contains 38282 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11694 members 
Mstep: Class 24 contains 2028 members 
Mstep: Class 25 contains 46538 members 
Mstep: Class 26 contains 1091 members 
Mstep: Class 27 contains 93113 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 19488 members 
Mstep: Class 30 contains 21004 members 
Mstep: Class 31 contains 170648 members 
Mstep: Class 32 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150927840.000000 Penalty: 135493.656250
Iteration 79Q: 40 clusters Score -1.509278e+08 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 102387 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10628 members 
Mstep: Class 6 contains 27572 members 
Mstep: Class 7 contains 8835 members 
Mstep: Class 8 contains 48965 members 
Mstep: Class 9 contains 376 members 
Mstep: Class 10 contains 23291 members 
Mstep: Class 11 contains 13396 members 
Mstep: Class 12 contains 7569 members 
Mstep: Class 13 contains 17243 members 
Mstep: Class 14 contains 180439 members 
Mstep: Class 15 contains 9623 members 
Mstep: Class 16 contains 15073 members 
Mstep: Class 17 contains 88349 members 
Mstep: Class 18 contains 2725 members 
Mstep: Class 19 contains 96885 members 
Mstep: Class 20 contains 70761 members 
Mstep: Class 21 contains 38139 members 
Mstep: Class 22 contains 6095 members 
Mstep: Class 23 contains 11681 members 
Mstep: Class 24 contains 2288 members 
Mstep: Class 25 contains 46874 members 
Mstep: Class 26 contains 1088 members 
Mstep: Class 27 contains 93485 members 
Mstep: Class 28 contains 7139 members 
Mstep: Class 29 contains 19518 members 
Mstep: Class 30 contains 20922 members 
Mstep: Class 31 contains 170610 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 20079 members 
Mstep: Class 35 contains 6972 members 
Mstep: Class 36 contains 8277 members 
Mstep: Class 37 contains 3163 members 
Mstep: Class 38 contains 1134 members 
Mstep: Class 39 contains 646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150932576.000000 Penalty: 135493.656250
Iteration 80F: 40 clusters Score -1.509326e+08 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 102437 members 
Mstep: Class 3 contains 2082 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10600 members 
Mstep: Class 6 contains 27048 members 
Mstep: Class 7 contains 8751 members 
Mstep: Class 8 contains 48845 members 
Mstep: Class 9 contains 376 members 
Mstep: Class 10 contains 23229 members 
Mstep: Class 11 contains 13321 members 
Mstep: Class 12 contains 7922 members 
Mstep: Class 13 contains 17079 members 
Mstep: Class 14 contains 180916 members 
Mstep: Class 15 contains 9546 members 
Mstep: Class 16 contains 15035 members 
Mstep: Class 17 contains 88383 members 
Mstep: Class 18 contains 2724 members 
Mstep: Class 19 contains 96857 members 
Mstep: Class 20 contains 70757 members 
Mstep: Class 21 contains 37949 members 
Mstep: Class 22 contains 6077 members 
Mstep: Class 23 contains 11629 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 46984 members 
Mstep: Class 26 contains 1082 members 
Mstep: Class 27 contains 93226 members 
Mstep: Class 28 contains 6874 members 
Mstep: Class 29 contains 19504 members 
Mstep: Class 30 contains 20864 members 
Mstep: Class 31 contains 170609 members 
Mstep: Class 32 contains 479 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 19907 members 
Mstep: Class 35 contains 7455 members 
Mstep: Class 36 contains 8396 members 
Mstep: Class 37 contains 3525 members 
Mstep: Class 38 contains 1153 members 
Mstep: Class 39 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150935040.000000 Penalty: 135493.656250
Iteration 81Q: 40 clusters Score -1.50935e+08 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 102493 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10595 members 
Mstep: Class 6 contains 26686 members 
Mstep: Class 7 contains 8727 members 
Mstep: Class 8 contains 48810 members 
Mstep: Class 9 contains 364 members 
Mstep: Class 10 contains 23174 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 8259 members 
Mstep: Class 13 contains 16942 members 
Mstep: Class 14 contains 181192 members 
Mstep: Class 15 contains 9500 members 
Mstep: Class 16 contains 15016 members 
Mstep: Class 17 contains 88435 members 
Mstep: Class 18 contains 2723 members 
Mstep: Class 19 contains 96817 members 
Mstep: Class 20 contains 70759 members 
Mstep: Class 21 contains 37785 members 
Mstep: Class 22 contains 6063 members 
Mstep: Class 23 contains 11599 members 
Mstep: Class 24 contains 2662 members 
Mstep: Class 25 contains 47097 members 
Mstep: Class 26 contains 1082 members 
Mstep: Class 27 contains 93079 members 
Mstep: Class 28 contains 6663 members 
Mstep: Class 29 contains 19506 members 
Mstep: Class 30 contains 20837 members 
Mstep: Class 31 contains 170622 members 
Mstep: Class 32 contains 480 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 19696 members 
Mstep: Class 35 contains 7749 members 
Mstep: Class 36 contains 8428 members 
Mstep: Class 37 contains 3726 members 
Mstep: Class 38 contains 1168 members 
Mstep: Class 39 contains 692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150935856.000000 Penalty: 135493.656250
Iteration 82Q: 40 clusters Score -1.509359e+08 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 102539 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 10598 members 
Mstep: Class 6 contains 26392 members 
Mstep: Class 7 contains 8696 members 
Mstep: Class 8 contains 48808 members 
Mstep: Class 9 contains 357 members 
Mstep: Class 10 contains 23157 members 
Mstep: Class 11 contains 13277 members 
Mstep: Class 12 contains 8523 members 
Mstep: Class 13 contains 16834 members 
Mstep: Class 14 contains 181383 members 
Mstep: Class 15 contains 9472 members 
Mstep: Class 16 contains 14999 members 
Mstep: Class 17 contains 88493 members 
Mstep: Class 18 contains 2722 members 
Mstep: Class 19 contains 96790 members 
Mstep: Class 20 contains 70787 members 
Mstep: Class 21 contains 37645 members 
Mstep: Class 22 contains 6068 members 
Mstep: Class 23 contains 11566 members 
Mstep: Class 24 contains 2770 members 
Mstep: Class 25 contains 47207 members 
Mstep: Class 26 contains 1082 members 
Mstep: Class 27 contains 92984 members 
Mstep: Class 28 contains 6483 members 
Mstep: Class 29 contains 19498 members 
Mstep: Class 30 contains 20811 members 
Mstep: Class 31 contains 170627 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 19530 members 
Mstep: Class 35 contains 7951 members 
Mstep: Class 36 contains 8448 members 
Mstep: Class 37 contains 3850 members 
Mstep: Class 38 contains 1175 members 
Mstep: Class 39 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150936112.000000 Penalty: 135493.656250
Iteration 83Q: 40 clusters Score -1.509361e+08 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 102587 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 4494 members 
Mstep: Class 5 contains 10594 members 
Mstep: Class 6 contains 26142 members 
Mstep: Class 7 contains 8688 members 
Mstep: Class 8 contains 48798 members 
Mstep: Class 9 contains 355 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 13280 members 
Mstep: Class 12 contains 8736 members 
Mstep: Class 13 contains 16720 members 
Mstep: Class 14 contains 181510 members 
Mstep: Class 15 contains 9458 members 
Mstep: Class 16 contains 14995 members 
Mstep: Class 17 contains 88559 members 
Mstep: Class 18 contains 2722 members 
Mstep: Class 19 contains 96770 members 
Mstep: Class 20 contains 70802 members 
Mstep: Class 21 contains 37512 members 
Mstep: Class 22 contains 6073 members 
Mstep: Class 23 contains 11550 members 
Mstep: Class 24 contains 2865 members 
Mstep: Class 25 contains 47323 members 
Mstep: Class 26 contains 1082 members 
Mstep: Class 27 contains 92929 members 
Mstep: Class 28 contains 6328 members 
Mstep: Class 29 contains 19489 members 
Mstep: Class 30 contains 20788 members 
Mstep: Class 31 contains 170624 members 
Mstep: Class 32 contains 483 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 19417 members 
Mstep: Class 35 contains 8108 members 
Mstep: Class 36 contains 8457 members 
Mstep: Class 37 contains 3921 members 
Mstep: Class 38 contains 1178 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150936336.000000 Penalty: 135493.656250
Iteration 84Q: 40 clusters Score -1.509363e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 102641 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10598 members 
Mstep: Class 6 contains 25930 members 
Mstep: Class 7 contains 8651 members 
Mstep: Class 8 contains 48790 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 23158 members 
Mstep: Class 11 contains 13293 members 
Mstep: Class 12 contains 8919 members 
Mstep: Class 13 contains 16645 members 
Mstep: Class 14 contains 181623 members 
Mstep: Class 15 contains 9440 members 
Mstep: Class 16 contains 14984 members 
Mstep: Class 17 contains 88614 members 
Mstep: Class 18 contains 2722 members 
Mstep: Class 19 contains 96754 members 
Mstep: Class 20 contains 70822 members 
Mstep: Class 21 contains 37397 members 
Mstep: Class 22 contains 6077 members 
Mstep: Class 23 contains 11532 members 
Mstep: Class 24 contains 2925 members 
Mstep: Class 25 contains 47404 members 
Mstep: Class 26 contains 1082 members 
Mstep: Class 27 contains 92858 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 19476 members 
Mstep: Class 30 contains 20778 members 
Mstep: Class 31 contains 170633 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 19333 members 
Mstep: Class 35 contains 8236 members 
Mstep: Class 36 contains 8470 members 
Mstep: Class 37 contains 4001 members 
Mstep: Class 38 contains 1180 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150936272.000000 Penalty: 135493.656250
Iteration 85Q: 40 clusters Score -1.509363e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 102697 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10597 members 
Mstep: Class 6 contains 25778 members 
Mstep: Class 7 contains 8644 members 
Mstep: Class 8 contains 48755 members 
Mstep: Class 9 contains 351 members 
Mstep: Class 10 contains 23157 members 
Mstep: Class 11 contains 13294 members 
Mstep: Class 12 contains 9085 members 
Mstep: Class 13 contains 16544 members 
Mstep: Class 14 contains 181661 members 
Mstep: Class 15 contains 9421 members 
Mstep: Class 16 contains 14979 members 
Mstep: Class 17 contains 88666 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96743 members 
Mstep: Class 20 contains 70830 members 
Mstep: Class 21 contains 37304 members 
Mstep: Class 22 contains 6079 members 
Mstep: Class 23 contains 11535 members 
Mstep: Class 24 contains 2983 members 
Mstep: Class 25 contains 47469 members 
Mstep: Class 26 contains 1082 members 
Mstep: Class 27 contains 92814 members 
Mstep: Class 28 contains 6073 members 
Mstep: Class 29 contains 19479 members 
Mstep: Class 30 contains 20774 members 
Mstep: Class 31 contains 170659 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 19272 members 
Mstep: Class 35 contains 8348 members 
Mstep: Class 36 contains 8479 members 
Mstep: Class 37 contains 4046 members 
Mstep: Class 38 contains 1182 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150936400.000000 Penalty: 135493.656250
Iteration 86Q: 40 clusters Score -1.509364e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 102751 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10594 members 
Mstep: Class 6 contains 25645 members 
Mstep: Class 7 contains 8635 members 
Mstep: Class 8 contains 48721 members 
Mstep: Class 9 contains 347 members 
Mstep: Class 10 contains 23159 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 9238 members 
Mstep: Class 13 contains 16458 members 
Mstep: Class 14 contains 181719 members 
Mstep: Class 15 contains 9400 members 
Mstep: Class 16 contains 14975 members 
Mstep: Class 17 contains 88714 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96734 members 
Mstep: Class 20 contains 70833 members 
Mstep: Class 21 contains 37228 members 
Mstep: Class 22 contains 6080 members 
Mstep: Class 23 contains 11541 members 
Mstep: Class 24 contains 3049 members 
Mstep: Class 25 contains 47524 members 
Mstep: Class 26 contains 1082 members 
Mstep: Class 27 contains 92768 members 
Mstep: Class 28 contains 5963 members 
Mstep: Class 29 contains 19477 members 
Mstep: Class 30 contains 20762 members 
Mstep: Class 31 contains 170671 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 19222 members 
Mstep: Class 35 contains 8434 members 
Mstep: Class 36 contains 8484 members 
Mstep: Class 37 contains 4089 members 
Mstep: Class 38 contains 1186 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150936480.000000 Penalty: 135493.656250
Iteration 87Q: 40 clusters Score -1.509365e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 102794 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10596 members 
Mstep: Class 6 contains 25555 members 
Mstep: Class 7 contains 8615 members 
Mstep: Class 8 contains 48699 members 
Mstep: Class 9 contains 346 members 
Mstep: Class 10 contains 23161 members 
Mstep: Class 11 contains 13296 members 
Mstep: Class 12 contains 9356 members 
Mstep: Class 13 contains 16412 members 
Mstep: Class 14 contains 181743 members 
Mstep: Class 15 contains 9384 members 
Mstep: Class 16 contains 14980 members 
Mstep: Class 17 contains 88756 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96729 members 
Mstep: Class 20 contains 70835 members 
Mstep: Class 21 contains 37166 members 
Mstep: Class 22 contains 6085 members 
Mstep: Class 23 contains 11535 members 
Mstep: Class 24 contains 3104 members 
Mstep: Class 25 contains 47567 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92738 members 
Mstep: Class 28 contains 5890 members 
Mstep: Class 29 contains 19473 members 
Mstep: Class 30 contains 20744 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 483 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 19166 members 
Mstep: Class 35 contains 8494 members 
Mstep: Class 36 contains 8490 members 
Mstep: Class 37 contains 4116 members 
Mstep: Class 38 contains 1188 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150936640.000000 Penalty: 135493.656250
Iteration 88Q: 40 clusters Score -1.509366e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 102821 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10593 members 
Mstep: Class 6 contains 25481 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 48676 members 
Mstep: Class 9 contains 346 members 
Mstep: Class 10 contains 23173 members 
Mstep: Class 11 contains 13296 members 
Mstep: Class 12 contains 9423 members 
Mstep: Class 13 contains 16379 members 
Mstep: Class 14 contains 181765 members 
Mstep: Class 15 contains 9370 members 
Mstep: Class 16 contains 14987 members 
Mstep: Class 17 contains 88789 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96722 members 
Mstep: Class 20 contains 70837 members 
Mstep: Class 21 contains 37107 members 
Mstep: Class 22 contains 6083 members 
Mstep: Class 23 contains 11529 members 
Mstep: Class 24 contains 3158 members 
Mstep: Class 25 contains 47608 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92735 members 
Mstep: Class 28 contains 5850 members 
Mstep: Class 29 contains 19472 members 
Mstep: Class 30 contains 20740 members 
Mstep: Class 31 contains 170702 members 
Mstep: Class 32 contains 483 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 19129 members 
Mstep: Class 35 contains 8528 members 
Mstep: Class 36 contains 8492 members 
Mstep: Class 37 contains 4126 members 
Mstep: Class 38 contains 1188 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150936656.000000 Penalty: 135493.656250
Iteration 89Q: 40 clusters Score -1.509367e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 102829 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10590 members 
Mstep: Class 6 contains 25430 members 
Mstep: Class 7 contains 8586 members 
Mstep: Class 8 contains 48661 members 
Mstep: Class 9 contains 346 members 
Mstep: Class 10 contains 23178 members 
Mstep: Class 11 contains 13294 members 
Mstep: Class 12 contains 9481 members 
Mstep: Class 13 contains 16333 members 
Mstep: Class 14 contains 181778 members 
Mstep: Class 15 contains 9366 members 
Mstep: Class 16 contains 14989 members 
Mstep: Class 17 contains 88819 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96716 members 
Mstep: Class 20 contains 70845 members 
Mstep: Class 21 contains 37066 members 
Mstep: Class 22 contains 6080 members 
Mstep: Class 23 contains 11527 members 
Mstep: Class 24 contains 3197 members 
Mstep: Class 25 contains 47645 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92739 members 
Mstep: Class 28 contains 5814 members 
Mstep: Class 29 contains 19465 members 
Mstep: Class 30 contains 20736 members 
Mstep: Class 31 contains 170712 members 
Mstep: Class 32 contains 483 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 19088 members 
Mstep: Class 35 contains 8553 members 
Mstep: Class 36 contains 8495 members 
Mstep: Class 37 contains 4146 members 
Mstep: Class 38 contains 1188 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150936816.000000 Penalty: 135493.656250
Iteration 90Q: 40 clusters Score -1.509368e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 102841 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10593 members 
Mstep: Class 6 contains 25391 members 
Mstep: Class 7 contains 8582 members 
Mstep: Class 8 contains 48651 members 
Mstep: Class 9 contains 346 members 
Mstep: Class 10 contains 23176 members 
Mstep: Class 11 contains 13292 members 
Mstep: Class 12 contains 9546 members 
Mstep: Class 13 contains 16292 members 
Mstep: Class 14 contains 181762 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 14989 members 
Mstep: Class 17 contains 88856 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96715 members 
Mstep: Class 20 contains 70852 members 
Mstep: Class 21 contains 37025 members 
Mstep: Class 22 contains 6079 members 
Mstep: Class 23 contains 11526 members 
Mstep: Class 24 contains 3230 members 
Mstep: Class 25 contains 47679 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92734 members 
Mstep: Class 28 contains 5776 members 
Mstep: Class 29 contains 19466 members 
Mstep: Class 30 contains 20726 members 
Mstep: Class 31 contains 170721 members 
Mstep: Class 32 contains 483 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 19061 members 
Mstep: Class 35 contains 8574 members 
Mstep: Class 36 contains 8499 members 
Mstep: Class 37 contains 4162 members 
Mstep: Class 38 contains 1188 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150936592.000000 Penalty: 135493.656250
Iteration 91Q: 40 clusters Score -1.509366e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 102850 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10589 members 
Mstep: Class 6 contains 25366 members 
Mstep: Class 7 contains 8583 members 
Mstep: Class 8 contains 48642 members 
Mstep: Class 9 contains 346 members 
Mstep: Class 10 contains 23169 members 
Mstep: Class 11 contains 13289 members 
Mstep: Class 12 contains 9597 members 
Mstep: Class 13 contains 16255 members 
Mstep: Class 14 contains 181731 members 
Mstep: Class 15 contains 9359 members 
Mstep: Class 16 contains 14994 members 
Mstep: Class 17 contains 88890 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96711 members 
Mstep: Class 20 contains 70859 members 
Mstep: Class 21 contains 36992 members 
Mstep: Class 22 contains 6079 members 
Mstep: Class 23 contains 11521 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 47700 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92733 members 
Mstep: Class 28 contains 5746 members 
Mstep: Class 29 contains 19467 members 
Mstep: Class 30 contains 20724 members 
Mstep: Class 31 contains 170734 members 
Mstep: Class 32 contains 483 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 19045 members 
Mstep: Class 35 contains 8598 members 
Mstep: Class 36 contains 8501 members 
Mstep: Class 37 contains 4174 members 
Mstep: Class 38 contains 1188 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150936608.000000 Penalty: 135493.656250
Iteration 92Q: 40 clusters Score -1.509366e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 102870 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10586 members 
Mstep: Class 6 contains 25345 members 
Mstep: Class 7 contains 8578 members 
Mstep: Class 8 contains 48631 members 
Mstep: Class 9 contains 346 members 
Mstep: Class 10 contains 23164 members 
Mstep: Class 11 contains 13291 members 
Mstep: Class 12 contains 9638 members 
Mstep: Class 13 contains 16226 members 
Mstep: Class 14 contains 181714 members 
Mstep: Class 15 contains 9353 members 
Mstep: Class 16 contains 14998 members 
Mstep: Class 17 contains 88914 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96705 members 
Mstep: Class 20 contains 70861 members 
Mstep: Class 21 contains 36953 members 
Mstep: Class 22 contains 6079 members 
Mstep: Class 23 contains 11522 members 
Mstep: Class 24 contains 3288 members 
Mstep: Class 25 contains 47718 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92744 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 19463 members 
Mstep: Class 30 contains 20720 members 
Mstep: Class 31 contains 170743 members 
Mstep: Class 32 contains 483 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 19034 members 
Mstep: Class 35 contains 8617 members 
Mstep: Class 36 contains 8502 members 
Mstep: Class 37 contains 4170 members 
Mstep: Class 38 contains 1188 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150936880.000000 Penalty: 135493.656250
Iteration 93Q: 40 clusters Score -1.509369e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 102899 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10587 members 
Mstep: Class 6 contains 25328 members 
Mstep: Class 7 contains 8565 members 
Mstep: Class 8 contains 48622 members 
Mstep: Class 9 contains 346 members 
Mstep: Class 10 contains 23162 members 
Mstep: Class 11 contains 13288 members 
Mstep: Class 12 contains 9669 members 
Mstep: Class 13 contains 16206 members 
Mstep: Class 14 contains 181705 members 
Mstep: Class 15 contains 9351 members 
Mstep: Class 16 contains 15000 members 
Mstep: Class 17 contains 88937 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96707 members 
Mstep: Class 20 contains 70862 members 
Mstep: Class 21 contains 36906 members 
Mstep: Class 22 contains 6078 members 
Mstep: Class 23 contains 11512 members 
Mstep: Class 24 contains 3322 members 
Mstep: Class 25 contains 47735 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92745 members 
Mstep: Class 28 contains 5704 members 
Mstep: Class 29 contains 19467 members 
Mstep: Class 30 contains 20716 members 
Mstep: Class 31 contains 170750 members 
Mstep: Class 32 contains 483 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 19019 members 
Mstep: Class 35 contains 8627 members 
Mstep: Class 36 contains 8502 members 
Mstep: Class 37 contains 4178 members 
Mstep: Class 38 contains 1188 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150937056.000000 Penalty: 135493.656250
Iteration 94Q: 40 clusters Score -1.509371e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 102918 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10587 members 
Mstep: Class 6 contains 25303 members 
Mstep: Class 7 contains 8549 members 
Mstep: Class 8 contains 48614 members 
Mstep: Class 9 contains 346 members 
Mstep: Class 10 contains 23163 members 
Mstep: Class 11 contains 13286 members 
Mstep: Class 12 contains 9699 members 
Mstep: Class 13 contains 16185 members 
Mstep: Class 14 contains 181710 members 
Mstep: Class 15 contains 9347 members 
Mstep: Class 16 contains 15000 members 
Mstep: Class 17 contains 88963 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96705 members 
Mstep: Class 20 contains 70859 members 
Mstep: Class 21 contains 36853 members 
Mstep: Class 22 contains 6079 members 
Mstep: Class 23 contains 11509 members 
Mstep: Class 24 contains 3343 members 
Mstep: Class 25 contains 47746 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92767 members 
Mstep: Class 28 contains 5698 members 
Mstep: Class 29 contains 19466 members 
Mstep: Class 30 contains 20713 members 
Mstep: Class 31 contains 170756 members 
Mstep: Class 32 contains 483 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 19002 members 
Mstep: Class 35 contains 8637 members 
Mstep: Class 36 contains 8507 members 
Mstep: Class 37 contains 4183 members 
Mstep: Class 38 contains 1188 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150937072.000000 Penalty: 135493.656250
Iteration 95Q: 40 clusters Score -1.509371e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 102928 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10585 members 
Mstep: Class 6 contains 25276 members 
Mstep: Class 7 contains 8546 members 
Mstep: Class 8 contains 48612 members 
Mstep: Class 9 contains 346 members 
Mstep: Class 10 contains 23166 members 
Mstep: Class 11 contains 13282 members 
Mstep: Class 12 contains 9723 members 
Mstep: Class 13 contains 16179 members 
Mstep: Class 14 contains 181711 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 15006 members 
Mstep: Class 17 contains 88978 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96705 members 
Mstep: Class 20 contains 70859 members 
Mstep: Class 21 contains 36816 members 
Mstep: Class 22 contains 6079 members 
Mstep: Class 23 contains 11506 members 
Mstep: Class 24 contains 3374 members 
Mstep: Class 25 contains 47762 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92768 members 
Mstep: Class 28 contains 5693 members 
Mstep: Class 29 contains 19465 members 
Mstep: Class 30 contains 20709 members 
Mstep: Class 31 contains 170752 members 
Mstep: Class 32 contains 483 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18977 members 
Mstep: Class 35 contains 8650 members 
Mstep: Class 36 contains 8509 members 
Mstep: Class 37 contains 4188 members 
Mstep: Class 38 contains 1188 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150936944.000000 Penalty: 135493.656250
Iteration 96Q: 40 clusters Score -1.509369e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 102945 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10585 members 
Mstep: Class 6 contains 25252 members 
Mstep: Class 7 contains 8550 members 
Mstep: Class 8 contains 48608 members 
Mstep: Class 9 contains 346 members 
Mstep: Class 10 contains 23171 members 
Mstep: Class 11 contains 13280 members 
Mstep: Class 12 contains 9742 members 
Mstep: Class 13 contains 16164 members 
Mstep: Class 14 contains 181712 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 15011 members 
Mstep: Class 17 contains 88995 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96704 members 
Mstep: Class 20 contains 70858 members 
Mstep: Class 21 contains 36761 members 
Mstep: Class 22 contains 6081 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 3388 members 
Mstep: Class 25 contains 47780 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92782 members 
Mstep: Class 28 contains 5688 members 
Mstep: Class 29 contains 19466 members 
Mstep: Class 30 contains 20708 members 
Mstep: Class 31 contains 170753 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18960 members 
Mstep: Class 35 contains 8655 members 
Mstep: Class 36 contains 8515 members 
Mstep: Class 37 contains 4191 members 
Mstep: Class 38 contains 1188 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150936896.000000 Penalty: 135493.656250
Iteration 97Q: 40 clusters Score -1.509369e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 102970 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 5 contains 10583 members 
Mstep: Class 6 contains 25232 members 
Mstep: Class 7 contains 8550 members 
Mstep: Class 8 contains 48597 members 
Mstep: Class 9 contains 346 members 
Mstep: Class 10 contains 23170 members 
Mstep: Class 11 contains 13281 members 
Mstep: Class 12 contains 9759 members 
Mstep: Class 13 contains 16150 members 
Mstep: Class 14 contains 181718 members 
Mstep: Class 15 contains 9339 members 
Mstep: Class 16 contains 15012 members 
Mstep: Class 17 contains 89003 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96705 members 
Mstep: Class 20 contains 70857 members 
Mstep: Class 21 contains 36718 members 
Mstep: Class 22 contains 6083 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 47796 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92807 members 
Mstep: Class 28 contains 5682 members 
Mstep: Class 29 contains 19465 members 
Mstep: Class 30 contains 20706 members 
Mstep: Class 31 contains 170751 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18949 members 
Mstep: Class 35 contains 8657 members 
Mstep: Class 36 contains 8515 members 
Mstep: Class 37 contains 4196 members 
Mstep: Class 38 contains 1188 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150937072.000000 Penalty: 135493.656250
Iteration 98Q: 40 clusters Score -1.509371e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 102994 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 5 contains 10583 members 
Mstep: Class 6 contains 25212 members 
Mstep: Class 7 contains 8549 members 
Mstep: Class 8 contains 48585 members 
Mstep: Class 9 contains 346 members 
Mstep: Class 10 contains 23172 members 
Mstep: Class 11 contains 13281 members 
Mstep: Class 12 contains 9785 members 
Mstep: Class 13 contains 16129 members 
Mstep: Class 14 contains 181725 members 
Mstep: Class 15 contains 9324 members 
Mstep: Class 16 contains 15013 members 
Mstep: Class 17 contains 89017 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96704 members 
Mstep: Class 20 contains 70854 members 
Mstep: Class 21 contains 36696 members 
Mstep: Class 22 contains 6083 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 3416 members 
Mstep: Class 25 contains 47810 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92806 members 
Mstep: Class 28 contains 5676 members 
Mstep: Class 29 contains 19465 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170750 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18935 members 
Mstep: Class 35 contains 8659 members 
Mstep: Class 36 contains 8521 members 
Mstep: Class 37 contains 4205 members 
Mstep: Class 38 contains 1188 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150937424.000000 Penalty: 135493.656250
Iteration 99Q: 40 clusters Score -1.509374e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 103008 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10585 members 
Mstep: Class 6 contains 25200 members 
Mstep: Class 7 contains 8551 members 
Mstep: Class 8 contains 48577 members 
Mstep: Class 9 contains 346 members 
Mstep: Class 10 contains 23173 members 
Mstep: Class 11 contains 13281 members 
Mstep: Class 12 contains 9803 members 
Mstep: Class 13 contains 16116 members 
Mstep: Class 14 contains 181725 members 
Mstep: Class 15 contains 9314 members 
Mstep: Class 16 contains 15014 members 
Mstep: Class 17 contains 89028 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96703 members 
Mstep: Class 20 contains 70854 members 
Mstep: Class 21 contains 36668 members 
Mstep: Class 22 contains 6084 members 
Mstep: Class 23 contains 11490 members 
Mstep: Class 24 contains 3425 members 
Mstep: Class 25 contains 47818 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92814 members 
Mstep: Class 28 contains 5671 members 
Mstep: Class 29 contains 19463 members 
Mstep: Class 30 contains 20703 members 
Mstep: Class 31 contains 170759 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18922 members 
Mstep: Class 35 contains 8661 members 
Mstep: Class 36 contains 8523 members 
Mstep: Class 37 contains 4213 members 
Mstep: Class 38 contains 1188 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150938624.000000 Penalty: 135493.656250
Iteration 100F: 40 clusters Score -1.509386e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 103016 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10585 members 
Mstep: Class 6 contains 25183 members 
Mstep: Class 7 contains 8550 members 
Mstep: Class 8 contains 48574 members 
Mstep: Class 9 contains 372 members 
Mstep: Class 10 contains 23176 members 
Mstep: Class 11 contains 13280 members 
Mstep: Class 12 contains 9824 members 
Mstep: Class 13 contains 16107 members 
Mstep: Class 14 contains 181728 members 
Mstep: Class 15 contains 9309 members 
Mstep: Class 16 contains 15018 members 
Mstep: Class 17 contains 89038 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96702 members 
Mstep: Class 20 contains 70853 members 
Mstep: Class 21 contains 36630 members 
Mstep: Class 22 contains 6085 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 3430 members 
Mstep: Class 25 contains 47834 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92817 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 19461 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170764 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18915 members 
Mstep: Class 35 contains 8662 members 
Mstep: Class 36 contains 8528 members 
Mstep: Class 37 contains 4217 members 
Mstep: Class 38 contains 1191 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150939040.000000 Penalty: 135493.656250
Iteration 101Q: 40 clusters Score -1.50939e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 103026 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10586 members 
Mstep: Class 6 contains 25166 members 
Mstep: Class 7 contains 8555 members 
Mstep: Class 8 contains 48573 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 23174 members 
Mstep: Class 11 contains 13278 members 
Mstep: Class 12 contains 9850 members 
Mstep: Class 13 contains 16088 members 
Mstep: Class 14 contains 181726 members 
Mstep: Class 15 contains 9309 members 
Mstep: Class 16 contains 15019 members 
Mstep: Class 17 contains 89052 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96702 members 
Mstep: Class 20 contains 70853 members 
Mstep: Class 21 contains 36598 members 
Mstep: Class 22 contains 6085 members 
Mstep: Class 23 contains 11497 members 
Mstep: Class 24 contains 3433 members 
Mstep: Class 25 contains 47847 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92827 members 
Mstep: Class 28 contains 5653 members 
Mstep: Class 29 contains 19458 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170765 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18907 members 
Mstep: Class 35 contains 8665 members 
Mstep: Class 36 contains 8530 members 
Mstep: Class 37 contains 4220 members 
Mstep: Class 38 contains 1198 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150939088.000000 Penalty: 135493.656250
Iteration 102Q: 40 clusters Score -1.509391e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 103051 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10586 members 
Mstep: Class 6 contains 25158 members 
Mstep: Class 7 contains 8559 members 
Mstep: Class 8 contains 48564 members 
Mstep: Class 9 contains 364 members 
Mstep: Class 10 contains 23177 members 
Mstep: Class 11 contains 13275 members 
Mstep: Class 12 contains 9873 members 
Mstep: Class 13 contains 16069 members 
Mstep: Class 14 contains 181728 members 
Mstep: Class 15 contains 9304 members 
Mstep: Class 16 contains 15019 members 
Mstep: Class 17 contains 89059 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96702 members 
Mstep: Class 20 contains 70852 members 
Mstep: Class 21 contains 36569 members 
Mstep: Class 22 contains 6084 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 3445 members 
Mstep: Class 25 contains 47854 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92827 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 19456 members 
Mstep: Class 30 contains 20703 members 
Mstep: Class 31 contains 170767 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18902 members 
Mstep: Class 35 contains 8668 members 
Mstep: Class 36 contains 8534 members 
Mstep: Class 37 contains 4226 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150938944.000000 Penalty: 135493.656250
Iteration 103Q: 40 clusters Score -1.509389e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 103068 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10587 members 
Mstep: Class 6 contains 25152 members 
Mstep: Class 7 contains 8563 members 
Mstep: Class 8 contains 48555 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23177 members 
Mstep: Class 11 contains 13273 members 
Mstep: Class 12 contains 9895 members 
Mstep: Class 13 contains 16064 members 
Mstep: Class 14 contains 181725 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 15021 members 
Mstep: Class 17 contains 89067 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96700 members 
Mstep: Class 20 contains 70851 members 
Mstep: Class 21 contains 36543 members 
Mstep: Class 22 contains 6084 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 3455 members 
Mstep: Class 25 contains 47855 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92826 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 19457 members 
Mstep: Class 30 contains 20702 members 
Mstep: Class 31 contains 170768 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18896 members 
Mstep: Class 35 contains 8672 members 
Mstep: Class 36 contains 8534 members 
Mstep: Class 37 contains 4233 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150939024.000000 Penalty: 135493.656250
Iteration 104Q: 40 clusters Score -1.50939e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 103077 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10588 members 
Mstep: Class 6 contains 25146 members 
Mstep: Class 7 contains 8565 members 
Mstep: Class 8 contains 48553 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23175 members 
Mstep: Class 11 contains 13273 members 
Mstep: Class 12 contains 9917 members 
Mstep: Class 13 contains 16056 members 
Mstep: Class 14 contains 181723 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 15022 members 
Mstep: Class 17 contains 89076 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96698 members 
Mstep: Class 20 contains 70854 members 
Mstep: Class 21 contains 36512 members 
Mstep: Class 22 contains 6082 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 3458 members 
Mstep: Class 25 contains 47860 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92835 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 19454 members 
Mstep: Class 30 contains 20702 members 
Mstep: Class 31 contains 170770 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18892 members 
Mstep: Class 35 contains 8674 members 
Mstep: Class 36 contains 8534 members 
Mstep: Class 37 contains 4235 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150939040.000000 Penalty: 135493.656250
Iteration 105Q: 40 clusters Score -1.50939e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 103087 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 5 contains 10589 members 
Mstep: Class 6 contains 25143 members 
Mstep: Class 7 contains 8570 members 
Mstep: Class 8 contains 48548 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23175 members 
Mstep: Class 11 contains 13272 members 
Mstep: Class 12 contains 9937 members 
Mstep: Class 13 contains 16053 members 
Mstep: Class 14 contains 181719 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 15023 members 
Mstep: Class 17 contains 89090 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96696 members 
Mstep: Class 20 contains 70855 members 
Mstep: Class 21 contains 36475 members 
Mstep: Class 22 contains 6081 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 3462 members 
Mstep: Class 25 contains 47871 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92838 members 
Mstep: Class 28 contains 5615 members 
Mstep: Class 29 contains 19454 members 
Mstep: Class 30 contains 20703 members 
Mstep: Class 31 contains 170767 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18882 members 
Mstep: Class 35 contains 8678 members 
Mstep: Class 36 contains 8533 members 
Mstep: Class 37 contains 4235 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150939024.000000 Penalty: 135493.656250
Iteration 106Q: 40 clusters Score -1.50939e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 103096 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 5 contains 10589 members 
Mstep: Class 6 contains 25140 members 
Mstep: Class 7 contains 8578 members 
Mstep: Class 8 contains 48545 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23177 members 
Mstep: Class 11 contains 13272 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 16049 members 
Mstep: Class 14 contains 181716 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 15023 members 
Mstep: Class 17 contains 89103 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96693 members 
Mstep: Class 20 contains 70855 members 
Mstep: Class 21 contains 36446 members 
Mstep: Class 22 contains 6081 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 3463 members 
Mstep: Class 25 contains 47877 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92840 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 19454 members 
Mstep: Class 30 contains 20706 members 
Mstep: Class 31 contains 170769 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18873 members 
Mstep: Class 35 contains 8680 members 
Mstep: Class 36 contains 8533 members 
Mstep: Class 37 contains 4231 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150938864.000000 Penalty: 135493.656250
Iteration 107Q: 40 clusters Score -1.509389e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 103105 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 5 contains 10588 members 
Mstep: Class 6 contains 25140 members 
Mstep: Class 7 contains 8581 members 
Mstep: Class 8 contains 48545 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23177 members 
Mstep: Class 11 contains 13272 members 
Mstep: Class 12 contains 9973 members 
Mstep: Class 13 contains 16033 members 
Mstep: Class 14 contains 181706 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 15023 members 
Mstep: Class 17 contains 89118 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96693 members 
Mstep: Class 20 contains 70855 members 
Mstep: Class 21 contains 36421 members 
Mstep: Class 22 contains 6083 members 
Mstep: Class 23 contains 11487 members 
Mstep: Class 24 contains 3467 members 
Mstep: Class 25 contains 47878 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92840 members 
Mstep: Class 28 contains 5609 members 
Mstep: Class 29 contains 19455 members 
Mstep: Class 30 contains 20709 members 
Mstep: Class 31 contains 170770 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18867 members 
Mstep: Class 35 contains 8683 members 
Mstep: Class 36 contains 8538 members 
Mstep: Class 37 contains 4234 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150938848.000000 Penalty: 135493.656250
Iteration 108Q: 40 clusters Score -1.509388e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 103112 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 5 contains 10588 members 
Mstep: Class 6 contains 25140 members 
Mstep: Class 7 contains 8583 members 
Mstep: Class 8 contains 48546 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23176 members 
Mstep: Class 11 contains 13273 members 
Mstep: Class 12 contains 9989 members 
Mstep: Class 13 contains 16018 members 
Mstep: Class 14 contains 181696 members 
Mstep: Class 15 contains 9284 members 
Mstep: Class 16 contains 15023 members 
Mstep: Class 17 contains 89133 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96692 members 
Mstep: Class 20 contains 70855 members 
Mstep: Class 21 contains 36400 members 
Mstep: Class 22 contains 6082 members 
Mstep: Class 23 contains 11485 members 
Mstep: Class 24 contains 3473 members 
Mstep: Class 25 contains 47881 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92847 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 19456 members 
Mstep: Class 30 contains 20709 members 
Mstep: Class 31 contains 170770 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18860 members 
Mstep: Class 35 contains 8684 members 
Mstep: Class 36 contains 8538 members 
Mstep: Class 37 contains 4241 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150938784.000000 Penalty: 135493.656250
Iteration 109Q: 40 clusters Score -1.509388e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 103119 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 5 contains 10589 members 
Mstep: Class 6 contains 25140 members 
Mstep: Class 7 contains 8584 members 
Mstep: Class 8 contains 48542 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23174 members 
Mstep: Class 11 contains 13273 members 
Mstep: Class 12 contains 9997 members 
Mstep: Class 13 contains 16006 members 
Mstep: Class 14 contains 181695 members 
Mstep: Class 15 contains 9281 members 
Mstep: Class 16 contains 15024 members 
Mstep: Class 17 contains 89139 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96692 members 
Mstep: Class 20 contains 70857 members 
Mstep: Class 21 contains 36389 members 
Mstep: Class 22 contains 6082 members 
Mstep: Class 23 contains 11485 members 
Mstep: Class 24 contains 3476 members 
Mstep: Class 25 contains 47884 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92854 members 
Mstep: Class 28 contains 5600 members 
Mstep: Class 29 contains 19454 members 
Mstep: Class 30 contains 20706 members 
Mstep: Class 31 contains 170775 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18853 members 
Mstep: Class 35 contains 8684 members 
Mstep: Class 36 contains 8538 members 
Mstep: Class 37 contains 4245 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150938720.000000 Penalty: 135493.656250
Iteration 110Q: 40 clusters Score -1.509387e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 103121 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 5 contains 10588 members 
Mstep: Class 6 contains 25138 members 
Mstep: Class 7 contains 8581 members 
Mstep: Class 8 contains 48539 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23173 members 
Mstep: Class 11 contains 13272 members 
Mstep: Class 12 contains 10006 members 
Mstep: Class 13 contains 15997 members 
Mstep: Class 14 contains 181698 members 
Mstep: Class 15 contains 9282 members 
Mstep: Class 16 contains 15025 members 
Mstep: Class 17 contains 89140 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96692 members 
Mstep: Class 20 contains 70858 members 
Mstep: Class 21 contains 36384 members 
Mstep: Class 22 contains 6082 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 3482 members 
Mstep: Class 25 contains 47892 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92861 members 
Mstep: Class 28 contains 5598 members 
Mstep: Class 29 contains 19451 members 
Mstep: Class 30 contains 20705 members 
Mstep: Class 31 contains 170777 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18846 members 
Mstep: Class 35 contains 8684 members 
Mstep: Class 36 contains 8537 members 
Mstep: Class 37 contains 4246 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150938752.000000 Penalty: 135493.656250
Iteration 111Q: 40 clusters Score -1.509388e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 103125 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10588 members 
Mstep: Class 6 contains 25134 members 
Mstep: Class 7 contains 8576 members 
Mstep: Class 8 contains 48537 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23175 members 
Mstep: Class 11 contains 13271 members 
Mstep: Class 12 contains 10017 members 
Mstep: Class 13 contains 15993 members 
Mstep: Class 14 contains 181697 members 
Mstep: Class 15 contains 9281 members 
Mstep: Class 16 contains 15027 members 
Mstep: Class 17 contains 89144 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96692 members 
Mstep: Class 20 contains 70859 members 
Mstep: Class 21 contains 36375 members 
Mstep: Class 22 contains 6083 members 
Mstep: Class 23 contains 11480 members 
Mstep: Class 24 contains 3487 members 
Mstep: Class 25 contains 47889 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92866 members 
Mstep: Class 28 contains 5597 members 
Mstep: Class 29 contains 19448 members 
Mstep: Class 30 contains 20705 members 
Mstep: Class 31 contains 170780 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18838 members 
Mstep: Class 35 contains 8686 members 
Mstep: Class 36 contains 8538 members 
Mstep: Class 37 contains 4250 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150938832.000000 Penalty: 135493.656250
Iteration 112Q: 40 clusters Score -1.509388e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 103130 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10588 members 
Mstep: Class 6 contains 25129 members 
Mstep: Class 7 contains 8576 members 
Mstep: Class 8 contains 48536 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23172 members 
Mstep: Class 11 contains 13271 members 
Mstep: Class 12 contains 10025 members 
Mstep: Class 13 contains 15988 members 
Mstep: Class 14 contains 181698 members 
Mstep: Class 15 contains 9282 members 
Mstep: Class 16 contains 15026 members 
Mstep: Class 17 contains 89151 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96692 members 
Mstep: Class 20 contains 70861 members 
Mstep: Class 21 contains 36369 members 
Mstep: Class 22 contains 6083 members 
Mstep: Class 23 contains 11478 members 
Mstep: Class 24 contains 3498 members 
Mstep: Class 25 contains 47891 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92861 members 
Mstep: Class 28 contains 5593 members 
Mstep: Class 29 contains 19448 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170779 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18836 members 
Mstep: Class 35 contains 8688 members 
Mstep: Class 36 contains 8537 members 
Mstep: Class 37 contains 4248 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150938848.000000 Penalty: 135493.656250
Iteration 113Q: 40 clusters Score -1.509388e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 103138 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10588 members 
Mstep: Class 6 contains 25127 members 
Mstep: Class 7 contains 8570 members 
Mstep: Class 8 contains 48536 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23173 members 
Mstep: Class 11 contains 13270 members 
Mstep: Class 12 contains 10032 members 
Mstep: Class 13 contains 15983 members 
Mstep: Class 14 contains 181698 members 
Mstep: Class 15 contains 9282 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 89150 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96692 members 
Mstep: Class 20 contains 70861 members 
Mstep: Class 21 contains 36360 members 
Mstep: Class 22 contains 6083 members 
Mstep: Class 23 contains 11476 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 47892 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92861 members 
Mstep: Class 28 contains 5592 members 
Mstep: Class 29 contains 19448 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170780 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18832 members 
Mstep: Class 35 contains 8688 members 
Mstep: Class 36 contains 8539 members 
Mstep: Class 37 contains 4246 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150938848.000000 Penalty: 135493.656250
Iteration 114Q: 40 clusters Score -1.509388e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 103149 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10588 members 
Mstep: Class 6 contains 25124 members 
Mstep: Class 7 contains 8575 members 
Mstep: Class 8 contains 48536 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23174 members 
Mstep: Class 11 contains 13268 members 
Mstep: Class 12 contains 10037 members 
Mstep: Class 13 contains 15974 members 
Mstep: Class 14 contains 181701 members 
Mstep: Class 15 contains 9282 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 89151 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96692 members 
Mstep: Class 20 contains 70859 members 
Mstep: Class 21 contains 36351 members 
Mstep: Class 22 contains 6083 members 
Mstep: Class 23 contains 11475 members 
Mstep: Class 24 contains 3516 members 
Mstep: Class 25 contains 47893 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92858 members 
Mstep: Class 28 contains 5591 members 
Mstep: Class 29 contains 19448 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170779 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18828 members 
Mstep: Class 35 contains 8688 members 
Mstep: Class 36 contains 8544 members 
Mstep: Class 37 contains 4243 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150938880.000000 Penalty: 135493.656250
Iteration 115Q: 40 clusters Score -1.509389e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 103156 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10588 members 
Mstep: Class 6 contains 25121 members 
Mstep: Class 7 contains 8573 members 
Mstep: Class 8 contains 48535 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23174 members 
Mstep: Class 11 contains 13269 members 
Mstep: Class 12 contains 10044 members 
Mstep: Class 13 contains 15968 members 
Mstep: Class 14 contains 181702 members 
Mstep: Class 15 contains 9282 members 
Mstep: Class 16 contains 15029 members 
Mstep: Class 17 contains 89153 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96692 members 
Mstep: Class 20 contains 70857 members 
Mstep: Class 21 contains 36347 members 
Mstep: Class 22 contains 6083 members 
Mstep: Class 23 contains 11476 members 
Mstep: Class 24 contains 3526 members 
Mstep: Class 25 contains 47892 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92857 members 
Mstep: Class 28 contains 5589 members 
Mstep: Class 29 contains 19445 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170780 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18826 members 
Mstep: Class 35 contains 8688 members 
Mstep: Class 36 contains 8545 members 
Mstep: Class 37 contains 4237 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150938784.000000 Penalty: 135493.656250
Iteration 116Q: 40 clusters Score -1.509388e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 103161 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10589 members 
Mstep: Class 6 contains 25117 members 
Mstep: Class 7 contains 8568 members 
Mstep: Class 8 contains 48534 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23175 members 
Mstep: Class 11 contains 13267 members 
Mstep: Class 12 contains 10050 members 
Mstep: Class 13 contains 15966 members 
Mstep: Class 14 contains 181702 members 
Mstep: Class 15 contains 9280 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89156 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96692 members 
Mstep: Class 20 contains 70856 members 
Mstep: Class 21 contains 36342 members 
Mstep: Class 22 contains 6085 members 
Mstep: Class 23 contains 11475 members 
Mstep: Class 24 contains 3536 members 
Mstep: Class 25 contains 47892 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92860 members 
Mstep: Class 28 contains 5589 members 
Mstep: Class 29 contains 19445 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170779 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18822 members 
Mstep: Class 35 contains 8688 members 
Mstep: Class 36 contains 8544 members 
Mstep: Class 37 contains 4233 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150938784.000000 Penalty: 135493.656250
Iteration 117Q: 40 clusters Score -1.509388e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 103169 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 8563 members 
Mstep: Class 8 contains 48535 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23178 members 
Mstep: Class 11 contains 13266 members 
Mstep: Class 12 contains 10058 members 
Mstep: Class 13 contains 15958 members 
Mstep: Class 14 contains 181702 members 
Mstep: Class 15 contains 9277 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89156 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96692 members 
Mstep: Class 20 contains 70855 members 
Mstep: Class 21 contains 36339 members 
Mstep: Class 22 contains 6086 members 
Mstep: Class 23 contains 11475 members 
Mstep: Class 24 contains 3549 members 
Mstep: Class 25 contains 47891 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92855 members 
Mstep: Class 28 contains 5589 members 
Mstep: Class 29 contains 19444 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170778 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18819 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8548 members 
Mstep: Class 37 contains 4226 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150938800.000000 Penalty: 135493.656250
Iteration 118Q: 40 clusters Score -1.509388e+08 nChanged 78
Entering ConstructFrom: 
Score: -150938800.000000 Penalty: 135493.656250
Entering ConstructFrom: 
Trying to split cluster 1 (23549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Entering Unmasked Estep 
Score: -2868187.500000 Penalty: 2496.575928
	Iteration 0F: 2 clusters Score -2868188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2851796.500000 Penalty: 4993.151855
	Iteration 0F: 3 clusters Score -2851796 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2857454.250000 Penalty: 4993.151855
	Iteration 1F: 3 clusters Score -2857454 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2858093.250000 Penalty: 4993.151855
	Iteration 2F: 3 clusters Score -2858093 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2858934.500000 Penalty: 4993.151855
	Iteration 3F: 3 clusters Score -2858934 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2859917.750000 Penalty: 4993.151855
	Iteration 4F: 3 clusters Score -2859918 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2861099.000000 Penalty: 4993.151855
	Iteration 5F: 3 clusters Score -2861099 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2862362.500000 Penalty: 4993.151855
	Iteration 6F: 3 clusters Score -2862362 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2863481.250000 Penalty: 4993.151855
	Iteration 7F: 3 clusters Score -2863481 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2864255.000000 Penalty: 4993.151855
	Iteration 8Q: 3 clusters Score -2864255 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2864865.750000 Penalty: 4993.151855
	Iteration 9Q: 3 clusters Score -2864866 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2865327.250000 Penalty: 4993.151855
	Iteration 10Q: 3 clusters Score -2865327 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2865708.500000 Penalty: 4993.151855
	Iteration 11Q: 3 clusters Score -2865708 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2866017.000000 Penalty: 4993.151855
	Iteration 12Q: 3 clusters Score -2866017 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2866225.750000 Penalty: 4993.151855
	Iteration 13Q: 3 clusters Score -2866226 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2866337.000000 Penalty: 4993.151855
	Iteration 14Q: 3 clusters Score -2866337 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2866429.500000 Penalty: 4993.151855
	Iteration 15Q: 3 clusters Score -2866430 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2866488.000000 Penalty: 4993.151855
	Iteration 16Q: 3 clusters Score -2866488 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2866514.000000 Penalty: 4993.151855
	Iteration 17Q: 3 clusters Score -2866514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2866542.250000 Penalty: 4993.151855
	Iteration 18Q: 3 clusters Score -2866542 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2866558.500000 Penalty: 4993.151855
	Iteration 19Q: 3 clusters Score -2866558 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2866582.750000 Penalty: 4993.151855
	Iteration 20F: 3 clusters Score -2866583 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2866599.250000 Penalty: 4993.151855
	Iteration 21Q: 3 clusters Score -2866599 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2866624.000000 Penalty: 4993.151855
	Iteration 22Q: 3 clusters Score -2866624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2866632.750000 Penalty: 4993.151855
	Iteration 23Q: 3 clusters Score -2866633 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2866646.750000 Penalty: 4993.151855
	Iteration 24Q: 3 clusters Score -2866647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2866650.500000 Penalty: 4993.151855
	Iteration 25Q: 3 clusters Score -2866650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2866664.500000 Penalty: 4993.151855
	Iteration 26Q: 3 clusters Score -2866664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2866671.250000 Penalty: 4993.151855
	Iteration 27Q: 3 clusters Score -2866671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2866678.750000 Penalty: 4993.151855
	Iteration 28Q: 3 clusters Score -2866679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2866690.250000 Penalty: 4993.151855
	Iteration 29Q: 3 clusters Score -2866690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2866700.000000 Penalty: 4993.151855
	Iteration 30Q: 3 clusters Score -2866700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2866702.750000 Penalty: 4993.151855
	Iteration 31Q: 3 clusters Score -2866703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2866714.500000 Penalty: 4993.151855
	Iteration 32Q: 3 clusters Score -2866714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2866712.250000 Penalty: 4993.151855
	Iteration 33Q: 3 clusters Score -2866712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2866718.250000 Penalty: 4993.151855
	Iteration 34Q: 3 clusters Score -2866718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2866718.250000 Penalty: 4993.151855
	Iteration 35Q: 3 clusters Score -2866718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2866717.250000 Penalty: 4993.151855
	Iteration 36Q: 3 clusters Score -2866717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2866724.000000 Penalty: 4993.151855
	Iteration 37Q: 3 clusters Score -2866724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2866731.500000 Penalty: 4993.151855
	Iteration 38Q: 3 clusters Score -2866732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2866733.000000 Penalty: 4993.151855
	Iteration 39Q: 3 clusters Score -2866733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2866733.500000 Penalty: 4993.151855
	Iteration 40F: 3 clusters Score -2866734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2866740.500000 Penalty: 4993.151855
	Iteration 41Q: 3 clusters Score -2866740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2866741.750000 Penalty: 4993.151855
	Iteration 42Q: 3 clusters Score -2866742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2866746.000000 Penalty: 4993.151855
	Iteration 43Q: 3 clusters Score -2866746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2866748.250000 Penalty: 4993.151855
	Iteration 44Q: 3 clusters Score -2866748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2866752.750000 Penalty: 4993.151855
	Iteration 45Q: 3 clusters Score -2866753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2866755.750000 Penalty: 4993.151855
	Iteration 46Q: 3 clusters Score -2866756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2866755.750000 Penalty: 4993.151855
	Iteration 47Q: 3 clusters Score -2866756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2866760.000000 Penalty: 4993.151855
	Iteration 48Q: 3 clusters Score -2866760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2866762.500000 Penalty: 4993.151855
	Iteration 49Q: 3 clusters Score -2866762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2866761.500000 Penalty: 4993.151855
	Iteration 50Q: 3 clusters Score -2866762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2866766.250000 Penalty: 4993.151855
	Iteration 51Q: 3 clusters Score -2866766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2866764.250000 Penalty: 4993.151855
	Iteration 52Q: 3 clusters Score -2866764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2866771.000000 Penalty: 4993.151855
	Iteration 53Q: 3 clusters Score -2866771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2866779.500000 Penalty: 4993.151855
	Iteration 54Q: 3 clusters Score -2866780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2866780.250000 Penalty: 4993.151855
	Iteration 55Q: 3 clusters Score -2866780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2866780.250000 Penalty: 4993.151855
	Iteration 56F: 3 clusters Score -2866780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103172 members 
Entering Unmasked Estep 
Score: -13278583.000000 Penalty: 2862.949951
	Iteration 0F: 2 clusters Score -1.327858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -13209551.000000 Penalty: 5725.899902
	Iteration 0F: 3 clusters Score -1.320955e+07 nChanged 49184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50011 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -13237668.000000 Penalty: 5725.899902
	Iteration 1F: 3 clusters Score -1.323767e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -13238619.000000 Penalty: 5725.899902
	Iteration 2Q: 3 clusters Score -1.323862e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -13239728.000000 Penalty: 5725.899902
	Iteration 3Q: 3 clusters Score -1.323973e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 57228 members 
Entering Unmasked Estep 
Score: -13241371.000000 Penalty: 5725.899902
	Iteration 4Q: 3 clusters Score -1.324137e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
Score: -13243478.000000 Penalty: 5725.899902
	Iteration 5Q: 3 clusters Score -1.324348e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -13246147.000000 Penalty: 5725.899902
	Iteration 6Q: 3 clusters Score -1.324615e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 66440 members 
Entering Unmasked Estep 
Score: -13249808.000000 Penalty: 5725.899902
	Iteration 7F: 3 clusters Score -1.324981e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -13254000.000000 Penalty: 5725.899902
	Iteration 8F: 3 clusters Score -1.3254e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 75155 members 
Entering Unmasked Estep 
Score: -13258168.000000 Penalty: 5725.899902
	Iteration 9F: 3 clusters Score -1.325817e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 79505 members 
Entering Unmasked Estep 
Score: -13262409.000000 Penalty: 5725.899902
	Iteration 10F: 3 clusters Score -1.326241e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 83200 members 
Entering Unmasked Estep 
Score: -13265874.000000 Penalty: 5725.899902
	Iteration 11Q: 3 clusters Score -1.326587e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 86254 members 
Entering Unmasked Estep 
Score: -13268522.000000 Penalty: 5725.899902
	Iteration 12Q: 3 clusters Score -1.326852e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 88722 members 
Entering Unmasked Estep 
Score: -13270410.000000 Penalty: 5725.899902
	Iteration 13Q: 3 clusters Score -1.327041e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 90692 members 
Entering Unmasked Estep 
Score: -13271754.000000 Penalty: 5725.899902
	Iteration 14Q: 3 clusters Score -1.327175e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 92337 members 
Entering Unmasked Estep 
Score: -13272764.000000 Penalty: 5725.899902
	Iteration 15Q: 3 clusters Score -1.327276e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 93701 members 
Entering Unmasked Estep 
Score: -13273577.000000 Penalty: 5725.899902
	Iteration 16Q: 3 clusters Score -1.327358e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 94811 members 
Entering Unmasked Estep 
Score: -13274077.000000 Penalty: 5725.899902
	Iteration 17Q: 3 clusters Score -1.327408e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 95682 members 
Entering Unmasked Estep 
Score: -13274515.000000 Penalty: 5725.899902
	Iteration 18Q: 3 clusters Score -1.327452e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 96448 members 
Entering Unmasked Estep 
Score: -13274823.000000 Penalty: 5725.899902
	Iteration 19Q: 3 clusters Score -1.327482e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 97098 members 
Entering Unmasked Estep 
Score: -13275123.000000 Penalty: 5725.899902
	Iteration 20F: 3 clusters Score -1.327512e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 97654 members 
Entering Unmasked Estep 
Score: -13275355.000000 Penalty: 5725.899902
	Iteration 21Q: 3 clusters Score -1.327536e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 98128 members 
Entering Unmasked Estep 
Score: -13275533.000000 Penalty: 5725.899902
	Iteration 22Q: 3 clusters Score -1.327553e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -13275701.000000 Penalty: 5725.899902
	Iteration 23Q: 3 clusters Score -1.32757e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 98846 members 
Entering Unmasked Estep 
Score: -13275809.000000 Penalty: 5725.899902
	Iteration 24Q: 3 clusters Score -1.327581e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 99139 members 
Entering Unmasked Estep 
Score: -13275914.000000 Penalty: 5725.899902
	Iteration 25Q: 3 clusters Score -1.327591e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 99375 members 
Entering Unmasked Estep 
Score: -13275989.000000 Penalty: 5725.899902
	Iteration 26Q: 3 clusters Score -1.327599e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 99556 members 
Entering Unmasked Estep 
Score: -13276020.000000 Penalty: 5725.899902
	Iteration 27Q: 3 clusters Score -1.327602e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 99714 members 
Entering Unmasked Estep 
Score: -13276026.000000 Penalty: 5725.899902
	Iteration 28Q: 3 clusters Score -1.327603e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 99842 members 
Entering Unmasked Estep 
Score: -13276055.000000 Penalty: 5725.899902
	Iteration 29Q: 3 clusters Score -1.327606e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 99965 members 
Entering Unmasked Estep 
Score: -13276123.000000 Penalty: 5725.899902
	Iteration 30Q: 3 clusters Score -1.327612e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 100056 members 
Entering Unmasked Estep 
Score: -13276133.000000 Penalty: 5725.899902
	Iteration 31Q: 3 clusters Score -1.327613e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 100142 members 
Entering Unmasked Estep 
Score: -13276154.000000 Penalty: 5725.899902
	Iteration 32Q: 3 clusters Score -1.327615e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 100225 members 
Entering Unmasked Estep 
Score: -13276180.000000 Penalty: 5725.899902
	Iteration 33Q: 3 clusters Score -1.327618e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 100296 members 
Entering Unmasked Estep 
Score: -13276209.000000 Penalty: 5725.899902
	Iteration 34Q: 3 clusters Score -1.327621e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -13276227.000000 Penalty: 5725.899902
	Iteration 35Q: 3 clusters Score -1.327623e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 100404 members 
Entering Unmasked Estep 
Score: -13276238.000000 Penalty: 5725.899902
	Iteration 36Q: 3 clusters Score -1.327624e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 100463 members 
Entering Unmasked Estep 
Score: -13276261.000000 Penalty: 5725.899902
	Iteration 37Q: 3 clusters Score -1.327626e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 100524 members 
Entering Unmasked Estep 
Score: -13276281.000000 Penalty: 5725.899902
	Iteration 38Q: 3 clusters Score -1.327628e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 100569 members 
Entering Unmasked Estep 
Score: -13276299.000000 Penalty: 5725.899902
	Iteration 39Q: 3 clusters Score -1.32763e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 100615 members 
Entering Unmasked Estep 
Score: -13276315.000000 Penalty: 5725.899902
	Iteration 40F: 3 clusters Score -1.327632e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -13276321.000000 Penalty: 5725.899902
	Iteration 41Q: 3 clusters Score -1.327632e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 100678 members 
Entering Unmasked Estep 
Score: -13276324.000000 Penalty: 5725.899902
	Iteration 42Q: 3 clusters Score -1.327632e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 100713 members 
Entering Unmasked Estep 
Score: -13276345.000000 Penalty: 5725.899902
	Iteration 43Q: 3 clusters Score -1.327634e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 100737 members 
Entering Unmasked Estep 
Score: -13276352.000000 Penalty: 5725.899902
	Iteration 44Q: 3 clusters Score -1.327635e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 100769 members 
Entering Unmasked Estep 
Score: -13276362.000000 Penalty: 5725.899902
	Iteration 45Q: 3 clusters Score -1.327636e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 100789 members 
Entering Unmasked Estep 
Score: -13276375.000000 Penalty: 5725.899902
	Iteration 46Q: 3 clusters Score -1.327638e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 100805 members 
Entering Unmasked Estep 
Score: -13276374.000000 Penalty: 5725.899902
	Iteration 47Q: 3 clusters Score -1.327637e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 100821 members 
Entering Unmasked Estep 
Score: -13276387.000000 Penalty: 5725.899902
	Iteration 48Q: 3 clusters Score -1.327639e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 100845 members 
Entering Unmasked Estep 
Score: -13276403.000000 Penalty: 5725.899902
	Iteration 49Q: 3 clusters Score -1.32764e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 100862 members 
Entering Unmasked Estep 
Score: -13276410.000000 Penalty: 5725.899902
	Iteration 50Q: 3 clusters Score -1.327641e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 100881 members 
Entering Unmasked Estep 
Score: -13276422.000000 Penalty: 5725.899902
	Iteration 51Q: 3 clusters Score -1.327642e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 100900 members 
Entering Unmasked Estep 
Score: -13276434.000000 Penalty: 5725.899902
	Iteration 52Q: 3 clusters Score -1.327643e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 100919 members 
Entering Unmasked Estep 
Score: -13276445.000000 Penalty: 5725.899902
	Iteration 53Q: 3 clusters Score -1.327644e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 100932 members 
Entering Unmasked Estep 
Score: -13276437.000000 Penalty: 5725.899902
	Iteration 54Q: 3 clusters Score -1.327644e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 100954 members 
Entering Unmasked Estep 
Score: -13276448.000000 Penalty: 5725.899902
	Iteration 55Q: 3 clusters Score -1.327645e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 100979 members 
Entering Unmasked Estep 
Score: -13276451.000000 Penalty: 5725.899902
	Iteration 56Q: 3 clusters Score -1.327645e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 100994 members 
Entering Unmasked Estep 
Score: -13276450.000000 Penalty: 5725.899902
	Iteration 57Q: 3 clusters Score -1.327645e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 101009 members 
Entering Unmasked Estep 
Score: -13276448.000000 Penalty: 5725.899902
	Iteration 58Q: 3 clusters Score -1.327645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 101015 members 
Entering Unmasked Estep 
Score: -13276472.000000 Penalty: 5725.899902
	Iteration 59Q: 3 clusters Score -1.327647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 101017 members 
Entering Unmasked Estep 
Score: -13276466.000000 Penalty: 5725.899902
	Iteration 60F: 3 clusters Score -1.327647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 101022 members 
Entering Unmasked Estep 
Score: -13276467.000000 Penalty: 5725.899902
	Iteration 61Q: 3 clusters Score -1.327647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 101030 members 
Entering Unmasked Estep 
Score: -13276474.000000 Penalty: 5725.899902
	Iteration 62Q: 3 clusters Score -1.327647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 101035 members 
Entering Unmasked Estep 
Score: -13276481.000000 Penalty: 5725.899902
	Iteration 63Q: 3 clusters Score -1.327648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 101041 members 
Entering Unmasked Estep 
Score: -13276483.000000 Penalty: 5725.899902
	Iteration 64Q: 3 clusters Score -1.327648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 101051 members 
Entering Unmasked Estep 
Score: -13276488.000000 Penalty: 5725.899902
	Iteration 65Q: 3 clusters Score -1.327649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 101064 members 
Entering Unmasked Estep 
Score: -13276474.000000 Penalty: 5725.899902
	Iteration 66Q: 3 clusters Score -1.327647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 101079 members 
Entering Unmasked Estep 
Score: -13276480.000000 Penalty: 5725.899902
	Iteration 67Q: 3 clusters Score -1.327648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 101083 members 
Entering Unmasked Estep 
Score: -13276480.000000 Penalty: 5725.899902
	Iteration 68Q: 3 clusters Score -1.327648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 101085 members 
Entering Unmasked Estep 
Score: -13276474.000000 Penalty: 5725.899902
	Iteration 69Q: 3 clusters Score -1.327647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 101087 members 
Entering Unmasked Estep 
Score: -13276478.000000 Penalty: 5725.899902
	Iteration 70Q: 3 clusters Score -1.327648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 101090 members 
Entering Unmasked Estep 
Score: -13276476.000000 Penalty: 5725.899902
	Iteration 71Q: 3 clusters Score -1.327648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 101092 members 
Entering Unmasked Estep 
Score: -13276480.000000 Penalty: 5725.899902
	Iteration 72Q: 3 clusters Score -1.327648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 101092 members 
Entering Unmasked Estep 
Score: -13276483.000000 Penalty: 5725.899902
	Iteration 73Q: 3 clusters Score -1.327648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 101092 members 
Entering Unmasked Estep 
Score: -13276483.000000 Penalty: 5725.899902
	Iteration 74F: 3 clusters Score -1.327648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Entering Unmasked Estep 
Score: -247162.781250 Penalty: 1890.299316
	Iteration 0F: 2 clusters Score -247162.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -244515.421875 Penalty: 3780.598633
	Iteration 0F: 3 clusters Score -244515.4 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -245033.453125 Penalty: 3780.598633
	Iteration 1F: 3 clusters Score -245033.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -245173.281250 Penalty: 3780.598633
	Iteration 2F: 3 clusters Score -245173.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -245253.812500 Penalty: 3780.598633
	Iteration 3Q: 3 clusters Score -245253.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -245307.484375 Penalty: 3780.598633
	Iteration 4Q: 3 clusters Score -245307.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -245354.343750 Penalty: 3780.598633
	Iteration 5Q: 3 clusters Score -245354.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -245386.000000 Penalty: 3780.598633
	Iteration 6Q: 3 clusters Score -245386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -245412.343750 Penalty: 3780.598633
	Iteration 7Q: 3 clusters Score -245412.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -245436.015625 Penalty: 3780.598633
	Iteration 8Q: 3 clusters Score -245436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -245455.578125 Penalty: 3780.598633
	Iteration 9Q: 3 clusters Score -245455.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -245487.171875 Penalty: 3780.598633
	Iteration 10Q: 3 clusters Score -245487.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -245522.843750 Penalty: 3780.598633
	Iteration 11Q: 3 clusters Score -245522.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -245544.843750 Penalty: 3780.598633
	Iteration 12Q: 3 clusters Score -245544.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -245564.468750 Penalty: 3780.598633
	Iteration 13Q: 3 clusters Score -245564.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -245577.734375 Penalty: 3780.598633
	Iteration 14Q: 3 clusters Score -245577.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -245587.765625 Penalty: 3780.598633
	Iteration 15Q: 3 clusters Score -245587.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -245595.468750 Penalty: 3780.598633
	Iteration 16Q: 3 clusters Score -245595.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -245601.328125 Penalty: 3780.598633
	Iteration 17Q: 3 clusters Score -245601.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -245606.421875 Penalty: 3780.598633
	Iteration 18Q: 3 clusters Score -245606.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -245609.734375 Penalty: 3780.598633
	Iteration 19Q: 3 clusters Score -245609.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -245611.640625 Penalty: 3780.598633
	Iteration 20F: 3 clusters Score -245611.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -245615.593750 Penalty: 3780.598633
	Iteration 21Q: 3 clusters Score -245615.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -245617.453125 Penalty: 3780.598633
	Iteration 22Q: 3 clusters Score -245617.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -245618.421875 Penalty: 3780.598633
	Iteration 23Q: 3 clusters Score -245618.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -245619.796875 Penalty: 3780.598633
	Iteration 24Q: 3 clusters Score -245619.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -245619.859375 Penalty: 3780.598633
	Iteration 25Q: 3 clusters Score -245619.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -245619.859375 Penalty: 3780.598633
	Iteration 26F: 3 clusters Score -245619.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Entering Unmasked Estep 
Score: -580206.562500 Penalty: 2085.582764
	Iteration 0F: 2 clusters Score -580206.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -575999.812500 Penalty: 4171.165527
	Iteration 0F: 3 clusters Score -575999.8 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -576925.062500 Penalty: 4171.165527
	Iteration 1F: 3 clusters Score -576925.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -577151.875000 Penalty: 4171.165527
	Iteration 2F: 3 clusters Score -577151.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -577302.937500 Penalty: 4171.165527
	Iteration 3F: 3 clusters Score -577302.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -577428.125000 Penalty: 4171.165527
	Iteration 4Q: 3 clusters Score -577428.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -577550.562500 Penalty: 4171.165527
	Iteration 5Q: 3 clusters Score -577550.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -577675.312500 Penalty: 4171.165527
	Iteration 6Q: 3 clusters Score -577675.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -577792.500000 Penalty: 4171.165527
	Iteration 7Q: 3 clusters Score -577792.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -577895.812500 Penalty: 4171.165527
	Iteration 8Q: 3 clusters Score -577895.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -577995.312500 Penalty: 4171.165527
	Iteration 9Q: 3 clusters Score -577995.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -578095.125000 Penalty: 4171.165527
	Iteration 10Q: 3 clusters Score -578095.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -578164.000000 Penalty: 4171.165527
	Iteration 11Q: 3 clusters Score -578164 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -578225.187500 Penalty: 4171.165527
	Iteration 12Q: 3 clusters Score -578225.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -578280.187500 Penalty: 4171.165527
	Iteration 13Q: 3 clusters Score -578280.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -578335.187500 Penalty: 4171.165527
	Iteration 14Q: 3 clusters Score -578335.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -578397.875000 Penalty: 4171.165527
	Iteration 15Q: 3 clusters Score -578397.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -578445.875000 Penalty: 4171.165527
	Iteration 16Q: 3 clusters Score -578445.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -578487.937500 Penalty: 4171.165527
	Iteration 17Q: 3 clusters Score -578487.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -578517.500000 Penalty: 4171.165527
	Iteration 18Q: 3 clusters Score -578517.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -578536.125000 Penalty: 4171.165527
	Iteration 19Q: 3 clusters Score -578536.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -578548.625000 Penalty: 4171.165527
	Iteration 20F: 3 clusters Score -578548.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -578557.625000 Penalty: 4171.165527
	Iteration 21Q: 3 clusters Score -578557.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -578566.875000 Penalty: 4171.165527
	Iteration 22Q: 3 clusters Score -578566.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -578569.437500 Penalty: 4171.165527
	Iteration 23Q: 3 clusters Score -578569.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -578571.125000 Penalty: 4171.165527
	Iteration 24Q: 3 clusters Score -578571.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -578573.312500 Penalty: 4171.165527
	Iteration 25Q: 3 clusters Score -578573.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -578573.500000 Penalty: 4171.165527
	Iteration 26Q: 3 clusters Score -578573.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -578573.562500 Penalty: 4171.165527
	Iteration 27Q: 3 clusters Score -578573.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -578573.250000 Penalty: 4171.165527
	Iteration 28Q: 3 clusters Score -578573.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -578574.562500 Penalty: 4171.165527
	Iteration 29Q: 3 clusters Score -578574.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -578574.562500 Penalty: 4171.165527
	Iteration 30F: 3 clusters Score -578574.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Entering Unmasked Estep 
Score: -1288668.375000 Penalty: 2298.404541
	Iteration 0F: 2 clusters Score -1288668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1280668.250000 Penalty: 4596.809082
	Iteration 0F: 3 clusters Score -1280668 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1282917.875000 Penalty: 4596.809082
	Iteration 1F: 3 clusters Score -1282918 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1283222.375000 Penalty: 4596.809082
	Iteration 2F: 3 clusters Score -1283222 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1283453.250000 Penalty: 4596.809082
	Iteration 3F: 3 clusters Score -1283453 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1283642.375000 Penalty: 4596.809082
	Iteration 4Q: 3 clusters Score -1283642 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1283821.125000 Penalty: 4596.809082
	Iteration 5Q: 3 clusters Score -1283821 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1284019.250000 Penalty: 4596.809082
	Iteration 6Q: 3 clusters Score -1284019 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1284212.125000 Penalty: 4596.809082
	Iteration 7Q: 3 clusters Score -1284212 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1284397.875000 Penalty: 4596.809082
	Iteration 8Q: 3 clusters Score -1284398 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1284580.000000 Penalty: 4596.809082
	Iteration 9Q: 3 clusters Score -1284580 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1284762.750000 Penalty: 4596.809082
	Iteration 10Q: 3 clusters Score -1284763 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1284948.875000 Penalty: 4596.809082
	Iteration 11Q: 3 clusters Score -1284949 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1285134.625000 Penalty: 4596.809082
	Iteration 12Q: 3 clusters Score -1285135 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1285328.250000 Penalty: 4596.809082
	Iteration 13Q: 3 clusters Score -1285328 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1285505.125000 Penalty: 4596.809082
	Iteration 14Q: 3 clusters Score -1285505 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1285663.125000 Penalty: 4596.809082
	Iteration 15Q: 3 clusters Score -1285663 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1285853.750000 Penalty: 4596.809082
	Iteration 16Q: 3 clusters Score -1285854 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1286040.250000 Penalty: 4596.809082
	Iteration 17Q: 3 clusters Score -1286040 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1286216.625000 Penalty: 4596.809082
	Iteration 18Q: 3 clusters Score -1286217 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1286370.625000 Penalty: 4596.809082
	Iteration 19Q: 3 clusters Score -1286371 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1286517.125000 Penalty: 4596.809082
	Iteration 20F: 3 clusters Score -1286517 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1286651.625000 Penalty: 4596.809082
	Iteration 21Q: 3 clusters Score -1286652 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1286783.375000 Penalty: 4596.809082
	Iteration 22Q: 3 clusters Score -1286783 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1286928.625000 Penalty: 4596.809082
	Iteration 23Q: 3 clusters Score -1286929 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1287039.500000 Penalty: 4596.809082
	Iteration 24Q: 3 clusters Score -1287040 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1287157.125000 Penalty: 4596.809082
	Iteration 25Q: 3 clusters Score -1287157 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1287251.625000 Penalty: 4596.809082
	Iteration 26Q: 3 clusters Score -1287252 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1287339.125000 Penalty: 4596.809082
	Iteration 27Q: 3 clusters Score -1287339 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1287398.875000 Penalty: 4596.809082
	Iteration 28Q: 3 clusters Score -1287399 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1287437.250000 Penalty: 4596.809082
	Iteration 29Q: 3 clusters Score -1287437 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1287457.375000 Penalty: 4596.809082
	Iteration 30Q: 3 clusters Score -1287457 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1287472.750000 Penalty: 4596.809082
	Iteration 31Q: 3 clusters Score -1287473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1287482.625000 Penalty: 4596.809082
	Iteration 32Q: 3 clusters Score -1287483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1287492.500000 Penalty: 4596.809082
	Iteration 33Q: 3 clusters Score -1287492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1287498.625000 Penalty: 4596.809082
	Iteration 34Q: 3 clusters Score -1287499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1287503.125000 Penalty: 4596.809082
	Iteration 35Q: 3 clusters Score -1287503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1287506.375000 Penalty: 4596.809082
	Iteration 36Q: 3 clusters Score -1287506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1287508.125000 Penalty: 4596.809082
	Iteration 37Q: 3 clusters Score -1287508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1287509.875000 Penalty: 4596.809082
	Iteration 38Q: 3 clusters Score -1287510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1287509.500000 Penalty: 4596.809082
	Iteration 39Q: 3 clusters Score -1287510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1287509.500000 Penalty: 4596.809082
	Iteration 40F: 3 clusters Score -1287510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Entering Unmasked Estep 
Score: -3166459.000000 Penalty: 2512.483398
	Iteration 0F: 2 clusters Score -3166459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -3149063.500000 Penalty: 5024.966797
	Iteration 0F: 3 clusters Score -3149064 nChanged 11104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3154968.250000 Penalty: 5024.966797
	Iteration 1F: 3 clusters Score -3154968 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3155521.000000 Penalty: 5024.966797
	Iteration 2Q: 3 clusters Score -3155521 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -3156243.250000 Penalty: 5024.966797
	Iteration 3F: 3 clusters Score -3156243 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3157193.750000 Penalty: 5024.966797
	Iteration 4F: 3 clusters Score -3157194 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -3158306.250000 Penalty: 5024.966797
	Iteration 5F: 3 clusters Score -3158306 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3159493.000000 Penalty: 5024.966797
	Iteration 6F: 3 clusters Score -3159493 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3160706.250000 Penalty: 5024.966797
	Iteration 7F: 3 clusters Score -3160706 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -3161835.250000 Penalty: 5024.966797
	Iteration 8F: 3 clusters Score -3161835 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -3162714.750000 Penalty: 5024.966797
	Iteration 9F: 3 clusters Score -3162715 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3163433.750000 Penalty: 5024.966797
	Iteration 10Q: 3 clusters Score -3163434 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -3164036.750000 Penalty: 5024.966797
	Iteration 11Q: 3 clusters Score -3164037 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3164660.000000 Penalty: 5024.966797
	Iteration 12Q: 3 clusters Score -3164660 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3165218.250000 Penalty: 5024.966797
	Iteration 13Q: 3 clusters Score -3165218 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3165597.000000 Penalty: 5024.966797
	Iteration 14Q: 3 clusters Score -3165597 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3165843.500000 Penalty: 5024.966797
	Iteration 15Q: 3 clusters Score -3165844 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3165981.500000 Penalty: 5024.966797
	Iteration 16Q: 3 clusters Score -3165982 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3166053.750000 Penalty: 5024.966797
	Iteration 17Q: 3 clusters Score -3166054 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3166111.250000 Penalty: 5024.966797
	Iteration 18Q: 3 clusters Score -3166111 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3166140.500000 Penalty: 5024.966797
	Iteration 19Q: 3 clusters Score -3166140 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3166166.750000 Penalty: 5024.966797
	Iteration 20F: 3 clusters Score -3166167 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3166183.500000 Penalty: 5024.966797
	Iteration 21Q: 3 clusters Score -3166184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3166197.000000 Penalty: 5024.966797
	Iteration 22Q: 3 clusters Score -3166197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3166197.500000 Penalty: 5024.966797
	Iteration 23Q: 3 clusters Score -3166198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3166200.250000 Penalty: 5024.966797
	Iteration 24Q: 3 clusters Score -3166200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3166214.750000 Penalty: 5024.966797
	Iteration 25Q: 3 clusters Score -3166215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3166225.000000 Penalty: 5024.966797
	Iteration 26Q: 3 clusters Score -3166225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3166235.000000 Penalty: 5024.966797
	Iteration 27Q: 3 clusters Score -3166235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3166230.750000 Penalty: 5024.966797
	Iteration 28Q: 3 clusters Score -3166231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3166231.250000 Penalty: 5024.966797
	Iteration 29Q: 3 clusters Score -3166231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3166231.750000 Penalty: 5024.966797
	Iteration 30Q: 3 clusters Score -3166232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3166235.000000 Penalty: 5024.966797
	Iteration 31Q: 3 clusters Score -3166235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3166236.250000 Penalty: 5024.966797
	Iteration 32Q: 3 clusters Score -3166236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3166234.250000 Penalty: 5024.966797
	Iteration 33Q: 3 clusters Score -3166234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3166234.250000 Penalty: 5024.966797
	Iteration 34F: 3 clusters Score -3166234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Entering Unmasked Estep 
Score: -960504.937500 Penalty: 2245.691162
	Iteration 0F: 2 clusters Score -960504.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -953807.687500 Penalty: 4491.382324
	Iteration 0F: 3 clusters Score -953807.7 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -956039.250000 Penalty: 4491.382324
	Iteration 1F: 3 clusters Score -956039.2 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -956958.125000 Penalty: 4491.382324
	Iteration 2F: 3 clusters Score -956958.1 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -957783.000000 Penalty: 4491.382324
	Iteration 3F: 3 clusters Score -957783 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -958599.687500 Penalty: 4491.382324
	Iteration 4F: 3 clusters Score -958599.7 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -959306.375000 Penalty: 4491.382324
	Iteration 5F: 3 clusters Score -959306.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -959902.125000 Penalty: 4491.382324
	Iteration 6F: 3 clusters Score -959902.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -960259.375000 Penalty: 4491.382324
	Iteration 7Q: 3 clusters Score -960259.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -960444.250000 Penalty: 4491.382324
	Iteration 8Q: 3 clusters Score -960444.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -960553.000000 Penalty: 4491.382324
	Iteration 9Q: 3 clusters Score -960553 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -960639.312500 Penalty: 4491.382324
	Iteration 10Q: 3 clusters Score -960639.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -960712.500000 Penalty: 4491.382324
	Iteration 11Q: 3 clusters Score -960712.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -960784.500000 Penalty: 4491.382324
	Iteration 12Q: 3 clusters Score -960784.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -960850.312500 Penalty: 4491.382324
	Iteration 13Q: 3 clusters Score -960850.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -960895.375000 Penalty: 4491.382324
	Iteration 14Q: 3 clusters Score -960895.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -960917.625000 Penalty: 4491.382324
	Iteration 15Q: 3 clusters Score -960917.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -960941.625000 Penalty: 4491.382324
	Iteration 16Q: 3 clusters Score -960941.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -960959.875000 Penalty: 4491.382324
	Iteration 17Q: 3 clusters Score -960959.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -960976.500000 Penalty: 4491.382324
	Iteration 18Q: 3 clusters Score -960976.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -960993.437500 Penalty: 4491.382324
	Iteration 19Q: 3 clusters Score -960993.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -961007.687500 Penalty: 4491.382324
	Iteration 20F: 3 clusters Score -961007.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -961020.437500 Penalty: 4491.382324
	Iteration 21Q: 3 clusters Score -961020.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -961037.000000 Penalty: 4491.382324
	Iteration 22Q: 3 clusters Score -961037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -961055.875000 Penalty: 4491.382324
	Iteration 23Q: 3 clusters Score -961055.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -961072.187500 Penalty: 4491.382324
	Iteration 24Q: 3 clusters Score -961072.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -961089.437500 Penalty: 4491.382324
	Iteration 25Q: 3 clusters Score -961089.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -961105.875000 Penalty: 4491.382324
	Iteration 26Q: 3 clusters Score -961105.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -961124.250000 Penalty: 4491.382324
	Iteration 27Q: 3 clusters Score -961124.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -961130.812500 Penalty: 4491.382324
	Iteration 28Q: 3 clusters Score -961130.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -961140.875000 Penalty: 4491.382324
	Iteration 29Q: 3 clusters Score -961140.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -961142.500000 Penalty: 4491.382324
	Iteration 30Q: 3 clusters Score -961142.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -961146.750000 Penalty: 4491.382324
	Iteration 31Q: 3 clusters Score -961146.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -961148.250000 Penalty: 4491.382324
	Iteration 32Q: 3 clusters Score -961148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -961147.375000 Penalty: 4491.382324
	Iteration 33Q: 3 clusters Score -961147.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -961147.750000 Penalty: 4491.382324
	Iteration 34Q: 3 clusters Score -961147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -961147.875000 Penalty: 4491.382324
	Iteration 35Q: 3 clusters Score -961147.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -961148.687500 Penalty: 4491.382324
	Iteration 36Q: 3 clusters Score -961148.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -961151.312500 Penalty: 4491.382324
	Iteration 37Q: 3 clusters Score -961151.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -961153.687500 Penalty: 4491.382324
	Iteration 38Q: 3 clusters Score -961153.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -961154.250000 Penalty: 4491.382324
	Iteration 39Q: 3 clusters Score -961154.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -961156.437500 Penalty: 4491.382324
	Iteration 40F: 3 clusters Score -961156.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -961162.375000 Penalty: 4491.382324
	Iteration 41Q: 3 clusters Score -961162.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -961165.187500 Penalty: 4491.382324
	Iteration 42Q: 3 clusters Score -961165.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -961166.187500 Penalty: 4491.382324
	Iteration 43Q: 3 clusters Score -961166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -961167.125000 Penalty: 4491.382324
	Iteration 44Q: 3 clusters Score -961167.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -961167.125000 Penalty: 4491.382324
	Iteration 45F: 3 clusters Score -961167.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 103172 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 25109 members 
Mstep: Class 7 contains 2251 members 
Mstep: Class 8 contains 48534 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23180 members 
Mstep: Class 11 contains 13265 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 15948 members 
Mstep: Class 14 contains 181700 members 
Mstep: Class 15 contains 9274 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89164 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96692 members 
Mstep: Class 20 contains 70855 members 
Mstep: Class 21 contains 36336 members 
Mstep: Class 22 contains 6086 members 
Mstep: Class 23 contains 11476 members 
Mstep: Class 24 contains 3560 members 
Mstep: Class 25 contains 47889 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92854 members 
Mstep: Class 28 contains 5586 members 
Mstep: Class 29 contains 19442 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170777 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18816 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8548 members 
Mstep: Class 37 contains 4223 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Mstep: Class 40 contains 6312 members 
Entering Unmasked Estep 
Score: -150937776.000000 Penalty: 138967.843750
Splitting cluster 7 changes total score from -150938800.000000 to -150937776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (48534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Entering Unmasked Estep 
Score: -6255697.000000 Penalty: 2675.925049
	Iteration 0F: 2 clusters Score -6255697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -6223225.000000 Penalty: 5351.850098
	Iteration 0F: 3 clusters Score -6223225 nChanged 22323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -6235422.500000 Penalty: 5351.850098
	Iteration 1F: 3 clusters Score -6235422 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -6236134.000000 Penalty: 5351.850098
	Iteration 2Q: 3 clusters Score -6236134 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -6236952.000000 Penalty: 5351.850098
	Iteration 3Q: 3 clusters Score -6236952 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -6237941.000000 Penalty: 5351.850098
	Iteration 4Q: 3 clusters Score -6237941 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -6239245.500000 Penalty: 5351.850098
	Iteration 5F: 3 clusters Score -6239246 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -6241171.500000 Penalty: 5351.850098
	Iteration 6F: 3 clusters Score -6241172 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -6243738.000000 Penalty: 5351.850098
	Iteration 7F: 3 clusters Score -6243738 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -6246700.500000 Penalty: 5351.850098
	Iteration 8F: 3 clusters Score -6246700 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -6249569.000000 Penalty: 5351.850098
	Iteration 9F: 3 clusters Score -6249569 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -6251818.500000 Penalty: 5351.850098
	Iteration 10Q: 3 clusters Score -6251818 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -6253171.000000 Penalty: 5351.850098
	Iteration 11Q: 3 clusters Score -6253171 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -6253866.000000 Penalty: 5351.850098
	Iteration 12Q: 3 clusters Score -6253866 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -6254150.000000 Penalty: 5351.850098
	Iteration 13Q: 3 clusters Score -6254150 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -6254310.500000 Penalty: 5351.850098
	Iteration 14Q: 3 clusters Score -6254310 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -6254452.500000 Penalty: 5351.850098
	Iteration 15Q: 3 clusters Score -6254452 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -6254532.000000 Penalty: 5351.850098
	Iteration 16Q: 3 clusters Score -6254532 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -6254621.500000 Penalty: 5351.850098
	Iteration 17Q: 3 clusters Score -6254622 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -6254728.000000 Penalty: 5351.850098
	Iteration 18Q: 3 clusters Score -6254728 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -6254814.000000 Penalty: 5351.850098
	Iteration 19Q: 3 clusters Score -6254814 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -6254874.500000 Penalty: 5351.850098
	Iteration 20F: 3 clusters Score -6254874 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -6254916.500000 Penalty: 5351.850098
	Iteration 21Q: 3 clusters Score -6254916 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -6254949.000000 Penalty: 5351.850098
	Iteration 22Q: 3 clusters Score -6254949 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -6254966.000000 Penalty: 5351.850098
	Iteration 23Q: 3 clusters Score -6254966 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -6254963.000000 Penalty: 5351.850098
	Iteration 24Q: 3 clusters Score -6254963 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -6254969.500000 Penalty: 5351.850098
	Iteration 25Q: 3 clusters Score -6254970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -6254976.500000 Penalty: 5351.850098
	Iteration 26Q: 3 clusters Score -6254976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -6254974.500000 Penalty: 5351.850098
	Iteration 27Q: 3 clusters Score -6254974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -6254980.000000 Penalty: 5351.850098
	Iteration 28Q: 3 clusters Score -6254980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -6254983.500000 Penalty: 5351.850098
	Iteration 29Q: 3 clusters Score -6254984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -6254995.500000 Penalty: 5351.850098
	Iteration 30Q: 3 clusters Score -6254996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -6254998.500000 Penalty: 5351.850098
	Iteration 31Q: 3 clusters Score -6254998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -6254998.500000 Penalty: 5351.850098
	Iteration 32Q: 3 clusters Score -6254998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -6254999.000000 Penalty: 5351.850098
	Iteration 33Q: 3 clusters Score -6254999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -6254995.000000 Penalty: 5351.850098
	Iteration 34Q: 3 clusters Score -6254995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -6254993.500000 Penalty: 5351.850098
	Iteration 35Q: 3 clusters Score -6254994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -6254992.000000 Penalty: 5351.850098
	Iteration 36Q: 3 clusters Score -6254992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -6254992.000000 Penalty: 5351.850098
	Iteration 37F: 3 clusters Score -6254992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -28526.451172 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -28526.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27334.611328 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -27334.61 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27796.962891 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -27796.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28228.214844 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -28228.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28584.230469 Penalty: 2923.623779
	Iteration 3F: 3 clusters Score -28584.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28844.312500 Penalty: 2923.623779
	Iteration 4F: 3 clusters Score -28844.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29149.923828 Penalty: 2923.623779
	Iteration 5F: 3 clusters Score -29149.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29407.521484 Penalty: 2923.623779
	Iteration 6F: 3 clusters Score -29407.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29664.019531 Penalty: 2923.623779
	Iteration 7F: 3 clusters Score -29664.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29725.500000 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -29725.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29749.849609 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -29749.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29822.435547 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -29822.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29831.933594 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -29831.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29897.238281 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -29897.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30021.082031 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -30021.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30226.541016 Penalty: 2923.623779
	Iteration 14Q: 3 clusters Score -30226.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30261.888672 Penalty: 2923.623779
	Iteration 15Q: 3 clusters Score -30261.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30300.714844 Penalty: 2923.623779
	Iteration 16Q: 3 clusters Score -30300.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30304.587891 Penalty: 2923.623779
	Iteration 17Q: 3 clusters Score -30304.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30310.523438 Penalty: 2923.623779
	Iteration 18Q: 3 clusters Score -30310.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30318.796875 Penalty: 2923.623779
	Iteration 19F: 3 clusters Score -30318.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30384.525391 Penalty: 2923.623779
	Iteration 20F: 3 clusters Score -30384.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30413.271484 Penalty: 2923.623779
	Iteration 21Q: 3 clusters Score -30413.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30499.000000 Penalty: 2923.623779
	Iteration 22Q: 3 clusters Score -30499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30499.000000 Penalty: 2923.623779
	Iteration 23F: 3 clusters Score -30499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 103172 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 25109 members 
Mstep: Class 7 contains 8563 members 
Mstep: Class 8 contains 48534 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 23180 members 
Mstep: Class 11 contains 13265 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 15948 members 
Mstep: Class 14 contains 181700 members 
Mstep: Class 15 contains 9274 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89164 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96692 members 
Mstep: Class 20 contains 70855 members 
Mstep: Class 21 contains 36336 members 
Mstep: Class 22 contains 6086 members 
Mstep: Class 23 contains 11476 members 
Mstep: Class 24 contains 3560 members 
Mstep: Class 25 contains 47889 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92854 members 
Mstep: Class 28 contains 5586 members 
Mstep: Class 29 contains 19442 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170777 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18816 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8548 members 
Mstep: Class 37 contains 4223 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Mstep: Class 40 contains 148 members 
Entering Unmasked Estep 
Score: -150938656.000000 Penalty: 138967.843750
Splitting cluster 9 changes total score from -150938800.000000 to -150938656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (23180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Entering Unmasked Estep 
Score: -2810765.000000 Penalty: 2492.659180
	Iteration 0F: 2 clusters Score -2810765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2794735.500000 Penalty: 4985.318359
	Iteration 0F: 3 clusters Score -2794736 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2800482.750000 Penalty: 4985.318359
	Iteration 1F: 3 clusters Score -2800483 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2801151.500000 Penalty: 4985.318359
	Iteration 2F: 3 clusters Score -2801152 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2801801.000000 Penalty: 4985.318359
	Iteration 3F: 3 clusters Score -2801801 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2802496.250000 Penalty: 4985.318359
	Iteration 4F: 3 clusters Score -2802496 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2803213.750000 Penalty: 4985.318359
	Iteration 5F: 3 clusters Score -2803214 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2803921.000000 Penalty: 4985.318359
	Iteration 6F: 3 clusters Score -2803921 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2804510.250000 Penalty: 4985.318359
	Iteration 7Q: 3 clusters Score -2804510 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2805058.500000 Penalty: 4985.318359
	Iteration 8Q: 3 clusters Score -2805058 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2805600.000000 Penalty: 4985.318359
	Iteration 9Q: 3 clusters Score -2805600 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2806031.750000 Penalty: 4985.318359
	Iteration 10Q: 3 clusters Score -2806032 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2806406.750000 Penalty: 4985.318359
	Iteration 11Q: 3 clusters Score -2806407 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2806690.500000 Penalty: 4985.318359
	Iteration 12Q: 3 clusters Score -2806690 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2806867.500000 Penalty: 4985.318359
	Iteration 13Q: 3 clusters Score -2806868 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2807020.250000 Penalty: 4985.318359
	Iteration 14Q: 3 clusters Score -2807020 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2807133.000000 Penalty: 4985.318359
	Iteration 15Q: 3 clusters Score -2807133 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2807199.500000 Penalty: 4985.318359
	Iteration 16Q: 3 clusters Score -2807200 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2807291.750000 Penalty: 4985.318359
	Iteration 17Q: 3 clusters Score -2807292 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2807373.750000 Penalty: 4985.318359
	Iteration 18Q: 3 clusters Score -2807374 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2807423.000000 Penalty: 4985.318359
	Iteration 19Q: 3 clusters Score -2807423 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2807437.500000 Penalty: 4985.318359
	Iteration 20F: 3 clusters Score -2807438 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2807474.500000 Penalty: 4985.318359
	Iteration 21Q: 3 clusters Score -2807474 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2807513.250000 Penalty: 4985.318359
	Iteration 22Q: 3 clusters Score -2807513 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2807539.750000 Penalty: 4985.318359
	Iteration 23Q: 3 clusters Score -2807540 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2807562.500000 Penalty: 4985.318359
	Iteration 24Q: 3 clusters Score -2807562 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2807576.500000 Penalty: 4985.318359
	Iteration 25Q: 3 clusters Score -2807576 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2807595.250000 Penalty: 4985.318359
	Iteration 26Q: 3 clusters Score -2807595 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2807613.500000 Penalty: 4985.318359
	Iteration 27Q: 3 clusters Score -2807614 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2807627.750000 Penalty: 4985.318359
	Iteration 28Q: 3 clusters Score -2807628 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2807629.250000 Penalty: 4985.318359
	Iteration 29Q: 3 clusters Score -2807629 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2807638.500000 Penalty: 4985.318359
	Iteration 30Q: 3 clusters Score -2807638 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2807651.000000 Penalty: 4985.318359
	Iteration 31Q: 3 clusters Score -2807651 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2807660.500000 Penalty: 4985.318359
	Iteration 32Q: 3 clusters Score -2807660 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2807666.500000 Penalty: 4985.318359
	Iteration 33Q: 3 clusters Score -2807666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2807677.750000 Penalty: 4985.318359
	Iteration 34Q: 3 clusters Score -2807678 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2807691.250000 Penalty: 4985.318359
	Iteration 35Q: 3 clusters Score -2807691 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2807688.250000 Penalty: 4985.318359
	Iteration 36Q: 3 clusters Score -2807688 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2807718.000000 Penalty: 4985.318359
	Iteration 37Q: 3 clusters Score -2807718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2807728.000000 Penalty: 4985.318359
	Iteration 38Q: 3 clusters Score -2807728 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2807722.500000 Penalty: 4985.318359
	Iteration 39Q: 3 clusters Score -2807722 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2807720.000000 Penalty: 4985.318359
	Iteration 40F: 3 clusters Score -2807720 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2807728.500000 Penalty: 4985.318359
	Iteration 41Q: 3 clusters Score -2807728 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2807745.250000 Penalty: 4985.318359
	Iteration 42Q: 3 clusters Score -2807745 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2807754.500000 Penalty: 4985.318359
	Iteration 43Q: 3 clusters Score -2807754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2807756.000000 Penalty: 4985.318359
	Iteration 44Q: 3 clusters Score -2807756 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2807769.500000 Penalty: 4985.318359
	Iteration 45Q: 3 clusters Score -2807770 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2807773.250000 Penalty: 4985.318359
	Iteration 46Q: 3 clusters Score -2807773 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2807789.250000 Penalty: 4985.318359
	Iteration 47Q: 3 clusters Score -2807789 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2807795.250000 Penalty: 4985.318359
	Iteration 48Q: 3 clusters Score -2807795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2807812.750000 Penalty: 4985.318359
	Iteration 49Q: 3 clusters Score -2807813 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2807813.500000 Penalty: 4985.318359
	Iteration 50Q: 3 clusters Score -2807814 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2807822.750000 Penalty: 4985.318359
	Iteration 51Q: 3 clusters Score -2807823 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2807830.500000 Penalty: 4985.318359
	Iteration 52Q: 3 clusters Score -2807830 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2807842.000000 Penalty: 4985.318359
	Iteration 53Q: 3 clusters Score -2807842 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2807857.250000 Penalty: 4985.318359
	Iteration 54Q: 3 clusters Score -2807857 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2807862.250000 Penalty: 4985.318359
	Iteration 55Q: 3 clusters Score -2807862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2807879.000000 Penalty: 4985.318359
	Iteration 56Q: 3 clusters Score -2807879 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2807884.750000 Penalty: 4985.318359
	Iteration 57Q: 3 clusters Score -2807885 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2807887.750000 Penalty: 4985.318359
	Iteration 58Q: 3 clusters Score -2807888 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2807909.000000 Penalty: 4985.318359
	Iteration 59Q: 3 clusters Score -2807909 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2807915.250000 Penalty: 4985.318359
	Iteration 60F: 3 clusters Score -2807915 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2807918.500000 Penalty: 4985.318359
	Iteration 61Q: 3 clusters Score -2807918 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2807930.500000 Penalty: 4985.318359
	Iteration 62Q: 3 clusters Score -2807930 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2807943.750000 Penalty: 4985.318359
	Iteration 63Q: 3 clusters Score -2807944 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2807952.250000 Penalty: 4985.318359
	Iteration 64Q: 3 clusters Score -2807952 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2807960.500000 Penalty: 4985.318359
	Iteration 65Q: 3 clusters Score -2807960 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2807964.000000 Penalty: 4985.318359
	Iteration 66Q: 3 clusters Score -2807964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2807979.000000 Penalty: 4985.318359
	Iteration 67Q: 3 clusters Score -2807979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2807977.500000 Penalty: 4985.318359
	Iteration 68Q: 3 clusters Score -2807978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2807983.250000 Penalty: 4985.318359
	Iteration 69Q: 3 clusters Score -2807983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2807980.250000 Penalty: 4985.318359
	Iteration 70Q: 3 clusters Score -2807980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2807983.750000 Penalty: 4985.318359
	Iteration 71Q: 3 clusters Score -2807984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2807985.500000 Penalty: 4985.318359
	Iteration 72Q: 3 clusters Score -2807986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2807985.250000 Penalty: 4985.318359
	Iteration 73Q: 3 clusters Score -2807985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2807984.000000 Penalty: 4985.318359
	Iteration 74Q: 3 clusters Score -2807984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2807984.750000 Penalty: 4985.318359
	Iteration 75Q: 3 clusters Score -2807985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2807987.500000 Penalty: 4985.318359
	Iteration 76Q: 3 clusters Score -2807988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -2807984.250000 Penalty: 4985.318359
	Iteration 77Q: 3 clusters Score -2807984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2807992.750000 Penalty: 4985.318359
	Iteration 78Q: 3 clusters Score -2807993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2807996.250000 Penalty: 4985.318359
	Iteration 79Q: 3 clusters Score -2807996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2808001.000000 Penalty: 4985.318359
	Iteration 80F: 3 clusters Score -2808001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2807998.000000 Penalty: 4985.318359
	Iteration 81Q: 3 clusters Score -2807998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2808001.250000 Penalty: 4985.318359
	Iteration 82Q: 3 clusters Score -2808001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2808000.500000 Penalty: 4985.318359
	Iteration 83Q: 3 clusters Score -2808000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2808003.500000 Penalty: 4985.318359
	Iteration 84Q: 3 clusters Score -2808004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2808006.500000 Penalty: 4985.318359
	Iteration 85Q: 3 clusters Score -2808006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2808005.750000 Penalty: 4985.318359
	Iteration 86Q: 3 clusters Score -2808006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2808002.500000 Penalty: 4985.318359
	Iteration 87Q: 3 clusters Score -2808002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2808001.250000 Penalty: 4985.318359
	Iteration 88Q: 3 clusters Score -2808001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2808006.000000 Penalty: 4985.318359
	Iteration 89Q: 3 clusters Score -2808006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2808005.250000 Penalty: 4985.318359
	Iteration 90Q: 3 clusters Score -2808005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2808013.000000 Penalty: 4985.318359
	Iteration 91Q: 3 clusters Score -2808013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2808015.250000 Penalty: 4985.318359
	Iteration 92Q: 3 clusters Score -2808015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2808019.750000 Penalty: 4985.318359
	Iteration 93Q: 3 clusters Score -2808020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2808020.750000 Penalty: 4985.318359
	Iteration 94Q: 3 clusters Score -2808021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2808022.750000 Penalty: 4985.318359
	Iteration 95Q: 3 clusters Score -2808023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2808015.000000 Penalty: 4985.318359
	Iteration 96Q: 3 clusters Score -2808015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2808011.000000 Penalty: 4985.318359
	Iteration 97Q: 3 clusters Score -2808011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2808010.500000 Penalty: 4985.318359
	Iteration 98Q: 3 clusters Score -2808010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2808013.750000 Penalty: 4985.318359
	Iteration 99Q: 3 clusters Score -2808014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2808016.250000 Penalty: 4985.318359
	Iteration 100F: 3 clusters Score -2808016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2808012.000000 Penalty: 4985.318359
	Iteration 101Q: 3 clusters Score -2808012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2808008.250000 Penalty: 4985.318359
	Iteration 102Q: 3 clusters Score -2808008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2808007.500000 Penalty: 4985.318359
	Iteration 103Q: 3 clusters Score -2808008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2808013.250000 Penalty: 4985.318359
	Iteration 104Q: 3 clusters Score -2808013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2808010.500000 Penalty: 4985.318359
	Iteration 105Q: 3 clusters Score -2808010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2808016.250000 Penalty: 4985.318359
	Iteration 106Q: 3 clusters Score -2808016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2808024.000000 Penalty: 4985.318359
	Iteration 107Q: 3 clusters Score -2808024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2808018.500000 Penalty: 4985.318359
	Iteration 108Q: 3 clusters Score -2808018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2808023.250000 Penalty: 4985.318359
	Iteration 109Q: 3 clusters Score -2808023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2808031.750000 Penalty: 4985.318359
	Iteration 110Q: 3 clusters Score -2808032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2808027.500000 Penalty: 4985.318359
	Iteration 111Q: 3 clusters Score -2808028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2808026.500000 Penalty: 4985.318359
	Iteration 112Q: 3 clusters Score -2808026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2808031.000000 Penalty: 4985.318359
	Iteration 113Q: 3 clusters Score -2808031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2808030.500000 Penalty: 4985.318359
	Iteration 114Q: 3 clusters Score -2808030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2808035.500000 Penalty: 4985.318359
	Iteration 115Q: 3 clusters Score -2808036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2808040.000000 Penalty: 4985.318359
	Iteration 116Q: 3 clusters Score -2808040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2808039.500000 Penalty: 4985.318359
	Iteration 117Q: 3 clusters Score -2808040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2808037.500000 Penalty: 4985.318359
	Iteration 118Q: 3 clusters Score -2808038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2808033.500000 Penalty: 4985.318359
	Iteration 119Q: 3 clusters Score -2808034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2808033.000000 Penalty: 4985.318359
	Iteration 120F: 3 clusters Score -2808033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2808035.250000 Penalty: 4985.318359
	Iteration 121Q: 3 clusters Score -2808035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2808040.500000 Penalty: 4985.318359
	Iteration 122Q: 3 clusters Score -2808040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2808044.750000 Penalty: 4985.318359
	Iteration 123Q: 3 clusters Score -2808045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2808046.000000 Penalty: 4985.318359
	Iteration 124Q: 3 clusters Score -2808046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2808044.500000 Penalty: 4985.318359
	Iteration 125Q: 3 clusters Score -2808044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2808046.250000 Penalty: 4985.318359
	Iteration 126Q: 3 clusters Score -2808046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2808048.000000 Penalty: 4985.318359
	Iteration 127Q: 3 clusters Score -2808048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2808042.500000 Penalty: 4985.318359
	Iteration 128Q: 3 clusters Score -2808042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2808048.750000 Penalty: 4985.318359
	Iteration 129Q: 3 clusters Score -2808049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2808052.000000 Penalty: 4985.318359
	Iteration 130Q: 3 clusters Score -2808052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2808051.250000 Penalty: 4985.318359
	Iteration 131Q: 3 clusters Score -2808051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2808054.250000 Penalty: 4985.318359
	Iteration 132Q: 3 clusters Score -2808054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2808053.000000 Penalty: 4985.318359
	Iteration 133Q: 3 clusters Score -2808053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2808054.250000 Penalty: 4985.318359
	Iteration 134Q: 3 clusters Score -2808054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2808053.500000 Penalty: 4985.318359
	Iteration 135Q: 3 clusters Score -2808054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2808056.000000 Penalty: 4985.318359
	Iteration 136Q: 3 clusters Score -2808056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2808054.500000 Penalty: 4985.318359
	Iteration 137Q: 3 clusters Score -2808054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2808053.000000 Penalty: 4985.318359
	Iteration 138Q: 3 clusters Score -2808053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2808059.250000 Penalty: 4985.318359
	Iteration 139Q: 3 clusters Score -2808059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2808061.000000 Penalty: 4985.318359
	Iteration 140F: 3 clusters Score -2808061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2808054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2808058.500000 Penalty: 4985.318359
	Iteration 142Q: 3 clusters Score -2808058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2808063.500000 Penalty: 4985.318359
	Iteration 143Q: 3 clusters Score -2808064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2808062.250000 Penalty: 4985.318359
	Iteration 144Q: 3 clusters Score -2808062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2808064.500000 Penalty: 4985.318359
	Iteration 145Q: 3 clusters Score -2808064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2808057.750000 Penalty: 4985.318359
	Iteration 146Q: 3 clusters Score -2808058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2808056.250000 Penalty: 4985.318359
	Iteration 147Q: 3 clusters Score -2808056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2808056.500000 Penalty: 4985.318359
	Iteration 148Q: 3 clusters Score -2808056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2808053.500000 Penalty: 4985.318359
	Iteration 149Q: 3 clusters Score -2808054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2808053.250000 Penalty: 4985.318359
	Iteration 150Q: 3 clusters Score -2808053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2808055.500000 Penalty: 4985.318359
	Iteration 151Q: 3 clusters Score -2808056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2808055 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2808056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2808059.000000 Penalty: 4985.318359
	Iteration 154Q: 3 clusters Score -2808059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2808060.500000 Penalty: 4985.318359
	Iteration 155Q: 3 clusters Score -2808060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2808056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2808058.000000 Penalty: 4985.318359
	Iteration 157Q: 3 clusters Score -2808058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2808062.000000 Penalty: 4985.318359
	Iteration 158Q: 3 clusters Score -2808062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2808059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2808058.250000 Penalty: 4985.318359
	Iteration 160F: 3 clusters Score -2808058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2808064.250000 Penalty: 4985.318359
	Iteration 161Q: 3 clusters Score -2808064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2808058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2808060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2808058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2808062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2808066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2808068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
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Entering Unmasked Estep 
Score: -2808070.500000 Penalty: 4985.318359
	Iteration 168Q: 3 clusters Score -2808070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
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Entering Unmasked Estep 
Score: -2808071.250000 Penalty: 4985.318359
	Iteration 169Q: 3 clusters Score -2808071 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8729 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2808072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
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Score: -2808069.250000 Penalty: 4985.318359
	Iteration 171Q: 3 clusters Score -2808069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
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Entering Unmasked Estep 
Score: -2808075.250000 Penalty: 4985.318359
	Iteration 172Q: 3 clusters Score -2808075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2808073.000000 Penalty: 4985.318359
	Iteration 173Q: 3 clusters Score -2808073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2808065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2808071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2808070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2808067 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2808072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2808079.000000 Penalty: 4985.318359
	Iteration 179Q: 3 clusters Score -2808079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2808084.250000 Penalty: 4985.318359
	Iteration 180F: 3 clusters Score -2808084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2808086.250000 Penalty: 4985.318359
	Iteration 181Q: 3 clusters Score -2808086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2808083.000000 Penalty: 4985.318359
	Iteration 182Q: 3 clusters Score -2808083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2808081.000000 Penalty: 4985.318359
	Iteration 183Q: 3 clusters Score -2808081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2808083 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8520 members 
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	Iteration 185Q: 3 clusters Score -2808086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2808085.750000 Penalty: 4985.318359
	Iteration 186Q: 3 clusters Score -2808086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2808088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2808088 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2808088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2808079.000000 Penalty: 4985.318359
	Iteration 190Q: 3 clusters Score -2808079 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8459 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2808077 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2808085 nChanged 7
Entering Unmasked Mstep 
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Score: -2808091.250000 Penalty: 4985.318359
	Iteration 193Q: 3 clusters Score -2808091 nChanged 5
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Mstep: Class 1 contains 8441 members 
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	Iteration 194Q: 3 clusters Score -2808086 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8437 members 
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Entering Unmasked Estep 
Score: -2808081.250000 Penalty: 4985.318359
	Iteration 195Q: 3 clusters Score -2808081 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8428 members 
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	Iteration 196Q: 3 clusters Score -2808087 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8422 members 
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	Iteration 197Q: 3 clusters Score -2808089 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8420 members 
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Score: -2808092.500000 Penalty: 4985.318359
	Iteration 198Q: 3 clusters Score -2808092 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2808090.500000 Penalty: 4985.318359
	Iteration 199Q: 3 clusters Score -2808090 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8410 members 
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Score: -2808092.500000 Penalty: 4985.318359
	Iteration 200F: 3 clusters Score -2808092 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2808095.500000 Penalty: 4985.318359
	Iteration 201Q: 3 clusters Score -2808096 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2808094 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2808101.250000 Penalty: 4985.318359
	Iteration 203Q: 3 clusters Score -2808101 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8376 members 
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Entering Unmasked Estep 
Score: -2808100.000000 Penalty: 4985.318359
	Iteration 204Q: 3 clusters Score -2808100 nChanged 6
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Score: -2808102.500000 Penalty: 4985.318359
	Iteration 205Q: 3 clusters Score -2808102 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 14818 members 
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	Iteration 206Q: 3 clusters Score -2808102 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 14827 members 
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Score: -2808097.500000 Penalty: 4985.318359
	Iteration 207Q: 3 clusters Score -2808098 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2808101 nChanged 7
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Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 14839 members 
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	Iteration 209Q: 3 clusters Score -2808097 nChanged 5
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2808098 nChanged 3
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Mstep: Class 1 contains 8335 members 
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	Iteration 211Q: 3 clusters Score -2808100 nChanged 6
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Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2808097 nChanged 6
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Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2808096 nChanged 9
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2808094 nChanged 9
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Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2808090.500000 Penalty: 4985.318359
	Iteration 215Q: 3 clusters Score -2808090 nChanged 6
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Mstep: Class 1 contains 8299 members 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2808096 nChanged 7
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Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2808102 nChanged 10
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Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -2808103 nChanged 4
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Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2808101 nChanged 4
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Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2808103.000000 Penalty: 4985.318359
	Iteration 220F: 3 clusters Score -2808103 nChanged 4
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Mstep: Class 1 contains 8270 members 
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Entering Unmasked Estep 
Score: -2808108.000000 Penalty: 4985.318359
	Iteration 221Q: 3 clusters Score -2808108 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -2808108 nChanged 7
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Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -2808106 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -2808104 nChanged 5
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Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -2808105 nChanged 5
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Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -2808107 nChanged 7
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Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -2808106 nChanged 8
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Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -2808108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2808109.500000 Penalty: 4985.318359
	Iteration 229Q: 3 clusters Score -2808110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2808113.250000 Penalty: 4985.318359
	Iteration 230Q: 3 clusters Score -2808113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2808108.000000 Penalty: 4985.318359
	Iteration 231Q: 3 clusters Score -2808108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2808114.000000 Penalty: 4985.318359
	Iteration 232Q: 3 clusters Score -2808114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2808108.250000 Penalty: 4985.318359
	Iteration 233Q: 3 clusters Score -2808108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2808113.250000 Penalty: 4985.318359
	Iteration 234Q: 3 clusters Score -2808113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2808113.250000 Penalty: 4985.318359
	Iteration 235Q: 3 clusters Score -2808113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2808111.750000 Penalty: 4985.318359
	Iteration 236Q: 3 clusters Score -2808112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2808113.250000 Penalty: 4985.318359
	Iteration 237Q: 3 clusters Score -2808113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2808111.250000 Penalty: 4985.318359
	Iteration 238Q: 3 clusters Score -2808111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2808113.500000 Penalty: 4985.318359
	Iteration 239Q: 3 clusters Score -2808114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2808115.000000 Penalty: 4985.318359
	Iteration 240F: 3 clusters Score -2808115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2808113.000000 Penalty: 4985.318359
	Iteration 241Q: 3 clusters Score -2808113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2808114.250000 Penalty: 4985.318359
	Iteration 242Q: 3 clusters Score -2808114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2808115.000000 Penalty: 4985.318359
	Iteration 243Q: 3 clusters Score -2808115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2808112.500000 Penalty: 4985.318359
	Iteration 244Q: 3 clusters Score -2808112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2808114.750000 Penalty: 4985.318359
	Iteration 245Q: 3 clusters Score -2808115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2808118.000000 Penalty: 4985.318359
	Iteration 246Q: 3 clusters Score -2808118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2808112.750000 Penalty: 4985.318359
	Iteration 247Q: 3 clusters Score -2808113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2808117.000000 Penalty: 4985.318359
	Iteration 248Q: 3 clusters Score -2808117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2808107.500000 Penalty: 4985.318359
	Iteration 249Q: 3 clusters Score -2808108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2808110.750000 Penalty: 4985.318359
	Iteration 250Q: 3 clusters Score -2808111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2808105.250000 Penalty: 4985.318359
	Iteration 251Q: 3 clusters Score -2808105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2808111.250000 Penalty: 4985.318359
	Iteration 252Q: 3 clusters Score -2808111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2808112.250000 Penalty: 4985.318359
	Iteration 253Q: 3 clusters Score -2808112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2808111.250000 Penalty: 4985.318359
	Iteration 254Q: 3 clusters Score -2808111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2808117.750000 Penalty: 4985.318359
	Iteration 255Q: 3 clusters Score -2808118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2808118.500000 Penalty: 4985.318359
	Iteration 256Q: 3 clusters Score -2808118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2808120.500000 Penalty: 4985.318359
	Iteration 257Q: 3 clusters Score -2808120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2808127.000000 Penalty: 4985.318359
	Iteration 258Q: 3 clusters Score -2808127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2808122.750000 Penalty: 4985.318359
	Iteration 259Q: 3 clusters Score -2808123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2808129.500000 Penalty: 4985.318359
	Iteration 260F: 3 clusters Score -2808130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2808128.250000 Penalty: 4985.318359
	Iteration 261Q: 3 clusters Score -2808128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2808125.250000 Penalty: 4985.318359
	Iteration 262Q: 3 clusters Score -2808125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2808126.000000 Penalty: 4985.318359
	Iteration 263Q: 3 clusters Score -2808126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2808123.750000 Penalty: 4985.318359
	Iteration 264Q: 3 clusters Score -2808124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2808127.000000 Penalty: 4985.318359
	Iteration 265Q: 3 clusters Score -2808127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2808122.500000 Penalty: 4985.318359
	Iteration 266Q: 3 clusters Score -2808122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2808130.500000 Penalty: 4985.318359
	Iteration 267Q: 3 clusters Score -2808130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2808128.750000 Penalty: 4985.318359
	Iteration 268Q: 3 clusters Score -2808129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2808124.250000 Penalty: 4985.318359
	Iteration 269Q: 3 clusters Score -2808124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2808126.250000 Penalty: 4985.318359
	Iteration 270Q: 3 clusters Score -2808126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2808126.250000 Penalty: 4985.318359
	Iteration 271F: 3 clusters Score -2808126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Entering Unmasked Estep 
Score: -1675910.250000 Penalty: 2354.235352
	Iteration 0F: 2 clusters Score -1675910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1666222.875000 Penalty: 4708.470703
	Iteration 0F: 3 clusters Score -1666223 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1669523.375000 Penalty: 4708.470703
	Iteration 1F: 3 clusters Score -1669523 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1670192.500000 Penalty: 4708.470703
	Iteration 2F: 3 clusters Score -1670192 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1670833.750000 Penalty: 4708.470703
	Iteration 3F: 3 clusters Score -1670834 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1671483.000000 Penalty: 4708.470703
	Iteration 4F: 3 clusters Score -1671483 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1672123.000000 Penalty: 4708.470703
	Iteration 5F: 3 clusters Score -1672123 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1672642.375000 Penalty: 4708.470703
	Iteration 6F: 3 clusters Score -1672642 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1673021.500000 Penalty: 4708.470703
	Iteration 7Q: 3 clusters Score -1673022 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1673254.500000 Penalty: 4708.470703
	Iteration 8Q: 3 clusters Score -1673254 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1673390.625000 Penalty: 4708.470703
	Iteration 9Q: 3 clusters Score -1673391 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1673477.125000 Penalty: 4708.470703
	Iteration 10Q: 3 clusters Score -1673477 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1673538.500000 Penalty: 4708.470703
	Iteration 11Q: 3 clusters Score -1673538 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1673582.500000 Penalty: 4708.470703
	Iteration 12Q: 3 clusters Score -1673582 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1673609.000000 Penalty: 4708.470703
	Iteration 13Q: 3 clusters Score -1673609 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1673629.875000 Penalty: 4708.470703
	Iteration 14Q: 3 clusters Score -1673630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1673644.750000 Penalty: 4708.470703
	Iteration 15Q: 3 clusters Score -1673645 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1673655.375000 Penalty: 4708.470703
	Iteration 16Q: 3 clusters Score -1673655 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1673679.625000 Penalty: 4708.470703
	Iteration 17Q: 3 clusters Score -1673680 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1673689.500000 Penalty: 4708.470703
	Iteration 18Q: 3 clusters Score -1673690 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1673706.750000 Penalty: 4708.470703
	Iteration 19Q: 3 clusters Score -1673707 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1673716.000000 Penalty: 4708.470703
	Iteration 20F: 3 clusters Score -1673716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1673728.875000 Penalty: 4708.470703
	Iteration 21Q: 3 clusters Score -1673729 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1673733.625000 Penalty: 4708.470703
	Iteration 22Q: 3 clusters Score -1673734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1673741.375000 Penalty: 4708.470703
	Iteration 23Q: 3 clusters Score -1673741 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1673752.375000 Penalty: 4708.470703
	Iteration 24Q: 3 clusters Score -1673752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1673754.125000 Penalty: 4708.470703
	Iteration 25Q: 3 clusters Score -1673754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1673758.625000 Penalty: 4708.470703
	Iteration 26Q: 3 clusters Score -1673759 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1673769.750000 Penalty: 4708.470703
	Iteration 27Q: 3 clusters Score -1673770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1673771.625000 Penalty: 4708.470703
	Iteration 28Q: 3 clusters Score -1673772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1673778.000000 Penalty: 4708.470703
	Iteration 29Q: 3 clusters Score -1673778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1673781.375000 Penalty: 4708.470703
	Iteration 30Q: 3 clusters Score -1673781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1673786.875000 Penalty: 4708.470703
	Iteration 31Q: 3 clusters Score -1673787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1673791.750000 Penalty: 4708.470703
	Iteration 32Q: 3 clusters Score -1673792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1673803.500000 Penalty: 4708.470703
	Iteration 33Q: 3 clusters Score -1673804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1673803.750000 Penalty: 4708.470703
	Iteration 34Q: 3 clusters Score -1673804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1673807.375000 Penalty: 4708.470703
	Iteration 35Q: 3 clusters Score -1673807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1673808.500000 Penalty: 4708.470703
	Iteration 36Q: 3 clusters Score -1673808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1673811.250000 Penalty: 4708.470703
	Iteration 37Q: 3 clusters Score -1673811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1673815.875000 Penalty: 4708.470703
	Iteration 38Q: 3 clusters Score -1673816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1673817.125000 Penalty: 4708.470703
	Iteration 39Q: 3 clusters Score -1673817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1673819.625000 Penalty: 4708.470703
	Iteration 40F: 3 clusters Score -1673820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1673822.750000 Penalty: 4708.470703
	Iteration 41Q: 3 clusters Score -1673823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1673822.625000 Penalty: 4708.470703
	Iteration 42Q: 3 clusters Score -1673823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1673820.875000 Penalty: 4708.470703
	Iteration 43Q: 3 clusters Score -1673821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1673821.000000 Penalty: 4708.470703
	Iteration 44Q: 3 clusters Score -1673821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1673821.625000 Penalty: 4708.470703
	Iteration 45Q: 3 clusters Score -1673822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1673821.250000 Penalty: 4708.470703
	Iteration 46Q: 3 clusters Score -1673821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1673821.625000 Penalty: 4708.470703
	Iteration 47Q: 3 clusters Score -1673822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1673822.625000 Penalty: 4708.470703
	Iteration 48Q: 3 clusters Score -1673823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1673822.375000 Penalty: 4708.470703
	Iteration 49Q: 3 clusters Score -1673822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1673826.625000 Penalty: 4708.470703
	Iteration 50Q: 3 clusters Score -1673827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1673824.875000 Penalty: 4708.470703
	Iteration 51Q: 3 clusters Score -1673825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1673824.750000 Penalty: 4708.470703
	Iteration 52Q: 3 clusters Score -1673825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1673825.625000 Penalty: 4708.470703
	Iteration 53Q: 3 clusters Score -1673826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1673829.250000 Penalty: 4708.470703
	Iteration 54Q: 3 clusters Score -1673829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1673829.750000 Penalty: 4708.470703
	Iteration 55Q: 3 clusters Score -1673830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1673831.250000 Penalty: 4708.470703
	Iteration 56Q: 3 clusters Score -1673831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1673829.750000 Penalty: 4708.470703
	Iteration 57Q: 3 clusters Score -1673830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1673832.750000 Penalty: 4708.470703
	Iteration 58Q: 3 clusters Score -1673833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1673831.000000 Penalty: 4708.470703
	Iteration 59Q: 3 clusters Score -1673831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1673833.625000 Penalty: 4708.470703
	Iteration 60F: 3 clusters Score -1673834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1673833.875000 Penalty: 4708.470703
	Iteration 61Q: 3 clusters Score -1673834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1673834.875000 Penalty: 4708.470703
	Iteration 62Q: 3 clusters Score -1673835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1673835.500000 Penalty: 4708.470703
	Iteration 63Q: 3 clusters Score -1673836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1673833.250000 Penalty: 4708.470703
	Iteration 64Q: 3 clusters Score -1673833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1673835.750000 Penalty: 4708.470703
	Iteration 65Q: 3 clusters Score -1673836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1673834.875000 Penalty: 4708.470703
	Iteration 66Q: 3 clusters Score -1673835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1673833.875000 Penalty: 4708.470703
	Iteration 67Q: 3 clusters Score -1673834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1673836.750000 Penalty: 4708.470703
	Iteration 68Q: 3 clusters Score -1673837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1673837.625000 Penalty: 4708.470703
	Iteration 69Q: 3 clusters Score -1673838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1673837.625000 Penalty: 4708.470703
	Iteration 70F: 3 clusters Score -1673838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Entering Unmasked Estep 
Score: -1282622.500000 Penalty: 2285.894287
	Iteration 0F: 2 clusters Score -1282622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1274907.125000 Penalty: 4571.788574
	Iteration 0F: 3 clusters Score -1274907 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1277183.625000 Penalty: 4571.788574
	Iteration 1F: 3 clusters Score -1277184 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1277562.375000 Penalty: 4571.788574
	Iteration 2F: 3 clusters Score -1277562 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1277905.750000 Penalty: 4571.788574
	Iteration 3F: 3 clusters Score -1277906 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1278268.750000 Penalty: 4571.788574
	Iteration 4F: 3 clusters Score -1278269 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1278631.500000 Penalty: 4571.788574
	Iteration 5F: 3 clusters Score -1278632 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1278986.250000 Penalty: 4571.788574
	Iteration 6F: 3 clusters Score -1278986 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1279253.875000 Penalty: 4571.788574
	Iteration 7Q: 3 clusters Score -1279254 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1279495.500000 Penalty: 4571.788574
	Iteration 8Q: 3 clusters Score -1279496 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1279720.375000 Penalty: 4571.788574
	Iteration 9Q: 3 clusters Score -1279720 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1279901.375000 Penalty: 4571.788574
	Iteration 10Q: 3 clusters Score -1279901 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1280062.000000 Penalty: 4571.788574
	Iteration 11Q: 3 clusters Score -1280062 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1280176.625000 Penalty: 4571.788574
	Iteration 12Q: 3 clusters Score -1280177 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1280275.875000 Penalty: 4571.788574
	Iteration 13Q: 3 clusters Score -1280276 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1280360.625000 Penalty: 4571.788574
	Iteration 14Q: 3 clusters Score -1280361 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1280438.250000 Penalty: 4571.788574
	Iteration 15Q: 3 clusters Score -1280438 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1280494.125000 Penalty: 4571.788574
	Iteration 16Q: 3 clusters Score -1280494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1280531.250000 Penalty: 4571.788574
	Iteration 17Q: 3 clusters Score -1280531 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1280553.125000 Penalty: 4571.788574
	Iteration 18Q: 3 clusters Score -1280553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1280570.375000 Penalty: 4571.788574
	Iteration 19Q: 3 clusters Score -1280570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1280587.875000 Penalty: 4571.788574
	Iteration 20F: 3 clusters Score -1280588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1280602.875000 Penalty: 4571.788574
	Iteration 21Q: 3 clusters Score -1280603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1280620.000000 Penalty: 4571.788574
	Iteration 22Q: 3 clusters Score -1280620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1280634.375000 Penalty: 4571.788574
	Iteration 23Q: 3 clusters Score -1280634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1280642.875000 Penalty: 4571.788574
	Iteration 24Q: 3 clusters Score -1280643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1280653.500000 Penalty: 4571.788574
	Iteration 25Q: 3 clusters Score -1280654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1280663.375000 Penalty: 4571.788574
	Iteration 26Q: 3 clusters Score -1280663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1280669.375000 Penalty: 4571.788574
	Iteration 27Q: 3 clusters Score -1280669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1280676.625000 Penalty: 4571.788574
	Iteration 28Q: 3 clusters Score -1280677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1280677.750000 Penalty: 4571.788574
	Iteration 29Q: 3 clusters Score -1280678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1280681.000000 Penalty: 4571.788574
	Iteration 30Q: 3 clusters Score -1280681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1280683.125000 Penalty: 4571.788574
	Iteration 31Q: 3 clusters Score -1280683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1280683.125000 Penalty: 4571.788574
	Iteration 32F: 3 clusters Score -1280683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Entering Unmasked Estep 
Score: -1943702.000000 Penalty: 2399.917969
	Iteration 0F: 2 clusters Score -1943702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1932255.500000 Penalty: 4799.835938
	Iteration 0F: 3 clusters Score -1932256 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1936071.250000 Penalty: 4799.835938
	Iteration 1F: 3 clusters Score -1936071 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1936572.375000 Penalty: 4799.835938
	Iteration 2F: 3 clusters Score -1936572 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1937113.625000 Penalty: 4799.835938
	Iteration 3F: 3 clusters Score -1937114 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1937820.500000 Penalty: 4799.835938
	Iteration 4F: 3 clusters Score -1937820 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1938657.250000 Penalty: 4799.835938
	Iteration 5F: 3 clusters Score -1938657 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1939487.625000 Penalty: 4799.835938
	Iteration 6F: 3 clusters Score -1939488 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1940194.375000 Penalty: 4799.835938
	Iteration 7F: 3 clusters Score -1940194 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1940716.000000 Penalty: 4799.835938
	Iteration 8Q: 3 clusters Score -1940716 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1941114.125000 Penalty: 4799.835938
	Iteration 9Q: 3 clusters Score -1941114 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1941456.000000 Penalty: 4799.835938
	Iteration 10Q: 3 clusters Score -1941456 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1941783.500000 Penalty: 4799.835938
	Iteration 11Q: 3 clusters Score -1941784 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1941984.125000 Penalty: 4799.835938
	Iteration 12Q: 3 clusters Score -1941984 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1942124.250000 Penalty: 4799.835938
	Iteration 13Q: 3 clusters Score -1942124 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1942218.875000 Penalty: 4799.835938
	Iteration 14Q: 3 clusters Score -1942219 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1942276.000000 Penalty: 4799.835938
	Iteration 15Q: 3 clusters Score -1942276 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1942315.750000 Penalty: 4799.835938
	Iteration 16Q: 3 clusters Score -1942316 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1942345.375000 Penalty: 4799.835938
	Iteration 17Q: 3 clusters Score -1942345 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1942381.750000 Penalty: 4799.835938
	Iteration 18Q: 3 clusters Score -1942382 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1942416.000000 Penalty: 4799.835938
	Iteration 19Q: 3 clusters Score -1942416 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1942440.875000 Penalty: 4799.835938
	Iteration 20F: 3 clusters Score -1942441 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1942465.500000 Penalty: 4799.835938
	Iteration 21Q: 3 clusters Score -1942466 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1942482.125000 Penalty: 4799.835938
	Iteration 22Q: 3 clusters Score -1942482 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1942495.250000 Penalty: 4799.835938
	Iteration 23Q: 3 clusters Score -1942495 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1942509.500000 Penalty: 4799.835938
	Iteration 24Q: 3 clusters Score -1942510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1942530.250000 Penalty: 4799.835938
	Iteration 25Q: 3 clusters Score -1942530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1942544.000000 Penalty: 4799.835938
	Iteration 26Q: 3 clusters Score -1942544 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1942555.375000 Penalty: 4799.835938
	Iteration 27Q: 3 clusters Score -1942555 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1942570.500000 Penalty: 4799.835938
	Iteration 28Q: 3 clusters Score -1942570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1942579.250000 Penalty: 4799.835938
	Iteration 29Q: 3 clusters Score -1942579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1942580.250000 Penalty: 4799.835938
	Iteration 30Q: 3 clusters Score -1942580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1942585.625000 Penalty: 4799.835938
	Iteration 31Q: 3 clusters Score -1942586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1942591.750000 Penalty: 4799.835938
	Iteration 32Q: 3 clusters Score -1942592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1942592.125000 Penalty: 4799.835938
	Iteration 33Q: 3 clusters Score -1942592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1942599.875000 Penalty: 4799.835938
	Iteration 34Q: 3 clusters Score -1942600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1942600.000000 Penalty: 4799.835938
	Iteration 35Q: 3 clusters Score -1942600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1942602.875000 Penalty: 4799.835938
	Iteration 36Q: 3 clusters Score -1942603 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1942608.875000 Penalty: 4799.835938
	Iteration 37Q: 3 clusters Score -1942609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1942616.125000 Penalty: 4799.835938
	Iteration 38Q: 3 clusters Score -1942616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1942612.500000 Penalty: 4799.835938
	Iteration 39Q: 3 clusters Score -1942612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1942618.125000 Penalty: 4799.835938
	Iteration 40F: 3 clusters Score -1942618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1942616.375000 Penalty: 4799.835938
	Iteration 41Q: 3 clusters Score -1942616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1942621.375000 Penalty: 4799.835938
	Iteration 42Q: 3 clusters Score -1942621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1942622.375000 Penalty: 4799.835938
	Iteration 43Q: 3 clusters Score -1942622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1942623.875000 Penalty: 4799.835938
	Iteration 44Q: 3 clusters Score -1942624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1942622.500000 Penalty: 4799.835938
	Iteration 45Q: 3 clusters Score -1942622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1942627.500000 Penalty: 4799.835938
	Iteration 46Q: 3 clusters Score -1942628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1942630.125000 Penalty: 4799.835938
	Iteration 47Q: 3 clusters Score -1942630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1942631.125000 Penalty: 4799.835938
	Iteration 48Q: 3 clusters Score -1942631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1942637.125000 Penalty: 4799.835938
	Iteration 49Q: 3 clusters Score -1942637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1942637.625000 Penalty: 4799.835938
	Iteration 50Q: 3 clusters Score -1942638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1942637.750000 Penalty: 4799.835938
	Iteration 51Q: 3 clusters Score -1942638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1942639.875000 Penalty: 4799.835938
	Iteration 52Q: 3 clusters Score -1942640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1942636.625000 Penalty: 4799.835938
	Iteration 53Q: 3 clusters Score -1942637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1942639.000000 Penalty: 4799.835938
	Iteration 54Q: 3 clusters Score -1942639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1942639.375000 Penalty: 4799.835938
	Iteration 55Q: 3 clusters Score -1942639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1942636.125000 Penalty: 4799.835938
	Iteration 56Q: 3 clusters Score -1942636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1942635.750000 Penalty: 4799.835938
	Iteration 57Q: 3 clusters Score -1942636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1942633.375000 Penalty: 4799.835938
	Iteration 58Q: 3 clusters Score -1942633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1942634.875000 Penalty: 4799.835938
	Iteration 59Q: 3 clusters Score -1942635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1942632.625000 Penalty: 4799.835938
	Iteration 60F: 3 clusters Score -1942633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1942634.125000 Penalty: 4799.835938
	Iteration 61Q: 3 clusters Score -1942634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1942634.375000 Penalty: 4799.835938
	Iteration 62Q: 3 clusters Score -1942634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1942637.375000 Penalty: 4799.835938
	Iteration 63Q: 3 clusters Score -1942637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1942637.000000 Penalty: 4799.835938
	Iteration 64Q: 3 clusters Score -1942637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1942638.000000 Penalty: 4799.835938
	Iteration 65Q: 3 clusters Score -1942638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1942636.500000 Penalty: 4799.835938
	Iteration 66Q: 3 clusters Score -1942636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1942636.750000 Penalty: 4799.835938
	Iteration 67Q: 3 clusters Score -1942637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1942632.750000 Penalty: 4799.835938
	Iteration 68Q: 3 clusters Score -1942633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1942632.375000 Penalty: 4799.835938
	Iteration 69Q: 3 clusters Score -1942632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1942637.125000 Penalty: 4799.835938
	Iteration 70Q: 3 clusters Score -1942637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1942635.375000 Penalty: 4799.835938
	Iteration 71Q: 3 clusters Score -1942635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1942636.500000 Penalty: 4799.835938
	Iteration 72Q: 3 clusters Score -1942636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1942634.625000 Penalty: 4799.835938
	Iteration 73Q: 3 clusters Score -1942635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1942636.625000 Penalty: 4799.835938
	Iteration 74Q: 3 clusters Score -1942637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1942638.625000 Penalty: 4799.835938
	Iteration 75Q: 3 clusters Score -1942639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1942636.875000 Penalty: 4799.835938
	Iteration 76Q: 3 clusters Score -1942637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1942639.000000 Penalty: 4799.835938
	Iteration 77Q: 3 clusters Score -1942639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1942636.625000 Penalty: 4799.835938
	Iteration 78Q: 3 clusters Score -1942637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1942641.500000 Penalty: 4799.835938
	Iteration 79Q: 3 clusters Score -1942642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1942640.500000 Penalty: 4799.835938
	Iteration 80F: 3 clusters Score -1942640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1942646.375000 Penalty: 4799.835938
	Iteration 81Q: 3 clusters Score -1942646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1942642.000000 Penalty: 4799.835938
	Iteration 82Q: 3 clusters Score -1942642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1942641.500000 Penalty: 4799.835938
	Iteration 83Q: 3 clusters Score -1942642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1942639.250000 Penalty: 4799.835938
	Iteration 84Q: 3 clusters Score -1942639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1942648.250000 Penalty: 4799.835938
	Iteration 85Q: 3 clusters Score -1942648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1942648.125000 Penalty: 4799.835938
	Iteration 86Q: 3 clusters Score -1942648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1942648.500000 Penalty: 4799.835938
	Iteration 87Q: 3 clusters Score -1942648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1942650.000000 Penalty: 4799.835938
	Iteration 88Q: 3 clusters Score -1942650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1942647.000000 Penalty: 4799.835938
	Iteration 89Q: 3 clusters Score -1942647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1942648.250000 Penalty: 4799.835938
	Iteration 90Q: 3 clusters Score -1942648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1942648.125000 Penalty: 4799.835938
	Iteration 91Q: 3 clusters Score -1942648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1942652.000000 Penalty: 4799.835938
	Iteration 92Q: 3 clusters Score -1942652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1942654.750000 Penalty: 4799.835938
	Iteration 93Q: 3 clusters Score -1942655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1942654.750000 Penalty: 4799.835938
	Iteration 94F: 3 clusters Score -1942655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (181700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181700 members 
Entering Unmasked Estep 
Score: -23297154.000000 Penalty: 3003.307861
	Iteration 0F: 2 clusters Score -2.329715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90684 members 
Mstep: Class 2 contains 91016 members 
Entering Unmasked Estep 
Score: -23176254.000000 Penalty: 6006.615723
	Iteration 0F: 3 clusters Score -2.317625e+07 nChanged 87032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87272 members 
Mstep: Class 2 contains 94428 members 
Entering Unmasked Estep 
Score: -23226900.000000 Penalty: 6006.615723
	Iteration 1F: 3 clusters Score -2.32269e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85353 members 
Mstep: Class 2 contains 96347 members 
Entering Unmasked Estep 
Score: -23228026.000000 Penalty: 6006.615723
	Iteration 2Q: 3 clusters Score -2.322803e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82451 members 
Mstep: Class 2 contains 99249 members 
Entering Unmasked Estep 
Score: -23229514.000000 Penalty: 6006.615723
	Iteration 3Q: 3 clusters Score -2.322951e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78118 members 
Mstep: Class 2 contains 103582 members 
Entering Unmasked Estep 
Score: -23231602.000000 Penalty: 6006.615723
	Iteration 4Q: 3 clusters Score -2.32316e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71643 members 
Mstep: Class 2 contains 110057 members 
Entering Unmasked Estep 
Score: -23234998.000000 Penalty: 6006.615723
	Iteration 5Q: 3 clusters Score -2.3235e+07 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 119335 members 
Entering Unmasked Estep 
Score: -23240700.000000 Penalty: 6006.615723
	Iteration 6F: 3 clusters Score -2.32407e+07 nChanged 12595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 131580 members 
Entering Unmasked Estep 
Score: -23249606.000000 Penalty: 6006.615723
	Iteration 7F: 3 clusters Score -2.324961e+07 nChanged 14651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 146099 members 
Entering Unmasked Estep 
Score: -23262682.000000 Penalty: 6006.615723
	Iteration 8F: 3 clusters Score -2.326268e+07 nChanged 14168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 160191 members 
Entering Unmasked Estep 
Score: -23276048.000000 Penalty: 6006.615723
	Iteration 9F: 3 clusters Score -2.327605e+07 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 170463 members 
Entering Unmasked Estep 
Score: -23286060.000000 Penalty: 6006.615723
	Iteration 10F: 3 clusters Score -2.328606e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 176057 members 
Entering Unmasked Estep 
Score: -23291330.000000 Penalty: 6006.615723
	Iteration 11Q: 3 clusters Score -2.329133e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 178391 members 
Entering Unmasked Estep 
Score: -23293584.000000 Penalty: 6006.615723
	Iteration 12Q: 3 clusters Score -2.329358e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 179258 members 
Entering Unmasked Estep 
Score: -23294512.000000 Penalty: 6006.615723
	Iteration 13Q: 3 clusters Score -2.329451e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 179570 members 
Entering Unmasked Estep 
Score: -23294884.000000 Penalty: 6006.615723
	Iteration 14Q: 3 clusters Score -2.329488e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 179708 members 
Entering Unmasked Estep 
Score: -23295048.000000 Penalty: 6006.615723
	Iteration 15Q: 3 clusters Score -2.329505e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 179774 members 
Entering Unmasked Estep 
Score: -23295168.000000 Penalty: 6006.615723
	Iteration 16Q: 3 clusters Score -2.329517e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 179810 members 
Entering Unmasked Estep 
Score: -23295184.000000 Penalty: 6006.615723
	Iteration 17Q: 3 clusters Score -2.329518e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 179846 members 
Entering Unmasked Estep 
Score: -23295228.000000 Penalty: 6006.615723
	Iteration 18Q: 3 clusters Score -2.329523e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 179859 members 
Entering Unmasked Estep 
Score: -23295282.000000 Penalty: 6006.615723
	Iteration 19Q: 3 clusters Score -2.329528e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 179882 members 
Entering Unmasked Estep 
Score: -23295282.000000 Penalty: 6006.615723
	Iteration 20F: 3 clusters Score -2.329528e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 179892 members 
Entering Unmasked Estep 
Score: -23295314.000000 Penalty: 6006.615723
	Iteration 21Q: 3 clusters Score -2.329531e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 179902 members 
Entering Unmasked Estep 
Score: -23295346.000000 Penalty: 6006.615723
	Iteration 22Q: 3 clusters Score -2.329535e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 179891 members 
Entering Unmasked Estep 
Score: -23295368.000000 Penalty: 6006.615723
	Iteration 23Q: 3 clusters Score -2.329537e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 179886 members 
Entering Unmasked Estep 
Score: -23295364.000000 Penalty: 6006.615723
	Iteration 24Q: 3 clusters Score -2.329536e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 179883 members 
Entering Unmasked Estep 
Score: -23295366.000000 Penalty: 6006.615723
	Iteration 25Q: 3 clusters Score -2.329537e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 179877 members 
Entering Unmasked Estep 
Score: -23295414.000000 Penalty: 6006.615723
	Iteration 26Q: 3 clusters Score -2.329541e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 179876 members 
Entering Unmasked Estep 
Score: -23295404.000000 Penalty: 6006.615723
	Iteration 27Q: 3 clusters Score -2.32954e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 179873 members 
Entering Unmasked Estep 
Score: -23295408.000000 Penalty: 6006.615723
	Iteration 28Q: 3 clusters Score -2.329541e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 179871 members 
Entering Unmasked Estep 
Score: -23295422.000000 Penalty: 6006.615723
	Iteration 29Q: 3 clusters Score -2.329542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 179873 members 
Entering Unmasked Estep 
Score: -23295404.000000 Penalty: 6006.615723
	Iteration 30Q: 3 clusters Score -2.32954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 179870 members 
Entering Unmasked Estep 
Score: -23295434.000000 Penalty: 6006.615723
	Iteration 31Q: 3 clusters Score -2.329543e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 179860 members 
Entering Unmasked Estep 
Score: -23295412.000000 Penalty: 6006.615723
	Iteration 32Q: 3 clusters Score -2.329541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 179853 members 
Entering Unmasked Estep 
Score: -23295434.000000 Penalty: 6006.615723
	Iteration 33Q: 3 clusters Score -2.329543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 179846 members 
Entering Unmasked Estep 
Score: -23295432.000000 Penalty: 6006.615723
	Iteration 34Q: 3 clusters Score -2.329543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 179840 members 
Entering Unmasked Estep 
Score: -23295462.000000 Penalty: 6006.615723
	Iteration 35Q: 3 clusters Score -2.329546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 179838 members 
Entering Unmasked Estep 
Score: -23295468.000000 Penalty: 6006.615723
	Iteration 36Q: 3 clusters Score -2.329547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 179842 members 
Entering Unmasked Estep 
Score: -23295472.000000 Penalty: 6006.615723
	Iteration 37Q: 3 clusters Score -2.329547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 179843 members 
Entering Unmasked Estep 
Score: -23295492.000000 Penalty: 6006.615723
	Iteration 38Q: 3 clusters Score -2.329549e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 179848 members 
Entering Unmasked Estep 
Score: -23295492.000000 Penalty: 6006.615723
	Iteration 39Q: 3 clusters Score -2.329549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 179848 members 
Entering Unmasked Estep 
Score: -23295490.000000 Penalty: 6006.615723
	Iteration 40F: 3 clusters Score -2.329549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 179849 members 
Entering Unmasked Estep 
Score: -23295488.000000 Penalty: 6006.615723
	Iteration 41Q: 3 clusters Score -2.329549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 179859 members 
Entering Unmasked Estep 
Score: -23295502.000000 Penalty: 6006.615723
	Iteration 42Q: 3 clusters Score -2.32955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 179858 members 
Entering Unmasked Estep 
Score: -23295510.000000 Penalty: 6006.615723
	Iteration 43Q: 3 clusters Score -2.329551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 179857 members 
Entering Unmasked Estep 
Score: -23295516.000000 Penalty: 6006.615723
	Iteration 44Q: 3 clusters Score -2.329552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 179856 members 
Entering Unmasked Estep 
Score: -23295522.000000 Penalty: 6006.615723
	Iteration 45Q: 3 clusters Score -2.329552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 179856 members 
Entering Unmasked Estep 
Score: -23295522.000000 Penalty: 6006.615723
	Iteration 46Q: 3 clusters Score -2.329552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 179852 members 
Entering Unmasked Estep 
Score: -23295522.000000 Penalty: 6006.615723
	Iteration 47Q: 3 clusters Score -2.329552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 179849 members 
Entering Unmasked Estep 
Score: -23295530.000000 Penalty: 6006.615723
	Iteration 48Q: 3 clusters Score -2.329553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 179845 members 
Entering Unmasked Estep 
Score: -23295516.000000 Penalty: 6006.615723
	Iteration 49Q: 3 clusters Score -2.329552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 179841 members 
Entering Unmasked Estep 
Score: -23295528.000000 Penalty: 6006.615723
	Iteration 50Q: 3 clusters Score -2.329553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 179840 members 
Entering Unmasked Estep 
Score: -23295534.000000 Penalty: 6006.615723
	Iteration 51Q: 3 clusters Score -2.329553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 179832 members 
Entering Unmasked Estep 
Score: -23295542.000000 Penalty: 6006.615723
	Iteration 52Q: 3 clusters Score -2.329554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 179829 members 
Entering Unmasked Estep 
Score: -23295522.000000 Penalty: 6006.615723
	Iteration 53Q: 3 clusters Score -2.329552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 179824 members 
Entering Unmasked Estep 
Score: -23295538.000000 Penalty: 6006.615723
	Iteration 54Q: 3 clusters Score -2.329554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 179821 members 
Entering Unmasked Estep 
Score: -23295552.000000 Penalty: 6006.615723
	Iteration 55Q: 3 clusters Score -2.329555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 179820 members 
Entering Unmasked Estep 
Score: -23295550.000000 Penalty: 6006.615723
	Iteration 56Q: 3 clusters Score -2.329555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 179822 members 
Entering Unmasked Estep 
Score: -23295552.000000 Penalty: 6006.615723
	Iteration 57Q: 3 clusters Score -2.329555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 179823 members 
Entering Unmasked Estep 
Score: -23295548.000000 Penalty: 6006.615723
	Iteration 58Q: 3 clusters Score -2.329555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 179826 members 
Entering Unmasked Estep 
Score: -23295552.000000 Penalty: 6006.615723
	Iteration 59Q: 3 clusters Score -2.329555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 179828 members 
Entering Unmasked Estep 
Score: -23295536.000000 Penalty: 6006.615723
	Iteration 60F: 3 clusters Score -2.329554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 179828 members 
Entering Unmasked Estep 
Score: -23295558.000000 Penalty: 6006.615723
	Iteration 61Q: 3 clusters Score -2.329556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 179828 members 
Entering Unmasked Estep 
Score: -23295558.000000 Penalty: 6006.615723
	Iteration 62F: 3 clusters Score -2.329556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Entering Unmasked Estep 
Score: -1159215.375000 Penalty: 2265.472412
	Iteration 0F: 2 clusters Score -1159215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1152070.500000 Penalty: 4530.944824
	Iteration 0F: 3 clusters Score -1152070 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1154394.625000 Penalty: 4530.944824
	Iteration 1F: 3 clusters Score -1154395 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1155044.250000 Penalty: 4530.944824
	Iteration 2F: 3 clusters Score -1155044 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1155524.500000 Penalty: 4530.944824
	Iteration 3F: 3 clusters Score -1155524 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1155892.875000 Penalty: 4530.944824
	Iteration 4F: 3 clusters Score -1155893 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1156211.750000 Penalty: 4530.944824
	Iteration 5F: 3 clusters Score -1156212 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1156467.750000 Penalty: 4530.944824
	Iteration 6Q: 3 clusters Score -1156468 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1156663.250000 Penalty: 4530.944824
	Iteration 7Q: 3 clusters Score -1156663 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1156850.250000 Penalty: 4530.944824
	Iteration 8Q: 3 clusters Score -1156850 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1157026.125000 Penalty: 4530.944824
	Iteration 9Q: 3 clusters Score -1157026 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1157179.000000 Penalty: 4530.944824
	Iteration 10Q: 3 clusters Score -1157179 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1157428.250000 Penalty: 4530.944824
	Iteration 11Q: 3 clusters Score -1157428 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1157955.500000 Penalty: 4530.944824
	Iteration 12Q: 3 clusters Score -1157956 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1158620.250000 Penalty: 4530.944824
	Iteration 13Q: 3 clusters Score -1158620 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1158980.125000 Penalty: 4530.944824
	Iteration 14Q: 3 clusters Score -1158980 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1159125.125000 Penalty: 4530.944824
	Iteration 15Q: 3 clusters Score -1159125 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1159201.250000 Penalty: 4530.944824
	Iteration 16Q: 3 clusters Score -1159201 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1159236.125000 Penalty: 4530.944824
	Iteration 17Q: 3 clusters Score -1159236 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1159274.875000 Penalty: 4530.944824
	Iteration 18Q: 3 clusters Score -1159275 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1159300.250000 Penalty: 4530.944824
	Iteration 19Q: 3 clusters Score -1159300 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1159317.000000 Penalty: 4530.944824
	Iteration 20F: 3 clusters Score -1159317 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1159339.125000 Penalty: 4530.944824
	Iteration 21Q: 3 clusters Score -1159339 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1159354.625000 Penalty: 4530.944824
	Iteration 22Q: 3 clusters Score -1159355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1159364.875000 Penalty: 4530.944824
	Iteration 23Q: 3 clusters Score -1159365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1159375.875000 Penalty: 4530.944824
	Iteration 24Q: 3 clusters Score -1159376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1159385.250000 Penalty: 4530.944824
	Iteration 25Q: 3 clusters Score -1159385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1159392.125000 Penalty: 4530.944824
	Iteration 26Q: 3 clusters Score -1159392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1159396.500000 Penalty: 4530.944824
	Iteration 27Q: 3 clusters Score -1159396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1159402.000000 Penalty: 4530.944824
	Iteration 28Q: 3 clusters Score -1159402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1159403.000000 Penalty: 4530.944824
	Iteration 29Q: 3 clusters Score -1159403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1159405.875000 Penalty: 4530.944824
	Iteration 30Q: 3 clusters Score -1159406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1159407.500000 Penalty: 4530.944824
	Iteration 31Q: 3 clusters Score -1159408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1159411.875000 Penalty: 4530.944824
	Iteration 32Q: 3 clusters Score -1159412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1159421.000000 Penalty: 4530.944824
	Iteration 33Q: 3 clusters Score -1159421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1159421.750000 Penalty: 4530.944824
	Iteration 34Q: 3 clusters Score -1159422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1159431.875000 Penalty: 4530.944824
	Iteration 35Q: 3 clusters Score -1159432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1159440.375000 Penalty: 4530.944824
	Iteration 36Q: 3 clusters Score -1159440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1159447.000000 Penalty: 4530.944824
	Iteration 37Q: 3 clusters Score -1159447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1159455.750000 Penalty: 4530.944824
	Iteration 38Q: 3 clusters Score -1159456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1159463.625000 Penalty: 4530.944824
	Iteration 39Q: 3 clusters Score -1159464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1159471.250000 Penalty: 4530.944824
	Iteration 40F: 3 clusters Score -1159471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1159477.250000 Penalty: 4530.944824
	Iteration 41Q: 3 clusters Score -1159477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1159483.750000 Penalty: 4530.944824
	Iteration 42Q: 3 clusters Score -1159484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1159494.000000 Penalty: 4530.944824
	Iteration 43Q: 3 clusters Score -1159494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1159508.625000 Penalty: 4530.944824
	Iteration 44Q: 3 clusters Score -1159509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1159519.750000 Penalty: 4530.944824
	Iteration 45Q: 3 clusters Score -1159520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1159537.500000 Penalty: 4530.944824
	Iteration 46Q: 3 clusters Score -1159538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1159565.000000 Penalty: 4530.944824
	Iteration 47Q: 3 clusters Score -1159565 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1159612.000000 Penalty: 4530.944824
	Iteration 48Q: 3 clusters Score -1159612 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1159668.500000 Penalty: 4530.944824
	Iteration 49Q: 3 clusters Score -1159668 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1159708.500000 Penalty: 4530.944824
	Iteration 50Q: 3 clusters Score -1159708 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1159744.625000 Penalty: 4530.944824
	Iteration 51Q: 3 clusters Score -1159745 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1159774.750000 Penalty: 4530.944824
	Iteration 52Q: 3 clusters Score -1159775 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1159790.250000 Penalty: 4530.944824
	Iteration 53Q: 3 clusters Score -1159790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1159805.250000 Penalty: 4530.944824
	Iteration 54Q: 3 clusters Score -1159805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1159818.125000 Penalty: 4530.944824
	Iteration 55Q: 3 clusters Score -1159818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1159838.625000 Penalty: 4530.944824
	Iteration 56Q: 3 clusters Score -1159839 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1159855.875000 Penalty: 4530.944824
	Iteration 57Q: 3 clusters Score -1159856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1159872.000000 Penalty: 4530.944824
	Iteration 58Q: 3 clusters Score -1159872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1159877.000000 Penalty: 4530.944824
	Iteration 59Q: 3 clusters Score -1159877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1159888.625000 Penalty: 4530.944824
	Iteration 60F: 3 clusters Score -1159889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1159896.875000 Penalty: 4530.944824
	Iteration 61Q: 3 clusters Score -1159897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1159903.875000 Penalty: 4530.944824
	Iteration 62Q: 3 clusters Score -1159904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1159912.125000 Penalty: 4530.944824
	Iteration 63Q: 3 clusters Score -1159912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1159915.625000 Penalty: 4530.944824
	Iteration 64Q: 3 clusters Score -1159916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1159917.250000 Penalty: 4530.944824
	Iteration 65Q: 3 clusters Score -1159917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1159919.375000 Penalty: 4530.944824
	Iteration 66Q: 3 clusters Score -1159919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1159928.500000 Penalty: 4530.944824
	Iteration 67Q: 3 clusters Score -1159928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1159931.125000 Penalty: 4530.944824
	Iteration 68Q: 3 clusters Score -1159931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1159932.125000 Penalty: 4530.944824
	Iteration 69Q: 3 clusters Score -1159932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1159939.000000 Penalty: 4530.944824
	Iteration 70Q: 3 clusters Score -1159939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1159946.000000 Penalty: 4530.944824
	Iteration 71Q: 3 clusters Score -1159946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1159947.000000 Penalty: 4530.944824
	Iteration 72Q: 3 clusters Score -1159947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1159948.500000 Penalty: 4530.944824
	Iteration 73Q: 3 clusters Score -1159948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1159952.500000 Penalty: 4530.944824
	Iteration 74Q: 3 clusters Score -1159952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1159952.125000 Penalty: 4530.944824
	Iteration 75Q: 3 clusters Score -1159952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1159952.500000 Penalty: 4530.944824
	Iteration 76Q: 3 clusters Score -1159952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1159959.250000 Penalty: 4530.944824
	Iteration 77Q: 3 clusters Score -1159959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1159965.250000 Penalty: 4530.944824
	Iteration 78Q: 3 clusters Score -1159965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1159968.375000 Penalty: 4530.944824
	Iteration 79Q: 3 clusters Score -1159968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1159968.625000 Penalty: 4530.944824
	Iteration 80F: 3 clusters Score -1159969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1159968.000000 Penalty: 4530.944824
	Iteration 81Q: 3 clusters Score -1159968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1159969.750000 Penalty: 4530.944824
	Iteration 82Q: 3 clusters Score -1159970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1159971.375000 Penalty: 4530.944824
	Iteration 83Q: 3 clusters Score -1159971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1159972.375000 Penalty: 4530.944824
	Iteration 84Q: 3 clusters Score -1159972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1159973.125000 Penalty: 4530.944824
	Iteration 85Q: 3 clusters Score -1159973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1159972.875000 Penalty: 4530.944824
	Iteration 86Q: 3 clusters Score -1159973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1159972.875000 Penalty: 4530.944824
	Iteration 87F: 3 clusters Score -1159973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 103172 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 25109 members 
Mstep: Class 7 contains 8563 members 
Mstep: Class 8 contains 48534 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23180 members 
Mstep: Class 11 contains 13265 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 15948 members 
Mstep: Class 14 contains 181700 members 
Mstep: Class 15 contains 1879 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89164 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96692 members 
Mstep: Class 20 contains 70855 members 
Mstep: Class 21 contains 36336 members 
Mstep: Class 22 contains 6086 members 
Mstep: Class 23 contains 11476 members 
Mstep: Class 24 contains 3560 members 
Mstep: Class 25 contains 47889 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92854 members 
Mstep: Class 28 contains 5586 members 
Mstep: Class 29 contains 19442 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170777 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18816 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8548 members 
Mstep: Class 37 contains 4223 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Mstep: Class 40 contains 7395 members 
Entering Unmasked Estep 
Score: -150938240.000000 Penalty: 138967.843750
Splitting cluster 15 changes total score from -150938800.000000 to -150938240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (15033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Entering Unmasked Estep 
Score: -1965938.000000 Penalty: 2385.264648
	Iteration 0F: 2 clusters Score -1965938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1955087.375000 Penalty: 4770.529297
	Iteration 0F: 3 clusters Score -1955087 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1958591.000000 Penalty: 4770.529297
	Iteration 1F: 3 clusters Score -1958591 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1958958.375000 Penalty: 4770.529297
	Iteration 2F: 3 clusters Score -1958958 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1959258.625000 Penalty: 4770.529297
	Iteration 3Q: 3 clusters Score -1959259 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1959591.250000 Penalty: 4770.529297
	Iteration 4Q: 3 clusters Score -1959591 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1959972.375000 Penalty: 4770.529297
	Iteration 5Q: 3 clusters Score -1959972 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1960461.125000 Penalty: 4770.529297
	Iteration 6F: 3 clusters Score -1960461 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1961024.625000 Penalty: 4770.529297
	Iteration 7F: 3 clusters Score -1961025 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1961580.500000 Penalty: 4770.529297
	Iteration 8F: 3 clusters Score -1961580 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1962015.375000 Penalty: 4770.529297
	Iteration 9Q: 3 clusters Score -1962015 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1962326.875000 Penalty: 4770.529297
	Iteration 10Q: 3 clusters Score -1962327 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1962560.000000 Penalty: 4770.529297
	Iteration 11Q: 3 clusters Score -1962560 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1962722.125000 Penalty: 4770.529297
	Iteration 12Q: 3 clusters Score -1962722 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1962855.000000 Penalty: 4770.529297
	Iteration 13Q: 3 clusters Score -1962855 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1962958.875000 Penalty: 4770.529297
	Iteration 14Q: 3 clusters Score -1962959 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1963033.875000 Penalty: 4770.529297
	Iteration 15Q: 3 clusters Score -1963034 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1963124.625000 Penalty: 4770.529297
	Iteration 16Q: 3 clusters Score -1963125 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1963207.250000 Penalty: 4770.529297
	Iteration 17Q: 3 clusters Score -1963207 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1963287.250000 Penalty: 4770.529297
	Iteration 18Q: 3 clusters Score -1963287 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1963360.000000 Penalty: 4770.529297
	Iteration 19Q: 3 clusters Score -1963360 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1963426.625000 Penalty: 4770.529297
	Iteration 20F: 3 clusters Score -1963427 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1963479.875000 Penalty: 4770.529297
	Iteration 21Q: 3 clusters Score -1963480 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1963536.375000 Penalty: 4770.529297
	Iteration 22Q: 3 clusters Score -1963536 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1963583.500000 Penalty: 4770.529297
	Iteration 23Q: 3 clusters Score -1963584 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1963632.250000 Penalty: 4770.529297
	Iteration 24Q: 3 clusters Score -1963632 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1963673.750000 Penalty: 4770.529297
	Iteration 25Q: 3 clusters Score -1963674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1963707.500000 Penalty: 4770.529297
	Iteration 26Q: 3 clusters Score -1963708 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1963755.250000 Penalty: 4770.529297
	Iteration 27Q: 3 clusters Score -1963755 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1963791.125000 Penalty: 4770.529297
	Iteration 28Q: 3 clusters Score -1963791 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1963819.625000 Penalty: 4770.529297
	Iteration 29Q: 3 clusters Score -1963820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1963842.000000 Penalty: 4770.529297
	Iteration 30Q: 3 clusters Score -1963842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1963844.875000 Penalty: 4770.529297
	Iteration 31Q: 3 clusters Score -1963845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1963858.125000 Penalty: 4770.529297
	Iteration 32Q: 3 clusters Score -1963858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1963868.500000 Penalty: 4770.529297
	Iteration 33Q: 3 clusters Score -1963868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1963872.875000 Penalty: 4770.529297
	Iteration 34Q: 3 clusters Score -1963873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1963876.375000 Penalty: 4770.529297
	Iteration 35Q: 3 clusters Score -1963876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1963878.000000 Penalty: 4770.529297
	Iteration 36Q: 3 clusters Score -1963878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1963881.000000 Penalty: 4770.529297
	Iteration 37Q: 3 clusters Score -1963881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1963888.000000 Penalty: 4770.529297
	Iteration 38Q: 3 clusters Score -1963888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1963890.250000 Penalty: 4770.529297
	Iteration 39Q: 3 clusters Score -1963890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1963892.000000 Penalty: 4770.529297
	Iteration 40F: 3 clusters Score -1963892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1963894.750000 Penalty: 4770.529297
	Iteration 41Q: 3 clusters Score -1963895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1963894.750000 Penalty: 4770.529297
	Iteration 42F: 3 clusters Score -1963895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (89164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89164 members 
Entering Unmasked Estep 
Score: -11566267.000000 Penalty: 2826.761719
	Iteration 0F: 2 clusters Score -1.156627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -11506672.000000 Penalty: 5653.523438
	Iteration 0F: 3 clusters Score -1.150667e+07 nChanged 42043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -11530159.000000 Penalty: 5653.523438
	Iteration 1F: 3 clusters Score -1.153016e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -11530757.000000 Penalty: 5653.523438
	Iteration 2Q: 3 clusters Score -1.153076e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -11531328.000000 Penalty: 5653.523438
	Iteration 3Q: 3 clusters Score -1.153133e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -11531941.000000 Penalty: 5653.523438
	Iteration 4Q: 3 clusters Score -1.153194e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -11532788.000000 Penalty: 5653.523438
	Iteration 5Q: 3 clusters Score -1.153279e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -11534297.000000 Penalty: 5653.523438
	Iteration 6Q: 3 clusters Score -1.15343e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -11537200.000000 Penalty: 5653.523438
	Iteration 7F: 3 clusters Score -1.15372e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65381 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -11541853.000000 Penalty: 5653.523438
	Iteration 8F: 3 clusters Score -1.154185e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -11548222.000000 Penalty: 5653.523438
	Iteration 9F: 3 clusters Score -1.154822e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79643 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -11554903.000000 Penalty: 5653.523438
	Iteration 10F: 3 clusters Score -1.15549e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84500 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -11559641.000000 Penalty: 5653.523438
	Iteration 11F: 3 clusters Score -1.155964e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87109 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -11562135.000000 Penalty: 5653.523438
	Iteration 12Q: 3 clusters Score -1.156214e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88148 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -11563066.000000 Penalty: 5653.523438
	Iteration 13Q: 3 clusters Score -1.156307e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88535 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -11563430.000000 Penalty: 5653.523438
	Iteration 14Q: 3 clusters Score -1.156343e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88667 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -11563576.000000 Penalty: 5653.523438
	Iteration 15Q: 3 clusters Score -1.156358e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88728 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11563636.000000 Penalty: 5653.523438
	Iteration 16Q: 3 clusters Score -1.156364e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88766 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -11563673.000000 Penalty: 5653.523438
	Iteration 17Q: 3 clusters Score -1.156367e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11563690.000000 Penalty: 5653.523438
	Iteration 18Q: 3 clusters Score -1.156369e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -11563727.000000 Penalty: 5653.523438
	Iteration 19Q: 3 clusters Score -1.156373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88809 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -11563762.000000 Penalty: 5653.523438
	Iteration 20F: 3 clusters Score -1.156376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88815 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -11563767.000000 Penalty: 5653.523438
	Iteration 21Q: 3 clusters Score -1.156377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88824 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -11563781.000000 Penalty: 5653.523438
	Iteration 22Q: 3 clusters Score -1.156378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88829 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -11563788.000000 Penalty: 5653.523438
	Iteration 23Q: 3 clusters Score -1.156379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88831 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -11563793.000000 Penalty: 5653.523438
	Iteration 24Q: 3 clusters Score -1.156379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88833 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -11563787.000000 Penalty: 5653.523438
	Iteration 25Q: 3 clusters Score -1.156379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88835 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -11563800.000000 Penalty: 5653.523438
	Iteration 26Q: 3 clusters Score -1.15638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88835 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -11563794.000000 Penalty: 5653.523438
	Iteration 27Q: 3 clusters Score -1.156379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88836 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -11563797.000000 Penalty: 5653.523438
	Iteration 28Q: 3 clusters Score -1.15638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88838 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -11563791.000000 Penalty: 5653.523438
	Iteration 29Q: 3 clusters Score -1.156379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88840 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -11563800.000000 Penalty: 5653.523438
	Iteration 30Q: 3 clusters Score -1.15638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88842 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -11563791.000000 Penalty: 5653.523438
	Iteration 31Q: 3 clusters Score -1.156379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88843 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -11563802.000000 Penalty: 5653.523438
	Iteration 32Q: 3 clusters Score -1.15638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88844 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -11563801.000000 Penalty: 5653.523438
	Iteration 33Q: 3 clusters Score -1.15638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -11563799.000000 Penalty: 5653.523438
	Iteration 34Q: 3 clusters Score -1.15638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -11563799.000000 Penalty: 5653.523438
	Iteration 35F: 3 clusters Score -1.15638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -356283.937500 Penalty: 1961.280029
	Iteration 0F: 2 clusters Score -356283.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -353131.562500 Penalty: 3922.560059
	Iteration 0F: 3 clusters Score -353131.6 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -353724.843750 Penalty: 3922.560059
	Iteration 1F: 3 clusters Score -353724.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -353899.468750 Penalty: 3922.560059
	Iteration 2F: 3 clusters Score -353899.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -353986.562500 Penalty: 3922.560059
	Iteration 3Q: 3 clusters Score -353986.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -354061.781250 Penalty: 3922.560059
	Iteration 4Q: 3 clusters Score -354061.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -354104.406250 Penalty: 3922.560059
	Iteration 5Q: 3 clusters Score -354104.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -354138.187500 Penalty: 3922.560059
	Iteration 6Q: 3 clusters Score -354138.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -354166.468750 Penalty: 3922.560059
	Iteration 7Q: 3 clusters Score -354166.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -354182.406250 Penalty: 3922.560059
	Iteration 8Q: 3 clusters Score -354182.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -354200.093750 Penalty: 3922.560059
	Iteration 9Q: 3 clusters Score -354200.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -354215.062500 Penalty: 3922.560059
	Iteration 10Q: 3 clusters Score -354215.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -354224.062500 Penalty: 3922.560059
	Iteration 11Q: 3 clusters Score -354224.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -354229.281250 Penalty: 3922.560059
	Iteration 12Q: 3 clusters Score -354229.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -354234.718750 Penalty: 3922.560059
	Iteration 13Q: 3 clusters Score -354234.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -354241.312500 Penalty: 3922.560059
	Iteration 14Q: 3 clusters Score -354241.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -354255.531250 Penalty: 3922.560059
	Iteration 15Q: 3 clusters Score -354255.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -354268.968750 Penalty: 3922.560059
	Iteration 16Q: 3 clusters Score -354269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -354275.250000 Penalty: 3922.560059
	Iteration 17Q: 3 clusters Score -354275.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -354280.312500 Penalty: 3922.560059
	Iteration 18Q: 3 clusters Score -354280.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -354283.343750 Penalty: 3922.560059
	Iteration 19Q: 3 clusters Score -354283.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -354285.968750 Penalty: 3922.560059
	Iteration 20F: 3 clusters Score -354286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -354289.906250 Penalty: 3922.560059
	Iteration 21Q: 3 clusters Score -354289.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -354293.000000 Penalty: 3922.560059
	Iteration 22Q: 3 clusters Score -354293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -354295.281250 Penalty: 3922.560059
	Iteration 23Q: 3 clusters Score -354295.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -354296.062500 Penalty: 3922.560059
	Iteration 24Q: 3 clusters Score -354296.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -354296.406250 Penalty: 3922.560059
	Iteration 25Q: 3 clusters Score -354296.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -354296.968750 Penalty: 3922.560059
	Iteration 26Q: 3 clusters Score -354297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -354297.281250 Penalty: 3922.560059
	Iteration 27Q: 3 clusters Score -354297.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -354298.093750 Penalty: 3922.560059
	Iteration 28Q: 3 clusters Score -354298.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -354298.187500 Penalty: 3922.560059
	Iteration 29Q: 3 clusters Score -354298.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -354298.187500 Penalty: 3922.560059
	Iteration 30F: 3 clusters Score -354298.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (96692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96692 members 
Entering Unmasked Estep 
Score: -12550688.000000 Penalty: 2846.863037
	Iteration 0F: 2 clusters Score -1.255069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -12485907.000000 Penalty: 5693.726074
	Iteration 0F: 3 clusters Score -1.248591e+07 nChanged 45541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -12511995.000000 Penalty: 5693.726074
	Iteration 1F: 3 clusters Score -1.2512e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -12512607.000000 Penalty: 5693.726074
	Iteration 2Q: 3 clusters Score -1.251261e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -12513268.000000 Penalty: 5693.726074
	Iteration 3Q: 3 clusters Score -1.251327e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -12513896.000000 Penalty: 5693.726074
	Iteration 4Q: 3 clusters Score -1.25139e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -12514549.000000 Penalty: 5693.726074
	Iteration 5Q: 3 clusters Score -1.251455e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -12515376.000000 Penalty: 5693.726074
	Iteration 6Q: 3 clusters Score -1.251538e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -12516271.000000 Penalty: 5693.726074
	Iteration 7Q: 3 clusters Score -1.251627e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -12517217.000000 Penalty: 5693.726074
	Iteration 8Q: 3 clusters Score -1.251722e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -12518297.000000 Penalty: 5693.726074
	Iteration 9Q: 3 clusters Score -1.25183e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -12519276.000000 Penalty: 5693.726074
	Iteration 10Q: 3 clusters Score -1.251928e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -12520455.000000 Penalty: 5693.726074
	Iteration 11Q: 3 clusters Score -1.252046e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -12521742.000000 Penalty: 5693.726074
	Iteration 12Q: 3 clusters Score -1.252174e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -12523321.000000 Penalty: 5693.726074
	Iteration 13Q: 3 clusters Score -1.252332e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -12524929.000000 Penalty: 5693.726074
	Iteration 14Q: 3 clusters Score -1.252493e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -12526848.000000 Penalty: 5693.726074
	Iteration 15Q: 3 clusters Score -1.252685e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -12528997.000000 Penalty: 5693.726074
	Iteration 16Q: 3 clusters Score -1.2529e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 62154 members 
Entering Unmasked Estep 
Score: -12530999.000000 Penalty: 5693.726074
	Iteration 17Q: 3 clusters Score -1.2531e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -12532881.000000 Penalty: 5693.726074
	Iteration 18Q: 3 clusters Score -1.253288e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 70255 members 
Entering Unmasked Estep 
Score: -12534925.000000 Penalty: 5693.726074
	Iteration 19Q: 3 clusters Score -1.253492e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 74458 members 
Entering Unmasked Estep 
Score: -12537077.000000 Penalty: 5693.726074
	Iteration 20F: 3 clusters Score -1.253708e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
Score: -12539152.000000 Penalty: 5693.726074
	Iteration 21Q: 3 clusters Score -1.253915e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 82466 members 
Entering Unmasked Estep 
Score: -12541284.000000 Penalty: 5693.726074
	Iteration 22Q: 3 clusters Score -1.254128e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 85871 members 
Entering Unmasked Estep 
Score: -12543050.000000 Penalty: 5693.726074
	Iteration 23Q: 3 clusters Score -1.254305e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 88713 members 
Entering Unmasked Estep 
Score: -12544520.000000 Penalty: 5693.726074
	Iteration 24Q: 3 clusters Score -1.254452e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 90915 members 
Entering Unmasked Estep 
Score: -12545634.000000 Penalty: 5693.726074
	Iteration 25Q: 3 clusters Score -1.254563e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 92461 members 
Entering Unmasked Estep 
Score: -12546462.000000 Penalty: 5693.726074
	Iteration 26Q: 3 clusters Score -1.254646e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 93509 members 
Entering Unmasked Estep 
Score: -12547018.000000 Penalty: 5693.726074
	Iteration 27Q: 3 clusters Score -1.254702e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 94181 members 
Entering Unmasked Estep 
Score: -12547421.000000 Penalty: 5693.726074
	Iteration 28Q: 3 clusters Score -1.254742e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 94606 members 
Entering Unmasked Estep 
Score: -12547667.000000 Penalty: 5693.726074
	Iteration 29Q: 3 clusters Score -1.254767e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 94909 members 
Entering Unmasked Estep 
Score: -12547826.000000 Penalty: 5693.726074
	Iteration 30Q: 3 clusters Score -1.254783e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 95118 members 
Entering Unmasked Estep 
Score: -12547920.000000 Penalty: 5693.726074
	Iteration 31Q: 3 clusters Score -1.254792e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 95280 members 
Entering Unmasked Estep 
Score: -12547996.000000 Penalty: 5693.726074
	Iteration 32Q: 3 clusters Score -1.2548e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -12548039.000000 Penalty: 5693.726074
	Iteration 33Q: 3 clusters Score -1.254804e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 95482 members 
Entering Unmasked Estep 
Score: -12548116.000000 Penalty: 5693.726074
	Iteration 34Q: 3 clusters Score -1.254812e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 95554 members 
Entering Unmasked Estep 
Score: -12548150.000000 Penalty: 5693.726074
	Iteration 35Q: 3 clusters Score -1.254815e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 95612 members 
Entering Unmasked Estep 
Score: -12548190.000000 Penalty: 5693.726074
	Iteration 36Q: 3 clusters Score -1.254819e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 95663 members 
Entering Unmasked Estep 
Score: -12548193.000000 Penalty: 5693.726074
	Iteration 37Q: 3 clusters Score -1.254819e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 95704 members 
Entering Unmasked Estep 
Score: -12548190.000000 Penalty: 5693.726074
	Iteration 38Q: 3 clusters Score -1.254819e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 95732 members 
Entering Unmasked Estep 
Score: -12548209.000000 Penalty: 5693.726074
	Iteration 39Q: 3 clusters Score -1.254821e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 95756 members 
Entering Unmasked Estep 
Score: -12548237.000000 Penalty: 5693.726074
	Iteration 40F: 3 clusters Score -1.254824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 95771 members 
Entering Unmasked Estep 
Score: -12548250.000000 Penalty: 5693.726074
	Iteration 41Q: 3 clusters Score -1.254825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 95784 members 
Entering Unmasked Estep 
Score: -12548253.000000 Penalty: 5693.726074
	Iteration 42Q: 3 clusters Score -1.254825e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 95795 members 
Entering Unmasked Estep 
Score: -12548244.000000 Penalty: 5693.726074
	Iteration 43Q: 3 clusters Score -1.254824e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 95811 members 
Entering Unmasked Estep 
Score: -12548250.000000 Penalty: 5693.726074
	Iteration 44Q: 3 clusters Score -1.254825e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 95825 members 
Entering Unmasked Estep 
Score: -12548276.000000 Penalty: 5693.726074
	Iteration 45Q: 3 clusters Score -1.254828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 95838 members 
Entering Unmasked Estep 
Score: -12548284.000000 Penalty: 5693.726074
	Iteration 46Q: 3 clusters Score -1.254828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 95848 members 
Entering Unmasked Estep 
Score: -12548302.000000 Penalty: 5693.726074
	Iteration 47Q: 3 clusters Score -1.25483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 95856 members 
Entering Unmasked Estep 
Score: -12548313.000000 Penalty: 5693.726074
	Iteration 48Q: 3 clusters Score -1.254831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 95867 members 
Entering Unmasked Estep 
Score: -12548310.000000 Penalty: 5693.726074
	Iteration 49Q: 3 clusters Score -1.254831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 95871 members 
Entering Unmasked Estep 
Score: -12548316.000000 Penalty: 5693.726074
	Iteration 50Q: 3 clusters Score -1.254832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 95872 members 
Entering Unmasked Estep 
Score: -12548306.000000 Penalty: 5693.726074
	Iteration 51Q: 3 clusters Score -1.254831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 95872 members 
Entering Unmasked Estep 
Score: -12548301.000000 Penalty: 5693.726074
	Iteration 52Q: 3 clusters Score -1.25483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 95874 members 
Entering Unmasked Estep 
Score: -12548302.000000 Penalty: 5693.726074
	Iteration 53Q: 3 clusters Score -1.25483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 95875 members 
Entering Unmasked Estep 
Score: -12548303.000000 Penalty: 5693.726074
	Iteration 54Q: 3 clusters Score -1.25483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 95875 members 
Entering Unmasked Estep 
Score: -12548303.000000 Penalty: 5693.726074
	Iteration 55F: 3 clusters Score -1.25483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (70855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70855 members 
Entering Unmasked Estep 
Score: -9102708.000000 Penalty: 2769.760986
	Iteration 0F: 2 clusters Score -9102708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -9055290.000000 Penalty: 5539.521973
	Iteration 0F: 3 clusters Score -9055290 nChanged 33136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -9074245.000000 Penalty: 5539.521973
	Iteration 1F: 3 clusters Score -9074245 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -9075102.000000 Penalty: 5539.521973
	Iteration 2Q: 3 clusters Score -9075102 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -9076347.000000 Penalty: 5539.521973
	Iteration 3Q: 3 clusters Score -9076347 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -9078153.000000 Penalty: 5539.521973
	Iteration 4F: 3 clusters Score -9078153 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -9080922.000000 Penalty: 5539.521973
	Iteration 5F: 3 clusters Score -9080922 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -9084910.000000 Penalty: 5539.521973
	Iteration 6F: 3 clusters Score -9084910 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -9089694.000000 Penalty: 5539.521973
	Iteration 7F: 3 clusters Score -9089694 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63292 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -9094077.000000 Penalty: 5539.521973
	Iteration 8F: 3 clusters Score -9094077 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -9097211.000000 Penalty: 5539.521973
	Iteration 9Q: 3 clusters Score -9097211 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68664 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -9098858.000000 Penalty: 5539.521973
	Iteration 10Q: 3 clusters Score -9098858 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69639 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -9099603.000000 Penalty: 5539.521973
	Iteration 11Q: 3 clusters Score -9099603 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9099937.000000 Penalty: 5539.521973
	Iteration 12Q: 3 clusters Score -9099937 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9100075.000000 Penalty: 5539.521973
	Iteration 13Q: 3 clusters Score -9100075 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70307 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9100154.000000 Penalty: 5539.521973
	Iteration 14Q: 3 clusters Score -9100154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9100208.000000 Penalty: 5539.521973
	Iteration 15Q: 3 clusters Score -9100208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70392 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9100236.000000 Penalty: 5539.521973
	Iteration 16Q: 3 clusters Score -9100236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9100265.000000 Penalty: 5539.521973
	Iteration 17Q: 3 clusters Score -9100265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70426 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9100281.000000 Penalty: 5539.521973
	Iteration 18Q: 3 clusters Score -9100281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70434 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9100297.000000 Penalty: 5539.521973
	Iteration 19Q: 3 clusters Score -9100297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70443 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9100315.000000 Penalty: 5539.521973
	Iteration 20F: 3 clusters Score -9100315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70450 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9100334.000000 Penalty: 5539.521973
	Iteration 21Q: 3 clusters Score -9100334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9100351.000000 Penalty: 5539.521973
	Iteration 22Q: 3 clusters Score -9100351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70472 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9100364.000000 Penalty: 5539.521973
	Iteration 23Q: 3 clusters Score -9100364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70477 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9100376.000000 Penalty: 5539.521973
	Iteration 24Q: 3 clusters Score -9100376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70481 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9100381.000000 Penalty: 5539.521973
	Iteration 25Q: 3 clusters Score -9100381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9100386.000000 Penalty: 5539.521973
	Iteration 26Q: 3 clusters Score -9100386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70486 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9100386.000000 Penalty: 5539.521973
	Iteration 27Q: 3 clusters Score -9100386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9100376.000000 Penalty: 5539.521973
	Iteration 28Q: 3 clusters Score -9100376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70488 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9100390.000000 Penalty: 5539.521973
	Iteration 29Q: 3 clusters Score -9100390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9100386.000000 Penalty: 5539.521973
	Iteration 30Q: 3 clusters Score -9100386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70491 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9100390.000000 Penalty: 5539.521973
	Iteration 31Q: 3 clusters Score -9100390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9100394.000000 Penalty: 5539.521973
	Iteration 32Q: 3 clusters Score -9100394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9100391.000000 Penalty: 5539.521973
	Iteration 33Q: 3 clusters Score -9100391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9100391.000000 Penalty: 5539.521973
	Iteration 34F: 3 clusters Score -9100391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Entering Unmasked Estep 
Score: -4682576.500000 Penalty: 2604.140137
	Iteration 0F: 2 clusters Score -4682576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4657905.500000 Penalty: 5208.280273
	Iteration 0F: 3 clusters Score -4657906 nChanged 16465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -4667454.000000 Penalty: 5208.280273
	Iteration 1F: 3 clusters Score -4667454 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -4668580.000000 Penalty: 5208.280273
	Iteration 2F: 3 clusters Score -4668580 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -4670066.000000 Penalty: 5208.280273
	Iteration 3F: 3 clusters Score -4670066 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -4671560.500000 Penalty: 5208.280273
	Iteration 4F: 3 clusters Score -4671560 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -4673040.000000 Penalty: 5208.280273
	Iteration 5F: 3 clusters Score -4673040 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -4674275.000000 Penalty: 5208.280273
	Iteration 6F: 3 clusters Score -4674275 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -4675248.000000 Penalty: 5208.280273
	Iteration 7F: 3 clusters Score -4675248 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -4676046.500000 Penalty: 5208.280273
	Iteration 8Q: 3 clusters Score -4676046 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -4676751.500000 Penalty: 5208.280273
	Iteration 9Q: 3 clusters Score -4676752 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -4677372.000000 Penalty: 5208.280273
	Iteration 10Q: 3 clusters Score -4677372 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -4677882.500000 Penalty: 5208.280273
	Iteration 11Q: 3 clusters Score -4677882 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -4678392.500000 Penalty: 5208.280273
	Iteration 12Q: 3 clusters Score -4678392 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -4678788.500000 Penalty: 5208.280273
	Iteration 13Q: 3 clusters Score -4678788 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -4679134.000000 Penalty: 5208.280273
	Iteration 14Q: 3 clusters Score -4679134 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -4679407.500000 Penalty: 5208.280273
	Iteration 15Q: 3 clusters Score -4679408 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -4679649.500000 Penalty: 5208.280273
	Iteration 16Q: 3 clusters Score -4679650 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -4679845.000000 Penalty: 5208.280273
	Iteration 17Q: 3 clusters Score -4679845 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -4680060.000000 Penalty: 5208.280273
	Iteration 18Q: 3 clusters Score -4680060 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -4680263.000000 Penalty: 5208.280273
	Iteration 19Q: 3 clusters Score -4680263 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -4680414.500000 Penalty: 5208.280273
	Iteration 20F: 3 clusters Score -4680414 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -4680543.000000 Penalty: 5208.280273
	Iteration 21Q: 3 clusters Score -4680543 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -4680615.500000 Penalty: 5208.280273
	Iteration 22Q: 3 clusters Score -4680616 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -4680691.500000 Penalty: 5208.280273
	Iteration 23Q: 3 clusters Score -4680692 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -4680747.000000 Penalty: 5208.280273
	Iteration 24Q: 3 clusters Score -4680747 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -4680792.000000 Penalty: 5208.280273
	Iteration 25Q: 3 clusters Score -4680792 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -4680816.500000 Penalty: 5208.280273
	Iteration 26Q: 3 clusters Score -4680816 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -4680852.000000 Penalty: 5208.280273
	Iteration 27Q: 3 clusters Score -4680852 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -4680876.500000 Penalty: 5208.280273
	Iteration 28Q: 3 clusters Score -4680876 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -4680902.000000 Penalty: 5208.280273
	Iteration 29Q: 3 clusters Score -4680902 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -4680916.500000 Penalty: 5208.280273
	Iteration 30Q: 3 clusters Score -4680916 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -4680932.500000 Penalty: 5208.280273
	Iteration 31Q: 3 clusters Score -4680932 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -4680934.000000 Penalty: 5208.280273
	Iteration 32Q: 3 clusters Score -4680934 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -4680936.500000 Penalty: 5208.280273
	Iteration 33Q: 3 clusters Score -4680936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -4680939.500000 Penalty: 5208.280273
	Iteration 34Q: 3 clusters Score -4680940 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -4680955.500000 Penalty: 5208.280273
	Iteration 35Q: 3 clusters Score -4680956 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -4680961.500000 Penalty: 5208.280273
	Iteration 36Q: 3 clusters Score -4680962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -4680973.000000 Penalty: 5208.280273
	Iteration 37Q: 3 clusters Score -4680973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -4680967.500000 Penalty: 5208.280273
	Iteration 38Q: 3 clusters Score -4680968 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -4680974.500000 Penalty: 5208.280273
	Iteration 39Q: 3 clusters Score -4680974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -4680983.000000 Penalty: 5208.280273
	Iteration 40F: 3 clusters Score -4680983 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -4680990.500000 Penalty: 5208.280273
	Iteration 41Q: 3 clusters Score -4680990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -4680999.000000 Penalty: 5208.280273
	Iteration 42Q: 3 clusters Score -4680999 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4681000.000000 Penalty: 5208.280273
	Iteration 43Q: 3 clusters Score -4681000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -4680999.500000 Penalty: 5208.280273
	Iteration 44Q: 3 clusters Score -4681000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -4680997.000000 Penalty: 5208.280273
	Iteration 45Q: 3 clusters Score -4680997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -4681008.000000 Penalty: 5208.280273
	Iteration 46Q: 3 clusters Score -4681008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -4681011.000000 Penalty: 5208.280273
	Iteration 47Q: 3 clusters Score -4681011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -4681008.000000 Penalty: 5208.280273
	Iteration 48Q: 3 clusters Score -4681008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -4681010.000000 Penalty: 5208.280273
	Iteration 49Q: 3 clusters Score -4681010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -4681012.500000 Penalty: 5208.280273
	Iteration 50Q: 3 clusters Score -4681012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -4681021.000000 Penalty: 5208.280273
	Iteration 51Q: 3 clusters Score -4681021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -4681019.500000 Penalty: 5208.280273
	Iteration 52Q: 3 clusters Score -4681020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -4681024.500000 Penalty: 5208.280273
	Iteration 53Q: 3 clusters Score -4681024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -4681035.500000 Penalty: 5208.280273
	Iteration 54Q: 3 clusters Score -4681036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -4681039.500000 Penalty: 5208.280273
	Iteration 55Q: 3 clusters Score -4681040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -4681039.500000 Penalty: 5208.280273
	Iteration 56Q: 3 clusters Score -4681040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -4681042.000000 Penalty: 5208.280273
	Iteration 57Q: 3 clusters Score -4681042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -4681042.000000 Penalty: 5208.280273
	Iteration 58F: 3 clusters Score -4681042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Entering Unmasked Estep 
Score: -740367.875000 Penalty: 2161.009033
	Iteration 0F: 2 clusters Score -740367.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -735145.187500 Penalty: 4322.018066
	Iteration 0F: 3 clusters Score -735145.2 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -736466.500000 Penalty: 4322.018066
	Iteration 1F: 3 clusters Score -736466.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -736696.312500 Penalty: 4322.018066
	Iteration 2F: 3 clusters Score -736696.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -736848.187500 Penalty: 4322.018066
	Iteration 3F: 3 clusters Score -736848.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -736993.937500 Penalty: 4322.018066
	Iteration 4Q: 3 clusters Score -736993.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -737120.937500 Penalty: 4322.018066
	Iteration 5Q: 3 clusters Score -737120.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -737235.125000 Penalty: 4322.018066
	Iteration 6Q: 3 clusters Score -737235.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -737379.062500 Penalty: 4322.018066
	Iteration 7Q: 3 clusters Score -737379.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -737506.000000 Penalty: 4322.018066
	Iteration 8Q: 3 clusters Score -737506 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -737647.437500 Penalty: 4322.018066
	Iteration 9Q: 3 clusters Score -737647.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -737789.437500 Penalty: 4322.018066
	Iteration 10Q: 3 clusters Score -737789.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -737895.812500 Penalty: 4322.018066
	Iteration 11Q: 3 clusters Score -737895.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -737988.500000 Penalty: 4322.018066
	Iteration 12Q: 3 clusters Score -737988.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -738052.375000 Penalty: 4322.018066
	Iteration 13Q: 3 clusters Score -738052.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -738103.375000 Penalty: 4322.018066
	Iteration 14Q: 3 clusters Score -738103.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -738149.625000 Penalty: 4322.018066
	Iteration 15Q: 3 clusters Score -738149.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -738190.437500 Penalty: 4322.018066
	Iteration 16Q: 3 clusters Score -738190.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -738218.250000 Penalty: 4322.018066
	Iteration 17Q: 3 clusters Score -738218.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -738240.875000 Penalty: 4322.018066
	Iteration 18Q: 3 clusters Score -738240.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -738253.937500 Penalty: 4322.018066
	Iteration 19Q: 3 clusters Score -738253.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -738264.625000 Penalty: 4322.018066
	Iteration 20F: 3 clusters Score -738264.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -738276.375000 Penalty: 4322.018066
	Iteration 21Q: 3 clusters Score -738276.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -738288.875000 Penalty: 4322.018066
	Iteration 22Q: 3 clusters Score -738288.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -738300.125000 Penalty: 4322.018066
	Iteration 23Q: 3 clusters Score -738300.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -738312.812500 Penalty: 4322.018066
	Iteration 24Q: 3 clusters Score -738312.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -738327.375000 Penalty: 4322.018066
	Iteration 25Q: 3 clusters Score -738327.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -738347.187500 Penalty: 4322.018066
	Iteration 26Q: 3 clusters Score -738347.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -738364.875000 Penalty: 4322.018066
	Iteration 27Q: 3 clusters Score -738364.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -738380.812500 Penalty: 4322.018066
	Iteration 28Q: 3 clusters Score -738380.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -738395.500000 Penalty: 4322.018066
	Iteration 29Q: 3 clusters Score -738395.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -738408.562500 Penalty: 4322.018066
	Iteration 30Q: 3 clusters Score -738408.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -738422.562500 Penalty: 4322.018066
	Iteration 31Q: 3 clusters Score -738422.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -738443.250000 Penalty: 4322.018066
	Iteration 32Q: 3 clusters Score -738443.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -738473.875000 Penalty: 4322.018066
	Iteration 33Q: 3 clusters Score -738473.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -738505.500000 Penalty: 4322.018066
	Iteration 34Q: 3 clusters Score -738505.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -738540.937500 Penalty: 4322.018066
	Iteration 35Q: 3 clusters Score -738540.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -738568.937500 Penalty: 4322.018066
	Iteration 36Q: 3 clusters Score -738568.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -738590.187500 Penalty: 4322.018066
	Iteration 37Q: 3 clusters Score -738590.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -738610.937500 Penalty: 4322.018066
	Iteration 38Q: 3 clusters Score -738610.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -738624.687500 Penalty: 4322.018066
	Iteration 39Q: 3 clusters Score -738624.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -738633.687500 Penalty: 4322.018066
	Iteration 40F: 3 clusters Score -738633.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -738641.250000 Penalty: 4322.018066
	Iteration 41Q: 3 clusters Score -738641.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -738646.562500 Penalty: 4322.018066
	Iteration 42Q: 3 clusters Score -738646.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -738651.750000 Penalty: 4322.018066
	Iteration 43Q: 3 clusters Score -738651.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -738655.312500 Penalty: 4322.018066
	Iteration 44Q: 3 clusters Score -738655.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -738661.187500 Penalty: 4322.018066
	Iteration 45Q: 3 clusters Score -738661.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -738663.187500 Penalty: 4322.018066
	Iteration 46Q: 3 clusters Score -738663.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -738672.125000 Penalty: 4322.018066
	Iteration 47Q: 3 clusters Score -738672.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -738677.812500 Penalty: 4322.018066
	Iteration 48Q: 3 clusters Score -738677.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -738687.500000 Penalty: 4322.018066
	Iteration 49Q: 3 clusters Score -738687.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -738690.937500 Penalty: 4322.018066
	Iteration 50Q: 3 clusters Score -738690.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -738699.375000 Penalty: 4322.018066
	Iteration 51Q: 3 clusters Score -738699.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -738709.000000 Penalty: 4322.018066
	Iteration 52Q: 3 clusters Score -738709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -738719.625000 Penalty: 4322.018066
	Iteration 53Q: 3 clusters Score -738719.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -738741.500000 Penalty: 4322.018066
	Iteration 54Q: 3 clusters Score -738741.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -738775.250000 Penalty: 4322.018066
	Iteration 55Q: 3 clusters Score -738775.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -738812.125000 Penalty: 4322.018066
	Iteration 56Q: 3 clusters Score -738812.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -738849.000000 Penalty: 4322.018066
	Iteration 57Q: 3 clusters Score -738849 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -738898.062500 Penalty: 4322.018066
	Iteration 58Q: 3 clusters Score -738898.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -738967.062500 Penalty: 4322.018066
	Iteration 59Q: 3 clusters Score -738967.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -739039.625000 Penalty: 4322.018066
	Iteration 60F: 3 clusters Score -739039.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -739126.375000 Penalty: 4322.018066
	Iteration 61Q: 3 clusters Score -739126.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -739225.125000 Penalty: 4322.018066
	Iteration 62Q: 3 clusters Score -739225.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -739289.437500 Penalty: 4322.018066
	Iteration 63Q: 3 clusters Score -739289.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -739328.937500 Penalty: 4322.018066
	Iteration 64Q: 3 clusters Score -739328.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -739372.437500 Penalty: 4322.018066
	Iteration 65Q: 3 clusters Score -739372.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -739407.812500 Penalty: 4322.018066
	Iteration 66Q: 3 clusters Score -739407.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -739422.812500 Penalty: 4322.018066
	Iteration 67Q: 3 clusters Score -739422.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -739432.000000 Penalty: 4322.018066
	Iteration 68Q: 3 clusters Score -739432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -739437.875000 Penalty: 4322.018066
	Iteration 69Q: 3 clusters Score -739437.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -739443.062500 Penalty: 4322.018066
	Iteration 70Q: 3 clusters Score -739443.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -739445.625000 Penalty: 4322.018066
	Iteration 71Q: 3 clusters Score -739445.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -739447.562500 Penalty: 4322.018066
	Iteration 72Q: 3 clusters Score -739447.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -739446.500000 Penalty: 4322.018066
	Iteration 73Q: 3 clusters Score -739446.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -739446.437500 Penalty: 4322.018066
	Iteration 74Q: 3 clusters Score -739446.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -739448.062500 Penalty: 4322.018066
	Iteration 75Q: 3 clusters Score -739448.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -739448.062500 Penalty: 4322.018066
	Iteration 76F: 3 clusters Score -739448.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Entering Unmasked Estep 
Score: -1381593.000000 Penalty: 2318.307129
	Iteration 0F: 2 clusters Score -1381593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1373032.375000 Penalty: 4636.614258
	Iteration 0F: 3 clusters Score -1373032 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1375857.375000 Penalty: 4636.614258
	Iteration 1F: 3 clusters Score -1375857 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1376350.875000 Penalty: 4636.614258
	Iteration 2F: 3 clusters Score -1376351 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1376752.875000 Penalty: 4636.614258
	Iteration 3F: 3 clusters Score -1376753 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1377064.375000 Penalty: 4636.614258
	Iteration 4F: 3 clusters Score -1377064 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1377350.625000 Penalty: 4636.614258
	Iteration 5Q: 3 clusters Score -1377351 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1377594.375000 Penalty: 4636.614258
	Iteration 6Q: 3 clusters Score -1377594 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1377799.625000 Penalty: 4636.614258
	Iteration 7Q: 3 clusters Score -1377800 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1377974.750000 Penalty: 4636.614258
	Iteration 8Q: 3 clusters Score -1377975 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1378111.750000 Penalty: 4636.614258
	Iteration 9Q: 3 clusters Score -1378112 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1378239.750000 Penalty: 4636.614258
	Iteration 10Q: 3 clusters Score -1378240 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1378354.375000 Penalty: 4636.614258
	Iteration 11Q: 3 clusters Score -1378354 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1378473.500000 Penalty: 4636.614258
	Iteration 12Q: 3 clusters Score -1378474 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1378572.625000 Penalty: 4636.614258
	Iteration 13Q: 3 clusters Score -1378573 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1378669.250000 Penalty: 4636.614258
	Iteration 14Q: 3 clusters Score -1378669 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1378763.500000 Penalty: 4636.614258
	Iteration 15Q: 3 clusters Score -1378764 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1378837.875000 Penalty: 4636.614258
	Iteration 16Q: 3 clusters Score -1378838 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1378887.625000 Penalty: 4636.614258
	Iteration 17Q: 3 clusters Score -1378888 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1378929.125000 Penalty: 4636.614258
	Iteration 18Q: 3 clusters Score -1378929 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1378957.250000 Penalty: 4636.614258
	Iteration 19Q: 3 clusters Score -1378957 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1378986.750000 Penalty: 4636.614258
	Iteration 20F: 3 clusters Score -1378987 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1379023.875000 Penalty: 4636.614258
	Iteration 21Q: 3 clusters Score -1379024 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1379052.625000 Penalty: 4636.614258
	Iteration 22Q: 3 clusters Score -1379053 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1379077.875000 Penalty: 4636.614258
	Iteration 23Q: 3 clusters Score -1379078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1379094.500000 Penalty: 4636.614258
	Iteration 24Q: 3 clusters Score -1379094 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1379109.500000 Penalty: 4636.614258
	Iteration 25Q: 3 clusters Score -1379110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1379135.125000 Penalty: 4636.614258
	Iteration 26Q: 3 clusters Score -1379135 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1379164.000000 Penalty: 4636.614258
	Iteration 27Q: 3 clusters Score -1379164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1379190.875000 Penalty: 4636.614258
	Iteration 28Q: 3 clusters Score -1379191 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1379208.875000 Penalty: 4636.614258
	Iteration 29Q: 3 clusters Score -1379209 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1379239.625000 Penalty: 4636.614258
	Iteration 30Q: 3 clusters Score -1379240 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1379258.375000 Penalty: 4636.614258
	Iteration 31Q: 3 clusters Score -1379258 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1379295.000000 Penalty: 4636.614258
	Iteration 32Q: 3 clusters Score -1379295 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1379314.875000 Penalty: 4636.614258
	Iteration 33Q: 3 clusters Score -1379315 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1379334.875000 Penalty: 4636.614258
	Iteration 34Q: 3 clusters Score -1379335 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1379352.875000 Penalty: 4636.614258
	Iteration 35Q: 3 clusters Score -1379353 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1379362.500000 Penalty: 4636.614258
	Iteration 36Q: 3 clusters Score -1379362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1379371.000000 Penalty: 4636.614258
	Iteration 37Q: 3 clusters Score -1379371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1379375.500000 Penalty: 4636.614258
	Iteration 38Q: 3 clusters Score -1379376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1379389.375000 Penalty: 4636.614258
	Iteration 39Q: 3 clusters Score -1379389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1379400.625000 Penalty: 4636.614258
	Iteration 40F: 3 clusters Score -1379401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1379411.500000 Penalty: 4636.614258
	Iteration 41Q: 3 clusters Score -1379412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1379414.375000 Penalty: 4636.614258
	Iteration 42Q: 3 clusters Score -1379414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1379427.875000 Penalty: 4636.614258
	Iteration 43Q: 3 clusters Score -1379428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1379431.250000 Penalty: 4636.614258
	Iteration 44Q: 3 clusters Score -1379431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1379441.500000 Penalty: 4636.614258
	Iteration 45Q: 3 clusters Score -1379442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1379444.625000 Penalty: 4636.614258
	Iteration 46Q: 3 clusters Score -1379445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1379448.625000 Penalty: 4636.614258
	Iteration 47Q: 3 clusters Score -1379449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1379449.000000 Penalty: 4636.614258
	Iteration 48Q: 3 clusters Score -1379449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1379453.750000 Penalty: 4636.614258
	Iteration 49Q: 3 clusters Score -1379454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1379459.375000 Penalty: 4636.614258
	Iteration 50Q: 3 clusters Score -1379459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1379457.750000 Penalty: 4636.614258
	Iteration 51Q: 3 clusters Score -1379458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1379459.250000 Penalty: 4636.614258
	Iteration 52Q: 3 clusters Score -1379459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1379468.375000 Penalty: 4636.614258
	Iteration 53Q: 3 clusters Score -1379468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1379473.375000 Penalty: 4636.614258
	Iteration 54Q: 3 clusters Score -1379473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1379480.750000 Penalty: 4636.614258
	Iteration 55Q: 3 clusters Score -1379481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1379478.500000 Penalty: 4636.614258
	Iteration 56Q: 3 clusters Score -1379478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1379481.750000 Penalty: 4636.614258
	Iteration 57Q: 3 clusters Score -1379482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1379480.250000 Penalty: 4636.614258
	Iteration 58Q: 3 clusters Score -1379480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1379490.250000 Penalty: 4636.614258
	Iteration 59Q: 3 clusters Score -1379490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1379491.375000 Penalty: 4636.614258
	Iteration 60F: 3 clusters Score -1379491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1379490.000000 Penalty: 4636.614258
	Iteration 61Q: 3 clusters Score -1379490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1379493.750000 Penalty: 4636.614258
	Iteration 62Q: 3 clusters Score -1379494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1379497.250000 Penalty: 4636.614258
	Iteration 63Q: 3 clusters Score -1379497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1379502.875000 Penalty: 4636.614258
	Iteration 64Q: 3 clusters Score -1379503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1379506.750000 Penalty: 4636.614258
	Iteration 65Q: 3 clusters Score -1379507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1379509.000000 Penalty: 4636.614258
	Iteration 66Q: 3 clusters Score -1379509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1379507.500000 Penalty: 4636.614258
	Iteration 67Q: 3 clusters Score -1379508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1379504.500000 Penalty: 4636.614258
	Iteration 68Q: 3 clusters Score -1379504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1379507.000000 Penalty: 4636.614258
	Iteration 69Q: 3 clusters Score -1379507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1379510.750000 Penalty: 4636.614258
	Iteration 70Q: 3 clusters Score -1379511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1379519.500000 Penalty: 4636.614258
	Iteration 71Q: 3 clusters Score -1379520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1379524.625000 Penalty: 4636.614258
	Iteration 72Q: 3 clusters Score -1379525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1379530.875000 Penalty: 4636.614258
	Iteration 73Q: 3 clusters Score -1379531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1379536.000000 Penalty: 4636.614258
	Iteration 74Q: 3 clusters Score -1379536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1379541.750000 Penalty: 4636.614258
	Iteration 75Q: 3 clusters Score -1379542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1379544.500000 Penalty: 4636.614258
	Iteration 76Q: 3 clusters Score -1379544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1379552.375000 Penalty: 4636.614258
	Iteration 77Q: 3 clusters Score -1379552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1379559.000000 Penalty: 4636.614258
	Iteration 78Q: 3 clusters Score -1379559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1379559.875000 Penalty: 4636.614258
	Iteration 79Q: 3 clusters Score -1379560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1379566.375000 Penalty: 4636.614258
	Iteration 80F: 3 clusters Score -1379566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1379575.625000 Penalty: 4636.614258
	Iteration 81Q: 3 clusters Score -1379576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1379581.625000 Penalty: 4636.614258
	Iteration 82Q: 3 clusters Score -1379582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1379604.125000 Penalty: 4636.614258
	Iteration 83Q: 3 clusters Score -1379604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1379637.875000 Penalty: 4636.614258
	Iteration 84Q: 3 clusters Score -1379638 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1379678.875000 Penalty: 4636.614258
	Iteration 85Q: 3 clusters Score -1379679 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1379753.750000 Penalty: 4636.614258
	Iteration 86Q: 3 clusters Score -1379754 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1379856.125000 Penalty: 4636.614258
	Iteration 87Q: 3 clusters Score -1379856 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1379971.625000 Penalty: 4636.614258
	Iteration 88Q: 3 clusters Score -1379972 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1380058.250000 Penalty: 4636.614258
	Iteration 89Q: 3 clusters Score -1380058 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1380127.500000 Penalty: 4636.614258
	Iteration 90Q: 3 clusters Score -1380128 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1380161.375000 Penalty: 4636.614258
	Iteration 91Q: 3 clusters Score -1380161 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1380195.750000 Penalty: 4636.614258
	Iteration 92Q: 3 clusters Score -1380196 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1380215.500000 Penalty: 4636.614258
	Iteration 93Q: 3 clusters Score -1380216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1380227.875000 Penalty: 4636.614258
	Iteration 94Q: 3 clusters Score -1380228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1380240.000000 Penalty: 4636.614258
	Iteration 95Q: 3 clusters Score -1380240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1380250.000000 Penalty: 4636.614258
	Iteration 96Q: 3 clusters Score -1380250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1380252.875000 Penalty: 4636.614258
	Iteration 97Q: 3 clusters Score -1380253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1380255.000000 Penalty: 4636.614258
	Iteration 98Q: 3 clusters Score -1380255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1380253.875000 Penalty: 4636.614258
	Iteration 99Q: 3 clusters Score -1380254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1380256.750000 Penalty: 4636.614258
	Iteration 100F: 3 clusters Score -1380257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1380261.375000 Penalty: 4636.614258
	Iteration 101Q: 3 clusters Score -1380261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1380261.750000 Penalty: 4636.614258
	Iteration 102Q: 3 clusters Score -1380262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1380263.625000 Penalty: 4636.614258
	Iteration 103Q: 3 clusters Score -1380264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1380264.125000 Penalty: 4636.614258
	Iteration 104Q: 3 clusters Score -1380264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1380265.125000 Penalty: 4636.614258
	Iteration 105Q: 3 clusters Score -1380265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1380264.875000 Penalty: 4636.614258
	Iteration 106Q: 3 clusters Score -1380265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1380264.000000 Penalty: 4636.614258
	Iteration 107Q: 3 clusters Score -1380264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1380264.625000 Penalty: 4636.614258
	Iteration 108Q: 3 clusters Score -1380265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1380264.625000 Penalty: 4636.614258
	Iteration 109F: 3 clusters Score -1380265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Entering Unmasked Estep 
Score: -386596.000000 Penalty: 2028.023926
	Iteration 0F: 2 clusters Score -386596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -382940.968750 Penalty: 4056.047852
	Iteration 0F: 3 clusters Score -382941 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -383865.406250 Penalty: 4056.047852
	Iteration 1F: 3 clusters Score -383865.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -384131.125000 Penalty: 4056.047852
	Iteration 2F: 3 clusters Score -384131.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -384357.875000 Penalty: 4056.047852
	Iteration 3F: 3 clusters Score -384357.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -384538.250000 Penalty: 4056.047852
	Iteration 4F: 3 clusters Score -384538.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -384692.500000 Penalty: 4056.047852
	Iteration 5Q: 3 clusters Score -384692.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -384810.812500 Penalty: 4056.047852
	Iteration 6Q: 3 clusters Score -384810.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -384947.156250 Penalty: 4056.047852
	Iteration 7Q: 3 clusters Score -384947.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -385079.906250 Penalty: 4056.047852
	Iteration 8Q: 3 clusters Score -385079.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -385172.250000 Penalty: 4056.047852
	Iteration 9Q: 3 clusters Score -385172.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -385247.500000 Penalty: 4056.047852
	Iteration 10Q: 3 clusters Score -385247.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -385331.218750 Penalty: 4056.047852
	Iteration 11Q: 3 clusters Score -385331.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -385388.843750 Penalty: 4056.047852
	Iteration 12Q: 3 clusters Score -385388.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -385443.437500 Penalty: 4056.047852
	Iteration 13Q: 3 clusters Score -385443.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -385491.406250 Penalty: 4056.047852
	Iteration 14Q: 3 clusters Score -385491.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -385533.156250 Penalty: 4056.047852
	Iteration 15Q: 3 clusters Score -385533.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -385574.437500 Penalty: 4056.047852
	Iteration 16Q: 3 clusters Score -385574.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -385611.125000 Penalty: 4056.047852
	Iteration 17Q: 3 clusters Score -385611.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -385639.343750 Penalty: 4056.047852
	Iteration 18Q: 3 clusters Score -385639.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -385664.437500 Penalty: 4056.047852
	Iteration 19Q: 3 clusters Score -385664.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -385674.968750 Penalty: 4056.047852
	Iteration 20F: 3 clusters Score -385675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -385684.593750 Penalty: 4056.047852
	Iteration 21Q: 3 clusters Score -385684.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -385689.531250 Penalty: 4056.047852
	Iteration 22Q: 3 clusters Score -385689.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -385694.593750 Penalty: 4056.047852
	Iteration 23Q: 3 clusters Score -385694.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -385695.562500 Penalty: 4056.047852
	Iteration 24Q: 3 clusters Score -385695.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -385696.187500 Penalty: 4056.047852
	Iteration 25Q: 3 clusters Score -385696.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -385696.187500 Penalty: 4056.047852
	Iteration 26F: 3 clusters Score -385696.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Entering Unmasked Estep 
Score: -6157164.000000 Penalty: 2672.606934
	Iteration 0F: 2 clusters Score -6157164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -6124872.000000 Penalty: 5345.213867
	Iteration 0F: 3 clusters Score -6124872 nChanged 22161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -6137220.500000 Penalty: 5345.213867
	Iteration 1F: 3 clusters Score -6137220 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -6137832.500000 Penalty: 5345.213867
	Iteration 2Q: 3 clusters Score -6137832 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -6138425.000000 Penalty: 5345.213867
	Iteration 3Q: 3 clusters Score -6138425 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -6138958.000000 Penalty: 5345.213867
	Iteration 4Q: 3 clusters Score -6138958 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -6139479.500000 Penalty: 5345.213867
	Iteration 5Q: 3 clusters Score -6139480 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -6140129.000000 Penalty: 5345.213867
	Iteration 6Q: 3 clusters Score -6140129 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -6140857.500000 Penalty: 5345.213867
	Iteration 7Q: 3 clusters Score -6140858 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -6141720.500000 Penalty: 5345.213867
	Iteration 8Q: 3 clusters Score -6141720 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -6142692.500000 Penalty: 5345.213867
	Iteration 9Q: 3 clusters Score -6142692 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -6143966.000000 Penalty: 5345.213867
	Iteration 10Q: 3 clusters Score -6143966 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -6145443.500000 Penalty: 5345.213867
	Iteration 11F: 3 clusters Score -6145444 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -6146944.500000 Penalty: 5345.213867
	Iteration 12F: 3 clusters Score -6146944 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -6148511.000000 Penalty: 5345.213867
	Iteration 13Q: 3 clusters Score -6148511 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -6150033.500000 Penalty: 5345.213867
	Iteration 14Q: 3 clusters Score -6150034 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -6151465.500000 Penalty: 5345.213867
	Iteration 15Q: 3 clusters Score -6151466 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -6152675.500000 Penalty: 5345.213867
	Iteration 16Q: 3 clusters Score -6152676 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -6153475.500000 Penalty: 5345.213867
	Iteration 17Q: 3 clusters Score -6153476 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6153968.000000 Penalty: 5345.213867
	Iteration 18Q: 3 clusters Score -6153968 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6154276.500000 Penalty: 5345.213867
	Iteration 19Q: 3 clusters Score -6154276 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6154490.000000 Penalty: 5345.213867
	Iteration 20F: 3 clusters Score -6154490 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6154633.500000 Penalty: 5345.213867
	Iteration 21Q: 3 clusters Score -6154634 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6154721.000000 Penalty: 5345.213867
	Iteration 22Q: 3 clusters Score -6154721 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6154765.000000 Penalty: 5345.213867
	Iteration 23Q: 3 clusters Score -6154765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6154792.500000 Penalty: 5345.213867
	Iteration 24Q: 3 clusters Score -6154792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6154819.500000 Penalty: 5345.213867
	Iteration 25Q: 3 clusters Score -6154820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6154825.500000 Penalty: 5345.213867
	Iteration 26Q: 3 clusters Score -6154826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6154839.500000 Penalty: 5345.213867
	Iteration 27Q: 3 clusters Score -6154840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6154852.000000 Penalty: 5345.213867
	Iteration 28Q: 3 clusters Score -6154852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6154859.500000 Penalty: 5345.213867
	Iteration 29Q: 3 clusters Score -6154860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6154856.500000 Penalty: 5345.213867
	Iteration 30Q: 3 clusters Score -6154856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6154862.500000 Penalty: 5345.213867
	Iteration 31Q: 3 clusters Score -6154862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6154870.500000 Penalty: 5345.213867
	Iteration 32Q: 3 clusters Score -6154870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6154877.500000 Penalty: 5345.213867
	Iteration 33Q: 3 clusters Score -6154878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6154877.500000 Penalty: 5345.213867
	Iteration 34Q: 3 clusters Score -6154878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6154880.000000 Penalty: 5345.213867
	Iteration 35Q: 3 clusters Score -6154880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6154879.500000 Penalty: 5345.213867
	Iteration 36Q: 3 clusters Score -6154880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6154883.000000 Penalty: 5345.213867
	Iteration 37Q: 3 clusters Score -6154883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6154883.000000 Penalty: 5345.213867
	Iteration 38F: 3 clusters Score -6154883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -114927.656250 Penalty: 1732.439209
	Iteration 0F: 2 clusters Score -114927.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -112954.937500 Penalty: 3464.878418
	Iteration 0F: 3 clusters Score -112954.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -113813.093750 Penalty: 3464.878418
	Iteration 1F: 3 clusters Score -113813.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -114502.875000 Penalty: 3464.878418
	Iteration 2F: 3 clusters Score -114502.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -114719.421875 Penalty: 3464.878418
	Iteration 3F: 3 clusters Score -114719.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -114829.539062 Penalty: 3464.878418
	Iteration 4Q: 3 clusters Score -114829.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -114934.632812 Penalty: 3464.878418
	Iteration 5Q: 3 clusters Score -114934.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -114995.937500 Penalty: 3464.878418
	Iteration 6Q: 3 clusters Score -114995.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -115053.601562 Penalty: 3464.878418
	Iteration 7Q: 3 clusters Score -115053.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -115074.789062 Penalty: 3464.878418
	Iteration 8Q: 3 clusters Score -115074.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -115092.054688 Penalty: 3464.878418
	Iteration 9Q: 3 clusters Score -115092.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -115103.132812 Penalty: 3464.878418
	Iteration 10Q: 3 clusters Score -115103.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -115118.250000 Penalty: 3464.878418
	Iteration 11Q: 3 clusters Score -115118.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -115140.085938 Penalty: 3464.878418
	Iteration 12Q: 3 clusters Score -115140.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -115188.054688 Penalty: 3464.878418
	Iteration 13Q: 3 clusters Score -115188.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -115230.906250 Penalty: 3464.878418
	Iteration 14Q: 3 clusters Score -115230.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -115246.617188 Penalty: 3464.878418
	Iteration 15Q: 3 clusters Score -115246.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -115259.148438 Penalty: 3464.878418
	Iteration 16Q: 3 clusters Score -115259.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -115279.585938 Penalty: 3464.878418
	Iteration 17Q: 3 clusters Score -115279.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -115286.484375 Penalty: 3464.878418
	Iteration 18Q: 3 clusters Score -115286.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -115306.492188 Penalty: 3464.878418
	Iteration 19Q: 3 clusters Score -115306.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -115333.257812 Penalty: 3464.878418
	Iteration 20F: 3 clusters Score -115333.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -115363.015625 Penalty: 3464.878418
	Iteration 21Q: 3 clusters Score -115363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -115412.992188 Penalty: 3464.878418
	Iteration 22Q: 3 clusters Score -115413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -115489.609375 Penalty: 3464.878418
	Iteration 23Q: 3 clusters Score -115489.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -115513.765625 Penalty: 3464.878418
	Iteration 24Q: 3 clusters Score -115513.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -115530.453125 Penalty: 3464.878418
	Iteration 25Q: 3 clusters Score -115530.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -115557.460938 Penalty: 3464.878418
	Iteration 26Q: 3 clusters Score -115557.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -115574.187500 Penalty: 3464.878418
	Iteration 27Q: 3 clusters Score -115574.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -115586.000000 Penalty: 3464.878418
	Iteration 28Q: 3 clusters Score -115586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -115588.109375 Penalty: 3464.878418
	Iteration 29Q: 3 clusters Score -115588.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -115590.421875 Penalty: 3464.878418
	Iteration 30Q: 3 clusters Score -115590.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -115593.492188 Penalty: 3464.878418
	Iteration 31Q: 3 clusters Score -115593.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -115604.000000 Penalty: 3464.878418
	Iteration 32Q: 3 clusters Score -115604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -115606.406250 Penalty: 3464.878418
	Iteration 33Q: 3 clusters Score -115606.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -115606.687500 Penalty: 3464.878418
	Iteration 34F: 3 clusters Score -115606.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -115615.156250 Penalty: 3464.878418
	Iteration 35Q: 3 clusters Score -115615.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -115615.156250 Penalty: 3464.878418
	Iteration 36F: 3 clusters Score -115615.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 103172 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 25109 members 
Mstep: Class 7 contains 8563 members 
Mstep: Class 8 contains 48534 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23180 members 
Mstep: Class 11 contains 13265 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 15948 members 
Mstep: Class 14 contains 181700 members 
Mstep: Class 15 contains 9274 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89164 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96692 members 
Mstep: Class 20 contains 70855 members 
Mstep: Class 21 contains 36336 members 
Mstep: Class 22 contains 6086 members 
Mstep: Class 23 contains 11476 members 
Mstep: Class 24 contains 3560 members 
Mstep: Class 25 contains 47889 members 
Mstep: Class 26 contains 750 members 
Mstep: Class 27 contains 92854 members 
Mstep: Class 28 contains 5586 members 
Mstep: Class 29 contains 19442 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170777 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18816 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8548 members 
Mstep: Class 37 contains 4223 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Mstep: Class 40 contains 331 members 
Entering Unmasked Estep 
Score: -150937408.000000 Penalty: 138967.843750
Splitting cluster 26 changes total score from -150938800.000000 to -150937408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (92854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92854 members 
Entering Unmasked Estep 
Score: -11196375.000000 Penalty: 2836.818359
	Iteration 0F: 2 clusters Score -1.119638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -11134257.000000 Penalty: 5673.636719
	Iteration 0F: 3 clusters Score -1.113426e+07 nChanged 43934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -11160217.000000 Penalty: 5673.636719
	Iteration 1F: 3 clusters Score -1.116022e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -11162164.000000 Penalty: 5673.636719
	Iteration 2Q: 3 clusters Score -1.116216e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -11164945.000000 Penalty: 5673.636719
	Iteration 3F: 3 clusters Score -1.116494e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -11168617.000000 Penalty: 5673.636719
	Iteration 4F: 3 clusters Score -1.116862e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -11173014.000000 Penalty: 5673.636719
	Iteration 5F: 3 clusters Score -1.117301e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -11177582.000000 Penalty: 5673.636719
	Iteration 6F: 3 clusters Score -1.117758e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -11181704.000000 Penalty: 5673.636719
	Iteration 7F: 3 clusters Score -1.11817e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -11184842.000000 Penalty: 5673.636719
	Iteration 8F: 3 clusters Score -1.118484e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -11186846.000000 Penalty: 5673.636719
	Iteration 9Q: 3 clusters Score -1.118685e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -11188037.000000 Penalty: 5673.636719
	Iteration 10Q: 3 clusters Score -1.118804e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -11188765.000000 Penalty: 5673.636719
	Iteration 11Q: 3 clusters Score -1.118876e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 64505 members 
Entering Unmasked Estep 
Score: -11189295.000000 Penalty: 5673.636719
	Iteration 12Q: 3 clusters Score -1.11893e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -11189672.000000 Penalty: 5673.636719
	Iteration 13Q: 3 clusters Score -1.118967e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 66226 members 
Entering Unmasked Estep 
Score: -11189974.000000 Penalty: 5673.636719
	Iteration 14Q: 3 clusters Score -1.118997e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 66991 members 
Entering Unmasked Estep 
Score: -11190200.000000 Penalty: 5673.636719
	Iteration 15Q: 3 clusters Score -1.11902e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -11190361.000000 Penalty: 5673.636719
	Iteration 16Q: 3 clusters Score -1.119036e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -11190554.000000 Penalty: 5673.636719
	Iteration 17Q: 3 clusters Score -1.119055e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 69105 members 
Entering Unmasked Estep 
Score: -11190645.000000 Penalty: 5673.636719
	Iteration 18Q: 3 clusters Score -1.119064e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -11190824.000000 Penalty: 5673.636719
	Iteration 19Q: 3 clusters Score -1.119082e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -11191072.000000 Penalty: 5673.636719
	Iteration 20F: 3 clusters Score -1.119107e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -11191205.000000 Penalty: 5673.636719
	Iteration 21Q: 3 clusters Score -1.11912e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 71841 members 
Entering Unmasked Estep 
Score: -11191389.000000 Penalty: 5673.636719
	Iteration 22Q: 3 clusters Score -1.119139e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -11191581.000000 Penalty: 5673.636719
	Iteration 23Q: 3 clusters Score -1.119158e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -11191731.000000 Penalty: 5673.636719
	Iteration 24Q: 3 clusters Score -1.119173e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 73685 members 
Entering Unmasked Estep 
Score: -11191879.000000 Penalty: 5673.636719
	Iteration 25Q: 3 clusters Score -1.119188e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 74276 members 
Entering Unmasked Estep 
Score: -11191985.000000 Penalty: 5673.636719
	Iteration 26Q: 3 clusters Score -1.119198e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -11192083.000000 Penalty: 5673.636719
	Iteration 27Q: 3 clusters Score -1.119208e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -11192167.000000 Penalty: 5673.636719
	Iteration 28Q: 3 clusters Score -1.119217e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -11192332.000000 Penalty: 5673.636719
	Iteration 29Q: 3 clusters Score -1.119233e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 76414 members 
Entering Unmasked Estep 
Score: -11192434.000000 Penalty: 5673.636719
	Iteration 30Q: 3 clusters Score -1.119243e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -11192522.000000 Penalty: 5673.636719
	Iteration 31Q: 3 clusters Score -1.119252e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 77524 members 
Entering Unmasked Estep 
Score: -11192665.000000 Penalty: 5673.636719
	Iteration 32Q: 3 clusters Score -1.119266e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 78111 members 
Entering Unmasked Estep 
Score: -11192855.000000 Penalty: 5673.636719
	Iteration 33Q: 3 clusters Score -1.119286e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 78688 members 
Entering Unmasked Estep 
Score: -11193049.000000 Penalty: 5673.636719
	Iteration 34Q: 3 clusters Score -1.119305e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 79215 members 
Entering Unmasked Estep 
Score: -11193207.000000 Penalty: 5673.636719
	Iteration 35Q: 3 clusters Score -1.119321e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 79759 members 
Entering Unmasked Estep 
Score: -11193329.000000 Penalty: 5673.636719
	Iteration 36Q: 3 clusters Score -1.119333e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 80306 members 
Entering Unmasked Estep 
Score: -11193429.000000 Penalty: 5673.636719
	Iteration 37Q: 3 clusters Score -1.119343e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 80861 members 
Entering Unmasked Estep 
Score: -11193554.000000 Penalty: 5673.636719
	Iteration 38Q: 3 clusters Score -1.119355e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -11193705.000000 Penalty: 5673.636719
	Iteration 39Q: 3 clusters Score -1.11937e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 81977 members 
Entering Unmasked Estep 
Score: -11193860.000000 Penalty: 5673.636719
	Iteration 40F: 3 clusters Score -1.119386e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 82560 members 
Entering Unmasked Estep 
Score: -11193997.000000 Penalty: 5673.636719
	Iteration 41Q: 3 clusters Score -1.1194e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -11194170.000000 Penalty: 5673.636719
	Iteration 42Q: 3 clusters Score -1.119417e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 83677 members 
Entering Unmasked Estep 
Score: -11194348.000000 Penalty: 5673.636719
	Iteration 43Q: 3 clusters Score -1.119435e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 84202 members 
Entering Unmasked Estep 
Score: -11194458.000000 Penalty: 5673.636719
	Iteration 44Q: 3 clusters Score -1.119446e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 84687 members 
Entering Unmasked Estep 
Score: -11194613.000000 Penalty: 5673.636719
	Iteration 45Q: 3 clusters Score -1.119461e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 85118 members 
Entering Unmasked Estep 
Score: -11194723.000000 Penalty: 5673.636719
	Iteration 46Q: 3 clusters Score -1.119472e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 85486 members 
Entering Unmasked Estep 
Score: -11194789.000000 Penalty: 5673.636719
	Iteration 47Q: 3 clusters Score -1.119479e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 85842 members 
Entering Unmasked Estep 
Score: -11194856.000000 Penalty: 5673.636719
	Iteration 48Q: 3 clusters Score -1.119486e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 86151 members 
Entering Unmasked Estep 
Score: -11194908.000000 Penalty: 5673.636719
	Iteration 49Q: 3 clusters Score -1.119491e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 86444 members 
Entering Unmasked Estep 
Score: -11194969.000000 Penalty: 5673.636719
	Iteration 50Q: 3 clusters Score -1.119497e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 86704 members 
Entering Unmasked Estep 
Score: -11195026.000000 Penalty: 5673.636719
	Iteration 51Q: 3 clusters Score -1.119503e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 86970 members 
Entering Unmasked Estep 
Score: -11195103.000000 Penalty: 5673.636719
	Iteration 52Q: 3 clusters Score -1.11951e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 87190 members 
Entering Unmasked Estep 
Score: -11195113.000000 Penalty: 5673.636719
	Iteration 53Q: 3 clusters Score -1.119511e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 87390 members 
Entering Unmasked Estep 
Score: -11195199.000000 Penalty: 5673.636719
	Iteration 54Q: 3 clusters Score -1.11952e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 87554 members 
Entering Unmasked Estep 
Score: -11195206.000000 Penalty: 5673.636719
	Iteration 55Q: 3 clusters Score -1.119521e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 87699 members 
Entering Unmasked Estep 
Score: -11195216.000000 Penalty: 5673.636719
	Iteration 56Q: 3 clusters Score -1.119522e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 87823 members 
Entering Unmasked Estep 
Score: -11195236.000000 Penalty: 5673.636719
	Iteration 57Q: 3 clusters Score -1.119524e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 87938 members 
Entering Unmasked Estep 
Score: -11195279.000000 Penalty: 5673.636719
	Iteration 58Q: 3 clusters Score -1.119528e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 88045 members 
Entering Unmasked Estep 
Score: -11195314.000000 Penalty: 5673.636719
	Iteration 59Q: 3 clusters Score -1.119531e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 88150 members 
Entering Unmasked Estep 
Score: -11195327.000000 Penalty: 5673.636719
	Iteration 60F: 3 clusters Score -1.119533e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 88252 members 
Entering Unmasked Estep 
Score: -11195335.000000 Penalty: 5673.636719
	Iteration 61Q: 3 clusters Score -1.119534e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 88359 members 
Entering Unmasked Estep 
Score: -11195376.000000 Penalty: 5673.636719
	Iteration 62Q: 3 clusters Score -1.119538e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 88473 members 
Entering Unmasked Estep 
Score: -11195375.000000 Penalty: 5673.636719
	Iteration 63Q: 3 clusters Score -1.119538e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 88572 members 
Entering Unmasked Estep 
Score: -11195402.000000 Penalty: 5673.636719
	Iteration 64Q: 3 clusters Score -1.11954e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 88673 members 
Entering Unmasked Estep 
Score: -11195417.000000 Penalty: 5673.636719
	Iteration 65Q: 3 clusters Score -1.119542e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 88770 members 
Entering Unmasked Estep 
Score: -11195416.000000 Penalty: 5673.636719
	Iteration 66Q: 3 clusters Score -1.119542e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 88866 members 
Entering Unmasked Estep 
Score: -11195428.000000 Penalty: 5673.636719
	Iteration 67Q: 3 clusters Score -1.119543e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 88929 members 
Entering Unmasked Estep 
Score: -11195456.000000 Penalty: 5673.636719
	Iteration 68Q: 3 clusters Score -1.119546e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 88977 members 
Entering Unmasked Estep 
Score: -11195480.000000 Penalty: 5673.636719
	Iteration 69Q: 3 clusters Score -1.119548e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 89017 members 
Entering Unmasked Estep 
Score: -11195471.000000 Penalty: 5673.636719
	Iteration 70Q: 3 clusters Score -1.119547e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -11195479.000000 Penalty: 5673.636719
	Iteration 71Q: 3 clusters Score -1.119548e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 89079 members 
Entering Unmasked Estep 
Score: -11195494.000000 Penalty: 5673.636719
	Iteration 72Q: 3 clusters Score -1.119549e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 89098 members 
Entering Unmasked Estep 
Score: -11195489.000000 Penalty: 5673.636719
	Iteration 73Q: 3 clusters Score -1.119549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 89106 members 
Entering Unmasked Estep 
Score: -11195481.000000 Penalty: 5673.636719
	Iteration 74Q: 3 clusters Score -1.119548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 89113 members 
Entering Unmasked Estep 
Score: -11195488.000000 Penalty: 5673.636719
	Iteration 75Q: 3 clusters Score -1.119549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 89119 members 
Entering Unmasked Estep 
Score: -11195493.000000 Penalty: 5673.636719
	Iteration 76Q: 3 clusters Score -1.119549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 89122 members 
Entering Unmasked Estep 
Score: -11195494.000000 Penalty: 5673.636719
	Iteration 77Q: 3 clusters Score -1.119549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 89127 members 
Entering Unmasked Estep 
Score: -11195490.000000 Penalty: 5673.636719
	Iteration 78Q: 3 clusters Score -1.119549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 89130 members 
Entering Unmasked Estep 
Score: -11195490.000000 Penalty: 5673.636719
	Iteration 79Q: 3 clusters Score -1.119549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 89133 members 
Entering Unmasked Estep 
Score: -11195496.000000 Penalty: 5673.636719
	Iteration 80F: 3 clusters Score -1.11955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 89136 members 
Entering Unmasked Estep 
Score: -11195507.000000 Penalty: 5673.636719
	Iteration 81Q: 3 clusters Score -1.119551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 89139 members 
Entering Unmasked Estep 
Score: -11195495.000000 Penalty: 5673.636719
	Iteration 82Q: 3 clusters Score -1.11955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 89143 members 
Entering Unmasked Estep 
Score: -11195505.000000 Penalty: 5673.636719
	Iteration 83Q: 3 clusters Score -1.11955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 89145 members 
Entering Unmasked Estep 
Score: -11195502.000000 Penalty: 5673.636719
	Iteration 84Q: 3 clusters Score -1.11955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 89149 members 
Entering Unmasked Estep 
Score: -11195507.000000 Penalty: 5673.636719
	Iteration 85Q: 3 clusters Score -1.119551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 89151 members 
Entering Unmasked Estep 
Score: -11195507.000000 Penalty: 5673.636719
	Iteration 86Q: 3 clusters Score -1.119551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 89154 members 
Entering Unmasked Estep 
Score: -11195501.000000 Penalty: 5673.636719
	Iteration 87Q: 3 clusters Score -1.11955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 89156 members 
Entering Unmasked Estep 
Score: -11195501.000000 Penalty: 5673.636719
	Iteration 88Q: 3 clusters Score -1.11955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 89157 members 
Entering Unmasked Estep 
Score: -11195506.000000 Penalty: 5673.636719
	Iteration 89Q: 3 clusters Score -1.119551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 89158 members 
Entering Unmasked Estep 
Score: -11195502.000000 Penalty: 5673.636719
	Iteration 90Q: 3 clusters Score -1.11955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 89158 members 
Entering Unmasked Estep 
Score: -11195502.000000 Penalty: 5673.636719
	Iteration 91F: 3 clusters Score -1.11955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Entering Unmasked Estep 
Score: -696833.750000 Penalty: 2139.748535
	Iteration 0F: 2 clusters Score -696833.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -691936.437500 Penalty: 4279.497070
	Iteration 0F: 3 clusters Score -691936.4 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -693162.187500 Penalty: 4279.497070
	Iteration 1F: 3 clusters Score -693162.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -693387.375000 Penalty: 4279.497070
	Iteration 2F: 3 clusters Score -693387.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -693538.000000 Penalty: 4279.497070
	Iteration 3Q: 3 clusters Score -693538 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -693688.937500 Penalty: 4279.497070
	Iteration 4Q: 3 clusters Score -693688.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -693821.562500 Penalty: 4279.497070
	Iteration 5Q: 3 clusters Score -693821.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -693923.750000 Penalty: 4279.497070
	Iteration 6Q: 3 clusters Score -693923.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -694012.812500 Penalty: 4279.497070
	Iteration 7Q: 3 clusters Score -694012.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -694107.187500 Penalty: 4279.497070
	Iteration 8Q: 3 clusters Score -694107.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -694193.562500 Penalty: 4279.497070
	Iteration 9Q: 3 clusters Score -694193.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -694279.437500 Penalty: 4279.497070
	Iteration 10Q: 3 clusters Score -694279.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -694390.500000 Penalty: 4279.497070
	Iteration 11Q: 3 clusters Score -694390.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -694519.687500 Penalty: 4279.497070
	Iteration 12Q: 3 clusters Score -694519.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -694672.875000 Penalty: 4279.497070
	Iteration 13Q: 3 clusters Score -694672.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -694829.187500 Penalty: 4279.497070
	Iteration 14Q: 3 clusters Score -694829.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -694992.062500 Penalty: 4279.497070
	Iteration 15Q: 3 clusters Score -694992.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -695128.937500 Penalty: 4279.497070
	Iteration 16Q: 3 clusters Score -695128.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -695254.687500 Penalty: 4279.497070
	Iteration 17Q: 3 clusters Score -695254.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -695357.000000 Penalty: 4279.497070
	Iteration 18Q: 3 clusters Score -695357 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -695419.750000 Penalty: 4279.497070
	Iteration 19Q: 3 clusters Score -695419.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -695460.750000 Penalty: 4279.497070
	Iteration 20F: 3 clusters Score -695460.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -695483.937500 Penalty: 4279.497070
	Iteration 21Q: 3 clusters Score -695483.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -695499.125000 Penalty: 4279.497070
	Iteration 22Q: 3 clusters Score -695499.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -695512.250000 Penalty: 4279.497070
	Iteration 23Q: 3 clusters Score -695512.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -695523.750000 Penalty: 4279.497070
	Iteration 24Q: 3 clusters Score -695523.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -695536.125000 Penalty: 4279.497070
	Iteration 25Q: 3 clusters Score -695536.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -695544.437500 Penalty: 4279.497070
	Iteration 26Q: 3 clusters Score -695544.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -695557.500000 Penalty: 4279.497070
	Iteration 27Q: 3 clusters Score -695557.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -695564.562500 Penalty: 4279.497070
	Iteration 28Q: 3 clusters Score -695564.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -695570.437500 Penalty: 4279.497070
	Iteration 29Q: 3 clusters Score -695570.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -695574.875000 Penalty: 4279.497070
	Iteration 30Q: 3 clusters Score -695574.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -695581.500000 Penalty: 4279.497070
	Iteration 31Q: 3 clusters Score -695581.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -695586.875000 Penalty: 4279.497070
	Iteration 32Q: 3 clusters Score -695586.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -695593.562500 Penalty: 4279.497070
	Iteration 33Q: 3 clusters Score -695593.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -695596.000000 Penalty: 4279.497070
	Iteration 34Q: 3 clusters Score -695596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -695598.062500 Penalty: 4279.497070
	Iteration 35Q: 3 clusters Score -695598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -695601.687500 Penalty: 4279.497070
	Iteration 36Q: 3 clusters Score -695601.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -695604.000000 Penalty: 4279.497070
	Iteration 37Q: 3 clusters Score -695604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -695604.562500 Penalty: 4279.497070
	Iteration 38Q: 3 clusters Score -695604.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -695606.625000 Penalty: 4279.497070
	Iteration 39Q: 3 clusters Score -695606.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -695608.562500 Penalty: 4279.497070
	Iteration 40F: 3 clusters Score -695608.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -695611.687500 Penalty: 4279.497070
	Iteration 41Q: 3 clusters Score -695611.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -695614.500000 Penalty: 4279.497070
	Iteration 42Q: 3 clusters Score -695614.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -695616.437500 Penalty: 4279.497070
	Iteration 43Q: 3 clusters Score -695616.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -695617.000000 Penalty: 4279.497070
	Iteration 44Q: 3 clusters Score -695617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -695617.000000 Penalty: 4279.497070
	Iteration 45F: 3 clusters Score -695617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Entering Unmasked Estep 
Score: -2493881.500000 Penalty: 2449.047363
	Iteration 0F: 2 clusters Score -2493882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2480228.250000 Penalty: 4898.094727
	Iteration 0F: 3 clusters Score -2480228 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2484811.000000 Penalty: 4898.094727
	Iteration 1F: 3 clusters Score -2484811 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2485318.500000 Penalty: 4898.094727
	Iteration 2F: 3 clusters Score -2485318 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2485827.250000 Penalty: 4898.094727
	Iteration 3F: 3 clusters Score -2485827 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2486389.500000 Penalty: 4898.094727
	Iteration 4F: 3 clusters Score -2486390 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2487014.000000 Penalty: 4898.094727
	Iteration 5F: 3 clusters Score -2487014 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2487597.000000 Penalty: 4898.094727
	Iteration 6F: 3 clusters Score -2487597 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2488188.500000 Penalty: 4898.094727
	Iteration 7F: 3 clusters Score -2488188 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2488691.000000 Penalty: 4898.094727
	Iteration 8Q: 3 clusters Score -2488691 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2489071.500000 Penalty: 4898.094727
	Iteration 9Q: 3 clusters Score -2489072 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2489401.000000 Penalty: 4898.094727
	Iteration 10Q: 3 clusters Score -2489401 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2489705.000000 Penalty: 4898.094727
	Iteration 11Q: 3 clusters Score -2489705 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2489927.500000 Penalty: 4898.094727
	Iteration 12Q: 3 clusters Score -2489928 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2490142.000000 Penalty: 4898.094727
	Iteration 13Q: 3 clusters Score -2490142 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2490359.250000 Penalty: 4898.094727
	Iteration 14Q: 3 clusters Score -2490359 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2490580.250000 Penalty: 4898.094727
	Iteration 15Q: 3 clusters Score -2490580 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2490748.250000 Penalty: 4898.094727
	Iteration 16Q: 3 clusters Score -2490748 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2490954.250000 Penalty: 4898.094727
	Iteration 17Q: 3 clusters Score -2490954 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2491118.500000 Penalty: 4898.094727
	Iteration 18Q: 3 clusters Score -2491118 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2491279.250000 Penalty: 4898.094727
	Iteration 19Q: 3 clusters Score -2491279 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2491416.000000 Penalty: 4898.094727
	Iteration 20F: 3 clusters Score -2491416 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2491528.750000 Penalty: 4898.094727
	Iteration 21Q: 3 clusters Score -2491529 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2491606.500000 Penalty: 4898.094727
	Iteration 22Q: 3 clusters Score -2491606 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2491659.000000 Penalty: 4898.094727
	Iteration 23Q: 3 clusters Score -2491659 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2491713.000000 Penalty: 4898.094727
	Iteration 24Q: 3 clusters Score -2491713 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2491743.000000 Penalty: 4898.094727
	Iteration 25Q: 3 clusters Score -2491743 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2491783.000000 Penalty: 4898.094727
	Iteration 26Q: 3 clusters Score -2491783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2491798.000000 Penalty: 4898.094727
	Iteration 27Q: 3 clusters Score -2491798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2491823.750000 Penalty: 4898.094727
	Iteration 28Q: 3 clusters Score -2491824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2491831.500000 Penalty: 4898.094727
	Iteration 29Q: 3 clusters Score -2491832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2491853.500000 Penalty: 4898.094727
	Iteration 30Q: 3 clusters Score -2491854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2491859.000000 Penalty: 4898.094727
	Iteration 31Q: 3 clusters Score -2491859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2491866.750000 Penalty: 4898.094727
	Iteration 32Q: 3 clusters Score -2491867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2491875.000000 Penalty: 4898.094727
	Iteration 33Q: 3 clusters Score -2491875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2491882.500000 Penalty: 4898.094727
	Iteration 34Q: 3 clusters Score -2491882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2491881.750000 Penalty: 4898.094727
	Iteration 35Q: 3 clusters Score -2491882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2491887.750000 Penalty: 4898.094727
	Iteration 36Q: 3 clusters Score -2491888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2491887.500000 Penalty: 4898.094727
	Iteration 37Q: 3 clusters Score -2491888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2491894.250000 Penalty: 4898.094727
	Iteration 38Q: 3 clusters Score -2491894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2491894.750000 Penalty: 4898.094727
	Iteration 39Q: 3 clusters Score -2491895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2491897.500000 Penalty: 4898.094727
	Iteration 40F: 3 clusters Score -2491898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2491897.750000 Penalty: 4898.094727
	Iteration 41Q: 3 clusters Score -2491898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2491904.750000 Penalty: 4898.094727
	Iteration 42Q: 3 clusters Score -2491905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2491906.250000 Penalty: 4898.094727
	Iteration 43Q: 3 clusters Score -2491906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2491914.250000 Penalty: 4898.094727
	Iteration 44Q: 3 clusters Score -2491914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2491910.500000 Penalty: 4898.094727
	Iteration 45Q: 3 clusters Score -2491910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2491911.750000 Penalty: 4898.094727
	Iteration 46Q: 3 clusters Score -2491912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2491917.750000 Penalty: 4898.094727
	Iteration 47Q: 3 clusters Score -2491918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2491922.500000 Penalty: 4898.094727
	Iteration 48Q: 3 clusters Score -2491922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2491923.000000 Penalty: 4898.094727
	Iteration 49Q: 3 clusters Score -2491923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2491921.250000 Penalty: 4898.094727
	Iteration 50Q: 3 clusters Score -2491921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2491920.000000 Penalty: 4898.094727
	Iteration 51Q: 3 clusters Score -2491920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2491918.000000 Penalty: 4898.094727
	Iteration 52Q: 3 clusters Score -2491918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2491916.500000 Penalty: 4898.094727
	Iteration 53Q: 3 clusters Score -2491916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2491917.250000 Penalty: 4898.094727
	Iteration 54Q: 3 clusters Score -2491917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2491917.250000 Penalty: 4898.094727
	Iteration 55F: 3 clusters Score -2491917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Entering Unmasked Estep 
Score: -2697523.250000 Penalty: 2464.644287
	Iteration 0F: 2 clusters Score -2697523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2682748.250000 Penalty: 4929.288574
	Iteration 0F: 3 clusters Score -2682748 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2687837.000000 Penalty: 4929.288574
	Iteration 1F: 3 clusters Score -2687837 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2688296.750000 Penalty: 4929.288574
	Iteration 2F: 3 clusters Score -2688297 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2688713.000000 Penalty: 4929.288574
	Iteration 3F: 3 clusters Score -2688713 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2689234.000000 Penalty: 4929.288574
	Iteration 4Q: 3 clusters Score -2689234 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2689881.000000 Penalty: 4929.288574
	Iteration 5F: 3 clusters Score -2689881 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2690604.750000 Penalty: 4929.288574
	Iteration 6F: 3 clusters Score -2690605 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2691545.250000 Penalty: 4929.288574
	Iteration 7F: 3 clusters Score -2691545 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2692593.250000 Penalty: 4929.288574
	Iteration 8F: 3 clusters Score -2692593 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2693685.750000 Penalty: 4929.288574
	Iteration 9F: 3 clusters Score -2693686 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2694672.000000 Penalty: 4929.288574
	Iteration 10Q: 3 clusters Score -2694672 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2695334.250000 Penalty: 4929.288574
	Iteration 11Q: 3 clusters Score -2695334 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2695741.250000 Penalty: 4929.288574
	Iteration 12Q: 3 clusters Score -2695741 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2696045.500000 Penalty: 4929.288574
	Iteration 13Q: 3 clusters Score -2696046 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2696211.500000 Penalty: 4929.288574
	Iteration 14Q: 3 clusters Score -2696212 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2696317.500000 Penalty: 4929.288574
	Iteration 15Q: 3 clusters Score -2696318 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2696396.250000 Penalty: 4929.288574
	Iteration 16Q: 3 clusters Score -2696396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2696441.750000 Penalty: 4929.288574
	Iteration 17Q: 3 clusters Score -2696442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2696483.000000 Penalty: 4929.288574
	Iteration 18Q: 3 clusters Score -2696483 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2696519.500000 Penalty: 4929.288574
	Iteration 19Q: 3 clusters Score -2696520 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2696552.250000 Penalty: 4929.288574
	Iteration 20F: 3 clusters Score -2696552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2696570.250000 Penalty: 4929.288574
	Iteration 21Q: 3 clusters Score -2696570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2696596.250000 Penalty: 4929.288574
	Iteration 22Q: 3 clusters Score -2696596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2696618.500000 Penalty: 4929.288574
	Iteration 23Q: 3 clusters Score -2696618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2696636.000000 Penalty: 4929.288574
	Iteration 24Q: 3 clusters Score -2696636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2696655.500000 Penalty: 4929.288574
	Iteration 25Q: 3 clusters Score -2696656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2696661.750000 Penalty: 4929.288574
	Iteration 26Q: 3 clusters Score -2696662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2696668.250000 Penalty: 4929.288574
	Iteration 27Q: 3 clusters Score -2696668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2696671.250000 Penalty: 4929.288574
	Iteration 28Q: 3 clusters Score -2696671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2696674.750000 Penalty: 4929.288574
	Iteration 29Q: 3 clusters Score -2696675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2696672.750000 Penalty: 4929.288574
	Iteration 30Q: 3 clusters Score -2696673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2696675.250000 Penalty: 4929.288574
	Iteration 31Q: 3 clusters Score -2696675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2696675.500000 Penalty: 4929.288574
	Iteration 32Q: 3 clusters Score -2696676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2696683.500000 Penalty: 4929.288574
	Iteration 33Q: 3 clusters Score -2696684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2696689.250000 Penalty: 4929.288574
	Iteration 34Q: 3 clusters Score -2696689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2696689.750000 Penalty: 4929.288574
	Iteration 35Q: 3 clusters Score -2696690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2696699.750000 Penalty: 4929.288574
	Iteration 36Q: 3 clusters Score -2696700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2696703.000000 Penalty: 4929.288574
	Iteration 37Q: 3 clusters Score -2696703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2696703.500000 Penalty: 4929.288574
	Iteration 38Q: 3 clusters Score -2696704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2696707.500000 Penalty: 4929.288574
	Iteration 39Q: 3 clusters Score -2696708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2696707.500000 Penalty: 4929.288574
	Iteration 40F: 3 clusters Score -2696708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (170777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170777 members 
Entering Unmasked Estep 
Score: -22129134.000000 Penalty: 2987.932129
	Iteration 0F: 2 clusters Score -2.212913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85457 members 
Mstep: Class 2 contains 85320 members 
Entering Unmasked Estep 
Score: -22020416.000000 Penalty: 5975.864258
	Iteration 0F: 3 clusters Score -2.202042e+07 nChanged 81989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86614 members 
Mstep: Class 2 contains 84163 members 
Entering Unmasked Estep 
Score: -22068142.000000 Penalty: 5975.864258
	Iteration 1F: 3 clusters Score -2.206814e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87118 members 
Mstep: Class 2 contains 83659 members 
Entering Unmasked Estep 
Score: -22068998.000000 Penalty: 5975.864258
	Iteration 2Q: 3 clusters Score -2.2069e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87918 members 
Mstep: Class 2 contains 82859 members 
Entering Unmasked Estep 
Score: -22069982.000000 Penalty: 5975.864258
	Iteration 3Q: 3 clusters Score -2.206998e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89177 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -22070714.000000 Penalty: 5975.864258
	Iteration 4Q: 3 clusters Score -2.207071e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91161 members 
Mstep: Class 2 contains 79616 members 
Entering Unmasked Estep 
Score: -22071466.000000 Penalty: 5975.864258
	Iteration 5Q: 3 clusters Score -2.207147e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94071 members 
Mstep: Class 2 contains 76706 members 
Entering Unmasked Estep 
Score: -22072494.000000 Penalty: 5975.864258
	Iteration 6Q: 3 clusters Score -2.207249e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98481 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
Score: -22074008.000000 Penalty: 5975.864258
	Iteration 7Q: 3 clusters Score -2.207401e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104857 members 
Mstep: Class 2 contains 65920 members 
Entering Unmasked Estep 
Score: -22076496.000000 Penalty: 5975.864258
	Iteration 8Q: 3 clusters Score -2.20765e+07 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114203 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -22081506.000000 Penalty: 5975.864258
	Iteration 9F: 3 clusters Score -2.208151e+07 nChanged 12666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126811 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -22089688.000000 Penalty: 5975.864258
	Iteration 10F: 3 clusters Score -2.208969e+07 nChanged 14774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141565 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -22101612.000000 Penalty: 5975.864258
	Iteration 11F: 3 clusters Score -2.210161e+07 nChanged 13600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155157 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -22114158.000000 Penalty: 5975.864258
	Iteration 12F: 3 clusters Score -2.211416e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164160 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -22121796.000000 Penalty: 5975.864258
	Iteration 13F: 3 clusters Score -2.21218e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168282 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -22124722.000000 Penalty: 5975.864258
	Iteration 14Q: 3 clusters Score -2.212472e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169730 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -22125804.000000 Penalty: 5975.864258
	Iteration 15Q: 3 clusters Score -2.21258e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170186 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -22126206.000000 Penalty: 5975.864258
	Iteration 16Q: 3 clusters Score -2.212621e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170321 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -22126334.000000 Penalty: 5975.864258
	Iteration 17Q: 3 clusters Score -2.212633e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170378 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -22126448.000000 Penalty: 5975.864258
	Iteration 18Q: 3 clusters Score -2.212645e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170403 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -22126472.000000 Penalty: 5975.864258
	Iteration 19Q: 3 clusters Score -2.212647e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170425 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22126532.000000 Penalty: 5975.864258
	Iteration 20F: 3 clusters Score -2.212653e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170439 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -22126574.000000 Penalty: 5975.864258
	Iteration 21Q: 3 clusters Score -2.212657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170449 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -22126586.000000 Penalty: 5975.864258
	Iteration 22Q: 3 clusters Score -2.212659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170453 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -22126590.000000 Penalty: 5975.864258
	Iteration 23Q: 3 clusters Score -2.212659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170455 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -22126576.000000 Penalty: 5975.864258
	Iteration 24Q: 3 clusters Score -2.212658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170455 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -22126600.000000 Penalty: 5975.864258
	Iteration 25Q: 3 clusters Score -2.21266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170455 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -22126600.000000 Penalty: 5975.864258
	Iteration 26Q: 3 clusters Score -2.21266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170457 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -22126598.000000 Penalty: 5975.864258
	Iteration 27Q: 3 clusters Score -2.21266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170460 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -22126606.000000 Penalty: 5975.864258
	Iteration 28Q: 3 clusters Score -2.212661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170463 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -22126588.000000 Penalty: 5975.864258
	Iteration 29Q: 3 clusters Score -2.212659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170465 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -22126594.000000 Penalty: 5975.864258
	Iteration 30Q: 3 clusters Score -2.212659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170466 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -22126584.000000 Penalty: 5975.864258
	Iteration 31Q: 3 clusters Score -2.212658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170466 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -22126584.000000 Penalty: 5975.864258
	Iteration 32F: 3 clusters Score -2.212658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -56151.882812 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -56151.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -54714.750000 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -54714.75 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54886.328125 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -54886.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54979.097656 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -54979.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55043.253906 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -55043.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -55073.093750 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -55073.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -55091.878906 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -55091.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55115.632812 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -55115.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -55135.277344 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -55135.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -55152.109375 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -55152.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -55165.253906 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -55165.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55178.402344 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -55178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55186.296875 Penalty: 3066.314209
	Iteration 11Q: 3 clusters Score -55186.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55186.296875 Penalty: 3066.314209
	Iteration 12F: 3 clusters Score -55186.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -48910.726562 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -48910.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47542.933594 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -47542.93 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48060.292969 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -48060.29 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48363.878906 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -48363.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48741.835938 Penalty: 3079.460693
	Iteration 3F: 3 clusters Score -48741.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49284.972656 Penalty: 3079.460693
	Iteration 4F: 3 clusters Score -49284.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49836.710938 Penalty: 3079.460693
	Iteration 5F: 3 clusters Score -49836.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50042.468750 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -50042.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50191.234375 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -50191.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50233.539062 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -50233.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50233.539062 Penalty: 3079.460693
	Iteration 9F: 3 clusters Score -50233.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 103172 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 25109 members 
Mstep: Class 7 contains 8563 members 
Mstep: Class 8 contains 48534 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23180 members 
Mstep: Class 11 contains 13265 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 15948 members 
Mstep: Class 14 contains 181700 members 
Mstep: Class 15 contains 9274 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89164 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96692 members 
Mstep: Class 20 contains 70855 members 
Mstep: Class 21 contains 36336 members 
Mstep: Class 22 contains 6086 members 
Mstep: Class 23 contains 11476 members 
Mstep: Class 24 contains 3560 members 
Mstep: Class 25 contains 47889 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92854 members 
Mstep: Class 28 contains 5586 members 
Mstep: Class 29 contains 19442 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170777 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 18816 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8548 members 
Mstep: Class 37 contains 4223 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 695 members 
Mstep: Class 40 contains 297 members 
Entering Unmasked Estep 
Score: -150937952.000000 Penalty: 138967.843750
Splitting cluster 33 changes total score from -150938800.000000 to -150937952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (18816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Entering Unmasked Estep 
Score: -2428342.250000 Penalty: 2440.930664
	Iteration 0F: 2 clusters Score -2428342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2415126.500000 Penalty: 4881.861328
	Iteration 0F: 3 clusters Score -2415126 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2419377.000000 Penalty: 4881.861328
	Iteration 1F: 3 clusters Score -2419377 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2419798.250000 Penalty: 4881.861328
	Iteration 2F: 3 clusters Score -2419798 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2420285.750000 Penalty: 4881.861328
	Iteration 3F: 3 clusters Score -2420286 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2420957.000000 Penalty: 4881.861328
	Iteration 4F: 3 clusters Score -2420957 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2421835.000000 Penalty: 4881.861328
	Iteration 5F: 3 clusters Score -2421835 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2422765.500000 Penalty: 4881.861328
	Iteration 6F: 3 clusters Score -2422766 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2423621.750000 Penalty: 4881.861328
	Iteration 7F: 3 clusters Score -2423622 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2424257.250000 Penalty: 4881.861328
	Iteration 8F: 3 clusters Score -2424257 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2424698.250000 Penalty: 4881.861328
	Iteration 9Q: 3 clusters Score -2424698 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2424993.500000 Penalty: 4881.861328
	Iteration 10Q: 3 clusters Score -2424994 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2425215.250000 Penalty: 4881.861328
	Iteration 11Q: 3 clusters Score -2425215 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2425397.000000 Penalty: 4881.861328
	Iteration 12Q: 3 clusters Score -2425397 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2425583.000000 Penalty: 4881.861328
	Iteration 13Q: 3 clusters Score -2425583 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2425778.500000 Penalty: 4881.861328
	Iteration 14Q: 3 clusters Score -2425778 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2425975.000000 Penalty: 4881.861328
	Iteration 15Q: 3 clusters Score -2425975 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2426155.000000 Penalty: 4881.861328
	Iteration 16Q: 3 clusters Score -2426155 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2426319.500000 Penalty: 4881.861328
	Iteration 17Q: 3 clusters Score -2426320 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2426473.250000 Penalty: 4881.861328
	Iteration 18Q: 3 clusters Score -2426473 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2426633.500000 Penalty: 4881.861328
	Iteration 19Q: 3 clusters Score -2426634 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2426771.250000 Penalty: 4881.861328
	Iteration 20F: 3 clusters Score -2426771 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2426925.250000 Penalty: 4881.861328
	Iteration 21Q: 3 clusters Score -2426925 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2427061.000000 Penalty: 4881.861328
	Iteration 22Q: 3 clusters Score -2427061 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2427189.500000 Penalty: 4881.861328
	Iteration 23Q: 3 clusters Score -2427190 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2427296.500000 Penalty: 4881.861328
	Iteration 24Q: 3 clusters Score -2427296 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2427376.750000 Penalty: 4881.861328
	Iteration 25Q: 3 clusters Score -2427377 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2427451.000000 Penalty: 4881.861328
	Iteration 26Q: 3 clusters Score -2427451 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2427499.750000 Penalty: 4881.861328
	Iteration 27Q: 3 clusters Score -2427500 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2427553.000000 Penalty: 4881.861328
	Iteration 28Q: 3 clusters Score -2427553 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2427585.750000 Penalty: 4881.861328
	Iteration 29Q: 3 clusters Score -2427586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2427618.250000 Penalty: 4881.861328
	Iteration 30Q: 3 clusters Score -2427618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2427657.000000 Penalty: 4881.861328
	Iteration 31Q: 3 clusters Score -2427657 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2427685.000000 Penalty: 4881.861328
	Iteration 32Q: 3 clusters Score -2427685 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2427713.500000 Penalty: 4881.861328
	Iteration 33Q: 3 clusters Score -2427714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2427728.250000 Penalty: 4881.861328
	Iteration 34Q: 3 clusters Score -2427728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2427743.250000 Penalty: 4881.861328
	Iteration 35Q: 3 clusters Score -2427743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2427778.500000 Penalty: 4881.861328
	Iteration 36Q: 3 clusters Score -2427778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2427805.250000 Penalty: 4881.861328
	Iteration 37Q: 3 clusters Score -2427805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2427821.250000 Penalty: 4881.861328
	Iteration 38Q: 3 clusters Score -2427821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2427832.250000 Penalty: 4881.861328
	Iteration 39Q: 3 clusters Score -2427832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2427851.000000 Penalty: 4881.861328
	Iteration 40F: 3 clusters Score -2427851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2427867.500000 Penalty: 4881.861328
	Iteration 41Q: 3 clusters Score -2427868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2427878.250000 Penalty: 4881.861328
	Iteration 42Q: 3 clusters Score -2427878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2427885.000000 Penalty: 4881.861328
	Iteration 43Q: 3 clusters Score -2427885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2427894.500000 Penalty: 4881.861328
	Iteration 44Q: 3 clusters Score -2427894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2427902.500000 Penalty: 4881.861328
	Iteration 45Q: 3 clusters Score -2427902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2427904.000000 Penalty: 4881.861328
	Iteration 46Q: 3 clusters Score -2427904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2427906.750000 Penalty: 4881.861328
	Iteration 47Q: 3 clusters Score -2427907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2427906.500000 Penalty: 4881.861328
	Iteration 48Q: 3 clusters Score -2427906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2427908.750000 Penalty: 4881.861328
	Iteration 49Q: 3 clusters Score -2427909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2427908.750000 Penalty: 4881.861328
	Iteration 50Q: 3 clusters Score -2427909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2427908.500000 Penalty: 4881.861328
	Iteration 51Q: 3 clusters Score -2427908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2427912.500000 Penalty: 4881.861328
	Iteration 52Q: 3 clusters Score -2427912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2427911.500000 Penalty: 4881.861328
	Iteration 53Q: 3 clusters Score -2427912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2427915.250000 Penalty: 4881.861328
	Iteration 54Q: 3 clusters Score -2427915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2427921.750000 Penalty: 4881.861328
	Iteration 55Q: 3 clusters Score -2427922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2427921.750000 Penalty: 4881.861328
	Iteration 56Q: 3 clusters Score -2427922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2427921.750000 Penalty: 4881.861328
	Iteration 57F: 3 clusters Score -2427922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Entering Unmasked Estep 
Score: -1124952.500000 Penalty: 2249.313477
	Iteration 0F: 2 clusters Score -1124952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1118019.750000 Penalty: 4498.626953
	Iteration 0F: 3 clusters Score -1118020 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1119911.250000 Penalty: 4498.626953
	Iteration 1F: 3 clusters Score -1119911 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1120169.750000 Penalty: 4498.626953
	Iteration 2F: 3 clusters Score -1120170 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1120351.750000 Penalty: 4498.626953
	Iteration 3Q: 3 clusters Score -1120352 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1120510.500000 Penalty: 4498.626953
	Iteration 4Q: 3 clusters Score -1120510 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1120695.875000 Penalty: 4498.626953
	Iteration 5Q: 3 clusters Score -1120696 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1120891.125000 Penalty: 4498.626953
	Iteration 6Q: 3 clusters Score -1120891 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1121128.000000 Penalty: 4498.626953
	Iteration 7Q: 3 clusters Score -1121128 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1121392.000000 Penalty: 4498.626953
	Iteration 8Q: 3 clusters Score -1121392 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1121698.125000 Penalty: 4498.626953
	Iteration 9Q: 3 clusters Score -1121698 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1122017.000000 Penalty: 4498.626953
	Iteration 10Q: 3 clusters Score -1122017 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1122290.625000 Penalty: 4498.626953
	Iteration 11Q: 3 clusters Score -1122291 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1122510.750000 Penalty: 4498.626953
	Iteration 12Q: 3 clusters Score -1122511 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1122669.375000 Penalty: 4498.626953
	Iteration 13Q: 3 clusters Score -1122669 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1122775.000000 Penalty: 4498.626953
	Iteration 14Q: 3 clusters Score -1122775 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1122835.000000 Penalty: 4498.626953
	Iteration 15Q: 3 clusters Score -1122835 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1122885.625000 Penalty: 4498.626953
	Iteration 16Q: 3 clusters Score -1122886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1122915.875000 Penalty: 4498.626953
	Iteration 17Q: 3 clusters Score -1122916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1122948.875000 Penalty: 4498.626953
	Iteration 18Q: 3 clusters Score -1122949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1122968.625000 Penalty: 4498.626953
	Iteration 19Q: 3 clusters Score -1122969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1122988.375000 Penalty: 4498.626953
	Iteration 20F: 3 clusters Score -1122988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1122993.000000 Penalty: 4498.626953
	Iteration 21Q: 3 clusters Score -1122993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1122998.750000 Penalty: 4498.626953
	Iteration 22Q: 3 clusters Score -1122999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1123005.500000 Penalty: 4498.626953
	Iteration 23Q: 3 clusters Score -1123006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1123017.375000 Penalty: 4498.626953
	Iteration 24Q: 3 clusters Score -1123017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1123032.000000 Penalty: 4498.626953
	Iteration 25Q: 3 clusters Score -1123032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1123035.500000 Penalty: 4498.626953
	Iteration 26Q: 3 clusters Score -1123036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1123037.500000 Penalty: 4498.626953
	Iteration 27Q: 3 clusters Score -1123038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1123039.125000 Penalty: 4498.626953
	Iteration 28Q: 3 clusters Score -1123039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1123040.125000 Penalty: 4498.626953
	Iteration 29Q: 3 clusters Score -1123040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1123043.250000 Penalty: 4498.626953
	Iteration 30Q: 3 clusters Score -1123043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1123048.500000 Penalty: 4498.626953
	Iteration 31Q: 3 clusters Score -1123048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1123053.000000 Penalty: 4498.626953
	Iteration 32Q: 3 clusters Score -1123053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1123053.500000 Penalty: 4498.626953
	Iteration 33Q: 3 clusters Score -1123054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1123056.625000 Penalty: 4498.626953
	Iteration 34Q: 3 clusters Score -1123057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1123059.875000 Penalty: 4498.626953
	Iteration 35Q: 3 clusters Score -1123060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1123064.375000 Penalty: 4498.626953
	Iteration 36Q: 3 clusters Score -1123064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1123066.000000 Penalty: 4498.626953
	Iteration 37Q: 3 clusters Score -1123066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1123071.000000 Penalty: 4498.626953
	Iteration 38Q: 3 clusters Score -1123071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1123073.000000 Penalty: 4498.626953
	Iteration 39Q: 3 clusters Score -1123073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1123074.250000 Penalty: 4498.626953
	Iteration 40F: 3 clusters Score -1123074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1123074.500000 Penalty: 4498.626953
	Iteration 41Q: 3 clusters Score -1123074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1123076.250000 Penalty: 4498.626953
	Iteration 42Q: 3 clusters Score -1123076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1123076.250000 Penalty: 4498.626953
	Iteration 43F: 3 clusters Score -1123076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Entering Unmasked Estep 
Score: -1064551.875000 Penalty: 2245.256104
	Iteration 0F: 2 clusters Score -1064552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1057798.125000 Penalty: 4490.512207
	Iteration 0F: 3 clusters Score -1057798 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1059640.750000 Penalty: 4490.512207
	Iteration 1F: 3 clusters Score -1059641 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1059992.875000 Penalty: 4490.512207
	Iteration 2F: 3 clusters Score -1059993 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1060285.375000 Penalty: 4490.512207
	Iteration 3F: 3 clusters Score -1060285 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1060591.375000 Penalty: 4490.512207
	Iteration 4F: 3 clusters Score -1060591 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1060915.375000 Penalty: 4490.512207
	Iteration 5F: 3 clusters Score -1060915 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1061181.125000 Penalty: 4490.512207
	Iteration 6F: 3 clusters Score -1061181 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1061390.125000 Penalty: 4490.512207
	Iteration 7Q: 3 clusters Score -1061390 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1061578.875000 Penalty: 4490.512207
	Iteration 8Q: 3 clusters Score -1061579 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1061727.750000 Penalty: 4490.512207
	Iteration 9Q: 3 clusters Score -1061728 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1061839.750000 Penalty: 4490.512207
	Iteration 10Q: 3 clusters Score -1061840 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1061916.875000 Penalty: 4490.512207
	Iteration 11Q: 3 clusters Score -1061917 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1061965.500000 Penalty: 4490.512207
	Iteration 12Q: 3 clusters Score -1061966 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1062004.750000 Penalty: 4490.512207
	Iteration 13Q: 3 clusters Score -1062005 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1062031.875000 Penalty: 4490.512207
	Iteration 14Q: 3 clusters Score -1062032 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1062057.625000 Penalty: 4490.512207
	Iteration 15Q: 3 clusters Score -1062058 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1062076.250000 Penalty: 4490.512207
	Iteration 16Q: 3 clusters Score -1062076 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1062094.875000 Penalty: 4490.512207
	Iteration 17Q: 3 clusters Score -1062095 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1062109.250000 Penalty: 4490.512207
	Iteration 18Q: 3 clusters Score -1062109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1062121.250000 Penalty: 4490.512207
	Iteration 19Q: 3 clusters Score -1062121 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1062139.375000 Penalty: 4490.512207
	Iteration 20F: 3 clusters Score -1062139 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1062147.500000 Penalty: 4490.512207
	Iteration 21Q: 3 clusters Score -1062148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1062154.750000 Penalty: 4490.512207
	Iteration 22Q: 3 clusters Score -1062155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1062159.750000 Penalty: 4490.512207
	Iteration 23Q: 3 clusters Score -1062160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1062170.500000 Penalty: 4490.512207
	Iteration 24Q: 3 clusters Score -1062170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1062175.500000 Penalty: 4490.512207
	Iteration 25Q: 3 clusters Score -1062176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1062185.000000 Penalty: 4490.512207
	Iteration 26Q: 3 clusters Score -1062185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1062191.375000 Penalty: 4490.512207
	Iteration 27Q: 3 clusters Score -1062191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1062196.875000 Penalty: 4490.512207
	Iteration 28Q: 3 clusters Score -1062197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1062206.500000 Penalty: 4490.512207
	Iteration 29Q: 3 clusters Score -1062206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1062209.125000 Penalty: 4490.512207
	Iteration 30Q: 3 clusters Score -1062209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1062213.875000 Penalty: 4490.512207
	Iteration 31Q: 3 clusters Score -1062214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1062216.875000 Penalty: 4490.512207
	Iteration 32Q: 3 clusters Score -1062217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1062217.500000 Penalty: 4490.512207
	Iteration 33Q: 3 clusters Score -1062218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1062221.750000 Penalty: 4490.512207
	Iteration 34Q: 3 clusters Score -1062222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1062221.750000 Penalty: 4490.512207
	Iteration 35Q: 3 clusters Score -1062222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1062228.000000 Penalty: 4490.512207
	Iteration 36Q: 3 clusters Score -1062228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1062233.125000 Penalty: 4490.512207
	Iteration 37Q: 3 clusters Score -1062233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1062234.125000 Penalty: 4490.512207
	Iteration 38Q: 3 clusters Score -1062234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1062236.625000 Penalty: 4490.512207
	Iteration 39Q: 3 clusters Score -1062237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1062241.250000 Penalty: 4490.512207
	Iteration 40F: 3 clusters Score -1062241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1062243.375000 Penalty: 4490.512207
	Iteration 41Q: 3 clusters Score -1062243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1062246.625000 Penalty: 4490.512207
	Iteration 42Q: 3 clusters Score -1062247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1062248.250000 Penalty: 4490.512207
	Iteration 43Q: 3 clusters Score -1062248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1062246.875000 Penalty: 4490.512207
	Iteration 44Q: 3 clusters Score -1062247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1062248.750000 Penalty: 4490.512207
	Iteration 45Q: 3 clusters Score -1062249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1062249.875000 Penalty: 4490.512207
	Iteration 46Q: 3 clusters Score -1062250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1062250.250000 Penalty: 4490.512207
	Iteration 47Q: 3 clusters Score -1062250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1062251.750000 Penalty: 4490.512207
	Iteration 48Q: 3 clusters Score -1062252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1062252.375000 Penalty: 4490.512207
	Iteration 49Q: 3 clusters Score -1062252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1062254.125000 Penalty: 4490.512207
	Iteration 50Q: 3 clusters Score -1062254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1062254.750000 Penalty: 4490.512207
	Iteration 51Q: 3 clusters Score -1062255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1062254.500000 Penalty: 4490.512207
	Iteration 52Q: 3 clusters Score -1062254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1062255.000000 Penalty: 4490.512207
	Iteration 53Q: 3 clusters Score -1062255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1062254.625000 Penalty: 4490.512207
	Iteration 54Q: 3 clusters Score -1062255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1062254.625000 Penalty: 4490.512207
	Iteration 55F: 3 clusters Score -1062255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Entering Unmasked Estep 
Score: -484077.312500 Penalty: 2070.378662
	Iteration 0F: 2 clusters Score -484077.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -480079.906250 Penalty: 4140.757324
	Iteration 0F: 3 clusters Score -480079.9 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -481227.375000 Penalty: 4140.757324
	Iteration 1F: 3 clusters Score -481227.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -481659.968750 Penalty: 4140.757324
	Iteration 2F: 3 clusters Score -481660 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -482048.000000 Penalty: 4140.757324
	Iteration 3F: 3 clusters Score -482048 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -482377.062500 Penalty: 4140.757324
	Iteration 4F: 3 clusters Score -482377.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -482647.000000 Penalty: 4140.757324
	Iteration 5F: 3 clusters Score -482647 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -482934.531250 Penalty: 4140.757324
	Iteration 6F: 3 clusters Score -482934.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -483181.343750 Penalty: 4140.757324
	Iteration 7Q: 3 clusters Score -483181.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -483281.093750 Penalty: 4140.757324
	Iteration 8Q: 3 clusters Score -483281.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -483324.781250 Penalty: 4140.757324
	Iteration 9Q: 3 clusters Score -483324.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -483358.156250 Penalty: 4140.757324
	Iteration 10Q: 3 clusters Score -483358.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -483377.875000 Penalty: 4140.757324
	Iteration 11Q: 3 clusters Score -483377.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -483390.031250 Penalty: 4140.757324
	Iteration 12Q: 3 clusters Score -483390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -483396.875000 Penalty: 4140.757324
	Iteration 13Q: 3 clusters Score -483396.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -483403.156250 Penalty: 4140.757324
	Iteration 14Q: 3 clusters Score -483403.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -483408.937500 Penalty: 4140.757324
	Iteration 15Q: 3 clusters Score -483408.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -483412.406250 Penalty: 4140.757324
	Iteration 16Q: 3 clusters Score -483412.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -483413.656250 Penalty: 4140.757324
	Iteration 17Q: 3 clusters Score -483413.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -483414.687500 Penalty: 4140.757324
	Iteration 18Q: 3 clusters Score -483414.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -483414.281250 Penalty: 4140.757324
	Iteration 19Q: 3 clusters Score -483414.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -483414.562500 Penalty: 4140.757324
	Iteration 20F: 3 clusters Score -483414.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -483414.562500 Penalty: 4140.757324
	Iteration 21Q: 3 clusters Score -483414.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -483414.562500 Penalty: 4140.757324
	Iteration 22F: 3 clusters Score -483414.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Entering Unmasked Estep 
Score: -126308.703125 Penalty: 1758.545654
	Iteration 0F: 2 clusters Score -126308.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -124377.820312 Penalty: 3517.091309
	Iteration 0F: 3 clusters Score -124377.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -125221.765625 Penalty: 3517.091309
	Iteration 1F: 3 clusters Score -125221.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -125942.695312 Penalty: 3517.091309
	Iteration 2F: 3 clusters Score -125942.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -126562.335938 Penalty: 3517.091309
	Iteration 3F: 3 clusters Score -126562.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -127278.289062 Penalty: 3517.091309
	Iteration 4F: 3 clusters Score -127278.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -128288.164062 Penalty: 3517.091309
	Iteration 5Q: 3 clusters Score -128288.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -128572.625000 Penalty: 3517.091309
	Iteration 6F: 3 clusters Score -128572.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -128686.210938 Penalty: 3517.091309
	Iteration 7Q: 3 clusters Score -128686.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -128742.210938 Penalty: 3517.091309
	Iteration 8Q: 3 clusters Score -128742.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -128754.078125 Penalty: 3517.091309
	Iteration 9Q: 3 clusters Score -128754.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -128763.242188 Penalty: 3517.091309
	Iteration 10Q: 3 clusters Score -128763.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -128772.406250 Penalty: 3517.091309
	Iteration 11Q: 3 clusters Score -128772.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -128777.820312 Penalty: 3517.091309
	Iteration 12Q: 3 clusters Score -128777.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -128778.804688 Penalty: 3517.091309
	Iteration 13Q: 3 clusters Score -128778.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -128779.687500 Penalty: 3517.091309
	Iteration 14Q: 3 clusters Score -128779.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -128781.085938 Penalty: 3517.091309
	Iteration 15Q: 3 clusters Score -128781.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -128781.085938 Penalty: 3517.091309
	Iteration 16F: 3 clusters Score -128781.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 103172 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 25109 members 
Mstep: Class 7 contains 8563 members 
Mstep: Class 8 contains 48534 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23180 members 
Mstep: Class 11 contains 13265 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 15948 members 
Mstep: Class 14 contains 181700 members 
Mstep: Class 15 contains 9274 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89164 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96692 members 
Mstep: Class 20 contains 70855 members 
Mstep: Class 21 contains 36336 members 
Mstep: Class 22 contains 6086 members 
Mstep: Class 23 contains 11476 members 
Mstep: Class 24 contains 3560 members 
Mstep: Class 25 contains 47889 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92854 members 
Mstep: Class 28 contains 5586 members 
Mstep: Class 29 contains 19442 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170777 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18816 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8548 members 
Mstep: Class 37 contains 4223 members 
Mstep: Class 38 contains 483 members 
Mstep: Class 39 contains 695 members 
Mstep: Class 40 contains 718 members 
Entering Unmasked Estep 
Score: -150939328.000000 Penalty: 138967.843750
Splitting cluster 38 changes total score from -150938800.000000 to -150939328.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 39 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -83420.601562 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -83420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81729.859375 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -81729.86 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81956.187500 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -81956.19 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82081.257812 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -82081.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -82144.335938 Penalty: 3245.780273
	Iteration 3Q: 3 clusters Score -82144.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -82219.968750 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -82219.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -82272.437500 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -82272.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -82340.429688 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -82340.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -82383.187500 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -82383.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -82417.359375 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -82417.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -82452.437500 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -82452.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -82462.695312 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -82462.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -82479.468750 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -82479.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82506.085938 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -82506.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -82510.507812 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -82510.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82513.109375 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -82513.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82513.109375 Penalty: 3245.780273
	Iteration 15F: 3 clusters Score -82513.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 103172 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 25109 members 
Mstep: Class 7 contains 8563 members 
Mstep: Class 8 contains 48534 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23180 members 
Mstep: Class 11 contains 13265 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 15948 members 
Mstep: Class 14 contains 181700 members 
Mstep: Class 15 contains 9274 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89164 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96692 members 
Mstep: Class 20 contains 70855 members 
Mstep: Class 21 contains 36336 members 
Mstep: Class 22 contains 6086 members 
Mstep: Class 23 contains 11476 members 
Mstep: Class 24 contains 3560 members 
Mstep: Class 25 contains 47889 members 
Mstep: Class 26 contains 1081 members 
Mstep: Class 27 contains 92854 members 
Mstep: Class 28 contains 5586 members 
Mstep: Class 29 contains 19442 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170777 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18816 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8548 members 
Mstep: Class 37 contains 4223 members 
Mstep: Class 38 contains 483 members 
Mstep: Class 39 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150939360.000000 Penalty: 138967.843750
Iteration 119Q: 41 clusters Score -1.509394e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 103174 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10592 members 
Mstep: Class 6 contains 25108 members 
Mstep: Class 7 contains 8561 members 
Mstep: Class 8 contains 48533 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23184 members 
Mstep: Class 11 contains 13264 members 
Mstep: Class 12 contains 10084 members 
Mstep: Class 13 contains 15934 members 
Mstep: Class 14 contains 181696 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89171 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96691 members 
Mstep: Class 20 contains 70855 members 
Mstep: Class 21 contains 36331 members 
Mstep: Class 22 contains 6086 members 
Mstep: Class 23 contains 11474 members 
Mstep: Class 24 contains 3568 members 
Mstep: Class 25 contains 47889 members 
Mstep: Class 26 contains 1068 members 
Mstep: Class 27 contains 92850 members 
Mstep: Class 28 contains 5584 members 
Mstep: Class 29 contains 19442 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170778 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18816 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8551 members 
Mstep: Class 37 contains 4220 members 
Mstep: Class 38 contains 497 members 
Mstep: Class 39 contains 695 members 
Mstep: Class 40 contains 718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150939792.000000 Penalty: 138967.843750
Iteration 120F: 41 clusters Score -1.509398e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 103174 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10592 members 
Mstep: Class 6 contains 25107 members 
Mstep: Class 7 contains 8561 members 
Mstep: Class 8 contains 48534 members 
Mstep: Class 9 contains 369 members 
Mstep: Class 10 contains 23187 members 
Mstep: Class 11 contains 13263 members 
Mstep: Class 12 contains 10100 members 
Mstep: Class 13 contains 15920 members 
Mstep: Class 14 contains 181694 members 
Mstep: Class 15 contains 9271 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89172 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96691 members 
Mstep: Class 20 contains 70855 members 
Mstep: Class 21 contains 36329 members 
Mstep: Class 22 contains 6086 members 
Mstep: Class 23 contains 11471 members 
Mstep: Class 24 contains 3570 members 
Mstep: Class 25 contains 47889 members 
Mstep: Class 26 contains 1050 members 
Mstep: Class 27 contains 92856 members 
Mstep: Class 28 contains 5581 members 
Mstep: Class 29 contains 19440 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170779 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18816 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8552 members 
Mstep: Class 37 contains 4220 members 
Mstep: Class 38 contains 515 members 
Mstep: Class 39 contains 695 members 
Mstep: Class 40 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150940544.000000 Penalty: 138967.843750
Iteration 121Q: 41 clusters Score -1.509405e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 103175 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 25106 members 
Mstep: Class 7 contains 8559 members 
Mstep: Class 8 contains 48534 members 
Mstep: Class 9 contains 364 members 
Mstep: Class 10 contains 23187 members 
Mstep: Class 11 contains 13264 members 
Mstep: Class 12 contains 10112 members 
Mstep: Class 13 contains 15899 members 
Mstep: Class 14 contains 181693 members 
Mstep: Class 15 contains 9270 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89174 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96691 members 
Mstep: Class 20 contains 70855 members 
Mstep: Class 21 contains 36327 members 
Mstep: Class 22 contains 6086 members 
Mstep: Class 23 contains 11472 members 
Mstep: Class 24 contains 3577 members 
Mstep: Class 25 contains 47889 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 92859 members 
Mstep: Class 28 contains 5576 members 
Mstep: Class 29 contains 19438 members 
Mstep: Class 30 contains 20703 members 
Mstep: Class 31 contains 170780 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 497 members 
Mstep: Class 34 contains 18817 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8553 members 
Mstep: Class 37 contains 4227 members 
Mstep: Class 38 contains 537 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150940640.000000 Penalty: 138967.843750
Iteration 122Q: 41 clusters Score -1.509406e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 103174 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10592 members 
Mstep: Class 6 contains 25106 members 
Mstep: Class 7 contains 8564 members 
Mstep: Class 8 contains 48535 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23187 members 
Mstep: Class 11 contains 13263 members 
Mstep: Class 12 contains 10126 members 
Mstep: Class 13 contains 15876 members 
Mstep: Class 14 contains 181693 members 
Mstep: Class 15 contains 9270 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89173 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96691 members 
Mstep: Class 20 contains 70855 members 
Mstep: Class 21 contains 36323 members 
Mstep: Class 22 contains 6086 members 
Mstep: Class 23 contains 11470 members 
Mstep: Class 24 contains 3583 members 
Mstep: Class 25 contains 47894 members 
Mstep: Class 26 contains 1004 members 
Mstep: Class 27 contains 92860 members 
Mstep: Class 28 contains 5576 members 
Mstep: Class 29 contains 19437 members 
Mstep: Class 30 contains 20703 members 
Mstep: Class 31 contains 170782 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 496 members 
Mstep: Class 34 contains 18812 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8556 members 
Mstep: Class 37 contains 4228 members 
Mstep: Class 38 contains 549 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150940976.000000 Penalty: 138967.843750
Iteration 123Q: 41 clusters Score -1.50941e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 103173 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 25106 members 
Mstep: Class 7 contains 8572 members 
Mstep: Class 8 contains 48536 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 13262 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 15865 members 
Mstep: Class 14 contains 181692 members 
Mstep: Class 15 contains 9266 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89173 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96691 members 
Mstep: Class 20 contains 70856 members 
Mstep: Class 21 contains 36322 members 
Mstep: Class 22 contains 6086 members 
Mstep: Class 23 contains 11470 members 
Mstep: Class 24 contains 3586 members 
Mstep: Class 25 contains 47895 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 92860 members 
Mstep: Class 28 contains 5576 members 
Mstep: Class 29 contains 19437 members 
Mstep: Class 30 contains 20703 members 
Mstep: Class 31 contains 170783 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 18811 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8557 members 
Mstep: Class 37 contains 4224 members 
Mstep: Class 38 contains 558 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941184.000000 Penalty: 138967.843750
Iteration 124Q: 41 clusters Score -1.509412e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 103174 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 25106 members 
Mstep: Class 7 contains 8576 members 
Mstep: Class 8 contains 48533 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 13261 members 
Mstep: Class 12 contains 10141 members 
Mstep: Class 13 contains 15858 members 
Mstep: Class 14 contains 181690 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89179 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96691 members 
Mstep: Class 20 contains 70857 members 
Mstep: Class 21 contains 36322 members 
Mstep: Class 22 contains 6085 members 
Mstep: Class 23 contains 11470 members 
Mstep: Class 24 contains 3589 members 
Mstep: Class 25 contains 47892 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 92860 members 
Mstep: Class 28 contains 5576 members 
Mstep: Class 29 contains 19436 members 
Mstep: Class 30 contains 20701 members 
Mstep: Class 31 contains 170781 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 18812 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8555 members 
Mstep: Class 37 contains 4228 members 
Mstep: Class 38 contains 556 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941264.000000 Penalty: 138967.843750
Iteration 125Q: 41 clusters Score -1.509413e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 103174 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 25106 members 
Mstep: Class 7 contains 8575 members 
Mstep: Class 8 contains 48530 members 
Mstep: Class 9 contains 361 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 13260 members 
Mstep: Class 12 contains 10146 members 
Mstep: Class 13 contains 15856 members 
Mstep: Class 14 contains 181688 members 
Mstep: Class 15 contains 9262 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89187 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96691 members 
Mstep: Class 20 contains 70856 members 
Mstep: Class 21 contains 36321 members 
Mstep: Class 22 contains 6085 members 
Mstep: Class 23 contains 11469 members 
Mstep: Class 24 contains 3593 members 
Mstep: Class 25 contains 47891 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 92861 members 
Mstep: Class 28 contains 5575 members 
Mstep: Class 29 contains 19436 members 
Mstep: Class 30 contains 20699 members 
Mstep: Class 31 contains 170780 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 18813 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8555 members 
Mstep: Class 37 contains 4229 members 
Mstep: Class 38 contains 550 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941328.000000 Penalty: 138967.843750
Iteration 126Q: 41 clusters Score -1.509413e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 103176 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10590 members 
Mstep: Class 6 contains 25106 members 
Mstep: Class 7 contains 8574 members 
Mstep: Class 8 contains 48531 members 
Mstep: Class 9 contains 361 members 
Mstep: Class 10 contains 23189 members 
Mstep: Class 11 contains 13259 members 
Mstep: Class 12 contains 10152 members 
Mstep: Class 13 contains 15849 members 
Mstep: Class 14 contains 181688 members 
Mstep: Class 15 contains 9260 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89187 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96691 members 
Mstep: Class 20 contains 70856 members 
Mstep: Class 21 contains 36321 members 
Mstep: Class 22 contains 6085 members 
Mstep: Class 23 contains 11468 members 
Mstep: Class 24 contains 3605 members 
Mstep: Class 25 contains 47892 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 92859 members 
Mstep: Class 28 contains 5573 members 
Mstep: Class 29 contains 19434 members 
Mstep: Class 30 contains 20699 members 
Mstep: Class 31 contains 170778 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 18814 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8556 members 
Mstep: Class 37 contains 4224 members 
Mstep: Class 38 contains 539 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941584.000000 Penalty: 138967.843750
Iteration 127Q: 41 clusters Score -1.509416e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 103178 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10590 members 
Mstep: Class 6 contains 25106 members 
Mstep: Class 7 contains 8567 members 
Mstep: Class 8 contains 48529 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23190 members 
Mstep: Class 11 contains 13258 members 
Mstep: Class 12 contains 10159 members 
Mstep: Class 13 contains 15848 members 
Mstep: Class 14 contains 181687 members 
Mstep: Class 15 contains 9258 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89189 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96690 members 
Mstep: Class 20 contains 70856 members 
Mstep: Class 21 contains 36318 members 
Mstep: Class 22 contains 6085 members 
Mstep: Class 23 contains 11469 members 
Mstep: Class 24 contains 3618 members 
Mstep: Class 25 contains 47892 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 92857 members 
Mstep: Class 28 contains 5570 members 
Mstep: Class 29 contains 19431 members 
Mstep: Class 30 contains 20700 members 
Mstep: Class 31 contains 170778 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 18814 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8557 members 
Mstep: Class 37 contains 4221 members 
Mstep: Class 38 contains 516 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941616.000000 Penalty: 138967.843750
Iteration 128Q: 41 clusters Score -1.509416e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 103179 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10590 members 
Mstep: Class 6 contains 25106 members 
Mstep: Class 7 contains 8563 members 
Mstep: Class 8 contains 48528 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23190 members 
Mstep: Class 11 contains 13260 members 
Mstep: Class 12 contains 10163 members 
Mstep: Class 13 contains 15847 members 
Mstep: Class 14 contains 181688 members 
Mstep: Class 15 contains 9253 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89190 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96688 members 
Mstep: Class 20 contains 70856 members 
Mstep: Class 21 contains 36312 members 
Mstep: Class 22 contains 6084 members 
Mstep: Class 23 contains 11467 members 
Mstep: Class 24 contains 3630 members 
Mstep: Class 25 contains 47892 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 92857 members 
Mstep: Class 28 contains 5569 members 
Mstep: Class 29 contains 19430 members 
Mstep: Class 30 contains 20699 members 
Mstep: Class 31 contains 170778 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 18813 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8562 members 
Mstep: Class 37 contains 4219 members 
Mstep: Class 38 contains 487 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941600.000000 Penalty: 138967.843750
Iteration 129Q: 41 clusters Score -1.509416e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 103183 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10589 members 
Mstep: Class 6 contains 25106 members 
Mstep: Class 7 contains 8568 members 
Mstep: Class 8 contains 48528 members 
Mstep: Class 9 contains 361 members 
Mstep: Class 10 contains 23189 members 
Mstep: Class 11 contains 13260 members 
Mstep: Class 12 contains 10167 members 
Mstep: Class 13 contains 15842 members 
Mstep: Class 14 contains 181688 members 
Mstep: Class 15 contains 9249 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89190 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96686 members 
Mstep: Class 20 contains 70857 members 
Mstep: Class 21 contains 36303 members 
Mstep: Class 22 contains 6085 members 
Mstep: Class 23 contains 11467 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 47891 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 92860 members 
Mstep: Class 28 contains 5569 members 
Mstep: Class 29 contains 19430 members 
Mstep: Class 30 contains 20699 members 
Mstep: Class 31 contains 170778 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 18813 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8563 members 
Mstep: Class 37 contains 4214 members 
Mstep: Class 38 contains 465 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941520.000000 Penalty: 138967.843750
Iteration 130Q: 41 clusters Score -1.509415e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 103190 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10588 members 
Mstep: Class 6 contains 25106 members 
Mstep: Class 7 contains 8573 members 
Mstep: Class 8 contains 48529 members 
Mstep: Class 9 contains 361 members 
Mstep: Class 10 contains 23187 members 
Mstep: Class 11 contains 13257 members 
Mstep: Class 12 contains 10176 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 14 contains 181689 members 
Mstep: Class 15 contains 9249 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89189 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96684 members 
Mstep: Class 20 contains 70858 members 
Mstep: Class 21 contains 36295 members 
Mstep: Class 22 contains 6084 members 
Mstep: Class 23 contains 11465 members 
Mstep: Class 24 contains 3650 members 
Mstep: Class 25 contains 47890 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 92853 members 
Mstep: Class 28 contains 5569 members 
Mstep: Class 29 contains 19430 members 
Mstep: Class 30 contains 20699 members 
Mstep: Class 31 contains 170777 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 18813 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8565 members 
Mstep: Class 37 contains 4207 members 
Mstep: Class 38 contains 443 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941584.000000 Penalty: 138967.843750
Iteration 131Q: 41 clusters Score -1.509416e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 103199 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10589 members 
Mstep: Class 6 contains 25106 members 
Mstep: Class 7 contains 8575 members 
Mstep: Class 8 contains 48529 members 
Mstep: Class 9 contains 361 members 
Mstep: Class 10 contains 23187 members 
Mstep: Class 11 contains 13256 members 
Mstep: Class 12 contains 10178 members 
Mstep: Class 13 contains 15833 members 
Mstep: Class 14 contains 181688 members 
Mstep: Class 15 contains 9250 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89188 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96684 members 
Mstep: Class 20 contains 70859 members 
Mstep: Class 21 contains 36287 members 
Mstep: Class 22 contains 6083 members 
Mstep: Class 23 contains 11467 members 
Mstep: Class 24 contains 3665 members 
Mstep: Class 25 contains 47887 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 92852 members 
Mstep: Class 28 contains 5566 members 
Mstep: Class 29 contains 19429 members 
Mstep: Class 30 contains 20699 members 
Mstep: Class 31 contains 170777 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 18812 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8568 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 426 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941696.000000 Penalty: 138967.843750
Iteration 132Q: 41 clusters Score -1.509417e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 103201 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10593 members 
Mstep: Class 6 contains 25106 members 
Mstep: Class 7 contains 8576 members 
Mstep: Class 8 contains 48526 members 
Mstep: Class 9 contains 361 members 
Mstep: Class 10 contains 23186 members 
Mstep: Class 11 contains 13254 members 
Mstep: Class 12 contains 10184 members 
Mstep: Class 13 contains 15832 members 
Mstep: Class 14 contains 181687 members 
Mstep: Class 15 contains 9250 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89189 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96684 members 
Mstep: Class 20 contains 70859 members 
Mstep: Class 21 contains 36280 members 
Mstep: Class 22 contains 6081 members 
Mstep: Class 23 contains 11470 members 
Mstep: Class 24 contains 3685 members 
Mstep: Class 25 contains 47888 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 92850 members 
Mstep: Class 28 contains 5564 members 
Mstep: Class 29 contains 19428 members 
Mstep: Class 30 contains 20700 members 
Mstep: Class 31 contains 170776 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 18811 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8575 members 
Mstep: Class 37 contains 4176 members 
Mstep: Class 38 contains 414 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941760.000000 Penalty: 138967.843750
Iteration 133Q: 41 clusters Score -1.509418e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 103210 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10595 members 
Mstep: Class 6 contains 25107 members 
Mstep: Class 7 contains 8574 members 
Mstep: Class 8 contains 48527 members 
Mstep: Class 9 contains 361 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 13252 members 
Mstep: Class 12 contains 10192 members 
Mstep: Class 13 contains 15816 members 
Mstep: Class 14 contains 181686 members 
Mstep: Class 15 contains 9250 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89190 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96683 members 
Mstep: Class 20 contains 70859 members 
Mstep: Class 21 contains 36266 members 
Mstep: Class 22 contains 6080 members 
Mstep: Class 23 contains 11465 members 
Mstep: Class 24 contains 3710 members 
Mstep: Class 25 contains 47889 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 92855 members 
Mstep: Class 28 contains 5562 members 
Mstep: Class 29 contains 19425 members 
Mstep: Class 30 contains 20698 members 
Mstep: Class 31 contains 170777 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 18812 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8580 members 
Mstep: Class 37 contains 4161 members 
Mstep: Class 38 contains 408 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941712.000000 Penalty: 138967.843750
Iteration 134Q: 41 clusters Score -1.509417e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 103216 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 10596 members 
Mstep: Class 6 contains 25106 members 
Mstep: Class 7 contains 8566 members 
Mstep: Class 8 contains 48524 members 
Mstep: Class 9 contains 361 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 13249 members 
Mstep: Class 12 contains 10195 members 
Mstep: Class 13 contains 15803 members 
Mstep: Class 14 contains 181690 members 
Mstep: Class 15 contains 9251 members 
Mstep: Class 16 contains 15033 members 
Mstep: Class 17 contains 89190 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96683 members 
Mstep: Class 20 contains 70859 members 
Mstep: Class 21 contains 36253 members 
Mstep: Class 22 contains 6083 members 
Mstep: Class 23 contains 11463 members 
Mstep: Class 24 contains 3742 members 
Mstep: Class 25 contains 47892 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 92859 members 
Mstep: Class 28 contains 5561 members 
Mstep: Class 29 contains 19424 members 
Mstep: Class 30 contains 20696 members 
Mstep: Class 31 contains 170782 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 18815 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8585 members 
Mstep: Class 37 contains 4137 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941744.000000 Penalty: 138967.843750
Iteration 135Q: 41 clusters Score -1.509417e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 103225 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 10597 members 
Mstep: Class 6 contains 25105 members 
Mstep: Class 7 contains 8560 members 
Mstep: Class 8 contains 48519 members 
Mstep: Class 9 contains 361 members 
Mstep: Class 10 contains 23192 members 
Mstep: Class 11 contains 13244 members 
Mstep: Class 12 contains 10203 members 
Mstep: Class 13 contains 15782 members 
Mstep: Class 14 contains 181695 members 
Mstep: Class 15 contains 9250 members 
Mstep: Class 16 contains 15032 members 
Mstep: Class 17 contains 89196 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96682 members 
Mstep: Class 20 contains 70860 members 
Mstep: Class 21 contains 36239 members 
Mstep: Class 22 contains 6082 members 
Mstep: Class 23 contains 11458 members 
Mstep: Class 24 contains 3786 members 
Mstep: Class 25 contains 47894 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 92860 members 
Mstep: Class 28 contains 5552 members 
Mstep: Class 29 contains 19423 members 
Mstep: Class 30 contains 20691 members 
Mstep: Class 31 contains 170783 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 18815 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8595 members 
Mstep: Class 37 contains 4117 members 
Mstep: Class 38 contains 390 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941888.000000 Penalty: 138967.843750
Iteration 136Q: 41 clusters Score -1.509419e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 103231 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10600 members 
Mstep: Class 6 contains 25103 members 
Mstep: Class 7 contains 8557 members 
Mstep: Class 8 contains 48520 members 
Mstep: Class 9 contains 361 members 
Mstep: Class 10 contains 23194 members 
Mstep: Class 11 contains 13240 members 
Mstep: Class 12 contains 10208 members 
Mstep: Class 13 contains 15771 members 
Mstep: Class 14 contains 181693 members 
Mstep: Class 15 contains 9248 members 
Mstep: Class 16 contains 15032 members 
Mstep: Class 17 contains 89198 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96681 members 
Mstep: Class 20 contains 70860 members 
Mstep: Class 21 contains 36231 members 
Mstep: Class 22 contains 6083 members 
Mstep: Class 23 contains 11460 members 
Mstep: Class 24 contains 3825 members 
Mstep: Class 25 contains 47892 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 92857 members 
Mstep: Class 28 contains 5547 members 
Mstep: Class 29 contains 19421 members 
Mstep: Class 30 contains 20688 members 
Mstep: Class 31 contains 170784 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 18812 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 8606 members 
Mstep: Class 37 contains 4093 members 
Mstep: Class 38 contains 380 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942016.000000 Penalty: 138967.843750
Iteration 137Q: 41 clusters Score -1.50942e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 103236 members 
Mstep: Class 3 contains 2042 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25101 members 
Mstep: Class 7 contains 8549 members 
Mstep: Class 8 contains 48518 members 
Mstep: Class 9 contains 361 members 
Mstep: Class 10 contains 23193 members 
Mstep: Class 11 contains 13235 members 
Mstep: Class 12 contains 10218 members 
Mstep: Class 13 contains 15753 members 
Mstep: Class 14 contains 181695 members 
Mstep: Class 15 contains 9247 members 
Mstep: Class 16 contains 15032 members 
Mstep: Class 17 contains 89203 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96681 members 
Mstep: Class 20 contains 70858 members 
Mstep: Class 21 contains 36221 members 
Mstep: Class 22 contains 6084 members 
Mstep: Class 23 contains 11461 members 
Mstep: Class 24 contains 3880 members 
Mstep: Class 25 contains 47889 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 92854 members 
Mstep: Class 28 contains 5538 members 
Mstep: Class 29 contains 19416 members 
Mstep: Class 30 contains 20686 members 
Mstep: Class 31 contains 170783 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 18807 members 
Mstep: Class 35 contains 8690 members 
Mstep: Class 36 contains 8615 members 
Mstep: Class 37 contains 4069 members 
Mstep: Class 38 contains 377 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941968.000000 Penalty: 138967.843750
Iteration 138Q: 41 clusters Score -1.50942e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 103243 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 10605 members 
Mstep: Class 6 contains 25100 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 48517 members 
Mstep: Class 9 contains 361 members 
Mstep: Class 10 contains 23192 members 
Mstep: Class 11 contains 13232 members 
Mstep: Class 12 contains 10221 members 
Mstep: Class 13 contains 15729 members 
Mstep: Class 14 contains 181692 members 
Mstep: Class 15 contains 9246 members 
Mstep: Class 16 contains 15032 members 
Mstep: Class 17 contains 89206 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96681 members 
Mstep: Class 20 contains 70862 members 
Mstep: Class 21 contains 36208 members 
Mstep: Class 22 contains 6087 members 
Mstep: Class 23 contains 11467 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 47885 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 92860 members 
Mstep: Class 28 contains 5533 members 
Mstep: Class 29 contains 19413 members 
Mstep: Class 30 contains 20687 members 
Mstep: Class 31 contains 170785 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 18799 members 
Mstep: Class 35 contains 8690 members 
Mstep: Class 36 contains 8622 members 
Mstep: Class 37 contains 4052 members 
Mstep: Class 38 contains 375 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942080.000000 Penalty: 138967.843750
Iteration 139Q: 41 clusters Score -1.509421e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 103251 members 
Mstep: Class 3 contains 2040 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 25099 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 8 contains 48517 members 
Mstep: Class 9 contains 361 members 
Mstep: Class 10 contains 23192 members 
Mstep: Class 11 contains 13222 members 
Mstep: Class 12 contains 10227 members 
Mstep: Class 13 contains 15702 members 
Mstep: Class 14 contains 181691 members 
Mstep: Class 15 contains 9245 members 
Mstep: Class 16 contains 15032 members 
Mstep: Class 17 contains 89207 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96681 members 
Mstep: Class 20 contains 70865 members 
Mstep: Class 21 contains 36195 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11467 members 
Mstep: Class 24 contains 3975 members 
Mstep: Class 25 contains 47894 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 92865 members 
Mstep: Class 28 contains 5525 members 
Mstep: Class 29 contains 19408 members 
Mstep: Class 30 contains 20686 members 
Mstep: Class 31 contains 170784 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 18794 members 
Mstep: Class 35 contains 8690 members 
Mstep: Class 36 contains 8624 members 
Mstep: Class 37 contains 4040 members 
Mstep: Class 38 contains 374 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942272.000000 Penalty: 138967.843750
Iteration 140F: 41 clusters Score -1.509423e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 103256 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10604 members 
Mstep: Class 6 contains 25098 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 48516 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23190 members 
Mstep: Class 11 contains 13217 members 
Mstep: Class 12 contains 10236 members 
Mstep: Class 13 contains 15686 members 
Mstep: Class 14 contains 181690 members 
Mstep: Class 15 contains 9245 members 
Mstep: Class 16 contains 15032 members 
Mstep: Class 17 contains 89211 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96680 members 
Mstep: Class 20 contains 70865 members 
Mstep: Class 21 contains 36184 members 
Mstep: Class 22 contains 6093 members 
Mstep: Class 23 contains 11475 members 
Mstep: Class 24 contains 4012 members 
Mstep: Class 25 contains 47898 members 
Mstep: Class 26 contains 945 members 
Mstep: Class 27 contains 92861 members 
Mstep: Class 28 contains 5516 members 
Mstep: Class 29 contains 19403 members 
Mstep: Class 30 contains 20683 members 
Mstep: Class 31 contains 170786 members 
Mstep: Class 32 contains 485 members 
Mstep: Class 33 contains 495 members 
Mstep: Class 34 contains 18786 members 
Mstep: Class 35 contains 8690 members 
Mstep: Class 36 contains 8624 members 
Mstep: Class 37 contains 4045 members 
Mstep: Class 38 contains 395 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942720.000000 Penalty: 138967.843750
Iteration 141Q: 41 clusters Score -1.509427e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 103261 members 
Mstep: Class 3 contains 2040 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10602 members 
Mstep: Class 6 contains 25097 members 
Mstep: Class 7 contains 8532 members 
Mstep: Class 8 contains 48515 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23189 members 
Mstep: Class 11 contains 13214 members 
Mstep: Class 12 contains 10248 members 
Mstep: Class 13 contains 15667 members 
Mstep: Class 14 contains 181690 members 
Mstep: Class 15 contains 9250 members 
Mstep: Class 16 contains 15032 members 
Mstep: Class 17 contains 89216 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96678 members 
Mstep: Class 20 contains 70867 members 
Mstep: Class 21 contains 36169 members 
Mstep: Class 22 contains 6097 members 
Mstep: Class 23 contains 11478 members 
Mstep: Class 24 contains 4040 members 
Mstep: Class 25 contains 47900 members 
Mstep: Class 26 contains 918 members 
Mstep: Class 27 contains 92857 members 
Mstep: Class 28 contains 5512 members 
Mstep: Class 29 contains 19401 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170790 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 494 members 
Mstep: Class 34 contains 18783 members 
Mstep: Class 35 contains 8690 members 
Mstep: Class 36 contains 8625 members 
Mstep: Class 37 contains 4032 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942992.000000 Penalty: 138967.843750
Iteration 142Q: 41 clusters Score -1.50943e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 103270 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10606 members 
Mstep: Class 6 contains 25096 members 
Mstep: Class 7 contains 8532 members 
Mstep: Class 8 contains 48513 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23187 members 
Mstep: Class 11 contains 13209 members 
Mstep: Class 12 contains 10262 members 
Mstep: Class 13 contains 15644 members 
Mstep: Class 14 contains 181692 members 
Mstep: Class 15 contains 9252 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 89223 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96676 members 
Mstep: Class 20 contains 70867 members 
Mstep: Class 21 contains 36158 members 
Mstep: Class 22 contains 6095 members 
Mstep: Class 23 contains 11477 members 
Mstep: Class 24 contains 4058 members 
Mstep: Class 25 contains 47896 members 
Mstep: Class 26 contains 876 members 
Mstep: Class 27 contains 92858 members 
Mstep: Class 28 contains 5504 members 
Mstep: Class 29 contains 19395 members 
Mstep: Class 30 contains 20678 members 
Mstep: Class 31 contains 170791 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 494 members 
Mstep: Class 34 contains 18777 members 
Mstep: Class 35 contains 8691 members 
Mstep: Class 36 contains 8628 members 
Mstep: Class 37 contains 4049 members 
Mstep: Class 38 contains 457 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150943344.000000 Penalty: 138967.843750
Iteration 143Q: 41 clusters Score -1.509433e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 103272 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10604 members 
Mstep: Class 6 contains 25095 members 
Mstep: Class 7 contains 8522 members 
Mstep: Class 8 contains 48510 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 13203 members 
Mstep: Class 12 contains 10280 members 
Mstep: Class 13 contains 15634 members 
Mstep: Class 14 contains 181694 members 
Mstep: Class 15 contains 9259 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89230 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96674 members 
Mstep: Class 20 contains 70868 members 
Mstep: Class 21 contains 36154 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11477 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 47894 members 
Mstep: Class 26 contains 840 members 
Mstep: Class 27 contains 92852 members 
Mstep: Class 28 contains 5493 members 
Mstep: Class 29 contains 19389 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170790 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 494 members 
Mstep: Class 34 contains 18773 members 
Mstep: Class 35 contains 8694 members 
Mstep: Class 36 contains 8625 members 
Mstep: Class 37 contains 4065 members 
Mstep: Class 38 contains 491 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150943792.000000 Penalty: 138967.843750
Iteration 144Q: 41 clusters Score -1.509438e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 103275 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10603 members 
Mstep: Class 6 contains 25095 members 
Mstep: Class 7 contains 8517 members 
Mstep: Class 8 contains 48509 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23189 members 
Mstep: Class 11 contains 13197 members 
Mstep: Class 12 contains 10296 members 
Mstep: Class 13 contains 15611 members 
Mstep: Class 14 contains 181693 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89241 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96672 members 
Mstep: Class 20 contains 70867 members 
Mstep: Class 21 contains 36146 members 
Mstep: Class 22 contains 6097 members 
Mstep: Class 23 contains 11483 members 
Mstep: Class 24 contains 4083 members 
Mstep: Class 25 contains 47894 members 
Mstep: Class 26 contains 820 members 
Mstep: Class 27 contains 92843 members 
Mstep: Class 28 contains 5483 members 
Mstep: Class 29 contains 19391 members 
Mstep: Class 30 contains 20673 members 
Mstep: Class 31 contains 170792 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 493 members 
Mstep: Class 34 contains 18765 members 
Mstep: Class 35 contains 8696 members 
Mstep: Class 36 contains 8625 members 
Mstep: Class 37 contains 4084 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150944704.000000 Penalty: 138967.843750
Iteration 145Q: 41 clusters Score -1.509447e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 103282 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10602 members 
Mstep: Class 6 contains 25095 members 
Mstep: Class 7 contains 8522 members 
Mstep: Class 8 contains 48509 members 
Mstep: Class 9 contains 364 members 
Mstep: Class 10 contains 23189 members 
Mstep: Class 11 contains 13192 members 
Mstep: Class 12 contains 10311 members 
Mstep: Class 13 contains 15589 members 
Mstep: Class 14 contains 181693 members 
Mstep: Class 15 contains 9260 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89237 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96667 members 
Mstep: Class 20 contains 70868 members 
Mstep: Class 21 contains 36142 members 
Mstep: Class 22 contains 6097 members 
Mstep: Class 23 contains 11488 members 
Mstep: Class 24 contains 4089 members 
Mstep: Class 25 contains 47891 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92839 members 
Mstep: Class 28 contains 5476 members 
Mstep: Class 29 contains 19388 members 
Mstep: Class 30 contains 20672 members 
Mstep: Class 31 contains 170795 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18761 members 
Mstep: Class 35 contains 8696 members 
Mstep: Class 36 contains 8625 members 
Mstep: Class 37 contains 4103 members 
Mstep: Class 38 contains 505 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150944720.000000 Penalty: 138967.843750
Iteration 146Q: 41 clusters Score -1.509447e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 103291 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10603 members 
Mstep: Class 6 contains 25095 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 48508 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23187 members 
Mstep: Class 11 contains 13187 members 
Mstep: Class 12 contains 10326 members 
Mstep: Class 13 contains 15569 members 
Mstep: Class 14 contains 181692 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89238 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96666 members 
Mstep: Class 20 contains 70868 members 
Mstep: Class 21 contains 36132 members 
Mstep: Class 22 contains 6097 members 
Mstep: Class 23 contains 11489 members 
Mstep: Class 24 contains 4095 members 
Mstep: Class 25 contains 47894 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92827 members 
Mstep: Class 28 contains 5473 members 
Mstep: Class 29 contains 19385 members 
Mstep: Class 30 contains 20673 members 
Mstep: Class 31 contains 170793 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18762 members 
Mstep: Class 35 contains 8696 members 
Mstep: Class 36 contains 8625 members 
Mstep: Class 37 contains 4108 members 
Mstep: Class 38 contains 498 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150944592.000000 Penalty: 138967.843750
Iteration 147Q: 41 clusters Score -1.509446e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 103297 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10603 members 
Mstep: Class 6 contains 25095 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 8 contains 48508 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 13183 members 
Mstep: Class 12 contains 10346 members 
Mstep: Class 13 contains 15541 members 
Mstep: Class 14 contains 181690 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89242 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96666 members 
Mstep: Class 20 contains 70868 members 
Mstep: Class 21 contains 36123 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 11490 members 
Mstep: Class 24 contains 4098 members 
Mstep: Class 25 contains 47899 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92832 members 
Mstep: Class 28 contains 5468 members 
Mstep: Class 29 contains 19386 members 
Mstep: Class 30 contains 20672 members 
Mstep: Class 31 contains 170790 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18754 members 
Mstep: Class 35 contains 8696 members 
Mstep: Class 36 contains 8625 members 
Mstep: Class 37 contains 4115 members 
Mstep: Class 38 contains 494 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150944544.000000 Penalty: 138967.843750
Iteration 148Q: 41 clusters Score -1.509445e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 103303 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10603 members 
Mstep: Class 6 contains 25094 members 
Mstep: Class 7 contains 8554 members 
Mstep: Class 8 contains 48507 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23187 members 
Mstep: Class 11 contains 13181 members 
Mstep: Class 12 contains 10366 members 
Mstep: Class 13 contains 15509 members 
Mstep: Class 14 contains 181689 members 
Mstep: Class 15 contains 9262 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89247 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70869 members 
Mstep: Class 21 contains 36112 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 11492 members 
Mstep: Class 24 contains 4106 members 
Mstep: Class 25 contains 47901 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92827 members 
Mstep: Class 28 contains 5465 members 
Mstep: Class 29 contains 19382 members 
Mstep: Class 30 contains 20672 members 
Mstep: Class 31 contains 170789 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18753 members 
Mstep: Class 35 contains 8696 members 
Mstep: Class 36 contains 8625 members 
Mstep: Class 37 contains 4121 members 
Mstep: Class 38 contains 494 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150944592.000000 Penalty: 138967.843750
Iteration 149Q: 41 clusters Score -1.509446e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 103310 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10603 members 
Mstep: Class 6 contains 25093 members 
Mstep: Class 7 contains 8569 members 
Mstep: Class 8 contains 48509 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 13180 members 
Mstep: Class 12 contains 10376 members 
Mstep: Class 13 contains 15482 members 
Mstep: Class 14 contains 181688 members 
Mstep: Class 15 contains 9262 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89249 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70869 members 
Mstep: Class 21 contains 36108 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 4109 members 
Mstep: Class 25 contains 47902 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92820 members 
Mstep: Class 28 contains 5465 members 
Mstep: Class 29 contains 19380 members 
Mstep: Class 30 contains 20672 members 
Mstep: Class 31 contains 170788 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18748 members 
Mstep: Class 35 contains 8697 members 
Mstep: Class 36 contains 8625 members 
Mstep: Class 37 contains 4124 members 
Mstep: Class 38 contains 494 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150944592.000000 Penalty: 138967.843750
Iteration 150Q: 41 clusters Score -1.509446e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 103324 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10603 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8579 members 
Mstep: Class 8 contains 48508 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 13180 members 
Mstep: Class 12 contains 10385 members 
Mstep: Class 13 contains 15454 members 
Mstep: Class 14 contains 181684 members 
Mstep: Class 15 contains 9262 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89254 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70870 members 
Mstep: Class 21 contains 36101 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 4111 members 
Mstep: Class 25 contains 47897 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92824 members 
Mstep: Class 28 contains 5462 members 
Mstep: Class 29 contains 19377 members 
Mstep: Class 30 contains 20672 members 
Mstep: Class 31 contains 170789 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18741 members 
Mstep: Class 35 contains 8698 members 
Mstep: Class 36 contains 8626 members 
Mstep: Class 37 contains 4135 members 
Mstep: Class 38 contains 494 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150944544.000000 Penalty: 138967.843750
Iteration 151Q: 41 clusters Score -1.509445e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 103330 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10604 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8590 members 
Mstep: Class 8 contains 48505 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23189 members 
Mstep: Class 11 contains 13180 members 
Mstep: Class 12 contains 10389 members 
Mstep: Class 13 contains 15440 members 
Mstep: Class 14 contains 181680 members 
Mstep: Class 15 contains 9262 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89257 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70870 members 
Mstep: Class 21 contains 36098 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 4112 members 
Mstep: Class 25 contains 47898 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92829 members 
Mstep: Class 28 contains 5462 members 
Mstep: Class 29 contains 19371 members 
Mstep: Class 30 contains 20670 members 
Mstep: Class 31 contains 170787 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18736 members 
Mstep: Class 35 contains 8698 members 
Mstep: Class 36 contains 8624 members 
Mstep: Class 37 contains 4143 members 
Mstep: Class 38 contains 494 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150944640.000000 Penalty: 138967.843750
Iteration 152Q: 41 clusters Score -1.509446e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 103339 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10604 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8599 members 
Mstep: Class 8 contains 48504 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 13178 members 
Mstep: Class 12 contains 10391 members 
Mstep: Class 13 contains 15433 members 
Mstep: Class 14 contains 181677 members 
Mstep: Class 15 contains 9262 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89258 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70872 members 
Mstep: Class 21 contains 36096 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4112 members 
Mstep: Class 25 contains 47899 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92828 members 
Mstep: Class 28 contains 5461 members 
Mstep: Class 29 contains 19364 members 
Mstep: Class 30 contains 20670 members 
Mstep: Class 31 contains 170785 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18731 members 
Mstep: Class 35 contains 8698 members 
Mstep: Class 36 contains 8625 members 
Mstep: Class 37 contains 4151 members 
Mstep: Class 38 contains 494 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150944688.000000 Penalty: 138967.843750
Iteration 153Q: 41 clusters Score -1.509447e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 103345 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 5 contains 10604 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 48505 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23185 members 
Mstep: Class 11 contains 13178 members 
Mstep: Class 12 contains 10399 members 
Mstep: Class 13 contains 15413 members 
Mstep: Class 14 contains 181675 members 
Mstep: Class 15 contains 9262 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89259 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70873 members 
Mstep: Class 21 contains 36092 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4111 members 
Mstep: Class 25 contains 47900 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92827 members 
Mstep: Class 28 contains 5458 members 
Mstep: Class 29 contains 19360 members 
Mstep: Class 30 contains 20669 members 
Mstep: Class 31 contains 170786 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18727 members 
Mstep: Class 35 contains 8698 members 
Mstep: Class 36 contains 8624 members 
Mstep: Class 37 contains 4166 members 
Mstep: Class 38 contains 494 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150944752.000000 Penalty: 138967.843750
Iteration 154Q: 41 clusters Score -1.509448e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 103352 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 5 contains 10603 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8613 members 
Mstep: Class 8 contains 48505 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23185 members 
Mstep: Class 11 contains 13178 members 
Mstep: Class 12 contains 10405 members 
Mstep: Class 13 contains 15413 members 
Mstep: Class 14 contains 181672 members 
Mstep: Class 15 contains 9262 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89261 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70873 members 
Mstep: Class 21 contains 36085 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 4111 members 
Mstep: Class 25 contains 47899 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92822 members 
Mstep: Class 28 contains 5454 members 
Mstep: Class 29 contains 19354 members 
Mstep: Class 30 contains 20667 members 
Mstep: Class 31 contains 170784 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18726 members 
Mstep: Class 35 contains 8699 members 
Mstep: Class 36 contains 8624 members 
Mstep: Class 37 contains 4177 members 
Mstep: Class 38 contains 494 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150944784.000000 Penalty: 138967.843750
Iteration 155Q: 41 clusters Score -1.509448e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 103355 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 5 contains 10604 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8614 members 
Mstep: Class 8 contains 48506 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23186 members 
Mstep: Class 11 contains 13178 members 
Mstep: Class 12 contains 10410 members 
Mstep: Class 13 contains 15405 members 
Mstep: Class 14 contains 181672 members 
Mstep: Class 15 contains 9260 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89261 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70873 members 
Mstep: Class 21 contains 36083 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4111 members 
Mstep: Class 25 contains 47902 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92822 members 
Mstep: Class 28 contains 5453 members 
Mstep: Class 29 contains 19346 members 
Mstep: Class 30 contains 20664 members 
Mstep: Class 31 contains 170785 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18721 members 
Mstep: Class 35 contains 8699 members 
Mstep: Class 36 contains 8624 members 
Mstep: Class 37 contains 4191 members 
Mstep: Class 38 contains 494 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150944784.000000 Penalty: 138967.843750
Iteration 156Q: 41 clusters Score -1.509448e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 103360 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 5 contains 10605 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8614 members 
Mstep: Class 8 contains 48507 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23187 members 
Mstep: Class 11 contains 13176 members 
Mstep: Class 12 contains 10414 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 181672 members 
Mstep: Class 15 contains 9257 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89260 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70872 members 
Mstep: Class 21 contains 36079 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 11492 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 47906 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92818 members 
Mstep: Class 28 contains 5450 members 
Mstep: Class 29 contains 19340 members 
Mstep: Class 30 contains 20666 members 
Mstep: Class 31 contains 170785 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18714 members 
Mstep: Class 35 contains 8699 members 
Mstep: Class 36 contains 8624 members 
Mstep: Class 37 contains 4200 members 
Mstep: Class 38 contains 494 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150944800.000000 Penalty: 138967.843750
Iteration 157Q: 41 clusters Score -1.509448e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 103360 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10604 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8615 members 
Mstep: Class 8 contains 48510 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 13174 members 
Mstep: Class 12 contains 10419 members 
Mstep: Class 13 contains 15416 members 
Mstep: Class 14 contains 181671 members 
Mstep: Class 15 contains 9257 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89259 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70872 members 
Mstep: Class 21 contains 36079 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11491 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 47907 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92813 members 
Mstep: Class 28 contains 5449 members 
Mstep: Class 29 contains 19332 members 
Mstep: Class 30 contains 20665 members 
Mstep: Class 31 contains 170787 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18709 members 
Mstep: Class 35 contains 8699 members 
Mstep: Class 36 contains 8623 members 
Mstep: Class 37 contains 4208 members 
Mstep: Class 38 contains 494 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150944976.000000 Penalty: 138967.843750
Iteration 158Q: 41 clusters Score -1.50945e+08 nChanged 54
Entering ConstructFrom: 
Score: -150944976.000000 Penalty: 138967.843750
Entering ConstructFrom: 
Trying to split cluster 1 (23581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Entering Unmasked Estep 
Score: -2872062.000000 Penalty: 2496.912598
	Iteration 0F: 2 clusters Score -2872062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2855736.500000 Penalty: 4993.825195
	Iteration 0F: 3 clusters Score -2855736 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2861423.250000 Penalty: 4993.825195
	Iteration 1F: 3 clusters Score -2861423 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2862163.000000 Penalty: 4993.825195
	Iteration 2F: 3 clusters Score -2862163 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2862924.750000 Penalty: 4993.825195
	Iteration 3F: 3 clusters Score -2862925 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2863577.500000 Penalty: 4993.825195
	Iteration 4F: 3 clusters Score -2863578 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2864205.000000 Penalty: 4993.825195
	Iteration 5Q: 3 clusters Score -2864205 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2864787.500000 Penalty: 4993.825195
	Iteration 6Q: 3 clusters Score -2864788 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2865403.500000 Penalty: 4993.825195
	Iteration 7Q: 3 clusters Score -2865404 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2866096.250000 Penalty: 4993.825195
	Iteration 8Q: 3 clusters Score -2866096 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2866880.000000 Penalty: 4993.825195
	Iteration 9Q: 3 clusters Score -2866880 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2867581.750000 Penalty: 4993.825195
	Iteration 10Q: 3 clusters Score -2867582 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2868042.500000 Penalty: 4993.825195
	Iteration 11Q: 3 clusters Score -2868042 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2868300.000000 Penalty: 4993.825195
	Iteration 12Q: 3 clusters Score -2868300 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2868450.250000 Penalty: 4993.825195
	Iteration 13Q: 3 clusters Score -2868450 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2868572.500000 Penalty: 4993.825195
	Iteration 14Q: 3 clusters Score -2868572 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2868672.250000 Penalty: 4993.825195
	Iteration 15Q: 3 clusters Score -2868672 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2868801.250000 Penalty: 4993.825195
	Iteration 16Q: 3 clusters Score -2868801 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2868963.000000 Penalty: 4993.825195
	Iteration 17Q: 3 clusters Score -2868963 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2869160.500000 Penalty: 4993.825195
	Iteration 18Q: 3 clusters Score -2869160 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2869343.750000 Penalty: 4993.825195
	Iteration 19Q: 3 clusters Score -2869344 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2869515.750000 Penalty: 4993.825195
	Iteration 20F: 3 clusters Score -2869516 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2869666.500000 Penalty: 4993.825195
	Iteration 21Q: 3 clusters Score -2869666 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2869795.500000 Penalty: 4993.825195
	Iteration 22Q: 3 clusters Score -2869796 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2869888.750000 Penalty: 4993.825195
	Iteration 23Q: 3 clusters Score -2869889 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2869946.250000 Penalty: 4993.825195
	Iteration 24Q: 3 clusters Score -2869946 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2869994.250000 Penalty: 4993.825195
	Iteration 25Q: 3 clusters Score -2869994 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2870040.000000 Penalty: 4993.825195
	Iteration 26Q: 3 clusters Score -2870040 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2870080.000000 Penalty: 4993.825195
	Iteration 27Q: 3 clusters Score -2870080 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2870104.500000 Penalty: 4993.825195
	Iteration 28Q: 3 clusters Score -2870104 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2870120.250000 Penalty: 4993.825195
	Iteration 29Q: 3 clusters Score -2870120 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2870139.750000 Penalty: 4993.825195
	Iteration 30Q: 3 clusters Score -2870140 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2870146.750000 Penalty: 4993.825195
	Iteration 31Q: 3 clusters Score -2870147 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2870151.000000 Penalty: 4993.825195
	Iteration 32Q: 3 clusters Score -2870151 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2870163.250000 Penalty: 4993.825195
	Iteration 33Q: 3 clusters Score -2870163 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2870174.750000 Penalty: 4993.825195
	Iteration 34Q: 3 clusters Score -2870175 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2870176.500000 Penalty: 4993.825195
	Iteration 35Q: 3 clusters Score -2870176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2870185.500000 Penalty: 4993.825195
	Iteration 36Q: 3 clusters Score -2870186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2870193.000000 Penalty: 4993.825195
	Iteration 37Q: 3 clusters Score -2870193 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2870195.750000 Penalty: 4993.825195
	Iteration 38Q: 3 clusters Score -2870196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2870195.750000 Penalty: 4993.825195
	Iteration 39Q: 3 clusters Score -2870196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2870192.750000 Penalty: 4993.825195
	Iteration 40F: 3 clusters Score -2870193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2870196.250000 Penalty: 4993.825195
	Iteration 41Q: 3 clusters Score -2870196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2870193.750000 Penalty: 4993.825195
	Iteration 42Q: 3 clusters Score -2870194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2870196.500000 Penalty: 4993.825195
	Iteration 43Q: 3 clusters Score -2870196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2870196.500000 Penalty: 4993.825195
	Iteration 44Q: 3 clusters Score -2870196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2870195.500000 Penalty: 4993.825195
	Iteration 45Q: 3 clusters Score -2870196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2870198.250000 Penalty: 4993.825195
	Iteration 46Q: 3 clusters Score -2870198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2870205.250000 Penalty: 4993.825195
	Iteration 47Q: 3 clusters Score -2870205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2870212.250000 Penalty: 4993.825195
	Iteration 48Q: 3 clusters Score -2870212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2870210.750000 Penalty: 4993.825195
	Iteration 49Q: 3 clusters Score -2870211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2870209.750000 Penalty: 4993.825195
	Iteration 50Q: 3 clusters Score -2870210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2870209.500000 Penalty: 4993.825195
	Iteration 51Q: 3 clusters Score -2870210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2870215.750000 Penalty: 4993.825195
	Iteration 52Q: 3 clusters Score -2870216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2870211.750000 Penalty: 4993.825195
	Iteration 53Q: 3 clusters Score -2870212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2870211.250000 Penalty: 4993.825195
	Iteration 54Q: 3 clusters Score -2870211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2870213.250000 Penalty: 4993.825195
	Iteration 55Q: 3 clusters Score -2870213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2870213.250000 Penalty: 4993.825195
	Iteration 56F: 3 clusters Score -2870213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103363 members 
Entering Unmasked Estep 
Score: -13302809.000000 Penalty: 2863.408691
	Iteration 0F: 2 clusters Score -1.330281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -13233788.000000 Penalty: 5726.817383
	Iteration 0F: 3 clusters Score -1.323379e+07 nChanged 48939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 53310 members 
Entering Unmasked Estep 
Score: -13262031.000000 Penalty: 5726.817383
	Iteration 1F: 3 clusters Score -1.326203e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -13263049.000000 Penalty: 5726.817383
	Iteration 2Q: 3 clusters Score -1.326305e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -13264299.000000 Penalty: 5726.817383
	Iteration 3Q: 3 clusters Score -1.32643e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -13265893.000000 Penalty: 5726.817383
	Iteration 4Q: 3 clusters Score -1.326589e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 60041 members 
Entering Unmasked Estep 
Score: -13268168.000000 Penalty: 5726.817383
	Iteration 5Q: 3 clusters Score -1.326817e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 63476 members 
Entering Unmasked Estep 
Score: -13271041.000000 Penalty: 5726.817383
	Iteration 6F: 3 clusters Score -1.327104e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 67638 members 
Entering Unmasked Estep 
Score: -13274691.000000 Penalty: 5726.817383
	Iteration 7F: 3 clusters Score -1.327469e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -13279030.000000 Penalty: 5726.817383
	Iteration 8F: 3 clusters Score -1.327903e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -13283595.000000 Penalty: 5726.817383
	Iteration 9F: 3 clusters Score -1.32836e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 81963 members 
Entering Unmasked Estep 
Score: -13288029.000000 Penalty: 5726.817383
	Iteration 10F: 3 clusters Score -1.328803e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 85629 members 
Entering Unmasked Estep 
Score: -13291834.000000 Penalty: 5726.817383
	Iteration 11Q: 3 clusters Score -1.329183e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 88295 members 
Entering Unmasked Estep 
Score: -13294672.000000 Penalty: 5726.817383
	Iteration 12Q: 3 clusters Score -1.329467e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 90190 members 
Entering Unmasked Estep 
Score: -13296288.000000 Penalty: 5726.817383
	Iteration 13Q: 3 clusters Score -1.329629e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 91644 members 
Entering Unmasked Estep 
Score: -13297229.000000 Penalty: 5726.817383
	Iteration 14Q: 3 clusters Score -1.329723e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 92892 members 
Entering Unmasked Estep 
Score: -13297869.000000 Penalty: 5726.817383
	Iteration 15Q: 3 clusters Score -1.329787e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 93975 members 
Entering Unmasked Estep 
Score: -13298382.000000 Penalty: 5726.817383
	Iteration 16Q: 3 clusters Score -1.329838e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 94927 members 
Entering Unmasked Estep 
Score: -13298778.000000 Penalty: 5726.817383
	Iteration 17Q: 3 clusters Score -1.329878e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 95796 members 
Entering Unmasked Estep 
Score: -13299155.000000 Penalty: 5726.817383
	Iteration 18Q: 3 clusters Score -1.329916e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 96564 members 
Entering Unmasked Estep 
Score: -13299515.000000 Penalty: 5726.817383
	Iteration 19Q: 3 clusters Score -1.329952e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 97217 members 
Entering Unmasked Estep 
Score: -13299747.000000 Penalty: 5726.817383
	Iteration 20F: 3 clusters Score -1.329975e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 97759 members 
Entering Unmasked Estep 
Score: -13299901.000000 Penalty: 5726.817383
	Iteration 21Q: 3 clusters Score -1.32999e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -13300006.000000 Penalty: 5726.817383
	Iteration 22Q: 3 clusters Score -1.330001e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 98597 members 
Entering Unmasked Estep 
Score: -13300139.000000 Penalty: 5726.817383
	Iteration 23Q: 3 clusters Score -1.330014e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 98907 members 
Entering Unmasked Estep 
Score: -13300198.000000 Penalty: 5726.817383
	Iteration 24Q: 3 clusters Score -1.33002e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 99191 members 
Entering Unmasked Estep 
Score: -13300241.000000 Penalty: 5726.817383
	Iteration 25Q: 3 clusters Score -1.330024e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 99433 members 
Entering Unmasked Estep 
Score: -13300320.000000 Penalty: 5726.817383
	Iteration 26Q: 3 clusters Score -1.330032e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 99648 members 
Entering Unmasked Estep 
Score: -13300367.000000 Penalty: 5726.817383
	Iteration 27Q: 3 clusters Score -1.330037e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 99856 members 
Entering Unmasked Estep 
Score: -13300420.000000 Penalty: 5726.817383
	Iteration 28Q: 3 clusters Score -1.330042e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 100034 members 
Entering Unmasked Estep 
Score: -13300498.000000 Penalty: 5726.817383
	Iteration 29Q: 3 clusters Score -1.33005e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 100180 members 
Entering Unmasked Estep 
Score: -13300520.000000 Penalty: 5726.817383
	Iteration 30Q: 3 clusters Score -1.330052e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 100333 members 
Entering Unmasked Estep 
Score: -13300609.000000 Penalty: 5726.817383
	Iteration 31Q: 3 clusters Score -1.330061e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 100460 members 
Entering Unmasked Estep 
Score: -13300663.000000 Penalty: 5726.817383
	Iteration 32Q: 3 clusters Score -1.330066e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -13300683.000000 Penalty: 5726.817383
	Iteration 33Q: 3 clusters Score -1.330068e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 100673 members 
Entering Unmasked Estep 
Score: -13300680.000000 Penalty: 5726.817383
	Iteration 34Q: 3 clusters Score -1.330068e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 100754 members 
Entering Unmasked Estep 
Score: -13300692.000000 Penalty: 5726.817383
	Iteration 35Q: 3 clusters Score -1.330069e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 100827 members 
Entering Unmasked Estep 
Score: -13300745.000000 Penalty: 5726.817383
	Iteration 36Q: 3 clusters Score -1.330074e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -13300744.000000 Penalty: 5726.817383
	Iteration 37Q: 3 clusters Score -1.330074e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 100946 members 
Entering Unmasked Estep 
Score: -13300760.000000 Penalty: 5726.817383
	Iteration 38Q: 3 clusters Score -1.330076e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 100990 members 
Entering Unmasked Estep 
Score: -13300778.000000 Penalty: 5726.817383
	Iteration 39Q: 3 clusters Score -1.330078e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 101023 members 
Entering Unmasked Estep 
Score: -13300763.000000 Penalty: 5726.817383
	Iteration 40F: 3 clusters Score -1.330076e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 101051 members 
Entering Unmasked Estep 
Score: -13300767.000000 Penalty: 5726.817383
	Iteration 41Q: 3 clusters Score -1.330077e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 101077 members 
Entering Unmasked Estep 
Score: -13300778.000000 Penalty: 5726.817383
	Iteration 42Q: 3 clusters Score -1.330078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 101103 members 
Entering Unmasked Estep 
Score: -13300789.000000 Penalty: 5726.817383
	Iteration 43Q: 3 clusters Score -1.330079e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 101125 members 
Entering Unmasked Estep 
Score: -13300780.000000 Penalty: 5726.817383
	Iteration 44Q: 3 clusters Score -1.330078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 101145 members 
Entering Unmasked Estep 
Score: -13300796.000000 Penalty: 5726.817383
	Iteration 45Q: 3 clusters Score -1.33008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 101157 members 
Entering Unmasked Estep 
Score: -13300781.000000 Penalty: 5726.817383
	Iteration 46Q: 3 clusters Score -1.330078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 101173 members 
Entering Unmasked Estep 
Score: -13300783.000000 Penalty: 5726.817383
	Iteration 47Q: 3 clusters Score -1.330078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 101188 members 
Entering Unmasked Estep 
Score: -13300801.000000 Penalty: 5726.817383
	Iteration 48Q: 3 clusters Score -1.33008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 101201 members 
Entering Unmasked Estep 
Score: -13300813.000000 Penalty: 5726.817383
	Iteration 49Q: 3 clusters Score -1.330081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 101209 members 
Entering Unmasked Estep 
Score: -13300809.000000 Penalty: 5726.817383
	Iteration 50Q: 3 clusters Score -1.330081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 101215 members 
Entering Unmasked Estep 
Score: -13300825.000000 Penalty: 5726.817383
	Iteration 51Q: 3 clusters Score -1.330082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 101219 members 
Entering Unmasked Estep 
Score: -13300819.000000 Penalty: 5726.817383
	Iteration 52Q: 3 clusters Score -1.330082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 101224 members 
Entering Unmasked Estep 
Score: -13300825.000000 Penalty: 5726.817383
	Iteration 53Q: 3 clusters Score -1.330082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 101225 members 
Entering Unmasked Estep 
Score: -13300830.000000 Penalty: 5726.817383
	Iteration 54Q: 3 clusters Score -1.330083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 101229 members 
Entering Unmasked Estep 
Score: -13300830.000000 Penalty: 5726.817383
	Iteration 55Q: 3 clusters Score -1.330083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 101235 members 
Entering Unmasked Estep 
Score: -13300827.000000 Penalty: 5726.817383
	Iteration 56Q: 3 clusters Score -1.330083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 101238 members 
Entering Unmasked Estep 
Score: -13300824.000000 Penalty: 5726.817383
	Iteration 57Q: 3 clusters Score -1.330082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 101240 members 
Entering Unmasked Estep 
Score: -13300828.000000 Penalty: 5726.817383
	Iteration 58Q: 3 clusters Score -1.330083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 101244 members 
Entering Unmasked Estep 
Score: -13300830.000000 Penalty: 5726.817383
	Iteration 59Q: 3 clusters Score -1.330083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 101247 members 
Entering Unmasked Estep 
Score: -13300823.000000 Penalty: 5726.817383
	Iteration 60F: 3 clusters Score -1.330082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 101253 members 
Entering Unmasked Estep 
Score: -13300840.000000 Penalty: 5726.817383
	Iteration 61Q: 3 clusters Score -1.330084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 101260 members 
Entering Unmasked Estep 
Score: -13300833.000000 Penalty: 5726.817383
	Iteration 62Q: 3 clusters Score -1.330083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 101269 members 
Entering Unmasked Estep 
Score: -13300827.000000 Penalty: 5726.817383
	Iteration 63Q: 3 clusters Score -1.330083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 101281 members 
Entering Unmasked Estep 
Score: -13300837.000000 Penalty: 5726.817383
	Iteration 64Q: 3 clusters Score -1.330084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 101289 members 
Entering Unmasked Estep 
Score: -13300840.000000 Penalty: 5726.817383
	Iteration 65Q: 3 clusters Score -1.330084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 101294 members 
Entering Unmasked Estep 
Score: -13300829.000000 Penalty: 5726.817383
	Iteration 66Q: 3 clusters Score -1.330083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 101294 members 
Entering Unmasked Estep 
Score: -13300829.000000 Penalty: 5726.817383
	Iteration 67F: 3 clusters Score -1.330083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Entering Unmasked Estep 
Score: -246488.015625 Penalty: 1889.569946
	Iteration 0F: 2 clusters Score -246488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -243864.187500 Penalty: 3779.139893
	Iteration 0F: 3 clusters Score -243864.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -244359.656250 Penalty: 3779.139893
	Iteration 1F: 3 clusters Score -244359.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -244588.390625 Penalty: 3779.139893
	Iteration 2F: 3 clusters Score -244588.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -244748.156250 Penalty: 3779.139893
	Iteration 3F: 3 clusters Score -244748.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -244865.046875 Penalty: 3779.139893
	Iteration 4Q: 3 clusters Score -244865 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -244929.828125 Penalty: 3779.139893
	Iteration 5Q: 3 clusters Score -244929.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -245009.359375 Penalty: 3779.139893
	Iteration 6Q: 3 clusters Score -245009.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -245090.750000 Penalty: 3779.139893
	Iteration 7Q: 3 clusters Score -245090.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -245171.234375 Penalty: 3779.139893
	Iteration 8Q: 3 clusters Score -245171.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -245305.453125 Penalty: 3779.139893
	Iteration 9Q: 3 clusters Score -245305.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -245443.765625 Penalty: 3779.139893
	Iteration 10Q: 3 clusters Score -245443.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -245607.265625 Penalty: 3779.139893
	Iteration 11Q: 3 clusters Score -245607.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -245763.062500 Penalty: 3779.139893
	Iteration 12Q: 3 clusters Score -245763.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -245867.656250 Penalty: 3779.139893
	Iteration 13Q: 3 clusters Score -245867.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -245928.343750 Penalty: 3779.139893
	Iteration 14Q: 3 clusters Score -245928.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -245966.984375 Penalty: 3779.139893
	Iteration 15Q: 3 clusters Score -245967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -245990.937500 Penalty: 3779.139893
	Iteration 16Q: 3 clusters Score -245990.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -246010.546875 Penalty: 3779.139893
	Iteration 17Q: 3 clusters Score -246010.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -246036.125000 Penalty: 3779.139893
	Iteration 18Q: 3 clusters Score -246036.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -246056.468750 Penalty: 3779.139893
	Iteration 19Q: 3 clusters Score -246056.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -246072.078125 Penalty: 3779.139893
	Iteration 20F: 3 clusters Score -246072.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -246118.218750 Penalty: 3779.139893
	Iteration 21Q: 3 clusters Score -246118.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -246139.140625 Penalty: 3779.139893
	Iteration 22Q: 3 clusters Score -246139.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -246159.109375 Penalty: 3779.139893
	Iteration 23Q: 3 clusters Score -246159.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -246173.265625 Penalty: 3779.139893
	Iteration 24Q: 3 clusters Score -246173.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -246177.656250 Penalty: 3779.139893
	Iteration 25Q: 3 clusters Score -246177.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -246178.750000 Penalty: 3779.139893
	Iteration 26Q: 3 clusters Score -246178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -246179.203125 Penalty: 3779.139893
	Iteration 27Q: 3 clusters Score -246179.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -246179.203125 Penalty: 3779.139893
	Iteration 28F: 3 clusters Score -246179.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Entering Unmasked Estep 
Score: -580332.125000 Penalty: 2085.638184
	Iteration 0F: 2 clusters Score -580332.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -576110.812500 Penalty: 4171.276367
	Iteration 0F: 3 clusters Score -576110.8 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -577095.000000 Penalty: 4171.276367
	Iteration 1F: 3 clusters Score -577095 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -577311.375000 Penalty: 4171.276367
	Iteration 2F: 3 clusters Score -577311.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -577432.500000 Penalty: 4171.276367
	Iteration 3Q: 3 clusters Score -577432.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -577533.062500 Penalty: 4171.276367
	Iteration 4Q: 3 clusters Score -577533.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -577637.062500 Penalty: 4171.276367
	Iteration 5Q: 3 clusters Score -577637.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -577725.250000 Penalty: 4171.276367
	Iteration 6Q: 3 clusters Score -577725.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -577782.812500 Penalty: 4171.276367
	Iteration 7Q: 3 clusters Score -577782.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -577830.000000 Penalty: 4171.276367
	Iteration 8Q: 3 clusters Score -577830 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -577871.812500 Penalty: 4171.276367
	Iteration 9Q: 3 clusters Score -577871.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -577910.937500 Penalty: 4171.276367
	Iteration 10Q: 3 clusters Score -577910.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -577941.687500 Penalty: 4171.276367
	Iteration 11Q: 3 clusters Score -577941.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -577964.375000 Penalty: 4171.276367
	Iteration 12Q: 3 clusters Score -577964.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -577988.000000 Penalty: 4171.276367
	Iteration 13Q: 3 clusters Score -577988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -578004.875000 Penalty: 4171.276367
	Iteration 14Q: 3 clusters Score -578004.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -578022.312500 Penalty: 4171.276367
	Iteration 15Q: 3 clusters Score -578022.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -578036.312500 Penalty: 4171.276367
	Iteration 16Q: 3 clusters Score -578036.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -578045.625000 Penalty: 4171.276367
	Iteration 17Q: 3 clusters Score -578045.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -578054.312500 Penalty: 4171.276367
	Iteration 18Q: 3 clusters Score -578054.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -578065.937500 Penalty: 4171.276367
	Iteration 19Q: 3 clusters Score -578065.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -578077.687500 Penalty: 4171.276367
	Iteration 20F: 3 clusters Score -578077.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -578093.375000 Penalty: 4171.276367
	Iteration 21Q: 3 clusters Score -578093.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -578114.687500 Penalty: 4171.276367
	Iteration 22Q: 3 clusters Score -578114.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -578135.000000 Penalty: 4171.276367
	Iteration 23Q: 3 clusters Score -578135 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -578157.312500 Penalty: 4171.276367
	Iteration 24Q: 3 clusters Score -578157.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -578177.250000 Penalty: 4171.276367
	Iteration 25Q: 3 clusters Score -578177.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -578197.062500 Penalty: 4171.276367
	Iteration 26Q: 3 clusters Score -578197.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -578217.687500 Penalty: 4171.276367
	Iteration 27Q: 3 clusters Score -578217.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -578238.562500 Penalty: 4171.276367
	Iteration 28Q: 3 clusters Score -578238.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -578258.625000 Penalty: 4171.276367
	Iteration 29Q: 3 clusters Score -578258.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -578265.625000 Penalty: 4171.276367
	Iteration 30Q: 3 clusters Score -578265.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -578280.250000 Penalty: 4171.276367
	Iteration 31Q: 3 clusters Score -578280.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -578305.187500 Penalty: 4171.276367
	Iteration 32Q: 3 clusters Score -578305.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -578327.250000 Penalty: 4171.276367
	Iteration 33Q: 3 clusters Score -578327.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -578353.937500 Penalty: 4171.276367
	Iteration 34Q: 3 clusters Score -578353.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -578388.250000 Penalty: 4171.276367
	Iteration 35Q: 3 clusters Score -578388.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -578426.875000 Penalty: 4171.276367
	Iteration 36Q: 3 clusters Score -578426.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -578461.562500 Penalty: 4171.276367
	Iteration 37Q: 3 clusters Score -578461.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -578495.562500 Penalty: 4171.276367
	Iteration 38Q: 3 clusters Score -578495.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -578530.125000 Penalty: 4171.276367
	Iteration 39Q: 3 clusters Score -578530.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -578566.375000 Penalty: 4171.276367
	Iteration 40F: 3 clusters Score -578566.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -578605.312500 Penalty: 4171.276367
	Iteration 41Q: 3 clusters Score -578605.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -578632.875000 Penalty: 4171.276367
	Iteration 42Q: 3 clusters Score -578632.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -578653.312500 Penalty: 4171.276367
	Iteration 43Q: 3 clusters Score -578653.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -578672.562500 Penalty: 4171.276367
	Iteration 44Q: 3 clusters Score -578672.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -578692.250000 Penalty: 4171.276367
	Iteration 45Q: 3 clusters Score -578692.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -578704.500000 Penalty: 4171.276367
	Iteration 46Q: 3 clusters Score -578704.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -578714.312500 Penalty: 4171.276367
	Iteration 47Q: 3 clusters Score -578714.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -578727.250000 Penalty: 4171.276367
	Iteration 48Q: 3 clusters Score -578727.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -578740.625000 Penalty: 4171.276367
	Iteration 49Q: 3 clusters Score -578740.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -578754.500000 Penalty: 4171.276367
	Iteration 50Q: 3 clusters Score -578754.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -578766.375000 Penalty: 4171.276367
	Iteration 51Q: 3 clusters Score -578766.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -578776.750000 Penalty: 4171.276367
	Iteration 52Q: 3 clusters Score -578776.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -578786.312500 Penalty: 4171.276367
	Iteration 53Q: 3 clusters Score -578786.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -578793.437500 Penalty: 4171.276367
	Iteration 54Q: 3 clusters Score -578793.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -578797.500000 Penalty: 4171.276367
	Iteration 55Q: 3 clusters Score -578797.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -578807.875000 Penalty: 4171.276367
	Iteration 56Q: 3 clusters Score -578807.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -578817.937500 Penalty: 4171.276367
	Iteration 57Q: 3 clusters Score -578817.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -578826.750000 Penalty: 4171.276367
	Iteration 58Q: 3 clusters Score -578826.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -578838.250000 Penalty: 4171.276367
	Iteration 59Q: 3 clusters Score -578838.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -578856.687500 Penalty: 4171.276367
	Iteration 60F: 3 clusters Score -578856.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -578883.875000 Penalty: 4171.276367
	Iteration 61Q: 3 clusters Score -578883.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -578917.062500 Penalty: 4171.276367
	Iteration 62Q: 3 clusters Score -578917.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -578945.062500 Penalty: 4171.276367
	Iteration 63Q: 3 clusters Score -578945.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -578971.812500 Penalty: 4171.276367
	Iteration 64Q: 3 clusters Score -578971.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -579012.500000 Penalty: 4171.276367
	Iteration 65Q: 3 clusters Score -579012.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -579051.625000 Penalty: 4171.276367
	Iteration 66Q: 3 clusters Score -579051.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -579098.812500 Penalty: 4171.276367
	Iteration 67Q: 3 clusters Score -579098.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -579154.562500 Penalty: 4171.276367
	Iteration 68Q: 3 clusters Score -579154.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -579216.687500 Penalty: 4171.276367
	Iteration 69Q: 3 clusters Score -579216.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -579289.437500 Penalty: 4171.276367
	Iteration 70Q: 3 clusters Score -579289.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -579352.000000 Penalty: 4171.276367
	Iteration 71Q: 3 clusters Score -579352 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -579398.687500 Penalty: 4171.276367
	Iteration 72Q: 3 clusters Score -579398.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -579423.437500 Penalty: 4171.276367
	Iteration 73Q: 3 clusters Score -579423.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -579433.375000 Penalty: 4171.276367
	Iteration 74Q: 3 clusters Score -579433.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -579444.687500 Penalty: 4171.276367
	Iteration 75Q: 3 clusters Score -579444.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -579453.187500 Penalty: 4171.276367
	Iteration 76Q: 3 clusters Score -579453.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -579456.437500 Penalty: 4171.276367
	Iteration 77Q: 3 clusters Score -579456.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -579459.437500 Penalty: 4171.276367
	Iteration 78Q: 3 clusters Score -579459.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -579461.062500 Penalty: 4171.276367
	Iteration 79Q: 3 clusters Score -579461.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -579464.062500 Penalty: 4171.276367
	Iteration 80F: 3 clusters Score -579464.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -579468.562500 Penalty: 4171.276367
	Iteration 81Q: 3 clusters Score -579468.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -579469.000000 Penalty: 4171.276367
	Iteration 82Q: 3 clusters Score -579469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -579469.125000 Penalty: 4171.276367
	Iteration 83Q: 3 clusters Score -579469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -579470.187500 Penalty: 4171.276367
	Iteration 84Q: 3 clusters Score -579470.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -579470.187500 Penalty: 4171.276367
	Iteration 85F: 3 clusters Score -579470.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Entering Unmasked Estep 
Score: -1290168.625000 Penalty: 2298.708740
	Iteration 0F: 2 clusters Score -1290169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1282107.375000 Penalty: 4597.417480
	Iteration 0F: 3 clusters Score -1282107 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1284675.125000 Penalty: 4597.417480
	Iteration 1F: 3 clusters Score -1284675 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1285098.500000 Penalty: 4597.417480
	Iteration 2F: 3 clusters Score -1285098 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1285474.750000 Penalty: 4597.417480
	Iteration 3F: 3 clusters Score -1285475 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1285838.375000 Penalty: 4597.417480
	Iteration 4F: 3 clusters Score -1285838 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1286205.125000 Penalty: 4597.417480
	Iteration 5F: 3 clusters Score -1286205 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1286607.750000 Penalty: 4597.417480
	Iteration 6F: 3 clusters Score -1286608 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1287036.375000 Penalty: 4597.417480
	Iteration 7Q: 3 clusters Score -1287036 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1287517.250000 Penalty: 4597.417480
	Iteration 8Q: 3 clusters Score -1287517 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1287945.125000 Penalty: 4597.417480
	Iteration 9Q: 3 clusters Score -1287945 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1288269.125000 Penalty: 4597.417480
	Iteration 10Q: 3 clusters Score -1288269 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1288486.125000 Penalty: 4597.417480
	Iteration 11Q: 3 clusters Score -1288486 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1288651.875000 Penalty: 4597.417480
	Iteration 12Q: 3 clusters Score -1288652 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1288765.375000 Penalty: 4597.417480
	Iteration 13Q: 3 clusters Score -1288765 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1288842.125000 Penalty: 4597.417480
	Iteration 14Q: 3 clusters Score -1288842 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1288922.125000 Penalty: 4597.417480
	Iteration 15Q: 3 clusters Score -1288922 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1288996.750000 Penalty: 4597.417480
	Iteration 16Q: 3 clusters Score -1288997 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1289044.875000 Penalty: 4597.417480
	Iteration 17Q: 3 clusters Score -1289045 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1289081.250000 Penalty: 4597.417480
	Iteration 18Q: 3 clusters Score -1289081 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1289099.875000 Penalty: 4597.417480
	Iteration 19Q: 3 clusters Score -1289100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1289121.125000 Penalty: 4597.417480
	Iteration 20F: 3 clusters Score -1289121 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1289129.250000 Penalty: 4597.417480
	Iteration 21Q: 3 clusters Score -1289129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1289135.375000 Penalty: 4597.417480
	Iteration 22Q: 3 clusters Score -1289135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1289143.875000 Penalty: 4597.417480
	Iteration 23Q: 3 clusters Score -1289144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1289150.625000 Penalty: 4597.417480
	Iteration 24Q: 3 clusters Score -1289151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1289154.875000 Penalty: 4597.417480
	Iteration 25Q: 3 clusters Score -1289155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1289158.000000 Penalty: 4597.417480
	Iteration 26Q: 3 clusters Score -1289158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1289166.125000 Penalty: 4597.417480
	Iteration 27Q: 3 clusters Score -1289166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1289167.625000 Penalty: 4597.417480
	Iteration 28Q: 3 clusters Score -1289168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1289171.375000 Penalty: 4597.417480
	Iteration 29Q: 3 clusters Score -1289171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1289171.500000 Penalty: 4597.417480
	Iteration 30Q: 3 clusters Score -1289172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1289173.375000 Penalty: 4597.417480
	Iteration 31Q: 3 clusters Score -1289173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1289175.875000 Penalty: 4597.417480
	Iteration 32Q: 3 clusters Score -1289176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1289176.875000 Penalty: 4597.417480
	Iteration 33Q: 3 clusters Score -1289177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1289178.125000 Penalty: 4597.417480
	Iteration 34Q: 3 clusters Score -1289178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1289178.750000 Penalty: 4597.417480
	Iteration 35Q: 3 clusters Score -1289179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1289178.250000 Penalty: 4597.417480
	Iteration 36Q: 3 clusters Score -1289178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1289176.875000 Penalty: 4597.417480
	Iteration 37Q: 3 clusters Score -1289177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1289177.125000 Penalty: 4597.417480
	Iteration 38Q: 3 clusters Score -1289177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1289177.875000 Penalty: 4597.417480
	Iteration 39Q: 3 clusters Score -1289178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1289177.500000 Penalty: 4597.417480
	Iteration 40F: 3 clusters Score -1289178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Entering Unmasked Estep 
Score: -3164295.750000 Penalty: 2512.315430
	Iteration 0F: 2 clusters Score -3164296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3146939.750000 Penalty: 5024.630859
	Iteration 0F: 3 clusters Score -3146940 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3153029.750000 Penalty: 5024.630859
	Iteration 1F: 3 clusters Score -3153030 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -3153574.500000 Penalty: 5024.630859
	Iteration 2F: 3 clusters Score -3153574 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3154262.000000 Penalty: 5024.630859
	Iteration 3F: 3 clusters Score -3154262 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3155311.250000 Penalty: 5024.630859
	Iteration 4F: 3 clusters Score -3155311 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -3156933.250000 Penalty: 5024.630859
	Iteration 5F: 3 clusters Score -3156933 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -3158809.750000 Penalty: 5024.630859
	Iteration 6F: 3 clusters Score -3158810 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3160658.250000 Penalty: 5024.630859
	Iteration 7F: 3 clusters Score -3160658 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -3162078.250000 Penalty: 5024.630859
	Iteration 8F: 3 clusters Score -3162078 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3163043.750000 Penalty: 5024.630859
	Iteration 9Q: 3 clusters Score -3163044 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3163569.750000 Penalty: 5024.630859
	Iteration 10Q: 3 clusters Score -3163570 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3163841.000000 Penalty: 5024.630859
	Iteration 11Q: 3 clusters Score -3163841 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3163918.500000 Penalty: 5024.630859
	Iteration 12Q: 3 clusters Score -3163918 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3163968.750000 Penalty: 5024.630859
	Iteration 13Q: 3 clusters Score -3163969 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3163997.500000 Penalty: 5024.630859
	Iteration 14Q: 3 clusters Score -3163998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3164013.250000 Penalty: 5024.630859
	Iteration 15Q: 3 clusters Score -3164013 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3164021.000000 Penalty: 5024.630859
	Iteration 16Q: 3 clusters Score -3164021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3164032.750000 Penalty: 5024.630859
	Iteration 17Q: 3 clusters Score -3164033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3164039.000000 Penalty: 5024.630859
	Iteration 18Q: 3 clusters Score -3164039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3164044.750000 Penalty: 5024.630859
	Iteration 19Q: 3 clusters Score -3164045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3164045.750000 Penalty: 5024.630859
	Iteration 20F: 3 clusters Score -3164046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3164056.750000 Penalty: 5024.630859
	Iteration 21Q: 3 clusters Score -3164057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3164063.000000 Penalty: 5024.630859
	Iteration 22Q: 3 clusters Score -3164063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3164069.250000 Penalty: 5024.630859
	Iteration 23Q: 3 clusters Score -3164069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3164079.000000 Penalty: 5024.630859
	Iteration 24Q: 3 clusters Score -3164079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3164076.750000 Penalty: 5024.630859
	Iteration 25Q: 3 clusters Score -3164077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3164075.000000 Penalty: 5024.630859
	Iteration 26Q: 3 clusters Score -3164075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3164080.000000 Penalty: 5024.630859
	Iteration 27Q: 3 clusters Score -3164080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3164084.000000 Penalty: 5024.630859
	Iteration 28Q: 3 clusters Score -3164084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3164085.500000 Penalty: 5024.630859
	Iteration 29Q: 3 clusters Score -3164086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3164086.750000 Penalty: 5024.630859
	Iteration 30Q: 3 clusters Score -3164087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3164085.500000 Penalty: 5024.630859
	Iteration 31Q: 3 clusters Score -3164086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3164085.500000 Penalty: 5024.630859
	Iteration 32F: 3 clusters Score -3164086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Entering Unmasked Estep 
Score: -968907.437500 Penalty: 2247.336426
	Iteration 0F: 2 clusters Score -968907.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -962124.312500 Penalty: 4494.672852
	Iteration 0F: 3 clusters Score -962124.3 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -964326.375000 Penalty: 4494.672852
	Iteration 1F: 3 clusters Score -964326.4 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -964996.625000 Penalty: 4494.672852
	Iteration 2F: 3 clusters Score -964996.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -965681.500000 Penalty: 4494.672852
	Iteration 3F: 3 clusters Score -965681.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -966430.062500 Penalty: 4494.672852
	Iteration 4F: 3 clusters Score -966430.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -967077.750000 Penalty: 4494.672852
	Iteration 5F: 3 clusters Score -967077.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -967614.062500 Penalty: 4494.672852
	Iteration 6F: 3 clusters Score -967614.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -968037.312500 Penalty: 4494.672852
	Iteration 7Q: 3 clusters Score -968037.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -968263.437500 Penalty: 4494.672852
	Iteration 8Q: 3 clusters Score -968263.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -968410.750000 Penalty: 4494.672852
	Iteration 9Q: 3 clusters Score -968410.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -968517.437500 Penalty: 4494.672852
	Iteration 10Q: 3 clusters Score -968517.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -968589.312500 Penalty: 4494.672852
	Iteration 11Q: 3 clusters Score -968589.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -968640.187500 Penalty: 4494.672852
	Iteration 12Q: 3 clusters Score -968640.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -968702.375000 Penalty: 4494.672852
	Iteration 13Q: 3 clusters Score -968702.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -968749.750000 Penalty: 4494.672852
	Iteration 14Q: 3 clusters Score -968749.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -968795.000000 Penalty: 4494.672852
	Iteration 15Q: 3 clusters Score -968795 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -968824.625000 Penalty: 4494.672852
	Iteration 16Q: 3 clusters Score -968824.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -968848.937500 Penalty: 4494.672852
	Iteration 17Q: 3 clusters Score -968848.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -968882.687500 Penalty: 4494.672852
	Iteration 18Q: 3 clusters Score -968882.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -968915.437500 Penalty: 4494.672852
	Iteration 19Q: 3 clusters Score -968915.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -968957.437500 Penalty: 4494.672852
	Iteration 20F: 3 clusters Score -968957.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -969003.375000 Penalty: 4494.672852
	Iteration 21Q: 3 clusters Score -969003.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -969061.125000 Penalty: 4494.672852
	Iteration 22Q: 3 clusters Score -969061.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -969135.500000 Penalty: 4494.672852
	Iteration 23Q: 3 clusters Score -969135.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -969212.062500 Penalty: 4494.672852
	Iteration 24Q: 3 clusters Score -969212.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -969295.062500 Penalty: 4494.672852
	Iteration 25Q: 3 clusters Score -969295.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -969366.250000 Penalty: 4494.672852
	Iteration 26Q: 3 clusters Score -969366.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -969424.125000 Penalty: 4494.672852
	Iteration 27Q: 3 clusters Score -969424.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -969464.812500 Penalty: 4494.672852
	Iteration 28Q: 3 clusters Score -969464.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -969489.437500 Penalty: 4494.672852
	Iteration 29Q: 3 clusters Score -969489.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -969500.437500 Penalty: 4494.672852
	Iteration 30Q: 3 clusters Score -969500.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -969508.625000 Penalty: 4494.672852
	Iteration 31Q: 3 clusters Score -969508.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -969510.812500 Penalty: 4494.672852
	Iteration 32Q: 3 clusters Score -969510.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -969513.625000 Penalty: 4494.672852
	Iteration 33Q: 3 clusters Score -969513.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -969514.250000 Penalty: 4494.672852
	Iteration 34Q: 3 clusters Score -969514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -969518.562500 Penalty: 4494.672852
	Iteration 35Q: 3 clusters Score -969518.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -969523.812500 Penalty: 4494.672852
	Iteration 36Q: 3 clusters Score -969523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -969524.375000 Penalty: 4494.672852
	Iteration 37Q: 3 clusters Score -969524.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -969524.562500 Penalty: 4494.672852
	Iteration 38Q: 3 clusters Score -969524.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -969526.125000 Penalty: 4494.672852
	Iteration 39Q: 3 clusters Score -969526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -969524.750000 Penalty: 4494.672852
	Iteration 40F: 3 clusters Score -969524.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -969526.562500 Penalty: 4494.672852
	Iteration 41Q: 3 clusters Score -969526.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -969527.375000 Penalty: 4494.672852
	Iteration 42Q: 3 clusters Score -969527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -969525.937500 Penalty: 4494.672852
	Iteration 43Q: 3 clusters Score -969525.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -969525.937500 Penalty: 4494.672852
	Iteration 44F: 3 clusters Score -969525.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 103363 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10604 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 48510 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 13170 members 
Mstep: Class 12 contains 10423 members 
Mstep: Class 13 contains 15408 members 
Mstep: Class 14 contains 181670 members 
Mstep: Class 15 contains 9257 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89260 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70872 members 
Mstep: Class 21 contains 36076 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11491 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 47911 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92812 members 
Mstep: Class 28 contains 5449 members 
Mstep: Class 29 contains 19327 members 
Mstep: Class 30 contains 20665 members 
Mstep: Class 31 contains 170789 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18705 members 
Mstep: Class 35 contains 8699 members 
Mstep: Class 36 contains 8623 members 
Mstep: Class 37 contains 4215 members 
Mstep: Class 38 contains 494 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 6879 members 
Entering Unmasked Estep 
Score: -150944192.000000 Penalty: 142442.046875
Splitting cluster 7 changes total score from -150944976.000000 to -150944192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (48510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Entering Unmasked Estep 
Score: -6252604.500000 Penalty: 2675.802246
	Iteration 0F: 2 clusters Score -6252604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -6219873.000000 Penalty: 5351.604492
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Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6232474 nChanged 2008
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Mstep: Class 1 contains 24264 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6233766 nChanged 2022
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Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6234532 nChanged 2190
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Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -6235470 nChanged 2342
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Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -6236562 nChanged 2412
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Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -6237737 nChanged 2525
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Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6239118 nChanged 2626
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Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -6242576 nChanged 2524
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Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -6244372 nChanged 2098
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Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6245616 nChanged 1537
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Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6246359 nChanged 1160
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Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6246882 nChanged 976
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Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6247316 nChanged 895
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Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6247734 nChanged 834
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6248154 nChanged 831
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Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6248576 nChanged 790
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Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6249028 nChanged 777
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Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6249477 nChanged 711
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Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6249868 nChanged 633
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Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6250212 nChanged 560
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Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6250469 nChanged 442
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Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6250646 nChanged 380
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Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6250783 nChanged 347
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Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6250884 nChanged 322
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Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6251013 nChanged 295
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Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6251077 nChanged 239
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Mstep: Class 1 contains 37069 members 
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6251098 nChanged 212
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Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6251156 nChanged 192
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Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6251156 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6251190 nChanged 150
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Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6251200 nChanged 130
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Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6251220 nChanged 130
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6251228 nChanged 137
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Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6251242 nChanged 120
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6251270 nChanged 115
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Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6251270 nChanged 103
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Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6251296 nChanged 114
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Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6251326 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6251339 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6251346 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6251356 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6251368 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6251348 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6251354 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6251372 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6251395 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6251407 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6251408 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6251410 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6251403 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6251433 nChanged 37
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Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6251408 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6251400 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -6251402.500000 Penalty: 5351.604492
	Iteration 56Q: 3 clusters Score -6251402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -6251405.000000 Penalty: 5351.604492
	Iteration 57Q: 3 clusters Score -6251405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -6251413.500000 Penalty: 5351.604492
	Iteration 58Q: 3 clusters Score -6251414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -6251404.500000 Penalty: 5351.604492
	Iteration 59Q: 3 clusters Score -6251404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -6251403.500000 Penalty: 5351.604492
	Iteration 60F: 3 clusters Score -6251404 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6251410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -6251411.500000 Penalty: 5351.604492
	Iteration 62Q: 3 clusters Score -6251412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6251412 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6251403 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6251406 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6251407 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -6251409.500000 Penalty: 5351.604492
	Iteration 67Q: 3 clusters Score -6251410 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6251405 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -6251401.500000 Penalty: 5351.604492
	Iteration 69Q: 3 clusters Score -6251402 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6251406 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -6251421.500000 Penalty: 5351.604492
	Iteration 71Q: 3 clusters Score -6251422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -6251429.500000 Penalty: 5351.604492
	Iteration 72Q: 3 clusters Score -6251430 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -6251428.000000 Penalty: 5351.604492
	Iteration 73Q: 3 clusters Score -6251428 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -6251427.500000 Penalty: 5351.604492
	Iteration 74Q: 3 clusters Score -6251428 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -6251424.000000 Penalty: 5351.604492
	Iteration 75Q: 3 clusters Score -6251424 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -6251437.000000 Penalty: 5351.604492
	Iteration 76Q: 3 clusters Score -6251437 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6251429 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6251428 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -6251435.000000 Penalty: 5351.604492
	Iteration 79Q: 3 clusters Score -6251435 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -6251439.000000 Penalty: 5351.604492
	Iteration 80F: 3 clusters Score -6251439 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6251430 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6251430 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -6251421.500000 Penalty: 5351.604492
	Iteration 83Q: 3 clusters Score -6251422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -6251422.500000 Penalty: 5351.604492
	Iteration 84Q: 3 clusters Score -6251422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -6251420.000000 Penalty: 5351.604492
	Iteration 85Q: 3 clusters Score -6251420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -6251418.500000 Penalty: 5351.604492
	Iteration 86Q: 3 clusters Score -6251418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -6251416.500000 Penalty: 5351.604492
	Iteration 87Q: 3 clusters Score -6251416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -6251419.000000 Penalty: 5351.604492
	Iteration 88Q: 3 clusters Score -6251419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -6251418.500000 Penalty: 5351.604492
	Iteration 89Q: 3 clusters Score -6251418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -6251421.500000 Penalty: 5351.604492
	Iteration 90Q: 3 clusters Score -6251422 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -6251421.500000 Penalty: 5351.604492
	Iteration 91F: 3 clusters Score -6251422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -27969.763672 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -27969.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26934.710938 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -26934.71 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27628.687500 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -27628.69 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28204.900391 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -28204.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28442.283203 Penalty: 2922.255371
	Iteration 3F: 3 clusters Score -28442.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28519.876953 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -28519.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28525.521484 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -28525.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28542.697266 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -28542.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28570.314453 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -28570.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28615.988281 Penalty: 2922.255371
	Iteration 8Q: 3 clusters Score -28615.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28634.882812 Penalty: 2922.255371
	Iteration 9Q: 3 clusters Score -28634.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28641.472656 Penalty: 2922.255371
	Iteration 10Q: 3 clusters Score -28641.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28649.765625 Penalty: 2922.255371
	Iteration 11F: 3 clusters Score -28649.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28693.269531 Penalty: 2922.255371
	Iteration 12Q: 3 clusters Score -28693.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28727.414062 Penalty: 2922.255371
	Iteration 13Q: 3 clusters Score -28727.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28727.414062 Penalty: 2922.255371
	Iteration 14F: 3 clusters Score -28727.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 103363 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10604 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8620 members 
Mstep: Class 8 contains 48510 members 
Mstep: Class 9 contains 108 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 13170 members 
Mstep: Class 12 contains 10423 members 
Mstep: Class 13 contains 15408 members 
Mstep: Class 14 contains 181670 members 
Mstep: Class 15 contains 9257 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89260 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70872 members 
Mstep: Class 21 contains 36076 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11491 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 47911 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92812 members 
Mstep: Class 28 contains 5449 members 
Mstep: Class 29 contains 19327 members 
Mstep: Class 30 contains 20665 members 
Mstep: Class 31 contains 170789 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18705 members 
Mstep: Class 35 contains 8699 members 
Mstep: Class 36 contains 8623 members 
Mstep: Class 37 contains 4215 members 
Mstep: Class 38 contains 494 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 254 members 
Entering Unmasked Estep 
Score: -150943728.000000 Penalty: 142442.046875
Splitting cluster 9 changes total score from -150944976.000000 to -150943728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (23188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Entering Unmasked Estep 
Score: -2811647.750000 Penalty: 2492.744629
	Iteration 0F: 2 clusters Score -2811648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2795554.750000 Penalty: 4985.489258
	Iteration 0F: 3 clusters Score -2795555 nChanged 10297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2801216.250000 Penalty: 4985.489258
	Iteration 1F: 3 clusters Score -2801216 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2801943.500000 Penalty: 4985.489258
	Iteration 2F: 3 clusters Score -2801944 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2802777.750000 Penalty: 4985.489258
	Iteration 3F: 3 clusters Score -2802778 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2803746.000000 Penalty: 4985.489258
	Iteration 4F: 3 clusters Score -2803746 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2804664.750000 Penalty: 4985.489258
	Iteration 5F: 3 clusters Score -2804665 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2805566.500000 Penalty: 4985.489258
	Iteration 6F: 3 clusters Score -2805566 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2806341.000000 Penalty: 4985.489258
	Iteration 7F: 3 clusters Score -2806341 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2806928.000000 Penalty: 4985.489258
	Iteration 8Q: 3 clusters Score -2806928 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2807276.250000 Penalty: 4985.489258
	Iteration 9Q: 3 clusters Score -2807276 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2807565.500000 Penalty: 4985.489258
	Iteration 10Q: 3 clusters Score -2807566 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2807790.500000 Penalty: 4985.489258
	Iteration 11Q: 3 clusters Score -2807790 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2807973.500000 Penalty: 4985.489258
	Iteration 12Q: 3 clusters Score -2807974 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2808121.500000 Penalty: 4985.489258
	Iteration 13Q: 3 clusters Score -2808122 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2808246.000000 Penalty: 4985.489258
	Iteration 14Q: 3 clusters Score -2808246 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2808371.000000 Penalty: 4985.489258
	Iteration 15Q: 3 clusters Score -2808371 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2808460.750000 Penalty: 4985.489258
	Iteration 16Q: 3 clusters Score -2808461 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2808548.750000 Penalty: 4985.489258
	Iteration 17Q: 3 clusters Score -2808549 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2808636.500000 Penalty: 4985.489258
	Iteration 18Q: 3 clusters Score -2808636 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2808717.750000 Penalty: 4985.489258
	Iteration 19Q: 3 clusters Score -2808718 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2808758.500000 Penalty: 4985.489258
	Iteration 20F: 3 clusters Score -2808758 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2808798.000000 Penalty: 4985.489258
	Iteration 21Q: 3 clusters Score -2808798 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2808827.500000 Penalty: 4985.489258
	Iteration 22Q: 3 clusters Score -2808828 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2808853.750000 Penalty: 4985.489258
	Iteration 23Q: 3 clusters Score -2808854 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2808876.250000 Penalty: 4985.489258
	Iteration 24Q: 3 clusters Score -2808876 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2808900.500000 Penalty: 4985.489258
	Iteration 25Q: 3 clusters Score -2808900 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2808921.250000 Penalty: 4985.489258
	Iteration 26Q: 3 clusters Score -2808921 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2808934.750000 Penalty: 4985.489258
	Iteration 27Q: 3 clusters Score -2808935 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2808937.750000 Penalty: 4985.489258
	Iteration 28Q: 3 clusters Score -2808938 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2808956.000000 Penalty: 4985.489258
	Iteration 29Q: 3 clusters Score -2808956 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2808959.500000 Penalty: 4985.489258
	Iteration 30Q: 3 clusters Score -2808960 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2808966.250000 Penalty: 4985.489258
	Iteration 31Q: 3 clusters Score -2808966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2808976.000000 Penalty: 4985.489258
	Iteration 32Q: 3 clusters Score -2808976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2808976.500000 Penalty: 4985.489258
	Iteration 33Q: 3 clusters Score -2808976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2808981.500000 Penalty: 4985.489258
	Iteration 34Q: 3 clusters Score -2808982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2808992.250000 Penalty: 4985.489258
	Iteration 35Q: 3 clusters Score -2808992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2808987.750000 Penalty: 4985.489258
	Iteration 36Q: 3 clusters Score -2808988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2808991.500000 Penalty: 4985.489258
	Iteration 37Q: 3 clusters Score -2808992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2808992.000000 Penalty: 4985.489258
	Iteration 38Q: 3 clusters Score -2808992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2808998.000000 Penalty: 4985.489258
	Iteration 39Q: 3 clusters Score -2808998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2809006.500000 Penalty: 4985.489258
	Iteration 40F: 3 clusters Score -2809006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2809010.500000 Penalty: 4985.489258
	Iteration 41Q: 3 clusters Score -2809010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2809011.000000 Penalty: 4985.489258
	Iteration 42Q: 3 clusters Score -2809011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2809015.250000 Penalty: 4985.489258
	Iteration 43Q: 3 clusters Score -2809015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2809025.750000 Penalty: 4985.489258
	Iteration 44Q: 3 clusters Score -2809026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2809020.500000 Penalty: 4985.489258
	Iteration 45Q: 3 clusters Score -2809020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2809039.750000 Penalty: 4985.489258
	Iteration 46Q: 3 clusters Score -2809040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2809041.750000 Penalty: 4985.489258
	Iteration 47Q: 3 clusters Score -2809042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2809046.750000 Penalty: 4985.489258
	Iteration 48Q: 3 clusters Score -2809047 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2809050.750000 Penalty: 4985.489258
	Iteration 49Q: 3 clusters Score -2809051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2809050.250000 Penalty: 4985.489258
	Iteration 50Q: 3 clusters Score -2809050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2809058.750000 Penalty: 4985.489258
	Iteration 51Q: 3 clusters Score -2809059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2809058.250000 Penalty: 4985.489258
	Iteration 52Q: 3 clusters Score -2809058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2809065.250000 Penalty: 4985.489258
	Iteration 53Q: 3 clusters Score -2809065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2809073.250000 Penalty: 4985.489258
	Iteration 54Q: 3 clusters Score -2809073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2809071.750000 Penalty: 4985.489258
	Iteration 55Q: 3 clusters Score -2809072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2809078.000000 Penalty: 4985.489258
	Iteration 56Q: 3 clusters Score -2809078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2809079.500000 Penalty: 4985.489258
	Iteration 57Q: 3 clusters Score -2809080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2809084.500000 Penalty: 4985.489258
	Iteration 58Q: 3 clusters Score -2809084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2809084.500000 Penalty: 4985.489258
	Iteration 59Q: 3 clusters Score -2809084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2809087.750000 Penalty: 4985.489258
	Iteration 60F: 3 clusters Score -2809088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2809090.750000 Penalty: 4985.489258
	Iteration 61Q: 3 clusters Score -2809091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2809090.250000 Penalty: 4985.489258
	Iteration 62Q: 3 clusters Score -2809090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2809086.250000 Penalty: 4985.489258
	Iteration 63Q: 3 clusters Score -2809086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2809099.500000 Penalty: 4985.489258
	Iteration 64Q: 3 clusters Score -2809100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2809097.250000 Penalty: 4985.489258
	Iteration 65Q: 3 clusters Score -2809097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2809104.750000 Penalty: 4985.489258
	Iteration 66Q: 3 clusters Score -2809105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2809114.500000 Penalty: 4985.489258
	Iteration 67Q: 3 clusters Score -2809114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2809111.500000 Penalty: 4985.489258
	Iteration 68Q: 3 clusters Score -2809112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2809117.500000 Penalty: 4985.489258
	Iteration 69Q: 3 clusters Score -2809118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2809118.000000 Penalty: 4985.489258
	Iteration 70Q: 3 clusters Score -2809118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2809123.500000 Penalty: 4985.489258
	Iteration 71Q: 3 clusters Score -2809124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2809120.500000 Penalty: 4985.489258
	Iteration 72Q: 3 clusters Score -2809120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2809125.000000 Penalty: 4985.489258
	Iteration 73Q: 3 clusters Score -2809125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2809125.750000 Penalty: 4985.489258
	Iteration 74Q: 3 clusters Score -2809126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2809124.750000 Penalty: 4985.489258
	Iteration 75Q: 3 clusters Score -2809125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2809125.500000 Penalty: 4985.489258
	Iteration 76Q: 3 clusters Score -2809126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2809122.250000 Penalty: 4985.489258
	Iteration 77Q: 3 clusters Score -2809122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2809122.000000 Penalty: 4985.489258
	Iteration 78Q: 3 clusters Score -2809122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2809125.750000 Penalty: 4985.489258
	Iteration 79Q: 3 clusters Score -2809126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2809126.250000 Penalty: 4985.489258
	Iteration 80F: 3 clusters Score -2809126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2809127.500000 Penalty: 4985.489258
	Iteration 81Q: 3 clusters Score -2809128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2809126.250000 Penalty: 4985.489258
	Iteration 82Q: 3 clusters Score -2809126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2809130.500000 Penalty: 4985.489258
	Iteration 83Q: 3 clusters Score -2809130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2809130.250000 Penalty: 4985.489258
	Iteration 84Q: 3 clusters Score -2809130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2809127.750000 Penalty: 4985.489258
	Iteration 85Q: 3 clusters Score -2809128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2809130.250000 Penalty: 4985.489258
	Iteration 86Q: 3 clusters Score -2809130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2809128.000000 Penalty: 4985.489258
	Iteration 87Q: 3 clusters Score -2809128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2809126.250000 Penalty: 4985.489258
	Iteration 88Q: 3 clusters Score -2809126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2809125.500000 Penalty: 4985.489258
	Iteration 89Q: 3 clusters Score -2809126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2809127.000000 Penalty: 4985.489258
	Iteration 90Q: 3 clusters Score -2809127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2809128.000000 Penalty: 4985.489258
	Iteration 91Q: 3 clusters Score -2809128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2809124.750000 Penalty: 4985.489258
	Iteration 92Q: 3 clusters Score -2809125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2809126.000000 Penalty: 4985.489258
	Iteration 93Q: 3 clusters Score -2809126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2809125.750000 Penalty: 4985.489258
	Iteration 94Q: 3 clusters Score -2809126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2809124.250000 Penalty: 4985.489258
	Iteration 95Q: 3 clusters Score -2809124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2809123.750000 Penalty: 4985.489258
	Iteration 96Q: 3 clusters Score -2809124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2809125.750000 Penalty: 4985.489258
	Iteration 97Q: 3 clusters Score -2809126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2809127.500000 Penalty: 4985.489258
	Iteration 98Q: 3 clusters Score -2809128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2809127.500000 Penalty: 4985.489258
	Iteration 99F: 3 clusters Score -2809128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Entering Unmasked Estep 
Score: -1664745.625000 Penalty: 2352.452881
	Iteration 0F: 2 clusters Score -1664746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1655132.750000 Penalty: 4704.905762
	Iteration 0F: 3 clusters Score -1655133 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1658023.875000 Penalty: 4704.905762
	Iteration 1F: 3 clusters Score -1658024 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1658384.125000 Penalty: 4704.905762
	Iteration 2F: 3 clusters Score -1658384 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1658718.000000 Penalty: 4704.905762
	Iteration 3F: 3 clusters Score -1658718 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1659052.875000 Penalty: 4704.905762
	Iteration 4Q: 3 clusters Score -1659053 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1659450.750000 Penalty: 4704.905762
	Iteration 5F: 3 clusters Score -1659451 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1659896.000000 Penalty: 4704.905762
	Iteration 6F: 3 clusters Score -1659896 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1660425.000000 Penalty: 4704.905762
	Iteration 7F: 3 clusters Score -1660425 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1660937.000000 Penalty: 4704.905762
	Iteration 8F: 3 clusters Score -1660937 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1661358.375000 Penalty: 4704.905762
	Iteration 9F: 3 clusters Score -1661358 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1661665.500000 Penalty: 4704.905762
	Iteration 10Q: 3 clusters Score -1661666 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1661869.375000 Penalty: 4704.905762
	Iteration 11Q: 3 clusters Score -1661869 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1661990.000000 Penalty: 4704.905762
	Iteration 12Q: 3 clusters Score -1661990 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1662080.125000 Penalty: 4704.905762
	Iteration 13Q: 3 clusters Score -1662080 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1662137.250000 Penalty: 4704.905762
	Iteration 14Q: 3 clusters Score -1662137 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1662180.875000 Penalty: 4704.905762
	Iteration 15Q: 3 clusters Score -1662181 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1662206.000000 Penalty: 4704.905762
	Iteration 16Q: 3 clusters Score -1662206 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1662219.125000 Penalty: 4704.905762
	Iteration 17Q: 3 clusters Score -1662219 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1662234.250000 Penalty: 4704.905762
	Iteration 18Q: 3 clusters Score -1662234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1662240.875000 Penalty: 4704.905762
	Iteration 19Q: 3 clusters Score -1662241 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1662245.000000 Penalty: 4704.905762
	Iteration 20F: 3 clusters Score -1662245 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1662251.750000 Penalty: 4704.905762
	Iteration 21Q: 3 clusters Score -1662252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1662261.000000 Penalty: 4704.905762
	Iteration 22Q: 3 clusters Score -1662261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1662259.875000 Penalty: 4704.905762
	Iteration 23Q: 3 clusters Score -1662260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1662260.625000 Penalty: 4704.905762
	Iteration 24Q: 3 clusters Score -1662261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1662262.750000 Penalty: 4704.905762
	Iteration 25Q: 3 clusters Score -1662263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1662262.750000 Penalty: 4704.905762
	Iteration 26Q: 3 clusters Score -1662263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1662263.750000 Penalty: 4704.905762
	Iteration 27Q: 3 clusters Score -1662264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1662265.750000 Penalty: 4704.905762
	Iteration 28Q: 3 clusters Score -1662266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1662266.875000 Penalty: 4704.905762
	Iteration 29Q: 3 clusters Score -1662267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1662265.000000 Penalty: 4704.905762
	Iteration 30Q: 3 clusters Score -1662265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1662264.625000 Penalty: 4704.905762
	Iteration 31Q: 3 clusters Score -1662265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1662263.125000 Penalty: 4704.905762
	Iteration 32Q: 3 clusters Score -1662263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1662266.375000 Penalty: 4704.905762
	Iteration 33Q: 3 clusters Score -1662266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1662268.500000 Penalty: 4704.905762
	Iteration 34Q: 3 clusters Score -1662268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1662270.625000 Penalty: 4704.905762
	Iteration 35Q: 3 clusters Score -1662271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1662270.375000 Penalty: 4704.905762
	Iteration 36Q: 3 clusters Score -1662270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1662269.375000 Penalty: 4704.905762
	Iteration 37Q: 3 clusters Score -1662269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1662273.625000 Penalty: 4704.905762
	Iteration 38Q: 3 clusters Score -1662274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1662274.375000 Penalty: 4704.905762
	Iteration 39Q: 3 clusters Score -1662274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1662275.750000 Penalty: 4704.905762
	Iteration 40F: 3 clusters Score -1662276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1662275.625000 Penalty: 4704.905762
	Iteration 41Q: 3 clusters Score -1662276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1662271.125000 Penalty: 4704.905762
	Iteration 42Q: 3 clusters Score -1662271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1662274.625000 Penalty: 4704.905762
	Iteration 43Q: 3 clusters Score -1662275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1662274.500000 Penalty: 4704.905762
	Iteration 44Q: 3 clusters Score -1662274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1662272.375000 Penalty: 4704.905762
	Iteration 45Q: 3 clusters Score -1662272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1662277.375000 Penalty: 4704.905762
	Iteration 46Q: 3 clusters Score -1662277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1662286.500000 Penalty: 4704.905762
	Iteration 47Q: 3 clusters Score -1662286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1662290.750000 Penalty: 4704.905762
	Iteration 48Q: 3 clusters Score -1662291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1662296.750000 Penalty: 4704.905762
	Iteration 49Q: 3 clusters Score -1662297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1662292.875000 Penalty: 4704.905762
	Iteration 50Q: 3 clusters Score -1662293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1662295.875000 Penalty: 4704.905762
	Iteration 51Q: 3 clusters Score -1662296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1662299.750000 Penalty: 4704.905762
	Iteration 52Q: 3 clusters Score -1662300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1662298.500000 Penalty: 4704.905762
	Iteration 53Q: 3 clusters Score -1662298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1662299.875000 Penalty: 4704.905762
	Iteration 54Q: 3 clusters Score -1662300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1662301.000000 Penalty: 4704.905762
	Iteration 55Q: 3 clusters Score -1662301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1662298.875000 Penalty: 4704.905762
	Iteration 56Q: 3 clusters Score -1662299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1662300.500000 Penalty: 4704.905762
	Iteration 57Q: 3 clusters Score -1662300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1662300.500000 Penalty: 4704.905762
	Iteration 58F: 3 clusters Score -1662300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Entering Unmasked Estep 
Score: -1325545.625000 Penalty: 2294.438965
	Iteration 0F: 2 clusters Score -1325546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1317603.875000 Penalty: 4588.877930
	Iteration 0F: 3 clusters Score -1317604 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1319902.375000 Penalty: 4588.877930
	Iteration 1F: 3 clusters Score -1319902 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1320177.000000 Penalty: 4588.877930
	Iteration 2F: 3 clusters Score -1320177 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1320383.000000 Penalty: 4588.877930
	Iteration 3Q: 3 clusters Score -1320383 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1320562.375000 Penalty: 4588.877930
	Iteration 4Q: 3 clusters Score -1320562 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1320724.125000 Penalty: 4588.877930
	Iteration 5Q: 3 clusters Score -1320724 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1320886.250000 Penalty: 4588.877930
	Iteration 6Q: 3 clusters Score -1320886 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1321044.250000 Penalty: 4588.877930
	Iteration 7Q: 3 clusters Score -1321044 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1321216.500000 Penalty: 4588.877930
	Iteration 8Q: 3 clusters Score -1321216 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1321391.000000 Penalty: 4588.877930
	Iteration 9Q: 3 clusters Score -1321391 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1321561.250000 Penalty: 4588.877930
	Iteration 10Q: 3 clusters Score -1321561 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1321742.875000 Penalty: 4588.877930
	Iteration 11Q: 3 clusters Score -1321743 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1321930.375000 Penalty: 4588.877930
	Iteration 12Q: 3 clusters Score -1321930 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1322128.375000 Penalty: 4588.877930
	Iteration 13Q: 3 clusters Score -1322128 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1322301.125000 Penalty: 4588.877930
	Iteration 14Q: 3 clusters Score -1322301 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1322474.750000 Penalty: 4588.877930
	Iteration 15Q: 3 clusters Score -1322475 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1322633.625000 Penalty: 4588.877930
	Iteration 16Q: 3 clusters Score -1322634 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1322781.125000 Penalty: 4588.877930
	Iteration 17Q: 3 clusters Score -1322781 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1322906.375000 Penalty: 4588.877930
	Iteration 18Q: 3 clusters Score -1322906 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1323025.375000 Penalty: 4588.877930
	Iteration 19Q: 3 clusters Score -1323025 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1323117.250000 Penalty: 4588.877930
	Iteration 20F: 3 clusters Score -1323117 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1323199.875000 Penalty: 4588.877930
	Iteration 21Q: 3 clusters Score -1323200 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1323252.625000 Penalty: 4588.877930
	Iteration 22Q: 3 clusters Score -1323253 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1323295.750000 Penalty: 4588.877930
	Iteration 23Q: 3 clusters Score -1323296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1323320.375000 Penalty: 4588.877930
	Iteration 24Q: 3 clusters Score -1323320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1323346.375000 Penalty: 4588.877930
	Iteration 25Q: 3 clusters Score -1323346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1323383.750000 Penalty: 4588.877930
	Iteration 26Q: 3 clusters Score -1323384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1323410.625000 Penalty: 4588.877930
	Iteration 27Q: 3 clusters Score -1323411 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1323433.750000 Penalty: 4588.877930
	Iteration 28Q: 3 clusters Score -1323434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1323452.125000 Penalty: 4588.877930
	Iteration 29Q: 3 clusters Score -1323452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1323470.125000 Penalty: 4588.877930
	Iteration 30Q: 3 clusters Score -1323470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1323484.875000 Penalty: 4588.877930
	Iteration 31Q: 3 clusters Score -1323485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1323498.125000 Penalty: 4588.877930
	Iteration 32Q: 3 clusters Score -1323498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1323509.375000 Penalty: 4588.877930
	Iteration 33Q: 3 clusters Score -1323509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1323517.000000 Penalty: 4588.877930
	Iteration 34Q: 3 clusters Score -1323517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1323527.375000 Penalty: 4588.877930
	Iteration 35Q: 3 clusters Score -1323527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1323535.125000 Penalty: 4588.877930
	Iteration 36Q: 3 clusters Score -1323535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1323544.875000 Penalty: 4588.877930
	Iteration 37Q: 3 clusters Score -1323545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1323553.750000 Penalty: 4588.877930
	Iteration 38Q: 3 clusters Score -1323554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1323556.250000 Penalty: 4588.877930
	Iteration 39Q: 3 clusters Score -1323556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1323557.000000 Penalty: 4588.877930
	Iteration 40F: 3 clusters Score -1323557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1323562.750000 Penalty: 4588.877930
	Iteration 41Q: 3 clusters Score -1323563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1323567.125000 Penalty: 4588.877930
	Iteration 42Q: 3 clusters Score -1323567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1323568.375000 Penalty: 4588.877930
	Iteration 43Q: 3 clusters Score -1323568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1323573.875000 Penalty: 4588.877930
	Iteration 44Q: 3 clusters Score -1323574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1323574.375000 Penalty: 4588.877930
	Iteration 45Q: 3 clusters Score -1323574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1323579.625000 Penalty: 4588.877930
	Iteration 46Q: 3 clusters Score -1323580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1323583.000000 Penalty: 4588.877930
	Iteration 47Q: 3 clusters Score -1323583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1323586.625000 Penalty: 4588.877930
	Iteration 48Q: 3 clusters Score -1323587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1323587.500000 Penalty: 4588.877930
	Iteration 49Q: 3 clusters Score -1323588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1323592.125000 Penalty: 4588.877930
	Iteration 50Q: 3 clusters Score -1323592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1323593.625000 Penalty: 4588.877930
	Iteration 51Q: 3 clusters Score -1323594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1323593.625000 Penalty: 4588.877930
	Iteration 52F: 3 clusters Score -1323594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Entering Unmasked Estep 
Score: -1883076.250000 Penalty: 2391.375244
	Iteration 0F: 2 clusters Score -1883076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1871762.125000 Penalty: 4782.750488
	Iteration 0F: 3 clusters Score -1871762 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1875667.375000 Penalty: 4782.750488
	Iteration 1F: 3 clusters Score -1875667 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1876543.375000 Penalty: 4782.750488
	Iteration 2F: 3 clusters Score -1876543 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1877596.000000 Penalty: 4782.750488
	Iteration 3F: 3 clusters Score -1877596 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1878663.375000 Penalty: 4782.750488
	Iteration 4F: 3 clusters Score -1878663 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1879574.250000 Penalty: 4782.750488
	Iteration 5F: 3 clusters Score -1879574 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1880317.125000 Penalty: 4782.750488
	Iteration 6F: 3 clusters Score -1880317 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1880895.250000 Penalty: 4782.750488
	Iteration 7F: 3 clusters Score -1880895 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1881398.000000 Penalty: 4782.750488
	Iteration 8Q: 3 clusters Score -1881398 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1881782.875000 Penalty: 4782.750488
	Iteration 9Q: 3 clusters Score -1881783 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1882045.000000 Penalty: 4782.750488
	Iteration 10Q: 3 clusters Score -1882045 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1882172.000000 Penalty: 4782.750488
	Iteration 11Q: 3 clusters Score -1882172 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1882254.500000 Penalty: 4782.750488
	Iteration 12Q: 3 clusters Score -1882254 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1882306.375000 Penalty: 4782.750488
	Iteration 13Q: 3 clusters Score -1882306 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1882334.625000 Penalty: 4782.750488
	Iteration 14Q: 3 clusters Score -1882335 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1882359.125000 Penalty: 4782.750488
	Iteration 15Q: 3 clusters Score -1882359 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1882374.500000 Penalty: 4782.750488
	Iteration 16Q: 3 clusters Score -1882374 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1882385.500000 Penalty: 4782.750488
	Iteration 17Q: 3 clusters Score -1882386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1882391.125000 Penalty: 4782.750488
	Iteration 18Q: 3 clusters Score -1882391 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1882394.875000 Penalty: 4782.750488
	Iteration 19Q: 3 clusters Score -1882395 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1882396.375000 Penalty: 4782.750488
	Iteration 20F: 3 clusters Score -1882396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1882409.750000 Penalty: 4782.750488
	Iteration 21Q: 3 clusters Score -1882410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1882415.375000 Penalty: 4782.750488
	Iteration 22Q: 3 clusters Score -1882415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1882419.375000 Penalty: 4782.750488
	Iteration 23Q: 3 clusters Score -1882419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1882429.875000 Penalty: 4782.750488
	Iteration 24Q: 3 clusters Score -1882430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1882428.375000 Penalty: 4782.750488
	Iteration 25Q: 3 clusters Score -1882428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1882423.875000 Penalty: 4782.750488
	Iteration 26Q: 3 clusters Score -1882424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1882429.125000 Penalty: 4782.750488
	Iteration 27Q: 3 clusters Score -1882429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1882440.375000 Penalty: 4782.750488
	Iteration 28Q: 3 clusters Score -1882440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1882446.250000 Penalty: 4782.750488
	Iteration 29Q: 3 clusters Score -1882446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1882452.250000 Penalty: 4782.750488
	Iteration 30Q: 3 clusters Score -1882452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1882455.250000 Penalty: 4782.750488
	Iteration 31Q: 3 clusters Score -1882455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1882455.750000 Penalty: 4782.750488
	Iteration 32Q: 3 clusters Score -1882456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1882461.500000 Penalty: 4782.750488
	Iteration 33Q: 3 clusters Score -1882462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1882463.000000 Penalty: 4782.750488
	Iteration 34Q: 3 clusters Score -1882463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1882464.750000 Penalty: 4782.750488
	Iteration 35Q: 3 clusters Score -1882465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1882474.125000 Penalty: 4782.750488
	Iteration 36Q: 3 clusters Score -1882474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1882473.750000 Penalty: 4782.750488
	Iteration 37Q: 3 clusters Score -1882474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1882474.750000 Penalty: 4782.750488
	Iteration 38Q: 3 clusters Score -1882475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1882475.125000 Penalty: 4782.750488
	Iteration 39Q: 3 clusters Score -1882475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1882480.125000 Penalty: 4782.750488
	Iteration 40F: 3 clusters Score -1882480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1882481.125000 Penalty: 4782.750488
	Iteration 41Q: 3 clusters Score -1882481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1882483.375000 Penalty: 4782.750488
	Iteration 42Q: 3 clusters Score -1882483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1882485.250000 Penalty: 4782.750488
	Iteration 43Q: 3 clusters Score -1882485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1882484.625000 Penalty: 4782.750488
	Iteration 44Q: 3 clusters Score -1882485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1882487.750000 Penalty: 4782.750488
	Iteration 45Q: 3 clusters Score -1882488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1882486.375000 Penalty: 4782.750488
	Iteration 46Q: 3 clusters Score -1882486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1882490.375000 Penalty: 4782.750488
	Iteration 47Q: 3 clusters Score -1882490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1882489.000000 Penalty: 4782.750488
	Iteration 48Q: 3 clusters Score -1882489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1882489.625000 Penalty: 4782.750488
	Iteration 49Q: 3 clusters Score -1882490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1882486.125000 Penalty: 4782.750488
	Iteration 50Q: 3 clusters Score -1882486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1882489.250000 Penalty: 4782.750488
	Iteration 51Q: 3 clusters Score -1882489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1882489.375000 Penalty: 4782.750488
	Iteration 52Q: 3 clusters Score -1882489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1882493.750000 Penalty: 4782.750488
	Iteration 53Q: 3 clusters Score -1882494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1882493.000000 Penalty: 4782.750488
	Iteration 54Q: 3 clusters Score -1882493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1882493.750000 Penalty: 4782.750488
	Iteration 55Q: 3 clusters Score -1882494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1882496.625000 Penalty: 4782.750488
	Iteration 56Q: 3 clusters Score -1882497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1882493.375000 Penalty: 4782.750488
	Iteration 57Q: 3 clusters Score -1882493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1882498.625000 Penalty: 4782.750488
	Iteration 58Q: 3 clusters Score -1882499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1882501.750000 Penalty: 4782.750488
	Iteration 59Q: 3 clusters Score -1882502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1882500.875000 Penalty: 4782.750488
	Iteration 60F: 3 clusters Score -1882501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1882503.125000 Penalty: 4782.750488
	Iteration 61Q: 3 clusters Score -1882503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1882499.750000 Penalty: 4782.750488
	Iteration 62Q: 3 clusters Score -1882500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1882502.875000 Penalty: 4782.750488
	Iteration 63Q: 3 clusters Score -1882503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1882505.125000 Penalty: 4782.750488
	Iteration 64Q: 3 clusters Score -1882505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1882500.125000 Penalty: 4782.750488
	Iteration 65Q: 3 clusters Score -1882500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1882504.000000 Penalty: 4782.750488
	Iteration 66Q: 3 clusters Score -1882504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1882505.250000 Penalty: 4782.750488
	Iteration 67Q: 3 clusters Score -1882505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1882505.000000 Penalty: 4782.750488
	Iteration 68Q: 3 clusters Score -1882505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1882502.500000 Penalty: 4782.750488
	Iteration 69Q: 3 clusters Score -1882502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1882502.500000 Penalty: 4782.750488
	Iteration 70F: 3 clusters Score -1882502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (181670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181670 members 
Entering Unmasked Estep 
Score: -23293322.000000 Penalty: 3003.266846
	Iteration 0F: 2 clusters Score -2.329332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90737 members 
Mstep: Class 2 contains 90933 members 
Entering Unmasked Estep 
Score: -23171762.000000 Penalty: 6006.533691
	Iteration 0F: 3 clusters Score -2.317176e+07 nChanged 87293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89094 members 
Mstep: Class 2 contains 92576 members 
Entering Unmasked Estep 
Score: -23222690.000000 Penalty: 6006.533691
	Iteration 1F: 3 clusters Score -2.322269e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 93733 members 
Entering Unmasked Estep 
Score: -23223758.000000 Penalty: 6006.533691
	Iteration 2Q: 3 clusters Score -2.322376e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86113 members 
Mstep: Class 2 contains 95557 members 
Entering Unmasked Estep 
Score: -23225132.000000 Penalty: 6006.533691
	Iteration 3Q: 3 clusters Score -2.322513e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83305 members 
Mstep: Class 2 contains 98365 members 
Entering Unmasked Estep 
Score: -23227094.000000 Penalty: 6006.533691
	Iteration 4Q: 3 clusters Score -2.322709e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79110 members 
Mstep: Class 2 contains 102560 members 
Entering Unmasked Estep 
Score: -23230162.000000 Penalty: 6006.533691
	Iteration 5Q: 3 clusters Score -2.323016e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73191 members 
Mstep: Class 2 contains 108479 members 
Entering Unmasked Estep 
Score: -23234918.000000 Penalty: 6006.533691
	Iteration 6F: 3 clusters Score -2.323492e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 116556 members 
Entering Unmasked Estep 
Score: -23242624.000000 Penalty: 6006.533691
	Iteration 7F: 3 clusters Score -2.324262e+07 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 126116 members 
Entering Unmasked Estep 
Score: -23252750.000000 Penalty: 6006.533691
	Iteration 8F: 3 clusters Score -2.325275e+07 nChanged 12212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 135622 members 
Entering Unmasked Estep 
Score: -23263358.000000 Penalty: 6006.533691
	Iteration 9F: 3 clusters Score -2.326336e+07 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 143426 members 
Entering Unmasked Estep 
Score: -23271980.000000 Penalty: 6006.533691
	Iteration 10F: 3 clusters Score -2.327198e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 149388 members 
Entering Unmasked Estep 
Score: -23277630.000000 Penalty: 6006.533691
	Iteration 11Q: 3 clusters Score -2.327763e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 153990 members 
Entering Unmasked Estep 
Score: -23281138.000000 Penalty: 6006.533691
	Iteration 12Q: 3 clusters Score -2.328114e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 157812 members 
Entering Unmasked Estep 
Score: -23283460.000000 Penalty: 6006.533691
	Iteration 13Q: 3 clusters Score -2.328346e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 161018 members 
Entering Unmasked Estep 
Score: -23285230.000000 Penalty: 6006.533691
	Iteration 14Q: 3 clusters Score -2.328523e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 163694 members 
Entering Unmasked Estep 
Score: -23286746.000000 Penalty: 6006.533691
	Iteration 15Q: 3 clusters Score -2.328675e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 166033 members 
Entering Unmasked Estep 
Score: -23287794.000000 Penalty: 6006.533691
	Iteration 16Q: 3 clusters Score -2.328779e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 168012 members 
Entering Unmasked Estep 
Score: -23288696.000000 Penalty: 6006.533691
	Iteration 17Q: 3 clusters Score -2.32887e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 169690 members 
Entering Unmasked Estep 
Score: -23289366.000000 Penalty: 6006.533691
	Iteration 18Q: 3 clusters Score -2.328937e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 171060 members 
Entering Unmasked Estep 
Score: -23289776.000000 Penalty: 6006.533691
	Iteration 19Q: 3 clusters Score -2.328978e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 172218 members 
Entering Unmasked Estep 
Score: -23290206.000000 Penalty: 6006.533691
	Iteration 20F: 3 clusters Score -2.329021e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 173159 members 
Entering Unmasked Estep 
Score: -23290548.000000 Penalty: 6006.533691
	Iteration 21Q: 3 clusters Score -2.329055e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 173920 members 
Entering Unmasked Estep 
Score: -23290800.000000 Penalty: 6006.533691
	Iteration 22Q: 3 clusters Score -2.32908e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 174550 members 
Entering Unmasked Estep 
Score: -23290938.000000 Penalty: 6006.533691
	Iteration 23Q: 3 clusters Score -2.329094e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 175095 members 
Entering Unmasked Estep 
Score: -23291048.000000 Penalty: 6006.533691
	Iteration 24Q: 3 clusters Score -2.329105e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 175552 members 
Entering Unmasked Estep 
Score: -23291272.000000 Penalty: 6006.533691
	Iteration 25Q: 3 clusters Score -2.329127e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 175943 members 
Entering Unmasked Estep 
Score: -23291348.000000 Penalty: 6006.533691
	Iteration 26Q: 3 clusters Score -2.329135e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 176261 members 
Entering Unmasked Estep 
Score: -23291450.000000 Penalty: 6006.533691
	Iteration 27Q: 3 clusters Score -2.329145e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 176545 members 
Entering Unmasked Estep 
Score: -23291504.000000 Penalty: 6006.533691
	Iteration 28Q: 3 clusters Score -2.32915e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 176773 members 
Entering Unmasked Estep 
Score: -23291554.000000 Penalty: 6006.533691
	Iteration 29Q: 3 clusters Score -2.329155e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 176956 members 
Entering Unmasked Estep 
Score: -23291688.000000 Penalty: 6006.533691
	Iteration 30Q: 3 clusters Score -2.329169e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 177124 members 
Entering Unmasked Estep 
Score: -23291726.000000 Penalty: 6006.533691
	Iteration 31Q: 3 clusters Score -2.329173e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 177278 members 
Entering Unmasked Estep 
Score: -23291700.000000 Penalty: 6006.533691
	Iteration 32Q: 3 clusters Score -2.32917e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 177405 members 
Entering Unmasked Estep 
Score: -23291688.000000 Penalty: 6006.533691
	Iteration 33Q: 3 clusters Score -2.329169e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 177527 members 
Entering Unmasked Estep 
Score: -23291720.000000 Penalty: 6006.533691
	Iteration 34Q: 3 clusters Score -2.329172e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 177632 members 
Entering Unmasked Estep 
Score: -23291758.000000 Penalty: 6006.533691
	Iteration 35Q: 3 clusters Score -2.329176e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 177733 members 
Entering Unmasked Estep 
Score: -23291762.000000 Penalty: 6006.533691
	Iteration 36Q: 3 clusters Score -2.329176e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 177809 members 
Entering Unmasked Estep 
Score: -23291760.000000 Penalty: 6006.533691
	Iteration 37Q: 3 clusters Score -2.329176e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 177859 members 
Entering Unmasked Estep 
Score: -23291762.000000 Penalty: 6006.533691
	Iteration 38Q: 3 clusters Score -2.329176e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 177897 members 
Entering Unmasked Estep 
Score: -23291790.000000 Penalty: 6006.533691
	Iteration 39Q: 3 clusters Score -2.329179e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 177928 members 
Entering Unmasked Estep 
Score: -23291818.000000 Penalty: 6006.533691
	Iteration 40F: 3 clusters Score -2.329182e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 177957 members 
Entering Unmasked Estep 
Score: -23291820.000000 Penalty: 6006.533691
	Iteration 41Q: 3 clusters Score -2.329182e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 177977 members 
Entering Unmasked Estep 
Score: -23291842.000000 Penalty: 6006.533691
	Iteration 42Q: 3 clusters Score -2.329184e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 178013 members 
Entering Unmasked Estep 
Score: -23291834.000000 Penalty: 6006.533691
	Iteration 43Q: 3 clusters Score -2.329183e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 178048 members 
Entering Unmasked Estep 
Score: -23291850.000000 Penalty: 6006.533691
	Iteration 44Q: 3 clusters Score -2.329185e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 178066 members 
Entering Unmasked Estep 
Score: -23291834.000000 Penalty: 6006.533691
	Iteration 45Q: 3 clusters Score -2.329183e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 178085 members 
Entering Unmasked Estep 
Score: -23291842.000000 Penalty: 6006.533691
	Iteration 46Q: 3 clusters Score -2.329184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 178105 members 
Entering Unmasked Estep 
Score: -23291838.000000 Penalty: 6006.533691
	Iteration 47Q: 3 clusters Score -2.329184e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 178127 members 
Entering Unmasked Estep 
Score: -23291830.000000 Penalty: 6006.533691
	Iteration 48Q: 3 clusters Score -2.329183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 178134 members 
Entering Unmasked Estep 
Score: -23291832.000000 Penalty: 6006.533691
	Iteration 49Q: 3 clusters Score -2.329183e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 178138 members 
Entering Unmasked Estep 
Score: -23291830.000000 Penalty: 6006.533691
	Iteration 50Q: 3 clusters Score -2.329183e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 178152 members 
Entering Unmasked Estep 
Score: -23291840.000000 Penalty: 6006.533691
	Iteration 51Q: 3 clusters Score -2.329184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 178161 members 
Entering Unmasked Estep 
Score: -23291860.000000 Penalty: 6006.533691
	Iteration 52Q: 3 clusters Score -2.329186e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 178172 members 
Entering Unmasked Estep 
Score: -23291848.000000 Penalty: 6006.533691
	Iteration 53Q: 3 clusters Score -2.329185e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 178178 members 
Entering Unmasked Estep 
Score: -23291868.000000 Penalty: 6006.533691
	Iteration 54Q: 3 clusters Score -2.329187e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 178193 members 
Entering Unmasked Estep 
Score: -23291866.000000 Penalty: 6006.533691
	Iteration 55Q: 3 clusters Score -2.329187e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 178208 members 
Entering Unmasked Estep 
Score: -23291862.000000 Penalty: 6006.533691
	Iteration 56Q: 3 clusters Score -2.329186e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 178225 members 
Entering Unmasked Estep 
Score: -23291872.000000 Penalty: 6006.533691
	Iteration 57Q: 3 clusters Score -2.329187e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 178245 members 
Entering Unmasked Estep 
Score: -23291884.000000 Penalty: 6006.533691
	Iteration 58Q: 3 clusters Score -2.329188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 178260 members 
Entering Unmasked Estep 
Score: -23291888.000000 Penalty: 6006.533691
	Iteration 59Q: 3 clusters Score -2.329189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 178271 members 
Entering Unmasked Estep 
Score: -23291900.000000 Penalty: 6006.533691
	Iteration 60F: 3 clusters Score -2.32919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 178280 members 
Entering Unmasked Estep 
Score: -23291890.000000 Penalty: 6006.533691
	Iteration 61Q: 3 clusters Score -2.329189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 178286 members 
Entering Unmasked Estep 
Score: -23291894.000000 Penalty: 6006.533691
	Iteration 62Q: 3 clusters Score -2.329189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 178292 members 
Entering Unmasked Estep 
Score: -23291876.000000 Penalty: 6006.533691
	Iteration 63Q: 3 clusters Score -2.329188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 178300 members 
Entering Unmasked Estep 
Score: -23291884.000000 Penalty: 6006.533691
	Iteration 64Q: 3 clusters Score -2.329188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 178300 members 
Entering Unmasked Estep 
Score: -23291892.000000 Penalty: 6006.533691
	Iteration 65Q: 3 clusters Score -2.329189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 178302 members 
Entering Unmasked Estep 
Score: -23291890.000000 Penalty: 6006.533691
	Iteration 66Q: 3 clusters Score -2.329189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 178302 members 
Entering Unmasked Estep 
Score: -23291886.000000 Penalty: 6006.533691
	Iteration 67Q: 3 clusters Score -2.329189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 178302 members 
Entering Unmasked Estep 
Score: -23291878.000000 Penalty: 6006.533691
	Iteration 68Q: 3 clusters Score -2.329188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 178304 members 
Entering Unmasked Estep 
Score: -23291874.000000 Penalty: 6006.533691
	Iteration 69Q: 3 clusters Score -2.329187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 178306 members 
Entering Unmasked Estep 
Score: -23291880.000000 Penalty: 6006.533691
	Iteration 70Q: 3 clusters Score -2.329188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 178307 members 
Entering Unmasked Estep 
Score: -23291872.000000 Penalty: 6006.533691
	Iteration 71Q: 3 clusters Score -2.329187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 178311 members 
Entering Unmasked Estep 
Score: -23291882.000000 Penalty: 6006.533691
	Iteration 72Q: 3 clusters Score -2.329188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 178316 members 
Entering Unmasked Estep 
Score: -23291868.000000 Penalty: 6006.533691
	Iteration 73Q: 3 clusters Score -2.329187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 178318 members 
Entering Unmasked Estep 
Score: -23291862.000000 Penalty: 6006.533691
	Iteration 74Q: 3 clusters Score -2.329186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 178320 members 
Entering Unmasked Estep 
Score: -23291876.000000 Penalty: 6006.533691
	Iteration 75Q: 3 clusters Score -2.329188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 178324 members 
Entering Unmasked Estep 
Score: -23291862.000000 Penalty: 6006.533691
	Iteration 76Q: 3 clusters Score -2.329186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 178328 members 
Entering Unmasked Estep 
Score: -23291862.000000 Penalty: 6006.533691
	Iteration 77Q: 3 clusters Score -2.329186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 178330 members 
Entering Unmasked Estep 
Score: -23291856.000000 Penalty: 6006.533691
	Iteration 78Q: 3 clusters Score -2.329186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 178334 members 
Entering Unmasked Estep 
Score: -23291840.000000 Penalty: 6006.533691
	Iteration 79Q: 3 clusters Score -2.329184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 178337 members 
Entering Unmasked Estep 
Score: -23291836.000000 Penalty: 6006.533691
	Iteration 80F: 3 clusters Score -2.329184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 178342 members 
Entering Unmasked Estep 
Score: -23291840.000000 Penalty: 6006.533691
	Iteration 81Q: 3 clusters Score -2.329184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 178344 members 
Entering Unmasked Estep 
Score: -23291844.000000 Penalty: 6006.533691
	Iteration 82Q: 3 clusters Score -2.329184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 178346 members 
Entering Unmasked Estep 
Score: -23291846.000000 Penalty: 6006.533691
	Iteration 83Q: 3 clusters Score -2.329185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 178349 members 
Entering Unmasked Estep 
Score: -23291846.000000 Penalty: 6006.533691
	Iteration 84Q: 3 clusters Score -2.329185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 178353 members 
Entering Unmasked Estep 
Score: -23291864.000000 Penalty: 6006.533691
	Iteration 85Q: 3 clusters Score -2.329186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 178356 members 
Entering Unmasked Estep 
Score: -23291850.000000 Penalty: 6006.533691
	Iteration 86Q: 3 clusters Score -2.329185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 178357 members 
Entering Unmasked Estep 
Score: -23291866.000000 Penalty: 6006.533691
	Iteration 87Q: 3 clusters Score -2.329187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 178362 members 
Entering Unmasked Estep 
Score: -23291838.000000 Penalty: 6006.533691
	Iteration 88Q: 3 clusters Score -2.329184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 178366 members 
Entering Unmasked Estep 
Score: -23291842.000000 Penalty: 6006.533691
	Iteration 89Q: 3 clusters Score -2.329184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 178368 members 
Entering Unmasked Estep 
Score: -23291856.000000 Penalty: 6006.533691
	Iteration 90Q: 3 clusters Score -2.329186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 178369 members 
Entering Unmasked Estep 
Score: -23291854.000000 Penalty: 6006.533691
	Iteration 91Q: 3 clusters Score -2.329185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 178369 members 
Entering Unmasked Estep 
Score: -23291854.000000 Penalty: 6006.533691
	Iteration 92F: 3 clusters Score -2.329185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Entering Unmasked Estep 
Score: -1157228.500000 Penalty: 2265.017334
	Iteration 0F: 2 clusters Score -1157228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1150044.500000 Penalty: 4530.034668
	Iteration 0F: 3 clusters Score -1150044 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1152190.125000 Penalty: 4530.034668
	Iteration 1F: 3 clusters Score -1152190 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1152643.250000 Penalty: 4530.034668
	Iteration 2F: 3 clusters Score -1152643 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1153010.000000 Penalty: 4530.034668
	Iteration 3F: 3 clusters Score -1153010 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1153457.500000 Penalty: 4530.034668
	Iteration 4F: 3 clusters Score -1153458 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1154197.250000 Penalty: 4530.034668
	Iteration 5F: 3 clusters Score -1154197 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1155500.875000 Penalty: 4530.034668
	Iteration 6F: 3 clusters Score -1155501 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1156706.375000 Penalty: 4530.034668
	Iteration 7F: 3 clusters Score -1156706 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1157277.375000 Penalty: 4530.034668
	Iteration 8F: 3 clusters Score -1157277 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1157547.875000 Penalty: 4530.034668
	Iteration 9Q: 3 clusters Score -1157548 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1157671.750000 Penalty: 4530.034668
	Iteration 10Q: 3 clusters Score -1157672 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1157730.375000 Penalty: 4530.034668
	Iteration 11Q: 3 clusters Score -1157730 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1157777.875000 Penalty: 4530.034668
	Iteration 12Q: 3 clusters Score -1157778 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1157824.875000 Penalty: 4530.034668
	Iteration 13Q: 3 clusters Score -1157825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1157853.500000 Penalty: 4530.034668
	Iteration 14Q: 3 clusters Score -1157854 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1157874.750000 Penalty: 4530.034668
	Iteration 15Q: 3 clusters Score -1157875 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1157893.250000 Penalty: 4530.034668
	Iteration 16Q: 3 clusters Score -1157893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1157911.750000 Penalty: 4530.034668
	Iteration 17Q: 3 clusters Score -1157912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1157935.500000 Penalty: 4530.034668
	Iteration 18Q: 3 clusters Score -1157936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1157949.750000 Penalty: 4530.034668
	Iteration 19Q: 3 clusters Score -1157950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1157964.000000 Penalty: 4530.034668
	Iteration 20F: 3 clusters Score -1157964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1157975.625000 Penalty: 4530.034668
	Iteration 21Q: 3 clusters Score -1157976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1157984.375000 Penalty: 4530.034668
	Iteration 22Q: 3 clusters Score -1157984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1157996.375000 Penalty: 4530.034668
	Iteration 23Q: 3 clusters Score -1157996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1158008.000000 Penalty: 4530.034668
	Iteration 24Q: 3 clusters Score -1158008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1158014.750000 Penalty: 4530.034668
	Iteration 25Q: 3 clusters Score -1158015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1158032.125000 Penalty: 4530.034668
	Iteration 26Q: 3 clusters Score -1158032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1158069.375000 Penalty: 4530.034668
	Iteration 27Q: 3 clusters Score -1158069 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1158121.250000 Penalty: 4530.034668
	Iteration 28Q: 3 clusters Score -1158121 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1158211.125000 Penalty: 4530.034668
	Iteration 29Q: 3 clusters Score -1158211 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1158292.500000 Penalty: 4530.034668
	Iteration 30Q: 3 clusters Score -1158292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1158359.375000 Penalty: 4530.034668
	Iteration 31Q: 3 clusters Score -1158359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1158398.000000 Penalty: 4530.034668
	Iteration 32Q: 3 clusters Score -1158398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1158412.500000 Penalty: 4530.034668
	Iteration 33Q: 3 clusters Score -1158412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1158425.000000 Penalty: 4530.034668
	Iteration 34Q: 3 clusters Score -1158425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1158431.875000 Penalty: 4530.034668
	Iteration 35Q: 3 clusters Score -1158432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1158435.750000 Penalty: 4530.034668
	Iteration 36Q: 3 clusters Score -1158436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1158438.125000 Penalty: 4530.034668
	Iteration 37Q: 3 clusters Score -1158438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1158436.125000 Penalty: 4530.034668
	Iteration 38Q: 3 clusters Score -1158436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1158439.500000 Penalty: 4530.034668
	Iteration 39Q: 3 clusters Score -1158440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1158439.625000 Penalty: 4530.034668
	Iteration 40F: 3 clusters Score -1158440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1158440.125000 Penalty: 4530.034668
	Iteration 41Q: 3 clusters Score -1158440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1158439.875000 Penalty: 4530.034668
	Iteration 42Q: 3 clusters Score -1158440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1158442.000000 Penalty: 4530.034668
	Iteration 43Q: 3 clusters Score -1158442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1158442.000000 Penalty: 4530.034668
	Iteration 44F: 3 clusters Score -1158442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 103363 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10604 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8620 members 
Mstep: Class 8 contains 48510 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 13170 members 
Mstep: Class 12 contains 10423 members 
Mstep: Class 13 contains 15408 members 
Mstep: Class 14 contains 181670 members 
Mstep: Class 15 contains 7892 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89260 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70872 members 
Mstep: Class 21 contains 36076 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11491 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 47911 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92812 members 
Mstep: Class 28 contains 5449 members 
Mstep: Class 29 contains 19327 members 
Mstep: Class 30 contains 20665 members 
Mstep: Class 31 contains 170789 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18705 members 
Mstep: Class 35 contains 8699 members 
Mstep: Class 36 contains 8623 members 
Mstep: Class 37 contains 4215 members 
Mstep: Class 38 contains 494 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1365 members 
Entering Unmasked Estep 
Score: -150945136.000000 Penalty: 142442.046875
Splitting cluster 15 changes total score from -150944976.000000 to -150945136.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 16 (15030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Entering Unmasked Estep 
Score: -1965553.125000 Penalty: 2385.215332
	Iteration 0F: 2 clusters Score -1965553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1954663.750000 Penalty: 4770.430664
	Iteration 0F: 3 clusters Score -1954664 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1958124.250000 Penalty: 4770.430664
	Iteration 1F: 3 clusters Score -1958124 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1958469.250000 Penalty: 4770.430664
	Iteration 2F: 3 clusters Score -1958469 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1958737.125000 Penalty: 4770.430664
	Iteration 3Q: 3 clusters Score -1958737 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1958980.625000 Penalty: 4770.430664
	Iteration 4Q: 3 clusters Score -1958981 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1959221.000000 Penalty: 4770.430664
	Iteration 5Q: 3 clusters Score -1959221 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1959494.625000 Penalty: 4770.430664
	Iteration 6Q: 3 clusters Score -1959495 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1959901.250000 Penalty: 4770.430664
	Iteration 7Q: 3 clusters Score -1959901 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1960439.500000 Penalty: 4770.430664
	Iteration 8F: 3 clusters Score -1960440 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1961053.375000 Penalty: 4770.430664
	Iteration 9F: 3 clusters Score -1961053 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1961691.625000 Penalty: 4770.430664
	Iteration 10F: 3 clusters Score -1961692 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1962253.250000 Penalty: 4770.430664
	Iteration 11Q: 3 clusters Score -1962253 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1962671.000000 Penalty: 4770.430664
	Iteration 12Q: 3 clusters Score -1962671 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1962967.000000 Penalty: 4770.430664
	Iteration 13Q: 3 clusters Score -1962967 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1963148.875000 Penalty: 4770.430664
	Iteration 14Q: 3 clusters Score -1963149 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1963275.875000 Penalty: 4770.430664
	Iteration 15Q: 3 clusters Score -1963276 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1963371.250000 Penalty: 4770.430664
	Iteration 16Q: 3 clusters Score -1963371 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1963436.250000 Penalty: 4770.430664
	Iteration 17Q: 3 clusters Score -1963436 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1963484.375000 Penalty: 4770.430664
	Iteration 18Q: 3 clusters Score -1963484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1963519.250000 Penalty: 4770.430664
	Iteration 19Q: 3 clusters Score -1963519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1963548.375000 Penalty: 4770.430664
	Iteration 20F: 3 clusters Score -1963548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1963567.375000 Penalty: 4770.430664
	Iteration 21Q: 3 clusters Score -1963567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1963582.125000 Penalty: 4770.430664
	Iteration 22Q: 3 clusters Score -1963582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1963586.000000 Penalty: 4770.430664
	Iteration 23Q: 3 clusters Score -1963586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1963591.250000 Penalty: 4770.430664
	Iteration 24Q: 3 clusters Score -1963591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1963593.500000 Penalty: 4770.430664
	Iteration 25Q: 3 clusters Score -1963594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1963597.250000 Penalty: 4770.430664
	Iteration 26Q: 3 clusters Score -1963597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1963599.375000 Penalty: 4770.430664
	Iteration 27Q: 3 clusters Score -1963599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1963599.375000 Penalty: 4770.430664
	Iteration 28Q: 3 clusters Score -1963599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1963604.000000 Penalty: 4770.430664
	Iteration 29Q: 3 clusters Score -1963604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1963605.750000 Penalty: 4770.430664
	Iteration 30Q: 3 clusters Score -1963606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1963609.375000 Penalty: 4770.430664
	Iteration 31Q: 3 clusters Score -1963609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1963614.375000 Penalty: 4770.430664
	Iteration 32Q: 3 clusters Score -1963614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1963616.500000 Penalty: 4770.430664
	Iteration 33Q: 3 clusters Score -1963616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1963621.750000 Penalty: 4770.430664
	Iteration 34Q: 3 clusters Score -1963622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1963621.750000 Penalty: 4770.430664
	Iteration 35F: 3 clusters Score -1963622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (89260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89260 members 
Entering Unmasked Estep 
Score: -11578419.000000 Penalty: 2827.028564
	Iteration 0F: 2 clusters Score -1.157842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -11518782.000000 Penalty: 5654.057129
	Iteration 0F: 3 clusters Score -1.151878e+07 nChanged 41889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -11542274.000000 Penalty: 5654.057129
	Iteration 1F: 3 clusters Score -1.154227e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -11543189.000000 Penalty: 5654.057129
	Iteration 2Q: 3 clusters Score -1.154319e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -11544781.000000 Penalty: 5654.057129
	Iteration 3Q: 3 clusters Score -1.154478e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -11547483.000000 Penalty: 5654.057129
	Iteration 4F: 3 clusters Score -1.154748e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -11552854.000000 Penalty: 5654.057129
	Iteration 5F: 3 clusters Score -1.155285e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74356 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -11560686.000000 Penalty: 5654.057129
	Iteration 6F: 3 clusters Score -1.156069e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82146 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -11568788.000000 Penalty: 5654.057129
	Iteration 7F: 3 clusters Score -1.156879e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86765 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -11573436.000000 Penalty: 5654.057129
	Iteration 8F: 3 clusters Score -1.157344e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88463 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -11575137.000000 Penalty: 5654.057129
	Iteration 9Q: 3 clusters Score -1.157514e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88905 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -11575616.000000 Penalty: 5654.057129
	Iteration 10Q: 3 clusters Score -1.157562e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89014 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -11575779.000000 Penalty: 5654.057129
	Iteration 11Q: 3 clusters Score -1.157578e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89039 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11575825.000000 Penalty: 5654.057129
	Iteration 12Q: 3 clusters Score -1.157582e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89047 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11575850.000000 Penalty: 5654.057129
	Iteration 13Q: 3 clusters Score -1.157585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89061 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11575895.000000 Penalty: 5654.057129
	Iteration 14Q: 3 clusters Score -1.15759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89066 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11575907.000000 Penalty: 5654.057129
	Iteration 15Q: 3 clusters Score -1.157591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89074 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11575937.000000 Penalty: 5654.057129
	Iteration 16Q: 3 clusters Score -1.157594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11575945.000000 Penalty: 5654.057129
	Iteration 17Q: 3 clusters Score -1.157594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11575948.000000 Penalty: 5654.057129
	Iteration 18Q: 3 clusters Score -1.157595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89078 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -11575965.000000 Penalty: 5654.057129
	Iteration 19Q: 3 clusters Score -1.157596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89078 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -11575965.000000 Penalty: 5654.057129
	Iteration 20F: 3 clusters Score -1.157596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -356283.937500 Penalty: 1961.280029
	Iteration 0F: 2 clusters Score -356283.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -353199.156250 Penalty: 3922.560059
	Iteration 0F: 3 clusters Score -353199.2 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -353802.218750 Penalty: 3922.560059
	Iteration 1F: 3 clusters Score -353802.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -353931.812500 Penalty: 3922.560059
	Iteration 2F: 3 clusters Score -353931.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -354016.343750 Penalty: 3922.560059
	Iteration 3Q: 3 clusters Score -354016.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -354062.937500 Penalty: 3922.560059
	Iteration 4Q: 3 clusters Score -354062.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -354090.187500 Penalty: 3922.560059
	Iteration 5Q: 3 clusters Score -354090.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -354110.906250 Penalty: 3922.560059
	Iteration 6Q: 3 clusters Score -354110.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -354128.781250 Penalty: 3922.560059
	Iteration 7Q: 3 clusters Score -354128.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -354147.531250 Penalty: 3922.560059
	Iteration 8Q: 3 clusters Score -354147.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -354165.875000 Penalty: 3922.560059
	Iteration 9Q: 3 clusters Score -354165.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -354180.437500 Penalty: 3922.560059
	Iteration 10Q: 3 clusters Score -354180.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -354189.812500 Penalty: 3922.560059
	Iteration 11Q: 3 clusters Score -354189.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -354196.062500 Penalty: 3922.560059
	Iteration 12Q: 3 clusters Score -354196.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -354201.937500 Penalty: 3922.560059
	Iteration 13Q: 3 clusters Score -354201.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -354204.437500 Penalty: 3922.560059
	Iteration 14Q: 3 clusters Score -354204.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -354207.562500 Penalty: 3922.560059
	Iteration 15Q: 3 clusters Score -354207.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -354210.062500 Penalty: 3922.560059
	Iteration 16Q: 3 clusters Score -354210.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -354212.343750 Penalty: 3922.560059
	Iteration 17Q: 3 clusters Score -354212.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -354215.093750 Penalty: 3922.560059
	Iteration 18Q: 3 clusters Score -354215.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -354217.250000 Penalty: 3922.560059
	Iteration 19Q: 3 clusters Score -354217.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -354219.750000 Penalty: 3922.560059
	Iteration 20F: 3 clusters Score -354219.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -354221.812500 Penalty: 3922.560059
	Iteration 21Q: 3 clusters Score -354221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -354222.625000 Penalty: 3922.560059
	Iteration 22Q: 3 clusters Score -354222.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -354224.906250 Penalty: 3922.560059
	Iteration 23Q: 3 clusters Score -354224.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -354226.125000 Penalty: 3922.560059
	Iteration 24Q: 3 clusters Score -354226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -354226.500000 Penalty: 3922.560059
	Iteration 25Q: 3 clusters Score -354226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -354227.000000 Penalty: 3922.560059
	Iteration 26Q: 3 clusters Score -354227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -354226.906250 Penalty: 3922.560059
	Iteration 27Q: 3 clusters Score -354226.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -354227.406250 Penalty: 3922.560059
	Iteration 28Q: 3 clusters Score -354227.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -354227.781250 Penalty: 3922.560059
	Iteration 29Q: 3 clusters Score -354227.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -354227.781250 Penalty: 3922.560059
	Iteration 30F: 3 clusters Score -354227.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (96665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96665 members 
Entering Unmasked Estep 
Score: -12547351.000000 Penalty: 2846.793701
	Iteration 0F: 2 clusters Score -1.254735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -12482623.000000 Penalty: 5693.587402
	Iteration 0F: 3 clusters Score -1.248262e+07 nChanged 45526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -12508489.000000 Penalty: 5693.587402
	Iteration 1F: 3 clusters Score -1.250849e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -12509059.000000 Penalty: 5693.587402
	Iteration 2Q: 3 clusters Score -1.250906e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -12509600.000000 Penalty: 5693.587402
	Iteration 3Q: 3 clusters Score -1.25096e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -12510399.000000 Penalty: 5693.587402
	Iteration 4Q: 3 clusters Score -1.25104e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -12511493.000000 Penalty: 5693.587402
	Iteration 5Q: 3 clusters Score -1.251149e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58949 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -12513284.000000 Penalty: 5693.587402
	Iteration 6Q: 3 clusters Score -1.251328e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -12516559.000000 Penalty: 5693.587402
	Iteration 7F: 3 clusters Score -1.251656e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71264 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -12521747.000000 Penalty: 5693.587402
	Iteration 8F: 3 clusters Score -1.252175e+07 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79135 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -12528317.000000 Penalty: 5693.587402
	Iteration 9F: 3 clusters Score -1.252832e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -12534923.000000 Penalty: 5693.587402
	Iteration 10F: 3 clusters Score -1.253492e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -12539999.000000 Penalty: 5693.587402
	Iteration 11F: 3 clusters Score -1.254e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94511 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -12542901.000000 Penalty: 5693.587402
	Iteration 12Q: 3 clusters Score -1.25429e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95721 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -12544042.000000 Penalty: 5693.587402
	Iteration 13Q: 3 clusters Score -1.254404e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96120 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -12544424.000000 Penalty: 5693.587402
	Iteration 14Q: 3 clusters Score -1.254442e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96263 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -12544614.000000 Penalty: 5693.587402
	Iteration 15Q: 3 clusters Score -1.254461e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96322 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -12544694.000000 Penalty: 5693.587402
	Iteration 16Q: 3 clusters Score -1.254469e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96352 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -12544757.000000 Penalty: 5693.587402
	Iteration 17Q: 3 clusters Score -1.254476e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96367 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -12544771.000000 Penalty: 5693.587402
	Iteration 18Q: 3 clusters Score -1.254477e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96381 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12544790.000000 Penalty: 5693.587402
	Iteration 19Q: 3 clusters Score -1.254479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96389 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12544809.000000 Penalty: 5693.587402
	Iteration 20F: 3 clusters Score -1.254481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96393 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -12544816.000000 Penalty: 5693.587402
	Iteration 21Q: 3 clusters Score -1.254482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96394 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -12544816.000000 Penalty: 5693.587402
	Iteration 22Q: 3 clusters Score -1.254482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96394 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -12544820.000000 Penalty: 5693.587402
	Iteration 23Q: 3 clusters Score -1.254482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96395 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12544813.000000 Penalty: 5693.587402
	Iteration 24Q: 3 clusters Score -1.254481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96396 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -12544822.000000 Penalty: 5693.587402
	Iteration 25Q: 3 clusters Score -1.254482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96396 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -12544822.000000 Penalty: 5693.587402
	Iteration 26F: 3 clusters Score -1.254482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (70872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70872 members 
Entering Unmasked Estep 
Score: -9104775.000000 Penalty: 2769.820312
	Iteration 0F: 2 clusters Score -9104775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -9057336.000000 Penalty: 5539.640625
	Iteration 0F: 3 clusters Score -9057336 nChanged 33095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -9075792.000000 Penalty: 5539.640625
	Iteration 1F: 3 clusters Score -9075792 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -9076493.000000 Penalty: 5539.640625
	Iteration 2Q: 3 clusters Score -9076493 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -9077324.000000 Penalty: 5539.640625
	Iteration 3Q: 3 clusters Score -9077324 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -9078295.000000 Penalty: 5539.640625
	Iteration 4Q: 3 clusters Score -9078295 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -9079568.000000 Penalty: 5539.640625
	Iteration 5Q: 3 clusters Score -9079568 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -9081426.000000 Penalty: 5539.640625
	Iteration 6F: 3 clusters Score -9081426 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -9083861.000000 Penalty: 5539.640625
	Iteration 7F: 3 clusters Score -9083861 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -9087140.000000 Penalty: 5539.640625
	Iteration 8F: 3 clusters Score -9087140 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -9090676.000000 Penalty: 5539.640625
	Iteration 9F: 3 clusters Score -9090676 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -9094174.000000 Penalty: 5539.640625
	Iteration 10F: 3 clusters Score -9094174 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -9097133.000000 Penalty: 5539.640625
	Iteration 11F: 3 clusters Score -9097133 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -9099292.000000 Penalty: 5539.640625
	Iteration 12Q: 3 clusters Score -9099292 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68300 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -9100653.000000 Penalty: 5539.640625
	Iteration 13Q: 3 clusters Score -9100653 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9101459.000000 Penalty: 5539.640625
	Iteration 14Q: 3 clusters Score -9101459 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69888 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9101928.000000 Penalty: 5539.640625
	Iteration 15Q: 3 clusters Score -9101928 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70145 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9102094.000000 Penalty: 5539.640625
	Iteration 16Q: 3 clusters Score -9102094 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70272 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9102185.000000 Penalty: 5539.640625
	Iteration 17Q: 3 clusters Score -9102185 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70348 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9102252.000000 Penalty: 5539.640625
	Iteration 18Q: 3 clusters Score -9102252 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70394 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9102307.000000 Penalty: 5539.640625
	Iteration 19Q: 3 clusters Score -9102307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9102336.000000 Penalty: 5539.640625
	Iteration 20F: 3 clusters Score -9102336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70437 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9102347.000000 Penalty: 5539.640625
	Iteration 21Q: 3 clusters Score -9102347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70444 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9102368.000000 Penalty: 5539.640625
	Iteration 22Q: 3 clusters Score -9102368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70443 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9102372.000000 Penalty: 5539.640625
	Iteration 23Q: 3 clusters Score -9102372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70447 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9102374.000000 Penalty: 5539.640625
	Iteration 24Q: 3 clusters Score -9102374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9102377.000000 Penalty: 5539.640625
	Iteration 25Q: 3 clusters Score -9102377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70453 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9102389.000000 Penalty: 5539.640625
	Iteration 26Q: 3 clusters Score -9102389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70457 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9102389.000000 Penalty: 5539.640625
	Iteration 27Q: 3 clusters Score -9102389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70461 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9102387.000000 Penalty: 5539.640625
	Iteration 28Q: 3 clusters Score -9102387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70468 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9102400.000000 Penalty: 5539.640625
	Iteration 29Q: 3 clusters Score -9102400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70474 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9102404.000000 Penalty: 5539.640625
	Iteration 30Q: 3 clusters Score -9102404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70479 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9102415.000000 Penalty: 5539.640625
	Iteration 31Q: 3 clusters Score -9102415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70481 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9102415.000000 Penalty: 5539.640625
	Iteration 32Q: 3 clusters Score -9102415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70481 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9102415.000000 Penalty: 5539.640625
	Iteration 33F: 3 clusters Score -9102415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Entering Unmasked Estep 
Score: -4649676.500000 Penalty: 2602.359131
	Iteration 0F: 2 clusters Score -4649676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -4625243.500000 Penalty: 5204.718262
	Iteration 0F: 3 clusters Score -4625244 nChanged 16289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4634037.500000 Penalty: 5204.718262
	Iteration 1F: 3 clusters Score -4634038 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -4634524.500000 Penalty: 5204.718262
	Iteration 2Q: 3 clusters Score -4634524 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -4635021.500000 Penalty: 5204.718262
	Iteration 3Q: 3 clusters Score -4635022 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -4635617.000000 Penalty: 5204.718262
	Iteration 4Q: 3 clusters Score -4635617 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -4636315.500000 Penalty: 5204.718262
	Iteration 5Q: 3 clusters Score -4636316 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -4637160.000000 Penalty: 5204.718262
	Iteration 6Q: 3 clusters Score -4637160 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -4638128.000000 Penalty: 5204.718262
	Iteration 7Q: 3 clusters Score -4638128 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4639266.000000 Penalty: 5204.718262
	Iteration 8F: 3 clusters Score -4639266 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -4640551.500000 Penalty: 5204.718262
	Iteration 9F: 3 clusters Score -4640552 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -4641632.500000 Penalty: 5204.718262
	Iteration 10F: 3 clusters Score -4641632 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -4642483.000000 Penalty: 5204.718262
	Iteration 11Q: 3 clusters Score -4642483 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -4642968.000000 Penalty: 5204.718262
	Iteration 12Q: 3 clusters Score -4642968 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -4643212.500000 Penalty: 5204.718262
	Iteration 13Q: 3 clusters Score -4643212 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -4643339.000000 Penalty: 5204.718262
	Iteration 14Q: 3 clusters Score -4643339 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -4643482.500000 Penalty: 5204.718262
	Iteration 15Q: 3 clusters Score -4643482 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -4643576.500000 Penalty: 5204.718262
	Iteration 16Q: 3 clusters Score -4643576 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -4643679.500000 Penalty: 5204.718262
	Iteration 17Q: 3 clusters Score -4643680 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -4643787.000000 Penalty: 5204.718262
	Iteration 18Q: 3 clusters Score -4643787 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -4643858.000000 Penalty: 5204.718262
	Iteration 19Q: 3 clusters Score -4643858 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -4643967.500000 Penalty: 5204.718262
	Iteration 20F: 3 clusters Score -4643968 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -4644070.000000 Penalty: 5204.718262
	Iteration 21Q: 3 clusters Score -4644070 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -4644212.000000 Penalty: 5204.718262
	Iteration 22Q: 3 clusters Score -4644212 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -4644342.500000 Penalty: 5204.718262
	Iteration 23Q: 3 clusters Score -4644342 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -4644553.000000 Penalty: 5204.718262
	Iteration 24Q: 3 clusters Score -4644553 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -4644748.000000 Penalty: 5204.718262
	Iteration 25Q: 3 clusters Score -4644748 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -4645013.500000 Penalty: 5204.718262
	Iteration 26Q: 3 clusters Score -4645014 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -4645336.000000 Penalty: 5204.718262
	Iteration 27Q: 3 clusters Score -4645336 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -4645675.000000 Penalty: 5204.718262
	Iteration 28Q: 3 clusters Score -4645675 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -4646011.500000 Penalty: 5204.718262
	Iteration 29Q: 3 clusters Score -4646012 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -4646280.000000 Penalty: 5204.718262
	Iteration 30Q: 3 clusters Score -4646280 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -4646525.000000 Penalty: 5204.718262
	Iteration 31Q: 3 clusters Score -4646525 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -4646700.500000 Penalty: 5204.718262
	Iteration 32Q: 3 clusters Score -4646700 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -4646864.000000 Penalty: 5204.718262
	Iteration 33Q: 3 clusters Score -4646864 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4646978 nChanged 362
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4647080 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -4647159.000000 Penalty: 5204.718262
	Iteration 36Q: 3 clusters Score -4647159 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4647218 nChanged 242
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Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4647262 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -4647281.500000 Penalty: 5204.718262
	Iteration 39Q: 3 clusters Score -4647282 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -4647347.500000 Penalty: 5204.718262
	Iteration 40F: 3 clusters Score -4647348 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -4647385.500000 Penalty: 5204.718262
	Iteration 41Q: 3 clusters Score -4647386 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -4647446.500000 Penalty: 5204.718262
	Iteration 42Q: 3 clusters Score -4647446 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4647475 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4647530 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4647578 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4647624 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -4647657.500000 Penalty: 5204.718262
	Iteration 47Q: 3 clusters Score -4647658 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -4647684.500000 Penalty: 5204.718262
	Iteration 48Q: 3 clusters Score -4647684 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -4647700.500000 Penalty: 5204.718262
	Iteration 49Q: 3 clusters Score -4647700 nChanged 100
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Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4647700 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -4647714.000000 Penalty: 5204.718262
	Iteration 51Q: 3 clusters Score -4647714 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4647738 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -4647750.500000 Penalty: 5204.718262
	Iteration 53Q: 3 clusters Score -4647750 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -4647754.000000 Penalty: 5204.718262
	Iteration 54Q: 3 clusters Score -4647754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4647770 nChanged 69
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Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4647778 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -4647789.500000 Penalty: 5204.718262
	Iteration 57Q: 3 clusters Score -4647790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4647788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -4647783.500000 Penalty: 5204.718262
	Iteration 59Q: 3 clusters Score -4647784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -4647785.500000 Penalty: 5204.718262
	Iteration 60F: 3 clusters Score -4647786 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -4647795.500000 Penalty: 5204.718262
	Iteration 61Q: 3 clusters Score -4647796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -4647807.500000 Penalty: 5204.718262
	Iteration 62Q: 3 clusters Score -4647808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -4647825.000000 Penalty: 5204.718262
	Iteration 63Q: 3 clusters Score -4647825 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -4647836.500000 Penalty: 5204.718262
	Iteration 64Q: 3 clusters Score -4647836 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -4647834.500000 Penalty: 5204.718262
	Iteration 65Q: 3 clusters Score -4647834 nChanged 49
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Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4647831.500000 Penalty: 5204.718262
	Iteration 66Q: 3 clusters Score -4647832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -4647821.500000 Penalty: 5204.718262
	Iteration 67Q: 3 clusters Score -4647822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -4647832.000000 Penalty: 5204.718262
	Iteration 68Q: 3 clusters Score -4647832 nChanged 39
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Mstep: Class 1 contains 4488 members 
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Entering Unmasked Estep 
Score: -4647833.500000 Penalty: 5204.718262
	Iteration 69Q: 3 clusters Score -4647834 nChanged 44
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Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4647836 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -4647858.000000 Penalty: 5204.718262
	Iteration 71Q: 3 clusters Score -4647858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -4647874.000000 Penalty: 5204.718262
	Iteration 72Q: 3 clusters Score -4647874 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -4647875.000000 Penalty: 5204.718262
	Iteration 73Q: 3 clusters Score -4647875 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -4647880.500000 Penalty: 5204.718262
	Iteration 74Q: 3 clusters Score -4647880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -4647871.000000 Penalty: 5204.718262
	Iteration 75Q: 3 clusters Score -4647871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -4647873.500000 Penalty: 5204.718262
	Iteration 76Q: 3 clusters Score -4647874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -4647870.500000 Penalty: 5204.718262
	Iteration 77Q: 3 clusters Score -4647870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4647870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -4647876.000000 Penalty: 5204.718262
	Iteration 79Q: 3 clusters Score -4647876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -4647888.500000 Penalty: 5204.718262
	Iteration 80F: 3 clusters Score -4647888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -4647891.000000 Penalty: 5204.718262
	Iteration 81Q: 3 clusters Score -4647891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
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Entering Unmasked Estep 
Score: -4647902.500000 Penalty: 5204.718262
	Iteration 82Q: 3 clusters Score -4647902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -4647899.000000 Penalty: 5204.718262
	Iteration 83Q: 3 clusters Score -4647899 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4083 members 
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	Iteration 84Q: 3 clusters Score -4647899 nChanged 13
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Mstep: Class 1 contains 4070 members 
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Entering Unmasked Estep 
Score: -4647900.000000 Penalty: 5204.718262
	Iteration 85Q: 3 clusters Score -4647900 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -4647901.500000 Penalty: 5204.718262
	Iteration 86Q: 3 clusters Score -4647902 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4038 members 
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Entering Unmasked Estep 
Score: -4647908.500000 Penalty: 5204.718262
	Iteration 87Q: 3 clusters Score -4647908 nChanged 18
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Mstep: Class 1 contains 4024 members 
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Entering Unmasked Estep 
Score: -4647901.500000 Penalty: 5204.718262
	Iteration 88Q: 3 clusters Score -4647902 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -4647899.500000 Penalty: 5204.718262
	Iteration 89Q: 3 clusters Score -4647900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -4647906.000000 Penalty: 5204.718262
	Iteration 90Q: 3 clusters Score -4647906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
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Entering Unmasked Estep 
Score: -4647900.500000 Penalty: 5204.718262
	Iteration 91Q: 3 clusters Score -4647900 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3962 members 
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Entering Unmasked Estep 
Score: -4647904.000000 Penalty: 5204.718262
	Iteration 92Q: 3 clusters Score -4647904 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3949 members 
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Entering Unmasked Estep 
Score: -4647914.500000 Penalty: 5204.718262
	Iteration 93Q: 3 clusters Score -4647914 nChanged 9
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Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -4647914.500000 Penalty: 5204.718262
	Iteration 94Q: 3 clusters Score -4647914 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3929 members 
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Entering Unmasked Estep 
Score: -4647916.000000 Penalty: 5204.718262
	Iteration 95Q: 3 clusters Score -4647916 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -4647919.000000 Penalty: 5204.718262
	Iteration 96Q: 3 clusters Score -4647919 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -4647914.000000 Penalty: 5204.718262
	Iteration 97Q: 3 clusters Score -4647914 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3904 members 
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Entering Unmasked Estep 
Score: -4647921.500000 Penalty: 5204.718262
	Iteration 98Q: 3 clusters Score -4647922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -4647918.500000 Penalty: 5204.718262
	Iteration 99Q: 3 clusters Score -4647918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -4647912.500000 Penalty: 5204.718262
	Iteration 100F: 3 clusters Score -4647912 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -4647917.500000 Penalty: 5204.718262
	Iteration 101Q: 3 clusters Score -4647918 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -4647925.000000 Penalty: 5204.718262
	Iteration 102Q: 3 clusters Score -4647925 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -4647921.500000 Penalty: 5204.718262
	Iteration 103Q: 3 clusters Score -4647922 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -4647931.500000 Penalty: 5204.718262
	Iteration 104Q: 3 clusters Score -4647932 nChanged 8
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Mstep: Class 1 contains 3838 members 
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Entering Unmasked Estep 
Score: -4647929.500000 Penalty: 5204.718262
	Iteration 105Q: 3 clusters Score -4647930 nChanged 8
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Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -4647930.000000 Penalty: 5204.718262
	Iteration 106Q: 3 clusters Score -4647930 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3821 members 
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Entering Unmasked Estep 
Score: -4647925.500000 Penalty: 5204.718262
	Iteration 107Q: 3 clusters Score -4647926 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -4647924.500000 Penalty: 5204.718262
	Iteration 108Q: 3 clusters Score -4647924 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -4647931.000000 Penalty: 5204.718262
	Iteration 109Q: 3 clusters Score -4647931 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3796 members 
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Entering Unmasked Estep 
Score: -4647931.000000 Penalty: 5204.718262
	Iteration 110Q: 3 clusters Score -4647931 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4647943.000000 Penalty: 5204.718262
	Iteration 111Q: 3 clusters Score -4647943 nChanged 9
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Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -4647935.000000 Penalty: 5204.718262
	Iteration 112Q: 3 clusters Score -4647935 nChanged 10
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Mstep: Class 1 contains 3768 members 
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Entering Unmasked Estep 
Score: -4647948.000000 Penalty: 5204.718262
	Iteration 113Q: 3 clusters Score -4647948 nChanged 6
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Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -4647947.500000 Penalty: 5204.718262
	Iteration 114Q: 3 clusters Score -4647948 nChanged 6
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Mstep: Class 1 contains 3758 members 
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Entering Unmasked Estep 
Score: -4647944.500000 Penalty: 5204.718262
	Iteration 115Q: 3 clusters Score -4647944 nChanged 7
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Mstep: Class 1 contains 3751 members 
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Entering Unmasked Estep 
Score: -4647947.000000 Penalty: 5204.718262
	Iteration 116Q: 3 clusters Score -4647947 nChanged 13
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Mstep: Class 1 contains 3740 members 
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Entering Unmasked Estep 
Score: -4647947.000000 Penalty: 5204.718262
	Iteration 117Q: 3 clusters Score -4647947 nChanged 16
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Entering Unmasked Estep 
Score: -4647944.500000 Penalty: 5204.718262
	Iteration 118Q: 3 clusters Score -4647944 nChanged 10
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Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -4647948.000000 Penalty: 5204.718262
	Iteration 119Q: 3 clusters Score -4647948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -4647944.000000 Penalty: 5204.718262
	Iteration 120F: 3 clusters Score -4647944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -4647942.000000 Penalty: 5204.718262
	Iteration 121Q: 3 clusters Score -4647942 nChanged 7
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Mstep: Class 1 contains 3702 members 
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Entering Unmasked Estep 
Score: -4647944.500000 Penalty: 5204.718262
	Iteration 122Q: 3 clusters Score -4647944 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -4647938.500000 Penalty: 5204.718262
	Iteration 123Q: 3 clusters Score -4647938 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -4647942.000000 Penalty: 5204.718262
	Iteration 124Q: 3 clusters Score -4647942 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3688 members 
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Entering Unmasked Estep 
Score: -4647946.500000 Penalty: 5204.718262
	Iteration 125Q: 3 clusters Score -4647946 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -4647948.500000 Penalty: 5204.718262
	Iteration 126Q: 3 clusters Score -4647948 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -4647953.000000 Penalty: 5204.718262
	Iteration 127Q: 3 clusters Score -4647953 nChanged 8
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Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -4647961.000000 Penalty: 5204.718262
	Iteration 128Q: 3 clusters Score -4647961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -4647964.500000 Penalty: 5204.718262
	Iteration 129Q: 3 clusters Score -4647964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -4647961.500000 Penalty: 5204.718262
	Iteration 130Q: 3 clusters Score -4647962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -4647962.500000 Penalty: 5204.718262
	Iteration 131Q: 3 clusters Score -4647962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -4647962.500000 Penalty: 5204.718262
	Iteration 132F: 3 clusters Score -4647962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Entering Unmasked Estep 
Score: -742051.437500 Penalty: 2161.579102
	Iteration 0F: 2 clusters Score -742051.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -736894.562500 Penalty: 4323.158203
	Iteration 0F: 3 clusters Score -736894.6 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -738221.250000 Penalty: 4323.158203
	Iteration 1F: 3 clusters Score -738221.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -738505.062500 Penalty: 4323.158203
	Iteration 2F: 3 clusters Score -738505.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -738702.375000 Penalty: 4323.158203
	Iteration 3F: 3 clusters Score -738702.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -738857.500000 Penalty: 4323.158203
	Iteration 4Q: 3 clusters Score -738857.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -739001.750000 Penalty: 4323.158203
	Iteration 5Q: 3 clusters Score -739001.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -739108.562500 Penalty: 4323.158203
	Iteration 6Q: 3 clusters Score -739108.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -739231.187500 Penalty: 4323.158203
	Iteration 7Q: 3 clusters Score -739231.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -739349.000000 Penalty: 4323.158203
	Iteration 8Q: 3 clusters Score -739349 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -739455.312500 Penalty: 4323.158203
	Iteration 9Q: 3 clusters Score -739455.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -739571.437500 Penalty: 4323.158203
	Iteration 10Q: 3 clusters Score -739571.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -739679.375000 Penalty: 4323.158203
	Iteration 11Q: 3 clusters Score -739679.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -739781.500000 Penalty: 4323.158203
	Iteration 12Q: 3 clusters Score -739781.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -739889.562500 Penalty: 4323.158203
	Iteration 13Q: 3 clusters Score -739889.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -740025.812500 Penalty: 4323.158203
	Iteration 14Q: 3 clusters Score -740025.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -740199.187500 Penalty: 4323.158203
	Iteration 15Q: 3 clusters Score -740199.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -740376.937500 Penalty: 4323.158203
	Iteration 16Q: 3 clusters Score -740376.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -740485.937500 Penalty: 4323.158203
	Iteration 17Q: 3 clusters Score -740485.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -740544.875000 Penalty: 4323.158203
	Iteration 18Q: 3 clusters Score -740544.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -740585.875000 Penalty: 4323.158203
	Iteration 19Q: 3 clusters Score -740585.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -740615.375000 Penalty: 4323.158203
	Iteration 20F: 3 clusters Score -740615.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -740629.312500 Penalty: 4323.158203
	Iteration 21Q: 3 clusters Score -740629.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -740642.875000 Penalty: 4323.158203
	Iteration 22Q: 3 clusters Score -740642.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -740660.937500 Penalty: 4323.158203
	Iteration 23Q: 3 clusters Score -740660.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -740672.437500 Penalty: 4323.158203
	Iteration 24Q: 3 clusters Score -740672.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -740685.937500 Penalty: 4323.158203
	Iteration 25Q: 3 clusters Score -740685.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -740697.625000 Penalty: 4323.158203
	Iteration 26Q: 3 clusters Score -740697.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -740709.875000 Penalty: 4323.158203
	Iteration 27Q: 3 clusters Score -740709.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -740719.187500 Penalty: 4323.158203
	Iteration 28Q: 3 clusters Score -740719.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -740724.875000 Penalty: 4323.158203
	Iteration 29Q: 3 clusters Score -740724.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -740728.062500 Penalty: 4323.158203
	Iteration 30Q: 3 clusters Score -740728.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -740730.062500 Penalty: 4323.158203
	Iteration 31Q: 3 clusters Score -740730.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -740733.750000 Penalty: 4323.158203
	Iteration 32Q: 3 clusters Score -740733.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -740734.750000 Penalty: 4323.158203
	Iteration 33Q: 3 clusters Score -740734.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -740736.062500 Penalty: 4323.158203
	Iteration 34Q: 3 clusters Score -740736.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -740737.625000 Penalty: 4323.158203
	Iteration 35Q: 3 clusters Score -740737.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -740737.312500 Penalty: 4323.158203
	Iteration 36Q: 3 clusters Score -740737.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -740739.125000 Penalty: 4323.158203
	Iteration 37Q: 3 clusters Score -740739.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -740739.125000 Penalty: 4323.158203
	Iteration 38Q: 3 clusters Score -740739.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -740739.125000 Penalty: 4323.158203
	Iteration 39F: 3 clusters Score -740739.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Entering Unmasked Estep 
Score: -1382992.000000 Penalty: 2318.631348
	Iteration 0F: 2 clusters Score -1382992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1374304.875000 Penalty: 4637.262695
	Iteration 0F: 3 clusters Score -1374305 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1377010.375000 Penalty: 4637.262695
	Iteration 1F: 3 clusters Score -1377010 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1377458.375000 Penalty: 4637.262695
	Iteration 2F: 3 clusters Score -1377458 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1377834.500000 Penalty: 4637.262695
	Iteration 3F: 3 clusters Score -1377834 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1378221.750000 Penalty: 4637.262695
	Iteration 4F: 3 clusters Score -1378222 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1378619.750000 Penalty: 4637.262695
	Iteration 5F: 3 clusters Score -1378620 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1379099.500000 Penalty: 4637.262695
	Iteration 6F: 3 clusters Score -1379100 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1379668.750000 Penalty: 4637.262695
	Iteration 7F: 3 clusters Score -1379669 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1380285.375000 Penalty: 4637.262695
	Iteration 8F: 3 clusters Score -1380285 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1380766.625000 Penalty: 4637.262695
	Iteration 9F: 3 clusters Score -1380767 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1381066.250000 Penalty: 4637.262695
	Iteration 10Q: 3 clusters Score -1381066 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1381225.500000 Penalty: 4637.262695
	Iteration 11Q: 3 clusters Score -1381226 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1381310.625000 Penalty: 4637.262695
	Iteration 12Q: 3 clusters Score -1381311 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1381358.125000 Penalty: 4637.262695
	Iteration 13Q: 3 clusters Score -1381358 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1381402.500000 Penalty: 4637.262695
	Iteration 14Q: 3 clusters Score -1381402 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1381436.875000 Penalty: 4637.262695
	Iteration 15Q: 3 clusters Score -1381437 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1381457.875000 Penalty: 4637.262695
	Iteration 16Q: 3 clusters Score -1381458 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1381474.375000 Penalty: 4637.262695
	Iteration 17Q: 3 clusters Score -1381474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1381488.250000 Penalty: 4637.262695
	Iteration 18Q: 3 clusters Score -1381488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1381503.250000 Penalty: 4637.262695
	Iteration 19Q: 3 clusters Score -1381503 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1381516.625000 Penalty: 4637.262695
	Iteration 20F: 3 clusters Score -1381517 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1381530.125000 Penalty: 4637.262695
	Iteration 21Q: 3 clusters Score -1381530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1381540.875000 Penalty: 4637.262695
	Iteration 22Q: 3 clusters Score -1381541 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1381545.750000 Penalty: 4637.262695
	Iteration 23Q: 3 clusters Score -1381546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1381554.875000 Penalty: 4637.262695
	Iteration 24Q: 3 clusters Score -1381555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1381561.875000 Penalty: 4637.262695
	Iteration 25Q: 3 clusters Score -1381562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1381566.625000 Penalty: 4637.262695
	Iteration 26Q: 3 clusters Score -1381567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1381569.125000 Penalty: 4637.262695
	Iteration 27Q: 3 clusters Score -1381569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1381577.250000 Penalty: 4637.262695
	Iteration 28Q: 3 clusters Score -1381577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1381574.250000 Penalty: 4637.262695
	Iteration 29Q: 3 clusters Score -1381574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1381576.750000 Penalty: 4637.262695
	Iteration 30Q: 3 clusters Score -1381577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1381577.750000 Penalty: 4637.262695
	Iteration 31Q: 3 clusters Score -1381578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1381575.000000 Penalty: 4637.262695
	Iteration 32Q: 3 clusters Score -1381575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1381577.000000 Penalty: 4637.262695
	Iteration 33Q: 3 clusters Score -1381577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1381579.250000 Penalty: 4637.262695
	Iteration 34Q: 3 clusters Score -1381579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1381581.125000 Penalty: 4637.262695
	Iteration 35Q: 3 clusters Score -1381581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1381577.375000 Penalty: 4637.262695
	Iteration 36Q: 3 clusters Score -1381577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1381577.625000 Penalty: 4637.262695
	Iteration 37Q: 3 clusters Score -1381578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1381577.500000 Penalty: 4637.262695
	Iteration 38Q: 3 clusters Score -1381578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1381581.375000 Penalty: 4637.262695
	Iteration 39Q: 3 clusters Score -1381581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1381584.000000 Penalty: 4637.262695
	Iteration 40F: 3 clusters Score -1381584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1381581.000000 Penalty: 4637.262695
	Iteration 41Q: 3 clusters Score -1381581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1381581.625000 Penalty: 4637.262695
	Iteration 42Q: 3 clusters Score -1381582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1381581.625000 Penalty: 4637.262695
	Iteration 43F: 3 clusters Score -1381582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Entering Unmasked Estep 
Score: -447637.562500 Penalty: 2063.833252
	Iteration 0F: 2 clusters Score -447637.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -443810.656250 Penalty: 4127.666504
	Iteration 0F: 3 clusters Score -443810.7 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -444886.062500 Penalty: 4127.666504
	Iteration 1F: 3 clusters Score -444886.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -445211.593750 Penalty: 4127.666504
	Iteration 2F: 3 clusters Score -445211.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -445514.031250 Penalty: 4127.666504
	Iteration 3F: 3 clusters Score -445514 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -445757.406250 Penalty: 4127.666504
	Iteration 4F: 3 clusters Score -445757.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -445961.375000 Penalty: 4127.666504
	Iteration 5F: 3 clusters Score -445961.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -446117.718750 Penalty: 4127.666504
	Iteration 6Q: 3 clusters Score -446117.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -446236.343750 Penalty: 4127.666504
	Iteration 7Q: 3 clusters Score -446236.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -446306.156250 Penalty: 4127.666504
	Iteration 8Q: 3 clusters Score -446306.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -446378.312500 Penalty: 4127.666504
	Iteration 9Q: 3 clusters Score -446378.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -446448.812500 Penalty: 4127.666504
	Iteration 10Q: 3 clusters Score -446448.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -446497.406250 Penalty: 4127.666504
	Iteration 11Q: 3 clusters Score -446497.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -446551.656250 Penalty: 4127.666504
	Iteration 12Q: 3 clusters Score -446551.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -446580.562500 Penalty: 4127.666504
	Iteration 13Q: 3 clusters Score -446580.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -446602.406250 Penalty: 4127.666504
	Iteration 14Q: 3 clusters Score -446602.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -446618.593750 Penalty: 4127.666504
	Iteration 15Q: 3 clusters Score -446618.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -446627.562500 Penalty: 4127.666504
	Iteration 16Q: 3 clusters Score -446627.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -446641.343750 Penalty: 4127.666504
	Iteration 17Q: 3 clusters Score -446641.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -446651.906250 Penalty: 4127.666504
	Iteration 18Q: 3 clusters Score -446651.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -446663.593750 Penalty: 4127.666504
	Iteration 19Q: 3 clusters Score -446663.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -446675.093750 Penalty: 4127.666504
	Iteration 20F: 3 clusters Score -446675.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -446686.812500 Penalty: 4127.666504
	Iteration 21Q: 3 clusters Score -446686.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -446700.312500 Penalty: 4127.666504
	Iteration 22Q: 3 clusters Score -446700.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -446712.718750 Penalty: 4127.666504
	Iteration 23Q: 3 clusters Score -446712.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -446729.062500 Penalty: 4127.666504
	Iteration 24Q: 3 clusters Score -446729.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -446742.250000 Penalty: 4127.666504
	Iteration 25Q: 3 clusters Score -446742.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -446749.656250 Penalty: 4127.666504
	Iteration 26Q: 3 clusters Score -446749.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -446753.781250 Penalty: 4127.666504
	Iteration 27Q: 3 clusters Score -446753.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -446756.531250 Penalty: 4127.666504
	Iteration 28Q: 3 clusters Score -446756.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -446756.937500 Penalty: 4127.666504
	Iteration 29Q: 3 clusters Score -446756.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -446756.625000 Penalty: 4127.666504
	Iteration 30Q: 3 clusters Score -446756.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -446756.625000 Penalty: 4127.666504
	Iteration 31F: 3 clusters Score -446756.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Entering Unmasked Estep 
Score: -6160222.000000 Penalty: 2672.720947
	Iteration 0F: 2 clusters Score -6160222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -6127970.500000 Penalty: 5345.441895
	Iteration 0F: 3 clusters Score -6127970 nChanged 21918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -6140464.500000 Penalty: 5345.441895
	Iteration 1F: 3 clusters Score -6140464 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -6141132.000000 Penalty: 5345.441895
	Iteration 2Q: 3 clusters Score -6141132 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -6141900.000000 Penalty: 5345.441895
	Iteration 3Q: 3 clusters Score -6141900 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -6142855.000000 Penalty: 5345.441895
	Iteration 4Q: 3 clusters Score -6142855 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -6144084.500000 Penalty: 5345.441895
	Iteration 5Q: 3 clusters Score -6144084 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -6145444.000000 Penalty: 5345.441895
	Iteration 6F: 3 clusters Score -6145444 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -6147107.500000 Penalty: 5345.441895
	Iteration 7F: 3 clusters Score -6147108 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -6148941.000000 Penalty: 5345.441895
	Iteration 8F: 3 clusters Score -6148941 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -6150357.500000 Penalty: 5345.441895
	Iteration 9F: 3 clusters Score -6150358 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -6151240.500000 Penalty: 5345.441895
	Iteration 10Q: 3 clusters Score -6151240 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -6151707.000000 Penalty: 5345.441895
	Iteration 11Q: 3 clusters Score -6151707 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -6151949.000000 Penalty: 5345.441895
	Iteration 12Q: 3 clusters Score -6151949 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -6152130.500000 Penalty: 5345.441895
	Iteration 13Q: 3 clusters Score -6152130 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -6152321.500000 Penalty: 5345.441895
	Iteration 14Q: 3 clusters Score -6152322 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -6152496.000000 Penalty: 5345.441895
	Iteration 15Q: 3 clusters Score -6152496 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -6152616.000000 Penalty: 5345.441895
	Iteration 16Q: 3 clusters Score -6152616 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -6152771.000000 Penalty: 5345.441895
	Iteration 17Q: 3 clusters Score -6152771 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -6152948.000000 Penalty: 5345.441895
	Iteration 18Q: 3 clusters Score -6152948 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -6153056.500000 Penalty: 5345.441895
	Iteration 19Q: 3 clusters Score -6153056 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -6153216.000000 Penalty: 5345.441895
	Iteration 20F: 3 clusters Score -6153216 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -6153332.500000 Penalty: 5345.441895
	Iteration 21Q: 3 clusters Score -6153332 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -6153498.000000 Penalty: 5345.441895
	Iteration 22Q: 3 clusters Score -6153498 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -6153672.000000 Penalty: 5345.441895
	Iteration 23Q: 3 clusters Score -6153672 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -6153889.000000 Penalty: 5345.441895
	Iteration 24Q: 3 clusters Score -6153889 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -6154032.000000 Penalty: 5345.441895
	Iteration 25Q: 3 clusters Score -6154032 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -6154206.000000 Penalty: 5345.441895
	Iteration 26Q: 3 clusters Score -6154206 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -6154416.500000 Penalty: 5345.441895
	Iteration 27Q: 3 clusters Score -6154416 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -6154583.500000 Penalty: 5345.441895
	Iteration 28Q: 3 clusters Score -6154584 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -6154727.000000 Penalty: 5345.441895
	Iteration 29Q: 3 clusters Score -6154727 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -6154936.500000 Penalty: 5345.441895
	Iteration 30Q: 3 clusters Score -6154936 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -6155107.000000 Penalty: 5345.441895
	Iteration 31Q: 3 clusters Score -6155107 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -6155279.000000 Penalty: 5345.441895
	Iteration 32Q: 3 clusters Score -6155279 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -6155445.000000 Penalty: 5345.441895
	Iteration 33Q: 3 clusters Score -6155445 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -6155672.000000 Penalty: 5345.441895
	Iteration 34Q: 3 clusters Score -6155672 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -6155838.000000 Penalty: 5345.441895
	Iteration 35Q: 3 clusters Score -6155838 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -6156020.000000 Penalty: 5345.441895
	Iteration 36Q: 3 clusters Score -6156020 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -6156237.000000 Penalty: 5345.441895
	Iteration 37Q: 3 clusters Score -6156237 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -6156439.500000 Penalty: 5345.441895
	Iteration 38Q: 3 clusters Score -6156440 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -6156592.500000 Penalty: 5345.441895
	Iteration 39Q: 3 clusters Score -6156592 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -6156760.000000 Penalty: 5345.441895
	Iteration 40F: 3 clusters Score -6156760 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -6156932.500000 Penalty: 5345.441895
	Iteration 41Q: 3 clusters Score -6156932 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -6157077.500000 Penalty: 5345.441895
	Iteration 42Q: 3 clusters Score -6157078 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -6157196.500000 Penalty: 5345.441895
	Iteration 43Q: 3 clusters Score -6157196 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -6157270.500000 Penalty: 5345.441895
	Iteration 44Q: 3 clusters Score -6157270 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -6157370.500000 Penalty: 5345.441895
	Iteration 45Q: 3 clusters Score -6157370 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -6157480.500000 Penalty: 5345.441895
	Iteration 46Q: 3 clusters Score -6157480 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -6157567.000000 Penalty: 5345.441895
	Iteration 47Q: 3 clusters Score -6157567 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -6157666.500000 Penalty: 5345.441895
	Iteration 48Q: 3 clusters Score -6157666 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -6157722.500000 Penalty: 5345.441895
	Iteration 49Q: 3 clusters Score -6157722 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -6157803.000000 Penalty: 5345.441895
	Iteration 50Q: 3 clusters Score -6157803 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -6157842.500000 Penalty: 5345.441895
	Iteration 51Q: 3 clusters Score -6157842 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -6157910.000000 Penalty: 5345.441895
	Iteration 52Q: 3 clusters Score -6157910 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -6157966.000000 Penalty: 5345.441895
	Iteration 53Q: 3 clusters Score -6157966 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -6158002.000000 Penalty: 5345.441895
	Iteration 54Q: 3 clusters Score -6158002 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -6158004.500000 Penalty: 5345.441895
	Iteration 55Q: 3 clusters Score -6158004 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -6158045.000000 Penalty: 5345.441895
	Iteration 56Q: 3 clusters Score -6158045 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -6158066.000000 Penalty: 5345.441895
	Iteration 57Q: 3 clusters Score -6158066 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -6158074.000000 Penalty: 5345.441895
	Iteration 58Q: 3 clusters Score -6158074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -6158098.500000 Penalty: 5345.441895
	Iteration 59Q: 3 clusters Score -6158098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -6158116.000000 Penalty: 5345.441895
	Iteration 60F: 3 clusters Score -6158116 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -6158127.500000 Penalty: 5345.441895
	Iteration 61Q: 3 clusters Score -6158128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -6158140.500000 Penalty: 5345.441895
	Iteration 62Q: 3 clusters Score -6158140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -6158149.000000 Penalty: 5345.441895
	Iteration 63Q: 3 clusters Score -6158149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -6158163.500000 Penalty: 5345.441895
	Iteration 64Q: 3 clusters Score -6158164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -6158182.500000 Penalty: 5345.441895
	Iteration 65Q: 3 clusters Score -6158182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -6158194.500000 Penalty: 5345.441895
	Iteration 66Q: 3 clusters Score -6158194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -6158198.500000 Penalty: 5345.441895
	Iteration 67Q: 3 clusters Score -6158198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -6158212.500000 Penalty: 5345.441895
	Iteration 68Q: 3 clusters Score -6158212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -6158219.500000 Penalty: 5345.441895
	Iteration 69Q: 3 clusters Score -6158220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -6158231.000000 Penalty: 5345.441895
	Iteration 70Q: 3 clusters Score -6158231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -6158234.000000 Penalty: 5345.441895
	Iteration 71Q: 3 clusters Score -6158234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -6158244.000000 Penalty: 5345.441895
	Iteration 72Q: 3 clusters Score -6158244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -6158253.000000 Penalty: 5345.441895
	Iteration 73Q: 3 clusters Score -6158253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -6158259.000000 Penalty: 5345.441895
	Iteration 74Q: 3 clusters Score -6158259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -6158270.500000 Penalty: 5345.441895
	Iteration 75Q: 3 clusters Score -6158270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -6158271.000000 Penalty: 5345.441895
	Iteration 76Q: 3 clusters Score -6158271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -6158269.500000 Penalty: 5345.441895
	Iteration 77Q: 3 clusters Score -6158270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -6158269.000000 Penalty: 5345.441895
	Iteration 78Q: 3 clusters Score -6158269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -6158264.000000 Penalty: 5345.441895
	Iteration 79Q: 3 clusters Score -6158264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -6158268.000000 Penalty: 5345.441895
	Iteration 80F: 3 clusters Score -6158268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -6158271.000000 Penalty: 5345.441895
	Iteration 81Q: 3 clusters Score -6158271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -6158269.000000 Penalty: 5345.441895
	Iteration 82Q: 3 clusters Score -6158269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -6158264.500000 Penalty: 5345.441895
	Iteration 83Q: 3 clusters Score -6158264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -6158259.000000 Penalty: 5345.441895
	Iteration 84Q: 3 clusters Score -6158259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -6158267.000000 Penalty: 5345.441895
	Iteration 85Q: 3 clusters Score -6158267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -6158262.000000 Penalty: 5345.441895
	Iteration 86Q: 3 clusters Score -6158262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -6158270.500000 Penalty: 5345.441895
	Iteration 87Q: 3 clusters Score -6158270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -6158278.000000 Penalty: 5345.441895
	Iteration 88Q: 3 clusters Score -6158278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -6158277.000000 Penalty: 5345.441895
	Iteration 89Q: 3 clusters Score -6158277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -6158277.000000 Penalty: 5345.441895
	Iteration 90Q: 3 clusters Score -6158277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -6158279.500000 Penalty: 5345.441895
	Iteration 91Q: 3 clusters Score -6158280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -6158279.500000 Penalty: 5345.441895
	Iteration 92Q: 3 clusters Score -6158280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -6158279.500000 Penalty: 5345.441895
	Iteration 93F: 3 clusters Score -6158280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -89436.687500 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -89436.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -87642.601562 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -87642.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -87897.429688 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -87897.43 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -88048.210938 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -88048.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88268.101562 Penalty: 3328.419434
	Iteration 3F: 3 clusters Score -88268.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88748.187500 Penalty: 3328.419434
	Iteration 4F: 3 clusters Score -88748.19 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -89093.773438 Penalty: 3328.419434
	Iteration 5F: 3 clusters Score -89093.77 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -89229.968750 Penalty: 3328.419434
	Iteration 6F: 3 clusters Score -89229.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -89311.062500 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -89311.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -89381.554688 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -89381.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -89426.375000 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -89426.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -89439.687500 Penalty: 3328.419434
	Iteration 10Q: 3 clusters Score -89439.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -89455.960938 Penalty: 3328.419434
	Iteration 11Q: 3 clusters Score -89455.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -89488.468750 Penalty: 3328.419434
	Iteration 12Q: 3 clusters Score -89488.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -89499.914062 Penalty: 3328.419434
	Iteration 13Q: 3 clusters Score -89499.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -89502.890625 Penalty: 3328.419434
	Iteration 14Q: 3 clusters Score -89502.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -89509.351562 Penalty: 3328.419434
	Iteration 15Q: 3 clusters Score -89509.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -89510.789062 Penalty: 3328.419434
	Iteration 16Q: 3 clusters Score -89510.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -89517.156250 Penalty: 3328.419434
	Iteration 17Q: 3 clusters Score -89517.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -89517.156250 Penalty: 3328.419434
	Iteration 18F: 3 clusters Score -89517.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 103363 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10604 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8620 members 
Mstep: Class 8 contains 48510 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 13170 members 
Mstep: Class 12 contains 10423 members 
Mstep: Class 13 contains 15408 members 
Mstep: Class 14 contains 181670 members 
Mstep: Class 15 contains 7892 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89260 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70872 members 
Mstep: Class 21 contains 36076 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11491 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 47911 members 
Mstep: Class 26 contains 179 members 
Mstep: Class 27 contains 92812 members 
Mstep: Class 28 contains 5449 members 
Mstep: Class 29 contains 19327 members 
Mstep: Class 30 contains 20665 members 
Mstep: Class 31 contains 170789 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18705 members 
Mstep: Class 35 contains 8699 members 
Mstep: Class 36 contains 8623 members 
Mstep: Class 37 contains 4215 members 
Mstep: Class 38 contains 494 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1365 members 
Mstep: Class 42 contains 642 members 
Entering Unmasked Estep 
Score: -150943632.000000 Penalty: 145916.250000
Splitting cluster 26 changes total score from -150944976.000000 to -150943632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (92812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92812 members 
Entering Unmasked Estep 
Score: -11190593.000000 Penalty: 2836.706299
	Iteration 0F: 2 clusters Score -1.119059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -11128543.000000 Penalty: 5673.412598
	Iteration 0F: 3 clusters Score -1.112854e+07 nChanged 43764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -11153837.000000 Penalty: 5673.412598
	Iteration 1F: 3 clusters Score -1.115384e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -11155425.000000 Penalty: 5673.412598
	Iteration 2Q: 3 clusters Score -1.115542e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -11157717.000000 Penalty: 5673.412598
	Iteration 3F: 3 clusters Score -1.115772e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -11160758.000000 Penalty: 5673.412598
	Iteration 4F: 3 clusters Score -1.116076e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -11164074.000000 Penalty: 5673.412598
	Iteration 5F: 3 clusters Score -1.116407e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -11167764.000000 Penalty: 5673.412598
	Iteration 6F: 3 clusters Score -1.116776e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -11171188.000000 Penalty: 5673.412598
	Iteration 7F: 3 clusters Score -1.117119e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57218 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -11174070.000000 Penalty: 5673.412598
	Iteration 8F: 3 clusters Score -1.117407e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -11176252.000000 Penalty: 5673.412598
	Iteration 9Q: 3 clusters Score -1.117625e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60873 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -11177662.000000 Penalty: 5673.412598
	Iteration 10Q: 3 clusters Score -1.117766e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62595 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -11178612.000000 Penalty: 5673.412598
	Iteration 11Q: 3 clusters Score -1.117861e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -11179310.000000 Penalty: 5673.412598
	Iteration 12Q: 3 clusters Score -1.117931e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65870 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -11179968.000000 Penalty: 5673.412598
	Iteration 13Q: 3 clusters Score -1.117997e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67512 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -11180536.000000 Penalty: 5673.412598
	Iteration 14Q: 3 clusters Score -1.118054e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -11180996.000000 Penalty: 5673.412598
	Iteration 15Q: 3 clusters Score -1.1181e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -11181495.000000 Penalty: 5673.412598
	Iteration 16Q: 3 clusters Score -1.11815e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72168 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -11181997.000000 Penalty: 5673.412598
	Iteration 17Q: 3 clusters Score -1.1182e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73738 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -11182492.000000 Penalty: 5673.412598
	Iteration 18Q: 3 clusters Score -1.118249e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75314 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -11183079.000000 Penalty: 5673.412598
	Iteration 19Q: 3 clusters Score -1.118308e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76898 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -11183623.000000 Penalty: 5673.412598
	Iteration 20F: 3 clusters Score -1.118362e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78505 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -11184223.000000 Penalty: 5673.412598
	Iteration 21Q: 3 clusters Score -1.118422e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -11184762.000000 Penalty: 5673.412598
	Iteration 22Q: 3 clusters Score -1.118476e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81479 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -11185312.000000 Penalty: 5673.412598
	Iteration 23Q: 3 clusters Score -1.118531e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -11185815.000000 Penalty: 5673.412598
	Iteration 24Q: 3 clusters Score -1.118582e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84161 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -11186374.000000 Penalty: 5673.412598
	Iteration 25Q: 3 clusters Score -1.118637e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85371 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -11186892.000000 Penalty: 5673.412598
	Iteration 26Q: 3 clusters Score -1.118689e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86437 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -11187387.000000 Penalty: 5673.412598
	Iteration 27Q: 3 clusters Score -1.118739e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -11187750.000000 Penalty: 5673.412598
	Iteration 28Q: 3 clusters Score -1.118775e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88046 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -11188171.000000 Penalty: 5673.412598
	Iteration 29Q: 3 clusters Score -1.118817e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88595 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -11188539.000000 Penalty: 5673.412598
	Iteration 30Q: 3 clusters Score -1.118854e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -11188778.000000 Penalty: 5673.412598
	Iteration 31Q: 3 clusters Score -1.118878e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89337 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -11189015.000000 Penalty: 5673.412598
	Iteration 32Q: 3 clusters Score -1.118902e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89597 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -11189326.000000 Penalty: 5673.412598
	Iteration 33Q: 3 clusters Score -1.118933e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -11189655.000000 Penalty: 5673.412598
	Iteration 34Q: 3 clusters Score -1.118966e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89888 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -11189905.000000 Penalty: 5673.412598
	Iteration 35Q: 3 clusters Score -1.11899e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -11190046.000000 Penalty: 5673.412598
	Iteration 36Q: 3 clusters Score -1.119005e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89944 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -11190094.000000 Penalty: 5673.412598
	Iteration 37Q: 3 clusters Score -1.119009e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -11190102.000000 Penalty: 5673.412598
	Iteration 38Q: 3 clusters Score -1.11901e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89932 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -11190127.000000 Penalty: 5673.412598
	Iteration 39Q: 3 clusters Score -1.119013e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89931 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -11190141.000000 Penalty: 5673.412598
	Iteration 40F: 3 clusters Score -1.119014e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -11190141.000000 Penalty: 5673.412598
	Iteration 41Q: 3 clusters Score -1.119014e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89918 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -11190156.000000 Penalty: 5673.412598
	Iteration 42Q: 3 clusters Score -1.119016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89914 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -11190174.000000 Penalty: 5673.412598
	Iteration 43Q: 3 clusters Score -1.119017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -11190171.000000 Penalty: 5673.412598
	Iteration 44Q: 3 clusters Score -1.119017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89915 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -11190180.000000 Penalty: 5673.412598
	Iteration 45Q: 3 clusters Score -1.119018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -11190175.000000 Penalty: 5673.412598
	Iteration 46Q: 3 clusters Score -1.119018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89915 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -11190185.000000 Penalty: 5673.412598
	Iteration 47Q: 3 clusters Score -1.119018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89915 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -11190182.000000 Penalty: 5673.412598
	Iteration 48Q: 3 clusters Score -1.119018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -11190178.000000 Penalty: 5673.412598
	Iteration 49Q: 3 clusters Score -1.119018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89917 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -11190182.000000 Penalty: 5673.412598
	Iteration 50Q: 3 clusters Score -1.119018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89918 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -11190180.000000 Penalty: 5673.412598
	Iteration 51Q: 3 clusters Score -1.119018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89922 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -11190194.000000 Penalty: 5673.412598
	Iteration 52Q: 3 clusters Score -1.119019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89922 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -11190186.000000 Penalty: 5673.412598
	Iteration 53Q: 3 clusters Score -1.119019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -11190184.000000 Penalty: 5673.412598
	Iteration 54Q: 3 clusters Score -1.119018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -11190183.000000 Penalty: 5673.412598
	Iteration 55Q: 3 clusters Score -1.119018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -11190183.000000 Penalty: 5673.412598
	Iteration 56F: 3 clusters Score -1.119018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Entering Unmasked Estep 
Score: -680571.562500 Penalty: 2133.590576
	Iteration 0F: 2 clusters Score -680571.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -675731.125000 Penalty: 4267.181152
	Iteration 0F: 3 clusters Score -675731.1 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -676958.250000 Penalty: 4267.181152
	Iteration 1F: 3 clusters Score -676958.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -677189.562500 Penalty: 4267.181152
	Iteration 2F: 3 clusters Score -677189.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -677355.187500 Penalty: 4267.181152
	Iteration 3F: 3 clusters Score -677355.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -677468.000000 Penalty: 4267.181152
	Iteration 4Q: 3 clusters Score -677468 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -677554.125000 Penalty: 4267.181152
	Iteration 5Q: 3 clusters Score -677554.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -677643.562500 Penalty: 4267.181152
	Iteration 6Q: 3 clusters Score -677643.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -677734.250000 Penalty: 4267.181152
	Iteration 7Q: 3 clusters Score -677734.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -677814.250000 Penalty: 4267.181152
	Iteration 8Q: 3 clusters Score -677814.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -677891.000000 Penalty: 4267.181152
	Iteration 9Q: 3 clusters Score -677891 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -677970.750000 Penalty: 4267.181152
	Iteration 10Q: 3 clusters Score -677970.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -678048.687500 Penalty: 4267.181152
	Iteration 11Q: 3 clusters Score -678048.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -678128.750000 Penalty: 4267.181152
	Iteration 12Q: 3 clusters Score -678128.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -678212.812500 Penalty: 4267.181152
	Iteration 13Q: 3 clusters Score -678212.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -678294.000000 Penalty: 4267.181152
	Iteration 14Q: 3 clusters Score -678294 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -678358.375000 Penalty: 4267.181152
	Iteration 15Q: 3 clusters Score -678358.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -678426.937500 Penalty: 4267.181152
	Iteration 16Q: 3 clusters Score -678426.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -678481.812500 Penalty: 4267.181152
	Iteration 17Q: 3 clusters Score -678481.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -678528.187500 Penalty: 4267.181152
	Iteration 18Q: 3 clusters Score -678528.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -678565.812500 Penalty: 4267.181152
	Iteration 19Q: 3 clusters Score -678565.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -678588.562500 Penalty: 4267.181152
	Iteration 20F: 3 clusters Score -678588.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -678608.000000 Penalty: 4267.181152
	Iteration 21Q: 3 clusters Score -678608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -678620.000000 Penalty: 4267.181152
	Iteration 22Q: 3 clusters Score -678620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -678628.937500 Penalty: 4267.181152
	Iteration 23Q: 3 clusters Score -678628.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -678636.937500 Penalty: 4267.181152
	Iteration 24Q: 3 clusters Score -678636.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -678647.437500 Penalty: 4267.181152
	Iteration 25Q: 3 clusters Score -678647.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -678654.000000 Penalty: 4267.181152
	Iteration 26Q: 3 clusters Score -678654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -678659.437500 Penalty: 4267.181152
	Iteration 27Q: 3 clusters Score -678659.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -678664.437500 Penalty: 4267.181152
	Iteration 28Q: 3 clusters Score -678664.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -678676.312500 Penalty: 4267.181152
	Iteration 29Q: 3 clusters Score -678676.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -678711.500000 Penalty: 4267.181152
	Iteration 30Q: 3 clusters Score -678711.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -678845.062500 Penalty: 4267.181152
	Iteration 31Q: 3 clusters Score -678845.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -679031.562500 Penalty: 4267.181152
	Iteration 32Q: 3 clusters Score -679031.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -679105.062500 Penalty: 4267.181152
	Iteration 33Q: 3 clusters Score -679105.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -679148.125000 Penalty: 4267.181152
	Iteration 34Q: 3 clusters Score -679148.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -679173.500000 Penalty: 4267.181152
	Iteration 35Q: 3 clusters Score -679173.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -679189.562500 Penalty: 4267.181152
	Iteration 36Q: 3 clusters Score -679189.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -679198.562500 Penalty: 4267.181152
	Iteration 37Q: 3 clusters Score -679198.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -679204.937500 Penalty: 4267.181152
	Iteration 38Q: 3 clusters Score -679204.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -679210.312500 Penalty: 4267.181152
	Iteration 39Q: 3 clusters Score -679210.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -679214.187500 Penalty: 4267.181152
	Iteration 40F: 3 clusters Score -679214.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -679216.000000 Penalty: 4267.181152
	Iteration 41Q: 3 clusters Score -679216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -679221.437500 Penalty: 4267.181152
	Iteration 42Q: 3 clusters Score -679221.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -679222.687500 Penalty: 4267.181152
	Iteration 43Q: 3 clusters Score -679222.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -679224.750000 Penalty: 4267.181152
	Iteration 44Q: 3 clusters Score -679224.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -679225.125000 Penalty: 4267.181152
	Iteration 45Q: 3 clusters Score -679225.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -679227.812500 Penalty: 4267.181152
	Iteration 46Q: 3 clusters Score -679227.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -679228.125000 Penalty: 4267.181152
	Iteration 47Q: 3 clusters Score -679228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -679228.687500 Penalty: 4267.181152
	Iteration 48Q: 3 clusters Score -679228.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -679229.562500 Penalty: 4267.181152
	Iteration 49Q: 3 clusters Score -679229.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -679229.375000 Penalty: 4267.181152
	Iteration 50Q: 3 clusters Score -679229.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -679232.062500 Penalty: 4267.181152
	Iteration 51Q: 3 clusters Score -679232.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -679232.375000 Penalty: 4267.181152
	Iteration 52Q: 3 clusters Score -679232.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -679232.937500 Penalty: 4267.181152
	Iteration 53Q: 3 clusters Score -679232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -679232.875000 Penalty: 4267.181152
	Iteration 54Q: 3 clusters Score -679232.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -679232.937500 Penalty: 4267.181152
	Iteration 55Q: 3 clusters Score -679232.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -679234.437500 Penalty: 4267.181152
	Iteration 56Q: 3 clusters Score -679234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -679234.437500 Penalty: 4267.181152
	Iteration 57F: 3 clusters Score -679234.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Entering Unmasked Estep 
Score: -2479669.500000 Penalty: 2447.575928
	Iteration 0F: 2 clusters Score -2479670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2466170.000000 Penalty: 4895.151855
	Iteration 0F: 3 clusters Score -2466170 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2470733.000000 Penalty: 4895.151855
	Iteration 1F: 3 clusters Score -2470733 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2471093.750000 Penalty: 4895.151855
	Iteration 2F: 3 clusters Score -2471094 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2471371.250000 Penalty: 4895.151855
	Iteration 3Q: 3 clusters Score -2471371 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2471644.250000 Penalty: 4895.151855
	Iteration 4Q: 3 clusters Score -2471644 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2471948.250000 Penalty: 4895.151855
	Iteration 5Q: 3 clusters Score -2471948 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2472265.000000 Penalty: 4895.151855
	Iteration 6Q: 3 clusters Score -2472265 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2472665.000000 Penalty: 4895.151855
	Iteration 7Q: 3 clusters Score -2472665 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2473174.500000 Penalty: 4895.151855
	Iteration 8Q: 3 clusters Score -2473174 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2473903.000000 Penalty: 4895.151855
	Iteration 9F: 3 clusters Score -2473903 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2474857.500000 Penalty: 4895.151855
	Iteration 10F: 3 clusters Score -2474858 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2475763.750000 Penalty: 4895.151855
	Iteration 11F: 3 clusters Score -2475764 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2476451.500000 Penalty: 4895.151855
	Iteration 12Q: 3 clusters Score -2476452 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2476905.000000 Penalty: 4895.151855
	Iteration 13Q: 3 clusters Score -2476905 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2477191.250000 Penalty: 4895.151855
	Iteration 14Q: 3 clusters Score -2477191 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2477342.750000 Penalty: 4895.151855
	Iteration 15Q: 3 clusters Score -2477343 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2477441.750000 Penalty: 4895.151855
	Iteration 16Q: 3 clusters Score -2477442 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2477506.000000 Penalty: 4895.151855
	Iteration 17Q: 3 clusters Score -2477506 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2477567.250000 Penalty: 4895.151855
	Iteration 18Q: 3 clusters Score -2477567 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2477609.000000 Penalty: 4895.151855
	Iteration 19Q: 3 clusters Score -2477609 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2477655.250000 Penalty: 4895.151855
	Iteration 20F: 3 clusters Score -2477655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2477674.250000 Penalty: 4895.151855
	Iteration 21Q: 3 clusters Score -2477674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2477690.250000 Penalty: 4895.151855
	Iteration 22Q: 3 clusters Score -2477690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2477700.250000 Penalty: 4895.151855
	Iteration 23Q: 3 clusters Score -2477700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2477712.250000 Penalty: 4895.151855
	Iteration 24Q: 3 clusters Score -2477712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2477712.250000 Penalty: 4895.151855
	Iteration 25Q: 3 clusters Score -2477712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2477713.250000 Penalty: 4895.151855
	Iteration 26Q: 3 clusters Score -2477713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2477713.250000 Penalty: 4895.151855
	Iteration 27Q: 3 clusters Score -2477713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2477717.250000 Penalty: 4895.151855
	Iteration 28Q: 3 clusters Score -2477717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2477719.000000 Penalty: 4895.151855
	Iteration 29Q: 3 clusters Score -2477719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2477717.500000 Penalty: 4895.151855
	Iteration 30Q: 3 clusters Score -2477718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2477719.500000 Penalty: 4895.151855
	Iteration 31Q: 3 clusters Score -2477720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2477719.500000 Penalty: 4895.151855
	Iteration 32F: 3 clusters Score -2477720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Entering Unmasked Estep 
Score: -2692495.000000 Penalty: 2464.176758
	Iteration 0F: 2 clusters Score -2692495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2678135.750000 Penalty: 4928.353516
	Iteration 0F: 3 clusters Score -2678136 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2682865.750000 Penalty: 4928.353516
	Iteration 1F: 3 clusters Score -2682866 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2683237.500000 Penalty: 4928.353516
	Iteration 2F: 3 clusters Score -2683238 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2683566.250000 Penalty: 4928.353516
	Iteration 3Q: 3 clusters Score -2683566 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2683866.500000 Penalty: 4928.353516
	Iteration 4Q: 3 clusters Score -2683866 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2684215.000000 Penalty: 4928.353516
	Iteration 5Q: 3 clusters Score -2684215 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2684711.250000 Penalty: 4928.353516
	Iteration 6Q: 3 clusters Score -2684711 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2685452.250000 Penalty: 4928.353516
	Iteration 7F: 3 clusters Score -2685452 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2686507.250000 Penalty: 4928.353516
	Iteration 8F: 3 clusters Score -2686507 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2687679.250000 Penalty: 4928.353516
	Iteration 9F: 3 clusters Score -2687679 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2688745.750000 Penalty: 4928.353516
	Iteration 10F: 3 clusters Score -2688746 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2689594.000000 Penalty: 4928.353516
	Iteration 11Q: 3 clusters Score -2689594 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2690188.250000 Penalty: 4928.353516
	Iteration 12Q: 3 clusters Score -2690188 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2690497.500000 Penalty: 4928.353516
	Iteration 13Q: 3 clusters Score -2690498 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2690691.500000 Penalty: 4928.353516
	Iteration 14Q: 3 clusters Score -2690692 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2690852.500000 Penalty: 4928.353516
	Iteration 15Q: 3 clusters Score -2690852 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2690988.500000 Penalty: 4928.353516
	Iteration 16Q: 3 clusters Score -2690988 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2691082.500000 Penalty: 4928.353516
	Iteration 17Q: 3 clusters Score -2691082 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2691166.750000 Penalty: 4928.353516
	Iteration 18Q: 3 clusters Score -2691167 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2691233.500000 Penalty: 4928.353516
	Iteration 19Q: 3 clusters Score -2691234 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2691300.750000 Penalty: 4928.353516
	Iteration 20F: 3 clusters Score -2691301 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2691365.750000 Penalty: 4928.353516
	Iteration 21Q: 3 clusters Score -2691366 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2691434.000000 Penalty: 4928.353516
	Iteration 22Q: 3 clusters Score -2691434 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2691483.250000 Penalty: 4928.353516
	Iteration 23Q: 3 clusters Score -2691483 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2691531.250000 Penalty: 4928.353516
	Iteration 24Q: 3 clusters Score -2691531 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2691567.000000 Penalty: 4928.353516
	Iteration 25Q: 3 clusters Score -2691567 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2691594.250000 Penalty: 4928.353516
	Iteration 26Q: 3 clusters Score -2691594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2691604.000000 Penalty: 4928.353516
	Iteration 27Q: 3 clusters Score -2691604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2691607.500000 Penalty: 4928.353516
	Iteration 28Q: 3 clusters Score -2691608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2691621.750000 Penalty: 4928.353516
	Iteration 29Q: 3 clusters Score -2691622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2691619.500000 Penalty: 4928.353516
	Iteration 30Q: 3 clusters Score -2691620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2691620.250000 Penalty: 4928.353516
	Iteration 31Q: 3 clusters Score -2691620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2691624.500000 Penalty: 4928.353516
	Iteration 32Q: 3 clusters Score -2691624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2691626.250000 Penalty: 4928.353516
	Iteration 33Q: 3 clusters Score -2691626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2691623.750000 Penalty: 4928.353516
	Iteration 34Q: 3 clusters Score -2691624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2691622.250000 Penalty: 4928.353516
	Iteration 35Q: 3 clusters Score -2691622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2691624.000000 Penalty: 4928.353516
	Iteration 36Q: 3 clusters Score -2691624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2691623.500000 Penalty: 4928.353516
	Iteration 37Q: 3 clusters Score -2691624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2691623.500000 Penalty: 4928.353516
	Iteration 38F: 3 clusters Score -2691624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (170789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170789 members 
Entering Unmasked Estep 
Score: -22130530.000000 Penalty: 2987.949707
	Iteration 0F: 2 clusters Score -2.213053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 85534 members 
Entering Unmasked Estep 
Score: -22021980.000000 Penalty: 5975.899414
	Iteration 0F: 3 clusters Score -2.202198e+07 nChanged 81881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83354 members 
Mstep: Class 2 contains 87435 members 
Entering Unmasked Estep 
Score: -22069200.000000 Penalty: 5975.899414
	Iteration 1F: 3 clusters Score -2.20692e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82408 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
Score: -22070086.000000 Penalty: 5975.899414
	Iteration 2Q: 3 clusters Score -2.207009e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 89678 members 
Entering Unmasked Estep 
Score: -22071230.000000 Penalty: 5975.899414
	Iteration 3Q: 3 clusters Score -2.207123e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79232 members 
Mstep: Class 2 contains 91557 members 
Entering Unmasked Estep 
Score: -22072806.000000 Penalty: 5975.899414
	Iteration 4Q: 3 clusters Score -2.207281e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 94173 members 
Entering Unmasked Estep 
Score: -22075150.000000 Penalty: 5975.899414
	Iteration 5Q: 3 clusters Score -2.207515e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 97941 members 
Entering Unmasked Estep 
Score: -22078422.000000 Penalty: 5975.899414
	Iteration 6Q: 3 clusters Score -2.207842e+07 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67708 members 
Mstep: Class 2 contains 103081 members 
Entering Unmasked Estep 
Score: -22083200.000000 Penalty: 5975.899414
	Iteration 7Q: 3 clusters Score -2.20832e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 109877 members 
Entering Unmasked Estep 
Score: -22089328.000000 Penalty: 5975.899414
	Iteration 8F: 3 clusters Score -2.208933e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 118325 members 
Entering Unmasked Estep 
Score: -22096330.000000 Penalty: 5975.899414
	Iteration 9F: 3 clusters Score -2.209633e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 127576 members 
Entering Unmasked Estep 
Score: -22103506.000000 Penalty: 5975.899414
	Iteration 10F: 3 clusters Score -2.210351e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 136988 members 
Entering Unmasked Estep 
Score: -22110116.000000 Penalty: 5975.899414
	Iteration 11F: 3 clusters Score -2.211012e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 145689 members 
Entering Unmasked Estep 
Score: -22116098.000000 Penalty: 5975.899414
	Iteration 12F: 3 clusters Score -2.21161e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 152831 members 
Entering Unmasked Estep 
Score: -22120726.000000 Penalty: 5975.899414
	Iteration 13Q: 3 clusters Score -2.212073e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 158282 members 
Entering Unmasked Estep 
Score: -22124060.000000 Penalty: 5975.899414
	Iteration 14Q: 3 clusters Score -2.212406e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 162171 members 
Entering Unmasked Estep 
Score: -22126010.000000 Penalty: 5975.899414
	Iteration 15Q: 3 clusters Score -2.212601e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 164767 members 
Entering Unmasked Estep 
Score: -22127032.000000 Penalty: 5975.899414
	Iteration 16Q: 3 clusters Score -2.212703e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 166435 members 
Entering Unmasked Estep 
Score: -22127496.000000 Penalty: 5975.899414
	Iteration 17Q: 3 clusters Score -2.21275e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 167488 members 
Entering Unmasked Estep 
Score: -22127868.000000 Penalty: 5975.899414
	Iteration 18Q: 3 clusters Score -2.212787e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 168151 members 
Entering Unmasked Estep 
Score: -22128004.000000 Penalty: 5975.899414
	Iteration 19Q: 3 clusters Score -2.2128e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 168570 members 
Entering Unmasked Estep 
Score: -22128084.000000 Penalty: 5975.899414
	Iteration 20F: 3 clusters Score -2.212808e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 168860 members 
Entering Unmasked Estep 
Score: -22128108.000000 Penalty: 5975.899414
	Iteration 21Q: 3 clusters Score -2.212811e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 169035 members 
Entering Unmasked Estep 
Score: -22128162.000000 Penalty: 5975.899414
	Iteration 22Q: 3 clusters Score -2.212816e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 169189 members 
Entering Unmasked Estep 
Score: -22128218.000000 Penalty: 5975.899414
	Iteration 23Q: 3 clusters Score -2.212822e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 169304 members 
Entering Unmasked Estep 
Score: -22128290.000000 Penalty: 5975.899414
	Iteration 24Q: 3 clusters Score -2.212829e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 169394 members 
Entering Unmasked Estep 
Score: -22128314.000000 Penalty: 5975.899414
	Iteration 25Q: 3 clusters Score -2.212831e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 169454 members 
Entering Unmasked Estep 
Score: -22128356.000000 Penalty: 5975.899414
	Iteration 26Q: 3 clusters Score -2.212836e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 169508 members 
Entering Unmasked Estep 
Score: -22128376.000000 Penalty: 5975.899414
	Iteration 27Q: 3 clusters Score -2.212838e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 169544 members 
Entering Unmasked Estep 
Score: -22128368.000000 Penalty: 5975.899414
	Iteration 28Q: 3 clusters Score -2.212837e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 169575 members 
Entering Unmasked Estep 
Score: -22128376.000000 Penalty: 5975.899414
	Iteration 29Q: 3 clusters Score -2.212838e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 169600 members 
Entering Unmasked Estep 
Score: -22128392.000000 Penalty: 5975.899414
	Iteration 30Q: 3 clusters Score -2.212839e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 169629 members 
Entering Unmasked Estep 
Score: -22128392.000000 Penalty: 5975.899414
	Iteration 31Q: 3 clusters Score -2.212839e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 169650 members 
Entering Unmasked Estep 
Score: -22128368.000000 Penalty: 5975.899414
	Iteration 32Q: 3 clusters Score -2.212837e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 169668 members 
Entering Unmasked Estep 
Score: -22128376.000000 Penalty: 5975.899414
	Iteration 33Q: 3 clusters Score -2.212838e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 169676 members 
Entering Unmasked Estep 
Score: -22128394.000000 Penalty: 5975.899414
	Iteration 34Q: 3 clusters Score -2.212839e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 169688 members 
Entering Unmasked Estep 
Score: -22128400.000000 Penalty: 5975.899414
	Iteration 35Q: 3 clusters Score -2.21284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 169699 members 
Entering Unmasked Estep 
Score: -22128400.000000 Penalty: 5975.899414
	Iteration 36Q: 3 clusters Score -2.21284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 169708 members 
Entering Unmasked Estep 
Score: -22128410.000000 Penalty: 5975.899414
	Iteration 37Q: 3 clusters Score -2.212841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 169715 members 
Entering Unmasked Estep 
Score: -22128412.000000 Penalty: 5975.899414
	Iteration 38Q: 3 clusters Score -2.212841e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 169723 members 
Entering Unmasked Estep 
Score: -22128418.000000 Penalty: 5975.899414
	Iteration 39Q: 3 clusters Score -2.212842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 169731 members 
Entering Unmasked Estep 
Score: -22128430.000000 Penalty: 5975.899414
	Iteration 40F: 3 clusters Score -2.212843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 169739 members 
Entering Unmasked Estep 
Score: -22128424.000000 Penalty: 5975.899414
	Iteration 41Q: 3 clusters Score -2.212842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 169747 members 
Entering Unmasked Estep 
Score: -22128436.000000 Penalty: 5975.899414
	Iteration 42Q: 3 clusters Score -2.212844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 169754 members 
Entering Unmasked Estep 
Score: -22128426.000000 Penalty: 5975.899414
	Iteration 43Q: 3 clusters Score -2.212843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 169759 members 
Entering Unmasked Estep 
Score: -22128436.000000 Penalty: 5975.899414
	Iteration 44Q: 3 clusters Score -2.212844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 169766 members 
Entering Unmasked Estep 
Score: -22128430.000000 Penalty: 5975.899414
	Iteration 45Q: 3 clusters Score -2.212843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 169775 members 
Entering Unmasked Estep 
Score: -22128436.000000 Penalty: 5975.899414
	Iteration 46Q: 3 clusters Score -2.212844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 169781 members 
Entering Unmasked Estep 
Score: -22128438.000000 Penalty: 5975.899414
	Iteration 47Q: 3 clusters Score -2.212844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 169781 members 
Entering Unmasked Estep 
Score: -22128438.000000 Penalty: 5975.899414
	Iteration 48Q: 3 clusters Score -2.212844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 169779 members 
Entering Unmasked Estep 
Score: -22128438.000000 Penalty: 5975.899414
	Iteration 49Q: 3 clusters Score -2.212844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 169782 members 
Entering Unmasked Estep 
Score: -22128436.000000 Penalty: 5975.899414
	Iteration 50Q: 3 clusters Score -2.212844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 169790 members 
Entering Unmasked Estep 
Score: -22128432.000000 Penalty: 5975.899414
	Iteration 51Q: 3 clusters Score -2.212843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 169798 members 
Entering Unmasked Estep 
Score: -22128444.000000 Penalty: 5975.899414
	Iteration 52Q: 3 clusters Score -2.212844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 169803 members 
Entering Unmasked Estep 
Score: -22128460.000000 Penalty: 5975.899414
	Iteration 53Q: 3 clusters Score -2.212846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 169807 members 
Entering Unmasked Estep 
Score: -22128464.000000 Penalty: 5975.899414
	Iteration 54Q: 3 clusters Score -2.212846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 169811 members 
Entering Unmasked Estep 
Score: -22128462.000000 Penalty: 5975.899414
	Iteration 55Q: 3 clusters Score -2.212846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 169813 members 
Entering Unmasked Estep 
Score: -22128448.000000 Penalty: 5975.899414
	Iteration 56Q: 3 clusters Score -2.212845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 169814 members 
Entering Unmasked Estep 
Score: -22128456.000000 Penalty: 5975.899414
	Iteration 57Q: 3 clusters Score -2.212846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 169813 members 
Entering Unmasked Estep 
Score: -22128460.000000 Penalty: 5975.899414
	Iteration 58Q: 3 clusters Score -2.212846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 169813 members 
Entering Unmasked Estep 
Score: -22128460.000000 Penalty: 5975.899414
	Iteration 59F: 3 clusters Score -2.212846e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -56447.343750 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -56447.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54984.957031 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -54984.96 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55150.402344 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -55150.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55189.136719 Penalty: 3069.378906
	Iteration 2Q: 3 clusters Score -55189.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55200.082031 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -55200.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55206.191406 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -55206.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55212.261719 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -55212.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55212.890625 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -55212.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55212.890625 Penalty: 3069.378906
	Iteration 7F: 3 clusters Score -55212.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -48460.484375 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -48460.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47107.574219 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -47107.57 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47652.125000 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -47652.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47989.988281 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -47989.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48243.730469 Penalty: 3074.445312
	Iteration 3F: 3 clusters Score -48243.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -48862.757812 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -48862.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49195.660156 Penalty: 3074.445312
	Iteration 5F: 3 clusters Score -49195.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49362.765625 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -49362.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49408.894531 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -49408.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49454.027344 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -49454.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49477.355469 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -49477.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49511.988281 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -49511.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49520.585938 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -49520.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49536.816406 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -49536.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49559.851562 Penalty: 3074.445312
	Iteration 13Q: 3 clusters Score -49559.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49585.792969 Penalty: 3074.445312
	Iteration 14Q: 3 clusters Score -49585.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49616.777344 Penalty: 3074.445312
	Iteration 15F: 3 clusters Score -49616.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49771.210938 Penalty: 3074.445312
	Iteration 16Q: 3 clusters Score -49771.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49771.210938 Penalty: 3074.445312
	Iteration 17F: 3 clusters Score -49771.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 103363 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10604 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8620 members 
Mstep: Class 8 contains 48510 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 13170 members 
Mstep: Class 12 contains 10423 members 
Mstep: Class 13 contains 15408 members 
Mstep: Class 14 contains 181670 members 
Mstep: Class 15 contains 7892 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89260 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70872 members 
Mstep: Class 21 contains 36076 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11491 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 47911 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92812 members 
Mstep: Class 28 contains 5449 members 
Mstep: Class 29 contains 19327 members 
Mstep: Class 30 contains 20665 members 
Mstep: Class 31 contains 170789 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 293 members 
Mstep: Class 34 contains 18705 members 
Mstep: Class 35 contains 8699 members 
Mstep: Class 36 contains 8623 members 
Mstep: Class 37 contains 4215 members 
Mstep: Class 38 contains 494 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1365 members 
Mstep: Class 42 contains 199 members 
Entering Unmasked Estep 
Score: -150944416.000000 Penalty: 145916.250000
Splitting cluster 33 changes total score from -150944976.000000 to -150944416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (18705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Entering Unmasked Estep 
Score: -2414566.750000 Penalty: 2439.463379
	Iteration 0F: 2 clusters Score -2414567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2401387.250000 Penalty: 4878.926758
	Iteration 0F: 3 clusters Score -2401387 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2405883.500000 Penalty: 4878.926758
	Iteration 1F: 3 clusters Score -2405884 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2406454.250000 Penalty: 4878.926758
	Iteration 2F: 3 clusters Score -2406454 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2406970.000000 Penalty: 4878.926758
	Iteration 3F: 3 clusters Score -2406970 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2407462.750000 Penalty: 4878.926758
	Iteration 4F: 3 clusters Score -2407463 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2407994.750000 Penalty: 4878.926758
	Iteration 5F: 3 clusters Score -2407995 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2408461.000000 Penalty: 4878.926758
	Iteration 6Q: 3 clusters Score -2408461 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2408907.750000 Penalty: 4878.926758
	Iteration 7Q: 3 clusters Score -2408908 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2409395.000000 Penalty: 4878.926758
	Iteration 8Q: 3 clusters Score -2409395 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2409972.000000 Penalty: 4878.926758
	Iteration 9Q: 3 clusters Score -2409972 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2410591.000000 Penalty: 4878.926758
	Iteration 10Q: 3 clusters Score -2410591 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2411105.500000 Penalty: 4878.926758
	Iteration 11Q: 3 clusters Score -2411106 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2411508.250000 Penalty: 4878.926758
	Iteration 12Q: 3 clusters Score -2411508 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2411817.000000 Penalty: 4878.926758
	Iteration 13Q: 3 clusters Score -2411817 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2412038.750000 Penalty: 4878.926758
	Iteration 14Q: 3 clusters Score -2412039 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2412189.750000 Penalty: 4878.926758
	Iteration 15Q: 3 clusters Score -2412190 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2412315.250000 Penalty: 4878.926758
	Iteration 16Q: 3 clusters Score -2412315 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2412401.500000 Penalty: 4878.926758
	Iteration 17Q: 3 clusters Score -2412402 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2412466.750000 Penalty: 4878.926758
	Iteration 18Q: 3 clusters Score -2412467 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2412523.000000 Penalty: 4878.926758
	Iteration 19Q: 3 clusters Score -2412523 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2412587.500000 Penalty: 4878.926758
	Iteration 20F: 3 clusters Score -2412588 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2412629.500000 Penalty: 4878.926758
	Iteration 21Q: 3 clusters Score -2412630 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2412667.000000 Penalty: 4878.926758
	Iteration 22Q: 3 clusters Score -2412667 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2412696.500000 Penalty: 4878.926758
	Iteration 23Q: 3 clusters Score -2412696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2412715.750000 Penalty: 4878.926758
	Iteration 24Q: 3 clusters Score -2412716 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2412730.750000 Penalty: 4878.926758
	Iteration 25Q: 3 clusters Score -2412731 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2412743.250000 Penalty: 4878.926758
	Iteration 26Q: 3 clusters Score -2412743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2412748.750000 Penalty: 4878.926758
	Iteration 27Q: 3 clusters Score -2412749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2412762.000000 Penalty: 4878.926758
	Iteration 28Q: 3 clusters Score -2412762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2412772.750000 Penalty: 4878.926758
	Iteration 29Q: 3 clusters Score -2412773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2412775.250000 Penalty: 4878.926758
	Iteration 30Q: 3 clusters Score -2412775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2412782.250000 Penalty: 4878.926758
	Iteration 31Q: 3 clusters Score -2412782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2412791.000000 Penalty: 4878.926758
	Iteration 32Q: 3 clusters Score -2412791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2412802.250000 Penalty: 4878.926758
	Iteration 33Q: 3 clusters Score -2412802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2412807.000000 Penalty: 4878.926758
	Iteration 34Q: 3 clusters Score -2412807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2412812.250000 Penalty: 4878.926758
	Iteration 35Q: 3 clusters Score -2412812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2412818.250000 Penalty: 4878.926758
	Iteration 36Q: 3 clusters Score -2412818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2412822.000000 Penalty: 4878.926758
	Iteration 37Q: 3 clusters Score -2412822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2412825.750000 Penalty: 4878.926758
	Iteration 38Q: 3 clusters Score -2412826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2412834.000000 Penalty: 4878.926758
	Iteration 39Q: 3 clusters Score -2412834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2412839.750000 Penalty: 4878.926758
	Iteration 40F: 3 clusters Score -2412840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2412837.750000 Penalty: 4878.926758
	Iteration 41Q: 3 clusters Score -2412838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2412840.750000 Penalty: 4878.926758
	Iteration 42Q: 3 clusters Score -2412841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2412847.250000 Penalty: 4878.926758
	Iteration 43Q: 3 clusters Score -2412847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2412843.000000 Penalty: 4878.926758
	Iteration 44Q: 3 clusters Score -2412843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2412844.750000 Penalty: 4878.926758
	Iteration 45Q: 3 clusters Score -2412845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2412849.250000 Penalty: 4878.926758
	Iteration 46Q: 3 clusters Score -2412849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2412852.000000 Penalty: 4878.926758
	Iteration 47Q: 3 clusters Score -2412852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2412851.000000 Penalty: 4878.926758
	Iteration 48Q: 3 clusters Score -2412851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2412850.500000 Penalty: 4878.926758
	Iteration 49Q: 3 clusters Score -2412850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2412857.750000 Penalty: 4878.926758
	Iteration 50Q: 3 clusters Score -2412858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2412861.250000 Penalty: 4878.926758
	Iteration 51Q: 3 clusters Score -2412861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2412865.000000 Penalty: 4878.926758
	Iteration 52Q: 3 clusters Score -2412865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2412863.250000 Penalty: 4878.926758
	Iteration 53Q: 3 clusters Score -2412863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2412865.500000 Penalty: 4878.926758
	Iteration 54Q: 3 clusters Score -2412866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2412867.000000 Penalty: 4878.926758
	Iteration 55Q: 3 clusters Score -2412867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2412864.000000 Penalty: 4878.926758
	Iteration 56Q: 3 clusters Score -2412864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2412866.500000 Penalty: 4878.926758
	Iteration 57Q: 3 clusters Score -2412866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2412870.000000 Penalty: 4878.926758
	Iteration 58Q: 3 clusters Score -2412870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2412873.500000 Penalty: 4878.926758
	Iteration 59Q: 3 clusters Score -2412874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2412872.250000 Penalty: 4878.926758
	Iteration 60F: 3 clusters Score -2412872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2412872.750000 Penalty: 4878.926758
	Iteration 61Q: 3 clusters Score -2412873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2412871.750000 Penalty: 4878.926758
	Iteration 62Q: 3 clusters Score -2412872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2412876.000000 Penalty: 4878.926758
	Iteration 63Q: 3 clusters Score -2412876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2412875.250000 Penalty: 4878.926758
	Iteration 64Q: 3 clusters Score -2412875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2412873.500000 Penalty: 4878.926758
	Iteration 65Q: 3 clusters Score -2412874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2412873.500000 Penalty: 4878.926758
	Iteration 66Q: 3 clusters Score -2412874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2412873.500000 Penalty: 4878.926758
	Iteration 67F: 3 clusters Score -2412874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Entering Unmasked Estep 
Score: -1126178.375000 Penalty: 2249.598877
	Iteration 0F: 2 clusters Score -1126178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1119266.125000 Penalty: 4499.197754
	Iteration 0F: 3 clusters Score -1119266 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1121157.375000 Penalty: 4499.197754
	Iteration 1F: 3 clusters Score -1121157 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1121419.875000 Penalty: 4499.197754
	Iteration 2F: 3 clusters Score -1121420 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1121614.125000 Penalty: 4499.197754
	Iteration 3F: 3 clusters Score -1121614 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1121772.500000 Penalty: 4499.197754
	Iteration 4Q: 3 clusters Score -1121772 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1121920.250000 Penalty: 4499.197754
	Iteration 5Q: 3 clusters Score -1121920 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1122062.000000 Penalty: 4499.197754
	Iteration 6Q: 3 clusters Score -1122062 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1122198.500000 Penalty: 4499.197754
	Iteration 7Q: 3 clusters Score -1122198 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1122349.375000 Penalty: 4499.197754
	Iteration 8Q: 3 clusters Score -1122349 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1122493.500000 Penalty: 4499.197754
	Iteration 9Q: 3 clusters Score -1122494 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1122622.750000 Penalty: 4499.197754
	Iteration 10Q: 3 clusters Score -1122623 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1122739.250000 Penalty: 4499.197754
	Iteration 11Q: 3 clusters Score -1122739 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1122840.750000 Penalty: 4499.197754
	Iteration 12Q: 3 clusters Score -1122841 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1122948.875000 Penalty: 4499.197754
	Iteration 13Q: 3 clusters Score -1122949 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1123065.500000 Penalty: 4499.197754
	Iteration 14Q: 3 clusters Score -1123066 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1123180.250000 Penalty: 4499.197754
	Iteration 15Q: 3 clusters Score -1123180 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1123298.500000 Penalty: 4499.197754
	Iteration 16Q: 3 clusters Score -1123298 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1123425.500000 Penalty: 4499.197754
	Iteration 17Q: 3 clusters Score -1123426 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1123539.375000 Penalty: 4499.197754
	Iteration 18Q: 3 clusters Score -1123539 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1123664.250000 Penalty: 4499.197754
	Iteration 19Q: 3 clusters Score -1123664 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1123771.125000 Penalty: 4499.197754
	Iteration 20F: 3 clusters Score -1123771 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1123869.125000 Penalty: 4499.197754
	Iteration 21Q: 3 clusters Score -1123869 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1123948.250000 Penalty: 4499.197754
	Iteration 22Q: 3 clusters Score -1123948 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1124020.000000 Penalty: 4499.197754
	Iteration 23Q: 3 clusters Score -1124020 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1124070.500000 Penalty: 4499.197754
	Iteration 24Q: 3 clusters Score -1124070 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1124125.250000 Penalty: 4499.197754
	Iteration 25Q: 3 clusters Score -1124125 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1124171.000000 Penalty: 4499.197754
	Iteration 26Q: 3 clusters Score -1124171 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1124207.000000 Penalty: 4499.197754
	Iteration 27Q: 3 clusters Score -1124207 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1124236.000000 Penalty: 4499.197754
	Iteration 28Q: 3 clusters Score -1124236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1124255.500000 Penalty: 4499.197754
	Iteration 29Q: 3 clusters Score -1124256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1124267.000000 Penalty: 4499.197754
	Iteration 30Q: 3 clusters Score -1124267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1124278.375000 Penalty: 4499.197754
	Iteration 31Q: 3 clusters Score -1124278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1124285.250000 Penalty: 4499.197754
	Iteration 32Q: 3 clusters Score -1124285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1124291.750000 Penalty: 4499.197754
	Iteration 33Q: 3 clusters Score -1124292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1124297.250000 Penalty: 4499.197754
	Iteration 34Q: 3 clusters Score -1124297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1124307.000000 Penalty: 4499.197754
	Iteration 35Q: 3 clusters Score -1124307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1124312.000000 Penalty: 4499.197754
	Iteration 36Q: 3 clusters Score -1124312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1124314.875000 Penalty: 4499.197754
	Iteration 37Q: 3 clusters Score -1124315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1124319.250000 Penalty: 4499.197754
	Iteration 38Q: 3 clusters Score -1124319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1124319.500000 Penalty: 4499.197754
	Iteration 39Q: 3 clusters Score -1124320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1124321.875000 Penalty: 4499.197754
	Iteration 40F: 3 clusters Score -1124322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1124325.375000 Penalty: 4499.197754
	Iteration 41Q: 3 clusters Score -1124325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1124333.875000 Penalty: 4499.197754
	Iteration 42Q: 3 clusters Score -1124334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1124336.000000 Penalty: 4499.197754
	Iteration 43Q: 3 clusters Score -1124336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1124337.875000 Penalty: 4499.197754
	Iteration 44Q: 3 clusters Score -1124338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1124338.125000 Penalty: 4499.197754
	Iteration 45Q: 3 clusters Score -1124338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1124339.375000 Penalty: 4499.197754
	Iteration 46Q: 3 clusters Score -1124339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1124339.375000 Penalty: 4499.197754
	Iteration 47F: 3 clusters Score -1124339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Entering Unmasked Estep 
Score: -1073346.375000 Penalty: 2247.422607
	Iteration 0F: 2 clusters Score -1073346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1066486.125000 Penalty: 4494.845215
	Iteration 0F: 3 clusters Score -1066486 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1068447.500000 Penalty: 4494.845215
	Iteration 1F: 3 clusters Score -1068448 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1068819.250000 Penalty: 4494.845215
	Iteration 2F: 3 clusters Score -1068819 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1069119.875000 Penalty: 4494.845215
	Iteration 3F: 3 clusters Score -1069120 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1069418.625000 Penalty: 4494.845215
	Iteration 4F: 3 clusters Score -1069419 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1069738.875000 Penalty: 4494.845215
	Iteration 5F: 3 clusters Score -1069739 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1070039.125000 Penalty: 4494.845215
	Iteration 6F: 3 clusters Score -1070039 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1070336.750000 Penalty: 4494.845215
	Iteration 7Q: 3 clusters Score -1070337 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1070571.875000 Penalty: 4494.845215
	Iteration 8Q: 3 clusters Score -1070572 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1070745.500000 Penalty: 4494.845215
	Iteration 9Q: 3 clusters Score -1070746 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1070858.500000 Penalty: 4494.845215
	Iteration 10Q: 3 clusters Score -1070858 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1070939.875000 Penalty: 4494.845215
	Iteration 11Q: 3 clusters Score -1070940 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1071001.250000 Penalty: 4494.845215
	Iteration 12Q: 3 clusters Score -1071001 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1071041.125000 Penalty: 4494.845215
	Iteration 13Q: 3 clusters Score -1071041 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1071074.500000 Penalty: 4494.845215
	Iteration 14Q: 3 clusters Score -1071074 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1071101.375000 Penalty: 4494.845215
	Iteration 15Q: 3 clusters Score -1071101 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1071120.625000 Penalty: 4494.845215
	Iteration 16Q: 3 clusters Score -1071121 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1071135.125000 Penalty: 4494.845215
	Iteration 17Q: 3 clusters Score -1071135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1071143.375000 Penalty: 4494.845215
	Iteration 18Q: 3 clusters Score -1071143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1071149.875000 Penalty: 4494.845215
	Iteration 19Q: 3 clusters Score -1071150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1071153.500000 Penalty: 4494.845215
	Iteration 20F: 3 clusters Score -1071154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1071161.250000 Penalty: 4494.845215
	Iteration 21Q: 3 clusters Score -1071161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1071163.000000 Penalty: 4494.845215
	Iteration 22Q: 3 clusters Score -1071163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1071165.000000 Penalty: 4494.845215
	Iteration 23Q: 3 clusters Score -1071165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1071170.875000 Penalty: 4494.845215
	Iteration 24Q: 3 clusters Score -1071171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1071174.625000 Penalty: 4494.845215
	Iteration 25Q: 3 clusters Score -1071175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1071175.500000 Penalty: 4494.845215
	Iteration 26Q: 3 clusters Score -1071176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1071180.000000 Penalty: 4494.845215
	Iteration 27Q: 3 clusters Score -1071180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1071182.375000 Penalty: 4494.845215
	Iteration 28Q: 3 clusters Score -1071182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1071183.750000 Penalty: 4494.845215
	Iteration 29Q: 3 clusters Score -1071184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1071187.625000 Penalty: 4494.845215
	Iteration 30Q: 3 clusters Score -1071188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1071187.625000 Penalty: 4494.845215
	Iteration 31Q: 3 clusters Score -1071188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1071189.875000 Penalty: 4494.845215
	Iteration 32Q: 3 clusters Score -1071190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1071190.375000 Penalty: 4494.845215
	Iteration 33Q: 3 clusters Score -1071190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1071191.375000 Penalty: 4494.845215
	Iteration 34Q: 3 clusters Score -1071191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1071192.375000 Penalty: 4494.845215
	Iteration 35Q: 3 clusters Score -1071192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1071193.375000 Penalty: 4494.845215
	Iteration 36Q: 3 clusters Score -1071193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1071193.625000 Penalty: 4494.845215
	Iteration 37Q: 3 clusters Score -1071194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1071194.875000 Penalty: 4494.845215
	Iteration 38Q: 3 clusters Score -1071195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1071197.500000 Penalty: 4494.845215
	Iteration 39Q: 3 clusters Score -1071198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1071197.500000 Penalty: 4494.845215
	Iteration 40F: 3 clusters Score -1071198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Entering Unmasked Estep 
Score: -485758.906250 Penalty: 2069.908447
	Iteration 0F: 2 clusters Score -485758.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -481826.468750 Penalty: 4139.816895
	Iteration 0F: 3 clusters Score -481826.5 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -483037.875000 Penalty: 4139.816895
	Iteration 1F: 3 clusters Score -483037.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -483458.406250 Penalty: 4139.816895
	Iteration 2F: 3 clusters Score -483458.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -483825.406250 Penalty: 4139.816895
	Iteration 3F: 3 clusters Score -483825.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -484114.906250 Penalty: 4139.816895
	Iteration 4F: 3 clusters Score -484114.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -484351.937500 Penalty: 4139.816895
	Iteration 5Q: 3 clusters Score -484351.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -484527.093750 Penalty: 4139.816895
	Iteration 6Q: 3 clusters Score -484527.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -484632.531250 Penalty: 4139.816895
	Iteration 7Q: 3 clusters Score -484632.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -484690.406250 Penalty: 4139.816895
	Iteration 8Q: 3 clusters Score -484690.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -484718.125000 Penalty: 4139.816895
	Iteration 9Q: 3 clusters Score -484718.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -484734.531250 Penalty: 4139.816895
	Iteration 10Q: 3 clusters Score -484734.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -484745.062500 Penalty: 4139.816895
	Iteration 11Q: 3 clusters Score -484745.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -484750.593750 Penalty: 4139.816895
	Iteration 12Q: 3 clusters Score -484750.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -484754.750000 Penalty: 4139.816895
	Iteration 13Q: 3 clusters Score -484754.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -484760.281250 Penalty: 4139.816895
	Iteration 14Q: 3 clusters Score -484760.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -484768.375000 Penalty: 4139.816895
	Iteration 15Q: 3 clusters Score -484768.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -484775.687500 Penalty: 4139.816895
	Iteration 16Q: 3 clusters Score -484775.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -484780.156250 Penalty: 4139.816895
	Iteration 17Q: 3 clusters Score -484780.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -484784.968750 Penalty: 4139.816895
	Iteration 18Q: 3 clusters Score -484785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -484787.875000 Penalty: 4139.816895
	Iteration 19Q: 3 clusters Score -484787.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -484791.687500 Penalty: 4139.816895
	Iteration 20F: 3 clusters Score -484791.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -484796.343750 Penalty: 4139.816895
	Iteration 21Q: 3 clusters Score -484796.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -484799.718750 Penalty: 4139.816895
	Iteration 22Q: 3 clusters Score -484799.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -484800.937500 Penalty: 4139.816895
	Iteration 23Q: 3 clusters Score -484800.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -484803.093750 Penalty: 4139.816895
	Iteration 24Q: 3 clusters Score -484803.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -484804.750000 Penalty: 4139.816895
	Iteration 25Q: 3 clusters Score -484804.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -484805.750000 Penalty: 4139.816895
	Iteration 26Q: 3 clusters Score -484805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -484806.687500 Penalty: 4139.816895
	Iteration 27Q: 3 clusters Score -484806.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -484807.687500 Penalty: 4139.816895
	Iteration 28Q: 3 clusters Score -484807.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -484807.968750 Penalty: 4139.816895
	Iteration 29Q: 3 clusters Score -484808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -484808.531250 Penalty: 4139.816895
	Iteration 30Q: 3 clusters Score -484808.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -484808.531250 Penalty: 4139.816895
	Iteration 31F: 3 clusters Score -484808.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -54787.511719 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -54787.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53298.839844 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -53298.84 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53533.601562 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -53533.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53610.714844 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -53610.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53681.179688 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -53681.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53833.160156 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -53833.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53956.437500 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -53956.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54029.867188 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -54029.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54109.675781 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -54109.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54170.476562 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -54170.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54220.011719 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -54220.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54263.902344 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -54263.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54301.843750 Penalty: 3076.457764
	Iteration 11Q: 3 clusters Score -54301.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54371.285156 Penalty: 3076.457764
	Iteration 12Q: 3 clusters Score -54371.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54445.929688 Penalty: 3076.457764
	Iteration 13Q: 3 clusters Score -54445.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -54583.226562 Penalty: 3076.457764
	Iteration 14Q: 3 clusters Score -54583.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54739.664062 Penalty: 3076.457764
	Iteration 15Q: 3 clusters Score -54739.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54763.703125 Penalty: 3076.457764
	Iteration 16Q: 3 clusters Score -54763.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54771.761719 Penalty: 3076.457764
	Iteration 17Q: 3 clusters Score -54771.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54773.207031 Penalty: 3076.457764
	Iteration 18Q: 3 clusters Score -54773.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54773.234375 Penalty: 3076.457764
	Iteration 19F: 3 clusters Score -54773.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54787.484375 Penalty: 3076.457764
	Iteration 20F: 3 clusters Score -54787.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54798.707031 Penalty: 3076.457764
	Iteration 21Q: 3 clusters Score -54798.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54807.160156 Penalty: 3076.457764
	Iteration 22Q: 3 clusters Score -54807.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54813.546875 Penalty: 3076.457764
	Iteration 23Q: 3 clusters Score -54813.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54828.070312 Penalty: 3076.457764
	Iteration 24Q: 3 clusters Score -54828.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54834.914062 Penalty: 3076.457764
	Iteration 25Q: 3 clusters Score -54834.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54843.199219 Penalty: 3076.457764
	Iteration 26Q: 3 clusters Score -54843.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -54848.238281 Penalty: 3076.457764
	Iteration 27Q: 3 clusters Score -54848.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -54848.671875 Penalty: 3076.457764
	Iteration 28F: 3 clusters Score -54848.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54855.433594 Penalty: 3076.457764
	Iteration 29Q: 3 clusters Score -54855.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54855.433594 Penalty: 3076.457764
	Iteration 30F: 3 clusters Score -54855.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 103363 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10604 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8620 members 
Mstep: Class 8 contains 48510 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 13170 members 
Mstep: Class 12 contains 10423 members 
Mstep: Class 13 contains 15408 members 
Mstep: Class 14 contains 181670 members 
Mstep: Class 15 contains 7892 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89260 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70872 members 
Mstep: Class 21 contains 36076 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11491 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 47911 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92812 members 
Mstep: Class 28 contains 5449 members 
Mstep: Class 29 contains 19327 members 
Mstep: Class 30 contains 20665 members 
Mstep: Class 31 contains 170789 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18705 members 
Mstep: Class 35 contains 8699 members 
Mstep: Class 36 contains 8623 members 
Mstep: Class 37 contains 4215 members 
Mstep: Class 38 contains 260 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1365 members 
Mstep: Class 42 contains 234 members 
Entering Unmasked Estep 
Score: -150943296.000000 Penalty: 145916.250000
Splitting cluster 38 changes total score from -150944976.000000 to -150943296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -83519.117188 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -83519.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -81833.031250 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -81833.03 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -82120.804688 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -82120.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -82270.148438 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -82270.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82342.640625 Penalty: 3246.493408
	Iteration 3Q: 3 clusters Score -82342.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -82378.406250 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -82378.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -82401.617188 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -82401.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -82416.664062 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -82416.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -82422.359375 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -82422.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -82422.359375 Penalty: 3246.493408
	Iteration 8F: 3 clusters Score -82422.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -106267.593750 Penalty: 1709.626709
	Iteration 0F: 2 clusters Score -106267.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104386.304688 Penalty: 3419.253418
	Iteration 0F: 3 clusters Score -104386.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -104844.734375 Penalty: 3419.253418
	Iteration 1F: 3 clusters Score -104844.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -105172.679688 Penalty: 3419.253418
	Iteration 2F: 3 clusters Score -105172.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -105450.437500 Penalty: 3419.253418
	Iteration 3F: 3 clusters Score -105450.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -105650.414062 Penalty: 3419.253418
	Iteration 4F: 3 clusters Score -105650.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -105864.914062 Penalty: 3419.253418
	Iteration 5F: 3 clusters Score -105864.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -106037.117188 Penalty: 3419.253418
	Iteration 6Q: 3 clusters Score -106037.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -106201.382812 Penalty: 3419.253418
	Iteration 7Q: 3 clusters Score -106201.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -106440.000000 Penalty: 3419.253418
	Iteration 8F: 3 clusters Score -106440 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -106808.242188 Penalty: 3419.253418
	Iteration 9F: 3 clusters Score -106808.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -107178.890625 Penalty: 3419.253418
	Iteration 10Q: 3 clusters Score -107178.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -107612.101562 Penalty: 3419.253418
	Iteration 11Q: 3 clusters Score -107612.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -107767.945312 Penalty: 3419.253418
	Iteration 12Q: 3 clusters Score -107767.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -107767.945312 Penalty: 3419.253418
	Iteration 13F: 3 clusters Score -107767.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 103363 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10604 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8620 members 
Mstep: Class 8 contains 48510 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 13170 members 
Mstep: Class 12 contains 10423 members 
Mstep: Class 13 contains 15408 members 
Mstep: Class 14 contains 181670 members 
Mstep: Class 15 contains 7892 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89260 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70872 members 
Mstep: Class 21 contains 36076 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11491 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 47911 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92812 members 
Mstep: Class 28 contains 5449 members 
Mstep: Class 29 contains 19327 members 
Mstep: Class 30 contains 20665 members 
Mstep: Class 31 contains 170789 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18705 members 
Mstep: Class 35 contains 8699 members 
Mstep: Class 36 contains 8623 members 
Mstep: Class 37 contains 4215 members 
Mstep: Class 38 contains 494 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 1365 members 
Mstep: Class 42 contains 493 members 
Entering Unmasked Estep 
Score: -150944912.000000 Penalty: 145916.250000
Splitting cluster 40 changes total score from -150944976.000000 to -150944912.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 103363 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 10604 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8620 members 
Mstep: Class 8 contains 48510 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 13170 members 
Mstep: Class 12 contains 10423 members 
Mstep: Class 13 contains 15408 members 
Mstep: Class 14 contains 181670 members 
Mstep: Class 15 contains 7892 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89260 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70872 members 
Mstep: Class 21 contains 36076 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11491 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 47911 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92812 members 
Mstep: Class 28 contains 5449 members 
Mstep: Class 29 contains 19327 members 
Mstep: Class 30 contains 20665 members 
Mstep: Class 31 contains 170789 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18705 members 
Mstep: Class 35 contains 8699 members 
Mstep: Class 36 contains 8623 members 
Mstep: Class 37 contains 4215 members 
Mstep: Class 38 contains 494 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150945552.000000 Penalty: 142442.046875
Iteration 159Q: 42 clusters Score -1.509456e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 103380 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 10604 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8662 members 
Mstep: Class 8 contains 48512 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23189 members 
Mstep: Class 11 contains 13178 members 
Mstep: Class 12 contains 10429 members 
Mstep: Class 13 contains 15432 members 
Mstep: Class 14 contains 181670 members 
Mstep: Class 15 contains 7945 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89260 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70872 members 
Mstep: Class 21 contains 35955 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11491 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 47911 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92818 members 
Mstep: Class 28 contains 5449 members 
Mstep: Class 29 contains 19330 members 
Mstep: Class 30 contains 20665 members 
Mstep: Class 31 contains 170789 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18701 members 
Mstep: Class 35 contains 8699 members 
Mstep: Class 36 contains 8726 members 
Mstep: Class 37 contains 4195 members 
Mstep: Class 38 contains 494 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946352.000000 Penalty: 142442.046875
Iteration 160F: 42 clusters Score -1.509464e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 103393 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 10605 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8560 members 
Mstep: Class 8 contains 48511 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23191 members 
Mstep: Class 11 contains 13181 members 
Mstep: Class 12 contains 10432 members 
Mstep: Class 13 contains 15403 members 
Mstep: Class 14 contains 181670 members 
Mstep: Class 15 contains 8000 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89265 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70872 members 
Mstep: Class 21 contains 35809 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11489 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 47915 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92812 members 
Mstep: Class 28 contains 5451 members 
Mstep: Class 29 contains 19328 members 
Mstep: Class 30 contains 20666 members 
Mstep: Class 31 contains 170794 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18701 members 
Mstep: Class 35 contains 8699 members 
Mstep: Class 36 contains 8742 members 
Mstep: Class 37 contains 4199 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946992.000000 Penalty: 142442.046875
Iteration 161Q: 42 clusters Score -1.50947e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 103416 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 4494 members 
Mstep: Class 5 contains 10605 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8527 members 
Mstep: Class 8 contains 48510 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23191 members 
Mstep: Class 11 contains 13182 members 
Mstep: Class 12 contains 10444 members 
Mstep: Class 13 contains 15355 members 
Mstep: Class 14 contains 181668 members 
Mstep: Class 15 contains 8085 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89271 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70869 members 
Mstep: Class 21 contains 35659 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11490 members 
Mstep: Class 24 contains 4114 members 
Mstep: Class 25 contains 47916 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92806 members 
Mstep: Class 28 contains 5453 members 
Mstep: Class 29 contains 19332 members 
Mstep: Class 30 contains 20666 members 
Mstep: Class 31 contains 170794 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18702 members 
Mstep: Class 35 contains 8699 members 
Mstep: Class 36 contains 8767 members 
Mstep: Class 37 contains 4206 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947008.000000 Penalty: 142442.046875
Iteration 162Q: 42 clusters Score -1.50947e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 103420 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4495 members 
Mstep: Class 5 contains 10605 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8485 members 
Mstep: Class 8 contains 48512 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23191 members 
Mstep: Class 11 contains 13184 members 
Mstep: Class 12 contains 10445 members 
Mstep: Class 13 contains 15331 members 
Mstep: Class 14 contains 181669 members 
Mstep: Class 15 contains 8188 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89272 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70871 members 
Mstep: Class 21 contains 35492 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11491 members 
Mstep: Class 24 contains 4110 members 
Mstep: Class 25 contains 47922 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92814 members 
Mstep: Class 28 contains 5452 members 
Mstep: Class 29 contains 19334 members 
Mstep: Class 30 contains 20665 members 
Mstep: Class 31 contains 170797 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18699 members 
Mstep: Class 35 contains 8699 members 
Mstep: Class 36 contains 8783 members 
Mstep: Class 37 contains 4219 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947248.000000 Penalty: 142442.046875
Iteration 163Q: 42 clusters Score -1.509472e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 103418 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 10607 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8470 members 
Mstep: Class 8 contains 48511 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23193 members 
Mstep: Class 11 contains 13186 members 
Mstep: Class 12 contains 10448 members 
Mstep: Class 13 contains 15298 members 
Mstep: Class 14 contains 181665 members 
Mstep: Class 15 contains 8280 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89275 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96665 members 
Mstep: Class 20 contains 70869 members 
Mstep: Class 21 contains 35357 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11490 members 
Mstep: Class 24 contains 4110 members 
Mstep: Class 25 contains 47925 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92826 members 
Mstep: Class 28 contains 5452 members 
Mstep: Class 29 contains 19335 members 
Mstep: Class 30 contains 20662 members 
Mstep: Class 31 contains 170794 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18697 members 
Mstep: Class 35 contains 8699 members 
Mstep: Class 36 contains 8796 members 
Mstep: Class 37 contains 4228 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947360.000000 Penalty: 142442.046875
Iteration 164Q: 42 clusters Score -1.509474e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 103428 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 10607 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8465 members 
Mstep: Class 8 contains 48512 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23196 members 
Mstep: Class 11 contains 13186 members 
Mstep: Class 12 contains 10452 members 
Mstep: Class 13 contains 15271 members 
Mstep: Class 14 contains 181665 members 
Mstep: Class 15 contains 8396 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89268 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96664 members 
Mstep: Class 20 contains 70867 members 
Mstep: Class 21 contains 35246 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11488 members 
Mstep: Class 24 contains 4111 members 
Mstep: Class 25 contains 47924 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92792 members 
Mstep: Class 28 contains 5451 members 
Mstep: Class 29 contains 19335 members 
Mstep: Class 30 contains 20660 members 
Mstep: Class 31 contains 170800 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18694 members 
Mstep: Class 35 contains 8700 members 
Mstep: Class 36 contains 8813 members 
Mstep: Class 37 contains 4233 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947584.000000 Penalty: 142442.046875
Iteration 165Q: 42 clusters Score -1.509476e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 103443 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8465 members 
Mstep: Class 8 contains 48508 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23198 members 
Mstep: Class 11 contains 13184 members 
Mstep: Class 12 contains 10457 members 
Mstep: Class 13 contains 15262 members 
Mstep: Class 14 contains 181668 members 
Mstep: Class 15 contains 8535 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89262 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96664 members 
Mstep: Class 20 contains 70864 members 
Mstep: Class 21 contains 35115 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11490 members 
Mstep: Class 24 contains 4106 members 
Mstep: Class 25 contains 47927 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92750 members 
Mstep: Class 28 contains 5451 members 
Mstep: Class 29 contains 19341 members 
Mstep: Class 30 contains 20659 members 
Mstep: Class 31 contains 170800 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18688 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 8824 members 
Mstep: Class 37 contains 4240 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947584.000000 Penalty: 142442.046875
Iteration 166Q: 42 clusters Score -1.509476e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 103460 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 10612 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8470 members 
Mstep: Class 8 contains 48507 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23199 members 
Mstep: Class 11 contains 13182 members 
Mstep: Class 12 contains 10462 members 
Mstep: Class 13 contains 15253 members 
Mstep: Class 14 contains 181669 members 
Mstep: Class 15 contains 8674 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89249 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96664 members 
Mstep: Class 20 contains 70866 members 
Mstep: Class 21 contains 34977 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11491 members 
Mstep: Class 24 contains 4104 members 
Mstep: Class 25 contains 47931 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92691 members 
Mstep: Class 28 contains 5450 members 
Mstep: Class 29 contains 19347 members 
Mstep: Class 30 contains 20658 members 
Mstep: Class 31 contains 170807 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18686 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 8843 members 
Mstep: Class 37 contains 4245 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947760.000000 Penalty: 142442.046875
Iteration 167Q: 42 clusters Score -1.509478e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 103478 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 10612 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8473 members 
Mstep: Class 8 contains 48506 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23198 members 
Mstep: Class 11 contains 13181 members 
Mstep: Class 12 contains 10465 members 
Mstep: Class 13 contains 15250 members 
Mstep: Class 14 contains 181668 members 
Mstep: Class 15 contains 8814 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89237 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96663 members 
Mstep: Class 20 contains 70866 members 
Mstep: Class 21 contains 34838 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11491 members 
Mstep: Class 24 contains 4108 members 
Mstep: Class 25 contains 47934 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92643 members 
Mstep: Class 28 contains 5450 members 
Mstep: Class 29 contains 19346 members 
Mstep: Class 30 contains 20655 members 
Mstep: Class 31 contains 170817 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18685 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 8861 members 
Mstep: Class 37 contains 4249 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947760.000000 Penalty: 142442.046875
Iteration 168Q: 42 clusters Score -1.509478e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 103500 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 10612 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8482 members 
Mstep: Class 8 contains 48503 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23197 members 
Mstep: Class 11 contains 13179 members 
Mstep: Class 12 contains 10467 members 
Mstep: Class 13 contains 15243 members 
Mstep: Class 14 contains 181670 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89217 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96663 members 
Mstep: Class 20 contains 70868 members 
Mstep: Class 21 contains 34671 members 
Mstep: Class 22 contains 6101 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4108 members 
Mstep: Class 25 contains 47942 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92626 members 
Mstep: Class 28 contains 5451 members 
Mstep: Class 29 contains 19349 members 
Mstep: Class 30 contains 20652 members 
Mstep: Class 31 contains 170815 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18686 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 8870 members 
Mstep: Class 37 contains 4251 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947888.000000 Penalty: 142442.046875
Iteration 169Q: 42 clusters Score -1.509479e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 103531 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 10613 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8493 members 
Mstep: Class 8 contains 48500 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23191 members 
Mstep: Class 11 contains 13176 members 
Mstep: Class 12 contains 10469 members 
Mstep: Class 13 contains 15227 members 
Mstep: Class 14 contains 181668 members 
Mstep: Class 15 contains 9142 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89205 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96663 members 
Mstep: Class 20 contains 70870 members 
Mstep: Class 21 contains 34507 members 
Mstep: Class 22 contains 6101 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 4109 members 
Mstep: Class 25 contains 47950 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92590 members 
Mstep: Class 28 contains 5451 members 
Mstep: Class 29 contains 19344 members 
Mstep: Class 30 contains 20647 members 
Mstep: Class 31 contains 170819 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18687 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 8870 members 
Mstep: Class 37 contains 4256 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947984.000000 Penalty: 142442.046875
Iteration 170Q: 42 clusters Score -1.50948e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 103549 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10613 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8496 members 
Mstep: Class 8 contains 48500 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23192 members 
Mstep: Class 11 contains 13174 members 
Mstep: Class 12 contains 10472 members 
Mstep: Class 13 contains 15219 members 
Mstep: Class 14 contains 181666 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89190 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96663 members 
Mstep: Class 20 contains 70872 members 
Mstep: Class 21 contains 34319 members 
Mstep: Class 22 contains 6101 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4110 members 
Mstep: Class 25 contains 47958 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92572 members 
Mstep: Class 28 contains 5450 members 
Mstep: Class 29 contains 19348 members 
Mstep: Class 30 contains 20646 members 
Mstep: Class 31 contains 170822 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18685 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 8879 members 
Mstep: Class 37 contains 4258 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948096.000000 Penalty: 142442.046875
Iteration 171Q: 42 clusters Score -1.509481e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 103552 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4502 members 
Mstep: Class 5 contains 10613 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8500 members 
Mstep: Class 8 contains 48499 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23192 members 
Mstep: Class 11 contains 13174 members 
Mstep: Class 12 contains 10475 members 
Mstep: Class 13 contains 15204 members 
Mstep: Class 14 contains 181665 members 
Mstep: Class 15 contains 9501 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89168 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96662 members 
Mstep: Class 20 contains 70872 members 
Mstep: Class 21 contains 34147 members 
Mstep: Class 22 contains 6101 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4112 members 
Mstep: Class 25 contains 47966 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92566 members 
Mstep: Class 28 contains 5450 members 
Mstep: Class 29 contains 19355 members 
Mstep: Class 30 contains 20647 members 
Mstep: Class 31 contains 170826 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18684 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 8887 members 
Mstep: Class 37 contains 4260 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948112.000000 Penalty: 142442.046875
Iteration 172Q: 42 clusters Score -1.509481e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 103559 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 10613 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8506 members 
Mstep: Class 8 contains 48491 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23198 members 
Mstep: Class 11 contains 13174 members 
Mstep: Class 12 contains 10479 members 
Mstep: Class 13 contains 15189 members 
Mstep: Class 14 contains 181662 members 
Mstep: Class 15 contains 9665 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89146 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96662 members 
Mstep: Class 20 contains 70872 members 
Mstep: Class 21 contains 33973 members 
Mstep: Class 22 contains 6101 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4111 members 
Mstep: Class 25 contains 47985 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92562 members 
Mstep: Class 28 contains 5450 members 
Mstep: Class 29 contains 19358 members 
Mstep: Class 30 contains 20650 members 
Mstep: Class 31 contains 170829 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18681 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 8895 members 
Mstep: Class 37 contains 4266 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948144.000000 Penalty: 142442.046875
Iteration 173Q: 42 clusters Score -1.509481e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 103559 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4506 members 
Mstep: Class 5 contains 10613 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8509 members 
Mstep: Class 8 contains 48487 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23204 members 
Mstep: Class 11 contains 13176 members 
Mstep: Class 12 contains 10482 members 
Mstep: Class 13 contains 15176 members 
Mstep: Class 14 contains 181660 members 
Mstep: Class 15 contains 9834 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89129 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96662 members 
Mstep: Class 20 contains 70878 members 
Mstep: Class 21 contains 33784 members 
Mstep: Class 22 contains 6101 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4111 members 
Mstep: Class 25 contains 48003 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92553 members 
Mstep: Class 28 contains 5450 members 
Mstep: Class 29 contains 19365 members 
Mstep: Class 30 contains 20648 members 
Mstep: Class 31 contains 170833 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18681 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 8903 members 
Mstep: Class 37 contains 4269 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948160.000000 Penalty: 142442.046875
Iteration 174Q: 42 clusters Score -1.509482e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 103564 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 10614 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 48486 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23206 members 
Mstep: Class 11 contains 13177 members 
Mstep: Class 12 contains 10486 members 
Mstep: Class 13 contains 15168 members 
Mstep: Class 14 contains 181655 members 
Mstep: Class 15 contains 9991 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89103 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96662 members 
Mstep: Class 20 contains 70884 members 
Mstep: Class 21 contains 33603 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 4111 members 
Mstep: Class 25 contains 48025 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92552 members 
Mstep: Class 28 contains 5449 members 
Mstep: Class 29 contains 19371 members 
Mstep: Class 30 contains 20650 members 
Mstep: Class 31 contains 170833 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18681 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 8905 members 
Mstep: Class 37 contains 4274 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948192.000000 Penalty: 142442.046875
Iteration 175Q: 42 clusters Score -1.509482e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 103578 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 10615 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8520 members 
Mstep: Class 8 contains 48486 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23208 members 
Mstep: Class 11 contains 13179 members 
Mstep: Class 12 contains 10493 members 
Mstep: Class 13 contains 15162 members 
Mstep: Class 14 contains 181648 members 
Mstep: Class 15 contains 10136 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89086 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96662 members 
Mstep: Class 20 contains 70884 members 
Mstep: Class 21 contains 33439 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 4112 members 
Mstep: Class 25 contains 48050 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92550 members 
Mstep: Class 28 contains 5448 members 
Mstep: Class 29 contains 19376 members 
Mstep: Class 30 contains 20653 members 
Mstep: Class 31 contains 170824 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18676 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 8905 members 
Mstep: Class 37 contains 4275 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948288.000000 Penalty: 142442.046875
Iteration 176Q: 42 clusters Score -1.509483e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 103594 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4506 members 
Mstep: Class 5 contains 10615 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8524 members 
Mstep: Class 8 contains 48484 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23213 members 
Mstep: Class 11 contains 13182 members 
Mstep: Class 12 contains 10497 members 
Mstep: Class 13 contains 15159 members 
Mstep: Class 14 contains 181650 members 
Mstep: Class 15 contains 10281 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89054 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96662 members 
Mstep: Class 20 contains 70883 members 
Mstep: Class 21 contains 33285 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 48075 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92538 members 
Mstep: Class 28 contains 5448 members 
Mstep: Class 29 contains 19370 members 
Mstep: Class 30 contains 20660 members 
Mstep: Class 31 contains 170825 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18671 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 8905 members 
Mstep: Class 37 contains 4277 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948128.000000 Penalty: 142442.046875
Iteration 177Q: 42 clusters Score -1.509481e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 103588 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 10618 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8530 members 
Mstep: Class 8 contains 48481 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23216 members 
Mstep: Class 11 contains 13183 members 
Mstep: Class 12 contains 10499 members 
Mstep: Class 13 contains 15149 members 
Mstep: Class 14 contains 181646 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 89019 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96662 members 
Mstep: Class 20 contains 70883 members 
Mstep: Class 21 contains 33153 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11497 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 48098 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92548 members 
Mstep: Class 28 contains 5448 members 
Mstep: Class 29 contains 19370 members 
Mstep: Class 30 contains 20662 members 
Mstep: Class 31 contains 170824 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18667 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 8909 members 
Mstep: Class 37 contains 4283 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948352.000000 Penalty: 142442.046875
Iteration 178Q: 42 clusters Score -1.509484e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 103587 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 10619 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 48479 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23214 members 
Mstep: Class 11 contains 13185 members 
Mstep: Class 12 contains 10500 members 
Mstep: Class 13 contains 15142 members 
Mstep: Class 14 contains 181644 members 
Mstep: Class 15 contains 10542 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88991 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96662 members 
Mstep: Class 20 contains 70885 members 
Mstep: Class 21 contains 33027 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11497 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 48111 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92550 members 
Mstep: Class 28 contains 5448 members 
Mstep: Class 29 contains 19368 members 
Mstep: Class 30 contains 20662 members 
Mstep: Class 31 contains 170820 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18665 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 8916 members 
Mstep: Class 37 contains 4289 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948352.000000 Penalty: 142442.046875
Iteration 179Q: 42 clusters Score -1.509484e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 103585 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4517 members 
Mstep: Class 5 contains 10619 members 
Mstep: Class 6 contains 25091 members 
Mstep: Class 7 contains 8550 members 
Mstep: Class 8 contains 48476 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23215 members 
Mstep: Class 11 contains 13186 members 
Mstep: Class 12 contains 10504 members 
Mstep: Class 13 contains 15131 members 
Mstep: Class 14 contains 181640 members 
Mstep: Class 15 contains 10667 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88971 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96662 members 
Mstep: Class 20 contains 70886 members 
Mstep: Class 21 contains 32886 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11498 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 48129 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92563 members 
Mstep: Class 28 contains 5448 members 
Mstep: Class 29 contains 19366 members 
Mstep: Class 30 contains 20662 members 
Mstep: Class 31 contains 170820 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18662 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 8919 members 
Mstep: Class 37 contains 4293 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948608.000000 Penalty: 142442.046875
Iteration 180F: 42 clusters Score -1.509486e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 103573 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 10619 members 
Mstep: Class 6 contains 25090 members 
Mstep: Class 7 contains 8454 members 
Mstep: Class 8 contains 48471 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23214 members 
Mstep: Class 11 contains 13185 members 
Mstep: Class 12 contains 10504 members 
Mstep: Class 13 contains 15116 members 
Mstep: Class 14 contains 181644 members 
Mstep: Class 15 contains 10816 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 88946 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96662 members 
Mstep: Class 20 contains 70890 members 
Mstep: Class 21 contains 32717 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 4114 members 
Mstep: Class 25 contains 48153 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92568 members 
Mstep: Class 28 contains 5448 members 
Mstep: Class 29 contains 19373 members 
Mstep: Class 30 contains 20672 members 
Mstep: Class 31 contains 170818 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18656 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 8923 members 
Mstep: Class 37 contains 4299 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949248.000000 Penalty: 142442.046875
Iteration 181Q: 42 clusters Score -1.509492e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 103583 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 10619 members 
Mstep: Class 6 contains 25087 members 
Mstep: Class 7 contains 8379 members 
Mstep: Class 8 contains 48472 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23215 members 
Mstep: Class 11 contains 13187 members 
Mstep: Class 12 contains 10507 members 
Mstep: Class 13 contains 15098 members 
Mstep: Class 14 contains 181639 members 
Mstep: Class 15 contains 10927 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 88924 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96662 members 
Mstep: Class 20 contains 70893 members 
Mstep: Class 21 contains 32572 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11499 members 
Mstep: Class 24 contains 4115 members 
Mstep: Class 25 contains 48181 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92536 members 
Mstep: Class 28 contains 5447 members 
Mstep: Class 29 contains 19380 members 
Mstep: Class 30 contains 20680 members 
Mstep: Class 31 contains 170822 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18650 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 8935 members 
Mstep: Class 37 contains 4302 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949360.000000 Penalty: 142442.046875
Iteration 182Q: 42 clusters Score -1.509494e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 103605 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 10617 members 
Mstep: Class 6 contains 25084 members 
Mstep: Class 7 contains 8355 members 
Mstep: Class 8 contains 48470 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23217 members 
Mstep: Class 11 contains 13187 members 
Mstep: Class 12 contains 10506 members 
Mstep: Class 13 contains 15083 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 11056 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88914 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96662 members 
Mstep: Class 20 contains 70892 members 
Mstep: Class 21 contains 32411 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 11500 members 
Mstep: Class 24 contains 4107 members 
Mstep: Class 25 contains 48212 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92497 members 
Mstep: Class 28 contains 5445 members 
Mstep: Class 29 contains 19381 members 
Mstep: Class 30 contains 20682 members 
Mstep: Class 31 contains 170827 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18647 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 8955 members 
Mstep: Class 37 contains 4305 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949696.000000 Penalty: 142442.046875
Iteration 183Q: 42 clusters Score -1.509497e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 103630 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 10617 members 
Mstep: Class 6 contains 25081 members 
Mstep: Class 7 contains 8363 members 
Mstep: Class 8 contains 48469 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23217 members 
Mstep: Class 11 contains 13191 members 
Mstep: Class 12 contains 10509 members 
Mstep: Class 13 contains 15062 members 
Mstep: Class 14 contains 181639 members 
Mstep: Class 15 contains 11167 members 
Mstep: Class 16 contains 15029 members 
Mstep: Class 17 contains 88912 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96662 members 
Mstep: Class 20 contains 70891 members 
Mstep: Class 21 contains 32275 members 
Mstep: Class 22 contains 6101 members 
Mstep: Class 23 contains 11501 members 
Mstep: Class 24 contains 4090 members 
Mstep: Class 25 contains 48224 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92479 members 
Mstep: Class 28 contains 5444 members 
Mstep: Class 29 contains 19372 members 
Mstep: Class 30 contains 20683 members 
Mstep: Class 31 contains 170819 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18644 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 8976 members 
Mstep: Class 37 contains 4307 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949680.000000 Penalty: 142442.046875
Iteration 184Q: 42 clusters Score -1.509497e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 103651 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 10614 members 
Mstep: Class 6 contains 25079 members 
Mstep: Class 7 contains 8375 members 
Mstep: Class 8 contains 48462 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23216 members 
Mstep: Class 11 contains 13192 members 
Mstep: Class 12 contains 10513 members 
Mstep: Class 13 contains 15040 members 
Mstep: Class 14 contains 181644 members 
Mstep: Class 15 contains 11264 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88889 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96660 members 
Mstep: Class 20 contains 70896 members 
Mstep: Class 21 contains 32152 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11500 members 
Mstep: Class 24 contains 4076 members 
Mstep: Class 25 contains 48254 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92440 members 
Mstep: Class 28 contains 5443 members 
Mstep: Class 29 contains 19377 members 
Mstep: Class 30 contains 20689 members 
Mstep: Class 31 contains 170817 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18640 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 8988 members 
Mstep: Class 37 contains 4316 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949888.000000 Penalty: 142442.046875
Iteration 185Q: 42 clusters Score -1.509499e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 103682 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4505 members 
Mstep: Class 5 contains 10612 members 
Mstep: Class 6 contains 25076 members 
Mstep: Class 7 contains 8388 members 
Mstep: Class 8 contains 48460 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23220 members 
Mstep: Class 11 contains 13195 members 
Mstep: Class 12 contains 10518 members 
Mstep: Class 13 contains 15025 members 
Mstep: Class 14 contains 181644 members 
Mstep: Class 15 contains 11359 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88868 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96657 members 
Mstep: Class 20 contains 70895 members 
Mstep: Class 21 contains 32037 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11498 members 
Mstep: Class 24 contains 4064 members 
Mstep: Class 25 contains 48285 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92402 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 19369 members 
Mstep: Class 30 contains 20694 members 
Mstep: Class 31 contains 170810 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18630 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 8991 members 
Mstep: Class 37 contains 4325 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949936.000000 Penalty: 142442.046875
Iteration 186Q: 42 clusters Score -1.509499e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 103703 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 10614 members 
Mstep: Class 6 contains 25073 members 
Mstep: Class 7 contains 8405 members 
Mstep: Class 8 contains 48458 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23220 members 
Mstep: Class 11 contains 13197 members 
Mstep: Class 12 contains 10532 members 
Mstep: Class 13 contains 15012 members 
Mstep: Class 14 contains 181643 members 
Mstep: Class 15 contains 11447 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88842 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96656 members 
Mstep: Class 20 contains 70896 members 
Mstep: Class 21 contains 31914 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 4052 members 
Mstep: Class 25 contains 48307 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92384 members 
Mstep: Class 28 contains 5439 members 
Mstep: Class 29 contains 19376 members 
Mstep: Class 30 contains 20695 members 
Mstep: Class 31 contains 170808 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18622 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 8997 members 
Mstep: Class 37 contains 4332 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950160.000000 Penalty: 142442.046875
Iteration 187Q: 42 clusters Score -1.509502e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 103713 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4502 members 
Mstep: Class 5 contains 10616 members 
Mstep: Class 6 contains 25071 members 
Mstep: Class 7 contains 8424 members 
Mstep: Class 8 contains 48461 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23222 members 
Mstep: Class 11 contains 13193 members 
Mstep: Class 12 contains 10541 members 
Mstep: Class 13 contains 15003 members 
Mstep: Class 14 contains 181647 members 
Mstep: Class 15 contains 11517 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88814 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96655 members 
Mstep: Class 20 contains 70900 members 
Mstep: Class 21 contains 31794 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 11492 members 
Mstep: Class 24 contains 4045 members 
Mstep: Class 25 contains 48331 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92376 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 19382 members 
Mstep: Class 30 contains 20698 members 
Mstep: Class 31 contains 170808 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18614 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9005 members 
Mstep: Class 37 contains 4339 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950208.000000 Penalty: 142442.046875
Iteration 188Q: 42 clusters Score -1.509502e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 103733 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 10618 members 
Mstep: Class 6 contains 25070 members 
Mstep: Class 7 contains 8444 members 
Mstep: Class 8 contains 48462 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23222 members 
Mstep: Class 11 contains 13194 members 
Mstep: Class 12 contains 10551 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 181649 members 
Mstep: Class 15 contains 11579 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88798 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96655 members 
Mstep: Class 20 contains 70904 members 
Mstep: Class 21 contains 31683 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 11491 members 
Mstep: Class 24 contains 4047 members 
Mstep: Class 25 contains 48362 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92362 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 19385 members 
Mstep: Class 30 contains 20701 members 
Mstep: Class 31 contains 170802 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18608 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9011 members 
Mstep: Class 37 contains 4342 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950432.000000 Penalty: 142442.046875
Iteration 189Q: 42 clusters Score -1.509504e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 103760 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4503 members 
Mstep: Class 5 contains 10618 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8460 members 
Mstep: Class 8 contains 48462 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23223 members 
Mstep: Class 11 contains 13193 members 
Mstep: Class 12 contains 10559 members 
Mstep: Class 13 contains 14958 members 
Mstep: Class 14 contains 181650 members 
Mstep: Class 15 contains 11639 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88784 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96655 members 
Mstep: Class 20 contains 70909 members 
Mstep: Class 21 contains 31604 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 11487 members 
Mstep: Class 24 contains 4045 members 
Mstep: Class 25 contains 48381 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92326 members 
Mstep: Class 28 contains 5440 members 
Mstep: Class 29 contains 19387 members 
Mstep: Class 30 contains 20705 members 
Mstep: Class 31 contains 170788 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18603 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9009 members 
Mstep: Class 37 contains 4350 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950448.000000 Penalty: 142442.046875
Iteration 190Q: 42 clusters Score -1.509504e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 103784 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 10616 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8474 members 
Mstep: Class 8 contains 48462 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23224 members 
Mstep: Class 11 contains 13193 members 
Mstep: Class 12 contains 10569 members 
Mstep: Class 13 contains 14945 members 
Mstep: Class 14 contains 181648 members 
Mstep: Class 15 contains 11695 members 
Mstep: Class 16 contains 15029 members 
Mstep: Class 17 contains 88765 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96654 members 
Mstep: Class 20 contains 70914 members 
Mstep: Class 21 contains 31535 members 
Mstep: Class 22 contains 6099 members 
Mstep: Class 23 contains 11488 members 
Mstep: Class 24 contains 4037 members 
Mstep: Class 25 contains 48387 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92301 members 
Mstep: Class 28 contains 5440 members 
Mstep: Class 29 contains 19391 members 
Mstep: Class 30 contains 20705 members 
Mstep: Class 31 contains 170785 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18600 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9009 members 
Mstep: Class 37 contains 4357 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950640.000000 Penalty: 142442.046875
Iteration 191Q: 42 clusters Score -1.509506e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 103814 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 10615 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8496 members 
Mstep: Class 8 contains 48461 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23224 members 
Mstep: Class 11 contains 13191 members 
Mstep: Class 12 contains 10583 members 
Mstep: Class 13 contains 14920 members 
Mstep: Class 14 contains 181648 members 
Mstep: Class 15 contains 11738 members 
Mstep: Class 16 contains 15029 members 
Mstep: Class 17 contains 88749 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96654 members 
Mstep: Class 20 contains 70915 members 
Mstep: Class 21 contains 31473 members 
Mstep: Class 22 contains 6098 members 
Mstep: Class 23 contains 11492 members 
Mstep: Class 24 contains 4029 members 
Mstep: Class 25 contains 48402 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92268 members 
Mstep: Class 28 contains 5438 members 
Mstep: Class 29 contains 19400 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170785 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18599 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9010 members 
Mstep: Class 37 contains 4363 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950512.000000 Penalty: 142442.046875
Iteration 192Q: 42 clusters Score -1.509505e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 103836 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 10615 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8519 members 
Mstep: Class 8 contains 48463 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23224 members 
Mstep: Class 11 contains 13191 members 
Mstep: Class 12 contains 10593 members 
Mstep: Class 13 contains 14896 members 
Mstep: Class 14 contains 181650 members 
Mstep: Class 15 contains 11770 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88722 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96653 members 
Mstep: Class 20 contains 70917 members 
Mstep: Class 21 contains 31434 members 
Mstep: Class 22 contains 6097 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4028 members 
Mstep: Class 25 contains 48411 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92239 members 
Mstep: Class 28 contains 5438 members 
Mstep: Class 29 contains 19401 members 
Mstep: Class 30 contains 20704 members 
Mstep: Class 31 contains 170784 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18596 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9016 members 
Mstep: Class 37 contains 4374 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950464.000000 Penalty: 142442.046875
Iteration 193Q: 42 clusters Score -1.509505e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 103878 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 10616 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8536 members 
Mstep: Class 8 contains 48461 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23223 members 
Mstep: Class 11 contains 13191 members 
Mstep: Class 12 contains 10611 members 
Mstep: Class 13 contains 14866 members 
Mstep: Class 14 contains 181646 members 
Mstep: Class 15 contains 11797 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88707 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96652 members 
Mstep: Class 20 contains 70920 members 
Mstep: Class 21 contains 31374 members 
Mstep: Class 22 contains 6097 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4031 members 
Mstep: Class 25 contains 48434 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92215 members 
Mstep: Class 28 contains 5437 members 
Mstep: Class 29 contains 19405 members 
Mstep: Class 30 contains 20699 members 
Mstep: Class 31 contains 170784 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18589 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9020 members 
Mstep: Class 37 contains 4381 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950704.000000 Penalty: 142442.046875
Iteration 194Q: 42 clusters Score -1.509507e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 103898 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 10615 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8551 members 
Mstep: Class 8 contains 48464 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13190 members 
Mstep: Class 12 contains 10620 members 
Mstep: Class 13 contains 14845 members 
Mstep: Class 14 contains 181645 members 
Mstep: Class 15 contains 11822 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88692 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96652 members 
Mstep: Class 20 contains 70920 members 
Mstep: Class 21 contains 31311 members 
Mstep: Class 22 contains 6097 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4030 members 
Mstep: Class 25 contains 48457 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92211 members 
Mstep: Class 28 contains 5435 members 
Mstep: Class 29 contains 19409 members 
Mstep: Class 30 contains 20695 members 
Mstep: Class 31 contains 170783 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18584 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9028 members 
Mstep: Class 37 contains 4390 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950768.000000 Penalty: 142442.046875
Iteration 195Q: 42 clusters Score -1.509508e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 103931 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4495 members 
Mstep: Class 5 contains 10614 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8570 members 
Mstep: Class 8 contains 48465 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13191 members 
Mstep: Class 12 contains 10626 members 
Mstep: Class 13 contains 14810 members 
Mstep: Class 14 contains 181647 members 
Mstep: Class 15 contains 11852 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88679 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96652 members 
Mstep: Class 20 contains 70922 members 
Mstep: Class 21 contains 31236 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4026 members 
Mstep: Class 25 contains 48484 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92217 members 
Mstep: Class 28 contains 5436 members 
Mstep: Class 29 contains 19411 members 
Mstep: Class 30 contains 20692 members 
Mstep: Class 31 contains 170779 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18581 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9031 members 
Mstep: Class 37 contains 4398 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950816.000000 Penalty: 142442.046875
Iteration 196Q: 42 clusters Score -1.509508e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 103958 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 10614 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8583 members 
Mstep: Class 8 contains 48465 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23224 members 
Mstep: Class 11 contains 13192 members 
Mstep: Class 12 contains 10638 members 
Mstep: Class 13 contains 14784 members 
Mstep: Class 14 contains 181646 members 
Mstep: Class 15 contains 11885 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88675 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96652 members 
Mstep: Class 20 contains 70925 members 
Mstep: Class 21 contains 31162 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4028 members 
Mstep: Class 25 contains 48508 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92216 members 
Mstep: Class 28 contains 5434 members 
Mstep: Class 29 contains 19410 members 
Mstep: Class 30 contains 20688 members 
Mstep: Class 31 contains 170773 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18577 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9035 members 
Mstep: Class 37 contains 4402 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950944.000000 Penalty: 142442.046875
Iteration 197Q: 42 clusters Score -1.509509e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 103979 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 10614 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 48469 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23224 members 
Mstep: Class 11 contains 13192 members 
Mstep: Class 12 contains 10649 members 
Mstep: Class 13 contains 14758 members 
Mstep: Class 14 contains 181647 members 
Mstep: Class 15 contains 11902 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88674 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96652 members 
Mstep: Class 20 contains 70927 members 
Mstep: Class 21 contains 31109 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4027 members 
Mstep: Class 25 contains 48535 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92211 members 
Mstep: Class 28 contains 5432 members 
Mstep: Class 29 contains 19410 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170764 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18573 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9037 members 
Mstep: Class 37 contains 4407 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950864.000000 Penalty: 142442.046875
Iteration 198Q: 42 clusters Score -1.509509e+08 nChanged 184
Entering ConstructFrom: 
Score: -150950864.000000 Penalty: 142442.046875
Entering ConstructFrom: 
Trying to split cluster 1 (23599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Entering Unmasked Estep 
Score: -2874209.750000 Penalty: 2497.101807
	Iteration 0F: 2 clusters Score -2874210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2857899.750000 Penalty: 4994.203613
	Iteration 0F: 3 clusters Score -2857900 nChanged 10500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2863878.000000 Penalty: 4994.203613
	Iteration 1F: 3 clusters Score -2863878 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2864570.750000 Penalty: 4994.203613
	Iteration 2F: 3 clusters Score -2864571 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2865306.500000 Penalty: 4994.203613
	Iteration 3F: 3 clusters Score -2865306 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2866089.500000 Penalty: 4994.203613
	Iteration 4F: 3 clusters Score -2866090 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2866990.750000 Penalty: 4994.203613
	Iteration 5F: 3 clusters Score -2866991 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2867902.000000 Penalty: 4994.203613
	Iteration 6F: 3 clusters Score -2867902 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2868886.750000 Penalty: 4994.203613
	Iteration 7F: 3 clusters Score -2868887 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2869929.000000 Penalty: 4994.203613
	Iteration 8F: 3 clusters Score -2869929 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2870768.250000 Penalty: 4994.203613
	Iteration 9Q: 3 clusters Score -2870768 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2871195.000000 Penalty: 4994.203613
	Iteration 10Q: 3 clusters Score -2871195 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2871416.250000 Penalty: 4994.203613
	Iteration 11Q: 3 clusters Score -2871416 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2871519.000000 Penalty: 4994.203613
	Iteration 12Q: 3 clusters Score -2871519 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2871574.000000 Penalty: 4994.203613
	Iteration 13Q: 3 clusters Score -2871574 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2871618.250000 Penalty: 4994.203613
	Iteration 14Q: 3 clusters Score -2871618 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2871652.250000 Penalty: 4994.203613
	Iteration 15Q: 3 clusters Score -2871652 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2871682.000000 Penalty: 4994.203613
	Iteration 16Q: 3 clusters Score -2871682 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2871715.750000 Penalty: 4994.203613
	Iteration 17Q: 3 clusters Score -2871716 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2871765.250000 Penalty: 4994.203613
	Iteration 18Q: 3 clusters Score -2871765 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2871815.000000 Penalty: 4994.203613
	Iteration 19Q: 3 clusters Score -2871815 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2871856.500000 Penalty: 4994.203613
	Iteration 20F: 3 clusters Score -2871856 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2871924.500000 Penalty: 4994.203613
	Iteration 21Q: 3 clusters Score -2871924 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2872007.000000 Penalty: 4994.203613
	Iteration 22Q: 3 clusters Score -2872007 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2872095.000000 Penalty: 4994.203613
	Iteration 23Q: 3 clusters Score -2872095 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2872186.000000 Penalty: 4994.203613
	Iteration 24Q: 3 clusters Score -2872186 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2872278.250000 Penalty: 4994.203613
	Iteration 25Q: 3 clusters Score -2872278 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2872348.750000 Penalty: 4994.203613
	Iteration 26Q: 3 clusters Score -2872349 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2872410.500000 Penalty: 4994.203613
	Iteration 27Q: 3 clusters Score -2872410 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2872466.250000 Penalty: 4994.203613
	Iteration 28Q: 3 clusters Score -2872466 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2872518.000000 Penalty: 4994.203613
	Iteration 29Q: 3 clusters Score -2872518 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2872577.500000 Penalty: 4994.203613
	Iteration 30Q: 3 clusters Score -2872578 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2872651.000000 Penalty: 4994.203613
	Iteration 31Q: 3 clusters Score -2872651 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2872758.000000 Penalty: 4994.203613
	Iteration 32Q: 3 clusters Score -2872758 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2872882.750000 Penalty: 4994.203613
	Iteration 33Q: 3 clusters Score -2872883 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2873029.000000 Penalty: 4994.203613
	Iteration 34Q: 3 clusters Score -2873029 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2873148.000000 Penalty: 4994.203613
	Iteration 35Q: 3 clusters Score -2873148 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2873242.750000 Penalty: 4994.203613
	Iteration 36Q: 3 clusters Score -2873243 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2873289.000000 Penalty: 4994.203613
	Iteration 37Q: 3 clusters Score -2873289 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2873334.500000 Penalty: 4994.203613
	Iteration 38Q: 3 clusters Score -2873334 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2873388.500000 Penalty: 4994.203613
	Iteration 39Q: 3 clusters Score -2873388 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2873436.750000 Penalty: 4994.203613
	Iteration 40F: 3 clusters Score -2873437 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2873503.500000 Penalty: 4994.203613
	Iteration 41Q: 3 clusters Score -2873504 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2873565.500000 Penalty: 4994.203613
	Iteration 42Q: 3 clusters Score -2873566 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2873617.250000 Penalty: 4994.203613
	Iteration 43Q: 3 clusters Score -2873617 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2873663.750000 Penalty: 4994.203613
	Iteration 44Q: 3 clusters Score -2873664 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2873681.250000 Penalty: 4994.203613
	Iteration 45Q: 3 clusters Score -2873681 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2873712.250000 Penalty: 4994.203613
	Iteration 46Q: 3 clusters Score -2873712 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2873740.500000 Penalty: 4994.203613
	Iteration 47Q: 3 clusters Score -2873740 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2873773.500000 Penalty: 4994.203613
	Iteration 48Q: 3 clusters Score -2873774 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2873799.250000 Penalty: 4994.203613
	Iteration 49Q: 3 clusters Score -2873799 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2873825.250000 Penalty: 4994.203613
	Iteration 50Q: 3 clusters Score -2873825 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2873845.750000 Penalty: 4994.203613
	Iteration 51Q: 3 clusters Score -2873846 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2873858.500000 Penalty: 4994.203613
	Iteration 52Q: 3 clusters Score -2873858 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2873869.500000 Penalty: 4994.203613
	Iteration 53Q: 3 clusters Score -2873870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2873874.750000 Penalty: 4994.203613
	Iteration 54Q: 3 clusters Score -2873875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2873878.500000 Penalty: 4994.203613
	Iteration 55Q: 3 clusters Score -2873878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2873878.500000 Penalty: 4994.203613
	Iteration 56Q: 3 clusters Score -2873878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2873891.000000 Penalty: 4994.203613
	Iteration 57Q: 3 clusters Score -2873891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2873891.250000 Penalty: 4994.203613
	Iteration 58Q: 3 clusters Score -2873891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2873893.500000 Penalty: 4994.203613
	Iteration 59Q: 3 clusters Score -2873894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2873894.000000 Penalty: 4994.203613
	Iteration 60F: 3 clusters Score -2873894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2873891.500000 Penalty: 4994.203613
	Iteration 61Q: 3 clusters Score -2873892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2873890.750000 Penalty: 4994.203613
	Iteration 62Q: 3 clusters Score -2873891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2873891.500000 Penalty: 4994.203613
	Iteration 63Q: 3 clusters Score -2873892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2873890.000000 Penalty: 4994.203613
	Iteration 64Q: 3 clusters Score -2873890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2873890.000000 Penalty: 4994.203613
	Iteration 65F: 3 clusters Score -2873890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (104004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104004 members 
Entering Unmasked Estep 
Score: -13383774.000000 Penalty: 2864.941895
	Iteration 0F: 2 clusters Score -1.338377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -13314439.000000 Penalty: 5729.883789
	Iteration 0F: 3 clusters Score -1.331444e+07 nChanged 49207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -13342741.000000 Penalty: 5729.883789
	Iteration 1F: 3 clusters Score -1.334274e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -13343641.000000 Penalty: 5729.883789
	Iteration 2Q: 3 clusters Score -1.334364e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -13344975.000000 Penalty: 5729.883789
	Iteration 3Q: 3 clusters Score -1.334498e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -13347111.000000 Penalty: 5729.883789
	Iteration 4Q: 3 clusters Score -1.334711e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66461 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -13350893.000000 Penalty: 5729.883789
	Iteration 5F: 3 clusters Score -1.335089e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -13356395.000000 Penalty: 5729.883789
	Iteration 6F: 3 clusters Score -1.33564e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -13363080.000000 Penalty: 5729.883789
	Iteration 7F: 3 clusters Score -1.336308e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87508 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -13369387.000000 Penalty: 5729.883789
	Iteration 8F: 3 clusters Score -1.336939e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92759 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -13374161.000000 Penalty: 5729.883789
	Iteration 9F: 3 clusters Score -1.337416e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96306 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -13377352.000000 Penalty: 5729.883789
	Iteration 10Q: 3 clusters Score -1.337735e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -13379087.000000 Penalty: 5729.883789
	Iteration 11Q: 3 clusters Score -1.337909e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99519 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -13380191.000000 Penalty: 5729.883789
	Iteration 12Q: 3 clusters Score -1.338019e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100189 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -13380804.000000 Penalty: 5729.883789
	Iteration 13Q: 3 clusters Score -1.33808e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100596 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -13381076.000000 Penalty: 5729.883789
	Iteration 14Q: 3 clusters Score -1.338108e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100889 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -13381325.000000 Penalty: 5729.883789
	Iteration 15Q: 3 clusters Score -1.338132e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101126 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -13381453.000000 Penalty: 5729.883789
	Iteration 16Q: 3 clusters Score -1.338145e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -13381532.000000 Penalty: 5729.883789
	Iteration 17Q: 3 clusters Score -1.338153e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101468 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -13381615.000000 Penalty: 5729.883789
	Iteration 18Q: 3 clusters Score -1.338162e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101603 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -13381670.000000 Penalty: 5729.883789
	Iteration 19Q: 3 clusters Score -1.338167e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101693 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -13381690.000000 Penalty: 5729.883789
	Iteration 20F: 3 clusters Score -1.338169e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101762 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -13381747.000000 Penalty: 5729.883789
	Iteration 21Q: 3 clusters Score -1.338175e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101829 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -13381765.000000 Penalty: 5729.883789
	Iteration 22Q: 3 clusters Score -1.338176e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101863 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -13381768.000000 Penalty: 5729.883789
	Iteration 23Q: 3 clusters Score -1.338177e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101895 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -13381771.000000 Penalty: 5729.883789
	Iteration 24Q: 3 clusters Score -1.338177e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101925 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -13381776.000000 Penalty: 5729.883789
	Iteration 25Q: 3 clusters Score -1.338178e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101949 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -13381771.000000 Penalty: 5729.883789
	Iteration 26Q: 3 clusters Score -1.338177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101965 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -13381773.000000 Penalty: 5729.883789
	Iteration 27Q: 3 clusters Score -1.338177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101976 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -13381786.000000 Penalty: 5729.883789
	Iteration 28Q: 3 clusters Score -1.338179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101987 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -13381792.000000 Penalty: 5729.883789
	Iteration 29Q: 3 clusters Score -1.338179e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102003 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -13381782.000000 Penalty: 5729.883789
	Iteration 30Q: 3 clusters Score -1.338178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102014 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -13381767.000000 Penalty: 5729.883789
	Iteration 31Q: 3 clusters Score -1.338177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102026 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -13381773.000000 Penalty: 5729.883789
	Iteration 32Q: 3 clusters Score -1.338177e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102041 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -13381781.000000 Penalty: 5729.883789
	Iteration 33Q: 3 clusters Score -1.338178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102055 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -13381774.000000 Penalty: 5729.883789
	Iteration 34Q: 3 clusters Score -1.338177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102071 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -13381783.000000 Penalty: 5729.883789
	Iteration 35Q: 3 clusters Score -1.338178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102075 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -13381791.000000 Penalty: 5729.883789
	Iteration 36Q: 3 clusters Score -1.338179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102078 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -13381784.000000 Penalty: 5729.883789
	Iteration 37Q: 3 clusters Score -1.338178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102079 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -13381780.000000 Penalty: 5729.883789
	Iteration 38Q: 3 clusters Score -1.338178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102083 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -13381779.000000 Penalty: 5729.883789
	Iteration 39Q: 3 clusters Score -1.338178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102086 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -13381779.000000 Penalty: 5729.883789
	Iteration 40F: 3 clusters Score -1.338178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102087 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -13381774.000000 Penalty: 5729.883789
	Iteration 41Q: 3 clusters Score -1.338177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102088 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -13381784.000000 Penalty: 5729.883789
	Iteration 42Q: 3 clusters Score -1.338178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102089 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -13381782.000000 Penalty: 5729.883789
	Iteration 43Q: 3 clusters Score -1.338178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102090 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -13381792.000000 Penalty: 5729.883789
	Iteration 44Q: 3 clusters Score -1.338179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102090 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -13381792.000000 Penalty: 5729.883789
	Iteration 45F: 3 clusters Score -1.338179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -246375.906250 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -246375.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -243750.296875 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -243750.3 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -244256.187500 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -244256.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -244397.250000 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -244397.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -244495.265625 Penalty: 3778.896240
	Iteration 3Q: 3 clusters Score -244495.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -244591.968750 Penalty: 3778.896240
	Iteration 4Q: 3 clusters Score -244592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -244651.875000 Penalty: 3778.896240
	Iteration 5Q: 3 clusters Score -244651.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -244701.328125 Penalty: 3778.896240
	Iteration 6Q: 3 clusters Score -244701.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -244746.500000 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -244746.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -244781.453125 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -244781.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -244805.562500 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -244805.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -244821.359375 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -244821.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -244838.468750 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -244838.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -244858.390625 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -244858.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -244870.031250 Penalty: 3778.896240
	Iteration 13Q: 3 clusters Score -244870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -244877.500000 Penalty: 3778.896240
	Iteration 14Q: 3 clusters Score -244877.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -244883.843750 Penalty: 3778.896240
	Iteration 15Q: 3 clusters Score -244883.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -244891.656250 Penalty: 3778.896240
	Iteration 16Q: 3 clusters Score -244891.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -244904.875000 Penalty: 3778.896240
	Iteration 17Q: 3 clusters Score -244904.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -244923.515625 Penalty: 3778.896240
	Iteration 18Q: 3 clusters Score -244923.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -244948.453125 Penalty: 3778.896240
	Iteration 19Q: 3 clusters Score -244948.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -244993.031250 Penalty: 3778.896240
	Iteration 20F: 3 clusters Score -244993 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -245045.515625 Penalty: 3778.896240
	Iteration 21Q: 3 clusters Score -245045.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -245116.718750 Penalty: 3778.896240
	Iteration 22Q: 3 clusters Score -245116.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -245185.359375 Penalty: 3778.896240
	Iteration 23Q: 3 clusters Score -245185.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -245255.812500 Penalty: 3778.896240
	Iteration 24Q: 3 clusters Score -245255.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -245319.859375 Penalty: 3778.896240
	Iteration 25Q: 3 clusters Score -245319.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -245367.171875 Penalty: 3778.896240
	Iteration 26Q: 3 clusters Score -245367.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -245458.390625 Penalty: 3778.896240
	Iteration 27Q: 3 clusters Score -245458.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -245596.234375 Penalty: 3778.896240
	Iteration 28Q: 3 clusters Score -245596.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -245704.484375 Penalty: 3778.896240
	Iteration 29Q: 3 clusters Score -245704.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -245743.390625 Penalty: 3778.896240
	Iteration 30Q: 3 clusters Score -245743.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -245768.328125 Penalty: 3778.896240
	Iteration 31Q: 3 clusters Score -245768.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -245787.062500 Penalty: 3778.896240
	Iteration 32Q: 3 clusters Score -245787.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -245793.203125 Penalty: 3778.896240
	Iteration 33Q: 3 clusters Score -245793.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -245798.218750 Penalty: 3778.896240
	Iteration 34Q: 3 clusters Score -245798.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -245803.375000 Penalty: 3778.896240
	Iteration 35Q: 3 clusters Score -245803.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -245808.546875 Penalty: 3778.896240
	Iteration 36Q: 3 clusters Score -245808.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -245810.859375 Penalty: 3778.896240
	Iteration 37Q: 3 clusters Score -245810.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -245812.281250 Penalty: 3778.896240
	Iteration 38Q: 3 clusters Score -245812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -245812.281250 Penalty: 3778.896240
	Iteration 39F: 3 clusters Score -245812.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Entering Unmasked Estep 
Score: -581452.687500 Penalty: 2086.079346
	Iteration 0F: 2 clusters Score -581452.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -577243.937500 Penalty: 4172.158691
	Iteration 0F: 3 clusters Score -577243.9 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -578223.250000 Penalty: 4172.158691
	Iteration 1F: 3 clusters Score -578223.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -578405.437500 Penalty: 4172.158691
	Iteration 2F: 3 clusters Score -578405.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -578521.687500 Penalty: 4172.158691
	Iteration 3Q: 3 clusters Score -578521.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -578619.250000 Penalty: 4172.158691
	Iteration 4Q: 3 clusters Score -578619.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -578692.937500 Penalty: 4172.158691
	Iteration 5Q: 3 clusters Score -578692.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -578738.812500 Penalty: 4172.158691
	Iteration 6Q: 3 clusters Score -578738.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -578778.437500 Penalty: 4172.158691
	Iteration 7Q: 3 clusters Score -578778.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -578813.125000 Penalty: 4172.158691
	Iteration 8Q: 3 clusters Score -578813.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -578852.750000 Penalty: 4172.158691
	Iteration 9Q: 3 clusters Score -578852.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -578898.250000 Penalty: 4172.158691
	Iteration 10Q: 3 clusters Score -578898.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -578953.312500 Penalty: 4172.158691
	Iteration 11Q: 3 clusters Score -578953.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -579000.875000 Penalty: 4172.158691
	Iteration 12Q: 3 clusters Score -579000.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -579047.375000 Penalty: 4172.158691
	Iteration 13Q: 3 clusters Score -579047.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -579091.687500 Penalty: 4172.158691
	Iteration 14Q: 3 clusters Score -579091.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -579131.000000 Penalty: 4172.158691
	Iteration 15Q: 3 clusters Score -579131 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -579177.875000 Penalty: 4172.158691
	Iteration 16Q: 3 clusters Score -579177.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -579236.250000 Penalty: 4172.158691
	Iteration 17Q: 3 clusters Score -579236.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -579300.937500 Penalty: 4172.158691
	Iteration 18Q: 3 clusters Score -579300.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -579387.812500 Penalty: 4172.158691
	Iteration 19Q: 3 clusters Score -579387.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -579477.250000 Penalty: 4172.158691
	Iteration 20F: 3 clusters Score -579477.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -579577.625000 Penalty: 4172.158691
	Iteration 21Q: 3 clusters Score -579577.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -579677.750000 Penalty: 4172.158691
	Iteration 22Q: 3 clusters Score -579677.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -579746.125000 Penalty: 4172.158691
	Iteration 23Q: 3 clusters Score -579746.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -579797.125000 Penalty: 4172.158691
	Iteration 24Q: 3 clusters Score -579797.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -579839.312500 Penalty: 4172.158691
	Iteration 25Q: 3 clusters Score -579839.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -579878.312500 Penalty: 4172.158691
	Iteration 26Q: 3 clusters Score -579878.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -579918.000000 Penalty: 4172.158691
	Iteration 27Q: 3 clusters Score -579918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -579955.312500 Penalty: 4172.158691
	Iteration 28Q: 3 clusters Score -579955.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -579983.500000 Penalty: 4172.158691
	Iteration 29Q: 3 clusters Score -579983.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -580016.125000 Penalty: 4172.158691
	Iteration 30Q: 3 clusters Score -580016.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -580049.125000 Penalty: 4172.158691
	Iteration 31Q: 3 clusters Score -580049.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -580089.250000 Penalty: 4172.158691
	Iteration 32Q: 3 clusters Score -580089.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -580134.937500 Penalty: 4172.158691
	Iteration 33Q: 3 clusters Score -580134.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -580186.312500 Penalty: 4172.158691
	Iteration 34Q: 3 clusters Score -580186.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -580247.687500 Penalty: 4172.158691
	Iteration 35Q: 3 clusters Score -580247.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -580318.875000 Penalty: 4172.158691
	Iteration 36Q: 3 clusters Score -580318.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -580411.750000 Penalty: 4172.158691
	Iteration 37Q: 3 clusters Score -580411.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -580465.625000 Penalty: 4172.158691
	Iteration 38Q: 3 clusters Score -580465.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -580496.250000 Penalty: 4172.158691
	Iteration 39Q: 3 clusters Score -580496.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -580520.750000 Penalty: 4172.158691
	Iteration 40F: 3 clusters Score -580520.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -580532.750000 Penalty: 4172.158691
	Iteration 41Q: 3 clusters Score -580532.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -580537.250000 Penalty: 4172.158691
	Iteration 42Q: 3 clusters Score -580537.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -580540.437500 Penalty: 4172.158691
	Iteration 43Q: 3 clusters Score -580540.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -580542.625000 Penalty: 4172.158691
	Iteration 44Q: 3 clusters Score -580542.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -580547.937500 Penalty: 4172.158691
	Iteration 45Q: 3 clusters Score -580547.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -580550.625000 Penalty: 4172.158691
	Iteration 46Q: 3 clusters Score -580550.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -580550.937500 Penalty: 4172.158691
	Iteration 47Q: 3 clusters Score -580550.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -580553.000000 Penalty: 4172.158691
	Iteration 48Q: 3 clusters Score -580553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -580553.250000 Penalty: 4172.158691
	Iteration 49Q: 3 clusters Score -580553.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -580553.250000 Penalty: 4172.158691
	Iteration 50F: 3 clusters Score -580553.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Entering Unmasked Estep 
Score: -1291289.250000 Penalty: 2298.918945
	Iteration 0F: 2 clusters Score -1291289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1283187.125000 Penalty: 4597.837891
	Iteration 0F: 3 clusters Score -1283187 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1285579.125000 Penalty: 4597.837891
	Iteration 1F: 3 clusters Score -1285579 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1285927.250000 Penalty: 4597.837891
	Iteration 2F: 3 clusters Score -1285927 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1286194.500000 Penalty: 4597.837891
	Iteration 3F: 3 clusters Score -1286194 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1286438.250000 Penalty: 4597.837891
	Iteration 4Q: 3 clusters Score -1286438 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1286707.125000 Penalty: 4597.837891
	Iteration 5Q: 3 clusters Score -1286707 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1287050.125000 Penalty: 4597.837891
	Iteration 6Q: 3 clusters Score -1287050 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1287496.125000 Penalty: 4597.837891
	Iteration 7F: 3 clusters Score -1287496 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1288030.875000 Penalty: 4597.837891
	Iteration 8Q: 3 clusters Score -1288031 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1288625.875000 Penalty: 4597.837891
	Iteration 9F: 3 clusters Score -1288626 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1289203.875000 Penalty: 4597.837891
	Iteration 10F: 3 clusters Score -1289204 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1289647.625000 Penalty: 4597.837891
	Iteration 11Q: 3 clusters Score -1289648 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1289916.125000 Penalty: 4597.837891
	Iteration 12Q: 3 clusters Score -1289916 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1290090.750000 Penalty: 4597.837891
	Iteration 13Q: 3 clusters Score -1290091 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1290201.250000 Penalty: 4597.837891
	Iteration 14Q: 3 clusters Score -1290201 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1290308.875000 Penalty: 4597.837891
	Iteration 15Q: 3 clusters Score -1290309 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1290428.750000 Penalty: 4597.837891
	Iteration 16Q: 3 clusters Score -1290429 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1290597.625000 Penalty: 4597.837891
	Iteration 17Q: 3 clusters Score -1290598 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1290811.375000 Penalty: 4597.837891
	Iteration 18Q: 3 clusters Score -1290811 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1290979.125000 Penalty: 4597.837891
	Iteration 19Q: 3 clusters Score -1290979 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1291087.375000 Penalty: 4597.837891
	Iteration 20F: 3 clusters Score -1291087 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1291165.000000 Penalty: 4597.837891
	Iteration 21Q: 3 clusters Score -1291165 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1291223.875000 Penalty: 4597.837891
	Iteration 22Q: 3 clusters Score -1291224 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1291264.375000 Penalty: 4597.837891
	Iteration 23Q: 3 clusters Score -1291264 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1291290.375000 Penalty: 4597.837891
	Iteration 24Q: 3 clusters Score -1291290 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1291313.250000 Penalty: 4597.837891
	Iteration 25Q: 3 clusters Score -1291313 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1291331.250000 Penalty: 4597.837891
	Iteration 26Q: 3 clusters Score -1291331 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1291344.125000 Penalty: 4597.837891
	Iteration 27Q: 3 clusters Score -1291344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1291351.125000 Penalty: 4597.837891
	Iteration 28Q: 3 clusters Score -1291351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1291361.625000 Penalty: 4597.837891
	Iteration 29Q: 3 clusters Score -1291362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1291368.500000 Penalty: 4597.837891
	Iteration 30Q: 3 clusters Score -1291368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1291370.625000 Penalty: 4597.837891
	Iteration 31Q: 3 clusters Score -1291371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1291370.625000 Penalty: 4597.837891
	Iteration 32Q: 3 clusters Score -1291371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1291369.750000 Penalty: 4597.837891
	Iteration 33Q: 3 clusters Score -1291370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1291376.250000 Penalty: 4597.837891
	Iteration 34Q: 3 clusters Score -1291376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1291379.000000 Penalty: 4597.837891
	Iteration 35Q: 3 clusters Score -1291379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1291380.500000 Penalty: 4597.837891
	Iteration 36Q: 3 clusters Score -1291380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1291382.125000 Penalty: 4597.837891
	Iteration 37Q: 3 clusters Score -1291382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1291384.750000 Penalty: 4597.837891
	Iteration 38Q: 3 clusters Score -1291385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1291388.375000 Penalty: 4597.837891
	Iteration 39Q: 3 clusters Score -1291388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1291386.500000 Penalty: 4597.837891
	Iteration 40F: 3 clusters Score -1291386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1291386.000000 Penalty: 4597.837891
	Iteration 41Q: 3 clusters Score -1291386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1291387.750000 Penalty: 4597.837891
	Iteration 42Q: 3 clusters Score -1291388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1291390.500000 Penalty: 4597.837891
	Iteration 43Q: 3 clusters Score -1291390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1291390.500000 Penalty: 4597.837891
	Iteration 44Q: 3 clusters Score -1291390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1291395.250000 Penalty: 4597.837891
	Iteration 45Q: 3 clusters Score -1291395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1291391.875000 Penalty: 4597.837891
	Iteration 46Q: 3 clusters Score -1291392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1291391.750000 Penalty: 4597.837891
	Iteration 47Q: 3 clusters Score -1291392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1291391.875000 Penalty: 4597.837891
	Iteration 48Q: 3 clusters Score -1291392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1291395.500000 Penalty: 4597.837891
	Iteration 49Q: 3 clusters Score -1291396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1291395.000000 Penalty: 4597.837891
	Iteration 50Q: 3 clusters Score -1291395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1291398.875000 Penalty: 4597.837891
	Iteration 51Q: 3 clusters Score -1291399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1291398.875000 Penalty: 4597.837891
	Iteration 52Q: 3 clusters Score -1291399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1291402.500000 Penalty: 4597.837891
	Iteration 53Q: 3 clusters Score -1291402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1291404.375000 Penalty: 4597.837891
	Iteration 54Q: 3 clusters Score -1291404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1291407.000000 Penalty: 4597.837891
	Iteration 55Q: 3 clusters Score -1291407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1291410.125000 Penalty: 4597.837891
	Iteration 56Q: 3 clusters Score -1291410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1291410.750000 Penalty: 4597.837891
	Iteration 57Q: 3 clusters Score -1291411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1291413.500000 Penalty: 4597.837891
	Iteration 58Q: 3 clusters Score -1291414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1291414.750000 Penalty: 4597.837891
	Iteration 59Q: 3 clusters Score -1291415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1291412.625000 Penalty: 4597.837891
	Iteration 60F: 3 clusters Score -1291413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1291413.000000 Penalty: 4597.837891
	Iteration 61Q: 3 clusters Score -1291413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1291415.000000 Penalty: 4597.837891
	Iteration 62Q: 3 clusters Score -1291415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1291418.625000 Penalty: 4597.837891
	Iteration 63Q: 3 clusters Score -1291419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1291418.625000 Penalty: 4597.837891
	Iteration 64Q: 3 clusters Score -1291419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1291421.000000 Penalty: 4597.837891
	Iteration 65Q: 3 clusters Score -1291421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1291424.875000 Penalty: 4597.837891
	Iteration 66Q: 3 clusters Score -1291425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1291424.000000 Penalty: 4597.837891
	Iteration 67Q: 3 clusters Score -1291424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1291424.250000 Penalty: 4597.837891
	Iteration 68Q: 3 clusters Score -1291424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1291425.500000 Penalty: 4597.837891
	Iteration 69Q: 3 clusters Score -1291426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1291431.375000 Penalty: 4597.837891
	Iteration 70Q: 3 clusters Score -1291431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1291429.250000 Penalty: 4597.837891
	Iteration 71Q: 3 clusters Score -1291429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1291430.125000 Penalty: 4597.837891
	Iteration 72Q: 3 clusters Score -1291430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1291432.625000 Penalty: 4597.837891
	Iteration 73Q: 3 clusters Score -1291433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1291431.250000 Penalty: 4597.837891
	Iteration 74Q: 3 clusters Score -1291431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1291431.250000 Penalty: 4597.837891
	Iteration 75Q: 3 clusters Score -1291431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1291430.875000 Penalty: 4597.837891
	Iteration 76Q: 3 clusters Score -1291431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1291431.875000 Penalty: 4597.837891
	Iteration 77Q: 3 clusters Score -1291432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1291432.250000 Penalty: 4597.837891
	Iteration 78Q: 3 clusters Score -1291432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1291431.750000 Penalty: 4597.837891
	Iteration 79Q: 3 clusters Score -1291432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1291432.750000 Penalty: 4597.837891
	Iteration 80F: 3 clusters Score -1291433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1291435.250000 Penalty: 4597.837891
	Iteration 81Q: 3 clusters Score -1291435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1291435.000000 Penalty: 4597.837891
	Iteration 82Q: 3 clusters Score -1291435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1291436.125000 Penalty: 4597.837891
	Iteration 83Q: 3 clusters Score -1291436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1291435.625000 Penalty: 4597.837891
	Iteration 84Q: 3 clusters Score -1291436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1291437.250000 Penalty: 4597.837891
	Iteration 85Q: 3 clusters Score -1291437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1291437.250000 Penalty: 4597.837891
	Iteration 86F: 3 clusters Score -1291437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 104004 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8601 members 
Mstep: Class 8 contains 48472 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23223 members 
Mstep: Class 11 contains 13194 members 
Mstep: Class 12 contains 10656 members 
Mstep: Class 13 contains 14744 members 
Mstep: Class 14 contains 181647 members 
Mstep: Class 15 contains 11921 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88671 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96652 members 
Mstep: Class 20 contains 70927 members 
Mstep: Class 21 contains 31062 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4027 members 
Mstep: Class 25 contains 48560 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92211 members 
Mstep: Class 28 contains 5432 members 
Mstep: Class 29 contains 19401 members 
Mstep: Class 30 contains 20679 members 
Mstep: Class 31 contains 170755 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18567 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9038 members 
Mstep: Class 37 contains 4411 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2224 members 
Mstep: Class 42 contains 4860 members 
Entering Unmasked Estep 
Score: -150949808.000000 Penalty: 145916.250000
Splitting cluster 5 changes total score from -150950864.000000 to -150949808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (25068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Entering Unmasked Estep 
Score: -3161250.500000 Penalty: 2512.078369
	Iteration 0F: 2 clusters Score -3161250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3143854.750000 Penalty: 5024.156738
	Iteration 0F: 3 clusters Score -3143855 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3149906.250000 Penalty: 5024.156738
	Iteration 1F: 3 clusters Score -3149906 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -3150395.250000 Penalty: 5024.156738
	Iteration 2F: 3 clusters Score -3150395 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3150810.500000 Penalty: 5024.156738
	Iteration 3Q: 3 clusters Score -3150810 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3151259.250000 Penalty: 5024.156738
	Iteration 4Q: 3 clusters Score -3151259 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3151849.750000 Penalty: 5024.156738
	Iteration 5Q: 3 clusters Score -3151850 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3152551.000000 Penalty: 5024.156738
	Iteration 6Q: 3 clusters Score -3152551 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -3153323.500000 Penalty: 5024.156738
	Iteration 7F: 3 clusters Score -3153324 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -3154156.250000 Penalty: 5024.156738
	Iteration 8F: 3 clusters Score -3154156 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -3155020.750000 Penalty: 5024.156738
	Iteration 9F: 3 clusters Score -3155021 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -3155830.250000 Penalty: 5024.156738
	Iteration 10F: 3 clusters Score -3155830 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3156508.000000 Penalty: 5024.156738
	Iteration 11F: 3 clusters Score -3156508 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -3157078.750000 Penalty: 5024.156738
	Iteration 12Q: 3 clusters Score -3157079 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3157559.250000 Penalty: 5024.156738
	Iteration 13Q: 3 clusters Score -3157559 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -3157951.000000 Penalty: 5024.156738
	Iteration 14Q: 3 clusters Score -3157951 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -3158334.250000 Penalty: 5024.156738
	Iteration 15Q: 3 clusters Score -3158334 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3158766.500000 Penalty: 5024.156738
	Iteration 16Q: 3 clusters Score -3158766 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3159257.000000 Penalty: 5024.156738
	Iteration 17Q: 3 clusters Score -3159257 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3159766.250000 Penalty: 5024.156738
	Iteration 18Q: 3 clusters Score -3159766 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3160190.500000 Penalty: 5024.156738
	Iteration 19Q: 3 clusters Score -3160190 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3160516.750000 Penalty: 5024.156738
	Iteration 20F: 3 clusters Score -3160517 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3160725.750000 Penalty: 5024.156738
	Iteration 21Q: 3 clusters Score -3160726 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3160821.500000 Penalty: 5024.156738
	Iteration 22Q: 3 clusters Score -3160822 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3160880.750000 Penalty: 5024.156738
	Iteration 23Q: 3 clusters Score -3160881 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3160906.250000 Penalty: 5024.156738
	Iteration 24Q: 3 clusters Score -3160906 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3160939.500000 Penalty: 5024.156738
	Iteration 25Q: 3 clusters Score -3160940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3160963.750000 Penalty: 5024.156738
	Iteration 26Q: 3 clusters Score -3160964 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3160978.750000 Penalty: 5024.156738
	Iteration 27Q: 3 clusters Score -3160979 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3160993.250000 Penalty: 5024.156738
	Iteration 28Q: 3 clusters Score -3160993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3161009.000000 Penalty: 5024.156738
	Iteration 29Q: 3 clusters Score -3161009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3161015.750000 Penalty: 5024.156738
	Iteration 30Q: 3 clusters Score -3161016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3161012.750000 Penalty: 5024.156738
	Iteration 31Q: 3 clusters Score -3161013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3161014.000000 Penalty: 5024.156738
	Iteration 32Q: 3 clusters Score -3161014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3161017.750000 Penalty: 5024.156738
	Iteration 33Q: 3 clusters Score -3161018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3161021.500000 Penalty: 5024.156738
	Iteration 34Q: 3 clusters Score -3161022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3161022.250000 Penalty: 5024.156738
	Iteration 35Q: 3 clusters Score -3161022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3161023.000000 Penalty: 5024.156738
	Iteration 36Q: 3 clusters Score -3161023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3161029.750000 Penalty: 5024.156738
	Iteration 37Q: 3 clusters Score -3161030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3161028.000000 Penalty: 5024.156738
	Iteration 38Q: 3 clusters Score -3161028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3161030.000000 Penalty: 5024.156738
	Iteration 39Q: 3 clusters Score -3161030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3161023.750000 Penalty: 5024.156738
	Iteration 40F: 3 clusters Score -3161024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Entering Unmasked Estep 
Score: -966511.437500 Penalty: 2246.789307
	Iteration 0F: 2 clusters Score -966511.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -959734.000000 Penalty: 4493.578613
	Iteration 0F: 3 clusters Score -959734 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -961953.125000 Penalty: 4493.578613
	Iteration 1F: 3 clusters Score -961953.1 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -962575.875000 Penalty: 4493.578613
	Iteration 2F: 3 clusters Score -962575.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -963201.875000 Penalty: 4493.578613
	Iteration 3F: 3 clusters Score -963201.9 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -963840.937500 Penalty: 4493.578613
	Iteration 4F: 3 clusters Score -963840.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -964362.375000 Penalty: 4493.578613
	Iteration 5F: 3 clusters Score -964362.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -964702.625000 Penalty: 4493.578613
	Iteration 6F: 3 clusters Score -964702.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -964899.250000 Penalty: 4493.578613
	Iteration 7Q: 3 clusters Score -964899.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -965015.750000 Penalty: 4493.578613
	Iteration 8Q: 3 clusters Score -965015.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -965094.312500 Penalty: 4493.578613
	Iteration 9Q: 3 clusters Score -965094.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -965133.625000 Penalty: 4493.578613
	Iteration 10Q: 3 clusters Score -965133.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -965166.250000 Penalty: 4493.578613
	Iteration 11Q: 3 clusters Score -965166.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -965197.875000 Penalty: 4493.578613
	Iteration 12Q: 3 clusters Score -965197.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -965222.500000 Penalty: 4493.578613
	Iteration 13Q: 3 clusters Score -965222.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -965246.000000 Penalty: 4493.578613
	Iteration 14Q: 3 clusters Score -965246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -965258.250000 Penalty: 4493.578613
	Iteration 15Q: 3 clusters Score -965258.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -965270.562500 Penalty: 4493.578613
	Iteration 16Q: 3 clusters Score -965270.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -965280.125000 Penalty: 4493.578613
	Iteration 17Q: 3 clusters Score -965280.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -965292.375000 Penalty: 4493.578613
	Iteration 18Q: 3 clusters Score -965292.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -965296.437500 Penalty: 4493.578613
	Iteration 19Q: 3 clusters Score -965296.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -965302.312500 Penalty: 4493.578613
	Iteration 20F: 3 clusters Score -965302.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -965309.375000 Penalty: 4493.578613
	Iteration 21Q: 3 clusters Score -965309.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -965311.812500 Penalty: 4493.578613
	Iteration 22Q: 3 clusters Score -965311.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -965313.312500 Penalty: 4493.578613
	Iteration 23Q: 3 clusters Score -965313.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -965318.062500 Penalty: 4493.578613
	Iteration 24Q: 3 clusters Score -965318.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -965322.375000 Penalty: 4493.578613
	Iteration 25Q: 3 clusters Score -965322.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -965320.625000 Penalty: 4493.578613
	Iteration 26Q: 3 clusters Score -965320.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -965322.437500 Penalty: 4493.578613
	Iteration 27Q: 3 clusters Score -965322.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -965324.875000 Penalty: 4493.578613
	Iteration 28Q: 3 clusters Score -965324.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -965328.250000 Penalty: 4493.578613
	Iteration 29Q: 3 clusters Score -965328.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -965330.312500 Penalty: 4493.578613
	Iteration 30Q: 3 clusters Score -965330.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -965332.937500 Penalty: 4493.578613
	Iteration 31Q: 3 clusters Score -965332.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -965333.437500 Penalty: 4493.578613
	Iteration 32Q: 3 clusters Score -965333.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -965333.812500 Penalty: 4493.578613
	Iteration 33Q: 3 clusters Score -965333.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -965333.812500 Penalty: 4493.578613
	Iteration 34Q: 3 clusters Score -965333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -965335.062500 Penalty: 4493.578613
	Iteration 35Q: 3 clusters Score -965335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -965335.312500 Penalty: 4493.578613
	Iteration 36Q: 3 clusters Score -965335.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -965335.312500 Penalty: 4493.578613
	Iteration 37Q: 3 clusters Score -965335.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -965335.687500 Penalty: 4493.578613
	Iteration 38Q: 3 clusters Score -965335.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -965336.500000 Penalty: 4493.578613
	Iteration 39Q: 3 clusters Score -965336.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -965334.687500 Penalty: 4493.578613
	Iteration 40F: 3 clusters Score -965334.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -965335.875000 Penalty: 4493.578613
	Iteration 41Q: 3 clusters Score -965335.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -965337.437500 Penalty: 4493.578613
	Iteration 42Q: 3 clusters Score -965337.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -965336.000000 Penalty: 4493.578613
	Iteration 43Q: 3 clusters Score -965336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -965336.000000 Penalty: 4493.578613
	Iteration 44F: 3 clusters Score -965336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Entering Unmasked Estep 
Score: -6247645.000000 Penalty: 2675.607910
	Iteration 0F: 2 clusters Score -6247645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -6215126.000000 Penalty: 5351.215820
	Iteration 0F: 3 clusters Score -6215126 nChanged 22303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -6227478.000000 Penalty: 5351.215820
	Iteration 1F: 3 clusters Score -6227478 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -6228096.500000 Penalty: 5351.215820
	Iteration 2Q: 3 clusters Score -6228096 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -6228803.000000 Penalty: 5351.215820
	Iteration 3Q: 3 clusters Score -6228803 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -6229892.500000 Penalty: 5351.215820
	Iteration 4Q: 3 clusters Score -6229892 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -6231454.500000 Penalty: 5351.215820
	Iteration 5F: 3 clusters Score -6231454 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -6234000.500000 Penalty: 5351.215820
	Iteration 6F: 3 clusters Score -6234000 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -6237232.000000 Penalty: 5351.215820
	Iteration 7F: 3 clusters Score -6237232 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -6240516.500000 Penalty: 5351.215820
	Iteration 8F: 3 clusters Score -6240516 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -6243057.000000 Penalty: 5351.215820
	Iteration 9F: 3 clusters Score -6243057 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -6244479.500000 Penalty: 5351.215820
	Iteration 10Q: 3 clusters Score -6244480 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -6245240.500000 Penalty: 5351.215820
	Iteration 11Q: 3 clusters Score -6245240 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -6245576.500000 Penalty: 5351.215820
	Iteration 12Q: 3 clusters Score -6245576 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -6245751.500000 Penalty: 5351.215820
	Iteration 13Q: 3 clusters Score -6245752 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -6245890.000000 Penalty: 5351.215820
	Iteration 14Q: 3 clusters Score -6245890 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -6246015.500000 Penalty: 5351.215820
	Iteration 15Q: 3 clusters Score -6246016 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -6246113.000000 Penalty: 5351.215820
	Iteration 16Q: 3 clusters Score -6246113 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -6246206.000000 Penalty: 5351.215820
	Iteration 17Q: 3 clusters Score -6246206 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -6246282.000000 Penalty: 5351.215820
	Iteration 18Q: 3 clusters Score -6246282 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -6246329.000000 Penalty: 5351.215820
	Iteration 19Q: 3 clusters Score -6246329 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -6246382.000000 Penalty: 5351.215820
	Iteration 20F: 3 clusters Score -6246382 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -6246431.000000 Penalty: 5351.215820
	Iteration 21Q: 3 clusters Score -6246431 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -6246467.000000 Penalty: 5351.215820
	Iteration 22Q: 3 clusters Score -6246467 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -6246495.500000 Penalty: 5351.215820
	Iteration 23Q: 3 clusters Score -6246496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -6246515.500000 Penalty: 5351.215820
	Iteration 24Q: 3 clusters Score -6246516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -6246531.500000 Penalty: 5351.215820
	Iteration 25Q: 3 clusters Score -6246532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -6246553.500000 Penalty: 5351.215820
	Iteration 26Q: 3 clusters Score -6246554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -6246571.000000 Penalty: 5351.215820
	Iteration 27Q: 3 clusters Score -6246571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -6246580.000000 Penalty: 5351.215820
	Iteration 28Q: 3 clusters Score -6246580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -6246596.500000 Penalty: 5351.215820
	Iteration 29Q: 3 clusters Score -6246596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -6246605.500000 Penalty: 5351.215820
	Iteration 30Q: 3 clusters Score -6246606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -6246622.500000 Penalty: 5351.215820
	Iteration 31Q: 3 clusters Score -6246622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -6246623.500000 Penalty: 5351.215820
	Iteration 32Q: 3 clusters Score -6246624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -6246636.000000 Penalty: 5351.215820
	Iteration 33Q: 3 clusters Score -6246636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -6246652.500000 Penalty: 5351.215820
	Iteration 34Q: 3 clusters Score -6246652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -6246662.500000 Penalty: 5351.215820
	Iteration 35Q: 3 clusters Score -6246662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -6246673.500000 Penalty: 5351.215820
	Iteration 36Q: 3 clusters Score -6246674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -6246670.000000 Penalty: 5351.215820
	Iteration 37Q: 3 clusters Score -6246670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -6246675.000000 Penalty: 5351.215820
	Iteration 38Q: 3 clusters Score -6246675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -6246680.000000 Penalty: 5351.215820
	Iteration 39Q: 3 clusters Score -6246680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -6246682.500000 Penalty: 5351.215820
	Iteration 40F: 3 clusters Score -6246682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -6246704.000000 Penalty: 5351.215820
	Iteration 41Q: 3 clusters Score -6246704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -6246703.500000 Penalty: 5351.215820
	Iteration 42Q: 3 clusters Score -6246704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -6246709.000000 Penalty: 5351.215820
	Iteration 43Q: 3 clusters Score -6246709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -6246711.500000 Penalty: 5351.215820
	Iteration 44Q: 3 clusters Score -6246712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -6246714.000000 Penalty: 5351.215820
	Iteration 45Q: 3 clusters Score -6246714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -6246710.500000 Penalty: 5351.215820
	Iteration 46Q: 3 clusters Score -6246710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -6246711.000000 Penalty: 5351.215820
	Iteration 47Q: 3 clusters Score -6246711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -6246719.000000 Penalty: 5351.215820
	Iteration 48Q: 3 clusters Score -6246719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -6246722.500000 Penalty: 5351.215820
	Iteration 49Q: 3 clusters Score -6246722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -6246722.500000 Penalty: 5351.215820
	Iteration 50Q: 3 clusters Score -6246722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -6246724.500000 Penalty: 5351.215820
	Iteration 51Q: 3 clusters Score -6246724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -6246724.000000 Penalty: 5351.215820
	Iteration 52Q: 3 clusters Score -6246724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -6246732.000000 Penalty: 5351.215820
	Iteration 53Q: 3 clusters Score -6246732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -6246742.000000 Penalty: 5351.215820
	Iteration 54Q: 3 clusters Score -6246742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -6246740.500000 Penalty: 5351.215820
	Iteration 55Q: 3 clusters Score -6246740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -6246747.500000 Penalty: 5351.215820
	Iteration 56Q: 3 clusters Score -6246748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -6246747.500000 Penalty: 5351.215820
	Iteration 57Q: 3 clusters Score -6246748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -6246743.500000 Penalty: 5351.215820
	Iteration 58Q: 3 clusters Score -6246744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -6246745.000000 Penalty: 5351.215820
	Iteration 59Q: 3 clusters Score -6246745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -6246745.500000 Penalty: 5351.215820
	Iteration 60F: 3 clusters Score -6246746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -6246752.500000 Penalty: 5351.215820
	Iteration 61Q: 3 clusters Score -6246752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -6246747.000000 Penalty: 5351.215820
	Iteration 62Q: 3 clusters Score -6246747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -6246753.000000 Penalty: 5351.215820
	Iteration 63Q: 3 clusters Score -6246753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -6246755.000000 Penalty: 5351.215820
	Iteration 64Q: 3 clusters Score -6246755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -6246760.500000 Penalty: 5351.215820
	Iteration 65Q: 3 clusters Score -6246760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -6246759.500000 Penalty: 5351.215820
	Iteration 66Q: 3 clusters Score -6246760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -6246762.000000 Penalty: 5351.215820
	Iteration 67Q: 3 clusters Score -6246762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -6246761.500000 Penalty: 5351.215820
	Iteration 68Q: 3 clusters Score -6246762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -6246765.500000 Penalty: 5351.215820
	Iteration 69Q: 3 clusters Score -6246766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -6246766.500000 Penalty: 5351.215820
	Iteration 70Q: 3 clusters Score -6246766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -6246764.500000 Penalty: 5351.215820
	Iteration 71Q: 3 clusters Score -6246764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -6246768.500000 Penalty: 5351.215820
	Iteration 72Q: 3 clusters Score -6246768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -6246775.000000 Penalty: 5351.215820
	Iteration 73Q: 3 clusters Score -6246775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -6246782.000000 Penalty: 5351.215820
	Iteration 74Q: 3 clusters Score -6246782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -6246773.000000 Penalty: 5351.215820
	Iteration 75Q: 3 clusters Score -6246773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -6246774.500000 Penalty: 5351.215820
	Iteration 76Q: 3 clusters Score -6246774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -6246774.000000 Penalty: 5351.215820
	Iteration 77Q: 3 clusters Score -6246774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -6246774.500000 Penalty: 5351.215820
	Iteration 78Q: 3 clusters Score -6246774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -6246770.000000 Penalty: 5351.215820
	Iteration 79Q: 3 clusters Score -6246770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -6246770.000000 Penalty: 5351.215820
	Iteration 80F: 3 clusters Score -6246770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -27969.763672 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -27969.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26828.785156 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -26828.79 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27433.460938 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -27433.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27917.117188 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -27917.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28152.814453 Penalty: 2922.255371
	Iteration 3F: 3 clusters Score -28152.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28309.447266 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -28309.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28377.757812 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -28377.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28425.865234 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -28425.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28462.001953 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -28462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28504.087891 Penalty: 2922.255371
	Iteration 8Q: 3 clusters Score -28504.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28522.146484 Penalty: 2922.255371
	Iteration 9Q: 3 clusters Score -28522.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28533.113281 Penalty: 2922.255371
	Iteration 10Q: 3 clusters Score -28533.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28538.707031 Penalty: 2922.255371
	Iteration 11Q: 3 clusters Score -28538.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28544.119141 Penalty: 2922.255371
	Iteration 12Q: 3 clusters Score -28544.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28545.349609 Penalty: 2922.255371
	Iteration 13F: 3 clusters Score -28545.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28551.943359 Penalty: 2922.255371
	Iteration 14Q: 3 clusters Score -28551.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28551.943359 Penalty: 2922.255371
	Iteration 15F: 3 clusters Score -28551.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 104004 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 10613 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8601 members 
Mstep: Class 8 contains 48472 members 
Mstep: Class 9 contains 149 members 
Mstep: Class 10 contains 23223 members 
Mstep: Class 11 contains 13194 members 
Mstep: Class 12 contains 10656 members 
Mstep: Class 13 contains 14744 members 
Mstep: Class 14 contains 181647 members 
Mstep: Class 15 contains 11921 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88671 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96652 members 
Mstep: Class 20 contains 70927 members 
Mstep: Class 21 contains 31062 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4027 members 
Mstep: Class 25 contains 48560 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92211 members 
Mstep: Class 28 contains 5432 members 
Mstep: Class 29 contains 19401 members 
Mstep: Class 30 contains 20679 members 
Mstep: Class 31 contains 170755 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18567 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9038 members 
Mstep: Class 37 contains 4411 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2224 members 
Mstep: Class 42 contains 213 members 
Entering Unmasked Estep 
Score: -150949392.000000 Penalty: 145916.250000
Splitting cluster 9 changes total score from -150950864.000000 to -150949392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (23223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Entering Unmasked Estep 
Score: -2815908.250000 Penalty: 2493.118896
	Iteration 0F: 2 clusters Score -2815908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2799699.250000 Penalty: 4986.237793
	Iteration 0F: 3 clusters Score -2799699 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2805329.500000 Penalty: 4986.237793
	Iteration 1F: 3 clusters Score -2805330 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2806033.750000 Penalty: 4986.237793
	Iteration 2F: 3 clusters Score -2806034 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2806761.750000 Penalty: 4986.237793
	Iteration 3F: 3 clusters Score -2806762 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2807559.500000 Penalty: 4986.237793
	Iteration 4F: 3 clusters Score -2807560 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2808463.750000 Penalty: 4986.237793
	Iteration 5F: 3 clusters Score -2808464 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2809391.250000 Penalty: 4986.237793
	Iteration 6F: 3 clusters Score -2809391 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2810169.750000 Penalty: 4986.237793
	Iteration 7F: 3 clusters Score -2810170 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2810712.250000 Penalty: 4986.237793
	Iteration 8Q: 3 clusters Score -2810712 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2811082.000000 Penalty: 4986.237793
	Iteration 9Q: 3 clusters Score -2811082 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2811304.500000 Penalty: 4986.237793
	Iteration 10Q: 3 clusters Score -2811304 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2811467.500000 Penalty: 4986.237793
	Iteration 11Q: 3 clusters Score -2811468 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2811561.250000 Penalty: 4986.237793
	Iteration 12Q: 3 clusters Score -2811561 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2811642.750000 Penalty: 4986.237793
	Iteration 13Q: 3 clusters Score -2811643 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2811696.250000 Penalty: 4986.237793
	Iteration 14Q: 3 clusters Score -2811696 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2811760.750000 Penalty: 4986.237793
	Iteration 15Q: 3 clusters Score -2811761 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2811837.750000 Penalty: 4986.237793
	Iteration 16Q: 3 clusters Score -2811838 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2811913.000000 Penalty: 4986.237793
	Iteration 17Q: 3 clusters Score -2811913 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2811992.250000 Penalty: 4986.237793
	Iteration 18Q: 3 clusters Score -2811992 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2812070.750000 Penalty: 4986.237793
	Iteration 19Q: 3 clusters Score -2812071 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2812136.500000 Penalty: 4986.237793
	Iteration 20F: 3 clusters Score -2812136 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2812237.500000 Penalty: 4986.237793
	Iteration 21Q: 3 clusters Score -2812238 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2812274.000000 Penalty: 4986.237793
	Iteration 22Q: 3 clusters Score -2812274 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2812334.500000 Penalty: 4986.237793
	Iteration 23Q: 3 clusters Score -2812334 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2812376.750000 Penalty: 4986.237793
	Iteration 24Q: 3 clusters Score -2812377 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2812416.500000 Penalty: 4986.237793
	Iteration 25Q: 3 clusters Score -2812416 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2812445.250000 Penalty: 4986.237793
	Iteration 26Q: 3 clusters Score -2812445 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2812474.500000 Penalty: 4986.237793
	Iteration 27Q: 3 clusters Score -2812474 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2812509.750000 Penalty: 4986.237793
	Iteration 28Q: 3 clusters Score -2812510 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2812529.750000 Penalty: 4986.237793
	Iteration 29Q: 3 clusters Score -2812530 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2812559.000000 Penalty: 4986.237793
	Iteration 30Q: 3 clusters Score -2812559 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2812581.000000 Penalty: 4986.237793
	Iteration 31Q: 3 clusters Score -2812581 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2812584 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2812608.000000 Penalty: 4986.237793
	Iteration 33Q: 3 clusters Score -2812608 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2812631 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2812641.500000 Penalty: 4986.237793
	Iteration 35Q: 3 clusters Score -2812642 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2812647.000000 Penalty: 4986.237793
	Iteration 36Q: 3 clusters Score -2812647 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2812658.250000 Penalty: 4986.237793
	Iteration 37Q: 3 clusters Score -2812658 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2812665.250000 Penalty: 4986.237793
	Iteration 38Q: 3 clusters Score -2812665 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2812666.750000 Penalty: 4986.237793
	Iteration 39Q: 3 clusters Score -2812667 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2812673.500000 Penalty: 4986.237793
	Iteration 40F: 3 clusters Score -2812674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2812673.750000 Penalty: 4986.237793
	Iteration 41Q: 3 clusters Score -2812674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2812689.000000 Penalty: 4986.237793
	Iteration 42Q: 3 clusters Score -2812689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2812693.250000 Penalty: 4986.237793
	Iteration 43Q: 3 clusters Score -2812693 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2812695.750000 Penalty: 4986.237793
	Iteration 44Q: 3 clusters Score -2812696 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2812715.750000 Penalty: 4986.237793
	Iteration 45Q: 3 clusters Score -2812716 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2812735.000000 Penalty: 4986.237793
	Iteration 46Q: 3 clusters Score -2812735 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2812756.750000 Penalty: 4986.237793
	Iteration 47Q: 3 clusters Score -2812757 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2812770.750000 Penalty: 4986.237793
	Iteration 48Q: 3 clusters Score -2812771 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2812775.500000 Penalty: 4986.237793
	Iteration 49Q: 3 clusters Score -2812776 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2812782.750000 Penalty: 4986.237793
	Iteration 50Q: 3 clusters Score -2812783 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2812798.750000 Penalty: 4986.237793
	Iteration 51Q: 3 clusters Score -2812799 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2812796.500000 Penalty: 4986.237793
	Iteration 52Q: 3 clusters Score -2812796 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2812815.000000 Penalty: 4986.237793
	Iteration 53Q: 3 clusters Score -2812815 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2812834.750000 Penalty: 4986.237793
	Iteration 54Q: 3 clusters Score -2812835 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2812852.000000 Penalty: 4986.237793
	Iteration 55Q: 3 clusters Score -2812852 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2812863.500000 Penalty: 4986.237793
	Iteration 56Q: 3 clusters Score -2812864 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2812887.750000 Penalty: 4986.237793
	Iteration 57Q: 3 clusters Score -2812888 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2812911.250000 Penalty: 4986.237793
	Iteration 58Q: 3 clusters Score -2812911 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2812941.250000 Penalty: 4986.237793
	Iteration 59Q: 3 clusters Score -2812941 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2812962.250000 Penalty: 4986.237793
	Iteration 60F: 3 clusters Score -2812962 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2812983 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2812998 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2813019.750000 Penalty: 4986.237793
	Iteration 63Q: 3 clusters Score -2813020 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2813027.750000 Penalty: 4986.237793
	Iteration 64Q: 3 clusters Score -2813028 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2813044.250000 Penalty: 4986.237793
	Iteration 65Q: 3 clusters Score -2813044 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2813073.250000 Penalty: 4986.237793
	Iteration 66Q: 3 clusters Score -2813073 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2813086.500000 Penalty: 4986.237793
	Iteration 67Q: 3 clusters Score -2813086 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2813102.500000 Penalty: 4986.237793
	Iteration 68Q: 3 clusters Score -2813102 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2813111.750000 Penalty: 4986.237793
	Iteration 69Q: 3 clusters Score -2813112 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2813131.250000 Penalty: 4986.237793
	Iteration 70Q: 3 clusters Score -2813131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2813128.250000 Penalty: 4986.237793
	Iteration 71Q: 3 clusters Score -2813128 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2813140.250000 Penalty: 4986.237793
	Iteration 72Q: 3 clusters Score -2813140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2813144.000000 Penalty: 4986.237793
	Iteration 73Q: 3 clusters Score -2813144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2813150.500000 Penalty: 4986.237793
	Iteration 74Q: 3 clusters Score -2813150 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2813151.250000 Penalty: 4986.237793
	Iteration 75Q: 3 clusters Score -2813151 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2813154.000000 Penalty: 4986.237793
	Iteration 76Q: 3 clusters Score -2813154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2813149.500000 Penalty: 4986.237793
	Iteration 77Q: 3 clusters Score -2813150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2813161.000000 Penalty: 4986.237793
	Iteration 78Q: 3 clusters Score -2813161 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2813162.000000 Penalty: 4986.237793
	Iteration 79Q: 3 clusters Score -2813162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2813163.750000 Penalty: 4986.237793
	Iteration 80F: 3 clusters Score -2813164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2813172.000000 Penalty: 4986.237793
	Iteration 81Q: 3 clusters Score -2813172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2813176.750000 Penalty: 4986.237793
	Iteration 82Q: 3 clusters Score -2813177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2813174.500000 Penalty: 4986.237793
	Iteration 83Q: 3 clusters Score -2813174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2813180.250000 Penalty: 4986.237793
	Iteration 84Q: 3 clusters Score -2813180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2813192.500000 Penalty: 4986.237793
	Iteration 85Q: 3 clusters Score -2813192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2813196.000000 Penalty: 4986.237793
	Iteration 86Q: 3 clusters Score -2813196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2813195.750000 Penalty: 4986.237793
	Iteration 87Q: 3 clusters Score -2813196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2813193.250000 Penalty: 4986.237793
	Iteration 88Q: 3 clusters Score -2813193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2813204.500000 Penalty: 4986.237793
	Iteration 89Q: 3 clusters Score -2813204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2813207.500000 Penalty: 4986.237793
	Iteration 90Q: 3 clusters Score -2813208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2813203.000000 Penalty: 4986.237793
	Iteration 91Q: 3 clusters Score -2813203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2813203.250000 Penalty: 4986.237793
	Iteration 92Q: 3 clusters Score -2813203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2813205.500000 Penalty: 4986.237793
	Iteration 93Q: 3 clusters Score -2813206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2813209.000000 Penalty: 4986.237793
	Iteration 94Q: 3 clusters Score -2813209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2813207.500000 Penalty: 4986.237793
	Iteration 95Q: 3 clusters Score -2813208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2813206.000000 Penalty: 4986.237793
	Iteration 96Q: 3 clusters Score -2813206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2813205.750000 Penalty: 4986.237793
	Iteration 97Q: 3 clusters Score -2813206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2813211.500000 Penalty: 4986.237793
	Iteration 98Q: 3 clusters Score -2813212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2813214.250000 Penalty: 4986.237793
	Iteration 99Q: 3 clusters Score -2813214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2813212.750000 Penalty: 4986.237793
	Iteration 100F: 3 clusters Score -2813213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2813209.750000 Penalty: 4986.237793
	Iteration 101Q: 3 clusters Score -2813210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2813217.250000 Penalty: 4986.237793
	Iteration 102Q: 3 clusters Score -2813217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2813208.750000 Penalty: 4986.237793
	Iteration 103Q: 3 clusters Score -2813209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2813208.750000 Penalty: 4986.237793
	Iteration 104Q: 3 clusters Score -2813209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2813219.250000 Penalty: 4986.237793
	Iteration 105Q: 3 clusters Score -2813219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2813214.750000 Penalty: 4986.237793
	Iteration 106Q: 3 clusters Score -2813215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2813215.500000 Penalty: 4986.237793
	Iteration 107Q: 3 clusters Score -2813216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2813217.750000 Penalty: 4986.237793
	Iteration 108Q: 3 clusters Score -2813218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2813215.750000 Penalty: 4986.237793
	Iteration 109Q: 3 clusters Score -2813216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2813213.500000 Penalty: 4986.237793
	Iteration 110Q: 3 clusters Score -2813214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2813218.250000 Penalty: 4986.237793
	Iteration 111Q: 3 clusters Score -2813218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2813219.750000 Penalty: 4986.237793
	Iteration 112Q: 3 clusters Score -2813220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2813222.500000 Penalty: 4986.237793
	Iteration 113Q: 3 clusters Score -2813222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2813222.500000 Penalty: 4986.237793
	Iteration 114F: 3 clusters Score -2813222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Entering Unmasked Estep 
Score: -1667741.375000 Penalty: 2352.904297
	Iteration 0F: 2 clusters Score -1667741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1658122.625000 Penalty: 4705.808594
	Iteration 0F: 3 clusters Score -1658123 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1661358.000000 Penalty: 4705.808594
	Iteration 1F: 3 clusters Score -1661358 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1662065.375000 Penalty: 4705.808594
	Iteration 2F: 3 clusters Score -1662065 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1662800.000000 Penalty: 4705.808594
	Iteration 3F: 3 clusters Score -1662800 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1663540.625000 Penalty: 4705.808594
	Iteration 4F: 3 clusters Score -1663541 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1664202.500000 Penalty: 4705.808594
	Iteration 5F: 3 clusters Score -1664202 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1664615.750000 Penalty: 4705.808594
	Iteration 6F: 3 clusters Score -1664616 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1664895.750000 Penalty: 4705.808594
	Iteration 7Q: 3 clusters Score -1664896 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1665075.875000 Penalty: 4705.808594
	Iteration 8Q: 3 clusters Score -1665076 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1665184.625000 Penalty: 4705.808594
	Iteration 9Q: 3 clusters Score -1665185 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1665253.625000 Penalty: 4705.808594
	Iteration 10Q: 3 clusters Score -1665254 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1665307.750000 Penalty: 4705.808594
	Iteration 11Q: 3 clusters Score -1665308 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1665340.000000 Penalty: 4705.808594
	Iteration 12Q: 3 clusters Score -1665340 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1665376.000000 Penalty: 4705.808594
	Iteration 13Q: 3 clusters Score -1665376 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1665399.125000 Penalty: 4705.808594
	Iteration 14Q: 3 clusters Score -1665399 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1665422.375000 Penalty: 4705.808594
	Iteration 15Q: 3 clusters Score -1665422 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1665445.500000 Penalty: 4705.808594
	Iteration 16Q: 3 clusters Score -1665446 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1665465.750000 Penalty: 4705.808594
	Iteration 17Q: 3 clusters Score -1665466 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1665482.250000 Penalty: 4705.808594
	Iteration 18Q: 3 clusters Score -1665482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1665490.375000 Penalty: 4705.808594
	Iteration 19Q: 3 clusters Score -1665490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1665497.500000 Penalty: 4705.808594
	Iteration 20F: 3 clusters Score -1665498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1665502.625000 Penalty: 4705.808594
	Iteration 21Q: 3 clusters Score -1665503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1665507.375000 Penalty: 4705.808594
	Iteration 22Q: 3 clusters Score -1665507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1665514.000000 Penalty: 4705.808594
	Iteration 23Q: 3 clusters Score -1665514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1665516.125000 Penalty: 4705.808594
	Iteration 24Q: 3 clusters Score -1665516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1665524.125000 Penalty: 4705.808594
	Iteration 25Q: 3 clusters Score -1665524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1665530.000000 Penalty: 4705.808594
	Iteration 26Q: 3 clusters Score -1665530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1665539.625000 Penalty: 4705.808594
	Iteration 27Q: 3 clusters Score -1665540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1665546.625000 Penalty: 4705.808594
	Iteration 28Q: 3 clusters Score -1665547 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1665553.125000 Penalty: 4705.808594
	Iteration 29Q: 3 clusters Score -1665553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1665561.250000 Penalty: 4705.808594
	Iteration 30Q: 3 clusters Score -1665561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1665567.500000 Penalty: 4705.808594
	Iteration 31Q: 3 clusters Score -1665568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1665569.125000 Penalty: 4705.808594
	Iteration 32Q: 3 clusters Score -1665569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1665577.250000 Penalty: 4705.808594
	Iteration 33Q: 3 clusters Score -1665577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1665577.125000 Penalty: 4705.808594
	Iteration 34Q: 3 clusters Score -1665577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1665580.750000 Penalty: 4705.808594
	Iteration 35Q: 3 clusters Score -1665581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1665587.375000 Penalty: 4705.808594
	Iteration 36Q: 3 clusters Score -1665587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1665587.625000 Penalty: 4705.808594
	Iteration 37Q: 3 clusters Score -1665588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1665591.500000 Penalty: 4705.808594
	Iteration 38Q: 3 clusters Score -1665592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1665591.625000 Penalty: 4705.808594
	Iteration 39Q: 3 clusters Score -1665592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1665594.375000 Penalty: 4705.808594
	Iteration 40F: 3 clusters Score -1665594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1665596.750000 Penalty: 4705.808594
	Iteration 41Q: 3 clusters Score -1665597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1665600.750000 Penalty: 4705.808594
	Iteration 42Q: 3 clusters Score -1665601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1665599.500000 Penalty: 4705.808594
	Iteration 43Q: 3 clusters Score -1665600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1665597.875000 Penalty: 4705.808594
	Iteration 44Q: 3 clusters Score -1665598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1665599.375000 Penalty: 4705.808594
	Iteration 45Q: 3 clusters Score -1665599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1665599.625000 Penalty: 4705.808594
	Iteration 46Q: 3 clusters Score -1665600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1665599.000000 Penalty: 4705.808594
	Iteration 47Q: 3 clusters Score -1665599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1665599.000000 Penalty: 4705.808594
	Iteration 48Q: 3 clusters Score -1665599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1665599.625000 Penalty: 4705.808594
	Iteration 49Q: 3 clusters Score -1665600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1665598.500000 Penalty: 4705.808594
	Iteration 50Q: 3 clusters Score -1665598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1665601.125000 Penalty: 4705.808594
	Iteration 51Q: 3 clusters Score -1665601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1665601.125000 Penalty: 4705.808594
	Iteration 52F: 3 clusters Score -1665601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Entering Unmasked Estep 
Score: -1353663.250000 Penalty: 2299.921875
	Iteration 0F: 2 clusters Score -1353663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1345568.625000 Penalty: 4599.843750
	Iteration 0F: 3 clusters Score -1345569 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1347919.500000 Penalty: 4599.843750
	Iteration 1F: 3 clusters Score -1347920 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1348233.000000 Penalty: 4599.843750
	Iteration 2F: 3 clusters Score -1348233 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1348491.750000 Penalty: 4599.843750
	Iteration 3F: 3 clusters Score -1348492 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1348733.625000 Penalty: 4599.843750
	Iteration 4Q: 3 clusters Score -1348734 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1348981.125000 Penalty: 4599.843750
	Iteration 5Q: 3 clusters Score -1348981 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1349265.375000 Penalty: 4599.843750
	Iteration 6Q: 3 clusters Score -1349265 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1349635.500000 Penalty: 4599.843750
	Iteration 7F: 3 clusters Score -1349636 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1350013.125000 Penalty: 4599.843750
	Iteration 8F: 3 clusters Score -1350013 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1350360.375000 Penalty: 4599.843750
	Iteration 9Q: 3 clusters Score -1350360 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1350674.250000 Penalty: 4599.843750
	Iteration 10Q: 3 clusters Score -1350674 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1350886.250000 Penalty: 4599.843750
	Iteration 11Q: 3 clusters Score -1350886 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1351049.375000 Penalty: 4599.843750
	Iteration 12Q: 3 clusters Score -1351049 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1351191.875000 Penalty: 4599.843750
	Iteration 13Q: 3 clusters Score -1351192 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1351292.250000 Penalty: 4599.843750
	Iteration 14Q: 3 clusters Score -1351292 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1351368.875000 Penalty: 4599.843750
	Iteration 15Q: 3 clusters Score -1351369 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1351429.125000 Penalty: 4599.843750
	Iteration 16Q: 3 clusters Score -1351429 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1351469.875000 Penalty: 4599.843750
	Iteration 17Q: 3 clusters Score -1351470 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1351506.375000 Penalty: 4599.843750
	Iteration 18Q: 3 clusters Score -1351506 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1351533.250000 Penalty: 4599.843750
	Iteration 19Q: 3 clusters Score -1351533 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1351559.500000 Penalty: 4599.843750
	Iteration 20F: 3 clusters Score -1351560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1351568.500000 Penalty: 4599.843750
	Iteration 21Q: 3 clusters Score -1351568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1351581.875000 Penalty: 4599.843750
	Iteration 22Q: 3 clusters Score -1351582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1351591.625000 Penalty: 4599.843750
	Iteration 23Q: 3 clusters Score -1351592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1351606.875000 Penalty: 4599.843750
	Iteration 24Q: 3 clusters Score -1351607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1351622.000000 Penalty: 4599.843750
	Iteration 25Q: 3 clusters Score -1351622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1351638.625000 Penalty: 4599.843750
	Iteration 26Q: 3 clusters Score -1351639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1351650.250000 Penalty: 4599.843750
	Iteration 27Q: 3 clusters Score -1351650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1351657.875000 Penalty: 4599.843750
	Iteration 28Q: 3 clusters Score -1351658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1351662.750000 Penalty: 4599.843750
	Iteration 29Q: 3 clusters Score -1351663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1351669.250000 Penalty: 4599.843750
	Iteration 30Q: 3 clusters Score -1351669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1351680.000000 Penalty: 4599.843750
	Iteration 31Q: 3 clusters Score -1351680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1351691.000000 Penalty: 4599.843750
	Iteration 32Q: 3 clusters Score -1351691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1351704.500000 Penalty: 4599.843750
	Iteration 33Q: 3 clusters Score -1351704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1351715.125000 Penalty: 4599.843750
	Iteration 34Q: 3 clusters Score -1351715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1351727.750000 Penalty: 4599.843750
	Iteration 35Q: 3 clusters Score -1351728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1351739.500000 Penalty: 4599.843750
	Iteration 36Q: 3 clusters Score -1351740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1351751.875000 Penalty: 4599.843750
	Iteration 37Q: 3 clusters Score -1351752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1351757.500000 Penalty: 4599.843750
	Iteration 38Q: 3 clusters Score -1351758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1351758.500000 Penalty: 4599.843750
	Iteration 39Q: 3 clusters Score -1351758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1351758.875000 Penalty: 4599.843750
	Iteration 40F: 3 clusters Score -1351759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1351759.375000 Penalty: 4599.843750
	Iteration 41Q: 3 clusters Score -1351759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1351759.375000 Penalty: 4599.843750
	Iteration 42F: 3 clusters Score -1351759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Entering Unmasked Estep 
Score: -1806940.250000 Penalty: 2380.450684
	Iteration 0F: 2 clusters Score -1806940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1796219.750000 Penalty: 4760.901367
	Iteration 0F: 3 clusters Score -1796220 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1799942.875000 Penalty: 4760.901367
	Iteration 1F: 3 clusters Score -1799943 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1800614.750000 Penalty: 4760.901367
	Iteration 2F: 3 clusters Score -1800615 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1801358.750000 Penalty: 4760.901367
	Iteration 3F: 3 clusters Score -1801359 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1802180.375000 Penalty: 4760.901367
	Iteration 4F: 3 clusters Score -1802180 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1802960.500000 Penalty: 4760.901367
	Iteration 5F: 3 clusters Score -1802960 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1803628.500000 Penalty: 4760.901367
	Iteration 6F: 3 clusters Score -1803628 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1804142.500000 Penalty: 4760.901367
	Iteration 7F: 3 clusters Score -1804142 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1804537.625000 Penalty: 4760.901367
	Iteration 8Q: 3 clusters Score -1804538 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1804785.000000 Penalty: 4760.901367
	Iteration 9Q: 3 clusters Score -1804785 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1804945.375000 Penalty: 4760.901367
	Iteration 10Q: 3 clusters Score -1804945 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1805057.000000 Penalty: 4760.901367
	Iteration 11Q: 3 clusters Score -1805057 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1805164.000000 Penalty: 4760.901367
	Iteration 12Q: 3 clusters Score -1805164 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1805245.500000 Penalty: 4760.901367
	Iteration 13Q: 3 clusters Score -1805246 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1805319.000000 Penalty: 4760.901367
	Iteration 14Q: 3 clusters Score -1805319 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1805366.125000 Penalty: 4760.901367
	Iteration 15Q: 3 clusters Score -1805366 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1805412.125000 Penalty: 4760.901367
	Iteration 16Q: 3 clusters Score -1805412 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1805462.750000 Penalty: 4760.901367
	Iteration 17Q: 3 clusters Score -1805463 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1805513.500000 Penalty: 4760.901367
	Iteration 18Q: 3 clusters Score -1805514 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1805545.000000 Penalty: 4760.901367
	Iteration 19Q: 3 clusters Score -1805545 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1805566.625000 Penalty: 4760.901367
	Iteration 20F: 3 clusters Score -1805567 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1805580.875000 Penalty: 4760.901367
	Iteration 21Q: 3 clusters Score -1805581 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1805600.500000 Penalty: 4760.901367
	Iteration 22Q: 3 clusters Score -1805600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1805600.500000 Penalty: 4760.901367
	Iteration 23Q: 3 clusters Score -1805600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1805613.000000 Penalty: 4760.901367
	Iteration 24Q: 3 clusters Score -1805613 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1805624.375000 Penalty: 4760.901367
	Iteration 25Q: 3 clusters Score -1805624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1805642.375000 Penalty: 4760.901367
	Iteration 26Q: 3 clusters Score -1805642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1805644.125000 Penalty: 4760.901367
	Iteration 27Q: 3 clusters Score -1805644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1805643.000000 Penalty: 4760.901367
	Iteration 28Q: 3 clusters Score -1805643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1805655.125000 Penalty: 4760.901367
	Iteration 29Q: 3 clusters Score -1805655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1805657.125000 Penalty: 4760.901367
	Iteration 30Q: 3 clusters Score -1805657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1805666.750000 Penalty: 4760.901367
	Iteration 31Q: 3 clusters Score -1805667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1805663.375000 Penalty: 4760.901367
	Iteration 32Q: 3 clusters Score -1805663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1805663.750000 Penalty: 4760.901367
	Iteration 33Q: 3 clusters Score -1805664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1805665.625000 Penalty: 4760.901367
	Iteration 34Q: 3 clusters Score -1805666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1805666.875000 Penalty: 4760.901367
	Iteration 35Q: 3 clusters Score -1805667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1805667.250000 Penalty: 4760.901367
	Iteration 36Q: 3 clusters Score -1805667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1805666.750000 Penalty: 4760.901367
	Iteration 37Q: 3 clusters Score -1805667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1805666.750000 Penalty: 4760.901367
	Iteration 38Q: 3 clusters Score -1805667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1805664.625000 Penalty: 4760.901367
	Iteration 39Q: 3 clusters Score -1805665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1805667.375000 Penalty: 4760.901367
	Iteration 40F: 3 clusters Score -1805667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1805668.875000 Penalty: 4760.901367
	Iteration 41Q: 3 clusters Score -1805669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1805670.750000 Penalty: 4760.901367
	Iteration 42Q: 3 clusters Score -1805671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1805670.125000 Penalty: 4760.901367
	Iteration 43Q: 3 clusters Score -1805670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1805671.250000 Penalty: 4760.901367
	Iteration 44Q: 3 clusters Score -1805671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1805673.375000 Penalty: 4760.901367
	Iteration 45Q: 3 clusters Score -1805673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1805673.250000 Penalty: 4760.901367
	Iteration 46Q: 3 clusters Score -1805673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1805673.875000 Penalty: 4760.901367
	Iteration 47Q: 3 clusters Score -1805674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1805674.500000 Penalty: 4760.901367
	Iteration 48Q: 3 clusters Score -1805674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1805675.250000 Penalty: 4760.901367
	Iteration 49Q: 3 clusters Score -1805675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1805672.625000 Penalty: 4760.901367
	Iteration 50Q: 3 clusters Score -1805673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1805674.000000 Penalty: 4760.901367
	Iteration 51Q: 3 clusters Score -1805674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1805675.125000 Penalty: 4760.901367
	Iteration 52Q: 3 clusters Score -1805675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1805673.375000 Penalty: 4760.901367
	Iteration 53Q: 3 clusters Score -1805673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1805673.500000 Penalty: 4760.901367
	Iteration 54Q: 3 clusters Score -1805674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1805673.875000 Penalty: 4760.901367
	Iteration 55Q: 3 clusters Score -1805674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1805676.625000 Penalty: 4760.901367
	Iteration 56Q: 3 clusters Score -1805677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1805679.375000 Penalty: 4760.901367
	Iteration 57Q: 3 clusters Score -1805679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1805683.250000 Penalty: 4760.901367
	Iteration 58Q: 3 clusters Score -1805683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1805682.750000 Penalty: 4760.901367
	Iteration 59Q: 3 clusters Score -1805683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1805680.250000 Penalty: 4760.901367
	Iteration 60F: 3 clusters Score -1805680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1805682.875000 Penalty: 4760.901367
	Iteration 61Q: 3 clusters Score -1805683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1805684.250000 Penalty: 4760.901367
	Iteration 62Q: 3 clusters Score -1805684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1805683.125000 Penalty: 4760.901367
	Iteration 63Q: 3 clusters Score -1805683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1805685.125000 Penalty: 4760.901367
	Iteration 64Q: 3 clusters Score -1805685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1805685.125000 Penalty: 4760.901367
	Iteration 65Q: 3 clusters Score -1805685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1805687.125000 Penalty: 4760.901367
	Iteration 66Q: 3 clusters Score -1805687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1805685.250000 Penalty: 4760.901367
	Iteration 67Q: 3 clusters Score -1805685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1805684.875000 Penalty: 4760.901367
	Iteration 68Q: 3 clusters Score -1805685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1805685.000000 Penalty: 4760.901367
	Iteration 69Q: 3 clusters Score -1805685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1805685.000000 Penalty: 4760.901367
	Iteration 70Q: 3 clusters Score -1805685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1805687.625000 Penalty: 4760.901367
	Iteration 71Q: 3 clusters Score -1805688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1805687.625000 Penalty: 4760.901367
	Iteration 72Q: 3 clusters Score -1805688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1805687.625000 Penalty: 4760.901367
	Iteration 73F: 3 clusters Score -1805688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (181647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181647 members 
Entering Unmasked Estep 
Score: -23290286.000000 Penalty: 3003.235352
	Iteration 0F: 2 clusters Score -2.329029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90459 members 
Mstep: Class 2 contains 91188 members 
Entering Unmasked Estep 
Score: -23169122.000000 Penalty: 6006.470703
	Iteration 0F: 3 clusters Score -2.316912e+07 nChanged 87322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82957 members 
Mstep: Class 2 contains 98690 members 
Entering Unmasked Estep 
Score: -23221466.000000 Penalty: 6006.470703
	Iteration 1F: 3 clusters Score -2.322147e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78030 members 
Mstep: Class 2 contains 103617 members 
Entering Unmasked Estep 
Score: -23223886.000000 Penalty: 6006.470703
	Iteration 2Q: 3 clusters Score -2.322389e+07 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70720 members 
Mstep: Class 2 contains 110927 members 
Entering Unmasked Estep 
Score: -23227922.000000 Penalty: 6006.470703
	Iteration 3F: 3 clusters Score -2.322792e+07 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 121080 members 
Entering Unmasked Estep 
Score: -23234840.000000 Penalty: 6006.470703
	Iteration 4F: 3 clusters Score -2.323484e+07 nChanged 13940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 134296 members 
Entering Unmasked Estep 
Score: -23244990.000000 Penalty: 6006.470703
	Iteration 5F: 3 clusters Score -2.324499e+07 nChanged 15109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 149087 members 
Entering Unmasked Estep 
Score: -23258410.000000 Penalty: 6006.470703
	Iteration 6F: 3 clusters Score -2.325841e+07 nChanged 13795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 162798 members 
Entering Unmasked Estep 
Score: -23271858.000000 Penalty: 6006.470703
	Iteration 7F: 3 clusters Score -2.327186e+07 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 172370 members 
Entering Unmasked Estep 
Score: -23280550.000000 Penalty: 6006.470703
	Iteration 8F: 3 clusters Score -2.328055e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 177468 members 
Entering Unmasked Estep 
Score: -23285184.000000 Penalty: 6006.470703
	Iteration 9Q: 3 clusters Score -2.328518e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 179582 members 
Entering Unmasked Estep 
Score: -23286978.000000 Penalty: 6006.470703
	Iteration 10Q: 3 clusters Score -2.328698e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 180351 members 
Entering Unmasked Estep 
Score: -23287624.000000 Penalty: 6006.470703
	Iteration 11Q: 3 clusters Score -2.328762e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 180592 members 
Entering Unmasked Estep 
Score: -23287988.000000 Penalty: 6006.470703
	Iteration 12Q: 3 clusters Score -2.328799e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 180671 members 
Entering Unmasked Estep 
Score: -23288212.000000 Penalty: 6006.470703
	Iteration 13Q: 3 clusters Score -2.328821e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 180685 members 
Entering Unmasked Estep 
Score: -23288402.000000 Penalty: 6006.470703
	Iteration 14Q: 3 clusters Score -2.32884e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 180641 members 
Entering Unmasked Estep 
Score: -23288566.000000 Penalty: 6006.470703
	Iteration 15Q: 3 clusters Score -2.328857e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 180596 members 
Entering Unmasked Estep 
Score: -23288666.000000 Penalty: 6006.470703
	Iteration 16Q: 3 clusters Score -2.328867e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 180550 members 
Entering Unmasked Estep 
Score: -23288756.000000 Penalty: 6006.470703
	Iteration 17Q: 3 clusters Score -2.328876e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 180506 members 
Entering Unmasked Estep 
Score: -23288816.000000 Penalty: 6006.470703
	Iteration 18Q: 3 clusters Score -2.328882e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 180458 members 
Entering Unmasked Estep 
Score: -23288832.000000 Penalty: 6006.470703
	Iteration 19Q: 3 clusters Score -2.328883e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 180426 members 
Entering Unmasked Estep 
Score: -23288874.000000 Penalty: 6006.470703
	Iteration 20F: 3 clusters Score -2.328887e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 180386 members 
Entering Unmasked Estep 
Score: -23288874.000000 Penalty: 6006.470703
	Iteration 21Q: 3 clusters Score -2.328887e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 180352 members 
Entering Unmasked Estep 
Score: -23288886.000000 Penalty: 6006.470703
	Iteration 22Q: 3 clusters Score -2.328889e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 180336 members 
Entering Unmasked Estep 
Score: -23288878.000000 Penalty: 6006.470703
	Iteration 23Q: 3 clusters Score -2.328888e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 180314 members 
Entering Unmasked Estep 
Score: -23288896.000000 Penalty: 6006.470703
	Iteration 24Q: 3 clusters Score -2.32889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 180306 members 
Entering Unmasked Estep 
Score: -23288902.000000 Penalty: 6006.470703
	Iteration 25Q: 3 clusters Score -2.32889e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 180303 members 
Entering Unmasked Estep 
Score: -23288896.000000 Penalty: 6006.470703
	Iteration 26Q: 3 clusters Score -2.32889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 180299 members 
Entering Unmasked Estep 
Score: -23288920.000000 Penalty: 6006.470703
	Iteration 27Q: 3 clusters Score -2.328892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 180295 members 
Entering Unmasked Estep 
Score: -23288924.000000 Penalty: 6006.470703
	Iteration 28Q: 3 clusters Score -2.328892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 180293 members 
Entering Unmasked Estep 
Score: -23288904.000000 Penalty: 6006.470703
	Iteration 29Q: 3 clusters Score -2.32889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 180290 members 
Entering Unmasked Estep 
Score: -23288926.000000 Penalty: 6006.470703
	Iteration 30Q: 3 clusters Score -2.328893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 180290 members 
Entering Unmasked Estep 
Score: -23288926.000000 Penalty: 6006.470703
	Iteration 31F: 3 clusters Score -2.328893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Entering Unmasked Estep 
Score: -1510138.125000 Penalty: 2327.742188
	Iteration 0F: 2 clusters Score -1510138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1501302.875000 Penalty: 4655.484375
	Iteration 0F: 3 clusters Score -1501303 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1503858.750000 Penalty: 4655.484375
	Iteration 1F: 3 clusters Score -1503859 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1504188.875000 Penalty: 4655.484375
	Iteration 2F: 3 clusters Score -1504189 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1504511.875000 Penalty: 4655.484375
	Iteration 3F: 3 clusters Score -1504512 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1504950.000000 Penalty: 4655.484375
	Iteration 4F: 3 clusters Score -1504950 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1505529.250000 Penalty: 4655.484375
	Iteration 5F: 3 clusters Score -1505529 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1506214.625000 Penalty: 4655.484375
	Iteration 6F: 3 clusters Score -1506215 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1506894.375000 Penalty: 4655.484375
	Iteration 7F: 3 clusters Score -1506894 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1507506.875000 Penalty: 4655.484375
	Iteration 8F: 3 clusters Score -1507507 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1508006.250000 Penalty: 4655.484375
	Iteration 9Q: 3 clusters Score -1508006 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1508323.625000 Penalty: 4655.484375
	Iteration 10Q: 3 clusters Score -1508324 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1508567.125000 Penalty: 4655.484375
	Iteration 11Q: 3 clusters Score -1508567 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1508757.375000 Penalty: 4655.484375
	Iteration 12Q: 3 clusters Score -1508757 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1508880.750000 Penalty: 4655.484375
	Iteration 13Q: 3 clusters Score -1508881 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1508966.625000 Penalty: 4655.484375
	Iteration 14Q: 3 clusters Score -1508967 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1509047.000000 Penalty: 4655.484375
	Iteration 15Q: 3 clusters Score -1509047 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1509118.375000 Penalty: 4655.484375
	Iteration 16Q: 3 clusters Score -1509118 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1509196.125000 Penalty: 4655.484375
	Iteration 17Q: 3 clusters Score -1509196 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1509268.500000 Penalty: 4655.484375
	Iteration 18Q: 3 clusters Score -1509268 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1509342.500000 Penalty: 4655.484375
	Iteration 19Q: 3 clusters Score -1509342 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1509404.000000 Penalty: 4655.484375
	Iteration 20F: 3 clusters Score -1509404 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1509439.500000 Penalty: 4655.484375
	Iteration 21Q: 3 clusters Score -1509440 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1509457.625000 Penalty: 4655.484375
	Iteration 22Q: 3 clusters Score -1509458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1509461.125000 Penalty: 4655.484375
	Iteration 23Q: 3 clusters Score -1509461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1509467.000000 Penalty: 4655.484375
	Iteration 24Q: 3 clusters Score -1509467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1509466.250000 Penalty: 4655.484375
	Iteration 25Q: 3 clusters Score -1509466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1509472.375000 Penalty: 4655.484375
	Iteration 26Q: 3 clusters Score -1509472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1509475.750000 Penalty: 4655.484375
	Iteration 27Q: 3 clusters Score -1509476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1509477.250000 Penalty: 4655.484375
	Iteration 28Q: 3 clusters Score -1509477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1509478.625000 Penalty: 4655.484375
	Iteration 29Q: 3 clusters Score -1509479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1509474.875000 Penalty: 4655.484375
	Iteration 30Q: 3 clusters Score -1509475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1509475.375000 Penalty: 4655.484375
	Iteration 31Q: 3 clusters Score -1509475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1509476.250000 Penalty: 4655.484375
	Iteration 32Q: 3 clusters Score -1509476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1509476.250000 Penalty: 4655.484375
	Iteration 33Q: 3 clusters Score -1509476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1509477.250000 Penalty: 4655.484375
	Iteration 34Q: 3 clusters Score -1509477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1509479.500000 Penalty: 4655.484375
	Iteration 35Q: 3 clusters Score -1509480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1509479.500000 Penalty: 4655.484375
	Iteration 36F: 3 clusters Score -1509480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Entering Unmasked Estep 
Score: -1965288.125000 Penalty: 2385.182129
	Iteration 0F: 2 clusters Score -1965288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1954405.750000 Penalty: 4770.364258
	Iteration 0F: 3 clusters Score -1954406 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1957727.250000 Penalty: 4770.364258
	Iteration 1F: 3 clusters Score -1957727 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1958155.500000 Penalty: 4770.364258
	Iteration 2F: 3 clusters Score -1958156 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1958584.125000 Penalty: 4770.364258
	Iteration 3F: 3 clusters Score -1958584 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1959025.375000 Penalty: 4770.364258
	Iteration 4F: 3 clusters Score -1959025 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1959574.375000 Penalty: 4770.364258
	Iteration 5F: 3 clusters Score -1959574 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1960238.875000 Penalty: 4770.364258
	Iteration 6F: 3 clusters Score -1960239 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1960897.125000 Penalty: 4770.364258
	Iteration 7F: 3 clusters Score -1960897 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1961468.500000 Penalty: 4770.364258
	Iteration 8F: 3 clusters Score -1961468 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1961925.125000 Penalty: 4770.364258
	Iteration 9Q: 3 clusters Score -1961925 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1962253.750000 Penalty: 4770.364258
	Iteration 10Q: 3 clusters Score -1962254 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1962447.000000 Penalty: 4770.364258
	Iteration 11Q: 3 clusters Score -1962447 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1962584.625000 Penalty: 4770.364258
	Iteration 12Q: 3 clusters Score -1962585 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1962704.125000 Penalty: 4770.364258
	Iteration 13Q: 3 clusters Score -1962704 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1962780.125000 Penalty: 4770.364258
	Iteration 14Q: 3 clusters Score -1962780 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1962863.250000 Penalty: 4770.364258
	Iteration 15Q: 3 clusters Score -1962863 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1962936.000000 Penalty: 4770.364258
	Iteration 16Q: 3 clusters Score -1962936 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1963003.250000 Penalty: 4770.364258
	Iteration 17Q: 3 clusters Score -1963003 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1963055.875000 Penalty: 4770.364258
	Iteration 18Q: 3 clusters Score -1963056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1963099.000000 Penalty: 4770.364258
	Iteration 19Q: 3 clusters Score -1963099 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1963131.000000 Penalty: 4770.364258
	Iteration 20F: 3 clusters Score -1963131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1963162.625000 Penalty: 4770.364258
	Iteration 21Q: 3 clusters Score -1963163 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1963191.625000 Penalty: 4770.364258
	Iteration 22Q: 3 clusters Score -1963192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1963218.500000 Penalty: 4770.364258
	Iteration 23Q: 3 clusters Score -1963218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1963234.875000 Penalty: 4770.364258
	Iteration 24Q: 3 clusters Score -1963235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1963247.250000 Penalty: 4770.364258
	Iteration 25Q: 3 clusters Score -1963247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1963250.000000 Penalty: 4770.364258
	Iteration 26Q: 3 clusters Score -1963250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1963251.875000 Penalty: 4770.364258
	Iteration 27Q: 3 clusters Score -1963252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1963255.000000 Penalty: 4770.364258
	Iteration 28Q: 3 clusters Score -1963255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1963258.375000 Penalty: 4770.364258
	Iteration 29Q: 3 clusters Score -1963258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1963261.000000 Penalty: 4770.364258
	Iteration 30Q: 3 clusters Score -1963261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1963265.125000 Penalty: 4770.364258
	Iteration 31Q: 3 clusters Score -1963265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1963265.875000 Penalty: 4770.364258
	Iteration 32Q: 3 clusters Score -1963266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1963268.125000 Penalty: 4770.364258
	Iteration 33Q: 3 clusters Score -1963268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1963271.875000 Penalty: 4770.364258
	Iteration 34Q: 3 clusters Score -1963272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1963272.000000 Penalty: 4770.364258
	Iteration 35Q: 3 clusters Score -1963272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1963272.000000 Penalty: 4770.364258
	Iteration 36F: 3 clusters Score -1963272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88671 members 
Entering Unmasked Estep 
Score: -11502669.000000 Penalty: 2825.386475
	Iteration 0F: 2 clusters Score -1.150267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -11443338.000000 Penalty: 5650.772949
	Iteration 0F: 3 clusters Score -1.144334e+07 nChanged 41668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -11466962.000000 Penalty: 5650.772949
	Iteration 1F: 3 clusters Score -1.146696e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -11467710.000000 Penalty: 5650.772949
	Iteration 2Q: 3 clusters Score -1.146771e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -11468491.000000 Penalty: 5650.772949
	Iteration 3Q: 3 clusters Score -1.146849e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -11469437.000000 Penalty: 5650.772949
	Iteration 4Q: 3 clusters Score -1.146944e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -11470655.000000 Penalty: 5650.772949
	Iteration 5Q: 3 clusters Score -1.147066e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -11472491.000000 Penalty: 5650.772949
	Iteration 6Q: 3 clusters Score -1.147249e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -11475442.000000 Penalty: 5650.772949
	Iteration 7F: 3 clusters Score -1.147544e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 62376 members 
Entering Unmasked Estep 
Score: -11479531.000000 Penalty: 5650.772949
	Iteration 8F: 3 clusters Score -1.147953e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -11484453.000000 Penalty: 5650.772949
	Iteration 9F: 3 clusters Score -1.148445e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 72112 members 
Entering Unmasked Estep 
Score: -11488745.000000 Penalty: 5650.772949
	Iteration 10F: 3 clusters Score -1.148874e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -11491874.000000 Penalty: 5650.772949
	Iteration 11Q: 3 clusters Score -1.149187e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 77764 members 
Entering Unmasked Estep 
Score: -11493949.000000 Penalty: 5650.772949
	Iteration 12Q: 3 clusters Score -1.149395e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -11495348.000000 Penalty: 5650.772949
	Iteration 13Q: 3 clusters Score -1.149535e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 81166 members 
Entering Unmasked Estep 
Score: -11496418.000000 Penalty: 5650.772949
	Iteration 14Q: 3 clusters Score -1.149642e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
Score: -11497261.000000 Penalty: 5650.772949
	Iteration 15Q: 3 clusters Score -1.149726e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 83503 members 
Entering Unmasked Estep 
Score: -11498013.000000 Penalty: 5650.772949
	Iteration 16Q: 3 clusters Score -1.149801e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 84350 members 
Entering Unmasked Estep 
Score: -11498503.000000 Penalty: 5650.772949
	Iteration 17Q: 3 clusters Score -1.14985e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 85056 members 
Entering Unmasked Estep 
Score: -11498995.000000 Penalty: 5650.772949
	Iteration 18Q: 3 clusters Score -1.1499e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 85604 members 
Entering Unmasked Estep 
Score: -11499451.000000 Penalty: 5650.772949
	Iteration 19Q: 3 clusters Score -1.149945e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 86039 members 
Entering Unmasked Estep 
Score: -11499759.000000 Penalty: 5650.772949
	Iteration 20F: 3 clusters Score -1.149976e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -11500012.000000 Penalty: 5650.772949
	Iteration 21Q: 3 clusters Score -1.150001e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 86551 members 
Entering Unmasked Estep 
Score: -11500159.000000 Penalty: 5650.772949
	Iteration 22Q: 3 clusters Score -1.150016e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 86708 members 
Entering Unmasked Estep 
Score: -11500276.000000 Penalty: 5650.772949
	Iteration 23Q: 3 clusters Score -1.150028e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 86818 members 
Entering Unmasked Estep 
Score: -11500341.000000 Penalty: 5650.772949
	Iteration 24Q: 3 clusters Score -1.150034e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 86911 members 
Entering Unmasked Estep 
Score: -11500385.000000 Penalty: 5650.772949
	Iteration 25Q: 3 clusters Score -1.150038e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 86969 members 
Entering Unmasked Estep 
Score: -11500412.000000 Penalty: 5650.772949
	Iteration 26Q: 3 clusters Score -1.150041e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 87022 members 
Entering Unmasked Estep 
Score: -11500463.000000 Penalty: 5650.772949
	Iteration 27Q: 3 clusters Score -1.150046e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 87053 members 
Entering Unmasked Estep 
Score: -11500471.000000 Penalty: 5650.772949
	Iteration 28Q: 3 clusters Score -1.150047e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 87084 members 
Entering Unmasked Estep 
Score: -11500479.000000 Penalty: 5650.772949
	Iteration 29Q: 3 clusters Score -1.150048e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -11500499.000000 Penalty: 5650.772949
	Iteration 30Q: 3 clusters Score -1.15005e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 87129 members 
Entering Unmasked Estep 
Score: -11500515.000000 Penalty: 5650.772949
	Iteration 31Q: 3 clusters Score -1.150052e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 87143 members 
Entering Unmasked Estep 
Score: -11500526.000000 Penalty: 5650.772949
	Iteration 32Q: 3 clusters Score -1.150053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 87149 members 
Entering Unmasked Estep 
Score: -11500534.000000 Penalty: 5650.772949
	Iteration 33Q: 3 clusters Score -1.150053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 87160 members 
Entering Unmasked Estep 
Score: -11500541.000000 Penalty: 5650.772949
	Iteration 34Q: 3 clusters Score -1.150054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 87168 members 
Entering Unmasked Estep 
Score: -11500543.000000 Penalty: 5650.772949
	Iteration 35Q: 3 clusters Score -1.150054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 87174 members 
Entering Unmasked Estep 
Score: -11500550.000000 Penalty: 5650.772949
	Iteration 36Q: 3 clusters Score -1.150055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 87178 members 
Entering Unmasked Estep 
Score: -11500552.000000 Penalty: 5650.772949
	Iteration 37Q: 3 clusters Score -1.150055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 87181 members 
Entering Unmasked Estep 
Score: -11500552.000000 Penalty: 5650.772949
	Iteration 38Q: 3 clusters Score -1.150055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 87185 members 
Entering Unmasked Estep 
Score: -11500541.000000 Penalty: 5650.772949
	Iteration 39Q: 3 clusters Score -1.150054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 87191 members 
Entering Unmasked Estep 
Score: -11500527.000000 Penalty: 5650.772949
	Iteration 40F: 3 clusters Score -1.150053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 87191 members 
Entering Unmasked Estep 
Score: -11500522.000000 Penalty: 5650.772949
	Iteration 41Q: 3 clusters Score -1.150052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 87195 members 
Entering Unmasked Estep 
Score: -11500541.000000 Penalty: 5650.772949
	Iteration 42Q: 3 clusters Score -1.150054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 87200 members 
Entering Unmasked Estep 
Score: -11500537.000000 Penalty: 5650.772949
	Iteration 43Q: 3 clusters Score -1.150054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 87203 members 
Entering Unmasked Estep 
Score: -11500539.000000 Penalty: 5650.772949
	Iteration 44Q: 3 clusters Score -1.150054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 87207 members 
Entering Unmasked Estep 
Score: -11500525.000000 Penalty: 5650.772949
	Iteration 45Q: 3 clusters Score -1.150052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 87210 members 
Entering Unmasked Estep 
Score: -11500540.000000 Penalty: 5650.772949
	Iteration 46Q: 3 clusters Score -1.150054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 87214 members 
Entering Unmasked Estep 
Score: -11500546.000000 Penalty: 5650.772949
	Iteration 47Q: 3 clusters Score -1.150055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 87217 members 
Entering Unmasked Estep 
Score: -11500541.000000 Penalty: 5650.772949
	Iteration 48Q: 3 clusters Score -1.150054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 87220 members 
Entering Unmasked Estep 
Score: -11500539.000000 Penalty: 5650.772949
	Iteration 49Q: 3 clusters Score -1.150054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 87224 members 
Entering Unmasked Estep 
Score: -11500547.000000 Penalty: 5650.772949
	Iteration 50Q: 3 clusters Score -1.150055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 87226 members 
Entering Unmasked Estep 
Score: -11500549.000000 Penalty: 5650.772949
	Iteration 51Q: 3 clusters Score -1.150055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 87226 members 
Entering Unmasked Estep 
Score: -11500547.000000 Penalty: 5650.772949
	Iteration 52Q: 3 clusters Score -1.150055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -11500547.000000 Penalty: 5650.772949
	Iteration 53Q: 3 clusters Score -1.150055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -11500547.000000 Penalty: 5650.772949
	Iteration 54F: 3 clusters Score -1.150055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -356283.937500 Penalty: 1961.280029
	Iteration 0F: 2 clusters Score -356283.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -353213.406250 Penalty: 3922.560059
	Iteration 0F: 3 clusters Score -353213.4 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -353784.031250 Penalty: 3922.560059
	Iteration 1F: 3 clusters Score -353784 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -353903.000000 Penalty: 3922.560059
	Iteration 2F: 3 clusters Score -353903 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -353969.468750 Penalty: 3922.560059
	Iteration 3Q: 3 clusters Score -353969.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -354003.125000 Penalty: 3922.560059
	Iteration 4Q: 3 clusters Score -354003.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -354027.687500 Penalty: 3922.560059
	Iteration 5Q: 3 clusters Score -354027.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -354052.843750 Penalty: 3922.560059
	Iteration 6Q: 3 clusters Score -354052.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -354081.031250 Penalty: 3922.560059
	Iteration 7Q: 3 clusters Score -354081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -354095.000000 Penalty: 3922.560059
	Iteration 8Q: 3 clusters Score -354095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -354109.593750 Penalty: 3922.560059
	Iteration 9Q: 3 clusters Score -354109.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -354118.875000 Penalty: 3922.560059
	Iteration 10Q: 3 clusters Score -354118.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -354126.687500 Penalty: 3922.560059
	Iteration 11Q: 3 clusters Score -354126.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -354131.468750 Penalty: 3922.560059
	Iteration 12Q: 3 clusters Score -354131.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -354134.625000 Penalty: 3922.560059
	Iteration 13Q: 3 clusters Score -354134.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -354138.687500 Penalty: 3922.560059
	Iteration 14Q: 3 clusters Score -354138.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -354139.937500 Penalty: 3922.560059
	Iteration 15Q: 3 clusters Score -354139.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -354140.187500 Penalty: 3922.560059
	Iteration 16Q: 3 clusters Score -354140.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -354141.312500 Penalty: 3922.560059
	Iteration 17Q: 3 clusters Score -354141.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -354143.031250 Penalty: 3922.560059
	Iteration 18Q: 3 clusters Score -354143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -354143.187500 Penalty: 3922.560059
	Iteration 19Q: 3 clusters Score -354143.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -354143.187500 Penalty: 3922.560059
	Iteration 20F: 3 clusters Score -354143.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (96652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96652 members 
Entering Unmasked Estep 
Score: -12545743.000000 Penalty: 2846.760254
	Iteration 0F: 2 clusters Score -1.254574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -12481050.000000 Penalty: 5693.520508
	Iteration 0F: 3 clusters Score -1.248105e+07 nChanged 45742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -12507336.000000 Penalty: 5693.520508
	Iteration 1F: 3 clusters Score -1.250734e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -12508387.000000 Penalty: 5693.520508
	Iteration 2Q: 3 clusters Score -1.250839e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -12510117.000000 Penalty: 5693.520508
	Iteration 3Q: 3 clusters Score -1.251012e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -12512906.000000 Penalty: 5693.520508
	Iteration 4F: 3 clusters Score -1.251291e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 69453 members 
Entering Unmasked Estep 
Score: -12517635.000000 Penalty: 5693.520508
	Iteration 5F: 3 clusters Score -1.251764e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
Score: -12524444.000000 Penalty: 5693.520508
	Iteration 6F: 3 clusters Score -1.252444e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 85207 members 
Entering Unmasked Estep 
Score: -12531917.000000 Penalty: 5693.520508
	Iteration 7F: 3 clusters Score -1.253192e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 91197 members 
Entering Unmasked Estep 
Score: -12537795.000000 Penalty: 5693.520508
	Iteration 8F: 3 clusters Score -1.25378e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 94579 members 
Entering Unmasked Estep 
Score: -12541172.000000 Penalty: 5693.520508
	Iteration 9Q: 3 clusters Score -1.254117e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 95892 members 
Entering Unmasked Estep 
Score: -12542435.000000 Penalty: 5693.520508
	Iteration 10Q: 3 clusters Score -1.254244e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 96260 members 
Entering Unmasked Estep 
Score: -12542913.000000 Penalty: 5693.520508
	Iteration 11Q: 3 clusters Score -1.254291e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 96355 members 
Entering Unmasked Estep 
Score: -12543092.000000 Penalty: 5693.520508
	Iteration 12Q: 3 clusters Score -1.254309e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 96394 members 
Entering Unmasked Estep 
Score: -12543158.000000 Penalty: 5693.520508
	Iteration 13Q: 3 clusters Score -1.254316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 96404 members 
Entering Unmasked Estep 
Score: -12543183.000000 Penalty: 5693.520508
	Iteration 14Q: 3 clusters Score -1.254318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 96412 members 
Entering Unmasked Estep 
Score: -12543193.000000 Penalty: 5693.520508
	Iteration 15Q: 3 clusters Score -1.254319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 96417 members 
Entering Unmasked Estep 
Score: -12543215.000000 Penalty: 5693.520508
	Iteration 16Q: 3 clusters Score -1.254322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 96422 members 
Entering Unmasked Estep 
Score: -12543224.000000 Penalty: 5693.520508
	Iteration 17Q: 3 clusters Score -1.254322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 96426 members 
Entering Unmasked Estep 
Score: -12543222.000000 Penalty: 5693.520508
	Iteration 18Q: 3 clusters Score -1.254322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 96428 members 
Entering Unmasked Estep 
Score: -12543230.000000 Penalty: 5693.520508
	Iteration 19Q: 3 clusters Score -1.254323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 96429 members 
Entering Unmasked Estep 
Score: -12543231.000000 Penalty: 5693.520508
	Iteration 20F: 3 clusters Score -1.254323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 96428 members 
Entering Unmasked Estep 
Score: -12543241.000000 Penalty: 5693.520508
	Iteration 21Q: 3 clusters Score -1.254324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 96428 members 
Entering Unmasked Estep 
Score: -12543239.000000 Penalty: 5693.520508
	Iteration 22Q: 3 clusters Score -1.254324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 96428 members 
Entering Unmasked Estep 
Score: -12543239.000000 Penalty: 5693.520508
	Iteration 23F: 3 clusters Score -1.254324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (70927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70927 members 
Entering Unmasked Estep 
Score: -9111672.000000 Penalty: 2770.012939
	Iteration 0F: 2 clusters Score -9111672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -9064081.000000 Penalty: 5540.025879
	Iteration 0F: 3 clusters Score -9064081 nChanged 33253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -9083408.000000 Penalty: 5540.025879
	Iteration 1F: 3 clusters Score -9083408 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -9084819.000000 Penalty: 5540.025879
	Iteration 2Q: 3 clusters Score -9084819 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -9086787.000000 Penalty: 5540.025879
	Iteration 3F: 3 clusters Score -9086787 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -9090098.000000 Penalty: 5540.025879
	Iteration 4F: 3 clusters Score -9090098 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -9094495.000000 Penalty: 5540.025879
	Iteration 5F: 3 clusters Score -9094495 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -9099537.000000 Penalty: 5540.025879
	Iteration 6F: 3 clusters Score -9099537 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -9103871.000000 Penalty: 5540.025879
	Iteration 7F: 3 clusters Score -9103871 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -9106689.000000 Penalty: 5540.025879
	Iteration 8Q: 3 clusters Score -9106689 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 69345 members 
Entering Unmasked Estep 
Score: -9108120.000000 Penalty: 5540.025879
	Iteration 9Q: 3 clusters Score -9108120 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 70038 members 
Entering Unmasked Estep 
Score: -9108731.000000 Penalty: 5540.025879
	Iteration 10Q: 3 clusters Score -9108731 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 70356 members 
Entering Unmasked Estep 
Score: -9109062.000000 Penalty: 5540.025879
	Iteration 11Q: 3 clusters Score -9109062 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 70479 members 
Entering Unmasked Estep 
Score: -9109186.000000 Penalty: 5540.025879
	Iteration 12Q: 3 clusters Score -9109186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -9109217.000000 Penalty: 5540.025879
	Iteration 13Q: 3 clusters Score -9109217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 70543 members 
Entering Unmasked Estep 
Score: -9109262.000000 Penalty: 5540.025879
	Iteration 14Q: 3 clusters Score -9109262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
Score: -9109281.000000 Penalty: 5540.025879
	Iteration 15Q: 3 clusters Score -9109281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 70570 members 
Entering Unmasked Estep 
Score: -9109294.000000 Penalty: 5540.025879
	Iteration 16Q: 3 clusters Score -9109294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 70578 members 
Entering Unmasked Estep 
Score: -9109310.000000 Penalty: 5540.025879
	Iteration 17Q: 3 clusters Score -9109310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 70585 members 
Entering Unmasked Estep 
Score: -9109312.000000 Penalty: 5540.025879
	Iteration 18Q: 3 clusters Score -9109312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 70584 members 
Entering Unmasked Estep 
Score: -9109313.000000 Penalty: 5540.025879
	Iteration 19Q: 3 clusters Score -9109313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 70585 members 
Entering Unmasked Estep 
Score: -9109312.000000 Penalty: 5540.025879
	Iteration 20F: 3 clusters Score -9109312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 70588 members 
Entering Unmasked Estep 
Score: -9109323.000000 Penalty: 5540.025879
	Iteration 21Q: 3 clusters Score -9109323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 70590 members 
Entering Unmasked Estep 
Score: -9109332.000000 Penalty: 5540.025879
	Iteration 22Q: 3 clusters Score -9109332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -9109326.000000 Penalty: 5540.025879
	Iteration 23Q: 3 clusters Score -9109326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -9109317.000000 Penalty: 5540.025879
	Iteration 24Q: 3 clusters Score -9109317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 70593 members 
Entering Unmasked Estep 
Score: -9109320.000000 Penalty: 5540.025879
	Iteration 25Q: 3 clusters Score -9109320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 70592 members 
Entering Unmasked Estep 
Score: -9109322.000000 Penalty: 5540.025879
	Iteration 26Q: 3 clusters Score -9109322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 70593 members 
Entering Unmasked Estep 
Score: -9109323.000000 Penalty: 5540.025879
	Iteration 27Q: 3 clusters Score -9109323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 70593 members 
Entering Unmasked Estep 
Score: -9109323.000000 Penalty: 5540.025879
	Iteration 28F: 3 clusters Score -9109323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Entering Unmasked Estep 
Score: -4015752.250000 Penalty: 2565.247559
	Iteration 0F: 2 clusters Score -4015752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -3994618.250000 Penalty: 5130.495117
	Iteration 0F: 3 clusters Score -3994618 nChanged 14044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -4002113.500000 Penalty: 5130.495117
	Iteration 1F: 3 clusters Score -4002114 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -4002600.500000 Penalty: 5130.495117
	Iteration 2Q: 3 clusters Score -4002600 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -4003018.500000 Penalty: 5130.495117
	Iteration 3Q: 3 clusters Score -4003018 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -4003435.750000 Penalty: 5130.495117
	Iteration 4Q: 3 clusters Score -4003436 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -4003809.750000 Penalty: 5130.495117
	Iteration 5Q: 3 clusters Score -4003810 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -4004188.000000 Penalty: 5130.495117
	Iteration 6Q: 3 clusters Score -4004188 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -4004562.000000 Penalty: 5130.495117
	Iteration 7Q: 3 clusters Score -4004562 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -4005012.000000 Penalty: 5130.495117
	Iteration 8Q: 3 clusters Score -4005012 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -4005457.000000 Penalty: 5130.495117
	Iteration 9Q: 3 clusters Score -4005457 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -4006081.250000 Penalty: 5130.495117
	Iteration 10Q: 3 clusters Score -4006081 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -4006851.500000 Penalty: 5130.495117
	Iteration 11Q: 3 clusters Score -4006852 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -4007788.000000 Penalty: 5130.495117
	Iteration 12Q: 3 clusters Score -4007788 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -4008831.000000 Penalty: 5130.495117
	Iteration 13F: 3 clusters Score -4008831 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -4009780.500000 Penalty: 5130.495117
	Iteration 14Q: 3 clusters Score -4009780 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -4010522.000000 Penalty: 5130.495117
	Iteration 15Q: 3 clusters Score -4010522 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -4011100.500000 Penalty: 5130.495117
	Iteration 16Q: 3 clusters Score -4011100 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -4011533.750000 Penalty: 5130.495117
	Iteration 17Q: 3 clusters Score -4011534 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -4011871.000000 Penalty: 5130.495117
	Iteration 18Q: 3 clusters Score -4011871 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -4012148.000000 Penalty: 5130.495117
	Iteration 19Q: 3 clusters Score -4012148 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -4012412.000000 Penalty: 5130.495117
	Iteration 20F: 3 clusters Score -4012412 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -4012640.000000 Penalty: 5130.495117
	Iteration 21Q: 3 clusters Score -4012640 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -4012807.500000 Penalty: 5130.495117
	Iteration 22Q: 3 clusters Score -4012808 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -4012999.250000 Penalty: 5130.495117
	Iteration 23Q: 3 clusters Score -4012999 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -4013171.500000 Penalty: 5130.495117
	Iteration 24Q: 3 clusters Score -4013172 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -4013337.750000 Penalty: 5130.495117
	Iteration 25Q: 3 clusters Score -4013338 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -4013489.500000 Penalty: 5130.495117
	Iteration 26Q: 3 clusters Score -4013490 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -4013610.750000 Penalty: 5130.495117
	Iteration 27Q: 3 clusters Score -4013611 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -4013689.250000 Penalty: 5130.495117
	Iteration 28Q: 3 clusters Score -4013689 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -4013814.500000 Penalty: 5130.495117
	Iteration 29Q: 3 clusters Score -4013814 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -4013906.750000 Penalty: 5130.495117
	Iteration 30Q: 3 clusters Score -4013907 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -4013949.500000 Penalty: 5130.495117
	Iteration 31Q: 3 clusters Score -4013950 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -4013988.250000 Penalty: 5130.495117
	Iteration 32Q: 3 clusters Score -4013988 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -4014022.000000 Penalty: 5130.495117
	Iteration 33Q: 3 clusters Score -4014022 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -4014065.750000 Penalty: 5130.495117
	Iteration 34Q: 3 clusters Score -4014066 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -4014117.250000 Penalty: 5130.495117
	Iteration 35Q: 3 clusters Score -4014117 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -4014149.250000 Penalty: 5130.495117
	Iteration 36Q: 3 clusters Score -4014149 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -4014175.500000 Penalty: 5130.495117
	Iteration 37Q: 3 clusters Score -4014176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -4014195.000000 Penalty: 5130.495117
	Iteration 38Q: 3 clusters Score -4014195 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -4014201.500000 Penalty: 5130.495117
	Iteration 39Q: 3 clusters Score -4014202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -4014210.000000 Penalty: 5130.495117
	Iteration 40F: 3 clusters Score -4014210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -4014223.750000 Penalty: 5130.495117
	Iteration 41Q: 3 clusters Score -4014224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -4014247.000000 Penalty: 5130.495117
	Iteration 42Q: 3 clusters Score -4014247 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -4014251.750000 Penalty: 5130.495117
	Iteration 43Q: 3 clusters Score -4014252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -4014271.750000 Penalty: 5130.495117
	Iteration 44Q: 3 clusters Score -4014272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -4014269.500000 Penalty: 5130.495117
	Iteration 45Q: 3 clusters Score -4014270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -4014269.750000 Penalty: 5130.495117
	Iteration 46Q: 3 clusters Score -4014270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -4014275.500000 Penalty: 5130.495117
	Iteration 47Q: 3 clusters Score -4014276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4014283.750000 Penalty: 5130.495117
	Iteration 48Q: 3 clusters Score -4014284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -4014284.000000 Penalty: 5130.495117
	Iteration 49Q: 3 clusters Score -4014284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -4014292.000000 Penalty: 5130.495117
	Iteration 50Q: 3 clusters Score -4014292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -4014291.500000 Penalty: 5130.495117
	Iteration 51Q: 3 clusters Score -4014292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -4014290.000000 Penalty: 5130.495117
	Iteration 52Q: 3 clusters Score -4014290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -4014291.500000 Penalty: 5130.495117
	Iteration 53Q: 3 clusters Score -4014292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -4014291.500000 Penalty: 5130.495117
	Iteration 54F: 3 clusters Score -4014292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Entering Unmasked Estep 
Score: -741652.437500 Penalty: 2161.416260
	Iteration 0F: 2 clusters Score -741652.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -736483.625000 Penalty: 4322.832520
	Iteration 0F: 3 clusters Score -736483.6 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -737858.937500 Penalty: 4322.832520
	Iteration 1F: 3 clusters Score -737858.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -738144.250000 Penalty: 4322.832520
	Iteration 2F: 3 clusters Score -738144.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -738354.375000 Penalty: 4322.832520
	Iteration 3F: 3 clusters Score -738354.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -738536.500000 Penalty: 4322.832520
	Iteration 4Q: 3 clusters Score -738536.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -738707.125000 Penalty: 4322.832520
	Iteration 5Q: 3 clusters Score -738707.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -738894.437500 Penalty: 4322.832520
	Iteration 6Q: 3 clusters Score -738894.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -739085.687500 Penalty: 4322.832520
	Iteration 7Q: 3 clusters Score -739085.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -739292.062500 Penalty: 4322.832520
	Iteration 8Q: 3 clusters Score -739292.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -739469.312500 Penalty: 4322.832520
	Iteration 9Q: 3 clusters Score -739469.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -739637.437500 Penalty: 4322.832520
	Iteration 10Q: 3 clusters Score -739637.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -739777.937500 Penalty: 4322.832520
	Iteration 11Q: 3 clusters Score -739777.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -739887.562500 Penalty: 4322.832520
	Iteration 12Q: 3 clusters Score -739887.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -739973.500000 Penalty: 4322.832520
	Iteration 13Q: 3 clusters Score -739973.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -740044.750000 Penalty: 4322.832520
	Iteration 14Q: 3 clusters Score -740044.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -740107.375000 Penalty: 4322.832520
	Iteration 15Q: 3 clusters Score -740107.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -740159.812500 Penalty: 4322.832520
	Iteration 16Q: 3 clusters Score -740159.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -740196.437500 Penalty: 4322.832520
	Iteration 17Q: 3 clusters Score -740196.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -740244.750000 Penalty: 4322.832520
	Iteration 18Q: 3 clusters Score -740244.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -740282.062500 Penalty: 4322.832520
	Iteration 19Q: 3 clusters Score -740282.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -740324.812500 Penalty: 4322.832520
	Iteration 20F: 3 clusters Score -740324.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -740371.375000 Penalty: 4322.832520
	Iteration 21Q: 3 clusters Score -740371.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -740410.312500 Penalty: 4322.832520
	Iteration 22Q: 3 clusters Score -740410.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -740444.750000 Penalty: 4322.832520
	Iteration 23Q: 3 clusters Score -740444.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -740479.250000 Penalty: 4322.832520
	Iteration 24Q: 3 clusters Score -740479.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -740517.875000 Penalty: 4322.832520
	Iteration 25Q: 3 clusters Score -740517.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -740566.187500 Penalty: 4322.832520
	Iteration 26Q: 3 clusters Score -740566.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -740607.812500 Penalty: 4322.832520
	Iteration 27Q: 3 clusters Score -740607.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -740641.375000 Penalty: 4322.832520
	Iteration 28Q: 3 clusters Score -740641.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -740662.437500 Penalty: 4322.832520
	Iteration 29Q: 3 clusters Score -740662.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -740681.937500 Penalty: 4322.832520
	Iteration 30Q: 3 clusters Score -740681.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -740702.312500 Penalty: 4322.832520
	Iteration 31Q: 3 clusters Score -740702.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -740712.500000 Penalty: 4322.832520
	Iteration 32Q: 3 clusters Score -740712.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -740719.812500 Penalty: 4322.832520
	Iteration 33Q: 3 clusters Score -740719.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -740727.250000 Penalty: 4322.832520
	Iteration 34Q: 3 clusters Score -740727.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -740731.375000 Penalty: 4322.832520
	Iteration 35Q: 3 clusters Score -740731.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -740734.875000 Penalty: 4322.832520
	Iteration 36Q: 3 clusters Score -740734.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -740736.500000 Penalty: 4322.832520
	Iteration 37Q: 3 clusters Score -740736.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -740736.562500 Penalty: 4322.832520
	Iteration 38Q: 3 clusters Score -740736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -740736.062500 Penalty: 4322.832520
	Iteration 39Q: 3 clusters Score -740736.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -740736.750000 Penalty: 4322.832520
	Iteration 40F: 3 clusters Score -740736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -740736.937500 Penalty: 4322.832520
	Iteration 41Q: 3 clusters Score -740736.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -740737.062500 Penalty: 4322.832520
	Iteration 42Q: 3 clusters Score -740737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -740736.812500 Penalty: 4322.832520
	Iteration 43Q: 3 clusters Score -740736.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -740736.812500 Penalty: 4322.832520
	Iteration 44F: 3 clusters Score -740736.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Entering Unmasked Estep 
Score: -1383264.000000 Penalty: 2318.674316
	Iteration 0F: 2 clusters Score -1383264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1374639.875000 Penalty: 4637.348633
	Iteration 0F: 3 clusters Score -1374640 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1377261.375000 Penalty: 4637.348633
	Iteration 1F: 3 clusters Score -1377261 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1377606.875000 Penalty: 4637.348633
	Iteration 2F: 3 clusters Score -1377607 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1377877.125000 Penalty: 4637.348633
	Iteration 3F: 3 clusters Score -1377877 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1378144.125000 Penalty: 4637.348633
	Iteration 4Q: 3 clusters Score -1378144 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1378452.125000 Penalty: 4637.348633
	Iteration 5Q: 3 clusters Score -1378452 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1378850.500000 Penalty: 4637.348633
	Iteration 6F: 3 clusters Score -1378850 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1379261.500000 Penalty: 4637.348633
	Iteration 7F: 3 clusters Score -1379262 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1379710.375000 Penalty: 4637.348633
	Iteration 8F: 3 clusters Score -1379710 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1380219.500000 Penalty: 4637.348633
	Iteration 9F: 3 clusters Score -1380220 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1380711.875000 Penalty: 4637.348633
	Iteration 10F: 3 clusters Score -1380712 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1381176.500000 Penalty: 4637.348633
	Iteration 11Q: 3 clusters Score -1381176 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1381492.125000 Penalty: 4637.348633
	Iteration 12Q: 3 clusters Score -1381492 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1381695.750000 Penalty: 4637.348633
	Iteration 13Q: 3 clusters Score -1381696 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1381814.125000 Penalty: 4637.348633
	Iteration 14Q: 3 clusters Score -1381814 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1381881.500000 Penalty: 4637.348633
	Iteration 15Q: 3 clusters Score -1381882 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1381929.375000 Penalty: 4637.348633
	Iteration 16Q: 3 clusters Score -1381929 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1381965.625000 Penalty: 4637.348633
	Iteration 17Q: 3 clusters Score -1381966 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1381986.500000 Penalty: 4637.348633
	Iteration 18Q: 3 clusters Score -1381986 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1382002.750000 Penalty: 4637.348633
	Iteration 19Q: 3 clusters Score -1382003 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1382015.750000 Penalty: 4637.348633
	Iteration 20F: 3 clusters Score -1382016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1382027.000000 Penalty: 4637.348633
	Iteration 21Q: 3 clusters Score -1382027 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1382035.375000 Penalty: 4637.348633
	Iteration 22Q: 3 clusters Score -1382035 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1382045.750000 Penalty: 4637.348633
	Iteration 23Q: 3 clusters Score -1382046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1382055.375000 Penalty: 4637.348633
	Iteration 24Q: 3 clusters Score -1382055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1382053.875000 Penalty: 4637.348633
	Iteration 25Q: 3 clusters Score -1382054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1382061.500000 Penalty: 4637.348633
	Iteration 26Q: 3 clusters Score -1382062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1382059.375000 Penalty: 4637.348633
	Iteration 27Q: 3 clusters Score -1382059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1382062.750000 Penalty: 4637.348633
	Iteration 28Q: 3 clusters Score -1382063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1382063.500000 Penalty: 4637.348633
	Iteration 29Q: 3 clusters Score -1382064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1382062.625000 Penalty: 4637.348633
	Iteration 30Q: 3 clusters Score -1382063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1382066.875000 Penalty: 4637.348633
	Iteration 31Q: 3 clusters Score -1382067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1382063.625000 Penalty: 4637.348633
	Iteration 32Q: 3 clusters Score -1382064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1382064.375000 Penalty: 4637.348633
	Iteration 33Q: 3 clusters Score -1382064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1382064.125000 Penalty: 4637.348633
	Iteration 34Q: 3 clusters Score -1382064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1382067.125000 Penalty: 4637.348633
	Iteration 35Q: 3 clusters Score -1382067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1382068.750000 Penalty: 4637.348633
	Iteration 36Q: 3 clusters Score -1382069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1382069.375000 Penalty: 4637.348633
	Iteration 37Q: 3 clusters Score -1382069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1382067.750000 Penalty: 4637.348633
	Iteration 38Q: 3 clusters Score -1382068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1382068.125000 Penalty: 4637.348633
	Iteration 39Q: 3 clusters Score -1382068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1382069.750000 Penalty: 4637.348633
	Iteration 40F: 3 clusters Score -1382070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1382070.500000 Penalty: 4637.348633
	Iteration 41Q: 3 clusters Score -1382070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1382070.500000 Penalty: 4637.348633
	Iteration 42Q: 3 clusters Score -1382070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1382067.500000 Penalty: 4637.348633
	Iteration 43Q: 3 clusters Score -1382068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1382067.500000 Penalty: 4637.348633
	Iteration 44F: 3 clusters Score -1382068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Entering Unmasked Estep 
Score: -438325.218750 Penalty: 2058.592773
	Iteration 0F: 2 clusters Score -438325.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -434552.531250 Penalty: 4117.185547
	Iteration 0F: 3 clusters Score -434552.5 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -435745.375000 Penalty: 4117.185547
	Iteration 1F: 3 clusters Score -435745.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -436091.750000 Penalty: 4117.185547
	Iteration 2F: 3 clusters Score -436091.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -436354.093750 Penalty: 4117.185547
	Iteration 3F: 3 clusters Score -436354.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -436532.187500 Penalty: 4117.185547
	Iteration 4F: 3 clusters Score -436532.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -436649.687500 Penalty: 4117.185547
	Iteration 5Q: 3 clusters Score -436649.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -436736.718750 Penalty: 4117.185547
	Iteration 6Q: 3 clusters Score -436736.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -436814.406250 Penalty: 4117.185547
	Iteration 7Q: 3 clusters Score -436814.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -436890.250000 Penalty: 4117.185547
	Iteration 8Q: 3 clusters Score -436890.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -436950.250000 Penalty: 4117.185547
	Iteration 9Q: 3 clusters Score -436950.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -436994.437500 Penalty: 4117.185547
	Iteration 10Q: 3 clusters Score -436994.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -437028.593750 Penalty: 4117.185547
	Iteration 11Q: 3 clusters Score -437028.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -437051.906250 Penalty: 4117.185547
	Iteration 12Q: 3 clusters Score -437051.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -437075.812500 Penalty: 4117.185547
	Iteration 13Q: 3 clusters Score -437075.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -437094.031250 Penalty: 4117.185547
	Iteration 14Q: 3 clusters Score -437094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -437106.656250 Penalty: 4117.185547
	Iteration 15Q: 3 clusters Score -437106.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -437122.562500 Penalty: 4117.185547
	Iteration 16Q: 3 clusters Score -437122.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -437140.718750 Penalty: 4117.185547
	Iteration 17Q: 3 clusters Score -437140.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -437155.656250 Penalty: 4117.185547
	Iteration 18Q: 3 clusters Score -437155.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -437170.406250 Penalty: 4117.185547
	Iteration 19Q: 3 clusters Score -437170.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -437188.437500 Penalty: 4117.185547
	Iteration 20F: 3 clusters Score -437188.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -437203.968750 Penalty: 4117.185547
	Iteration 21Q: 3 clusters Score -437204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -437223.906250 Penalty: 4117.185547
	Iteration 22Q: 3 clusters Score -437223.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -437239.656250 Penalty: 4117.185547
	Iteration 23Q: 3 clusters Score -437239.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -437248.812500 Penalty: 4117.185547
	Iteration 24Q: 3 clusters Score -437248.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -437254.406250 Penalty: 4117.185547
	Iteration 25Q: 3 clusters Score -437254.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -437260.125000 Penalty: 4117.185547
	Iteration 26Q: 3 clusters Score -437260.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -437267.375000 Penalty: 4117.185547
	Iteration 27Q: 3 clusters Score -437267.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -437282.937500 Penalty: 4117.185547
	Iteration 28Q: 3 clusters Score -437282.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -437298.906250 Penalty: 4117.185547
	Iteration 29Q: 3 clusters Score -437298.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -437311.906250 Penalty: 4117.185547
	Iteration 30Q: 3 clusters Score -437311.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -437316.125000 Penalty: 4117.185547
	Iteration 31Q: 3 clusters Score -437316.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -437318.718750 Penalty: 4117.185547
	Iteration 32Q: 3 clusters Score -437318.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -437320.062500 Penalty: 4117.185547
	Iteration 33Q: 3 clusters Score -437320.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -437322.812500 Penalty: 4117.185547
	Iteration 34Q: 3 clusters Score -437322.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -437323.656250 Penalty: 4117.185547
	Iteration 35Q: 3 clusters Score -437323.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -437324.406250 Penalty: 4117.185547
	Iteration 36Q: 3 clusters Score -437324.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -437325.500000 Penalty: 4117.185547
	Iteration 37Q: 3 clusters Score -437325.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -437326.156250 Penalty: 4117.185547
	Iteration 38Q: 3 clusters Score -437326.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -437327.000000 Penalty: 4117.185547
	Iteration 39Q: 3 clusters Score -437327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -437326.687500 Penalty: 4117.185547
	Iteration 40F: 3 clusters Score -437326.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -437327.281250 Penalty: 4117.185547
	Iteration 41Q: 3 clusters Score -437327.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -437327.281250 Penalty: 4117.185547
	Iteration 42F: 3 clusters Score -437327.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (48560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Entering Unmasked Estep 
Score: -6242449.000000 Penalty: 2676.057617
	Iteration 0F: 2 clusters Score -6242449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -6209877.000000 Penalty: 5352.115234
	Iteration 0F: 3 clusters Score -6209877 nChanged 22406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -6222225.000000 Penalty: 5352.115234
	Iteration 1F: 3 clusters Score -6222225 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -6222813.500000 Penalty: 5352.115234
	Iteration 2Q: 3 clusters Score -6222814 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -6223361.000000 Penalty: 5352.115234
	Iteration 3Q: 3 clusters Score -6223361 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -6224047.000000 Penalty: 5352.115234
	Iteration 4Q: 3 clusters Score -6224047 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -6224755.000000 Penalty: 5352.115234
	Iteration 5Q: 3 clusters Score -6224755 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -6225520.000000 Penalty: 5352.115234
	Iteration 6Q: 3 clusters Score -6225520 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -6226379.000000 Penalty: 5352.115234
	Iteration 7Q: 3 clusters Score -6226379 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -6227277.000000 Penalty: 5352.115234
	Iteration 8Q: 3 clusters Score -6227277 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -6228267.500000 Penalty: 5352.115234
	Iteration 9Q: 3 clusters Score -6228268 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -6229155.500000 Penalty: 5352.115234
	Iteration 10Q: 3 clusters Score -6229156 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -6230071.500000 Penalty: 5352.115234
	Iteration 11Q: 3 clusters Score -6230072 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -6231048.000000 Penalty: 5352.115234
	Iteration 12Q: 3 clusters Score -6231048 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -6232034.500000 Penalty: 5352.115234
	Iteration 13Q: 3 clusters Score -6232034 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -6232879.500000 Penalty: 5352.115234
	Iteration 14Q: 3 clusters Score -6232880 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -6233620.000000 Penalty: 5352.115234
	Iteration 15Q: 3 clusters Score -6233620 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -6233993.500000 Penalty: 5352.115234
	Iteration 16Q: 3 clusters Score -6233994 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -6234256.500000 Penalty: 5352.115234
	Iteration 17Q: 3 clusters Score -6234256 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -6234393.500000 Penalty: 5352.115234
	Iteration 18Q: 3 clusters Score -6234394 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -6234571.000000 Penalty: 5352.115234
	Iteration 19Q: 3 clusters Score -6234571 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -6234654.500000 Penalty: 5352.115234
	Iteration 20F: 3 clusters Score -6234654 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -6234795.000000 Penalty: 5352.115234
	Iteration 21Q: 3 clusters Score -6234795 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -6234867.000000 Penalty: 5352.115234
	Iteration 22Q: 3 clusters Score -6234867 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -6234918.500000 Penalty: 5352.115234
	Iteration 23Q: 3 clusters Score -6234918 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -6234977.500000 Penalty: 5352.115234
	Iteration 24Q: 3 clusters Score -6234978 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -6235041.000000 Penalty: 5352.115234
	Iteration 25Q: 3 clusters Score -6235041 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -6235115.000000 Penalty: 5352.115234
	Iteration 26Q: 3 clusters Score -6235115 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -6235156.000000 Penalty: 5352.115234
	Iteration 27Q: 3 clusters Score -6235156 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -6235212.000000 Penalty: 5352.115234
	Iteration 28Q: 3 clusters Score -6235212 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -6235258.000000 Penalty: 5352.115234
	Iteration 29Q: 3 clusters Score -6235258 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -6235307.500000 Penalty: 5352.115234
	Iteration 30Q: 3 clusters Score -6235308 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -6235348.000000 Penalty: 5352.115234
	Iteration 31Q: 3 clusters Score -6235348 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -6235368.500000 Penalty: 5352.115234
	Iteration 32Q: 3 clusters Score -6235368 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -6235384.500000 Penalty: 5352.115234
	Iteration 33Q: 3 clusters Score -6235384 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -6235399.500000 Penalty: 5352.115234
	Iteration 34Q: 3 clusters Score -6235400 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -6235428.000000 Penalty: 5352.115234
	Iteration 35Q: 3 clusters Score -6235428 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -6235436.500000 Penalty: 5352.115234
	Iteration 36Q: 3 clusters Score -6235436 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -6235453.500000 Penalty: 5352.115234
	Iteration 37Q: 3 clusters Score -6235454 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -6235472.500000 Penalty: 5352.115234
	Iteration 38Q: 3 clusters Score -6235472 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6235486 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6235505 nChanged 160
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Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6235538 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24195 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6235539 nChanged 117
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Mstep: Class 1 contains 24218 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6235568 nChanged 100
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Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6235564 nChanged 97
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Mstep: Class 1 contains 24281 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6235560 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6235568 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6235550 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6235533 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6235547 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6235557 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6235557 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6235553 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6235582 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6235574 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6235586 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6235602 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6235607 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6235612 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6235592 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6235612 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6235631 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6235646 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6235651 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6235652 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6235641 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6235640 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6235634 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6235630 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6235632 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6235636 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6235632 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6235640 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25309 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6235643 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6235640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6235648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6235652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6235658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -6235654.500000 Penalty: 5352.115234
	Iteration 78Q: 3 clusters Score -6235654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6235658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6235654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6235661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6235651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6235648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6235660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6235666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6235664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6235658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6235662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6235664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6235674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -6235683.000000 Penalty: 5352.115234
	Iteration 91Q: 3 clusters Score -6235683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6235674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -6235680.000000 Penalty: 5352.115234
	Iteration 93Q: 3 clusters Score -6235680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -6235668.000000 Penalty: 5352.115234
	Iteration 94Q: 3 clusters Score -6235668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -6235672.500000 Penalty: 5352.115234
	Iteration 95Q: 3 clusters Score -6235672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -6235679.000000 Penalty: 5352.115234
	Iteration 96Q: 3 clusters Score -6235679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6235674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6235682 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -6235689.500000 Penalty: 5352.115234
	Iteration 99Q: 3 clusters Score -6235690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -6235685.000000 Penalty: 5352.115234
	Iteration 100F: 3 clusters Score -6235685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6235686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -6235687.500000 Penalty: 5352.115234
	Iteration 102Q: 3 clusters Score -6235688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -6235680.500000 Penalty: 5352.115234
	Iteration 103Q: 3 clusters Score -6235680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -6235682.000000 Penalty: 5352.115234
	Iteration 104Q: 3 clusters Score -6235682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -6235675.000000 Penalty: 5352.115234
	Iteration 105Q: 3 clusters Score -6235675 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6235679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -6235678.500000 Penalty: 5352.115234
	Iteration 107Q: 3 clusters Score -6235678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6235684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -6235673.500000 Penalty: 5352.115234
	Iteration 109Q: 3 clusters Score -6235674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6235674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -6235677.500000 Penalty: 5352.115234
	Iteration 111Q: 3 clusters Score -6235678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6235666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -6235663.500000 Penalty: 5352.115234
	Iteration 113Q: 3 clusters Score -6235664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6235674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6235670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6235672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -6235675.500000 Penalty: 5352.115234
	Iteration 117Q: 3 clusters Score -6235676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -6235671.500000 Penalty: 5352.115234
	Iteration 118Q: 3 clusters Score -6235672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -6235668.000000 Penalty: 5352.115234
	Iteration 119Q: 3 clusters Score -6235668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6235668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6235664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6235664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6235666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
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	Iteration 124F: 3 clusters Score -6235666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -89436.687500 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -89436.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -87611.15 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -87893.77 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88024.718750 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -88024.72 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88124.437500 Penalty: 3328.419434
	Iteration 3Q: 3 clusters Score -88124.44 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88182.148438 Penalty: 3328.419434
	Iteration 4Q: 3 clusters Score -88182.15 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88202.148438 Penalty: 3328.419434
	Iteration 5Q: 3 clusters Score -88202.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88215.132812 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -88215.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88220.445312 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -88220.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -88227.937500 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -88227.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -88227.937500 Penalty: 3328.419434
	Iteration 9F: 3 clusters Score -88227.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (92211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92211 members 
Entering Unmasked Estep 
Score: -11119993.000000 Penalty: 2835.095215
	Iteration 0F: 2 clusters Score -1.111999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -11058293.000000 Penalty: 5670.190430
	Iteration 0F: 3 clusters Score -1.105829e+07 nChanged 43740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -11083854.000000 Penalty: 5670.190430
	Iteration 1F: 3 clusters Score -1.108385e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -11085217.000000 Penalty: 5670.190430
	Iteration 2Q: 3 clusters Score -1.108522e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -11087162.000000 Penalty: 5670.190430
	Iteration 3Q: 3 clusters Score -1.108716e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -11089433.000000 Penalty: 5670.190430
	Iteration 4F: 3 clusters Score -1.108943e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -11092020.000000 Penalty: 5670.190430
	Iteration 5F: 3 clusters Score -1.109202e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -11094763.000000 Penalty: 5670.190430
	Iteration 6F: 3 clusters Score -1.109476e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -11097607.000000 Penalty: 5670.190430
	Iteration 7F: 3 clusters Score -1.109761e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -11100307.000000 Penalty: 5670.190430
	Iteration 8F: 3 clusters Score -1.110031e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -11102871.000000 Penalty: 5670.190430
	Iteration 9Q: 3 clusters Score -1.110287e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -11104786.000000 Penalty: 5670.190430
	Iteration 10Q: 3 clusters Score -1.110479e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -11106056.000000 Penalty: 5670.190430
	Iteration 11Q: 3 clusters Score -1.110606e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -11106859.000000 Penalty: 5670.190430
	Iteration 12Q: 3 clusters Score -1.110686e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -11107217.000000 Penalty: 5670.190430
	Iteration 13Q: 3 clusters Score -1.110722e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -11107537.000000 Penalty: 5670.190430
	Iteration 14Q: 3 clusters Score -1.110754e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -11107855.000000 Penalty: 5670.190430
	Iteration 15Q: 3 clusters Score -1.110786e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -11108101.000000 Penalty: 5670.190430
	Iteration 16Q: 3 clusters Score -1.11081e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -11108332.000000 Penalty: 5670.190430
	Iteration 17Q: 3 clusters Score -1.110833e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -11108515.000000 Penalty: 5670.190430
	Iteration 18Q: 3 clusters Score -1.110852e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -11108791.000000 Penalty: 5670.190430
	Iteration 19Q: 3 clusters Score -1.110879e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -11109032.000000 Penalty: 5670.190430
	Iteration 20F: 3 clusters Score -1.110903e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -11109273.000000 Penalty: 5670.190430
	Iteration 21Q: 3 clusters Score -1.110927e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -11109488.000000 Penalty: 5670.190430
	Iteration 22Q: 3 clusters Score -1.110949e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -11109670.000000 Penalty: 5670.190430
	Iteration 23Q: 3 clusters Score -1.110967e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58063 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -11109918.000000 Penalty: 5670.190430
	Iteration 24Q: 3 clusters Score -1.110992e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -11110080.000000 Penalty: 5670.190430
	Iteration 25Q: 3 clusters Score -1.111008e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59393 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -11110255.000000 Penalty: 5670.190430
	Iteration 26Q: 3 clusters Score -1.111026e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -11110481.000000 Penalty: 5670.190430
	Iteration 27Q: 3 clusters Score -1.111048e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -11110656.000000 Penalty: 5670.190430
	Iteration 28Q: 3 clusters Score -1.111066e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -11110909.000000 Penalty: 5670.190430
	Iteration 29Q: 3 clusters Score -1.111091e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -11111088.000000 Penalty: 5670.190430
	Iteration 30Q: 3 clusters Score -1.111109e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -11111238.000000 Penalty: 5670.190430
	Iteration 31Q: 3 clusters Score -1.111124e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -11111349.000000 Penalty: 5670.190430
	Iteration 32Q: 3 clusters Score -1.111135e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -11111581.000000 Penalty: 5670.190430
	Iteration 33Q: 3 clusters Score -1.111158e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -11111782.000000 Penalty: 5670.190430
	Iteration 34Q: 3 clusters Score -1.111178e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -11111970.000000 Penalty: 5670.190430
	Iteration 35Q: 3 clusters Score -1.111197e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66651 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -11112195.000000 Penalty: 5670.190430
	Iteration 36Q: 3 clusters Score -1.11122e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67478 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -11112502.000000 Penalty: 5670.190430
	Iteration 37Q: 3 clusters Score -1.11125e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68290 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -11112708.000000 Penalty: 5670.190430
	Iteration 38Q: 3 clusters Score -1.111271e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69135 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -11112929.000000 Penalty: 5670.190430
	Iteration 39Q: 3 clusters Score -1.111293e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -11113206.000000 Penalty: 5670.190430
	Iteration 40F: 3 clusters Score -1.111321e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70770 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -11113447.000000 Penalty: 5670.190430
	Iteration 41Q: 3 clusters Score -1.111345e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71606 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -11113748.000000 Penalty: 5670.190430
	Iteration 42Q: 3 clusters Score -1.111375e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -11114025.000000 Penalty: 5670.190430
	Iteration 43Q: 3 clusters Score -1.111402e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73329 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -11114304.000000 Penalty: 5670.190430
	Iteration 44Q: 3 clusters Score -1.11143e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -11114621.000000 Penalty: 5670.190430
	Iteration 45Q: 3 clusters Score -1.111462e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -11114992.000000 Penalty: 5670.190430
	Iteration 46Q: 3 clusters Score -1.111499e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75681 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -11115325.000000 Penalty: 5670.190430
	Iteration 47Q: 3 clusters Score -1.111532e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -11115636.000000 Penalty: 5670.190430
	Iteration 48Q: 3 clusters Score -1.111564e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -11116001.000000 Penalty: 5670.190430
	Iteration 49Q: 3 clusters Score -1.1116e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77675 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -11116344.000000 Penalty: 5670.190430
	Iteration 50Q: 3 clusters Score -1.111634e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78206 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -11116526.000000 Penalty: 5670.190430
	Iteration 51Q: 3 clusters Score -1.111653e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78660 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -11116683.000000 Penalty: 5670.190430
	Iteration 52Q: 3 clusters Score -1.111668e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79052 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -11116740.000000 Penalty: 5670.190430
	Iteration 53Q: 3 clusters Score -1.111674e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79408 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -11116861.000000 Penalty: 5670.190430
	Iteration 54Q: 3 clusters Score -1.111686e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -11116891.000000 Penalty: 5670.190430
	Iteration 55Q: 3 clusters Score -1.111689e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -11116957.000000 Penalty: 5670.190430
	Iteration 56Q: 3 clusters Score -1.111696e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -11117002.000000 Penalty: 5670.190430
	Iteration 57Q: 3 clusters Score -1.1117e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -11117071.000000 Penalty: 5670.190430
	Iteration 58Q: 3 clusters Score -1.111707e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80728 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -11117092.000000 Penalty: 5670.190430
	Iteration 59Q: 3 clusters Score -1.111709e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80903 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -11117128.000000 Penalty: 5670.190430
	Iteration 60F: 3 clusters Score -1.111713e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81062 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -11117162.000000 Penalty: 5670.190430
	Iteration 61Q: 3 clusters Score -1.111716e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81182 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -11117179.000000 Penalty: 5670.190430
	Iteration 62Q: 3 clusters Score -1.111718e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81291 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -11117194.000000 Penalty: 5670.190430
	Iteration 63Q: 3 clusters Score -1.111719e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -11117190.000000 Penalty: 5670.190430
	Iteration 64Q: 3 clusters Score -1.111719e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81512 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -11117216.000000 Penalty: 5670.190430
	Iteration 65Q: 3 clusters Score -1.111722e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81616 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -11117240.000000 Penalty: 5670.190430
	Iteration 66Q: 3 clusters Score -1.111724e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81729 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -11117260.000000 Penalty: 5670.190430
	Iteration 67Q: 3 clusters Score -1.111726e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81850 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -11117245.000000 Penalty: 5670.190430
	Iteration 68Q: 3 clusters Score -1.111724e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81962 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -11117295.000000 Penalty: 5670.190430
	Iteration 69Q: 3 clusters Score -1.11173e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -11117299.000000 Penalty: 5670.190430
	Iteration 70Q: 3 clusters Score -1.11173e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82142 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -11117302.000000 Penalty: 5670.190430
	Iteration 71Q: 3 clusters Score -1.11173e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -11117308.000000 Penalty: 5670.190430
	Iteration 72Q: 3 clusters Score -1.111731e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -11117293.000000 Penalty: 5670.190430
	Iteration 73Q: 3 clusters Score -1.111729e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -11117288.000000 Penalty: 5670.190430
	Iteration 74Q: 3 clusters Score -1.111729e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -11117299.000000 Penalty: 5670.190430
	Iteration 75Q: 3 clusters Score -1.11173e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82587 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -11117333.000000 Penalty: 5670.190430
	Iteration 76Q: 3 clusters Score -1.111733e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82683 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -11117330.000000 Penalty: 5670.190430
	Iteration 77Q: 3 clusters Score -1.111733e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -11117348.000000 Penalty: 5670.190430
	Iteration 78Q: 3 clusters Score -1.111735e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82842 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -11117357.000000 Penalty: 5670.190430
	Iteration 79Q: 3 clusters Score -1.111736e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82907 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -11117346.000000 Penalty: 5670.190430
	Iteration 80F: 3 clusters Score -1.111735e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82971 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -11117351.000000 Penalty: 5670.190430
	Iteration 81Q: 3 clusters Score -1.111735e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -11117370.000000 Penalty: 5670.190430
	Iteration 82Q: 3 clusters Score -1.111737e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83091 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -11117389.000000 Penalty: 5670.190430
	Iteration 83Q: 3 clusters Score -1.111739e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83148 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -11117398.000000 Penalty: 5670.190430
	Iteration 84Q: 3 clusters Score -1.11174e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83188 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -11117413.000000 Penalty: 5670.190430
	Iteration 85Q: 3 clusters Score -1.111741e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83225 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -11117434.000000 Penalty: 5670.190430
	Iteration 86Q: 3 clusters Score -1.111743e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -11117451.000000 Penalty: 5670.190430
	Iteration 87Q: 3 clusters Score -1.111745e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83285 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -11117457.000000 Penalty: 5670.190430
	Iteration 88Q: 3 clusters Score -1.111746e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83312 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -11117453.000000 Penalty: 5670.190430
	Iteration 89Q: 3 clusters Score -1.111745e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83340 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -11117466.000000 Penalty: 5670.190430
	Iteration 90Q: 3 clusters Score -1.111747e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83362 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -11117469.000000 Penalty: 5670.190430
	Iteration 91Q: 3 clusters Score -1.111747e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83385 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -11117476.000000 Penalty: 5670.190430
	Iteration 92Q: 3 clusters Score -1.111748e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -11117480.000000 Penalty: 5670.190430
	Iteration 93Q: 3 clusters Score -1.111748e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83428 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -11117484.000000 Penalty: 5670.190430
	Iteration 94Q: 3 clusters Score -1.111748e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83449 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -11117460.000000 Penalty: 5670.190430
	Iteration 95Q: 3 clusters Score -1.111746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -11117472.000000 Penalty: 5670.190430
	Iteration 96Q: 3 clusters Score -1.111747e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83484 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -11117471.000000 Penalty: 5670.190430
	Iteration 97Q: 3 clusters Score -1.111747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83500 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -11117475.000000 Penalty: 5670.190430
	Iteration 98Q: 3 clusters Score -1.111748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83512 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -11117486.000000 Penalty: 5670.190430
	Iteration 99Q: 3 clusters Score -1.111749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -11117490.000000 Penalty: 5670.190430
	Iteration 100F: 3 clusters Score -1.111749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83536 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -11117490.000000 Penalty: 5670.190430
	Iteration 101Q: 3 clusters Score -1.111749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83549 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -11117486.000000 Penalty: 5670.190430
	Iteration 102Q: 3 clusters Score -1.111749e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83560 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -11117484.000000 Penalty: 5670.190430
	Iteration 103Q: 3 clusters Score -1.111748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83572 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -11117492.000000 Penalty: 5670.190430
	Iteration 104Q: 3 clusters Score -1.111749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -11117491.000000 Penalty: 5670.190430
	Iteration 105Q: 3 clusters Score -1.111749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83593 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -11117479.000000 Penalty: 5670.190430
	Iteration 106Q: 3 clusters Score -1.111748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -11117489.000000 Penalty: 5670.190430
	Iteration 107Q: 3 clusters Score -1.111749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83613 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -11117490.000000 Penalty: 5670.190430
	Iteration 108Q: 3 clusters Score -1.111749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83626 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -11117488.000000 Penalty: 5670.190430
	Iteration 109Q: 3 clusters Score -1.111749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83639 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -11117482.000000 Penalty: 5670.190430
	Iteration 110Q: 3 clusters Score -1.111748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -11117479.000000 Penalty: 5670.190430
	Iteration 111Q: 3 clusters Score -1.111748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83656 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -11117479.000000 Penalty: 5670.190430
	Iteration 112Q: 3 clusters Score -1.111748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83663 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -11117484.000000 Penalty: 5670.190430
	Iteration 113Q: 3 clusters Score -1.111748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83673 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -11117480.000000 Penalty: 5670.190430
	Iteration 114Q: 3 clusters Score -1.111748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83682 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -11117483.000000 Penalty: 5670.190430
	Iteration 115Q: 3 clusters Score -1.111748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83691 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -11117488.000000 Penalty: 5670.190430
	Iteration 116Q: 3 clusters Score -1.111749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -11117480.000000 Penalty: 5670.190430
	Iteration 117Q: 3 clusters Score -1.111748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -11117491.000000 Penalty: 5670.190430
	Iteration 118Q: 3 clusters Score -1.111749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83714 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -11117487.000000 Penalty: 5670.190430
	Iteration 119Q: 3 clusters Score -1.111749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83722 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -11117491.000000 Penalty: 5670.190430
	Iteration 120F: 3 clusters Score -1.111749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83729 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -11117489.000000 Penalty: 5670.190430
	Iteration 121Q: 3 clusters Score -1.111749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83743 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -11117490.000000 Penalty: 5670.190430
	Iteration 122Q: 3 clusters Score -1.111749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83757 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -11117481.000000 Penalty: 5670.190430
	Iteration 123Q: 3 clusters Score -1.111748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83768 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -11117487.000000 Penalty: 5670.190430
	Iteration 124Q: 3 clusters Score -1.111749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83776 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -11117496.000000 Penalty: 5670.190430
	Iteration 125Q: 3 clusters Score -1.11175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83782 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -11117481.000000 Penalty: 5670.190430
	Iteration 126Q: 3 clusters Score -1.111748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -11117485.000000 Penalty: 5670.190430
	Iteration 127Q: 3 clusters Score -1.111748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83810 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -11117486.000000 Penalty: 5670.190430
	Iteration 128Q: 3 clusters Score -1.111749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -11117484.000000 Penalty: 5670.190430
	Iteration 129Q: 3 clusters Score -1.111748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -11117476.000000 Penalty: 5670.190430
	Iteration 130Q: 3 clusters Score -1.111748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83845 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -11117460.000000 Penalty: 5670.190430
	Iteration 131Q: 3 clusters Score -1.111746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83853 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -11117467.000000 Penalty: 5670.190430
	Iteration 132Q: 3 clusters Score -1.111747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83857 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -11117476.000000 Penalty: 5670.190430
	Iteration 133Q: 3 clusters Score -1.111748e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -11117486.000000 Penalty: 5670.190430
	Iteration 134Q: 3 clusters Score -1.111749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -11117498.000000 Penalty: 5670.190430
	Iteration 135Q: 3 clusters Score -1.11175e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83900 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -11117499.000000 Penalty: 5670.190430
	Iteration 136Q: 3 clusters Score -1.11175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83909 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -11117492.000000 Penalty: 5670.190430
	Iteration 137Q: 3 clusters Score -1.111749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83918 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -11117484.000000 Penalty: 5670.190430
	Iteration 138Q: 3 clusters Score -1.111748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83925 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -11117491.000000 Penalty: 5670.190430
	Iteration 139Q: 3 clusters Score -1.111749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83930 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -11117494.000000 Penalty: 5670.190430
	Iteration 140F: 3 clusters Score -1.111749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83935 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -11117496.000000 Penalty: 5670.190430
	Iteration 141Q: 3 clusters Score -1.11175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83938 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -11117491.000000 Penalty: 5670.190430
	Iteration 142Q: 3 clusters Score -1.111749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83945 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -11117482.000000 Penalty: 5670.190430
	Iteration 143Q: 3 clusters Score -1.111748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83953 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -11117474.000000 Penalty: 5670.190430
	Iteration 144Q: 3 clusters Score -1.111747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83964 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -11117474.000000 Penalty: 5670.190430
	Iteration 145Q: 3 clusters Score -1.111747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83976 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -11117483.000000 Penalty: 5670.190430
	Iteration 146Q: 3 clusters Score -1.111748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -11117480.000000 Penalty: 5670.190430
	Iteration 147Q: 3 clusters Score -1.111748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -11117480.000000 Penalty: 5670.190430
	Iteration 148Q: 3 clusters Score -1.111748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -11117490.000000 Penalty: 5670.190430
	Iteration 149Q: 3 clusters Score -1.111749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84018 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -11117473.000000 Penalty: 5670.190430
	Iteration 150Q: 3 clusters Score -1.111747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84035 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -11117489.000000 Penalty: 5670.190430
	Iteration 151Q: 3 clusters Score -1.111749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -11117476.000000 Penalty: 5670.190430
	Iteration 152Q: 3 clusters Score -1.111748e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -11117470.000000 Penalty: 5670.190430
	Iteration 153Q: 3 clusters Score -1.111747e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84094 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -11117478.000000 Penalty: 5670.190430
	Iteration 154Q: 3 clusters Score -1.111748e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84124 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -11117490.000000 Penalty: 5670.190430
	Iteration 155Q: 3 clusters Score -1.111749e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84159 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -11117499.000000 Penalty: 5670.190430
	Iteration 156Q: 3 clusters Score -1.11175e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84194 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -11117483.000000 Penalty: 5670.190430
	Iteration 157Q: 3 clusters Score -1.111748e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -11117487.000000 Penalty: 5670.190430
	Iteration 158Q: 3 clusters Score -1.111749e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84281 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -11117483.000000 Penalty: 5670.190430
	Iteration 159Q: 3 clusters Score -1.111748e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -11117471.000000 Penalty: 5670.190430
	Iteration 160F: 3 clusters Score -1.111747e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84372 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -11117485.000000 Penalty: 5670.190430
	Iteration 161Q: 3 clusters Score -1.111748e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -11117482.000000 Penalty: 5670.190430
	Iteration 162Q: 3 clusters Score -1.111748e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84475 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -11117499.000000 Penalty: 5670.190430
	Iteration 163Q: 3 clusters Score -1.11175e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -11117505.000000 Penalty: 5670.190430
	Iteration 164Q: 3 clusters Score -1.11175e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84561 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -11117497.000000 Penalty: 5670.190430
	Iteration 165Q: 3 clusters Score -1.11175e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84597 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -11117503.000000 Penalty: 5670.190430
	Iteration 166Q: 3 clusters Score -1.11175e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84631 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -11117505.000000 Penalty: 5670.190430
	Iteration 167Q: 3 clusters Score -1.11175e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84658 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -11117505.000000 Penalty: 5670.190430
	Iteration 168Q: 3 clusters Score -1.11175e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84688 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -11117505.000000 Penalty: 5670.190430
	Iteration 169Q: 3 clusters Score -1.11175e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84720 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -11117520.000000 Penalty: 5670.190430
	Iteration 170Q: 3 clusters Score -1.111752e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -11117524.000000 Penalty: 5670.190430
	Iteration 171Q: 3 clusters Score -1.111752e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -11117526.000000 Penalty: 5670.190430
	Iteration 172Q: 3 clusters Score -1.111753e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84854 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -11117529.000000 Penalty: 5670.190430
	Iteration 173Q: 3 clusters Score -1.111753e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84905 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -11117521.000000 Penalty: 5670.190430
	Iteration 174Q: 3 clusters Score -1.111752e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84954 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -11117526.000000 Penalty: 5670.190430
	Iteration 175Q: 3 clusters Score -1.111753e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84989 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -11117522.000000 Penalty: 5670.190430
	Iteration 176Q: 3 clusters Score -1.111752e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85021 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -11117518.000000 Penalty: 5670.190430
	Iteration 177Q: 3 clusters Score -1.111752e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85057 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -11117521.000000 Penalty: 5670.190430
	Iteration 178Q: 3 clusters Score -1.111752e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85098 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -11117525.000000 Penalty: 5670.190430
	Iteration 179Q: 3 clusters Score -1.111752e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85134 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -11117513.000000 Penalty: 5670.190430
	Iteration 180F: 3 clusters Score -1.111751e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -11117532.000000 Penalty: 5670.190430
	Iteration 181Q: 3 clusters Score -1.111753e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85199 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -11117522.000000 Penalty: 5670.190430
	Iteration 182Q: 3 clusters Score -1.111752e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85232 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -11117527.000000 Penalty: 5670.190430
	Iteration 183Q: 3 clusters Score -1.111753e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85271 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -11117525.000000 Penalty: 5670.190430
	Iteration 184Q: 3 clusters Score -1.111752e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85312 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -11117544.000000 Penalty: 5670.190430
	Iteration 185Q: 3 clusters Score -1.111754e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85342 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -11117553.000000 Penalty: 5670.190430
	Iteration 186Q: 3 clusters Score -1.111755e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85361 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -11117554.000000 Penalty: 5670.190430
	Iteration 187Q: 3 clusters Score -1.111755e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85383 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -11117556.000000 Penalty: 5670.190430
	Iteration 188Q: 3 clusters Score -1.111756e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85400 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -11117561.000000 Penalty: 5670.190430
	Iteration 189Q: 3 clusters Score -1.111756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85414 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -11117552.000000 Penalty: 5670.190430
	Iteration 190Q: 3 clusters Score -1.111755e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85427 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -11117552.000000 Penalty: 5670.190430
	Iteration 191Q: 3 clusters Score -1.111755e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85445 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -11117544.000000 Penalty: 5670.190430
	Iteration 192Q: 3 clusters Score -1.111754e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85469 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -11117538.000000 Penalty: 5670.190430
	Iteration 193Q: 3 clusters Score -1.111754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85489 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -11117542.000000 Penalty: 5670.190430
	Iteration 194Q: 3 clusters Score -1.111754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85508 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -11117546.000000 Penalty: 5670.190430
	Iteration 195Q: 3 clusters Score -1.111755e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85521 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -11117548.000000 Penalty: 5670.190430
	Iteration 196Q: 3 clusters Score -1.111755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -11117545.000000 Penalty: 5670.190430
	Iteration 197Q: 3 clusters Score -1.111754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85540 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -11117541.000000 Penalty: 5670.190430
	Iteration 198Q: 3 clusters Score -1.111754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85549 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -11117545.000000 Penalty: 5670.190430
	Iteration 199Q: 3 clusters Score -1.111754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85563 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -11117563.000000 Penalty: 5670.190430
	Iteration 200F: 3 clusters Score -1.111756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85574 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -11117554.000000 Penalty: 5670.190430
	Iteration 201Q: 3 clusters Score -1.111755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85585 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -11117566.000000 Penalty: 5670.190430
	Iteration 202Q: 3 clusters Score -1.111757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85592 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -11117561.000000 Penalty: 5670.190430
	Iteration 203Q: 3 clusters Score -1.111756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85600 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -11117571.000000 Penalty: 5670.190430
	Iteration 204Q: 3 clusters Score -1.111757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85606 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -11117565.000000 Penalty: 5670.190430
	Iteration 205Q: 3 clusters Score -1.111756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -11117559.000000 Penalty: 5670.190430
	Iteration 206Q: 3 clusters Score -1.111756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85624 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -11117554.000000 Penalty: 5670.190430
	Iteration 207Q: 3 clusters Score -1.111755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85630 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -11117543.000000 Penalty: 5670.190430
	Iteration 208Q: 3 clusters Score -1.111754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85632 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -11117542.000000 Penalty: 5670.190430
	Iteration 209Q: 3 clusters Score -1.111754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -11117542.000000 Penalty: 5670.190430
	Iteration 210Q: 3 clusters Score -1.111754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85635 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -11117542.000000 Penalty: 5670.190430
	Iteration 211Q: 3 clusters Score -1.111754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -11117546.000000 Penalty: 5670.190430
	Iteration 212Q: 3 clusters Score -1.111755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -11117549.000000 Penalty: 5670.190430
	Iteration 213Q: 3 clusters Score -1.111755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -11117549.000000 Penalty: 5670.190430
	Iteration 214F: 3 clusters Score -1.111755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Entering Unmasked Estep 
Score: -678560.812500 Penalty: 2132.815430
	Iteration 0F: 2 clusters Score -678560.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -673845.250000 Penalty: 4265.630859
	Iteration 0F: 3 clusters Score -673845.2 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -675203.562500 Penalty: 4265.630859
	Iteration 1F: 3 clusters Score -675203.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -675594.125000 Penalty: 4265.630859
	Iteration 2F: 3 clusters Score -675594.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -675919.312500 Penalty: 4265.630859
	Iteration 3F: 3 clusters Score -675919.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -676261.250000 Penalty: 4265.630859
	Iteration 4F: 3 clusters Score -676261.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -676565.812500 Penalty: 4265.630859
	Iteration 5F: 3 clusters Score -676565.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -676766.437500 Penalty: 4265.630859
	Iteration 6F: 3 clusters Score -676766.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -676883.125000 Penalty: 4265.630859
	Iteration 7Q: 3 clusters Score -676883.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -676966.125000 Penalty: 4265.630859
	Iteration 8Q: 3 clusters Score -676966.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -677019.750000 Penalty: 4265.630859
	Iteration 9Q: 3 clusters Score -677019.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -677062.062500 Penalty: 4265.630859
	Iteration 10Q: 3 clusters Score -677062.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -677096.687500 Penalty: 4265.630859
	Iteration 11Q: 3 clusters Score -677096.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -677114.500000 Penalty: 4265.630859
	Iteration 12Q: 3 clusters Score -677114.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -677129.625000 Penalty: 4265.630859
	Iteration 13Q: 3 clusters Score -677129.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -677139.562500 Penalty: 4265.630859
	Iteration 14Q: 3 clusters Score -677139.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -677145.312500 Penalty: 4265.630859
	Iteration 15Q: 3 clusters Score -677145.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -677151.625000 Penalty: 4265.630859
	Iteration 16Q: 3 clusters Score -677151.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -677156.750000 Penalty: 4265.630859
	Iteration 17Q: 3 clusters Score -677156.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -677159.687500 Penalty: 4265.630859
	Iteration 18Q: 3 clusters Score -677159.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -677162.875000 Penalty: 4265.630859
	Iteration 19Q: 3 clusters Score -677162.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -677164.375000 Penalty: 4265.630859
	Iteration 20F: 3 clusters Score -677164.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -677165.000000 Penalty: 4265.630859
	Iteration 21Q: 3 clusters Score -677165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -677165.937500 Penalty: 4265.630859
	Iteration 22Q: 3 clusters Score -677165.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -677166.875000 Penalty: 4265.630859
	Iteration 23Q: 3 clusters Score -677166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -677167.500000 Penalty: 4265.630859
	Iteration 24Q: 3 clusters Score -677167.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -677168.562500 Penalty: 4265.630859
	Iteration 25Q: 3 clusters Score -677168.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -677168.187500 Penalty: 4265.630859
	Iteration 26Q: 3 clusters Score -677168.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -677168.875000 Penalty: 4265.630859
	Iteration 27Q: 3 clusters Score -677168.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -677170.125000 Penalty: 4265.630859
	Iteration 28Q: 3 clusters Score -677170.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -677170.125000 Penalty: 4265.630859
	Iteration 29F: 3 clusters Score -677170.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Entering Unmasked Estep 
Score: -2489237.500000 Penalty: 2448.523926
	Iteration 0F: 2 clusters Score -2489238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2475534.750000 Penalty: 4897.047852
	Iteration 0F: 3 clusters Score -2475535 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2480139.500000 Penalty: 4897.047852
	Iteration 1F: 3 clusters Score -2480140 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2480661.500000 Penalty: 4897.047852
	Iteration 2F: 3 clusters Score -2480662 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2481219.500000 Penalty: 4897.047852
	Iteration 3F: 3 clusters Score -2481220 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2481892.000000 Penalty: 4897.047852
	Iteration 4F: 3 clusters Score -2481892 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2482725.750000 Penalty: 4897.047852
	Iteration 5F: 3 clusters Score -2482726 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2483753.750000 Penalty: 4897.047852
	Iteration 6F: 3 clusters Score -2483754 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2484935.500000 Penalty: 4897.047852
	Iteration 7F: 3 clusters Score -2484936 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2486115.750000 Penalty: 4897.047852
	Iteration 8F: 3 clusters Score -2486116 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2487070.000000 Penalty: 4897.047852
	Iteration 9Q: 3 clusters Score -2487070 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2487649.000000 Penalty: 4897.047852
	Iteration 10Q: 3 clusters Score -2487649 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2487894.250000 Penalty: 4897.047852
	Iteration 11Q: 3 clusters Score -2487894 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2488026.000000 Penalty: 4897.047852
	Iteration 12Q: 3 clusters Score -2488026 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2488105.000000 Penalty: 4897.047852
	Iteration 13Q: 3 clusters Score -2488105 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2488158.750000 Penalty: 4897.047852
	Iteration 14Q: 3 clusters Score -2488159 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2488229.250000 Penalty: 4897.047852
	Iteration 15Q: 3 clusters Score -2488229 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2488255.000000 Penalty: 4897.047852
	Iteration 16Q: 3 clusters Score -2488255 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2488300.250000 Penalty: 4897.047852
	Iteration 17Q: 3 clusters Score -2488300 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2488331.250000 Penalty: 4897.047852
	Iteration 18Q: 3 clusters Score -2488331 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2488359.750000 Penalty: 4897.047852
	Iteration 19Q: 3 clusters Score -2488360 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2488372.250000 Penalty: 4897.047852
	Iteration 20F: 3 clusters Score -2488372 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2488388.750000 Penalty: 4897.047852
	Iteration 21Q: 3 clusters Score -2488389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2488392.500000 Penalty: 4897.047852
	Iteration 22Q: 3 clusters Score -2488392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2488398.250000 Penalty: 4897.047852
	Iteration 23Q: 3 clusters Score -2488398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2488393.250000 Penalty: 4897.047852
	Iteration 24Q: 3 clusters Score -2488393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2488395.750000 Penalty: 4897.047852
	Iteration 25Q: 3 clusters Score -2488396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2488401.250000 Penalty: 4897.047852
	Iteration 26Q: 3 clusters Score -2488401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2488402.250000 Penalty: 4897.047852
	Iteration 27Q: 3 clusters Score -2488402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2488399.250000 Penalty: 4897.047852
	Iteration 28Q: 3 clusters Score -2488399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2488402.750000 Penalty: 4897.047852
	Iteration 29Q: 3 clusters Score -2488403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2488410.500000 Penalty: 4897.047852
	Iteration 30Q: 3 clusters Score -2488410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2488410.000000 Penalty: 4897.047852
	Iteration 31Q: 3 clusters Score -2488410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2488410.000000 Penalty: 4897.047852
	Iteration 32Q: 3 clusters Score -2488410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2488413.750000 Penalty: 4897.047852
	Iteration 33Q: 3 clusters Score -2488414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2488415.250000 Penalty: 4897.047852
	Iteration 34Q: 3 clusters Score -2488415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2488412.250000 Penalty: 4897.047852
	Iteration 35Q: 3 clusters Score -2488412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2488412.250000 Penalty: 4897.047852
	Iteration 36F: 3 clusters Score -2488412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Entering Unmasked Estep 
Score: -2694301.250000 Penalty: 2464.344727
	Iteration 0F: 2 clusters Score -2694301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2679784.500000 Penalty: 4928.689453
	Iteration 0F: 3 clusters Score -2679784 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2684893.000000 Penalty: 4928.689453
	Iteration 1F: 3 clusters Score -2684893 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2685432.750000 Penalty: 4928.689453
	Iteration 2F: 3 clusters Score -2685433 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2685977.500000 Penalty: 4928.689453
	Iteration 3F: 3 clusters Score -2685978 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2686535.000000 Penalty: 4928.689453
	Iteration 4F: 3 clusters Score -2686535 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2687130.500000 Penalty: 4928.689453
	Iteration 5F: 3 clusters Score -2687130 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2687756.750000 Penalty: 4928.689453
	Iteration 6F: 3 clusters Score -2687757 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2688412.500000 Penalty: 4928.689453
	Iteration 7F: 3 clusters Score -2688412 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2689054.500000 Penalty: 4928.689453
	Iteration 8Q: 3 clusters Score -2689054 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2689618.250000 Penalty: 4928.689453
	Iteration 9Q: 3 clusters Score -2689618 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2690099.500000 Penalty: 4928.689453
	Iteration 10Q: 3 clusters Score -2690100 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2690463.500000 Penalty: 4928.689453
	Iteration 11Q: 3 clusters Score -2690464 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2690720.500000 Penalty: 4928.689453
	Iteration 12Q: 3 clusters Score -2690720 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2690915.750000 Penalty: 4928.689453
	Iteration 13Q: 3 clusters Score -2690916 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2691099.000000 Penalty: 4928.689453
	Iteration 14Q: 3 clusters Score -2691099 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2691238.000000 Penalty: 4928.689453
	Iteration 15Q: 3 clusters Score -2691238 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2691345.750000 Penalty: 4928.689453
	Iteration 16Q: 3 clusters Score -2691346 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2691442.500000 Penalty: 4928.689453
	Iteration 17Q: 3 clusters Score -2691442 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2691575.000000 Penalty: 4928.689453
	Iteration 18Q: 3 clusters Score -2691575 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2691684.250000 Penalty: 4928.689453
	Iteration 19Q: 3 clusters Score -2691684 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2691802.500000 Penalty: 4928.689453
	Iteration 20F: 3 clusters Score -2691802 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2691905.500000 Penalty: 4928.689453
	Iteration 21Q: 3 clusters Score -2691906 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2692002.750000 Penalty: 4928.689453
	Iteration 22Q: 3 clusters Score -2692003 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2692077.000000 Penalty: 4928.689453
	Iteration 23Q: 3 clusters Score -2692077 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2692141.500000 Penalty: 4928.689453
	Iteration 24Q: 3 clusters Score -2692142 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2692209.000000 Penalty: 4928.689453
	Iteration 25Q: 3 clusters Score -2692209 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2692235.750000 Penalty: 4928.689453
	Iteration 26Q: 3 clusters Score -2692236 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2692279.000000 Penalty: 4928.689453
	Iteration 27Q: 3 clusters Score -2692279 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2692332.250000 Penalty: 4928.689453
	Iteration 28Q: 3 clusters Score -2692332 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2692376.500000 Penalty: 4928.689453
	Iteration 29Q: 3 clusters Score -2692376 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2692396.250000 Penalty: 4928.689453
	Iteration 30Q: 3 clusters Score -2692396 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2692419.000000 Penalty: 4928.689453
	Iteration 31Q: 3 clusters Score -2692419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2692431.000000 Penalty: 4928.689453
	Iteration 32Q: 3 clusters Score -2692431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2692439.000000 Penalty: 4928.689453
	Iteration 33Q: 3 clusters Score -2692439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2692444.250000 Penalty: 4928.689453
	Iteration 34Q: 3 clusters Score -2692444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2692457.250000 Penalty: 4928.689453
	Iteration 35Q: 3 clusters Score -2692457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2692469.250000 Penalty: 4928.689453
	Iteration 36Q: 3 clusters Score -2692469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2692484.750000 Penalty: 4928.689453
	Iteration 37Q: 3 clusters Score -2692485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2692490.250000 Penalty: 4928.689453
	Iteration 38Q: 3 clusters Score -2692490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2692492.250000 Penalty: 4928.689453
	Iteration 39Q: 3 clusters Score -2692492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2692521.000000 Penalty: 4928.689453
	Iteration 40F: 3 clusters Score -2692521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2692546.500000 Penalty: 4928.689453
	Iteration 41Q: 3 clusters Score -2692546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2692572.250000 Penalty: 4928.689453
	Iteration 42Q: 3 clusters Score -2692572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2692598.750000 Penalty: 4928.689453
	Iteration 43Q: 3 clusters Score -2692599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2692621.250000 Penalty: 4928.689453
	Iteration 44Q: 3 clusters Score -2692621 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2692645.750000 Penalty: 4928.689453
	Iteration 45Q: 3 clusters Score -2692646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2692668.250000 Penalty: 4928.689453
	Iteration 46Q: 3 clusters Score -2692668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2692680.250000 Penalty: 4928.689453
	Iteration 47Q: 3 clusters Score -2692680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2692701.500000 Penalty: 4928.689453
	Iteration 48Q: 3 clusters Score -2692702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2692716.500000 Penalty: 4928.689453
	Iteration 49Q: 3 clusters Score -2692716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2692737.250000 Penalty: 4928.689453
	Iteration 50Q: 3 clusters Score -2692737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2692754.250000 Penalty: 4928.689453
	Iteration 51Q: 3 clusters Score -2692754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2692769.500000 Penalty: 4928.689453
	Iteration 52Q: 3 clusters Score -2692770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2692783.000000 Penalty: 4928.689453
	Iteration 53Q: 3 clusters Score -2692783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2692799.250000 Penalty: 4928.689453
	Iteration 54Q: 3 clusters Score -2692799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2692807.000000 Penalty: 4928.689453
	Iteration 55Q: 3 clusters Score -2692807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2692811.000000 Penalty: 4928.689453
	Iteration 56Q: 3 clusters Score -2692811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -2692827.500000 Penalty: 4928.689453
	Iteration 57Q: 3 clusters Score -2692828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2692845.750000 Penalty: 4928.689453
	Iteration 58Q: 3 clusters Score -2692846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2692850.500000 Penalty: 4928.689453
	Iteration 59Q: 3 clusters Score -2692850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2692883.250000 Penalty: 4928.689453
	Iteration 60F: 3 clusters Score -2692883 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2692929.750000 Penalty: 4928.689453
	Iteration 61Q: 3 clusters Score -2692930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2692989.250000 Penalty: 4928.689453
	Iteration 62Q: 3 clusters Score -2692989 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2693051.750000 Penalty: 4928.689453
	Iteration 63Q: 3 clusters Score -2693052 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2693105.500000 Penalty: 4928.689453
	Iteration 64Q: 3 clusters Score -2693106 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2693157.250000 Penalty: 4928.689453
	Iteration 65Q: 3 clusters Score -2693157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2693190.500000 Penalty: 4928.689453
	Iteration 66Q: 3 clusters Score -2693190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2693214.750000 Penalty: 4928.689453
	Iteration 67Q: 3 clusters Score -2693215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2693224.750000 Penalty: 4928.689453
	Iteration 68Q: 3 clusters Score -2693225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2693241.750000 Penalty: 4928.689453
	Iteration 69Q: 3 clusters Score -2693242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2693250.250000 Penalty: 4928.689453
	Iteration 70Q: 3 clusters Score -2693250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2693263.000000 Penalty: 4928.689453
	Iteration 71Q: 3 clusters Score -2693263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2693268.000000 Penalty: 4928.689453
	Iteration 72Q: 3 clusters Score -2693268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2693273.000000 Penalty: 4928.689453
	Iteration 73Q: 3 clusters Score -2693273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2693271.250000 Penalty: 4928.689453
	Iteration 74Q: 3 clusters Score -2693271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2693276.500000 Penalty: 4928.689453
	Iteration 75Q: 3 clusters Score -2693276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2693284.000000 Penalty: 4928.689453
	Iteration 76Q: 3 clusters Score -2693284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2693292.750000 Penalty: 4928.689453
	Iteration 77Q: 3 clusters Score -2693293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2693297.000000 Penalty: 4928.689453
	Iteration 78Q: 3 clusters Score -2693297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2693313.000000 Penalty: 4928.689453
	Iteration 79Q: 3 clusters Score -2693313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2693341.000000 Penalty: 4928.689453
	Iteration 80F: 3 clusters Score -2693341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2693359.000000 Penalty: 4928.689453
	Iteration 81Q: 3 clusters Score -2693359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2693371.000000 Penalty: 4928.689453
	Iteration 82Q: 3 clusters Score -2693371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2693386.250000 Penalty: 4928.689453
	Iteration 83Q: 3 clusters Score -2693386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2693393.500000 Penalty: 4928.689453
	Iteration 84Q: 3 clusters Score -2693394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2693402.250000 Penalty: 4928.689453
	Iteration 85Q: 3 clusters Score -2693402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2693407.750000 Penalty: 4928.689453
	Iteration 86Q: 3 clusters Score -2693408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2693405.750000 Penalty: 4928.689453
	Iteration 87Q: 3 clusters Score -2693406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2693409.500000 Penalty: 4928.689453
	Iteration 88Q: 3 clusters Score -2693410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2693413.000000 Penalty: 4928.689453
	Iteration 89Q: 3 clusters Score -2693413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2693414.500000 Penalty: 4928.689453
	Iteration 90Q: 3 clusters Score -2693414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2693419.500000 Penalty: 4928.689453
	Iteration 91Q: 3 clusters Score -2693420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2693425.000000 Penalty: 4928.689453
	Iteration 92Q: 3 clusters Score -2693425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2693427.250000 Penalty: 4928.689453
	Iteration 93Q: 3 clusters Score -2693427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2693427.250000 Penalty: 4928.689453
	Iteration 94F: 3 clusters Score -2693427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (170755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170755 members 
Entering Unmasked Estep 
Score: -22125822.000000 Penalty: 2987.900391
	Iteration 0F: 2 clusters Score -2.212582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85369 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -22016932.000000 Penalty: 5975.800781
	Iteration 0F: 3 clusters Score -2.201693e+07 nChanged 81896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85223 members 
Mstep: Class 2 contains 85532 members 
Entering Unmasked Estep 
Score: -22064444.000000 Penalty: 5975.800781
	Iteration 1F: 3 clusters Score -2.206444e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84793 members 
Mstep: Class 2 contains 85962 members 
Entering Unmasked Estep 
Score: -22065384.000000 Penalty: 5975.800781
	Iteration 2Q: 3 clusters Score -2.206538e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84136 members 
Mstep: Class 2 contains 86619 members 
Entering Unmasked Estep 
Score: -22066566.000000 Penalty: 5975.800781
	Iteration 3Q: 3 clusters Score -2.206657e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83104 members 
Mstep: Class 2 contains 87651 members 
Entering Unmasked Estep 
Score: -22067514.000000 Penalty: 5975.800781
	Iteration 4Q: 3 clusters Score -2.206751e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81425 members 
Mstep: Class 2 contains 89330 members 
Entering Unmasked Estep 
Score: -22068578.000000 Penalty: 5975.800781
	Iteration 5Q: 3 clusters Score -2.206858e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78974 members 
Mstep: Class 2 contains 91781 members 
Entering Unmasked Estep 
Score: -22069940.000000 Penalty: 5975.800781
	Iteration 6Q: 3 clusters Score -2.206994e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75296 members 
Mstep: Class 2 contains 95459 members 
Entering Unmasked Estep 
Score: -22071724.000000 Penalty: 5975.800781
	Iteration 7Q: 3 clusters Score -2.207172e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69888 members 
Mstep: Class 2 contains 100867 members 
Entering Unmasked Estep 
Score: -22074390.000000 Penalty: 5975.800781
	Iteration 8Q: 3 clusters Score -2.207439e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62425 members 
Mstep: Class 2 contains 108330 members 
Entering Unmasked Estep 
Score: -22078338.000000 Penalty: 5975.800781
	Iteration 9F: 3 clusters Score -2.207834e+07 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 117819 members 
Entering Unmasked Estep 
Score: -22084176.000000 Penalty: 5975.800781
	Iteration 10F: 3 clusters Score -2.208418e+07 nChanged 11633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 128974 members 
Entering Unmasked Estep 
Score: -22091306.000000 Penalty: 5975.800781
	Iteration 11F: 3 clusters Score -2.209131e+07 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 140518 members 
Entering Unmasked Estep 
Score: -22099590.000000 Penalty: 5975.800781
	Iteration 12F: 3 clusters Score -2.209959e+07 nChanged 10791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 151287 members 
Entering Unmasked Estep 
Score: -22108154.000000 Penalty: 5975.800781
	Iteration 13F: 3 clusters Score -2.210815e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 160028 members 
Entering Unmasked Estep 
Score: -22115676.000000 Penalty: 5975.800781
	Iteration 14F: 3 clusters Score -2.211568e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 165992 members 
Entering Unmasked Estep 
Score: -22120226.000000 Penalty: 5975.800781
	Iteration 15Q: 3 clusters Score -2.212023e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 168923 members 
Entering Unmasked Estep 
Score: -22122246.000000 Penalty: 5975.800781
	Iteration 16Q: 3 clusters Score -2.212225e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 169963 members 
Entering Unmasked Estep 
Score: -22122864.000000 Penalty: 5975.800781
	Iteration 17Q: 3 clusters Score -2.212286e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 170257 members 
Entering Unmasked Estep 
Score: -22123006.000000 Penalty: 5975.800781
	Iteration 18Q: 3 clusters Score -2.212301e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 170349 members 
Entering Unmasked Estep 
Score: -22123146.000000 Penalty: 5975.800781
	Iteration 19Q: 3 clusters Score -2.212315e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 170382 members 
Entering Unmasked Estep 
Score: -22123190.000000 Penalty: 5975.800781
	Iteration 20F: 3 clusters Score -2.212319e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 170409 members 
Entering Unmasked Estep 
Score: -22123220.000000 Penalty: 5975.800781
	Iteration 21Q: 3 clusters Score -2.212322e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 170432 members 
Entering Unmasked Estep 
Score: -22123256.000000 Penalty: 5975.800781
	Iteration 22Q: 3 clusters Score -2.212326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 170444 members 
Entering Unmasked Estep 
Score: -22123270.000000 Penalty: 5975.800781
	Iteration 23Q: 3 clusters Score -2.212327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 170451 members 
Entering Unmasked Estep 
Score: -22123284.000000 Penalty: 5975.800781
	Iteration 24Q: 3 clusters Score -2.212328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 170449 members 
Entering Unmasked Estep 
Score: -22123290.000000 Penalty: 5975.800781
	Iteration 25Q: 3 clusters Score -2.212329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 170457 members 
Entering Unmasked Estep 
Score: -22123294.000000 Penalty: 5975.800781
	Iteration 26Q: 3 clusters Score -2.212329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 170456 members 
Entering Unmasked Estep 
Score: -22123292.000000 Penalty: 5975.800781
	Iteration 27Q: 3 clusters Score -2.212329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 170459 members 
Entering Unmasked Estep 
Score: -22123302.000000 Penalty: 5975.800781
	Iteration 28Q: 3 clusters Score -2.21233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 170462 members 
Entering Unmasked Estep 
Score: -22123290.000000 Penalty: 5975.800781
	Iteration 29Q: 3 clusters Score -2.212329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 170462 members 
Entering Unmasked Estep 
Score: -22123290.000000 Penalty: 5975.800781
	Iteration 30Q: 3 clusters Score -2.212329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 170461 members 
Entering Unmasked Estep 
Score: -22123288.000000 Penalty: 5975.800781
	Iteration 31Q: 3 clusters Score -2.212329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 170461 members 
Entering Unmasked Estep 
Score: -22123288.000000 Penalty: 5975.800781
	Iteration 32F: 3 clusters Score -2.212329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -56447.343750 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -56447.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55034.488281 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -55034.49 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55181.390625 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -55181.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55234.140625 Penalty: 3069.378906
	Iteration 2Q: 3 clusters Score -55234.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55272.101562 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -55272.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -55294.753906 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -55294.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55302.429688 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -55302.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55313.121094 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -55313.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -55319.949219 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -55319.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55321.710938 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -55321.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55323.707031 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -55323.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55328.152344 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -55328.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55333.160156 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -55333.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55338.718750 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -55338.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55338.718750 Penalty: 3069.378906
	Iteration 13F: 3 clusters Score -55338.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -48460.484375 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -48460.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47085.980469 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -47085.98 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47403.777344 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -47403.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47588.128906 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -47588.13 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47783.847656 Penalty: 3074.445312
	Iteration 3F: 3 clusters Score -47783.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48080.871094 Penalty: 3074.445312
	Iteration 4F: 3 clusters Score -48080.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48527.785156 Penalty: 3074.445312
	Iteration 5F: 3 clusters Score -48527.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48911.890625 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -48911.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49036.187500 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -49036.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49069.414062 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -49069.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49090.335938 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -49090.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49098.687500 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -49098.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49105.089844 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -49105.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49108.074219 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -49108.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49108.074219 Penalty: 3074.445312
	Iteration 13F: 3 clusters Score -49108.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 104004 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 10613 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8601 members 
Mstep: Class 8 contains 48472 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23223 members 
Mstep: Class 11 contains 13194 members 
Mstep: Class 12 contains 10656 members 
Mstep: Class 13 contains 14744 members 
Mstep: Class 14 contains 181647 members 
Mstep: Class 15 contains 11921 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88671 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96652 members 
Mstep: Class 20 contains 70927 members 
Mstep: Class 21 contains 31062 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4027 members 
Mstep: Class 25 contains 48560 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92211 members 
Mstep: Class 28 contains 5432 members 
Mstep: Class 29 contains 19401 members 
Mstep: Class 30 contains 20679 members 
Mstep: Class 31 contains 170755 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 293 members 
Mstep: Class 34 contains 18567 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9038 members 
Mstep: Class 37 contains 4411 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2224 members 
Mstep: Class 42 contains 199 members 
Entering Unmasked Estep 
Score: -150949552.000000 Penalty: 145916.250000
Splitting cluster 33 changes total score from -150950864.000000 to -150949552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (18567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Entering Unmasked Estep 
Score: -2397175.750000 Penalty: 2437.626953
	Iteration 0F: 2 clusters Score -2397176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2383965.250000 Penalty: 4875.253906
	Iteration 0F: 3 clusters Score -2383965 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2388473.500000 Penalty: 4875.253906
	Iteration 1F: 3 clusters Score -2388474 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2388955.500000 Penalty: 4875.253906
	Iteration 2F: 3 clusters Score -2388956 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2389372.000000 Penalty: 4875.253906
	Iteration 3F: 3 clusters Score -2389372 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2389800.750000 Penalty: 4875.253906
	Iteration 4Q: 3 clusters Score -2389801 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2390305.750000 Penalty: 4875.253906
	Iteration 5Q: 3 clusters Score -2390306 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2391065.500000 Penalty: 4875.253906
	Iteration 6F: 3 clusters Score -2391066 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2392185.000000 Penalty: 4875.253906
	Iteration 7F: 3 clusters Score -2392185 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2393421.000000 Penalty: 4875.253906
	Iteration 8F: 3 clusters Score -2393421 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2394421.750000 Penalty: 4875.253906
	Iteration 9F: 3 clusters Score -2394422 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2395102.250000 Penalty: 4875.253906
	Iteration 10Q: 3 clusters Score -2395102 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2395690.250000 Penalty: 4875.253906
	Iteration 11Q: 3 clusters Score -2395690 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2396126.500000 Penalty: 4875.253906
	Iteration 12Q: 3 clusters Score -2396126 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2396364.000000 Penalty: 4875.253906
	Iteration 13Q: 3 clusters Score -2396364 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2396480.750000 Penalty: 4875.253906
	Iteration 14Q: 3 clusters Score -2396481 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2396517.250000 Penalty: 4875.253906
	Iteration 15Q: 3 clusters Score -2396517 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2396543.750000 Penalty: 4875.253906
	Iteration 16Q: 3 clusters Score -2396544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2396553.500000 Penalty: 4875.253906
	Iteration 17Q: 3 clusters Score -2396554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2396561.750000 Penalty: 4875.253906
	Iteration 18Q: 3 clusters Score -2396562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2396562.750000 Penalty: 4875.253906
	Iteration 19Q: 3 clusters Score -2396563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2396594.500000 Penalty: 4875.253906
	Iteration 20F: 3 clusters Score -2396594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2396614.250000 Penalty: 4875.253906
	Iteration 21Q: 3 clusters Score -2396614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2396621.750000 Penalty: 4875.253906
	Iteration 22Q: 3 clusters Score -2396622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2396622.750000 Penalty: 4875.253906
	Iteration 23Q: 3 clusters Score -2396623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2396628.500000 Penalty: 4875.253906
	Iteration 24Q: 3 clusters Score -2396628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2396627.500000 Penalty: 4875.253906
	Iteration 25Q: 3 clusters Score -2396628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2396626.750000 Penalty: 4875.253906
	Iteration 26Q: 3 clusters Score -2396627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2396630.250000 Penalty: 4875.253906
	Iteration 27Q: 3 clusters Score -2396630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2396631.250000 Penalty: 4875.253906
	Iteration 28Q: 3 clusters Score -2396631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2396627.250000 Penalty: 4875.253906
	Iteration 29Q: 3 clusters Score -2396627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2396627.250000 Penalty: 4875.253906
	Iteration 30F: 3 clusters Score -2396627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Entering Unmasked Estep 
Score: -1126419.000000 Penalty: 2249.656006
	Iteration 0F: 2 clusters Score -1126419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1119629.000000 Penalty: 4499.312012
	Iteration 0F: 3 clusters Score -1119629 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1121578.000000 Penalty: 4499.312012
	Iteration 1F: 3 clusters Score -1121578 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1121860.000000 Penalty: 4499.312012
	Iteration 2F: 3 clusters Score -1121860 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1122090.625000 Penalty: 4499.312012
	Iteration 3F: 3 clusters Score -1122091 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1122288.875000 Penalty: 4499.312012
	Iteration 4Q: 3 clusters Score -1122289 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1122458.250000 Penalty: 4499.312012
	Iteration 5Q: 3 clusters Score -1122458 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1122636.500000 Penalty: 4499.312012
	Iteration 6Q: 3 clusters Score -1122636 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1122853.250000 Penalty: 4499.312012
	Iteration 7Q: 3 clusters Score -1122853 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1123084.500000 Penalty: 4499.312012
	Iteration 8Q: 3 clusters Score -1123084 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1123333.375000 Penalty: 4499.312012
	Iteration 9Q: 3 clusters Score -1123333 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1123539.750000 Penalty: 4499.312012
	Iteration 10Q: 3 clusters Score -1123540 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1123721.000000 Penalty: 4499.312012
	Iteration 11Q: 3 clusters Score -1123721 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1123873.750000 Penalty: 4499.312012
	Iteration 12Q: 3 clusters Score -1123874 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1123976.500000 Penalty: 4499.312012
	Iteration 13Q: 3 clusters Score -1123976 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1124051.875000 Penalty: 4499.312012
	Iteration 14Q: 3 clusters Score -1124052 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1124114.875000 Penalty: 4499.312012
	Iteration 15Q: 3 clusters Score -1124115 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1124166.000000 Penalty: 4499.312012
	Iteration 16Q: 3 clusters Score -1124166 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1124211.500000 Penalty: 4499.312012
	Iteration 17Q: 3 clusters Score -1124212 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1124251.500000 Penalty: 4499.312012
	Iteration 18Q: 3 clusters Score -1124252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1124292.875000 Penalty: 4499.312012
	Iteration 19Q: 3 clusters Score -1124293 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1124317.750000 Penalty: 4499.312012
	Iteration 20F: 3 clusters Score -1124318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1124340.500000 Penalty: 4499.312012
	Iteration 21Q: 3 clusters Score -1124340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1124359.125000 Penalty: 4499.312012
	Iteration 22Q: 3 clusters Score -1124359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1124376.000000 Penalty: 4499.312012
	Iteration 23Q: 3 clusters Score -1124376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1124395.250000 Penalty: 4499.312012
	Iteration 24Q: 3 clusters Score -1124395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1124402.625000 Penalty: 4499.312012
	Iteration 25Q: 3 clusters Score -1124403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1124410.625000 Penalty: 4499.312012
	Iteration 26Q: 3 clusters Score -1124411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1124416.250000 Penalty: 4499.312012
	Iteration 27Q: 3 clusters Score -1124416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1124422.000000 Penalty: 4499.312012
	Iteration 28Q: 3 clusters Score -1124422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1124426.750000 Penalty: 4499.312012
	Iteration 29Q: 3 clusters Score -1124427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1124426.375000 Penalty: 4499.312012
	Iteration 30Q: 3 clusters Score -1124426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1124426.375000 Penalty: 4499.312012
	Iteration 31Q: 3 clusters Score -1124426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1124429.500000 Penalty: 4499.312012
	Iteration 32Q: 3 clusters Score -1124430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1124432.875000 Penalty: 4499.312012
	Iteration 33Q: 3 clusters Score -1124433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1124434.875000 Penalty: 4499.312012
	Iteration 34Q: 3 clusters Score -1124435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1124432.750000 Penalty: 4499.312012
	Iteration 35Q: 3 clusters Score -1124433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1124433.250000 Penalty: 4499.312012
	Iteration 36Q: 3 clusters Score -1124433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1124435.625000 Penalty: 4499.312012
	Iteration 37Q: 3 clusters Score -1124436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1124436.375000 Penalty: 4499.312012
	Iteration 38Q: 3 clusters Score -1124436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1124436.375000 Penalty: 4499.312012
	Iteration 39F: 3 clusters Score -1124436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Entering Unmasked Estep 
Score: -1124306.875000 Penalty: 2259.079834
	Iteration 0F: 2 clusters Score -1124307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1117269.625000 Penalty: 4518.159668
	Iteration 0F: 3 clusters Score -1117270 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1119257.625000 Penalty: 4518.159668
	Iteration 1F: 3 clusters Score -1119258 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1119600.500000 Penalty: 4518.159668
	Iteration 2F: 3 clusters Score -1119600 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1119863.000000 Penalty: 4518.159668
	Iteration 3F: 3 clusters Score -1119863 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1120116.500000 Penalty: 4518.159668
	Iteration 4F: 3 clusters Score -1120116 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1120360.625000 Penalty: 4518.159668
	Iteration 5Q: 3 clusters Score -1120361 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1120658.250000 Penalty: 4518.159668
	Iteration 6Q: 3 clusters Score -1120658 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1120970.125000 Penalty: 4518.159668
	Iteration 7F: 3 clusters Score -1120970 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1121244.250000 Penalty: 4518.159668
	Iteration 8Q: 3 clusters Score -1121244 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1121500.125000 Penalty: 4518.159668
	Iteration 9Q: 3 clusters Score -1121500 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1121753.875000 Penalty: 4518.159668
	Iteration 10Q: 3 clusters Score -1121754 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1121936.750000 Penalty: 4518.159668
	Iteration 11Q: 3 clusters Score -1121937 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1122088.125000 Penalty: 4518.159668
	Iteration 12Q: 3 clusters Score -1122088 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1122193.250000 Penalty: 4518.159668
	Iteration 13Q: 3 clusters Score -1122193 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1122278.500000 Penalty: 4518.159668
	Iteration 14Q: 3 clusters Score -1122278 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1122347.625000 Penalty: 4518.159668
	Iteration 15Q: 3 clusters Score -1122348 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1122414.375000 Penalty: 4518.159668
	Iteration 16Q: 3 clusters Score -1122414 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1122461.750000 Penalty: 4518.159668
	Iteration 17Q: 3 clusters Score -1122462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1122509.000000 Penalty: 4518.159668
	Iteration 18Q: 3 clusters Score -1122509 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1122567.625000 Penalty: 4518.159668
	Iteration 19Q: 3 clusters Score -1122568 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1122611.000000 Penalty: 4518.159668
	Iteration 20F: 3 clusters Score -1122611 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1122639.750000 Penalty: 4518.159668
	Iteration 21Q: 3 clusters Score -1122640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1122656.000000 Penalty: 4518.159668
	Iteration 22Q: 3 clusters Score -1122656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1122668.375000 Penalty: 4518.159668
	Iteration 23Q: 3 clusters Score -1122668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1122692.875000 Penalty: 4518.159668
	Iteration 24Q: 3 clusters Score -1122693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1122703.875000 Penalty: 4518.159668
	Iteration 25Q: 3 clusters Score -1122704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1122716.250000 Penalty: 4518.159668
	Iteration 26Q: 3 clusters Score -1122716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1122721.875000 Penalty: 4518.159668
	Iteration 27Q: 3 clusters Score -1122722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1122723.625000 Penalty: 4518.159668
	Iteration 28Q: 3 clusters Score -1122724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1122727.625000 Penalty: 4518.159668
	Iteration 29Q: 3 clusters Score -1122728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1122731.375000 Penalty: 4518.159668
	Iteration 30Q: 3 clusters Score -1122731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1122735.875000 Penalty: 4518.159668
	Iteration 31Q: 3 clusters Score -1122736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1122738.250000 Penalty: 4518.159668
	Iteration 32Q: 3 clusters Score -1122738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1122740.750000 Penalty: 4518.159668
	Iteration 33Q: 3 clusters Score -1122741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1122740.125000 Penalty: 4518.159668
	Iteration 34Q: 3 clusters Score -1122740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1122746.250000 Penalty: 4518.159668
	Iteration 35Q: 3 clusters Score -1122746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1122747.375000 Penalty: 4518.159668
	Iteration 36Q: 3 clusters Score -1122747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1122751.125000 Penalty: 4518.159668
	Iteration 37Q: 3 clusters Score -1122751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1122752.000000 Penalty: 4518.159668
	Iteration 38Q: 3 clusters Score -1122752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1122751.375000 Penalty: 4518.159668
	Iteration 39Q: 3 clusters Score -1122751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1122754.500000 Penalty: 4518.159668
	Iteration 40F: 3 clusters Score -1122754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1122755.000000 Penalty: 4518.159668
	Iteration 41Q: 3 clusters Score -1122755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1122756.000000 Penalty: 4518.159668
	Iteration 42Q: 3 clusters Score -1122756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1122756.000000 Penalty: 4518.159668
	Iteration 43F: 3 clusters Score -1122756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Entering Unmasked Estep 
Score: -508577.156250 Penalty: 2081.180664
	Iteration 0F: 2 clusters Score -508577.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -504428.156250 Penalty: 4162.361328
	Iteration 0F: 3 clusters Score -504428.2 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -505583.125000 Penalty: 4162.361328
	Iteration 1F: 3 clusters Score -505583.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -505854.281250 Penalty: 4162.361328
	Iteration 2F: 3 clusters Score -505854.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -506067.531250 Penalty: 4162.361328
	Iteration 3F: 3 clusters Score -506067.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -506266.875000 Penalty: 4162.361328
	Iteration 4Q: 3 clusters Score -506266.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -506439.250000 Penalty: 4162.361328
	Iteration 5Q: 3 clusters Score -506439.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -506580.593750 Penalty: 4162.361328
	Iteration 6Q: 3 clusters Score -506580.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -506728.000000 Penalty: 4162.361328
	Iteration 7Q: 3 clusters Score -506728 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -506921.312500 Penalty: 4162.361328
	Iteration 8Q: 3 clusters Score -506921.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -507098.187500 Penalty: 4162.361328
	Iteration 9Q: 3 clusters Score -507098.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -507248.781250 Penalty: 4162.361328
	Iteration 10Q: 3 clusters Score -507248.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -507380.500000 Penalty: 4162.361328
	Iteration 11Q: 3 clusters Score -507380.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -507461.250000 Penalty: 4162.361328
	Iteration 12Q: 3 clusters Score -507461.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -507511.156250 Penalty: 4162.361328
	Iteration 13Q: 3 clusters Score -507511.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -507536.750000 Penalty: 4162.361328
	Iteration 14Q: 3 clusters Score -507536.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -507550.593750 Penalty: 4162.361328
	Iteration 15Q: 3 clusters Score -507550.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -507560.531250 Penalty: 4162.361328
	Iteration 16Q: 3 clusters Score -507560.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -507570.218750 Penalty: 4162.361328
	Iteration 17Q: 3 clusters Score -507570.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -507576.750000 Penalty: 4162.361328
	Iteration 18Q: 3 clusters Score -507576.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -507583.875000 Penalty: 4162.361328
	Iteration 19Q: 3 clusters Score -507583.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -507588.125000 Penalty: 4162.361328
	Iteration 20F: 3 clusters Score -507588.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -507590.562500 Penalty: 4162.361328
	Iteration 21Q: 3 clusters Score -507590.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -507592.406250 Penalty: 4162.361328
	Iteration 22Q: 3 clusters Score -507592.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -507595.500000 Penalty: 4162.361328
	Iteration 23Q: 3 clusters Score -507595.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -507598.000000 Penalty: 4162.361328
	Iteration 24Q: 3 clusters Score -507598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -507600.312500 Penalty: 4162.361328
	Iteration 25Q: 3 clusters Score -507600.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -507600.312500 Penalty: 4162.361328
	Iteration 26Q: 3 clusters Score -507600.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -507601.593750 Penalty: 4162.361328
	Iteration 27Q: 3 clusters Score -507601.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -507603.375000 Penalty: 4162.361328
	Iteration 28Q: 3 clusters Score -507603.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -507603.906250 Penalty: 4162.361328
	Iteration 29Q: 3 clusters Score -507603.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -507606.031250 Penalty: 4162.361328
	Iteration 30Q: 3 clusters Score -507606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -507606.093750 Penalty: 4162.361328
	Iteration 31Q: 3 clusters Score -507606.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -507606.437500 Penalty: 4162.361328
	Iteration 32Q: 3 clusters Score -507606.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -507606.843750 Penalty: 4162.361328
	Iteration 33Q: 3 clusters Score -507606.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -507608.125000 Penalty: 4162.361328
	Iteration 34Q: 3 clusters Score -507608.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -507608.125000 Penalty: 4162.361328
	Iteration 35F: 3 clusters Score -507608.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -55004.335938 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -55004.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -53531.820312 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -53531.82 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53878.585938 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -53878.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54053.671875 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -54053.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54138.433594 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -54138.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54179.132812 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -54179.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54204.957031 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -54204.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54226.144531 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -54226.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54246.269531 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -54246.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54278.371094 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -54278.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -54321.988281 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -54321.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54357.789062 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -54357.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -54374.160156 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -54374.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -54379.332031 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -54379.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54388.500000 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -54388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54390.847656 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -54390.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54405.128906 Penalty: 3078.461670
	Iteration 15Q: 3 clusters Score -54405.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54432.597656 Penalty: 3078.461670
	Iteration 16Q: 3 clusters Score -54432.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54507.156250 Penalty: 3078.461670
	Iteration 17Q: 3 clusters Score -54507.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54738.921875 Penalty: 3078.461670
	Iteration 18Q: 3 clusters Score -54738.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54900.210938 Penalty: 3078.461670
	Iteration 19Q: 3 clusters Score -54900.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54998.531250 Penalty: 3078.461670
	Iteration 20F: 3 clusters Score -54998.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55153.855469 Penalty: 3078.461670
	Iteration 21Q: 3 clusters Score -55153.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55153.855469 Penalty: 3078.461670
	Iteration 22F: 3 clusters Score -55153.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 104004 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 10613 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8601 members 
Mstep: Class 8 contains 48472 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23223 members 
Mstep: Class 11 contains 13194 members 
Mstep: Class 12 contains 10656 members 
Mstep: Class 13 contains 14744 members 
Mstep: Class 14 contains 181647 members 
Mstep: Class 15 contains 11921 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88671 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96652 members 
Mstep: Class 20 contains 70927 members 
Mstep: Class 21 contains 31062 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4027 members 
Mstep: Class 25 contains 48560 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92211 members 
Mstep: Class 28 contains 5432 members 
Mstep: Class 29 contains 19401 members 
Mstep: Class 30 contains 20679 members 
Mstep: Class 31 contains 170755 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18567 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9038 members 
Mstep: Class 37 contains 4411 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2224 members 
Mstep: Class 42 contains 252 members 
Entering Unmasked Estep 
Score: -150949104.000000 Penalty: 145916.250000
Splitting cluster 38 changes total score from -150950864.000000 to -150949104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -83721.828125 Penalty: 1623.958374
	Iteration 0F: 2 clusters Score -83721.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82012.156250 Penalty: 3247.916748
	Iteration 0F: 3 clusters Score -82012.16 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82223.734375 Penalty: 3247.916748
	Iteration 1F: 3 clusters Score -82223.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82289.656250 Penalty: 3247.916748
	Iteration 2F: 3 clusters Score -82289.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82322.539062 Penalty: 3247.916748
	Iteration 3Q: 3 clusters Score -82322.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -82339.382812 Penalty: 3247.916748
	Iteration 4Q: 3 clusters Score -82339.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82363.195312 Penalty: 3247.916748
	Iteration 5Q: 3 clusters Score -82363.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82399.234375 Penalty: 3247.916748
	Iteration 6Q: 3 clusters Score -82399.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82424.132812 Penalty: 3247.916748
	Iteration 7Q: 3 clusters Score -82424.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82458.289062 Penalty: 3247.916748
	Iteration 8Q: 3 clusters Score -82458.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -82502.492188 Penalty: 3247.916748
	Iteration 9Q: 3 clusters Score -82502.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -82557.406250 Penalty: 3247.916748
	Iteration 10Q: 3 clusters Score -82557.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -82602.953125 Penalty: 3247.916748
	Iteration 11Q: 3 clusters Score -82602.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -82628.703125 Penalty: 3247.916748
	Iteration 12Q: 3 clusters Score -82628.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -82639.976562 Penalty: 3247.916748
	Iteration 13Q: 3 clusters Score -82639.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -82648.460938 Penalty: 3247.916748
	Iteration 14Q: 3 clusters Score -82648.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -82649.187500 Penalty: 3247.916748
	Iteration 15Q: 3 clusters Score -82649.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -82649.187500 Penalty: 3247.916748
	Iteration 16F: 3 clusters Score -82649.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -106267.593750 Penalty: 1709.626709
	Iteration 0F: 2 clusters Score -106267.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -104413.242188 Penalty: 3419.253418
	Iteration 0F: 3 clusters Score -104413.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -105029.781250 Penalty: 3419.253418
	Iteration 1F: 3 clusters Score -105029.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -105518.351562 Penalty: 3419.253418
	Iteration 2F: 3 clusters Score -105518.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -105838.804688 Penalty: 3419.253418
	Iteration 3F: 3 clusters Score -105838.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -106007.421875 Penalty: 3419.253418
	Iteration 4F: 3 clusters Score -106007.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -106138.015625 Penalty: 3419.253418
	Iteration 5Q: 3 clusters Score -106138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -106219.882812 Penalty: 3419.253418
	Iteration 6Q: 3 clusters Score -106219.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -106248.421875 Penalty: 3419.253418
	Iteration 7Q: 3 clusters Score -106248.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -106285.554688 Penalty: 3419.253418
	Iteration 8Q: 3 clusters Score -106285.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -106317.757812 Penalty: 3419.253418
	Iteration 9Q: 3 clusters Score -106317.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -106338.164062 Penalty: 3419.253418
	Iteration 10Q: 3 clusters Score -106338.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -106344.718750 Penalty: 3419.253418
	Iteration 11Q: 3 clusters Score -106344.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -106345.632812 Penalty: 3419.253418
	Iteration 12Q: 3 clusters Score -106345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -106345.632812 Penalty: 3419.253418
	Iteration 13F: 3 clusters Score -106345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 104004 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 10613 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8601 members 
Mstep: Class 8 contains 48472 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23223 members 
Mstep: Class 11 contains 13194 members 
Mstep: Class 12 contains 10656 members 
Mstep: Class 13 contains 14744 members 
Mstep: Class 14 contains 181647 members 
Mstep: Class 15 contains 11921 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88671 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96652 members 
Mstep: Class 20 contains 70927 members 
Mstep: Class 21 contains 31062 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4027 members 
Mstep: Class 25 contains 48560 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92211 members 
Mstep: Class 28 contains 5432 members 
Mstep: Class 29 contains 19401 members 
Mstep: Class 30 contains 20679 members 
Mstep: Class 31 contains 170755 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18567 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9038 members 
Mstep: Class 37 contains 4411 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 339 members 
Mstep: Class 41 contains 2224 members 
Mstep: Class 42 contains 647 members 
Entering Unmasked Estep 
Score: -150949120.000000 Penalty: 145916.250000
Splitting cluster 40 changes total score from -150950864.000000 to -150949120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (2224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Entering Unmasked Estep 
Score: -275532.906250 Penalty: 1911.351562
	Iteration 0F: 2 clusters Score -275532.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -272780.750000 Penalty: 3822.703125
	Iteration 0F: 3 clusters Score -272780.8 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -273293.562500 Penalty: 3822.703125
	Iteration 1F: 3 clusters Score -273293.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -273420.500000 Penalty: 3822.703125
	Iteration 2F: 3 clusters Score -273420.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -273489.343750 Penalty: 3822.703125
	Iteration 3Q: 3 clusters Score -273489.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -273531.312500 Penalty: 3822.703125
	Iteration 4Q: 3 clusters Score -273531.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -273578.250000 Penalty: 3822.703125
	Iteration 5Q: 3 clusters Score -273578.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -273619.500000 Penalty: 3822.703125
	Iteration 6Q: 3 clusters Score -273619.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -273659.375000 Penalty: 3822.703125
	Iteration 7Q: 3 clusters Score -273659.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -273692.843750 Penalty: 3822.703125
	Iteration 8Q: 3 clusters Score -273692.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -273713.375000 Penalty: 3822.703125
	Iteration 9Q: 3 clusters Score -273713.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -273723.187500 Penalty: 3822.703125
	Iteration 10Q: 3 clusters Score -273723.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -273733.812500 Penalty: 3822.703125
	Iteration 11Q: 3 clusters Score -273733.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -273747.312500 Penalty: 3822.703125
	Iteration 12Q: 3 clusters Score -273747.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -273762.125000 Penalty: 3822.703125
	Iteration 13Q: 3 clusters Score -273762.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -273771.625000 Penalty: 3822.703125
	Iteration 14Q: 3 clusters Score -273771.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -273777.562500 Penalty: 3822.703125
	Iteration 15Q: 3 clusters Score -273777.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -273782.437500 Penalty: 3822.703125
	Iteration 16Q: 3 clusters Score -273782.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -273790.687500 Penalty: 3822.703125
	Iteration 17Q: 3 clusters Score -273790.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -273800.812500 Penalty: 3822.703125
	Iteration 18Q: 3 clusters Score -273800.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -273816.625000 Penalty: 3822.703125
	Iteration 19Q: 3 clusters Score -273816.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -273832.843750 Penalty: 3822.703125
	Iteration 20F: 3 clusters Score -273832.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -273844.875000 Penalty: 3822.703125
	Iteration 21Q: 3 clusters Score -273844.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -273856.562500 Penalty: 3822.703125
	Iteration 22Q: 3 clusters Score -273856.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -273863.218750 Penalty: 3822.703125
	Iteration 23Q: 3 clusters Score -273863.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -273865.875000 Penalty: 3822.703125
	Iteration 24Q: 3 clusters Score -273865.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -273868.218750 Penalty: 3822.703125
	Iteration 25Q: 3 clusters Score -273868.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -273869.968750 Penalty: 3822.703125
	Iteration 26Q: 3 clusters Score -273870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -273873.843750 Penalty: 3822.703125
	Iteration 27Q: 3 clusters Score -273873.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -273875.062500 Penalty: 3822.703125
	Iteration 28Q: 3 clusters Score -273875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -273875.406250 Penalty: 3822.703125
	Iteration 29Q: 3 clusters Score -273875.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -273875.406250 Penalty: 3822.703125
	Iteration 30F: 3 clusters Score -273875.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 104004 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 10613 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8601 members 
Mstep: Class 8 contains 48472 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23223 members 
Mstep: Class 11 contains 13194 members 
Mstep: Class 12 contains 10656 members 
Mstep: Class 13 contains 14744 members 
Mstep: Class 14 contains 181647 members 
Mstep: Class 15 contains 11921 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88671 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96652 members 
Mstep: Class 20 contains 70927 members 
Mstep: Class 21 contains 31062 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4027 members 
Mstep: Class 25 contains 48560 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92211 members 
Mstep: Class 28 contains 5432 members 
Mstep: Class 29 contains 19401 members 
Mstep: Class 30 contains 20679 members 
Mstep: Class 31 contains 170755 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18567 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9038 members 
Mstep: Class 37 contains 4411 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950864.000000 Penalty: 142442.046875
Iteration 199Q: 42 clusters Score -1.509509e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 104028 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8607 members 
Mstep: Class 8 contains 48473 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23224 members 
Mstep: Class 11 contains 13194 members 
Mstep: Class 12 contains 10666 members 
Mstep: Class 13 contains 14735 members 
Mstep: Class 14 contains 181646 members 
Mstep: Class 15 contains 11941 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88673 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96652 members 
Mstep: Class 20 contains 70928 members 
Mstep: Class 21 contains 31008 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11492 members 
Mstep: Class 24 contains 4026 members 
Mstep: Class 25 contains 48577 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92213 members 
Mstep: Class 28 contains 5431 members 
Mstep: Class 29 contains 19397 members 
Mstep: Class 30 contains 20678 members 
Mstep: Class 31 contains 170746 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18562 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9039 members 
Mstep: Class 37 contains 4413 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951008.000000 Penalty: 142442.046875
Iteration 200F: 42 clusters Score -1.50951e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 104047 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 10610 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 48468 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23222 members 
Mstep: Class 11 contains 13194 members 
Mstep: Class 12 contains 10680 members 
Mstep: Class 13 contains 14732 members 
Mstep: Class 14 contains 181645 members 
Mstep: Class 15 contains 11950 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 88674 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96652 members 
Mstep: Class 20 contains 70929 members 
Mstep: Class 21 contains 30984 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11491 members 
Mstep: Class 24 contains 4026 members 
Mstep: Class 25 contains 48587 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92181 members 
Mstep: Class 28 contains 5430 members 
Mstep: Class 29 contains 19394 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170745 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18554 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9040 members 
Mstep: Class 37 contains 4414 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951200.000000 Penalty: 142442.046875
Iteration 201Q: 42 clusters Score -1.509512e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 104056 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 10610 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8592 members 
Mstep: Class 8 contains 48467 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23223 members 
Mstep: Class 11 contains 13191 members 
Mstep: Class 12 contains 10692 members 
Mstep: Class 13 contains 14737 members 
Mstep: Class 14 contains 181648 members 
Mstep: Class 15 contains 11958 members 
Mstep: Class 16 contains 15029 members 
Mstep: Class 17 contains 88672 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96652 members 
Mstep: Class 20 contains 70934 members 
Mstep: Class 21 contains 30961 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11492 members 
Mstep: Class 24 contains 4026 members 
Mstep: Class 25 contains 48593 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92131 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 19393 members 
Mstep: Class 30 contains 20676 members 
Mstep: Class 31 contains 170739 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18551 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9042 members 
Mstep: Class 37 contains 4414 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951328.000000 Penalty: 142442.046875
Iteration 202Q: 42 clusters Score -1.509513e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 104074 members 
Mstep: Class 3 contains 2035 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 48468 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23223 members 
Mstep: Class 11 contains 13189 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 14734 members 
Mstep: Class 14 contains 181652 members 
Mstep: Class 15 contains 11967 members 
Mstep: Class 16 contains 15029 members 
Mstep: Class 17 contains 88671 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96652 members 
Mstep: Class 20 contains 70939 members 
Mstep: Class 21 contains 30936 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4027 members 
Mstep: Class 25 contains 48600 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92083 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 19392 members 
Mstep: Class 30 contains 20677 members 
Mstep: Class 31 contains 170727 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18548 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9045 members 
Mstep: Class 37 contains 4412 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951296.000000 Penalty: 142442.046875
Iteration 203Q: 42 clusters Score -1.509513e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 104105 members 
Mstep: Class 3 contains 2034 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 10612 members 
Mstep: Class 6 contains 25068 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 48465 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23222 members 
Mstep: Class 11 contains 13188 members 
Mstep: Class 12 contains 10711 members 
Mstep: Class 13 contains 14734 members 
Mstep: Class 14 contains 181650 members 
Mstep: Class 15 contains 11981 members 
Mstep: Class 16 contains 15029 members 
Mstep: Class 17 contains 88672 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96652 members 
Mstep: Class 20 contains 70937 members 
Mstep: Class 21 contains 30893 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4024 members 
Mstep: Class 25 contains 48603 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92045 members 
Mstep: Class 28 contains 5428 members 
Mstep: Class 29 contains 19389 members 
Mstep: Class 30 contains 20679 members 
Mstep: Class 31 contains 170731 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18546 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 9048 members 
Mstep: Class 37 contains 4413 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951392.000000 Penalty: 142442.046875
Iteration 204Q: 42 clusters Score -1.509514e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 104132 members 
Mstep: Class 3 contains 2033 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25067 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 48464 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23221 members 
Mstep: Class 11 contains 13187 members 
Mstep: Class 12 contains 10715 members 
Mstep: Class 13 contains 14746 members 
Mstep: Class 14 contains 181648 members 
Mstep: Class 15 contains 11997 members 
Mstep: Class 16 contains 15029 members 
Mstep: Class 17 contains 88669 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96651 members 
Mstep: Class 20 contains 70941 members 
Mstep: Class 21 contains 30850 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4024 members 
Mstep: Class 25 contains 48604 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 92009 members 
Mstep: Class 28 contains 5428 members 
Mstep: Class 29 contains 19386 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170729 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18542 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9050 members 
Mstep: Class 37 contains 4416 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951280.000000 Penalty: 142442.046875
Iteration 205Q: 42 clusters Score -1.509513e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 104151 members 
Mstep: Class 3 contains 2030 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 10610 members 
Mstep: Class 6 contains 25065 members 
Mstep: Class 7 contains 8601 members 
Mstep: Class 8 contains 48466 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23223 members 
Mstep: Class 11 contains 13188 members 
Mstep: Class 12 contains 10725 members 
Mstep: Class 13 contains 14752 members 
Mstep: Class 14 contains 181648 members 
Mstep: Class 15 contains 12003 members 
Mstep: Class 16 contains 15029 members 
Mstep: Class 17 contains 88659 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96649 members 
Mstep: Class 20 contains 70942 members 
Mstep: Class 21 contains 30826 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4021 members 
Mstep: Class 25 contains 48611 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91980 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 19382 members 
Mstep: Class 30 contains 20677 members 
Mstep: Class 31 contains 170731 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18542 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9053 members 
Mstep: Class 37 contains 4416 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951456.000000 Penalty: 142442.046875
Iteration 206Q: 42 clusters Score -1.509515e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 104163 members 
Mstep: Class 3 contains 2028 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25065 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 48469 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 13189 members 
Mstep: Class 12 contains 10728 members 
Mstep: Class 13 contains 14754 members 
Mstep: Class 14 contains 181645 members 
Mstep: Class 15 contains 12011 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88649 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96648 members 
Mstep: Class 20 contains 70942 members 
Mstep: Class 21 contains 30801 members 
Mstep: Class 22 contains 6096 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 4024 members 
Mstep: Class 25 contains 48610 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91956 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 19382 members 
Mstep: Class 30 contains 20678 members 
Mstep: Class 31 contains 170731 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18545 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9057 members 
Mstep: Class 37 contains 4413 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951360.000000 Penalty: 142442.046875
Iteration 207Q: 42 clusters Score -1.509514e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 104173 members 
Mstep: Class 3 contains 2027 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25065 members 
Mstep: Class 7 contains 8614 members 
Mstep: Class 8 contains 48469 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 13191 members 
Mstep: Class 12 contains 10733 members 
Mstep: Class 13 contains 14756 members 
Mstep: Class 14 contains 181640 members 
Mstep: Class 15 contains 12018 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88642 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96648 members 
Mstep: Class 20 contains 70946 members 
Mstep: Class 21 contains 30778 members 
Mstep: Class 22 contains 6094 members 
Mstep: Class 23 contains 11497 members 
Mstep: Class 24 contains 4023 members 
Mstep: Class 25 contains 48622 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91932 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 19385 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170726 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18545 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9062 members 
Mstep: Class 37 contains 4414 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951568.000000 Penalty: 142442.046875
Iteration 208Q: 42 clusters Score -1.509516e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 104182 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25064 members 
Mstep: Class 7 contains 8618 members 
Mstep: Class 8 contains 48468 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23231 members 
Mstep: Class 11 contains 13192 members 
Mstep: Class 12 contains 10737 members 
Mstep: Class 13 contains 14753 members 
Mstep: Class 14 contains 181644 members 
Mstep: Class 15 contains 12024 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88635 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96648 members 
Mstep: Class 20 contains 70949 members 
Mstep: Class 21 contains 30755 members 
Mstep: Class 22 contains 6093 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 4020 members 
Mstep: Class 25 contains 48630 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91910 members 
Mstep: Class 28 contains 5426 members 
Mstep: Class 29 contains 19390 members 
Mstep: Class 30 contains 20680 members 
Mstep: Class 31 contains 170728 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18546 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9065 members 
Mstep: Class 37 contains 4419 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951536.000000 Penalty: 142442.046875
Iteration 209Q: 42 clusters Score -1.509515e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 104199 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25063 members 
Mstep: Class 7 contains 8629 members 
Mstep: Class 8 contains 48467 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23233 members 
Mstep: Class 11 contains 13194 members 
Mstep: Class 12 contains 10743 members 
Mstep: Class 13 contains 14744 members 
Mstep: Class 14 contains 181643 members 
Mstep: Class 15 contains 12030 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88626 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96648 members 
Mstep: Class 20 contains 70949 members 
Mstep: Class 21 contains 30735 members 
Mstep: Class 22 contains 6093 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4019 members 
Mstep: Class 25 contains 48638 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91891 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 19392 members 
Mstep: Class 30 contains 20682 members 
Mstep: Class 31 contains 170725 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18549 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9066 members 
Mstep: Class 37 contains 4419 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951488.000000 Penalty: 142442.046875
Iteration 210Q: 42 clusters Score -1.509515e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 104222 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25062 members 
Mstep: Class 7 contains 8633 members 
Mstep: Class 8 contains 48468 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23232 members 
Mstep: Class 11 contains 13193 members 
Mstep: Class 12 contains 10748 members 
Mstep: Class 13 contains 14736 members 
Mstep: Class 14 contains 181644 members 
Mstep: Class 15 contains 12043 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88617 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96648 members 
Mstep: Class 20 contains 70949 members 
Mstep: Class 21 contains 30710 members 
Mstep: Class 22 contains 6093 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4019 members 
Mstep: Class 25 contains 48643 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91877 members 
Mstep: Class 28 contains 5428 members 
Mstep: Class 29 contains 19391 members 
Mstep: Class 30 contains 20683 members 
Mstep: Class 31 contains 170719 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18551 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9072 members 
Mstep: Class 37 contains 4422 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951408.000000 Penalty: 142442.046875
Iteration 211Q: 42 clusters Score -1.509514e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 104240 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25062 members 
Mstep: Class 7 contains 8636 members 
Mstep: Class 8 contains 48467 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23233 members 
Mstep: Class 11 contains 13195 members 
Mstep: Class 12 contains 10756 members 
Mstep: Class 13 contains 14722 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12050 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88620 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96649 members 
Mstep: Class 20 contains 70948 members 
Mstep: Class 21 contains 30691 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4016 members 
Mstep: Class 25 contains 48647 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91859 members 
Mstep: Class 28 contains 5428 members 
Mstep: Class 29 contains 19397 members 
Mstep: Class 30 contains 20683 members 
Mstep: Class 31 contains 170714 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18551 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9080 members 
Mstep: Class 37 contains 4426 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951344.000000 Penalty: 142442.046875
Iteration 212Q: 42 clusters Score -1.509513e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 104256 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25062 members 
Mstep: Class 7 contains 8641 members 
Mstep: Class 8 contains 48467 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23232 members 
Mstep: Class 11 contains 13195 members 
Mstep: Class 12 contains 10765 members 
Mstep: Class 13 contains 14714 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88618 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96649 members 
Mstep: Class 20 contains 70951 members 
Mstep: Class 21 contains 30668 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48645 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91852 members 
Mstep: Class 28 contains 5428 members 
Mstep: Class 29 contains 19398 members 
Mstep: Class 30 contains 20682 members 
Mstep: Class 31 contains 170708 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18552 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9084 members 
Mstep: Class 37 contains 4430 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951296.000000 Penalty: 142442.046875
Iteration 213Q: 42 clusters Score -1.509513e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 104274 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25062 members 
Mstep: Class 7 contains 8645 members 
Mstep: Class 8 contains 48468 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23231 members 
Mstep: Class 11 contains 13196 members 
Mstep: Class 12 contains 10765 members 
Mstep: Class 13 contains 14716 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12061 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88613 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96649 members 
Mstep: Class 20 contains 70951 members 
Mstep: Class 21 contains 30650 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 48647 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91833 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 19398 members 
Mstep: Class 30 contains 20683 members 
Mstep: Class 31 contains 170703 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18551 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9088 members 
Mstep: Class 37 contains 4434 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951216.000000 Penalty: 142442.046875
Iteration 214Q: 42 clusters Score -1.509512e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 104302 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25061 members 
Mstep: Class 7 contains 8646 members 
Mstep: Class 8 contains 48472 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 13196 members 
Mstep: Class 12 contains 10772 members 
Mstep: Class 13 contains 14718 members 
Mstep: Class 14 contains 181643 members 
Mstep: Class 15 contains 12069 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88605 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96649 members 
Mstep: Class 20 contains 70952 members 
Mstep: Class 21 contains 30630 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4017 members 
Mstep: Class 25 contains 48651 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91810 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 19397 members 
Mstep: Class 30 contains 20683 members 
Mstep: Class 31 contains 170699 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18549 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9090 members 
Mstep: Class 37 contains 4434 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951312.000000 Penalty: 142442.046875
Iteration 215Q: 42 clusters Score -1.509513e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 104317 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8651 members 
Mstep: Class 8 contains 48475 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23228 members 
Mstep: Class 11 contains 13196 members 
Mstep: Class 12 contains 10775 members 
Mstep: Class 13 contains 14716 members 
Mstep: Class 14 contains 181645 members 
Mstep: Class 15 contains 12070 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88603 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96649 members 
Mstep: Class 20 contains 70950 members 
Mstep: Class 21 contains 30612 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4017 members 
Mstep: Class 25 contains 48653 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91803 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 19399 members 
Mstep: Class 30 contains 20684 members 
Mstep: Class 31 contains 170695 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18546 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9092 members 
Mstep: Class 37 contains 4436 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951360.000000 Penalty: 142442.046875
Iteration 216Q: 42 clusters Score -1.509514e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 104330 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 10612 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 48475 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 13196 members 
Mstep: Class 12 contains 10776 members 
Mstep: Class 13 contains 14721 members 
Mstep: Class 14 contains 181644 members 
Mstep: Class 15 contains 12073 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88598 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96649 members 
Mstep: Class 20 contains 70948 members 
Mstep: Class 21 contains 30596 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4017 members 
Mstep: Class 25 contains 48655 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91798 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 19400 members 
Mstep: Class 30 contains 20684 members 
Mstep: Class 31 contains 170697 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18542 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9092 members 
Mstep: Class 37 contains 4439 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951280.000000 Penalty: 142442.046875
Iteration 217Q: 42 clusters Score -1.509513e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 104344 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 10613 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 48478 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23228 members 
Mstep: Class 11 contains 13197 members 
Mstep: Class 12 contains 10778 members 
Mstep: Class 13 contains 14715 members 
Mstep: Class 14 contains 181644 members 
Mstep: Class 15 contains 12079 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88596 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96649 members 
Mstep: Class 20 contains 70949 members 
Mstep: Class 21 contains 30573 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4017 members 
Mstep: Class 25 contains 48656 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91790 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 19400 members 
Mstep: Class 30 contains 20683 members 
Mstep: Class 31 contains 170699 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18544 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9095 members 
Mstep: Class 37 contains 4439 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951392.000000 Penalty: 142442.046875
Iteration 218Q: 42 clusters Score -1.509514e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 104356 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 10614 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8651 members 
Mstep: Class 8 contains 48484 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 13197 members 
Mstep: Class 12 contains 10779 members 
Mstep: Class 13 contains 14712 members 
Mstep: Class 14 contains 181643 members 
Mstep: Class 15 contains 12081 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88593 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96649 members 
Mstep: Class 20 contains 70949 members 
Mstep: Class 21 contains 30554 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4017 members 
Mstep: Class 25 contains 48661 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91782 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 19400 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170701 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18543 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9100 members 
Mstep: Class 37 contains 4441 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951328.000000 Penalty: 142442.046875
Iteration 219Q: 42 clusters Score -1.509513e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 104373 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 10614 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8656 members 
Mstep: Class 8 contains 48484 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 13197 members 
Mstep: Class 12 contains 10780 members 
Mstep: Class 13 contains 14713 members 
Mstep: Class 14 contains 181643 members 
Mstep: Class 15 contains 12087 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88594 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96649 members 
Mstep: Class 20 contains 70949 members 
Mstep: Class 21 contains 30531 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4017 members 
Mstep: Class 25 contains 48668 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91767 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 19400 members 
Mstep: Class 30 contains 20680 members 
Mstep: Class 31 contains 170697 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18542 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9103 members 
Mstep: Class 37 contains 4443 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951168.000000 Penalty: 142442.046875
Iteration 220F: 42 clusters Score -1.509512e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 104392 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 10614 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8660 members 
Mstep: Class 8 contains 48485 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 13197 members 
Mstep: Class 12 contains 10781 members 
Mstep: Class 13 contains 14713 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12094 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88588 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96649 members 
Mstep: Class 20 contains 70951 members 
Mstep: Class 21 contains 30510 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4017 members 
Mstep: Class 25 contains 48676 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91759 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 19399 members 
Mstep: Class 30 contains 20679 members 
Mstep: Class 31 contains 170694 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18540 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9104 members 
Mstep: Class 37 contains 4443 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951200.000000 Penalty: 142442.046875
Iteration 221Q: 42 clusters Score -1.509512e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 104404 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10614 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8663 members 
Mstep: Class 8 contains 48486 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 13197 members 
Mstep: Class 12 contains 10784 members 
Mstep: Class 13 contains 14710 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12101 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88585 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96649 members 
Mstep: Class 20 contains 70951 members 
Mstep: Class 21 contains 30499 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4018 members 
Mstep: Class 25 contains 48680 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91750 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 19400 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18539 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9104 members 
Mstep: Class 37 contains 4443 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951056.000000 Penalty: 142442.046875
Iteration 222Q: 42 clusters Score -1.509511e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 104415 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 10614 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8667 members 
Mstep: Class 8 contains 48486 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13197 members 
Mstep: Class 12 contains 10786 members 
Mstep: Class 13 contains 14709 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12104 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88580 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96649 members 
Mstep: Class 20 contains 70953 members 
Mstep: Class 21 contains 30490 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4017 members 
Mstep: Class 25 contains 48687 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91741 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 19400 members 
Mstep: Class 30 contains 20673 members 
Mstep: Class 31 contains 170688 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18538 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9105 members 
Mstep: Class 37 contains 4445 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951104.000000 Penalty: 142442.046875
Iteration 223Q: 42 clusters Score -1.509511e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 104424 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 10614 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 48489 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13197 members 
Mstep: Class 12 contains 10786 members 
Mstep: Class 13 contains 14715 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12111 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96649 members 
Mstep: Class 20 contains 70953 members 
Mstep: Class 21 contains 30477 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4016 members 
Mstep: Class 25 contains 48689 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91729 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 19401 members 
Mstep: Class 30 contains 20674 members 
Mstep: Class 31 contains 170685 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18538 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9104 members 
Mstep: Class 37 contains 4445 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951200.000000 Penalty: 142442.046875
Iteration 224Q: 42 clusters Score -1.509512e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 104437 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 10613 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8673 members 
Mstep: Class 8 contains 48491 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13197 members 
Mstep: Class 12 contains 10789 members 
Mstep: Class 13 contains 14717 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12114 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88575 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96649 members 
Mstep: Class 20 contains 70954 members 
Mstep: Class 21 contains 30458 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 48690 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91717 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 19406 members 
Mstep: Class 30 contains 20678 members 
Mstep: Class 31 contains 170686 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18537 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9105 members 
Mstep: Class 37 contains 4445 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951248.000000 Penalty: 142442.046875
Iteration 225Q: 42 clusters Score -1.509512e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 104452 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10614 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8674 members 
Mstep: Class 8 contains 48491 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 13197 members 
Mstep: Class 12 contains 10794 members 
Mstep: Class 13 contains 14709 members 
Mstep: Class 14 contains 181639 members 
Mstep: Class 15 contains 12119 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88574 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96648 members 
Mstep: Class 20 contains 70954 members 
Mstep: Class 21 contains 30435 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 48693 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91711 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 19410 members 
Mstep: Class 30 contains 20682 members 
Mstep: Class 31 contains 170683 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18536 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9108 members 
Mstep: Class 37 contains 4446 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951200.000000 Penalty: 142442.046875
Iteration 226Q: 42 clusters Score -1.509512e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 104463 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10614 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8674 members 
Mstep: Class 8 contains 48491 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 13197 members 
Mstep: Class 12 contains 10798 members 
Mstep: Class 13 contains 14707 members 
Mstep: Class 14 contains 181638 members 
Mstep: Class 15 contains 12127 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88573 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96647 members 
Mstep: Class 20 contains 70954 members 
Mstep: Class 21 contains 30412 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48696 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91707 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 19413 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170684 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18534 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9112 members 
Mstep: Class 37 contains 4447 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951232.000000 Penalty: 142442.046875
Iteration 227Q: 42 clusters Score -1.509512e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 104470 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10614 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8674 members 
Mstep: Class 8 contains 48492 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 13197 members 
Mstep: Class 12 contains 10805 members 
Mstep: Class 13 contains 14705 members 
Mstep: Class 14 contains 181638 members 
Mstep: Class 15 contains 12135 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88571 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96646 members 
Mstep: Class 20 contains 70955 members 
Mstep: Class 21 contains 30392 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 48702 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91703 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 19412 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170684 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18531 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9113 members 
Mstep: Class 37 contains 4447 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951168.000000 Penalty: 142442.046875
Iteration 228Q: 42 clusters Score -1.509512e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104476 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10613 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8676 members 
Mstep: Class 8 contains 48491 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 13197 members 
Mstep: Class 12 contains 10817 members 
Mstep: Class 13 contains 14698 members 
Mstep: Class 14 contains 181638 members 
Mstep: Class 15 contains 12138 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88573 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30379 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11493 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 48707 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91697 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 19409 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170684 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18530 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9115 members 
Mstep: Class 37 contains 4445 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951216.000000 Penalty: 142442.046875
Iteration 229Q: 42 clusters Score -1.509512e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104489 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8677 members 
Mstep: Class 8 contains 48490 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23227 members 
Mstep: Class 11 contains 13197 members 
Mstep: Class 12 contains 10824 members 
Mstep: Class 13 contains 14692 members 
Mstep: Class 14 contains 181638 members 
Mstep: Class 15 contains 12141 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88575 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70959 members 
Mstep: Class 21 contains 30364 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 48715 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91689 members 
Mstep: Class 28 contains 5428 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170683 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18529 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9116 members 
Mstep: Class 37 contains 4444 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951248.000000 Penalty: 142442.046875
Iteration 230Q: 42 clusters Score -1.509512e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104504 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8678 members 
Mstep: Class 8 contains 48486 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13197 members 
Mstep: Class 12 contains 10830 members 
Mstep: Class 13 contains 14687 members 
Mstep: Class 14 contains 181639 members 
Mstep: Class 15 contains 12145 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88573 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70959 members 
Mstep: Class 21 contains 30352 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 48719 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91682 members 
Mstep: Class 28 contains 5428 members 
Mstep: Class 29 contains 19405 members 
Mstep: Class 30 contains 20682 members 
Mstep: Class 31 contains 170683 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18527 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9118 members 
Mstep: Class 37 contains 4445 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951232.000000 Penalty: 142442.046875
Iteration 231Q: 42 clusters Score -1.509512e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104517 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10610 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8681 members 
Mstep: Class 8 contains 48485 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 10837 members 
Mstep: Class 13 contains 14679 members 
Mstep: Class 14 contains 181640 members 
Mstep: Class 15 contains 12149 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88574 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70958 members 
Mstep: Class 21 contains 30340 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48726 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91676 members 
Mstep: Class 28 contains 5428 members 
Mstep: Class 29 contains 19406 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170681 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18522 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9118 members 
Mstep: Class 37 contains 4445 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951280.000000 Penalty: 142442.046875
Iteration 232Q: 42 clusters Score -1.509513e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104525 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10610 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8684 members 
Mstep: Class 8 contains 48485 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13199 members 
Mstep: Class 12 contains 10839 members 
Mstep: Class 13 contains 14678 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12151 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88574 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70958 members 
Mstep: Class 21 contains 30331 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48725 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91674 members 
Mstep: Class 28 contains 5428 members 
Mstep: Class 29 contains 19406 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170681 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18519 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9118 members 
Mstep: Class 37 contains 4445 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951232.000000 Penalty: 142442.046875
Iteration 233Q: 42 clusters Score -1.509512e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104538 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10610 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8688 members 
Mstep: Class 8 contains 48485 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13199 members 
Mstep: Class 12 contains 10841 members 
Mstep: Class 13 contains 14676 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12150 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88576 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70958 members 
Mstep: Class 21 contains 30316 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48727 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91673 members 
Mstep: Class 28 contains 5427 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170679 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18517 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9117 members 
Mstep: Class 37 contains 4445 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951200.000000 Penalty: 142442.046875
Iteration 234Q: 42 clusters Score -1.509512e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104550 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10610 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8690 members 
Mstep: Class 8 contains 48487 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13199 members 
Mstep: Class 12 contains 10844 members 
Mstep: Class 13 contains 14670 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12150 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88576 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30301 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48730 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91673 members 
Mstep: Class 28 contains 5426 members 
Mstep: Class 29 contains 19408 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170679 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18517 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9117 members 
Mstep: Class 37 contains 4445 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951168.000000 Penalty: 142442.046875
Iteration 235Q: 42 clusters Score -1.509512e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104558 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10610 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8693 members 
Mstep: Class 8 contains 48484 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 10850 members 
Mstep: Class 13 contains 14666 members 
Mstep: Class 14 contains 181643 members 
Mstep: Class 15 contains 12150 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88576 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30294 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48729 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91672 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 19408 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170681 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18515 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9117 members 
Mstep: Class 37 contains 4445 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951136.000000 Penalty: 142442.046875
Iteration 236Q: 42 clusters Score -1.509511e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104562 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10610 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8693 members 
Mstep: Class 8 contains 48483 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 10851 members 
Mstep: Class 13 contains 14672 members 
Mstep: Class 14 contains 181643 members 
Mstep: Class 15 contains 12151 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88576 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30287 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48730 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91670 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 19408 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170681 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18512 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9116 members 
Mstep: Class 37 contains 4447 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951136.000000 Penalty: 142442.046875
Iteration 237Q: 42 clusters Score -1.509511e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104565 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8693 members 
Mstep: Class 8 contains 48483 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 10852 members 
Mstep: Class 13 contains 14676 members 
Mstep: Class 14 contains 181643 members 
Mstep: Class 15 contains 12152 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30277 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48730 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91667 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 19410 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170681 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18511 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9116 members 
Mstep: Class 37 contains 4447 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951184.000000 Penalty: 142442.046875
Iteration 238Q: 42 clusters Score -1.509512e+08 nChanged 21
Entering ConstructFrom: 
Score: -150951184.000000 Penalty: 142442.046875
Entering ConstructFrom: 
Trying to split cluster 1 (23615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Entering Unmasked Estep 
Score: -2876121.250000 Penalty: 2497.270020
	Iteration 0F: 2 clusters Score -2876121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2859844.250000 Penalty: 4994.540039
	Iteration 0F: 3 clusters Score -2859844 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2865660.750000 Penalty: 4994.540039
	Iteration 1F: 3 clusters Score -2865661 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2866297.250000 Penalty: 4994.540039
	Iteration 2F: 3 clusters Score -2866297 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2866956.500000 Penalty: 4994.540039
	Iteration 3F: 3 clusters Score -2866956 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2867604.500000 Penalty: 4994.540039
	Iteration 4F: 3 clusters Score -2867604 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2868315.750000 Penalty: 4994.540039
	Iteration 5F: 3 clusters Score -2868316 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2869070.000000 Penalty: 4994.540039
	Iteration 6F: 3 clusters Score -2869070 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2869897.000000 Penalty: 4994.540039
	Iteration 7F: 3 clusters Score -2869897 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2870704.500000 Penalty: 4994.540039
	Iteration 8Q: 3 clusters Score -2870704 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2871522.500000 Penalty: 4994.540039
	Iteration 9Q: 3 clusters Score -2871522 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2872165.250000 Penalty: 4994.540039
	Iteration 10Q: 3 clusters Score -2872165 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2872599.000000 Penalty: 4994.540039
	Iteration 11Q: 3 clusters Score -2872599 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2872902.000000 Penalty: 4994.540039
	Iteration 12Q: 3 clusters Score -2872902 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2873112.000000 Penalty: 4994.540039
	Iteration 13Q: 3 clusters Score -2873112 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2873296.000000 Penalty: 4994.540039
	Iteration 14Q: 3 clusters Score -2873296 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2873420.000000 Penalty: 4994.540039
	Iteration 15Q: 3 clusters Score -2873420 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2873490.000000 Penalty: 4994.540039
	Iteration 16Q: 3 clusters Score -2873490 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2873563.750000 Penalty: 4994.540039
	Iteration 17Q: 3 clusters Score -2873564 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2873630.000000 Penalty: 4994.540039
	Iteration 18Q: 3 clusters Score -2873630 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2873686.750000 Penalty: 4994.540039
	Iteration 19Q: 3 clusters Score -2873687 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2873716.500000 Penalty: 4994.540039
	Iteration 20F: 3 clusters Score -2873716 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2873761.000000 Penalty: 4994.540039
	Iteration 21Q: 3 clusters Score -2873761 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2873790.250000 Penalty: 4994.540039
	Iteration 22Q: 3 clusters Score -2873790 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2873827.000000 Penalty: 4994.540039
	Iteration 23Q: 3 clusters Score -2873827 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2873848.250000 Penalty: 4994.540039
	Iteration 24Q: 3 clusters Score -2873848 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2873872.000000 Penalty: 4994.540039
	Iteration 25Q: 3 clusters Score -2873872 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2873895.500000 Penalty: 4994.540039
	Iteration 26Q: 3 clusters Score -2873896 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2873919.000000 Penalty: 4994.540039
	Iteration 27Q: 3 clusters Score -2873919 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2873946.500000 Penalty: 4994.540039
	Iteration 28Q: 3 clusters Score -2873946 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2873962.250000 Penalty: 4994.540039
	Iteration 29Q: 3 clusters Score -2873962 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2873981.250000 Penalty: 4994.540039
	Iteration 30Q: 3 clusters Score -2873981 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2873997.750000 Penalty: 4994.540039
	Iteration 31Q: 3 clusters Score -2873998 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2874027.000000 Penalty: 4994.540039
	Iteration 32Q: 3 clusters Score -2874027 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2874043.250000 Penalty: 4994.540039
	Iteration 33Q: 3 clusters Score -2874043 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2874061.500000 Penalty: 4994.540039
	Iteration 34Q: 3 clusters Score -2874062 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2874088.250000 Penalty: 4994.540039
	Iteration 35Q: 3 clusters Score -2874088 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2874099.500000 Penalty: 4994.540039
	Iteration 36Q: 3 clusters Score -2874100 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2874126.000000 Penalty: 4994.540039
	Iteration 37Q: 3 clusters Score -2874126 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2874154.750000 Penalty: 4994.540039
	Iteration 38Q: 3 clusters Score -2874155 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2874169.750000 Penalty: 4994.540039
	Iteration 39Q: 3 clusters Score -2874170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2874170.000000 Penalty: 4994.540039
	Iteration 40F: 3 clusters Score -2874170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2874180.750000 Penalty: 4994.540039
	Iteration 41Q: 3 clusters Score -2874181 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2874202.250000 Penalty: 4994.540039
	Iteration 42Q: 3 clusters Score -2874202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2874205.250000 Penalty: 4994.540039
	Iteration 43Q: 3 clusters Score -2874205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2874216.250000 Penalty: 4994.540039
	Iteration 44Q: 3 clusters Score -2874216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2874226.250000 Penalty: 4994.540039
	Iteration 45Q: 3 clusters Score -2874226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2874226.000000 Penalty: 4994.540039
	Iteration 46Q: 3 clusters Score -2874226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2874229.000000 Penalty: 4994.540039
	Iteration 47Q: 3 clusters Score -2874229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2874242.500000 Penalty: 4994.540039
	Iteration 48Q: 3 clusters Score -2874242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2874244.500000 Penalty: 4994.540039
	Iteration 49Q: 3 clusters Score -2874244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2874253.250000 Penalty: 4994.540039
	Iteration 50Q: 3 clusters Score -2874253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2874262.000000 Penalty: 4994.540039
	Iteration 51Q: 3 clusters Score -2874262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2874261.250000 Penalty: 4994.540039
	Iteration 52Q: 3 clusters Score -2874261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2874270.750000 Penalty: 4994.540039
	Iteration 53Q: 3 clusters Score -2874271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2874275.500000 Penalty: 4994.540039
	Iteration 54Q: 3 clusters Score -2874276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2874278.750000 Penalty: 4994.540039
	Iteration 55Q: 3 clusters Score -2874279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2874282.500000 Penalty: 4994.540039
	Iteration 56Q: 3 clusters Score -2874282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2874286.750000 Penalty: 4994.540039
	Iteration 57Q: 3 clusters Score -2874287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2874287.250000 Penalty: 4994.540039
	Iteration 58Q: 3 clusters Score -2874287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2874291.000000 Penalty: 4994.540039
	Iteration 59Q: 3 clusters Score -2874291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2874291.500000 Penalty: 4994.540039
	Iteration 60F: 3 clusters Score -2874292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2874289.500000 Penalty: 4994.540039
	Iteration 61Q: 3 clusters Score -2874290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2874297.250000 Penalty: 4994.540039
	Iteration 62Q: 3 clusters Score -2874297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2874300.250000 Penalty: 4994.540039
	Iteration 63Q: 3 clusters Score -2874300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2874300.000000 Penalty: 4994.540039
	Iteration 64Q: 3 clusters Score -2874300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2874299.250000 Penalty: 4994.540039
	Iteration 65Q: 3 clusters Score -2874299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2874302.000000 Penalty: 4994.540039
	Iteration 66Q: 3 clusters Score -2874302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2874312.000000 Penalty: 4994.540039
	Iteration 67Q: 3 clusters Score -2874312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2874322.000000 Penalty: 4994.540039
	Iteration 68Q: 3 clusters Score -2874322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2874323.500000 Penalty: 4994.540039
	Iteration 69Q: 3 clusters Score -2874324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2874321.500000 Penalty: 4994.540039
	Iteration 70Q: 3 clusters Score -2874322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2874335.250000 Penalty: 4994.540039
	Iteration 71Q: 3 clusters Score -2874335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2874347.000000 Penalty: 4994.540039
	Iteration 72Q: 3 clusters Score -2874347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2874357.750000 Penalty: 4994.540039
	Iteration 73Q: 3 clusters Score -2874358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2874363.000000 Penalty: 4994.540039
	Iteration 74Q: 3 clusters Score -2874363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2874366.250000 Penalty: 4994.540039
	Iteration 75Q: 3 clusters Score -2874366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2874367.500000 Penalty: 4994.540039
	Iteration 76Q: 3 clusters Score -2874368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2874369.500000 Penalty: 4994.540039
	Iteration 77Q: 3 clusters Score -2874370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2874373.250000 Penalty: 4994.540039
	Iteration 78Q: 3 clusters Score -2874373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2874372.750000 Penalty: 4994.540039
	Iteration 79Q: 3 clusters Score -2874373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2874375.500000 Penalty: 4994.540039
	Iteration 80F: 3 clusters Score -2874376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2874375.250000 Penalty: 4994.540039
	Iteration 81Q: 3 clusters Score -2874375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2874375.500000 Penalty: 4994.540039
	Iteration 82Q: 3 clusters Score -2874376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2874373.500000 Penalty: 4994.540039
	Iteration 83Q: 3 clusters Score -2874374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2874377.750000 Penalty: 4994.540039
	Iteration 84Q: 3 clusters Score -2874378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2874382.750000 Penalty: 4994.540039
	Iteration 85Q: 3 clusters Score -2874383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2874383.750000 Penalty: 4994.540039
	Iteration 86Q: 3 clusters Score -2874384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2874397.500000 Penalty: 4994.540039
	Iteration 87Q: 3 clusters Score -2874398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2874398.750000 Penalty: 4994.540039
	Iteration 88Q: 3 clusters Score -2874399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2874399.750000 Penalty: 4994.540039
	Iteration 89Q: 3 clusters Score -2874400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2874403.250000 Penalty: 4994.540039
	Iteration 90Q: 3 clusters Score -2874403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2874403.000000 Penalty: 4994.540039
	Iteration 91Q: 3 clusters Score -2874403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2874407.750000 Penalty: 4994.540039
	Iteration 92Q: 3 clusters Score -2874408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2874406.000000 Penalty: 4994.540039
	Iteration 93Q: 3 clusters Score -2874406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2874408.250000 Penalty: 4994.540039
	Iteration 94Q: 3 clusters Score -2874408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2874404.500000 Penalty: 4994.540039
	Iteration 95Q: 3 clusters Score -2874404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2874412.750000 Penalty: 4994.540039
	Iteration 96Q: 3 clusters Score -2874413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2874408.000000 Penalty: 4994.540039
	Iteration 97Q: 3 clusters Score -2874408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2874415.000000 Penalty: 4994.540039
	Iteration 98Q: 3 clusters Score -2874415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2874416.500000 Penalty: 4994.540039
	Iteration 99Q: 3 clusters Score -2874416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2874418.750000 Penalty: 4994.540039
	Iteration 100F: 3 clusters Score -2874419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2874418.250000 Penalty: 4994.540039
	Iteration 101Q: 3 clusters Score -2874418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2874417.500000 Penalty: 4994.540039
	Iteration 102Q: 3 clusters Score -2874418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2874418.500000 Penalty: 4994.540039
	Iteration 103Q: 3 clusters Score -2874418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2874421.000000 Penalty: 4994.540039
	Iteration 104Q: 3 clusters Score -2874421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2874425.000000 Penalty: 4994.540039
	Iteration 105Q: 3 clusters Score -2874425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2874422.250000 Penalty: 4994.540039
	Iteration 106Q: 3 clusters Score -2874422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2874424.500000 Penalty: 4994.540039
	Iteration 107Q: 3 clusters Score -2874424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2874426.750000 Penalty: 4994.540039
	Iteration 108Q: 3 clusters Score -2874427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2874428.250000 Penalty: 4994.540039
	Iteration 109Q: 3 clusters Score -2874428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2874427.500000 Penalty: 4994.540039
	Iteration 110Q: 3 clusters Score -2874428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2874432.250000 Penalty: 4994.540039
	Iteration 111Q: 3 clusters Score -2874432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2874433.000000 Penalty: 4994.540039
	Iteration 112Q: 3 clusters Score -2874433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2874433.000000 Penalty: 4994.540039
	Iteration 113F: 3 clusters Score -2874433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (104570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104570 members 
Entering Unmasked Estep 
Score: -13456008.000000 Penalty: 2866.287842
	Iteration 0F: 2 clusters Score -1.345601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -13386421.000000 Penalty: 5732.575684
	Iteration 0F: 3 clusters Score -1.338642e+07 nChanged 49240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -13414556.000000 Penalty: 5732.575684
	Iteration 1F: 3 clusters Score -1.341456e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -13415693.000000 Penalty: 5732.575684
	Iteration 2Q: 3 clusters Score -1.341569e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -13417321.000000 Penalty: 5732.575684
	Iteration 3Q: 3 clusters Score -1.341732e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -13420085.000000 Penalty: 5732.575684
	Iteration 4F: 3 clusters Score -1.342008e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71337 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -13424938.000000 Penalty: 5732.575684
	Iteration 5F: 3 clusters Score -1.342494e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79226 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -13431969.000000 Penalty: 5732.575684
	Iteration 6F: 3 clusters Score -1.343197e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -13439690.000000 Penalty: 5732.575684
	Iteration 7F: 3 clusters Score -1.343969e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93286 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -13446167.000000 Penalty: 5732.575684
	Iteration 8F: 3 clusters Score -1.344617e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96727 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -13449941.000000 Penalty: 5732.575684
	Iteration 9Q: 3 clusters Score -1.344994e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98408 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -13451829.000000 Penalty: 5732.575684
	Iteration 10Q: 3 clusters Score -1.345183e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99374 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -13452762.000000 Penalty: 5732.575684
	Iteration 11Q: 3 clusters Score -1.345276e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99976 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -13453119.000000 Penalty: 5732.575684
	Iteration 12Q: 3 clusters Score -1.345312e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100421 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -13453351.000000 Penalty: 5732.575684
	Iteration 13Q: 3 clusters Score -1.345335e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100767 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -13453446.000000 Penalty: 5732.575684
	Iteration 14Q: 3 clusters Score -1.345345e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -13453548.000000 Penalty: 5732.575684
	Iteration 15Q: 3 clusters Score -1.345355e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101262 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -13453618.000000 Penalty: 5732.575684
	Iteration 16Q: 3 clusters Score -1.345362e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101477 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -13453683.000000 Penalty: 5732.575684
	Iteration 17Q: 3 clusters Score -1.345368e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101640 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -13453736.000000 Penalty: 5732.575684
	Iteration 18Q: 3 clusters Score -1.345374e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101786 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -13453787.000000 Penalty: 5732.575684
	Iteration 19Q: 3 clusters Score -1.345379e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101897 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -13453839.000000 Penalty: 5732.575684
	Iteration 20F: 3 clusters Score -1.345384e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101988 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -13453869.000000 Penalty: 5732.575684
	Iteration 21Q: 3 clusters Score -1.345387e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102076 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -13453901.000000 Penalty: 5732.575684
	Iteration 22Q: 3 clusters Score -1.34539e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102162 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -13453902.000000 Penalty: 5732.575684
	Iteration 23Q: 3 clusters Score -1.34539e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102228 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -13453916.000000 Penalty: 5732.575684
	Iteration 24Q: 3 clusters Score -1.345392e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102284 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -13453929.000000 Penalty: 5732.575684
	Iteration 25Q: 3 clusters Score -1.345393e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102317 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -13453926.000000 Penalty: 5732.575684
	Iteration 26Q: 3 clusters Score -1.345393e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102351 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -13453949.000000 Penalty: 5732.575684
	Iteration 27Q: 3 clusters Score -1.345395e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102378 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -13453974.000000 Penalty: 5732.575684
	Iteration 28Q: 3 clusters Score -1.345397e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102408 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -13453976.000000 Penalty: 5732.575684
	Iteration 29Q: 3 clusters Score -1.345398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102424 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -13453982.000000 Penalty: 5732.575684
	Iteration 30Q: 3 clusters Score -1.345398e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102440 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -13453976.000000 Penalty: 5732.575684
	Iteration 31Q: 3 clusters Score -1.345398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102459 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -13453968.000000 Penalty: 5732.575684
	Iteration 32Q: 3 clusters Score -1.345397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102475 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -13453964.000000 Penalty: 5732.575684
	Iteration 33Q: 3 clusters Score -1.345396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102485 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -13453969.000000 Penalty: 5732.575684
	Iteration 34Q: 3 clusters Score -1.345397e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102498 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -13453983.000000 Penalty: 5732.575684
	Iteration 35Q: 3 clusters Score -1.345398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102513 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -13453983.000000 Penalty: 5732.575684
	Iteration 36Q: 3 clusters Score -1.345398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102524 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -13453979.000000 Penalty: 5732.575684
	Iteration 37Q: 3 clusters Score -1.345398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102533 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -13453977.000000 Penalty: 5732.575684
	Iteration 38Q: 3 clusters Score -1.345398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102539 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -13453998.000000 Penalty: 5732.575684
	Iteration 39Q: 3 clusters Score -1.3454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102543 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -13454005.000000 Penalty: 5732.575684
	Iteration 40F: 3 clusters Score -1.3454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102550 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -13454014.000000 Penalty: 5732.575684
	Iteration 41Q: 3 clusters Score -1.345401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102562 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -13454003.000000 Penalty: 5732.575684
	Iteration 42Q: 3 clusters Score -1.3454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102575 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -13454015.000000 Penalty: 5732.575684
	Iteration 43Q: 3 clusters Score -1.345402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102582 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -13454006.000000 Penalty: 5732.575684
	Iteration 44Q: 3 clusters Score -1.345401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102590 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -13454013.000000 Penalty: 5732.575684
	Iteration 45Q: 3 clusters Score -1.345401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102603 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -13454009.000000 Penalty: 5732.575684
	Iteration 46Q: 3 clusters Score -1.345401e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102618 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -13454009.000000 Penalty: 5732.575684
	Iteration 47Q: 3 clusters Score -1.345401e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102632 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -13454019.000000 Penalty: 5732.575684
	Iteration 48Q: 3 clusters Score -1.345402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102646 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -13454033.000000 Penalty: 5732.575684
	Iteration 49Q: 3 clusters Score -1.345403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102653 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -13454042.000000 Penalty: 5732.575684
	Iteration 50Q: 3 clusters Score -1.345404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102658 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -13454043.000000 Penalty: 5732.575684
	Iteration 51Q: 3 clusters Score -1.345404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -13454039.000000 Penalty: 5732.575684
	Iteration 52Q: 3 clusters Score -1.345404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102667 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -13454036.000000 Penalty: 5732.575684
	Iteration 53Q: 3 clusters Score -1.345404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102670 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -13454039.000000 Penalty: 5732.575684
	Iteration 54Q: 3 clusters Score -1.345404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102672 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -13454040.000000 Penalty: 5732.575684
	Iteration 55Q: 3 clusters Score -1.345404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102674 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -13454040.000000 Penalty: 5732.575684
	Iteration 56Q: 3 clusters Score -1.345404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102679 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -13454048.000000 Penalty: 5732.575684
	Iteration 57Q: 3 clusters Score -1.345405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102681 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -13454045.000000 Penalty: 5732.575684
	Iteration 58Q: 3 clusters Score -1.345404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102684 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -13454044.000000 Penalty: 5732.575684
	Iteration 59Q: 3 clusters Score -1.345404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102685 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -13454050.000000 Penalty: 5732.575684
	Iteration 60F: 3 clusters Score -1.345405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102687 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -13454048.000000 Penalty: 5732.575684
	Iteration 61Q: 3 clusters Score -1.345405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102692 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -13454046.000000 Penalty: 5732.575684
	Iteration 62Q: 3 clusters Score -1.345405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102700 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -13454042.000000 Penalty: 5732.575684
	Iteration 63Q: 3 clusters Score -1.345404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102703 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -13454052.000000 Penalty: 5732.575684
	Iteration 64Q: 3 clusters Score -1.345405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102705 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -13454049.000000 Penalty: 5732.575684
	Iteration 65Q: 3 clusters Score -1.345405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102706 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -13454062.000000 Penalty: 5732.575684
	Iteration 66Q: 3 clusters Score -1.345406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102710 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -13454061.000000 Penalty: 5732.575684
	Iteration 67Q: 3 clusters Score -1.345406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102711 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -13454060.000000 Penalty: 5732.575684
	Iteration 68Q: 3 clusters Score -1.345406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102712 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -13454065.000000 Penalty: 5732.575684
	Iteration 69Q: 3 clusters Score -1.345406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102712 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -13454065.000000 Penalty: 5732.575684
	Iteration 70F: 3 clusters Score -1.345406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Entering Unmasked Estep 
Score: -245175.671875 Penalty: 1888.227051
	Iteration 0F: 2 clusters Score -245175.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -242565.343750 Penalty: 3776.454102
	Iteration 0F: 3 clusters Score -242565.3 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -243137.062500 Penalty: 3776.454102
	Iteration 1F: 3 clusters Score -243137.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -243422.234375 Penalty: 3776.454102
	Iteration 2F: 3 clusters Score -243422.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -243603.921875 Penalty: 3776.454102
	Iteration 3F: 3 clusters Score -243603.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -243732.578125 Penalty: 3776.454102
	Iteration 4Q: 3 clusters Score -243732.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -243840.812500 Penalty: 3776.454102
	Iteration 5Q: 3 clusters Score -243840.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -243923.406250 Penalty: 3776.454102
	Iteration 6Q: 3 clusters Score -243923.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -243983.906250 Penalty: 3776.454102
	Iteration 7Q: 3 clusters Score -243983.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -244026.109375 Penalty: 3776.454102
	Iteration 8Q: 3 clusters Score -244026.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -244049.312500 Penalty: 3776.454102
	Iteration 9Q: 3 clusters Score -244049.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -244072.984375 Penalty: 3776.454102
	Iteration 10Q: 3 clusters Score -244073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -244096.609375 Penalty: 3776.454102
	Iteration 11Q: 3 clusters Score -244096.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -244112.062500 Penalty: 3776.454102
	Iteration 12Q: 3 clusters Score -244112.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -244121.812500 Penalty: 3776.454102
	Iteration 13Q: 3 clusters Score -244121.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -244130.500000 Penalty: 3776.454102
	Iteration 14Q: 3 clusters Score -244130.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -244142.437500 Penalty: 3776.454102
	Iteration 15Q: 3 clusters Score -244142.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -244149.078125 Penalty: 3776.454102
	Iteration 16Q: 3 clusters Score -244149.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -244154.984375 Penalty: 3776.454102
	Iteration 17Q: 3 clusters Score -244155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -244160.078125 Penalty: 3776.454102
	Iteration 18Q: 3 clusters Score -244160.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -244168.687500 Penalty: 3776.454102
	Iteration 19Q: 3 clusters Score -244168.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -244178.296875 Penalty: 3776.454102
	Iteration 20F: 3 clusters Score -244178.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -244185.812500 Penalty: 3776.454102
	Iteration 21Q: 3 clusters Score -244185.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -244196.328125 Penalty: 3776.454102
	Iteration 22Q: 3 clusters Score -244196.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -244203.812500 Penalty: 3776.454102
	Iteration 23Q: 3 clusters Score -244203.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -244208.781250 Penalty: 3776.454102
	Iteration 24Q: 3 clusters Score -244208.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -244214.359375 Penalty: 3776.454102
	Iteration 25Q: 3 clusters Score -244214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -244218.875000 Penalty: 3776.454102
	Iteration 26Q: 3 clusters Score -244218.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -244219.968750 Penalty: 3776.454102
	Iteration 27Q: 3 clusters Score -244220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -244222.203125 Penalty: 3776.454102
	Iteration 28Q: 3 clusters Score -244222.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -244224.156250 Penalty: 3776.454102
	Iteration 29Q: 3 clusters Score -244224.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -244224.890625 Penalty: 3776.454102
	Iteration 30Q: 3 clusters Score -244224.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -244225.578125 Penalty: 3776.454102
	Iteration 31Q: 3 clusters Score -244225.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -244226.156250 Penalty: 3776.454102
	Iteration 32Q: 3 clusters Score -244226.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -244227.093750 Penalty: 3776.454102
	Iteration 33Q: 3 clusters Score -244227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -244229.062500 Penalty: 3776.454102
	Iteration 34Q: 3 clusters Score -244229.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -244231.140625 Penalty: 3776.454102
	Iteration 35Q: 3 clusters Score -244231.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -244231.375000 Penalty: 3776.454102
	Iteration 36Q: 3 clusters Score -244231.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -244231.375000 Penalty: 3776.454102
	Iteration 37F: 3 clusters Score -244231.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Entering Unmasked Estep 
Score: -581634.437500 Penalty: 2086.134521
	Iteration 0F: 2 clusters Score -581634.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -577402.500000 Penalty: 4172.269043
	Iteration 0F: 3 clusters Score -577402.5 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -578342.375000 Penalty: 4172.269043
	Iteration 1F: 3 clusters Score -578342.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -578538.437500 Penalty: 4172.269043
	Iteration 2F: 3 clusters Score -578538.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -578671.937500 Penalty: 4172.269043
	Iteration 3Q: 3 clusters Score -578671.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -578768.312500 Penalty: 4172.269043
	Iteration 4Q: 3 clusters Score -578768.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -578854.625000 Penalty: 4172.269043
	Iteration 5Q: 3 clusters Score -578854.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -578930.687500 Penalty: 4172.269043
	Iteration 6Q: 3 clusters Score -578930.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -578996.625000 Penalty: 4172.269043
	Iteration 7Q: 3 clusters Score -578996.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -579040.375000 Penalty: 4172.269043
	Iteration 8Q: 3 clusters Score -579040.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -579073.187500 Penalty: 4172.269043
	Iteration 9Q: 3 clusters Score -579073.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -579103.687500 Penalty: 4172.269043
	Iteration 10Q: 3 clusters Score -579103.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -579132.062500 Penalty: 4172.269043
	Iteration 11Q: 3 clusters Score -579132.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -579165.437500 Penalty: 4172.269043
	Iteration 12Q: 3 clusters Score -579165.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -579189.937500 Penalty: 4172.269043
	Iteration 13Q: 3 clusters Score -579189.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -579217.375000 Penalty: 4172.269043
	Iteration 14Q: 3 clusters Score -579217.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -579246.875000 Penalty: 4172.269043
	Iteration 15Q: 3 clusters Score -579246.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -579271.375000 Penalty: 4172.269043
	Iteration 16Q: 3 clusters Score -579271.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -579301.375000 Penalty: 4172.269043
	Iteration 17Q: 3 clusters Score -579301.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -579329.812500 Penalty: 4172.269043
	Iteration 18Q: 3 clusters Score -579329.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -579368.375000 Penalty: 4172.269043
	Iteration 19Q: 3 clusters Score -579368.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -579410.812500 Penalty: 4172.269043
	Iteration 20F: 3 clusters Score -579410.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -579440.562500 Penalty: 4172.269043
	Iteration 21Q: 3 clusters Score -579440.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -579465.562500 Penalty: 4172.269043
	Iteration 22Q: 3 clusters Score -579465.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -579490.125000 Penalty: 4172.269043
	Iteration 23Q: 3 clusters Score -579490.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -579507.187500 Penalty: 4172.269043
	Iteration 24Q: 3 clusters Score -579507.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -579530.562500 Penalty: 4172.269043
	Iteration 25Q: 3 clusters Score -579530.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -579549.375000 Penalty: 4172.269043
	Iteration 26Q: 3 clusters Score -579549.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -579573.062500 Penalty: 4172.269043
	Iteration 27Q: 3 clusters Score -579573.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -579594.062500 Penalty: 4172.269043
	Iteration 28Q: 3 clusters Score -579594.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -579613.812500 Penalty: 4172.269043
	Iteration 29Q: 3 clusters Score -579613.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -579627.750000 Penalty: 4172.269043
	Iteration 30Q: 3 clusters Score -579627.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -579645.250000 Penalty: 4172.269043
	Iteration 31Q: 3 clusters Score -579645.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -579663.437500 Penalty: 4172.269043
	Iteration 32Q: 3 clusters Score -579663.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -579676.687500 Penalty: 4172.269043
	Iteration 33Q: 3 clusters Score -579676.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -579685.187500 Penalty: 4172.269043
	Iteration 34Q: 3 clusters Score -579685.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -579694.812500 Penalty: 4172.269043
	Iteration 35Q: 3 clusters Score -579694.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -579705.312500 Penalty: 4172.269043
	Iteration 36Q: 3 clusters Score -579705.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -579713.062500 Penalty: 4172.269043
	Iteration 37Q: 3 clusters Score -579713.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -579719.562500 Penalty: 4172.269043
	Iteration 38Q: 3 clusters Score -579719.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -579726.187500 Penalty: 4172.269043
	Iteration 39Q: 3 clusters Score -579726.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -579732.687500 Penalty: 4172.269043
	Iteration 40F: 3 clusters Score -579732.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -579737.250000 Penalty: 4172.269043
	Iteration 41Q: 3 clusters Score -579737.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -579740.000000 Penalty: 4172.269043
	Iteration 42Q: 3 clusters Score -579740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -579748.062500 Penalty: 4172.269043
	Iteration 43Q: 3 clusters Score -579748.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -579749.625000 Penalty: 4172.269043
	Iteration 44Q: 3 clusters Score -579749.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -579752.250000 Penalty: 4172.269043
	Iteration 45Q: 3 clusters Score -579752.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -579756.562500 Penalty: 4172.269043
	Iteration 46Q: 3 clusters Score -579756.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -579758.562500 Penalty: 4172.269043
	Iteration 47Q: 3 clusters Score -579758.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -579761.687500 Penalty: 4172.269043
	Iteration 48Q: 3 clusters Score -579761.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -579762.375000 Penalty: 4172.269043
	Iteration 49Q: 3 clusters Score -579762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -579764.562500 Penalty: 4172.269043
	Iteration 50Q: 3 clusters Score -579764.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -579766.187500 Penalty: 4172.269043
	Iteration 51Q: 3 clusters Score -579766.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -579767.937500 Penalty: 4172.269043
	Iteration 52Q: 3 clusters Score -579767.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -579771.312500 Penalty: 4172.269043
	Iteration 53Q: 3 clusters Score -579771.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -579771.437500 Penalty: 4172.269043
	Iteration 54Q: 3 clusters Score -579771.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -579774.312500 Penalty: 4172.269043
	Iteration 55Q: 3 clusters Score -579774.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -579775.937500 Penalty: 4172.269043
	Iteration 56Q: 3 clusters Score -579775.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -579778.062500 Penalty: 4172.269043
	Iteration 57Q: 3 clusters Score -579778.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -579779.562500 Penalty: 4172.269043
	Iteration 58Q: 3 clusters Score -579779.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -579780.875000 Penalty: 4172.269043
	Iteration 59Q: 3 clusters Score -579780.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -579781.812500 Penalty: 4172.269043
	Iteration 60F: 3 clusters Score -579781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -579782.562500 Penalty: 4172.269043
	Iteration 61Q: 3 clusters Score -579782.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -579784.875000 Penalty: 4172.269043
	Iteration 62Q: 3 clusters Score -579784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -579786.312500 Penalty: 4172.269043
	Iteration 63Q: 3 clusters Score -579786.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -579787.125000 Penalty: 4172.269043
	Iteration 64Q: 3 clusters Score -579787.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -579789.687500 Penalty: 4172.269043
	Iteration 65Q: 3 clusters Score -579789.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -579788.875000 Penalty: 4172.269043
	Iteration 66Q: 3 clusters Score -579788.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -579789.937500 Penalty: 4172.269043
	Iteration 67Q: 3 clusters Score -579789.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -579789.937500 Penalty: 4172.269043
	Iteration 68F: 3 clusters Score -579789.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Entering Unmasked Estep 
Score: -1290997.125000 Penalty: 2298.872314
	Iteration 0F: 2 clusters Score -1290997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1283008.125000 Penalty: 4597.744629
	Iteration 0F: 3 clusters Score -1283008 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1285374.250000 Penalty: 4597.744629
	Iteration 1F: 3 clusters Score -1285374 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1285709.250000 Penalty: 4597.744629
	Iteration 2F: 3 clusters Score -1285709 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1286028.375000 Penalty: 4597.744629
	Iteration 3F: 3 clusters Score -1286028 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1286405.375000 Penalty: 4597.744629
	Iteration 4F: 3 clusters Score -1286405 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1286807.875000 Penalty: 4597.744629
	Iteration 5F: 3 clusters Score -1286808 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1287282.375000 Penalty: 4597.744629
	Iteration 6F: 3 clusters Score -1287282 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1287766.125000 Penalty: 4597.744629
	Iteration 7F: 3 clusters Score -1287766 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1288236.875000 Penalty: 4597.744629
	Iteration 8F: 3 clusters Score -1288237 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1288673.000000 Penalty: 4597.744629
	Iteration 9Q: 3 clusters Score -1288673 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1288985.000000 Penalty: 4597.744629
	Iteration 10Q: 3 clusters Score -1288985 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1289179.000000 Penalty: 4597.744629
	Iteration 11Q: 3 clusters Score -1289179 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1289329.000000 Penalty: 4597.744629
	Iteration 12Q: 3 clusters Score -1289329 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1289452.875000 Penalty: 4597.744629
	Iteration 13Q: 3 clusters Score -1289453 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1289537.375000 Penalty: 4597.744629
	Iteration 14Q: 3 clusters Score -1289537 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1289602.375000 Penalty: 4597.744629
	Iteration 15Q: 3 clusters Score -1289602 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1289650.500000 Penalty: 4597.744629
	Iteration 16Q: 3 clusters Score -1289650 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1289685.250000 Penalty: 4597.744629
	Iteration 17Q: 3 clusters Score -1289685 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1289702.125000 Penalty: 4597.744629
	Iteration 18Q: 3 clusters Score -1289702 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1289719.500000 Penalty: 4597.744629
	Iteration 19Q: 3 clusters Score -1289720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1289733.375000 Penalty: 4597.744629
	Iteration 20F: 3 clusters Score -1289733 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1289744.875000 Penalty: 4597.744629
	Iteration 21Q: 3 clusters Score -1289745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1289747.625000 Penalty: 4597.744629
	Iteration 22Q: 3 clusters Score -1289748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1289755.125000 Penalty: 4597.744629
	Iteration 23Q: 3 clusters Score -1289755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1289761.375000 Penalty: 4597.744629
	Iteration 24Q: 3 clusters Score -1289761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1289765.375000 Penalty: 4597.744629
	Iteration 25Q: 3 clusters Score -1289765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1289774.125000 Penalty: 4597.744629
	Iteration 26Q: 3 clusters Score -1289774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1289781.625000 Penalty: 4597.744629
	Iteration 27Q: 3 clusters Score -1289782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1289786.125000 Penalty: 4597.744629
	Iteration 28Q: 3 clusters Score -1289786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1289793.375000 Penalty: 4597.744629
	Iteration 29Q: 3 clusters Score -1289793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1289800.250000 Penalty: 4597.744629
	Iteration 30Q: 3 clusters Score -1289800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1289808.750000 Penalty: 4597.744629
	Iteration 31Q: 3 clusters Score -1289809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1289811.500000 Penalty: 4597.744629
	Iteration 32Q: 3 clusters Score -1289812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1289817.875000 Penalty: 4597.744629
	Iteration 33Q: 3 clusters Score -1289818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1289822.125000 Penalty: 4597.744629
	Iteration 34Q: 3 clusters Score -1289822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1289821.625000 Penalty: 4597.744629
	Iteration 35Q: 3 clusters Score -1289822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1289824.125000 Penalty: 4597.744629
	Iteration 36Q: 3 clusters Score -1289824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1289826.750000 Penalty: 4597.744629
	Iteration 37Q: 3 clusters Score -1289827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1289828.250000 Penalty: 4597.744629
	Iteration 38Q: 3 clusters Score -1289828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1289834.375000 Penalty: 4597.744629
	Iteration 39Q: 3 clusters Score -1289834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1289835.250000 Penalty: 4597.744629
	Iteration 40F: 3 clusters Score -1289835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1289838.500000 Penalty: 4597.744629
	Iteration 41Q: 3 clusters Score -1289838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1289843.875000 Penalty: 4597.744629
	Iteration 42Q: 3 clusters Score -1289844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1289841.125000 Penalty: 4597.744629
	Iteration 43Q: 3 clusters Score -1289841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1289843.750000 Penalty: 4597.744629
	Iteration 44Q: 3 clusters Score -1289844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1289842.625000 Penalty: 4597.744629
	Iteration 45Q: 3 clusters Score -1289843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1289846.125000 Penalty: 4597.744629
	Iteration 46Q: 3 clusters Score -1289846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1289847.625000 Penalty: 4597.744629
	Iteration 47Q: 3 clusters Score -1289848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1289853.000000 Penalty: 4597.744629
	Iteration 48Q: 3 clusters Score -1289853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1289851.250000 Penalty: 4597.744629
	Iteration 49Q: 3 clusters Score -1289851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1289854.500000 Penalty: 4597.744629
	Iteration 50Q: 3 clusters Score -1289854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1289854.625000 Penalty: 4597.744629
	Iteration 51Q: 3 clusters Score -1289855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1289858.750000 Penalty: 4597.744629
	Iteration 52Q: 3 clusters Score -1289859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1289864.000000 Penalty: 4597.744629
	Iteration 53Q: 3 clusters Score -1289864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1289870.375000 Penalty: 4597.744629
	Iteration 54Q: 3 clusters Score -1289870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1289874.625000 Penalty: 4597.744629
	Iteration 55Q: 3 clusters Score -1289875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1289882.250000 Penalty: 4597.744629
	Iteration 56Q: 3 clusters Score -1289882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1289887.875000 Penalty: 4597.744629
	Iteration 57Q: 3 clusters Score -1289888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1289892.625000 Penalty: 4597.744629
	Iteration 58Q: 3 clusters Score -1289893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1289902.750000 Penalty: 4597.744629
	Iteration 59Q: 3 clusters Score -1289903 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1289908.750000 Penalty: 4597.744629
	Iteration 60F: 3 clusters Score -1289909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1289920.625000 Penalty: 4597.744629
	Iteration 61Q: 3 clusters Score -1289921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1289935.750000 Penalty: 4597.744629
	Iteration 62Q: 3 clusters Score -1289936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1289952.875000 Penalty: 4597.744629
	Iteration 63Q: 3 clusters Score -1289953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1289969.375000 Penalty: 4597.744629
	Iteration 64Q: 3 clusters Score -1289969 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1289992.500000 Penalty: 4597.744629
	Iteration 65Q: 3 clusters Score -1289992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1290017.625000 Penalty: 4597.744629
	Iteration 66Q: 3 clusters Score -1290018 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1290050.375000 Penalty: 4597.744629
	Iteration 67Q: 3 clusters Score -1290050 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1290091.625000 Penalty: 4597.744629
	Iteration 68Q: 3 clusters Score -1290092 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1290145.500000 Penalty: 4597.744629
	Iteration 69Q: 3 clusters Score -1290146 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1290213.375000 Penalty: 4597.744629
	Iteration 70Q: 3 clusters Score -1290213 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1290306.500000 Penalty: 4597.744629
	Iteration 71Q: 3 clusters Score -1290306 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1290422.625000 Penalty: 4597.744629
	Iteration 72Q: 3 clusters Score -1290423 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1290547.250000 Penalty: 4597.744629
	Iteration 73Q: 3 clusters Score -1290547 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1290669.375000 Penalty: 4597.744629
	Iteration 74Q: 3 clusters Score -1290669 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1290794.000000 Penalty: 4597.744629
	Iteration 75Q: 3 clusters Score -1290794 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1290920.375000 Penalty: 4597.744629
	Iteration 76Q: 3 clusters Score -1290920 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1291021.250000 Penalty: 4597.744629
	Iteration 77Q: 3 clusters Score -1291021 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1291083.250000 Penalty: 4597.744629
	Iteration 78Q: 3 clusters Score -1291083 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1291114.875000 Penalty: 4597.744629
	Iteration 79Q: 3 clusters Score -1291115 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1291134.750000 Penalty: 4597.744629
	Iteration 80F: 3 clusters Score -1291135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1291149.250000 Penalty: 4597.744629
	Iteration 81Q: 3 clusters Score -1291149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1291156.500000 Penalty: 4597.744629
	Iteration 82Q: 3 clusters Score -1291156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1291161.375000 Penalty: 4597.744629
	Iteration 83Q: 3 clusters Score -1291161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1291170.000000 Penalty: 4597.744629
	Iteration 84Q: 3 clusters Score -1291170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1291167.875000 Penalty: 4597.744629
	Iteration 85Q: 3 clusters Score -1291168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1291170.500000 Penalty: 4597.744629
	Iteration 86Q: 3 clusters Score -1291170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1291171.250000 Penalty: 4597.744629
	Iteration 87Q: 3 clusters Score -1291171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1291169.375000 Penalty: 4597.744629
	Iteration 88Q: 3 clusters Score -1291169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1291173.500000 Penalty: 4597.744629
	Iteration 89Q: 3 clusters Score -1291174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1291174.625000 Penalty: 4597.744629
	Iteration 90Q: 3 clusters Score -1291175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1291175.375000 Penalty: 4597.744629
	Iteration 91Q: 3 clusters Score -1291175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1291173.750000 Penalty: 4597.744629
	Iteration 92Q: 3 clusters Score -1291174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1291174.750000 Penalty: 4597.744629
	Iteration 93Q: 3 clusters Score -1291175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1291174.750000 Penalty: 4597.744629
	Iteration 94F: 3 clusters Score -1291175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104570 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 5158 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8694 members 
Mstep: Class 8 contains 48483 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 10853 members 
Mstep: Class 13 contains 14675 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12152 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30269 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48730 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91669 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 19411 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170683 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18511 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9116 members 
Mstep: Class 37 contains 4447 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Mstep: Class 42 contains 5453 members 
Entering Unmasked Estep 
Score: -150950080.000000 Penalty: 145916.250000
Splitting cluster 5 changes total score from -150951184.000000 to -150950080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (25059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Entering Unmasked Estep 
Score: -3160110.500000 Penalty: 2511.989014
	Iteration 0F: 2 clusters Score -3160110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -3142826.250000 Penalty: 5023.978027
	Iteration 0F: 3 clusters Score -3142826 nChanged 11139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -3148832.250000 Penalty: 5023.978027
	Iteration 1F: 3 clusters Score -3148832 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3149239.500000 Penalty: 5023.978027
	Iteration 2Q: 3 clusters Score -3149240 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3149572.750000 Penalty: 5023.978027
	Iteration 3Q: 3 clusters Score -3149573 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -3149922.000000 Penalty: 5023.978027
	Iteration 4Q: 3 clusters Score -3149922 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3150366.000000 Penalty: 5023.978027
	Iteration 5Q: 3 clusters Score -3150366 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -3150925.000000 Penalty: 5023.978027
	Iteration 6Q: 3 clusters Score -3150925 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3151537.250000 Penalty: 5023.978027
	Iteration 7Q: 3 clusters Score -3151537 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3152183.500000 Penalty: 5023.978027
	Iteration 8Q: 3 clusters Score -3152184 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3152832.000000 Penalty: 5023.978027
	Iteration 9Q: 3 clusters Score -3152832 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3153428.000000 Penalty: 5023.978027
	Iteration 10Q: 3 clusters Score -3153428 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3153960.750000 Penalty: 5023.978027
	Iteration 11Q: 3 clusters Score -3153961 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3154408.250000 Penalty: 5023.978027
	Iteration 12Q: 3 clusters Score -3154408 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3154757.250000 Penalty: 5023.978027
	Iteration 13Q: 3 clusters Score -3154757 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3155065.250000 Penalty: 5023.978027
	Iteration 14Q: 3 clusters Score -3155065 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3155318.250000 Penalty: 5023.978027
	Iteration 15Q: 3 clusters Score -3155318 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3155463.500000 Penalty: 5023.978027
	Iteration 16Q: 3 clusters Score -3155464 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3155578.750000 Penalty: 5023.978027
	Iteration 17Q: 3 clusters Score -3155579 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3155663.250000 Penalty: 5023.978027
	Iteration 18Q: 3 clusters Score -3155663 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -3155764.250000 Penalty: 5023.978027
	Iteration 19Q: 3 clusters Score -3155764 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3155833.750000 Penalty: 5023.978027
	Iteration 20F: 3 clusters Score -3155834 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -3155911.000000 Penalty: 5023.978027
	Iteration 21Q: 3 clusters Score -3155911 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3155983.750000 Penalty: 5023.978027
	Iteration 22Q: 3 clusters Score -3155984 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -3156048.500000 Penalty: 5023.978027
	Iteration 23Q: 3 clusters Score -3156048 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3156138.500000 Penalty: 5023.978027
	Iteration 24Q: 3 clusters Score -3156138 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3156202.000000 Penalty: 5023.978027
	Iteration 25Q: 3 clusters Score -3156202 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3156257.000000 Penalty: 5023.978027
	Iteration 26Q: 3 clusters Score -3156257 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -3156343.500000 Penalty: 5023.978027
	Iteration 27Q: 3 clusters Score -3156344 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -3156419.750000 Penalty: 5023.978027
	Iteration 28Q: 3 clusters Score -3156420 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3156506.500000 Penalty: 5023.978027
	Iteration 29Q: 3 clusters Score -3156506 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3156580.250000 Penalty: 5023.978027
	Iteration 30Q: 3 clusters Score -3156580 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3156693.500000 Penalty: 5023.978027
	Iteration 31Q: 3 clusters Score -3156694 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -3156790.000000 Penalty: 5023.978027
	Iteration 32Q: 3 clusters Score -3156790 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -3156885.500000 Penalty: 5023.978027
	Iteration 33Q: 3 clusters Score -3156886 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3156998.500000 Penalty: 5023.978027
	Iteration 34Q: 3 clusters Score -3156998 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -3157088.500000 Penalty: 5023.978027
	Iteration 35Q: 3 clusters Score -3157088 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3157211.500000 Penalty: 5023.978027
	Iteration 36Q: 3 clusters Score -3157212 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -3157335.500000 Penalty: 5023.978027
	Iteration 37Q: 3 clusters Score -3157336 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -3157476.750000 Penalty: 5023.978027
	Iteration 38Q: 3 clusters Score -3157477 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -3157610.000000 Penalty: 5023.978027
	Iteration 39Q: 3 clusters Score -3157610 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3157740.000000 Penalty: 5023.978027
	Iteration 40F: 3 clusters Score -3157740 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -3157852.500000 Penalty: 5023.978027
	Iteration 41Q: 3 clusters Score -3157852 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -3157931.250000 Penalty: 5023.978027
	Iteration 42Q: 3 clusters Score -3157931 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -3158041.500000 Penalty: 5023.978027
	Iteration 43Q: 3 clusters Score -3158042 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -3158118.250000 Penalty: 5023.978027
	Iteration 44Q: 3 clusters Score -3158118 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -3158170.250000 Penalty: 5023.978027
	Iteration 45Q: 3 clusters Score -3158170 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3158199.250000 Penalty: 5023.978027
	Iteration 46Q: 3 clusters Score -3158199 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -3158231.750000 Penalty: 5023.978027
	Iteration 47Q: 3 clusters Score -3158232 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -3158279.500000 Penalty: 5023.978027
	Iteration 48Q: 3 clusters Score -3158280 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3158298.250000 Penalty: 5023.978027
	Iteration 49Q: 3 clusters Score -3158298 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -3158322.500000 Penalty: 5023.978027
	Iteration 50Q: 3 clusters Score -3158322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3158335.750000 Penalty: 5023.978027
	Iteration 51Q: 3 clusters Score -3158336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -3158351.500000 Penalty: 5023.978027
	Iteration 52Q: 3 clusters Score -3158352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -3158366.750000 Penalty: 5023.978027
	Iteration 53Q: 3 clusters Score -3158367 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -3158362.500000 Penalty: 5023.978027
	Iteration 54Q: 3 clusters Score -3158362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3158376.000000 Penalty: 5023.978027
	Iteration 55Q: 3 clusters Score -3158376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -3158381.000000 Penalty: 5023.978027
	Iteration 56Q: 3 clusters Score -3158381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3158382.000000 Penalty: 5023.978027
	Iteration 57Q: 3 clusters Score -3158382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3158383.750000 Penalty: 5023.978027
	Iteration 58Q: 3 clusters Score -3158384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3158387.250000 Penalty: 5023.978027
	Iteration 59Q: 3 clusters Score -3158387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3158387.500000 Penalty: 5023.978027
	Iteration 60F: 3 clusters Score -3158388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -3158387.250000 Penalty: 5023.978027
	Iteration 61Q: 3 clusters Score -3158387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -3158388.750000 Penalty: 5023.978027
	Iteration 62Q: 3 clusters Score -3158389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -3158399.750000 Penalty: 5023.978027
	Iteration 63Q: 3 clusters Score -3158400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3158404.250000 Penalty: 5023.978027
	Iteration 64Q: 3 clusters Score -3158404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3158402.000000 Penalty: 5023.978027
	Iteration 65Q: 3 clusters Score -3158402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -3158411.250000 Penalty: 5023.978027
	Iteration 66Q: 3 clusters Score -3158411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -3158410.250000 Penalty: 5023.978027
	Iteration 67Q: 3 clusters Score -3158410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -3158415.750000 Penalty: 5023.978027
	Iteration 68Q: 3 clusters Score -3158416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3158417.000000 Penalty: 5023.978027
	Iteration 69Q: 3 clusters Score -3158417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -3158419.750000 Penalty: 5023.978027
	Iteration 70Q: 3 clusters Score -3158420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -3158422.750000 Penalty: 5023.978027
	Iteration 71Q: 3 clusters Score -3158423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -3158430.750000 Penalty: 5023.978027
	Iteration 72Q: 3 clusters Score -3158431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3158430.750000 Penalty: 5023.978027
	Iteration 73Q: 3 clusters Score -3158431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -3158435.500000 Penalty: 5023.978027
	Iteration 74Q: 3 clusters Score -3158436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -3158436.250000 Penalty: 5023.978027
	Iteration 75Q: 3 clusters Score -3158436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -3158439.000000 Penalty: 5023.978027
	Iteration 76Q: 3 clusters Score -3158439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3158438.250000 Penalty: 5023.978027
	Iteration 77Q: 3 clusters Score -3158438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -3158447.250000 Penalty: 5023.978027
	Iteration 78Q: 3 clusters Score -3158447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -3158448.500000 Penalty: 5023.978027
	Iteration 79Q: 3 clusters Score -3158448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -3158449.500000 Penalty: 5023.978027
	Iteration 80F: 3 clusters Score -3158450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3158450.000000 Penalty: 5023.978027
	Iteration 81Q: 3 clusters Score -3158450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -3158457.750000 Penalty: 5023.978027
	Iteration 82Q: 3 clusters Score -3158458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -3158448.250000 Penalty: 5023.978027
	Iteration 83Q: 3 clusters Score -3158448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3158454.500000 Penalty: 5023.978027
	Iteration 84Q: 3 clusters Score -3158454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3158459.750000 Penalty: 5023.978027
	Iteration 85Q: 3 clusters Score -3158460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3158455.000000 Penalty: 5023.978027
	Iteration 86Q: 3 clusters Score -3158455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3158457.500000 Penalty: 5023.978027
	Iteration 87Q: 3 clusters Score -3158458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -3158458.750000 Penalty: 5023.978027
	Iteration 88Q: 3 clusters Score -3158459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -3158463.500000 Penalty: 5023.978027
	Iteration 89Q: 3 clusters Score -3158464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -3158467.250000 Penalty: 5023.978027
	Iteration 90Q: 3 clusters Score -3158467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -3158468.750000 Penalty: 5023.978027
	Iteration 91Q: 3 clusters Score -3158469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3158468.500000 Penalty: 5023.978027
	Iteration 92Q: 3 clusters Score -3158468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3158469.000000 Penalty: 5023.978027
	Iteration 93Q: 3 clusters Score -3158469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3158466.500000 Penalty: 5023.978027
	Iteration 94Q: 3 clusters Score -3158466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3158466.750000 Penalty: 5023.978027
	Iteration 95Q: 3 clusters Score -3158467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3158467.500000 Penalty: 5023.978027
	Iteration 96Q: 3 clusters Score -3158468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3158467.500000 Penalty: 5023.978027
	Iteration 97F: 3 clusters Score -3158468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Entering Unmasked Estep 
Score: -977745.312500 Penalty: 2249.456543
	Iteration 0F: 2 clusters Score -977745.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -970895.875000 Penalty: 4498.913086
	Iteration 0F: 3 clusters Score -970895.9 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -973103.750000 Penalty: 4498.913086
	Iteration 1F: 3 clusters Score -973103.8 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -973624.437500 Penalty: 4498.913086
	Iteration 2F: 3 clusters Score -973624.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -974157.312500 Penalty: 4498.913086
	Iteration 3F: 3 clusters Score -974157.3 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -974661.562500 Penalty: 4498.913086
	Iteration 4F: 3 clusters Score -974661.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -975090.187500 Penalty: 4498.913086
	Iteration 5F: 3 clusters Score -975090.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -975422.375000 Penalty: 4498.913086
	Iteration 6F: 3 clusters Score -975422.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -975656.250000 Penalty: 4498.913086
	Iteration 7Q: 3 clusters Score -975656.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -975832.687500 Penalty: 4498.913086
	Iteration 8Q: 3 clusters Score -975832.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -975989.000000 Penalty: 4498.913086
	Iteration 9Q: 3 clusters Score -975989 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -976124.750000 Penalty: 4498.913086
	Iteration 10Q: 3 clusters Score -976124.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -976249.062500 Penalty: 4498.913086
	Iteration 11Q: 3 clusters Score -976249.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -976362.937500 Penalty: 4498.913086
	Iteration 12Q: 3 clusters Score -976362.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -976463.687500 Penalty: 4498.913086
	Iteration 13Q: 3 clusters Score -976463.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -976552.500000 Penalty: 4498.913086
	Iteration 14Q: 3 clusters Score -976552.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -976611.937500 Penalty: 4498.913086
	Iteration 15Q: 3 clusters Score -976611.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -976657.625000 Penalty: 4498.913086
	Iteration 16Q: 3 clusters Score -976657.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -976691.250000 Penalty: 4498.913086
	Iteration 17Q: 3 clusters Score -976691.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -976711.125000 Penalty: 4498.913086
	Iteration 18Q: 3 clusters Score -976711.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -976725.562500 Penalty: 4498.913086
	Iteration 19Q: 3 clusters Score -976725.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -976742.937500 Penalty: 4498.913086
	Iteration 20F: 3 clusters Score -976742.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -976753.312500 Penalty: 4498.913086
	Iteration 21Q: 3 clusters Score -976753.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -976762.062500 Penalty: 4498.913086
	Iteration 22Q: 3 clusters Score -976762.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -976769.625000 Penalty: 4498.913086
	Iteration 23Q: 3 clusters Score -976769.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -976775.687500 Penalty: 4498.913086
	Iteration 24Q: 3 clusters Score -976775.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -976779.750000 Penalty: 4498.913086
	Iteration 25Q: 3 clusters Score -976779.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -976787.875000 Penalty: 4498.913086
	Iteration 26Q: 3 clusters Score -976787.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -976799.687500 Penalty: 4498.913086
	Iteration 27Q: 3 clusters Score -976799.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -976806.312500 Penalty: 4498.913086
	Iteration 28Q: 3 clusters Score -976806.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -976815.125000 Penalty: 4498.913086
	Iteration 29Q: 3 clusters Score -976815.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -976825.750000 Penalty: 4498.913086
	Iteration 30Q: 3 clusters Score -976825.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -976836.250000 Penalty: 4498.913086
	Iteration 31Q: 3 clusters Score -976836.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -976844.250000 Penalty: 4498.913086
	Iteration 32Q: 3 clusters Score -976844.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -976850.250000 Penalty: 4498.913086
	Iteration 33Q: 3 clusters Score -976850.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -976854.562500 Penalty: 4498.913086
	Iteration 34Q: 3 clusters Score -976854.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -976856.500000 Penalty: 4498.913086
	Iteration 35Q: 3 clusters Score -976856.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -976859.437500 Penalty: 4498.913086
	Iteration 36Q: 3 clusters Score -976859.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -976859.812500 Penalty: 4498.913086
	Iteration 37Q: 3 clusters Score -976859.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -976863.312500 Penalty: 4498.913086
	Iteration 38Q: 3 clusters Score -976863.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -976863.437500 Penalty: 4498.913086
	Iteration 39Q: 3 clusters Score -976863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -976867.312500 Penalty: 4498.913086
	Iteration 40F: 3 clusters Score -976867.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -976868.250000 Penalty: 4498.913086
	Iteration 41Q: 3 clusters Score -976868.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -976871.625000 Penalty: 4498.913086
	Iteration 42Q: 3 clusters Score -976871.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -976873.875000 Penalty: 4498.913086
	Iteration 43Q: 3 clusters Score -976873.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -976874.062500 Penalty: 4498.913086
	Iteration 44Q: 3 clusters Score -976874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -976872.687500 Penalty: 4498.913086
	Iteration 45Q: 3 clusters Score -976872.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -976872.812500 Penalty: 4498.913086
	Iteration 46Q: 3 clusters Score -976872.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -976875.562500 Penalty: 4498.913086
	Iteration 47Q: 3 clusters Score -976875.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -976876.000000 Penalty: 4498.913086
	Iteration 48Q: 3 clusters Score -976876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -976875.437500 Penalty: 4498.913086
	Iteration 49Q: 3 clusters Score -976875.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -976876.000000 Penalty: 4498.913086
	Iteration 50Q: 3 clusters Score -976876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -976873.937500 Penalty: 4498.913086
	Iteration 51Q: 3 clusters Score -976873.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -976874.187500 Penalty: 4498.913086
	Iteration 52Q: 3 clusters Score -976874.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -976876.437500 Penalty: 4498.913086
	Iteration 53Q: 3 clusters Score -976876.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -976876.437500 Penalty: 4498.913086
	Iteration 54F: 3 clusters Score -976876.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48483 members 
Entering Unmasked Estep 
Score: -6249081.500000 Penalty: 2675.664062
	Iteration 0F: 2 clusters Score -6249082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -6216434.500000 Penalty: 5351.328125
	Iteration 0F: 3 clusters Score -6216434 nChanged 22321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -6228913.500000 Penalty: 5351.328125
	Iteration 1F: 3 clusters Score -6228914 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -6229815.000000 Penalty: 5351.328125
	Iteration 2Q: 3 clusters Score -6229815 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -6230976.500000 Penalty: 5351.328125
	Iteration 3F: 3 clusters Score -6230976 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -6232621.500000 Penalty: 5351.328125
	Iteration 4F: 3 clusters Score -6232622 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -6234807.500000 Penalty: 5351.328125
	Iteration 5F: 3 clusters Score -6234808 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -6237492.000000 Penalty: 5351.328125
	Iteration 6F: 3 clusters Score -6237492 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -6240555.500000 Penalty: 5351.328125
	Iteration 7F: 3 clusters Score -6240556 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -6243523.000000 Penalty: 5351.328125
	Iteration 8F: 3 clusters Score -6243523 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -6245548.000000 Penalty: 5351.328125
	Iteration 9Q: 3 clusters Score -6245548 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -6246481.500000 Penalty: 5351.328125
	Iteration 10Q: 3 clusters Score -6246482 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -6246931.500000 Penalty: 5351.328125
	Iteration 11Q: 3 clusters Score -6246932 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -6247224.500000 Penalty: 5351.328125
	Iteration 12Q: 3 clusters Score -6247224 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -6247353.500000 Penalty: 5351.328125
	Iteration 13Q: 3 clusters Score -6247354 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -6247459.000000 Penalty: 5351.328125
	Iteration 14Q: 3 clusters Score -6247459 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -6247525.000000 Penalty: 5351.328125
	Iteration 15Q: 3 clusters Score -6247525 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -6247564.500000 Penalty: 5351.328125
	Iteration 16Q: 3 clusters Score -6247564 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -6247626.500000 Penalty: 5351.328125
	Iteration 17Q: 3 clusters Score -6247626 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -6247658.000000 Penalty: 5351.328125
	Iteration 18Q: 3 clusters Score -6247658 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -6247661.500000 Penalty: 5351.328125
	Iteration 19Q: 3 clusters Score -6247662 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -6247694.000000 Penalty: 5351.328125
	Iteration 20F: 3 clusters Score -6247694 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -6247693.000000 Penalty: 5351.328125
	Iteration 21Q: 3 clusters Score -6247693 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -6247699.000000 Penalty: 5351.328125
	Iteration 22Q: 3 clusters Score -6247699 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -6247709.500000 Penalty: 5351.328125
	Iteration 23Q: 3 clusters Score -6247710 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -6247731.500000 Penalty: 5351.328125
	Iteration 24Q: 3 clusters Score -6247732 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -6247754.000000 Penalty: 5351.328125
	Iteration 25Q: 3 clusters Score -6247754 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -6247767.500000 Penalty: 5351.328125
	Iteration 26Q: 3 clusters Score -6247768 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -6247780.000000 Penalty: 5351.328125
	Iteration 27Q: 3 clusters Score -6247780 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -6247792.500000 Penalty: 5351.328125
	Iteration 28Q: 3 clusters Score -6247792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -6247790.500000 Penalty: 5351.328125
	Iteration 29Q: 3 clusters Score -6247790 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -6247800.000000 Penalty: 5351.328125
	Iteration 30Q: 3 clusters Score -6247800 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -6247812.500000 Penalty: 5351.328125
	Iteration 31Q: 3 clusters Score -6247812 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -6247819.000000 Penalty: 5351.328125
	Iteration 32Q: 3 clusters Score -6247819 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -6247829.500000 Penalty: 5351.328125
	Iteration 33Q: 3 clusters Score -6247830 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -6247829.500000 Penalty: 5351.328125
	Iteration 34Q: 3 clusters Score -6247830 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -6247850.000000 Penalty: 5351.328125
	Iteration 35Q: 3 clusters Score -6247850 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -6247858.000000 Penalty: 5351.328125
	Iteration 36Q: 3 clusters Score -6247858 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -6247871.000000 Penalty: 5351.328125
	Iteration 37Q: 3 clusters Score -6247871 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -6247867.000000 Penalty: 5351.328125
	Iteration 38Q: 3 clusters Score -6247867 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -6247859.500000 Penalty: 5351.328125
	Iteration 39Q: 3 clusters Score -6247860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -6247845.000000 Penalty: 5351.328125
	Iteration 40F: 3 clusters Score -6247845 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -6247859.500000 Penalty: 5351.328125
	Iteration 41Q: 3 clusters Score -6247860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -6247863.500000 Penalty: 5351.328125
	Iteration 42Q: 3 clusters Score -6247864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -6247866.500000 Penalty: 5351.328125
	Iteration 43Q: 3 clusters Score -6247866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -6247872.000000 Penalty: 5351.328125
	Iteration 44Q: 3 clusters Score -6247872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -6247859.000000 Penalty: 5351.328125
	Iteration 45Q: 3 clusters Score -6247859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -6247866.500000 Penalty: 5351.328125
	Iteration 46Q: 3 clusters Score -6247866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -6247867.000000 Penalty: 5351.328125
	Iteration 47Q: 3 clusters Score -6247867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -6247878.000000 Penalty: 5351.328125
	Iteration 48Q: 3 clusters Score -6247878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -6247879.000000 Penalty: 5351.328125
	Iteration 49Q: 3 clusters Score -6247879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -6247882.000000 Penalty: 5351.328125
	Iteration 50Q: 3 clusters Score -6247882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -6247886.000000 Penalty: 5351.328125
	Iteration 51Q: 3 clusters Score -6247886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -6247881.000000 Penalty: 5351.328125
	Iteration 52Q: 3 clusters Score -6247881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -6247886.500000 Penalty: 5351.328125
	Iteration 53Q: 3 clusters Score -6247886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -6247887.500000 Penalty: 5351.328125
	Iteration 54Q: 3 clusters Score -6247888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -6247881.000000 Penalty: 5351.328125
	Iteration 55Q: 3 clusters Score -6247881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -6247879.500000 Penalty: 5351.328125
	Iteration 56Q: 3 clusters Score -6247880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -6247874.500000 Penalty: 5351.328125
	Iteration 57Q: 3 clusters Score -6247874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -6247867.500000 Penalty: 5351.328125
	Iteration 58Q: 3 clusters Score -6247868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -6247862.500000 Penalty: 5351.328125
	Iteration 59Q: 3 clusters Score -6247862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -6247873.000000 Penalty: 5351.328125
	Iteration 60F: 3 clusters Score -6247873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -6247857.500000 Penalty: 5351.328125
	Iteration 61Q: 3 clusters Score -6247858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -6247854.000000 Penalty: 5351.328125
	Iteration 62Q: 3 clusters Score -6247854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -6247856.500000 Penalty: 5351.328125
	Iteration 63Q: 3 clusters Score -6247856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -6247857.000000 Penalty: 5351.328125
	Iteration 64Q: 3 clusters Score -6247857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -6247865.000000 Penalty: 5351.328125
	Iteration 65Q: 3 clusters Score -6247865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -6247867.000000 Penalty: 5351.328125
	Iteration 66Q: 3 clusters Score -6247867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -6247872.500000 Penalty: 5351.328125
	Iteration 67Q: 3 clusters Score -6247872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -6247877.000000 Penalty: 5351.328125
	Iteration 68Q: 3 clusters Score -6247877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -6247876.500000 Penalty: 5351.328125
	Iteration 69Q: 3 clusters Score -6247876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -6247876.000000 Penalty: 5351.328125
	Iteration 70Q: 3 clusters Score -6247876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -6247874.000000 Penalty: 5351.328125
	Iteration 71Q: 3 clusters Score -6247874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -6247873.000000 Penalty: 5351.328125
	Iteration 72Q: 3 clusters Score -6247873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -6247869.000000 Penalty: 5351.328125
	Iteration 73Q: 3 clusters Score -6247869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -6247872.500000 Penalty: 5351.328125
	Iteration 74Q: 3 clusters Score -6247872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -6247872.500000 Penalty: 5351.328125
	Iteration 75Q: 3 clusters Score -6247872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -6247874.000000 Penalty: 5351.328125
	Iteration 76Q: 3 clusters Score -6247874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -6247877.000000 Penalty: 5351.328125
	Iteration 77Q: 3 clusters Score -6247877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -6247880.000000 Penalty: 5351.328125
	Iteration 78Q: 3 clusters Score -6247880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -6247887.500000 Penalty: 5351.328125
	Iteration 79Q: 3 clusters Score -6247888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -6247886.500000 Penalty: 5351.328125
	Iteration 80F: 3 clusters Score -6247886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -6247881.500000 Penalty: 5351.328125
	Iteration 81Q: 3 clusters Score -6247882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -6247890.000000 Penalty: 5351.328125
	Iteration 82Q: 3 clusters Score -6247890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -6247886.000000 Penalty: 5351.328125
	Iteration 83Q: 3 clusters Score -6247886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -6247893.000000 Penalty: 5351.328125
	Iteration 84Q: 3 clusters Score -6247893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -6247884.500000 Penalty: 5351.328125
	Iteration 85Q: 3 clusters Score -6247884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -6247889.500000 Penalty: 5351.328125
	Iteration 86Q: 3 clusters Score -6247890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -6247893.500000 Penalty: 5351.328125
	Iteration 87Q: 3 clusters Score -6247894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -6247895.000000 Penalty: 5351.328125
	Iteration 88Q: 3 clusters Score -6247895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -6247890.000000 Penalty: 5351.328125
	Iteration 89Q: 3 clusters Score -6247890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -6247897.000000 Penalty: 5351.328125
	Iteration 90Q: 3 clusters Score -6247897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -6247895.500000 Penalty: 5351.328125
	Iteration 91Q: 3 clusters Score -6247896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -6247899.500000 Penalty: 5351.328125
	Iteration 92Q: 3 clusters Score -6247900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -6247899.500000 Penalty: 5351.328125
	Iteration 93F: 3 clusters Score -6247900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -27969.763672 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -27969.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26735.470703 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -26735.47 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27386.425781 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -27386.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27940.542969 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -27940.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28183.095703 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -28183.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28269.146484 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -28269.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28363.781250 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -28363.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28382.005859 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -28382.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28382.738281 Penalty: 2922.255371
	Iteration 7F: 3 clusters Score -28382.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28396.908203 Penalty: 2922.255371
	Iteration 8Q: 3 clusters Score -28396.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28407.931641 Penalty: 2922.255371
	Iteration 9Q: 3 clusters Score -28407.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28431.160156 Penalty: 2922.255371
	Iteration 10Q: 3 clusters Score -28431.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28437.390625 Penalty: 2922.255371
	Iteration 11Q: 3 clusters Score -28437.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28442.830078 Penalty: 2922.255371
	Iteration 12Q: 3 clusters Score -28442.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28442.830078 Penalty: 2922.255371
	Iteration 13F: 3 clusters Score -28442.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104570 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8694 members 
Mstep: Class 8 contains 48483 members 
Mstep: Class 9 contains 222 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 10853 members 
Mstep: Class 13 contains 14675 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12152 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30269 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48730 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91669 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 19411 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170683 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18511 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9116 members 
Mstep: Class 37 contains 4447 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Mstep: Class 42 contains 140 members 
Entering Unmasked Estep 
Score: -150949520.000000 Penalty: 145916.250000
Splitting cluster 9 changes total score from -150951184.000000 to -150949520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (23225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Entering Unmasked Estep 
Score: -2816205.250000 Penalty: 2493.140137
	Iteration 0F: 2 clusters Score -2816205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2800081.250000 Penalty: 4986.280273
	Iteration 0F: 3 clusters Score -2800081 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2806199.250000 Penalty: 4986.280273
	Iteration 1F: 3 clusters Score -2806199 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2807316.000000 Penalty: 4986.280273
	Iteration 2F: 3 clusters Score -2807316 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2808613.750000 Penalty: 4986.280273
	Iteration 3F: 3 clusters Score -2808614 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2809838.750000 Penalty: 4986.280273
	Iteration 4F: 3 clusters Score -2809839 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2810804.750000 Penalty: 4986.280273
	Iteration 5F: 3 clusters Score -2810805 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2811454.000000 Penalty: 4986.280273
	Iteration 6F: 3 clusters Score -2811454 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2811983.250000 Penalty: 4986.280273
	Iteration 7Q: 3 clusters Score -2811983 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2812345.750000 Penalty: 4986.280273
	Iteration 8Q: 3 clusters Score -2812346 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2812675.000000 Penalty: 4986.280273
	Iteration 9Q: 3 clusters Score -2812675 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2812924.000000 Penalty: 4986.280273
	Iteration 10Q: 3 clusters Score -2812924 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2813120.250000 Penalty: 4986.280273
	Iteration 11Q: 3 clusters Score -2813120 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2813269.500000 Penalty: 4986.280273
	Iteration 12Q: 3 clusters Score -2813270 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2813440.250000 Penalty: 4986.280273
	Iteration 13Q: 3 clusters Score -2813440 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2813556.500000 Penalty: 4986.280273
	Iteration 14Q: 3 clusters Score -2813556 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2813680.750000 Penalty: 4986.280273
	Iteration 15Q: 3 clusters Score -2813681 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2813758.750000 Penalty: 4986.280273
	Iteration 16Q: 3 clusters Score -2813759 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2813797.750000 Penalty: 4986.280273
	Iteration 17Q: 3 clusters Score -2813798 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2813855.250000 Penalty: 4986.280273
	Iteration 18Q: 3 clusters Score -2813855 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2813901.250000 Penalty: 4986.280273
	Iteration 19Q: 3 clusters Score -2813901 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2813942.500000 Penalty: 4986.280273
	Iteration 20F: 3 clusters Score -2813942 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2813977.750000 Penalty: 4986.280273
	Iteration 21Q: 3 clusters Score -2813978 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2814012.750000 Penalty: 4986.280273
	Iteration 22Q: 3 clusters Score -2814013 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2814028.750000 Penalty: 4986.280273
	Iteration 23Q: 3 clusters Score -2814029 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2814059.500000 Penalty: 4986.280273
	Iteration 24Q: 3 clusters Score -2814060 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2814084.750000 Penalty: 4986.280273
	Iteration 25Q: 3 clusters Score -2814085 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2814098.750000 Penalty: 4986.280273
	Iteration 26Q: 3 clusters Score -2814099 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2814119.000000 Penalty: 4986.280273
	Iteration 27Q: 3 clusters Score -2814119 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2814130.500000 Penalty: 4986.280273
	Iteration 28Q: 3 clusters Score -2814130 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2814146.000000 Penalty: 4986.280273
	Iteration 29Q: 3 clusters Score -2814146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2814157.750000 Penalty: 4986.280273
	Iteration 30Q: 3 clusters Score -2814158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2814168.250000 Penalty: 4986.280273
	Iteration 31Q: 3 clusters Score -2814168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2814173.000000 Penalty: 4986.280273
	Iteration 32Q: 3 clusters Score -2814173 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2814187.250000 Penalty: 4986.280273
	Iteration 33Q: 3 clusters Score -2814187 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2814203.250000 Penalty: 4986.280273
	Iteration 34Q: 3 clusters Score -2814203 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2814217.750000 Penalty: 4986.280273
	Iteration 35Q: 3 clusters Score -2814218 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2814225.250000 Penalty: 4986.280273
	Iteration 36Q: 3 clusters Score -2814225 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2814235.500000 Penalty: 4986.280273
	Iteration 37Q: 3 clusters Score -2814236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2814249.000000 Penalty: 4986.280273
	Iteration 38Q: 3 clusters Score -2814249 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2814266.500000 Penalty: 4986.280273
	Iteration 39Q: 3 clusters Score -2814266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2814273.750000 Penalty: 4986.280273
	Iteration 40F: 3 clusters Score -2814274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2814274.000000 Penalty: 4986.280273
	Iteration 41Q: 3 clusters Score -2814274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2814280.250000 Penalty: 4986.280273
	Iteration 42Q: 3 clusters Score -2814280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2814283.750000 Penalty: 4986.280273
	Iteration 43Q: 3 clusters Score -2814284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2814277.250000 Penalty: 4986.280273
	Iteration 44Q: 3 clusters Score -2814277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2814290.750000 Penalty: 4986.280273
	Iteration 45Q: 3 clusters Score -2814291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2814298.000000 Penalty: 4986.280273
	Iteration 46Q: 3 clusters Score -2814298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2814300.000000 Penalty: 4986.280273
	Iteration 47Q: 3 clusters Score -2814300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2814305.750000 Penalty: 4986.280273
	Iteration 48Q: 3 clusters Score -2814306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2814314.000000 Penalty: 4986.280273
	Iteration 49Q: 3 clusters Score -2814314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2814318.750000 Penalty: 4986.280273
	Iteration 50Q: 3 clusters Score -2814319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2814315.250000 Penalty: 4986.280273
	Iteration 51Q: 3 clusters Score -2814315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2814313.250000 Penalty: 4986.280273
	Iteration 52Q: 3 clusters Score -2814313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2814324.250000 Penalty: 4986.280273
	Iteration 53Q: 3 clusters Score -2814324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2814328.500000 Penalty: 4986.280273
	Iteration 54Q: 3 clusters Score -2814328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2814334.500000 Penalty: 4986.280273
	Iteration 55Q: 3 clusters Score -2814334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2814328.250000 Penalty: 4986.280273
	Iteration 56Q: 3 clusters Score -2814328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2814328.250000 Penalty: 4986.280273
	Iteration 57Q: 3 clusters Score -2814328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2814331.500000 Penalty: 4986.280273
	Iteration 58Q: 3 clusters Score -2814332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2814341.500000 Penalty: 4986.280273
	Iteration 59Q: 3 clusters Score -2814342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2814334.750000 Penalty: 4986.280273
	Iteration 60F: 3 clusters Score -2814335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2814336.000000 Penalty: 4986.280273
	Iteration 61Q: 3 clusters Score -2814336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2814338.000000 Penalty: 4986.280273
	Iteration 62Q: 3 clusters Score -2814338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2814335.750000 Penalty: 4986.280273
	Iteration 63Q: 3 clusters Score -2814336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2814340.000000 Penalty: 4986.280273
	Iteration 64Q: 3 clusters Score -2814340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2814341.000000 Penalty: 4986.280273
	Iteration 65Q: 3 clusters Score -2814341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2814344.750000 Penalty: 4986.280273
	Iteration 66Q: 3 clusters Score -2814345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2814343.250000 Penalty: 4986.280273
	Iteration 67Q: 3 clusters Score -2814343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2814346.500000 Penalty: 4986.280273
	Iteration 68Q: 3 clusters Score -2814346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2814350.750000 Penalty: 4986.280273
	Iteration 69Q: 3 clusters Score -2814351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2814351.250000 Penalty: 4986.280273
	Iteration 70Q: 3 clusters Score -2814351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -2814351.500000 Penalty: 4986.280273
	Iteration 71Q: 3 clusters Score -2814352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2814354.000000 Penalty: 4986.280273
	Iteration 72Q: 3 clusters Score -2814354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2814356.500000 Penalty: 4986.280273
	Iteration 73Q: 3 clusters Score -2814356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2814355.500000 Penalty: 4986.280273
	Iteration 74Q: 3 clusters Score -2814356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2814354.250000 Penalty: 4986.280273
	Iteration 75Q: 3 clusters Score -2814354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -2814360.500000 Penalty: 4986.280273
	Iteration 76Q: 3 clusters Score -2814360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2814357.250000 Penalty: 4986.280273
	Iteration 77Q: 3 clusters Score -2814357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2814358.750000 Penalty: 4986.280273
	Iteration 78Q: 3 clusters Score -2814359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2814359.750000 Penalty: 4986.280273
	Iteration 79Q: 3 clusters Score -2814360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2814356.250000 Penalty: 4986.280273
	Iteration 80F: 3 clusters Score -2814356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2814357.000000 Penalty: 4986.280273
	Iteration 81Q: 3 clusters Score -2814357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2814358.250000 Penalty: 4986.280273
	Iteration 82Q: 3 clusters Score -2814358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2814358.250000 Penalty: 4986.280273
	Iteration 83F: 3 clusters Score -2814358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Entering Unmasked Estep 
Score: -1668193.375000 Penalty: 2352.979492
	Iteration 0F: 2 clusters Score -1668193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1658566.625000 Penalty: 4705.958984
	Iteration 0F: 3 clusters Score -1658567 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1661610.500000 Penalty: 4705.958984
	Iteration 1F: 3 clusters Score -1661610 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1662022.125000 Penalty: 4705.958984
	Iteration 2F: 3 clusters Score -1662022 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1662387.875000 Penalty: 4705.958984
	Iteration 3F: 3 clusters Score -1662388 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1662698.375000 Penalty: 4705.958984
	Iteration 4Q: 3 clusters Score -1662698 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1662991.000000 Penalty: 4705.958984
	Iteration 5Q: 3 clusters Score -1662991 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1663340.625000 Penalty: 4705.958984
	Iteration 6Q: 3 clusters Score -1663341 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1663746.500000 Penalty: 4705.958984
	Iteration 7Q: 3 clusters Score -1663746 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1664255.375000 Penalty: 4705.958984
	Iteration 8F: 3 clusters Score -1664255 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1664828.875000 Penalty: 4705.958984
	Iteration 9F: 3 clusters Score -1664829 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1665346.500000 Penalty: 4705.958984
	Iteration 10Q: 3 clusters Score -1665346 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1665686.875000 Penalty: 4705.958984
	Iteration 11Q: 3 clusters Score -1665687 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1665899.500000 Penalty: 4705.958984
	Iteration 12Q: 3 clusters Score -1665900 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1666027.500000 Penalty: 4705.958984
	Iteration 13Q: 3 clusters Score -1666028 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1666105.750000 Penalty: 4705.958984
	Iteration 14Q: 3 clusters Score -1666106 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1666150.500000 Penalty: 4705.958984
	Iteration 15Q: 3 clusters Score -1666150 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1666180.250000 Penalty: 4705.958984
	Iteration 16Q: 3 clusters Score -1666180 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1666201.250000 Penalty: 4705.958984
	Iteration 17Q: 3 clusters Score -1666201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1666217.375000 Penalty: 4705.958984
	Iteration 18Q: 3 clusters Score -1666217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1666218.500000 Penalty: 4705.958984
	Iteration 19Q: 3 clusters Score -1666218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1666220.500000 Penalty: 4705.958984
	Iteration 20F: 3 clusters Score -1666220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1666222.500000 Penalty: 4705.958984
	Iteration 21Q: 3 clusters Score -1666222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1666223.250000 Penalty: 4705.958984
	Iteration 22Q: 3 clusters Score -1666223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1666223.250000 Penalty: 4705.958984
	Iteration 23F: 3 clusters Score -1666223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Entering Unmasked Estep 
Score: -1377493.875000 Penalty: 2304.464844
	Iteration 0F: 2 clusters Score -1377494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1369243.750000 Penalty: 4608.929688
	Iteration 0F: 3 clusters Score -1369244 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1371753.500000 Penalty: 4608.929688
	Iteration 1F: 3 clusters Score -1371754 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1372075.625000 Penalty: 4608.929688
	Iteration 2F: 3 clusters Score -1372076 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1372287.750000 Penalty: 4608.929688
	Iteration 3F: 3 clusters Score -1372288 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1372453.000000 Penalty: 4608.929688
	Iteration 4Q: 3 clusters Score -1372453 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1372621.125000 Penalty: 4608.929688
	Iteration 5Q: 3 clusters Score -1372621 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1372831.875000 Penalty: 4608.929688
	Iteration 6Q: 3 clusters Score -1372832 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1373083.125000 Penalty: 4608.929688
	Iteration 7Q: 3 clusters Score -1373083 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1373373.375000 Penalty: 4608.929688
	Iteration 8Q: 3 clusters Score -1373373 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1373709.750000 Penalty: 4608.929688
	Iteration 9Q: 3 clusters Score -1373710 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1374056.875000 Penalty: 4608.929688
	Iteration 10Q: 3 clusters Score -1374057 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1374351.875000 Penalty: 4608.929688
	Iteration 11Q: 3 clusters Score -1374352 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1374605.750000 Penalty: 4608.929688
	Iteration 12Q: 3 clusters Score -1374606 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1374807.875000 Penalty: 4608.929688
	Iteration 13Q: 3 clusters Score -1374808 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1374971.375000 Penalty: 4608.929688
	Iteration 14Q: 3 clusters Score -1374971 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1375085.500000 Penalty: 4608.929688
	Iteration 15Q: 3 clusters Score -1375086 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1375190.500000 Penalty: 4608.929688
	Iteration 16Q: 3 clusters Score -1375190 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1375252.875000 Penalty: 4608.929688
	Iteration 17Q: 3 clusters Score -1375253 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1375287.500000 Penalty: 4608.929688
	Iteration 18Q: 3 clusters Score -1375288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1375326.250000 Penalty: 4608.929688
	Iteration 19Q: 3 clusters Score -1375326 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1375369.875000 Penalty: 4608.929688
	Iteration 20F: 3 clusters Score -1375370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1375405.125000 Penalty: 4608.929688
	Iteration 21Q: 3 clusters Score -1375405 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1375440.375000 Penalty: 4608.929688
	Iteration 22Q: 3 clusters Score -1375440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1375459.500000 Penalty: 4608.929688
	Iteration 23Q: 3 clusters Score -1375460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1375476.000000 Penalty: 4608.929688
	Iteration 24Q: 3 clusters Score -1375476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1375486.000000 Penalty: 4608.929688
	Iteration 25Q: 3 clusters Score -1375486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1375490.375000 Penalty: 4608.929688
	Iteration 26Q: 3 clusters Score -1375490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1375492.625000 Penalty: 4608.929688
	Iteration 27Q: 3 clusters Score -1375493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1375495.000000 Penalty: 4608.929688
	Iteration 28Q: 3 clusters Score -1375495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1375497.875000 Penalty: 4608.929688
	Iteration 29Q: 3 clusters Score -1375498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1375502.000000 Penalty: 4608.929688
	Iteration 30Q: 3 clusters Score -1375502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1375501.875000 Penalty: 4608.929688
	Iteration 31Q: 3 clusters Score -1375502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1375502.000000 Penalty: 4608.929688
	Iteration 32Q: 3 clusters Score -1375502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1375502.875000 Penalty: 4608.929688
	Iteration 33Q: 3 clusters Score -1375503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1375502.875000 Penalty: 4608.929688
	Iteration 34F: 3 clusters Score -1375503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Entering Unmasked Estep 
Score: -1800605.000000 Penalty: 2379.287354
	Iteration 0F: 2 clusters Score -1800605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1789996.250000 Penalty: 4758.574707
	Iteration 0F: 3 clusters Score -1789996 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1793225.875000 Penalty: 4758.574707
	Iteration 1F: 3 clusters Score -1793226 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1793757.250000 Penalty: 4758.574707
	Iteration 2F: 3 clusters Score -1793757 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1794340.125000 Penalty: 4758.574707
	Iteration 3F: 3 clusters Score -1794340 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1795150.625000 Penalty: 4758.574707
	Iteration 4F: 3 clusters Score -1795151 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1796110.750000 Penalty: 4758.574707
	Iteration 5F: 3 clusters Score -1796111 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1797029.375000 Penalty: 4758.574707
	Iteration 6F: 3 clusters Score -1797029 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1797767.125000 Penalty: 4758.574707
	Iteration 7F: 3 clusters Score -1797767 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1798346.125000 Penalty: 4758.574707
	Iteration 8F: 3 clusters Score -1798346 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1798768.625000 Penalty: 4758.574707
	Iteration 9Q: 3 clusters Score -1798769 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1799038.000000 Penalty: 4758.574707
	Iteration 10Q: 3 clusters Score -1799038 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1799201.750000 Penalty: 4758.574707
	Iteration 11Q: 3 clusters Score -1799202 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1799349.125000 Penalty: 4758.574707
	Iteration 12Q: 3 clusters Score -1799349 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1799471.500000 Penalty: 4758.574707
	Iteration 13Q: 3 clusters Score -1799472 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1799574.750000 Penalty: 4758.574707
	Iteration 14Q: 3 clusters Score -1799575 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1799653.125000 Penalty: 4758.574707
	Iteration 15Q: 3 clusters Score -1799653 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1799720.875000 Penalty: 4758.574707
	Iteration 16Q: 3 clusters Score -1799721 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1799780.875000 Penalty: 4758.574707
	Iteration 17Q: 3 clusters Score -1799781 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1799826.125000 Penalty: 4758.574707
	Iteration 18Q: 3 clusters Score -1799826 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1799861.250000 Penalty: 4758.574707
	Iteration 19Q: 3 clusters Score -1799861 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1799873.750000 Penalty: 4758.574707
	Iteration 20F: 3 clusters Score -1799874 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1799879.875000 Penalty: 4758.574707
	Iteration 21Q: 3 clusters Score -1799880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1799890.500000 Penalty: 4758.574707
	Iteration 22Q: 3 clusters Score -1799890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1799903.625000 Penalty: 4758.574707
	Iteration 23Q: 3 clusters Score -1799904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1799910.500000 Penalty: 4758.574707
	Iteration 24Q: 3 clusters Score -1799910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1799913.250000 Penalty: 4758.574707
	Iteration 25Q: 3 clusters Score -1799913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1799921.125000 Penalty: 4758.574707
	Iteration 26Q: 3 clusters Score -1799921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1799929.375000 Penalty: 4758.574707
	Iteration 27Q: 3 clusters Score -1799929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1799933.375000 Penalty: 4758.574707
	Iteration 28Q: 3 clusters Score -1799933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1799938.250000 Penalty: 4758.574707
	Iteration 29Q: 3 clusters Score -1799938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1799936.375000 Penalty: 4758.574707
	Iteration 30Q: 3 clusters Score -1799936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1799935.250000 Penalty: 4758.574707
	Iteration 31Q: 3 clusters Score -1799935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1799940.875000 Penalty: 4758.574707
	Iteration 32Q: 3 clusters Score -1799941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1799941.875000 Penalty: 4758.574707
	Iteration 33Q: 3 clusters Score -1799942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1799940.875000 Penalty: 4758.574707
	Iteration 34Q: 3 clusters Score -1799941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1799943.750000 Penalty: 4758.574707
	Iteration 35Q: 3 clusters Score -1799944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1799944.875000 Penalty: 4758.574707
	Iteration 36Q: 3 clusters Score -1799945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1799942.750000 Penalty: 4758.574707
	Iteration 37Q: 3 clusters Score -1799943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1799940.625000 Penalty: 4758.574707
	Iteration 38Q: 3 clusters Score -1799941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1799941.375000 Penalty: 4758.574707
	Iteration 39Q: 3 clusters Score -1799941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1799941.375000 Penalty: 4758.574707
	Iteration 40F: 3 clusters Score -1799941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (181642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181642 members 
Entering Unmasked Estep 
Score: -23289586.000000 Penalty: 3003.228516
	Iteration 0F: 2 clusters Score -2.328959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90985 members 
Mstep: Class 2 contains 90657 members 
Entering Unmasked Estep 
Score: -23168476.000000 Penalty: 6006.457031
	Iteration 0F: 3 clusters Score -2.316848e+07 nChanged 87029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93032 members 
Mstep: Class 2 contains 88610 members 
Entering Unmasked Estep 
Score: -23219194.000000 Penalty: 6006.457031
	Iteration 1F: 3 clusters Score -2.321919e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94255 members 
Mstep: Class 2 contains 87387 members 
Entering Unmasked Estep 
Score: -23220508.000000 Penalty: 6006.457031
	Iteration 2Q: 3 clusters Score -2.322051e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 85501 members 
Entering Unmasked Estep 
Score: -23222170.000000 Penalty: 6006.457031
	Iteration 3Q: 3 clusters Score -2.322217e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98817 members 
Mstep: Class 2 contains 82825 members 
Entering Unmasked Estep 
Score: -23224460.000000 Penalty: 6006.457031
	Iteration 4Q: 3 clusters Score -2.322446e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102594 members 
Mstep: Class 2 contains 79048 members 
Entering Unmasked Estep 
Score: -23227726.000000 Penalty: 6006.457031
	Iteration 5Q: 3 clusters Score -2.322773e+07 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107832 members 
Mstep: Class 2 contains 73810 members 
Entering Unmasked Estep 
Score: -23232534.000000 Penalty: 6006.457031
	Iteration 6F: 3 clusters Score -2.323253e+07 nChanged 10632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114342 members 
Mstep: Class 2 contains 67300 members 
Entering Unmasked Estep 
Score: -23238916.000000 Penalty: 6006.457031
	Iteration 7F: 3 clusters Score -2.323892e+07 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121566 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -23246314.000000 Penalty: 6006.457031
	Iteration 8F: 3 clusters Score -2.324631e+07 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128302 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -23253232.000000 Penalty: 6006.457031
	Iteration 9F: 3 clusters Score -2.325323e+07 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133924 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -23259046.000000 Penalty: 6006.457031
	Iteration 10F: 3 clusters Score -2.325905e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138337 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -23263488.000000 Penalty: 6006.457031
	Iteration 11Q: 3 clusters Score -2.326349e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141927 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -23266538.000000 Penalty: 6006.457031
	Iteration 12Q: 3 clusters Score -2.326654e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145098 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -23268786.000000 Penalty: 6006.457031
	Iteration 13Q: 3 clusters Score -2.326879e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148117 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -23270498.000000 Penalty: 6006.457031
	Iteration 14Q: 3 clusters Score -2.32705e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151076 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -23272072.000000 Penalty: 6006.457031
	Iteration 15Q: 3 clusters Score -2.327207e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153873 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -23273424.000000 Penalty: 6006.457031
	Iteration 16Q: 3 clusters Score -2.327342e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156576 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -23274892.000000 Penalty: 6006.457031
	Iteration 17Q: 3 clusters Score -2.327489e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159151 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -23276286.000000 Penalty: 6006.457031
	Iteration 18Q: 3 clusters Score -2.327629e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161535 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -23277592.000000 Penalty: 6006.457031
	Iteration 19Q: 3 clusters Score -2.327759e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163715 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -23278922.000000 Penalty: 6006.457031
	Iteration 20F: 3 clusters Score -2.327892e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165733 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -23280224.000000 Penalty: 6006.457031
	Iteration 21Q: 3 clusters Score -2.328022e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167557 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -23281276.000000 Penalty: 6006.457031
	Iteration 22Q: 3 clusters Score -2.328128e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169152 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -23282098.000000 Penalty: 6006.457031
	Iteration 23Q: 3 clusters Score -2.32821e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170496 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -23282994.000000 Penalty: 6006.457031
	Iteration 24Q: 3 clusters Score -2.328299e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171639 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -23283676.000000 Penalty: 6006.457031
	Iteration 25Q: 3 clusters Score -2.328368e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172621 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -23284352.000000 Penalty: 6006.457031
	Iteration 26Q: 3 clusters Score -2.328435e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173435 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -23284744.000000 Penalty: 6006.457031
	Iteration 27Q: 3 clusters Score -2.328474e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174149 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -23285238.000000 Penalty: 6006.457031
	Iteration 28Q: 3 clusters Score -2.328524e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174765 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -23285460.000000 Penalty: 6006.457031
	Iteration 29Q: 3 clusters Score -2.328546e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175338 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -23285748.000000 Penalty: 6006.457031
	Iteration 30Q: 3 clusters Score -2.328575e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175814 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -23285988.000000 Penalty: 6006.457031
	Iteration 31Q: 3 clusters Score -2.328599e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176226 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -23286226.000000 Penalty: 6006.457031
	Iteration 32Q: 3 clusters Score -2.328623e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176603 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -23286386.000000 Penalty: 6006.457031
	Iteration 33Q: 3 clusters Score -2.328639e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176941 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -23286556.000000 Penalty: 6006.457031
	Iteration 34Q: 3 clusters Score -2.328656e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177220 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -23286650.000000 Penalty: 6006.457031
	Iteration 35Q: 3 clusters Score -2.328665e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177468 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -23286716.000000 Penalty: 6006.457031
	Iteration 36Q: 3 clusters Score -2.328672e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177692 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -23286814.000000 Penalty: 6006.457031
	Iteration 37Q: 3 clusters Score -2.328681e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177883 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -23286874.000000 Penalty: 6006.457031
	Iteration 38Q: 3 clusters Score -2.328687e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178052 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -23286922.000000 Penalty: 6006.457031
	Iteration 39Q: 3 clusters Score -2.328692e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178170 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -23286940.000000 Penalty: 6006.457031
	Iteration 40F: 3 clusters Score -2.328694e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178269 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -23286984.000000 Penalty: 6006.457031
	Iteration 41Q: 3 clusters Score -2.328698e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178364 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -23287010.000000 Penalty: 6006.457031
	Iteration 42Q: 3 clusters Score -2.328701e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178451 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -23286958.000000 Penalty: 6006.457031
	Iteration 43Q: 3 clusters Score -2.328696e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178522 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -23287020.000000 Penalty: 6006.457031
	Iteration 44Q: 3 clusters Score -2.328702e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178587 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -23286994.000000 Penalty: 6006.457031
	Iteration 45Q: 3 clusters Score -2.328699e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178642 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -23287012.000000 Penalty: 6006.457031
	Iteration 46Q: 3 clusters Score -2.328701e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178702 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -23287000.000000 Penalty: 6006.457031
	Iteration 47Q: 3 clusters Score -2.3287e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178759 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -23287042.000000 Penalty: 6006.457031
	Iteration 48Q: 3 clusters Score -2.328704e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178819 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -23287030.000000 Penalty: 6006.457031
	Iteration 49Q: 3 clusters Score -2.328703e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178882 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -23287026.000000 Penalty: 6006.457031
	Iteration 50Q: 3 clusters Score -2.328703e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178949 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -23287102.000000 Penalty: 6006.457031
	Iteration 51Q: 3 clusters Score -2.32871e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178996 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -23287080.000000 Penalty: 6006.457031
	Iteration 52Q: 3 clusters Score -2.328708e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179038 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -23287108.000000 Penalty: 6006.457031
	Iteration 53Q: 3 clusters Score -2.328711e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179081 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -23287094.000000 Penalty: 6006.457031
	Iteration 54Q: 3 clusters Score -2.328709e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179119 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -23287096.000000 Penalty: 6006.457031
	Iteration 55Q: 3 clusters Score -2.32871e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179165 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -23287074.000000 Penalty: 6006.457031
	Iteration 56Q: 3 clusters Score -2.328707e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179213 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -23287112.000000 Penalty: 6006.457031
	Iteration 57Q: 3 clusters Score -2.328711e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179262 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -23287114.000000 Penalty: 6006.457031
	Iteration 58Q: 3 clusters Score -2.328711e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179306 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -23287146.000000 Penalty: 6006.457031
	Iteration 59Q: 3 clusters Score -2.328715e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179352 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -23287140.000000 Penalty: 6006.457031
	Iteration 60F: 3 clusters Score -2.328714e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179386 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -23287128.000000 Penalty: 6006.457031
	Iteration 61Q: 3 clusters Score -2.328713e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179420 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -23287148.000000 Penalty: 6006.457031
	Iteration 62Q: 3 clusters Score -2.328715e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179460 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -23287152.000000 Penalty: 6006.457031
	Iteration 63Q: 3 clusters Score -2.328715e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179498 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -23287154.000000 Penalty: 6006.457031
	Iteration 64Q: 3 clusters Score -2.328715e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179531 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -23287152.000000 Penalty: 6006.457031
	Iteration 65Q: 3 clusters Score -2.328715e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179570 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -23287176.000000 Penalty: 6006.457031
	Iteration 66Q: 3 clusters Score -2.328718e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179603 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -23287174.000000 Penalty: 6006.457031
	Iteration 67Q: 3 clusters Score -2.328717e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179628 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -23287176.000000 Penalty: 6006.457031
	Iteration 68Q: 3 clusters Score -2.328718e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179653 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -23287186.000000 Penalty: 6006.457031
	Iteration 69Q: 3 clusters Score -2.328719e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179674 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -23287166.000000 Penalty: 6006.457031
	Iteration 70Q: 3 clusters Score -2.328717e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179684 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -23287190.000000 Penalty: 6006.457031
	Iteration 71Q: 3 clusters Score -2.328719e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179693 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -23287190.000000 Penalty: 6006.457031
	Iteration 72Q: 3 clusters Score -2.328719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179703 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -23287194.000000 Penalty: 6006.457031
	Iteration 73Q: 3 clusters Score -2.328719e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179714 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -23287196.000000 Penalty: 6006.457031
	Iteration 74Q: 3 clusters Score -2.32872e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179728 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -23287214.000000 Penalty: 6006.457031
	Iteration 75Q: 3 clusters Score -2.328721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179749 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -23287222.000000 Penalty: 6006.457031
	Iteration 76Q: 3 clusters Score -2.328722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179766 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -23287232.000000 Penalty: 6006.457031
	Iteration 77Q: 3 clusters Score -2.328723e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179779 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -23287226.000000 Penalty: 6006.457031
	Iteration 78Q: 3 clusters Score -2.328723e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179791 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -23287218.000000 Penalty: 6006.457031
	Iteration 79Q: 3 clusters Score -2.328722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179800 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -23287190.000000 Penalty: 6006.457031
	Iteration 80F: 3 clusters Score -2.328719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179812 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -23287208.000000 Penalty: 6006.457031
	Iteration 81Q: 3 clusters Score -2.328721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179820 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -23287204.000000 Penalty: 6006.457031
	Iteration 82Q: 3 clusters Score -2.32872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179822 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -23287206.000000 Penalty: 6006.457031
	Iteration 83Q: 3 clusters Score -2.328721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179823 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -23287200.000000 Penalty: 6006.457031
	Iteration 84Q: 3 clusters Score -2.32872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179826 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -23287220.000000 Penalty: 6006.457031
	Iteration 85Q: 3 clusters Score -2.328722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179832 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -23287216.000000 Penalty: 6006.457031
	Iteration 86Q: 3 clusters Score -2.328722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179834 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -23287216.000000 Penalty: 6006.457031
	Iteration 87Q: 3 clusters Score -2.328722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179836 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -23287218.000000 Penalty: 6006.457031
	Iteration 88Q: 3 clusters Score -2.328722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179840 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -23287228.000000 Penalty: 6006.457031
	Iteration 89Q: 3 clusters Score -2.328723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179843 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -23287222.000000 Penalty: 6006.457031
	Iteration 90Q: 3 clusters Score -2.328722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179849 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -23287224.000000 Penalty: 6006.457031
	Iteration 91Q: 3 clusters Score -2.328722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179858 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -23287210.000000 Penalty: 6006.457031
	Iteration 92Q: 3 clusters Score -2.328721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179870 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -23287250.000000 Penalty: 6006.457031
	Iteration 93Q: 3 clusters Score -2.328725e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179886 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -23287242.000000 Penalty: 6006.457031
	Iteration 94Q: 3 clusters Score -2.328724e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179902 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -23287242.000000 Penalty: 6006.457031
	Iteration 95Q: 3 clusters Score -2.328724e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179917 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -23287234.000000 Penalty: 6006.457031
	Iteration 96Q: 3 clusters Score -2.328723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179930 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -23287248.000000 Penalty: 6006.457031
	Iteration 97Q: 3 clusters Score -2.328725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179939 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -23287260.000000 Penalty: 6006.457031
	Iteration 98Q: 3 clusters Score -2.328726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179947 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -23287230.000000 Penalty: 6006.457031
	Iteration 99Q: 3 clusters Score -2.328723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179958 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -23287234.000000 Penalty: 6006.457031
	Iteration 100F: 3 clusters Score -2.328723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179971 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -23287222.000000 Penalty: 6006.457031
	Iteration 101Q: 3 clusters Score -2.328722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179979 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -23287216.000000 Penalty: 6006.457031
	Iteration 102Q: 3 clusters Score -2.328722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179990 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -23287248.000000 Penalty: 6006.457031
	Iteration 103Q: 3 clusters Score -2.328725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179994 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -23287236.000000 Penalty: 6006.457031
	Iteration 104Q: 3 clusters Score -2.328724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180003 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -23287222.000000 Penalty: 6006.457031
	Iteration 105Q: 3 clusters Score -2.328722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180006 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -23287252.000000 Penalty: 6006.457031
	Iteration 106Q: 3 clusters Score -2.328725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180009 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -23287258.000000 Penalty: 6006.457031
	Iteration 107Q: 3 clusters Score -2.328726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180014 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -23287266.000000 Penalty: 6006.457031
	Iteration 108Q: 3 clusters Score -2.328727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180020 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -23287262.000000 Penalty: 6006.457031
	Iteration 109Q: 3 clusters Score -2.328726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180028 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -23287264.000000 Penalty: 6006.457031
	Iteration 110Q: 3 clusters Score -2.328726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180036 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -23287254.000000 Penalty: 6006.457031
	Iteration 111Q: 3 clusters Score -2.328725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180043 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -23287236.000000 Penalty: 6006.457031
	Iteration 112Q: 3 clusters Score -2.328724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180051 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -23287236.000000 Penalty: 6006.457031
	Iteration 113Q: 3 clusters Score -2.328724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180053 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -23287234.000000 Penalty: 6006.457031
	Iteration 114Q: 3 clusters Score -2.328723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180053 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -23287222.000000 Penalty: 6006.457031
	Iteration 115Q: 3 clusters Score -2.328722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180054 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -23287238.000000 Penalty: 6006.457031
	Iteration 116Q: 3 clusters Score -2.328724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180055 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -23287242.000000 Penalty: 6006.457031
	Iteration 117Q: 3 clusters Score -2.328724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180058 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -23287250.000000 Penalty: 6006.457031
	Iteration 118Q: 3 clusters Score -2.328725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180059 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -23287252.000000 Penalty: 6006.457031
	Iteration 119Q: 3 clusters Score -2.328725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180060 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -23287254.000000 Penalty: 6006.457031
	Iteration 120F: 3 clusters Score -2.328725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180061 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -23287264.000000 Penalty: 6006.457031
	Iteration 121Q: 3 clusters Score -2.328726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180062 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -23287242.000000 Penalty: 6006.457031
	Iteration 122Q: 3 clusters Score -2.328724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180063 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -23287258.000000 Penalty: 6006.457031
	Iteration 123Q: 3 clusters Score -2.328726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180064 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -23287250.000000 Penalty: 6006.457031
	Iteration 124Q: 3 clusters Score -2.328725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180067 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -23287258.000000 Penalty: 6006.457031
	Iteration 125Q: 3 clusters Score -2.328726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180075 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -23287260.000000 Penalty: 6006.457031
	Iteration 126Q: 3 clusters Score -2.328726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180080 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -23287264.000000 Penalty: 6006.457031
	Iteration 127Q: 3 clusters Score -2.328726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180085 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -23287264.000000 Penalty: 6006.457031
	Iteration 128Q: 3 clusters Score -2.328726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180088 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -23287256.000000 Penalty: 6006.457031
	Iteration 129Q: 3 clusters Score -2.328726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180090 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -23287238.000000 Penalty: 6006.457031
	Iteration 130Q: 3 clusters Score -2.328724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180091 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -23287232.000000 Penalty: 6006.457031
	Iteration 131Q: 3 clusters Score -2.328723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180093 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -23287250.000000 Penalty: 6006.457031
	Iteration 132Q: 3 clusters Score -2.328725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180094 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -23287248.000000 Penalty: 6006.457031
	Iteration 133Q: 3 clusters Score -2.328725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180096 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -23287252.000000 Penalty: 6006.457031
	Iteration 134Q: 3 clusters Score -2.328725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180096 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -23287252.000000 Penalty: 6006.457031
	Iteration 135F: 3 clusters Score -2.328725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Entering Unmasked Estep 
Score: -1540142.875000 Penalty: 2332.501709
	Iteration 0F: 2 clusters Score -1540143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1531016.000000 Penalty: 4665.003418
	Iteration 0F: 3 clusters Score -1531016 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1533809.125000 Penalty: 4665.003418
	Iteration 1F: 3 clusters Score -1533809 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1534251.125000 Penalty: 4665.003418
	Iteration 2F: 3 clusters Score -1534251 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1534623.875000 Penalty: 4665.003418
	Iteration 3F: 3 clusters Score -1534624 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1534962.250000 Penalty: 4665.003418
	Iteration 4Q: 3 clusters Score -1534962 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1535252.750000 Penalty: 4665.003418
	Iteration 5Q: 3 clusters Score -1535253 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1535551.125000 Penalty: 4665.003418
	Iteration 6Q: 3 clusters Score -1535551 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1535870.125000 Penalty: 4665.003418
	Iteration 7Q: 3 clusters Score -1535870 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1536224.375000 Penalty: 4665.003418
	Iteration 8Q: 3 clusters Score -1536224 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1536655.250000 Penalty: 4665.003418
	Iteration 9Q: 3 clusters Score -1536655 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1537197.375000 Penalty: 4665.003418
	Iteration 10Q: 3 clusters Score -1537197 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1537747.750000 Penalty: 4665.003418
	Iteration 11F: 3 clusters Score -1537748 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1538159.375000 Penalty: 4665.003418
	Iteration 12Q: 3 clusters Score -1538159 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1538438.000000 Penalty: 4665.003418
	Iteration 13Q: 3 clusters Score -1538438 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1538636.625000 Penalty: 4665.003418
	Iteration 14Q: 3 clusters Score -1538637 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1538785.250000 Penalty: 4665.003418
	Iteration 15Q: 3 clusters Score -1538785 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1538900.125000 Penalty: 4665.003418
	Iteration 16Q: 3 clusters Score -1538900 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1538981.750000 Penalty: 4665.003418
	Iteration 17Q: 3 clusters Score -1538982 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1539056.625000 Penalty: 4665.003418
	Iteration 18Q: 3 clusters Score -1539057 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1539125.625000 Penalty: 4665.003418
	Iteration 19Q: 3 clusters Score -1539126 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1539175.875000 Penalty: 4665.003418
	Iteration 20F: 3 clusters Score -1539176 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1539225.625000 Penalty: 4665.003418
	Iteration 21Q: 3 clusters Score -1539226 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1539247.375000 Penalty: 4665.003418
	Iteration 22Q: 3 clusters Score -1539247 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1539266.375000 Penalty: 4665.003418
	Iteration 23Q: 3 clusters Score -1539266 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1539284.875000 Penalty: 4665.003418
	Iteration 24Q: 3 clusters Score -1539285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1539284.250000 Penalty: 4665.003418
	Iteration 25Q: 3 clusters Score -1539284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1539284.250000 Penalty: 4665.003418
	Iteration 26Q: 3 clusters Score -1539284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1539288.875000 Penalty: 4665.003418
	Iteration 27Q: 3 clusters Score -1539289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1539294.625000 Penalty: 4665.003418
	Iteration 28Q: 3 clusters Score -1539295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1539295.375000 Penalty: 4665.003418
	Iteration 29Q: 3 clusters Score -1539295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1539294.125000 Penalty: 4665.003418
	Iteration 30Q: 3 clusters Score -1539294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1539291.625000 Penalty: 4665.003418
	Iteration 31Q: 3 clusters Score -1539292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1539291.000000 Penalty: 4665.003418
	Iteration 32Q: 3 clusters Score -1539291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1539291.125000 Penalty: 4665.003418
	Iteration 33Q: 3 clusters Score -1539291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1539290.500000 Penalty: 4665.003418
	Iteration 34Q: 3 clusters Score -1539290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1539290.125000 Penalty: 4665.003418
	Iteration 35Q: 3 clusters Score -1539290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1539290.125000 Penalty: 4665.003418
	Iteration 36F: 3 clusters Score -1539290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Entering Unmasked Estep 
Score: -1965535.000000 Penalty: 2385.215332
	Iteration 0F: 2 clusters Score -1965535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1954738.875000 Penalty: 4770.430664
	Iteration 0F: 3 clusters Score -1954739 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1958087.125000 Penalty: 4770.430664
	Iteration 1F: 3 clusters Score -1958087 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1958409.000000 Penalty: 4770.430664
	Iteration 2F: 3 clusters Score -1958409 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1958677.000000 Penalty: 4770.430664
	Iteration 3Q: 3 clusters Score -1958677 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1958871.375000 Penalty: 4770.430664
	Iteration 4Q: 3 clusters Score -1958871 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1959012.000000 Penalty: 4770.430664
	Iteration 5Q: 3 clusters Score -1959012 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1959131.375000 Penalty: 4770.430664
	Iteration 6Q: 3 clusters Score -1959131 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1959228.625000 Penalty: 4770.430664
	Iteration 7Q: 3 clusters Score -1959229 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1959344.875000 Penalty: 4770.430664
	Iteration 8Q: 3 clusters Score -1959345 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1959455.875000 Penalty: 4770.430664
	Iteration 9Q: 3 clusters Score -1959456 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1959562.750000 Penalty: 4770.430664
	Iteration 10Q: 3 clusters Score -1959563 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1959703.250000 Penalty: 4770.430664
	Iteration 11Q: 3 clusters Score -1959703 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1959892.750000 Penalty: 4770.430664
	Iteration 12Q: 3 clusters Score -1959893 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1960132.000000 Penalty: 4770.430664
	Iteration 13Q: 3 clusters Score -1960132 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1960437.500000 Penalty: 4770.430664
	Iteration 14Q: 3 clusters Score -1960438 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1960797.125000 Penalty: 4770.430664
	Iteration 15Q: 3 clusters Score -1960797 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1961215.250000 Penalty: 4770.430664
	Iteration 16Q: 3 clusters Score -1961215 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1961661.625000 Penalty: 4770.430664
	Iteration 17Q: 3 clusters Score -1961662 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1962092.000000 Penalty: 4770.430664
	Iteration 18Q: 3 clusters Score -1962092 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1962438.750000 Penalty: 4770.430664
	Iteration 19Q: 3 clusters Score -1962439 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1962693.125000 Penalty: 4770.430664
	Iteration 20F: 3 clusters Score -1962693 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1962873.000000 Penalty: 4770.430664
	Iteration 21Q: 3 clusters Score -1962873 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1963015.875000 Penalty: 4770.430664
	Iteration 22Q: 3 clusters Score -1963016 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1963129.375000 Penalty: 4770.430664
	Iteration 23Q: 3 clusters Score -1963129 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1963228.375000 Penalty: 4770.430664
	Iteration 24Q: 3 clusters Score -1963228 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1963287.500000 Penalty: 4770.430664
	Iteration 25Q: 3 clusters Score -1963288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1963329.875000 Penalty: 4770.430664
	Iteration 26Q: 3 clusters Score -1963330 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1963363.500000 Penalty: 4770.430664
	Iteration 27Q: 3 clusters Score -1963364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1963391.750000 Penalty: 4770.430664
	Iteration 28Q: 3 clusters Score -1963392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1963423.125000 Penalty: 4770.430664
	Iteration 29Q: 3 clusters Score -1963423 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1963435.875000 Penalty: 4770.430664
	Iteration 30Q: 3 clusters Score -1963436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1963454.000000 Penalty: 4770.430664
	Iteration 31Q: 3 clusters Score -1963454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1963469.500000 Penalty: 4770.430664
	Iteration 32Q: 3 clusters Score -1963470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1963486.625000 Penalty: 4770.430664
	Iteration 33Q: 3 clusters Score -1963487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1963504.375000 Penalty: 4770.430664
	Iteration 34Q: 3 clusters Score -1963504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1963512.375000 Penalty: 4770.430664
	Iteration 35Q: 3 clusters Score -1963512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1963516.750000 Penalty: 4770.430664
	Iteration 36Q: 3 clusters Score -1963517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1963522.375000 Penalty: 4770.430664
	Iteration 37Q: 3 clusters Score -1963522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1963527.750000 Penalty: 4770.430664
	Iteration 38Q: 3 clusters Score -1963528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1963528.375000 Penalty: 4770.430664
	Iteration 39Q: 3 clusters Score -1963528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1963530.375000 Penalty: 4770.430664
	Iteration 40F: 3 clusters Score -1963530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1963535.125000 Penalty: 4770.430664
	Iteration 41Q: 3 clusters Score -1963535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1963541.500000 Penalty: 4770.430664
	Iteration 42Q: 3 clusters Score -1963542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1963542.250000 Penalty: 4770.430664
	Iteration 43Q: 3 clusters Score -1963542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1963547.500000 Penalty: 4770.430664
	Iteration 44Q: 3 clusters Score -1963548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1963552.125000 Penalty: 4770.430664
	Iteration 45Q: 3 clusters Score -1963552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1963553.250000 Penalty: 4770.430664
	Iteration 46Q: 3 clusters Score -1963553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1963558.875000 Penalty: 4770.430664
	Iteration 47Q: 3 clusters Score -1963559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1963561.750000 Penalty: 4770.430664
	Iteration 48Q: 3 clusters Score -1963562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1963563.875000 Penalty: 4770.430664
	Iteration 49Q: 3 clusters Score -1963564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1963565.500000 Penalty: 4770.430664
	Iteration 50Q: 3 clusters Score -1963566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1963566.500000 Penalty: 4770.430664
	Iteration 51Q: 3 clusters Score -1963566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1963568.625000 Penalty: 4770.430664
	Iteration 52Q: 3 clusters Score -1963569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1963571.625000 Penalty: 4770.430664
	Iteration 53Q: 3 clusters Score -1963572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1963571.625000 Penalty: 4770.430664
	Iteration 54F: 3 clusters Score -1963572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88577 members 
Entering Unmasked Estep 
Score: -11490459.000000 Penalty: 2825.123535
	Iteration 0F: 2 clusters Score -1.149046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -11431189.000000 Penalty: 5650.247070
	Iteration 0F: 3 clusters Score -1.143119e+07 nChanged 41646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -11455817.000000 Penalty: 5650.247070
	Iteration 1F: 3 clusters Score -1.145582e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 51598 members 
Entering Unmasked Estep 
Score: -11457519.000000 Penalty: 5650.247070
	Iteration 2Q: 3 clusters Score -1.145752e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 55361 members 
Entering Unmasked Estep 
Score: -11460005.000000 Penalty: 5650.247070
	Iteration 3F: 3 clusters Score -1.146e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -11463696.000000 Penalty: 5650.247070
	Iteration 4F: 3 clusters Score -1.14637e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 66506 members 
Entering Unmasked Estep 
Score: -11468909.000000 Penalty: 5650.247070
	Iteration 5F: 3 clusters Score -1.146891e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -11474766.000000 Penalty: 5650.247070
	Iteration 6F: 3 clusters Score -1.147477e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 78439 members 
Entering Unmasked Estep 
Score: -11479929.000000 Penalty: 5650.247070
	Iteration 7F: 3 clusters Score -1.147993e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 82267 members 
Entering Unmasked Estep 
Score: -11483388.000000 Penalty: 5650.247070
	Iteration 8Q: 3 clusters Score -1.148339e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 84592 members 
Entering Unmasked Estep 
Score: -11485322.000000 Penalty: 5650.247070
	Iteration 9Q: 3 clusters Score -1.148532e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 85972 members 
Entering Unmasked Estep 
Score: -11486405.000000 Penalty: 5650.247070
	Iteration 10Q: 3 clusters Score -1.14864e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -11487056.000000 Penalty: 5650.247070
	Iteration 11Q: 3 clusters Score -1.148706e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 87270 members 
Entering Unmasked Estep 
Score: -11487416.000000 Penalty: 5650.247070
	Iteration 12Q: 3 clusters Score -1.148742e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -11487641.000000 Penalty: 5650.247070
	Iteration 13Q: 3 clusters Score -1.148764e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 87728 members 
Entering Unmasked Estep 
Score: -11487796.000000 Penalty: 5650.247070
	Iteration 14Q: 3 clusters Score -1.14878e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 87823 members 
Entering Unmasked Estep 
Score: -11487851.000000 Penalty: 5650.247070
	Iteration 15Q: 3 clusters Score -1.148785e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -11487914.000000 Penalty: 5650.247070
	Iteration 16Q: 3 clusters Score -1.148791e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 87937 members 
Entering Unmasked Estep 
Score: -11487932.000000 Penalty: 5650.247070
	Iteration 17Q: 3 clusters Score -1.148793e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 87966 members 
Entering Unmasked Estep 
Score: -11487962.000000 Penalty: 5650.247070
	Iteration 18Q: 3 clusters Score -1.148796e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 87984 members 
Entering Unmasked Estep 
Score: -11487973.000000 Penalty: 5650.247070
	Iteration 19Q: 3 clusters Score -1.148797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 87997 members 
Entering Unmasked Estep 
Score: -11487993.000000 Penalty: 5650.247070
	Iteration 20F: 3 clusters Score -1.148799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 88005 members 
Entering Unmasked Estep 
Score: -11488003.000000 Penalty: 5650.247070
	Iteration 21Q: 3 clusters Score -1.1488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 88017 members 
Entering Unmasked Estep 
Score: -11488020.000000 Penalty: 5650.247070
	Iteration 22Q: 3 clusters Score -1.148802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 88028 members 
Entering Unmasked Estep 
Score: -11488018.000000 Penalty: 5650.247070
	Iteration 23Q: 3 clusters Score -1.148802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 88037 members 
Entering Unmasked Estep 
Score: -11488033.000000 Penalty: 5650.247070
	Iteration 24Q: 3 clusters Score -1.148803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -11488045.000000 Penalty: 5650.247070
	Iteration 25Q: 3 clusters Score -1.148804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 88048 members 
Entering Unmasked Estep 
Score: -11488056.000000 Penalty: 5650.247070
	Iteration 26Q: 3 clusters Score -1.148806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 88052 members 
Entering Unmasked Estep 
Score: -11488063.000000 Penalty: 5650.247070
	Iteration 27Q: 3 clusters Score -1.148806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 88056 members 
Entering Unmasked Estep 
Score: -11488074.000000 Penalty: 5650.247070
	Iteration 28Q: 3 clusters Score -1.148807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 88058 members 
Entering Unmasked Estep 
Score: -11488074.000000 Penalty: 5650.247070
	Iteration 29Q: 3 clusters Score -1.148807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 88058 members 
Entering Unmasked Estep 
Score: -11488075.000000 Penalty: 5650.247070
	Iteration 30Q: 3 clusters Score -1.148808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -11488081.000000 Penalty: 5650.247070
	Iteration 31Q: 3 clusters Score -1.148808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -11488079.000000 Penalty: 5650.247070
	Iteration 32Q: 3 clusters Score -1.148808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -11488079.000000 Penalty: 5650.247070
	Iteration 33F: 3 clusters Score -1.148808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -356283.937500 Penalty: 1961.280029
	Iteration 0F: 2 clusters Score -356283.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -353188.875000 Penalty: 3922.560059
	Iteration 0F: 3 clusters Score -353188.9 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -353754.093750 Penalty: 3922.560059
	Iteration 1F: 3 clusters Score -353754.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -353902.875000 Penalty: 3922.560059
	Iteration 2F: 3 clusters Score -353902.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -354006.625000 Penalty: 3922.560059
	Iteration 3Q: 3 clusters Score -354006.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -354082.843750 Penalty: 3922.560059
	Iteration 4Q: 3 clusters Score -354082.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -354130.843750 Penalty: 3922.560059
	Iteration 5Q: 3 clusters Score -354130.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -354168.750000 Penalty: 3922.560059
	Iteration 6Q: 3 clusters Score -354168.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -354189.531250 Penalty: 3922.560059
	Iteration 7Q: 3 clusters Score -354189.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -354196.937500 Penalty: 3922.560059
	Iteration 8Q: 3 clusters Score -354196.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -354205.968750 Penalty: 3922.560059
	Iteration 9Q: 3 clusters Score -354206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -354215.125000 Penalty: 3922.560059
	Iteration 10Q: 3 clusters Score -354215.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -354221.656250 Penalty: 3922.560059
	Iteration 11Q: 3 clusters Score -354221.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -354231.218750 Penalty: 3922.560059
	Iteration 12Q: 3 clusters Score -354231.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -354240.437500 Penalty: 3922.560059
	Iteration 13Q: 3 clusters Score -354240.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -354248.562500 Penalty: 3922.560059
	Iteration 14Q: 3 clusters Score -354248.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -354253.312500 Penalty: 3922.560059
	Iteration 15Q: 3 clusters Score -354253.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -354258.968750 Penalty: 3922.560059
	Iteration 16Q: 3 clusters Score -354259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -354266.718750 Penalty: 3922.560059
	Iteration 17Q: 3 clusters Score -354266.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -354278.687500 Penalty: 3922.560059
	Iteration 18Q: 3 clusters Score -354278.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -354290.218750 Penalty: 3922.560059
	Iteration 19Q: 3 clusters Score -354290.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -354297.500000 Penalty: 3922.560059
	Iteration 20F: 3 clusters Score -354297.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -354302.968750 Penalty: 3922.560059
	Iteration 21Q: 3 clusters Score -354303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -354308.843750 Penalty: 3922.560059
	Iteration 22Q: 3 clusters Score -354308.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -354319.812500 Penalty: 3922.560059
	Iteration 23Q: 3 clusters Score -354319.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -354328.843750 Penalty: 3922.560059
	Iteration 24Q: 3 clusters Score -354328.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -354336.593750 Penalty: 3922.560059
	Iteration 25Q: 3 clusters Score -354336.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -354341.781250 Penalty: 3922.560059
	Iteration 26Q: 3 clusters Score -354341.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -354346.750000 Penalty: 3922.560059
	Iteration 27Q: 3 clusters Score -354346.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -354353.562500 Penalty: 3922.560059
	Iteration 28Q: 3 clusters Score -354353.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -354360.625000 Penalty: 3922.560059
	Iteration 29Q: 3 clusters Score -354360.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -354363.906250 Penalty: 3922.560059
	Iteration 30Q: 3 clusters Score -354363.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -354367.906250 Penalty: 3922.560059
	Iteration 31Q: 3 clusters Score -354367.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -354370.687500 Penalty: 3922.560059
	Iteration 32Q: 3 clusters Score -354370.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -354377.125000 Penalty: 3922.560059
	Iteration 33Q: 3 clusters Score -354377.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -354382.187500 Penalty: 3922.560059
	Iteration 34Q: 3 clusters Score -354382.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -354385.218750 Penalty: 3922.560059
	Iteration 35Q: 3 clusters Score -354385.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -354386.593750 Penalty: 3922.560059
	Iteration 36Q: 3 clusters Score -354386.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -354386.156250 Penalty: 3922.560059
	Iteration 37Q: 3 clusters Score -354386.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -354387.500000 Penalty: 3922.560059
	Iteration 38Q: 3 clusters Score -354387.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -354387.187500 Penalty: 3922.560059
	Iteration 39Q: 3 clusters Score -354387.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -354387.000000 Penalty: 3922.560059
	Iteration 40F: 3 clusters Score -354387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (96645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96645 members 
Entering Unmasked Estep 
Score: -12544897.000000 Penalty: 2846.742432
	Iteration 0F: 2 clusters Score -1.25449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -12480215.000000 Penalty: 5693.484863
	Iteration 0F: 3 clusters Score -1.248022e+07 nChanged 45644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -12506085.000000 Penalty: 5693.484863
	Iteration 1F: 3 clusters Score -1.250608e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -12506800.000000 Penalty: 5693.484863
	Iteration 2Q: 3 clusters Score -1.25068e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -12507692.000000 Penalty: 5693.484863
	Iteration 3Q: 3 clusters Score -1.250769e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57863 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -12509032.000000 Penalty: 5693.484863
	Iteration 4Q: 3 clusters Score -1.250903e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -12511604.000000 Penalty: 5693.484863
	Iteration 5F: 3 clusters Score -1.25116e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69785 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -12516546.000000 Penalty: 5693.484863
	Iteration 6F: 3 clusters Score -1.251655e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78586 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -12524222.000000 Penalty: 5693.484863
	Iteration 7F: 3 clusters Score -1.252422e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -12533160.000000 Penalty: 5693.484863
	Iteration 8F: 3 clusters Score -1.253316e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93313 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -12539135.000000 Penalty: 5693.484863
	Iteration 9F: 3 clusters Score -1.253914e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95662 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12541438.000000 Penalty: 5693.484863
	Iteration 10Q: 3 clusters Score -1.254144e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96243 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -12542017.000000 Penalty: 5693.484863
	Iteration 11Q: 3 clusters Score -1.254202e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96356 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -12542204.000000 Penalty: 5693.484863
	Iteration 12Q: 3 clusters Score -1.25422e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96394 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -12542283.000000 Penalty: 5693.484863
	Iteration 13Q: 3 clusters Score -1.254228e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96417 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -12542339.000000 Penalty: 5693.484863
	Iteration 14Q: 3 clusters Score -1.254234e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96428 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -12542365.000000 Penalty: 5693.484863
	Iteration 15Q: 3 clusters Score -1.254236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96436 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12542388.000000 Penalty: 5693.484863
	Iteration 16Q: 3 clusters Score -1.254239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96436 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12542402.000000 Penalty: 5693.484863
	Iteration 17Q: 3 clusters Score -1.25424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96436 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12542404.000000 Penalty: 5693.484863
	Iteration 18Q: 3 clusters Score -1.25424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96434 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -12542402.000000 Penalty: 5693.484863
	Iteration 19Q: 3 clusters Score -1.25424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96434 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -12542402.000000 Penalty: 5693.484863
	Iteration 20F: 3 clusters Score -1.25424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (70957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Entering Unmasked Estep 
Score: -9115523.000000 Penalty: 2770.117676
	Iteration 0F: 2 clusters Score -9115523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -9067980.000000 Penalty: 5540.235352
	Iteration 0F: 3 clusters Score -9067980 nChanged 33269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -9087015.000000 Penalty: 5540.235352
	Iteration 1F: 3 clusters Score -9087015 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -9088078.000000 Penalty: 5540.235352
	Iteration 2Q: 3 clusters Score -9088078 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -9089722.000000 Penalty: 5540.235352
	Iteration 3Q: 3 clusters Score -9089722 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -9092578.000000 Penalty: 5540.235352
	Iteration 4F: 3 clusters Score -9092578 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -9097075.000000 Penalty: 5540.235352
	Iteration 5F: 3 clusters Score -9097075 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60225 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -9102816.000000 Penalty: 5540.235352
	Iteration 6F: 3 clusters Score -9102816 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -9108021.000000 Penalty: 5540.235352
	Iteration 7F: 3 clusters Score -9108021 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -9111044.000000 Penalty: 5540.235352
	Iteration 8Q: 3 clusters Score -9111044 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69866 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9112338.000000 Penalty: 5540.235352
	Iteration 9Q: 3 clusters Score -9112338 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70371 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9112835.000000 Penalty: 5540.235352
	Iteration 10Q: 3 clusters Score -9112835 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9112962.000000 Penalty: 5540.235352
	Iteration 11Q: 3 clusters Score -9112962 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70586 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9113054.000000 Penalty: 5540.235352
	Iteration 12Q: 3 clusters Score -9113054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9113101.000000 Penalty: 5540.235352
	Iteration 13Q: 3 clusters Score -9113101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70635 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9113136.000000 Penalty: 5540.235352
	Iteration 14Q: 3 clusters Score -9113136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70642 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9113145.000000 Penalty: 5540.235352
	Iteration 15Q: 3 clusters Score -9113145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9113156.000000 Penalty: 5540.235352
	Iteration 16Q: 3 clusters Score -9113156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70653 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9113163.000000 Penalty: 5540.235352
	Iteration 17Q: 3 clusters Score -9113163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70655 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9113164.000000 Penalty: 5540.235352
	Iteration 18Q: 3 clusters Score -9113164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70653 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9113167.000000 Penalty: 5540.235352
	Iteration 19Q: 3 clusters Score -9113167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70653 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9113166.000000 Penalty: 5540.235352
	Iteration 20F: 3 clusters Score -9113166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9113174.000000 Penalty: 5540.235352
	Iteration 21Q: 3 clusters Score -9113174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70655 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9113171.000000 Penalty: 5540.235352
	Iteration 22Q: 3 clusters Score -9113171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70656 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9113177.000000 Penalty: 5540.235352
	Iteration 23Q: 3 clusters Score -9113177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70656 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9113177.000000 Penalty: 5540.235352
	Iteration 24F: 3 clusters Score -9113177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Entering Unmasked Estep 
Score: -3913860.250000 Penalty: 2558.834229
	Iteration 0F: 2 clusters Score -3913860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -3893142.500000 Penalty: 5117.668457
	Iteration 0F: 3 clusters Score -3893142 nChanged 13629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3900933.000000 Penalty: 5117.668457
	Iteration 1F: 3 clusters Score -3900933 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3902015.750000 Penalty: 5117.668457
	Iteration 2F: 3 clusters Score -3902016 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3903302.250000 Penalty: 5117.668457
	Iteration 3F: 3 clusters Score -3903302 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3904637.000000 Penalty: 5117.668457
	Iteration 4F: 3 clusters Score -3904637 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3905874.500000 Penalty: 5117.668457
	Iteration 5F: 3 clusters Score -3905874 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3907110.500000 Penalty: 5117.668457
	Iteration 6F: 3 clusters Score -3907110 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -3908334.250000 Penalty: 5117.668457
	Iteration 7F: 3 clusters Score -3908334 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -3909462.250000 Penalty: 5117.668457
	Iteration 8Q: 3 clusters Score -3909462 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -3910266.750000 Penalty: 5117.668457
	Iteration 9Q: 3 clusters Score -3910267 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3910706.250000 Penalty: 5117.668457
	Iteration 10Q: 3 clusters Score -3910706 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3910934.000000 Penalty: 5117.668457
	Iteration 11Q: 3 clusters Score -3910934 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -3911091.250000 Penalty: 5117.668457
	Iteration 12Q: 3 clusters Score -3911091 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -3911221.250000 Penalty: 5117.668457
	Iteration 13Q: 3 clusters Score -3911221 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3911301.500000 Penalty: 5117.668457
	Iteration 14Q: 3 clusters Score -3911302 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -3911380.500000 Penalty: 5117.668457
	Iteration 15Q: 3 clusters Score -3911380 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3911442.500000 Penalty: 5117.668457
	Iteration 16Q: 3 clusters Score -3911442 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3911500.000000 Penalty: 5117.668457
	Iteration 17Q: 3 clusters Score -3911500 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3911548.000000 Penalty: 5117.668457
	Iteration 18Q: 3 clusters Score -3911548 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3911600.500000 Penalty: 5117.668457
	Iteration 19Q: 3 clusters Score -3911600 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3911635.750000 Penalty: 5117.668457
	Iteration 20F: 3 clusters Score -3911636 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3911663.250000 Penalty: 5117.668457
	Iteration 21Q: 3 clusters Score -3911663 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3911699.000000 Penalty: 5117.668457
	Iteration 22Q: 3 clusters Score -3911699 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3911721.750000 Penalty: 5117.668457
	Iteration 23Q: 3 clusters Score -3911722 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3911746.250000 Penalty: 5117.668457
	Iteration 24Q: 3 clusters Score -3911746 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -3911774.500000 Penalty: 5117.668457
	Iteration 25Q: 3 clusters Score -3911774 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3911780.500000 Penalty: 5117.668457
	Iteration 26Q: 3 clusters Score -3911780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3911798.500000 Penalty: 5117.668457
	Iteration 27Q: 3 clusters Score -3911798 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -3911803.750000 Penalty: 5117.668457
	Iteration 28Q: 3 clusters Score -3911804 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -3911809.000000 Penalty: 5117.668457
	Iteration 29Q: 3 clusters Score -3911809 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3911821.250000 Penalty: 5117.668457
	Iteration 30Q: 3 clusters Score -3911821 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -3911825.500000 Penalty: 5117.668457
	Iteration 31Q: 3 clusters Score -3911826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -3911825.500000 Penalty: 5117.668457
	Iteration 32Q: 3 clusters Score -3911826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3911826.500000 Penalty: 5117.668457
	Iteration 33Q: 3 clusters Score -3911826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -3911829.250000 Penalty: 5117.668457
	Iteration 34Q: 3 clusters Score -3911829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3911837.000000 Penalty: 5117.668457
	Iteration 35Q: 3 clusters Score -3911837 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -3911836.000000 Penalty: 5117.668457
	Iteration 36Q: 3 clusters Score -3911836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3911844.250000 Penalty: 5117.668457
	Iteration 37Q: 3 clusters Score -3911844 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -3911849.000000 Penalty: 5117.668457
	Iteration 38Q: 3 clusters Score -3911849 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -3911855.250000 Penalty: 5117.668457
	Iteration 39Q: 3 clusters Score -3911855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3911856.750000 Penalty: 5117.668457
	Iteration 40F: 3 clusters Score -3911857 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -3911853.000000 Penalty: 5117.668457
	Iteration 41Q: 3 clusters Score -3911853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -3911859.750000 Penalty: 5117.668457
	Iteration 42Q: 3 clusters Score -3911860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3911862.000000 Penalty: 5117.668457
	Iteration 43Q: 3 clusters Score -3911862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -3911868.000000 Penalty: 5117.668457
	Iteration 44Q: 3 clusters Score -3911868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -3911868.750000 Penalty: 5117.668457
	Iteration 45Q: 3 clusters Score -3911869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3911877.250000 Penalty: 5117.668457
	Iteration 46Q: 3 clusters Score -3911877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3911878.000000 Penalty: 5117.668457
	Iteration 47Q: 3 clusters Score -3911878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3911891.250000 Penalty: 5117.668457
	Iteration 48Q: 3 clusters Score -3911891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3911896.500000 Penalty: 5117.668457
	Iteration 49Q: 3 clusters Score -3911896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -3911901.500000 Penalty: 5117.668457
	Iteration 50Q: 3 clusters Score -3911902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3911906.000000 Penalty: 5117.668457
	Iteration 51Q: 3 clusters Score -3911906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3911908.000000 Penalty: 5117.668457
	Iteration 52Q: 3 clusters Score -3911908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3911904.500000 Penalty: 5117.668457
	Iteration 53Q: 3 clusters Score -3911904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3911914.000000 Penalty: 5117.668457
	Iteration 54Q: 3 clusters Score -3911914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -3911912.500000 Penalty: 5117.668457
	Iteration 55Q: 3 clusters Score -3911912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3911916.500000 Penalty: 5117.668457
	Iteration 56Q: 3 clusters Score -3911916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -3911924.750000 Penalty: 5117.668457
	Iteration 57Q: 3 clusters Score -3911925 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3911928.250000 Penalty: 5117.668457
	Iteration 58Q: 3 clusters Score -3911928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -3911923.250000 Penalty: 5117.668457
	Iteration 59Q: 3 clusters Score -3911923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -3911926.250000 Penalty: 5117.668457
	Iteration 60F: 3 clusters Score -3911926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3911930.500000 Penalty: 5117.668457
	Iteration 61Q: 3 clusters Score -3911930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3911938.000000 Penalty: 5117.668457
	Iteration 62Q: 3 clusters Score -3911938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3911945.750000 Penalty: 5117.668457
	Iteration 63Q: 3 clusters Score -3911946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3911944.000000 Penalty: 5117.668457
	Iteration 64Q: 3 clusters Score -3911944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3911940.250000 Penalty: 5117.668457
	Iteration 65Q: 3 clusters Score -3911940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -3911946.500000 Penalty: 5117.668457
	Iteration 66Q: 3 clusters Score -3911946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3911951.500000 Penalty: 5117.668457
	Iteration 67Q: 3 clusters Score -3911952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -3911956.750000 Penalty: 5117.668457
	Iteration 68Q: 3 clusters Score -3911957 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3911967.250000 Penalty: 5117.668457
	Iteration 69Q: 3 clusters Score -3911967 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -3911968.500000 Penalty: 5117.668457
	Iteration 70Q: 3 clusters Score -3911968 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -3911972.750000 Penalty: 5117.668457
	Iteration 71Q: 3 clusters Score -3911973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -3911977.250000 Penalty: 5117.668457
	Iteration 72Q: 3 clusters Score -3911977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -3911982.500000 Penalty: 5117.668457
	Iteration 73Q: 3 clusters Score -3911982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -3911991.000000 Penalty: 5117.668457
	Iteration 74Q: 3 clusters Score -3911991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3911996.000000 Penalty: 5117.668457
	Iteration 75Q: 3 clusters Score -3911996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -3911992.000000 Penalty: 5117.668457
	Iteration 76Q: 3 clusters Score -3911992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -3911994.500000 Penalty: 5117.668457
	Iteration 77Q: 3 clusters Score -3911994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3911997.500000 Penalty: 5117.668457
	Iteration 78Q: 3 clusters Score -3911998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -3911998.500000 Penalty: 5117.668457
	Iteration 79Q: 3 clusters Score -3911998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -3911999.500000 Penalty: 5117.668457
	Iteration 80F: 3 clusters Score -3912000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -3912004.750000 Penalty: 5117.668457
	Iteration 81Q: 3 clusters Score -3912005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3912006.500000 Penalty: 5117.668457
	Iteration 82Q: 3 clusters Score -3912006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3912004.250000 Penalty: 5117.668457
	Iteration 83Q: 3 clusters Score -3912004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -3912009.000000 Penalty: 5117.668457
	Iteration 84Q: 3 clusters Score -3912009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -3912007.000000 Penalty: 5117.668457
	Iteration 85Q: 3 clusters Score -3912007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3912008.000000 Penalty: 5117.668457
	Iteration 86Q: 3 clusters Score -3912008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3912009.500000 Penalty: 5117.668457
	Iteration 87Q: 3 clusters Score -3912010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -3912005.000000 Penalty: 5117.668457
	Iteration 88Q: 3 clusters Score -3912005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3912001.500000 Penalty: 5117.668457
	Iteration 89Q: 3 clusters Score -3912002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -3912003.250000 Penalty: 5117.668457
	Iteration 90Q: 3 clusters Score -3912003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -3912006.000000 Penalty: 5117.668457
	Iteration 91Q: 3 clusters Score -3912006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3912005.500000 Penalty: 5117.668457
	Iteration 92Q: 3 clusters Score -3912006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3912006.500000 Penalty: 5117.668457
	Iteration 93Q: 3 clusters Score -3912006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3912015.750000 Penalty: 5117.668457
	Iteration 94Q: 3 clusters Score -3912016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -3912016.000000 Penalty: 5117.668457
	Iteration 95Q: 3 clusters Score -3912016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -3912012.250000 Penalty: 5117.668457
	Iteration 96Q: 3 clusters Score -3912012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3912014.250000 Penalty: 5117.668457
	Iteration 97Q: 3 clusters Score -3912014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3912015.750000 Penalty: 5117.668457
	Iteration 98Q: 3 clusters Score -3912016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3912012.750000 Penalty: 5117.668457
	Iteration 99Q: 3 clusters Score -3912013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3912012.750000 Penalty: 5117.668457
	Iteration 100F: 3 clusters Score -3912013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Entering Unmasked Estep 
Score: -741179.812500 Penalty: 2161.253662
	Iteration 0F: 2 clusters Score -741179.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -736007.000000 Penalty: 4322.507324
	Iteration 0F: 3 clusters Score -736007 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -737378.187500 Penalty: 4322.507324
	Iteration 1F: 3 clusters Score -737378.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -737608.562500 Penalty: 4322.507324
	Iteration 2F: 3 clusters Score -737608.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -737732.625000 Penalty: 4322.507324
	Iteration 3Q: 3 clusters Score -737732.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -737823.937500 Penalty: 4322.507324
	Iteration 4Q: 3 clusters Score -737823.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -737900.437500 Penalty: 4322.507324
	Iteration 5Q: 3 clusters Score -737900.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -737956.062500 Penalty: 4322.507324
	Iteration 6Q: 3 clusters Score -737956.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -738010.000000 Penalty: 4322.507324
	Iteration 7Q: 3 clusters Score -738010 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -738056.937500 Penalty: 4322.507324
	Iteration 8Q: 3 clusters Score -738056.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -738097.625000 Penalty: 4322.507324
	Iteration 9Q: 3 clusters Score -738097.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -738137.250000 Penalty: 4322.507324
	Iteration 10Q: 3 clusters Score -738137.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -738174.562500 Penalty: 4322.507324
	Iteration 11Q: 3 clusters Score -738174.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -738223.375000 Penalty: 4322.507324
	Iteration 12Q: 3 clusters Score -738223.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -738277.562500 Penalty: 4322.507324
	Iteration 13Q: 3 clusters Score -738277.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -738338.187500 Penalty: 4322.507324
	Iteration 14Q: 3 clusters Score -738338.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -738410.875000 Penalty: 4322.507324
	Iteration 15Q: 3 clusters Score -738410.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -738477.250000 Penalty: 4322.507324
	Iteration 16Q: 3 clusters Score -738477.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -738544.625000 Penalty: 4322.507324
	Iteration 17Q: 3 clusters Score -738544.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -738603.312500 Penalty: 4322.507324
	Iteration 18Q: 3 clusters Score -738603.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -738660.187500 Penalty: 4322.507324
	Iteration 19Q: 3 clusters Score -738660.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -738724.812500 Penalty: 4322.507324
	Iteration 20F: 3 clusters Score -738724.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -738776.250000 Penalty: 4322.507324
	Iteration 21Q: 3 clusters Score -738776.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -738823.625000 Penalty: 4322.507324
	Iteration 22Q: 3 clusters Score -738823.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -738865.000000 Penalty: 4322.507324
	Iteration 23Q: 3 clusters Score -738865 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -738901.312500 Penalty: 4322.507324
	Iteration 24Q: 3 clusters Score -738901.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -738928.125000 Penalty: 4322.507324
	Iteration 25Q: 3 clusters Score -738928.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -738950.125000 Penalty: 4322.507324
	Iteration 26Q: 3 clusters Score -738950.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -738964.625000 Penalty: 4322.507324
	Iteration 27Q: 3 clusters Score -738964.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -738977.625000 Penalty: 4322.507324
	Iteration 28Q: 3 clusters Score -738977.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -738991.500000 Penalty: 4322.507324
	Iteration 29Q: 3 clusters Score -738991.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -739005.312500 Penalty: 4322.507324
	Iteration 30Q: 3 clusters Score -739005.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -739019.187500 Penalty: 4322.507324
	Iteration 31Q: 3 clusters Score -739019.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -739027.875000 Penalty: 4322.507324
	Iteration 32Q: 3 clusters Score -739027.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -739042.875000 Penalty: 4322.507324
	Iteration 33Q: 3 clusters Score -739042.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -739060.437500 Penalty: 4322.507324
	Iteration 34Q: 3 clusters Score -739060.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -739076.625000 Penalty: 4322.507324
	Iteration 35Q: 3 clusters Score -739076.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -739089.312500 Penalty: 4322.507324
	Iteration 36Q: 3 clusters Score -739089.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -739105.625000 Penalty: 4322.507324
	Iteration 37Q: 3 clusters Score -739105.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -739120.812500 Penalty: 4322.507324
	Iteration 38Q: 3 clusters Score -739120.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -739136.312500 Penalty: 4322.507324
	Iteration 39Q: 3 clusters Score -739136.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -739156.750000 Penalty: 4322.507324
	Iteration 40F: 3 clusters Score -739156.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -739175.937500 Penalty: 4322.507324
	Iteration 41Q: 3 clusters Score -739175.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -739194.812500 Penalty: 4322.507324
	Iteration 42Q: 3 clusters Score -739194.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -739211.375000 Penalty: 4322.507324
	Iteration 43Q: 3 clusters Score -739211.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -739220.625000 Penalty: 4322.507324
	Iteration 44Q: 3 clusters Score -739220.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -739229.875000 Penalty: 4322.507324
	Iteration 45Q: 3 clusters Score -739229.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -739236.000000 Penalty: 4322.507324
	Iteration 46Q: 3 clusters Score -739236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -739239.312500 Penalty: 4322.507324
	Iteration 47Q: 3 clusters Score -739239.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -739246.687500 Penalty: 4322.507324
	Iteration 48Q: 3 clusters Score -739246.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -739255.937500 Penalty: 4322.507324
	Iteration 49Q: 3 clusters Score -739255.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -739268.312500 Penalty: 4322.507324
	Iteration 50Q: 3 clusters Score -739268.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -739279.875000 Penalty: 4322.507324
	Iteration 51Q: 3 clusters Score -739279.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -739284.750000 Penalty: 4322.507324
	Iteration 52Q: 3 clusters Score -739284.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -739295.562500 Penalty: 4322.507324
	Iteration 53Q: 3 clusters Score -739295.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -739309.062500 Penalty: 4322.507324
	Iteration 54Q: 3 clusters Score -739309.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -739319.312500 Penalty: 4322.507324
	Iteration 55Q: 3 clusters Score -739319.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -739331.937500 Penalty: 4322.507324
	Iteration 56Q: 3 clusters Score -739331.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -739346.437500 Penalty: 4322.507324
	Iteration 57Q: 3 clusters Score -739346.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -739359.125000 Penalty: 4322.507324
	Iteration 58Q: 3 clusters Score -739359.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -739367.375000 Penalty: 4322.507324
	Iteration 59Q: 3 clusters Score -739367.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -739373.250000 Penalty: 4322.507324
	Iteration 60F: 3 clusters Score -739373.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -739377.625000 Penalty: 4322.507324
	Iteration 61Q: 3 clusters Score -739377.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -739383.437500 Penalty: 4322.507324
	Iteration 62Q: 3 clusters Score -739383.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -739393.937500 Penalty: 4322.507324
	Iteration 63Q: 3 clusters Score -739393.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -739398.937500 Penalty: 4322.507324
	Iteration 64Q: 3 clusters Score -739398.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -739405.812500 Penalty: 4322.507324
	Iteration 65Q: 3 clusters Score -739405.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -739408.875000 Penalty: 4322.507324
	Iteration 66Q: 3 clusters Score -739408.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -739414.312500 Penalty: 4322.507324
	Iteration 67Q: 3 clusters Score -739414.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -739419.375000 Penalty: 4322.507324
	Iteration 68Q: 3 clusters Score -739419.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -739425.125000 Penalty: 4322.507324
	Iteration 69Q: 3 clusters Score -739425.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -739430.062500 Penalty: 4322.507324
	Iteration 70Q: 3 clusters Score -739430.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -739432.437500 Penalty: 4322.507324
	Iteration 71Q: 3 clusters Score -739432.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -739434.187500 Penalty: 4322.507324
	Iteration 72Q: 3 clusters Score -739434.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -739434.750000 Penalty: 4322.507324
	Iteration 73Q: 3 clusters Score -739434.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -739436.250000 Penalty: 4322.507324
	Iteration 74Q: 3 clusters Score -739436.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -739436.250000 Penalty: 4322.507324
	Iteration 75F: 3 clusters Score -739436.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Entering Unmasked Estep 
Score: -1383371.625000 Penalty: 2318.696045
	Iteration 0F: 2 clusters Score -1383372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1374727.750000 Penalty: 4637.392090
	Iteration 0F: 3 clusters Score -1374728 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1377550.750000 Penalty: 4637.392090
	Iteration 1F: 3 clusters Score -1377551 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1378171.875000 Penalty: 4637.392090
	Iteration 2F: 3 clusters Score -1378172 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1378849.000000 Penalty: 4637.392090
	Iteration 3F: 3 clusters Score -1378849 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1379680.625000 Penalty: 4637.392090
	Iteration 4F: 3 clusters Score -1379681 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1380455.125000 Penalty: 4637.392090
	Iteration 5F: 3 clusters Score -1380455 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1381076.125000 Penalty: 4637.392090
	Iteration 6F: 3 clusters Score -1381076 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1381489.125000 Penalty: 4637.392090
	Iteration 7Q: 3 clusters Score -1381489 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1381688.625000 Penalty: 4637.392090
	Iteration 8Q: 3 clusters Score -1381689 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1381791.875000 Penalty: 4637.392090
	Iteration 9Q: 3 clusters Score -1381792 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1381853.625000 Penalty: 4637.392090
	Iteration 10Q: 3 clusters Score -1381854 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1381894.000000 Penalty: 4637.392090
	Iteration 11Q: 3 clusters Score -1381894 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1381932.500000 Penalty: 4637.392090
	Iteration 12Q: 3 clusters Score -1381932 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1381956.250000 Penalty: 4637.392090
	Iteration 13Q: 3 clusters Score -1381956 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1381980.500000 Penalty: 4637.392090
	Iteration 14Q: 3 clusters Score -1381980 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1381999.000000 Penalty: 4637.392090
	Iteration 15Q: 3 clusters Score -1381999 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1382031.500000 Penalty: 4637.392090
	Iteration 16Q: 3 clusters Score -1382032 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1382067.875000 Penalty: 4637.392090
	Iteration 17Q: 3 clusters Score -1382068 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1382103.000000 Penalty: 4637.392090
	Iteration 18Q: 3 clusters Score -1382103 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1382139.625000 Penalty: 4637.392090
	Iteration 19Q: 3 clusters Score -1382140 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1382191.750000 Penalty: 4637.392090
	Iteration 20F: 3 clusters Score -1382192 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1382248.000000 Penalty: 4637.392090
	Iteration 21Q: 3 clusters Score -1382248 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1382323.750000 Penalty: 4637.392090
	Iteration 22Q: 3 clusters Score -1382324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1382370.125000 Penalty: 4637.392090
	Iteration 23Q: 3 clusters Score -1382370 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1382419.125000 Penalty: 4637.392090
	Iteration 24Q: 3 clusters Score -1382419 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1382446.000000 Penalty: 4637.392090
	Iteration 25Q: 3 clusters Score -1382446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1382451.250000 Penalty: 4637.392090
	Iteration 26Q: 3 clusters Score -1382451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1382466.500000 Penalty: 4637.392090
	Iteration 27Q: 3 clusters Score -1382466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1382474.375000 Penalty: 4637.392090
	Iteration 28Q: 3 clusters Score -1382474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1382479.625000 Penalty: 4637.392090
	Iteration 29Q: 3 clusters Score -1382480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1382485.875000 Penalty: 4637.392090
	Iteration 30Q: 3 clusters Score -1382486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1382487.625000 Penalty: 4637.392090
	Iteration 31Q: 3 clusters Score -1382488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1382488.000000 Penalty: 4637.392090
	Iteration 32Q: 3 clusters Score -1382488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1382492.500000 Penalty: 4637.392090
	Iteration 33Q: 3 clusters Score -1382492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1382492.250000 Penalty: 4637.392090
	Iteration 34Q: 3 clusters Score -1382492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1382492.250000 Penalty: 4637.392090
	Iteration 35F: 3 clusters Score -1382492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Entering Unmasked Estep 
Score: -436785.781250 Penalty: 2057.790771
	Iteration 0F: 2 clusters Score -436785.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -432948.531250 Penalty: 4115.581543
	Iteration 0F: 3 clusters Score -432948.5 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -433971.687500 Penalty: 4115.581543
	Iteration 1F: 3 clusters Score -433971.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -434205.687500 Penalty: 4115.581543
	Iteration 2F: 3 clusters Score -434205.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -434372.750000 Penalty: 4115.581543
	Iteration 3F: 3 clusters Score -434372.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -434497.968750 Penalty: 4115.581543
	Iteration 4Q: 3 clusters Score -434498 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -434604.468750 Penalty: 4115.581543
	Iteration 5Q: 3 clusters Score -434604.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -434714.156250 Penalty: 4115.581543
	Iteration 6Q: 3 clusters Score -434714.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -434791.250000 Penalty: 4115.581543
	Iteration 7Q: 3 clusters Score -434791.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -434837.625000 Penalty: 4115.581543
	Iteration 8Q: 3 clusters Score -434837.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -434879.687500 Penalty: 4115.581543
	Iteration 9Q: 3 clusters Score -434879.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -434919.312500 Penalty: 4115.581543
	Iteration 10Q: 3 clusters Score -434919.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -434961.500000 Penalty: 4115.581543
	Iteration 11Q: 3 clusters Score -434961.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -434988.500000 Penalty: 4115.581543
	Iteration 12Q: 3 clusters Score -434988.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -435005.437500 Penalty: 4115.581543
	Iteration 13Q: 3 clusters Score -435005.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -435023.125000 Penalty: 4115.581543
	Iteration 14Q: 3 clusters Score -435023.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -435048.062500 Penalty: 4115.581543
	Iteration 15Q: 3 clusters Score -435048.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -435071.562500 Penalty: 4115.581543
	Iteration 16Q: 3 clusters Score -435071.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -435092.937500 Penalty: 4115.581543
	Iteration 17Q: 3 clusters Score -435092.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -435118.375000 Penalty: 4115.581543
	Iteration 18Q: 3 clusters Score -435118.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -435143.468750 Penalty: 4115.581543
	Iteration 19Q: 3 clusters Score -435143.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -435167.531250 Penalty: 4115.581543
	Iteration 20F: 3 clusters Score -435167.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -435193.937500 Penalty: 4115.581543
	Iteration 21Q: 3 clusters Score -435193.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -435214.625000 Penalty: 4115.581543
	Iteration 22Q: 3 clusters Score -435214.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -435239.875000 Penalty: 4115.581543
	Iteration 23Q: 3 clusters Score -435239.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -435270.687500 Penalty: 4115.581543
	Iteration 24Q: 3 clusters Score -435270.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -435310.750000 Penalty: 4115.581543
	Iteration 25Q: 3 clusters Score -435310.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -435341.218750 Penalty: 4115.581543
	Iteration 26Q: 3 clusters Score -435341.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -435372.281250 Penalty: 4115.581543
	Iteration 27Q: 3 clusters Score -435372.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -435401.781250 Penalty: 4115.581543
	Iteration 28Q: 3 clusters Score -435401.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -435431.531250 Penalty: 4115.581543
	Iteration 29Q: 3 clusters Score -435431.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -435464.250000 Penalty: 4115.581543
	Iteration 30Q: 3 clusters Score -435464.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -435494.218750 Penalty: 4115.581543
	Iteration 31Q: 3 clusters Score -435494.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -435512.468750 Penalty: 4115.581543
	Iteration 32Q: 3 clusters Score -435512.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -435533.375000 Penalty: 4115.581543
	Iteration 33Q: 3 clusters Score -435533.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -435575.156250 Penalty: 4115.581543
	Iteration 34Q: 3 clusters Score -435575.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -435606.781250 Penalty: 4115.581543
	Iteration 35Q: 3 clusters Score -435606.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -435629.656250 Penalty: 4115.581543
	Iteration 36Q: 3 clusters Score -435629.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -435652.187500 Penalty: 4115.581543
	Iteration 37Q: 3 clusters Score -435652.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -435670.687500 Penalty: 4115.581543
	Iteration 38Q: 3 clusters Score -435670.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -435684.000000 Penalty: 4115.581543
	Iteration 39Q: 3 clusters Score -435684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -435700.062500 Penalty: 4115.581543
	Iteration 40F: 3 clusters Score -435700.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -435714.843750 Penalty: 4115.581543
	Iteration 41Q: 3 clusters Score -435714.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -435724.500000 Penalty: 4115.581543
	Iteration 42Q: 3 clusters Score -435724.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -435734.687500 Penalty: 4115.581543
	Iteration 43Q: 3 clusters Score -435734.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -435742.531250 Penalty: 4115.581543
	Iteration 44Q: 3 clusters Score -435742.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -435752.156250 Penalty: 4115.581543
	Iteration 45Q: 3 clusters Score -435752.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -435757.906250 Penalty: 4115.581543
	Iteration 46Q: 3 clusters Score -435757.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -435764.937500 Penalty: 4115.581543
	Iteration 47Q: 3 clusters Score -435764.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -435768.468750 Penalty: 4115.581543
	Iteration 48Q: 3 clusters Score -435768.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -435770.968750 Penalty: 4115.581543
	Iteration 49Q: 3 clusters Score -435771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -435773.093750 Penalty: 4115.581543
	Iteration 50Q: 3 clusters Score -435773.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -435777.375000 Penalty: 4115.581543
	Iteration 51Q: 3 clusters Score -435777.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -435780.468750 Penalty: 4115.581543
	Iteration 52Q: 3 clusters Score -435780.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -435783.375000 Penalty: 4115.581543
	Iteration 53Q: 3 clusters Score -435783.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -435786.156250 Penalty: 4115.581543
	Iteration 54Q: 3 clusters Score -435786.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -435786.812500 Penalty: 4115.581543
	Iteration 55Q: 3 clusters Score -435786.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -435787.593750 Penalty: 4115.581543
	Iteration 56Q: 3 clusters Score -435787.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -435788.187500 Penalty: 4115.581543
	Iteration 57Q: 3 clusters Score -435788.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -435789.500000 Penalty: 4115.581543
	Iteration 58Q: 3 clusters Score -435789.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -435789.500000 Penalty: 4115.581543
	Iteration 59F: 3 clusters Score -435789.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (48730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Entering Unmasked Estep 
Score: -6264355.000000 Penalty: 2676.924561
	Iteration 0F: 2 clusters Score -6264355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -6231469.500000 Penalty: 5353.849121
	Iteration 0F: 3 clusters Score -6231470 nChanged 22323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -6243957.500000 Penalty: 5353.849121
	Iteration 1F: 3 clusters Score -6243958 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -6244584.500000 Penalty: 5353.849121
	Iteration 2Q: 3 clusters Score -6244584 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -6245203.500000 Penalty: 5353.849121
	Iteration 3Q: 3 clusters Score -6245204 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -6245778.000000 Penalty: 5353.849121
	Iteration 4Q: 3 clusters Score -6245778 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -6246477.000000 Penalty: 5353.849121
	Iteration 5Q: 3 clusters Score -6246477 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -6247321.000000 Penalty: 5353.849121
	Iteration 6Q: 3 clusters Score -6247321 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -6248471.500000 Penalty: 5353.849121
	Iteration 7Q: 3 clusters Score -6248472 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -6249869.000000 Penalty: 5353.849121
	Iteration 8F: 3 clusters Score -6249869 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -6251628.000000 Penalty: 5353.849121
	Iteration 9F: 3 clusters Score -6251628 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -6253375.000000 Penalty: 5353.849121
	Iteration 10F: 3 clusters Score -6253375 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -6255111.500000 Penalty: 5353.849121
	Iteration 11Q: 3 clusters Score -6255112 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -6256666.000000 Penalty: 5353.849121
	Iteration 12Q: 3 clusters Score -6256666 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -6257866.000000 Penalty: 5353.849121
	Iteration 13Q: 3 clusters Score -6257866 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -6258661.000000 Penalty: 5353.849121
	Iteration 14Q: 3 clusters Score -6258661 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -6259080.500000 Penalty: 5353.849121
	Iteration 15Q: 3 clusters Score -6259080 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -6259426.500000 Penalty: 5353.849121
	Iteration 16Q: 3 clusters Score -6259426 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -6259675.500000 Penalty: 5353.849121
	Iteration 17Q: 3 clusters Score -6259676 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -6259894.500000 Penalty: 5353.849121
	Iteration 18Q: 3 clusters Score -6259894 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -6260102.000000 Penalty: 5353.849121
	Iteration 19Q: 3 clusters Score -6260102 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -6260375.500000 Penalty: 5353.849121
	Iteration 20F: 3 clusters Score -6260376 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -6260570.500000 Penalty: 5353.849121
	Iteration 21Q: 3 clusters Score -6260570 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -6260742.500000 Penalty: 5353.849121
	Iteration 22Q: 3 clusters Score -6260742 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -6260915.500000 Penalty: 5353.849121
	Iteration 23Q: 3 clusters Score -6260916 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -6261060.500000 Penalty: 5353.849121
	Iteration 24Q: 3 clusters Score -6261060 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -6261184.500000 Penalty: 5353.849121
	Iteration 25Q: 3 clusters Score -6261184 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -6261313.500000 Penalty: 5353.849121
	Iteration 26Q: 3 clusters Score -6261314 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -6261402.500000 Penalty: 5353.849121
	Iteration 27Q: 3 clusters Score -6261402 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -6261481.000000 Penalty: 5353.849121
	Iteration 28Q: 3 clusters Score -6261481 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -6261547.000000 Penalty: 5353.849121
	Iteration 29Q: 3 clusters Score -6261547 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -6261617.500000 Penalty: 5353.849121
	Iteration 30Q: 3 clusters Score -6261618 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -6261649.500000 Penalty: 5353.849121
	Iteration 31Q: 3 clusters Score -6261650 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -6261667.500000 Penalty: 5353.849121
	Iteration 32Q: 3 clusters Score -6261668 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -6261736.500000 Penalty: 5353.849121
	Iteration 33Q: 3 clusters Score -6261736 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -6261771.500000 Penalty: 5353.849121
	Iteration 34Q: 3 clusters Score -6261772 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -6261834.000000 Penalty: 5353.849121
	Iteration 35Q: 3 clusters Score -6261834 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -6261881.000000 Penalty: 5353.849121
	Iteration 36Q: 3 clusters Score -6261881 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -6261911.000000 Penalty: 5353.849121
	Iteration 37Q: 3 clusters Score -6261911 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -6261946.500000 Penalty: 5353.849121
	Iteration 38Q: 3 clusters Score -6261946 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -6261970.500000 Penalty: 5353.849121
	Iteration 39Q: 3 clusters Score -6261970 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -6262019.000000 Penalty: 5353.849121
	Iteration 40F: 3 clusters Score -6262019 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -6262062.500000 Penalty: 5353.849121
	Iteration 41Q: 3 clusters Score -6262062 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -6262102.000000 Penalty: 5353.849121
	Iteration 42Q: 3 clusters Score -6262102 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -6262103.500000 Penalty: 5353.849121
	Iteration 43Q: 3 clusters Score -6262104 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -6262141.000000 Penalty: 5353.849121
	Iteration 44Q: 3 clusters Score -6262141 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -6262159.500000 Penalty: 5353.849121
	Iteration 45Q: 3 clusters Score -6262160 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -6262178.000000 Penalty: 5353.849121
	Iteration 46Q: 3 clusters Score -6262178 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -6262186.500000 Penalty: 5353.849121
	Iteration 47Q: 3 clusters Score -6262186 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -6262204.500000 Penalty: 5353.849121
	Iteration 48Q: 3 clusters Score -6262204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -6262212.500000 Penalty: 5353.849121
	Iteration 49Q: 3 clusters Score -6262212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -6262224.000000 Penalty: 5353.849121
	Iteration 50Q: 3 clusters Score -6262224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -6262253.500000 Penalty: 5353.849121
	Iteration 51Q: 3 clusters Score -6262254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -6262250.500000 Penalty: 5353.849121
	Iteration 52Q: 3 clusters Score -6262250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -6262262.500000 Penalty: 5353.849121
	Iteration 53Q: 3 clusters Score -6262262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -6262270.500000 Penalty: 5353.849121
	Iteration 54Q: 3 clusters Score -6262270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -6262288.000000 Penalty: 5353.849121
	Iteration 55Q: 3 clusters Score -6262288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -6262289.000000 Penalty: 5353.849121
	Iteration 56Q: 3 clusters Score -6262289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -6262300.500000 Penalty: 5353.849121
	Iteration 57Q: 3 clusters Score -6262300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -6262305.500000 Penalty: 5353.849121
	Iteration 58Q: 3 clusters Score -6262306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -6262323.500000 Penalty: 5353.849121
	Iteration 59Q: 3 clusters Score -6262324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -6262335.000000 Penalty: 5353.849121
	Iteration 60F: 3 clusters Score -6262335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -6262343.500000 Penalty: 5353.849121
	Iteration 61Q: 3 clusters Score -6262344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -6262341.000000 Penalty: 5353.849121
	Iteration 62Q: 3 clusters Score -6262341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -6262340.500000 Penalty: 5353.849121
	Iteration 63Q: 3 clusters Score -6262340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -6262347.500000 Penalty: 5353.849121
	Iteration 64Q: 3 clusters Score -6262348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -6262351.000000 Penalty: 5353.849121
	Iteration 65Q: 3 clusters Score -6262351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -6262360.000000 Penalty: 5353.849121
	Iteration 66Q: 3 clusters Score -6262360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -6262358.000000 Penalty: 5353.849121
	Iteration 67Q: 3 clusters Score -6262358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -6262371.000000 Penalty: 5353.849121
	Iteration 68Q: 3 clusters Score -6262371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -6262377.000000 Penalty: 5353.849121
	Iteration 69Q: 3 clusters Score -6262377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -6262376.500000 Penalty: 5353.849121
	Iteration 70Q: 3 clusters Score -6262376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -6262384.500000 Penalty: 5353.849121
	Iteration 71Q: 3 clusters Score -6262384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -6262382.500000 Penalty: 5353.849121
	Iteration 72Q: 3 clusters Score -6262382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -6262389.000000 Penalty: 5353.849121
	Iteration 73Q: 3 clusters Score -6262389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -6262386.500000 Penalty: 5353.849121
	Iteration 74Q: 3 clusters Score -6262386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -6262386.500000 Penalty: 5353.849121
	Iteration 75F: 3 clusters Score -6262386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -89436.687500 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -89436.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -87689.765625 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -87689.77 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -88016.687500 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -88016.69 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88140.421875 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -88140.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -88241.421875 Penalty: 3328.419434
	Iteration 3Q: 3 clusters Score -88241.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88343.289062 Penalty: 3328.419434
	Iteration 4Q: 3 clusters Score -88343.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -88459.726562 Penalty: 3328.419434
	Iteration 5Q: 3 clusters Score -88459.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88863.640625 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -88863.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -89056.429688 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -89056.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89133.250000 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -89133.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -89190.906250 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -89190.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -89220.984375 Penalty: 3328.419434
	Iteration 10Q: 3 clusters Score -89220.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -89254.632812 Penalty: 3328.419434
	Iteration 11Q: 3 clusters Score -89254.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -89281.992188 Penalty: 3328.419434
	Iteration 12Q: 3 clusters Score -89281.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -89300.406250 Penalty: 3328.419434
	Iteration 13Q: 3 clusters Score -89300.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -89322.914062 Penalty: 3328.419434
	Iteration 14Q: 3 clusters Score -89322.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -89338.546875 Penalty: 3328.419434
	Iteration 15Q: 3 clusters Score -89338.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -89364.382812 Penalty: 3328.419434
	Iteration 16Q: 3 clusters Score -89364.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -89382.390625 Penalty: 3328.419434
	Iteration 17Q: 3 clusters Score -89382.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -89396.726562 Penalty: 3328.419434
	Iteration 18Q: 3 clusters Score -89396.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -89410.921875 Penalty: 3328.419434
	Iteration 19Q: 3 clusters Score -89410.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -89431.335938 Penalty: 3328.419434
	Iteration 20F: 3 clusters Score -89431.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -89461.343750 Penalty: 3328.419434
	Iteration 21Q: 3 clusters Score -89461.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -89486.632812 Penalty: 3328.419434
	Iteration 22Q: 3 clusters Score -89486.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -89497.007812 Penalty: 3328.419434
	Iteration 23Q: 3 clusters Score -89497.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -89503.593750 Penalty: 3328.419434
	Iteration 24Q: 3 clusters Score -89503.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -89505.781250 Penalty: 3328.419434
	Iteration 25Q: 3 clusters Score -89505.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -89509.171875 Penalty: 3328.419434
	Iteration 26Q: 3 clusters Score -89509.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -89510.148438 Penalty: 3328.419434
	Iteration 27Q: 3 clusters Score -89510.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -89510.148438 Penalty: 3328.419434
	Iteration 28F: 3 clusters Score -89510.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104570 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8694 members 
Mstep: Class 8 contains 48483 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 10853 members 
Mstep: Class 13 contains 14675 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12152 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30269 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48730 members 
Mstep: Class 26 contains 601 members 
Mstep: Class 27 contains 91669 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 19411 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170683 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18511 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9116 members 
Mstep: Class 37 contains 4447 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Mstep: Class 42 contains 220 members 
Entering Unmasked Estep 
Score: -150949696.000000 Penalty: 145916.250000
Splitting cluster 26 changes total score from -150951184.000000 to -150949696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (91669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Entering Unmasked Estep 
Score: -11055453.000000 Penalty: 2833.633057
	Iteration 0F: 2 clusters Score -1.105545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -10994063.000000 Penalty: 5667.266113
	Iteration 0F: 3 clusters Score -1.099406e+07 nChanged 43188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -11019208.000000 Penalty: 5667.266113
	Iteration 1F: 3 clusters Score -1.101921e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -11020535.000000 Penalty: 5667.266113
	Iteration 2Q: 3 clusters Score -1.102054e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -11022228.000000 Penalty: 5667.266113
	Iteration 3Q: 3 clusters Score -1.102223e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -11024484.000000 Penalty: 5667.266113
	Iteration 4F: 3 clusters Score -1.102448e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -11026917.000000 Penalty: 5667.266113
	Iteration 5F: 3 clusters Score -1.102692e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -11029625.000000 Penalty: 5667.266113
	Iteration 6F: 3 clusters Score -1.102962e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -11032204.000000 Penalty: 5667.266113
	Iteration 7F: 3 clusters Score -1.10322e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -11034687.000000 Penalty: 5667.266113
	Iteration 8F: 3 clusters Score -1.103469e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -11036631.000000 Penalty: 5667.266113
	Iteration 9Q: 3 clusters Score -1.103663e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -11038462.000000 Penalty: 5667.266113
	Iteration 10Q: 3 clusters Score -1.103846e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -11040082.000000 Penalty: 5667.266113
	Iteration 11Q: 3 clusters Score -1.104008e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -11041041.000000 Penalty: 5667.266113
	Iteration 12Q: 3 clusters Score -1.104104e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -11041674.000000 Penalty: 5667.266113
	Iteration 13Q: 3 clusters Score -1.104167e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -11042010.000000 Penalty: 5667.266113
	Iteration 14Q: 3 clusters Score -1.104201e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -11042256.000000 Penalty: 5667.266113
	Iteration 15Q: 3 clusters Score -1.104226e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -11042471.000000 Penalty: 5667.266113
	Iteration 16Q: 3 clusters Score -1.104247e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -11042704.000000 Penalty: 5667.266113
	Iteration 17Q: 3 clusters Score -1.10427e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -11042942.000000 Penalty: 5667.266113
	Iteration 18Q: 3 clusters Score -1.104294e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -11043191.000000 Penalty: 5667.266113
	Iteration 19Q: 3 clusters Score -1.104319e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -11043428.000000 Penalty: 5667.266113
	Iteration 20F: 3 clusters Score -1.104343e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -11043672.000000 Penalty: 5667.266113
	Iteration 21Q: 3 clusters Score -1.104367e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55248 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -11043953.000000 Penalty: 5667.266113
	Iteration 22Q: 3 clusters Score -1.104395e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -11044233.000000 Penalty: 5667.266113
	Iteration 23Q: 3 clusters Score -1.104423e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -11044520.000000 Penalty: 5667.266113
	Iteration 24Q: 3 clusters Score -1.104452e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -11044759.000000 Penalty: 5667.266113
	Iteration 25Q: 3 clusters Score -1.104476e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -11045036.000000 Penalty: 5667.266113
	Iteration 26Q: 3 clusters Score -1.104504e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -11045324.000000 Penalty: 5667.266113
	Iteration 27Q: 3 clusters Score -1.104532e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -11045615.000000 Penalty: 5667.266113
	Iteration 28Q: 3 clusters Score -1.104562e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -11045839.000000 Penalty: 5667.266113
	Iteration 29Q: 3 clusters Score -1.104584e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -11046027.000000 Penalty: 5667.266113
	Iteration 30Q: 3 clusters Score -1.104603e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -11046264.000000 Penalty: 5667.266113
	Iteration 31Q: 3 clusters Score -1.104626e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64066 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -11046458.000000 Penalty: 5667.266113
	Iteration 32Q: 3 clusters Score -1.104646e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65001 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -11046700.000000 Penalty: 5667.266113
	Iteration 33Q: 3 clusters Score -1.10467e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -11046924.000000 Penalty: 5667.266113
	Iteration 34Q: 3 clusters Score -1.104692e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -11047170.000000 Penalty: 5667.266113
	Iteration 35Q: 3 clusters Score -1.104717e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67788 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -11047386.000000 Penalty: 5667.266113
	Iteration 36Q: 3 clusters Score -1.104739e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68726 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -11047738.000000 Penalty: 5667.266113
	Iteration 37Q: 3 clusters Score -1.104774e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69707 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -11048128.000000 Penalty: 5667.266113
	Iteration 38Q: 3 clusters Score -1.104813e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70670 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -11048536.000000 Penalty: 5667.266113
	Iteration 39Q: 3 clusters Score -1.104854e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71624 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -11048947.000000 Penalty: 5667.266113
	Iteration 40F: 3 clusters Score -1.104895e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72554 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -11049349.000000 Penalty: 5667.266113
	Iteration 41Q: 3 clusters Score -1.104935e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73439 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -11049672.000000 Penalty: 5667.266113
	Iteration 42Q: 3 clusters Score -1.104967e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74297 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -11049977.000000 Penalty: 5667.266113
	Iteration 43Q: 3 clusters Score -1.104998e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75085 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -11050259.000000 Penalty: 5667.266113
	Iteration 44Q: 3 clusters Score -1.105026e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75850 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -11050438.000000 Penalty: 5667.266113
	Iteration 45Q: 3 clusters Score -1.105044e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76585 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -11050644.000000 Penalty: 5667.266113
	Iteration 46Q: 3 clusters Score -1.105064e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -11050782.000000 Penalty: 5667.266113
	Iteration 47Q: 3 clusters Score -1.105078e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77892 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -11050950.000000 Penalty: 5667.266113
	Iteration 48Q: 3 clusters Score -1.105095e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78520 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -11051171.000000 Penalty: 5667.266113
	Iteration 49Q: 3 clusters Score -1.105117e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79123 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -11051375.000000 Penalty: 5667.266113
	Iteration 50Q: 3 clusters Score -1.105138e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79690 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -11051584.000000 Penalty: 5667.266113
	Iteration 51Q: 3 clusters Score -1.105158e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80256 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -11051734.000000 Penalty: 5667.266113
	Iteration 52Q: 3 clusters Score -1.105173e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80834 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -11051977.000000 Penalty: 5667.266113
	Iteration 53Q: 3 clusters Score -1.105198e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81426 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -11052218.000000 Penalty: 5667.266113
	Iteration 54Q: 3 clusters Score -1.105222e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -11052599.000000 Penalty: 5667.266113
	Iteration 55Q: 3 clusters Score -1.10526e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82661 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -11052953.000000 Penalty: 5667.266113
	Iteration 56Q: 3 clusters Score -1.105295e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83183 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -11053245.000000 Penalty: 5667.266113
	Iteration 57Q: 3 clusters Score -1.105324e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83650 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -11053500.000000 Penalty: 5667.266113
	Iteration 58Q: 3 clusters Score -1.10535e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84013 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -11053643.000000 Penalty: 5667.266113
	Iteration 59Q: 3 clusters Score -1.105364e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84342 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -11053786.000000 Penalty: 5667.266113
	Iteration 60F: 3 clusters Score -1.105379e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84632 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -11053880.000000 Penalty: 5667.266113
	Iteration 61Q: 3 clusters Score -1.105388e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -11053978.000000 Penalty: 5667.266113
	Iteration 62Q: 3 clusters Score -1.105398e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85164 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -11053990.000000 Penalty: 5667.266113
	Iteration 63Q: 3 clusters Score -1.105399e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85372 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -11054016.000000 Penalty: 5667.266113
	Iteration 64Q: 3 clusters Score -1.105402e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85575 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -11054083.000000 Penalty: 5667.266113
	Iteration 65Q: 3 clusters Score -1.105408e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85767 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -11054112.000000 Penalty: 5667.266113
	Iteration 66Q: 3 clusters Score -1.105411e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85937 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -11054148.000000 Penalty: 5667.266113
	Iteration 67Q: 3 clusters Score -1.105415e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86097 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -11054208.000000 Penalty: 5667.266113
	Iteration 68Q: 3 clusters Score -1.105421e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86224 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -11054221.000000 Penalty: 5667.266113
	Iteration 69Q: 3 clusters Score -1.105422e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86357 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -11054253.000000 Penalty: 5667.266113
	Iteration 70Q: 3 clusters Score -1.105425e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86481 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -11054253.000000 Penalty: 5667.266113
	Iteration 71Q: 3 clusters Score -1.105425e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86600 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -11054305.000000 Penalty: 5667.266113
	Iteration 72Q: 3 clusters Score -1.10543e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -11054334.000000 Penalty: 5667.266113
	Iteration 73Q: 3 clusters Score -1.105433e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86793 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -11054350.000000 Penalty: 5667.266113
	Iteration 74Q: 3 clusters Score -1.105435e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86883 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -11054355.000000 Penalty: 5667.266113
	Iteration 75Q: 3 clusters Score -1.105436e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86991 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -11054343.000000 Penalty: 5667.266113
	Iteration 76Q: 3 clusters Score -1.105434e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87072 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -11054335.000000 Penalty: 5667.266113
	Iteration 77Q: 3 clusters Score -1.105434e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87160 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -11054368.000000 Penalty: 5667.266113
	Iteration 78Q: 3 clusters Score -1.105437e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87237 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -11054379.000000 Penalty: 5667.266113
	Iteration 79Q: 3 clusters Score -1.105438e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87287 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -11054399.000000 Penalty: 5667.266113
	Iteration 80F: 3 clusters Score -1.10544e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -11054395.000000 Penalty: 5667.266113
	Iteration 81Q: 3 clusters Score -1.10544e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87362 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -11054405.000000 Penalty: 5667.266113
	Iteration 82Q: 3 clusters Score -1.10544e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87393 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -11054423.000000 Penalty: 5667.266113
	Iteration 83Q: 3 clusters Score -1.105442e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87411 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -11054433.000000 Penalty: 5667.266113
	Iteration 84Q: 3 clusters Score -1.105443e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -11054423.000000 Penalty: 5667.266113
	Iteration 85Q: 3 clusters Score -1.105442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87437 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -11054436.000000 Penalty: 5667.266113
	Iteration 86Q: 3 clusters Score -1.105444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87448 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -11054447.000000 Penalty: 5667.266113
	Iteration 87Q: 3 clusters Score -1.105445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87461 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -11054448.000000 Penalty: 5667.266113
	Iteration 88Q: 3 clusters Score -1.105445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87470 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -11054460.000000 Penalty: 5667.266113
	Iteration 89Q: 3 clusters Score -1.105446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87479 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -11054461.000000 Penalty: 5667.266113
	Iteration 90Q: 3 clusters Score -1.105446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87484 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -11054457.000000 Penalty: 5667.266113
	Iteration 91Q: 3 clusters Score -1.105446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87490 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -11054445.000000 Penalty: 5667.266113
	Iteration 92Q: 3 clusters Score -1.105444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87495 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -11054456.000000 Penalty: 5667.266113
	Iteration 93Q: 3 clusters Score -1.105446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87501 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -11054452.000000 Penalty: 5667.266113
	Iteration 94Q: 3 clusters Score -1.105445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87505 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -11054457.000000 Penalty: 5667.266113
	Iteration 95Q: 3 clusters Score -1.105446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87508 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -11054453.000000 Penalty: 5667.266113
	Iteration 96Q: 3 clusters Score -1.105445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87512 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -11054459.000000 Penalty: 5667.266113
	Iteration 97Q: 3 clusters Score -1.105446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87518 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -11054459.000000 Penalty: 5667.266113
	Iteration 98Q: 3 clusters Score -1.105446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87520 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -11054465.000000 Penalty: 5667.266113
	Iteration 99Q: 3 clusters Score -1.105446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87525 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -11054463.000000 Penalty: 5667.266113
	Iteration 100F: 3 clusters Score -1.105446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87529 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -11054454.000000 Penalty: 5667.266113
	Iteration 101Q: 3 clusters Score -1.105445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87533 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -11054462.000000 Penalty: 5667.266113
	Iteration 102Q: 3 clusters Score -1.105446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87540 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -11054459.000000 Penalty: 5667.266113
	Iteration 103Q: 3 clusters Score -1.105446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87544 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -11054461.000000 Penalty: 5667.266113
	Iteration 104Q: 3 clusters Score -1.105446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87550 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -11054462.000000 Penalty: 5667.266113
	Iteration 105Q: 3 clusters Score -1.105446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87557 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -11054452.000000 Penalty: 5667.266113
	Iteration 106Q: 3 clusters Score -1.105445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87564 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -11054465.000000 Penalty: 5667.266113
	Iteration 107Q: 3 clusters Score -1.105446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87573 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -11054463.000000 Penalty: 5667.266113
	Iteration 108Q: 3 clusters Score -1.105446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87587 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -11054474.000000 Penalty: 5667.266113
	Iteration 109Q: 3 clusters Score -1.105447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87600 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -11054480.000000 Penalty: 5667.266113
	Iteration 110Q: 3 clusters Score -1.105448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -11054480.000000 Penalty: 5667.266113
	Iteration 111Q: 3 clusters Score -1.105448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87627 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -11054483.000000 Penalty: 5667.266113
	Iteration 112Q: 3 clusters Score -1.105448e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87644 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -11054500.000000 Penalty: 5667.266113
	Iteration 113Q: 3 clusters Score -1.10545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87656 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -11054491.000000 Penalty: 5667.266113
	Iteration 114Q: 3 clusters Score -1.105449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87670 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -11054507.000000 Penalty: 5667.266113
	Iteration 115Q: 3 clusters Score -1.105451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87683 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -11054512.000000 Penalty: 5667.266113
	Iteration 116Q: 3 clusters Score -1.105451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87695 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -11054501.000000 Penalty: 5667.266113
	Iteration 117Q: 3 clusters Score -1.10545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87704 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -11054504.000000 Penalty: 5667.266113
	Iteration 118Q: 3 clusters Score -1.10545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87708 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -11054508.000000 Penalty: 5667.266113
	Iteration 119Q: 3 clusters Score -1.105451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87714 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -11054506.000000 Penalty: 5667.266113
	Iteration 120F: 3 clusters Score -1.105451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87719 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -11054508.000000 Penalty: 5667.266113
	Iteration 121Q: 3 clusters Score -1.105451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87725 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -11054519.000000 Penalty: 5667.266113
	Iteration 122Q: 3 clusters Score -1.105452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87731 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -11054523.000000 Penalty: 5667.266113
	Iteration 123Q: 3 clusters Score -1.105452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -11054519.000000 Penalty: 5667.266113
	Iteration 124Q: 3 clusters Score -1.105452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87741 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -11054510.000000 Penalty: 5667.266113
	Iteration 125Q: 3 clusters Score -1.105451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87746 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -11054501.000000 Penalty: 5667.266113
	Iteration 126Q: 3 clusters Score -1.10545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87749 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -11054500.000000 Penalty: 5667.266113
	Iteration 127Q: 3 clusters Score -1.10545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87751 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -11054501.000000 Penalty: 5667.266113
	Iteration 128Q: 3 clusters Score -1.10545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87751 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -11054501.000000 Penalty: 5667.266113
	Iteration 129F: 3 clusters Score -1.10545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Entering Unmasked Estep 
Score: -677700.000000 Penalty: 2132.495605
	Iteration 0F: 2 clusters Score -677700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -672938.250000 Penalty: 4264.991211
	Iteration 0F: 3 clusters Score -672938.2 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -674073.812500 Penalty: 4264.991211
	Iteration 1F: 3 clusters Score -674073.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -674415.500000 Penalty: 4264.991211
	Iteration 2F: 3 clusters Score -674415.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -674729.937500 Penalty: 4264.991211
	Iteration 3F: 3 clusters Score -674729.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -674955.312500 Penalty: 4264.991211
	Iteration 4F: 3 clusters Score -674955.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -675160.625000 Penalty: 4264.991211
	Iteration 5F: 3 clusters Score -675160.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -675337.750000 Penalty: 4264.991211
	Iteration 6Q: 3 clusters Score -675337.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -675535.500000 Penalty: 4264.991211
	Iteration 7Q: 3 clusters Score -675535.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -675733.812500 Penalty: 4264.991211
	Iteration 8Q: 3 clusters Score -675733.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -675884.750000 Penalty: 4264.991211
	Iteration 9Q: 3 clusters Score -675884.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -675991.562500 Penalty: 4264.991211
	Iteration 10Q: 3 clusters Score -675991.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -676072.250000 Penalty: 4264.991211
	Iteration 11Q: 3 clusters Score -676072.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -676143.687500 Penalty: 4264.991211
	Iteration 12Q: 3 clusters Score -676143.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -676209.312500 Penalty: 4264.991211
	Iteration 13Q: 3 clusters Score -676209.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -676263.750000 Penalty: 4264.991211
	Iteration 14Q: 3 clusters Score -676263.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -676298.625000 Penalty: 4264.991211
	Iteration 15Q: 3 clusters Score -676298.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -676319.250000 Penalty: 4264.991211
	Iteration 16Q: 3 clusters Score -676319.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -676335.312500 Penalty: 4264.991211
	Iteration 17Q: 3 clusters Score -676335.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -676350.500000 Penalty: 4264.991211
	Iteration 18Q: 3 clusters Score -676350.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -676358.875000 Penalty: 4264.991211
	Iteration 19Q: 3 clusters Score -676358.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -676366.312500 Penalty: 4264.991211
	Iteration 20F: 3 clusters Score -676366.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -676372.875000 Penalty: 4264.991211
	Iteration 21Q: 3 clusters Score -676372.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -676385.250000 Penalty: 4264.991211
	Iteration 22Q: 3 clusters Score -676385.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -676402.750000 Penalty: 4264.991211
	Iteration 23Q: 3 clusters Score -676402.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -676416.250000 Penalty: 4264.991211
	Iteration 24Q: 3 clusters Score -676416.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -676432.437500 Penalty: 4264.991211
	Iteration 25Q: 3 clusters Score -676432.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -676448.562500 Penalty: 4264.991211
	Iteration 26Q: 3 clusters Score -676448.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -676462.250000 Penalty: 4264.991211
	Iteration 27Q: 3 clusters Score -676462.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -676469.375000 Penalty: 4264.991211
	Iteration 28Q: 3 clusters Score -676469.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -676477.000000 Penalty: 4264.991211
	Iteration 29Q: 3 clusters Score -676477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -676485.625000 Penalty: 4264.991211
	Iteration 30Q: 3 clusters Score -676485.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -676489.500000 Penalty: 4264.991211
	Iteration 31Q: 3 clusters Score -676489.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -676496.437500 Penalty: 4264.991211
	Iteration 32Q: 3 clusters Score -676496.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -676500.187500 Penalty: 4264.991211
	Iteration 33Q: 3 clusters Score -676500.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -676505.000000 Penalty: 4264.991211
	Iteration 34Q: 3 clusters Score -676505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -676507.625000 Penalty: 4264.991211
	Iteration 35Q: 3 clusters Score -676507.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -676508.250000 Penalty: 4264.991211
	Iteration 36Q: 3 clusters Score -676508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -676509.437500 Penalty: 4264.991211
	Iteration 37Q: 3 clusters Score -676509.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -676509.812500 Penalty: 4264.991211
	Iteration 38Q: 3 clusters Score -676509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -676510.937500 Penalty: 4264.991211
	Iteration 39Q: 3 clusters Score -676510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -676511.000000 Penalty: 4264.991211
	Iteration 40F: 3 clusters Score -676511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -676511.937500 Penalty: 4264.991211
	Iteration 41Q: 3 clusters Score -676511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -676514.250000 Penalty: 4264.991211
	Iteration 42Q: 3 clusters Score -676514.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -676513.687500 Penalty: 4264.991211
	Iteration 43Q: 3 clusters Score -676513.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -676513.687500 Penalty: 4264.991211
	Iteration 44F: 3 clusters Score -676513.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Entering Unmasked Estep 
Score: -2490546.750000 Penalty: 2448.651611
	Iteration 0F: 2 clusters Score -2490547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2476901.500000 Penalty: 4897.303223
	Iteration 0F: 3 clusters Score -2476902 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2481482.250000 Penalty: 4897.303223
	Iteration 1F: 3 clusters Score -2481482 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2481913.750000 Penalty: 4897.303223
	Iteration 2F: 3 clusters Score -2481914 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2482330.750000 Penalty: 4897.303223
	Iteration 3Q: 3 clusters Score -2482331 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2482766.500000 Penalty: 4897.303223
	Iteration 4Q: 3 clusters Score -2482766 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2483258.250000 Penalty: 4897.303223
	Iteration 5Q: 3 clusters Score -2483258 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2483863.750000 Penalty: 4897.303223
	Iteration 6F: 3 clusters Score -2483864 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2484577.500000 Penalty: 4897.303223
	Iteration 7F: 3 clusters Score -2484578 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2485374.000000 Penalty: 4897.303223
	Iteration 8F: 3 clusters Score -2485374 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2486273.750000 Penalty: 4897.303223
	Iteration 9F: 3 clusters Score -2486274 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2487158.500000 Penalty: 4897.303223
	Iteration 10Q: 3 clusters Score -2487158 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2487955.000000 Penalty: 4897.303223
	Iteration 11Q: 3 clusters Score -2487955 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2488640.500000 Penalty: 4897.303223
	Iteration 12Q: 3 clusters Score -2488640 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2489118.250000 Penalty: 4897.303223
	Iteration 13Q: 3 clusters Score -2489118 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2489360.750000 Penalty: 4897.303223
	Iteration 14Q: 3 clusters Score -2489361 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2489466.000000 Penalty: 4897.303223
	Iteration 15Q: 3 clusters Score -2489466 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2489521.250000 Penalty: 4897.303223
	Iteration 16Q: 3 clusters Score -2489521 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2489550.250000 Penalty: 4897.303223
	Iteration 17Q: 3 clusters Score -2489550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2489568.250000 Penalty: 4897.303223
	Iteration 18Q: 3 clusters Score -2489568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2489585.000000 Penalty: 4897.303223
	Iteration 19Q: 3 clusters Score -2489585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2489600.500000 Penalty: 4897.303223
	Iteration 20F: 3 clusters Score -2489600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2489608.750000 Penalty: 4897.303223
	Iteration 21Q: 3 clusters Score -2489609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2489608.000000 Penalty: 4897.303223
	Iteration 22Q: 3 clusters Score -2489608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2489612.250000 Penalty: 4897.303223
	Iteration 23Q: 3 clusters Score -2489612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2489607.500000 Penalty: 4897.303223
	Iteration 24Q: 3 clusters Score -2489608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2489608.000000 Penalty: 4897.303223
	Iteration 25Q: 3 clusters Score -2489608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2489610.250000 Penalty: 4897.303223
	Iteration 26Q: 3 clusters Score -2489610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2489614.250000 Penalty: 4897.303223
	Iteration 27Q: 3 clusters Score -2489614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2489619.000000 Penalty: 4897.303223
	Iteration 28Q: 3 clusters Score -2489619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2489618.250000 Penalty: 4897.303223
	Iteration 29Q: 3 clusters Score -2489618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2489628.250000 Penalty: 4897.303223
	Iteration 30Q: 3 clusters Score -2489628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2489629.750000 Penalty: 4897.303223
	Iteration 31Q: 3 clusters Score -2489630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2489629.250000 Penalty: 4897.303223
	Iteration 32Q: 3 clusters Score -2489629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2489631.500000 Penalty: 4897.303223
	Iteration 33Q: 3 clusters Score -2489632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2489638.750000 Penalty: 4897.303223
	Iteration 34Q: 3 clusters Score -2489639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2489636.750000 Penalty: 4897.303223
	Iteration 35Q: 3 clusters Score -2489637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2489634.000000 Penalty: 4897.303223
	Iteration 36Q: 3 clusters Score -2489634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2489638.000000 Penalty: 4897.303223
	Iteration 37Q: 3 clusters Score -2489638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2489643.000000 Penalty: 4897.303223
	Iteration 38Q: 3 clusters Score -2489643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2489642.250000 Penalty: 4897.303223
	Iteration 39Q: 3 clusters Score -2489642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2489641.000000 Penalty: 4897.303223
	Iteration 40F: 3 clusters Score -2489641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2489636.250000 Penalty: 4897.303223
	Iteration 41Q: 3 clusters Score -2489636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2489640.750000 Penalty: 4897.303223
	Iteration 42Q: 3 clusters Score -2489641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2489646.000000 Penalty: 4897.303223
	Iteration 43Q: 3 clusters Score -2489646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2489644.500000 Penalty: 4897.303223
	Iteration 44Q: 3 clusters Score -2489644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2489644.500000 Penalty: 4897.303223
	Iteration 45Q: 3 clusters Score -2489644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2489644.250000 Penalty: 4897.303223
	Iteration 46Q: 3 clusters Score -2489644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2489645.750000 Penalty: 4897.303223
	Iteration 47Q: 3 clusters Score -2489646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2489643.250000 Penalty: 4897.303223
	Iteration 48Q: 3 clusters Score -2489643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2489645.250000 Penalty: 4897.303223
	Iteration 49Q: 3 clusters Score -2489645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2489643.500000 Penalty: 4897.303223
	Iteration 50Q: 3 clusters Score -2489644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2489642.000000 Penalty: 4897.303223
	Iteration 51Q: 3 clusters Score -2489642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2489645.000000 Penalty: 4897.303223
	Iteration 52Q: 3 clusters Score -2489645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2489643.750000 Penalty: 4897.303223
	Iteration 53Q: 3 clusters Score -2489644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2489642.750000 Penalty: 4897.303223
	Iteration 54Q: 3 clusters Score -2489643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2489646.500000 Penalty: 4897.303223
	Iteration 55Q: 3 clusters Score -2489646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2489647.250000 Penalty: 4897.303223
	Iteration 56Q: 3 clusters Score -2489647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2489649.250000 Penalty: 4897.303223
	Iteration 57Q: 3 clusters Score -2489649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2489649.750000 Penalty: 4897.303223
	Iteration 58Q: 3 clusters Score -2489650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2489649.750000 Penalty: 4897.303223
	Iteration 59F: 3 clusters Score -2489650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Entering Unmasked Estep 
Score: -2694481.500000 Penalty: 2464.368652
	Iteration 0F: 2 clusters Score -2694482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2679961.750000 Penalty: 4928.737305
	Iteration 0F: 3 clusters Score -2679962 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2684867.000000 Penalty: 4928.737305
	Iteration 1F: 3 clusters Score -2684867 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2685451.500000 Penalty: 4928.737305
	Iteration 2F: 3 clusters Score -2685452 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2686095.750000 Penalty: 4928.737305
	Iteration 3F: 3 clusters Score -2686096 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2686756.750000 Penalty: 4928.737305
	Iteration 4F: 3 clusters Score -2686757 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2687515.750000 Penalty: 4928.737305
	Iteration 5F: 3 clusters Score -2687516 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2688393.500000 Penalty: 4928.737305
	Iteration 6F: 3 clusters Score -2688394 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2689479.000000 Penalty: 4928.737305
	Iteration 7F: 3 clusters Score -2689479 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2690654.000000 Penalty: 4928.737305
	Iteration 8F: 3 clusters Score -2690654 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2691725.750000 Penalty: 4928.737305
	Iteration 9Q: 3 clusters Score -2691726 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2692358.250000 Penalty: 4928.737305
	Iteration 10Q: 3 clusters Score -2692358 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2692656.500000 Penalty: 4928.737305
	Iteration 11Q: 3 clusters Score -2692656 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2692793.500000 Penalty: 4928.737305
	Iteration 12Q: 3 clusters Score -2692794 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2692867.000000 Penalty: 4928.737305
	Iteration 13Q: 3 clusters Score -2692867 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2692901.250000 Penalty: 4928.737305
	Iteration 14Q: 3 clusters Score -2692901 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2692933.000000 Penalty: 4928.737305
	Iteration 15Q: 3 clusters Score -2692933 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2692955.500000 Penalty: 4928.737305
	Iteration 16Q: 3 clusters Score -2692956 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2692977.500000 Penalty: 4928.737305
	Iteration 17Q: 3 clusters Score -2692978 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2692987.000000 Penalty: 4928.737305
	Iteration 18Q: 3 clusters Score -2692987 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2693012.500000 Penalty: 4928.737305
	Iteration 19Q: 3 clusters Score -2693012 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2693026.250000 Penalty: 4928.737305
	Iteration 20F: 3 clusters Score -2693026 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2693063.000000 Penalty: 4928.737305
	Iteration 21Q: 3 clusters Score -2693063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2693086.000000 Penalty: 4928.737305
	Iteration 22Q: 3 clusters Score -2693086 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2693098.500000 Penalty: 4928.737305
	Iteration 23Q: 3 clusters Score -2693098 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2693117.500000 Penalty: 4928.737305
	Iteration 24Q: 3 clusters Score -2693118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2693133.000000 Penalty: 4928.737305
	Iteration 25Q: 3 clusters Score -2693133 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2693154.750000 Penalty: 4928.737305
	Iteration 26Q: 3 clusters Score -2693155 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2693173.000000 Penalty: 4928.737305
	Iteration 27Q: 3 clusters Score -2693173 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2693180.750000 Penalty: 4928.737305
	Iteration 28Q: 3 clusters Score -2693181 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2693202.750000 Penalty: 4928.737305
	Iteration 29Q: 3 clusters Score -2693203 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2693221.000000 Penalty: 4928.737305
	Iteration 30Q: 3 clusters Score -2693221 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2693243.250000 Penalty: 4928.737305
	Iteration 31Q: 3 clusters Score -2693243 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2693281.750000 Penalty: 4928.737305
	Iteration 32Q: 3 clusters Score -2693282 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2693296.000000 Penalty: 4928.737305
	Iteration 33Q: 3 clusters Score -2693296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2693321.250000 Penalty: 4928.737305
	Iteration 34Q: 3 clusters Score -2693321 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2693339.250000 Penalty: 4928.737305
	Iteration 35Q: 3 clusters Score -2693339 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2693361.250000 Penalty: 4928.737305
	Iteration 36Q: 3 clusters Score -2693361 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2693393.000000 Penalty: 4928.737305
	Iteration 37Q: 3 clusters Score -2693393 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2693411.000000 Penalty: 4928.737305
	Iteration 38Q: 3 clusters Score -2693411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2693422.750000 Penalty: 4928.737305
	Iteration 39Q: 3 clusters Score -2693423 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2693441.250000 Penalty: 4928.737305
	Iteration 40F: 3 clusters Score -2693441 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2693454.750000 Penalty: 4928.737305
	Iteration 41Q: 3 clusters Score -2693455 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2693468.750000 Penalty: 4928.737305
	Iteration 42Q: 3 clusters Score -2693469 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2693478.500000 Penalty: 4928.737305
	Iteration 43Q: 3 clusters Score -2693478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2693493.000000 Penalty: 4928.737305
	Iteration 44Q: 3 clusters Score -2693493 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2693504.750000 Penalty: 4928.737305
	Iteration 45Q: 3 clusters Score -2693505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2693511.000000 Penalty: 4928.737305
	Iteration 46Q: 3 clusters Score -2693511 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2693540.500000 Penalty: 4928.737305
	Iteration 47Q: 3 clusters Score -2693540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2693543.000000 Penalty: 4928.737305
	Iteration 48Q: 3 clusters Score -2693543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2693559.000000 Penalty: 4928.737305
	Iteration 49Q: 3 clusters Score -2693559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2693573.000000 Penalty: 4928.737305
	Iteration 50Q: 3 clusters Score -2693573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2693584.000000 Penalty: 4928.737305
	Iteration 51Q: 3 clusters Score -2693584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2693603.250000 Penalty: 4928.737305
	Iteration 52Q: 3 clusters Score -2693603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2693611.500000 Penalty: 4928.737305
	Iteration 53Q: 3 clusters Score -2693612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2693618.750000 Penalty: 4928.737305
	Iteration 54Q: 3 clusters Score -2693619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2693634.750000 Penalty: 4928.737305
	Iteration 55Q: 3 clusters Score -2693635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2693647.500000 Penalty: 4928.737305
	Iteration 56Q: 3 clusters Score -2693648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2693654.000000 Penalty: 4928.737305
	Iteration 57Q: 3 clusters Score -2693654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2693660.250000 Penalty: 4928.737305
	Iteration 58Q: 3 clusters Score -2693660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2693663.000000 Penalty: 4928.737305
	Iteration 59Q: 3 clusters Score -2693663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2693660.500000 Penalty: 4928.737305
	Iteration 60F: 3 clusters Score -2693660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2693666.250000 Penalty: 4928.737305
	Iteration 61Q: 3 clusters Score -2693666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2693665.000000 Penalty: 4928.737305
	Iteration 62Q: 3 clusters Score -2693665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2693663.500000 Penalty: 4928.737305
	Iteration 63Q: 3 clusters Score -2693664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2693667.250000 Penalty: 4928.737305
	Iteration 64Q: 3 clusters Score -2693667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2693669.500000 Penalty: 4928.737305
	Iteration 65Q: 3 clusters Score -2693670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2693676.500000 Penalty: 4928.737305
	Iteration 66Q: 3 clusters Score -2693676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2693676.500000 Penalty: 4928.737305
	Iteration 67F: 3 clusters Score -2693676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (170683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170683 members 
Entering Unmasked Estep 
Score: -22116472.000000 Penalty: 2987.795654
	Iteration 0F: 2 clusters Score -2.211647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85083 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -22007910.000000 Penalty: 5975.591309
	Iteration 0F: 3 clusters Score -2.200791e+07 nChanged 81826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81339 members 
Mstep: Class 2 contains 89344 members 
Entering Unmasked Estep 
Score: -22055274.000000 Penalty: 5975.591309
	Iteration 1F: 3 clusters Score -2.205527e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79284 members 
Mstep: Class 2 contains 91399 members 
Entering Unmasked Estep 
Score: -22056336.000000 Penalty: 5975.591309
	Iteration 2Q: 3 clusters Score -2.205634e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76247 members 
Mstep: Class 2 contains 94436 members 
Entering Unmasked Estep 
Score: -22057656.000000 Penalty: 5975.591309
	Iteration 3Q: 3 clusters Score -2.205766e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71663 members 
Mstep: Class 2 contains 99020 members 
Entering Unmasked Estep 
Score: -22059810.000000 Penalty: 5975.591309
	Iteration 4Q: 3 clusters Score -2.205981e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 105765 members 
Entering Unmasked Estep 
Score: -22063628.000000 Penalty: 5975.591309
	Iteration 5Q: 3 clusters Score -2.206363e+07 nChanged 9789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55465 members 
Mstep: Class 2 contains 115218 members 
Entering Unmasked Estep 
Score: -22069536.000000 Penalty: 5975.591309
	Iteration 6F: 3 clusters Score -2.206954e+07 nChanged 12584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 127706 members 
Entering Unmasked Estep 
Score: -22078670.000000 Penalty: 5975.591309
	Iteration 7F: 3 clusters Score -2.207867e+07 nChanged 13934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 141624 members 
Entering Unmasked Estep 
Score: -22090308.000000 Penalty: 5975.591309
	Iteration 8F: 3 clusters Score -2.209031e+07 nChanged 12324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 153944 members 
Entering Unmasked Estep 
Score: -22101190.000000 Penalty: 5975.591309
	Iteration 9F: 3 clusters Score -2.210119e+07 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 162229 members 
Entering Unmasked Estep 
Score: -22108346.000000 Penalty: 5975.591309
	Iteration 10Q: 3 clusters Score -2.210835e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 166709 members 
Entering Unmasked Estep 
Score: -22111344.000000 Penalty: 5975.591309
	Iteration 11Q: 3 clusters Score -2.211134e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 168687 members 
Entering Unmasked Estep 
Score: -22112630.000000 Penalty: 5975.591309
	Iteration 12Q: 3 clusters Score -2.211263e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 169494 members 
Entering Unmasked Estep 
Score: -22113256.000000 Penalty: 5975.591309
	Iteration 13Q: 3 clusters Score -2.211326e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 169835 members 
Entering Unmasked Estep 
Score: -22113538.000000 Penalty: 5975.591309
	Iteration 14Q: 3 clusters Score -2.211354e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 169989 members 
Entering Unmasked Estep 
Score: -22113666.000000 Penalty: 5975.591309
	Iteration 15Q: 3 clusters Score -2.211367e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 170077 members 
Entering Unmasked Estep 
Score: -22113764.000000 Penalty: 5975.591309
	Iteration 16Q: 3 clusters Score -2.211376e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 170131 members 
Entering Unmasked Estep 
Score: -22113798.000000 Penalty: 5975.591309
	Iteration 17Q: 3 clusters Score -2.21138e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 170154 members 
Entering Unmasked Estep 
Score: -22113828.000000 Penalty: 5975.591309
	Iteration 18Q: 3 clusters Score -2.211383e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 170165 members 
Entering Unmasked Estep 
Score: -22113858.000000 Penalty: 5975.591309
	Iteration 19Q: 3 clusters Score -2.211386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 170167 members 
Entering Unmasked Estep 
Score: -22113864.000000 Penalty: 5975.591309
	Iteration 20F: 3 clusters Score -2.211386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 170172 members 
Entering Unmasked Estep 
Score: -22113884.000000 Penalty: 5975.591309
	Iteration 21Q: 3 clusters Score -2.211388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 170179 members 
Entering Unmasked Estep 
Score: -22113884.000000 Penalty: 5975.591309
	Iteration 22Q: 3 clusters Score -2.211388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 170186 members 
Entering Unmasked Estep 
Score: -22113888.000000 Penalty: 5975.591309
	Iteration 23Q: 3 clusters Score -2.211389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 170189 members 
Entering Unmasked Estep 
Score: -22113878.000000 Penalty: 5975.591309
	Iteration 24Q: 3 clusters Score -2.211388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 170194 members 
Entering Unmasked Estep 
Score: -22113890.000000 Penalty: 5975.591309
	Iteration 25Q: 3 clusters Score -2.211389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 170200 members 
Entering Unmasked Estep 
Score: -22113882.000000 Penalty: 5975.591309
	Iteration 26Q: 3 clusters Score -2.211388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 170205 members 
Entering Unmasked Estep 
Score: -22113892.000000 Penalty: 5975.591309
	Iteration 27Q: 3 clusters Score -2.211389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 170206 members 
Entering Unmasked Estep 
Score: -22113886.000000 Penalty: 5975.591309
	Iteration 28Q: 3 clusters Score -2.211389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 170207 members 
Entering Unmasked Estep 
Score: -22113890.000000 Penalty: 5975.591309
	Iteration 29Q: 3 clusters Score -2.211389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 170208 members 
Entering Unmasked Estep 
Score: -22113886.000000 Penalty: 5975.591309
	Iteration 30Q: 3 clusters Score -2.211389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 170209 members 
Entering Unmasked Estep 
Score: -22113884.000000 Penalty: 5975.591309
	Iteration 31Q: 3 clusters Score -2.211388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 170211 members 
Entering Unmasked Estep 
Score: -22113882.000000 Penalty: 5975.591309
	Iteration 32Q: 3 clusters Score -2.211388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 170212 members 
Entering Unmasked Estep 
Score: -22113892.000000 Penalty: 5975.591309
	Iteration 33Q: 3 clusters Score -2.211389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 170213 members 
Entering Unmasked Estep 
Score: -22113890.000000 Penalty: 5975.591309
	Iteration 34Q: 3 clusters Score -2.211389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 170215 members 
Entering Unmasked Estep 
Score: -22113896.000000 Penalty: 5975.591309
	Iteration 35Q: 3 clusters Score -2.21139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 170217 members 
Entering Unmasked Estep 
Score: -22113902.000000 Penalty: 5975.591309
	Iteration 36Q: 3 clusters Score -2.21139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 170222 members 
Entering Unmasked Estep 
Score: -22113914.000000 Penalty: 5975.591309
	Iteration 37Q: 3 clusters Score -2.211391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 170226 members 
Entering Unmasked Estep 
Score: -22113912.000000 Penalty: 5975.591309
	Iteration 38Q: 3 clusters Score -2.211391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 170228 members 
Entering Unmasked Estep 
Score: -22113922.000000 Penalty: 5975.591309
	Iteration 39Q: 3 clusters Score -2.211392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 170228 members 
Entering Unmasked Estep 
Score: -22113922.000000 Penalty: 5975.591309
	Iteration 40F: 3 clusters Score -2.211392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -56447.343750 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -56447.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54980.609375 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -54980.61 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55256.718750 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -55256.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55316.714844 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -55316.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -55341.417969 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -55341.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -55369.359375 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -55369.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -55399.445312 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -55399.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -55427.304688 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -55427.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55452.359375 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -55452.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -55477.539062 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -55477.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -55499.007812 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -55499.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -55524.937500 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -55524.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55541.707031 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -55541.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -55549.222656 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -55549.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -55550.742188 Penalty: 3069.378906
	Iteration 13Q: 3 clusters Score -55550.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -55552.621094 Penalty: 3069.378906
	Iteration 14Q: 3 clusters Score -55552.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -55552.621094 Penalty: 3069.378906
	Iteration 15F: 3 clusters Score -55552.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -48460.484375 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -48460.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47067.425781 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -47067.43 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47375.894531 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -47375.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47608.425781 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -47608.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -47916.632812 Penalty: 3074.445312
	Iteration 3F: 3 clusters Score -47916.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -48463.632812 Penalty: 3074.445312
	Iteration 4F: 3 clusters Score -48463.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -48793.214844 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -48793.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48882.011719 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -48882.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -48890.972656 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -48890.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48926.183594 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -48926.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -48958.035156 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -48958.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48962.449219 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -48962.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48964.941406 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -48964.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48964.941406 Penalty: 3074.445312
	Iteration 12F: 3 clusters Score -48964.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104570 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8694 members 
Mstep: Class 8 contains 48483 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 10853 members 
Mstep: Class 13 contains 14675 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12152 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30269 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48730 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91669 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 19411 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170683 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 18511 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9116 members 
Mstep: Class 37 contains 4447 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Mstep: Class 42 contains 337 members 
Entering Unmasked Estep 
Score: -150949760.000000 Penalty: 145916.250000
Splitting cluster 33 changes total score from -150951184.000000 to -150949760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (18511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Entering Unmasked Estep 
Score: -2389986.000000 Penalty: 2436.877930
	Iteration 0F: 2 clusters Score -2389986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2376960.000000 Penalty: 4873.755859
	Iteration 0F: 3 clusters Score -2376960 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2381280.250000 Penalty: 4873.755859
	Iteration 1F: 3 clusters Score -2381280 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2381702.500000 Penalty: 4873.755859
	Iteration 2F: 3 clusters Score -2381702 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2382094.250000 Penalty: 4873.755859
	Iteration 3Q: 3 clusters Score -2382094 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2382434.000000 Penalty: 4873.755859
	Iteration 4Q: 3 clusters Score -2382434 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2382745.500000 Penalty: 4873.755859
	Iteration 5Q: 3 clusters Score -2382746 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2383033.500000 Penalty: 4873.755859
	Iteration 6Q: 3 clusters Score -2383034 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2383286.750000 Penalty: 4873.755859
	Iteration 7Q: 3 clusters Score -2383287 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2383514.750000 Penalty: 4873.755859
	Iteration 8Q: 3 clusters Score -2383515 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2383753.500000 Penalty: 4873.755859
	Iteration 9Q: 3 clusters Score -2383754 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2383998.000000 Penalty: 4873.755859
	Iteration 10Q: 3 clusters Score -2383998 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2384246.750000 Penalty: 4873.755859
	Iteration 11Q: 3 clusters Score -2384247 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2384538.000000 Penalty: 4873.755859
	Iteration 12Q: 3 clusters Score -2384538 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2384908.250000 Penalty: 4873.755859
	Iteration 13Q: 3 clusters Score -2384908 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2385369.000000 Penalty: 4873.755859
	Iteration 14Q: 3 clusters Score -2385369 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2386001.750000 Penalty: 4873.755859
	Iteration 15Q: 3 clusters Score -2386002 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2386769.250000 Penalty: 4873.755859
	Iteration 16Q: 3 clusters Score -2386769 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2387522.750000 Penalty: 4873.755859
	Iteration 17Q: 3 clusters Score -2387523 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2388211.500000 Penalty: 4873.755859
	Iteration 18Q: 3 clusters Score -2388212 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2388763.000000 Penalty: 4873.755859
	Iteration 19Q: 3 clusters Score -2388763 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2389100.750000 Penalty: 4873.755859
	Iteration 20F: 3 clusters Score -2389101 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2389277.750000 Penalty: 4873.755859
	Iteration 21Q: 3 clusters Score -2389278 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2389376.250000 Penalty: 4873.755859
	Iteration 22Q: 3 clusters Score -2389376 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2389420.500000 Penalty: 4873.755859
	Iteration 23Q: 3 clusters Score -2389420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2389447.000000 Penalty: 4873.755859
	Iteration 24Q: 3 clusters Score -2389447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2389458.750000 Penalty: 4873.755859
	Iteration 25Q: 3 clusters Score -2389459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2389473.500000 Penalty: 4873.755859
	Iteration 26Q: 3 clusters Score -2389474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2389479.750000 Penalty: 4873.755859
	Iteration 27Q: 3 clusters Score -2389480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2389482.000000 Penalty: 4873.755859
	Iteration 28Q: 3 clusters Score -2389482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2389484.000000 Penalty: 4873.755859
	Iteration 29Q: 3 clusters Score -2389484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2389497.250000 Penalty: 4873.755859
	Iteration 30Q: 3 clusters Score -2389497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2389495.250000 Penalty: 4873.755859
	Iteration 31Q: 3 clusters Score -2389495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2389502.750000 Penalty: 4873.755859
	Iteration 32Q: 3 clusters Score -2389503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2389502.750000 Penalty: 4873.755859
	Iteration 33F: 3 clusters Score -2389503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Entering Unmasked Estep 
Score: -1126546.500000 Penalty: 2249.684326
	Iteration 0F: 2 clusters Score -1126546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1119631.000000 Penalty: 4499.368652
	Iteration 0F: 3 clusters Score -1119631 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1121602.750000 Penalty: 4499.368652
	Iteration 1F: 3 clusters Score -1121603 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1121924.000000 Penalty: 4499.368652
	Iteration 2F: 3 clusters Score -1121924 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1122197.875000 Penalty: 4499.368652
	Iteration 3F: 3 clusters Score -1122198 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1122441.500000 Penalty: 4499.368652
	Iteration 4F: 3 clusters Score -1122442 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1122664.875000 Penalty: 4499.368652
	Iteration 5Q: 3 clusters Score -1122665 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1122912.875000 Penalty: 4499.368652
	Iteration 6Q: 3 clusters Score -1122913 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1123138.000000 Penalty: 4499.368652
	Iteration 7Q: 3 clusters Score -1123138 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1123338.250000 Penalty: 4499.368652
	Iteration 8Q: 3 clusters Score -1123338 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1123489.750000 Penalty: 4499.368652
	Iteration 9Q: 3 clusters Score -1123490 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1123604.875000 Penalty: 4499.368652
	Iteration 10Q: 3 clusters Score -1123605 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1123677.750000 Penalty: 4499.368652
	Iteration 11Q: 3 clusters Score -1123678 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1123727.000000 Penalty: 4499.368652
	Iteration 12Q: 3 clusters Score -1123727 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1123765.875000 Penalty: 4499.368652
	Iteration 13Q: 3 clusters Score -1123766 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1123803.500000 Penalty: 4499.368652
	Iteration 14Q: 3 clusters Score -1123804 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1123838.750000 Penalty: 4499.368652
	Iteration 15Q: 3 clusters Score -1123839 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1123872.000000 Penalty: 4499.368652
	Iteration 16Q: 3 clusters Score -1123872 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1123907.875000 Penalty: 4499.368652
	Iteration 17Q: 3 clusters Score -1123908 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1123936.875000 Penalty: 4499.368652
	Iteration 18Q: 3 clusters Score -1123937 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1123960.625000 Penalty: 4499.368652
	Iteration 19Q: 3 clusters Score -1123961 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1123981.750000 Penalty: 4499.368652
	Iteration 20F: 3 clusters Score -1123982 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1123999.625000 Penalty: 4499.368652
	Iteration 21Q: 3 clusters Score -1124000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1124012.250000 Penalty: 4499.368652
	Iteration 22Q: 3 clusters Score -1124012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1124031.625000 Penalty: 4499.368652
	Iteration 23Q: 3 clusters Score -1124032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1124037.750000 Penalty: 4499.368652
	Iteration 24Q: 3 clusters Score -1124038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1124043.750000 Penalty: 4499.368652
	Iteration 25Q: 3 clusters Score -1124044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1124053.625000 Penalty: 4499.368652
	Iteration 26Q: 3 clusters Score -1124054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1124061.000000 Penalty: 4499.368652
	Iteration 27Q: 3 clusters Score -1124061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1124065.250000 Penalty: 4499.368652
	Iteration 28Q: 3 clusters Score -1124065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1124071.750000 Penalty: 4499.368652
	Iteration 29Q: 3 clusters Score -1124072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1124080.875000 Penalty: 4499.368652
	Iteration 30Q: 3 clusters Score -1124081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1124089.750000 Penalty: 4499.368652
	Iteration 31Q: 3 clusters Score -1124090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1124099.750000 Penalty: 4499.368652
	Iteration 32Q: 3 clusters Score -1124100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1124102.125000 Penalty: 4499.368652
	Iteration 33Q: 3 clusters Score -1124102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1124107.125000 Penalty: 4499.368652
	Iteration 34Q: 3 clusters Score -1124107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1124108.250000 Penalty: 4499.368652
	Iteration 35Q: 3 clusters Score -1124108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1124113.875000 Penalty: 4499.368652
	Iteration 36Q: 3 clusters Score -1124114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1124123.250000 Penalty: 4499.368652
	Iteration 37Q: 3 clusters Score -1124123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1124130.250000 Penalty: 4499.368652
	Iteration 38Q: 3 clusters Score -1124130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1124134.625000 Penalty: 4499.368652
	Iteration 39Q: 3 clusters Score -1124135 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1124143.750000 Penalty: 4499.368652
	Iteration 40F: 3 clusters Score -1124144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1124150.625000 Penalty: 4499.368652
	Iteration 41Q: 3 clusters Score -1124151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1124158.375000 Penalty: 4499.368652
	Iteration 42Q: 3 clusters Score -1124158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1124162.125000 Penalty: 4499.368652
	Iteration 43Q: 3 clusters Score -1124162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1124168.375000 Penalty: 4499.368652
	Iteration 44Q: 3 clusters Score -1124168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1124172.500000 Penalty: 4499.368652
	Iteration 45Q: 3 clusters Score -1124172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1124176.375000 Penalty: 4499.368652
	Iteration 46Q: 3 clusters Score -1124176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1124181.125000 Penalty: 4499.368652
	Iteration 47Q: 3 clusters Score -1124181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1124186.625000 Penalty: 4499.368652
	Iteration 48Q: 3 clusters Score -1124187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1124195.750000 Penalty: 4499.368652
	Iteration 49Q: 3 clusters Score -1124196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1124202.500000 Penalty: 4499.368652
	Iteration 50Q: 3 clusters Score -1124202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1124208.875000 Penalty: 4499.368652
	Iteration 51Q: 3 clusters Score -1124209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1124213.375000 Penalty: 4499.368652
	Iteration 52Q: 3 clusters Score -1124213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1124219.750000 Penalty: 4499.368652
	Iteration 53Q: 3 clusters Score -1124220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1124225.000000 Penalty: 4499.368652
	Iteration 54Q: 3 clusters Score -1124225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1124229.125000 Penalty: 4499.368652
	Iteration 55Q: 3 clusters Score -1124229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1124233.750000 Penalty: 4499.368652
	Iteration 56Q: 3 clusters Score -1124234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1124234.750000 Penalty: 4499.368652
	Iteration 57Q: 3 clusters Score -1124235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1124241.875000 Penalty: 4499.368652
	Iteration 58Q: 3 clusters Score -1124242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1124246.625000 Penalty: 4499.368652
	Iteration 59Q: 3 clusters Score -1124247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1124252.500000 Penalty: 4499.368652
	Iteration 60F: 3 clusters Score -1124252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1124259.875000 Penalty: 4499.368652
	Iteration 61Q: 3 clusters Score -1124260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1124268.250000 Penalty: 4499.368652
	Iteration 62Q: 3 clusters Score -1124268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1124278.000000 Penalty: 4499.368652
	Iteration 63Q: 3 clusters Score -1124278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1124286.000000 Penalty: 4499.368652
	Iteration 64Q: 3 clusters Score -1124286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1124299.500000 Penalty: 4499.368652
	Iteration 65Q: 3 clusters Score -1124300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1124307.375000 Penalty: 4499.368652
	Iteration 66Q: 3 clusters Score -1124307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1124316.375000 Penalty: 4499.368652
	Iteration 67Q: 3 clusters Score -1124316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1124322.250000 Penalty: 4499.368652
	Iteration 68Q: 3 clusters Score -1124322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1124328.000000 Penalty: 4499.368652
	Iteration 69Q: 3 clusters Score -1124328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1124330.375000 Penalty: 4499.368652
	Iteration 70Q: 3 clusters Score -1124330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1124331.750000 Penalty: 4499.368652
	Iteration 71Q: 3 clusters Score -1124332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1124332.750000 Penalty: 4499.368652
	Iteration 72Q: 3 clusters Score -1124333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1124334.250000 Penalty: 4499.368652
	Iteration 73Q: 3 clusters Score -1124334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1124333.500000 Penalty: 4499.368652
	Iteration 74Q: 3 clusters Score -1124334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1124332.750000 Penalty: 4499.368652
	Iteration 75Q: 3 clusters Score -1124333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1124334.875000 Penalty: 4499.368652
	Iteration 76Q: 3 clusters Score -1124335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1124333.500000 Penalty: 4499.368652
	Iteration 77Q: 3 clusters Score -1124334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1124339.125000 Penalty: 4499.368652
	Iteration 78Q: 3 clusters Score -1124339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1124346.125000 Penalty: 4499.368652
	Iteration 79Q: 3 clusters Score -1124346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1124350.375000 Penalty: 4499.368652
	Iteration 80F: 3 clusters Score -1124350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1124356.375000 Penalty: 4499.368652
	Iteration 81Q: 3 clusters Score -1124356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1124363.250000 Penalty: 4499.368652
	Iteration 82Q: 3 clusters Score -1124363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1124362.875000 Penalty: 4499.368652
	Iteration 83Q: 3 clusters Score -1124363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1124369.750000 Penalty: 4499.368652
	Iteration 84Q: 3 clusters Score -1124370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1124375.500000 Penalty: 4499.368652
	Iteration 85Q: 3 clusters Score -1124376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1124384.000000 Penalty: 4499.368652
	Iteration 86Q: 3 clusters Score -1124384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1124397.125000 Penalty: 4499.368652
	Iteration 87Q: 3 clusters Score -1124397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1124403.875000 Penalty: 4499.368652
	Iteration 88Q: 3 clusters Score -1124404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1124411.500000 Penalty: 4499.368652
	Iteration 89Q: 3 clusters Score -1124412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1124414.125000 Penalty: 4499.368652
	Iteration 90Q: 3 clusters Score -1124414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1124421.625000 Penalty: 4499.368652
	Iteration 91Q: 3 clusters Score -1124422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1124426.000000 Penalty: 4499.368652
	Iteration 92Q: 3 clusters Score -1124426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1124432.750000 Penalty: 4499.368652
	Iteration 93Q: 3 clusters Score -1124433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1124436.875000 Penalty: 4499.368652
	Iteration 94Q: 3 clusters Score -1124437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1124441.750000 Penalty: 4499.368652
	Iteration 95Q: 3 clusters Score -1124442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1124445.000000 Penalty: 4499.368652
	Iteration 96Q: 3 clusters Score -1124445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1124448.125000 Penalty: 4499.368652
	Iteration 97Q: 3 clusters Score -1124448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1124454.375000 Penalty: 4499.368652
	Iteration 98Q: 3 clusters Score -1124454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1124459.000000 Penalty: 4499.368652
	Iteration 99Q: 3 clusters Score -1124459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1124462.875000 Penalty: 4499.368652
	Iteration 100F: 3 clusters Score -1124463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1124465.750000 Penalty: 4499.368652
	Iteration 101Q: 3 clusters Score -1124466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1124467.750000 Penalty: 4499.368652
	Iteration 102Q: 3 clusters Score -1124468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1124470.750000 Penalty: 4499.368652
	Iteration 103Q: 3 clusters Score -1124471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1124473.125000 Penalty: 4499.368652
	Iteration 104Q: 3 clusters Score -1124473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1124472.125000 Penalty: 4499.368652
	Iteration 105Q: 3 clusters Score -1124472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1124472.750000 Penalty: 4499.368652
	Iteration 106Q: 3 clusters Score -1124473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1124478.375000 Penalty: 4499.368652
	Iteration 107Q: 3 clusters Score -1124478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1124480.875000 Penalty: 4499.368652
	Iteration 108Q: 3 clusters Score -1124481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1124486.000000 Penalty: 4499.368652
	Iteration 109Q: 3 clusters Score -1124486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1124491.875000 Penalty: 4499.368652
	Iteration 110Q: 3 clusters Score -1124492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1124493.500000 Penalty: 4499.368652
	Iteration 111Q: 3 clusters Score -1124494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1124496.500000 Penalty: 4499.368652
	Iteration 112Q: 3 clusters Score -1124496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1124498.000000 Penalty: 4499.368652
	Iteration 113Q: 3 clusters Score -1124498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1124502.250000 Penalty: 4499.368652
	Iteration 114Q: 3 clusters Score -1124502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1124507.375000 Penalty: 4499.368652
	Iteration 115Q: 3 clusters Score -1124507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1124511.625000 Penalty: 4499.368652
	Iteration 116Q: 3 clusters Score -1124512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1124518.250000 Penalty: 4499.368652
	Iteration 117Q: 3 clusters Score -1124518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1124525.125000 Penalty: 4499.368652
	Iteration 118Q: 3 clusters Score -1124525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1124532.750000 Penalty: 4499.368652
	Iteration 119Q: 3 clusters Score -1124533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1124542.250000 Penalty: 4499.368652
	Iteration 120F: 3 clusters Score -1124542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1124546.375000 Penalty: 4499.368652
	Iteration 121Q: 3 clusters Score -1124546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1124552.250000 Penalty: 4499.368652
	Iteration 122Q: 3 clusters Score -1124552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1124559.375000 Penalty: 4499.368652
	Iteration 123Q: 3 clusters Score -1124559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1124566.625000 Penalty: 4499.368652
	Iteration 124Q: 3 clusters Score -1124567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1124570.125000 Penalty: 4499.368652
	Iteration 125Q: 3 clusters Score -1124570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1124570.625000 Penalty: 4499.368652
	Iteration 126Q: 3 clusters Score -1124571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1124572.125000 Penalty: 4499.368652
	Iteration 127Q: 3 clusters Score -1124572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1124573.125000 Penalty: 4499.368652
	Iteration 128Q: 3 clusters Score -1124573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1124573.875000 Penalty: 4499.368652
	Iteration 129Q: 3 clusters Score -1124574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1124574.000000 Penalty: 4499.368652
	Iteration 130Q: 3 clusters Score -1124574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1124575.625000 Penalty: 4499.368652
	Iteration 131Q: 3 clusters Score -1124576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1124575.000000 Penalty: 4499.368652
	Iteration 132Q: 3 clusters Score -1124575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1124575.375000 Penalty: 4499.368652
	Iteration 133Q: 3 clusters Score -1124575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1124578.875000 Penalty: 4499.368652
	Iteration 134Q: 3 clusters Score -1124579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1124581.000000 Penalty: 4499.368652
	Iteration 135Q: 3 clusters Score -1124581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1124581.000000 Penalty: 4499.368652
	Iteration 136F: 3 clusters Score -1124581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Entering Unmasked Estep 
Score: -1133677.500000 Penalty: 2261.210938
	Iteration 0F: 2 clusters Score -1133678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1126597.500000 Penalty: 4522.421875
	Iteration 0F: 3 clusters Score -1126598 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1128576.875000 Penalty: 4522.421875
	Iteration 1F: 3 clusters Score -1128577 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1128957.625000 Penalty: 4522.421875
	Iteration 2F: 3 clusters Score -1128958 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1129347.500000 Penalty: 4522.421875
	Iteration 3F: 3 clusters Score -1129348 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1129772.375000 Penalty: 4522.421875
	Iteration 4F: 3 clusters Score -1129772 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1130176.375000 Penalty: 4522.421875
	Iteration 5F: 3 clusters Score -1130176 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1130544.375000 Penalty: 4522.421875
	Iteration 6F: 3 clusters Score -1130544 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1130848.000000 Penalty: 4522.421875
	Iteration 7F: 3 clusters Score -1130848 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1131100.625000 Penalty: 4522.421875
	Iteration 8Q: 3 clusters Score -1131101 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1131267.375000 Penalty: 4522.421875
	Iteration 9Q: 3 clusters Score -1131267 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1131376.625000 Penalty: 4522.421875
	Iteration 10Q: 3 clusters Score -1131377 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1131456.375000 Penalty: 4522.421875
	Iteration 11Q: 3 clusters Score -1131456 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1131509.625000 Penalty: 4522.421875
	Iteration 12Q: 3 clusters Score -1131510 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1131563.000000 Penalty: 4522.421875
	Iteration 13Q: 3 clusters Score -1131563 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1131599.000000 Penalty: 4522.421875
	Iteration 14Q: 3 clusters Score -1131599 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1131627.500000 Penalty: 4522.421875
	Iteration 15Q: 3 clusters Score -1131628 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1131659.125000 Penalty: 4522.421875
	Iteration 16Q: 3 clusters Score -1131659 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1131689.125000 Penalty: 4522.421875
	Iteration 17Q: 3 clusters Score -1131689 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1131715.750000 Penalty: 4522.421875
	Iteration 18Q: 3 clusters Score -1131716 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1131739.625000 Penalty: 4522.421875
	Iteration 19Q: 3 clusters Score -1131740 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1131767.250000 Penalty: 4522.421875
	Iteration 20F: 3 clusters Score -1131767 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1131787.625000 Penalty: 4522.421875
	Iteration 21Q: 3 clusters Score -1131788 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1131810.000000 Penalty: 4522.421875
	Iteration 22Q: 3 clusters Score -1131810 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1131820.375000 Penalty: 4522.421875
	Iteration 23Q: 3 clusters Score -1131820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1131835.125000 Penalty: 4522.421875
	Iteration 24Q: 3 clusters Score -1131835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1131846.250000 Penalty: 4522.421875
	Iteration 25Q: 3 clusters Score -1131846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1131852.000000 Penalty: 4522.421875
	Iteration 26Q: 3 clusters Score -1131852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1131859.125000 Penalty: 4522.421875
	Iteration 27Q: 3 clusters Score -1131859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1131863.750000 Penalty: 4522.421875
	Iteration 28Q: 3 clusters Score -1131864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1131872.250000 Penalty: 4522.421875
	Iteration 29Q: 3 clusters Score -1131872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1131878.750000 Penalty: 4522.421875
	Iteration 30Q: 3 clusters Score -1131879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1131886.125000 Penalty: 4522.421875
	Iteration 31Q: 3 clusters Score -1131886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1131894.375000 Penalty: 4522.421875
	Iteration 32Q: 3 clusters Score -1131894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1131902.625000 Penalty: 4522.421875
	Iteration 33Q: 3 clusters Score -1131903 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1131910.625000 Penalty: 4522.421875
	Iteration 34Q: 3 clusters Score -1131911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1131917.125000 Penalty: 4522.421875
	Iteration 35Q: 3 clusters Score -1131917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1131923.750000 Penalty: 4522.421875
	Iteration 36Q: 3 clusters Score -1131924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1131926.375000 Penalty: 4522.421875
	Iteration 37Q: 3 clusters Score -1131926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1131929.250000 Penalty: 4522.421875
	Iteration 38Q: 3 clusters Score -1131929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1131931.000000 Penalty: 4522.421875
	Iteration 39Q: 3 clusters Score -1131931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1131933.125000 Penalty: 4522.421875
	Iteration 40F: 3 clusters Score -1131933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1131934.375000 Penalty: 4522.421875
	Iteration 41Q: 3 clusters Score -1131934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1131933.500000 Penalty: 4522.421875
	Iteration 42Q: 3 clusters Score -1131934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1131932.875000 Penalty: 4522.421875
	Iteration 43Q: 3 clusters Score -1131933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1131933.750000 Penalty: 4522.421875
	Iteration 44Q: 3 clusters Score -1131934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1131937.000000 Penalty: 4522.421875
	Iteration 45Q: 3 clusters Score -1131937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1131937.000000 Penalty: 4522.421875
	Iteration 46F: 3 clusters Score -1131937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Entering Unmasked Estep 
Score: -512821.687500 Penalty: 2083.196289
	Iteration 0F: 2 clusters Score -512821.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -508679.531250 Penalty: 4166.392578
	Iteration 0F: 3 clusters Score -508679.5 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -509739.781250 Penalty: 4166.392578
	Iteration 1F: 3 clusters Score -509739.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -509972.781250 Penalty: 4166.392578
	Iteration 2F: 3 clusters Score -509972.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -510161.406250 Penalty: 4166.392578
	Iteration 3F: 3 clusters Score -510161.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -510330.468750 Penalty: 4166.392578
	Iteration 4Q: 3 clusters Score -510330.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -510459.187500 Penalty: 4166.392578
	Iteration 5Q: 3 clusters Score -510459.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -510570.500000 Penalty: 4166.392578
	Iteration 6Q: 3 clusters Score -510570.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -510679.031250 Penalty: 4166.392578
	Iteration 7Q: 3 clusters Score -510679 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -510789.125000 Penalty: 4166.392578
	Iteration 8Q: 3 clusters Score -510789.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -510885.031250 Penalty: 4166.392578
	Iteration 9Q: 3 clusters Score -510885 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -510965.156250 Penalty: 4166.392578
	Iteration 10Q: 3 clusters Score -510965.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -511048.437500 Penalty: 4166.392578
	Iteration 11Q: 3 clusters Score -511048.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -511157.937500 Penalty: 4166.392578
	Iteration 12Q: 3 clusters Score -511157.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -511282.125000 Penalty: 4166.392578
	Iteration 13Q: 3 clusters Score -511282.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -511408.687500 Penalty: 4166.392578
	Iteration 14Q: 3 clusters Score -511408.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -511512.437500 Penalty: 4166.392578
	Iteration 15Q: 3 clusters Score -511512.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -511592.531250 Penalty: 4166.392578
	Iteration 16Q: 3 clusters Score -511592.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -511642.125000 Penalty: 4166.392578
	Iteration 17Q: 3 clusters Score -511642.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -511687.812500 Penalty: 4166.392578
	Iteration 18Q: 3 clusters Score -511687.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -511719.156250 Penalty: 4166.392578
	Iteration 19Q: 3 clusters Score -511719.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -511740.250000 Penalty: 4166.392578
	Iteration 20F: 3 clusters Score -511740.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -511755.625000 Penalty: 4166.392578
	Iteration 21Q: 3 clusters Score -511755.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -511771.968750 Penalty: 4166.392578
	Iteration 22Q: 3 clusters Score -511772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -511785.593750 Penalty: 4166.392578
	Iteration 23Q: 3 clusters Score -511785.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -511794.656250 Penalty: 4166.392578
	Iteration 24Q: 3 clusters Score -511794.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -511801.875000 Penalty: 4166.392578
	Iteration 25Q: 3 clusters Score -511801.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -511805.875000 Penalty: 4166.392578
	Iteration 26Q: 3 clusters Score -511805.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -511810.093750 Penalty: 4166.392578
	Iteration 27Q: 3 clusters Score -511810.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -511813.500000 Penalty: 4166.392578
	Iteration 28Q: 3 clusters Score -511813.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -511820.625000 Penalty: 4166.392578
	Iteration 29Q: 3 clusters Score -511820.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -511827.312500 Penalty: 4166.392578
	Iteration 30Q: 3 clusters Score -511827.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -511832.375000 Penalty: 4166.392578
	Iteration 31Q: 3 clusters Score -511832.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -511835.531250 Penalty: 4166.392578
	Iteration 32Q: 3 clusters Score -511835.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -511837.687500 Penalty: 4166.392578
	Iteration 33Q: 3 clusters Score -511837.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -511840.250000 Penalty: 4166.392578
	Iteration 34Q: 3 clusters Score -511840.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -511841.906250 Penalty: 4166.392578
	Iteration 35Q: 3 clusters Score -511841.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -511842.250000 Penalty: 4166.392578
	Iteration 36Q: 3 clusters Score -511842.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -511845.031250 Penalty: 4166.392578
	Iteration 37Q: 3 clusters Score -511845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -511848.312500 Penalty: 4166.392578
	Iteration 38Q: 3 clusters Score -511848.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -511849.281250 Penalty: 4166.392578
	Iteration 39Q: 3 clusters Score -511849.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -511850.406250 Penalty: 4166.392578
	Iteration 40F: 3 clusters Score -511850.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -511851.468750 Penalty: 4166.392578
	Iteration 41Q: 3 clusters Score -511851.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -511854.125000 Penalty: 4166.392578
	Iteration 42Q: 3 clusters Score -511854.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -511857.406250 Penalty: 4166.392578
	Iteration 43Q: 3 clusters Score -511857.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -511859.968750 Penalty: 4166.392578
	Iteration 44Q: 3 clusters Score -511860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -511862.500000 Penalty: 4166.392578
	Iteration 45Q: 3 clusters Score -511862.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -511865.906250 Penalty: 4166.392578
	Iteration 46Q: 3 clusters Score -511865.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -511867.687500 Penalty: 4166.392578
	Iteration 47Q: 3 clusters Score -511867.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -511868.531250 Penalty: 4166.392578
	Iteration 48Q: 3 clusters Score -511868.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -511869.562500 Penalty: 4166.392578
	Iteration 49Q: 3 clusters Score -511869.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -511869.562500 Penalty: 4166.392578
	Iteration 50F: 3 clusters Score -511869.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -55004.335938 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -55004.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53513.636719 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -53513.64 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53700.902344 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -53700.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53805.375000 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -53805.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -53845.914062 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -53845.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53876.628906 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -53876.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -53884.972656 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -53884.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -53890.402344 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -53890.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53893.261719 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -53893.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53897.339844 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -53897.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53907.074219 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -53907.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -53918.683594 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -53918.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53919.648438 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -53919.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53919.648438 Penalty: 3078.461670
	Iteration 12F: 3 clusters Score -53919.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -83721.828125 Penalty: 1623.958374
	Iteration 0F: 2 clusters Score -83721.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -82047.312500 Penalty: 3247.916748
	Iteration 0F: 3 clusters Score -82047.31 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -82287.734375 Penalty: 3247.916748
	Iteration 1F: 3 clusters Score -82287.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82404.054688 Penalty: 3247.916748
	Iteration 2F: 3 clusters Score -82404.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -82478.882812 Penalty: 3247.916748
	Iteration 3Q: 3 clusters Score -82478.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -82551.109375 Penalty: 3247.916748
	Iteration 4Q: 3 clusters Score -82551.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -82586.093750 Penalty: 3247.916748
	Iteration 5Q: 3 clusters Score -82586.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82608.976562 Penalty: 3247.916748
	Iteration 6Q: 3 clusters Score -82608.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82616.148438 Penalty: 3247.916748
	Iteration 7Q: 3 clusters Score -82616.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82619.453125 Penalty: 3247.916748
	Iteration 8Q: 3 clusters Score -82619.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82623.257812 Penalty: 3247.916748
	Iteration 9Q: 3 clusters Score -82623.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82633.664062 Penalty: 3247.916748
	Iteration 10Q: 3 clusters Score -82633.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82640.609375 Penalty: 3247.916748
	Iteration 11Q: 3 clusters Score -82640.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82647.625000 Penalty: 3247.916748
	Iteration 12Q: 3 clusters Score -82647.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82660.218750 Penalty: 3247.916748
	Iteration 13Q: 3 clusters Score -82660.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82667.429688 Penalty: 3247.916748
	Iteration 14Q: 3 clusters Score -82667.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82670.289062 Penalty: 3247.916748
	Iteration 15Q: 3 clusters Score -82670.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82670.289062 Penalty: 3247.916748
	Iteration 16F: 3 clusters Score -82670.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -106267.593750 Penalty: 1709.626709
	Iteration 0F: 2 clusters Score -106267.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -104433.289062 Penalty: 3419.253418
	Iteration 0F: 3 clusters Score -104433.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -105071.546875 Penalty: 3419.253418
	Iteration 1F: 3 clusters Score -105071.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -105660.476562 Penalty: 3419.253418
	Iteration 2F: 3 clusters Score -105660.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -105954.109375 Penalty: 3419.253418
	Iteration 3F: 3 clusters Score -105954.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -106184.835938 Penalty: 3419.253418
	Iteration 4Q: 3 clusters Score -106184.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -106492.054688 Penalty: 3419.253418
	Iteration 5Q: 3 clusters Score -106492.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -106804.859375 Penalty: 3419.253418
	Iteration 6Q: 3 clusters Score -106804.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -106986.492188 Penalty: 3419.253418
	Iteration 7Q: 3 clusters Score -106986.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -107141.257812 Penalty: 3419.253418
	Iteration 8Q: 3 clusters Score -107141.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -107269.367188 Penalty: 3419.253418
	Iteration 9Q: 3 clusters Score -107269.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -107374.968750 Penalty: 3419.253418
	Iteration 10Q: 3 clusters Score -107375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -107387.273438 Penalty: 3419.253418
	Iteration 11Q: 3 clusters Score -107387.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -107387.273438 Penalty: 3419.253418
	Iteration 12F: 3 clusters Score -107387.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104570 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8694 members 
Mstep: Class 8 contains 48483 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 10853 members 
Mstep: Class 13 contains 14675 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12152 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30269 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48730 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91669 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 19411 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170683 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18511 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9116 members 
Mstep: Class 37 contains 4447 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 510 members 
Mstep: Class 41 contains 2456 members 
Mstep: Class 42 contains 476 members 
Entering Unmasked Estep 
Score: -150950528.000000 Penalty: 145916.250000
Splitting cluster 40 changes total score from -150951184.000000 to -150950528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (2456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Entering Unmasked Estep 
Score: -302781.843750 Penalty: 1935.959717
	Iteration 0F: 2 clusters Score -302781.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -299859.875000 Penalty: 3871.919434
	Iteration 0F: 3 clusters Score -299859.9 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -300478.187500 Penalty: 3871.919434
	Iteration 1F: 3 clusters Score -300478.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -300659.750000 Penalty: 3871.919434
	Iteration 2F: 3 clusters Score -300659.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -300787.093750 Penalty: 3871.919434
	Iteration 3F: 3 clusters Score -300787.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -300883.750000 Penalty: 3871.919434
	Iteration 4Q: 3 clusters Score -300883.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -300955.406250 Penalty: 3871.919434
	Iteration 5Q: 3 clusters Score -300955.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -301008.843750 Penalty: 3871.919434
	Iteration 6Q: 3 clusters Score -301008.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -301039.250000 Penalty: 3871.919434
	Iteration 7Q: 3 clusters Score -301039.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -301060.343750 Penalty: 3871.919434
	Iteration 8Q: 3 clusters Score -301060.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -301077.500000 Penalty: 3871.919434
	Iteration 9Q: 3 clusters Score -301077.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -301091.593750 Penalty: 3871.919434
	Iteration 10Q: 3 clusters Score -301091.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -301106.437500 Penalty: 3871.919434
	Iteration 11Q: 3 clusters Score -301106.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -301118.281250 Penalty: 3871.919434
	Iteration 12Q: 3 clusters Score -301118.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -301125.062500 Penalty: 3871.919434
	Iteration 13Q: 3 clusters Score -301125.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -301130.375000 Penalty: 3871.919434
	Iteration 14Q: 3 clusters Score -301130.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -301132.312500 Penalty: 3871.919434
	Iteration 15Q: 3 clusters Score -301132.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -301135.218750 Penalty: 3871.919434
	Iteration 16Q: 3 clusters Score -301135.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -301137.593750 Penalty: 3871.919434
	Iteration 17Q: 3 clusters Score -301137.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -301140.625000 Penalty: 3871.919434
	Iteration 18Q: 3 clusters Score -301140.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -301143.375000 Penalty: 3871.919434
	Iteration 19Q: 3 clusters Score -301143.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -301145.656250 Penalty: 3871.919434
	Iteration 20F: 3 clusters Score -301145.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -301146.000000 Penalty: 3871.919434
	Iteration 21Q: 3 clusters Score -301146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -301147.000000 Penalty: 3871.919434
	Iteration 22Q: 3 clusters Score -301147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -301148.593750 Penalty: 3871.919434
	Iteration 23Q: 3 clusters Score -301148.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -301148.593750 Penalty: 3871.919434
	Iteration 24F: 3 clusters Score -301148.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104570 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8694 members 
Mstep: Class 8 contains 48483 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 10853 members 
Mstep: Class 13 contains 14675 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12152 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30269 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48730 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91669 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 19411 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170683 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18511 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9116 members 
Mstep: Class 37 contains 4447 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951152.000000 Penalty: 142442.046875
Iteration 239Q: 42 clusters Score -1.509512e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104574 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10610 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8694 members 
Mstep: Class 8 contains 48483 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 10855 members 
Mstep: Class 13 contains 14674 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12153 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88579 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30264 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48729 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91664 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 19412 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170686 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18511 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9116 members 
Mstep: Class 37 contains 4447 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951168.000000 Penalty: 142442.046875
Iteration 240F: 42 clusters Score -1.509512e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104578 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10610 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8695 members 
Mstep: Class 8 contains 48482 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 10857 members 
Mstep: Class 13 contains 14673 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88580 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70958 members 
Mstep: Class 21 contains 30254 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48729 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91666 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 19413 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170684 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18510 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9116 members 
Mstep: Class 37 contains 4447 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951264.000000 Penalty: 142442.046875
Iteration 241Q: 42 clusters Score -1.509513e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104586 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10610 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8695 members 
Mstep: Class 8 contains 48481 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13199 members 
Mstep: Class 12 contains 10858 members 
Mstep: Class 13 contains 14674 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88580 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30245 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48732 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91661 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 19413 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170685 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18511 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9116 members 
Mstep: Class 37 contains 4447 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951152.000000 Penalty: 142442.046875
Iteration 242Q: 42 clusters Score -1.509512e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104588 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10610 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8696 members 
Mstep: Class 8 contains 48481 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13199 members 
Mstep: Class 12 contains 10859 members 
Mstep: Class 13 contains 14676 members 
Mstep: Class 14 contains 181640 members 
Mstep: Class 15 contains 12157 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88579 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70955 members 
Mstep: Class 21 contains 30243 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48733 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91659 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 19413 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170684 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18512 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9116 members 
Mstep: Class 37 contains 4447 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951168.000000 Penalty: 142442.046875
Iteration 243Q: 42 clusters Score -1.509512e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104593 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10610 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8697 members 
Mstep: Class 8 contains 48481 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13199 members 
Mstep: Class 12 contains 10859 members 
Mstep: Class 13 contains 14676 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12157 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70955 members 
Mstep: Class 21 contains 30240 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48734 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91655 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 19412 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170685 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18512 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9116 members 
Mstep: Class 37 contains 4447 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951168.000000 Penalty: 142442.046875
Iteration 244Q: 42 clusters Score -1.509512e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104594 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10610 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8698 members 
Mstep: Class 8 contains 48481 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13199 members 
Mstep: Class 12 contains 10860 members 
Mstep: Class 13 contains 14673 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12157 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88579 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70955 members 
Mstep: Class 21 contains 30239 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11494 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48734 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91652 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 19412 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170687 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18512 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9116 members 
Mstep: Class 37 contains 4448 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951152.000000 Penalty: 142442.046875
Iteration 245Q: 42 clusters Score -1.509512e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104594 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8699 members 
Mstep: Class 8 contains 48481 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13199 members 
Mstep: Class 12 contains 10861 members 
Mstep: Class 13 contains 14668 members 
Mstep: Class 14 contains 181640 members 
Mstep: Class 15 contains 12157 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88579 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30239 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 48734 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91651 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 19413 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170688 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18512 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9116 members 
Mstep: Class 37 contains 4449 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951152.000000 Penalty: 142442.046875
Iteration 246Q: 42 clusters Score -1.509512e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104596 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8698 members 
Mstep: Class 8 contains 48481 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13199 members 
Mstep: Class 12 contains 10863 members 
Mstep: Class 13 contains 14665 members 
Mstep: Class 14 contains 181640 members 
Mstep: Class 15 contains 12157 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88579 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30239 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 48735 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91648 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 19412 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170688 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18512 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9117 members 
Mstep: Class 37 contains 4450 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951152.000000 Penalty: 142442.046875
Iteration 247Q: 42 clusters Score -1.509512e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104595 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8700 members 
Mstep: Class 8 contains 48481 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13199 members 
Mstep: Class 12 contains 10865 members 
Mstep: Class 13 contains 14664 members 
Mstep: Class 14 contains 181640 members 
Mstep: Class 15 contains 12157 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30239 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 48736 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91648 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 19411 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170687 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18512 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9117 members 
Mstep: Class 37 contains 4450 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951152.000000 Penalty: 142442.046875
Iteration 248Q: 42 clusters Score -1.509512e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104595 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8701 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13199 members 
Mstep: Class 12 contains 10868 members 
Mstep: Class 13 contains 14663 members 
Mstep: Class 14 contains 181640 members 
Mstep: Class 15 contains 12157 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88575 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30239 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 48735 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91648 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 19412 members 
Mstep: Class 30 contains 20682 members 
Mstep: Class 31 contains 170688 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18512 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9117 members 
Mstep: Class 37 contains 4449 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951104.000000 Penalty: 142442.046875
Iteration 249Q: 42 clusters Score -1.509511e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104596 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8704 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13199 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 14662 members 
Mstep: Class 14 contains 181640 members 
Mstep: Class 15 contains 12157 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88576 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30238 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 48734 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91645 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19412 members 
Mstep: Class 30 contains 20682 members 
Mstep: Class 31 contains 170688 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18511 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9117 members 
Mstep: Class 37 contains 4449 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951056.000000 Penalty: 142442.046875
Iteration 250Q: 42 clusters Score -1.509511e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104597 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8706 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13200 members 
Mstep: Class 12 contains 10876 members 
Mstep: Class 13 contains 14656 members 
Mstep: Class 14 contains 181640 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30238 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 48731 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91645 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19412 members 
Mstep: Class 30 contains 20682 members 
Mstep: Class 31 contains 170688 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18511 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9117 members 
Mstep: Class 37 contains 4450 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951008.000000 Penalty: 142442.046875
Iteration 251Q: 42 clusters Score -1.50951e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104598 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8707 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13200 members 
Mstep: Class 12 contains 10880 members 
Mstep: Class 13 contains 14649 members 
Mstep: Class 14 contains 181640 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 48731 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91646 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19413 members 
Mstep: Class 30 contains 20682 members 
Mstep: Class 31 contains 170688 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18511 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9117 members 
Mstep: Class 37 contains 4450 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951088.000000 Penalty: 142442.046875
Iteration 252Q: 42 clusters Score -1.509511e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104597 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8708 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13200 members 
Mstep: Class 12 contains 10882 members 
Mstep: Class 13 contains 14650 members 
Mstep: Class 14 contains 181640 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11497 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 48728 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91645 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19413 members 
Mstep: Class 30 contains 20682 members 
Mstep: Class 31 contains 170688 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18511 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9117 members 
Mstep: Class 37 contains 4450 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951040.000000 Penalty: 142442.046875
Iteration 253Q: 42 clusters Score -1.50951e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104596 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8709 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13200 members 
Mstep: Class 12 contains 10882 members 
Mstep: Class 13 contains 14652 members 
Mstep: Class 14 contains 181639 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11498 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 48727 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91643 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19413 members 
Mstep: Class 30 contains 20682 members 
Mstep: Class 31 contains 170688 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18511 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9117 members 
Mstep: Class 37 contains 4450 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951056.000000 Penalty: 142442.046875
Iteration 254Q: 42 clusters Score -1.509511e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104596 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8711 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13200 members 
Mstep: Class 12 contains 10882 members 
Mstep: Class 13 contains 14651 members 
Mstep: Class 14 contains 181639 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11498 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48728 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91643 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19413 members 
Mstep: Class 30 contains 20681 members 
Mstep: Class 31 contains 170688 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18511 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9117 members 
Mstep: Class 37 contains 4450 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951056.000000 Penalty: 142442.046875
Iteration 255Q: 42 clusters Score -1.509511e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104596 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8716 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13200 members 
Mstep: Class 12 contains 10882 members 
Mstep: Class 13 contains 14648 members 
Mstep: Class 14 contains 181640 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11498 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48730 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91642 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19413 members 
Mstep: Class 30 contains 20679 members 
Mstep: Class 31 contains 170688 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18509 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9117 members 
Mstep: Class 37 contains 4451 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951040.000000 Penalty: 142442.046875
Iteration 256Q: 42 clusters Score -1.50951e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104596 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8716 members 
Mstep: Class 8 contains 48479 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10882 members 
Mstep: Class 13 contains 14647 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11497 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48730 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91642 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19413 members 
Mstep: Class 30 contains 20678 members 
Mstep: Class 31 contains 170689 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18509 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9117 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951008.000000 Penalty: 142442.046875
Iteration 257Q: 42 clusters Score -1.50951e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104597 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8718 members 
Mstep: Class 8 contains 48479 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10883 members 
Mstep: Class 13 contains 14646 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11497 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48729 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91640 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19413 members 
Mstep: Class 30 contains 20676 members 
Mstep: Class 31 contains 170690 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18509 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9117 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951008.000000 Penalty: 142442.046875
Iteration 258Q: 42 clusters Score -1.50951e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104599 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8721 members 
Mstep: Class 8 contains 48479 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23226 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10883 members 
Mstep: Class 13 contains 14641 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30236 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48729 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91639 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19414 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170690 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18509 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9118 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950976.000000 Penalty: 142442.046875
Iteration 259Q: 42 clusters Score -1.50951e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104600 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8724 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10884 members 
Mstep: Class 13 contains 14635 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48730 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91642 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19414 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170690 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18508 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9118 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950880.000000 Penalty: 142442.046875
Iteration 260F: 42 clusters Score -1.509509e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104599 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8726 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10887 members 
Mstep: Class 13 contains 14631 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88576 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48731 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91643 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19413 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170690 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18508 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9118 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950928.000000 Penalty: 142442.046875
Iteration 261Q: 42 clusters Score -1.509509e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104599 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8726 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10887 members 
Mstep: Class 13 contains 14633 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88576 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48730 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91642 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19412 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170692 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18507 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9118 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950912.000000 Penalty: 142442.046875
Iteration 262Q: 42 clusters Score -1.509509e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104598 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8726 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10888 members 
Mstep: Class 13 contains 14637 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88576 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48730 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91641 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19411 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170692 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18505 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9118 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950896.000000 Penalty: 142442.046875
Iteration 263Q: 42 clusters Score -1.509509e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104598 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8727 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10888 members 
Mstep: Class 13 contains 14638 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48729 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91639 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19411 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170692 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18505 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9118 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950928.000000 Penalty: 142442.046875
Iteration 264Q: 42 clusters Score -1.509509e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104598 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8728 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10888 members 
Mstep: Class 13 contains 14636 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48729 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91640 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19411 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170692 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18505 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9118 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950896.000000 Penalty: 142442.046875
Iteration 265Q: 42 clusters Score -1.509509e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104598 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8730 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10888 members 
Mstep: Class 13 contains 14635 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48729 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91640 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19410 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170692 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18505 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9118 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950912.000000 Penalty: 142442.046875
Iteration 266Q: 42 clusters Score -1.509509e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104598 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8731 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10888 members 
Mstep: Class 13 contains 14633 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48729 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91640 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19410 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170692 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18505 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9118 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950896.000000 Penalty: 142442.046875
Iteration 267Q: 42 clusters Score -1.509509e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104598 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8733 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10888 members 
Mstep: Class 13 contains 14631 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48729 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91641 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19410 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170692 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18505 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9118 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950880.000000 Penalty: 142442.046875
Iteration 268Q: 42 clusters Score -1.509509e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104598 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8735 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10888 members 
Mstep: Class 13 contains 14632 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30237 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48729 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91640 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19409 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18505 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9118 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950832.000000 Penalty: 142442.046875
Iteration 269Q: 42 clusters Score -1.509508e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104599 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8737 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10888 members 
Mstep: Class 13 contains 14632 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30236 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48729 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91639 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18505 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950864.000000 Penalty: 142442.046875
Iteration 270Q: 42 clusters Score -1.509509e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104599 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8737 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10889 members 
Mstep: Class 13 contains 14632 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30234 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48729 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91639 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18504 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950928.000000 Penalty: 142442.046875
Iteration 271Q: 42 clusters Score -1.509509e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104598 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8737 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14633 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30234 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48729 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91639 members 
Mstep: Class 28 contains 5423 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18502 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950944.000000 Penalty: 142442.046875
Iteration 272Q: 42 clusters Score -1.509509e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104598 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8737 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14634 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30234 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48729 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91639 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18500 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950976.000000 Penalty: 142442.046875
Iteration 273Q: 42 clusters Score -1.50951e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104597 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8737 members 
Mstep: Class 8 contains 48479 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14638 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30234 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48728 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91638 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18499 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950976.000000 Penalty: 142442.046875
Iteration 274Q: 42 clusters Score -1.50951e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104597 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8737 members 
Mstep: Class 8 contains 48479 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14642 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30234 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48727 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91639 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950976.000000 Penalty: 142442.046875
Iteration 275Q: 42 clusters Score -1.50951e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104597 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8738 members 
Mstep: Class 8 contains 48478 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14641 members 
Mstep: Class 14 contains 181642 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30234 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48728 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91639 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170690 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951024.000000 Penalty: 142442.046875
Iteration 276Q: 42 clusters Score -1.50951e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104597 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8738 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14640 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30234 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48727 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91639 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170690 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4453 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951008.000000 Penalty: 142442.046875
Iteration 277Q: 42 clusters Score -1.50951e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104597 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8738 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14640 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30234 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48726 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91639 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170690 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4454 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950992.000000 Penalty: 142442.046875
Iteration 278Q: 42 clusters Score -1.50951e+08 nChanged 2
Entering ConstructFrom: 
Score: -150950992.000000 Penalty: 142442.046875
Entering ConstructFrom: 
Trying to split cluster 1 (23615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Entering Unmasked Estep 
Score: -2876121.250000 Penalty: 2497.270020
	Iteration 0F: 2 clusters Score -2876121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2859714.250000 Penalty: 4994.540039
	Iteration 0F: 3 clusters Score -2859714 nChanged 10563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2865679.750000 Penalty: 4994.540039
	Iteration 1F: 3 clusters Score -2865680 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2866461.250000 Penalty: 4994.540039
	Iteration 2F: 3 clusters Score -2866461 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2867274.250000 Penalty: 4994.540039
	Iteration 3F: 3 clusters Score -2867274 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2868160.500000 Penalty: 4994.540039
	Iteration 4F: 3 clusters Score -2868160 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2869120.750000 Penalty: 4994.540039
	Iteration 5F: 3 clusters Score -2869121 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2869957.250000 Penalty: 4994.540039
	Iteration 6F: 3 clusters Score -2869957 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2870767.750000 Penalty: 4994.540039
	Iteration 7F: 3 clusters Score -2870768 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2871423.500000 Penalty: 4994.540039
	Iteration 8Q: 3 clusters Score -2871424 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2871956.000000 Penalty: 4994.540039
	Iteration 9Q: 3 clusters Score -2871956 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2872388.750000 Penalty: 4994.540039
	Iteration 10Q: 3 clusters Score -2872389 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2872723.250000 Penalty: 4994.540039
	Iteration 11Q: 3 clusters Score -2872723 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2872960.250000 Penalty: 4994.540039
	Iteration 12Q: 3 clusters Score -2872960 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2873127.250000 Penalty: 4994.540039
	Iteration 13Q: 3 clusters Score -2873127 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2873253.750000 Penalty: 4994.540039
	Iteration 14Q: 3 clusters Score -2873254 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2873313.250000 Penalty: 4994.540039
	Iteration 15Q: 3 clusters Score -2873313 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2873370.250000 Penalty: 4994.540039
	Iteration 16Q: 3 clusters Score -2873370 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2873409.000000 Penalty: 4994.540039
	Iteration 17Q: 3 clusters Score -2873409 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2873449.750000 Penalty: 4994.540039
	Iteration 18Q: 3 clusters Score -2873450 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2873480.500000 Penalty: 4994.540039
	Iteration 19Q: 3 clusters Score -2873480 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2873505.750000 Penalty: 4994.540039
	Iteration 20F: 3 clusters Score -2873506 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2873525.750000 Penalty: 4994.540039
	Iteration 21Q: 3 clusters Score -2873526 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2873539.250000 Penalty: 4994.540039
	Iteration 22Q: 3 clusters Score -2873539 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2873571.000000 Penalty: 4994.540039
	Iteration 23Q: 3 clusters Score -2873571 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2873570.750000 Penalty: 4994.540039
	Iteration 24Q: 3 clusters Score -2873571 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2873578.250000 Penalty: 4994.540039
	Iteration 25Q: 3 clusters Score -2873578 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2873609.250000 Penalty: 4994.540039
	Iteration 26Q: 3 clusters Score -2873609 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2873628.250000 Penalty: 4994.540039
	Iteration 27Q: 3 clusters Score -2873628 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2873638.000000 Penalty: 4994.540039
	Iteration 28Q: 3 clusters Score -2873638 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2873661.000000 Penalty: 4994.540039
	Iteration 29Q: 3 clusters Score -2873661 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2873685.750000 Penalty: 4994.540039
	Iteration 30Q: 3 clusters Score -2873686 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2873714.250000 Penalty: 4994.540039
	Iteration 31Q: 3 clusters Score -2873714 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2873726.750000 Penalty: 4994.540039
	Iteration 32Q: 3 clusters Score -2873727 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2873769.250000 Penalty: 4994.540039
	Iteration 33Q: 3 clusters Score -2873769 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2873835.250000 Penalty: 4994.540039
	Iteration 34Q: 3 clusters Score -2873835 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2873901.750000 Penalty: 4994.540039
	Iteration 35Q: 3 clusters Score -2873902 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2874006.250000 Penalty: 4994.540039
	Iteration 36Q: 3 clusters Score -2874006 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2874090.250000 Penalty: 4994.540039
	Iteration 37Q: 3 clusters Score -2874090 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2874146.500000 Penalty: 4994.540039
	Iteration 38Q: 3 clusters Score -2874146 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2874185.000000 Penalty: 4994.540039
	Iteration 39Q: 3 clusters Score -2874185 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2874217.000000 Penalty: 4994.540039
	Iteration 40F: 3 clusters Score -2874217 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2874235.250000 Penalty: 4994.540039
	Iteration 41Q: 3 clusters Score -2874235 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2874250.500000 Penalty: 4994.540039
	Iteration 42Q: 3 clusters Score -2874250 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2874259.000000 Penalty: 4994.540039
	Iteration 43Q: 3 clusters Score -2874259 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2874251.500000 Penalty: 4994.540039
	Iteration 44Q: 3 clusters Score -2874252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2874259.750000 Penalty: 4994.540039
	Iteration 45Q: 3 clusters Score -2874260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2874261.750000 Penalty: 4994.540039
	Iteration 46Q: 3 clusters Score -2874262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2874273.750000 Penalty: 4994.540039
	Iteration 47Q: 3 clusters Score -2874274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2874261.750000 Penalty: 4994.540039
	Iteration 48Q: 3 clusters Score -2874262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2874262.750000 Penalty: 4994.540039
	Iteration 49Q: 3 clusters Score -2874263 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2874273.250000 Penalty: 4994.540039
	Iteration 50Q: 3 clusters Score -2874273 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2874274.750000 Penalty: 4994.540039
	Iteration 51Q: 3 clusters Score -2874275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2874281.000000 Penalty: 4994.540039
	Iteration 52Q: 3 clusters Score -2874281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2874282.500000 Penalty: 4994.540039
	Iteration 53Q: 3 clusters Score -2874282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2874282.750000 Penalty: 4994.540039
	Iteration 54Q: 3 clusters Score -2874283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2874283.500000 Penalty: 4994.540039
	Iteration 55Q: 3 clusters Score -2874284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2874285.000000 Penalty: 4994.540039
	Iteration 56Q: 3 clusters Score -2874285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2874283.250000 Penalty: 4994.540039
	Iteration 57Q: 3 clusters Score -2874283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2874282.500000 Penalty: 4994.540039
	Iteration 58Q: 3 clusters Score -2874282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2874290.000000 Penalty: 4994.540039
	Iteration 59Q: 3 clusters Score -2874290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2874295.000000 Penalty: 4994.540039
	Iteration 60F: 3 clusters Score -2874295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2874302.250000 Penalty: 4994.540039
	Iteration 61Q: 3 clusters Score -2874302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2874303.000000 Penalty: 4994.540039
	Iteration 62Q: 3 clusters Score -2874303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2874301.750000 Penalty: 4994.540039
	Iteration 63Q: 3 clusters Score -2874302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2874305.000000 Penalty: 4994.540039
	Iteration 64Q: 3 clusters Score -2874305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2874306.250000 Penalty: 4994.540039
	Iteration 65Q: 3 clusters Score -2874306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2874302.250000 Penalty: 4994.540039
	Iteration 66Q: 3 clusters Score -2874302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2874302.500000 Penalty: 4994.540039
	Iteration 67Q: 3 clusters Score -2874302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2874306.500000 Penalty: 4994.540039
	Iteration 68Q: 3 clusters Score -2874306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2874301.500000 Penalty: 4994.540039
	Iteration 69Q: 3 clusters Score -2874302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2874302.000000 Penalty: 4994.540039
	Iteration 70Q: 3 clusters Score -2874302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2874301.500000 Penalty: 4994.540039
	Iteration 71Q: 3 clusters Score -2874302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2874301.500000 Penalty: 4994.540039
	Iteration 72F: 3 clusters Score -2874302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (104597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104597 members 
Entering Unmasked Estep 
Score: -13459403.000000 Penalty: 2866.351807
	Iteration 0F: 2 clusters Score -1.34594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -13389749.000000 Penalty: 5732.703613
	Iteration 0F: 3 clusters Score -1.338975e+07 nChanged 49502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -13418071.000000 Penalty: 5732.703613
	Iteration 1F: 3 clusters Score -1.341807e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -13418882.000000 Penalty: 5732.703613
	Iteration 2Q: 3 clusters Score -1.341888e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -13419822.000000 Penalty: 5732.703613
	Iteration 3Q: 3 clusters Score -1.341982e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -13420871.000000 Penalty: 5732.703613
	Iteration 4Q: 3 clusters Score -1.342087e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -13422458.000000 Penalty: 5732.703613
	Iteration 5Q: 3 clusters Score -1.342246e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66246 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -13425143.000000 Penalty: 5732.703613
	Iteration 6Q: 3 clusters Score -1.342514e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72108 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -13429270.000000 Penalty: 5732.703613
	Iteration 7F: 3 clusters Score -1.342927e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79190 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -13435256.000000 Penalty: 5732.703613
	Iteration 8F: 3 clusters Score -1.343526e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86628 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -13442180.000000 Penalty: 5732.703613
	Iteration 9F: 3 clusters Score -1.344218e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92819 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -13448138.000000 Penalty: 5732.703613
	Iteration 10F: 3 clusters Score -1.344814e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96968 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -13452121.000000 Penalty: 5732.703613
	Iteration 11Q: 3 clusters Score -1.345212e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99257 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -13454502.000000 Penalty: 5732.703613
	Iteration 12Q: 3 clusters Score -1.34545e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100431 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -13455774.000000 Penalty: 5732.703613
	Iteration 13Q: 3 clusters Score -1.345577e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -13456338.000000 Penalty: 5732.703613
	Iteration 14Q: 3 clusters Score -1.345634e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101489 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -13456673.000000 Penalty: 5732.703613
	Iteration 15Q: 3 clusters Score -1.345667e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -13456818.000000 Penalty: 5732.703613
	Iteration 16Q: 3 clusters Score -1.345682e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101963 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -13456974.000000 Penalty: 5732.703613
	Iteration 17Q: 3 clusters Score -1.345697e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102101 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -13457016.000000 Penalty: 5732.703613
	Iteration 18Q: 3 clusters Score -1.345702e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102209 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -13457086.000000 Penalty: 5732.703613
	Iteration 19Q: 3 clusters Score -1.345709e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102285 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -13457148.000000 Penalty: 5732.703613
	Iteration 20F: 3 clusters Score -1.345715e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102357 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -13457172.000000 Penalty: 5732.703613
	Iteration 21Q: 3 clusters Score -1.345717e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102412 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -13457208.000000 Penalty: 5732.703613
	Iteration 22Q: 3 clusters Score -1.345721e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102452 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -13457240.000000 Penalty: 5732.703613
	Iteration 23Q: 3 clusters Score -1.345724e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102490 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -13457280.000000 Penalty: 5732.703613
	Iteration 24Q: 3 clusters Score -1.345728e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102520 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -13457290.000000 Penalty: 5732.703613
	Iteration 25Q: 3 clusters Score -1.345729e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102564 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -13457295.000000 Penalty: 5732.703613
	Iteration 26Q: 3 clusters Score -1.34573e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102592 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -13457313.000000 Penalty: 5732.703613
	Iteration 27Q: 3 clusters Score -1.345731e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102612 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -13457330.000000 Penalty: 5732.703613
	Iteration 28Q: 3 clusters Score -1.345733e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102629 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -13457334.000000 Penalty: 5732.703613
	Iteration 29Q: 3 clusters Score -1.345733e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102646 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -13457353.000000 Penalty: 5732.703613
	Iteration 30Q: 3 clusters Score -1.345735e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102650 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -13457370.000000 Penalty: 5732.703613
	Iteration 31Q: 3 clusters Score -1.345737e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102667 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -13457395.000000 Penalty: 5732.703613
	Iteration 32Q: 3 clusters Score -1.34574e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102679 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -13457380.000000 Penalty: 5732.703613
	Iteration 33Q: 3 clusters Score -1.345738e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102688 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -13457393.000000 Penalty: 5732.703613
	Iteration 34Q: 3 clusters Score -1.345739e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102696 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -13457400.000000 Penalty: 5732.703613
	Iteration 35Q: 3 clusters Score -1.34574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102704 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -13457404.000000 Penalty: 5732.703613
	Iteration 36Q: 3 clusters Score -1.34574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102712 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -13457406.000000 Penalty: 5732.703613
	Iteration 37Q: 3 clusters Score -1.345741e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -13457413.000000 Penalty: 5732.703613
	Iteration 38Q: 3 clusters Score -1.345741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102711 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -13457421.000000 Penalty: 5732.703613
	Iteration 39Q: 3 clusters Score -1.345742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102708 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -13457421.000000 Penalty: 5732.703613
	Iteration 40F: 3 clusters Score -1.345742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102706 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -13457416.000000 Penalty: 5732.703613
	Iteration 41Q: 3 clusters Score -1.345742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102706 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -13457407.000000 Penalty: 5732.703613
	Iteration 42Q: 3 clusters Score -1.345741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102706 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -13457414.000000 Penalty: 5732.703613
	Iteration 43Q: 3 clusters Score -1.345741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102704 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -13457419.000000 Penalty: 5732.703613
	Iteration 44Q: 3 clusters Score -1.345742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102704 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -13457413.000000 Penalty: 5732.703613
	Iteration 45Q: 3 clusters Score -1.345741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102706 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -13457413.000000 Penalty: 5732.703613
	Iteration 46Q: 3 clusters Score -1.345741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102706 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -13457422.000000 Penalty: 5732.703613
	Iteration 47Q: 3 clusters Score -1.345742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102707 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -13457418.000000 Penalty: 5732.703613
	Iteration 48Q: 3 clusters Score -1.345742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102709 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -13457419.000000 Penalty: 5732.703613
	Iteration 49Q: 3 clusters Score -1.345742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -13457421.000000 Penalty: 5732.703613
	Iteration 50Q: 3 clusters Score -1.345742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102712 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -13457422.000000 Penalty: 5732.703613
	Iteration 51Q: 3 clusters Score -1.345742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102712 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -13457422.000000 Penalty: 5732.703613
	Iteration 52F: 3 clusters Score -1.345742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Entering Unmasked Estep 
Score: -245175.671875 Penalty: 1888.227051
	Iteration 0F: 2 clusters Score -245175.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -242589.781250 Penalty: 3776.454102
	Iteration 0F: 3 clusters Score -242589.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -243126.000000 Penalty: 3776.454102
	Iteration 1F: 3 clusters Score -243126 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -243351.218750 Penalty: 3776.454102
	Iteration 2F: 3 clusters Score -243351.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -243535.812500 Penalty: 3776.454102
	Iteration 3F: 3 clusters Score -243535.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -243667.687500 Penalty: 3776.454102
	Iteration 4Q: 3 clusters Score -243667.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -243764.890625 Penalty: 3776.454102
	Iteration 5Q: 3 clusters Score -243764.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -243865.859375 Penalty: 3776.454102
	Iteration 6Q: 3 clusters Score -243865.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -243958.390625 Penalty: 3776.454102
	Iteration 7Q: 3 clusters Score -243958.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -244041.656250 Penalty: 3776.454102
	Iteration 8Q: 3 clusters Score -244041.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -244119.000000 Penalty: 3776.454102
	Iteration 9Q: 3 clusters Score -244119 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -244201.531250 Penalty: 3776.454102
	Iteration 10Q: 3 clusters Score -244201.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -244266.078125 Penalty: 3776.454102
	Iteration 11Q: 3 clusters Score -244266.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -244323.046875 Penalty: 3776.454102
	Iteration 12Q: 3 clusters Score -244323 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -244358.000000 Penalty: 3776.454102
	Iteration 13Q: 3 clusters Score -244358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -244380.125000 Penalty: 3776.454102
	Iteration 14Q: 3 clusters Score -244380.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -244411.906250 Penalty: 3776.454102
	Iteration 15Q: 3 clusters Score -244411.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -244456.406250 Penalty: 3776.454102
	Iteration 16Q: 3 clusters Score -244456.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -244495.562500 Penalty: 3776.454102
	Iteration 17Q: 3 clusters Score -244495.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -244539.921875 Penalty: 3776.454102
	Iteration 18Q: 3 clusters Score -244539.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -244595.484375 Penalty: 3776.454102
	Iteration 19Q: 3 clusters Score -244595.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -244634.171875 Penalty: 3776.454102
	Iteration 20F: 3 clusters Score -244634.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -244674.390625 Penalty: 3776.454102
	Iteration 21Q: 3 clusters Score -244674.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -244715.156250 Penalty: 3776.454102
	Iteration 22Q: 3 clusters Score -244715.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -244733.734375 Penalty: 3776.454102
	Iteration 23Q: 3 clusters Score -244733.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -244759.468750 Penalty: 3776.454102
	Iteration 24Q: 3 clusters Score -244759.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -244779.859375 Penalty: 3776.454102
	Iteration 25Q: 3 clusters Score -244779.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -244799.375000 Penalty: 3776.454102
	Iteration 26Q: 3 clusters Score -244799.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -244809.265625 Penalty: 3776.454102
	Iteration 27Q: 3 clusters Score -244809.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -244814.265625 Penalty: 3776.454102
	Iteration 28Q: 3 clusters Score -244814.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -244815.781250 Penalty: 3776.454102
	Iteration 29Q: 3 clusters Score -244815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -244817.312500 Penalty: 3776.454102
	Iteration 30Q: 3 clusters Score -244817.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -244817.656250 Penalty: 3776.454102
	Iteration 31Q: 3 clusters Score -244817.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -244817.656250 Penalty: 3776.454102
	Iteration 32F: 3 clusters Score -244817.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Entering Unmasked Estep 
Score: -581634.437500 Penalty: 2086.134521
	Iteration 0F: 2 clusters Score -581634.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -577489.500000 Penalty: 4172.269043
	Iteration 0F: 3 clusters Score -577489.5 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -578433.812500 Penalty: 4172.269043
	Iteration 1F: 3 clusters Score -578433.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -578622.625000 Penalty: 4172.269043
	Iteration 2F: 3 clusters Score -578622.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -578755.000000 Penalty: 4172.269043
	Iteration 3F: 3 clusters Score -578755 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -578846.562500 Penalty: 4172.269043
	Iteration 4Q: 3 clusters Score -578846.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -578911.437500 Penalty: 4172.269043
	Iteration 5Q: 3 clusters Score -578911.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -578963.062500 Penalty: 4172.269043
	Iteration 6Q: 3 clusters Score -578963.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -579000.750000 Penalty: 4172.269043
	Iteration 7Q: 3 clusters Score -579000.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -579028.562500 Penalty: 4172.269043
	Iteration 8Q: 3 clusters Score -579028.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -579059.062500 Penalty: 4172.269043
	Iteration 9Q: 3 clusters Score -579059.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -579090.937500 Penalty: 4172.269043
	Iteration 10Q: 3 clusters Score -579090.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -579121.437500 Penalty: 4172.269043
	Iteration 11Q: 3 clusters Score -579121.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -579142.625000 Penalty: 4172.269043
	Iteration 12Q: 3 clusters Score -579142.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -579163.000000 Penalty: 4172.269043
	Iteration 13Q: 3 clusters Score -579163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -579180.312500 Penalty: 4172.269043
	Iteration 14Q: 3 clusters Score -579180.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -579208.875000 Penalty: 4172.269043
	Iteration 15Q: 3 clusters Score -579208.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -579243.125000 Penalty: 4172.269043
	Iteration 16Q: 3 clusters Score -579243.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -579274.000000 Penalty: 4172.269043
	Iteration 17Q: 3 clusters Score -579274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -579298.250000 Penalty: 4172.269043
	Iteration 18Q: 3 clusters Score -579298.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -579327.750000 Penalty: 4172.269043
	Iteration 19Q: 3 clusters Score -579327.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -579359.687500 Penalty: 4172.269043
	Iteration 20F: 3 clusters Score -579359.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -579403.625000 Penalty: 4172.269043
	Iteration 21Q: 3 clusters Score -579403.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -579441.375000 Penalty: 4172.269043
	Iteration 22Q: 3 clusters Score -579441.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -579469.625000 Penalty: 4172.269043
	Iteration 23Q: 3 clusters Score -579469.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -579488.312500 Penalty: 4172.269043
	Iteration 24Q: 3 clusters Score -579488.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -579508.375000 Penalty: 4172.269043
	Iteration 25Q: 3 clusters Score -579508.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -579533.812500 Penalty: 4172.269043
	Iteration 26Q: 3 clusters Score -579533.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -579555.312500 Penalty: 4172.269043
	Iteration 27Q: 3 clusters Score -579555.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -579570.437500 Penalty: 4172.269043
	Iteration 28Q: 3 clusters Score -579570.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -579582.812500 Penalty: 4172.269043
	Iteration 29Q: 3 clusters Score -579582.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -579598.312500 Penalty: 4172.269043
	Iteration 30Q: 3 clusters Score -579598.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -579615.187500 Penalty: 4172.269043
	Iteration 31Q: 3 clusters Score -579615.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -579634.625000 Penalty: 4172.269043
	Iteration 32Q: 3 clusters Score -579634.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -579651.312500 Penalty: 4172.269043
	Iteration 33Q: 3 clusters Score -579651.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -579667.937500 Penalty: 4172.269043
	Iteration 34Q: 3 clusters Score -579667.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -579682.312500 Penalty: 4172.269043
	Iteration 35Q: 3 clusters Score -579682.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -579690.937500 Penalty: 4172.269043
	Iteration 36Q: 3 clusters Score -579690.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -579700.187500 Penalty: 4172.269043
	Iteration 37Q: 3 clusters Score -579700.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -579709.312500 Penalty: 4172.269043
	Iteration 38Q: 3 clusters Score -579709.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -579716.937500 Penalty: 4172.269043
	Iteration 39Q: 3 clusters Score -579716.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -579728.625000 Penalty: 4172.269043
	Iteration 40F: 3 clusters Score -579728.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -579735.250000 Penalty: 4172.269043
	Iteration 41Q: 3 clusters Score -579735.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -579740.187500 Penalty: 4172.269043
	Iteration 42Q: 3 clusters Score -579740.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -579748.437500 Penalty: 4172.269043
	Iteration 43Q: 3 clusters Score -579748.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -579755.812500 Penalty: 4172.269043
	Iteration 44Q: 3 clusters Score -579755.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -579763.437500 Penalty: 4172.269043
	Iteration 45Q: 3 clusters Score -579763.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -579772.562500 Penalty: 4172.269043
	Iteration 46Q: 3 clusters Score -579772.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -579781.625000 Penalty: 4172.269043
	Iteration 47Q: 3 clusters Score -579781.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -579786.187500 Penalty: 4172.269043
	Iteration 48Q: 3 clusters Score -579786.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -579789.437500 Penalty: 4172.269043
	Iteration 49Q: 3 clusters Score -579789.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -579789.437500 Penalty: 4172.269043
	Iteration 50F: 3 clusters Score -579789.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Entering Unmasked Estep 
Score: -1290755.000000 Penalty: 2298.825439
	Iteration 0F: 2 clusters Score -1290755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1282747.250000 Penalty: 4597.650879
	Iteration 0F: 3 clusters Score -1282747 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1285171.875000 Penalty: 4597.650879
	Iteration 1F: 3 clusters Score -1285172 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1285522.125000 Penalty: 4597.650879
	Iteration 2F: 3 clusters Score -1285522 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1285806.500000 Penalty: 4597.650879
	Iteration 3F: 3 clusters Score -1285806 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1286129.375000 Penalty: 4597.650879
	Iteration 4F: 3 clusters Score -1286129 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1286437.625000 Penalty: 4597.650879
	Iteration 5Q: 3 clusters Score -1286438 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1286778.125000 Penalty: 4597.650879
	Iteration 6Q: 3 clusters Score -1286778 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1287196.750000 Penalty: 4597.650879
	Iteration 7F: 3 clusters Score -1287197 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1287656.500000 Penalty: 4597.650879
	Iteration 8F: 3 clusters Score -1287656 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1288123.500000 Penalty: 4597.650879
	Iteration 9F: 3 clusters Score -1288124 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1288594.625000 Penalty: 4597.650879
	Iteration 10Q: 3 clusters Score -1288595 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1289009.625000 Penalty: 4597.650879
	Iteration 11Q: 3 clusters Score -1289010 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1289352.875000 Penalty: 4597.650879
	Iteration 12Q: 3 clusters Score -1289353 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1289562.625000 Penalty: 4597.650879
	Iteration 13Q: 3 clusters Score -1289563 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1289715.250000 Penalty: 4597.650879
	Iteration 14Q: 3 clusters Score -1289715 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1289861.750000 Penalty: 4597.650879
	Iteration 15Q: 3 clusters Score -1289862 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1290043.000000 Penalty: 4597.650879
	Iteration 16Q: 3 clusters Score -1290043 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1290236.250000 Penalty: 4597.650879
	Iteration 17Q: 3 clusters Score -1290236 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1290417.625000 Penalty: 4597.650879
	Iteration 18Q: 3 clusters Score -1290418 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1290553.250000 Penalty: 4597.650879
	Iteration 19Q: 3 clusters Score -1290553 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1290675.375000 Penalty: 4597.650879
	Iteration 20F: 3 clusters Score -1290675 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1290748.250000 Penalty: 4597.650879
	Iteration 21Q: 3 clusters Score -1290748 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1290802.500000 Penalty: 4597.650879
	Iteration 22Q: 3 clusters Score -1290802 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1290832.000000 Penalty: 4597.650879
	Iteration 23Q: 3 clusters Score -1290832 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1290851.750000 Penalty: 4597.650879
	Iteration 24Q: 3 clusters Score -1290852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1290866.625000 Penalty: 4597.650879
	Iteration 25Q: 3 clusters Score -1290867 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1290879.375000 Penalty: 4597.650879
	Iteration 26Q: 3 clusters Score -1290879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1290885.000000 Penalty: 4597.650879
	Iteration 27Q: 3 clusters Score -1290885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1290890.250000 Penalty: 4597.650879
	Iteration 28Q: 3 clusters Score -1290890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1290892.500000 Penalty: 4597.650879
	Iteration 29Q: 3 clusters Score -1290892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1290895.375000 Penalty: 4597.650879
	Iteration 30Q: 3 clusters Score -1290895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1290899.375000 Penalty: 4597.650879
	Iteration 31Q: 3 clusters Score -1290899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1290905.125000 Penalty: 4597.650879
	Iteration 32Q: 3 clusters Score -1290905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1290903.750000 Penalty: 4597.650879
	Iteration 33Q: 3 clusters Score -1290904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1290906.000000 Penalty: 4597.650879
	Iteration 34Q: 3 clusters Score -1290906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1290906.375000 Penalty: 4597.650879
	Iteration 35Q: 3 clusters Score -1290906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1290905.500000 Penalty: 4597.650879
	Iteration 36Q: 3 clusters Score -1290906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1290909.625000 Penalty: 4597.650879
	Iteration 37Q: 3 clusters Score -1290910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1290911.375000 Penalty: 4597.650879
	Iteration 38Q: 3 clusters Score -1290911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1290910.000000 Penalty: 4597.650879
	Iteration 39Q: 3 clusters Score -1290910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1290913.875000 Penalty: 4597.650879
	Iteration 40F: 3 clusters Score -1290914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1290912.500000 Penalty: 4597.650879
	Iteration 41Q: 3 clusters Score -1290912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1290914.250000 Penalty: 4597.650879
	Iteration 42Q: 3 clusters Score -1290914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1290914.875000 Penalty: 4597.650879
	Iteration 43Q: 3 clusters Score -1290915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1290917.125000 Penalty: 4597.650879
	Iteration 44Q: 3 clusters Score -1290917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1290921.750000 Penalty: 4597.650879
	Iteration 45Q: 3 clusters Score -1290922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1290921.875000 Penalty: 4597.650879
	Iteration 46Q: 3 clusters Score -1290922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1290923.875000 Penalty: 4597.650879
	Iteration 47Q: 3 clusters Score -1290924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1290925.125000 Penalty: 4597.650879
	Iteration 48Q: 3 clusters Score -1290925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1290923.375000 Penalty: 4597.650879
	Iteration 49Q: 3 clusters Score -1290923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1290925.875000 Penalty: 4597.650879
	Iteration 50Q: 3 clusters Score -1290926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1290924.875000 Penalty: 4597.650879
	Iteration 51Q: 3 clusters Score -1290925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1290924.250000 Penalty: 4597.650879
	Iteration 52Q: 3 clusters Score -1290924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1290922.250000 Penalty: 4597.650879
	Iteration 53Q: 3 clusters Score -1290922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1290922.875000 Penalty: 4597.650879
	Iteration 54Q: 3 clusters Score -1290923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1290922.875000 Penalty: 4597.650879
	Iteration 55Q: 3 clusters Score -1290923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1290924.625000 Penalty: 4597.650879
	Iteration 56Q: 3 clusters Score -1290925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1290923.875000 Penalty: 4597.650879
	Iteration 57Q: 3 clusters Score -1290924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1290925.750000 Penalty: 4597.650879
	Iteration 58Q: 3 clusters Score -1290926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1290925.625000 Penalty: 4597.650879
	Iteration 59Q: 3 clusters Score -1290926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1290925.625000 Penalty: 4597.650879
	Iteration 60F: 3 clusters Score -1290926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104597 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 4954 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14640 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30234 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48726 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91638 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170690 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4454 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Mstep: Class 42 contains 5655 members 
Entering Unmasked Estep 
Score: -150949824.000000 Penalty: 145916.250000
Splitting cluster 5 changes total score from -150950992.000000 to -150949824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (25059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Entering Unmasked Estep 
Score: -3160110.500000 Penalty: 2511.989014
	Iteration 0F: 2 clusters Score -3160110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3142809.250000 Penalty: 5023.978027
	Iteration 0F: 3 clusters Score -3142809 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -3148758.750000 Penalty: 5023.978027
	Iteration 1F: 3 clusters Score -3148759 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -3149236.500000 Penalty: 5023.978027
	Iteration 2F: 3 clusters Score -3149236 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -3149727.000000 Penalty: 5023.978027
	Iteration 3Q: 3 clusters Score -3149727 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -3150367.750000 Penalty: 5023.978027
	Iteration 4Q: 3 clusters Score -3150368 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -3151102.750000 Penalty: 5023.978027
	Iteration 5Q: 3 clusters Score -3151103 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3151936.750000 Penalty: 5023.978027
	Iteration 6F: 3 clusters Score -3151937 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -3152837.250000 Penalty: 5023.978027
	Iteration 7F: 3 clusters Score -3152837 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -3153745.000000 Penalty: 5023.978027
	Iteration 8F: 3 clusters Score -3153745 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3154684.500000 Penalty: 5023.978027
	Iteration 9F: 3 clusters Score -3154684 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -3155526.250000 Penalty: 5023.978027
	Iteration 10F: 3 clusters Score -3155526 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -3156160.750000 Penalty: 5023.978027
	Iteration 11Q: 3 clusters Score -3156161 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -3156692.250000 Penalty: 5023.978027
	Iteration 12Q: 3 clusters Score -3156692 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -3157178.250000 Penalty: 5023.978027
	Iteration 13Q: 3 clusters Score -3157178 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -3157638.000000 Penalty: 5023.978027
	Iteration 14Q: 3 clusters Score -3157638 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -3158118.750000 Penalty: 5023.978027
	Iteration 15Q: 3 clusters Score -3158119 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -3158664.250000 Penalty: 5023.978027
	Iteration 16Q: 3 clusters Score -3158664 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3159149.000000 Penalty: 5023.978027
	Iteration 17Q: 3 clusters Score -3159149 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -3159458.000000 Penalty: 5023.978027
	Iteration 18Q: 3 clusters Score -3159458 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -3159620.500000 Penalty: 5023.978027
	Iteration 19Q: 3 clusters Score -3159620 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -3159694.250000 Penalty: 5023.978027
	Iteration 20F: 3 clusters Score -3159694 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -3159751.250000 Penalty: 5023.978027
	Iteration 21Q: 3 clusters Score -3159751 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3159787.500000 Penalty: 5023.978027
	Iteration 22Q: 3 clusters Score -3159788 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -3159811.500000 Penalty: 5023.978027
	Iteration 23Q: 3 clusters Score -3159812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3159831.500000 Penalty: 5023.978027
	Iteration 24Q: 3 clusters Score -3159832 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3159841.250000 Penalty: 5023.978027
	Iteration 25Q: 3 clusters Score -3159841 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3159846.750000 Penalty: 5023.978027
	Iteration 26Q: 3 clusters Score -3159847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -3159858.250000 Penalty: 5023.978027
	Iteration 27Q: 3 clusters Score -3159858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3159874.000000 Penalty: 5023.978027
	Iteration 28Q: 3 clusters Score -3159874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -3159871.500000 Penalty: 5023.978027
	Iteration 29Q: 3 clusters Score -3159872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3159876.500000 Penalty: 5023.978027
	Iteration 30Q: 3 clusters Score -3159876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -3159875.750000 Penalty: 5023.978027
	Iteration 31Q: 3 clusters Score -3159876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3159878.250000 Penalty: 5023.978027
	Iteration 32Q: 3 clusters Score -3159878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3159879.500000 Penalty: 5023.978027
	Iteration 33Q: 3 clusters Score -3159880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -3159884.250000 Penalty: 5023.978027
	Iteration 34Q: 3 clusters Score -3159884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3159884.250000 Penalty: 5023.978027
	Iteration 35Q: 3 clusters Score -3159884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -3159888.000000 Penalty: 5023.978027
	Iteration 36Q: 3 clusters Score -3159888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -3159888.000000 Penalty: 5023.978027
	Iteration 37F: 3 clusters Score -3159888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Entering Unmasked Estep 
Score: -983015.250000 Penalty: 2250.736572
	Iteration 0F: 2 clusters Score -983015.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -976214.875000 Penalty: 4501.473145
	Iteration 0F: 3 clusters Score -976214.9 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -978384.312500 Penalty: 4501.473145
	Iteration 1F: 3 clusters Score -978384.3 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -978976.937500 Penalty: 4501.473145
	Iteration 2F: 3 clusters Score -978976.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -979576.687500 Penalty: 4501.473145
	Iteration 3F: 3 clusters Score -979576.7 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -980172.625000 Penalty: 4501.473145
	Iteration 4F: 3 clusters Score -980172.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -980664.437500 Penalty: 4501.473145
	Iteration 5F: 3 clusters Score -980664.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -981062.250000 Penalty: 4501.473145
	Iteration 6F: 3 clusters Score -981062.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -981366.312500 Penalty: 4501.473145
	Iteration 7Q: 3 clusters Score -981366.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -981576.437500 Penalty: 4501.473145
	Iteration 8Q: 3 clusters Score -981576.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -981696.500000 Penalty: 4501.473145
	Iteration 9Q: 3 clusters Score -981696.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -981775.312500 Penalty: 4501.473145
	Iteration 10Q: 3 clusters Score -981775.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -981841.312500 Penalty: 4501.473145
	Iteration 11Q: 3 clusters Score -981841.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -981878.625000 Penalty: 4501.473145
	Iteration 12Q: 3 clusters Score -981878.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -981900.500000 Penalty: 4501.473145
	Iteration 13Q: 3 clusters Score -981900.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -981922.687500 Penalty: 4501.473145
	Iteration 14Q: 3 clusters Score -981922.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -981936.750000 Penalty: 4501.473145
	Iteration 15Q: 3 clusters Score -981936.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -981947.937500 Penalty: 4501.473145
	Iteration 16Q: 3 clusters Score -981947.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -981957.562500 Penalty: 4501.473145
	Iteration 17Q: 3 clusters Score -981957.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -981964.375000 Penalty: 4501.473145
	Iteration 18Q: 3 clusters Score -981964.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -981972.375000 Penalty: 4501.473145
	Iteration 19Q: 3 clusters Score -981972.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -981977.250000 Penalty: 4501.473145
	Iteration 20F: 3 clusters Score -981977.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -981982.875000 Penalty: 4501.473145
	Iteration 21Q: 3 clusters Score -981982.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -981987.562500 Penalty: 4501.473145
	Iteration 22Q: 3 clusters Score -981987.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -981990.250000 Penalty: 4501.473145
	Iteration 23Q: 3 clusters Score -981990.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -981994.250000 Penalty: 4501.473145
	Iteration 24Q: 3 clusters Score -981994.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -981996.125000 Penalty: 4501.473145
	Iteration 25Q: 3 clusters Score -981996.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -981999.687500 Penalty: 4501.473145
	Iteration 26Q: 3 clusters Score -981999.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -981999.625000 Penalty: 4501.473145
	Iteration 27Q: 3 clusters Score -981999.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -982003.000000 Penalty: 4501.473145
	Iteration 28Q: 3 clusters Score -982003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -982002.312500 Penalty: 4501.473145
	Iteration 29Q: 3 clusters Score -982002.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -982006.375000 Penalty: 4501.473145
	Iteration 30Q: 3 clusters Score -982006.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -982007.750000 Penalty: 4501.473145
	Iteration 31Q: 3 clusters Score -982007.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -982012.312500 Penalty: 4501.473145
	Iteration 32Q: 3 clusters Score -982012.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -982012.750000 Penalty: 4501.473145
	Iteration 33Q: 3 clusters Score -982012.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -982024.250000 Penalty: 4501.473145
	Iteration 34Q: 3 clusters Score -982024.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -982031.500000 Penalty: 4501.473145
	Iteration 35Q: 3 clusters Score -982031.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -982032.187500 Penalty: 4501.473145
	Iteration 36Q: 3 clusters Score -982032.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -982039.062500 Penalty: 4501.473145
	Iteration 37Q: 3 clusters Score -982039.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -982047.375000 Penalty: 4501.473145
	Iteration 38Q: 3 clusters Score -982047.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -982053.312500 Penalty: 4501.473145
	Iteration 39Q: 3 clusters Score -982053.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -982058.250000 Penalty: 4501.473145
	Iteration 40F: 3 clusters Score -982058.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -982061.250000 Penalty: 4501.473145
	Iteration 41Q: 3 clusters Score -982061.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -982064.750000 Penalty: 4501.473145
	Iteration 42Q: 3 clusters Score -982064.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -982068.937500 Penalty: 4501.473145
	Iteration 43Q: 3 clusters Score -982068.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -982072.000000 Penalty: 4501.473145
	Iteration 44Q: 3 clusters Score -982072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -982072.312500 Penalty: 4501.473145
	Iteration 45Q: 3 clusters Score -982072.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -982077.000000 Penalty: 4501.473145
	Iteration 46Q: 3 clusters Score -982077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -982078.250000 Penalty: 4501.473145
	Iteration 47Q: 3 clusters Score -982078.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -982082.375000 Penalty: 4501.473145
	Iteration 48Q: 3 clusters Score -982082.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -982084.937500 Penalty: 4501.473145
	Iteration 49Q: 3 clusters Score -982084.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -982085.500000 Penalty: 4501.473145
	Iteration 50Q: 3 clusters Score -982085.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -982091.000000 Penalty: 4501.473145
	Iteration 51Q: 3 clusters Score -982091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -982092.375000 Penalty: 4501.473145
	Iteration 52Q: 3 clusters Score -982092.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -982094.750000 Penalty: 4501.473145
	Iteration 53Q: 3 clusters Score -982094.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -982099.687500 Penalty: 4501.473145
	Iteration 54Q: 3 clusters Score -982099.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -982105.875000 Penalty: 4501.473145
	Iteration 55Q: 3 clusters Score -982105.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -982109.750000 Penalty: 4501.473145
	Iteration 56Q: 3 clusters Score -982109.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -982116.937500 Penalty: 4501.473145
	Iteration 57Q: 3 clusters Score -982116.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -982123.125000 Penalty: 4501.473145
	Iteration 58Q: 3 clusters Score -982123.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -982131.062500 Penalty: 4501.473145
	Iteration 59Q: 3 clusters Score -982131.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -982133.875000 Penalty: 4501.473145
	Iteration 60F: 3 clusters Score -982133.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -982138.125000 Penalty: 4501.473145
	Iteration 61Q: 3 clusters Score -982138.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -982141.625000 Penalty: 4501.473145
	Iteration 62Q: 3 clusters Score -982141.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -982145.875000 Penalty: 4501.473145
	Iteration 63Q: 3 clusters Score -982145.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -982149.687500 Penalty: 4501.473145
	Iteration 64Q: 3 clusters Score -982149.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -982150.625000 Penalty: 4501.473145
	Iteration 65Q: 3 clusters Score -982150.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -982155.000000 Penalty: 4501.473145
	Iteration 66Q: 3 clusters Score -982155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -982159.062500 Penalty: 4501.473145
	Iteration 67Q: 3 clusters Score -982159.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -982160.750000 Penalty: 4501.473145
	Iteration 68Q: 3 clusters Score -982160.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -982159.750000 Penalty: 4501.473145
	Iteration 69Q: 3 clusters Score -982159.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -982162.312500 Penalty: 4501.473145
	Iteration 70Q: 3 clusters Score -982162.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -982164.687500 Penalty: 4501.473145
	Iteration 71Q: 3 clusters Score -982164.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -982163.562500 Penalty: 4501.473145
	Iteration 72Q: 3 clusters Score -982163.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -982163.750000 Penalty: 4501.473145
	Iteration 73Q: 3 clusters Score -982163.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -982166.062500 Penalty: 4501.473145
	Iteration 74Q: 3 clusters Score -982166.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -982168.750000 Penalty: 4501.473145
	Iteration 75Q: 3 clusters Score -982168.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -982169.375000 Penalty: 4501.473145
	Iteration 76Q: 3 clusters Score -982169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -982170.562500 Penalty: 4501.473145
	Iteration 77Q: 3 clusters Score -982170.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -982171.375000 Penalty: 4501.473145
	Iteration 78Q: 3 clusters Score -982171.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -982169.500000 Penalty: 4501.473145
	Iteration 79Q: 3 clusters Score -982169.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -982169.187500 Penalty: 4501.473145
	Iteration 80F: 3 clusters Score -982169.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -982173.187500 Penalty: 4501.473145
	Iteration 81Q: 3 clusters Score -982173.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -982174.562500 Penalty: 4501.473145
	Iteration 82Q: 3 clusters Score -982174.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -982172.875000 Penalty: 4501.473145
	Iteration 83Q: 3 clusters Score -982172.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -982175.750000 Penalty: 4501.473145
	Iteration 84Q: 3 clusters Score -982175.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -982176.687500 Penalty: 4501.473145
	Iteration 85Q: 3 clusters Score -982176.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -982179.937500 Penalty: 4501.473145
	Iteration 86Q: 3 clusters Score -982179.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -982179.562500 Penalty: 4501.473145
	Iteration 87Q: 3 clusters Score -982179.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -982182.312500 Penalty: 4501.473145
	Iteration 88Q: 3 clusters Score -982182.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -982184.125000 Penalty: 4501.473145
	Iteration 89Q: 3 clusters Score -982184.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -982184.625000 Penalty: 4501.473145
	Iteration 90Q: 3 clusters Score -982184.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -982185.062500 Penalty: 4501.473145
	Iteration 91Q: 3 clusters Score -982185.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -982184.812500 Penalty: 4501.473145
	Iteration 92Q: 3 clusters Score -982184.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -982184.812500 Penalty: 4501.473145
	Iteration 93F: 3 clusters Score -982184.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Entering Unmasked Estep 
Score: -6248739.500000 Penalty: 2675.648926
	Iteration 0F: 2 clusters Score -6248740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -6216245.500000 Penalty: 5351.297852
	Iteration 0F: 3 clusters Score -6216246 nChanged 22235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -6228729.000000 Penalty: 5351.297852
	Iteration 1F: 3 clusters Score -6228729 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -6229617.000000 Penalty: 5351.297852
	Iteration 2Q: 3 clusters Score -6229617 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -6230691.000000 Penalty: 5351.297852
	Iteration 3F: 3 clusters Score -6230691 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -6231953.000000 Penalty: 5351.297852
	Iteration 4F: 3 clusters Score -6231953 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -6233778.000000 Penalty: 5351.297852
	Iteration 5F: 3 clusters Score -6233778 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -6236001.500000 Penalty: 5351.297852
	Iteration 6F: 3 clusters Score -6236002 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -6238495.000000 Penalty: 5351.297852
	Iteration 7F: 3 clusters Score -6238495 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -6240875.000000 Penalty: 5351.297852
	Iteration 8F: 3 clusters Score -6240875 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -6242778.500000 Penalty: 5351.297852
	Iteration 9Q: 3 clusters Score -6242778 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -6244095.000000 Penalty: 5351.297852
	Iteration 10Q: 3 clusters Score -6244095 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -6244953.500000 Penalty: 5351.297852
	Iteration 11Q: 3 clusters Score -6244954 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -6245461.000000 Penalty: 5351.297852
	Iteration 12Q: 3 clusters Score -6245461 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -6245780.500000 Penalty: 5351.297852
	Iteration 13Q: 3 clusters Score -6245780 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -6245977.500000 Penalty: 5351.297852
	Iteration 14Q: 3 clusters Score -6245978 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -6246117.500000 Penalty: 5351.297852
	Iteration 15Q: 3 clusters Score -6246118 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -6246245.500000 Penalty: 5351.297852
	Iteration 16Q: 3 clusters Score -6246246 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -6246321.000000 Penalty: 5351.297852
	Iteration 17Q: 3 clusters Score -6246321 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -6246408.500000 Penalty: 5351.297852
	Iteration 18Q: 3 clusters Score -6246408 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -6246471.500000 Penalty: 5351.297852
	Iteration 19Q: 3 clusters Score -6246472 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -6246508.000000 Penalty: 5351.297852
	Iteration 20F: 3 clusters Score -6246508 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -6246546.000000 Penalty: 5351.297852
	Iteration 21Q: 3 clusters Score -6246546 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -6246588.000000 Penalty: 5351.297852
	Iteration 22Q: 3 clusters Score -6246588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -6246600.500000 Penalty: 5351.297852
	Iteration 23Q: 3 clusters Score -6246600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -6246645.500000 Penalty: 5351.297852
	Iteration 24Q: 3 clusters Score -6246646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -6246661.500000 Penalty: 5351.297852
	Iteration 25Q: 3 clusters Score -6246662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -6246684.000000 Penalty: 5351.297852
	Iteration 26Q: 3 clusters Score -6246684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -6246695.000000 Penalty: 5351.297852
	Iteration 27Q: 3 clusters Score -6246695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -6246718.000000 Penalty: 5351.297852
	Iteration 28Q: 3 clusters Score -6246718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -6246729.500000 Penalty: 5351.297852
	Iteration 29Q: 3 clusters Score -6246730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -6246731.000000 Penalty: 5351.297852
	Iteration 30Q: 3 clusters Score -6246731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -6246733.500000 Penalty: 5351.297852
	Iteration 31Q: 3 clusters Score -6246734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -6246745.500000 Penalty: 5351.297852
	Iteration 32Q: 3 clusters Score -6246746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -6246756.000000 Penalty: 5351.297852
	Iteration 33Q: 3 clusters Score -6246756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -6246760.500000 Penalty: 5351.297852
	Iteration 34Q: 3 clusters Score -6246760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -6246768.500000 Penalty: 5351.297852
	Iteration 35Q: 3 clusters Score -6246768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -6246782.000000 Penalty: 5351.297852
	Iteration 36Q: 3 clusters Score -6246782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -6246791.500000 Penalty: 5351.297852
	Iteration 37Q: 3 clusters Score -6246792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -6246809.500000 Penalty: 5351.297852
	Iteration 38Q: 3 clusters Score -6246810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -6246819.000000 Penalty: 5351.297852
	Iteration 39Q: 3 clusters Score -6246819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -6246835.000000 Penalty: 5351.297852
	Iteration 40F: 3 clusters Score -6246835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -6246841.000000 Penalty: 5351.297852
	Iteration 41Q: 3 clusters Score -6246841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -6246851.500000 Penalty: 5351.297852
	Iteration 42Q: 3 clusters Score -6246852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -6246850.000000 Penalty: 5351.297852
	Iteration 43Q: 3 clusters Score -6246850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -6246853.000000 Penalty: 5351.297852
	Iteration 44Q: 3 clusters Score -6246853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -6246855.000000 Penalty: 5351.297852
	Iteration 45Q: 3 clusters Score -6246855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -6246859.500000 Penalty: 5351.297852
	Iteration 46Q: 3 clusters Score -6246860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -6246861.500000 Penalty: 5351.297852
	Iteration 47Q: 3 clusters Score -6246862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -6246865.500000 Penalty: 5351.297852
	Iteration 48Q: 3 clusters Score -6246866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -6246865.000000 Penalty: 5351.297852
	Iteration 49Q: 3 clusters Score -6246865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -6246875.500000 Penalty: 5351.297852
	Iteration 50Q: 3 clusters Score -6246876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -6246882.000000 Penalty: 5351.297852
	Iteration 51Q: 3 clusters Score -6246882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -6246883.500000 Penalty: 5351.297852
	Iteration 52Q: 3 clusters Score -6246884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -6246887.000000 Penalty: 5351.297852
	Iteration 53Q: 3 clusters Score -6246887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -6246894.500000 Penalty: 5351.297852
	Iteration 54Q: 3 clusters Score -6246894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -6246907.500000 Penalty: 5351.297852
	Iteration 55Q: 3 clusters Score -6246908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -6246907.000000 Penalty: 5351.297852
	Iteration 56Q: 3 clusters Score -6246907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -6246908.500000 Penalty: 5351.297852
	Iteration 57Q: 3 clusters Score -6246908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -6246916.500000 Penalty: 5351.297852
	Iteration 58Q: 3 clusters Score -6246916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -6246927.000000 Penalty: 5351.297852
	Iteration 59Q: 3 clusters Score -6246927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -6246930.000000 Penalty: 5351.297852
	Iteration 60F: 3 clusters Score -6246930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -6246937.000000 Penalty: 5351.297852
	Iteration 61Q: 3 clusters Score -6246937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -6246940.500000 Penalty: 5351.297852
	Iteration 62Q: 3 clusters Score -6246940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -6246945.000000 Penalty: 5351.297852
	Iteration 63Q: 3 clusters Score -6246945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -6246950.500000 Penalty: 5351.297852
	Iteration 64Q: 3 clusters Score -6246950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -6246961.000000 Penalty: 5351.297852
	Iteration 65Q: 3 clusters Score -6246961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -6246968.500000 Penalty: 5351.297852
	Iteration 66Q: 3 clusters Score -6246968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -6246981.500000 Penalty: 5351.297852
	Iteration 67Q: 3 clusters Score -6246982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -6246986.000000 Penalty: 5351.297852
	Iteration 68Q: 3 clusters Score -6246986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -6246991.500000 Penalty: 5351.297852
	Iteration 69Q: 3 clusters Score -6246992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -6246988.500000 Penalty: 5351.297852
	Iteration 70Q: 3 clusters Score -6246988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -6246987.000000 Penalty: 5351.297852
	Iteration 71Q: 3 clusters Score -6246987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -6246987.000000 Penalty: 5351.297852
	Iteration 72F: 3 clusters Score -6246987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -27969.763672 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -27969.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26850.044922 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -26850.04 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27394.720703 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -27394.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27657.462891 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -27657.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27921.187500 Penalty: 2922.255371
	Iteration 3F: 3 clusters Score -27921.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28193.648438 Penalty: 2922.255371
	Iteration 4F: 3 clusters Score -28193.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28280.111328 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -28280.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28296.912109 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -28296.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28331.189453 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -28331.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28378.785156 Penalty: 2922.255371
	Iteration 8Q: 3 clusters Score -28378.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28436.421875 Penalty: 2922.255371
	Iteration 9Q: 3 clusters Score -28436.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28489.759766 Penalty: 2922.255371
	Iteration 10Q: 3 clusters Score -28489.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28494.082031 Penalty: 2922.255371
	Iteration 11Q: 3 clusters Score -28494.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28502.843750 Penalty: 2922.255371
	Iteration 12F: 3 clusters Score -28502.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28572.589844 Penalty: 2922.255371
	Iteration 13Q: 3 clusters Score -28572.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28603.257812 Penalty: 2922.255371
	Iteration 14Q: 3 clusters Score -28603.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28721.957031 Penalty: 2922.255371
	Iteration 15Q: 3 clusters Score -28721.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28721.957031 Penalty: 2922.255371
	Iteration 16F: 3 clusters Score -28721.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104597 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14640 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30234 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48726 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91638 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170690 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4454 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Mstep: Class 42 contains 210 members 
Entering Unmasked Estep 
Score: -150949584.000000 Penalty: 145916.250000
Splitting cluster 9 changes total score from -150950992.000000 to -150949584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (23225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Entering Unmasked Estep 
Score: -2816213.500000 Penalty: 2493.140137
	Iteration 0F: 2 clusters Score -2816214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2800108.750000 Penalty: 4986.280273
	Iteration 0F: 3 clusters Score -2800109 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2805655.750000 Penalty: 4986.280273
	Iteration 1F: 3 clusters Score -2805656 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2806183.500000 Penalty: 4986.280273
	Iteration 2F: 3 clusters Score -2806184 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2806771.500000 Penalty: 4986.280273
	Iteration 3F: 3 clusters Score -2806772 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2807499.500000 Penalty: 4986.280273
	Iteration 4F: 3 clusters Score -2807500 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2808341.000000 Penalty: 4986.280273
	Iteration 5F: 3 clusters Score -2808341 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2809323.500000 Penalty: 4986.280273
	Iteration 6F: 3 clusters Score -2809324 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2810244.000000 Penalty: 4986.280273
	Iteration 7F: 3 clusters Score -2810244 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2810955.500000 Penalty: 4986.280273
	Iteration 8F: 3 clusters Score -2810956 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2811478.500000 Penalty: 4986.280273
	Iteration 9Q: 3 clusters Score -2811478 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2811878.500000 Penalty: 4986.280273
	Iteration 10Q: 3 clusters Score -2811878 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2812206.000000 Penalty: 4986.280273
	Iteration 11Q: 3 clusters Score -2812206 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2812439.500000 Penalty: 4986.280273
	Iteration 12Q: 3 clusters Score -2812440 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2812626.500000 Penalty: 4986.280273
	Iteration 13Q: 3 clusters Score -2812626 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2812779.000000 Penalty: 4986.280273
	Iteration 14Q: 3 clusters Score -2812779 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2812891.250000 Penalty: 4986.280273
	Iteration 15Q: 3 clusters Score -2812891 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2813007.500000 Penalty: 4986.280273
	Iteration 16Q: 3 clusters Score -2813008 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2813103.750000 Penalty: 4986.280273
	Iteration 17Q: 3 clusters Score -2813104 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2813182.750000 Penalty: 4986.280273
	Iteration 18Q: 3 clusters Score -2813183 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2813273.250000 Penalty: 4986.280273
	Iteration 19Q: 3 clusters Score -2813273 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2813338.000000 Penalty: 4986.280273
	Iteration 20F: 3 clusters Score -2813338 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2813415.000000 Penalty: 4986.280273
	Iteration 21Q: 3 clusters Score -2813415 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2813473.250000 Penalty: 4986.280273
	Iteration 22Q: 3 clusters Score -2813473 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2813536.250000 Penalty: 4986.280273
	Iteration 23Q: 3 clusters Score -2813536 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2813568.500000 Penalty: 4986.280273
	Iteration 24Q: 3 clusters Score -2813568 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2813612.250000 Penalty: 4986.280273
	Iteration 25Q: 3 clusters Score -2813612 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2813636.750000 Penalty: 4986.280273
	Iteration 26Q: 3 clusters Score -2813637 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2813661.500000 Penalty: 4986.280273
	Iteration 27Q: 3 clusters Score -2813662 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2813681.000000 Penalty: 4986.280273
	Iteration 28Q: 3 clusters Score -2813681 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2813702.250000 Penalty: 4986.280273
	Iteration 29Q: 3 clusters Score -2813702 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2813728.250000 Penalty: 4986.280273
	Iteration 30Q: 3 clusters Score -2813728 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2813747.750000 Penalty: 4986.280273
	Iteration 31Q: 3 clusters Score -2813748 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2813757.500000 Penalty: 4986.280273
	Iteration 32Q: 3 clusters Score -2813758 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2813775.750000 Penalty: 4986.280273
	Iteration 33Q: 3 clusters Score -2813776 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2813781.250000 Penalty: 4986.280273
	Iteration 34Q: 3 clusters Score -2813781 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2813802.750000 Penalty: 4986.280273
	Iteration 35Q: 3 clusters Score -2813803 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2813812.000000 Penalty: 4986.280273
	Iteration 36Q: 3 clusters Score -2813812 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2813813.250000 Penalty: 4986.280273
	Iteration 37Q: 3 clusters Score -2813813 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2813821.750000 Penalty: 4986.280273
	Iteration 38Q: 3 clusters Score -2813822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2813829.750000 Penalty: 4986.280273
	Iteration 39Q: 3 clusters Score -2813830 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2813852.250000 Penalty: 4986.280273
	Iteration 40F: 3 clusters Score -2813852 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2813873.250000 Penalty: 4986.280273
	Iteration 41Q: 3 clusters Score -2813873 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2813883.750000 Penalty: 4986.280273
	Iteration 42Q: 3 clusters Score -2813884 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2813886.500000 Penalty: 4986.280273
	Iteration 43Q: 3 clusters Score -2813886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2813896.000000 Penalty: 4986.280273
	Iteration 44Q: 3 clusters Score -2813896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2813889.500000 Penalty: 4986.280273
	Iteration 45Q: 3 clusters Score -2813890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2813895.000000 Penalty: 4986.280273
	Iteration 46Q: 3 clusters Score -2813895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2813907.250000 Penalty: 4986.280273
	Iteration 47Q: 3 clusters Score -2813907 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2813910.250000 Penalty: 4986.280273
	Iteration 48Q: 3 clusters Score -2813910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2813923.500000 Penalty: 4986.280273
	Iteration 49Q: 3 clusters Score -2813924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2813923.000000 Penalty: 4986.280273
	Iteration 50Q: 3 clusters Score -2813923 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2813933.000000 Penalty: 4986.280273
	Iteration 51Q: 3 clusters Score -2813933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2813944.750000 Penalty: 4986.280273
	Iteration 52Q: 3 clusters Score -2813945 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2813945.500000 Penalty: 4986.280273
	Iteration 53Q: 3 clusters Score -2813946 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2813955.000000 Penalty: 4986.280273
	Iteration 54Q: 3 clusters Score -2813955 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2813974.250000 Penalty: 4986.280273
	Iteration 55Q: 3 clusters Score -2813974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2813985.750000 Penalty: 4986.280273
	Iteration 56Q: 3 clusters Score -2813986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2813994.500000 Penalty: 4986.280273
	Iteration 57Q: 3 clusters Score -2813994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2814001.750000 Penalty: 4986.280273
	Iteration 58Q: 3 clusters Score -2814002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2814004.250000 Penalty: 4986.280273
	Iteration 59Q: 3 clusters Score -2814004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2814002.500000 Penalty: 4986.280273
	Iteration 60F: 3 clusters Score -2814002 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2814012.750000 Penalty: 4986.280273
	Iteration 61Q: 3 clusters Score -2814013 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2814018.750000 Penalty: 4986.280273
	Iteration 62Q: 3 clusters Score -2814019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2814027.000000 Penalty: 4986.280273
	Iteration 63Q: 3 clusters Score -2814027 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2814034.000000 Penalty: 4986.280273
	Iteration 64Q: 3 clusters Score -2814034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2814048.750000 Penalty: 4986.280273
	Iteration 65Q: 3 clusters Score -2814049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2814062.250000 Penalty: 4986.280273
	Iteration 66Q: 3 clusters Score -2814062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2814055.250000 Penalty: 4986.280273
	Iteration 67Q: 3 clusters Score -2814055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2814059.500000 Penalty: 4986.280273
	Iteration 68Q: 3 clusters Score -2814060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2814074.250000 Penalty: 4986.280273
	Iteration 69Q: 3 clusters Score -2814074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2814082.250000 Penalty: 4986.280273
	Iteration 70Q: 3 clusters Score -2814082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2814094.250000 Penalty: 4986.280273
	Iteration 71Q: 3 clusters Score -2814094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2814095.750000 Penalty: 4986.280273
	Iteration 72Q: 3 clusters Score -2814096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2814110.750000 Penalty: 4986.280273
	Iteration 73Q: 3 clusters Score -2814111 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2814118.000000 Penalty: 4986.280273
	Iteration 74Q: 3 clusters Score -2814118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2814135.250000 Penalty: 4986.280273
	Iteration 75Q: 3 clusters Score -2814135 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2814139.250000 Penalty: 4986.280273
	Iteration 76Q: 3 clusters Score -2814139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2814157.000000 Penalty: 4986.280273
	Iteration 77Q: 3 clusters Score -2814157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2814155.000000 Penalty: 4986.280273
	Iteration 78Q: 3 clusters Score -2814155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2814157.000000 Penalty: 4986.280273
	Iteration 79Q: 3 clusters Score -2814157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2814164.500000 Penalty: 4986.280273
	Iteration 80F: 3 clusters Score -2814164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2814168.000000 Penalty: 4986.280273
	Iteration 81Q: 3 clusters Score -2814168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2814169.500000 Penalty: 4986.280273
	Iteration 82Q: 3 clusters Score -2814170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2814171.750000 Penalty: 4986.280273
	Iteration 83Q: 3 clusters Score -2814172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2814180.750000 Penalty: 4986.280273
	Iteration 84Q: 3 clusters Score -2814181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2814180.750000 Penalty: 4986.280273
	Iteration 85Q: 3 clusters Score -2814181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2814185.750000 Penalty: 4986.280273
	Iteration 86Q: 3 clusters Score -2814186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2814184.250000 Penalty: 4986.280273
	Iteration 87Q: 3 clusters Score -2814184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2814184.500000 Penalty: 4986.280273
	Iteration 88Q: 3 clusters Score -2814184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2814198.250000 Penalty: 4986.280273
	Iteration 89Q: 3 clusters Score -2814198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2814215.500000 Penalty: 4986.280273
	Iteration 90Q: 3 clusters Score -2814216 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2814221.750000 Penalty: 4986.280273
	Iteration 91Q: 3 clusters Score -2814222 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2814221.750000 Penalty: 4986.280273
	Iteration 92Q: 3 clusters Score -2814222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2814235.500000 Penalty: 4986.280273
	Iteration 93Q: 3 clusters Score -2814236 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2814249.750000 Penalty: 4986.280273
	Iteration 94Q: 3 clusters Score -2814250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2814255.750000 Penalty: 4986.280273
	Iteration 95Q: 3 clusters Score -2814256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2814259.000000 Penalty: 4986.280273
	Iteration 96Q: 3 clusters Score -2814259 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2814263.250000 Penalty: 4986.280273
	Iteration 97Q: 3 clusters Score -2814263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2814266.500000 Penalty: 4986.280273
	Iteration 98Q: 3 clusters Score -2814266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2814269.250000 Penalty: 4986.280273
	Iteration 99Q: 3 clusters Score -2814269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2814275.750000 Penalty: 4986.280273
	Iteration 100F: 3 clusters Score -2814276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2814282.250000 Penalty: 4986.280273
	Iteration 101Q: 3 clusters Score -2814282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2814286.250000 Penalty: 4986.280273
	Iteration 102Q: 3 clusters Score -2814286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2814286.000000 Penalty: 4986.280273
	Iteration 103Q: 3 clusters Score -2814286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2814294.000000 Penalty: 4986.280273
	Iteration 104Q: 3 clusters Score -2814294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2814294.750000 Penalty: 4986.280273
	Iteration 105Q: 3 clusters Score -2814295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2814299.750000 Penalty: 4986.280273
	Iteration 106Q: 3 clusters Score -2814300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2814307.000000 Penalty: 4986.280273
	Iteration 107Q: 3 clusters Score -2814307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2814314.500000 Penalty: 4986.280273
	Iteration 108Q: 3 clusters Score -2814314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2814309.000000 Penalty: 4986.280273
	Iteration 109Q: 3 clusters Score -2814309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2814309.000000 Penalty: 4986.280273
	Iteration 110Q: 3 clusters Score -2814309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2814307.000000 Penalty: 4986.280273
	Iteration 111Q: 3 clusters Score -2814307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2814307.500000 Penalty: 4986.280273
	Iteration 112Q: 3 clusters Score -2814308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2814309.250000 Penalty: 4986.280273
	Iteration 113Q: 3 clusters Score -2814309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2814307.750000 Penalty: 4986.280273
	Iteration 114Q: 3 clusters Score -2814308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2814307.750000 Penalty: 4986.280273
	Iteration 115F: 3 clusters Score -2814308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Entering Unmasked Estep 
Score: -1668558.000000 Penalty: 2353.035889
	Iteration 0F: 2 clusters Score -1668558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1658903.500000 Penalty: 4706.071777
	Iteration 0F: 3 clusters Score -1658904 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1662135.750000 Penalty: 4706.071777
	Iteration 1F: 3 clusters Score -1662136 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1662776.125000 Penalty: 4706.071777
	Iteration 2F: 3 clusters Score -1662776 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1663466.375000 Penalty: 4706.071777
	Iteration 3F: 3 clusters Score -1663466 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1664251.125000 Penalty: 4706.071777
	Iteration 4F: 3 clusters Score -1664251 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1664985.375000 Penalty: 4706.071777
	Iteration 5F: 3 clusters Score -1664985 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1665559.000000 Penalty: 4706.071777
	Iteration 6F: 3 clusters Score -1665559 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1665928.750000 Penalty: 4706.071777
	Iteration 7Q: 3 clusters Score -1665929 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1666103.125000 Penalty: 4706.071777
	Iteration 8Q: 3 clusters Score -1666103 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1666195.375000 Penalty: 4706.071777
	Iteration 9Q: 3 clusters Score -1666195 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1666257.250000 Penalty: 4706.071777
	Iteration 10Q: 3 clusters Score -1666257 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1666292.125000 Penalty: 4706.071777
	Iteration 11Q: 3 clusters Score -1666292 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1666322.750000 Penalty: 4706.071777
	Iteration 12Q: 3 clusters Score -1666323 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1666343.875000 Penalty: 4706.071777
	Iteration 13Q: 3 clusters Score -1666344 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1666360.375000 Penalty: 4706.071777
	Iteration 14Q: 3 clusters Score -1666360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1666373.250000 Penalty: 4706.071777
	Iteration 15Q: 3 clusters Score -1666373 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1666382.500000 Penalty: 4706.071777
	Iteration 16Q: 3 clusters Score -1666382 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1666390.125000 Penalty: 4706.071777
	Iteration 17Q: 3 clusters Score -1666390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1666407.250000 Penalty: 4706.071777
	Iteration 18Q: 3 clusters Score -1666407 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1666418.875000 Penalty: 4706.071777
	Iteration 19Q: 3 clusters Score -1666419 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1666423.000000 Penalty: 4706.071777
	Iteration 20F: 3 clusters Score -1666423 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1666429.125000 Penalty: 4706.071777
	Iteration 21Q: 3 clusters Score -1666429 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1666436.375000 Penalty: 4706.071777
	Iteration 22Q: 3 clusters Score -1666436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1666444.750000 Penalty: 4706.071777
	Iteration 23Q: 3 clusters Score -1666445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1666448.000000 Penalty: 4706.071777
	Iteration 24Q: 3 clusters Score -1666448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1666450.750000 Penalty: 4706.071777
	Iteration 25Q: 3 clusters Score -1666451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1666460.000000 Penalty: 4706.071777
	Iteration 26Q: 3 clusters Score -1666460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1666459.250000 Penalty: 4706.071777
	Iteration 27Q: 3 clusters Score -1666459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1666461.375000 Penalty: 4706.071777
	Iteration 28Q: 3 clusters Score -1666461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1666462.000000 Penalty: 4706.071777
	Iteration 29Q: 3 clusters Score -1666462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1666460.625000 Penalty: 4706.071777
	Iteration 30Q: 3 clusters Score -1666461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1666467.250000 Penalty: 4706.071777
	Iteration 31Q: 3 clusters Score -1666467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1666470.000000 Penalty: 4706.071777
	Iteration 32Q: 3 clusters Score -1666470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1666467.750000 Penalty: 4706.071777
	Iteration 33Q: 3 clusters Score -1666468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1666466.875000 Penalty: 4706.071777
	Iteration 34Q: 3 clusters Score -1666467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1666470.250000 Penalty: 4706.071777
	Iteration 35Q: 3 clusters Score -1666470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1666473.375000 Penalty: 4706.071777
	Iteration 36Q: 3 clusters Score -1666473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1666475.250000 Penalty: 4706.071777
	Iteration 37Q: 3 clusters Score -1666475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1666476.000000 Penalty: 4706.071777
	Iteration 38Q: 3 clusters Score -1666476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1666473.750000 Penalty: 4706.071777
	Iteration 39Q: 3 clusters Score -1666474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1666472.375000 Penalty: 4706.071777
	Iteration 40F: 3 clusters Score -1666472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1666470.875000 Penalty: 4706.071777
	Iteration 41Q: 3 clusters Score -1666471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1666471.750000 Penalty: 4706.071777
	Iteration 42Q: 3 clusters Score -1666472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1666475.625000 Penalty: 4706.071777
	Iteration 43Q: 3 clusters Score -1666476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1666476.750000 Penalty: 4706.071777
	Iteration 44Q: 3 clusters Score -1666477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1666473.750000 Penalty: 4706.071777
	Iteration 45Q: 3 clusters Score -1666474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1666472.500000 Penalty: 4706.071777
	Iteration 46Q: 3 clusters Score -1666472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1666472.000000 Penalty: 4706.071777
	Iteration 47Q: 3 clusters Score -1666472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1666472.000000 Penalty: 4706.071777
	Iteration 48F: 3 clusters Score -1666472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Entering Unmasked Estep 
Score: -1382267.125000 Penalty: 2305.354492
	Iteration 0F: 2 clusters Score -1382267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1374120.625000 Penalty: 4610.708984
	Iteration 0F: 3 clusters Score -1374121 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1376604.750000 Penalty: 4610.708984
	Iteration 1F: 3 clusters Score -1376605 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1377033.250000 Penalty: 4610.708984
	Iteration 2F: 3 clusters Score -1377033 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1377426.250000 Penalty: 4610.708984
	Iteration 3F: 3 clusters Score -1377426 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1377812.375000 Penalty: 4610.708984
	Iteration 4F: 3 clusters Score -1377812 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1378188.250000 Penalty: 4610.708984
	Iteration 5F: 3 clusters Score -1378188 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1378505.625000 Penalty: 4610.708984
	Iteration 6F: 3 clusters Score -1378506 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1378740.750000 Penalty: 4610.708984
	Iteration 7Q: 3 clusters Score -1378741 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1378905.500000 Penalty: 4610.708984
	Iteration 8Q: 3 clusters Score -1378906 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1379019.500000 Penalty: 4610.708984
	Iteration 9Q: 3 clusters Score -1379020 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1379105.125000 Penalty: 4610.708984
	Iteration 10Q: 3 clusters Score -1379105 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1379172.750000 Penalty: 4610.708984
	Iteration 11Q: 3 clusters Score -1379173 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1379220.375000 Penalty: 4610.708984
	Iteration 12Q: 3 clusters Score -1379220 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1379261.000000 Penalty: 4610.708984
	Iteration 13Q: 3 clusters Score -1379261 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1379294.625000 Penalty: 4610.708984
	Iteration 14Q: 3 clusters Score -1379295 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1379331.000000 Penalty: 4610.708984
	Iteration 15Q: 3 clusters Score -1379331 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1379364.750000 Penalty: 4610.708984
	Iteration 16Q: 3 clusters Score -1379365 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1379405.750000 Penalty: 4610.708984
	Iteration 17Q: 3 clusters Score -1379406 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1379435.250000 Penalty: 4610.708984
	Iteration 18Q: 3 clusters Score -1379435 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1379464.250000 Penalty: 4610.708984
	Iteration 19Q: 3 clusters Score -1379464 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1379484.375000 Penalty: 4610.708984
	Iteration 20F: 3 clusters Score -1379484 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1379517.500000 Penalty: 4610.708984
	Iteration 21Q: 3 clusters Score -1379518 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1379556.375000 Penalty: 4610.708984
	Iteration 22Q: 3 clusters Score -1379556 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1379587.750000 Penalty: 4610.708984
	Iteration 23Q: 3 clusters Score -1379588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1379613.125000 Penalty: 4610.708984
	Iteration 24Q: 3 clusters Score -1379613 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1379655.875000 Penalty: 4610.708984
	Iteration 25Q: 3 clusters Score -1379656 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1379690.875000 Penalty: 4610.708984
	Iteration 26Q: 3 clusters Score -1379691 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1379716.375000 Penalty: 4610.708984
	Iteration 27Q: 3 clusters Score -1379716 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1379741.500000 Penalty: 4610.708984
	Iteration 28Q: 3 clusters Score -1379742 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1379778.375000 Penalty: 4610.708984
	Iteration 29Q: 3 clusters Score -1379778 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1379807.125000 Penalty: 4610.708984
	Iteration 30Q: 3 clusters Score -1379807 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1379840.250000 Penalty: 4610.708984
	Iteration 31Q: 3 clusters Score -1379840 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1379879.625000 Penalty: 4610.708984
	Iteration 32Q: 3 clusters Score -1379880 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1379917.250000 Penalty: 4610.708984
	Iteration 33Q: 3 clusters Score -1379917 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1379953.625000 Penalty: 4610.708984
	Iteration 34Q: 3 clusters Score -1379954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1379981.375000 Penalty: 4610.708984
	Iteration 35Q: 3 clusters Score -1379981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1379992.250000 Penalty: 4610.708984
	Iteration 36Q: 3 clusters Score -1379992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1380008.375000 Penalty: 4610.708984
	Iteration 37Q: 3 clusters Score -1380008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1380016.625000 Penalty: 4610.708984
	Iteration 38Q: 3 clusters Score -1380017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1380035.625000 Penalty: 4610.708984
	Iteration 39Q: 3 clusters Score -1380036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1380054.875000 Penalty: 4610.708984
	Iteration 40F: 3 clusters Score -1380055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1380069.500000 Penalty: 4610.708984
	Iteration 41Q: 3 clusters Score -1380070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1380079.875000 Penalty: 4610.708984
	Iteration 42Q: 3 clusters Score -1380080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1380085.250000 Penalty: 4610.708984
	Iteration 43Q: 3 clusters Score -1380085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1380095.875000 Penalty: 4610.708984
	Iteration 44Q: 3 clusters Score -1380096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1380099.375000 Penalty: 4610.708984
	Iteration 45Q: 3 clusters Score -1380099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1380102.500000 Penalty: 4610.708984
	Iteration 46Q: 3 clusters Score -1380102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1380107.375000 Penalty: 4610.708984
	Iteration 47Q: 3 clusters Score -1380107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1380116.750000 Penalty: 4610.708984
	Iteration 48Q: 3 clusters Score -1380117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1380119.375000 Penalty: 4610.708984
	Iteration 49Q: 3 clusters Score -1380119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1380126.625000 Penalty: 4610.708984
	Iteration 50Q: 3 clusters Score -1380127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1380130.000000 Penalty: 4610.708984
	Iteration 51Q: 3 clusters Score -1380130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1380138.375000 Penalty: 4610.708984
	Iteration 52Q: 3 clusters Score -1380138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1380148.625000 Penalty: 4610.708984
	Iteration 53Q: 3 clusters Score -1380149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1380149.500000 Penalty: 4610.708984
	Iteration 54Q: 3 clusters Score -1380150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1380155.625000 Penalty: 4610.708984
	Iteration 55Q: 3 clusters Score -1380156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1380158.750000 Penalty: 4610.708984
	Iteration 56Q: 3 clusters Score -1380159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1380161.500000 Penalty: 4610.708984
	Iteration 57Q: 3 clusters Score -1380162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1380164.750000 Penalty: 4610.708984
	Iteration 58Q: 3 clusters Score -1380165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1380171.250000 Penalty: 4610.708984
	Iteration 59Q: 3 clusters Score -1380171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1380179.875000 Penalty: 4610.708984
	Iteration 60F: 3 clusters Score -1380180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1380182.125000 Penalty: 4610.708984
	Iteration 61Q: 3 clusters Score -1380182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1380187.125000 Penalty: 4610.708984
	Iteration 62Q: 3 clusters Score -1380187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1380192.000000 Penalty: 4610.708984
	Iteration 63Q: 3 clusters Score -1380192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1380197.500000 Penalty: 4610.708984
	Iteration 64Q: 3 clusters Score -1380198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1380202.750000 Penalty: 4610.708984
	Iteration 65Q: 3 clusters Score -1380203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1380208.500000 Penalty: 4610.708984
	Iteration 66Q: 3 clusters Score -1380208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1380213.500000 Penalty: 4610.708984
	Iteration 67Q: 3 clusters Score -1380214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1380214.750000 Penalty: 4610.708984
	Iteration 68Q: 3 clusters Score -1380215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1380219.625000 Penalty: 4610.708984
	Iteration 69Q: 3 clusters Score -1380220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1380221.000000 Penalty: 4610.708984
	Iteration 70Q: 3 clusters Score -1380221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1380222.625000 Penalty: 4610.708984
	Iteration 71Q: 3 clusters Score -1380223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1380220.250000 Penalty: 4610.708984
	Iteration 72Q: 3 clusters Score -1380220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1380223.125000 Penalty: 4610.708984
	Iteration 73Q: 3 clusters Score -1380223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1380227.125000 Penalty: 4610.708984
	Iteration 74Q: 3 clusters Score -1380227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1380233.125000 Penalty: 4610.708984
	Iteration 75Q: 3 clusters Score -1380233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1380238.875000 Penalty: 4610.708984
	Iteration 76Q: 3 clusters Score -1380239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1380244.000000 Penalty: 4610.708984
	Iteration 77Q: 3 clusters Score -1380244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1380245.000000 Penalty: 4610.708984
	Iteration 78Q: 3 clusters Score -1380245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1380244.500000 Penalty: 4610.708984
	Iteration 79Q: 3 clusters Score -1380244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1380244.500000 Penalty: 4610.708984
	Iteration 80F: 3 clusters Score -1380244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Entering Unmasked Estep 
Score: -1796895.125000 Penalty: 2378.695068
	Iteration 0F: 2 clusters Score -1796895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1786289.500000 Penalty: 4757.390137
	Iteration 0F: 3 clusters Score -1786290 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1789721.375000 Penalty: 4757.390137
	Iteration 1F: 3 clusters Score -1789721 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1790428.250000 Penalty: 4757.390137
	Iteration 2F: 3 clusters Score -1790428 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1791226.375000 Penalty: 4757.390137
	Iteration 3F: 3 clusters Score -1791226 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1792155.000000 Penalty: 4757.390137
	Iteration 4F: 3 clusters Score -1792155 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1793070.125000 Penalty: 4757.390137
	Iteration 5F: 3 clusters Score -1793070 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1793867.375000 Penalty: 4757.390137
	Iteration 6F: 3 clusters Score -1793867 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1794442.375000 Penalty: 4757.390137
	Iteration 7F: 3 clusters Score -1794442 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1794846.125000 Penalty: 4757.390137
	Iteration 8Q: 3 clusters Score -1794846 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1795121.125000 Penalty: 4757.390137
	Iteration 9Q: 3 clusters Score -1795121 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1795272.625000 Penalty: 4757.390137
	Iteration 10Q: 3 clusters Score -1795273 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1795362.125000 Penalty: 4757.390137
	Iteration 11Q: 3 clusters Score -1795362 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1795412.375000 Penalty: 4757.390137
	Iteration 12Q: 3 clusters Score -1795412 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1795445.250000 Penalty: 4757.390137
	Iteration 13Q: 3 clusters Score -1795445 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1795478.875000 Penalty: 4757.390137
	Iteration 14Q: 3 clusters Score -1795479 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1795512.500000 Penalty: 4757.390137
	Iteration 15Q: 3 clusters Score -1795512 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1795553.000000 Penalty: 4757.390137
	Iteration 16Q: 3 clusters Score -1795553 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1795596.625000 Penalty: 4757.390137
	Iteration 17Q: 3 clusters Score -1795597 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1795654.750000 Penalty: 4757.390137
	Iteration 18Q: 3 clusters Score -1795655 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1795701.125000 Penalty: 4757.390137
	Iteration 19Q: 3 clusters Score -1795701 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1795739.125000 Penalty: 4757.390137
	Iteration 20F: 3 clusters Score -1795739 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1795771.375000 Penalty: 4757.390137
	Iteration 21Q: 3 clusters Score -1795771 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1795815.875000 Penalty: 4757.390137
	Iteration 22Q: 3 clusters Score -1795816 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1795848.750000 Penalty: 4757.390137
	Iteration 23Q: 3 clusters Score -1795849 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1795883.625000 Penalty: 4757.390137
	Iteration 24Q: 3 clusters Score -1795884 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1795909.750000 Penalty: 4757.390137
	Iteration 25Q: 3 clusters Score -1795910 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1795937.000000 Penalty: 4757.390137
	Iteration 26Q: 3 clusters Score -1795937 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1795956.500000 Penalty: 4757.390137
	Iteration 27Q: 3 clusters Score -1795956 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1795969.375000 Penalty: 4757.390137
	Iteration 28Q: 3 clusters Score -1795969 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1795981.500000 Penalty: 4757.390137
	Iteration 29Q: 3 clusters Score -1795982 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1795987.875000 Penalty: 4757.390137
	Iteration 30Q: 3 clusters Score -1795988 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1795996.500000 Penalty: 4757.390137
	Iteration 31Q: 3 clusters Score -1795996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1796013.375000 Penalty: 4757.390137
	Iteration 32Q: 3 clusters Score -1796013 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1796019.625000 Penalty: 4757.390137
	Iteration 33Q: 3 clusters Score -1796020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1796026.750000 Penalty: 4757.390137
	Iteration 34Q: 3 clusters Score -1796027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1796030.250000 Penalty: 4757.390137
	Iteration 35Q: 3 clusters Score -1796030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1796033.750000 Penalty: 4757.390137
	Iteration 36Q: 3 clusters Score -1796034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1796033.375000 Penalty: 4757.390137
	Iteration 37Q: 3 clusters Score -1796033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1796041.250000 Penalty: 4757.390137
	Iteration 38Q: 3 clusters Score -1796041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1796038.250000 Penalty: 4757.390137
	Iteration 39Q: 3 clusters Score -1796038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1796047.125000 Penalty: 4757.390137
	Iteration 40F: 3 clusters Score -1796047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1796045.625000 Penalty: 4757.390137
	Iteration 41Q: 3 clusters Score -1796046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1796052.625000 Penalty: 4757.390137
	Iteration 42Q: 3 clusters Score -1796053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1796054.875000 Penalty: 4757.390137
	Iteration 43Q: 3 clusters Score -1796055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1796054.750000 Penalty: 4757.390137
	Iteration 44Q: 3 clusters Score -1796055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1796058.250000 Penalty: 4757.390137
	Iteration 45Q: 3 clusters Score -1796058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1796055.625000 Penalty: 4757.390137
	Iteration 46Q: 3 clusters Score -1796056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1796056.875000 Penalty: 4757.390137
	Iteration 47Q: 3 clusters Score -1796057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1796055.625000 Penalty: 4757.390137
	Iteration 48Q: 3 clusters Score -1796056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1796061.000000 Penalty: 4757.390137
	Iteration 49Q: 3 clusters Score -1796061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1796057.625000 Penalty: 4757.390137
	Iteration 50Q: 3 clusters Score -1796058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1796055.625000 Penalty: 4757.390137
	Iteration 51Q: 3 clusters Score -1796056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1796060.125000 Penalty: 4757.390137
	Iteration 52Q: 3 clusters Score -1796060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1796057.125000 Penalty: 4757.390137
	Iteration 53Q: 3 clusters Score -1796057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1796058.000000 Penalty: 4757.390137
	Iteration 54Q: 3 clusters Score -1796058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1796058.500000 Penalty: 4757.390137
	Iteration 55Q: 3 clusters Score -1796058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1796061.625000 Penalty: 4757.390137
	Iteration 56Q: 3 clusters Score -1796062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1796058.250000 Penalty: 4757.390137
	Iteration 57Q: 3 clusters Score -1796058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1796060.125000 Penalty: 4757.390137
	Iteration 58Q: 3 clusters Score -1796060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1796063.250000 Penalty: 4757.390137
	Iteration 59Q: 3 clusters Score -1796063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1796064.125000 Penalty: 4757.390137
	Iteration 60F: 3 clusters Score -1796064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1796064.750000 Penalty: 4757.390137
	Iteration 61Q: 3 clusters Score -1796065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1796064.375000 Penalty: 4757.390137
	Iteration 62Q: 3 clusters Score -1796064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1796059.625000 Penalty: 4757.390137
	Iteration 63Q: 3 clusters Score -1796060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1796060.250000 Penalty: 4757.390137
	Iteration 64Q: 3 clusters Score -1796060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1796058.750000 Penalty: 4757.390137
	Iteration 65Q: 3 clusters Score -1796059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1796058.750000 Penalty: 4757.390137
	Iteration 66F: 3 clusters Score -1796059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (181641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181641 members 
Entering Unmasked Estep 
Score: -23289458.000000 Penalty: 3003.227295
	Iteration 0F: 2 clusters Score -2.328946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90473 members 
Mstep: Class 2 contains 91168 members 
Entering Unmasked Estep 
Score: -23168152.000000 Penalty: 6006.454590
	Iteration 0F: 3 clusters Score -2.316815e+07 nChanged 86982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83303 members 
Mstep: Class 2 contains 98338 members 
Entering Unmasked Estep 
Score: -23219824.000000 Penalty: 6006.454590
	Iteration 1F: 3 clusters Score -2.321982e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78686 members 
Mstep: Class 2 contains 102955 members 
Entering Unmasked Estep 
Score: -23221634.000000 Penalty: 6006.454590
	Iteration 2Q: 3 clusters Score -2.322163e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71801 members 
Mstep: Class 2 contains 109840 members 
Entering Unmasked Estep 
Score: -23224810.000000 Penalty: 6006.454590
	Iteration 3Q: 3 clusters Score -2.322481e+07 nChanged 10952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 119950 members 
Entering Unmasked Estep 
Score: -23231126.000000 Penalty: 6006.454590
	Iteration 4F: 3 clusters Score -2.323113e+07 nChanged 13836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 133288 members 
Entering Unmasked Estep 
Score: -23241480.000000 Penalty: 6006.454590
	Iteration 5F: 3 clusters Score -2.324148e+07 nChanged 15708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 148790 members 
Entering Unmasked Estep 
Score: -23255666.000000 Penalty: 6006.454590
	Iteration 6F: 3 clusters Score -2.325567e+07 nChanged 14176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 162892 members 
Entering Unmasked Estep 
Score: -23269502.000000 Penalty: 6006.454590
	Iteration 7F: 3 clusters Score -2.32695e+07 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 172642 members 
Entering Unmasked Estep 
Score: -23278968.000000 Penalty: 6006.454590
	Iteration 8F: 3 clusters Score -2.327897e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 177682 members 
Entering Unmasked Estep 
Score: -23283712.000000 Penalty: 6006.454590
	Iteration 9Q: 3 clusters Score -2.328371e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 179826 members 
Entering Unmasked Estep 
Score: -23285552.000000 Penalty: 6006.454590
	Iteration 10Q: 3 clusters Score -2.328555e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 180659 members 
Entering Unmasked Estep 
Score: -23286248.000000 Penalty: 6006.454590
	Iteration 11Q: 3 clusters Score -2.328625e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 180986 members 
Entering Unmasked Estep 
Score: -23286536.000000 Penalty: 6006.454590
	Iteration 12Q: 3 clusters Score -2.328654e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 181136 members 
Entering Unmasked Estep 
Score: -23286612.000000 Penalty: 6006.454590
	Iteration 13Q: 3 clusters Score -2.328661e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 181212 members 
Entering Unmasked Estep 
Score: -23286668.000000 Penalty: 6006.454590
	Iteration 14Q: 3 clusters Score -2.328667e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 181251 members 
Entering Unmasked Estep 
Score: -23286700.000000 Penalty: 6006.454590
	Iteration 15Q: 3 clusters Score -2.32867e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 181278 members 
Entering Unmasked Estep 
Score: -23286736.000000 Penalty: 6006.454590
	Iteration 16Q: 3 clusters Score -2.328674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 181295 members 
Entering Unmasked Estep 
Score: -23286760.000000 Penalty: 6006.454590
	Iteration 17Q: 3 clusters Score -2.328676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 181303 members 
Entering Unmasked Estep 
Score: -23286774.000000 Penalty: 6006.454590
	Iteration 18Q: 3 clusters Score -2.328677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 181313 members 
Entering Unmasked Estep 
Score: -23286780.000000 Penalty: 6006.454590
	Iteration 19Q: 3 clusters Score -2.328678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 181316 members 
Entering Unmasked Estep 
Score: -23286770.000000 Penalty: 6006.454590
	Iteration 20F: 3 clusters Score -2.328677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 181320 members 
Entering Unmasked Estep 
Score: -23286790.000000 Penalty: 6006.454590
	Iteration 21Q: 3 clusters Score -2.328679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 181325 members 
Entering Unmasked Estep 
Score: -23286804.000000 Penalty: 6006.454590
	Iteration 22Q: 3 clusters Score -2.32868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 181325 members 
Entering Unmasked Estep 
Score: -23286796.000000 Penalty: 6006.454590
	Iteration 23Q: 3 clusters Score -2.32868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 181329 members 
Entering Unmasked Estep 
Score: -23286808.000000 Penalty: 6006.454590
	Iteration 24Q: 3 clusters Score -2.328681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 181328 members 
Entering Unmasked Estep 
Score: -23286816.000000 Penalty: 6006.454590
	Iteration 25Q: 3 clusters Score -2.328682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 181331 members 
Entering Unmasked Estep 
Score: -23286802.000000 Penalty: 6006.454590
	Iteration 26Q: 3 clusters Score -2.32868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 181333 members 
Entering Unmasked Estep 
Score: -23286816.000000 Penalty: 6006.454590
	Iteration 27Q: 3 clusters Score -2.328682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 181335 members 
Entering Unmasked Estep 
Score: -23286818.000000 Penalty: 6006.454590
	Iteration 28Q: 3 clusters Score -2.328682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 181336 members 
Entering Unmasked Estep 
Score: -23286824.000000 Penalty: 6006.454590
	Iteration 29Q: 3 clusters Score -2.328682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 181337 members 
Entering Unmasked Estep 
Score: -23286822.000000 Penalty: 6006.454590
	Iteration 30Q: 3 clusters Score -2.328682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 181336 members 
Entering Unmasked Estep 
Score: -23286828.000000 Penalty: 6006.454590
	Iteration 31Q: 3 clusters Score -2.328683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 181335 members 
Entering Unmasked Estep 
Score: -23286808.000000 Penalty: 6006.454590
	Iteration 32Q: 3 clusters Score -2.328681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 181335 members 
Entering Unmasked Estep 
Score: -23286808.000000 Penalty: 6006.454590
	Iteration 33F: 3 clusters Score -2.328681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Entering Unmasked Estep 
Score: -1540676.125000 Penalty: 2332.583496
	Iteration 0F: 2 clusters Score -1540676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1531694.000000 Penalty: 4665.166992
	Iteration 0F: 3 clusters Score -1531694 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1534403.625000 Penalty: 4665.166992
	Iteration 1F: 3 clusters Score -1534404 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1534761.750000 Penalty: 4665.166992
	Iteration 2F: 3 clusters Score -1534762 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1535067.750000 Penalty: 4665.166992
	Iteration 3F: 3 clusters Score -1535068 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1535417.000000 Penalty: 4665.166992
	Iteration 4F: 3 clusters Score -1535417 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1535781.125000 Penalty: 4665.166992
	Iteration 5F: 3 clusters Score -1535781 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1536113.500000 Penalty: 4665.166992
	Iteration 6Q: 3 clusters Score -1536114 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1536459.875000 Penalty: 4665.166992
	Iteration 7Q: 3 clusters Score -1536460 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1536803.250000 Penalty: 4665.166992
	Iteration 8Q: 3 clusters Score -1536803 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1537105.750000 Penalty: 4665.166992
	Iteration 9Q: 3 clusters Score -1537106 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1537327.125000 Penalty: 4665.166992
	Iteration 10Q: 3 clusters Score -1537327 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1537500.125000 Penalty: 4665.166992
	Iteration 11Q: 3 clusters Score -1537500 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1537625.625000 Penalty: 4665.166992
	Iteration 12Q: 3 clusters Score -1537626 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1537725.625000 Penalty: 4665.166992
	Iteration 13Q: 3 clusters Score -1537726 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1537821.625000 Penalty: 4665.166992
	Iteration 14Q: 3 clusters Score -1537822 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1537913.125000 Penalty: 4665.166992
	Iteration 15Q: 3 clusters Score -1537913 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1538025.125000 Penalty: 4665.166992
	Iteration 16Q: 3 clusters Score -1538025 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1538162.500000 Penalty: 4665.166992
	Iteration 17Q: 3 clusters Score -1538162 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1538321.500000 Penalty: 4665.166992
	Iteration 18Q: 3 clusters Score -1538322 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1538436.625000 Penalty: 4665.166992
	Iteration 19Q: 3 clusters Score -1538437 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1538500.500000 Penalty: 4665.166992
	Iteration 20F: 3 clusters Score -1538500 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1538545.125000 Penalty: 4665.166992
	Iteration 21Q: 3 clusters Score -1538545 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1538574.875000 Penalty: 4665.166992
	Iteration 22Q: 3 clusters Score -1538575 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1538603.000000 Penalty: 4665.166992
	Iteration 23Q: 3 clusters Score -1538603 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1538614.750000 Penalty: 4665.166992
	Iteration 24Q: 3 clusters Score -1538615 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1538631.875000 Penalty: 4665.166992
	Iteration 25Q: 3 clusters Score -1538632 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1538649.500000 Penalty: 4665.166992
	Iteration 26Q: 3 clusters Score -1538650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1538666.000000 Penalty: 4665.166992
	Iteration 27Q: 3 clusters Score -1538666 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1538683.500000 Penalty: 4665.166992
	Iteration 28Q: 3 clusters Score -1538684 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1538707.875000 Penalty: 4665.166992
	Iteration 29Q: 3 clusters Score -1538708 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1538732.250000 Penalty: 4665.166992
	Iteration 30Q: 3 clusters Score -1538732 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1538746.250000 Penalty: 4665.166992
	Iteration 31Q: 3 clusters Score -1538746 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1538774.375000 Penalty: 4665.166992
	Iteration 32Q: 3 clusters Score -1538774 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1538802.625000 Penalty: 4665.166992
	Iteration 33Q: 3 clusters Score -1538803 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1538833.375000 Penalty: 4665.166992
	Iteration 34Q: 3 clusters Score -1538833 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1538862.250000 Penalty: 4665.166992
	Iteration 35Q: 3 clusters Score -1538862 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1538902.250000 Penalty: 4665.166992
	Iteration 36Q: 3 clusters Score -1538902 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1538935.500000 Penalty: 4665.166992
	Iteration 37Q: 3 clusters Score -1538936 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1538969.625000 Penalty: 4665.166992
	Iteration 38Q: 3 clusters Score -1538970 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1539011.375000 Penalty: 4665.166992
	Iteration 39Q: 3 clusters Score -1539011 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1539049.375000 Penalty: 4665.166992
	Iteration 40F: 3 clusters Score -1539049 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1539098.750000 Penalty: 4665.166992
	Iteration 41Q: 3 clusters Score -1539099 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1539160.875000 Penalty: 4665.166992
	Iteration 42Q: 3 clusters Score -1539161 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1539224.875000 Penalty: 4665.166992
	Iteration 43Q: 3 clusters Score -1539225 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1539302.375000 Penalty: 4665.166992
	Iteration 44Q: 3 clusters Score -1539302 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1539375.125000 Penalty: 4665.166992
	Iteration 45Q: 3 clusters Score -1539375 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1539445.000000 Penalty: 4665.166992
	Iteration 46Q: 3 clusters Score -1539445 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1539508.250000 Penalty: 4665.166992
	Iteration 47Q: 3 clusters Score -1539508 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1539595.250000 Penalty: 4665.166992
	Iteration 48Q: 3 clusters Score -1539595 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1539682.750000 Penalty: 4665.166992
	Iteration 49Q: 3 clusters Score -1539683 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1539777.875000 Penalty: 4665.166992
	Iteration 50Q: 3 clusters Score -1539778 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1539866.500000 Penalty: 4665.166992
	Iteration 51Q: 3 clusters Score -1539866 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1539949.500000 Penalty: 4665.166992
	Iteration 52Q: 3 clusters Score -1539950 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1539997.375000 Penalty: 4665.166992
	Iteration 53Q: 3 clusters Score -1539997 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1540026.375000 Penalty: 4665.166992
	Iteration 54Q: 3 clusters Score -1540026 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1540038.000000 Penalty: 4665.166992
	Iteration 55Q: 3 clusters Score -1540038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1540044.500000 Penalty: 4665.166992
	Iteration 56Q: 3 clusters Score -1540044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1540046.250000 Penalty: 4665.166992
	Iteration 57Q: 3 clusters Score -1540046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1540045.875000 Penalty: 4665.166992
	Iteration 58Q: 3 clusters Score -1540046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1540050.750000 Penalty: 4665.166992
	Iteration 59Q: 3 clusters Score -1540051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1540056.000000 Penalty: 4665.166992
	Iteration 60F: 3 clusters Score -1540056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1540059.250000 Penalty: 4665.166992
	Iteration 61Q: 3 clusters Score -1540059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1540060.500000 Penalty: 4665.166992
	Iteration 62Q: 3 clusters Score -1540060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1540058.875000 Penalty: 4665.166992
	Iteration 63Q: 3 clusters Score -1540059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1540062.875000 Penalty: 4665.166992
	Iteration 64Q: 3 clusters Score -1540063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1540060.625000 Penalty: 4665.166992
	Iteration 65Q: 3 clusters Score -1540061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1540064.000000 Penalty: 4665.166992
	Iteration 66Q: 3 clusters Score -1540064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1540065.500000 Penalty: 4665.166992
	Iteration 67Q: 3 clusters Score -1540066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1540065.500000 Penalty: 4665.166992
	Iteration 68F: 3 clusters Score -1540066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Entering Unmasked Estep 
Score: -1965535.000000 Penalty: 2385.215332
	Iteration 0F: 2 clusters Score -1965535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1954707.125000 Penalty: 4770.430664
	Iteration 0F: 3 clusters Score -1954707 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1958146.250000 Penalty: 4770.430664
	Iteration 1F: 3 clusters Score -1958146 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1958522.875000 Penalty: 4770.430664
	Iteration 2F: 3 clusters Score -1958523 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1958912.625000 Penalty: 4770.430664
	Iteration 3F: 3 clusters Score -1958913 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1959343.875000 Penalty: 4770.430664
	Iteration 4F: 3 clusters Score -1959344 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1959787.500000 Penalty: 4770.430664
	Iteration 5F: 3 clusters Score -1959788 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1960302.250000 Penalty: 4770.430664
	Iteration 6F: 3 clusters Score -1960302 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1960817.875000 Penalty: 4770.430664
	Iteration 7F: 3 clusters Score -1960818 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1961216.250000 Penalty: 4770.430664
	Iteration 8F: 3 clusters Score -1961216 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1961477.125000 Penalty: 4770.430664
	Iteration 9Q: 3 clusters Score -1961477 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1961655.750000 Penalty: 4770.430664
	Iteration 10Q: 3 clusters Score -1961656 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1961821.750000 Penalty: 4770.430664
	Iteration 11Q: 3 clusters Score -1961822 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1961962.000000 Penalty: 4770.430664
	Iteration 12Q: 3 clusters Score -1961962 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1962071.875000 Penalty: 4770.430664
	Iteration 13Q: 3 clusters Score -1962072 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1962148.500000 Penalty: 4770.430664
	Iteration 14Q: 3 clusters Score -1962148 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1962227.750000 Penalty: 4770.430664
	Iteration 15Q: 3 clusters Score -1962228 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1962301.375000 Penalty: 4770.430664
	Iteration 16Q: 3 clusters Score -1962301 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1962360.750000 Penalty: 4770.430664
	Iteration 17Q: 3 clusters Score -1962361 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1962414.625000 Penalty: 4770.430664
	Iteration 18Q: 3 clusters Score -1962415 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1962468.625000 Penalty: 4770.430664
	Iteration 19Q: 3 clusters Score -1962469 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1962529.375000 Penalty: 4770.430664
	Iteration 20F: 3 clusters Score -1962529 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1962580.250000 Penalty: 4770.430664
	Iteration 21Q: 3 clusters Score -1962580 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1962632.125000 Penalty: 4770.430664
	Iteration 22Q: 3 clusters Score -1962632 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1962684.000000 Penalty: 4770.430664
	Iteration 23Q: 3 clusters Score -1962684 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1962736.375000 Penalty: 4770.430664
	Iteration 24Q: 3 clusters Score -1962736 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1962804.500000 Penalty: 4770.430664
	Iteration 25Q: 3 clusters Score -1962804 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1962876.375000 Penalty: 4770.430664
	Iteration 26Q: 3 clusters Score -1962876 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1962948.625000 Penalty: 4770.430664
	Iteration 27Q: 3 clusters Score -1962949 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1963017.625000 Penalty: 4770.430664
	Iteration 28Q: 3 clusters Score -1963018 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1963083.125000 Penalty: 4770.430664
	Iteration 29Q: 3 clusters Score -1963083 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1963136.000000 Penalty: 4770.430664
	Iteration 30Q: 3 clusters Score -1963136 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1963192.625000 Penalty: 4770.430664
	Iteration 31Q: 3 clusters Score -1963193 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1963224.125000 Penalty: 4770.430664
	Iteration 32Q: 3 clusters Score -1963224 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1963259.375000 Penalty: 4770.430664
	Iteration 33Q: 3 clusters Score -1963259 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1963292.375000 Penalty: 4770.430664
	Iteration 34Q: 3 clusters Score -1963292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1963327.750000 Penalty: 4770.430664
	Iteration 35Q: 3 clusters Score -1963328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1963343.250000 Penalty: 4770.430664
	Iteration 36Q: 3 clusters Score -1963343 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1963367.125000 Penalty: 4770.430664
	Iteration 37Q: 3 clusters Score -1963367 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1963387.500000 Penalty: 4770.430664
	Iteration 38Q: 3 clusters Score -1963388 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1963418.375000 Penalty: 4770.430664
	Iteration 39Q: 3 clusters Score -1963418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1963437.000000 Penalty: 4770.430664
	Iteration 40F: 3 clusters Score -1963437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1963452.750000 Penalty: 4770.430664
	Iteration 41Q: 3 clusters Score -1963453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1963460.000000 Penalty: 4770.430664
	Iteration 42Q: 3 clusters Score -1963460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1963473.750000 Penalty: 4770.430664
	Iteration 43Q: 3 clusters Score -1963474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1963481.250000 Penalty: 4770.430664
	Iteration 44Q: 3 clusters Score -1963481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1963486.750000 Penalty: 4770.430664
	Iteration 45Q: 3 clusters Score -1963487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1963487.875000 Penalty: 4770.430664
	Iteration 46Q: 3 clusters Score -1963488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1963492.125000 Penalty: 4770.430664
	Iteration 47Q: 3 clusters Score -1963492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1963498.000000 Penalty: 4770.430664
	Iteration 48Q: 3 clusters Score -1963498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1963502.750000 Penalty: 4770.430664
	Iteration 49Q: 3 clusters Score -1963503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1963503.250000 Penalty: 4770.430664
	Iteration 50Q: 3 clusters Score -1963503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1963503.625000 Penalty: 4770.430664
	Iteration 51Q: 3 clusters Score -1963504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1963499.500000 Penalty: 4770.430664
	Iteration 52Q: 3 clusters Score -1963500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1963505.125000 Penalty: 4770.430664
	Iteration 53Q: 3 clusters Score -1963505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1963507.125000 Penalty: 4770.430664
	Iteration 54Q: 3 clusters Score -1963507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1963507.125000 Penalty: 4770.430664
	Iteration 55Q: 3 clusters Score -1963507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1963512.250000 Penalty: 4770.430664
	Iteration 56Q: 3 clusters Score -1963512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1963514.875000 Penalty: 4770.430664
	Iteration 57Q: 3 clusters Score -1963515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1963520.125000 Penalty: 4770.430664
	Iteration 58Q: 3 clusters Score -1963520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1963521.500000 Penalty: 4770.430664
	Iteration 59Q: 3 clusters Score -1963522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1963522.625000 Penalty: 4770.430664
	Iteration 60F: 3 clusters Score -1963523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1963525.750000 Penalty: 4770.430664
	Iteration 61Q: 3 clusters Score -1963526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1963520.750000 Penalty: 4770.430664
	Iteration 62Q: 3 clusters Score -1963521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1963520.750000 Penalty: 4770.430664
	Iteration 63F: 3 clusters Score -1963521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88578 members 
Entering Unmasked Estep 
Score: -11490537.000000 Penalty: 2825.126465
	Iteration 0F: 2 clusters Score -1.149054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -11431368.000000 Penalty: 5650.252930
	Iteration 0F: 3 clusters Score -1.143137e+07 nChanged 41628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -11454973.000000 Penalty: 5650.252930
	Iteration 1F: 3 clusters Score -1.145497e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -11455755.000000 Penalty: 5650.252930
	Iteration 2Q: 3 clusters Score -1.145576e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -11456856.000000 Penalty: 5650.252930
	Iteration 3Q: 3 clusters Score -1.145686e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -11458529.000000 Penalty: 5650.252930
	Iteration 4Q: 3 clusters Score -1.145853e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 59455 members 
Entering Unmasked Estep 
Score: -11461609.000000 Penalty: 5650.252930
	Iteration 5F: 3 clusters Score -1.146161e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -11466781.000000 Penalty: 5650.252930
	Iteration 6F: 3 clusters Score -1.146678e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 74093 members 
Entering Unmasked Estep 
Score: -11473913.000000 Penalty: 5650.252930
	Iteration 7F: 3 clusters Score -1.147391e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
Score: -11480803.000000 Penalty: 5650.252930
	Iteration 8F: 3 clusters Score -1.14808e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 85482 members 
Entering Unmasked Estep 
Score: -11485102.000000 Penalty: 5650.252930
	Iteration 9Q: 3 clusters Score -1.14851e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 87423 members 
Entering Unmasked Estep 
Score: -11486959.000000 Penalty: 5650.252930
	Iteration 10Q: 3 clusters Score -1.148696e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 88058 members 
Entering Unmasked Estep 
Score: -11487616.000000 Penalty: 5650.252930
	Iteration 11Q: 3 clusters Score -1.148762e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 88248 members 
Entering Unmasked Estep 
Score: -11487809.000000 Penalty: 5650.252930
	Iteration 12Q: 3 clusters Score -1.148781e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 88307 members 
Entering Unmasked Estep 
Score: -11487901.000000 Penalty: 5650.252930
	Iteration 13Q: 3 clusters Score -1.14879e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
Score: -11487953.000000 Penalty: 5650.252930
	Iteration 14Q: 3 clusters Score -1.148795e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 88344 members 
Entering Unmasked Estep 
Score: -11488001.000000 Penalty: 5650.252930
	Iteration 15Q: 3 clusters Score -1.1488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 88347 members 
Entering Unmasked Estep 
Score: -11488037.000000 Penalty: 5650.252930
	Iteration 16Q: 3 clusters Score -1.148804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 88347 members 
Entering Unmasked Estep 
Score: -11488049.000000 Penalty: 5650.252930
	Iteration 17Q: 3 clusters Score -1.148805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 88349 members 
Entering Unmasked Estep 
Score: -11488052.000000 Penalty: 5650.252930
	Iteration 18Q: 3 clusters Score -1.148805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 88351 members 
Entering Unmasked Estep 
Score: -11488050.000000 Penalty: 5650.252930
	Iteration 19Q: 3 clusters Score -1.148805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 88352 members 
Entering Unmasked Estep 
Score: -11488054.000000 Penalty: 5650.252930
	Iteration 20F: 3 clusters Score -1.148805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 88352 members 
Entering Unmasked Estep 
Score: -11488049.000000 Penalty: 5650.252930
	Iteration 21Q: 3 clusters Score -1.148805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 88353 members 
Entering Unmasked Estep 
Score: -11488058.000000 Penalty: 5650.252930
	Iteration 22Q: 3 clusters Score -1.148806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 88354 members 
Entering Unmasked Estep 
Score: -11488070.000000 Penalty: 5650.252930
	Iteration 23Q: 3 clusters Score -1.148807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 88355 members 
Entering Unmasked Estep 
Score: -11488065.000000 Penalty: 5650.252930
	Iteration 24Q: 3 clusters Score -1.148806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -11488078.000000 Penalty: 5650.252930
	Iteration 25Q: 3 clusters Score -1.148808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 88355 members 
Entering Unmasked Estep 
Score: -11488074.000000 Penalty: 5650.252930
	Iteration 26Q: 3 clusters Score -1.148807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 88355 members 
Entering Unmasked Estep 
Score: -11488074.000000 Penalty: 5650.252930
	Iteration 27F: 3 clusters Score -1.148807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -356283.937500 Penalty: 1961.280029
	Iteration 0F: 2 clusters Score -356283.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -353121.812500 Penalty: 3922.560059
	Iteration 0F: 3 clusters Score -353121.8 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -353739.468750 Penalty: 3922.560059
	Iteration 1F: 3 clusters Score -353739.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -353895.187500 Penalty: 3922.560059
	Iteration 2F: 3 clusters Score -353895.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -353980.031250 Penalty: 3922.560059
	Iteration 3Q: 3 clusters Score -353980 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -354038.718750 Penalty: 3922.560059
	Iteration 4Q: 3 clusters Score -354038.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -354088.843750 Penalty: 3922.560059
	Iteration 5Q: 3 clusters Score -354088.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -354121.937500 Penalty: 3922.560059
	Iteration 6Q: 3 clusters Score -354121.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -354144.343750 Penalty: 3922.560059
	Iteration 7Q: 3 clusters Score -354144.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -354164.343750 Penalty: 3922.560059
	Iteration 8Q: 3 clusters Score -354164.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -354187.718750 Penalty: 3922.560059
	Iteration 9Q: 3 clusters Score -354187.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -354206.937500 Penalty: 3922.560059
	Iteration 10Q: 3 clusters Score -354206.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -354217.812500 Penalty: 3922.560059
	Iteration 11Q: 3 clusters Score -354217.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -354225.500000 Penalty: 3922.560059
	Iteration 12Q: 3 clusters Score -354225.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -354229.750000 Penalty: 3922.560059
	Iteration 13Q: 3 clusters Score -354229.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -354232.468750 Penalty: 3922.560059
	Iteration 14Q: 3 clusters Score -354232.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -354235.843750 Penalty: 3922.560059
	Iteration 15Q: 3 clusters Score -354235.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -354238.312500 Penalty: 3922.560059
	Iteration 16Q: 3 clusters Score -354238.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -354240.375000 Penalty: 3922.560059
	Iteration 17Q: 3 clusters Score -354240.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -354242.656250 Penalty: 3922.560059
	Iteration 18Q: 3 clusters Score -354242.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -354243.281250 Penalty: 3922.560059
	Iteration 19Q: 3 clusters Score -354243.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -354243.281250 Penalty: 3922.560059
	Iteration 20F: 3 clusters Score -354243.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (96645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96645 members 
Entering Unmasked Estep 
Score: -12544897.000000 Penalty: 2846.742432
	Iteration 0F: 2 clusters Score -1.25449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -12480282.000000 Penalty: 5693.484863
	Iteration 0F: 3 clusters Score -1.248028e+07 nChanged 45586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -12506055.000000 Penalty: 5693.484863
	Iteration 1F: 3 clusters Score -1.250606e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -12506812.000000 Penalty: 5693.484863
	Iteration 2Q: 3 clusters Score -1.250681e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -12507799.000000 Penalty: 5693.484863
	Iteration 3Q: 3 clusters Score -1.25078e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53015 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -12508949.000000 Penalty: 5693.484863
	Iteration 4Q: 3 clusters Score -1.250895e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -12510832.000000 Penalty: 5693.484863
	Iteration 5Q: 3 clusters Score -1.251083e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -12513581.000000 Penalty: 5693.484863
	Iteration 6F: 3 clusters Score -1.251358e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -12517090.000000 Penalty: 5693.484863
	Iteration 7F: 3 clusters Score -1.251709e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -12521012.000000 Penalty: 5693.484863
	Iteration 8F: 3 clusters Score -1.252101e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75866 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -12525142.000000 Penalty: 5693.484863
	Iteration 9F: 3 clusters Score -1.252514e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -12529231.000000 Penalty: 5693.484863
	Iteration 10F: 3 clusters Score -1.252923e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86448 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -12533518.000000 Penalty: 5693.484863
	Iteration 11F: 3 clusters Score -1.253352e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90610 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -12537019.000000 Penalty: 5693.484863
	Iteration 12Q: 3 clusters Score -1.253702e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93451 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -12539624.000000 Penalty: 5693.484863
	Iteration 13Q: 3 clusters Score -1.253962e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95088 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -12541062.000000 Penalty: 5693.484863
	Iteration 14Q: 3 clusters Score -1.254106e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95828 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -12541718.000000 Penalty: 5693.484863
	Iteration 15Q: 3 clusters Score -1.254172e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96133 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -12542020.000000 Penalty: 5693.484863
	Iteration 16Q: 3 clusters Score -1.254202e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96251 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -12542186.000000 Penalty: 5693.484863
	Iteration 17Q: 3 clusters Score -1.254219e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96305 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -12542290.000000 Penalty: 5693.484863
	Iteration 18Q: 3 clusters Score -1.254229e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96338 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -12542348.000000 Penalty: 5693.484863
	Iteration 19Q: 3 clusters Score -1.254235e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96353 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -12542380.000000 Penalty: 5693.484863
	Iteration 20F: 3 clusters Score -1.254238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -12542406.000000 Penalty: 5693.484863
	Iteration 21Q: 3 clusters Score -1.254241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12542404.000000 Penalty: 5693.484863
	Iteration 22Q: 3 clusters Score -1.25424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96369 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12542412.000000 Penalty: 5693.484863
	Iteration 23Q: 3 clusters Score -1.254241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96370 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -12542414.000000 Penalty: 5693.484863
	Iteration 24Q: 3 clusters Score -1.254241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96369 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12542411.000000 Penalty: 5693.484863
	Iteration 25Q: 3 clusters Score -1.254241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96369 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12542411.000000 Penalty: 5693.484863
	Iteration 26F: 3 clusters Score -1.254241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (70957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Entering Unmasked Estep 
Score: -9115523.000000 Penalty: 2770.117676
	Iteration 0F: 2 clusters Score -9115523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -9067929.000000 Penalty: 5540.235352
	Iteration 0F: 3 clusters Score -9067929 nChanged 33222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -9086843.000000 Penalty: 5540.235352
	Iteration 1F: 3 clusters Score -9086843 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -9087478.000000 Penalty: 5540.235352
	Iteration 2Q: 3 clusters Score -9087478 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -9088188.000000 Penalty: 5540.235352
	Iteration 3Q: 3 clusters Score -9088188 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -9089100.000000 Penalty: 5540.235352
	Iteration 4Q: 3 clusters Score -9089100 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -9090436.000000 Penalty: 5540.235352
	Iteration 5Q: 3 clusters Score -9090436 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -9092830.000000 Penalty: 5540.235352
	Iteration 6F: 3 clusters Score -9092830 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -9096622.000000 Penalty: 5540.235352
	Iteration 7F: 3 clusters Score -9096622 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 59426 members 
Entering Unmasked Estep 
Score: -9102018.000000 Penalty: 5540.235352
	Iteration 8F: 3 clusters Score -9102018 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 64943 members 
Entering Unmasked Estep 
Score: -9107296.000000 Penalty: 5540.235352
	Iteration 9F: 3 clusters Score -9107296 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 68551 members 
Entering Unmasked Estep 
Score: -9110790.000000 Penalty: 5540.235352
	Iteration 10F: 3 clusters Score -9110790 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
Score: -9112232.000000 Penalty: 5540.235352
	Iteration 11Q: 3 clusters Score -9112232 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 70537 members 
Entering Unmasked Estep 
Score: -9112720.000000 Penalty: 5540.235352
	Iteration 12Q: 3 clusters Score -9112720 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 70644 members 
Entering Unmasked Estep 
Score: -9112895.000000 Penalty: 5540.235352
	Iteration 13Q: 3 clusters Score -9112895 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -9112971.000000 Penalty: 5540.235352
	Iteration 14Q: 3 clusters Score -9112971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 70699 members 
Entering Unmasked Estep 
Score: -9112992.000000 Penalty: 5540.235352
	Iteration 15Q: 3 clusters Score -9112992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
Score: -9113017.000000 Penalty: 5540.235352
	Iteration 16Q: 3 clusters Score -9113017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 70717 members 
Entering Unmasked Estep 
Score: -9113041.000000 Penalty: 5540.235352
	Iteration 17Q: 3 clusters Score -9113041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 70718 members 
Entering Unmasked Estep 
Score: -9113055.000000 Penalty: 5540.235352
	Iteration 18Q: 3 clusters Score -9113055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 70718 members 
Entering Unmasked Estep 
Score: -9113067.000000 Penalty: 5540.235352
	Iteration 19Q: 3 clusters Score -9113067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 70719 members 
Entering Unmasked Estep 
Score: -9113068.000000 Penalty: 5540.235352
	Iteration 20F: 3 clusters Score -9113068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 70718 members 
Entering Unmasked Estep 
Score: -9113069.000000 Penalty: 5540.235352
	Iteration 21Q: 3 clusters Score -9113069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 70719 members 
Entering Unmasked Estep 
Score: -9113068.000000 Penalty: 5540.235352
	Iteration 22Q: 3 clusters Score -9113068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 70720 members 
Entering Unmasked Estep 
Score: -9113070.000000 Penalty: 5540.235352
	Iteration 23Q: 3 clusters Score -9113070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 70721 members 
Entering Unmasked Estep 
Score: -9113076.000000 Penalty: 5540.235352
	Iteration 24Q: 3 clusters Score -9113076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 70721 members 
Entering Unmasked Estep 
Score: -9113076.000000 Penalty: 5540.235352
	Iteration 25F: 3 clusters Score -9113076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Entering Unmasked Estep 
Score: -3909370.500000 Penalty: 2558.547363
	Iteration 0F: 2 clusters Score -3909370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3888577.000000 Penalty: 5117.094727
	Iteration 0F: 3 clusters Score -3888577 nChanged 13553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -3895931.000000 Penalty: 5117.094727
	Iteration 1F: 3 clusters Score -3895931 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -3896450.500000 Penalty: 5117.094727
	Iteration 2Q: 3 clusters Score -3896450 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3896997.000000 Penalty: 5117.094727
	Iteration 3Q: 3 clusters Score -3896997 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -3897655.750000 Penalty: 5117.094727
	Iteration 4Q: 3 clusters Score -3897656 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -3898400.250000 Penalty: 5117.094727
	Iteration 5Q: 3 clusters Score -3898400 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -3899126.500000 Penalty: 5117.094727
	Iteration 6Q: 3 clusters Score -3899126 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -3899868.750000 Penalty: 5117.094727
	Iteration 7Q: 3 clusters Score -3899869 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3900547.000000 Penalty: 5117.094727
	Iteration 8Q: 3 clusters Score -3900547 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -3901251.250000 Penalty: 5117.094727
	Iteration 9Q: 3 clusters Score -3901251 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -3901936.500000 Penalty: 5117.094727
	Iteration 10Q: 3 clusters Score -3901936 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -3902652.500000 Penalty: 5117.094727
	Iteration 11Q: 3 clusters Score -3902652 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -3903452.000000 Penalty: 5117.094727
	Iteration 12Q: 3 clusters Score -3903452 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -3904321.000000 Penalty: 5117.094727
	Iteration 13Q: 3 clusters Score -3904321 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -3905125.500000 Penalty: 5117.094727
	Iteration 14Q: 3 clusters Score -3905126 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -3905767.000000 Penalty: 5117.094727
	Iteration 15Q: 3 clusters Score -3905767 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -3906230.500000 Penalty: 5117.094727
	Iteration 16Q: 3 clusters Score -3906230 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -3906546.000000 Penalty: 5117.094727
	Iteration 17Q: 3 clusters Score -3906546 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -3906733.250000 Penalty: 5117.094727
	Iteration 18Q: 3 clusters Score -3906733 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -3906860.250000 Penalty: 5117.094727
	Iteration 19Q: 3 clusters Score -3906860 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -3906938.750000 Penalty: 5117.094727
	Iteration 20F: 3 clusters Score -3906939 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -3906979.000000 Penalty: 5117.094727
	Iteration 21Q: 3 clusters Score -3906979 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3906999.750000 Penalty: 5117.094727
	Iteration 22Q: 3 clusters Score -3907000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -3907029.250000 Penalty: 5117.094727
	Iteration 23Q: 3 clusters Score -3907029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -3907047.750000 Penalty: 5117.094727
	Iteration 24Q: 3 clusters Score -3907048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -3907071.000000 Penalty: 5117.094727
	Iteration 25Q: 3 clusters Score -3907071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -3907088.250000 Penalty: 5117.094727
	Iteration 26Q: 3 clusters Score -3907088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -3907104.250000 Penalty: 5117.094727
	Iteration 27Q: 3 clusters Score -3907104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -3907116.500000 Penalty: 5117.094727
	Iteration 28Q: 3 clusters Score -3907116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -3907128.000000 Penalty: 5117.094727
	Iteration 29Q: 3 clusters Score -3907128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -3907130.750000 Penalty: 5117.094727
	Iteration 30Q: 3 clusters Score -3907131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -3907138.250000 Penalty: 5117.094727
	Iteration 31Q: 3 clusters Score -3907138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -3907137.750000 Penalty: 5117.094727
	Iteration 32Q: 3 clusters Score -3907138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -3907135.000000 Penalty: 5117.094727
	Iteration 33Q: 3 clusters Score -3907135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -3907135.500000 Penalty: 5117.094727
	Iteration 34Q: 3 clusters Score -3907136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -3907134.750000 Penalty: 5117.094727
	Iteration 35Q: 3 clusters Score -3907135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -3907136.500000 Penalty: 5117.094727
	Iteration 36Q: 3 clusters Score -3907136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -3907136.500000 Penalty: 5117.094727
	Iteration 37Q: 3 clusters Score -3907136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -3907131.750000 Penalty: 5117.094727
	Iteration 38Q: 3 clusters Score -3907132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -3907131.750000 Penalty: 5117.094727
	Iteration 39F: 3 clusters Score -3907132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Entering Unmasked Estep 
Score: -741057.062500 Penalty: 2161.212646
	Iteration 0F: 2 clusters Score -741057.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -735878.000000 Penalty: 4322.425293
	Iteration 0F: 3 clusters Score -735878 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -737183.375000 Penalty: 4322.425293
	Iteration 1F: 3 clusters Score -737183.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -737420.437500 Penalty: 4322.425293
	Iteration 2F: 3 clusters Score -737420.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -737588.062500 Penalty: 4322.425293
	Iteration 3F: 3 clusters Score -737588.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -737695.500000 Penalty: 4322.425293
	Iteration 4Q: 3 clusters Score -737695.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -737771.625000 Penalty: 4322.425293
	Iteration 5Q: 3 clusters Score -737771.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -737826.125000 Penalty: 4322.425293
	Iteration 6Q: 3 clusters Score -737826.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -737872.687500 Penalty: 4322.425293
	Iteration 7Q: 3 clusters Score -737872.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -737914.937500 Penalty: 4322.425293
	Iteration 8Q: 3 clusters Score -737914.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -737948.750000 Penalty: 4322.425293
	Iteration 9Q: 3 clusters Score -737948.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -737974.187500 Penalty: 4322.425293
	Iteration 10Q: 3 clusters Score -737974.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -737995.437500 Penalty: 4322.425293
	Iteration 11Q: 3 clusters Score -737995.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -738016.875000 Penalty: 4322.425293
	Iteration 12Q: 3 clusters Score -738016.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -738038.812500 Penalty: 4322.425293
	Iteration 13Q: 3 clusters Score -738038.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -738060.812500 Penalty: 4322.425293
	Iteration 14Q: 3 clusters Score -738060.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -738086.625000 Penalty: 4322.425293
	Iteration 15Q: 3 clusters Score -738086.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -738110.375000 Penalty: 4322.425293
	Iteration 16Q: 3 clusters Score -738110.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -738144.250000 Penalty: 4322.425293
	Iteration 17Q: 3 clusters Score -738144.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -738188.750000 Penalty: 4322.425293
	Iteration 18Q: 3 clusters Score -738188.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -738229.062500 Penalty: 4322.425293
	Iteration 19Q: 3 clusters Score -738229.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -738272.875000 Penalty: 4322.425293
	Iteration 20F: 3 clusters Score -738272.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -738325.375000 Penalty: 4322.425293
	Iteration 21Q: 3 clusters Score -738325.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -738386.250000 Penalty: 4322.425293
	Iteration 22Q: 3 clusters Score -738386.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -738437.187500 Penalty: 4322.425293
	Iteration 23Q: 3 clusters Score -738437.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -738488.125000 Penalty: 4322.425293
	Iteration 24Q: 3 clusters Score -738488.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -738545.437500 Penalty: 4322.425293
	Iteration 25Q: 3 clusters Score -738545.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -738598.187500 Penalty: 4322.425293
	Iteration 26Q: 3 clusters Score -738598.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -738656.937500 Penalty: 4322.425293
	Iteration 27Q: 3 clusters Score -738656.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -738707.187500 Penalty: 4322.425293
	Iteration 28Q: 3 clusters Score -738707.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -738751.000000 Penalty: 4322.425293
	Iteration 29Q: 3 clusters Score -738751 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -738791.125000 Penalty: 4322.425293
	Iteration 30Q: 3 clusters Score -738791.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -738826.500000 Penalty: 4322.425293
	Iteration 31Q: 3 clusters Score -738826.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -738858.750000 Penalty: 4322.425293
	Iteration 32Q: 3 clusters Score -738858.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -738891.500000 Penalty: 4322.425293
	Iteration 33Q: 3 clusters Score -738891.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -738921.375000 Penalty: 4322.425293
	Iteration 34Q: 3 clusters Score -738921.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -738945.500000 Penalty: 4322.425293
	Iteration 35Q: 3 clusters Score -738945.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -738975.500000 Penalty: 4322.425293
	Iteration 36Q: 3 clusters Score -738975.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -739003.500000 Penalty: 4322.425293
	Iteration 37Q: 3 clusters Score -739003.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -739026.187500 Penalty: 4322.425293
	Iteration 38Q: 3 clusters Score -739026.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -739048.875000 Penalty: 4322.425293
	Iteration 39Q: 3 clusters Score -739048.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -739068.062500 Penalty: 4322.425293
	Iteration 40F: 3 clusters Score -739068.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -739087.875000 Penalty: 4322.425293
	Iteration 41Q: 3 clusters Score -739087.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -739106.437500 Penalty: 4322.425293
	Iteration 42Q: 3 clusters Score -739106.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -739121.187500 Penalty: 4322.425293
	Iteration 43Q: 3 clusters Score -739121.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -739131.562500 Penalty: 4322.425293
	Iteration 44Q: 3 clusters Score -739131.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -739140.937500 Penalty: 4322.425293
	Iteration 45Q: 3 clusters Score -739140.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -739152.562500 Penalty: 4322.425293
	Iteration 46Q: 3 clusters Score -739152.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -739164.500000 Penalty: 4322.425293
	Iteration 47Q: 3 clusters Score -739164.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -739176.750000 Penalty: 4322.425293
	Iteration 48Q: 3 clusters Score -739176.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -739186.750000 Penalty: 4322.425293
	Iteration 49Q: 3 clusters Score -739186.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -739190.187500 Penalty: 4322.425293
	Iteration 50Q: 3 clusters Score -739190.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -739196.625000 Penalty: 4322.425293
	Iteration 51Q: 3 clusters Score -739196.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -739200.875000 Penalty: 4322.425293
	Iteration 52Q: 3 clusters Score -739200.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -739204.375000 Penalty: 4322.425293
	Iteration 53Q: 3 clusters Score -739204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -739204.062500 Penalty: 4322.425293
	Iteration 54Q: 3 clusters Score -739204.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -739206.000000 Penalty: 4322.425293
	Iteration 55Q: 3 clusters Score -739206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -739206.187500 Penalty: 4322.425293
	Iteration 56Q: 3 clusters Score -739206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -739207.437500 Penalty: 4322.425293
	Iteration 57Q: 3 clusters Score -739207.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -739210.312500 Penalty: 4322.425293
	Iteration 58Q: 3 clusters Score -739210.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -739211.687500 Penalty: 4322.425293
	Iteration 59Q: 3 clusters Score -739211.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -739214.812500 Penalty: 4322.425293
	Iteration 60F: 3 clusters Score -739214.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -739217.437500 Penalty: 4322.425293
	Iteration 61Q: 3 clusters Score -739217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -739217.687500 Penalty: 4322.425293
	Iteration 62Q: 3 clusters Score -739217.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -739218.500000 Penalty: 4322.425293
	Iteration 63Q: 3 clusters Score -739218.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -739218.500000 Penalty: 4322.425293
	Iteration 64F: 3 clusters Score -739218.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Entering Unmasked Estep 
Score: -1383489.250000 Penalty: 2318.717529
	Iteration 0F: 2 clusters Score -1383489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1374890.250000 Penalty: 4637.435059
	Iteration 0F: 3 clusters Score -1374890 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1377660.250000 Penalty: 4637.435059
	Iteration 1F: 3 clusters Score -1377660 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1378242.625000 Penalty: 4637.435059
	Iteration 2F: 3 clusters Score -1378243 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1378828.875000 Penalty: 4637.435059
	Iteration 3F: 3 clusters Score -1378829 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1379482.250000 Penalty: 4637.435059
	Iteration 4F: 3 clusters Score -1379482 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1380097.250000 Penalty: 4637.435059
	Iteration 5F: 3 clusters Score -1380097 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1380617.500000 Penalty: 4637.435059
	Iteration 6F: 3 clusters Score -1380618 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1381054.375000 Penalty: 4637.435059
	Iteration 7F: 3 clusters Score -1381054 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1381415.000000 Penalty: 4637.435059
	Iteration 8Q: 3 clusters Score -1381415 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1381667.250000 Penalty: 4637.435059
	Iteration 9Q: 3 clusters Score -1381667 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1381836.375000 Penalty: 4637.435059
	Iteration 10Q: 3 clusters Score -1381836 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1381937.875000 Penalty: 4637.435059
	Iteration 11Q: 3 clusters Score -1381938 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1382019.500000 Penalty: 4637.435059
	Iteration 12Q: 3 clusters Score -1382020 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1382083.375000 Penalty: 4637.435059
	Iteration 13Q: 3 clusters Score -1382083 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1382132.000000 Penalty: 4637.435059
	Iteration 14Q: 3 clusters Score -1382132 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1382165.750000 Penalty: 4637.435059
	Iteration 15Q: 3 clusters Score -1382166 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1382190.500000 Penalty: 4637.435059
	Iteration 16Q: 3 clusters Score -1382190 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1382224.250000 Penalty: 4637.435059
	Iteration 17Q: 3 clusters Score -1382224 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1382259.875000 Penalty: 4637.435059
	Iteration 18Q: 3 clusters Score -1382260 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1382287.500000 Penalty: 4637.435059
	Iteration 19Q: 3 clusters Score -1382288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1382301.000000 Penalty: 4637.435059
	Iteration 20F: 3 clusters Score -1382301 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1382312.625000 Penalty: 4637.435059
	Iteration 21Q: 3 clusters Score -1382313 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1382334.000000 Penalty: 4637.435059
	Iteration 22Q: 3 clusters Score -1382334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1382350.125000 Penalty: 4637.435059
	Iteration 23Q: 3 clusters Score -1382350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1382354.000000 Penalty: 4637.435059
	Iteration 24Q: 3 clusters Score -1382354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1382360.625000 Penalty: 4637.435059
	Iteration 25Q: 3 clusters Score -1382361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1382367.375000 Penalty: 4637.435059
	Iteration 26Q: 3 clusters Score -1382367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1382371.750000 Penalty: 4637.435059
	Iteration 27Q: 3 clusters Score -1382372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1382372.750000 Penalty: 4637.435059
	Iteration 28Q: 3 clusters Score -1382373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1382374.500000 Penalty: 4637.435059
	Iteration 29Q: 3 clusters Score -1382374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1382376.625000 Penalty: 4637.435059
	Iteration 30Q: 3 clusters Score -1382377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1382381.125000 Penalty: 4637.435059
	Iteration 31Q: 3 clusters Score -1382381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1382379.875000 Penalty: 4637.435059
	Iteration 32Q: 3 clusters Score -1382380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1382382.250000 Penalty: 4637.435059
	Iteration 33Q: 3 clusters Score -1382382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1382381.250000 Penalty: 4637.435059
	Iteration 34Q: 3 clusters Score -1382381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1382379.750000 Penalty: 4637.435059
	Iteration 35Q: 3 clusters Score -1382380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1382382.125000 Penalty: 4637.435059
	Iteration 36Q: 3 clusters Score -1382382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1382385.250000 Penalty: 4637.435059
	Iteration 37Q: 3 clusters Score -1382385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1382383.375000 Penalty: 4637.435059
	Iteration 38Q: 3 clusters Score -1382383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1382386.250000 Penalty: 4637.435059
	Iteration 39Q: 3 clusters Score -1382386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1382387.250000 Penalty: 4637.435059
	Iteration 40F: 3 clusters Score -1382387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1382386.750000 Penalty: 4637.435059
	Iteration 41Q: 3 clusters Score -1382387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1382386.250000 Penalty: 4637.435059
	Iteration 42Q: 3 clusters Score -1382386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1382386.875000 Penalty: 4637.435059
	Iteration 43Q: 3 clusters Score -1382387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1382386.875000 Penalty: 4637.435059
	Iteration 44F: 3 clusters Score -1382387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Entering Unmasked Estep 
Score: -436766.343750 Penalty: 2057.790771
	Iteration 0F: 2 clusters Score -436766.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -432957.875000 Penalty: 4115.581543
	Iteration 0F: 3 clusters Score -432957.9 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -434002.968750 Penalty: 4115.581543
	Iteration 1F: 3 clusters Score -434003 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -434284.593750 Penalty: 4115.581543
	Iteration 2F: 3 clusters Score -434284.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -434496.156250 Penalty: 4115.581543
	Iteration 3F: 3 clusters Score -434496.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -434660.593750 Penalty: 4115.581543
	Iteration 4Q: 3 clusters Score -434660.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -434760.906250 Penalty: 4115.581543
	Iteration 5Q: 3 clusters Score -434760.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -434821.625000 Penalty: 4115.581543
	Iteration 6Q: 3 clusters Score -434821.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -434865.000000 Penalty: 4115.581543
	Iteration 7Q: 3 clusters Score -434865 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -434910.500000 Penalty: 4115.581543
	Iteration 8Q: 3 clusters Score -434910.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -434947.156250 Penalty: 4115.581543
	Iteration 9Q: 3 clusters Score -434947.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -434977.218750 Penalty: 4115.581543
	Iteration 10Q: 3 clusters Score -434977.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -435010.718750 Penalty: 4115.581543
	Iteration 11Q: 3 clusters Score -435010.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -435045.000000 Penalty: 4115.581543
	Iteration 12Q: 3 clusters Score -435045 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -435082.062500 Penalty: 4115.581543
	Iteration 13Q: 3 clusters Score -435082.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -435120.343750 Penalty: 4115.581543
	Iteration 14Q: 3 clusters Score -435120.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -435145.750000 Penalty: 4115.581543
	Iteration 15Q: 3 clusters Score -435145.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -435166.718750 Penalty: 4115.581543
	Iteration 16Q: 3 clusters Score -435166.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -435179.906250 Penalty: 4115.581543
	Iteration 17Q: 3 clusters Score -435179.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -435187.437500 Penalty: 4115.581543
	Iteration 18Q: 3 clusters Score -435187.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -435196.312500 Penalty: 4115.581543
	Iteration 19Q: 3 clusters Score -435196.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -435207.937500 Penalty: 4115.581543
	Iteration 20F: 3 clusters Score -435207.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -435231.812500 Penalty: 4115.581543
	Iteration 21Q: 3 clusters Score -435231.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -435244.531250 Penalty: 4115.581543
	Iteration 22Q: 3 clusters Score -435244.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -435255.093750 Penalty: 4115.581543
	Iteration 23Q: 3 clusters Score -435255.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -435266.093750 Penalty: 4115.581543
	Iteration 24Q: 3 clusters Score -435266.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -435272.937500 Penalty: 4115.581543
	Iteration 25Q: 3 clusters Score -435272.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -435277.781250 Penalty: 4115.581543
	Iteration 26Q: 3 clusters Score -435277.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -435282.625000 Penalty: 4115.581543
	Iteration 27Q: 3 clusters Score -435282.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -435287.812500 Penalty: 4115.581543
	Iteration 28Q: 3 clusters Score -435287.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -435291.093750 Penalty: 4115.581543
	Iteration 29Q: 3 clusters Score -435291.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -435294.593750 Penalty: 4115.581543
	Iteration 30Q: 3 clusters Score -435294.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -435296.218750 Penalty: 4115.581543
	Iteration 31Q: 3 clusters Score -435296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -435296.031250 Penalty: 4115.581543
	Iteration 32Q: 3 clusters Score -435296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -435296.468750 Penalty: 4115.581543
	Iteration 33Q: 3 clusters Score -435296.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -435296.468750 Penalty: 4115.581543
	Iteration 34F: 3 clusters Score -435296.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (48726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Entering Unmasked Estep 
Score: -6263884.000000 Penalty: 2676.904053
	Iteration 0F: 2 clusters Score -6263884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -6231332.000000 Penalty: 5353.808105
	Iteration 0F: 3 clusters Score -6231332 nChanged 22239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -6243556.500000 Penalty: 5353.808105
	Iteration 1F: 3 clusters Score -6243556 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -6244112.000000 Penalty: 5353.808105
	Iteration 2Q: 3 clusters Score -6244112 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -6244740.000000 Penalty: 5353.808105
	Iteration 3Q: 3 clusters Score -6244740 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -6245379.000000 Penalty: 5353.808105
	Iteration 4Q: 3 clusters Score -6245379 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -6246178.500000 Penalty: 5353.808105
	Iteration 5Q: 3 clusters Score -6246178 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -6247112.000000 Penalty: 5353.808105
	Iteration 6Q: 3 clusters Score -6247112 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -6248095.500000 Penalty: 5353.808105
	Iteration 7Q: 3 clusters Score -6248096 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -6249177.000000 Penalty: 5353.808105
	Iteration 8Q: 3 clusters Score -6249177 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -6250341.000000 Penalty: 5353.808105
	Iteration 9Q: 3 clusters Score -6250341 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -6251616.000000 Penalty: 5353.808105
	Iteration 10Q: 3 clusters Score -6251616 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -6253043.500000 Penalty: 5353.808105
	Iteration 11Q: 3 clusters Score -6253044 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -6254523.500000 Penalty: 5353.808105
	Iteration 12Q: 3 clusters Score -6254524 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -6255952.500000 Penalty: 5353.808105
	Iteration 13Q: 3 clusters Score -6255952 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -6257283.500000 Penalty: 5353.808105
	Iteration 14Q: 3 clusters Score -6257284 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -6258353.500000 Penalty: 5353.808105
	Iteration 15Q: 3 clusters Score -6258354 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -6259152.500000 Penalty: 5353.808105
	Iteration 16Q: 3 clusters Score -6259152 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -6259785.000000 Penalty: 5353.808105
	Iteration 17Q: 3 clusters Score -6259785 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -6260215.000000 Penalty: 5353.808105
	Iteration 18Q: 3 clusters Score -6260215 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -6260590.500000 Penalty: 5353.808105
	Iteration 19Q: 3 clusters Score -6260590 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -6260844.500000 Penalty: 5353.808105
	Iteration 20F: 3 clusters Score -6260844 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -6261014.000000 Penalty: 5353.808105
	Iteration 21Q: 3 clusters Score -6261014 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -6261117.500000 Penalty: 5353.808105
	Iteration 22Q: 3 clusters Score -6261118 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -6261201.500000 Penalty: 5353.808105
	Iteration 23Q: 3 clusters Score -6261202 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -6261280.000000 Penalty: 5353.808105
	Iteration 24Q: 3 clusters Score -6261280 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -6261360.500000 Penalty: 5353.808105
	Iteration 25Q: 3 clusters Score -6261360 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -6261441.500000 Penalty: 5353.808105
	Iteration 26Q: 3 clusters Score -6261442 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -6261505.000000 Penalty: 5353.808105
	Iteration 27Q: 3 clusters Score -6261505 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -6261547.000000 Penalty: 5353.808105
	Iteration 28Q: 3 clusters Score -6261547 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -6261584.500000 Penalty: 5353.808105
	Iteration 29Q: 3 clusters Score -6261584 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -6261654.000000 Penalty: 5353.808105
	Iteration 30Q: 3 clusters Score -6261654 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -6261698.000000 Penalty: 5353.808105
	Iteration 31Q: 3 clusters Score -6261698 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -6261748.000000 Penalty: 5353.808105
	Iteration 32Q: 3 clusters Score -6261748 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -6261770.000000 Penalty: 5353.808105
	Iteration 33Q: 3 clusters Score -6261770 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -6261773.500000 Penalty: 5353.808105
	Iteration 34Q: 3 clusters Score -6261774 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -6261808.000000 Penalty: 5353.808105
	Iteration 35Q: 3 clusters Score -6261808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -6261806.000000 Penalty: 5353.808105
	Iteration 36Q: 3 clusters Score -6261806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -6261833.500000 Penalty: 5353.808105
	Iteration 37Q: 3 clusters Score -6261834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -6261836.500000 Penalty: 5353.808105
	Iteration 38Q: 3 clusters Score -6261836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -6261836.000000 Penalty: 5353.808105
	Iteration 39Q: 3 clusters Score -6261836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -6261849.500000 Penalty: 5353.808105
	Iteration 40F: 3 clusters Score -6261850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -6261859.500000 Penalty: 5353.808105
	Iteration 41Q: 3 clusters Score -6261860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -6261860.500000 Penalty: 5353.808105
	Iteration 42Q: 3 clusters Score -6261860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -6261865.000000 Penalty: 5353.808105
	Iteration 43Q: 3 clusters Score -6261865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -6261857.000000 Penalty: 5353.808105
	Iteration 44Q: 3 clusters Score -6261857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -6261865.000000 Penalty: 5353.808105
	Iteration 45Q: 3 clusters Score -6261865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -6261863.000000 Penalty: 5353.808105
	Iteration 46Q: 3 clusters Score -6261863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -6261860.000000 Penalty: 5353.808105
	Iteration 47Q: 3 clusters Score -6261860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -6261870.500000 Penalty: 5353.808105
	Iteration 48Q: 3 clusters Score -6261870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -6261862.500000 Penalty: 5353.808105
	Iteration 49Q: 3 clusters Score -6261862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -6261869.000000 Penalty: 5353.808105
	Iteration 50Q: 3 clusters Score -6261869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -6261868.000000 Penalty: 5353.808105
	Iteration 51Q: 3 clusters Score -6261868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -6261868.000000 Penalty: 5353.808105
	Iteration 52F: 3 clusters Score -6261868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -89436.687500 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -89436.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -87624.781250 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -87624.78 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -87933.976562 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -87933.98 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -88053.453125 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -88053.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -88145.750000 Penalty: 3328.419434
	Iteration 3Q: 3 clusters Score -88145.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88219.437500 Penalty: 3328.419434
	Iteration 4Q: 3 clusters Score -88219.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -88261.062500 Penalty: 3328.419434
	Iteration 5Q: 3 clusters Score -88261.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -88281.664062 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -88281.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -88293.125000 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -88293.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -88305.351562 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -88305.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -88310.843750 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -88310.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -88312.617188 Penalty: 3328.419434
	Iteration 10Q: 3 clusters Score -88312.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -88316.992188 Penalty: 3328.419434
	Iteration 11Q: 3 clusters Score -88316.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -88316.992188 Penalty: 3328.419434
	Iteration 12F: 3 clusters Score -88316.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (91638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91638 members 
Entering Unmasked Estep 
Score: -11051651.000000 Penalty: 2833.549072
	Iteration 0F: 2 clusters Score -1.105165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -10990245.000000 Penalty: 5667.098145
	Iteration 0F: 3 clusters Score -1.099024e+07 nChanged 43305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -11015268.000000 Penalty: 5667.098145
	Iteration 1F: 3 clusters Score -1.101527e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -11016554.000000 Penalty: 5667.098145
	Iteration 2Q: 3 clusters Score -1.101655e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -11018049.000000 Penalty: 5667.098145
	Iteration 3Q: 3 clusters Score -1.101805e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -11020240.000000 Penalty: 5667.098145
	Iteration 4Q: 3 clusters Score -1.102024e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -11022850.000000 Penalty: 5667.098145
	Iteration 5F: 3 clusters Score -1.102285e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -11025715.000000 Penalty: 5667.098145
	Iteration 6F: 3 clusters Score -1.102572e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -11029184.000000 Penalty: 5667.098145
	Iteration 7F: 3 clusters Score -1.102918e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -11032997.000000 Penalty: 5667.098145
	Iteration 8F: 3 clusters Score -1.1033e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -11036819.000000 Penalty: 5667.098145
	Iteration 9F: 3 clusters Score -1.103682e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -11039849.000000 Penalty: 5667.098145
	Iteration 10Q: 3 clusters Score -1.103985e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 67550 members 
Entering Unmasked Estep 
Score: -11042068.000000 Penalty: 5667.098145
	Iteration 11Q: 3 clusters Score -1.104207e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 69486 members 
Entering Unmasked Estep 
Score: -11043373.000000 Penalty: 5667.098145
	Iteration 12Q: 3 clusters Score -1.104337e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 71150 members 
Entering Unmasked Estep 
Score: -11044208.000000 Penalty: 5667.098145
	Iteration 13Q: 3 clusters Score -1.104421e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 72609 members 
Entering Unmasked Estep 
Score: -11044913.000000 Penalty: 5667.098145
	Iteration 14Q: 3 clusters Score -1.104491e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 73939 members 
Entering Unmasked Estep 
Score: -11045521.000000 Penalty: 5667.098145
	Iteration 15Q: 3 clusters Score -1.104552e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 75173 members 
Entering Unmasked Estep 
Score: -11046025.000000 Penalty: 5667.098145
	Iteration 16Q: 3 clusters Score -1.104602e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 76356 members 
Entering Unmasked Estep 
Score: -11046483.000000 Penalty: 5667.098145
	Iteration 17Q: 3 clusters Score -1.104648e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 77491 members 
Entering Unmasked Estep 
Score: -11046815.000000 Penalty: 5667.098145
	Iteration 18Q: 3 clusters Score -1.104682e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -11047111.000000 Penalty: 5667.098145
	Iteration 19Q: 3 clusters Score -1.104711e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 79452 members 
Entering Unmasked Estep 
Score: -11047409.000000 Penalty: 5667.098145
	Iteration 20F: 3 clusters Score -1.104741e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -11047667.000000 Penalty: 5667.098145
	Iteration 21Q: 3 clusters Score -1.104767e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 81275 members 
Entering Unmasked Estep 
Score: -11047922.000000 Penalty: 5667.098145
	Iteration 22Q: 3 clusters Score -1.104792e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 82130 members 
Entering Unmasked Estep 
Score: -11048255.000000 Penalty: 5667.098145
	Iteration 23Q: 3 clusters Score -1.104826e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 82916 members 
Entering Unmasked Estep 
Score: -11048439.000000 Penalty: 5667.098145
	Iteration 24Q: 3 clusters Score -1.104844e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 83582 members 
Entering Unmasked Estep 
Score: -11048674.000000 Penalty: 5667.098145
	Iteration 25Q: 3 clusters Score -1.104867e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 84173 members 
Entering Unmasked Estep 
Score: -11048841.000000 Penalty: 5667.098145
	Iteration 26Q: 3 clusters Score -1.104884e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 84729 members 
Entering Unmasked Estep 
Score: -11049010.000000 Penalty: 5667.098145
	Iteration 27Q: 3 clusters Score -1.104901e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 85215 members 
Entering Unmasked Estep 
Score: -11049154.000000 Penalty: 5667.098145
	Iteration 28Q: 3 clusters Score -1.104915e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 85653 members 
Entering Unmasked Estep 
Score: -11049311.000000 Penalty: 5667.098145
	Iteration 29Q: 3 clusters Score -1.104931e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 86024 members 
Entering Unmasked Estep 
Score: -11049412.000000 Penalty: 5667.098145
	Iteration 30Q: 3 clusters Score -1.104941e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 86376 members 
Entering Unmasked Estep 
Score: -11049502.000000 Penalty: 5667.098145
	Iteration 31Q: 3 clusters Score -1.10495e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -11049604.000000 Penalty: 5667.098145
	Iteration 32Q: 3 clusters Score -1.10496e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
Score: -11049680.000000 Penalty: 5667.098145
	Iteration 33Q: 3 clusters Score -1.104968e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 87174 members 
Entering Unmasked Estep 
Score: -11049763.000000 Penalty: 5667.098145
	Iteration 34Q: 3 clusters Score -1.104976e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 87370 members 
Entering Unmasked Estep 
Score: -11049788.000000 Penalty: 5667.098145
	Iteration 35Q: 3 clusters Score -1.104979e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 87551 members 
Entering Unmasked Estep 
Score: -11049847.000000 Penalty: 5667.098145
	Iteration 36Q: 3 clusters Score -1.104985e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 87710 members 
Entering Unmasked Estep 
Score: -11049866.000000 Penalty: 5667.098145
	Iteration 37Q: 3 clusters Score -1.104987e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 87830 members 
Entering Unmasked Estep 
Score: -11049886.000000 Penalty: 5667.098145
	Iteration 38Q: 3 clusters Score -1.104989e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 87932 members 
Entering Unmasked Estep 
Score: -11049902.000000 Penalty: 5667.098145
	Iteration 39Q: 3 clusters Score -1.10499e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 88011 members 
Entering Unmasked Estep 
Score: -11049922.000000 Penalty: 5667.098145
	Iteration 40F: 3 clusters Score -1.104992e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 88084 members 
Entering Unmasked Estep 
Score: -11049941.000000 Penalty: 5667.098145
	Iteration 41Q: 3 clusters Score -1.104994e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 88156 members 
Entering Unmasked Estep 
Score: -11049960.000000 Penalty: 5667.098145
	Iteration 42Q: 3 clusters Score -1.104996e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 88215 members 
Entering Unmasked Estep 
Score: -11049954.000000 Penalty: 5667.098145
	Iteration 43Q: 3 clusters Score -1.104995e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 88260 members 
Entering Unmasked Estep 
Score: -11049951.000000 Penalty: 5667.098145
	Iteration 44Q: 3 clusters Score -1.104995e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -11049958.000000 Penalty: 5667.098145
	Iteration 45Q: 3 clusters Score -1.104996e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 88351 members 
Entering Unmasked Estep 
Score: -11049980.000000 Penalty: 5667.098145
	Iteration 46Q: 3 clusters Score -1.104998e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 88391 members 
Entering Unmasked Estep 
Score: -11049998.000000 Penalty: 5667.098145
	Iteration 47Q: 3 clusters Score -1.105e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 88425 members 
Entering Unmasked Estep 
Score: -11050011.000000 Penalty: 5667.098145
	Iteration 48Q: 3 clusters Score -1.105001e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 88458 members 
Entering Unmasked Estep 
Score: -11049995.000000 Penalty: 5667.098145
	Iteration 49Q: 3 clusters Score -1.105e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 88491 members 
Entering Unmasked Estep 
Score: -11049977.000000 Penalty: 5667.098145
	Iteration 50Q: 3 clusters Score -1.104998e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 88520 members 
Entering Unmasked Estep 
Score: -11049996.000000 Penalty: 5667.098145
	Iteration 51Q: 3 clusters Score -1.105e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 88543 members 
Entering Unmasked Estep 
Score: -11050001.000000 Penalty: 5667.098145
	Iteration 52Q: 3 clusters Score -1.105e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 88561 members 
Entering Unmasked Estep 
Score: -11050007.000000 Penalty: 5667.098145
	Iteration 53Q: 3 clusters Score -1.105001e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 88571 members 
Entering Unmasked Estep 
Score: -11050012.000000 Penalty: 5667.098145
	Iteration 54Q: 3 clusters Score -1.105001e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 88588 members 
Entering Unmasked Estep 
Score: -11050000.000000 Penalty: 5667.098145
	Iteration 55Q: 3 clusters Score -1.105e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 88608 members 
Entering Unmasked Estep 
Score: -11050005.000000 Penalty: 5667.098145
	Iteration 56Q: 3 clusters Score -1.105e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 88630 members 
Entering Unmasked Estep 
Score: -11050007.000000 Penalty: 5667.098145
	Iteration 57Q: 3 clusters Score -1.105001e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -11050015.000000 Penalty: 5667.098145
	Iteration 58Q: 3 clusters Score -1.105002e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 88661 members 
Entering Unmasked Estep 
Score: -11050002.000000 Penalty: 5667.098145
	Iteration 59Q: 3 clusters Score -1.105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 88658 members 
Entering Unmasked Estep 
Score: -11050020.000000 Penalty: 5667.098145
	Iteration 60F: 3 clusters Score -1.105002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 88664 members 
Entering Unmasked Estep 
Score: -11050018.000000 Penalty: 5667.098145
	Iteration 61Q: 3 clusters Score -1.105002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 88669 members 
Entering Unmasked Estep 
Score: -11050019.000000 Penalty: 5667.098145
	Iteration 62Q: 3 clusters Score -1.105002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 88674 members 
Entering Unmasked Estep 
Score: -11050019.000000 Penalty: 5667.098145
	Iteration 63Q: 3 clusters Score -1.105002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 88685 members 
Entering Unmasked Estep 
Score: -11050028.000000 Penalty: 5667.098145
	Iteration 64Q: 3 clusters Score -1.105003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 88697 members 
Entering Unmasked Estep 
Score: -11050037.000000 Penalty: 5667.098145
	Iteration 65Q: 3 clusters Score -1.105004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 88709 members 
Entering Unmasked Estep 
Score: -11050041.000000 Penalty: 5667.098145
	Iteration 66Q: 3 clusters Score -1.105004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 88713 members 
Entering Unmasked Estep 
Score: -11050057.000000 Penalty: 5667.098145
	Iteration 67Q: 3 clusters Score -1.105006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 88716 members 
Entering Unmasked Estep 
Score: -11050055.000000 Penalty: 5667.098145
	Iteration 68Q: 3 clusters Score -1.105006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 88722 members 
Entering Unmasked Estep 
Score: -11050047.000000 Penalty: 5667.098145
	Iteration 69Q: 3 clusters Score -1.105005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 88726 members 
Entering Unmasked Estep 
Score: -11050041.000000 Penalty: 5667.098145
	Iteration 70Q: 3 clusters Score -1.105004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 88732 members 
Entering Unmasked Estep 
Score: -11050045.000000 Penalty: 5667.098145
	Iteration 71Q: 3 clusters Score -1.105004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 88737 members 
Entering Unmasked Estep 
Score: -11050051.000000 Penalty: 5667.098145
	Iteration 72Q: 3 clusters Score -1.105005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -11050050.000000 Penalty: 5667.098145
	Iteration 73Q: 3 clusters Score -1.105005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 88745 members 
Entering Unmasked Estep 
Score: -11050058.000000 Penalty: 5667.098145
	Iteration 74Q: 3 clusters Score -1.105006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 88748 members 
Entering Unmasked Estep 
Score: -11050062.000000 Penalty: 5667.098145
	Iteration 75Q: 3 clusters Score -1.105006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 88750 members 
Entering Unmasked Estep 
Score: -11050058.000000 Penalty: 5667.098145
	Iteration 76Q: 3 clusters Score -1.105006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 88754 members 
Entering Unmasked Estep 
Score: -11050060.000000 Penalty: 5667.098145
	Iteration 77Q: 3 clusters Score -1.105006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 88756 members 
Entering Unmasked Estep 
Score: -11050070.000000 Penalty: 5667.098145
	Iteration 78Q: 3 clusters Score -1.105007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 88757 members 
Entering Unmasked Estep 
Score: -11050063.000000 Penalty: 5667.098145
	Iteration 79Q: 3 clusters Score -1.105006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 88757 members 
Entering Unmasked Estep 
Score: -11050063.000000 Penalty: 5667.098145
	Iteration 80F: 3 clusters Score -1.105006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Entering Unmasked Estep 
Score: -677589.062500 Penalty: 2132.449951
	Iteration 0F: 2 clusters Score -677589.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -672824.562500 Penalty: 4264.899902
	Iteration 0F: 3 clusters Score -672824.6 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -673999.687500 Penalty: 4264.899902
	Iteration 1F: 3 clusters Score -673999.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -674339.562500 Penalty: 4264.899902
	Iteration 2F: 3 clusters Score -674339.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -674608.687500 Penalty: 4264.899902
	Iteration 3F: 3 clusters Score -674608.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -674844.500000 Penalty: 4264.899902
	Iteration 4F: 3 clusters Score -674844.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -675072.375000 Penalty: 4264.899902
	Iteration 5F: 3 clusters Score -675072.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -675302.312500 Penalty: 4264.899902
	Iteration 6F: 3 clusters Score -675302.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -675552.375000 Penalty: 4264.899902
	Iteration 7F: 3 clusters Score -675552.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -675758.250000 Penalty: 4264.899902
	Iteration 8Q: 3 clusters Score -675758.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -675885.937500 Penalty: 4264.899902
	Iteration 9Q: 3 clusters Score -675885.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -675983.312500 Penalty: 4264.899902
	Iteration 10Q: 3 clusters Score -675983.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -676043.125000 Penalty: 4264.899902
	Iteration 11Q: 3 clusters Score -676043.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -676087.937500 Penalty: 4264.899902
	Iteration 12Q: 3 clusters Score -676087.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -676116.625000 Penalty: 4264.899902
	Iteration 13Q: 3 clusters Score -676116.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -676138.562500 Penalty: 4264.899902
	Iteration 14Q: 3 clusters Score -676138.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -676149.625000 Penalty: 4264.899902
	Iteration 15Q: 3 clusters Score -676149.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -676157.937500 Penalty: 4264.899902
	Iteration 16Q: 3 clusters Score -676157.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -676165.375000 Penalty: 4264.899902
	Iteration 17Q: 3 clusters Score -676165.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -676173.875000 Penalty: 4264.899902
	Iteration 18Q: 3 clusters Score -676173.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -676176.687500 Penalty: 4264.899902
	Iteration 19Q: 3 clusters Score -676176.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -676181.062500 Penalty: 4264.899902
	Iteration 20F: 3 clusters Score -676181.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -676182.562500 Penalty: 4264.899902
	Iteration 21Q: 3 clusters Score -676182.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -676186.000000 Penalty: 4264.899902
	Iteration 22Q: 3 clusters Score -676186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -676187.062500 Penalty: 4264.899902
	Iteration 23Q: 3 clusters Score -676187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -676186.687500 Penalty: 4264.899902
	Iteration 24Q: 3 clusters Score -676186.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -676187.812500 Penalty: 4264.899902
	Iteration 25Q: 3 clusters Score -676187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -676188.875000 Penalty: 4264.899902
	Iteration 26Q: 3 clusters Score -676188.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -676188.875000 Penalty: 4264.899902
	Iteration 27Q: 3 clusters Score -676188.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -676188.875000 Penalty: 4264.899902
	Iteration 28F: 3 clusters Score -676188.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Entering Unmasked Estep 
Score: -2490006.000000 Penalty: 2448.600586
	Iteration 0F: 2 clusters Score -2490006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2476416.500000 Penalty: 4897.201172
	Iteration 0F: 3 clusters Score -2476416 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2480922.250000 Penalty: 4897.201172
	Iteration 1F: 3 clusters Score -2480922 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2481354.500000 Penalty: 4897.201172
	Iteration 2F: 3 clusters Score -2481354 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2481724.250000 Penalty: 4897.201172
	Iteration 3Q: 3 clusters Score -2481724 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2482029.750000 Penalty: 4897.201172
	Iteration 4Q: 3 clusters Score -2482030 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2482286.000000 Penalty: 4897.201172
	Iteration 5Q: 3 clusters Score -2482286 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2482504.750000 Penalty: 4897.201172
	Iteration 6Q: 3 clusters Score -2482505 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2482758.000000 Penalty: 4897.201172
	Iteration 7Q: 3 clusters Score -2482758 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2483042.500000 Penalty: 4897.201172
	Iteration 8Q: 3 clusters Score -2483042 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2483338.750000 Penalty: 4897.201172
	Iteration 9Q: 3 clusters Score -2483339 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2483710.250000 Penalty: 4897.201172
	Iteration 10Q: 3 clusters Score -2483710 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2484200.000000 Penalty: 4897.201172
	Iteration 11Q: 3 clusters Score -2484200 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2484703.750000 Penalty: 4897.201172
	Iteration 12Q: 3 clusters Score -2484704 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2485217.750000 Penalty: 4897.201172
	Iteration 13Q: 3 clusters Score -2485218 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2485713.250000 Penalty: 4897.201172
	Iteration 14Q: 3 clusters Score -2485713 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2486201.750000 Penalty: 4897.201172
	Iteration 15Q: 3 clusters Score -2486202 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2486648.500000 Penalty: 4897.201172
	Iteration 16Q: 3 clusters Score -2486648 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2487006.250000 Penalty: 4897.201172
	Iteration 17Q: 3 clusters Score -2487006 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2487284.250000 Penalty: 4897.201172
	Iteration 18Q: 3 clusters Score -2487284 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2487479.250000 Penalty: 4897.201172
	Iteration 19Q: 3 clusters Score -2487479 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2487646.500000 Penalty: 4897.201172
	Iteration 20F: 3 clusters Score -2487646 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2487750.250000 Penalty: 4897.201172
	Iteration 21Q: 3 clusters Score -2487750 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2487852.250000 Penalty: 4897.201172
	Iteration 22Q: 3 clusters Score -2487852 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2487899.000000 Penalty: 4897.201172
	Iteration 23Q: 3 clusters Score -2487899 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2487934.750000 Penalty: 4897.201172
	Iteration 24Q: 3 clusters Score -2487935 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2487957.500000 Penalty: 4897.201172
	Iteration 25Q: 3 clusters Score -2487958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2487980.250000 Penalty: 4897.201172
	Iteration 26Q: 3 clusters Score -2487980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2487992.500000 Penalty: 4897.201172
	Iteration 27Q: 3 clusters Score -2487992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2487996.000000 Penalty: 4897.201172
	Iteration 28Q: 3 clusters Score -2487996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2488006.000000 Penalty: 4897.201172
	Iteration 29Q: 3 clusters Score -2488006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2488011.750000 Penalty: 4897.201172
	Iteration 30Q: 3 clusters Score -2488012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2488014.250000 Penalty: 4897.201172
	Iteration 31Q: 3 clusters Score -2488014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2488016.000000 Penalty: 4897.201172
	Iteration 32Q: 3 clusters Score -2488016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2488019.250000 Penalty: 4897.201172
	Iteration 33Q: 3 clusters Score -2488019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2488023.000000 Penalty: 4897.201172
	Iteration 34Q: 3 clusters Score -2488023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2488030.500000 Penalty: 4897.201172
	Iteration 35Q: 3 clusters Score -2488030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2488027.250000 Penalty: 4897.201172
	Iteration 36Q: 3 clusters Score -2488027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2488036.000000 Penalty: 4897.201172
	Iteration 37Q: 3 clusters Score -2488036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2488034.250000 Penalty: 4897.201172
	Iteration 38Q: 3 clusters Score -2488034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2488037.250000 Penalty: 4897.201172
	Iteration 39Q: 3 clusters Score -2488037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2488036.750000 Penalty: 4897.201172
	Iteration 40F: 3 clusters Score -2488037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2488037.750000 Penalty: 4897.201172
	Iteration 41Q: 3 clusters Score -2488038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2488036.750000 Penalty: 4897.201172
	Iteration 42Q: 3 clusters Score -2488037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2488037.500000 Penalty: 4897.201172
	Iteration 43Q: 3 clusters Score -2488038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2488036.500000 Penalty: 4897.201172
	Iteration 44Q: 3 clusters Score -2488036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2488039.750000 Penalty: 4897.201172
	Iteration 45Q: 3 clusters Score -2488040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2488042.250000 Penalty: 4897.201172
	Iteration 46Q: 3 clusters Score -2488042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2488045.000000 Penalty: 4897.201172
	Iteration 47Q: 3 clusters Score -2488045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2488045.000000 Penalty: 4897.201172
	Iteration 48F: 3 clusters Score -2488045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Entering Unmasked Estep 
Score: -2693736.500000 Penalty: 2464.296875
	Iteration 0F: 2 clusters Score -2693736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2679252.750000 Penalty: 4928.593750
	Iteration 0F: 3 clusters Score -2679253 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2684145.250000 Penalty: 4928.593750
	Iteration 1F: 3 clusters Score -2684145 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2684577.750000 Penalty: 4928.593750
	Iteration 2F: 3 clusters Score -2684578 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2684969.250000 Penalty: 4928.593750
	Iteration 3Q: 3 clusters Score -2684969 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2685334.750000 Penalty: 4928.593750
	Iteration 4Q: 3 clusters Score -2685335 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2685723.500000 Penalty: 4928.593750
	Iteration 5Q: 3 clusters Score -2685724 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2686157.750000 Penalty: 4928.593750
	Iteration 6Q: 3 clusters Score -2686158 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2686739.000000 Penalty: 4928.593750
	Iteration 7Q: 3 clusters Score -2686739 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2687535.750000 Penalty: 4928.593750
	Iteration 8F: 3 clusters Score -2687536 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2688563.250000 Penalty: 4928.593750
	Iteration 9F: 3 clusters Score -2688563 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2689650.500000 Penalty: 4928.593750
	Iteration 10F: 3 clusters Score -2689650 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2690546.250000 Penalty: 4928.593750
	Iteration 11Q: 3 clusters Score -2690546 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2691159.750000 Penalty: 4928.593750
	Iteration 12Q: 3 clusters Score -2691160 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2691603.250000 Penalty: 4928.593750
	Iteration 13Q: 3 clusters Score -2691603 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2691927.500000 Penalty: 4928.593750
	Iteration 14Q: 3 clusters Score -2691928 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2692107.000000 Penalty: 4928.593750
	Iteration 15Q: 3 clusters Score -2692107 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2692221.250000 Penalty: 4928.593750
	Iteration 16Q: 3 clusters Score -2692221 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2692304.750000 Penalty: 4928.593750
	Iteration 17Q: 3 clusters Score -2692305 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2692347.500000 Penalty: 4928.593750
	Iteration 18Q: 3 clusters Score -2692348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2692371.500000 Penalty: 4928.593750
	Iteration 19Q: 3 clusters Score -2692372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2692592.000000 Penalty: 4928.593750
	Iteration 20F: 3 clusters Score -2692592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2692709.750000 Penalty: 4928.593750
	Iteration 21Q: 3 clusters Score -2692710 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2692770.500000 Penalty: 4928.593750
	Iteration 22Q: 3 clusters Score -2692770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2692800.750000 Penalty: 4928.593750
	Iteration 23Q: 3 clusters Score -2692801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2692825.250000 Penalty: 4928.593750
	Iteration 24Q: 3 clusters Score -2692825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2692831.500000 Penalty: 4928.593750
	Iteration 25Q: 3 clusters Score -2692832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2692843.000000 Penalty: 4928.593750
	Iteration 26Q: 3 clusters Score -2692843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2692845.250000 Penalty: 4928.593750
	Iteration 27Q: 3 clusters Score -2692845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2692850.500000 Penalty: 4928.593750
	Iteration 28Q: 3 clusters Score -2692850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2692848.250000 Penalty: 4928.593750
	Iteration 29Q: 3 clusters Score -2692848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2692848.750000 Penalty: 4928.593750
	Iteration 30Q: 3 clusters Score -2692849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2692851.500000 Penalty: 4928.593750
	Iteration 31Q: 3 clusters Score -2692852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2692852.500000 Penalty: 4928.593750
	Iteration 32Q: 3 clusters Score -2692852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2692851.250000 Penalty: 4928.593750
	Iteration 33Q: 3 clusters Score -2692851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2692859.500000 Penalty: 4928.593750
	Iteration 34F: 3 clusters Score -2692860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2692867.250000 Penalty: 4928.593750
	Iteration 35Q: 3 clusters Score -2692867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2692868.000000 Penalty: 4928.593750
	Iteration 36Q: 3 clusters Score -2692868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2692870.750000 Penalty: 4928.593750
	Iteration 37Q: 3 clusters Score -2692871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2692868.750000 Penalty: 4928.593750
	Iteration 38Q: 3 clusters Score -2692869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2692872.250000 Penalty: 4928.593750
	Iteration 39Q: 3 clusters Score -2692872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2692874.750000 Penalty: 4928.593750
	Iteration 40F: 3 clusters Score -2692875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2692872.750000 Penalty: 4928.593750
	Iteration 41Q: 3 clusters Score -2692873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2692872.750000 Penalty: 4928.593750
	Iteration 42Q: 3 clusters Score -2692873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2692872.750000 Penalty: 4928.593750
	Iteration 43F: 3 clusters Score -2692873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (170690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170690 members 
Entering Unmasked Estep 
Score: -22117358.000000 Penalty: 2987.805908
	Iteration 0F: 2 clusters Score -2.211736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85421 members 
Mstep: Class 2 contains 85269 members 
Entering Unmasked Estep 
Score: -22008362.000000 Penalty: 5975.611816
	Iteration 0F: 3 clusters Score -2.200836e+07 nChanged 81940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 83827 members 
Entering Unmasked Estep 
Score: -22056128.000000 Penalty: 5975.611816
	Iteration 1F: 3 clusters Score -2.205613e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88586 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
Score: -22057314.000000 Penalty: 5975.611816
	Iteration 2Q: 3 clusters Score -2.205731e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -22059088.000000 Penalty: 5975.611816
	Iteration 3Q: 3 clusters Score -2.205909e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95409 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -22061552.000000 Penalty: 5975.611816
	Iteration 4Q: 3 clusters Score -2.206155e+07 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101426 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -22065440.000000 Penalty: 5975.611816
	Iteration 5F: 3 clusters Score -2.206544e+07 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109391 members 
Mstep: Class 2 contains 61299 members 
Entering Unmasked Estep 
Score: -22070738.000000 Penalty: 5975.611816
	Iteration 6F: 3 clusters Score -2.207074e+07 nChanged 11685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119210 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -22077676.000000 Penalty: 5975.611816
	Iteration 7F: 3 clusters Score -2.207768e+07 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129943 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -22085542.000000 Penalty: 5975.611816
	Iteration 8F: 3 clusters Score -2.208554e+07 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140535 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -22093486.000000 Penalty: 5975.611816
	Iteration 9F: 3 clusters Score -2.209349e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149969 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -22100560.000000 Penalty: 5975.611816
	Iteration 10F: 3 clusters Score -2.210056e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157885 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -22106908.000000 Penalty: 5975.611816
	Iteration 11Q: 3 clusters Score -2.210691e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163864 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -22110998.000000 Penalty: 5975.611816
	Iteration 12Q: 3 clusters Score -2.2111e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167339 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -22113016.000000 Penalty: 5975.611816
	Iteration 13Q: 3 clusters Score -2.211302e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169028 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -22113934.000000 Penalty: 5975.611816
	Iteration 14Q: 3 clusters Score -2.211393e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169716 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -22114346.000000 Penalty: 5975.611816
	Iteration 15Q: 3 clusters Score -2.211435e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170002 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -22114534.000000 Penalty: 5975.611816
	Iteration 16Q: 3 clusters Score -2.211453e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170130 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -22114678.000000 Penalty: 5975.611816
	Iteration 17Q: 3 clusters Score -2.211468e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170192 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -22114706.000000 Penalty: 5975.611816
	Iteration 18Q: 3 clusters Score -2.211471e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170230 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -22114726.000000 Penalty: 5975.611816
	Iteration 19Q: 3 clusters Score -2.211473e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170249 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -22114760.000000 Penalty: 5975.611816
	Iteration 20F: 3 clusters Score -2.211476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170255 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -22114756.000000 Penalty: 5975.611816
	Iteration 21Q: 3 clusters Score -2.211476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170265 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -22114778.000000 Penalty: 5975.611816
	Iteration 22Q: 3 clusters Score -2.211478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170276 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -22114804.000000 Penalty: 5975.611816
	Iteration 23Q: 3 clusters Score -2.21148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170281 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -22114802.000000 Penalty: 5975.611816
	Iteration 24Q: 3 clusters Score -2.21148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170282 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -22114804.000000 Penalty: 5975.611816
	Iteration 25Q: 3 clusters Score -2.21148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170284 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -22114800.000000 Penalty: 5975.611816
	Iteration 26Q: 3 clusters Score -2.21148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170289 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -22114802.000000 Penalty: 5975.611816
	Iteration 27Q: 3 clusters Score -2.21148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170292 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -22114824.000000 Penalty: 5975.611816
	Iteration 28Q: 3 clusters Score -2.211482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170293 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -22114824.000000 Penalty: 5975.611816
	Iteration 29Q: 3 clusters Score -2.211482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170295 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -22114814.000000 Penalty: 5975.611816
	Iteration 30Q: 3 clusters Score -2.211481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170297 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -22114832.000000 Penalty: 5975.611816
	Iteration 31Q: 3 clusters Score -2.211483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170298 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22114822.000000 Penalty: 5975.611816
	Iteration 32Q: 3 clusters Score -2.211482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170300 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -22114824.000000 Penalty: 5975.611816
	Iteration 33Q: 3 clusters Score -2.211482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170301 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22114830.000000 Penalty: 5975.611816
	Iteration 34Q: 3 clusters Score -2.211483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170302 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -22114848.000000 Penalty: 5975.611816
	Iteration 35Q: 3 clusters Score -2.211485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170301 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22114838.000000 Penalty: 5975.611816
	Iteration 36Q: 3 clusters Score -2.211484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170301 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22114838.000000 Penalty: 5975.611816
	Iteration 37F: 3 clusters Score -2.211484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -56447.343750 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -56447.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55017.839844 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -55017.84 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55197.820312 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -55197.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55250.339844 Penalty: 3069.378906
	Iteration 2Q: 3 clusters Score -55250.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55315.921875 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -55315.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55344.488281 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -55344.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55369.582031 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -55369.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55374.621094 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -55374.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55380.734375 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -55380.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55381.367188 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -55381.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55381.367188 Penalty: 3069.378906
	Iteration 9F: 3 clusters Score -55381.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -48460.484375 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -48460.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47015.441406 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -47015.44 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47225.429688 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -47225.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -47350.492188 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -47350.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47462.414062 Penalty: 3074.445312
	Iteration 3F: 3 clusters Score -47462.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47549.015625 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -47549.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -47594.937500 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -47594.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -47677.425781 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -47677.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47805.261719 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -47805.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -47963.453125 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -47963.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -48341.781250 Penalty: 3074.445312
	Iteration 9F: 3 clusters Score -48341.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -48815.449219 Penalty: 3074.445312
	Iteration 10F: 3 clusters Score -48815.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -49099.015625 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -49099.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -49180.132812 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -49180.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -49212.054688 Penalty: 3074.445312
	Iteration 13Q: 3 clusters Score -49212.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -49269.609375 Penalty: 3074.445312
	Iteration 14Q: 3 clusters Score -49269.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -49294.589844 Penalty: 3074.445312
	Iteration 15Q: 3 clusters Score -49294.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -49307.683594 Penalty: 3074.445312
	Iteration 16Q: 3 clusters Score -49307.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -49330.621094 Penalty: 3074.445312
	Iteration 17Q: 3 clusters Score -49330.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -49346.976562 Penalty: 3074.445312
	Iteration 18Q: 3 clusters Score -49346.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -49361.863281 Penalty: 3074.445312
	Iteration 19Q: 3 clusters Score -49361.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -49361.863281 Penalty: 3074.445312
	Iteration 20F: 3 clusters Score -49361.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104597 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14640 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30234 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48726 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91638 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170690 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 121 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4454 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Mstep: Class 42 contains 371 members 
Entering Unmasked Estep 
Score: -150949920.000000 Penalty: 145916.250000
Splitting cluster 33 changes total score from -150950992.000000 to -150949920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (18496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Entering Unmasked Estep 
Score: -2388088.000000 Penalty: 2436.676758
	Iteration 0F: 2 clusters Score -2388088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2374945.250000 Penalty: 4873.353516
	Iteration 0F: 3 clusters Score -2374945 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2379430.500000 Penalty: 4873.353516
	Iteration 1F: 3 clusters Score -2379430 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2380120.750000 Penalty: 4873.353516
	Iteration 2F: 3 clusters Score -2380121 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2381038.500000 Penalty: 4873.353516
	Iteration 3F: 3 clusters Score -2381038 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2382293.000000 Penalty: 4873.353516
	Iteration 4F: 3 clusters Score -2382293 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2383752.000000 Penalty: 4873.353516
	Iteration 5F: 3 clusters Score -2383752 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2384955.000000 Penalty: 4873.353516
	Iteration 6F: 3 clusters Score -2384955 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2385689.250000 Penalty: 4873.353516
	Iteration 7F: 3 clusters Score -2385689 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2386104.000000 Penalty: 4873.353516
	Iteration 8Q: 3 clusters Score -2386104 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2386401.250000 Penalty: 4873.353516
	Iteration 9Q: 3 clusters Score -2386401 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2386620.500000 Penalty: 4873.353516
	Iteration 10Q: 3 clusters Score -2386620 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2386816.750000 Penalty: 4873.353516
	Iteration 11Q: 3 clusters Score -2386817 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2386955.500000 Penalty: 4873.353516
	Iteration 12Q: 3 clusters Score -2386956 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2387065.500000 Penalty: 4873.353516
	Iteration 13Q: 3 clusters Score -2387066 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2387149.250000 Penalty: 4873.353516
	Iteration 14Q: 3 clusters Score -2387149 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2387204.250000 Penalty: 4873.353516
	Iteration 15Q: 3 clusters Score -2387204 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2387250.000000 Penalty: 4873.353516
	Iteration 16Q: 3 clusters Score -2387250 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2387289.500000 Penalty: 4873.353516
	Iteration 17Q: 3 clusters Score -2387290 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2387329.000000 Penalty: 4873.353516
	Iteration 18Q: 3 clusters Score -2387329 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2387370.500000 Penalty: 4873.353516
	Iteration 19Q: 3 clusters Score -2387370 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2387412.000000 Penalty: 4873.353516
	Iteration 20F: 3 clusters Score -2387412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2387436.250000 Penalty: 4873.353516
	Iteration 21Q: 3 clusters Score -2387436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2387461.250000 Penalty: 4873.353516
	Iteration 22Q: 3 clusters Score -2387461 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2387482.500000 Penalty: 4873.353516
	Iteration 23Q: 3 clusters Score -2387482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2387495.750000 Penalty: 4873.353516
	Iteration 24Q: 3 clusters Score -2387496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2387514.250000 Penalty: 4873.353516
	Iteration 25Q: 3 clusters Score -2387514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2387523.750000 Penalty: 4873.353516
	Iteration 26Q: 3 clusters Score -2387524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2387528.000000 Penalty: 4873.353516
	Iteration 27Q: 3 clusters Score -2387528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2387540.250000 Penalty: 4873.353516
	Iteration 28Q: 3 clusters Score -2387540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2387538.500000 Penalty: 4873.353516
	Iteration 29Q: 3 clusters Score -2387538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2387537.250000 Penalty: 4873.353516
	Iteration 30Q: 3 clusters Score -2387537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2387537.750000 Penalty: 4873.353516
	Iteration 31Q: 3 clusters Score -2387538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2387537.250000 Penalty: 4873.353516
	Iteration 32Q: 3 clusters Score -2387537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2387541.000000 Penalty: 4873.353516
	Iteration 33Q: 3 clusters Score -2387541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2387542.750000 Penalty: 4873.353516
	Iteration 34Q: 3 clusters Score -2387543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2387545.250000 Penalty: 4873.353516
	Iteration 35Q: 3 clusters Score -2387545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2387545.250000 Penalty: 4873.353516
	Iteration 36Q: 3 clusters Score -2387545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2387550.500000 Penalty: 4873.353516
	Iteration 37Q: 3 clusters Score -2387550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2387549.750000 Penalty: 4873.353516
	Iteration 38Q: 3 clusters Score -2387550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2387549.750000 Penalty: 4873.353516
	Iteration 39F: 3 clusters Score -2387550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Entering Unmasked Estep 
Score: -1126546.500000 Penalty: 2249.684326
	Iteration 0F: 2 clusters Score -1126546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1119704.500000 Penalty: 4499.368652
	Iteration 0F: 3 clusters Score -1119704 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1121651.875000 Penalty: 4499.368652
	Iteration 1F: 3 clusters Score -1121652 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1121988.125000 Penalty: 4499.368652
	Iteration 2F: 3 clusters Score -1121988 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1122313.000000 Penalty: 4499.368652
	Iteration 3F: 3 clusters Score -1122313 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1122652.500000 Penalty: 4499.368652
	Iteration 4F: 3 clusters Score -1122652 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1122990.250000 Penalty: 4499.368652
	Iteration 5F: 3 clusters Score -1122990 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1123331.500000 Penalty: 4499.368652
	Iteration 6F: 3 clusters Score -1123332 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1123617.625000 Penalty: 4499.368652
	Iteration 7Q: 3 clusters Score -1123618 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1123834.125000 Penalty: 4499.368652
	Iteration 8Q: 3 clusters Score -1123834 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1123985.625000 Penalty: 4499.368652
	Iteration 9Q: 3 clusters Score -1123986 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1124088.625000 Penalty: 4499.368652
	Iteration 10Q: 3 clusters Score -1124089 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1124180.875000 Penalty: 4499.368652
	Iteration 11Q: 3 clusters Score -1124181 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1124245.500000 Penalty: 4499.368652
	Iteration 12Q: 3 clusters Score -1124246 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1124292.875000 Penalty: 4499.368652
	Iteration 13Q: 3 clusters Score -1124293 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1124322.625000 Penalty: 4499.368652
	Iteration 14Q: 3 clusters Score -1124323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1124343.625000 Penalty: 4499.368652
	Iteration 15Q: 3 clusters Score -1124344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1124362.000000 Penalty: 4499.368652
	Iteration 16Q: 3 clusters Score -1124362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1124380.750000 Penalty: 4499.368652
	Iteration 17Q: 3 clusters Score -1124381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1124390.875000 Penalty: 4499.368652
	Iteration 18Q: 3 clusters Score -1124391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1124399.250000 Penalty: 4499.368652
	Iteration 19Q: 3 clusters Score -1124399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1124412.750000 Penalty: 4499.368652
	Iteration 20F: 3 clusters Score -1124413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1124432.000000 Penalty: 4499.368652
	Iteration 21Q: 3 clusters Score -1124432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1124448.500000 Penalty: 4499.368652
	Iteration 22Q: 3 clusters Score -1124448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1124463.500000 Penalty: 4499.368652
	Iteration 23Q: 3 clusters Score -1124464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1124475.750000 Penalty: 4499.368652
	Iteration 24Q: 3 clusters Score -1124476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1124488.875000 Penalty: 4499.368652
	Iteration 25Q: 3 clusters Score -1124489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1124500.250000 Penalty: 4499.368652
	Iteration 26Q: 3 clusters Score -1124500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1124508.375000 Penalty: 4499.368652
	Iteration 27Q: 3 clusters Score -1124508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1124516.375000 Penalty: 4499.368652
	Iteration 28Q: 3 clusters Score -1124516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1124526.625000 Penalty: 4499.368652
	Iteration 29Q: 3 clusters Score -1124527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1124544.625000 Penalty: 4499.368652
	Iteration 30Q: 3 clusters Score -1124545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1124556.750000 Penalty: 4499.368652
	Iteration 31Q: 3 clusters Score -1124557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1124564.000000 Penalty: 4499.368652
	Iteration 32Q: 3 clusters Score -1124564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1124573.125000 Penalty: 4499.368652
	Iteration 33Q: 3 clusters Score -1124573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1124583.500000 Penalty: 4499.368652
	Iteration 34Q: 3 clusters Score -1124584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1124592.125000 Penalty: 4499.368652
	Iteration 35Q: 3 clusters Score -1124592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1124597.750000 Penalty: 4499.368652
	Iteration 36Q: 3 clusters Score -1124598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1124597.750000 Penalty: 4499.368652
	Iteration 37Q: 3 clusters Score -1124598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1124600.375000 Penalty: 4499.368652
	Iteration 38Q: 3 clusters Score -1124600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1124601.625000 Penalty: 4499.368652
	Iteration 39Q: 3 clusters Score -1124602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1124602.750000 Penalty: 4499.368652
	Iteration 40F: 3 clusters Score -1124603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1124603.625000 Penalty: 4499.368652
	Iteration 41Q: 3 clusters Score -1124604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1124604.625000 Penalty: 4499.368652
	Iteration 42Q: 3 clusters Score -1124605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1124607.000000 Penalty: 4499.368652
	Iteration 43Q: 3 clusters Score -1124607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1124606.500000 Penalty: 4499.368652
	Iteration 44Q: 3 clusters Score -1124606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1124606.750000 Penalty: 4499.368652
	Iteration 45Q: 3 clusters Score -1124607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1124607.625000 Penalty: 4499.368652
	Iteration 46Q: 3 clusters Score -1124608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1124609.500000 Penalty: 4499.368652
	Iteration 47Q: 3 clusters Score -1124610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1124611.375000 Penalty: 4499.368652
	Iteration 48Q: 3 clusters Score -1124611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1124609.750000 Penalty: 4499.368652
	Iteration 49Q: 3 clusters Score -1124610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1124611.375000 Penalty: 4499.368652
	Iteration 50Q: 3 clusters Score -1124611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1124611.375000 Penalty: 4499.368652
	Iteration 51F: 3 clusters Score -1124611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Entering Unmasked Estep 
Score: -1134035.625000 Penalty: 2261.292725
	Iteration 0F: 2 clusters Score -1134036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1126993.000000 Penalty: 4522.585449
	Iteration 0F: 3 clusters Score -1126993 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1129000.750000 Penalty: 4522.585449
	Iteration 1F: 3 clusters Score -1129001 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1129337.125000 Penalty: 4522.585449
	Iteration 2F: 3 clusters Score -1129337 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1129611.750000 Penalty: 4522.585449
	Iteration 3F: 3 clusters Score -1129612 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1129884.250000 Penalty: 4522.585449
	Iteration 4F: 3 clusters Score -1129884 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1130170.250000 Penalty: 4522.585449
	Iteration 5F: 3 clusters Score -1130170 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1130443.000000 Penalty: 4522.585449
	Iteration 6F: 3 clusters Score -1130443 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1130715.500000 Penalty: 4522.585449
	Iteration 7Q: 3 clusters Score -1130716 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1131018.250000 Penalty: 4522.585449
	Iteration 8Q: 3 clusters Score -1131018 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1131287.500000 Penalty: 4522.585449
	Iteration 9Q: 3 clusters Score -1131288 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1131484.875000 Penalty: 4522.585449
	Iteration 10Q: 3 clusters Score -1131485 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1131607.500000 Penalty: 4522.585449
	Iteration 11Q: 3 clusters Score -1131608 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1131707.125000 Penalty: 4522.585449
	Iteration 12Q: 3 clusters Score -1131707 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1131781.625000 Penalty: 4522.585449
	Iteration 13Q: 3 clusters Score -1131782 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1131833.625000 Penalty: 4522.585449
	Iteration 14Q: 3 clusters Score -1131834 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1131860.250000 Penalty: 4522.585449
	Iteration 15Q: 3 clusters Score -1131860 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1131873.875000 Penalty: 4522.585449
	Iteration 16Q: 3 clusters Score -1131874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1131886.125000 Penalty: 4522.585449
	Iteration 17Q: 3 clusters Score -1131886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1131894.250000 Penalty: 4522.585449
	Iteration 18Q: 3 clusters Score -1131894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1131904.375000 Penalty: 4522.585449
	Iteration 19Q: 3 clusters Score -1131904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1131914.000000 Penalty: 4522.585449
	Iteration 20F: 3 clusters Score -1131914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1131923.375000 Penalty: 4522.585449
	Iteration 21Q: 3 clusters Score -1131923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1131924.500000 Penalty: 4522.585449
	Iteration 22Q: 3 clusters Score -1131924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1131933.625000 Penalty: 4522.585449
	Iteration 23Q: 3 clusters Score -1131934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1131937.500000 Penalty: 4522.585449
	Iteration 24Q: 3 clusters Score -1131938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1131941.000000 Penalty: 4522.585449
	Iteration 25Q: 3 clusters Score -1131941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1131945.625000 Penalty: 4522.585449
	Iteration 26Q: 3 clusters Score -1131946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1131944.000000 Penalty: 4522.585449
	Iteration 27Q: 3 clusters Score -1131944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1131948.125000 Penalty: 4522.585449
	Iteration 28Q: 3 clusters Score -1131948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1131950.250000 Penalty: 4522.585449
	Iteration 29Q: 3 clusters Score -1131950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1131951.875000 Penalty: 4522.585449
	Iteration 30Q: 3 clusters Score -1131952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1131952.500000 Penalty: 4522.585449
	Iteration 31Q: 3 clusters Score -1131952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1131953.000000 Penalty: 4522.585449
	Iteration 32Q: 3 clusters Score -1131953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1131956.875000 Penalty: 4522.585449
	Iteration 33Q: 3 clusters Score -1131957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1131956.875000 Penalty: 4522.585449
	Iteration 34Q: 3 clusters Score -1131957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1131957.000000 Penalty: 4522.585449
	Iteration 35Q: 3 clusters Score -1131957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1131958.750000 Penalty: 4522.585449
	Iteration 36Q: 3 clusters Score -1131959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1131961.500000 Penalty: 4522.585449
	Iteration 37Q: 3 clusters Score -1131962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1131962.500000 Penalty: 4522.585449
	Iteration 38Q: 3 clusters Score -1131962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1131966.625000 Penalty: 4522.585449
	Iteration 39Q: 3 clusters Score -1131967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1131965.250000 Penalty: 4522.585449
	Iteration 40F: 3 clusters Score -1131965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1131969.750000 Penalty: 4522.585449
	Iteration 41Q: 3 clusters Score -1131970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1131970.625000 Penalty: 4522.585449
	Iteration 42Q: 3 clusters Score -1131971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1131977.750000 Penalty: 4522.585449
	Iteration 43Q: 3 clusters Score -1131978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1131980.500000 Penalty: 4522.585449
	Iteration 44Q: 3 clusters Score -1131980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1131987.500000 Penalty: 4522.585449
	Iteration 45Q: 3 clusters Score -1131988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1131990.125000 Penalty: 4522.585449
	Iteration 46Q: 3 clusters Score -1131990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1131995.000000 Penalty: 4522.585449
	Iteration 47Q: 3 clusters Score -1131995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1131999.625000 Penalty: 4522.585449
	Iteration 48Q: 3 clusters Score -1132000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1132009.500000 Penalty: 4522.585449
	Iteration 49Q: 3 clusters Score -1132010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1132011.250000 Penalty: 4522.585449
	Iteration 50Q: 3 clusters Score -1132011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1132015.500000 Penalty: 4522.585449
	Iteration 51Q: 3 clusters Score -1132016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1132028.000000 Penalty: 4522.585449
	Iteration 52Q: 3 clusters Score -1132028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1132031.250000 Penalty: 4522.585449
	Iteration 53Q: 3 clusters Score -1132031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1132039.500000 Penalty: 4522.585449
	Iteration 54Q: 3 clusters Score -1132040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1132044.500000 Penalty: 4522.585449
	Iteration 55Q: 3 clusters Score -1132044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1132045.750000 Penalty: 4522.585449
	Iteration 56Q: 3 clusters Score -1132046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1132048.500000 Penalty: 4522.585449
	Iteration 57Q: 3 clusters Score -1132048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1132056.625000 Penalty: 4522.585449
	Iteration 58Q: 3 clusters Score -1132057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1132060.250000 Penalty: 4522.585449
	Iteration 59Q: 3 clusters Score -1132060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1132060.000000 Penalty: 4522.585449
	Iteration 60F: 3 clusters Score -1132060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1132063.750000 Penalty: 4522.585449
	Iteration 61Q: 3 clusters Score -1132064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1132063.375000 Penalty: 4522.585449
	Iteration 62Q: 3 clusters Score -1132063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1132065.375000 Penalty: 4522.585449
	Iteration 63Q: 3 clusters Score -1132065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1132066.625000 Penalty: 4522.585449
	Iteration 64Q: 3 clusters Score -1132067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1132071.375000 Penalty: 4522.585449
	Iteration 65Q: 3 clusters Score -1132071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1132076.625000 Penalty: 4522.585449
	Iteration 66Q: 3 clusters Score -1132077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1132081.250000 Penalty: 4522.585449
	Iteration 67Q: 3 clusters Score -1132081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1132081.250000 Penalty: 4522.585449
	Iteration 68Q: 3 clusters Score -1132081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1132083.500000 Penalty: 4522.585449
	Iteration 69Q: 3 clusters Score -1132084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1132091.875000 Penalty: 4522.585449
	Iteration 70Q: 3 clusters Score -1132092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1132096.500000 Penalty: 4522.585449
	Iteration 71Q: 3 clusters Score -1132096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1132099.875000 Penalty: 4522.585449
	Iteration 72Q: 3 clusters Score -1132100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1132106.750000 Penalty: 4522.585449
	Iteration 73Q: 3 clusters Score -1132107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1132116.500000 Penalty: 4522.585449
	Iteration 74Q: 3 clusters Score -1132116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1132124.500000 Penalty: 4522.585449
	Iteration 75Q: 3 clusters Score -1132124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1132128.250000 Penalty: 4522.585449
	Iteration 76Q: 3 clusters Score -1132128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1132133.625000 Penalty: 4522.585449
	Iteration 77Q: 3 clusters Score -1132134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1132136.625000 Penalty: 4522.585449
	Iteration 78Q: 3 clusters Score -1132137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1132143.375000 Penalty: 4522.585449
	Iteration 79Q: 3 clusters Score -1132143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1132144.125000 Penalty: 4522.585449
	Iteration 80F: 3 clusters Score -1132144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1132149.375000 Penalty: 4522.585449
	Iteration 81Q: 3 clusters Score -1132149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1132150.875000 Penalty: 4522.585449
	Iteration 82Q: 3 clusters Score -1132151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1132153.875000 Penalty: 4522.585449
	Iteration 83Q: 3 clusters Score -1132154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1132156.875000 Penalty: 4522.585449
	Iteration 84Q: 3 clusters Score -1132157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1132161.250000 Penalty: 4522.585449
	Iteration 85Q: 3 clusters Score -1132161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1132163.000000 Penalty: 4522.585449
	Iteration 86Q: 3 clusters Score -1132163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1132169.000000 Penalty: 4522.585449
	Iteration 87Q: 3 clusters Score -1132169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1132176.250000 Penalty: 4522.585449
	Iteration 88Q: 3 clusters Score -1132176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1132187.875000 Penalty: 4522.585449
	Iteration 89Q: 3 clusters Score -1132188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1132192.750000 Penalty: 4522.585449
	Iteration 90Q: 3 clusters Score -1132193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1132197.500000 Penalty: 4522.585449
	Iteration 91Q: 3 clusters Score -1132198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1132204.500000 Penalty: 4522.585449
	Iteration 92Q: 3 clusters Score -1132204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1132205.500000 Penalty: 4522.585449
	Iteration 93Q: 3 clusters Score -1132206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1132208.375000 Penalty: 4522.585449
	Iteration 94Q: 3 clusters Score -1132208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1132211.500000 Penalty: 4522.585449
	Iteration 95Q: 3 clusters Score -1132212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1132218.125000 Penalty: 4522.585449
	Iteration 96Q: 3 clusters Score -1132218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1132218.750000 Penalty: 4522.585449
	Iteration 97Q: 3 clusters Score -1132219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1132222.875000 Penalty: 4522.585449
	Iteration 98Q: 3 clusters Score -1132223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1132229.625000 Penalty: 4522.585449
	Iteration 99Q: 3 clusters Score -1132230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1132231.000000 Penalty: 4522.585449
	Iteration 100F: 3 clusters Score -1132231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1132232.500000 Penalty: 4522.585449
	Iteration 101Q: 3 clusters Score -1132232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1132234.625000 Penalty: 4522.585449
	Iteration 102Q: 3 clusters Score -1132235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1132234.125000 Penalty: 4522.585449
	Iteration 103Q: 3 clusters Score -1132234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1132238.375000 Penalty: 4522.585449
	Iteration 104Q: 3 clusters Score -1132238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1132238.500000 Penalty: 4522.585449
	Iteration 105Q: 3 clusters Score -1132238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1132239.375000 Penalty: 4522.585449
	Iteration 106Q: 3 clusters Score -1132239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1132240.750000 Penalty: 4522.585449
	Iteration 107Q: 3 clusters Score -1132241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1132240.500000 Penalty: 4522.585449
	Iteration 108Q: 3 clusters Score -1132240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1132239.375000 Penalty: 4522.585449
	Iteration 109Q: 3 clusters Score -1132239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1132239.375000 Penalty: 4522.585449
	Iteration 110F: 3 clusters Score -1132239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -513635.343750 Penalty: 2083.586426
	Iteration 0F: 2 clusters Score -513635.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -509488.375000 Penalty: 4167.172852
	Iteration 0F: 3 clusters Score -509488.4 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -510652.656250 Penalty: 4167.172852
	Iteration 1F: 3 clusters Score -510652.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -511016.718750 Penalty: 4167.172852
	Iteration 2F: 3 clusters Score -511016.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -511341.312500 Penalty: 4167.172852
	Iteration 3F: 3 clusters Score -511341.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -511570.250000 Penalty: 4167.172852
	Iteration 4F: 3 clusters Score -511570.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -511756.562500 Penalty: 4167.172852
	Iteration 5Q: 3 clusters Score -511756.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -511906.625000 Penalty: 4167.172852
	Iteration 6Q: 3 clusters Score -511906.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -512041.781250 Penalty: 4167.172852
	Iteration 7Q: 3 clusters Score -512041.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -512146.281250 Penalty: 4167.172852
	Iteration 8Q: 3 clusters Score -512146.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -512245.562500 Penalty: 4167.172852
	Iteration 9Q: 3 clusters Score -512245.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -512341.406250 Penalty: 4167.172852
	Iteration 10Q: 3 clusters Score -512341.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -512421.312500 Penalty: 4167.172852
	Iteration 11Q: 3 clusters Score -512421.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -512482.468750 Penalty: 4167.172852
	Iteration 12Q: 3 clusters Score -512482.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -512532.406250 Penalty: 4167.172852
	Iteration 13Q: 3 clusters Score -512532.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -512566.875000 Penalty: 4167.172852
	Iteration 14Q: 3 clusters Score -512566.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -512605.125000 Penalty: 4167.172852
	Iteration 15Q: 3 clusters Score -512605.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -512640.031250 Penalty: 4167.172852
	Iteration 16Q: 3 clusters Score -512640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -512670.531250 Penalty: 4167.172852
	Iteration 17Q: 3 clusters Score -512670.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -512695.781250 Penalty: 4167.172852
	Iteration 18Q: 3 clusters Score -512695.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -512712.125000 Penalty: 4167.172852
	Iteration 19Q: 3 clusters Score -512712.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -512730.843750 Penalty: 4167.172852
	Iteration 20F: 3 clusters Score -512730.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -512745.437500 Penalty: 4167.172852
	Iteration 21Q: 3 clusters Score -512745.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -512751.343750 Penalty: 4167.172852
	Iteration 22Q: 3 clusters Score -512751.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -512755.937500 Penalty: 4167.172852
	Iteration 23Q: 3 clusters Score -512755.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -512757.468750 Penalty: 4167.172852
	Iteration 24Q: 3 clusters Score -512757.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -512759.312500 Penalty: 4167.172852
	Iteration 25Q: 3 clusters Score -512759.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -512760.500000 Penalty: 4167.172852
	Iteration 26Q: 3 clusters Score -512760.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -512762.156250 Penalty: 4167.172852
	Iteration 27Q: 3 clusters Score -512762.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -512763.562500 Penalty: 4167.172852
	Iteration 28Q: 3 clusters Score -512763.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -512763.687500 Penalty: 4167.172852
	Iteration 29Q: 3 clusters Score -512763.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -512764.343750 Penalty: 4167.172852
	Iteration 30Q: 3 clusters Score -512764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -512764.562500 Penalty: 4167.172852
	Iteration 31Q: 3 clusters Score -512764.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -512764.937500 Penalty: 4167.172852
	Iteration 32Q: 3 clusters Score -512764.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -512765.562500 Penalty: 4167.172852
	Iteration 33Q: 3 clusters Score -512765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -512767.281250 Penalty: 4167.172852
	Iteration 34Q: 3 clusters Score -512767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -512767.281250 Penalty: 4167.172852
	Iteration 35F: 3 clusters Score -512767.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -55004.335938 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -55004.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53536.894531 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -53536.89 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53782.769531 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -53782.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53926.445312 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -53926.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54006.667969 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -54006.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -54043.816406 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -54043.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54071.351562 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -54071.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54099.542969 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -54099.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -54127.121094 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -54127.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -54161.406250 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -54161.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -54181.089844 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -54181.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54194.562500 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -54194.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54207.515625 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -54207.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -54222.273438 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -54222.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -54224.214844 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -54224.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -54224.214844 Penalty: 3078.461670
	Iteration 14F: 3 clusters Score -54224.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -83721.828125 Penalty: 1623.958374
	Iteration 0F: 2 clusters Score -83721.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -82024.976562 Penalty: 3247.916748
	Iteration 0F: 3 clusters Score -82024.98 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -82266.648438 Penalty: 3247.916748
	Iteration 1F: 3 clusters Score -82266.65 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -82361.875000 Penalty: 3247.916748
	Iteration 2F: 3 clusters Score -82361.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82415.148438 Penalty: 3247.916748
	Iteration 3Q: 3 clusters Score -82415.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -82439.156250 Penalty: 3247.916748
	Iteration 4Q: 3 clusters Score -82439.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -82463.281250 Penalty: 3247.916748
	Iteration 5Q: 3 clusters Score -82463.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -82491.656250 Penalty: 3247.916748
	Iteration 6Q: 3 clusters Score -82491.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82509.546875 Penalty: 3247.916748
	Iteration 7Q: 3 clusters Score -82509.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82520.640625 Penalty: 3247.916748
	Iteration 8Q: 3 clusters Score -82520.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -82526.460938 Penalty: 3247.916748
	Iteration 9Q: 3 clusters Score -82526.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82527.796875 Penalty: 3247.916748
	Iteration 10Q: 3 clusters Score -82527.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -82531.414062 Penalty: 3247.916748
	Iteration 11Q: 3 clusters Score -82531.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -82533.796875 Penalty: 3247.916748
	Iteration 12Q: 3 clusters Score -82533.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -82534.648438 Penalty: 3247.916748
	Iteration 13Q: 3 clusters Score -82534.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -82534.648438 Penalty: 3247.916748
	Iteration 14F: 3 clusters Score -82534.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -106267.593750 Penalty: 1709.626709
	Iteration 0F: 2 clusters Score -106267.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -104429.875000 Penalty: 3419.253418
	Iteration 0F: 3 clusters Score -104429.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -105096.414062 Penalty: 3419.253418
	Iteration 1F: 3 clusters Score -105096.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -105600.085938 Penalty: 3419.253418
	Iteration 2F: 3 clusters Score -105600.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -105835.234375 Penalty: 3419.253418
	Iteration 3F: 3 clusters Score -105835.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -105986.687500 Penalty: 3419.253418
	Iteration 4Q: 3 clusters Score -105986.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -106102.109375 Penalty: 3419.253418
	Iteration 5Q: 3 clusters Score -106102.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -106175.890625 Penalty: 3419.253418
	Iteration 6Q: 3 clusters Score -106175.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -106257.554688 Penalty: 3419.253418
	Iteration 7Q: 3 clusters Score -106257.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -106338.078125 Penalty: 3419.253418
	Iteration 8Q: 3 clusters Score -106338.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -106362.257812 Penalty: 3419.253418
	Iteration 9Q: 3 clusters Score -106362.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -106371.789062 Penalty: 3419.253418
	Iteration 10Q: 3 clusters Score -106371.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -106376.156250 Penalty: 3419.253418
	Iteration 11Q: 3 clusters Score -106376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -106376.960938 Penalty: 3419.253418
	Iteration 12Q: 3 clusters Score -106377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -106376.960938 Penalty: 3419.253418
	Iteration 13F: 3 clusters Score -106377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104597 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14640 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30234 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48726 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91638 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170690 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4454 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 395 members 
Mstep: Class 41 contains 2457 members 
Mstep: Class 42 contains 591 members 
Entering Unmasked Estep 
Score: -150949200.000000 Penalty: 145916.250000
Splitting cluster 40 changes total score from -150950992.000000 to -150949200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (2457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Entering Unmasked Estep 
Score: -302903.156250 Penalty: 1936.060669
	Iteration 0F: 2 clusters Score -302903.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -300002.093750 Penalty: 3872.121338
	Iteration 0F: 3 clusters Score -300002.1 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -300593.031250 Penalty: 3872.121338
	Iteration 1F: 3 clusters Score -300593 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -300779.843750 Penalty: 3872.121338
	Iteration 2F: 3 clusters Score -300779.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -300877.375000 Penalty: 3872.121338
	Iteration 3Q: 3 clusters Score -300877.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -300945.437500 Penalty: 3872.121338
	Iteration 4Q: 3 clusters Score -300945.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -301009.687500 Penalty: 3872.121338
	Iteration 5Q: 3 clusters Score -301009.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -301054.218750 Penalty: 3872.121338
	Iteration 6Q: 3 clusters Score -301054.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -301099.062500 Penalty: 3872.121338
	Iteration 7Q: 3 clusters Score -301099.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -301132.937500 Penalty: 3872.121338
	Iteration 8Q: 3 clusters Score -301132.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -301170.062500 Penalty: 3872.121338
	Iteration 9Q: 3 clusters Score -301170.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -301207.906250 Penalty: 3872.121338
	Iteration 10Q: 3 clusters Score -301207.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -301243.906250 Penalty: 3872.121338
	Iteration 11Q: 3 clusters Score -301243.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -301275.687500 Penalty: 3872.121338
	Iteration 12Q: 3 clusters Score -301275.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -301316.500000 Penalty: 3872.121338
	Iteration 13Q: 3 clusters Score -301316.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -301354.500000 Penalty: 3872.121338
	Iteration 14Q: 3 clusters Score -301354.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -301395.812500 Penalty: 3872.121338
	Iteration 15Q: 3 clusters Score -301395.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -301429.031250 Penalty: 3872.121338
	Iteration 16Q: 3 clusters Score -301429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -301457.437500 Penalty: 3872.121338
	Iteration 17Q: 3 clusters Score -301457.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -301481.718750 Penalty: 3872.121338
	Iteration 18Q: 3 clusters Score -301481.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -301504.906250 Penalty: 3872.121338
	Iteration 19Q: 3 clusters Score -301504.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -301530.656250 Penalty: 3872.121338
	Iteration 20F: 3 clusters Score -301530.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -301558.250000 Penalty: 3872.121338
	Iteration 21Q: 3 clusters Score -301558.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -301583.062500 Penalty: 3872.121338
	Iteration 22Q: 3 clusters Score -301583.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -301610.062500 Penalty: 3872.121338
	Iteration 23Q: 3 clusters Score -301610.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -301627.375000 Penalty: 3872.121338
	Iteration 24Q: 3 clusters Score -301627.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -301635.437500 Penalty: 3872.121338
	Iteration 25Q: 3 clusters Score -301635.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -301644.218750 Penalty: 3872.121338
	Iteration 26Q: 3 clusters Score -301644.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -301650.750000 Penalty: 3872.121338
	Iteration 27Q: 3 clusters Score -301650.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -301664.906250 Penalty: 3872.121338
	Iteration 28Q: 3 clusters Score -301664.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -301684.437500 Penalty: 3872.121338
	Iteration 29Q: 3 clusters Score -301684.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -301707.593750 Penalty: 3872.121338
	Iteration 30Q: 3 clusters Score -301707.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -301715.968750 Penalty: 3872.121338
	Iteration 31Q: 3 clusters Score -301716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -301724.750000 Penalty: 3872.121338
	Iteration 32Q: 3 clusters Score -301724.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -301738.750000 Penalty: 3872.121338
	Iteration 33Q: 3 clusters Score -301738.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -301751.218750 Penalty: 3872.121338
	Iteration 34Q: 3 clusters Score -301751.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -301763.125000 Penalty: 3872.121338
	Iteration 35Q: 3 clusters Score -301763.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -301774.843750 Penalty: 3872.121338
	Iteration 36Q: 3 clusters Score -301774.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -301785.281250 Penalty: 3872.121338
	Iteration 37Q: 3 clusters Score -301785.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -301791.812500 Penalty: 3872.121338
	Iteration 38Q: 3 clusters Score -301791.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -301796.093750 Penalty: 3872.121338
	Iteration 39Q: 3 clusters Score -301796.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -301800.125000 Penalty: 3872.121338
	Iteration 40F: 3 clusters Score -301800.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -301803.812500 Penalty: 3872.121338
	Iteration 41Q: 3 clusters Score -301803.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -301805.500000 Penalty: 3872.121338
	Iteration 42Q: 3 clusters Score -301805.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -301805.500000 Penalty: 3872.121338
	Iteration 43F: 3 clusters Score -301805.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104597 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14640 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30234 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48726 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91638 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170690 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4454 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950976.000000 Penalty: 142442.046875
Iteration 279Q: 42 clusters Score -1.50951e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104597 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14643 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30234 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48725 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91636 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170690 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4454 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950960.000000 Penalty: 142442.046875
Iteration 280F: 42 clusters Score -1.50951e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104597 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14643 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88579 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30235 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48725 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91634 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170690 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4454 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950960.000000 Penalty: 142442.046875
Iteration 281Q: 42 clusters Score -1.50951e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104599 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14643 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88579 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30233 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48725 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91633 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4454 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950976.000000 Penalty: 142442.046875
Iteration 282Q: 42 clusters Score -1.50951e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104600 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14644 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88579 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30231 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48725 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91633 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4454 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150951008.000000 Penalty: 142442.046875
Iteration 283Q: 42 clusters Score -1.50951e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104599 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14645 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88579 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30231 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48725 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91633 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4454 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950960.000000 Penalty: 142442.046875
Iteration 284Q: 42 clusters Score -1.50951e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104601 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 48479 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14647 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88579 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30229 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48725 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91632 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4454 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950960.000000 Penalty: 142442.046875
Iteration 285Q: 42 clusters Score -1.50951e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104602 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 48477 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14650 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88579 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30227 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48725 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91632 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4454 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950976.000000 Penalty: 142442.046875
Iteration 286Q: 42 clusters Score -1.50951e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104602 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 48476 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 14652 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12157 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88578 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70956 members 
Mstep: Class 21 contains 30227 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48725 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91632 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4454 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950960.000000 Penalty: 142442.046875
Iteration 287Q: 42 clusters Score -1.50951e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104601 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 48476 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13201 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 14651 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12157 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70957 members 
Mstep: Class 21 contains 30228 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48725 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91632 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4454 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950992.000000 Penalty: 142442.046875
Iteration 288Q: 42 clusters Score -1.50951e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104601 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 48476 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13202 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 14650 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12157 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70958 members 
Mstep: Class 21 contains 30228 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48725 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91631 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4454 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950992.000000 Penalty: 142442.046875
Iteration 289Q: 42 clusters Score -1.50951e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104601 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 48476 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13202 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 14650 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12157 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70958 members 
Mstep: Class 21 contains 30228 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48725 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 91631 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4454 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150950992.000000 Penalty: 142442.046875
Iteration 290F: 42 clusters Score -1.50951e+08 nChanged 0
Entering ConstructFrom: 
Score: -150950992.000000 Penalty: 142442.046875
Entering ConstructFrom: 
Trying to split cluster 1 (23615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Entering Unmasked Estep 
Score: -2876121.250000 Penalty: 2497.270020
	Iteration 0F: 2 clusters Score -2876121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2859737.000000 Penalty: 4994.540039
	Iteration 0F: 3 clusters Score -2859737 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2865710.000000 Penalty: 4994.540039
	Iteration 1F: 3 clusters Score -2865710 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2866713.250000 Penalty: 4994.540039
	Iteration 2F: 3 clusters Score -2866713 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2867867.250000 Penalty: 4994.540039
	Iteration 3F: 3 clusters Score -2867867 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2868989.000000 Penalty: 4994.540039
	Iteration 4F: 3 clusters Score -2868989 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2870015.500000 Penalty: 4994.540039
	Iteration 5F: 3 clusters Score -2870016 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2870846.500000 Penalty: 4994.540039
	Iteration 6F: 3 clusters Score -2870846 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2871633.750000 Penalty: 4994.540039
	Iteration 7F: 3 clusters Score -2871634 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2872297.000000 Penalty: 4994.540039
	Iteration 8Q: 3 clusters Score -2872297 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2872841.000000 Penalty: 4994.540039
	Iteration 9Q: 3 clusters Score -2872841 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2873239.000000 Penalty: 4994.540039
	Iteration 10Q: 3 clusters Score -2873239 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2873523.750000 Penalty: 4994.540039
	Iteration 11Q: 3 clusters Score -2873524 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2873739.750000 Penalty: 4994.540039
	Iteration 12Q: 3 clusters Score -2873740 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2873883.750000 Penalty: 4994.540039
	Iteration 13Q: 3 clusters Score -2873884 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2874004.750000 Penalty: 4994.540039
	Iteration 14Q: 3 clusters Score -2874005 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2874077.250000 Penalty: 4994.540039
	Iteration 15Q: 3 clusters Score -2874077 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2874138.000000 Penalty: 4994.540039
	Iteration 16Q: 3 clusters Score -2874138 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2874176.250000 Penalty: 4994.540039
	Iteration 17Q: 3 clusters Score -2874176 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2874198.250000 Penalty: 4994.540039
	Iteration 18Q: 3 clusters Score -2874198 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2874219.250000 Penalty: 4994.540039
	Iteration 19Q: 3 clusters Score -2874219 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2874237.750000 Penalty: 4994.540039
	Iteration 20F: 3 clusters Score -2874238 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2874252.250000 Penalty: 4994.540039
	Iteration 21Q: 3 clusters Score -2874252 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2874265.250000 Penalty: 4994.540039
	Iteration 22Q: 3 clusters Score -2874265 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2874272.250000 Penalty: 4994.540039
	Iteration 23Q: 3 clusters Score -2874272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2874271.500000 Penalty: 4994.540039
	Iteration 24Q: 3 clusters Score -2874272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2874278.750000 Penalty: 4994.540039
	Iteration 25Q: 3 clusters Score -2874279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2874278.000000 Penalty: 4994.540039
	Iteration 26Q: 3 clusters Score -2874278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2874282.250000 Penalty: 4994.540039
	Iteration 27Q: 3 clusters Score -2874282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2874279.750000 Penalty: 4994.540039
	Iteration 28Q: 3 clusters Score -2874280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2874280.500000 Penalty: 4994.540039
	Iteration 29Q: 3 clusters Score -2874280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2874285.000000 Penalty: 4994.540039
	Iteration 30Q: 3 clusters Score -2874285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2874286.250000 Penalty: 4994.540039
	Iteration 31Q: 3 clusters Score -2874286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2874296.250000 Penalty: 4994.540039
	Iteration 32Q: 3 clusters Score -2874296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2874296.000000 Penalty: 4994.540039
	Iteration 33Q: 3 clusters Score -2874296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2874291.750000 Penalty: 4994.540039
	Iteration 34Q: 3 clusters Score -2874292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2874297.000000 Penalty: 4994.540039
	Iteration 35Q: 3 clusters Score -2874297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2874298.000000 Penalty: 4994.540039
	Iteration 36Q: 3 clusters Score -2874298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2874299.250000 Penalty: 4994.540039
	Iteration 37Q: 3 clusters Score -2874299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2874297.750000 Penalty: 4994.540039
	Iteration 38Q: 3 clusters Score -2874298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2874303.250000 Penalty: 4994.540039
	Iteration 39Q: 3 clusters Score -2874303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2874310.500000 Penalty: 4994.540039
	Iteration 40F: 3 clusters Score -2874310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2874312.000000 Penalty: 4994.540039
	Iteration 41Q: 3 clusters Score -2874312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2874310.000000 Penalty: 4994.540039
	Iteration 42Q: 3 clusters Score -2874310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2874308.500000 Penalty: 4994.540039
	Iteration 43Q: 3 clusters Score -2874308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2874310.750000 Penalty: 4994.540039
	Iteration 44Q: 3 clusters Score -2874311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2874313.500000 Penalty: 4994.540039
	Iteration 45Q: 3 clusters Score -2874314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2874312.750000 Penalty: 4994.540039
	Iteration 46Q: 3 clusters Score -2874313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2874315.500000 Penalty: 4994.540039
	Iteration 47Q: 3 clusters Score -2874316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2874318.750000 Penalty: 4994.540039
	Iteration 48Q: 3 clusters Score -2874319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2874315.000000 Penalty: 4994.540039
	Iteration 49Q: 3 clusters Score -2874315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2874315.000000 Penalty: 4994.540039
	Iteration 50Q: 3 clusters Score -2874315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2874314.500000 Penalty: 4994.540039
	Iteration 51Q: 3 clusters Score -2874314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2874317.250000 Penalty: 4994.540039
	Iteration 52Q: 3 clusters Score -2874317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2874311.750000 Penalty: 4994.540039
	Iteration 53Q: 3 clusters Score -2874312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2874314.000000 Penalty: 4994.540039
	Iteration 54Q: 3 clusters Score -2874314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2874317.500000 Penalty: 4994.540039
	Iteration 55Q: 3 clusters Score -2874318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2874318.750000 Penalty: 4994.540039
	Iteration 56Q: 3 clusters Score -2874319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2874316.250000 Penalty: 4994.540039
	Iteration 57Q: 3 clusters Score -2874316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2874313.250000 Penalty: 4994.540039
	Iteration 58Q: 3 clusters Score -2874313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2874318.250000 Penalty: 4994.540039
	Iteration 59Q: 3 clusters Score -2874318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2874316.000000 Penalty: 4994.540039
	Iteration 60F: 3 clusters Score -2874316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2874318.250000 Penalty: 4994.540039
	Iteration 61Q: 3 clusters Score -2874318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2874317.250000 Penalty: 4994.540039
	Iteration 62Q: 3 clusters Score -2874317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2874320.000000 Penalty: 4994.540039
	Iteration 63Q: 3 clusters Score -2874320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2874325.500000 Penalty: 4994.540039
	Iteration 64Q: 3 clusters Score -2874326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2874325.500000 Penalty: 4994.540039
	Iteration 65Q: 3 clusters Score -2874326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2874324.750000 Penalty: 4994.540039
	Iteration 66Q: 3 clusters Score -2874325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2874323.500000 Penalty: 4994.540039
	Iteration 67Q: 3 clusters Score -2874324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2874331.000000 Penalty: 4994.540039
	Iteration 68Q: 3 clusters Score -2874331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2874328.250000 Penalty: 4994.540039
	Iteration 69Q: 3 clusters Score -2874328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2874329.250000 Penalty: 4994.540039
	Iteration 70Q: 3 clusters Score -2874329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2874327.250000 Penalty: 4994.540039
	Iteration 71Q: 3 clusters Score -2874327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2874325.000000 Penalty: 4994.540039
	Iteration 72Q: 3 clusters Score -2874325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2874324.000000 Penalty: 4994.540039
	Iteration 73Q: 3 clusters Score -2874324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2874325.500000 Penalty: 4994.540039
	Iteration 74Q: 3 clusters Score -2874326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2874325.500000 Penalty: 4994.540039
	Iteration 75Q: 3 clusters Score -2874326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2874325.500000 Penalty: 4994.540039
	Iteration 76F: 3 clusters Score -2874326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (104601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104601 members 
Entering Unmasked Estep 
Score: -13459941.000000 Penalty: 2866.361084
	Iteration 0F: 2 clusters Score -1.345994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -13390263.000000 Penalty: 5732.722168
	Iteration 0F: 3 clusters Score -1.339026e+07 nChanged 49430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -13419170.000000 Penalty: 5732.722168
	Iteration 1F: 3 clusters Score -1.341917e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -13420234.000000 Penalty: 5732.722168
	Iteration 2Q: 3 clusters Score -1.342023e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -13421778.000000 Penalty: 5732.722168
	Iteration 3Q: 3 clusters Score -1.342178e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -13424124.000000 Penalty: 5732.722168
	Iteration 4Q: 3 clusters Score -1.342412e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -13427963.000000 Penalty: 5732.722168
	Iteration 5F: 3 clusters Score -1.342796e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74455 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -13433787.000000 Penalty: 5732.722168
	Iteration 6F: 3 clusters Score -1.343379e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81663 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -13441131.000000 Penalty: 5732.722168
	Iteration 7F: 3 clusters Score -1.344113e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87436 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -13447664.000000 Penalty: 5732.722168
	Iteration 8F: 3 clusters Score -1.344766e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91009 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -13451753.000000 Penalty: 5732.722168
	Iteration 9Q: 3 clusters Score -1.345175e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93014 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -13453772.000000 Penalty: 5732.722168
	Iteration 10Q: 3 clusters Score -1.345377e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94427 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -13454825.000000 Penalty: 5732.722168
	Iteration 11Q: 3 clusters Score -1.345482e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95560 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -13455424.000000 Penalty: 5732.722168
	Iteration 12Q: 3 clusters Score -1.345542e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96506 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -13455886.000000 Penalty: 5732.722168
	Iteration 13Q: 3 clusters Score -1.345589e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97312 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -13456270.000000 Penalty: 5732.722168
	Iteration 14Q: 3 clusters Score -1.345627e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97999 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -13456479.000000 Penalty: 5732.722168
	Iteration 15Q: 3 clusters Score -1.345648e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98590 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -13456689.000000 Penalty: 5732.722168
	Iteration 16Q: 3 clusters Score -1.345669e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99109 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -13456897.000000 Penalty: 5732.722168
	Iteration 17Q: 3 clusters Score -1.34569e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99556 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -13457108.000000 Penalty: 5732.722168
	Iteration 18Q: 3 clusters Score -1.345711e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99959 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -13457209.000000 Penalty: 5732.722168
	Iteration 19Q: 3 clusters Score -1.345721e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100305 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -13457346.000000 Penalty: 5732.722168
	Iteration 20F: 3 clusters Score -1.345735e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100607 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -13457416.000000 Penalty: 5732.722168
	Iteration 21Q: 3 clusters Score -1.345742e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100866 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -13457495.000000 Penalty: 5732.722168
	Iteration 22Q: 3 clusters Score -1.34575e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101092 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -13457563.000000 Penalty: 5732.722168
	Iteration 23Q: 3 clusters Score -1.345756e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101311 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -13457625.000000 Penalty: 5732.722168
	Iteration 24Q: 3 clusters Score -1.345762e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101497 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -13457691.000000 Penalty: 5732.722168
	Iteration 25Q: 3 clusters Score -1.345769e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101642 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -13457735.000000 Penalty: 5732.722168
	Iteration 26Q: 3 clusters Score -1.345774e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101757 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -13457773.000000 Penalty: 5732.722168
	Iteration 27Q: 3 clusters Score -1.345777e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101848 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -13457771.000000 Penalty: 5732.722168
	Iteration 28Q: 3 clusters Score -1.345777e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101941 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -13457802.000000 Penalty: 5732.722168
	Iteration 29Q: 3 clusters Score -1.34578e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102028 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -13457807.000000 Penalty: 5732.722168
	Iteration 30Q: 3 clusters Score -1.345781e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102094 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -13457843.000000 Penalty: 5732.722168
	Iteration 31Q: 3 clusters Score -1.345784e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102154 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -13457886.000000 Penalty: 5732.722168
	Iteration 32Q: 3 clusters Score -1.345789e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102204 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -13457881.000000 Penalty: 5732.722168
	Iteration 33Q: 3 clusters Score -1.345788e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102241 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -13457905.000000 Penalty: 5732.722168
	Iteration 34Q: 3 clusters Score -1.34579e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102268 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -13457914.000000 Penalty: 5732.722168
	Iteration 35Q: 3 clusters Score -1.345791e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102292 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -13457896.000000 Penalty: 5732.722168
	Iteration 36Q: 3 clusters Score -1.34579e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102313 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -13457894.000000 Penalty: 5732.722168
	Iteration 37Q: 3 clusters Score -1.345789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102324 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -13457904.000000 Penalty: 5732.722168
	Iteration 38Q: 3 clusters Score -1.34579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102335 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -13457917.000000 Penalty: 5732.722168
	Iteration 39Q: 3 clusters Score -1.345792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102347 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -13457920.000000 Penalty: 5732.722168
	Iteration 40F: 3 clusters Score -1.345792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102359 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -13457906.000000 Penalty: 5732.722168
	Iteration 41Q: 3 clusters Score -1.345791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102370 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -13457897.000000 Penalty: 5732.722168
	Iteration 42Q: 3 clusters Score -1.34579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102380 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -13457890.000000 Penalty: 5732.722168
	Iteration 43Q: 3 clusters Score -1.345789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102389 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -13457892.000000 Penalty: 5732.722168
	Iteration 44Q: 3 clusters Score -1.345789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102400 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -13457912.000000 Penalty: 5732.722168
	Iteration 45Q: 3 clusters Score -1.345791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102414 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -13457916.000000 Penalty: 5732.722168
	Iteration 46Q: 3 clusters Score -1.345792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102426 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -13457919.000000 Penalty: 5732.722168
	Iteration 47Q: 3 clusters Score -1.345792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102441 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -13457937.000000 Penalty: 5732.722168
	Iteration 48Q: 3 clusters Score -1.345794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102458 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -13457926.000000 Penalty: 5732.722168
	Iteration 49Q: 3 clusters Score -1.345793e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102472 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -13457934.000000 Penalty: 5732.722168
	Iteration 50Q: 3 clusters Score -1.345793e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102489 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -13457924.000000 Penalty: 5732.722168
	Iteration 51Q: 3 clusters Score -1.345792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102504 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -13457936.000000 Penalty: 5732.722168
	Iteration 52Q: 3 clusters Score -1.345794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102514 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -13457941.000000 Penalty: 5732.722168
	Iteration 53Q: 3 clusters Score -1.345794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102526 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -13457949.000000 Penalty: 5732.722168
	Iteration 54Q: 3 clusters Score -1.345795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102544 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -13457956.000000 Penalty: 5732.722168
	Iteration 55Q: 3 clusters Score -1.345796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102559 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -13457949.000000 Penalty: 5732.722168
	Iteration 56Q: 3 clusters Score -1.345795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102573 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -13457950.000000 Penalty: 5732.722168
	Iteration 57Q: 3 clusters Score -1.345795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102588 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -13457951.000000 Penalty: 5732.722168
	Iteration 58Q: 3 clusters Score -1.345795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102597 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -13457962.000000 Penalty: 5732.722168
	Iteration 59Q: 3 clusters Score -1.345796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102605 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -13457962.000000 Penalty: 5732.722168
	Iteration 60F: 3 clusters Score -1.345796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102615 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -13457958.000000 Penalty: 5732.722168
	Iteration 61Q: 3 clusters Score -1.345796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102617 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -13457948.000000 Penalty: 5732.722168
	Iteration 62Q: 3 clusters Score -1.345795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102620 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -13457953.000000 Penalty: 5732.722168
	Iteration 63Q: 3 clusters Score -1.345795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102621 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -13457959.000000 Penalty: 5732.722168
	Iteration 64Q: 3 clusters Score -1.345796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102621 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -13457959.000000 Penalty: 5732.722168
	Iteration 65F: 3 clusters Score -1.345796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Entering Unmasked Estep 
Score: -245175.671875 Penalty: 1888.227051
	Iteration 0F: 2 clusters Score -245175.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -242520.062500 Penalty: 3776.454102
	Iteration 0F: 3 clusters Score -242520.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -243043.750000 Penalty: 3776.454102
	Iteration 1F: 3 clusters Score -243043.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -243296.390625 Penalty: 3776.454102
	Iteration 2F: 3 clusters Score -243296.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -243504.937500 Penalty: 3776.454102
	Iteration 3F: 3 clusters Score -243504.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -243640.609375 Penalty: 3776.454102
	Iteration 4F: 3 clusters Score -243640.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -243739.046875 Penalty: 3776.454102
	Iteration 5Q: 3 clusters Score -243739 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -243824.468750 Penalty: 3776.454102
	Iteration 6Q: 3 clusters Score -243824.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -243897.609375 Penalty: 3776.454102
	Iteration 7Q: 3 clusters Score -243897.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -243965.500000 Penalty: 3776.454102
	Iteration 8Q: 3 clusters Score -243965.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -244007.375000 Penalty: 3776.454102
	Iteration 9Q: 3 clusters Score -244007.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -244045.562500 Penalty: 3776.454102
	Iteration 10Q: 3 clusters Score -244045.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -244084.609375 Penalty: 3776.454102
	Iteration 11Q: 3 clusters Score -244084.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -244114.796875 Penalty: 3776.454102
	Iteration 12Q: 3 clusters Score -244114.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -244133.640625 Penalty: 3776.454102
	Iteration 13Q: 3 clusters Score -244133.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -244153.906250 Penalty: 3776.454102
	Iteration 14Q: 3 clusters Score -244153.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -244184.203125 Penalty: 3776.454102
	Iteration 15Q: 3 clusters Score -244184.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -244211.000000 Penalty: 3776.454102
	Iteration 16Q: 3 clusters Score -244211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -244233.250000 Penalty: 3776.454102
	Iteration 17Q: 3 clusters Score -244233.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -244254.203125 Penalty: 3776.454102
	Iteration 18Q: 3 clusters Score -244254.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -244269.156250 Penalty: 3776.454102
	Iteration 19Q: 3 clusters Score -244269.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -244286.109375 Penalty: 3776.454102
	Iteration 20F: 3 clusters Score -244286.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -244307.593750 Penalty: 3776.454102
	Iteration 21Q: 3 clusters Score -244307.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -244319.531250 Penalty: 3776.454102
	Iteration 22Q: 3 clusters Score -244319.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -244330.421875 Penalty: 3776.454102
	Iteration 23Q: 3 clusters Score -244330.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -244337.546875 Penalty: 3776.454102
	Iteration 24Q: 3 clusters Score -244337.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -244342.609375 Penalty: 3776.454102
	Iteration 25Q: 3 clusters Score -244342.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -244344.843750 Penalty: 3776.454102
	Iteration 26Q: 3 clusters Score -244344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -244347.062500 Penalty: 3776.454102
	Iteration 27Q: 3 clusters Score -244347.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -244347.390625 Penalty: 3776.454102
	Iteration 28Q: 3 clusters Score -244347.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -244347.390625 Penalty: 3776.454102
	Iteration 29F: 3 clusters Score -244347.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Entering Unmasked Estep 
Score: -581634.437500 Penalty: 2086.134521
	Iteration 0F: 2 clusters Score -581634.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -577457.000000 Penalty: 4172.269043
	Iteration 0F: 3 clusters Score -577457 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -578388.312500 Penalty: 4172.269043
	Iteration 1F: 3 clusters Score -578388.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -578578.312500 Penalty: 4172.269043
	Iteration 2F: 3 clusters Score -578578.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -578695.187500 Penalty: 4172.269043
	Iteration 3Q: 3 clusters Score -578695.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -578800.375000 Penalty: 4172.269043
	Iteration 4Q: 3 clusters Score -578800.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -578879.750000 Penalty: 4172.269043
	Iteration 5Q: 3 clusters Score -578879.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -578942.687500 Penalty: 4172.269043
	Iteration 6Q: 3 clusters Score -578942.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -579012.687500 Penalty: 4172.269043
	Iteration 7Q: 3 clusters Score -579012.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -579080.125000 Penalty: 4172.269043
	Iteration 8Q: 3 clusters Score -579080.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -579153.000000 Penalty: 4172.269043
	Iteration 9Q: 3 clusters Score -579153 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -579229.437500 Penalty: 4172.269043
	Iteration 10Q: 3 clusters Score -579229.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -579313.812500 Penalty: 4172.269043
	Iteration 11Q: 3 clusters Score -579313.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -579391.875000 Penalty: 4172.269043
	Iteration 12Q: 3 clusters Score -579391.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -579473.000000 Penalty: 4172.269043
	Iteration 13Q: 3 clusters Score -579473 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -579553.562500 Penalty: 4172.269043
	Iteration 14Q: 3 clusters Score -579553.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -579605.375000 Penalty: 4172.269043
	Iteration 15Q: 3 clusters Score -579605.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -579644.125000 Penalty: 4172.269043
	Iteration 16Q: 3 clusters Score -579644.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -579673.437500 Penalty: 4172.269043
	Iteration 17Q: 3 clusters Score -579673.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -579697.812500 Penalty: 4172.269043
	Iteration 18Q: 3 clusters Score -579697.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -579716.500000 Penalty: 4172.269043
	Iteration 19Q: 3 clusters Score -579716.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -579731.125000 Penalty: 4172.269043
	Iteration 20F: 3 clusters Score -579731.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -579746.000000 Penalty: 4172.269043
	Iteration 21Q: 3 clusters Score -579746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -579763.375000 Penalty: 4172.269043
	Iteration 22Q: 3 clusters Score -579763.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -579782.625000 Penalty: 4172.269043
	Iteration 23Q: 3 clusters Score -579782.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -579800.875000 Penalty: 4172.269043
	Iteration 24Q: 3 clusters Score -579800.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -579813.062500 Penalty: 4172.269043
	Iteration 25Q: 3 clusters Score -579813.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -579820.937500 Penalty: 4172.269043
	Iteration 26Q: 3 clusters Score -579820.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -579829.500000 Penalty: 4172.269043
	Iteration 27Q: 3 clusters Score -579829.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -579843.562500 Penalty: 4172.269043
	Iteration 28Q: 3 clusters Score -579843.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -579854.125000 Penalty: 4172.269043
	Iteration 29Q: 3 clusters Score -579854.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -579865.812500 Penalty: 4172.269043
	Iteration 30Q: 3 clusters Score -579865.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -579873.687500 Penalty: 4172.269043
	Iteration 31Q: 3 clusters Score -579873.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -579884.125000 Penalty: 4172.269043
	Iteration 32Q: 3 clusters Score -579884.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -579896.875000 Penalty: 4172.269043
	Iteration 33Q: 3 clusters Score -579896.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -579904.125000 Penalty: 4172.269043
	Iteration 34Q: 3 clusters Score -579904.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -579908.375000 Penalty: 4172.269043
	Iteration 35Q: 3 clusters Score -579908.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -579909.937500 Penalty: 4172.269043
	Iteration 36Q: 3 clusters Score -579909.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -579916.437500 Penalty: 4172.269043
	Iteration 37Q: 3 clusters Score -579916.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -579918.187500 Penalty: 4172.269043
	Iteration 38Q: 3 clusters Score -579918.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -579918.812500 Penalty: 4172.269043
	Iteration 39Q: 3 clusters Score -579918.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -579918.812500 Penalty: 4172.269043
	Iteration 40F: 3 clusters Score -579918.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Entering Unmasked Estep 
Score: -1290755.000000 Penalty: 2298.825439
	Iteration 0F: 2 clusters Score -1290755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1282668.000000 Penalty: 4597.650879
	Iteration 0F: 3 clusters Score -1282668 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1285078.500000 Penalty: 4597.650879
	Iteration 1F: 3 clusters Score -1285078 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1285431.000000 Penalty: 4597.650879
	Iteration 2F: 3 clusters Score -1285431 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1285694.000000 Penalty: 4597.650879
	Iteration 3F: 3 clusters Score -1285694 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1285942.750000 Penalty: 4597.650879
	Iteration 4Q: 3 clusters Score -1285943 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1286160.500000 Penalty: 4597.650879
	Iteration 5Q: 3 clusters Score -1286160 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1286431.375000 Penalty: 4597.650879
	Iteration 6Q: 3 clusters Score -1286431 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1286696.875000 Penalty: 4597.650879
	Iteration 7Q: 3 clusters Score -1286697 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1286954.500000 Penalty: 4597.650879
	Iteration 8Q: 3 clusters Score -1286954 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1287217.375000 Penalty: 4597.650879
	Iteration 9Q: 3 clusters Score -1287217 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1287499.875000 Penalty: 4597.650879
	Iteration 10Q: 3 clusters Score -1287500 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1287772.375000 Penalty: 4597.650879
	Iteration 11Q: 3 clusters Score -1287772 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1288028.000000 Penalty: 4597.650879
	Iteration 12Q: 3 clusters Score -1288028 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1288247.875000 Penalty: 4597.650879
	Iteration 13Q: 3 clusters Score -1288248 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1288388.375000 Penalty: 4597.650879
	Iteration 14Q: 3 clusters Score -1288388 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1288471.375000 Penalty: 4597.650879
	Iteration 15Q: 3 clusters Score -1288471 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1288510.250000 Penalty: 4597.650879
	Iteration 16Q: 3 clusters Score -1288510 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1288543.125000 Penalty: 4597.650879
	Iteration 17Q: 3 clusters Score -1288543 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1288561.375000 Penalty: 4597.650879
	Iteration 18Q: 3 clusters Score -1288561 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1288589.625000 Penalty: 4597.650879
	Iteration 19Q: 3 clusters Score -1288590 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1288619.500000 Penalty: 4597.650879
	Iteration 20F: 3 clusters Score -1288620 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1288647.250000 Penalty: 4597.650879
	Iteration 21Q: 3 clusters Score -1288647 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1288662.625000 Penalty: 4597.650879
	Iteration 22Q: 3 clusters Score -1288663 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1288680.625000 Penalty: 4597.650879
	Iteration 23Q: 3 clusters Score -1288681 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1288693.500000 Penalty: 4597.650879
	Iteration 24Q: 3 clusters Score -1288694 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1288708.500000 Penalty: 4597.650879
	Iteration 25Q: 3 clusters Score -1288708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1288723.125000 Penalty: 4597.650879
	Iteration 26Q: 3 clusters Score -1288723 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1288738.625000 Penalty: 4597.650879
	Iteration 27Q: 3 clusters Score -1288739 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1288757.250000 Penalty: 4597.650879
	Iteration 28Q: 3 clusters Score -1288757 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1288771.250000 Penalty: 4597.650879
	Iteration 29Q: 3 clusters Score -1288771 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1288793.750000 Penalty: 4597.650879
	Iteration 30Q: 3 clusters Score -1288794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1288806.750000 Penalty: 4597.650879
	Iteration 31Q: 3 clusters Score -1288807 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1288817.625000 Penalty: 4597.650879
	Iteration 32Q: 3 clusters Score -1288818 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1288835.250000 Penalty: 4597.650879
	Iteration 33Q: 3 clusters Score -1288835 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1288851.250000 Penalty: 4597.650879
	Iteration 34Q: 3 clusters Score -1288851 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1288864.125000 Penalty: 4597.650879
	Iteration 35Q: 3 clusters Score -1288864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1288877.000000 Penalty: 4597.650879
	Iteration 36Q: 3 clusters Score -1288877 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1288889.375000 Penalty: 4597.650879
	Iteration 37Q: 3 clusters Score -1288889 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1288916.000000 Penalty: 4597.650879
	Iteration 38Q: 3 clusters Score -1288916 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1288939.500000 Penalty: 4597.650879
	Iteration 39Q: 3 clusters Score -1288940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1288972.125000 Penalty: 4597.650879
	Iteration 40F: 3 clusters Score -1288972 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1289002.375000 Penalty: 4597.650879
	Iteration 41Q: 3 clusters Score -1289002 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1289057.000000 Penalty: 4597.650879
	Iteration 42Q: 3 clusters Score -1289057 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1289120.000000 Penalty: 4597.650879
	Iteration 43Q: 3 clusters Score -1289120 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1289185.000000 Penalty: 4597.650879
	Iteration 44Q: 3 clusters Score -1289185 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1289240.250000 Penalty: 4597.650879
	Iteration 45Q: 3 clusters Score -1289240 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1289300.250000 Penalty: 4597.650879
	Iteration 46Q: 3 clusters Score -1289300 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1289367.250000 Penalty: 4597.650879
	Iteration 47Q: 3 clusters Score -1289367 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1289438.500000 Penalty: 4597.650879
	Iteration 48Q: 3 clusters Score -1289438 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1289517.125000 Penalty: 4597.650879
	Iteration 49Q: 3 clusters Score -1289517 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1289583.375000 Penalty: 4597.650879
	Iteration 50Q: 3 clusters Score -1289583 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1289644.000000 Penalty: 4597.650879
	Iteration 51Q: 3 clusters Score -1289644 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1289698.625000 Penalty: 4597.650879
	Iteration 52Q: 3 clusters Score -1289699 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1289742.250000 Penalty: 4597.650879
	Iteration 53Q: 3 clusters Score -1289742 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1289764.375000 Penalty: 4597.650879
	Iteration 54Q: 3 clusters Score -1289764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1289778.125000 Penalty: 4597.650879
	Iteration 55Q: 3 clusters Score -1289778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1289799.250000 Penalty: 4597.650879
	Iteration 56Q: 3 clusters Score -1289799 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1289820.500000 Penalty: 4597.650879
	Iteration 57Q: 3 clusters Score -1289820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1289843.125000 Penalty: 4597.650879
	Iteration 58Q: 3 clusters Score -1289843 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1289863.375000 Penalty: 4597.650879
	Iteration 59Q: 3 clusters Score -1289863 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1289887.875000 Penalty: 4597.650879
	Iteration 60F: 3 clusters Score -1289888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1289915.875000 Penalty: 4597.650879
	Iteration 61Q: 3 clusters Score -1289916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1289950.000000 Penalty: 4597.650879
	Iteration 62Q: 3 clusters Score -1289950 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1289984.250000 Penalty: 4597.650879
	Iteration 63Q: 3 clusters Score -1289984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1290014.500000 Penalty: 4597.650879
	Iteration 64Q: 3 clusters Score -1290014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1290042.875000 Penalty: 4597.650879
	Iteration 65Q: 3 clusters Score -1290043 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1290065.625000 Penalty: 4597.650879
	Iteration 66Q: 3 clusters Score -1290066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1290091.625000 Penalty: 4597.650879
	Iteration 67Q: 3 clusters Score -1290092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1290118.500000 Penalty: 4597.650879
	Iteration 68Q: 3 clusters Score -1290118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1290143.125000 Penalty: 4597.650879
	Iteration 69Q: 3 clusters Score -1290143 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1290160.250000 Penalty: 4597.650879
	Iteration 70Q: 3 clusters Score -1290160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1290180.000000 Penalty: 4597.650879
	Iteration 71Q: 3 clusters Score -1290180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1290194.750000 Penalty: 4597.650879
	Iteration 72Q: 3 clusters Score -1290195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1290204.125000 Penalty: 4597.650879
	Iteration 73Q: 3 clusters Score -1290204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1290215.500000 Penalty: 4597.650879
	Iteration 74Q: 3 clusters Score -1290216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1290225.000000 Penalty: 4597.650879
	Iteration 75Q: 3 clusters Score -1290225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1290235.000000 Penalty: 4597.650879
	Iteration 76Q: 3 clusters Score -1290235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1290239.250000 Penalty: 4597.650879
	Iteration 77Q: 3 clusters Score -1290239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1290245.625000 Penalty: 4597.650879
	Iteration 78Q: 3 clusters Score -1290246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1290247.375000 Penalty: 4597.650879
	Iteration 79Q: 3 clusters Score -1290247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1290254.875000 Penalty: 4597.650879
	Iteration 80F: 3 clusters Score -1290255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1290252.500000 Penalty: 4597.650879
	Iteration 81Q: 3 clusters Score -1290252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1290255.250000 Penalty: 4597.650879
	Iteration 82Q: 3 clusters Score -1290255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1290256.500000 Penalty: 4597.650879
	Iteration 83Q: 3 clusters Score -1290256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1290256.500000 Penalty: 4597.650879
	Iteration 84Q: 3 clusters Score -1290256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1290257.250000 Penalty: 4597.650879
	Iteration 85Q: 3 clusters Score -1290257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1290257.875000 Penalty: 4597.650879
	Iteration 86Q: 3 clusters Score -1290258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1290257.625000 Penalty: 4597.650879
	Iteration 87Q: 3 clusters Score -1290258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1290260.375000 Penalty: 4597.650879
	Iteration 88Q: 3 clusters Score -1290260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1290257.625000 Penalty: 4597.650879
	Iteration 89Q: 3 clusters Score -1290258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1290258.750000 Penalty: 4597.650879
	Iteration 90Q: 3 clusters Score -1290259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1290258.750000 Penalty: 4597.650879
	Iteration 91F: 3 clusters Score -1290259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Entering Unmasked Estep 
Score: -3160110.500000 Penalty: 2511.989014
	Iteration 0F: 2 clusters Score -3160110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3142739.000000 Penalty: 5023.978027
	Iteration 0F: 3 clusters Score -3142739 nChanged 11212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3148621.250000 Penalty: 5023.978027
	Iteration 1F: 3 clusters Score -3148621 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3148955.750000 Penalty: 5023.978027
	Iteration 2Q: 3 clusters Score -3148956 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -3149252.250000 Penalty: 5023.978027
	Iteration 3Q: 3 clusters Score -3149252 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3149536.750000 Penalty: 5023.978027
	Iteration 4Q: 3 clusters Score -3149537 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -3149873.000000 Penalty: 5023.978027
	Iteration 5Q: 3 clusters Score -3149873 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -3150447.250000 Penalty: 5023.978027
	Iteration 6Q: 3 clusters Score -3150447 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -3151342.000000 Penalty: 5023.978027
	Iteration 7Q: 3 clusters Score -3151342 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -3152369.000000 Penalty: 5023.978027
	Iteration 8F: 3 clusters Score -3152369 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3153445.750000 Penalty: 5023.978027
	Iteration 9F: 3 clusters Score -3153446 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -3154538.500000 Penalty: 5023.978027
	Iteration 10F: 3 clusters Score -3154538 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3155520.500000 Penalty: 5023.978027
	Iteration 11F: 3 clusters Score -3155520 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3156401.500000 Penalty: 5023.978027
	Iteration 12F: 3 clusters Score -3156402 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3157196.500000 Penalty: 5023.978027
	Iteration 13Q: 3 clusters Score -3157196 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -3157885.750000 Penalty: 5023.978027
	Iteration 14Q: 3 clusters Score -3157886 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -3158533.500000 Penalty: 5023.978027
	Iteration 15Q: 3 clusters Score -3158534 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3159018.000000 Penalty: 5023.978027
	Iteration 16Q: 3 clusters Score -3159018 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3159322.500000 Penalty: 5023.978027
	Iteration 17Q: 3 clusters Score -3159322 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3159512.500000 Penalty: 5023.978027
	Iteration 18Q: 3 clusters Score -3159512 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3159641.500000 Penalty: 5023.978027
	Iteration 19Q: 3 clusters Score -3159642 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3159722.250000 Penalty: 5023.978027
	Iteration 20F: 3 clusters Score -3159722 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3159760.000000 Penalty: 5023.978027
	Iteration 21Q: 3 clusters Score -3159760 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3159787.250000 Penalty: 5023.978027
	Iteration 22Q: 3 clusters Score -3159787 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3159816.000000 Penalty: 5023.978027
	Iteration 23Q: 3 clusters Score -3159816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3159830.500000 Penalty: 5023.978027
	Iteration 24Q: 3 clusters Score -3159830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3159833.250000 Penalty: 5023.978027
	Iteration 25Q: 3 clusters Score -3159833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3159841.250000 Penalty: 5023.978027
	Iteration 26Q: 3 clusters Score -3159841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3159853.750000 Penalty: 5023.978027
	Iteration 27Q: 3 clusters Score -3159854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3159857.750000 Penalty: 5023.978027
	Iteration 28Q: 3 clusters Score -3159858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3159864.750000 Penalty: 5023.978027
	Iteration 29Q: 3 clusters Score -3159865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3159868.500000 Penalty: 5023.978027
	Iteration 30Q: 3 clusters Score -3159868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3159875.250000 Penalty: 5023.978027
	Iteration 31Q: 3 clusters Score -3159875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3159875.250000 Penalty: 5023.978027
	Iteration 32Q: 3 clusters Score -3159875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3159871.250000 Penalty: 5023.978027
	Iteration 33Q: 3 clusters Score -3159871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3159875.500000 Penalty: 5023.978027
	Iteration 34Q: 3 clusters Score -3159876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3159882.500000 Penalty: 5023.978027
	Iteration 35Q: 3 clusters Score -3159882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3159885.000000 Penalty: 5023.978027
	Iteration 36Q: 3 clusters Score -3159885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3159886.750000 Penalty: 5023.978027
	Iteration 37Q: 3 clusters Score -3159887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3159889.750000 Penalty: 5023.978027
	Iteration 38Q: 3 clusters Score -3159890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3159888.750000 Penalty: 5023.978027
	Iteration 39Q: 3 clusters Score -3159889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3159891.000000 Penalty: 5023.978027
	Iteration 40F: 3 clusters Score -3159891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3159890.000000 Penalty: 5023.978027
	Iteration 41Q: 3 clusters Score -3159890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3159890.000000 Penalty: 5023.978027
	Iteration 42F: 3 clusters Score -3159890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Entering Unmasked Estep 
Score: -983015.250000 Penalty: 2250.736572
	Iteration 0F: 2 clusters Score -983015.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -976156.375000 Penalty: 4501.473145
	Iteration 0F: 3 clusters Score -976156.4 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -978479.750000 Penalty: 4501.473145
	Iteration 1F: 3 clusters Score -978479.8 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -979233.000000 Penalty: 4501.473145
	Iteration 2F: 3 clusters Score -979233 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -979860.937500 Penalty: 4501.473145
	Iteration 3F: 3 clusters Score -979860.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -980358.062500 Penalty: 4501.473145
	Iteration 4F: 3 clusters Score -980358.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -980725.250000 Penalty: 4501.473145
	Iteration 5F: 3 clusters Score -980725.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -981012.250000 Penalty: 4501.473145
	Iteration 6Q: 3 clusters Score -981012.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -981243.125000 Penalty: 4501.473145
	Iteration 7Q: 3 clusters Score -981243.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -981442.625000 Penalty: 4501.473145
	Iteration 8Q: 3 clusters Score -981442.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -981589.625000 Penalty: 4501.473145
	Iteration 9Q: 3 clusters Score -981589.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -981684.375000 Penalty: 4501.473145
	Iteration 10Q: 3 clusters Score -981684.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -981749.500000 Penalty: 4501.473145
	Iteration 11Q: 3 clusters Score -981749.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -981790.250000 Penalty: 4501.473145
	Iteration 12Q: 3 clusters Score -981790.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -981829.187500 Penalty: 4501.473145
	Iteration 13Q: 3 clusters Score -981829.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -981852.437500 Penalty: 4501.473145
	Iteration 14Q: 3 clusters Score -981852.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -981871.562500 Penalty: 4501.473145
	Iteration 15Q: 3 clusters Score -981871.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -981886.250000 Penalty: 4501.473145
	Iteration 16Q: 3 clusters Score -981886.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -981898.625000 Penalty: 4501.473145
	Iteration 17Q: 3 clusters Score -981898.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -981905.750000 Penalty: 4501.473145
	Iteration 18Q: 3 clusters Score -981905.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -981908.562500 Penalty: 4501.473145
	Iteration 19Q: 3 clusters Score -981908.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -981913.562500 Penalty: 4501.473145
	Iteration 20F: 3 clusters Score -981913.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -981916.937500 Penalty: 4501.473145
	Iteration 21Q: 3 clusters Score -981916.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -981922.562500 Penalty: 4501.473145
	Iteration 22Q: 3 clusters Score -981922.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -981925.312500 Penalty: 4501.473145
	Iteration 23Q: 3 clusters Score -981925.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -981927.000000 Penalty: 4501.473145
	Iteration 24Q: 3 clusters Score -981927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -981930.125000 Penalty: 4501.473145
	Iteration 25Q: 3 clusters Score -981930.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -981933.687500 Penalty: 4501.473145
	Iteration 26Q: 3 clusters Score -981933.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -981934.250000 Penalty: 4501.473145
	Iteration 27Q: 3 clusters Score -981934.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -981936.062500 Penalty: 4501.473145
	Iteration 28Q: 3 clusters Score -981936.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -981939.187500 Penalty: 4501.473145
	Iteration 29Q: 3 clusters Score -981939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -981940.000000 Penalty: 4501.473145
	Iteration 30Q: 3 clusters Score -981940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -981941.562500 Penalty: 4501.473145
	Iteration 31Q: 3 clusters Score -981941.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -981941.687500 Penalty: 4501.473145
	Iteration 32Q: 3 clusters Score -981941.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -981941.687500 Penalty: 4501.473145
	Iteration 33F: 3 clusters Score -981941.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Entering Unmasked Estep 
Score: -6248252.000000 Penalty: 2675.628418
	Iteration 0F: 2 clusters Score -6248252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -6215678.000000 Penalty: 5351.256836
	Iteration 0F: 3 clusters Score -6215678 nChanged 22361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -6228386.500000 Penalty: 5351.256836
	Iteration 1F: 3 clusters Score -6228386 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -6229518.000000 Penalty: 5351.256836
	Iteration 2F: 3 clusters Score -6229518 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -6231171.500000 Penalty: 5351.256836
	Iteration 3F: 3 clusters Score -6231172 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -6233611.000000 Penalty: 5351.256836
	Iteration 4F: 3 clusters Score -6233611 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -6236860.500000 Penalty: 5351.256836
	Iteration 5F: 3 clusters Score -6236860 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -6240336.000000 Penalty: 5351.256836
	Iteration 6F: 3 clusters Score -6240336 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -6242969.000000 Penalty: 5351.256836
	Iteration 7F: 3 clusters Score -6242969 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -6244510.000000 Penalty: 5351.256836
	Iteration 8Q: 3 clusters Score -6244510 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -6245234.500000 Penalty: 5351.256836
	Iteration 9Q: 3 clusters Score -6245234 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -6245564.500000 Penalty: 5351.256836
	Iteration 10Q: 3 clusters Score -6245564 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -6245739.000000 Penalty: 5351.256836
	Iteration 11Q: 3 clusters Score -6245739 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -6245809.500000 Penalty: 5351.256836
	Iteration 12Q: 3 clusters Score -6245810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -6245865.500000 Penalty: 5351.256836
	Iteration 13Q: 3 clusters Score -6245866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -6245905.500000 Penalty: 5351.256836
	Iteration 14Q: 3 clusters Score -6245906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -6245919.500000 Penalty: 5351.256836
	Iteration 15Q: 3 clusters Score -6245920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -6245941.000000 Penalty: 5351.256836
	Iteration 16Q: 3 clusters Score -6245941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -6245949.000000 Penalty: 5351.256836
	Iteration 17Q: 3 clusters Score -6245949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -6245958.000000 Penalty: 5351.256836
	Iteration 18Q: 3 clusters Score -6245958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -6245959.500000 Penalty: 5351.256836
	Iteration 19Q: 3 clusters Score -6245960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -6245958.500000 Penalty: 5351.256836
	Iteration 20F: 3 clusters Score -6245958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -6245958.500000 Penalty: 5351.256836
	Iteration 21Q: 3 clusters Score -6245958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -6245968.500000 Penalty: 5351.256836
	Iteration 22Q: 3 clusters Score -6245968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -6245967.500000 Penalty: 5351.256836
	Iteration 23Q: 3 clusters Score -6245968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -6245970.500000 Penalty: 5351.256836
	Iteration 24Q: 3 clusters Score -6245970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -6245973.500000 Penalty: 5351.256836
	Iteration 25Q: 3 clusters Score -6245974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -6245970.500000 Penalty: 5351.256836
	Iteration 26Q: 3 clusters Score -6245970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -6245979.500000 Penalty: 5351.256836
	Iteration 27Q: 3 clusters Score -6245980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -6245979.500000 Penalty: 5351.256836
	Iteration 28Q: 3 clusters Score -6245980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -6245979.000000 Penalty: 5351.256836
	Iteration 29Q: 3 clusters Score -6245979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -6245979.000000 Penalty: 5351.256836
	Iteration 30F: 3 clusters Score -6245979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -27969.763672 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -27969.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26769.621094 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -26769.62 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27168.031250 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -27168.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27312.226562 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -27312.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27411.019531 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -27411.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27525.320312 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -27525.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27732.363281 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -27732.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27804.400391 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -27804.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27844.279297 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -27844.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27844.279297 Penalty: 2922.255371
	Iteration 8F: 3 clusters Score -27844.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Entering Unmasked Estep 
Score: -2816213.500000 Penalty: 2493.140137
	Iteration 0F: 2 clusters Score -2816214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2800024.750000 Penalty: 4986.280273
	Iteration 0F: 3 clusters Score -2800025 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2805823.500000 Penalty: 4986.280273
	Iteration 1F: 3 clusters Score -2805824 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2806674.500000 Penalty: 4986.280273
	Iteration 2F: 3 clusters Score -2806674 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2807657.500000 Penalty: 4986.280273
	Iteration 3F: 3 clusters Score -2807658 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2808717.250000 Penalty: 4986.280273
	Iteration 4F: 3 clusters Score -2808717 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2809732.500000 Penalty: 4986.280273
	Iteration 5F: 3 clusters Score -2809732 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2810586.750000 Penalty: 4986.280273
	Iteration 6F: 3 clusters Score -2810587 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2811254.500000 Penalty: 4986.280273
	Iteration 7Q: 3 clusters Score -2811254 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2811796.000000 Penalty: 4986.280273
	Iteration 8Q: 3 clusters Score -2811796 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2812212.500000 Penalty: 4986.280273
	Iteration 9Q: 3 clusters Score -2812212 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2812549.500000 Penalty: 4986.280273
	Iteration 10Q: 3 clusters Score -2812550 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2812836.250000 Penalty: 4986.280273
	Iteration 11Q: 3 clusters Score -2812836 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2813081.750000 Penalty: 4986.280273
	Iteration 12Q: 3 clusters Score -2813082 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2813287.250000 Penalty: 4986.280273
	Iteration 13Q: 3 clusters Score -2813287 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2813440.250000 Penalty: 4986.280273
	Iteration 14Q: 3 clusters Score -2813440 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2813544.500000 Penalty: 4986.280273
	Iteration 15Q: 3 clusters Score -2813544 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2813614.250000 Penalty: 4986.280273
	Iteration 16Q: 3 clusters Score -2813614 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2813702.750000 Penalty: 4986.280273
	Iteration 17Q: 3 clusters Score -2813703 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2813758.750000 Penalty: 4986.280273
	Iteration 18Q: 3 clusters Score -2813759 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2813829.000000 Penalty: 4986.280273
	Iteration 19Q: 3 clusters Score -2813829 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2813887.250000 Penalty: 4986.280273
	Iteration 20F: 3 clusters Score -2813887 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2813941.500000 Penalty: 4986.280273
	Iteration 21Q: 3 clusters Score -2813942 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2813989.000000 Penalty: 4986.280273
	Iteration 22Q: 3 clusters Score -2813989 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2814007.500000 Penalty: 4986.280273
	Iteration 23Q: 3 clusters Score -2814008 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2814040.750000 Penalty: 4986.280273
	Iteration 24Q: 3 clusters Score -2814041 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2814079.750000 Penalty: 4986.280273
	Iteration 25Q: 3 clusters Score -2814080 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2814125.750000 Penalty: 4986.280273
	Iteration 26Q: 3 clusters Score -2814126 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2814163.750000 Penalty: 4986.280273
	Iteration 27Q: 3 clusters Score -2814164 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2814209.000000 Penalty: 4986.280273
	Iteration 28Q: 3 clusters Score -2814209 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2814249.250000 Penalty: 4986.280273
	Iteration 29Q: 3 clusters Score -2814249 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2814290.000000 Penalty: 4986.280273
	Iteration 30Q: 3 clusters Score -2814290 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2814320.250000 Penalty: 4986.280273
	Iteration 31Q: 3 clusters Score -2814320 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2814359.000000 Penalty: 4986.280273
	Iteration 32Q: 3 clusters Score -2814359 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2814402.250000 Penalty: 4986.280273
	Iteration 33Q: 3 clusters Score -2814402 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2814455.500000 Penalty: 4986.280273
	Iteration 34Q: 3 clusters Score -2814456 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2814528.750000 Penalty: 4986.280273
	Iteration 35Q: 3 clusters Score -2814529 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2814591.250000 Penalty: 4986.280273
	Iteration 36Q: 3 clusters Score -2814591 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2814675.750000 Penalty: 4986.280273
	Iteration 37Q: 3 clusters Score -2814676 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2814798.750000 Penalty: 4986.280273
	Iteration 38Q: 3 clusters Score -2814799 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2814893.500000 Penalty: 4986.280273
	Iteration 39Q: 3 clusters Score -2814894 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2814954.000000 Penalty: 4986.280273
	Iteration 40F: 3 clusters Score -2814954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2814985.000000 Penalty: 4986.280273
	Iteration 41Q: 3 clusters Score -2814985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2814991.750000 Penalty: 4986.280273
	Iteration 42Q: 3 clusters Score -2814992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2815009.500000 Penalty: 4986.280273
	Iteration 43Q: 3 clusters Score -2815010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2815017.000000 Penalty: 4986.280273
	Iteration 44Q: 3 clusters Score -2815017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2815022.500000 Penalty: 4986.280273
	Iteration 45Q: 3 clusters Score -2815022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2815025.500000 Penalty: 4986.280273
	Iteration 46Q: 3 clusters Score -2815026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2815032.000000 Penalty: 4986.280273
	Iteration 47Q: 3 clusters Score -2815032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2815040.250000 Penalty: 4986.280273
	Iteration 48Q: 3 clusters Score -2815040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2815040.750000 Penalty: 4986.280273
	Iteration 49Q: 3 clusters Score -2815041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2815038.000000 Penalty: 4986.280273
	Iteration 50Q: 3 clusters Score -2815038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2815042.250000 Penalty: 4986.280273
	Iteration 51Q: 3 clusters Score -2815042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2815042.000000 Penalty: 4986.280273
	Iteration 52Q: 3 clusters Score -2815042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2815040.000000 Penalty: 4986.280273
	Iteration 53Q: 3 clusters Score -2815040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2815047.000000 Penalty: 4986.280273
	Iteration 54Q: 3 clusters Score -2815047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2815051.000000 Penalty: 4986.280273
	Iteration 55Q: 3 clusters Score -2815051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2815053.500000 Penalty: 4986.280273
	Iteration 56Q: 3 clusters Score -2815054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2815052.750000 Penalty: 4986.280273
	Iteration 57Q: 3 clusters Score -2815053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2815049.750000 Penalty: 4986.280273
	Iteration 58Q: 3 clusters Score -2815050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2815047.000000 Penalty: 4986.280273
	Iteration 59Q: 3 clusters Score -2815047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2815046.500000 Penalty: 4986.280273
	Iteration 60F: 3 clusters Score -2815046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Entering Unmasked Estep 
Score: -1668681.250000 Penalty: 2353.054688
	Iteration 0F: 2 clusters Score -1668681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1659010.250000 Penalty: 4706.109375
	Iteration 0F: 3 clusters Score -1659010 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1662039.500000 Penalty: 4706.109375
	Iteration 1F: 3 clusters Score -1662040 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1662436.250000 Penalty: 4706.109375
	Iteration 2F: 3 clusters Score -1662436 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1662829.250000 Penalty: 4706.109375
	Iteration 3F: 3 clusters Score -1662829 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1663331.125000 Penalty: 4706.109375
	Iteration 4F: 3 clusters Score -1663331 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1663935.125000 Penalty: 4706.109375
	Iteration 5F: 3 clusters Score -1663935 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1664607.750000 Penalty: 4706.109375
	Iteration 6F: 3 clusters Score -1664608 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1665309.375000 Penalty: 4706.109375
	Iteration 7F: 3 clusters Score -1665309 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1665848.625000 Penalty: 4706.109375
	Iteration 8F: 3 clusters Score -1665849 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1666198.500000 Penalty: 4706.109375
	Iteration 9Q: 3 clusters Score -1666198 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1666391.125000 Penalty: 4706.109375
	Iteration 10Q: 3 clusters Score -1666391 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1666511.000000 Penalty: 4706.109375
	Iteration 11Q: 3 clusters Score -1666511 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1666583.250000 Penalty: 4706.109375
	Iteration 12Q: 3 clusters Score -1666583 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1666619.250000 Penalty: 4706.109375
	Iteration 13Q: 3 clusters Score -1666619 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1666656.250000 Penalty: 4706.109375
	Iteration 14Q: 3 clusters Score -1666656 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1666681.125000 Penalty: 4706.109375
	Iteration 15Q: 3 clusters Score -1666681 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1666697.250000 Penalty: 4706.109375
	Iteration 16Q: 3 clusters Score -1666697 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1666716.375000 Penalty: 4706.109375
	Iteration 17Q: 3 clusters Score -1666716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1666723.750000 Penalty: 4706.109375
	Iteration 18Q: 3 clusters Score -1666724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1666734.500000 Penalty: 4706.109375
	Iteration 19Q: 3 clusters Score -1666734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1666743.250000 Penalty: 4706.109375
	Iteration 20F: 3 clusters Score -1666743 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1666757.750000 Penalty: 4706.109375
	Iteration 21Q: 3 clusters Score -1666758 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1666766.500000 Penalty: 4706.109375
	Iteration 22Q: 3 clusters Score -1666766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1666772.375000 Penalty: 4706.109375
	Iteration 23Q: 3 clusters Score -1666772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1666781.500000 Penalty: 4706.109375
	Iteration 24Q: 3 clusters Score -1666782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1666794.625000 Penalty: 4706.109375
	Iteration 25Q: 3 clusters Score -1666795 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1666804.875000 Penalty: 4706.109375
	Iteration 26Q: 3 clusters Score -1666805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1666812.000000 Penalty: 4706.109375
	Iteration 27Q: 3 clusters Score -1666812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1666815.250000 Penalty: 4706.109375
	Iteration 28Q: 3 clusters Score -1666815 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1666820.125000 Penalty: 4706.109375
	Iteration 29Q: 3 clusters Score -1666820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1666827.750000 Penalty: 4706.109375
	Iteration 30Q: 3 clusters Score -1666828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1666832.250000 Penalty: 4706.109375
	Iteration 31Q: 3 clusters Score -1666832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1666834.625000 Penalty: 4706.109375
	Iteration 32Q: 3 clusters Score -1666835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1666843.875000 Penalty: 4706.109375
	Iteration 33Q: 3 clusters Score -1666844 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1666854.625000 Penalty: 4706.109375
	Iteration 34Q: 3 clusters Score -1666855 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1666864.375000 Penalty: 4706.109375
	Iteration 35Q: 3 clusters Score -1666864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1666864.375000 Penalty: 4706.109375
	Iteration 36Q: 3 clusters Score -1666864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1666874.125000 Penalty: 4706.109375
	Iteration 37Q: 3 clusters Score -1666874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1666879.500000 Penalty: 4706.109375
	Iteration 38Q: 3 clusters Score -1666880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1666884.500000 Penalty: 4706.109375
	Iteration 39Q: 3 clusters Score -1666884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1666890.000000 Penalty: 4706.109375
	Iteration 40F: 3 clusters Score -1666890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1666896.375000 Penalty: 4706.109375
	Iteration 41Q: 3 clusters Score -1666896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1666904.625000 Penalty: 4706.109375
	Iteration 42Q: 3 clusters Score -1666905 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1666909.125000 Penalty: 4706.109375
	Iteration 43Q: 3 clusters Score -1666909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1666918.125000 Penalty: 4706.109375
	Iteration 44Q: 3 clusters Score -1666918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1666922.750000 Penalty: 4706.109375
	Iteration 45Q: 3 clusters Score -1666923 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1666933.875000 Penalty: 4706.109375
	Iteration 46Q: 3 clusters Score -1666934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1666947.250000 Penalty: 4706.109375
	Iteration 47Q: 3 clusters Score -1666947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1666946.125000 Penalty: 4706.109375
	Iteration 48Q: 3 clusters Score -1666946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1666954.000000 Penalty: 4706.109375
	Iteration 49Q: 3 clusters Score -1666954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1666962.750000 Penalty: 4706.109375
	Iteration 50Q: 3 clusters Score -1666963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1666963.250000 Penalty: 4706.109375
	Iteration 51Q: 3 clusters Score -1666963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1666969.000000 Penalty: 4706.109375
	Iteration 52Q: 3 clusters Score -1666969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1666972.250000 Penalty: 4706.109375
	Iteration 53Q: 3 clusters Score -1666972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1666973.750000 Penalty: 4706.109375
	Iteration 54Q: 3 clusters Score -1666974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1666980.000000 Penalty: 4706.109375
	Iteration 55Q: 3 clusters Score -1666980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1666983.625000 Penalty: 4706.109375
	Iteration 56Q: 3 clusters Score -1666984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1666989.750000 Penalty: 4706.109375
	Iteration 57Q: 3 clusters Score -1666990 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1666993.250000 Penalty: 4706.109375
	Iteration 58Q: 3 clusters Score -1666993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1666995.625000 Penalty: 4706.109375
	Iteration 59Q: 3 clusters Score -1666996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1666999.375000 Penalty: 4706.109375
	Iteration 60F: 3 clusters Score -1666999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1667006.000000 Penalty: 4706.109375
	Iteration 61Q: 3 clusters Score -1667006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1667008.000000 Penalty: 4706.109375
	Iteration 62Q: 3 clusters Score -1667008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1667010.625000 Penalty: 4706.109375
	Iteration 63Q: 3 clusters Score -1667011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1667008.750000 Penalty: 4706.109375
	Iteration 64Q: 3 clusters Score -1667009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1667016.750000 Penalty: 4706.109375
	Iteration 65Q: 3 clusters Score -1667017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1667017.750000 Penalty: 4706.109375
	Iteration 66Q: 3 clusters Score -1667018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1667023.000000 Penalty: 4706.109375
	Iteration 67Q: 3 clusters Score -1667023 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1667030.625000 Penalty: 4706.109375
	Iteration 68Q: 3 clusters Score -1667031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1667038.875000 Penalty: 4706.109375
	Iteration 69Q: 3 clusters Score -1667039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1667040.750000 Penalty: 4706.109375
	Iteration 70Q: 3 clusters Score -1667041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1667046.375000 Penalty: 4706.109375
	Iteration 71Q: 3 clusters Score -1667046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1667049.625000 Penalty: 4706.109375
	Iteration 72Q: 3 clusters Score -1667050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1667053.625000 Penalty: 4706.109375
	Iteration 73Q: 3 clusters Score -1667054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1667059.875000 Penalty: 4706.109375
	Iteration 74Q: 3 clusters Score -1667060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1667063.125000 Penalty: 4706.109375
	Iteration 75Q: 3 clusters Score -1667063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1667064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1667065.625000 Penalty: 4706.109375
	Iteration 77Q: 3 clusters Score -1667066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1667068.875000 Penalty: 4706.109375
	Iteration 78Q: 3 clusters Score -1667069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1667072.000000 Penalty: 4706.109375
	Iteration 79Q: 3 clusters Score -1667072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1667074.750000 Penalty: 4706.109375
	Iteration 80F: 3 clusters Score -1667075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1667073.375000 Penalty: 4706.109375
	Iteration 81Q: 3 clusters Score -1667073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1667074.625000 Penalty: 4706.109375
	Iteration 82Q: 3 clusters Score -1667075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1667080.875000 Penalty: 4706.109375
	Iteration 83Q: 3 clusters Score -1667081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1667078.625000 Penalty: 4706.109375
	Iteration 84Q: 3 clusters Score -1667079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1667083.000000 Penalty: 4706.109375
	Iteration 85Q: 3 clusters Score -1667083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1667083.125000 Penalty: 4706.109375
	Iteration 86Q: 3 clusters Score -1667083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1667084.750000 Penalty: 4706.109375
	Iteration 87Q: 3 clusters Score -1667085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1667084.125000 Penalty: 4706.109375
	Iteration 88Q: 3 clusters Score -1667084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1667092.625000 Penalty: 4706.109375
	Iteration 89Q: 3 clusters Score -1667093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1667090.125000 Penalty: 4706.109375
	Iteration 90Q: 3 clusters Score -1667090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1667096.125000 Penalty: 4706.109375
	Iteration 91Q: 3 clusters Score -1667096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1667098.375000 Penalty: 4706.109375
	Iteration 92Q: 3 clusters Score -1667098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1667103.000000 Penalty: 4706.109375
	Iteration 93Q: 3 clusters Score -1667103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1667105.125000 Penalty: 4706.109375
	Iteration 94Q: 3 clusters Score -1667105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1667106.625000 Penalty: 4706.109375
	Iteration 95Q: 3 clusters Score -1667107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1667108.125000 Penalty: 4706.109375
	Iteration 96Q: 3 clusters Score -1667108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1667107.250000 Penalty: 4706.109375
	Iteration 97Q: 3 clusters Score -1667107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1667107.625000 Penalty: 4706.109375
	Iteration 98Q: 3 clusters Score -1667108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1667109.250000 Penalty: 4706.109375
	Iteration 99Q: 3 clusters Score -1667109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1667107.625000 Penalty: 4706.109375
	Iteration 100F: 3 clusters Score -1667108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1667110.000000 Penalty: 4706.109375
	Iteration 101Q: 3 clusters Score -1667110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1667109.625000 Penalty: 4706.109375
	Iteration 102Q: 3 clusters Score -1667110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1667116.250000 Penalty: 4706.109375
	Iteration 103Q: 3 clusters Score -1667116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1667114.125000 Penalty: 4706.109375
	Iteration 104Q: 3 clusters Score -1667114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1667114.250000 Penalty: 4706.109375
	Iteration 105Q: 3 clusters Score -1667114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1667117.625000 Penalty: 4706.109375
	Iteration 106Q: 3 clusters Score -1667118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1667116.000000 Penalty: 4706.109375
	Iteration 107Q: 3 clusters Score -1667116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1667114.000000 Penalty: 4706.109375
	Iteration 108Q: 3 clusters Score -1667114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1667121.125000 Penalty: 4706.109375
	Iteration 109Q: 3 clusters Score -1667121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1667117.000000 Penalty: 4706.109375
	Iteration 110Q: 3 clusters Score -1667117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1667118.750000 Penalty: 4706.109375
	Iteration 111Q: 3 clusters Score -1667119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1667122.750000 Penalty: 4706.109375
	Iteration 112Q: 3 clusters Score -1667123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1667122.750000 Penalty: 4706.109375
	Iteration 113Q: 3 clusters Score -1667123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1667126.750000 Penalty: 4706.109375
	Iteration 114Q: 3 clusters Score -1667127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1667125.625000 Penalty: 4706.109375
	Iteration 115Q: 3 clusters Score -1667126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1667133.500000 Penalty: 4706.109375
	Iteration 116Q: 3 clusters Score -1667134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1667130.625000 Penalty: 4706.109375
	Iteration 117Q: 3 clusters Score -1667131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1667137.625000 Penalty: 4706.109375
	Iteration 118Q: 3 clusters Score -1667138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1667135.875000 Penalty: 4706.109375
	Iteration 119Q: 3 clusters Score -1667136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1667141.000000 Penalty: 4706.109375
	Iteration 120F: 3 clusters Score -1667141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1667146.125000 Penalty: 4706.109375
	Iteration 121Q: 3 clusters Score -1667146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1667147.125000 Penalty: 4706.109375
	Iteration 122Q: 3 clusters Score -1667147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1667147.750000 Penalty: 4706.109375
	Iteration 123Q: 3 clusters Score -1667148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1667150.500000 Penalty: 4706.109375
	Iteration 124Q: 3 clusters Score -1667150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1667150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
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	Iteration 126F: 3 clusters Score -1667150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10893 members 
Entering Unmasked Estep 
Score: -1382386.125000 Penalty: 2305.377197
	Iteration 0F: 2 clusters Score -1382386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1374220.625000 Penalty: 4610.754395
	Iteration 0F: 3 clusters Score -1374221 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1376737.125000 Penalty: 4610.754395
	Iteration 1F: 3 clusters Score -1376737 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1377138 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1377485.750000 Penalty: 4610.754395
	Iteration 3F: 3 clusters Score -1377486 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1377807.625000 Penalty: 4610.754395
	Iteration 4F: 3 clusters Score -1377808 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1378143.000000 Penalty: 4610.754395
	Iteration 5F: 3 clusters Score -1378143 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1378533.875000 Penalty: 4610.754395
	Iteration 6F: 3 clusters Score -1378534 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1378871.625000 Penalty: 4610.754395
	Iteration 7Q: 3 clusters Score -1378872 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1379179.625000 Penalty: 4610.754395
	Iteration 8Q: 3 clusters Score -1379180 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1379437.750000 Penalty: 4610.754395
	Iteration 9Q: 3 clusters Score -1379438 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1379655.875000 Penalty: 4610.754395
	Iteration 10Q: 3 clusters Score -1379656 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1379832.500000 Penalty: 4610.754395
	Iteration 11Q: 3 clusters Score -1379832 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1379961.500000 Penalty: 4610.754395
	Iteration 12Q: 3 clusters Score -1379962 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1380054.375000 Penalty: 4610.754395
	Iteration 13Q: 3 clusters Score -1380054 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1380136.375000 Penalty: 4610.754395
	Iteration 14Q: 3 clusters Score -1380136 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1380186.000000 Penalty: 4610.754395
	Iteration 15Q: 3 clusters Score -1380186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1380230.250000 Penalty: 4610.754395
	Iteration 16Q: 3 clusters Score -1380230 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1380263.875000 Penalty: 4610.754395
	Iteration 17Q: 3 clusters Score -1380264 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1380303.375000 Penalty: 4610.754395
	Iteration 18Q: 3 clusters Score -1380303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1380329.500000 Penalty: 4610.754395
	Iteration 19Q: 3 clusters Score -1380330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1380348.125000 Penalty: 4610.754395
	Iteration 20F: 3 clusters Score -1380348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1380360.750000 Penalty: 4610.754395
	Iteration 21Q: 3 clusters Score -1380361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1380364.375000 Penalty: 4610.754395
	Iteration 22Q: 3 clusters Score -1380364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1380366.250000 Penalty: 4610.754395
	Iteration 23Q: 3 clusters Score -1380366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1380370.250000 Penalty: 4610.754395
	Iteration 24Q: 3 clusters Score -1380370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1380371.375000 Penalty: 4610.754395
	Iteration 25Q: 3 clusters Score -1380371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1380375.250000 Penalty: 4610.754395
	Iteration 26Q: 3 clusters Score -1380375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1380375.875000 Penalty: 4610.754395
	Iteration 27Q: 3 clusters Score -1380376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1380379.250000 Penalty: 4610.754395
	Iteration 28Q: 3 clusters Score -1380379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1380378.875000 Penalty: 4610.754395
	Iteration 29Q: 3 clusters Score -1380379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1380385.750000 Penalty: 4610.754395
	Iteration 30Q: 3 clusters Score -1380386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1380386.375000 Penalty: 4610.754395
	Iteration 31Q: 3 clusters Score -1380386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1380389.250000 Penalty: 4610.754395
	Iteration 32Q: 3 clusters Score -1380389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1380392.625000 Penalty: 4610.754395
	Iteration 33Q: 3 clusters Score -1380393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1380397.000000 Penalty: 4610.754395
	Iteration 34Q: 3 clusters Score -1380397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1380398.625000 Penalty: 4610.754395
	Iteration 35Q: 3 clusters Score -1380399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1380399.875000 Penalty: 4610.754395
	Iteration 36Q: 3 clusters Score -1380400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1380401.000000 Penalty: 4610.754395
	Iteration 37Q: 3 clusters Score -1380401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1380401.000000 Penalty: 4610.754395
	Iteration 38F: 3 clusters Score -1380401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Entering Unmasked Estep 
Score: -1798130.250000 Penalty: 2378.864502
	Iteration 0F: 2 clusters Score -1798130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1787460.500000 Penalty: 4757.729004
	Iteration 0F: 3 clusters Score -1787460 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1791262.000000 Penalty: 4757.729004
	Iteration 1F: 3 clusters Score -1791262 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1792125.375000 Penalty: 4757.729004
	Iteration 2F: 3 clusters Score -1792125 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1793227.000000 Penalty: 4757.729004
	Iteration 3F: 3 clusters Score -1793227 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1794550.750000 Penalty: 4757.729004
	Iteration 4F: 3 clusters Score -1794551 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1795751.125000 Penalty: 4757.729004
	Iteration 5F: 3 clusters Score -1795751 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1796569.625000 Penalty: 4757.729004
	Iteration 6F: 3 clusters Score -1796570 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1797013.375000 Penalty: 4757.729004
	Iteration 7Q: 3 clusters Score -1797013 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1797175.750000 Penalty: 4757.729004
	Iteration 8Q: 3 clusters Score -1797176 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1797268.750000 Penalty: 4757.729004
	Iteration 9Q: 3 clusters Score -1797269 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1797314.625000 Penalty: 4757.729004
	Iteration 10Q: 3 clusters Score -1797315 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1797338.625000 Penalty: 4757.729004
	Iteration 11Q: 3 clusters Score -1797339 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1797351.375000 Penalty: 4757.729004
	Iteration 12Q: 3 clusters Score -1797351 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1797360.500000 Penalty: 4757.729004
	Iteration 13Q: 3 clusters Score -1797360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1797369.875000 Penalty: 4757.729004
	Iteration 14Q: 3 clusters Score -1797370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1797377.125000 Penalty: 4757.729004
	Iteration 15Q: 3 clusters Score -1797377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1797383.500000 Penalty: 4757.729004
	Iteration 16Q: 3 clusters Score -1797384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1797388.500000 Penalty: 4757.729004
	Iteration 17Q: 3 clusters Score -1797388 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1797395.625000 Penalty: 4757.729004
	Iteration 18Q: 3 clusters Score -1797396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1797409.000000 Penalty: 4757.729004
	Iteration 19Q: 3 clusters Score -1797409 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1797417.500000 Penalty: 4757.729004
	Iteration 20F: 3 clusters Score -1797418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1797419.250000 Penalty: 4757.729004
	Iteration 21Q: 3 clusters Score -1797419 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1797423.500000 Penalty: 4757.729004
	Iteration 22Q: 3 clusters Score -1797424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1797430.000000 Penalty: 4757.729004
	Iteration 23Q: 3 clusters Score -1797430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1797435.250000 Penalty: 4757.729004
	Iteration 24Q: 3 clusters Score -1797435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1797439.500000 Penalty: 4757.729004
	Iteration 25Q: 3 clusters Score -1797440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1797438.750000 Penalty: 4757.729004
	Iteration 26Q: 3 clusters Score -1797439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1797439.000000 Penalty: 4757.729004
	Iteration 27Q: 3 clusters Score -1797439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1797440.750000 Penalty: 4757.729004
	Iteration 28Q: 3 clusters Score -1797441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1797441.500000 Penalty: 4757.729004
	Iteration 29Q: 3 clusters Score -1797442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1797441.375000 Penalty: 4757.729004
	Iteration 30Q: 3 clusters Score -1797441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1797440.750000 Penalty: 4757.729004
	Iteration 31Q: 3 clusters Score -1797441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1797443.250000 Penalty: 4757.729004
	Iteration 32Q: 3 clusters Score -1797443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1797440.750000 Penalty: 4757.729004
	Iteration 33Q: 3 clusters Score -1797441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1797442.875000 Penalty: 4757.729004
	Iteration 34Q: 3 clusters Score -1797443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1797442.625000 Penalty: 4757.729004
	Iteration 35Q: 3 clusters Score -1797443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1797442.625000 Penalty: 4757.729004
	Iteration 36F: 3 clusters Score -1797443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (181641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181641 members 
Entering Unmasked Estep 
Score: -23289458.000000 Penalty: 3003.227295
	Iteration 0F: 2 clusters Score -2.328946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91110 members 
Mstep: Class 2 contains 90531 members 
Entering Unmasked Estep 
Score: -23167814.000000 Penalty: 6006.454590
	Iteration 0F: 3 clusters Score -2.316781e+07 nChanged 87242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -23219096.000000 Penalty: 6006.454590
	Iteration 1F: 3 clusters Score -2.32191e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99271 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -23220404.000000 Penalty: 6006.454590
	Iteration 2Q: 3 clusters Score -2.32204e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104104 members 
Mstep: Class 2 contains 77537 members 
Entering Unmasked Estep 
Score: -23222560.000000 Penalty: 6006.454590
	Iteration 3Q: 3 clusters Score -2.322256e+07 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111326 members 
Mstep: Class 2 contains 70315 members 
Entering Unmasked Estep 
Score: -23226174.000000 Penalty: 6006.454590
	Iteration 4Q: 3 clusters Score -2.322617e+07 nChanged 10825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121755 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -23232510.000000 Penalty: 6006.454590
	Iteration 5F: 3 clusters Score -2.323251e+07 nChanged 14361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136030 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -23243446.000000 Penalty: 6006.454590
	Iteration 6F: 3 clusters Score -2.324345e+07 nChanged 16385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152387 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -23258872.000000 Penalty: 6006.454590
	Iteration 7F: 3 clusters Score -2.325887e+07 nChanged 14419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166800 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -23273202.000000 Penalty: 6006.454590
	Iteration 8F: 3 clusters Score -2.32732e+07 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175592 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -23281638.000000 Penalty: 6006.454590
	Iteration 9Q: 3 clusters Score -2.328164e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179342 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -23284986.000000 Penalty: 6006.454590
	Iteration 10Q: 3 clusters Score -2.328499e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180640 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -23286042.000000 Penalty: 6006.454590
	Iteration 11Q: 3 clusters Score -2.328604e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181049 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -23286476.000000 Penalty: 6006.454590
	Iteration 12Q: 3 clusters Score -2.328648e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181182 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -23286638.000000 Penalty: 6006.454590
	Iteration 13Q: 3 clusters Score -2.328664e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181240 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -23286726.000000 Penalty: 6006.454590
	Iteration 14Q: 3 clusters Score -2.328673e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181264 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -23286778.000000 Penalty: 6006.454590
	Iteration 15Q: 3 clusters Score -2.328678e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181272 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -23286832.000000 Penalty: 6006.454590
	Iteration 16Q: 3 clusters Score -2.328683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181272 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -23286862.000000 Penalty: 6006.454590
	Iteration 17Q: 3 clusters Score -2.328686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181275 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -23286884.000000 Penalty: 6006.454590
	Iteration 18Q: 3 clusters Score -2.328688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181272 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -23286892.000000 Penalty: 6006.454590
	Iteration 19Q: 3 clusters Score -2.328689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181269 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -23286912.000000 Penalty: 6006.454590
	Iteration 20F: 3 clusters Score -2.328691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181267 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -23286918.000000 Penalty: 6006.454590
	Iteration 21Q: 3 clusters Score -2.328692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181265 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -23286914.000000 Penalty: 6006.454590
	Iteration 22Q: 3 clusters Score -2.328691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181264 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -23286914.000000 Penalty: 6006.454590
	Iteration 23Q: 3 clusters Score -2.328691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181264 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -23286914.000000 Penalty: 6006.454590
	Iteration 24F: 3 clusters Score -2.328691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Entering Unmasked Estep 
Score: -1540808.000000 Penalty: 2332.603760
	Iteration 0F: 2 clusters Score -1540808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1531746.250000 Penalty: 4665.207520
	Iteration 0F: 3 clusters Score -1531746 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1534556.250000 Penalty: 4665.207520
	Iteration 1F: 3 clusters Score -1534556 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1535159.000000 Penalty: 4665.207520
	Iteration 2F: 3 clusters Score -1535159 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1535868.875000 Penalty: 4665.207520
	Iteration 3F: 3 clusters Score -1535869 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1536655.250000 Penalty: 4665.207520
	Iteration 4F: 3 clusters Score -1536655 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1537421.625000 Penalty: 4665.207520
	Iteration 5F: 3 clusters Score -1537422 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1538059.125000 Penalty: 4665.207520
	Iteration 6F: 3 clusters Score -1538059 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1538474.875000 Penalty: 4665.207520
	Iteration 7Q: 3 clusters Score -1538475 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1538737.750000 Penalty: 4665.207520
	Iteration 8Q: 3 clusters Score -1538738 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1538921.375000 Penalty: 4665.207520
	Iteration 9Q: 3 clusters Score -1538921 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1539049.875000 Penalty: 4665.207520
	Iteration 10Q: 3 clusters Score -1539050 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1539132.875000 Penalty: 4665.207520
	Iteration 11Q: 3 clusters Score -1539133 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1539214.000000 Penalty: 4665.207520
	Iteration 12Q: 3 clusters Score -1539214 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1539276.500000 Penalty: 4665.207520
	Iteration 13Q: 3 clusters Score -1539276 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1539339.000000 Penalty: 4665.207520
	Iteration 14Q: 3 clusters Score -1539339 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1539403.250000 Penalty: 4665.207520
	Iteration 15Q: 3 clusters Score -1539403 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1539461.000000 Penalty: 4665.207520
	Iteration 16Q: 3 clusters Score -1539461 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1539500.625000 Penalty: 4665.207520
	Iteration 17Q: 3 clusters Score -1539501 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1539526.500000 Penalty: 4665.207520
	Iteration 18Q: 3 clusters Score -1539526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1539545.750000 Penalty: 4665.207520
	Iteration 19Q: 3 clusters Score -1539546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1539564.125000 Penalty: 4665.207520
	Iteration 20F: 3 clusters Score -1539564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1539577.000000 Penalty: 4665.207520
	Iteration 21Q: 3 clusters Score -1539577 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1539588.625000 Penalty: 4665.207520
	Iteration 22Q: 3 clusters Score -1539589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1539596.000000 Penalty: 4665.207520
	Iteration 23Q: 3 clusters Score -1539596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1539601.750000 Penalty: 4665.207520
	Iteration 24Q: 3 clusters Score -1539602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1539602.000000 Penalty: 4665.207520
	Iteration 25Q: 3 clusters Score -1539602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1539605.625000 Penalty: 4665.207520
	Iteration 26Q: 3 clusters Score -1539606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1539609.875000 Penalty: 4665.207520
	Iteration 27Q: 3 clusters Score -1539610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1539606.250000 Penalty: 4665.207520
	Iteration 28Q: 3 clusters Score -1539606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1539608.125000 Penalty: 4665.207520
	Iteration 29Q: 3 clusters Score -1539608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1539611.625000 Penalty: 4665.207520
	Iteration 30Q: 3 clusters Score -1539612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1539611.625000 Penalty: 4665.207520
	Iteration 31Q: 3 clusters Score -1539612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1539614.875000 Penalty: 4665.207520
	Iteration 32Q: 3 clusters Score -1539615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1539616.625000 Penalty: 4665.207520
	Iteration 33Q: 3 clusters Score -1539617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1539617.625000 Penalty: 4665.207520
	Iteration 34Q: 3 clusters Score -1539618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1539617.625000 Penalty: 4665.207520
	Iteration 35Q: 3 clusters Score -1539618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1539616.875000 Penalty: 4665.207520
	Iteration 36Q: 3 clusters Score -1539617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1539616.000000 Penalty: 4665.207520
	Iteration 37Q: 3 clusters Score -1539616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1539613.375000 Penalty: 4665.207520
	Iteration 38Q: 3 clusters Score -1539613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1539615.125000 Penalty: 4665.207520
	Iteration 39Q: 3 clusters Score -1539615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1539618.750000 Penalty: 4665.207520
	Iteration 40F: 3 clusters Score -1539619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1539623.875000 Penalty: 4665.207520
	Iteration 41Q: 3 clusters Score -1539624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1539622.375000 Penalty: 4665.207520
	Iteration 42Q: 3 clusters Score -1539622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1539626.000000 Penalty: 4665.207520
	Iteration 43Q: 3 clusters Score -1539626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1539626.625000 Penalty: 4665.207520
	Iteration 44Q: 3 clusters Score -1539627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1539623.375000 Penalty: 4665.207520
	Iteration 45Q: 3 clusters Score -1539623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1539624.875000 Penalty: 4665.207520
	Iteration 46Q: 3 clusters Score -1539625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1539624.875000 Penalty: 4665.207520
	Iteration 47F: 3 clusters Score -1539625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Entering Unmasked Estep 
Score: -1965535.000000 Penalty: 2385.215332
	Iteration 0F: 2 clusters Score -1965535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1954600.500000 Penalty: 4770.430664
	Iteration 0F: 3 clusters Score -1954600 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1958048.375000 Penalty: 4770.430664
	Iteration 1F: 3 clusters Score -1958048 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1958353.625000 Penalty: 4770.430664
	Iteration 2F: 3 clusters Score -1958354 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1958549.375000 Penalty: 4770.430664
	Iteration 3Q: 3 clusters Score -1958549 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1958726.125000 Penalty: 4770.430664
	Iteration 4Q: 3 clusters Score -1958726 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1958855.875000 Penalty: 4770.430664
	Iteration 5Q: 3 clusters Score -1958856 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1958959.375000 Penalty: 4770.430664
	Iteration 6Q: 3 clusters Score -1958959 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1959056.000000 Penalty: 4770.430664
	Iteration 7Q: 3 clusters Score -1959056 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1959146.000000 Penalty: 4770.430664
	Iteration 8Q: 3 clusters Score -1959146 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1959237.000000 Penalty: 4770.430664
	Iteration 9Q: 3 clusters Score -1959237 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1959342.250000 Penalty: 4770.430664
	Iteration 10Q: 3 clusters Score -1959342 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1959505.875000 Penalty: 4770.430664
	Iteration 11Q: 3 clusters Score -1959506 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1959761.000000 Penalty: 4770.430664
	Iteration 12Q: 3 clusters Score -1959761 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1960134.500000 Penalty: 4770.430664
	Iteration 13Q: 3 clusters Score -1960134 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1960677.500000 Penalty: 4770.430664
	Iteration 14F: 3 clusters Score -1960678 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1961319.625000 Penalty: 4770.430664
	Iteration 15F: 3 clusters Score -1961320 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1961988.125000 Penalty: 4770.430664
	Iteration 16F: 3 clusters Score -1961988 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1962554.875000 Penalty: 4770.430664
	Iteration 17Q: 3 clusters Score -1962555 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1962940.750000 Penalty: 4770.430664
	Iteration 18Q: 3 clusters Score -1962941 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1963161.625000 Penalty: 4770.430664
	Iteration 19Q: 3 clusters Score -1963162 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1963307.250000 Penalty: 4770.430664
	Iteration 20F: 3 clusters Score -1963307 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1963405.750000 Penalty: 4770.430664
	Iteration 21Q: 3 clusters Score -1963406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1963464.625000 Penalty: 4770.430664
	Iteration 22Q: 3 clusters Score -1963465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1963496.125000 Penalty: 4770.430664
	Iteration 23Q: 3 clusters Score -1963496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1963511.375000 Penalty: 4770.430664
	Iteration 24Q: 3 clusters Score -1963511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1963523.000000 Penalty: 4770.430664
	Iteration 25Q: 3 clusters Score -1963523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1963534.625000 Penalty: 4770.430664
	Iteration 26Q: 3 clusters Score -1963535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1963540.250000 Penalty: 4770.430664
	Iteration 27Q: 3 clusters Score -1963540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1963548.500000 Penalty: 4770.430664
	Iteration 28Q: 3 clusters Score -1963548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1963559.250000 Penalty: 4770.430664
	Iteration 29Q: 3 clusters Score -1963559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1963559.250000 Penalty: 4770.430664
	Iteration 30Q: 3 clusters Score -1963559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1963567.625000 Penalty: 4770.430664
	Iteration 31Q: 3 clusters Score -1963568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1963568.000000 Penalty: 4770.430664
	Iteration 32Q: 3 clusters Score -1963568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1963574.250000 Penalty: 4770.430664
	Iteration 33Q: 3 clusters Score -1963574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1963577.500000 Penalty: 4770.430664
	Iteration 34Q: 3 clusters Score -1963578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1963583.375000 Penalty: 4770.430664
	Iteration 35Q: 3 clusters Score -1963583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1963585.125000 Penalty: 4770.430664
	Iteration 36Q: 3 clusters Score -1963585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1963585.625000 Penalty: 4770.430664
	Iteration 37Q: 3 clusters Score -1963586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1963585.625000 Penalty: 4770.430664
	Iteration 38F: 3 clusters Score -1963586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (88577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88577 members 
Entering Unmasked Estep 
Score: -11490390.000000 Penalty: 2825.123535
	Iteration 0F: 2 clusters Score -1.149039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -11431194.000000 Penalty: 5650.247070
	Iteration 0F: 3 clusters Score -1.143119e+07 nChanged 41677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -11454469.000000 Penalty: 5650.247070
	Iteration 1F: 3 clusters Score -1.145447e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -11454992.000000 Penalty: 5650.247070
	Iteration 2Q: 3 clusters Score -1.145499e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -11455499.000000 Penalty: 5650.247070
	Iteration 3Q: 3 clusters Score -1.14555e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -11456048.000000 Penalty: 5650.247070
	Iteration 4Q: 3 clusters Score -1.145605e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -11456582.000000 Penalty: 5650.247070
	Iteration 5Q: 3 clusters Score -1.145658e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -11457265.000000 Penalty: 5650.247070
	Iteration 6Q: 3 clusters Score -1.145726e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -11458108.000000 Penalty: 5650.247070
	Iteration 7Q: 3 clusters Score -1.145811e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -11459279.000000 Penalty: 5650.247070
	Iteration 8Q: 3 clusters Score -1.145928e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -11460863.000000 Penalty: 5650.247070
	Iteration 9Q: 3 clusters Score -1.146086e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -11463367.000000 Penalty: 5650.247070
	Iteration 10Q: 3 clusters Score -1.146337e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -11466994.000000 Penalty: 5650.247070
	Iteration 11F: 3 clusters Score -1.146699e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -11471360.000000 Penalty: 5650.247070
	Iteration 12F: 3 clusters Score -1.147136e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67893 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -11475671.000000 Penalty: 5650.247070
	Iteration 13F: 3 clusters Score -1.147567e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71084 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -11478862.000000 Penalty: 5650.247070
	Iteration 14Q: 3 clusters Score -1.147886e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73409 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -11480867.000000 Penalty: 5650.247070
	Iteration 15Q: 3 clusters Score -1.148087e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75267 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -11482236.000000 Penalty: 5650.247070
	Iteration 16Q: 3 clusters Score -1.148224e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76790 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -11483127.000000 Penalty: 5650.247070
	Iteration 17Q: 3 clusters Score -1.148313e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78160 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -11484013.000000 Penalty: 5650.247070
	Iteration 18Q: 3 clusters Score -1.148401e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79388 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -11484800.000000 Penalty: 5650.247070
	Iteration 19Q: 3 clusters Score -1.14848e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -11485486.000000 Penalty: 5650.247070
	Iteration 20F: 3 clusters Score -1.148549e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81314 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -11486147.000000 Penalty: 5650.247070
	Iteration 21Q: 3 clusters Score -1.148615e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82025 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -11486598.000000 Penalty: 5650.247070
	Iteration 22Q: 3 clusters Score -1.14866e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82629 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -11486996.000000 Penalty: 5650.247070
	Iteration 23Q: 3 clusters Score -1.1487e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83130 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -11487261.000000 Penalty: 5650.247070
	Iteration 24Q: 3 clusters Score -1.148726e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83546 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -11487437.000000 Penalty: 5650.247070
	Iteration 25Q: 3 clusters Score -1.148744e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83885 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -11487560.000000 Penalty: 5650.247070
	Iteration 26Q: 3 clusters Score -1.148756e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84193 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -11487661.000000 Penalty: 5650.247070
	Iteration 27Q: 3 clusters Score -1.148766e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -11487742.000000 Penalty: 5650.247070
	Iteration 28Q: 3 clusters Score -1.148774e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84694 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -11487769.000000 Penalty: 5650.247070
	Iteration 29Q: 3 clusters Score -1.148777e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -11487844.000000 Penalty: 5650.247070
	Iteration 30Q: 3 clusters Score -1.148784e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85132 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -11487868.000000 Penalty: 5650.247070
	Iteration 31Q: 3 clusters Score -1.148787e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85315 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -11487940.000000 Penalty: 5650.247070
	Iteration 32Q: 3 clusters Score -1.148794e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85476 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -11487980.000000 Penalty: 5650.247070
	Iteration 33Q: 3 clusters Score -1.148798e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -11488051.000000 Penalty: 5650.247070
	Iteration 34Q: 3 clusters Score -1.148805e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -11488081.000000 Penalty: 5650.247070
	Iteration 35Q: 3 clusters Score -1.148808e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85794 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -11488081.000000 Penalty: 5650.247070
	Iteration 36Q: 3 clusters Score -1.148808e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -11488104.000000 Penalty: 5650.247070
	Iteration 37Q: 3 clusters Score -1.14881e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -11488122.000000 Penalty: 5650.247070
	Iteration 38Q: 3 clusters Score -1.148812e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85990 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -11488112.000000 Penalty: 5650.247070
	Iteration 39Q: 3 clusters Score -1.148811e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86039 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -11488147.000000 Penalty: 5650.247070
	Iteration 40F: 3 clusters Score -1.148815e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86094 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -11488147.000000 Penalty: 5650.247070
	Iteration 41Q: 3 clusters Score -1.148815e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86140 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -11488164.000000 Penalty: 5650.247070
	Iteration 42Q: 3 clusters Score -1.148816e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -11488172.000000 Penalty: 5650.247070
	Iteration 43Q: 3 clusters Score -1.148817e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86212 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -11488164.000000 Penalty: 5650.247070
	Iteration 44Q: 3 clusters Score -1.148816e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -11488156.000000 Penalty: 5650.247070
	Iteration 45Q: 3 clusters Score -1.148816e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86258 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -11488176.000000 Penalty: 5650.247070
	Iteration 46Q: 3 clusters Score -1.148818e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86280 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -11488166.000000 Penalty: 5650.247070
	Iteration 47Q: 3 clusters Score -1.148817e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86303 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -11488162.000000 Penalty: 5650.247070
	Iteration 48Q: 3 clusters Score -1.148816e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -11488184.000000 Penalty: 5650.247070
	Iteration 49Q: 3 clusters Score -1.148818e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86359 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -11488198.000000 Penalty: 5650.247070
	Iteration 50Q: 3 clusters Score -1.14882e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86382 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -11488197.000000 Penalty: 5650.247070
	Iteration 51Q: 3 clusters Score -1.14882e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86405 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -11488227.000000 Penalty: 5650.247070
	Iteration 52Q: 3 clusters Score -1.148823e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86428 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -11488213.000000 Penalty: 5650.247070
	Iteration 53Q: 3 clusters Score -1.148821e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86449 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -11488213.000000 Penalty: 5650.247070
	Iteration 54Q: 3 clusters Score -1.148821e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86467 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -11488226.000000 Penalty: 5650.247070
	Iteration 55Q: 3 clusters Score -1.148823e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86483 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -11488210.000000 Penalty: 5650.247070
	Iteration 56Q: 3 clusters Score -1.148821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86491 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -11488210.000000 Penalty: 5650.247070
	Iteration 57Q: 3 clusters Score -1.148821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86498 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -11488222.000000 Penalty: 5650.247070
	Iteration 58Q: 3 clusters Score -1.148822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86502 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -11488217.000000 Penalty: 5650.247070
	Iteration 59Q: 3 clusters Score -1.148822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86504 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -11488219.000000 Penalty: 5650.247070
	Iteration 60F: 3 clusters Score -1.148822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86508 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -11488218.000000 Penalty: 5650.247070
	Iteration 61Q: 3 clusters Score -1.148822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86511 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -11488215.000000 Penalty: 5650.247070
	Iteration 62Q: 3 clusters Score -1.148822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -11488220.000000 Penalty: 5650.247070
	Iteration 63Q: 3 clusters Score -1.148822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -11488210.000000 Penalty: 5650.247070
	Iteration 64Q: 3 clusters Score -1.148821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86516 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -11488211.000000 Penalty: 5650.247070
	Iteration 65Q: 3 clusters Score -1.148821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86517 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -11488209.000000 Penalty: 5650.247070
	Iteration 66Q: 3 clusters Score -1.148821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86517 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -11488209.000000 Penalty: 5650.247070
	Iteration 67F: 3 clusters Score -1.148821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -356283.937500 Penalty: 1961.280029
	Iteration 0F: 2 clusters Score -356283.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -353189.468750 Penalty: 3922.560059
	Iteration 0F: 3 clusters Score -353189.5 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -353719.125000 Penalty: 3922.560059
	Iteration 1F: 3 clusters Score -353719.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -353872.093750 Penalty: 3922.560059
	Iteration 2F: 3 clusters Score -353872.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -353962.125000 Penalty: 3922.560059
	Iteration 3F: 3 clusters Score -353962.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -354023.468750 Penalty: 3922.560059
	Iteration 4Q: 3 clusters Score -354023.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -354067.375000 Penalty: 3922.560059
	Iteration 5Q: 3 clusters Score -354067.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -354099.625000 Penalty: 3922.560059
	Iteration 6Q: 3 clusters Score -354099.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -354124.250000 Penalty: 3922.560059
	Iteration 7Q: 3 clusters Score -354124.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -354139.312500 Penalty: 3922.560059
	Iteration 8Q: 3 clusters Score -354139.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -354148.937500 Penalty: 3922.560059
	Iteration 9Q: 3 clusters Score -354148.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -354158.875000 Penalty: 3922.560059
	Iteration 10Q: 3 clusters Score -354158.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -354166.875000 Penalty: 3922.560059
	Iteration 11Q: 3 clusters Score -354166.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -354172.750000 Penalty: 3922.560059
	Iteration 12Q: 3 clusters Score -354172.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -354176.500000 Penalty: 3922.560059
	Iteration 13Q: 3 clusters Score -354176.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -354180.500000 Penalty: 3922.560059
	Iteration 14Q: 3 clusters Score -354180.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -354183.781250 Penalty: 3922.560059
	Iteration 15Q: 3 clusters Score -354183.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -354185.125000 Penalty: 3922.560059
	Iteration 16Q: 3 clusters Score -354185.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -354186.187500 Penalty: 3922.560059
	Iteration 17Q: 3 clusters Score -354186.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -354186.406250 Penalty: 3922.560059
	Iteration 18Q: 3 clusters Score -354186.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -354187.343750 Penalty: 3922.560059
	Iteration 19Q: 3 clusters Score -354187.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -354187.937500 Penalty: 3922.560059
	Iteration 20F: 3 clusters Score -354187.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -354188.281250 Penalty: 3922.560059
	Iteration 21Q: 3 clusters Score -354188.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -354189.718750 Penalty: 3922.560059
	Iteration 22Q: 3 clusters Score -354189.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -354191.062500 Penalty: 3922.560059
	Iteration 23Q: 3 clusters Score -354191.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -354192.000000 Penalty: 3922.560059
	Iteration 24Q: 3 clusters Score -354192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -354193.218750 Penalty: 3922.560059
	Iteration 25Q: 3 clusters Score -354193.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -354195.000000 Penalty: 3922.560059
	Iteration 26Q: 3 clusters Score -354195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -354195.281250 Penalty: 3922.560059
	Iteration 27Q: 3 clusters Score -354195.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -354196.000000 Penalty: 3922.560059
	Iteration 28Q: 3 clusters Score -354196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -354196.375000 Penalty: 3922.560059
	Iteration 29Q: 3 clusters Score -354196.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -354197.531250 Penalty: 3922.560059
	Iteration 30Q: 3 clusters Score -354197.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -354198.125000 Penalty: 3922.560059
	Iteration 31Q: 3 clusters Score -354198.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -354198.593750 Penalty: 3922.560059
	Iteration 32Q: 3 clusters Score -354198.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -354199.812500 Penalty: 3922.560059
	Iteration 33Q: 3 clusters Score -354199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -354199.562500 Penalty: 3922.560059
	Iteration 34Q: 3 clusters Score -354199.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -354199.562500 Penalty: 3922.560059
	Iteration 35F: 3 clusters Score -354199.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (96645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96645 members 
Entering Unmasked Estep 
Score: -12544897.000000 Penalty: 2846.742432
	Iteration 0F: 2 clusters Score -1.25449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -12480031.000000 Penalty: 5693.484863
	Iteration 0F: 3 clusters Score -1.248003e+07 nChanged 45799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -12506497.000000 Penalty: 5693.484863
	Iteration 1F: 3 clusters Score -1.25065e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -12507364.000000 Penalty: 5693.484863
	Iteration 2Q: 3 clusters Score -1.250736e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -12508495.000000 Penalty: 5693.484863
	Iteration 3Q: 3 clusters Score -1.25085e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -12510017.000000 Penalty: 5693.484863
	Iteration 4Q: 3 clusters Score -1.251002e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -12511892.000000 Penalty: 5693.484863
	Iteration 5Q: 3 clusters Score -1.251189e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -12514135.000000 Penalty: 5693.484863
	Iteration 6F: 3 clusters Score -1.251414e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -12516818.000000 Penalty: 5693.484863
	Iteration 7F: 3 clusters Score -1.251682e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 64381 members 
Entering Unmasked Estep 
Score: -12519251.000000 Penalty: 5693.484863
	Iteration 8F: 3 clusters Score -1.251925e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 68330 members 
Entering Unmasked Estep 
Score: -12521541.000000 Penalty: 5693.484863
	Iteration 9F: 3 clusters Score -1.252154e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -12523847.000000 Penalty: 5693.484863
	Iteration 10Q: 3 clusters Score -1.252385e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 76700 members 
Entering Unmasked Estep 
Score: -12526199.000000 Penalty: 5693.484863
	Iteration 11Q: 3 clusters Score -1.25262e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 81187 members 
Entering Unmasked Estep 
Score: -12529247.000000 Penalty: 5693.484863
	Iteration 12Q: 3 clusters Score -1.252925e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 85714 members 
Entering Unmasked Estep 
Score: -12532749.000000 Penalty: 5693.484863
	Iteration 13Q: 3 clusters Score -1.253275e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 89820 members 
Entering Unmasked Estep 
Score: -12536318.000000 Penalty: 5693.484863
	Iteration 14Q: 3 clusters Score -1.253632e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 93026 members 
Entering Unmasked Estep 
Score: -12539218.000000 Penalty: 5693.484863
	Iteration 15Q: 3 clusters Score -1.253922e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 94857 members 
Entering Unmasked Estep 
Score: -12540864.000000 Penalty: 5693.484863
	Iteration 16Q: 3 clusters Score -1.254086e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 95700 members 
Entering Unmasked Estep 
Score: -12541634.000000 Penalty: 5693.484863
	Iteration 17Q: 3 clusters Score -1.254163e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 96047 members 
Entering Unmasked Estep 
Score: -12541972.000000 Penalty: 5693.484863
	Iteration 18Q: 3 clusters Score -1.254197e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -12542169.000000 Penalty: 5693.484863
	Iteration 19Q: 3 clusters Score -1.254217e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 96267 members 
Entering Unmasked Estep 
Score: -12542254.000000 Penalty: 5693.484863
	Iteration 20F: 3 clusters Score -1.254225e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 96298 members 
Entering Unmasked Estep 
Score: -12542308.000000 Penalty: 5693.484863
	Iteration 21Q: 3 clusters Score -1.254231e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 96314 members 
Entering Unmasked Estep 
Score: -12542340.000000 Penalty: 5693.484863
	Iteration 22Q: 3 clusters Score -1.254234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 96328 members 
Entering Unmasked Estep 
Score: -12542383.000000 Penalty: 5693.484863
	Iteration 23Q: 3 clusters Score -1.254238e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 96338 members 
Entering Unmasked Estep 
Score: -12542396.000000 Penalty: 5693.484863
	Iteration 24Q: 3 clusters Score -1.25424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 96342 members 
Entering Unmasked Estep 
Score: -12542399.000000 Penalty: 5693.484863
	Iteration 25Q: 3 clusters Score -1.25424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -12542404.000000 Penalty: 5693.484863
	Iteration 26Q: 3 clusters Score -1.25424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 96351 members 
Entering Unmasked Estep 
Score: -12542412.000000 Penalty: 5693.484863
	Iteration 27Q: 3 clusters Score -1.254241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 96351 members 
Entering Unmasked Estep 
Score: -12542414.000000 Penalty: 5693.484863
	Iteration 28Q: 3 clusters Score -1.254241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
Score: -12542418.000000 Penalty: 5693.484863
	Iteration 29Q: 3 clusters Score -1.254242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
Score: -12542422.000000 Penalty: 5693.484863
	Iteration 30Q: 3 clusters Score -1.254242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 96351 members 
Entering Unmasked Estep 
Score: -12542431.000000 Penalty: 5693.484863
	Iteration 31Q: 3 clusters Score -1.254243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
Score: -12542433.000000 Penalty: 5693.484863
	Iteration 32Q: 3 clusters Score -1.254243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
Score: -12542433.000000 Penalty: 5693.484863
	Iteration 33F: 3 clusters Score -1.254243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (70958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70958 members 
Entering Unmasked Estep 
Score: -9115654.000000 Penalty: 2770.121338
	Iteration 0F: 2 clusters Score -9115654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -9067904.000000 Penalty: 5540.242676
	Iteration 0F: 3 clusters Score -9067904 nChanged 33436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -9086571.000000 Penalty: 5540.242676
	Iteration 1F: 3 clusters Score -9086571 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -9087254.000000 Penalty: 5540.242676
	Iteration 2Q: 3 clusters Score -9087254 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -9087879.000000 Penalty: 5540.242676
	Iteration 3Q: 3 clusters Score -9087879 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -9088518.000000 Penalty: 5540.242676
	Iteration 4Q: 3 clusters Score -9088518 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -9089207.000000 Penalty: 5540.242676
	Iteration 5Q: 3 clusters Score -9089207 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -9090033.000000 Penalty: 5540.242676
	Iteration 6Q: 3 clusters Score -9090033 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -9091015.000000 Penalty: 5540.242676
	Iteration 7Q: 3 clusters Score -9091015 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -9091943.000000 Penalty: 5540.242676
	Iteration 8Q: 3 clusters Score -9091943 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -9093020.000000 Penalty: 5540.242676
	Iteration 9Q: 3 clusters Score -9093020 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -9094061.000000 Penalty: 5540.242676
	Iteration 10Q: 3 clusters Score -9094061 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -9095098.000000 Penalty: 5540.242676
	Iteration 11Q: 3 clusters Score -9095098 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -9096045.000000 Penalty: 5540.242676
	Iteration 12Q: 3 clusters Score -9096045 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -9096811.000000 Penalty: 5540.242676
	Iteration 13Q: 3 clusters Score -9096811 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -9097598.000000 Penalty: 5540.242676
	Iteration 14Q: 3 clusters Score -9097598 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -9098342.000000 Penalty: 5540.242676
	Iteration 15Q: 3 clusters Score -9098342 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -9099211.000000 Penalty: 5540.242676
	Iteration 16Q: 3 clusters Score -9099211 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -9100279.000000 Penalty: 5540.242676
	Iteration 17Q: 3 clusters Score -9100279 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -9101685.000000 Penalty: 5540.242676
	Iteration 18Q: 3 clusters Score -9101685 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -9103476.000000 Penalty: 5540.242676
	Iteration 19Q: 3 clusters Score -9103476 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -9105458.000000 Penalty: 5540.242676
	Iteration 20F: 3 clusters Score -9105458 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -9107444.000000 Penalty: 5540.242676
	Iteration 21Q: 3 clusters Score -9107444 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63225 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -9109278.000000 Penalty: 5540.242676
	Iteration 22Q: 3 clusters Score -9109278 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -9110746.000000 Penalty: 5540.242676
	Iteration 23Q: 3 clusters Score -9110746 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66982 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -9111640.000000 Penalty: 5540.242676
	Iteration 24Q: 3 clusters Score -9111640 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68039 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -9112249.000000 Penalty: 5540.242676
	Iteration 25Q: 3 clusters Score -9112249 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68696 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -9112612.000000 Penalty: 5540.242676
	Iteration 26Q: 3 clusters Score -9112612 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69100 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -9112804.000000 Penalty: 5540.242676
	Iteration 27Q: 3 clusters Score -9112804 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69380 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -9112973.000000 Penalty: 5540.242676
	Iteration 28Q: 3 clusters Score -9112973 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69568 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9113056.000000 Penalty: 5540.242676
	Iteration 29Q: 3 clusters Score -9113056 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69690 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -9113106.000000 Penalty: 5540.242676
	Iteration 30Q: 3 clusters Score -9113106 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69779 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -9113162.000000 Penalty: 5540.242676
	Iteration 31Q: 3 clusters Score -9113162 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69862 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -9113201.000000 Penalty: 5540.242676
	Iteration 32Q: 3 clusters Score -9113201 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9113240.000000 Penalty: 5540.242676
	Iteration 33Q: 3 clusters Score -9113240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69960 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -9113257.000000 Penalty: 5540.242676
	Iteration 34Q: 3 clusters Score -9113257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69987 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9113271.000000 Penalty: 5540.242676
	Iteration 35Q: 3 clusters Score -9113271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -9113296.000000 Penalty: 5540.242676
	Iteration 36Q: 3 clusters Score -9113296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9113307.000000 Penalty: 5540.242676
	Iteration 37Q: 3 clusters Score -9113307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70045 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9113319.000000 Penalty: 5540.242676
	Iteration 38Q: 3 clusters Score -9113319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70051 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9113322.000000 Penalty: 5540.242676
	Iteration 39Q: 3 clusters Score -9113322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70055 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9113331.000000 Penalty: 5540.242676
	Iteration 40F: 3 clusters Score -9113331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70062 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9113346.000000 Penalty: 5540.242676
	Iteration 41Q: 3 clusters Score -9113346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9113343.000000 Penalty: 5540.242676
	Iteration 42Q: 3 clusters Score -9113343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70075 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9113339.000000 Penalty: 5540.242676
	Iteration 43Q: 3 clusters Score -9113339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70080 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9113337.000000 Penalty: 5540.242676
	Iteration 44Q: 3 clusters Score -9113337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9113340.000000 Penalty: 5540.242676
	Iteration 45Q: 3 clusters Score -9113340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -9113336.000000 Penalty: 5540.242676
	Iteration 46Q: 3 clusters Score -9113336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -9113336.000000 Penalty: 5540.242676
	Iteration 47F: 3 clusters Score -9113336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Entering Unmasked Estep 
Score: -3908596.750000 Penalty: 2558.497803
	Iteration 0F: 2 clusters Score -3908597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3887834.500000 Penalty: 5116.995605
	Iteration 0F: 3 clusters Score -3887834 nChanged 13679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3895293.000000 Penalty: 5116.995605
	Iteration 1F: 3 clusters Score -3895293 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3895727.000000 Penalty: 5116.995605
	Iteration 2Q: 3 clusters Score -3895727 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3896043.750000 Penalty: 5116.995605
	Iteration 3Q: 3 clusters Score -3896044 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3896336.000000 Penalty: 5116.995605
	Iteration 4Q: 3 clusters Score -3896336 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3896715.750000 Penalty: 5116.995605
	Iteration 5Q: 3 clusters Score -3896716 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3897084.750000 Penalty: 5116.995605
	Iteration 6Q: 3 clusters Score -3897085 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -3897486.500000 Penalty: 5116.995605
	Iteration 7Q: 3 clusters Score -3897486 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3897917.250000 Penalty: 5116.995605
	Iteration 8Q: 3 clusters Score -3897917 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3898377.250000 Penalty: 5116.995605
	Iteration 9Q: 3 clusters Score -3898377 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3898890.750000 Penalty: 5116.995605
	Iteration 10Q: 3 clusters Score -3898891 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -3899506.000000 Penalty: 5116.995605
	Iteration 11Q: 3 clusters Score -3899506 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -3900234.000000 Penalty: 5116.995605
	Iteration 12Q: 3 clusters Score -3900234 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3900949.000000 Penalty: 5116.995605
	Iteration 13Q: 3 clusters Score -3900949 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -3901671.750000 Penalty: 5116.995605
	Iteration 14Q: 3 clusters Score -3901672 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3902317.250000 Penalty: 5116.995605
	Iteration 15Q: 3 clusters Score -3902317 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -3902809.250000 Penalty: 5116.995605
	Iteration 16Q: 3 clusters Score -3902809 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -3903196.750000 Penalty: 5116.995605
	Iteration 17Q: 3 clusters Score -3903197 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -3903468.750000 Penalty: 5116.995605
	Iteration 18Q: 3 clusters Score -3903469 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -3903739.000000 Penalty: 5116.995605
	Iteration 19Q: 3 clusters Score -3903739 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3903961.500000 Penalty: 5116.995605
	Iteration 20F: 3 clusters Score -3903962 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -3904135.250000 Penalty: 5116.995605
	Iteration 21Q: 3 clusters Score -3904135 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3904271.500000 Penalty: 5116.995605
	Iteration 22Q: 3 clusters Score -3904272 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3904371.250000 Penalty: 5116.995605
	Iteration 23Q: 3 clusters Score -3904371 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3904467.250000 Penalty: 5116.995605
	Iteration 24Q: 3 clusters Score -3904467 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3904518.000000 Penalty: 5116.995605
	Iteration 25Q: 3 clusters Score -3904518 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3904583.250000 Penalty: 5116.995605
	Iteration 26Q: 3 clusters Score -3904583 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -3904627.250000 Penalty: 5116.995605
	Iteration 27Q: 3 clusters Score -3904627 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3904670.250000 Penalty: 5116.995605
	Iteration 28Q: 3 clusters Score -3904670 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -3904714.000000 Penalty: 5116.995605
	Iteration 29Q: 3 clusters Score -3904714 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -3904750.750000 Penalty: 5116.995605
	Iteration 30Q: 3 clusters Score -3904751 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3904785.750000 Penalty: 5116.995605
	Iteration 31Q: 3 clusters Score -3904786 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -3904849.250000 Penalty: 5116.995605
	Iteration 32Q: 3 clusters Score -3904849 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3904881.750000 Penalty: 5116.995605
	Iteration 33Q: 3 clusters Score -3904882 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -3904917.250000 Penalty: 5116.995605
	Iteration 34Q: 3 clusters Score -3904917 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -3904979.250000 Penalty: 5116.995605
	Iteration 35Q: 3 clusters Score -3904979 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -3905029.500000 Penalty: 5116.995605
	Iteration 36Q: 3 clusters Score -3905030 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -3905078.500000 Penalty: 5116.995605
	Iteration 37Q: 3 clusters Score -3905078 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -3905127.250000 Penalty: 5116.995605
	Iteration 38Q: 3 clusters Score -3905127 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3905179.500000 Penalty: 5116.995605
	Iteration 39Q: 3 clusters Score -3905180 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -3905218.000000 Penalty: 5116.995605
	Iteration 40F: 3 clusters Score -3905218 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -3905277.750000 Penalty: 5116.995605
	Iteration 41Q: 3 clusters Score -3905278 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -3905331.750000 Penalty: 5116.995605
	Iteration 42Q: 3 clusters Score -3905332 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3905391.250000 Penalty: 5116.995605
	Iteration 43Q: 3 clusters Score -3905391 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -3905447.000000 Penalty: 5116.995605
	Iteration 44Q: 3 clusters Score -3905447 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -3905493.750000 Penalty: 5116.995605
	Iteration 45Q: 3 clusters Score -3905494 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -3905540.750000 Penalty: 5116.995605
	Iteration 46Q: 3 clusters Score -3905541 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3905582.500000 Penalty: 5116.995605
	Iteration 47Q: 3 clusters Score -3905582 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3905625.250000 Penalty: 5116.995605
	Iteration 48Q: 3 clusters Score -3905625 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -3905680.000000 Penalty: 5116.995605
	Iteration 49Q: 3 clusters Score -3905680 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -3905714.750000 Penalty: 5116.995605
	Iteration 50Q: 3 clusters Score -3905715 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3905762.000000 Penalty: 5116.995605
	Iteration 51Q: 3 clusters Score -3905762 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -3905798.750000 Penalty: 5116.995605
	Iteration 52Q: 3 clusters Score -3905799 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3905825.750000 Penalty: 5116.995605
	Iteration 53Q: 3 clusters Score -3905826 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3905877.250000 Penalty: 5116.995605
	Iteration 54Q: 3 clusters Score -3905877 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3905917.000000 Penalty: 5116.995605
	Iteration 55Q: 3 clusters Score -3905917 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3905958.500000 Penalty: 5116.995605
	Iteration 56Q: 3 clusters Score -3905958 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3905992.750000 Penalty: 5116.995605
	Iteration 57Q: 3 clusters Score -3905993 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3906029.250000 Penalty: 5116.995605
	Iteration 58Q: 3 clusters Score -3906029 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3906061.250000 Penalty: 5116.995605
	Iteration 59Q: 3 clusters Score -3906061 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3906100.500000 Penalty: 5116.995605
	Iteration 60F: 3 clusters Score -3906100 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3906138.500000 Penalty: 5116.995605
	Iteration 61Q: 3 clusters Score -3906138 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3906166.250000 Penalty: 5116.995605
	Iteration 62Q: 3 clusters Score -3906166 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3906196.250000 Penalty: 5116.995605
	Iteration 63Q: 3 clusters Score -3906196 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3906219.750000 Penalty: 5116.995605
	Iteration 64Q: 3 clusters Score -3906220 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3906235.500000 Penalty: 5116.995605
	Iteration 65Q: 3 clusters Score -3906236 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3906258.250000 Penalty: 5116.995605
	Iteration 66Q: 3 clusters Score -3906258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3906280.000000 Penalty: 5116.995605
	Iteration 67Q: 3 clusters Score -3906280 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3906316.250000 Penalty: 5116.995605
	Iteration 68Q: 3 clusters Score -3906316 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3906332.250000 Penalty: 5116.995605
	Iteration 69Q: 3 clusters Score -3906332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3906352.250000 Penalty: 5116.995605
	Iteration 70Q: 3 clusters Score -3906352 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3906369.000000 Penalty: 5116.995605
	Iteration 71Q: 3 clusters Score -3906369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3906387.000000 Penalty: 5116.995605
	Iteration 72Q: 3 clusters Score -3906387 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3906398.250000 Penalty: 5116.995605
	Iteration 73Q: 3 clusters Score -3906398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3906409.250000 Penalty: 5116.995605
	Iteration 74Q: 3 clusters Score -3906409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3906410.000000 Penalty: 5116.995605
	Iteration 75Q: 3 clusters Score -3906410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3906417.500000 Penalty: 5116.995605
	Iteration 76Q: 3 clusters Score -3906418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3906424.000000 Penalty: 5116.995605
	Iteration 77Q: 3 clusters Score -3906424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3906428.500000 Penalty: 5116.995605
	Iteration 78Q: 3 clusters Score -3906428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3906429.000000 Penalty: 5116.995605
	Iteration 79Q: 3 clusters Score -3906429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3906424.500000 Penalty: 5116.995605
	Iteration 80F: 3 clusters Score -3906424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3906434.000000 Penalty: 5116.995605
	Iteration 81Q: 3 clusters Score -3906434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3906437.000000 Penalty: 5116.995605
	Iteration 82Q: 3 clusters Score -3906437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3906445.750000 Penalty: 5116.995605
	Iteration 83Q: 3 clusters Score -3906446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3906452.000000 Penalty: 5116.995605
	Iteration 84Q: 3 clusters Score -3906452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3906453.500000 Penalty: 5116.995605
	Iteration 85Q: 3 clusters Score -3906454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3906456.000000 Penalty: 5116.995605
	Iteration 86Q: 3 clusters Score -3906456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3906459.250000 Penalty: 5116.995605
	Iteration 87Q: 3 clusters Score -3906459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3906459.000000 Penalty: 5116.995605
	Iteration 88Q: 3 clusters Score -3906459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3906460.500000 Penalty: 5116.995605
	Iteration 89Q: 3 clusters Score -3906460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3906464.000000 Penalty: 5116.995605
	Iteration 90Q: 3 clusters Score -3906464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3906464.750000 Penalty: 5116.995605
	Iteration 91Q: 3 clusters Score -3906465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3906466.250000 Penalty: 5116.995605
	Iteration 92Q: 3 clusters Score -3906466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3906465.000000 Penalty: 5116.995605
	Iteration 93Q: 3 clusters Score -3906465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3906466.500000 Penalty: 5116.995605
	Iteration 94Q: 3 clusters Score -3906466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3906470.000000 Penalty: 5116.995605
	Iteration 95Q: 3 clusters Score -3906470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3906476.500000 Penalty: 5116.995605
	Iteration 96Q: 3 clusters Score -3906476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3906474.750000 Penalty: 5116.995605
	Iteration 97Q: 3 clusters Score -3906475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3906474.000000 Penalty: 5116.995605
	Iteration 98Q: 3 clusters Score -3906474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3906480.750000 Penalty: 5116.995605
	Iteration 99Q: 3 clusters Score -3906481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3906480.000000 Penalty: 5116.995605
	Iteration 100F: 3 clusters Score -3906480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3906486.000000 Penalty: 5116.995605
	Iteration 101Q: 3 clusters Score -3906486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3906484.750000 Penalty: 5116.995605
	Iteration 102Q: 3 clusters Score -3906485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3906489.000000 Penalty: 5116.995605
	Iteration 103Q: 3 clusters Score -3906489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3906493.250000 Penalty: 5116.995605
	Iteration 104Q: 3 clusters Score -3906493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3906494.750000 Penalty: 5116.995605
	Iteration 105Q: 3 clusters Score -3906495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3906498.000000 Penalty: 5116.995605
	Iteration 106Q: 3 clusters Score -3906498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3906496.500000 Penalty: 5116.995605
	Iteration 107Q: 3 clusters Score -3906496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3906499.250000 Penalty: 5116.995605
	Iteration 108Q: 3 clusters Score -3906499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3906500.500000 Penalty: 5116.995605
	Iteration 109Q: 3 clusters Score -3906500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3906501.750000 Penalty: 5116.995605
	Iteration 110Q: 3 clusters Score -3906502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3906498.000000 Penalty: 5116.995605
	Iteration 111Q: 3 clusters Score -3906498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3906505.500000 Penalty: 5116.995605
	Iteration 112Q: 3 clusters Score -3906506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3906503.250000 Penalty: 5116.995605
	Iteration 113Q: 3 clusters Score -3906503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3906504.000000 Penalty: 5116.995605
	Iteration 114Q: 3 clusters Score -3906504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3906500.500000 Penalty: 5116.995605
	Iteration 115Q: 3 clusters Score -3906500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3906504.000000 Penalty: 5116.995605
	Iteration 116Q: 3 clusters Score -3906504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3906503.250000 Penalty: 5116.995605
	Iteration 117Q: 3 clusters Score -3906503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3906506.500000 Penalty: 5116.995605
	Iteration 118Q: 3 clusters Score -3906506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3906506.750000 Penalty: 5116.995605
	Iteration 119Q: 3 clusters Score -3906507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3906509.250000 Penalty: 5116.995605
	Iteration 120F: 3 clusters Score -3906509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3906506.750000 Penalty: 5116.995605
	Iteration 121Q: 3 clusters Score -3906507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3906508.750000 Penalty: 5116.995605
	Iteration 122Q: 3 clusters Score -3906509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3906504.250000 Penalty: 5116.995605
	Iteration 123Q: 3 clusters Score -3906504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3906509.000000 Penalty: 5116.995605
	Iteration 124Q: 3 clusters Score -3906509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3906512.500000 Penalty: 5116.995605
	Iteration 125Q: 3 clusters Score -3906512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3906520.000000 Penalty: 5116.995605
	Iteration 126Q: 3 clusters Score -3906520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3906526.250000 Penalty: 5116.995605
	Iteration 127Q: 3 clusters Score -3906526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3906529.250000 Penalty: 5116.995605
	Iteration 128Q: 3 clusters Score -3906529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3906533.500000 Penalty: 5116.995605
	Iteration 129Q: 3 clusters Score -3906534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3906535.500000 Penalty: 5116.995605
	Iteration 130Q: 3 clusters Score -3906536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3906539.500000 Penalty: 5116.995605
	Iteration 131Q: 3 clusters Score -3906540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3906542.500000 Penalty: 5116.995605
	Iteration 132Q: 3 clusters Score -3906542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3906540.250000 Penalty: 5116.995605
	Iteration 133Q: 3 clusters Score -3906540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3906545.000000 Penalty: 5116.995605
	Iteration 134Q: 3 clusters Score -3906545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3906544.250000 Penalty: 5116.995605
	Iteration 135Q: 3 clusters Score -3906544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3906547.000000 Penalty: 5116.995605
	Iteration 136Q: 3 clusters Score -3906547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3906548.750000 Penalty: 5116.995605
	Iteration 137Q: 3 clusters Score -3906549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3906554.750000 Penalty: 5116.995605
	Iteration 138Q: 3 clusters Score -3906555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3906554.250000 Penalty: 5116.995605
	Iteration 139Q: 3 clusters Score -3906554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3906557.250000 Penalty: 5116.995605
	Iteration 140F: 3 clusters Score -3906557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Entering Unmasked Estep 
Score: -741057.062500 Penalty: 2161.212646
	Iteration 0F: 2 clusters Score -741057.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -735838.875000 Penalty: 4322.425293
	Iteration 0F: 3 clusters Score -735838.9 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -737167.875000 Penalty: 4322.425293
	Iteration 1F: 3 clusters Score -737167.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -737379.687500 Penalty: 4322.425293
	Iteration 2F: 3 clusters Score -737379.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -737534.812500 Penalty: 4322.425293
	Iteration 3Q: 3 clusters Score -737534.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -737652.437500 Penalty: 4322.425293
	Iteration 4Q: 3 clusters Score -737652.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -737749.687500 Penalty: 4322.425293
	Iteration 5Q: 3 clusters Score -737749.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -737838.875000 Penalty: 4322.425293
	Iteration 6Q: 3 clusters Score -737838.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -737915.187500 Penalty: 4322.425293
	Iteration 7Q: 3 clusters Score -737915.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -738004.875000 Penalty: 4322.425293
	Iteration 8Q: 3 clusters Score -738004.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -738072.062500 Penalty: 4322.425293
	Iteration 9Q: 3 clusters Score -738072.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -738130.250000 Penalty: 4322.425293
	Iteration 10Q: 3 clusters Score -738130.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -738186.125000 Penalty: 4322.425293
	Iteration 11Q: 3 clusters Score -738186.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -738241.875000 Penalty: 4322.425293
	Iteration 12Q: 3 clusters Score -738241.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -738298.062500 Penalty: 4322.425293
	Iteration 13Q: 3 clusters Score -738298.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -738362.000000 Penalty: 4322.425293
	Iteration 14Q: 3 clusters Score -738362 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -738422.687500 Penalty: 4322.425293
	Iteration 15Q: 3 clusters Score -738422.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -738497.562500 Penalty: 4322.425293
	Iteration 16Q: 3 clusters Score -738497.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -738588.750000 Penalty: 4322.425293
	Iteration 17Q: 3 clusters Score -738588.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -738691.562500 Penalty: 4322.425293
	Iteration 18Q: 3 clusters Score -738691.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -738789.500000 Penalty: 4322.425293
	Iteration 19Q: 3 clusters Score -738789.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -738884.937500 Penalty: 4322.425293
	Iteration 20F: 3 clusters Score -738884.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -738977.437500 Penalty: 4322.425293
	Iteration 21Q: 3 clusters Score -738977.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -739098.562500 Penalty: 4322.425293
	Iteration 22Q: 3 clusters Score -739098.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -739231.125000 Penalty: 4322.425293
	Iteration 23Q: 3 clusters Score -739231.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -739378.875000 Penalty: 4322.425293
	Iteration 24Q: 3 clusters Score -739378.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -739515.437500 Penalty: 4322.425293
	Iteration 25Q: 3 clusters Score -739515.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -739607.500000 Penalty: 4322.425293
	Iteration 26Q: 3 clusters Score -739607.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -739677.687500 Penalty: 4322.425293
	Iteration 27Q: 3 clusters Score -739677.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -739732.187500 Penalty: 4322.425293
	Iteration 28Q: 3 clusters Score -739732.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -739774.687500 Penalty: 4322.425293
	Iteration 29Q: 3 clusters Score -739774.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -739809.687500 Penalty: 4322.425293
	Iteration 30Q: 3 clusters Score -739809.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -739830.500000 Penalty: 4322.425293
	Iteration 31Q: 3 clusters Score -739830.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -739843.812500 Penalty: 4322.425293
	Iteration 32Q: 3 clusters Score -739843.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -739850.625000 Penalty: 4322.425293
	Iteration 33Q: 3 clusters Score -739850.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -739859.750000 Penalty: 4322.425293
	Iteration 34Q: 3 clusters Score -739859.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -739863.187500 Penalty: 4322.425293
	Iteration 35Q: 3 clusters Score -739863.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -739865.500000 Penalty: 4322.425293
	Iteration 36Q: 3 clusters Score -739865.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -739869.375000 Penalty: 4322.425293
	Iteration 37Q: 3 clusters Score -739869.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -739869.375000 Penalty: 4322.425293
	Iteration 38Q: 3 clusters Score -739869.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -739869.375000 Penalty: 4322.425293
	Iteration 39F: 3 clusters Score -739869.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Entering Unmasked Estep 
Score: -1383489.250000 Penalty: 2318.717529
	Iteration 0F: 2 clusters Score -1383489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1374907.750000 Penalty: 4637.435059
	Iteration 0F: 3 clusters Score -1374908 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1377607.000000 Penalty: 4637.435059
	Iteration 1F: 3 clusters Score -1377607 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1378071.750000 Penalty: 4637.435059
	Iteration 2F: 3 clusters Score -1378072 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1378487.875000 Penalty: 4637.435059
	Iteration 3F: 3 clusters Score -1378488 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1378943.250000 Penalty: 4637.435059
	Iteration 4F: 3 clusters Score -1378943 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1379452.875000 Penalty: 4637.435059
	Iteration 5F: 3 clusters Score -1379453 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1379973.125000 Penalty: 4637.435059
	Iteration 6F: 3 clusters Score -1379973 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1380456.625000 Penalty: 4637.435059
	Iteration 7F: 3 clusters Score -1380457 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1380854.000000 Penalty: 4637.435059
	Iteration 8F: 3 clusters Score -1380854 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1381179.125000 Penalty: 4637.435059
	Iteration 9Q: 3 clusters Score -1381179 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1381408.125000 Penalty: 4637.435059
	Iteration 10Q: 3 clusters Score -1381408 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1381597.375000 Penalty: 4637.435059
	Iteration 11Q: 3 clusters Score -1381597 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1381742.375000 Penalty: 4637.435059
	Iteration 12Q: 3 clusters Score -1381742 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1381828.625000 Penalty: 4637.435059
	Iteration 13Q: 3 clusters Score -1381829 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1381884.500000 Penalty: 4637.435059
	Iteration 14Q: 3 clusters Score -1381884 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1381928.500000 Penalty: 4637.435059
	Iteration 15Q: 3 clusters Score -1381928 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1381953.875000 Penalty: 4637.435059
	Iteration 16Q: 3 clusters Score -1381954 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1381979.125000 Penalty: 4637.435059
	Iteration 17Q: 3 clusters Score -1381979 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1381995.000000 Penalty: 4637.435059
	Iteration 18Q: 3 clusters Score -1381995 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1382003.625000 Penalty: 4637.435059
	Iteration 19Q: 3 clusters Score -1382004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1382016.000000 Penalty: 4637.435059
	Iteration 20F: 3 clusters Score -1382016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1382017.000000 Penalty: 4637.435059
	Iteration 21Q: 3 clusters Score -1382017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1382025.750000 Penalty: 4637.435059
	Iteration 22Q: 3 clusters Score -1382026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1382031.375000 Penalty: 4637.435059
	Iteration 23Q: 3 clusters Score -1382031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1382029.125000 Penalty: 4637.435059
	Iteration 24Q: 3 clusters Score -1382029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1382033.625000 Penalty: 4637.435059
	Iteration 25Q: 3 clusters Score -1382034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1382034.750000 Penalty: 4637.435059
	Iteration 26Q: 3 clusters Score -1382035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1382039.000000 Penalty: 4637.435059
	Iteration 27Q: 3 clusters Score -1382039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1382043.500000 Penalty: 4637.435059
	Iteration 28Q: 3 clusters Score -1382044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1382047.875000 Penalty: 4637.435059
	Iteration 29Q: 3 clusters Score -1382048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1382047.250000 Penalty: 4637.435059
	Iteration 30Q: 3 clusters Score -1382047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1382052.000000 Penalty: 4637.435059
	Iteration 31Q: 3 clusters Score -1382052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1382051.000000 Penalty: 4637.435059
	Iteration 32Q: 3 clusters Score -1382051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1382052.625000 Penalty: 4637.435059
	Iteration 33Q: 3 clusters Score -1382053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1382054.250000 Penalty: 4637.435059
	Iteration 34Q: 3 clusters Score -1382054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1382055.875000 Penalty: 4637.435059
	Iteration 35Q: 3 clusters Score -1382056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1382050.875000 Penalty: 4637.435059
	Iteration 36Q: 3 clusters Score -1382051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1382052.250000 Penalty: 4637.435059
	Iteration 37Q: 3 clusters Score -1382052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1382053.250000 Penalty: 4637.435059
	Iteration 38Q: 3 clusters Score -1382053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1382053.250000 Penalty: 4637.435059
	Iteration 39F: 3 clusters Score -1382053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Entering Unmasked Estep 
Score: -436766.343750 Penalty: 2057.790771
	Iteration 0F: 2 clusters Score -436766.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -432919.062500 Penalty: 4115.581543
	Iteration 0F: 3 clusters Score -432919.1 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -433851.375000 Penalty: 4115.581543
	Iteration 1F: 3 clusters Score -433851.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -434113.375000 Penalty: 4115.581543
	Iteration 2F: 3 clusters Score -434113.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -434272.625000 Penalty: 4115.581543
	Iteration 3F: 3 clusters Score -434272.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -434388.437500 Penalty: 4115.581543
	Iteration 4Q: 3 clusters Score -434388.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -434492.906250 Penalty: 4115.581543
	Iteration 5Q: 3 clusters Score -434492.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -434582.500000 Penalty: 4115.581543
	Iteration 6Q: 3 clusters Score -434582.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -434658.156250 Penalty: 4115.581543
	Iteration 7Q: 3 clusters Score -434658.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -434726.875000 Penalty: 4115.581543
	Iteration 8Q: 3 clusters Score -434726.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -434784.312500 Penalty: 4115.581543
	Iteration 9Q: 3 clusters Score -434784.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -434839.156250 Penalty: 4115.581543
	Iteration 10Q: 3 clusters Score -434839.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -434892.906250 Penalty: 4115.581543
	Iteration 11Q: 3 clusters Score -434892.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -434962.968750 Penalty: 4115.581543
	Iteration 12Q: 3 clusters Score -434963 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -435017.343750 Penalty: 4115.581543
	Iteration 13Q: 3 clusters Score -435017.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -435073.000000 Penalty: 4115.581543
	Iteration 14Q: 3 clusters Score -435073 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -435112.000000 Penalty: 4115.581543
	Iteration 15Q: 3 clusters Score -435112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -435139.281250 Penalty: 4115.581543
	Iteration 16Q: 3 clusters Score -435139.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -435162.687500 Penalty: 4115.581543
	Iteration 17Q: 3 clusters Score -435162.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -435181.437500 Penalty: 4115.581543
	Iteration 18Q: 3 clusters Score -435181.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -435197.781250 Penalty: 4115.581543
	Iteration 19Q: 3 clusters Score -435197.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -435229.687500 Penalty: 4115.581543
	Iteration 20F: 3 clusters Score -435229.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -435260.375000 Penalty: 4115.581543
	Iteration 21Q: 3 clusters Score -435260.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -435303.250000 Penalty: 4115.581543
	Iteration 22Q: 3 clusters Score -435303.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -435357.250000 Penalty: 4115.581543
	Iteration 23Q: 3 clusters Score -435357.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -435406.562500 Penalty: 4115.581543
	Iteration 24Q: 3 clusters Score -435406.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -435430.781250 Penalty: 4115.581543
	Iteration 25Q: 3 clusters Score -435430.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -435449.250000 Penalty: 4115.581543
	Iteration 26Q: 3 clusters Score -435449.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -435463.406250 Penalty: 4115.581543
	Iteration 27Q: 3 clusters Score -435463.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -435478.812500 Penalty: 4115.581543
	Iteration 28Q: 3 clusters Score -435478.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -435493.343750 Penalty: 4115.581543
	Iteration 29Q: 3 clusters Score -435493.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -435505.312500 Penalty: 4115.581543
	Iteration 30Q: 3 clusters Score -435505.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -435519.187500 Penalty: 4115.581543
	Iteration 31Q: 3 clusters Score -435519.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -435532.093750 Penalty: 4115.581543
	Iteration 32Q: 3 clusters Score -435532.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -435544.468750 Penalty: 4115.581543
	Iteration 33Q: 3 clusters Score -435544.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -435552.937500 Penalty: 4115.581543
	Iteration 34Q: 3 clusters Score -435552.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -435560.156250 Penalty: 4115.581543
	Iteration 35Q: 3 clusters Score -435560.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -435568.750000 Penalty: 4115.581543
	Iteration 36Q: 3 clusters Score -435568.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -435578.875000 Penalty: 4115.581543
	Iteration 37Q: 3 clusters Score -435578.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -435589.437500 Penalty: 4115.581543
	Iteration 38Q: 3 clusters Score -435589.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -435596.343750 Penalty: 4115.581543
	Iteration 39Q: 3 clusters Score -435596.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -435600.562500 Penalty: 4115.581543
	Iteration 40F: 3 clusters Score -435600.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -435604.812500 Penalty: 4115.581543
	Iteration 41Q: 3 clusters Score -435604.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -435608.500000 Penalty: 4115.581543
	Iteration 42Q: 3 clusters Score -435608.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -435611.000000 Penalty: 4115.581543
	Iteration 43Q: 3 clusters Score -435611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -435611.937500 Penalty: 4115.581543
	Iteration 44Q: 3 clusters Score -435611.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -435612.656250 Penalty: 4115.581543
	Iteration 45Q: 3 clusters Score -435612.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -435615.343750 Penalty: 4115.581543
	Iteration 46Q: 3 clusters Score -435615.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -435616.062500 Penalty: 4115.581543
	Iteration 47Q: 3 clusters Score -435616.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -435618.125000 Penalty: 4115.581543
	Iteration 48Q: 3 clusters Score -435618.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -435620.218750 Penalty: 4115.581543
	Iteration 49Q: 3 clusters Score -435620.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -435623.000000 Penalty: 4115.581543
	Iteration 50Q: 3 clusters Score -435623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -435625.031250 Penalty: 4115.581543
	Iteration 51Q: 3 clusters Score -435625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -435626.187500 Penalty: 4115.581543
	Iteration 52Q: 3 clusters Score -435626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -435629.843750 Penalty: 4115.581543
	Iteration 53Q: 3 clusters Score -435629.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -435633.000000 Penalty: 4115.581543
	Iteration 54Q: 3 clusters Score -435633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -435634.875000 Penalty: 4115.581543
	Iteration 55Q: 3 clusters Score -435634.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -435638.375000 Penalty: 4115.581543
	Iteration 56Q: 3 clusters Score -435638.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -435641.531250 Penalty: 4115.581543
	Iteration 57Q: 3 clusters Score -435641.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -435645.937500 Penalty: 4115.581543
	Iteration 58Q: 3 clusters Score -435645.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -435652.000000 Penalty: 4115.581543
	Iteration 59Q: 3 clusters Score -435652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -435655.718750 Penalty: 4115.581543
	Iteration 60F: 3 clusters Score -435655.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -435663.750000 Penalty: 4115.581543
	Iteration 61Q: 3 clusters Score -435663.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -435674.156250 Penalty: 4115.581543
	Iteration 62Q: 3 clusters Score -435674.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -435680.625000 Penalty: 4115.581543
	Iteration 63Q: 3 clusters Score -435680.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -435689.468750 Penalty: 4115.581543
	Iteration 64Q: 3 clusters Score -435689.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -435699.031250 Penalty: 4115.581543
	Iteration 65Q: 3 clusters Score -435699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -435708.000000 Penalty: 4115.581543
	Iteration 66Q: 3 clusters Score -435708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -435715.750000 Penalty: 4115.581543
	Iteration 67Q: 3 clusters Score -435715.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -435724.312500 Penalty: 4115.581543
	Iteration 68Q: 3 clusters Score -435724.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -435730.781250 Penalty: 4115.581543
	Iteration 69Q: 3 clusters Score -435730.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -435733.562500 Penalty: 4115.581543
	Iteration 70Q: 3 clusters Score -435733.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -435740.750000 Penalty: 4115.581543
	Iteration 71Q: 3 clusters Score -435740.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -435751.718750 Penalty: 4115.581543
	Iteration 72Q: 3 clusters Score -435751.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -435760.406250 Penalty: 4115.581543
	Iteration 73Q: 3 clusters Score -435760.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -435764.750000 Penalty: 4115.581543
	Iteration 74Q: 3 clusters Score -435764.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -435769.750000 Penalty: 4115.581543
	Iteration 75Q: 3 clusters Score -435769.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -435771.468750 Penalty: 4115.581543
	Iteration 76Q: 3 clusters Score -435771.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -435778.468750 Penalty: 4115.581543
	Iteration 77Q: 3 clusters Score -435778.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -435782.562500 Penalty: 4115.581543
	Iteration 78Q: 3 clusters Score -435782.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -435786.500000 Penalty: 4115.581543
	Iteration 79Q: 3 clusters Score -435786.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -435790.281250 Penalty: 4115.581543
	Iteration 80F: 3 clusters Score -435790.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -435792.562500 Penalty: 4115.581543
	Iteration 81Q: 3 clusters Score -435792.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -435794.031250 Penalty: 4115.581543
	Iteration 82Q: 3 clusters Score -435794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -435794.468750 Penalty: 4115.581543
	Iteration 83Q: 3 clusters Score -435794.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -435797.125000 Penalty: 4115.581543
	Iteration 84Q: 3 clusters Score -435797.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -435799.843750 Penalty: 4115.581543
	Iteration 85Q: 3 clusters Score -435799.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -435801.250000 Penalty: 4115.581543
	Iteration 86Q: 3 clusters Score -435801.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -435805.593750 Penalty: 4115.581543
	Iteration 87Q: 3 clusters Score -435805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -435807.218750 Penalty: 4115.581543
	Iteration 88Q: 3 clusters Score -435807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -435807.218750 Penalty: 4115.581543
	Iteration 89F: 3 clusters Score -435807.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (48725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Entering Unmasked Estep 
Score: -6263756.500000 Penalty: 2676.898926
	Iteration 0F: 2 clusters Score -6263756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -6230822.500000 Penalty: 5353.797852
	Iteration 0F: 3 clusters Score -6230822 nChanged 22500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -6243414.500000 Penalty: 5353.797852
	Iteration 1F: 3 clusters Score -6243414 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -6244027.500000 Penalty: 5353.797852
	Iteration 2Q: 3 clusters Score -6244028 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -6244792.000000 Penalty: 5353.797852
	Iteration 3Q: 3 clusters Score -6244792 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -6245835.000000 Penalty: 5353.797852
	Iteration 4Q: 3 clusters Score -6245835 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -6247263.500000 Penalty: 5353.797852
	Iteration 5F: 3 clusters Score -6247264 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -6249171.000000 Penalty: 5353.797852
	Iteration 6F: 3 clusters Score -6249171 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -6251540.500000 Penalty: 5353.797852
	Iteration 7F: 3 clusters Score -6251540 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -6254276.500000 Penalty: 5353.797852
	Iteration 8F: 3 clusters Score -6254276 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -6256774.500000 Penalty: 5353.797852
	Iteration 9F: 3 clusters Score -6256774 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -6258724.500000 Penalty: 5353.797852
	Iteration 10Q: 3 clusters Score -6258724 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -6259954.500000 Penalty: 5353.797852
	Iteration 11Q: 3 clusters Score -6259954 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -6260695.000000 Penalty: 5353.797852
	Iteration 12Q: 3 clusters Score -6260695 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -6261061.000000 Penalty: 5353.797852
	Iteration 13Q: 3 clusters Score -6261061 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -6261255.000000 Penalty: 5353.797852
	Iteration 14Q: 3 clusters Score -6261255 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -6261368.000000 Penalty: 5353.797852
	Iteration 15Q: 3 clusters Score -6261368 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -6261485.500000 Penalty: 5353.797852
	Iteration 16Q: 3 clusters Score -6261486 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -6261593.000000 Penalty: 5353.797852
	Iteration 17Q: 3 clusters Score -6261593 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -6261651.000000 Penalty: 5353.797852
	Iteration 18Q: 3 clusters Score -6261651 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -6261690.000000 Penalty: 5353.797852
	Iteration 19Q: 3 clusters Score -6261690 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -6261715.000000 Penalty: 5353.797852
	Iteration 20F: 3 clusters Score -6261715 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -6261741.500000 Penalty: 5353.797852
	Iteration 21Q: 3 clusters Score -6261742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -6261755.000000 Penalty: 5353.797852
	Iteration 22Q: 3 clusters Score -6261755 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -6261762.500000 Penalty: 5353.797852
	Iteration 23Q: 3 clusters Score -6261762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -6261771.000000 Penalty: 5353.797852
	Iteration 24Q: 3 clusters Score -6261771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -6261779.000000 Penalty: 5353.797852
	Iteration 25Q: 3 clusters Score -6261779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -6261781.000000 Penalty: 5353.797852
	Iteration 26Q: 3 clusters Score -6261781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -6261786.000000 Penalty: 5353.797852
	Iteration 27Q: 3 clusters Score -6261786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -6261792.500000 Penalty: 5353.797852
	Iteration 28Q: 3 clusters Score -6261792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -6261796.500000 Penalty: 5353.797852
	Iteration 29Q: 3 clusters Score -6261796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -6261802.000000 Penalty: 5353.797852
	Iteration 30Q: 3 clusters Score -6261802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -6261816.500000 Penalty: 5353.797852
	Iteration 31Q: 3 clusters Score -6261816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -6261822.500000 Penalty: 5353.797852
	Iteration 32Q: 3 clusters Score -6261822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -6261831.000000 Penalty: 5353.797852
	Iteration 33Q: 3 clusters Score -6261831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -6261827.500000 Penalty: 5353.797852
	Iteration 34Q: 3 clusters Score -6261828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -6261839.000000 Penalty: 5353.797852
	Iteration 35Q: 3 clusters Score -6261839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -6261846.000000 Penalty: 5353.797852
	Iteration 36Q: 3 clusters Score -6261846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -6261836.500000 Penalty: 5353.797852
	Iteration 37Q: 3 clusters Score -6261836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -6261842.500000 Penalty: 5353.797852
	Iteration 38Q: 3 clusters Score -6261842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -6261844.500000 Penalty: 5353.797852
	Iteration 39Q: 3 clusters Score -6261844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -6261845.500000 Penalty: 5353.797852
	Iteration 40F: 3 clusters Score -6261846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -6261856.500000 Penalty: 5353.797852
	Iteration 41Q: 3 clusters Score -6261856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -6261853.500000 Penalty: 5353.797852
	Iteration 42Q: 3 clusters Score -6261854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -6261851.000000 Penalty: 5353.797852
	Iteration 43Q: 3 clusters Score -6261851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -6261856.500000 Penalty: 5353.797852
	Iteration 44Q: 3 clusters Score -6261856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -6261856.500000 Penalty: 5353.797852
	Iteration 45F: 3 clusters Score -6261856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -89436.687500 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -89436.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -87620.289062 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -87620.29 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -87890.765625 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -87890.77 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88016.898438 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -88016.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88087.171875 Penalty: 3328.419434
	Iteration 3Q: 3 clusters Score -88087.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88129.984375 Penalty: 3328.419434
	Iteration 4Q: 3 clusters Score -88129.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88154.718750 Penalty: 3328.419434
	Iteration 5Q: 3 clusters Score -88154.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88184.187500 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -88184.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88214.921875 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -88214.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88247.031250 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -88247.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88309.445312 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -88309.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88380.507812 Penalty: 3328.419434
	Iteration 10Q: 3 clusters Score -88380.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -88603.632812 Penalty: 3328.419434
	Iteration 11Q: 3 clusters Score -88603.63 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -89104.835938 Penalty: 3328.419434
	Iteration 12Q: 3 clusters Score -89104.84 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -89286.195312 Penalty: 3328.419434
	Iteration 13F: 3 clusters Score -89286.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -89451.703125 Penalty: 3328.419434
	Iteration 14F: 3 clusters Score -89451.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -89577.921875 Penalty: 3328.419434
	Iteration 15Q: 3 clusters Score -89577.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -89634.304688 Penalty: 3328.419434
	Iteration 16Q: 3 clusters Score -89634.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -89661.710938 Penalty: 3328.419434
	Iteration 17Q: 3 clusters Score -89661.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -89686.640625 Penalty: 3328.419434
	Iteration 18Q: 3 clusters Score -89686.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -89697.296875 Penalty: 3328.419434
	Iteration 19Q: 3 clusters Score -89697.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -89709.617188 Penalty: 3328.419434
	Iteration 20F: 3 clusters Score -89709.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -89718.632812 Penalty: 3328.419434
	Iteration 21Q: 3 clusters Score -89718.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -89738.492188 Penalty: 3328.419434
	Iteration 22Q: 3 clusters Score -89738.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -89762.757812 Penalty: 3328.419434
	Iteration 23Q: 3 clusters Score -89762.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -89796.046875 Penalty: 3328.419434
	Iteration 24Q: 3 clusters Score -89796.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -89821.453125 Penalty: 3328.419434
	Iteration 25Q: 3 clusters Score -89821.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -89821.453125 Penalty: 3328.419434
	Iteration 26F: 3 clusters Score -89821.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 104601 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 48476 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 23225 members 
Mstep: Class 11 contains 13202 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 14650 members 
Mstep: Class 14 contains 181641 members 
Mstep: Class 15 contains 12157 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 88577 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 96645 members 
Mstep: Class 20 contains 70958 members 
Mstep: Class 21 contains 30228 members 
Mstep: Class 22 contains 6091 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 48725 members 
Mstep: Class 26 contains 586 members 
Mstep: Class 27 contains 91631 members 
Mstep: Class 28 contains 5424 members 
Mstep: Class 29 contains 19407 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 170691 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 492 members 
Mstep: Class 34 contains 18496 members 
Mstep: Class 35 contains 8702 members 
Mstep: Class 36 contains 9119 members 
Mstep: Class 37 contains 4454 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 698 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 2457 members 
Mstep: Class 42 contains 235 members 
Entering Unmasked Estep 
Score: -150949888.000000 Penalty: 145916.250000
Splitting cluster 26 changes total score from -150950992.000000 to -150949888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (91631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91631 members 
Entering Unmasked Estep 
Score: -11050811.000000 Penalty: 2833.530029
	Iteration 0F: 2 clusters Score -1.105081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -10989771.000000 Penalty: 5667.060059
	Iteration 0F: 3 clusters Score -1.098977e+07 nChanged 43189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -11015157.000000 Penalty: 5667.060059
	Iteration 1F: 3 clusters Score -1.101516e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -11016914.000000 Penalty: 5667.060059
	Iteration 2Q: 3 clusters Score -1.101691e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -11019087.000000 Penalty: 5667.060059
	Iteration 3F: 3 clusters Score -1.101909e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -11021941.000000 Penalty: 5667.060059
	Iteration 4F: 3 clusters Score -1.102194e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -11025228.000000 Penalty: 5667.060059
	Iteration 5F: 3 clusters Score -1.102523e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -11028452.000000 Penalty: 5667.060059
	Iteration 6F: 3 clusters Score -1.102845e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 57469 members 
Entering Unmasked Estep 
Score: -11031549.000000 Penalty: 5667.060059
	Iteration 7F: 3 clusters Score -1.103155e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -11034470.000000 Penalty: 5667.060059
	Iteration 8F: 3 clusters Score -1.103447e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 61773 members 
Entering Unmasked Estep 
Score: -11037081.000000 Penalty: 5667.060059
	Iteration 9Q: 3 clusters Score -1.103708e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -11039026.000000 Penalty: 5667.060059
	Iteration 10Q: 3 clusters Score -1.103903e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 64514 members 
Entering Unmasked Estep 
Score: -11040380.000000 Penalty: 5667.060059
	Iteration 11Q: 3 clusters Score -1.104038e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 65446 members 
Entering Unmasked Estep 
Score: -11041213.000000 Penalty: 5667.060059
	Iteration 12Q: 3 clusters Score -1.104121e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 66263 members 
Entering Unmasked Estep 
Score: -11041783.000000 Penalty: 5667.060059
	Iteration 13Q: 3 clusters Score -1.104178e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 67039 members 
Entering Unmasked Estep 
Score: -11042095.000000 Penalty: 5667.060059
	Iteration 14Q: 3 clusters Score -1.10421e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -11042312.000000 Penalty: 5667.060059
	Iteration 15Q: 3 clusters Score -1.104231e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 68527 members 
Entering Unmasked Estep 
Score: -11042545.000000 Penalty: 5667.060059
	Iteration 16Q: 3 clusters Score -1.104254e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 69224 members 
Entering Unmasked Estep 
Score: -11042736.000000 Penalty: 5667.060059
	Iteration 17Q: 3 clusters Score -1.104274e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 69918 members 
Entering Unmasked Estep 
Score: -11042926.000000 Penalty: 5667.060059
	Iteration 18Q: 3 clusters Score -1.104293e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 70634 members 
Entering Unmasked Estep 
Score: -11043028.000000 Penalty: 5667.060059
	Iteration 19Q: 3 clusters Score -1.104303e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 71355 members 
Entering Unmasked Estep 
Score: -11043188.000000 Penalty: 5667.060059
	Iteration 20F: 3 clusters Score -1.104319e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 72094 members 
Entering Unmasked Estep 
Score: -11043411.000000 Penalty: 5667.060059
	Iteration 21Q: 3 clusters Score -1.104341e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 72849 members 
Entering Unmasked Estep 
Score: -11043600.000000 Penalty: 5667.060059
	Iteration 22Q: 3 clusters Score -1.10436e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 73655 members 
Entering Unmasked Estep 
Score: -11043802.000000 Penalty: 5667.060059
	Iteration 23Q: 3 clusters Score -1.10438e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 74470 members 
Entering Unmasked Estep 
Score: -11044082.000000 Penalty: 5667.060059
	Iteration 24Q: 3 clusters Score -1.104408e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 75290 members 
Entering Unmasked Estep 
Score: -11044401.000000 Penalty: 5667.060059
	Iteration 25Q: 3 clusters Score -1.10444e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -11044764.000000 Penalty: 5667.060059
	Iteration 26Q: 3 clusters Score -1.104476e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 77121 members 
Entering Unmasked Estep 
Score: -11045240.000000 Penalty: 5667.060059
	Iteration 27Q: 3 clusters Score -1.104524e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 77997 members 
Entering Unmasked Estep 
Score: -11045887.000000 Penalty: 5667.060059
	Iteration 28Q: 3 clusters Score -1.104589e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 78822 members 
Entering Unmasked Estep 
Score: -11046517.000000 Penalty: 5667.060059
	Iteration 29Q: 3 clusters Score -1.104652e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 79610 members 
Entering Unmasked Estep 
Score: -11047201.000000 Penalty: 5667.060059
	Iteration 30Q: 3 clusters Score -1.10472e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -11047873.000000 Penalty: 5667.060059
	Iteration 31Q: 3 clusters Score -1.104787e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 80839 members 
Entering Unmasked Estep 
Score: -11048311.000000 Penalty: 5667.060059
	Iteration 32Q: 3 clusters Score -1.104831e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 81286 members 
Entering Unmasked Estep 
Score: -11048542.000000 Penalty: 5667.060059
	Iteration 33Q: 3 clusters Score -1.104854e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 81639 members 
Entering Unmasked Estep 
Score: -11048696.000000 Penalty: 5667.060059
	Iteration 34Q: 3 clusters Score -1.10487e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 81958 members 
Entering Unmasked Estep 
Score: -11048802.000000 Penalty: 5667.060059
	Iteration 35Q: 3 clusters Score -1.10488e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
Score: -11048902.000000 Penalty: 5667.060059
	Iteration 36Q: 3 clusters Score -1.10489e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 82521 members 
Entering Unmasked Estep 
Score: -11048941.000000 Penalty: 5667.060059
	Iteration 37Q: 3 clusters Score -1.104894e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 82781 members 
Entering Unmasked Estep 
Score: -11049023.000000 Penalty: 5667.060059
	Iteration 38Q: 3 clusters Score -1.104902e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 83023 members 
Entering Unmasked Estep 
Score: -11049056.000000 Penalty: 5667.060059
	Iteration 39Q: 3 clusters Score -1.104906e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -11049087.000000 Penalty: 5667.060059
	Iteration 40F: 3 clusters Score -1.104909e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 83529 members 
Entering Unmasked Estep 
Score: -11049130.000000 Penalty: 5667.060059
	Iteration 41Q: 3 clusters Score -1.104913e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 83750 members 
Entering Unmasked Estep 
Score: -11049169.000000 Penalty: 5667.060059
	Iteration 42Q: 3 clusters Score -1.104917e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 83941 members 
Entering Unmasked Estep 
Score: -11049219.000000 Penalty: 5667.060059
	Iteration 43Q: 3 clusters Score -1.104922e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 84113 members 
Entering Unmasked Estep 
Score: -11049274.000000 Penalty: 5667.060059
	Iteration 44Q: 3 clusters Score -1.104927e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 84274 members 
Entering Unmasked Estep 
Score: -11049292.000000 Penalty: 5667.060059
	Iteration 45Q: 3 clusters Score -1.104929e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 84444 members 
Entering Unmasked Estep 
Score: -11049324.000000 Penalty: 5667.060059
	Iteration 46Q: 3 clusters Score -1.104932e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -11049361.000000 Penalty: 5667.060059
	Iteration 47Q: 3 clusters Score -1.104936e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 84755 members 
Entering Unmasked Estep 
Score: -11049366.000000 Penalty: 5667.060059
	Iteration 48Q: 3 clusters Score -1.104937e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 84909 members 
Entering Unmasked Estep 
Score: -11049376.000000 Penalty: 5667.060059
	Iteration 49Q: 3 clusters Score -1.104938e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 85041 members 
Entering Unmasked Estep 
Score: -11049404.000000 Penalty: 5667.060059
	Iteration 50Q: 3 clusters Score -1.10494e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 85166 members 
Entering Unmasked Estep 
Score: -11049433.000000 Penalty: 5667.060059
	Iteration 51Q: 3 clusters Score -1.104943e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 85261 members 
Entering Unmasked Estep 
Score: -11049443.000000 Penalty: 5667.060059
	Iteration 52Q: 3 clusters Score -1.104944e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 85340 members 
Entering Unmasked Estep 
Score: -11049459.000000 Penalty: 5667.060059
	Iteration 53Q: 3 clusters Score -1.104946e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 85416 members 
Entering Unmasked Estep 
Score: -11049445.000000 Penalty: 5667.060059
	Iteration 54Q: 3 clusters Score -1.104944e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 85474 members 
Entering Unmasked Estep 
Score: -11049462.000000 Penalty: 5667.060059
	Iteration 55Q: 3 clusters Score -1.104946e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 85536 members 
Entering Unmasked Estep 
Score: -11049497.000000 Penalty: 5667.060059
	Iteration 56Q: 3 clusters Score -1.10495e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 85591 members 
Entering Unmasked Estep 
Score: -11049499.000000 Penalty: 5667.060059
	Iteration 57Q: 3 clusters Score -1.10495e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
Score: -11049508.000000 Penalty: 5667.060059
	Iteration 58Q: 3 clusters Score -1.104951e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -11049499.000000 Penalty: 5667.060059
	Iteration 59Q: 3 clusters Score -1.10495e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 85783 members 
Entering Unmasked Estep 
Score: -11049507.000000 Penalty: 5667.060059
	Iteration 60F: 3 clusters Score -1.104951e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 85837 members 
Entering Unmasked Estep 
Score: -11049521.000000 Penalty: 5667.060059
	Iteration 61Q: 3 clusters Score -1.104952e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 85880 members 
Entering Unmasked Estep 
Score: -11049532.000000 Penalty: 5667.060059
	Iteration 62Q: 3 clusters Score -1.104953e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 85929 members 
Entering Unmasked Estep 
Score: -11049544.000000 Penalty: 5667.060059
	Iteration 63Q: 3 clusters Score -1.104954e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 85973 members 
Entering Unmasked Estep 
Score: -11049553.000000 Penalty: 5667.060059
	Iteration 64Q: 3 clusters Score -1.104955e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 86010 members 
Entering Unmasked Estep 
Score: -11049547.000000 Penalty: 5667.060059
	Iteration 65Q: 3 clusters Score -1.104955e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 86041 members 
Entering Unmasked Estep 
Score: -11049547.000000 Penalty: 5667.060059
	Iteration 66Q: 3 clusters Score -1.104955e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 86070 members 
Entering Unmasked Estep 
Score: -11049546.000000 Penalty: 5667.060059
	Iteration 67Q: 3 clusters Score -1.104955e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 86109 members 
Entering Unmasked Estep 
Score: -11049553.000000 Penalty: 5667.060059
	Iteration 68Q: 3 clusters Score -1.104955e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 86134 members 
Entering Unmasked Estep 
Score: -11049559.000000 Penalty: 5667.060059
	Iteration 69Q: 3 clusters Score -1.104956e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 86150 members 
Entering Unmasked Estep 
Score: -11049553.000000 Penalty: 5667.060059
	Iteration 70Q: 3 clusters Score -1.104955e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 86172 members 
Entering Unmasked Estep 
Score: -11049570.000000 Penalty: 5667.060059
	Iteration 71Q: 3 clusters Score -1.104957e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 86195 members 
Entering Unmasked Estep 
Score: -11049578.000000 Penalty: 5667.060059
	Iteration 72Q: 3 clusters Score -1.104958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 86212 members 
Entering Unmasked Estep 
Score: -11049586.000000 Penalty: 5667.060059
	Iteration 73Q: 3 clusters Score -1.104959e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 86229 members 
Entering Unmasked Estep 
Score: -11049577.000000 Penalty: 5667.060059
	Iteration 74Q: 3 clusters Score -1.104958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 86241 members 
Entering Unmasked Estep 
Score: -11049572.000000 Penalty: 5667.060059
	Iteration 75Q: 3 clusters Score -1.104957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -11049588.000000 Penalty: 5667.060059
	Iteration 76Q: 3 clusters Score -1.104959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 86255 members 
Entering Unmasked Estep 
Score: -11049570.000000 Penalty: 5667.060059
	Iteration 77Q: 3 clusters Score -1.104957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 86268 members 
Entering Unmasked Estep 
Score: -11049560.000000 Penalty: 5667.060059
	Iteration 78Q: 3 clusters Score -1.104956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 86284 members 
Entering Unmasked Estep 
Score: -11049569.000000 Penalty: 5667.060059
	Iteration 79Q: 3 clusters Score -1.104957e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 86302 members 
Entering Unmasked Estep 
Score: -11049554.000000 Penalty: 5667.060059
	Iteration 80F: 3 clusters Score -1.104955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 86321 members 
Entering Unmasked Estep 
Score: -11049567.000000 Penalty: 5667.060059
	Iteration 81Q: 3 clusters Score -1.104957e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 86340 members 
Entering Unmasked Estep 
Score: -11049568.000000 Penalty: 5667.060059
	Iteration 82Q: 3 clusters Score -1.104957e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 86357 members 
Entering Unmasked Estep 
Score: -11049576.000000 Penalty: 5667.060059
	Iteration 83Q: 3 clusters Score -1.104958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 86369 members 
Entering Unmasked Estep 
Score: -11049563.000000 Penalty: 5667.060059
	Iteration 84Q: 3 clusters Score -1.104956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 86384 members 
Entering Unmasked Estep 
Score: -11049567.000000 Penalty: 5667.060059
	Iteration 85Q: 3 clusters Score -1.104957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 86398 members 
Entering Unmasked Estep 
Score: -11049569.000000 Penalty: 5667.060059
	Iteration 86Q: 3 clusters Score -1.104957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 86410 members 
Entering Unmasked Estep 
Score: -11049562.000000 Penalty: 5667.060059
	Iteration 87Q: 3 clusters Score -1.104956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 86420 members 
Entering Unmasked Estep 
Score: -11049567.000000 Penalty: 5667.060059
	Iteration 88Q: 3 clusters Score -1.104957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 86426 members 
Entering Unmasked Estep 
Score: -11049564.000000 Penalty: 5667.060059
	Iteration 89Q: 3 clusters Score -1.104956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -11049570.000000 Penalty: 5667.060059
	Iteration 90Q: 3 clusters Score -1.104957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 86443 members 
Entering Unmasked Estep 
Score: -11049575.000000 Penalty: 5667.060059
	Iteration 91Q: 3 clusters Score -1.104958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 86452 members 
Entering Unmasked Estep 
Score: -11049582.000000 Penalty: 5667.060059
	Iteration 92Q: 3 clusters Score -1.104958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 86466 members 
Entering Unmasked Estep 
Score: -11049591.000000 Penalty: 5667.060059
	Iteration 93Q: 3 clusters Score -1.104959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 86480 members 
Entering Unmasked Estep 
Score: -11049588.000000 Penalty: 5667.060059
	Iteration 94Q: 3 clusters Score -1.104959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 86489 members 
Entering Unmasked Estep 
Score: -11049595.000000 Penalty: 5667.060059
	Iteration 95Q: 3 clusters Score -1.10496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 86501 members 
Entering Unmasked Estep 
Score: -11049592.000000 Penalty: 5667.060059
	Iteration 96Q: 3 clusters Score -1.104959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 86511 members 
Entering Unmasked Estep 
Score: -11049581.000000 Penalty: 5667.060059
	Iteration 97Q: 3 clusters Score -1.104958e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 86534 members 
Entering Unmasked Estep 
Score: -11049595.000000 Penalty: 5667.060059
	Iteration 98Q: 3 clusters Score -1.10496e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 86559 members 
Entering Unmasked Estep 
Score: -11049624.000000 Penalty: 5667.060059
	Iteration 99Q: 3 clusters Score -1.104962e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 86575 members 
Entering Unmasked Estep 
Score: -11049613.000000 Penalty: 5667.060059
	Iteration 100F: 3 clusters Score -1.104961e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -11049616.000000 Penalty: 5667.060059
	Iteration 101Q: 3 clusters Score -1.104962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 86599 members 
Entering Unmasked Estep 
Score: -11049605.000000 Penalty: 5667.060059
	Iteration 102Q: 3 clusters Score -1.10496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 86609 members 
Entering Unmasked Estep 
Score: -11049618.000000 Penalty: 5667.060059
	Iteration 103Q: 3 clusters Score -1.104962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 86614 members 
Entering Unmasked Estep 
Score: -11049631.000000 Penalty: 5667.060059
	Iteration 104Q: 3 clusters Score -1.104963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 86616 members 
Entering Unmasked Estep 
Score: -11049626.000000 Penalty: 5667.060059
	Iteration 105Q: 3 clusters Score -1.104963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -11049628.000000 Penalty: 5667.060059
	Iteration 106Q: 3 clusters Score -1.104963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -11049628.000000 Penalty: 5667.060059
	Iteration 107F: 3 clusters Score -1.104963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Entering Unmasked Estep 
Score: -677589.062500 Penalty: 2132.449951
	Iteration 0F: 2 clusters Score -677589.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -672817.125000 Penalty: 4264.899902
	Iteration 0F: 3 clusters Score -672817.1 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -674137.437500 Penalty: 4264.899902
	Iteration 1F: 3 clusters Score -674137.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -674581.062500 Penalty: 4264.899902
	Iteration 2F: 3 clusters Score -674581.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -674942.312500 Penalty: 4264.899902
	Iteration 3F: 3 clusters Score -674942.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -675258.562500 Penalty: 4264.899902
	Iteration 4F: 3 clusters Score -675258.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -675539.937500 Penalty: 4264.899902
	Iteration 5F: 3 clusters Score -675539.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -675747.750000 Penalty: 4264.899902
	Iteration 6F: 3 clusters Score -675747.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -675875.687500 Penalty: 4264.899902
	Iteration 7Q: 3 clusters Score -675875.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -675955.250000 Penalty: 4264.899902
	Iteration 8Q: 3 clusters Score -675955.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -676011.562500 Penalty: 4264.899902
	Iteration 9Q: 3 clusters Score -676011.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -676050.312500 Penalty: 4264.899902
	Iteration 10Q: 3 clusters Score -676050.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -676078.812500 Penalty: 4264.899902
	Iteration 11Q: 3 clusters Score -676078.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -676108.187500 Penalty: 4264.899902
	Iteration 12Q: 3 clusters Score -676108.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -676139.125000 Penalty: 4264.899902
	Iteration 13Q: 3 clusters Score -676139.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -676166.500000 Penalty: 4264.899902
	Iteration 14Q: 3 clusters Score -676166.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -676191.812500 Penalty: 4264.899902
	Iteration 15Q: 3 clusters Score -676191.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -676208.937500 Penalty: 4264.899902
	Iteration 16Q: 3 clusters Score -676208.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -676219.187500 Penalty: 4264.899902
	Iteration 17Q: 3 clusters Score -676219.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -676227.937500 Penalty: 4264.899902
	Iteration 18Q: 3 clusters Score -676227.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -676231.812500 Penalty: 4264.899902
	Iteration 19Q: 3 clusters Score -676231.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -676238.437500 Penalty: 4264.899902
	Iteration 20F: 3 clusters Score -676238.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -676244.250000 Penalty: 4264.899902
	Iteration 21Q: 3 clusters Score -676244.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -676249.250000 Penalty: 4264.899902
	Iteration 22Q: 3 clusters Score -676249.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -676253.437500 Penalty: 4264.899902
	Iteration 23Q: 3 clusters Score -676253.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -676257.875000 Penalty: 4264.899902
	Iteration 24Q: 3 clusters Score -676257.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -676260.437500 Penalty: 4264.899902
	Iteration 25Q: 3 clusters Score -676260.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -676263.812500 Penalty: 4264.899902
	Iteration 26Q: 3 clusters Score -676263.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -676268.312500 Penalty: 4264.899902
	Iteration 27Q: 3 clusters Score -676268.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -676270.937500 Penalty: 4264.899902
	Iteration 28Q: 3 clusters Score -676270.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -676274.000000 Penalty: 4264.899902
	Iteration 29Q: 3 clusters Score -676274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -676278.000000 Penalty: 4264.899902
	Iteration 30Q: 3 clusters Score -676278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -676280.312500 Penalty: 4264.899902
	Iteration 31Q: 3 clusters Score -676280.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -676282.937500 Penalty: 4264.899902
	Iteration 32Q: 3 clusters Score -676282.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -676286.625000 Penalty: 4264.899902
	Iteration 33Q: 3 clusters Score -676286.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -676289.750000 Penalty: 4264.899902
	Iteration 34Q: 3 clusters Score -676289.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -676295.062500 Penalty: 4264.899902
	Iteration 35Q: 3 clusters Score -676295.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -676304.062500 Penalty: 4264.899902
	Iteration 36Q: 3 clusters Score -676304.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -676310.562500 Penalty: 4264.899902
	Iteration 37Q: 3 clusters Score -676310.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -676314.875000 Penalty: 4264.899902
	Iteration 38Q: 3 clusters Score -676314.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -676314.625000 Penalty: 4264.899902
	Iteration 39Q: 3 clusters Score -676314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -676316.187500 Penalty: 4264.899902
	Iteration 40F: 3 clusters Score -676316.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -676320.437500 Penalty: 4264.899902
	Iteration 41Q: 3 clusters Score -676320.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -676324.875000 Penalty: 4264.899902
	Iteration 42Q: 3 clusters Score -676324.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -676329.375000 Penalty: 4264.899902
	Iteration 43Q: 3 clusters Score -676329.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -676331.000000 Penalty: 4264.899902
	Iteration 44Q: 3 clusters Score -676331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -676333.625000 Penalty: 4264.899902
	Iteration 45Q: 3 clusters Score -676333.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -676334.062500 Penalty: 4264.899902
	Iteration 46Q: 3 clusters Score -676334.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -676335.750000 Penalty: 4264.899902
	Iteration 47Q: 3 clusters Score -676335.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -676337.937500 Penalty: 4264.899902
	Iteration 48Q: 3 clusters Score -676337.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -676340.812500 Penalty: 4264.899902
	Iteration 49Q: 3 clusters Score -676340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -676343.000000 Penalty: 4264.899902
	Iteration 50Q: 3 clusters Score -676343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -676342.687500 Penalty: 4264.899902
	Iteration 51Q: 3 clusters Score -676342.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -676346.750000 Penalty: 4264.899902
	Iteration 52Q: 3 clusters Score -676346.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -676350.937500 Penalty: 4264.899902
	Iteration 53Q: 3 clusters Score -676350.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -676351.562500 Penalty: 4264.899902
	Iteration 54Q: 3 clusters Score -676351.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -676353.000000 Penalty: 4264.899902
	Iteration 55Q: 3 clusters Score -676353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -676355.562500 Penalty: 4264.899902
	Iteration 56Q: 3 clusters Score -676355.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -676355.437500 Penalty: 4264.899902
	Iteration 57Q: 3 clusters Score -676355.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -676355.812500 Penalty: 4264.899902
	Iteration 58Q: 3 clusters Score -676355.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -676355.812500 Penalty: 4264.899902
	Iteration 59F: 3 clusters Score -676355.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Entering Unmasked Estep 
Score: -2490006.000000 Penalty: 2448.600586
	Iteration 0F: 2 clusters Score -2490006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2476346.750000 Penalty: 4897.201172
	Iteration 0F: 3 clusters Score -2476347 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2481021.250000 Penalty: 4897.201172
	Iteration 1F: 3 clusters Score -2481021 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2481502.750000 Penalty: 4897.201172
	Iteration 2F: 3 clusters Score -2481503 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2481982.500000 Penalty: 4897.201172
	Iteration 3F: 3 clusters Score -2481982 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2482497.250000 Penalty: 4897.201172
	Iteration 4Q: 3 clusters Score -2482497 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2483071.250000 Penalty: 4897.201172
	Iteration 5Q: 3 clusters Score -2483071 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2483672.750000 Penalty: 4897.201172
	Iteration 6F: 3 clusters Score -2483673 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2484321.500000 Penalty: 4897.201172
	Iteration 7F: 3 clusters Score -2484322 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2484921.500000 Penalty: 4897.201172
	Iteration 8F: 3 clusters Score -2484922 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2485529.500000 Penalty: 4897.201172
	Iteration 9Q: 3 clusters Score -2485530 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2486209.750000 Penalty: 4897.201172
	Iteration 10Q: 3 clusters Score -2486210 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2486847.000000 Penalty: 4897.201172
	Iteration 11Q: 3 clusters Score -2486847 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2487399.500000 Penalty: 4897.201172
	Iteration 12Q: 3 clusters Score -2487400 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2487860.000000 Penalty: 4897.201172
	Iteration 13Q: 3 clusters Score -2487860 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2488189.500000 Penalty: 4897.201172
	Iteration 14Q: 3 clusters Score -2488190 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2488401.000000 Penalty: 4897.201172
	Iteration 15Q: 3 clusters Score -2488401 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2488533.250000 Penalty: 4897.201172
	Iteration 16Q: 3 clusters Score -2488533 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2488615.500000 Penalty: 4897.201172
	Iteration 17Q: 3 clusters Score -2488616 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2488680.250000 Penalty: 4897.201172
	Iteration 18Q: 3 clusters Score -2488680 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2488726.500000 Penalty: 4897.201172
	Iteration 19Q: 3 clusters Score -2488726 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2488796.250000 Penalty: 4897.201172
	Iteration 20F: 3 clusters Score -2488796 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2488852.500000 Penalty: 4897.201172
	Iteration 21Q: 3 clusters Score -2488852 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2488913.500000 Penalty: 4897.201172
	Iteration 22Q: 3 clusters Score -2488914 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2488952.750000 Penalty: 4897.201172
	Iteration 23Q: 3 clusters Score -2488953 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2488990.250000 Penalty: 4897.201172
	Iteration 24Q: 3 clusters Score -2488990 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2489020.500000 Penalty: 4897.201172
	Iteration 25Q: 3 clusters Score -2489020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2489043.750000 Penalty: 4897.201172
	Iteration 26Q: 3 clusters Score -2489044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2489066.500000 Penalty: 4897.201172
	Iteration 27Q: 3 clusters Score -2489066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2489079.000000 Penalty: 4897.201172
	Iteration 28Q: 3 clusters Score -2489079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2489086.500000 Penalty: 4897.201172
	Iteration 29Q: 3 clusters Score -2489086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2489082.500000 Penalty: 4897.201172
	Iteration 30Q: 3 clusters Score -2489082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2489093.250000 Penalty: 4897.201172
	Iteration 31Q: 3 clusters Score -2489093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2489098.750000 Penalty: 4897.201172
	Iteration 32Q: 3 clusters Score -2489099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2489100.500000 Penalty: 4897.201172
	Iteration 33Q: 3 clusters Score -2489100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2489098.750000 Penalty: 4897.201172
	Iteration 34Q: 3 clusters Score -2489099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2489097.750000 Penalty: 4897.201172
	Iteration 35Q: 3 clusters Score -2489098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2489093.500000 Penalty: 4897.201172
	Iteration 36Q: 3 clusters Score -2489094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2489092.750000 Penalty: 4897.201172
	Iteration 37Q: 3 clusters Score -2489093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2489096.250000 Penalty: 4897.201172
	Iteration 38Q: 3 clusters Score -2489096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2489099.000000 Penalty: 4897.201172
	Iteration 39Q: 3 clusters Score -2489099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2489099.750000 Penalty: 4897.201172
	Iteration 40F: 3 clusters Score -2489100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Entering Unmasked Estep 
Score: -2693736.500000 Penalty: 2464.296875
	Iteration 0F: 2 clusters Score -2693736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2679183.750000 Penalty: 4928.593750
	Iteration 0F: 3 clusters Score -2679184 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2684301.750000 Penalty: 4928.593750
	Iteration 1F: 3 clusters Score -2684302 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2684824.250000 Penalty: 4928.593750
	Iteration 2F: 3 clusters Score -2684824 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2685327.000000 Penalty: 4928.593750
	Iteration 3F: 3 clusters Score -2685327 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2685883.000000 Penalty: 4928.593750
	Iteration 4Q: 3 clusters Score -2685883 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2686551.500000 Penalty: 4928.593750
	Iteration 5Q: 3 clusters Score -2686552 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2687192.000000 Penalty: 4928.593750
	Iteration 6Q: 3 clusters Score -2687192 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2687821.500000 Penalty: 4928.593750
	Iteration 7Q: 3 clusters Score -2687822 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2688354.250000 Penalty: 4928.593750
	Iteration 8Q: 3 clusters Score -2688354 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2688783.250000 Penalty: 4928.593750
	Iteration 9Q: 3 clusters Score -2688783 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2689167.750000 Penalty: 4928.593750
	Iteration 10Q: 3 clusters Score -2689168 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2689531.750000 Penalty: 4928.593750
	Iteration 11Q: 3 clusters Score -2689532 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2689846.500000 Penalty: 4928.593750
	Iteration 12Q: 3 clusters Score -2689846 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2690159.000000 Penalty: 4928.593750
	Iteration 13Q: 3 clusters Score -2690159 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2690405.250000 Penalty: 4928.593750
	Iteration 14Q: 3 clusters Score -2690405 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2690648.750000 Penalty: 4928.593750
	Iteration 15Q: 3 clusters Score -2690649 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2690860.750000 Penalty: 4928.593750
	Iteration 16Q: 3 clusters Score -2690861 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2691043.500000 Penalty: 4928.593750
	Iteration 17Q: 3 clusters Score -2691044 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2691195.000000 Penalty: 4928.593750
	Iteration 18Q: 3 clusters Score -2691195 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2691286.750000 Penalty: 4928.593750
	Iteration 19Q: 3 clusters Score -2691287 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2691357.500000 Penalty: 4928.593750
	Iteration 20F: 3 clusters Score -2691358 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2691417.750000 Penalty: 4928.593750
	Iteration 21Q: 3 clusters Score -2691418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2691446.250000 Penalty: 4928.593750
	Iteration 22Q: 3 clusters Score -2691446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2691475.500000 Penalty: 4928.593750
	Iteration 23Q: 3 clusters Score -2691476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2691492.750000 Penalty: 4928.593750
	Iteration 24Q: 3 clusters Score -2691493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2691508.750000 Penalty: 4928.593750
	Iteration 25Q: 3 clusters Score -2691509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2691530.500000 Penalty: 4928.593750
	Iteration 26Q: 3 clusters Score -2691530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2691540.500000 Penalty: 4928.593750
	Iteration 27Q: 3 clusters Score -2691540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2691550.500000 Penalty: 4928.593750
	Iteration 28Q: 3 clusters Score -2691550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2691558.250000 Penalty: 4928.593750
	Iteration 29Q: 3 clusters Score -2691558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2691566.500000 Penalty: 4928.593750
	Iteration 30Q: 3 clusters Score -2691566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2691570.500000 Penalty: 4928.593750
	Iteration 31Q: 3 clusters Score -2691570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2691573.000000 Penalty: 4928.593750
	Iteration 32Q: 3 clusters Score -2691573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2691573.500000 Penalty: 4928.593750
	Iteration 33Q: 3 clusters Score -2691574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2691575.250000 Penalty: 4928.593750
	Iteration 34Q: 3 clusters Score -2691575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2691575.250000 Penalty: 4928.593750
	Iteration 35F: 3 clusters Score -2691575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (170691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170691 members 
Entering Unmasked Estep 
Score: -22117480.000000 Penalty: 2987.807373
	Iteration 0F: 2 clusters Score -2.211748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85646 members 
Mstep: Class 2 contains 85045 members 
Entering Unmasked Estep 
Score: -22008350.000000 Penalty: 5975.614746
	Iteration 0F: 3 clusters Score -2.200835e+07 nChanged 81939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90229 members 
Mstep: Class 2 contains 80462 members 
Entering Unmasked Estep 
Score: -22055996.000000 Penalty: 5975.614746
	Iteration 1F: 3 clusters Score -2.2056e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92897 members 
Mstep: Class 2 contains 77794 members 
Entering Unmasked Estep 
Score: -22057094.000000 Penalty: 5975.614746
	Iteration 2Q: 3 clusters Score -2.205709e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96940 members 
Mstep: Class 2 contains 73751 members 
Entering Unmasked Estep 
Score: -22058556.000000 Penalty: 5975.614746
	Iteration 3Q: 3 clusters Score -2.205856e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102888 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -22060918.000000 Penalty: 5975.614746
	Iteration 4Q: 3 clusters Score -2.206092e+07 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111594 members 
Mstep: Class 2 contains 59097 members 
Entering Unmasked Estep 
Score: -22065346.000000 Penalty: 5975.614746
	Iteration 5F: 3 clusters Score -2.206535e+07 nChanged 12164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123654 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -22073198.000000 Penalty: 5975.614746
	Iteration 6F: 3 clusters Score -2.20732e+07 nChanged 14680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138316 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -22085288.000000 Penalty: 5975.614746
	Iteration 7F: 3 clusters Score -2.208529e+07 nChanged 14099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152415 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -22098620.000000 Penalty: 5975.614746
	Iteration 8F: 3 clusters Score -2.209862e+07 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162530 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -22108294.000000 Penalty: 5975.614746
	Iteration 9F: 3 clusters Score -2.210829e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167692 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -22112340.000000 Penalty: 5975.614746
	Iteration 10Q: 3 clusters Score -2.211234e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169601 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -22113794.000000 Penalty: 5975.614746
	Iteration 11Q: 3 clusters Score -2.211379e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170162 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -22114376.000000 Penalty: 5975.614746
	Iteration 12Q: 3 clusters Score -2.211438e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170323 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -22114600.000000 Penalty: 5975.614746
	Iteration 13Q: 3 clusters Score -2.21146e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170371 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -22114672.000000 Penalty: 5975.614746
	Iteration 14Q: 3 clusters Score -2.211467e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170398 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -22114766.000000 Penalty: 5975.614746
	Iteration 15Q: 3 clusters Score -2.211477e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170419 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -22114772.000000 Penalty: 5975.614746
	Iteration 16Q: 3 clusters Score -2.211477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170423 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22114782.000000 Penalty: 5975.614746
	Iteration 17Q: 3 clusters Score -2.211478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170430 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -22114804.000000 Penalty: 5975.614746
	Iteration 18Q: 3 clusters Score -2.21148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170433 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -22114812.000000 Penalty: 5975.614746
	Iteration 19Q: 3 clusters Score -2.211481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170439 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -22114820.000000 Penalty: 5975.614746
	Iteration 20F: 3 clusters Score -2.211482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170441 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -22114828.000000 Penalty: 5975.614746
	Iteration 21Q: 3 clusters Score -2.211483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170446 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22114850.000000 Penalty: 5975.614746
	Iteration 22Q: 3 clusters Score -2.211485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170443 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22114842.000000 Penalty: 5975.614746
	Iteration 23Q: 3 clusters Score -2.211484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170441 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -22114840.000000 Penalty: 5975.614746
	Iteration 24Q: 3 clusters Score -2.211484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170441 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -22114840.000000 Penalty: 5975.614746
	Iteration 25F: 3 clusters Score -2.211484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -56447.343750 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -56447.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54994.660156 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -54994.66 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55191.511719 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -55191.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55240.851562 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -55240.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55261.769531 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -55261.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55275.335938 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -55275.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55301.277344 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -55301.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55308.996094 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -55309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55312.222656 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -55312.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55315.210938 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -55315.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55315.863281 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -55315.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55315.863281 Penalty: 3069.378906
	Iteration 10F: 3 clusters Score -55315.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -48460.484375 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -48460.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47093.968750 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -47093.97 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47517.816406 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -47517.82 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -47845.316406 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -47845.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -48062.382812 Penalty: 3074.445312
	Iteration 3F: 3 clusters Score -48062.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -48161.480469 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -48161.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -48203.539062 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -48203.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -48206.800781 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -48206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -48206.800781 Penalty: 3074.445312
	Iteration 7F: 3 clusters Score -48206.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Entering Unmasked Estep 
Score: -2388088.000000 Penalty: 2436.676758
	Iteration 0F: 2 clusters Score -2388088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2375026.750000 Penalty: 4873.353516
	Iteration 0F: 3 clusters Score -2375027 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2379406.000000 Penalty: 4873.353516
	Iteration 1F: 3 clusters Score -2379406 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2379812.250000 Penalty: 4873.353516
	Iteration 2F: 3 clusters Score -2379812 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2380195.750000 Penalty: 4873.353516
	Iteration 3Q: 3 clusters Score -2380196 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2380638.750000 Penalty: 4873.353516
	Iteration 4Q: 3 clusters Score -2380639 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2381226.250000 Penalty: 4873.353516
	Iteration 5F: 3 clusters Score -2381226 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2382027.750000 Penalty: 4873.353516
	Iteration 6F: 3 clusters Score -2382028 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2383085.000000 Penalty: 4873.353516
	Iteration 7F: 3 clusters Score -2383085 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2384210.500000 Penalty: 4873.353516
	Iteration 8F: 3 clusters Score -2384210 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2385096.750000 Penalty: 4873.353516
	Iteration 9F: 3 clusters Score -2385097 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2385640.500000 Penalty: 4873.353516
	Iteration 10Q: 3 clusters Score -2385640 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2386014.250000 Penalty: 4873.353516
	Iteration 11Q: 3 clusters Score -2386014 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2386265.750000 Penalty: 4873.353516
	Iteration 12Q: 3 clusters Score -2386266 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2386488.250000 Penalty: 4873.353516
	Iteration 13Q: 3 clusters Score -2386488 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2386664.500000 Penalty: 4873.353516
	Iteration 14Q: 3 clusters Score -2386664 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2386792.250000 Penalty: 4873.353516
	Iteration 15Q: 3 clusters Score -2386792 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2386901.250000 Penalty: 4873.353516
	Iteration 16Q: 3 clusters Score -2386901 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2386996.250000 Penalty: 4873.353516
	Iteration 17Q: 3 clusters Score -2386996 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2387076.500000 Penalty: 4873.353516
	Iteration 18Q: 3 clusters Score -2387076 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2387137.000000 Penalty: 4873.353516
	Iteration 19Q: 3 clusters Score -2387137 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2387191.750000 Penalty: 4873.353516
	Iteration 20F: 3 clusters Score -2387192 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2387234.000000 Penalty: 4873.353516
	Iteration 21Q: 3 clusters Score -2387234 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2387270.250000 Penalty: 4873.353516
	Iteration 22Q: 3 clusters Score -2387270 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2387300.000000 Penalty: 4873.353516
	Iteration 23Q: 3 clusters Score -2387300 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2387336.500000 Penalty: 4873.353516
	Iteration 24Q: 3 clusters Score -2387336 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2387351.750000 Penalty: 4873.353516
	Iteration 25Q: 3 clusters Score -2387352 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2387371.750000 Penalty: 4873.353516
	Iteration 26Q: 3 clusters Score -2387372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2387394.500000 Penalty: 4873.353516
	Iteration 27Q: 3 clusters Score -2387394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2387415.500000 Penalty: 4873.353516
	Iteration 28Q: 3 clusters Score -2387416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2387437.500000 Penalty: 4873.353516
	Iteration 29Q: 3 clusters Score -2387438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2387453.250000 Penalty: 4873.353516
	Iteration 30Q: 3 clusters Score -2387453 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2387489.500000 Penalty: 4873.353516
	Iteration 31Q: 3 clusters Score -2387490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2387508.750000 Penalty: 4873.353516
	Iteration 32Q: 3 clusters Score -2387509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2387525.250000 Penalty: 4873.353516
	Iteration 33Q: 3 clusters Score -2387525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2387533.750000 Penalty: 4873.353516
	Iteration 34Q: 3 clusters Score -2387534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2387540.500000 Penalty: 4873.353516
	Iteration 35Q: 3 clusters Score -2387540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2387553.250000 Penalty: 4873.353516
	Iteration 36Q: 3 clusters Score -2387553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2387560.250000 Penalty: 4873.353516
	Iteration 37Q: 3 clusters Score -2387560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2387569.750000 Penalty: 4873.353516
	Iteration 38Q: 3 clusters Score -2387570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2387572.000000 Penalty: 4873.353516
	Iteration 39Q: 3 clusters Score -2387572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2387581.750000 Penalty: 4873.353516
	Iteration 40F: 3 clusters Score -2387582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2387586.750000 Penalty: 4873.353516
	Iteration 41Q: 3 clusters Score -2387587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2387587.250000 Penalty: 4873.353516
	Iteration 42Q: 3 clusters Score -2387587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2387588.750000 Penalty: 4873.353516
	Iteration 43Q: 3 clusters Score -2387589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2387588.500000 Penalty: 4873.353516
	Iteration 44Q: 3 clusters Score -2387588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2387591.000000 Penalty: 4873.353516
	Iteration 45Q: 3 clusters Score -2387591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2387592.750000 Penalty: 4873.353516
	Iteration 46Q: 3 clusters Score -2387593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2387595.750000 Penalty: 4873.353516
	Iteration 47Q: 3 clusters Score -2387596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2387597.750000 Penalty: 4873.353516
	Iteration 48Q: 3 clusters Score -2387598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2387597.750000 Penalty: 4873.353516
	Iteration 49F: 3 clusters Score -2387598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Entering Unmasked Estep 
Score: -1126546.500000 Penalty: 2249.684326
	Iteration 0F: 2 clusters Score -1126546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1119683.000000 Penalty: 4499.368652
	Iteration 0F: 3 clusters Score -1119683 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1121665.500000 Penalty: 4499.368652
	Iteration 1F: 3 clusters Score -1121666 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1121956.250000 Penalty: 4499.368652
	Iteration 2F: 3 clusters Score -1121956 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1122149.375000 Penalty: 4499.368652
	Iteration 3Q: 3 clusters Score -1122149 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1122293.625000 Penalty: 4499.368652
	Iteration 4Q: 3 clusters Score -1122294 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1122404.000000 Penalty: 4499.368652
	Iteration 5Q: 3 clusters Score -1122404 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1122516.500000 Penalty: 4499.368652
	Iteration 6Q: 3 clusters Score -1122516 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1122613.875000 Penalty: 4499.368652
	Iteration 7Q: 3 clusters Score -1122614 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1122718.125000 Penalty: 4499.368652
	Iteration 8Q: 3 clusters Score -1122718 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1122828.125000 Penalty: 4499.368652
	Iteration 9Q: 3 clusters Score -1122828 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1122934.125000 Penalty: 4499.368652
	Iteration 10Q: 3 clusters Score -1122934 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1123033.500000 Penalty: 4499.368652
	Iteration 11Q: 3 clusters Score -1123034 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1123122.750000 Penalty: 4499.368652
	Iteration 12Q: 3 clusters Score -1123123 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1123218.625000 Penalty: 4499.368652
	Iteration 13Q: 3 clusters Score -1123219 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1123306.125000 Penalty: 4499.368652
	Iteration 14Q: 3 clusters Score -1123306 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1123391.625000 Penalty: 4499.368652
	Iteration 15Q: 3 clusters Score -1123392 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1123484.250000 Penalty: 4499.368652
	Iteration 16Q: 3 clusters Score -1123484 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1123556.250000 Penalty: 4499.368652
	Iteration 17Q: 3 clusters Score -1123556 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1123599.750000 Penalty: 4499.368652
	Iteration 18Q: 3 clusters Score -1123600 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1123638.750000 Penalty: 4499.368652
	Iteration 19Q: 3 clusters Score -1123639 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1123678.625000 Penalty: 4499.368652
	Iteration 20F: 3 clusters Score -1123679 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1123711.750000 Penalty: 4499.368652
	Iteration 21Q: 3 clusters Score -1123712 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1123746.250000 Penalty: 4499.368652
	Iteration 22Q: 3 clusters Score -1123746 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1123768.750000 Penalty: 4499.368652
	Iteration 23Q: 3 clusters Score -1123769 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1123788.000000 Penalty: 4499.368652
	Iteration 24Q: 3 clusters Score -1123788 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1123806.250000 Penalty: 4499.368652
	Iteration 25Q: 3 clusters Score -1123806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1123821.375000 Penalty: 4499.368652
	Iteration 26Q: 3 clusters Score -1123821 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1123833.625000 Penalty: 4499.368652
	Iteration 27Q: 3 clusters Score -1123834 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1123846.000000 Penalty: 4499.368652
	Iteration 28Q: 3 clusters Score -1123846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1123862.125000 Penalty: 4499.368652
	Iteration 29Q: 3 clusters Score -1123862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1123872.875000 Penalty: 4499.368652
	Iteration 30Q: 3 clusters Score -1123873 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1123879.375000 Penalty: 4499.368652
	Iteration 31Q: 3 clusters Score -1123879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1123891.000000 Penalty: 4499.368652
	Iteration 32Q: 3 clusters Score -1123891 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1123896.875000 Penalty: 4499.368652
	Iteration 33Q: 3 clusters Score -1123897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1123902.625000 Penalty: 4499.368652
	Iteration 34Q: 3 clusters Score -1123903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1123909.000000 Penalty: 4499.368652
	Iteration 35Q: 3 clusters Score -1123909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1123914.125000 Penalty: 4499.368652
	Iteration 36Q: 3 clusters Score -1123914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1123921.750000 Penalty: 4499.368652
	Iteration 37Q: 3 clusters Score -1123922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1123927.875000 Penalty: 4499.368652
	Iteration 38Q: 3 clusters Score -1123928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1123934.125000 Penalty: 4499.368652
	Iteration 39Q: 3 clusters Score -1123934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1123938.250000 Penalty: 4499.368652
	Iteration 40F: 3 clusters Score -1123938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1123942.875000 Penalty: 4499.368652
	Iteration 41Q: 3 clusters Score -1123943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1123949.250000 Penalty: 4499.368652
	Iteration 42Q: 3 clusters Score -1123949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1123951.875000 Penalty: 4499.368652
	Iteration 43Q: 3 clusters Score -1123952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1123956.125000 Penalty: 4499.368652
	Iteration 44Q: 3 clusters Score -1123956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1123964.875000 Penalty: 4499.368652
	Iteration 45Q: 3 clusters Score -1123965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1123964.000000 Penalty: 4499.368652
	Iteration 46Q: 3 clusters Score -1123964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1123970.375000 Penalty: 4499.368652
	Iteration 47Q: 3 clusters Score -1123970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1123973.875000 Penalty: 4499.368652
	Iteration 48Q: 3 clusters Score -1123974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1123978.125000 Penalty: 4499.368652
	Iteration 49Q: 3 clusters Score -1123978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1123985.875000 Penalty: 4499.368652
	Iteration 50Q: 3 clusters Score -1123986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1123990.125000 Penalty: 4499.368652
	Iteration 51Q: 3 clusters Score -1123990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1123990.750000 Penalty: 4499.368652
	Iteration 52Q: 3 clusters Score -1123991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1123997.125000 Penalty: 4499.368652
	Iteration 53Q: 3 clusters Score -1123997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1123999.875000 Penalty: 4499.368652
	Iteration 54Q: 3 clusters Score -1124000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1124003.500000 Penalty: 4499.368652
	Iteration 55Q: 3 clusters Score -1124004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1124008.000000 Penalty: 4499.368652
	Iteration 56Q: 3 clusters Score -1124008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1124011.500000 Penalty: 4499.368652
	Iteration 57Q: 3 clusters Score -1124012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1124011.000000 Penalty: 4499.368652
	Iteration 58Q: 3 clusters Score -1124011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1124016.750000 Penalty: 4499.368652
	Iteration 59Q: 3 clusters Score -1124017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1124022.000000 Penalty: 4499.368652
	Iteration 60F: 3 clusters Score -1124022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1124028.625000 Penalty: 4499.368652
	Iteration 61Q: 3 clusters Score -1124029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1124033.625000 Penalty: 4499.368652
	Iteration 62Q: 3 clusters Score -1124034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1124038.375000 Penalty: 4499.368652
	Iteration 63Q: 3 clusters Score -1124038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1124043.375000 Penalty: 4499.368652
	Iteration 64Q: 3 clusters Score -1124043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1124045.500000 Penalty: 4499.368652
	Iteration 65Q: 3 clusters Score -1124046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1124047.375000 Penalty: 4499.368652
	Iteration 66Q: 3 clusters Score -1124047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1124053.750000 Penalty: 4499.368652
	Iteration 67Q: 3 clusters Score -1124054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1124056.000000 Penalty: 4499.368652
	Iteration 68Q: 3 clusters Score -1124056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1124059.750000 Penalty: 4499.368652
	Iteration 69Q: 3 clusters Score -1124060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1124065.125000 Penalty: 4499.368652
	Iteration 70Q: 3 clusters Score -1124065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1124066.750000 Penalty: 4499.368652
	Iteration 71Q: 3 clusters Score -1124067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1124070.625000 Penalty: 4499.368652
	Iteration 72Q: 3 clusters Score -1124071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1124070.625000 Penalty: 4499.368652
	Iteration 73Q: 3 clusters Score -1124071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1124076.250000 Penalty: 4499.368652
	Iteration 74Q: 3 clusters Score -1124076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1124076.125000 Penalty: 4499.368652
	Iteration 75Q: 3 clusters Score -1124076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1124081.875000 Penalty: 4499.368652
	Iteration 76Q: 3 clusters Score -1124082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1124083.375000 Penalty: 4499.368652
	Iteration 77Q: 3 clusters Score -1124083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1124087.250000 Penalty: 4499.368652
	Iteration 78Q: 3 clusters Score -1124087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1124094.375000 Penalty: 4499.368652
	Iteration 79Q: 3 clusters Score -1124094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1124097.500000 Penalty: 4499.368652
	Iteration 80F: 3 clusters Score -1124098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1124102.500000 Penalty: 4499.368652
	Iteration 81Q: 3 clusters Score -1124102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1124108.125000 Penalty: 4499.368652
	Iteration 82Q: 3 clusters Score -1124108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1124114.875000 Penalty: 4499.368652
	Iteration 83Q: 3 clusters Score -1124115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1124119.000000 Penalty: 4499.368652
	Iteration 84Q: 3 clusters Score -1124119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1124132.125000 Penalty: 4499.368652
	Iteration 85Q: 3 clusters Score -1124132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1124151.625000 Penalty: 4499.368652
	Iteration 86Q: 3 clusters Score -1124152 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1124161.875000 Penalty: 4499.368652
	Iteration 87Q: 3 clusters Score -1124162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1124178.000000 Penalty: 4499.368652
	Iteration 88Q: 3 clusters Score -1124178 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1124192.625000 Penalty: 4499.368652
	Iteration 89Q: 3 clusters Score -1124193 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1124216.375000 Penalty: 4499.368652
	Iteration 90Q: 3 clusters Score -1124216 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1124232.875000 Penalty: 4499.368652
	Iteration 91Q: 3 clusters Score -1124233 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1124243.875000 Penalty: 4499.368652
	Iteration 92Q: 3 clusters Score -1124244 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1124261.500000 Penalty: 4499.368652
	Iteration 93Q: 3 clusters Score -1124262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1124277.625000 Penalty: 4499.368652
	Iteration 94Q: 3 clusters Score -1124278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1124299.875000 Penalty: 4499.368652
	Iteration 95Q: 3 clusters Score -1124300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1124316.625000 Penalty: 4499.368652
	Iteration 96Q: 3 clusters Score -1124317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1124330.375000 Penalty: 4499.368652
	Iteration 97Q: 3 clusters Score -1124330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1124347.250000 Penalty: 4499.368652
	Iteration 98Q: 3 clusters Score -1124347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1124362.375000 Penalty: 4499.368652
	Iteration 99Q: 3 clusters Score -1124362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1124375.500000 Penalty: 4499.368652
	Iteration 100F: 3 clusters Score -1124376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1124387.375000 Penalty: 4499.368652
	Iteration 101Q: 3 clusters Score -1124387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1124397.125000 Penalty: 4499.368652
	Iteration 102Q: 3 clusters Score -1124397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1124404.250000 Penalty: 4499.368652
	Iteration 103Q: 3 clusters Score -1124404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1124411.375000 Penalty: 4499.368652
	Iteration 104Q: 3 clusters Score -1124411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1124420.125000 Penalty: 4499.368652
	Iteration 105Q: 3 clusters Score -1124420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1124431.500000 Penalty: 4499.368652
	Iteration 106Q: 3 clusters Score -1124432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1124441.250000 Penalty: 4499.368652
	Iteration 107Q: 3 clusters Score -1124441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1124451.625000 Penalty: 4499.368652
	Iteration 108Q: 3 clusters Score -1124452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1124461.875000 Penalty: 4499.368652
	Iteration 109Q: 3 clusters Score -1124462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1124473.375000 Penalty: 4499.368652
	Iteration 110Q: 3 clusters Score -1124473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1124484.625000 Penalty: 4499.368652
	Iteration 111Q: 3 clusters Score -1124485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1124492.500000 Penalty: 4499.368652
	Iteration 112Q: 3 clusters Score -1124492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1124500.750000 Penalty: 4499.368652
	Iteration 113Q: 3 clusters Score -1124501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1124507.375000 Penalty: 4499.368652
	Iteration 114Q: 3 clusters Score -1124507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1124515.500000 Penalty: 4499.368652
	Iteration 115Q: 3 clusters Score -1124516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1124526.250000 Penalty: 4499.368652
	Iteration 116Q: 3 clusters Score -1124526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1124537.875000 Penalty: 4499.368652
	Iteration 117Q: 3 clusters Score -1124538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1124550.875000 Penalty: 4499.368652
	Iteration 118Q: 3 clusters Score -1124551 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1124561.500000 Penalty: 4499.368652
	Iteration 119Q: 3 clusters Score -1124562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1124571.125000 Penalty: 4499.368652
	Iteration 120F: 3 clusters Score -1124571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1124579.500000 Penalty: 4499.368652
	Iteration 121Q: 3 clusters Score -1124580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1124590.000000 Penalty: 4499.368652
	Iteration 122Q: 3 clusters Score -1124590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1124601.875000 Penalty: 4499.368652
	Iteration 123Q: 3 clusters Score -1124602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1124605.375000 Penalty: 4499.368652
	Iteration 124Q: 3 clusters Score -1124605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1124609.375000 Penalty: 4499.368652
	Iteration 125Q: 3 clusters Score -1124609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1124614.250000 Penalty: 4499.368652
	Iteration 126Q: 3 clusters Score -1124614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1124618.625000 Penalty: 4499.368652
	Iteration 127Q: 3 clusters Score -1124619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1124622.375000 Penalty: 4499.368652
	Iteration 128Q: 3 clusters Score -1124622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1124625.625000 Penalty: 4499.368652
	Iteration 129Q: 3 clusters Score -1124626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1124627.000000 Penalty: 4499.368652
	Iteration 130Q: 3 clusters Score -1124627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1124628.125000 Penalty: 4499.368652
	Iteration 131Q: 3 clusters Score -1124628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1124631.625000 Penalty: 4499.368652
	Iteration 132Q: 3 clusters Score -1124632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1124633.625000 Penalty: 4499.368652
	Iteration 133Q: 3 clusters Score -1124634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1124634.750000 Penalty: 4499.368652
	Iteration 134Q: 3 clusters Score -1124635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1124635.250000 Penalty: 4499.368652
	Iteration 135Q: 3 clusters Score -1124635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1124634.500000 Penalty: 4499.368652
	Iteration 136Q: 3 clusters Score -1124634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1124635.125000 Penalty: 4499.368652
	Iteration 137Q: 3 clusters Score -1124635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1124634.500000 Penalty: 4499.368652
	Iteration 138Q: 3 clusters Score -1124634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1124636.375000 Penalty: 4499.368652
	Iteration 139Q: 3 clusters Score -1124636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1124637.000000 Penalty: 4499.368652
	Iteration 140F: 3 clusters Score -1124637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1124637.750000 Penalty: 4499.368652
	Iteration 141Q: 3 clusters Score -1124638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1124637.750000 Penalty: 4499.368652
	Iteration 142F: 3 clusters Score -1124638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Entering Unmasked Estep 
Score: -1134035.625000 Penalty: 2261.292725
	Iteration 0F: 2 clusters Score -1134036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1126943.375000 Penalty: 4522.585449
	Iteration 0F: 3 clusters Score -1126943 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1129058.875000 Penalty: 4522.585449
	Iteration 1F: 3 clusters Score -1129059 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1129392.250000 Penalty: 4522.585449
	Iteration 2F: 3 clusters Score -1129392 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1129651.125000 Penalty: 4522.585449
	Iteration 3F: 3 clusters Score -1129651 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1129864.875000 Penalty: 4522.585449
	Iteration 4Q: 3 clusters Score -1129865 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1130043.750000 Penalty: 4522.585449
	Iteration 5Q: 3 clusters Score -1130044 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1130230.000000 Penalty: 4522.585449
	Iteration 6Q: 3 clusters Score -1130230 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1130432.125000 Penalty: 4522.585449
	Iteration 7Q: 3 clusters Score -1130432 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1130631.875000 Penalty: 4522.585449
	Iteration 8Q: 3 clusters Score -1130632 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1130826.125000 Penalty: 4522.585449
	Iteration 9Q: 3 clusters Score -1130826 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1131027.125000 Penalty: 4522.585449
	Iteration 10Q: 3 clusters Score -1131027 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1131224.875000 Penalty: 4522.585449
	Iteration 11Q: 3 clusters Score -1131225 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1131392.375000 Penalty: 4522.585449
	Iteration 12Q: 3 clusters Score -1131392 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1131567.500000 Penalty: 4522.585449
	Iteration 13Q: 3 clusters Score -1131568 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1131744.500000 Penalty: 4522.585449
	Iteration 14Q: 3 clusters Score -1131744 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1131877.000000 Penalty: 4522.585449
	Iteration 15Q: 3 clusters Score -1131877 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1131987.125000 Penalty: 4522.585449
	Iteration 16Q: 3 clusters Score -1131987 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1132081.000000 Penalty: 4522.585449
	Iteration 17Q: 3 clusters Score -1132081 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1132163.000000 Penalty: 4522.585449
	Iteration 18Q: 3 clusters Score -1132163 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1132240.375000 Penalty: 4522.585449
	Iteration 19Q: 3 clusters Score -1132240 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1132302.250000 Penalty: 4522.585449
	Iteration 20F: 3 clusters Score -1132302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1132364.750000 Penalty: 4522.585449
	Iteration 21Q: 3 clusters Score -1132365 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1132416.375000 Penalty: 4522.585449
	Iteration 22Q: 3 clusters Score -1132416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1132451.500000 Penalty: 4522.585449
	Iteration 23Q: 3 clusters Score -1132452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1132485.500000 Penalty: 4522.585449
	Iteration 24Q: 3 clusters Score -1132486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1132522.375000 Penalty: 4522.585449
	Iteration 25Q: 3 clusters Score -1132522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1132531.375000 Penalty: 4522.585449
	Iteration 26Q: 3 clusters Score -1132531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1132535.000000 Penalty: 4522.585449
	Iteration 27Q: 3 clusters Score -1132535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1132539.500000 Penalty: 4522.585449
	Iteration 28Q: 3 clusters Score -1132540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1132543.250000 Penalty: 4522.585449
	Iteration 29Q: 3 clusters Score -1132543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1132546.250000 Penalty: 4522.585449
	Iteration 30Q: 3 clusters Score -1132546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1132554.750000 Penalty: 4522.585449
	Iteration 31Q: 3 clusters Score -1132555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1132557.625000 Penalty: 4522.585449
	Iteration 32Q: 3 clusters Score -1132558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1132558.625000 Penalty: 4522.585449
	Iteration 33Q: 3 clusters Score -1132559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1132563.500000 Penalty: 4522.585449
	Iteration 34Q: 3 clusters Score -1132564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1132566.750000 Penalty: 4522.585449
	Iteration 35Q: 3 clusters Score -1132567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1132570.625000 Penalty: 4522.585449
	Iteration 36Q: 3 clusters Score -1132571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1132574.000000 Penalty: 4522.585449
	Iteration 37Q: 3 clusters Score -1132574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1132577.500000 Penalty: 4522.585449
	Iteration 38Q: 3 clusters Score -1132578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1132577.500000 Penalty: 4522.585449
	Iteration 39F: 3 clusters Score -1132578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -513635.343750 Penalty: 2083.586426
	Iteration 0F: 2 clusters Score -513635.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -509521.093750 Penalty: 4167.172852
	Iteration 0F: 3 clusters Score -509521.1 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -510633.312500 Penalty: 4167.172852
	Iteration 1F: 3 clusters Score -510633.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -510924.593750 Penalty: 4167.172852
	Iteration 2F: 3 clusters Score -510924.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -511132.531250 Penalty: 4167.172852
	Iteration 3F: 3 clusters Score -511132.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -511287.500000 Penalty: 4167.172852
	Iteration 4F: 3 clusters Score -511287.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -511419.906250 Penalty: 4167.172852
	Iteration 5Q: 3 clusters Score -511419.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -511531.187500 Penalty: 4167.172852
	Iteration 6Q: 3 clusters Score -511531.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -511648.468750 Penalty: 4167.172852
	Iteration 7Q: 3 clusters Score -511648.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -511760.500000 Penalty: 4167.172852
	Iteration 8Q: 3 clusters Score -511760.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -511871.531250 Penalty: 4167.172852
	Iteration 9Q: 3 clusters Score -511871.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -512018.812500 Penalty: 4167.172852
	Iteration 10Q: 3 clusters Score -512018.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -512155.343750 Penalty: 4167.172852
	Iteration 11Q: 3 clusters Score -512155.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -512278.343750 Penalty: 4167.172852
	Iteration 12Q: 3 clusters Score -512278.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -512347.968750 Penalty: 4167.172852
	Iteration 13Q: 3 clusters Score -512348 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -512421.906250 Penalty: 4167.172852
	Iteration 14Q: 3 clusters Score -512421.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -512525.031250 Penalty: 4167.172852
	Iteration 15Q: 3 clusters Score -512525 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -512629.375000 Penalty: 4167.172852
	Iteration 16Q: 3 clusters Score -512629.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -512731.437500 Penalty: 4167.172852
	Iteration 17Q: 3 clusters Score -512731.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -512787.062500 Penalty: 4167.172852
	Iteration 18Q: 3 clusters Score -512787.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -512810.000000 Penalty: 4167.172852
	Iteration 19Q: 3 clusters Score -512810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -512827.031250 Penalty: 4167.172852
	Iteration 20F: 3 clusters Score -512827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -512833.187500 Penalty: 4167.172852
	Iteration 21Q: 3 clusters Score -512833.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -512838.187500 Penalty: 4167.172852
	Iteration 22Q: 3 clusters Score -512838.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -512841.187500 Penalty: 4167.172852
	Iteration 23Q: 3 clusters Score -512841.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -512844.875000 Penalty: 4167.172852
	Iteration 24Q: 3 clusters Score -512844.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -512848.250000 Penalty: 4167.172852
	Iteration 25Q: 3 clusters Score -512848.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -512848.968750 Penalty: 4167.172852
	Iteration 26Q: 3 clusters Score -512849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -512851.031250 Penalty: 4167.172852
	Iteration 27Q: 3 clusters Score -512851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -512851.343750 Penalty: 4167.172852
	Iteration 28Q: 3 clusters Score -512851.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -512852.625000 Penalty: 4167.172852
	Iteration 29Q: 3 clusters Score -512852.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -512853.906250 Penalty: 4167.172852
	Iteration 30Q: 3 clusters Score -512853.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -512853.906250 Penalty: 4167.172852
	Iteration 31F: 3 clusters Score -512853.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -55004.335938 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -55004.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53562.503906 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -53562.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53781.582031 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -53781.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53869.121094 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -53869.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53908.425781 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -53908.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53931.324219 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -53931.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53949.601562 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -53949.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53981.480469 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -53981.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53989.250000 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -53989.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53995.015625 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -53995.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54000.433594 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -54000.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -54005.519531 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -54005.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -54006.492188 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -54006.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -54006.492188 Penalty: 3078.461670
	Iteration 12F: 3 clusters Score -54006.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -83721.828125 Penalty: 1623.958374
	Iteration 0F: 2 clusters Score -83721.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -82039.078125 Penalty: 3247.916748
	Iteration 0F: 3 clusters Score -82039.08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -82334.000000 Penalty: 3247.916748
	Iteration 1F: 3 clusters Score -82334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82460.062500 Penalty: 3247.916748
	Iteration 2F: 3 clusters Score -82460.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82537.015625 Penalty: 3247.916748
	Iteration 3Q: 3 clusters Score -82537.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82595.875000 Penalty: 3247.916748
	Iteration 4Q: 3 clusters Score -82595.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -82650.859375 Penalty: 3247.916748
	Iteration 5Q: 3 clusters Score -82650.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82692.398438 Penalty: 3247.916748
	Iteration 6Q: 3 clusters Score -82692.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82707.281250 Penalty: 3247.916748
	Iteration 7Q: 3 clusters Score -82707.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82713.953125 Penalty: 3247.916748
	Iteration 8Q: 3 clusters Score -82713.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82718.804688 Penalty: 3247.916748
	Iteration 9Q: 3 clusters Score -82718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82721.101562 Penalty: 3247.916748
	Iteration 10Q: 3 clusters Score -82721.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82723.820312 Penalty: 3247.916748
	Iteration 11Q: 3 clusters Score -82723.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82724.945312 Penalty: 3247.916748
	Iteration 12Q: 3 clusters Score -82724.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82728.898438 Penalty: 3247.916748
	Iteration 13Q: 3 clusters Score -82728.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82730.039062 Penalty: 3247.916748
	Iteration 14Q: 3 clusters Score -82730.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82730.039062 Penalty: 3247.916748
	Iteration 15F: 3 clusters Score -82730.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -106267.593750 Penalty: 1709.626709
	Iteration 0F: 2 clusters Score -106267.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -104428.929688 Penalty: 3419.253418
	Iteration 0F: 3 clusters Score -104428.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -104955.187500 Penalty: 3419.253418
	Iteration 1F: 3 clusters Score -104955.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -105267.718750 Penalty: 3419.253418
	Iteration 2F: 3 clusters Score -105267.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -105550.460938 Penalty: 3419.253418
	Iteration 3F: 3 clusters Score -105550.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -105717.000000 Penalty: 3419.253418
	Iteration 4Q: 3 clusters Score -105717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -105805.406250 Penalty: 3419.253418
	Iteration 5Q: 3 clusters Score -105805.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -105840.414062 Penalty: 3419.253418
	Iteration 6Q: 3 clusters Score -105840.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -105867.218750 Penalty: 3419.253418
	Iteration 7Q: 3 clusters Score -105867.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -105878.734375 Penalty: 3419.253418
	Iteration 8Q: 3 clusters Score -105878.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -105885.562500 Penalty: 3419.253418
	Iteration 9Q: 3 clusters Score -105885.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -105900.078125 Penalty: 3419.253418
	Iteration 10Q: 3 clusters Score -105900.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -105910.820312 Penalty: 3419.253418
	Iteration 11Q: 3 clusters Score -105910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -105916.226562 Penalty: 3419.253418
	Iteration 12Q: 3 clusters Score -105916.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -105917.804688 Penalty: 3419.253418
	Iteration 13Q: 3 clusters Score -105917.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -105919.070312 Penalty: 3419.253418
	Iteration 14Q: 3 clusters Score -105919.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -105922.000000 Penalty: 3419.253418
	Iteration 15Q: 3 clusters Score -105922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -105929.593750 Penalty: 3419.253418
	Iteration 16F: 3 clusters Score -105929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -105938.875000 Penalty: 3419.253418
	Iteration 17Q: 3 clusters Score -105938.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -105948.070312 Penalty: 3419.253418
	Iteration 18Q: 3 clusters Score -105948.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -105966.109375 Penalty: 3419.253418
	Iteration 19Q: 3 clusters Score -105966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -105972.515625 Penalty: 3419.253418
	Iteration 20F: 3 clusters Score -105972.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Entering Unmasked Estep 
Score: -302903.156250 Penalty: 1936.060669
	Iteration 0F: 2 clusters Score -302903.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -300007.187500 Penalty: 3872.121338
	Iteration 0F: 3 clusters Score -300007.2 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -300551.531250 Penalty: 3872.121338
	Iteration 1F: 3 clusters Score -300551.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -300690.937500 Penalty: 3872.121338
	Iteration 2F: 3 clusters Score -300690.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -300793.187500 Penalty: 3872.121338
	Iteration 3Q: 3 clusters Score -300793.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -300856.375000 Penalty: 3872.121338
	Iteration 4Q: 3 clusters Score -300856.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -300893.781250 Penalty: 3872.121338
	Iteration 5Q: 3 clusters Score -300893.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -300919.906250 Penalty: 3872.121338
	Iteration 6Q: 3 clusters Score -300919.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -300945.531250 Penalty: 3872.121338
	Iteration 7Q: 3 clusters Score -300945.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -300970.593750 Penalty: 3872.121338
	Iteration 8Q: 3 clusters Score -300970.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -300990.812500 Penalty: 3872.121338
	Iteration 9Q: 3 clusters Score -300990.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -301015.968750 Penalty: 3872.121338
	Iteration 10Q: 3 clusters Score -301016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -301039.250000 Penalty: 3872.121338
	Iteration 11Q: 3 clusters Score -301039.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -301064.937500 Penalty: 3872.121338
	Iteration 12Q: 3 clusters Score -301064.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -301088.843750 Penalty: 3872.121338
	Iteration 13Q: 3 clusters Score -301088.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -301106.093750 Penalty: 3872.121338
	Iteration 14Q: 3 clusters Score -301106.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -301121.093750 Penalty: 3872.121338
	Iteration 15Q: 3 clusters Score -301121.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -301132.468750 Penalty: 3872.121338
	Iteration 16Q: 3 clusters Score -301132.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -301144.062500 Penalty: 3872.121338
	Iteration 17Q: 3 clusters Score -301144.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -301158.500000 Penalty: 3872.121338
	Iteration 18Q: 3 clusters Score -301158.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -301175.375000 Penalty: 3872.121338
	Iteration 19Q: 3 clusters Score -301175.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -301199.187500 Penalty: 3872.121338
	Iteration 20F: 3 clusters Score -301199.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -301225.125000 Penalty: 3872.121338
	Iteration 21Q: 3 clusters Score -301225.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -301258.250000 Penalty: 3872.121338
	Iteration 22Q: 3 clusters Score -301258.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -301287.375000 Penalty: 3872.121338
	Iteration 23Q: 3 clusters Score -301287.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -301316.468750 Penalty: 3872.121338
	Iteration 24Q: 3 clusters Score -301316.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -301344.562500 Penalty: 3872.121338
	Iteration 25Q: 3 clusters Score -301344.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -301360.843750 Penalty: 3872.121338
	Iteration 26Q: 3 clusters Score -301360.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -301370.250000 Penalty: 3872.121338
	Iteration 27Q: 3 clusters Score -301370.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -301382.843750 Penalty: 3872.121338
	Iteration 28Q: 3 clusters Score -301382.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -301393.812500 Penalty: 3872.121338
	Iteration 29Q: 3 clusters Score -301393.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -301408.625000 Penalty: 3872.121338
	Iteration 30Q: 3 clusters Score -301408.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -301428.156250 Penalty: 3872.121338
	Iteration 31Q: 3 clusters Score -301428.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -301444.968750 Penalty: 3872.121338
	Iteration 32Q: 3 clusters Score -301445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -301462.000000 Penalty: 3872.121338
	Iteration 33Q: 3 clusters Score -301462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -301470.500000 Penalty: 3872.121338
	Iteration 34Q: 3 clusters Score -301470.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -301479.843750 Penalty: 3872.121338
	Iteration 35Q: 3 clusters Score -301479.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -301486.812500 Penalty: 3872.121338
	Iteration 36Q: 3 clusters Score -301486.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -301491.937500 Penalty: 3872.121338
	Iteration 37Q: 3 clusters Score -301491.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -301497.406250 Penalty: 3872.121338
	Iteration 38Q: 3 clusters Score -301497.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -301505.906250 Penalty: 3872.121338
	Iteration 39Q: 3 clusters Score -301505.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -301513.156250 Penalty: 3872.121338
	Iteration 40F: 3 clusters Score -301513.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -301525.875000 Penalty: 3872.121338
	Iteration 41Q: 3 clusters Score -301525.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -301534.781250 Penalty: 3872.121338
	Iteration 42Q: 3 clusters Score -301534.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -301538.875000 Penalty: 3872.121338
	Iteration 43Q: 3 clusters Score -301538.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -301543.218750 Penalty: 3872.121338
	Iteration 44Q: 3 clusters Score -301543.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -301551.687500 Penalty: 3872.121338
	Iteration 45Q: 3 clusters Score -301551.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -301558.343750 Penalty: 3872.121338
	Iteration 46Q: 3 clusters Score -301558.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -301569.531250 Penalty: 3872.121338
	Iteration 47Q: 3 clusters Score -301569.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -301590.656250 Penalty: 3872.121338
	Iteration 48Q: 3 clusters Score -301590.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -301604.312500 Penalty: 3872.121338
	Iteration 49Q: 3 clusters Score -301604.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -301616.781250 Penalty: 3872.121338
	Iteration 50Q: 3 clusters Score -301616.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -301630.093750 Penalty: 3872.121338
	Iteration 51Q: 3 clusters Score -301630.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -301639.437500 Penalty: 3872.121338
	Iteration 52Q: 3 clusters Score -301639.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -301647.000000 Penalty: 3872.121338
	Iteration 53Q: 3 clusters Score -301647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -301655.343750 Penalty: 3872.121338
	Iteration 54Q: 3 clusters Score -301655.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -301667.531250 Penalty: 3872.121338
	Iteration 55Q: 3 clusters Score -301667.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -301672.812500 Penalty: 3872.121338
	Iteration 56Q: 3 clusters Score -301672.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -301680.968750 Penalty: 3872.121338
	Iteration 57Q: 3 clusters Score -301681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -301690.531250 Penalty: 3872.121338
	Iteration 58Q: 3 clusters Score -301690.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -301700.781250 Penalty: 3872.121338
	Iteration 59Q: 3 clusters Score -301700.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -301719.750000 Penalty: 3872.121338
	Iteration 60F: 3 clusters Score -301719.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -301746.562500 Penalty: 3872.121338
	Iteration 61Q: 3 clusters Score -301746.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -301766.187500 Penalty: 3872.121338
	Iteration 62Q: 3 clusters Score -301766.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -301783.250000 Penalty: 3872.121338
	Iteration 63Q: 3 clusters Score -301783.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -301798.812500 Penalty: 3872.121338
	Iteration 64Q: 3 clusters Score -301798.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -301807.000000 Penalty: 3872.121338
	Iteration 65Q: 3 clusters Score -301807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -301813.500000 Penalty: 3872.121338
	Iteration 66Q: 3 clusters Score -301813.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -301818.187500 Penalty: 3872.121338
	Iteration 67Q: 3 clusters Score -301818.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -301820.312500 Penalty: 3872.121338
	Iteration 68Q: 3 clusters Score -301820.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -301821.656250 Penalty: 3872.121338
	Iteration 69Q: 3 clusters Score -301821.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -301822.343750 Penalty: 3872.121338
	Iteration 70Q: 3 clusters Score -301822.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -301823.125000 Penalty: 3872.121338
	Iteration 71Q: 3 clusters Score -301823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -301824.093750 Penalty: 3872.121338
	Iteration 72Q: 3 clusters Score -301824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -301824.312500 Penalty: 3872.121338
	Iteration 73Q: 3 clusters Score -301824.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -301824.968750 Penalty: 3872.121338
	Iteration 74Q: 3 clusters Score -301825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -301824.968750 Penalty: 3872.121338
	Iteration 75F: 3 clusters Score -301825 nChanged 0
--- Evaluating fit on full set of 3639907 points ---
Entering Unmasked Estep 
Score: -456564096.000000 Penalty: 153612.734375
20->42 Clusters: Score -456564096.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1213302 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 60561 members 
Mstep: Class 3 contains 60797 members 
Mstep: Class 4 contains 60589 members 
Mstep: Class 5 contains 60775 members 
Mstep: Class 6 contains 60889 members 
Mstep: Class 7 contains 60584 members 
Mstep: Class 8 contains 61220 members 
Mstep: Class 9 contains 60152 members 
Mstep: Class 10 contains 60548 members 
Mstep: Class 11 contains 60305 members 
Mstep: Class 12 contains 60699 members 
Mstep: Class 13 contains 60879 members 
Mstep: Class 14 contains 60698 members 
Mstep: Class 15 contains 60274 members 
Mstep: Class 16 contains 60918 members 
Mstep: Class 17 contains 60880 members 
Mstep: Class 18 contains 60202 members 
Mstep: Class 19 contains 60718 members 
Mstep: Class 20 contains 60862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 368.910919 but Gain 3474.195312
Score: -141944800.000000 Penalty: 66009.726562
Iteration 0F: 20 clusters Score -1.419448e+08 nChanged 1150551
Entering Unmasked Mstep 
Mstep: Class 0 contains 3195 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 12484 members 
Mstep: Class 3 contains 44189 members 
Mstep: Class 4 contains 22459 members 
Mstep: Class 5 contains 169459 members 
Mstep: Class 6 contains 42303 members 
Mstep: Class 7 contains 106163 members 
Mstep: Class 8 contains 91917 members 
Mstep: Class 9 contains 43223 members 
Mstep: Class 10 contains 56474 members 
Mstep: Class 12 contains 12151 members 
Mstep: Class 13 contains 68978 members 
Mstep: Class 14 contains 21706 members 
Mstep: Class 15 contains 13582 members 
Mstep: Class 16 contains 259143 members 
Mstep: Class 17 contains 107523 members 
Mstep: Class 18 contains 38430 members 
Mstep: Class 19 contains 6674 members 
Mstep: Class 20 contains 33147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147477424.000000 Penalty: 66009.726562
Iteration 1F: 20 clusters Score -1.474774e+08 nChanged 524561
Entering Unmasked Mstep 
Mstep: Class 0 contains 3043 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 5853 members 
Mstep: Class 3 contains 22463 members 
Mstep: Class 4 contains 30417 members 
Mstep: Class 5 contains 242254 members 
Mstep: Class 6 contains 23429 members 
Mstep: Class 7 contains 111811 members 
Mstep: Class 8 contains 85447 members 
Mstep: Class 9 contains 31473 members 
Mstep: Class 10 contains 48121 members 
Mstep: Class 12 contains 8552 members 
Mstep: Class 13 contains 78735 members 
Mstep: Class 14 contains 36783 members 
Mstep: Class 15 contains 13633 members 
Mstep: Class 16 contains 306073 members 
Mstep: Class 17 contains 82421 members 
Mstep: Class 18 contains 24557 members 
Mstep: Class 19 contains 5186 members 
Mstep: Class 20 contains 16717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148687136.000000 Penalty: 66009.726562
Iteration 2F: 20 clusters Score -1.486871e+08 nChanged 369436
Entering Unmasked Mstep 
Mstep: Class 0 contains 2417 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 7831 members 
Mstep: Class 3 contains 12205 members 
Mstep: Class 4 contains 46942 members 
Mstep: Class 5 contains 264379 members 
Mstep: Class 6 contains 23744 members 
Mstep: Class 7 contains 151543 members 
Mstep: Class 8 contains 77402 members 
Mstep: Class 9 contains 29534 members 
Mstep: Class 10 contains 52360 members 
Mstep: Class 12 contains 7007 members 
Mstep: Class 13 contains 80931 members 
Mstep: Class 14 contains 52162 members 
Mstep: Class 15 contains 13044 members 
Mstep: Class 16 contains 283247 members 
Mstep: Class 17 contains 57262 members 
Mstep: Class 18 contains 15609 members 
Mstep: Class 19 contains 4320 members 
Mstep: Class 20 contains 9027 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 3F: 20 clusters Score -1.493619e+08 nChanged 257696
Entering Unmasked Mstep 
Mstep: Class 0 contains 1956 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 13678 members 
Mstep: Class 3 contains 10837 members 
Mstep: Class 4 contains 55829 members 
Mstep: Class 5 contains 279971 members 
Mstep: Class 6 contains 26363 members 
Mstep: Class 7 contains 186996 members 
Mstep: Class 8 contains 68879 members 
Mstep: Class 9 contains 34411 members 
Mstep: Class 10 contains 55697 members 
Mstep: Class 12 contains 6163 members 
Mstep: Class 13 contains 76189 members 
Mstep: Class 14 contains 58467 members 
Mstep: Class 15 contains 12136 members 
Mstep: Class 16 contains 246188 members 
Mstep: Class 17 contains 41490 members 
Mstep: Class 18 contains 11683 members 
Mstep: Class 19 contains 3496 members 
Mstep: Class 20 contains 6008 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 4F: 20 clusters Score -1.497697e+08 nChanged 175097
Entering Unmasked Mstep 
Mstep: Class 0 contains 840 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 18774 members 
Mstep: Class 3 contains 12593 members 
Mstep: Class 4 contains 58385 members 
Mstep: Class 5 contains 289840 members 
Mstep: Class 6 contains 29915 members 
Mstep: Class 7 contains 198860 members 
Mstep: Class 8 contains 58817 members 
Mstep: Class 9 contains 38770 members 
Mstep: Class 10 contains 58346 members 
Mstep: Class 12 contains 5461 members 
Mstep: Class 13 contains 75777 members 
Mstep: Class 14 contains 58942 members 
Mstep: Class 15 contains 12148 members 
Mstep: Class 16 contains 225610 members 
Mstep: Class 17 contains 37845 members 
Mstep: Class 18 contains 8991 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 5275 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 5F: 20 clusters Score -1.500289e+08 nChanged 124462
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 22364 members 
Mstep: Class 3 contains 16054 members 
Mstep: Class 4 contains 58107 members 
Mstep: Class 5 contains 291086 members 
Mstep: Class 6 contains 34781 members 
Mstep: Class 7 contains 198921 members 
Mstep: Class 8 contains 50989 members 
Mstep: Class 9 contains 42180 members 
Mstep: Class 10 contains 62129 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 13 contains 79605 members 
Mstep: Class 14 contains 57047 members 
Mstep: Class 15 contains 12410 members 
Mstep: Class 16 contains 214023 members 
Mstep: Class 17 contains 38653 members 
Mstep: Class 18 contains 7089 members 
Mstep: Class 19 contains 3720 members 
Mstep: Class 20 contains 6235 members 
Entering Unmasked Estep 
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Iteration 6F: 20 clusters Score -1.501505e+08 nChanged 96471
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 25039 members 
Mstep: Class 3 contains 21857 members 
Mstep: Class 4 contains 56331 members 
Mstep: Class 5 contains 284943 members 
Mstep: Class 6 contains 39958 members 
Mstep: Class 7 contains 195041 members 
Mstep: Class 8 contains 46001 members 
Mstep: Class 9 contains 45436 members 
Mstep: Class 10 contains 65929 members 
Mstep: Class 12 contains 5848 members 
Mstep: Class 13 contains 85602 members 
Mstep: Class 14 contains 54348 members 
Mstep: Class 15 contains 12770 members 
Mstep: Class 16 contains 205870 members 
Mstep: Class 17 contains 40660 members 
Mstep: Class 18 contains 5929 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 7509 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 7F: 20 clusters Score -1.5023e+08 nChanged 80902
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 27227 members 
Mstep: Class 3 contains 29204 members 
Mstep: Class 4 contains 53951 members 
Mstep: Class 5 contains 272412 members 
Mstep: Class 6 contains 44252 members 
Mstep: Class 7 contains 190849 members 
Mstep: Class 8 contains 42843 members 
Mstep: Class 9 contains 49094 members 
Mstep: Class 10 contains 68651 members 
Mstep: Class 12 contains 6361 members 
Mstep: Class 13 contains 94279 members 
Mstep: Class 14 contains 51992 members 
Mstep: Class 15 contains 13287 members 
Mstep: Class 16 contains 199596 members 
Mstep: Class 17 contains 42709 members 
Mstep: Class 18 contains 5229 members 
Mstep: Class 19 contains 3320 members 
Mstep: Class 20 contains 8516 members 
Entering Unmasked Estep 
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Iteration 8F: 20 clusters Score -1.502969e+08 nChanged 69928
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 28818 members 
Mstep: Class 3 contains 36263 members 
Mstep: Class 4 contains 51690 members 
Mstep: Class 5 contains 257007 members 
Mstep: Class 6 contains 47660 members 
Mstep: Class 7 contains 187499 members 
Mstep: Class 8 contains 41027 members 
Mstep: Class 9 contains 53166 members 
Mstep: Class 10 contains 70502 members 
Mstep: Class 12 contains 6793 members 
Mstep: Class 13 contains 104385 members 
Mstep: Class 14 contains 50083 members 
Mstep: Class 15 contains 13812 members 
Mstep: Class 16 contains 194032 members 
Mstep: Class 17 contains 44675 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 3276 members 
Mstep: Class 20 contains 9176 members 
Entering Unmasked Estep 
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Iteration 9F: 20 clusters Score -1.503546e+08 nChanged 61974
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 29736 members 
Mstep: Class 3 contains 42094 members 
Mstep: Class 4 contains 49673 members 
Mstep: Class 5 contains 241118 members 
Mstep: Class 6 contains 50499 members 
Mstep: Class 7 contains 184207 members 
Mstep: Class 8 contains 39852 members 
Mstep: Class 9 contains 57711 members 
Mstep: Class 10 contains 71957 members 
Mstep: Class 12 contains 7149 members 
Mstep: Class 13 contains 115953 members 
Mstep: Class 14 contains 48500 members 
Mstep: Class 15 contains 14267 members 
Mstep: Class 16 contains 188886 members 
Mstep: Class 17 contains 46161 members 
Mstep: Class 18 contains 4819 members 
Mstep: Class 19 contains 3271 members 
Mstep: Class 20 contains 9634 members 
Entering Unmasked Estep 
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Iteration 10F: 20 clusters Score -1.504025e+08 nChanged 57412
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 30122 members 
Mstep: Class 3 contains 47012 members 
Mstep: Class 4 contains 48034 members 
Mstep: Class 5 contains 226703 members 
Mstep: Class 6 contains 52486 members 
Mstep: Class 7 contains 180685 members 
Mstep: Class 8 contains 39365 members 
Mstep: Class 9 contains 62479 members 
Mstep: Class 10 contains 73358 members 
Mstep: Class 12 contains 7555 members 
Mstep: Class 13 contains 128667 members 
Mstep: Class 14 contains 47166 members 
Mstep: Class 15 contains 14573 members 
Mstep: Class 16 contains 182776 members 
Mstep: Class 17 contains 46975 members 
Mstep: Class 18 contains 4959 members 
Mstep: Class 19 contains 3256 members 
Mstep: Class 20 contains 9930 members 
Entering Unmasked Estep 
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Iteration 11Q: 20 clusters Score -1.504468e+08 nChanged 54535
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 29999 members 
Mstep: Class 3 contains 50808 members 
Mstep: Class 4 contains 46613 members 
Mstep: Class 5 contains 214629 members 
Mstep: Class 6 contains 53924 members 
Mstep: Class 7 contains 177247 members 
Mstep: Class 8 contains 39306 members 
Mstep: Class 9 contains 67019 members 
Mstep: Class 10 contains 75165 members 
Mstep: Class 12 contains 8217 members 
Mstep: Class 13 contains 141986 members 
Mstep: Class 14 contains 46071 members 
Mstep: Class 15 contains 14692 members 
Mstep: Class 16 contains 175275 members 
Mstep: Class 17 contains 46969 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 10115 members 
Entering Unmasked Estep 
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Iteration 12Q: 20 clusters Score -1.504861e+08 nChanged 51962
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 29478 members 
Mstep: Class 3 contains 53429 members 
Mstep: Class 4 contains 45366 members 
Mstep: Class 5 contains 205613 members 
Mstep: Class 6 contains 54960 members 
Mstep: Class 7 contains 174828 members 
Mstep: Class 8 contains 39225 members 
Mstep: Class 9 contains 71024 members 
Mstep: Class 10 contains 77251 members 
Mstep: Class 12 contains 8957 members 
Mstep: Class 13 contains 155593 members 
Mstep: Class 14 contains 45045 members 
Mstep: Class 15 contains 14631 members 
Mstep: Class 16 contains 166324 members 
Mstep: Class 17 contains 45881 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 10217 members 
Entering Unmasked Estep 
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Iteration 13Q: 20 clusters Score -1.50521e+08 nChanged 49844
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 28714 members 
Mstep: Class 3 contains 55092 members 
Mstep: Class 4 contains 44228 members 
Mstep: Class 5 contains 199218 members 
Mstep: Class 6 contains 55681 members 
Mstep: Class 7 contains 173003 members 
Mstep: Class 8 contains 39020 members 
Mstep: Class 9 contains 74409 members 
Mstep: Class 10 contains 79731 members 
Mstep: Class 12 contains 10009 members 
Mstep: Class 13 contains 170828 members 
Mstep: Class 14 contains 44145 members 
Mstep: Class 15 contains 14415 members 
Mstep: Class 16 contains 155223 members 
Mstep: Class 17 contains 43480 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 3256 members 
Mstep: Class 20 contains 10274 members 
Entering Unmasked Estep 
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Iteration 14Q: 20 clusters Score -1.505523e+08 nChanged 49887
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 27899 members 
Mstep: Class 3 contains 56064 members 
Mstep: Class 4 contains 43219 members 
Mstep: Class 5 contains 194797 members 
Mstep: Class 6 contains 56317 members 
Mstep: Class 7 contains 171586 members 
Mstep: Class 8 contains 38549 members 
Mstep: Class 9 contains 77344 members 
Mstep: Class 10 contains 82214 members 
Mstep: Class 12 contains 11234 members 
Mstep: Class 13 contains 188469 members 
Mstep: Class 14 contains 43338 members 
Mstep: Class 15 contains 14200 members 
Mstep: Class 16 contains 141742 members 
Mstep: Class 17 contains 39781 members 
Mstep: Class 18 contains 6611 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 10320 members 
Entering Unmasked Estep 
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Iteration 15Q: 20 clusters Score -1.505768e+08 nChanged 49039
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 27090 members 
Mstep: Class 3 contains 56651 members 
Mstep: Class 4 contains 42245 members 
Mstep: Class 5 contains 191643 members 
Mstep: Class 6 contains 56907 members 
Mstep: Class 7 contains 170740 members 
Mstep: Class 8 contains 37964 members 
Mstep: Class 9 contains 80007 members 
Mstep: Class 10 contains 84579 members 
Mstep: Class 12 contains 12484 members 
Mstep: Class 13 contains 206640 members 
Mstep: Class 14 contains 42566 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 127356 members 
Mstep: Class 17 contains 35459 members 
Mstep: Class 18 contains 7024 members 
Mstep: Class 19 contains 3256 members 
Mstep: Class 20 contains 10387 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -1.505977e+08 nChanged 43278
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 26214 members 
Mstep: Class 3 contains 57408 members 
Mstep: Class 4 contains 41405 members 
Mstep: Class 5 contains 190250 members 
Mstep: Class 6 contains 57620 members 
Mstep: Class 7 contains 171354 members 
Mstep: Class 8 contains 36879 members 
Mstep: Class 9 contains 82557 members 
Mstep: Class 10 contains 87026 members 
Mstep: Class 12 contains 13757 members 
Mstep: Class 13 contains 218383 members 
Mstep: Class 14 contains 41862 members 
Mstep: Class 15 contains 13793 members 
Mstep: Class 16 contains 116413 members 
Mstep: Class 17 contains 31006 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 10414 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -1.506215e+08 nChanged 36409
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 25362 members 
Mstep: Class 3 contains 58492 members 
Mstep: Class 4 contains 40642 members 
Mstep: Class 5 contains 190574 members 
Mstep: Class 6 contains 58274 members 
Mstep: Class 7 contains 173608 members 
Mstep: Class 8 contains 35298 members 
Mstep: Class 9 contains 85115 members 
Mstep: Class 10 contains 89291 members 
Mstep: Class 12 contains 15098 members 
Mstep: Class 13 contains 222779 members 
Mstep: Class 14 contains 41194 members 
Mstep: Class 15 contains 13677 members 
Mstep: Class 16 contains 109340 members 
Mstep: Class 17 contains 26738 members 
Mstep: Class 18 contains 7880 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 10434 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -1.506547e+08 nChanged 29973
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 24541 members 
Mstep: Class 3 contains 59256 members 
Mstep: Class 4 contains 39892 members 
Mstep: Class 5 contains 191512 members 
Mstep: Class 6 contains 58537 members 
Mstep: Class 7 contains 176728 members 
Mstep: Class 8 contains 33608 members 
Mstep: Class 9 contains 87203 members 
Mstep: Class 10 contains 90847 members 
Mstep: Class 12 contains 16392 members 
Mstep: Class 13 contains 223677 members 
Mstep: Class 14 contains 40603 members 
Mstep: Class 15 contains 13591 members 
Mstep: Class 16 contains 105703 members 
Mstep: Class 17 contains 22971 members 
Mstep: Class 18 contains 8341 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 10409 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -1.506776e+08 nChanged 23490
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 23826 members 
Mstep: Class 3 contains 59323 members 
Mstep: Class 4 contains 39184 members 
Mstep: Class 5 contains 192534 members 
Mstep: Class 6 contains 58621 members 
Mstep: Class 7 contains 179216 members 
Mstep: Class 8 contains 32539 members 
Mstep: Class 9 contains 88957 members 
Mstep: Class 10 contains 92222 members 
Mstep: Class 12 contains 17542 members 
Mstep: Class 13 contains 222802 members 
Mstep: Class 14 contains 40117 members 
Mstep: Class 15 contains 13556 members 
Mstep: Class 16 contains 104523 members 
Mstep: Class 17 contains 19756 members 
Mstep: Class 18 contains 8774 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 10352 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -1.506882e+08 nChanged 20320
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 23028 members 
Mstep: Class 3 contains 59196 members 
Mstep: Class 4 contains 38471 members 
Mstep: Class 5 contains 192839 members 
Mstep: Class 6 contains 58824 members 
Mstep: Class 7 contains 180086 members 
Mstep: Class 8 contains 31990 members 
Mstep: Class 9 contains 90401 members 
Mstep: Class 10 contains 93196 members 
Mstep: Class 12 contains 19321 members 
Mstep: Class 13 contains 222131 members 
Mstep: Class 14 contains 39389 members 
Mstep: Class 15 contains 13517 members 
Mstep: Class 16 contains 104271 members 
Mstep: Class 17 contains 17204 members 
Mstep: Class 18 contains 9709 members 
Mstep: Class 19 contains 3256 members 
Mstep: Class 20 contains 10269 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -1.506961e+08 nChanged 17773
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 22199 members 
Mstep: Class 3 contains 58919 members 
Mstep: Class 4 contains 37747 members 
Mstep: Class 5 contains 193133 members 
Mstep: Class 6 contains 59160 members 
Mstep: Class 7 contains 181127 members 
Mstep: Class 8 contains 31659 members 
Mstep: Class 9 contains 91493 members 
Mstep: Class 10 contains 94059 members 
Mstep: Class 12 contains 21021 members 
Mstep: Class 13 contains 220698 members 
Mstep: Class 14 contains 38664 members 
Mstep: Class 15 contains 13486 members 
Mstep: Class 16 contains 104234 members 
Mstep: Class 17 contains 15260 members 
Mstep: Class 18 contains 10798 members 
Mstep: Class 19 contains 3256 members 
Mstep: Class 20 contains 10129 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -1.507038e+08 nChanged 16183
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 21410 members 
Mstep: Class 3 contains 58600 members 
Mstep: Class 4 contains 36946 members 
Mstep: Class 5 contains 193396 members 
Mstep: Class 6 contains 59629 members 
Mstep: Class 7 contains 182327 members 
Mstep: Class 8 contains 31338 members 
Mstep: Class 9 contains 92127 members 
Mstep: Class 10 contains 94842 members 
Mstep: Class 12 contains 22515 members 
Mstep: Class 13 contains 219076 members 
Mstep: Class 14 contains 37998 members 
Mstep: Class 15 contains 13465 members 
Mstep: Class 16 contains 104254 members 
Mstep: Class 17 contains 13848 members 
Mstep: Class 18 contains 11893 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 9989 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -1.507108e+08 nChanged 14993
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 20632 members 
Mstep: Class 3 contains 58279 members 
Mstep: Class 4 contains 36072 members 
Mstep: Class 5 contains 193743 members 
Mstep: Class 6 contains 60191 members 
Mstep: Class 7 contains 183785 members 
Mstep: Class 8 contains 31037 members 
Mstep: Class 9 contains 92287 members 
Mstep: Class 10 contains 95594 members 
Mstep: Class 12 contains 23826 members 
Mstep: Class 13 contains 217214 members 
Mstep: Class 14 contains 37399 members 
Mstep: Class 15 contains 13438 members 
Mstep: Class 16 contains 104271 members 
Mstep: Class 17 contains 12896 members 
Mstep: Class 18 contains 12958 members 
Mstep: Class 19 contains 3254 members 
Mstep: Class 20 contains 9848 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -1.507156e+08 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 19909 members 
Mstep: Class 3 contains 57973 members 
Mstep: Class 4 contains 35112 members 
Mstep: Class 5 contains 194087 members 
Mstep: Class 6 contains 60869 members 
Mstep: Class 7 contains 185662 members 
Mstep: Class 8 contains 30802 members 
Mstep: Class 9 contains 92141 members 
Mstep: Class 10 contains 96049 members 
Mstep: Class 12 contains 25025 members 
Mstep: Class 13 contains 215006 members 
Mstep: Class 14 contains 36952 members 
Mstep: Class 15 contains 13378 members 
Mstep: Class 16 contains 104291 members 
Mstep: Class 17 contains 12370 members 
Mstep: Class 18 contains 13958 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 9690 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -1.507227e+08 nChanged 14594
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 19278 members 
Mstep: Class 3 contains 57673 members 
Mstep: Class 4 contains 34017 members 
Mstep: Class 5 contains 194426 members 
Mstep: Class 6 contains 61710 members 
Mstep: Class 7 contains 188341 members 
Mstep: Class 8 contains 30592 members 
Mstep: Class 9 contains 91733 members 
Mstep: Class 10 contains 96340 members 
Mstep: Class 12 contains 26171 members 
Mstep: Class 13 contains 212006 members 
Mstep: Class 14 contains 36630 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 104304 members 
Mstep: Class 17 contains 12145 members 
Mstep: Class 18 contains 14881 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 9544 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -1.507315e+08 nChanged 15569
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 18690 members 
Mstep: Class 3 contains 57444 members 
Mstep: Class 4 contains 32832 members 
Mstep: Class 5 contains 194709 members 
Mstep: Class 6 contains 62643 members 
Mstep: Class 7 contains 191416 members 
Mstep: Class 8 contains 30466 members 
Mstep: Class 9 contains 91206 members 
Mstep: Class 10 contains 96424 members 
Mstep: Class 12 contains 27345 members 
Mstep: Class 13 contains 208646 members 
Mstep: Class 14 contains 36402 members 
Mstep: Class 15 contains 13199 members 
Mstep: Class 16 contains 104327 members 
Mstep: Class 17 contains 12039 members 
Mstep: Class 18 contains 15764 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 9388 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -1.507436e+08 nChanged 15919
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 18178 members 
Mstep: Class 3 contains 57299 members 
Mstep: Class 4 contains 31527 members 
Mstep: Class 5 contains 195035 members 
Mstep: Class 6 contains 63647 members 
Mstep: Class 7 contains 193721 members 
Mstep: Class 8 contains 30332 members 
Mstep: Class 9 contains 90568 members 
Mstep: Class 10 contains 96488 members 
Mstep: Class 12 contains 28516 members 
Mstep: Class 13 contains 205980 members 
Mstep: Class 14 contains 36244 members 
Mstep: Class 15 contains 13033 members 
Mstep: Class 16 contains 104354 members 
Mstep: Class 17 contains 11983 members 
Mstep: Class 18 contains 16617 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 9263 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -1.507524e+08 nChanged 14099
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 17759 members 
Mstep: Class 3 contains 57118 members 
Mstep: Class 4 contains 30313 members 
Mstep: Class 5 contains 195228 members 
Mstep: Class 6 contains 64699 members 
Mstep: Class 7 contains 195043 members 
Mstep: Class 8 contains 30199 members 
Mstep: Class 9 contains 89931 members 
Mstep: Class 10 contains 96711 members 
Mstep: Class 12 contains 29640 members 
Mstep: Class 13 contains 204202 members 
Mstep: Class 14 contains 36106 members 
Mstep: Class 15 contains 12833 members 
Mstep: Class 16 contains 104380 members 
Mstep: Class 17 contains 11934 members 
Mstep: Class 18 contains 17446 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 9139 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -1.507568e+08 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 17444 members 
Mstep: Class 3 contains 56904 members 
Mstep: Class 4 contains 29177 members 
Mstep: Class 5 contains 195392 members 
Mstep: Class 6 contains 65675 members 
Mstep: Class 7 contains 195817 members 
Mstep: Class 8 contains 30064 members 
Mstep: Class 9 contains 89292 members 
Mstep: Class 10 contains 96951 members 
Mstep: Class 12 contains 30614 members 
Mstep: Class 13 contains 202965 members 
Mstep: Class 14 contains 35962 members 
Mstep: Class 15 contains 12664 members 
Mstep: Class 16 contains 104442 members 
Mstep: Class 17 contains 11923 members 
Mstep: Class 18 contains 18289 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 9014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150760432.000000 Penalty: 66009.726562
Iteration 30Q: 20 clusters Score -1.507604e+08 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 17187 members 
Mstep: Class 3 contains 56698 members 
Mstep: Class 4 contains 28231 members 
Mstep: Class 5 contains 195605 members 
Mstep: Class 6 contains 66489 members 
Mstep: Class 7 contains 196229 members 
Mstep: Class 8 contains 29954 members 
Mstep: Class 9 contains 88583 members 
Mstep: Class 10 contains 97177 members 
Mstep: Class 12 contains 31452 members 
Mstep: Class 13 contains 202138 members 
Mstep: Class 14 contains 35858 members 
Mstep: Class 15 contains 12516 members 
Mstep: Class 16 contains 104501 members 
Mstep: Class 17 contains 11892 members 
Mstep: Class 18 contains 19082 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 8911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150762304.000000 Penalty: 66009.726562
Iteration 31Q: 20 clusters Score -1.507623e+08 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 17007 members 
Mstep: Class 3 contains 56441 members 
Mstep: Class 4 contains 27454 members 
Mstep: Class 5 contains 195778 members 
Mstep: Class 6 contains 67245 members 
Mstep: Class 7 contains 196491 members 
Mstep: Class 8 contains 29876 members 
Mstep: Class 9 contains 87918 members 
Mstep: Class 10 contains 97406 members 
Mstep: Class 12 contains 32158 members 
Mstep: Class 13 contains 201554 members 
Mstep: Class 14 contains 35783 members 
Mstep: Class 15 contains 12360 members 
Mstep: Class 16 contains 104542 members 
Mstep: Class 17 contains 11826 members 
Mstep: Class 18 contains 19770 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 8801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150764176.000000 Penalty: 66009.726562
Iteration 32Q: 20 clusters Score -1.507642e+08 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 16931 members 
Mstep: Class 3 contains 56136 members 
Mstep: Class 4 contains 26852 members 
Mstep: Class 5 contains 195964 members 
Mstep: Class 6 contains 67872 members 
Mstep: Class 7 contains 196588 members 
Mstep: Class 8 contains 29817 members 
Mstep: Class 9 contains 87265 members 
Mstep: Class 10 contains 97633 members 
Mstep: Class 12 contains 32788 members 
Mstep: Class 13 contains 201139 members 
Mstep: Class 14 contains 35699 members 
Mstep: Class 15 contains 12226 members 
Mstep: Class 16 contains 104588 members 
Mstep: Class 17 contains 11732 members 
Mstep: Class 18 contains 20399 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 8703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150766000.000000 Penalty: 66009.726562
Iteration 33Q: 20 clusters Score -1.50766e+08 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 16872 members 
Mstep: Class 3 contains 55829 members 
Mstep: Class 4 contains 26412 members 
Mstep: Class 5 contains 196086 members 
Mstep: Class 6 contains 68360 members 
Mstep: Class 7 contains 196681 members 
Mstep: Class 8 contains 29785 members 
Mstep: Class 9 contains 86658 members 
Mstep: Class 10 contains 97834 members 
Mstep: Class 12 contains 33304 members 
Mstep: Class 13 contains 200814 members 
Mstep: Class 14 contains 35657 members 
Mstep: Class 15 contains 12138 members 
Mstep: Class 16 contains 104629 members 
Mstep: Class 17 contains 11617 members 
Mstep: Class 18 contains 20969 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 8617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150767120.000000 Penalty: 66009.726562
Iteration 34Q: 20 clusters Score -1.507671e+08 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 16860 members 
Mstep: Class 3 contains 55526 members 
Mstep: Class 4 contains 26060 members 
Mstep: Class 5 contains 196247 members 
Mstep: Class 6 contains 68793 members 
Mstep: Class 7 contains 196748 members 
Mstep: Class 8 contains 29735 members 
Mstep: Class 9 contains 86038 members 
Mstep: Class 10 contains 97975 members 
Mstep: Class 12 contains 33725 members 
Mstep: Class 13 contains 200587 members 
Mstep: Class 14 contains 35608 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 104680 members 
Mstep: Class 17 contains 11513 members 
Mstep: Class 18 contains 21473 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 8543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150767456.000000 Penalty: 66009.726562
Iteration 35Q: 20 clusters Score -1.507675e+08 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 16847 members 
Mstep: Class 3 contains 55206 members 
Mstep: Class 4 contains 25807 members 
Mstep: Class 5 contains 196409 members 
Mstep: Class 6 contains 69157 members 
Mstep: Class 7 contains 196800 members 
Mstep: Class 8 contains 29720 members 
Mstep: Class 9 contains 85408 members 
Mstep: Class 10 contains 98167 members 
Mstep: Class 12 contains 34138 members 
Mstep: Class 13 contains 200362 members 
Mstep: Class 14 contains 35574 members 
Mstep: Class 15 contains 11995 members 
Mstep: Class 16 contains 104702 members 
Mstep: Class 17 contains 11407 members 
Mstep: Class 18 contains 21923 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 8489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150768928.000000 Penalty: 66009.726562
Iteration 36Q: 20 clusters Score -1.507689e+08 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 16843 members 
Mstep: Class 3 contains 54930 members 
Mstep: Class 4 contains 25626 members 
Mstep: Class 5 contains 196600 members 
Mstep: Class 6 contains 69470 members 
Mstep: Class 7 contains 196843 members 
Mstep: Class 8 contains 29690 members 
Mstep: Class 9 contains 84755 members 
Mstep: Class 10 contains 98332 members 
Mstep: Class 12 contains 34489 members 
Mstep: Class 13 contains 200153 members 
Mstep: Class 14 contains 35560 members 
Mstep: Class 15 contains 11938 members 
Mstep: Class 16 contains 104726 members 
Mstep: Class 17 contains 11327 members 
Mstep: Class 18 contains 22319 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 8442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150769360.000000 Penalty: 66009.726562
Iteration 37Q: 20 clusters Score -1.507694e+08 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 16854 members 
Mstep: Class 3 contains 54694 members 
Mstep: Class 4 contains 25466 members 
Mstep: Class 5 contains 196766 members 
Mstep: Class 6 contains 69683 members 
Mstep: Class 7 contains 196850 members 
Mstep: Class 8 contains 29692 members 
Mstep: Class 9 contains 84169 members 
Mstep: Class 10 contains 98487 members 
Mstep: Class 12 contains 34768 members 
Mstep: Class 13 contains 200012 members 
Mstep: Class 14 contains 35550 members 
Mstep: Class 15 contains 11895 members 
Mstep: Class 16 contains 104749 members 
Mstep: Class 17 contains 11265 members 
Mstep: Class 18 contains 22669 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 8401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150770016.000000 Penalty: 66009.726562
Iteration 38Q: 20 clusters Score -1.5077e+08 nChanged 3917
Entering ConstructFrom: 
Score: -150770016.000000 Penalty: 66009.726562
Entering ConstructFrom: 
Trying to split cluster 1 (8010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Entering Unmasked Estep 
Score: -907529.812500 Penalty: 2229.134766
	Iteration 0F: 2 clusters Score -907529.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -901213.750000 Penalty: 4458.269531
	Iteration 0F: 3 clusters Score -901213.8 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -903214.562500 Penalty: 4458.269531
	Iteration 1F: 3 clusters Score -903214.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -903976.000000 Penalty: 4458.269531
	Iteration 2F: 3 clusters Score -903976 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -904763.125000 Penalty: 4458.269531
	Iteration 3F: 3 clusters Score -904763.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -905591.375000 Penalty: 4458.269531
	Iteration 4F: 3 clusters Score -905591.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -906502.062500 Penalty: 4458.269531
	Iteration 5F: 3 clusters Score -906502.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -907228.437500 Penalty: 4458.269531
	Iteration 6F: 3 clusters Score -907228.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -907655.750000 Penalty: 4458.269531
	Iteration 7F: 3 clusters Score -907655.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -907934.687500 Penalty: 4458.269531
	Iteration 8Q: 3 clusters Score -907934.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -908127.000000 Penalty: 4458.269531
	Iteration 9Q: 3 clusters Score -908127 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -908238.375000 Penalty: 4458.269531
	Iteration 10Q: 3 clusters Score -908238.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -908321.500000 Penalty: 4458.269531
	Iteration 11Q: 3 clusters Score -908321.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -908388.500000 Penalty: 4458.269531
	Iteration 12Q: 3 clusters Score -908388.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -908442.250000 Penalty: 4458.269531
	Iteration 13Q: 3 clusters Score -908442.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -908476.687500 Penalty: 4458.269531
	Iteration 14Q: 3 clusters Score -908476.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -908492.875000 Penalty: 4458.269531
	Iteration 15Q: 3 clusters Score -908492.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -908504.125000 Penalty: 4458.269531
	Iteration 16Q: 3 clusters Score -908504.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -908514.687500 Penalty: 4458.269531
	Iteration 17Q: 3 clusters Score -908514.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -908524.625000 Penalty: 4458.269531
	Iteration 18Q: 3 clusters Score -908524.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -908537.187500 Penalty: 4458.269531
	Iteration 19Q: 3 clusters Score -908537.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -908569.937500 Penalty: 4458.269531
	Iteration 20F: 3 clusters Score -908569.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -908612.812500 Penalty: 4458.269531
	Iteration 21Q: 3 clusters Score -908612.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -908657.812500 Penalty: 4458.269531
	Iteration 22Q: 3 clusters Score -908657.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -908706.250000 Penalty: 4458.269531
	Iteration 23Q: 3 clusters Score -908706.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -908741.750000 Penalty: 4458.269531
	Iteration 24Q: 3 clusters Score -908741.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -908781.750000 Penalty: 4458.269531
	Iteration 25Q: 3 clusters Score -908781.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -908808.750000 Penalty: 4458.269531
	Iteration 26Q: 3 clusters Score -908808.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -908822.812500 Penalty: 4458.269531
	Iteration 27Q: 3 clusters Score -908822.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -908834.750000 Penalty: 4458.269531
	Iteration 28Q: 3 clusters Score -908834.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -908849.437500 Penalty: 4458.269531
	Iteration 29Q: 3 clusters Score -908849.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -908863.250000 Penalty: 4458.269531
	Iteration 30Q: 3 clusters Score -908863.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -908879.500000 Penalty: 4458.269531
	Iteration 31Q: 3 clusters Score -908879.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -908895.687500 Penalty: 4458.269531
	Iteration 32Q: 3 clusters Score -908895.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -908908.875000 Penalty: 4458.269531
	Iteration 33Q: 3 clusters Score -908908.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -908918.375000 Penalty: 4458.269531
	Iteration 34Q: 3 clusters Score -908918.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -908930.875000 Penalty: 4458.269531
	Iteration 35Q: 3 clusters Score -908930.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -908946.375000 Penalty: 4458.269531
	Iteration 36Q: 3 clusters Score -908946.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -908952.437500 Penalty: 4458.269531
	Iteration 37Q: 3 clusters Score -908952.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -908960.250000 Penalty: 4458.269531
	Iteration 38Q: 3 clusters Score -908960.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -908964.062500 Penalty: 4458.269531
	Iteration 39Q: 3 clusters Score -908964.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -908970.625000 Penalty: 4458.269531
	Iteration 40F: 3 clusters Score -908970.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -908972.125000 Penalty: 4458.269531
	Iteration 41Q: 3 clusters Score -908972.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -908972.437500 Penalty: 4458.269531
	Iteration 42Q: 3 clusters Score -908972.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -908973.312500 Penalty: 4458.269531
	Iteration 43Q: 3 clusters Score -908973.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -908974.062500 Penalty: 4458.269531
	Iteration 44Q: 3 clusters Score -908974.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -908975.437500 Penalty: 4458.269531
	Iteration 45Q: 3 clusters Score -908975.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -908975.437500 Penalty: 4458.269531
	Iteration 46F: 3 clusters Score -908975.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 16858 members 
Mstep: Class 3 contains 54451 members 
Mstep: Class 4 contains 25332 members 
Mstep: Class 5 contains 196921 members 
Mstep: Class 6 contains 69896 members 
Mstep: Class 7 contains 196887 members 
Mstep: Class 8 contains 29688 members 
Mstep: Class 9 contains 83600 members 
Mstep: Class 10 contains 98617 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 35067 members 
Mstep: Class 13 contains 199823 members 
Mstep: Class 14 contains 35536 members 
Mstep: Class 15 contains 11886 members 
Mstep: Class 16 contains 104765 members 
Mstep: Class 17 contains 11199 members 
Mstep: Class 18 contains 22990 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 8372 members 
Entering Unmasked Estep 
Score: -150770240.000000 Penalty: 69483.921875
Splitting cluster 1 changes total score from -150770016.000000 to -150770240.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 2 (16858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Entering Unmasked Estep 
Score: -2096154.875000 Penalty: 2413.679932
	Iteration 0F: 2 clusters Score -2096155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2084176.875000 Penalty: 4827.359863
	Iteration 0F: 3 clusters Score -2084177 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2088537.125000 Penalty: 4827.359863
	Iteration 1F: 3 clusters Score -2088537 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2089518.500000 Penalty: 4827.359863
	Iteration 2F: 3 clusters Score -2089518 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2090405.250000 Penalty: 4827.359863
	Iteration 3F: 3 clusters Score -2090405 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2091193.750000 Penalty: 4827.359863
	Iteration 4F: 3 clusters Score -2091194 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2091924.125000 Penalty: 4827.359863
	Iteration 5F: 3 clusters Score -2091924 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2092659.000000 Penalty: 4827.359863
	Iteration 6F: 3 clusters Score -2092659 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2093417.125000 Penalty: 4827.359863
	Iteration 7F: 3 clusters Score -2093417 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2094143.625000 Penalty: 4827.359863
	Iteration 8F: 3 clusters Score -2094144 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2094771.500000 Penalty: 4827.359863
	Iteration 9Q: 3 clusters Score -2094772 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2095241.875000 Penalty: 4827.359863
	Iteration 10Q: 3 clusters Score -2095242 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2095605.250000 Penalty: 4827.359863
	Iteration 11Q: 3 clusters Score -2095605 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2095865.875000 Penalty: 4827.359863
	Iteration 12Q: 3 clusters Score -2095866 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2096065.000000 Penalty: 4827.359863
	Iteration 13Q: 3 clusters Score -2096065 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2096207.750000 Penalty: 4827.359863
	Iteration 14Q: 3 clusters Score -2096208 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2096347.375000 Penalty: 4827.359863
	Iteration 15Q: 3 clusters Score -2096347 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2096460.125000 Penalty: 4827.359863
	Iteration 16Q: 3 clusters Score -2096460 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2096560.375000 Penalty: 4827.359863
	Iteration 17Q: 3 clusters Score -2096560 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2096608.000000 Penalty: 4827.359863
	Iteration 18Q: 3 clusters Score -2096608 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2096645.750000 Penalty: 4827.359863
	Iteration 19Q: 3 clusters Score -2096646 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2096685.875000 Penalty: 4827.359863
	Iteration 20F: 3 clusters Score -2096686 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2096720.000000 Penalty: 4827.359863
	Iteration 21Q: 3 clusters Score -2096720 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2096738.000000 Penalty: 4827.359863
	Iteration 22Q: 3 clusters Score -2096738 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2096769.875000 Penalty: 4827.359863
	Iteration 23Q: 3 clusters Score -2096770 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2096789.000000 Penalty: 4827.359863
	Iteration 24Q: 3 clusters Score -2096789 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2096814.375000 Penalty: 4827.359863
	Iteration 25Q: 3 clusters Score -2096814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2096833.000000 Penalty: 4827.359863
	Iteration 26Q: 3 clusters Score -2096833 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2096848.125000 Penalty: 4827.359863
	Iteration 27Q: 3 clusters Score -2096848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2096856.625000 Penalty: 4827.359863
	Iteration 28Q: 3 clusters Score -2096857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2096865.875000 Penalty: 4827.359863
	Iteration 29Q: 3 clusters Score -2096866 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2096867.500000 Penalty: 4827.359863
	Iteration 30Q: 3 clusters Score -2096868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2096877.500000 Penalty: 4827.359863
	Iteration 31Q: 3 clusters Score -2096878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2096878.625000 Penalty: 4827.359863
	Iteration 32Q: 3 clusters Score -2096879 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2096881.750000 Penalty: 4827.359863
	Iteration 33Q: 3 clusters Score -2096882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2096890.125000 Penalty: 4827.359863
	Iteration 34Q: 3 clusters Score -2096890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2096894.500000 Penalty: 4827.359863
	Iteration 35Q: 3 clusters Score -2096894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2096888.750000 Penalty: 4827.359863
	Iteration 36Q: 3 clusters Score -2096889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2096889.125000 Penalty: 4827.359863
	Iteration 37Q: 3 clusters Score -2096889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2096889.125000 Penalty: 4827.359863
	Iteration 38Q: 3 clusters Score -2096889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2096890.250000 Penalty: 4827.359863
	Iteration 39Q: 3 clusters Score -2096890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2096893.375000 Penalty: 4827.359863
	Iteration 40F: 3 clusters Score -2096893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2096887.750000 Penalty: 4827.359863
	Iteration 41Q: 3 clusters Score -2096888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2096890.125000 Penalty: 4827.359863
	Iteration 42Q: 3 clusters Score -2096890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2096890.125000 Penalty: 4827.359863
	Iteration 43F: 3 clusters Score -2096890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 54451 members 
Mstep: Class 4 contains 25332 members 
Mstep: Class 5 contains 196921 members 
Mstep: Class 6 contains 69896 members 
Mstep: Class 7 contains 196887 members 
Mstep: Class 8 contains 29688 members 
Mstep: Class 9 contains 83600 members 
Mstep: Class 10 contains 98617 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 35067 members 
Mstep: Class 13 contains 199823 members 
Mstep: Class 14 contains 35536 members 
Mstep: Class 15 contains 11886 members 
Mstep: Class 16 contains 104765 members 
Mstep: Class 17 contains 11199 members 
Mstep: Class 18 contains 22990 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 8372 members 
Mstep: Class 21 contains 8439 members 
Entering Unmasked Estep 
Score: -150770320.000000 Penalty: 72958.125000
Splitting cluster 2 changes total score from -150770016.000000 to -150770320.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (54451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Entering Unmasked Estep 
Score: -7009773.500000 Penalty: 2704.454102
	Iteration 0F: 2 clusters Score -7009774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -6973112.000000 Penalty: 5408.908203
	Iteration 0F: 3 clusters Score -6973112 nChanged 25206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -6987394.500000 Penalty: 5408.908203
	Iteration 1F: 3 clusters Score -6987394 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -6988314.000000 Penalty: 5408.908203
	Iteration 2Q: 3 clusters Score -6988314 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -6989412.000000 Penalty: 5408.908203
	Iteration 3Q: 3 clusters Score -6989412 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -6990940.000000 Penalty: 5408.908203
	Iteration 4F: 3 clusters Score -6990940 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -6992909.500000 Penalty: 5408.908203
	Iteration 5F: 3 clusters Score -6992910 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -6995258.000000 Penalty: 5408.908203
	Iteration 6F: 3 clusters Score -6995258 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -6997798.500000 Penalty: 5408.908203
	Iteration 7F: 3 clusters Score -6997798 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -7000256.000000 Penalty: 5408.908203
	Iteration 8F: 3 clusters Score -7000256 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -7002451.000000 Penalty: 5408.908203
	Iteration 9F: 3 clusters Score -7002451 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -7004226.500000 Penalty: 5408.908203
	Iteration 10Q: 3 clusters Score -7004226 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -7005580.000000 Penalty: 5408.908203
	Iteration 11Q: 3 clusters Score -7005580 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -7006562.000000 Penalty: 5408.908203
	Iteration 12Q: 3 clusters Score -7006562 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -7007333.500000 Penalty: 5408.908203
	Iteration 13Q: 3 clusters Score -7007334 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -7007828.500000 Penalty: 5408.908203
	Iteration 14Q: 3 clusters Score -7007828 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -7008104.500000 Penalty: 5408.908203
	Iteration 15Q: 3 clusters Score -7008104 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7008271.500000 Penalty: 5408.908203
	Iteration 16Q: 3 clusters Score -7008272 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -7008376.000000 Penalty: 5408.908203
	Iteration 17Q: 3 clusters Score -7008376 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7008429.500000 Penalty: 5408.908203
	Iteration 18Q: 3 clusters Score -7008430 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7008459.000000 Penalty: 5408.908203
	Iteration 19Q: 3 clusters Score -7008459 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7008477.000000 Penalty: 5408.908203
	Iteration 20F: 3 clusters Score -7008477 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7008483.500000 Penalty: 5408.908203
	Iteration 21Q: 3 clusters Score -7008484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7008495.500000 Penalty: 5408.908203
	Iteration 22Q: 3 clusters Score -7008496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7008497.500000 Penalty: 5408.908203
	Iteration 23Q: 3 clusters Score -7008498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7008505.500000 Penalty: 5408.908203
	Iteration 24Q: 3 clusters Score -7008506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7008509.500000 Penalty: 5408.908203
	Iteration 25Q: 3 clusters Score -7008510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -7008512.000000 Penalty: 5408.908203
	Iteration 26Q: 3 clusters Score -7008512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7008511.000000 Penalty: 5408.908203
	Iteration 27Q: 3 clusters Score -7008511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7008510.500000 Penalty: 5408.908203
	Iteration 28Q: 3 clusters Score -7008510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7008510.500000 Penalty: 5408.908203
	Iteration 29F: 3 clusters Score -7008510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Entering Unmasked Estep 
Score: -3133797.500000 Penalty: 2514.676270
	Iteration 0F: 2 clusters Score -3133798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3116415.250000 Penalty: 5029.352539
	Iteration 0F: 3 clusters Score -3116415 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -3122923.000000 Penalty: 5029.352539
	Iteration 1F: 3 clusters Score -3122923 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -3123921.750000 Penalty: 5029.352539
	Iteration 2F: 3 clusters Score -3123922 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -3125249.500000 Penalty: 5029.352539
	Iteration 3F: 3 clusters Score -3125250 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3126779.000000 Penalty: 5029.352539
	Iteration 4F: 3 clusters Score -3126779 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3128409.000000 Penalty: 5029.352539
	Iteration 5F: 3 clusters Score -3128409 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -3130034.750000 Penalty: 5029.352539
	Iteration 6F: 3 clusters Score -3130035 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3131633.250000 Penalty: 5029.352539
	Iteration 7F: 3 clusters Score -3131633 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3132612.000000 Penalty: 5029.352539
	Iteration 8F: 3 clusters Score -3132612 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3133162.000000 Penalty: 5029.352539
	Iteration 9Q: 3 clusters Score -3133162 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3133579.500000 Penalty: 5029.352539
	Iteration 10Q: 3 clusters Score -3133580 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3133920.000000 Penalty: 5029.352539
	Iteration 11Q: 3 clusters Score -3133920 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3134181.000000 Penalty: 5029.352539
	Iteration 12Q: 3 clusters Score -3134181 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3134388.750000 Penalty: 5029.352539
	Iteration 13Q: 3 clusters Score -3134389 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3134597.750000 Penalty: 5029.352539
	Iteration 14Q: 3 clusters Score -3134598 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3134804.750000 Penalty: 5029.352539
	Iteration 15Q: 3 clusters Score -3134805 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3134965.750000 Penalty: 5029.352539
	Iteration 16Q: 3 clusters Score -3134966 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -3135192.250000 Penalty: 5029.352539
	Iteration 17Q: 3 clusters Score -3135192 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -3135457.250000 Penalty: 5029.352539
	Iteration 18Q: 3 clusters Score -3135457 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -3135753.000000 Penalty: 5029.352539
	Iteration 19Q: 3 clusters Score -3135753 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3135955.750000 Penalty: 5029.352539
	Iteration 20F: 3 clusters Score -3135956 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3136076.500000 Penalty: 5029.352539
	Iteration 21Q: 3 clusters Score -3136076 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -3136156.500000 Penalty: 5029.352539
	Iteration 22Q: 3 clusters Score -3136156 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -3136197.250000 Penalty: 5029.352539
	Iteration 23Q: 3 clusters Score -3136197 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -3136233.750000 Penalty: 5029.352539
	Iteration 24Q: 3 clusters Score -3136234 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -3136262.000000 Penalty: 5029.352539
	Iteration 25Q: 3 clusters Score -3136262 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -3136285.750000 Penalty: 5029.352539
	Iteration 26Q: 3 clusters Score -3136286 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -3136302.250000 Penalty: 5029.352539
	Iteration 27Q: 3 clusters Score -3136302 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3136317.750000 Penalty: 5029.352539
	Iteration 28Q: 3 clusters Score -3136318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -3136327.250000 Penalty: 5029.352539
	Iteration 29Q: 3 clusters Score -3136327 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -3136334.500000 Penalty: 5029.352539
	Iteration 30Q: 3 clusters Score -3136334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -3136324.250000 Penalty: 5029.352539
	Iteration 31Q: 3 clusters Score -3136324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -3136329.250000 Penalty: 5029.352539
	Iteration 32Q: 3 clusters Score -3136329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -3136333.750000 Penalty: 5029.352539
	Iteration 33Q: 3 clusters Score -3136334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3136338.000000 Penalty: 5029.352539
	Iteration 34Q: 3 clusters Score -3136338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3136342.500000 Penalty: 5029.352539
	Iteration 35Q: 3 clusters Score -3136342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -3136344.000000 Penalty: 5029.352539
	Iteration 36Q: 3 clusters Score -3136344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3136340.500000 Penalty: 5029.352539
	Iteration 37Q: 3 clusters Score -3136340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -3136347.500000 Penalty: 5029.352539
	Iteration 38Q: 3 clusters Score -3136348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -3136343.250000 Penalty: 5029.352539
	Iteration 39Q: 3 clusters Score -3136343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3136343.500000 Penalty: 5029.352539
	Iteration 40F: 3 clusters Score -3136344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -3136345.250000 Penalty: 5029.352539
	Iteration 41Q: 3 clusters Score -3136345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -3136343.250000 Penalty: 5029.352539
	Iteration 42Q: 3 clusters Score -3136343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3136341.500000 Penalty: 5029.352539
	Iteration 43Q: 3 clusters Score -3136342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -3136344.500000 Penalty: 5029.352539
	Iteration 44Q: 3 clusters Score -3136344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -3136345.500000 Penalty: 5029.352539
	Iteration 45Q: 3 clusters Score -3136346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3136341.500000 Penalty: 5029.352539
	Iteration 46Q: 3 clusters Score -3136342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -3136338.750000 Penalty: 5029.352539
	Iteration 47Q: 3 clusters Score -3136339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -3136337.000000 Penalty: 5029.352539
	Iteration 48Q: 3 clusters Score -3136337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -3136340.250000 Penalty: 5029.352539
	Iteration 49Q: 3 clusters Score -3136340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3136344.000000 Penalty: 5029.352539
	Iteration 50Q: 3 clusters Score -3136344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3136341.500000 Penalty: 5029.352539
	Iteration 51Q: 3 clusters Score -3136342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -3136343.500000 Penalty: 5029.352539
	Iteration 52Q: 3 clusters Score -3136344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -3136349.500000 Penalty: 5029.352539
	Iteration 53Q: 3 clusters Score -3136350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -3136341.500000 Penalty: 5029.352539
	Iteration 54Q: 3 clusters Score -3136342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3136341.750000 Penalty: 5029.352539
	Iteration 55Q: 3 clusters Score -3136342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -3136343.000000 Penalty: 5029.352539
	Iteration 56Q: 3 clusters Score -3136343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3136345.250000 Penalty: 5029.352539
	Iteration 57Q: 3 clusters Score -3136345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -3136346.000000 Penalty: 5029.352539
	Iteration 58Q: 3 clusters Score -3136346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -3136348.500000 Penalty: 5029.352539
	Iteration 59Q: 3 clusters Score -3136348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -3136348.250000 Penalty: 5029.352539
	Iteration 60F: 3 clusters Score -3136348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -3136347.250000 Penalty: 5029.352539
	Iteration 61Q: 3 clusters Score -3136347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -3136344.000000 Penalty: 5029.352539
	Iteration 62Q: 3 clusters Score -3136344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -3136347.500000 Penalty: 5029.352539
	Iteration 63Q: 3 clusters Score -3136348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -3136347.500000 Penalty: 5029.352539
	Iteration 64F: 3 clusters Score -3136348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 54451 members 
Mstep: Class 4 contains 14598 members 
Mstep: Class 5 contains 196921 members 
Mstep: Class 6 contains 69896 members 
Mstep: Class 7 contains 196887 members 
Mstep: Class 8 contains 29688 members 
Mstep: Class 9 contains 83600 members 
Mstep: Class 10 contains 98617 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 35067 members 
Mstep: Class 13 contains 199823 members 
Mstep: Class 14 contains 35536 members 
Mstep: Class 15 contains 11886 members 
Mstep: Class 16 contains 104765 members 
Mstep: Class 17 contains 11199 members 
Mstep: Class 18 contains 22990 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 8372 members 
Mstep: Class 21 contains 8439 members 
Mstep: Class 22 contains 10734 members 
Entering Unmasked Estep 
Score: -150771744.000000 Penalty: 76432.320312
Splitting cluster 4 changes total score from -150770016.000000 to -150771744.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (196921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196921 members 
Entering Unmasked Estep 
Score: -25235934.000000 Penalty: 3023.258301
	Iteration 0F: 2 clusters Score -2.523593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98512 members 
Mstep: Class 2 contains 98409 members 
Entering Unmasked Estep 
Score: -25116244.000000 Penalty: 6046.516602
	Iteration 0F: 3 clusters Score -2.511624e+07 nChanged 94791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98729 members 
Mstep: Class 2 contains 98192 members 
Entering Unmasked Estep 
Score: -25171414.000000 Penalty: 6046.516602
	Iteration 1F: 3 clusters Score -2.517141e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99256 members 
Mstep: Class 2 contains 97665 members 
Entering Unmasked Estep 
Score: -25172548.000000 Penalty: 6046.516602
	Iteration 2Q: 3 clusters Score -2.517255e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100070 members 
Mstep: Class 2 contains 96851 members 
Entering Unmasked Estep 
Score: -25174174.000000 Penalty: 6046.516602
	Iteration 3Q: 3 clusters Score -2.517417e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101338 members 
Mstep: Class 2 contains 95583 members 
Entering Unmasked Estep 
Score: -25175986.000000 Penalty: 6046.516602
	Iteration 4Q: 3 clusters Score -2.517599e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103350 members 
Mstep: Class 2 contains 93571 members 
Entering Unmasked Estep 
Score: -25178406.000000 Penalty: 6046.516602
	Iteration 5Q: 3 clusters Score -2.517841e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106200 members 
Mstep: Class 2 contains 90721 members 
Entering Unmasked Estep 
Score: -25181654.000000 Penalty: 6046.516602
	Iteration 6Q: 3 clusters Score -2.518165e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110108 members 
Mstep: Class 2 contains 86813 members 
Entering Unmasked Estep 
Score: -25185828.000000 Penalty: 6046.516602
	Iteration 7Q: 3 clusters Score -2.518583e+07 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114876 members 
Mstep: Class 2 contains 82045 members 
Entering Unmasked Estep 
Score: -25190598.000000 Penalty: 6046.516602
	Iteration 8F: 3 clusters Score -2.51906e+07 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120195 members 
Mstep: Class 2 contains 76726 members 
Entering Unmasked Estep 
Score: -25195718.000000 Penalty: 6046.516602
	Iteration 9F: 3 clusters Score -2.519572e+07 nChanged 10285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125540 members 
Mstep: Class 2 contains 71381 members 
Entering Unmasked Estep 
Score: -25201346.000000 Penalty: 6046.516602
	Iteration 10F: 3 clusters Score -2.520135e+07 nChanged 9989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130477 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -25207200.000000 Penalty: 6046.516602
	Iteration 11F: 3 clusters Score -2.52072e+07 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134444 members 
Mstep: Class 2 contains 62477 members 
Entering Unmasked Estep 
Score: -25212782.000000 Penalty: 6046.516602
	Iteration 12Q: 3 clusters Score -2.521278e+07 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137298 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -25217080.000000 Penalty: 6046.516602
	Iteration 13Q: 3 clusters Score -2.521708e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139314 members 
Mstep: Class 2 contains 57607 members 
Entering Unmasked Estep 
Score: -25220100.000000 Penalty: 6046.516602
	Iteration 14Q: 3 clusters Score -2.52201e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141150 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -25221732.000000 Penalty: 6046.516602
	Iteration 15Q: 3 clusters Score -2.522173e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142760 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -25222888.000000 Penalty: 6046.516602
	Iteration 16Q: 3 clusters Score -2.522289e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144219 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -25223864.000000 Penalty: 6046.516602
	Iteration 17Q: 3 clusters Score -2.522386e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145590 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -25224756.000000 Penalty: 6046.516602
	Iteration 18Q: 3 clusters Score -2.522476e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146965 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -25225764.000000 Penalty: 6046.516602
	Iteration 19Q: 3 clusters Score -2.522576e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148280 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -25226870.000000 Penalty: 6046.516602
	Iteration 20F: 3 clusters Score -2.522687e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149524 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -25228154.000000 Penalty: 6046.516602
	Iteration 21Q: 3 clusters Score -2.522815e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150627 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -25229238.000000 Penalty: 6046.516602
	Iteration 22Q: 3 clusters Score -2.522924e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151608 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -25230296.000000 Penalty: 6046.516602
	Iteration 23Q: 3 clusters Score -2.52303e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152490 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -25231116.000000 Penalty: 6046.516602
	Iteration 24Q: 3 clusters Score -2.523112e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153278 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -25231884.000000 Penalty: 6046.516602
	Iteration 25Q: 3 clusters Score -2.523188e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153963 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -25232428.000000 Penalty: 6046.516602
	Iteration 26Q: 3 clusters Score -2.523243e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154654 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -25232924.000000 Penalty: 6046.516602
	Iteration 27Q: 3 clusters Score -2.523292e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155298 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -25233260.000000 Penalty: 6046.516602
	Iteration 28Q: 3 clusters Score -2.523326e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155901 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -25233740.000000 Penalty: 6046.516602
	Iteration 29Q: 3 clusters Score -2.523374e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156510 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -25233970.000000 Penalty: 6046.516602
	Iteration 30Q: 3 clusters Score -2.523397e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157128 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -25234144.000000 Penalty: 6046.516602
	Iteration 31Q: 3 clusters Score -2.523414e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157790 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -25234292.000000 Penalty: 6046.516602
	Iteration 32Q: 3 clusters Score -2.523429e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158451 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -25234422.000000 Penalty: 6046.516602
	Iteration 33Q: 3 clusters Score -2.523442e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159110 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -25234454.000000 Penalty: 6046.516602
	Iteration 34Q: 3 clusters Score -2.523445e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -25234538.000000 Penalty: 6046.516602
	Iteration 35Q: 3 clusters Score -2.523454e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160530 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -25234486.000000 Penalty: 6046.516602
	Iteration 36Q: 3 clusters Score -2.523449e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161258 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -25234598.000000 Penalty: 6046.516602
	Iteration 37Q: 3 clusters Score -2.52346e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162016 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -25234554.000000 Penalty: 6046.516602
	Iteration 38Q: 3 clusters Score -2.523455e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162844 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -25234674.000000 Penalty: 6046.516602
	Iteration 39Q: 3 clusters Score -2.523467e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163729 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -25234638.000000 Penalty: 6046.516602
	Iteration 40F: 3 clusters Score -2.523464e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164573 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -25234650.000000 Penalty: 6046.516602
	Iteration 41Q: 3 clusters Score -2.523465e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165461 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -25234634.000000 Penalty: 6046.516602
	Iteration 42Q: 3 clusters Score -2.523463e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166424 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -25234576.000000 Penalty: 6046.516602
	Iteration 43Q: 3 clusters Score -2.523458e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167496 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -25234648.000000 Penalty: 6046.516602
	Iteration 44Q: 3 clusters Score -2.523465e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168630 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -25234622.000000 Penalty: 6046.516602
	Iteration 45Q: 3 clusters Score -2.523462e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169853 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -25234712.000000 Penalty: 6046.516602
	Iteration 46Q: 3 clusters Score -2.523471e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171223 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -25234904.000000 Penalty: 6046.516602
	Iteration 47Q: 3 clusters Score -2.52349e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172687 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -25234946.000000 Penalty: 6046.516602
	Iteration 48Q: 3 clusters Score -2.523495e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174224 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -25235280.000000 Penalty: 6046.516602
	Iteration 49Q: 3 clusters Score -2.523528e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175761 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -25235850.000000 Penalty: 6046.516602
	Iteration 50Q: 3 clusters Score -2.523585e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177318 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -25236576.000000 Penalty: 6046.516602
	Iteration 51Q: 3 clusters Score -2.523658e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178725 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -25237324.000000 Penalty: 6046.516602
	Iteration 52Q: 3 clusters Score -2.523732e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179898 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -25238310.000000 Penalty: 6046.516602
	Iteration 53Q: 3 clusters Score -2.523831e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180752 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -25239130.000000 Penalty: 6046.516602
	Iteration 54Q: 3 clusters Score -2.523913e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181335 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -25239550.000000 Penalty: 6046.516602
	Iteration 55Q: 3 clusters Score -2.523955e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181799 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -25239824.000000 Penalty: 6046.516602
	Iteration 56Q: 3 clusters Score -2.523982e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182165 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -25239862.000000 Penalty: 6046.516602
	Iteration 57Q: 3 clusters Score -2.523986e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182408 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -25240014.000000 Penalty: 6046.516602
	Iteration 58Q: 3 clusters Score -2.524001e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182611 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -25240052.000000 Penalty: 6046.516602
	Iteration 59Q: 3 clusters Score -2.524005e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182792 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -25240036.000000 Penalty: 6046.516602
	Iteration 60F: 3 clusters Score -2.524004e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182932 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -25240046.000000 Penalty: 6046.516602
	Iteration 61Q: 3 clusters Score -2.524005e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183058 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -25240050.000000 Penalty: 6046.516602
	Iteration 62Q: 3 clusters Score -2.524005e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183178 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -25240044.000000 Penalty: 6046.516602
	Iteration 63Q: 3 clusters Score -2.524004e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183299 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -25240002.000000 Penalty: 6046.516602
	Iteration 64Q: 3 clusters Score -2.524e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183421 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -25239962.000000 Penalty: 6046.516602
	Iteration 65Q: 3 clusters Score -2.523996e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183509 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -25239926.000000 Penalty: 6046.516602
	Iteration 66Q: 3 clusters Score -2.523993e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183586 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -25239924.000000 Penalty: 6046.516602
	Iteration 67Q: 3 clusters Score -2.523992e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183648 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -25239918.000000 Penalty: 6046.516602
	Iteration 68Q: 3 clusters Score -2.523992e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183697 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -25239926.000000 Penalty: 6046.516602
	Iteration 69Q: 3 clusters Score -2.523993e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183757 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -25239884.000000 Penalty: 6046.516602
	Iteration 70Q: 3 clusters Score -2.523988e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183816 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -25239812.000000 Penalty: 6046.516602
	Iteration 71Q: 3 clusters Score -2.523981e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183869 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -25239798.000000 Penalty: 6046.516602
	Iteration 72Q: 3 clusters Score -2.52398e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183918 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -25239792.000000 Penalty: 6046.516602
	Iteration 73Q: 3 clusters Score -2.523979e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183960 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -25239762.000000 Penalty: 6046.516602
	Iteration 74Q: 3 clusters Score -2.523976e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183996 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -25239766.000000 Penalty: 6046.516602
	Iteration 75Q: 3 clusters Score -2.523977e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184034 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -25239734.000000 Penalty: 6046.516602
	Iteration 76Q: 3 clusters Score -2.523973e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184069 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -25239708.000000 Penalty: 6046.516602
	Iteration 77Q: 3 clusters Score -2.523971e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184109 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -25239730.000000 Penalty: 6046.516602
	Iteration 78Q: 3 clusters Score -2.523973e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184140 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -25239720.000000 Penalty: 6046.516602
	Iteration 79Q: 3 clusters Score -2.523972e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184168 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -25239742.000000 Penalty: 6046.516602
	Iteration 80F: 3 clusters Score -2.523974e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184191 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -25239738.000000 Penalty: 6046.516602
	Iteration 81Q: 3 clusters Score -2.523974e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184213 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -25239702.000000 Penalty: 6046.516602
	Iteration 82Q: 3 clusters Score -2.52397e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184235 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -25239708.000000 Penalty: 6046.516602
	Iteration 83Q: 3 clusters Score -2.523971e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184259 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -25239674.000000 Penalty: 6046.516602
	Iteration 84Q: 3 clusters Score -2.523967e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184289 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -25239668.000000 Penalty: 6046.516602
	Iteration 85Q: 3 clusters Score -2.523967e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184304 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -25239682.000000 Penalty: 6046.516602
	Iteration 86Q: 3 clusters Score -2.523968e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184323 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -25239656.000000 Penalty: 6046.516602
	Iteration 87Q: 3 clusters Score -2.523966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184338 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -25239628.000000 Penalty: 6046.516602
	Iteration 88Q: 3 clusters Score -2.523963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184345 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -25239590.000000 Penalty: 6046.516602
	Iteration 89Q: 3 clusters Score -2.523959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184357 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -25239614.000000 Penalty: 6046.516602
	Iteration 90Q: 3 clusters Score -2.523961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184368 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -25239590.000000 Penalty: 6046.516602
	Iteration 91Q: 3 clusters Score -2.523959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184380 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -25239586.000000 Penalty: 6046.516602
	Iteration 92Q: 3 clusters Score -2.523959e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184401 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -25239590.000000 Penalty: 6046.516602
	Iteration 93Q: 3 clusters Score -2.523959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184414 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -25239610.000000 Penalty: 6046.516602
	Iteration 94Q: 3 clusters Score -2.523961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184419 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -25239602.000000 Penalty: 6046.516602
	Iteration 95Q: 3 clusters Score -2.52396e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184427 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -25239618.000000 Penalty: 6046.516602
	Iteration 96Q: 3 clusters Score -2.523962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184438 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -25239596.000000 Penalty: 6046.516602
	Iteration 97Q: 3 clusters Score -2.52396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184447 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -25239576.000000 Penalty: 6046.516602
	Iteration 98Q: 3 clusters Score -2.523958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184458 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -25239564.000000 Penalty: 6046.516602
	Iteration 99Q: 3 clusters Score -2.523956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184472 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -25239566.000000 Penalty: 6046.516602
	Iteration 100F: 3 clusters Score -2.523957e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184491 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -25239546.000000 Penalty: 6046.516602
	Iteration 101Q: 3 clusters Score -2.523955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184500 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -25239560.000000 Penalty: 6046.516602
	Iteration 102Q: 3 clusters Score -2.523956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184513 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -25239530.000000 Penalty: 6046.516602
	Iteration 103Q: 3 clusters Score -2.523953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184526 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -25239522.000000 Penalty: 6046.516602
	Iteration 104Q: 3 clusters Score -2.523952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184535 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -25239520.000000 Penalty: 6046.516602
	Iteration 105Q: 3 clusters Score -2.523952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184538 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -25239522.000000 Penalty: 6046.516602
	Iteration 106Q: 3 clusters Score -2.523952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184541 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -25239524.000000 Penalty: 6046.516602
	Iteration 107Q: 3 clusters Score -2.523952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184544 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -25239542.000000 Penalty: 6046.516602
	Iteration 108Q: 3 clusters Score -2.523954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184546 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -25239546.000000 Penalty: 6046.516602
	Iteration 109Q: 3 clusters Score -2.523955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184546 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -25239532.000000 Penalty: 6046.516602
	Iteration 110Q: 3 clusters Score -2.523953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184549 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -25239546.000000 Penalty: 6046.516602
	Iteration 111Q: 3 clusters Score -2.523955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184552 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -25239536.000000 Penalty: 6046.516602
	Iteration 112Q: 3 clusters Score -2.523954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184554 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -25239534.000000 Penalty: 6046.516602
	Iteration 113Q: 3 clusters Score -2.523953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184556 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -25239548.000000 Penalty: 6046.516602
	Iteration 114Q: 3 clusters Score -2.523955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184556 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -25239548.000000 Penalty: 6046.516602
	Iteration 115F: 3 clusters Score -2.523955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 54451 members 
Mstep: Class 4 contains 14598 members 
Mstep: Class 5 contains 184556 members 
Mstep: Class 6 contains 69896 members 
Mstep: Class 7 contains 196887 members 
Mstep: Class 8 contains 29688 members 
Mstep: Class 9 contains 83600 members 
Mstep: Class 10 contains 98617 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 35067 members 
Mstep: Class 13 contains 199823 members 
Mstep: Class 14 contains 35536 members 
Mstep: Class 15 contains 11886 members 
Mstep: Class 16 contains 104765 members 
Mstep: Class 17 contains 11199 members 
Mstep: Class 18 contains 22990 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 8372 members 
Mstep: Class 21 contains 8439 members 
Mstep: Class 22 contains 10734 members 
Mstep: Class 23 contains 12365 members 
Entering Unmasked Estep 
Score: -150774768.000000 Penalty: 79906.515625
Splitting cluster 5 changes total score from -150770016.000000 to -150774768.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (69896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69896 members 
Entering Unmasked Estep 
Score: -8949284.000000 Penalty: 2766.381592
	Iteration 0F: 2 clusters Score -8949284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -8902344.000000 Penalty: 5532.763184
	Iteration 0F: 3 clusters Score -8902344 nChanged 32595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -8920872.000000 Penalty: 5532.763184
	Iteration 1F: 3 clusters Score -8920872 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -8921984.000000 Penalty: 5532.763184
	Iteration 2Q: 3 clusters Score -8921984 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -8923630.000000 Penalty: 5532.763184
	Iteration 3Q: 3 clusters Score -8923630 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -8925825.000000 Penalty: 5532.763184
	Iteration 4F: 3 clusters Score -8925825 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -8928703.000000 Penalty: 5532.763184
	Iteration 5F: 3 clusters Score -8928703 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -8931820.000000 Penalty: 5532.763184
	Iteration 6F: 3 clusters Score -8931820 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -8934883.000000 Penalty: 5532.763184
	Iteration 7F: 3 clusters Score -8934883 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -8937167.000000 Penalty: 5532.763184
	Iteration 8F: 3 clusters Score -8937167 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -8938407.000000 Penalty: 5532.763184
	Iteration 9Q: 3 clusters Score -8938407 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -8939019.000000 Penalty: 5532.763184
	Iteration 10Q: 3 clusters Score -8939019 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -8939364.000000 Penalty: 5532.763184
	Iteration 11Q: 3 clusters Score -8939364 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -8939515.000000 Penalty: 5532.763184
	Iteration 12Q: 3 clusters Score -8939515 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -8939645.000000 Penalty: 5532.763184
	Iteration 13Q: 3 clusters Score -8939645 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -8939753.000000 Penalty: 5532.763184
	Iteration 14Q: 3 clusters Score -8939753 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -8939844.000000 Penalty: 5532.763184
	Iteration 15Q: 3 clusters Score -8939844 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -8939951.000000 Penalty: 5532.763184
	Iteration 16Q: 3 clusters Score -8939951 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -8940056.000000 Penalty: 5532.763184
	Iteration 17Q: 3 clusters Score -8940056 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -8940149.000000 Penalty: 5532.763184
	Iteration 18Q: 3 clusters Score -8940149 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -8940223.000000 Penalty: 5532.763184
	Iteration 19Q: 3 clusters Score -8940223 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -8940293.000000 Penalty: 5532.763184
	Iteration 20F: 3 clusters Score -8940293 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -8940372.000000 Penalty: 5532.763184
	Iteration 21Q: 3 clusters Score -8940372 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -8940410.000000 Penalty: 5532.763184
	Iteration 22Q: 3 clusters Score -8940410 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -8940512.000000 Penalty: 5532.763184
	Iteration 23Q: 3 clusters Score -8940512 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -8940528.000000 Penalty: 5532.763184
	Iteration 24Q: 3 clusters Score -8940528 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -8940611.000000 Penalty: 5532.763184
	Iteration 25Q: 3 clusters Score -8940611 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -8940677.000000 Penalty: 5532.763184
	Iteration 26Q: 3 clusters Score -8940677 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -8940736.000000 Penalty: 5532.763184
	Iteration 27Q: 3 clusters Score -8940736 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -8940764.000000 Penalty: 5532.763184
	Iteration 28Q: 3 clusters Score -8940764 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -8940745.000000 Penalty: 5532.763184
	Iteration 29Q: 3 clusters Score -8940745 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -8940778.000000 Penalty: 5532.763184
	Iteration 30Q: 3 clusters Score -8940778 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -8940820.000000 Penalty: 5532.763184
	Iteration 31Q: 3 clusters Score -8940820 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -8940886.000000 Penalty: 5532.763184
	Iteration 32Q: 3 clusters Score -8940886 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -8940962.000000 Penalty: 5532.763184
	Iteration 33Q: 3 clusters Score -8940962 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -8941116.000000 Penalty: 5532.763184
	Iteration 34Q: 3 clusters Score -8941116 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -8941168.000000 Penalty: 5532.763184
	Iteration 35Q: 3 clusters Score -8941168 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -8941260.000000 Penalty: 5532.763184
	Iteration 36Q: 3 clusters Score -8941260 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -8941315.000000 Penalty: 5532.763184
	Iteration 37Q: 3 clusters Score -8941315 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -8941397.000000 Penalty: 5532.763184
	Iteration 38Q: 3 clusters Score -8941397 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -8941531.000000 Penalty: 5532.763184
	Iteration 39Q: 3 clusters Score -8941531 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -8941666.000000 Penalty: 5532.763184
	Iteration 40F: 3 clusters Score -8941666 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -8941892.000000 Penalty: 5532.763184
	Iteration 41Q: 3 clusters Score -8941892 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -8942133.000000 Penalty: 5532.763184
	Iteration 42Q: 3 clusters Score -8942133 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -8942438.000000 Penalty: 5532.763184
	Iteration 43Q: 3 clusters Score -8942438 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -8942880.000000 Penalty: 5532.763184
	Iteration 44Q: 3 clusters Score -8942880 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -8943478.000000 Penalty: 5532.763184
	Iteration 45Q: 3 clusters Score -8943478 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -8943953.000000 Penalty: 5532.763184
	Iteration 46Q: 3 clusters Score -8943953 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -8944332.000000 Penalty: 5532.763184
	Iteration 47Q: 3 clusters Score -8944332 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -8944606.000000 Penalty: 5532.763184
	Iteration 48Q: 3 clusters Score -8944606 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -8944817.000000 Penalty: 5532.763184
	Iteration 49Q: 3 clusters Score -8944817 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -8944971.000000 Penalty: 5532.763184
	Iteration 50Q: 3 clusters Score -8944971 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -8945069.000000 Penalty: 5532.763184
	Iteration 51Q: 3 clusters Score -8945069 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -8945219.000000 Penalty: 5532.763184
	Iteration 52Q: 3 clusters Score -8945219 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -8945322.000000 Penalty: 5532.763184
	Iteration 53Q: 3 clusters Score -8945322 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -8945400.000000 Penalty: 5532.763184
	Iteration 54Q: 3 clusters Score -8945400 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -8945466.000000 Penalty: 5532.763184
	Iteration 55Q: 3 clusters Score -8945466 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -8945540.000000 Penalty: 5532.763184
	Iteration 56Q: 3 clusters Score -8945540 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -8945554.000000 Penalty: 5532.763184
	Iteration 57Q: 3 clusters Score -8945554 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -8945624.000000 Penalty: 5532.763184
	Iteration 58Q: 3 clusters Score -8945624 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -8945669.000000 Penalty: 5532.763184
	Iteration 59Q: 3 clusters Score -8945669 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -8945703.000000 Penalty: 5532.763184
	Iteration 60F: 3 clusters Score -8945703 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -8945731.000000 Penalty: 5532.763184
	Iteration 61Q: 3 clusters Score -8945731 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 51875 members 
Entering Unmasked Estep 
Score: -8945816.000000 Penalty: 5532.763184
	Iteration 62Q: 3 clusters Score -8945816 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -8945851.000000 Penalty: 5532.763184
	Iteration 63Q: 3 clusters Score -8945851 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8945866 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -8945926.000000 Penalty: 5532.763184
	Iteration 65Q: 3 clusters Score -8945926 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -8945963.000000 Penalty: 5532.763184
	Iteration 66Q: 3 clusters Score -8945963 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -8946005.000000 Penalty: 5532.763184
	Iteration 67Q: 3 clusters Score -8946005 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -8946002.000000 Penalty: 5532.763184
	Iteration 68Q: 3 clusters Score -8946002 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -8946018.000000 Penalty: 5532.763184
	Iteration 69Q: 3 clusters Score -8946018 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -8946040.000000 Penalty: 5532.763184
	Iteration 70Q: 3 clusters Score -8946040 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -8946052.000000 Penalty: 5532.763184
	Iteration 71Q: 3 clusters Score -8946052 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8946069 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -8946079.000000 Penalty: 5532.763184
	Iteration 73Q: 3 clusters Score -8946079 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8946106 nChanged 206
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Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -8946128.000000 Penalty: 5532.763184
	Iteration 75Q: 3 clusters Score -8946128 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
Score: -8946160.000000 Penalty: 5532.763184
	Iteration 76Q: 3 clusters Score -8946160 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -8946211.000000 Penalty: 5532.763184
	Iteration 77Q: 3 clusters Score -8946211 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -8946224.000000 Penalty: 5532.763184
	Iteration 78Q: 3 clusters Score -8946224 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -8946262.000000 Penalty: 5532.763184
	Iteration 79Q: 3 clusters Score -8946262 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -8946318.000000 Penalty: 5532.763184
	Iteration 80F: 3 clusters Score -8946318 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -8946349.000000 Penalty: 5532.763184
	Iteration 81Q: 3 clusters Score -8946349 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -8946379.000000 Penalty: 5532.763184
	Iteration 82Q: 3 clusters Score -8946379 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8946431 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -8946438.000000 Penalty: 5532.763184
	Iteration 84Q: 3 clusters Score -8946438 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8946449 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -8946464.000000 Penalty: 5532.763184
	Iteration 86Q: 3 clusters Score -8946464 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -8946475.000000 Penalty: 5532.763184
	Iteration 87Q: 3 clusters Score -8946475 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -8946477.000000 Penalty: 5532.763184
	Iteration 88Q: 3 clusters Score -8946477 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8946487 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 57518 members 
Entering Unmasked Estep 
Score: -8946532.000000 Penalty: 5532.763184
	Iteration 90Q: 3 clusters Score -8946532 nChanged 213
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -8946581.000000 Penalty: 5532.763184
	Iteration 91Q: 3 clusters Score -8946581 nChanged 221
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 57948 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8946599 nChanged 205
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 58149 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8946631 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -8946643.000000 Penalty: 5532.763184
	Iteration 94Q: 3 clusters Score -8946643 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8946669 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 58631 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8946673 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 58794 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8946716 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -8946714.000000 Penalty: 5532.763184
	Iteration 98Q: 3 clusters Score -8946714 nChanged 196
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 59158 members 
Entering Unmasked Estep 
Score: -8946736.000000 Penalty: 5532.763184
	Iteration 99Q: 3 clusters Score -8946736 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -8946794.000000 Penalty: 5532.763184
	Iteration 100F: 3 clusters Score -8946794 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8946784 nChanged 151
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Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -8946839.000000 Penalty: 5532.763184
	Iteration 102Q: 3 clusters Score -8946839 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8946849 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -8946876.000000 Penalty: 5532.763184
	Iteration 104Q: 3 clusters Score -8946876 nChanged 137
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Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8946895 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -8946918.000000 Penalty: 5532.763184
	Iteration 106Q: 3 clusters Score -8946918 nChanged 141
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Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8946918 nChanged 135
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8946948 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8946961 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8946989 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8946972 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 60966 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8946970 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8946991 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8946994 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8947013 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 61505 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8947052 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8947059 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 61757 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8947036 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 61859 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8947060 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 61958 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8947080 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 62043 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8947101 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8947127 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 62234 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8947127 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8947149 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -8947143.000000 Penalty: 5532.763184
	Iteration 125Q: 3 clusters Score -8947143 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8947151 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8947165 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -8947174.000000 Penalty: 5532.763184
	Iteration 128Q: 3 clusters Score -8947174 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8947171 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -8947176.000000 Penalty: 5532.763184
	Iteration 130Q: 3 clusters Score -8947176 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8947180 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8947198 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 63145 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8947209 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 63230 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8947243 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -8947241.000000 Penalty: 5532.763184
	Iteration 135Q: 3 clusters Score -8947241 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8947249 nChanged 72
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Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8947265 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8947268 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 63567 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8947254 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -8947246.000000 Penalty: 5532.763184
	Iteration 140F: 3 clusters Score -8947246 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8947273 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 63764 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8947288 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -8947306.000000 Penalty: 5532.763184
	Iteration 143Q: 3 clusters Score -8947306 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8947326 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8947336 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8947323 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 64117 members 
Entering Unmasked Estep 
Score: -8947328.000000 Penalty: 5532.763184
	Iteration 147Q: 3 clusters Score -8947328 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -8947320.000000 Penalty: 5532.763184
	Iteration 148Q: 3 clusters Score -8947320 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
Score: -8947317.000000 Penalty: 5532.763184
	Iteration 149Q: 3 clusters Score -8947317 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 64311 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8947311 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8947325 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8947324 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -8947329.000000 Penalty: 5532.763184
	Iteration 153Q: 3 clusters Score -8947329 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -8947351.000000 Penalty: 5532.763184
	Iteration 154Q: 3 clusters Score -8947351 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -8947357.000000 Penalty: 5532.763184
	Iteration 155Q: 3 clusters Score -8947357 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8947368 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8947367 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -8947395.000000 Penalty: 5532.763184
	Iteration 158Q: 3 clusters Score -8947395 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -8947406.000000 Penalty: 5532.763184
	Iteration 159Q: 3 clusters Score -8947406 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -8947398.000000 Penalty: 5532.763184
	Iteration 160F: 3 clusters Score -8947398 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8947396 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -8947412.000000 Penalty: 5532.763184
	Iteration 162Q: 3 clusters Score -8947412 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 64837 members 
Entering Unmasked Estep 
Score: -8947402.000000 Penalty: 5532.763184
	Iteration 163Q: 3 clusters Score -8947402 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -8947410.000000 Penalty: 5532.763184
	Iteration 164Q: 3 clusters Score -8947410 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8947427 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 64926 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8947412 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4949 members 
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Entering Unmasked Estep 
Score: -8947418.000000 Penalty: 5532.763184
	Iteration 167Q: 3 clusters Score -8947418 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 64968 members 
Entering Unmasked Estep 
Score: -8947411.000000 Penalty: 5532.763184
	Iteration 168Q: 3 clusters Score -8947411 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 64991 members 
Entering Unmasked Estep 
Score: -8947426.000000 Penalty: 5532.763184
	Iteration 169Q: 3 clusters Score -8947426 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 65017 members 
Entering Unmasked Estep 
Score: -8947440.000000 Penalty: 5532.763184
	Iteration 170Q: 3 clusters Score -8947440 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 65045 members 
Entering Unmasked Estep 
Score: -8947441.000000 Penalty: 5532.763184
	Iteration 171Q: 3 clusters Score -8947441 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 65069 members 
Entering Unmasked Estep 
Score: -8947438.000000 Penalty: 5532.763184
	Iteration 172Q: 3 clusters Score -8947438 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 65097 members 
Entering Unmasked Estep 
Score: -8947430.000000 Penalty: 5532.763184
	Iteration 173Q: 3 clusters Score -8947430 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8947441 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8947441 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 65190 members 
Entering Unmasked Estep 
Score: -8947446.000000 Penalty: 5532.763184
	Iteration 176Q: 3 clusters Score -8947446 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 65227 members 
Entering Unmasked Estep 
Score: -8947464.000000 Penalty: 5532.763184
	Iteration 177Q: 3 clusters Score -8947464 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -8947459.000000 Penalty: 5532.763184
	Iteration 178Q: 3 clusters Score -8947459 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -8947471 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
Score: -8947484.000000 Penalty: 5532.763184
	Iteration 180F: 3 clusters Score -8947484 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8947480 nChanged 31
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Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8947482 nChanged 31
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Mstep: Class 1 contains 4488 members 
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Entering Unmasked Estep 
Score: -8947488.000000 Penalty: 5532.763184
	Iteration 183Q: 3 clusters Score -8947488 nChanged 30
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Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 65438 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8947476 nChanged 32
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Mstep: Class 1 contains 4428 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8947480 nChanged 23
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Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8947482 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8947480 nChanged 22
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Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 65531 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8947478 nChanged 17
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Mstep: Class 1 contains 4348 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -8947474 nChanged 13
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Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 65561 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -8947480 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -8947482 nChanged 4
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Mstep: Class 1 contains 4325 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -8947480 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4322 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8947478 nChanged 5
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Mstep: Class 1 contains 4317 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -8947482 nChanged 6
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Mstep: Class 1 contains 4311 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -8947474 nChanged 7
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8947474 nChanged 5
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8947477 nChanged 6
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	Iteration 198Q: 3 clusters Score -8947482 nChanged 5
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -8947479 nChanged 3
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Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -8947481 nChanged 2
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -8947477 nChanged 3
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8947472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 65614 members 
Entering Unmasked Estep 
Score: -8947474.000000 Penalty: 5532.763184
	Iteration 203Q: 3 clusters Score -8947474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 65614 members 
Entering Unmasked Estep 
Score: -8947474.000000 Penalty: 5532.763184
	Iteration 204F: 3 clusters Score -8947474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (196887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196887 members 
Entering Unmasked Estep 
Score: -25206348.000000 Penalty: 3023.215332
	Iteration 0F: 2 clusters Score -2.520635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98703 members 
Mstep: Class 2 contains 98184 members 
Entering Unmasked Estep 
Score: -25077204.000000 Penalty: 6046.430664
	Iteration 0F: 3 clusters Score -2.50772e+07 nChanged 94599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103870 members 
Mstep: Class 2 contains 93017 members 
Entering Unmasked Estep 
Score: -25137258.000000 Penalty: 6046.430664
	Iteration 1F: 3 clusters Score -2.513726e+07 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108275 members 
Mstep: Class 2 contains 88612 members 
Entering Unmasked Estep 
Score: -25146258.000000 Penalty: 6046.430664
	Iteration 2F: 3 clusters Score -2.514626e+07 nChanged 16093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116238 members 
Mstep: Class 2 contains 80649 members 
Entering Unmasked Estep 
Score: -25159260.000000 Penalty: 6046.430664
	Iteration 3F: 3 clusters Score -2.515926e+07 nChanged 17589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127501 members 
Mstep: Class 2 contains 69386 members 
Entering Unmasked Estep 
Score: -25173616.000000 Penalty: 6046.430664
	Iteration 4F: 3 clusters Score -2.517362e+07 nChanged 16022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139667 members 
Mstep: Class 2 contains 57220 members 
Entering Unmasked Estep 
Score: -25186770.000000 Penalty: 6046.430664
	Iteration 5F: 3 clusters Score -2.518677e+07 nChanged 12741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150490 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -25198032.000000 Penalty: 6046.430664
	Iteration 6F: 3 clusters Score -2.519803e+07 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159113 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -25207648.000000 Penalty: 6046.430664
	Iteration 7Q: 3 clusters Score -2.520765e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165121 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -25213674.000000 Penalty: 6046.430664
	Iteration 8Q: 3 clusters Score -2.521367e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169261 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -25216260.000000 Penalty: 6046.430664
	Iteration 9Q: 3 clusters Score -2.521626e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172408 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -25217562.000000 Penalty: 6046.430664
	Iteration 10Q: 3 clusters Score -2.521756e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174828 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -25218508.000000 Penalty: 6046.430664
	Iteration 11Q: 3 clusters Score -2.521851e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176723 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -25219070.000000 Penalty: 6046.430664
	Iteration 12Q: 3 clusters Score -2.521907e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178168 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -25219574.000000 Penalty: 6046.430664
	Iteration 13Q: 3 clusters Score -2.521957e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179361 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -25220098.000000 Penalty: 6046.430664
	Iteration 14Q: 3 clusters Score -2.52201e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180304 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -25220454.000000 Penalty: 6046.430664
	Iteration 15Q: 3 clusters Score -2.522045e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181058 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -25220842.000000 Penalty: 6046.430664
	Iteration 16Q: 3 clusters Score -2.522084e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181672 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -25221024.000000 Penalty: 6046.430664
	Iteration 17Q: 3 clusters Score -2.522102e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182156 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -25221176.000000 Penalty: 6046.430664
	Iteration 18Q: 3 clusters Score -2.522118e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182530 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -25221188.000000 Penalty: 6046.430664
	Iteration 19Q: 3 clusters Score -2.522119e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182788 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -25221234.000000 Penalty: 6046.430664
	Iteration 20F: 3 clusters Score -2.522123e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182981 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -25221218.000000 Penalty: 6046.430664
	Iteration 21Q: 3 clusters Score -2.522122e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183124 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -25221222.000000 Penalty: 6046.430664
	Iteration 22Q: 3 clusters Score -2.522122e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183232 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -25221234.000000 Penalty: 6046.430664
	Iteration 23Q: 3 clusters Score -2.522123e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183317 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -25221256.000000 Penalty: 6046.430664
	Iteration 24Q: 3 clusters Score -2.522126e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183379 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -25221274.000000 Penalty: 6046.430664
	Iteration 25Q: 3 clusters Score -2.522127e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183420 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -25221274.000000 Penalty: 6046.430664
	Iteration 26Q: 3 clusters Score -2.522127e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183450 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -25221274.000000 Penalty: 6046.430664
	Iteration 27Q: 3 clusters Score -2.522127e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183482 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -25221264.000000 Penalty: 6046.430664
	Iteration 28Q: 3 clusters Score -2.522126e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183507 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -25221270.000000 Penalty: 6046.430664
	Iteration 29Q: 3 clusters Score -2.522127e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183525 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -25221256.000000 Penalty: 6046.430664
	Iteration 30Q: 3 clusters Score -2.522126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183539 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -25221236.000000 Penalty: 6046.430664
	Iteration 31Q: 3 clusters Score -2.522124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183554 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -25221260.000000 Penalty: 6046.430664
	Iteration 32Q: 3 clusters Score -2.522126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183569 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -25221258.000000 Penalty: 6046.430664
	Iteration 33Q: 3 clusters Score -2.522126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183579 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -25221260.000000 Penalty: 6046.430664
	Iteration 34Q: 3 clusters Score -2.522126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183584 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -25221264.000000 Penalty: 6046.430664
	Iteration 35Q: 3 clusters Score -2.522126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183588 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -25221280.000000 Penalty: 6046.430664
	Iteration 36Q: 3 clusters Score -2.522128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183593 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -25221282.000000 Penalty: 6046.430664
	Iteration 37Q: 3 clusters Score -2.522128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183597 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -25221282.000000 Penalty: 6046.430664
	Iteration 38Q: 3 clusters Score -2.522128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183602 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -25221278.000000 Penalty: 6046.430664
	Iteration 39Q: 3 clusters Score -2.522128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183606 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -25221284.000000 Penalty: 6046.430664
	Iteration 40F: 3 clusters Score -2.522128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183608 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -25221298.000000 Penalty: 6046.430664
	Iteration 41Q: 3 clusters Score -2.52213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183607 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -25221284.000000 Penalty: 6046.430664
	Iteration 42Q: 3 clusters Score -2.522128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183607 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -25221284.000000 Penalty: 6046.430664
	Iteration 43F: 3 clusters Score -2.522128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 54451 members 
Mstep: Class 4 contains 14598 members 
Mstep: Class 5 contains 184556 members 
Mstep: Class 6 contains 69896 members 
Mstep: Class 7 contains 183607 members 
Mstep: Class 8 contains 29688 members 
Mstep: Class 9 contains 83600 members 
Mstep: Class 10 contains 98617 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 35067 members 
Mstep: Class 13 contains 199823 members 
Mstep: Class 14 contains 35536 members 
Mstep: Class 15 contains 11886 members 
Mstep: Class 16 contains 104765 members 
Mstep: Class 17 contains 11199 members 
Mstep: Class 18 contains 22990 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 8372 members 
Mstep: Class 21 contains 8439 members 
Mstep: Class 22 contains 10734 members 
Mstep: Class 23 contains 12365 members 
Mstep: Class 24 contains 13280 members 
Entering Unmasked Estep 
Score: -150788336.000000 Penalty: 83380.710938
Splitting cluster 7 changes total score from -150770016.000000 to -150788336.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (29688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Entering Unmasked Estep 
Score: -3546915.250000 Penalty: 2554.027588
	Iteration 0F: 2 clusters Score -3546915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -3526435.500000 Penalty: 5108.055176
	Iteration 0F: 3 clusters Score -3526436 nChanged 13506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3534004.000000 Penalty: 5108.055176
	Iteration 1F: 3 clusters Score -3534004 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -3535167.000000 Penalty: 5108.055176
	Iteration 2F: 3 clusters Score -3535167 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3536662.250000 Penalty: 5108.055176
	Iteration 3F: 3 clusters Score -3536662 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -3538320.500000 Penalty: 5108.055176
	Iteration 4F: 3 clusters Score -3538320 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -3540203.250000 Penalty: 5108.055176
	Iteration 5F: 3 clusters Score -3540203 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3542295.500000 Penalty: 5108.055176
	Iteration 6F: 3 clusters Score -3542296 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -3544719.000000 Penalty: 5108.055176
	Iteration 7F: 3 clusters Score -3544719 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -3547368.250000 Penalty: 5108.055176
	Iteration 8F: 3 clusters Score -3547368 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -3549795.000000 Penalty: 5108.055176
	Iteration 9F: 3 clusters Score -3549795 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -3551400.500000 Penalty: 5108.055176
	Iteration 10Q: 3 clusters Score -3551400 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3552233.750000 Penalty: 5108.055176
	Iteration 11Q: 3 clusters Score -3552234 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3552730.000000 Penalty: 5108.055176
	Iteration 12Q: 3 clusters Score -3552730 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3553158.000000 Penalty: 5108.055176
	Iteration 13Q: 3 clusters Score -3553158 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3553573.000000 Penalty: 5108.055176
	Iteration 14Q: 3 clusters Score -3553573 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -3554021.000000 Penalty: 5108.055176
	Iteration 15Q: 3 clusters Score -3554021 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3554431.750000 Penalty: 5108.055176
	Iteration 16Q: 3 clusters Score -3554432 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -3554748.500000 Penalty: 5108.055176
	Iteration 17Q: 3 clusters Score -3554748 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -3554874.250000 Penalty: 5108.055176
	Iteration 18Q: 3 clusters Score -3554874 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3554947.500000 Penalty: 5108.055176
	Iteration 19Q: 3 clusters Score -3554948 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -3554952.000000 Penalty: 5108.055176
	Iteration 20F: 3 clusters Score -3554952 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3554958.750000 Penalty: 5108.055176
	Iteration 21Q: 3 clusters Score -3554959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3554965.000000 Penalty: 5108.055176
	Iteration 22Q: 3 clusters Score -3554965 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3554982.250000 Penalty: 5108.055176
	Iteration 23Q: 3 clusters Score -3554982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3554981.000000 Penalty: 5108.055176
	Iteration 24Q: 3 clusters Score -3554981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3554973.750000 Penalty: 5108.055176
	Iteration 25Q: 3 clusters Score -3554974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3554976.750000 Penalty: 5108.055176
	Iteration 26Q: 3 clusters Score -3554977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3554982.500000 Penalty: 5108.055176
	Iteration 27Q: 3 clusters Score -3554982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3554980.500000 Penalty: 5108.055176
	Iteration 28Q: 3 clusters Score -3554980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -3554974.250000 Penalty: 5108.055176
	Iteration 29Q: 3 clusters Score -3554974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -3554977.250000 Penalty: 5108.055176
	Iteration 30Q: 3 clusters Score -3554977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3554977.750000 Penalty: 5108.055176
	Iteration 31Q: 3 clusters Score -3554978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -3554980.000000 Penalty: 5108.055176
	Iteration 32Q: 3 clusters Score -3554980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3554976.000000 Penalty: 5108.055176
	Iteration 33Q: 3 clusters Score -3554976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3554976.000000 Penalty: 5108.055176
	Iteration 34F: 3 clusters Score -3554976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 54451 members 
Mstep: Class 4 contains 14598 members 
Mstep: Class 5 contains 184556 members 
Mstep: Class 6 contains 69896 members 
Mstep: Class 7 contains 183607 members 
Mstep: Class 8 contains 15363 members 
Mstep: Class 9 contains 83600 members 
Mstep: Class 10 contains 98617 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 35067 members 
Mstep: Class 13 contains 199823 members 
Mstep: Class 14 contains 35536 members 
Mstep: Class 15 contains 11886 members 
Mstep: Class 16 contains 104765 members 
Mstep: Class 17 contains 11199 members 
Mstep: Class 18 contains 22990 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 8372 members 
Mstep: Class 21 contains 8439 members 
Mstep: Class 22 contains 10734 members 
Mstep: Class 23 contains 12365 members 
Mstep: Class 24 contains 13280 members 
Mstep: Class 25 contains 14325 members 
Entering Unmasked Estep 
Score: -150795776.000000 Penalty: 86854.906250
Splitting cluster 8 changes total score from -150770016.000000 to -150795776.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (83600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83600 members 
Entering Unmasked Estep 
Score: -10697756.000000 Penalty: 2810.781982
	Iteration 0F: 2 clusters Score -1.069776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -10641897.000000 Penalty: 5621.563965
	Iteration 0F: 3 clusters Score -1.06419e+07 nChanged 39168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -10664400.000000 Penalty: 5621.563965
	Iteration 1F: 3 clusters Score -1.06644e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -10665195.000000 Penalty: 5621.563965
	Iteration 2Q: 3 clusters Score -1.06652e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -10666200.000000 Penalty: 5621.563965
	Iteration 3Q: 3 clusters Score -1.06662e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -10667457.000000 Penalty: 5621.563965
	Iteration 4Q: 3 clusters Score -1.066746e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -10669506.000000 Penalty: 5621.563965
	Iteration 5F: 3 clusters Score -1.066951e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -10672866.000000 Penalty: 5621.563965
	Iteration 6F: 3 clusters Score -1.067287e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -10677508.000000 Penalty: 5621.563965
	Iteration 7F: 3 clusters Score -1.067751e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -10682729.000000 Penalty: 5621.563965
	Iteration 8F: 3 clusters Score -1.068273e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 73240 members 
Entering Unmasked Estep 
Score: -10687345.000000 Penalty: 5621.563965
	Iteration 9F: 3 clusters Score -1.068734e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 77036 members 
Entering Unmasked Estep 
Score: -10690781.000000 Penalty: 5621.563965
	Iteration 10Q: 3 clusters Score -1.069078e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 79479 members 
Entering Unmasked Estep 
Score: -10692727.000000 Penalty: 5621.563965
	Iteration 11Q: 3 clusters Score -1.069273e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 80907 members 
Entering Unmasked Estep 
Score: -10693777.000000 Penalty: 5621.563965
	Iteration 12Q: 3 clusters Score -1.069378e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 81715 members 
Entering Unmasked Estep 
Score: -10694353.000000 Penalty: 5621.563965
	Iteration 13Q: 3 clusters Score -1.069435e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 82181 members 
Entering Unmasked Estep 
Score: -10694705.000000 Penalty: 5621.563965
	Iteration 14Q: 3 clusters Score -1.06947e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 82453 members 
Entering Unmasked Estep 
Score: -10694953.000000 Penalty: 5621.563965
	Iteration 15Q: 3 clusters Score -1.069495e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 82616 members 
Entering Unmasked Estep 
Score: -10695055.000000 Penalty: 5621.563965
	Iteration 16Q: 3 clusters Score -1.069506e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 82715 members 
Entering Unmasked Estep 
Score: -10695127.000000 Penalty: 5621.563965
	Iteration 17Q: 3 clusters Score -1.069513e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 82779 members 
Entering Unmasked Estep 
Score: -10695206.000000 Penalty: 5621.563965
	Iteration 18Q: 3 clusters Score -1.069521e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 82811 members 
Entering Unmasked Estep 
Score: -10695250.000000 Penalty: 5621.563965
	Iteration 19Q: 3 clusters Score -1.069525e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 82837 members 
Entering Unmasked Estep 
Score: -10695289.000000 Penalty: 5621.563965
	Iteration 20F: 3 clusters Score -1.069529e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -10695340.000000 Penalty: 5621.563965
	Iteration 21Q: 3 clusters Score -1.069534e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 82897 members 
Entering Unmasked Estep 
Score: -10695357.000000 Penalty: 5621.563965
	Iteration 22Q: 3 clusters Score -1.069536e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 82916 members 
Entering Unmasked Estep 
Score: -10695376.000000 Penalty: 5621.563965
	Iteration 23Q: 3 clusters Score -1.069538e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 82927 members 
Entering Unmasked Estep 
Score: -10695403.000000 Penalty: 5621.563965
	Iteration 24Q: 3 clusters Score -1.06954e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 82941 members 
Entering Unmasked Estep 
Score: -10695402.000000 Penalty: 5621.563965
	Iteration 25Q: 3 clusters Score -1.06954e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 82960 members 
Entering Unmasked Estep 
Score: -10695408.000000 Penalty: 5621.563965
	Iteration 26Q: 3 clusters Score -1.069541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 82965 members 
Entering Unmasked Estep 
Score: -10695423.000000 Penalty: 5621.563965
	Iteration 27Q: 3 clusters Score -1.069542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -10695441.000000 Penalty: 5621.563965
	Iteration 28Q: 3 clusters Score -1.069544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 82986 members 
Entering Unmasked Estep 
Score: -10695451.000000 Penalty: 5621.563965
	Iteration 29Q: 3 clusters Score -1.069545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 82993 members 
Entering Unmasked Estep 
Score: -10695466.000000 Penalty: 5621.563965
	Iteration 30Q: 3 clusters Score -1.069547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 82998 members 
Entering Unmasked Estep 
Score: -10695475.000000 Penalty: 5621.563965
	Iteration 31Q: 3 clusters Score -1.069548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 83001 members 
Entering Unmasked Estep 
Score: -10695478.000000 Penalty: 5621.563965
	Iteration 32Q: 3 clusters Score -1.069548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 83003 members 
Entering Unmasked Estep 
Score: -10695485.000000 Penalty: 5621.563965
	Iteration 33Q: 3 clusters Score -1.069548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 83005 members 
Entering Unmasked Estep 
Score: -10695478.000000 Penalty: 5621.563965
	Iteration 34Q: 3 clusters Score -1.069548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 83006 members 
Entering Unmasked Estep 
Score: -10695489.000000 Penalty: 5621.563965
	Iteration 35Q: 3 clusters Score -1.069549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 83009 members 
Entering Unmasked Estep 
Score: -10695481.000000 Penalty: 5621.563965
	Iteration 36Q: 3 clusters Score -1.069548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 83011 members 
Entering Unmasked Estep 
Score: -10695485.000000 Penalty: 5621.563965
	Iteration 37Q: 3 clusters Score -1.069548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 83009 members 
Entering Unmasked Estep 
Score: -10695488.000000 Penalty: 5621.563965
	Iteration 38Q: 3 clusters Score -1.069549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 83009 members 
Entering Unmasked Estep 
Score: -10695488.000000 Penalty: 5621.563965
	Iteration 39F: 3 clusters Score -1.069549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (98617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98617 members 
Entering Unmasked Estep 
Score: -11810455.000000 Penalty: 2851.751709
	Iteration 0F: 2 clusters Score -1.181046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -11744419.000000 Penalty: 5703.503418
	Iteration 0F: 3 clusters Score -1.174442e+07 nChanged 46712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -11772821.000000 Penalty: 5703.503418
	Iteration 1F: 3 clusters Score -1.177282e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -11775279.000000 Penalty: 5703.503418
	Iteration 2F: 3 clusters Score -1.177528e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -11778569.000000 Penalty: 5703.503418
	Iteration 3F: 3 clusters Score -1.177857e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -11782833.000000 Penalty: 5703.503418
	Iteration 4F: 3 clusters Score -1.178283e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 58094 members 
Entering Unmasked Estep 
Score: -11787622.000000 Penalty: 5703.503418
	Iteration 5F: 3 clusters Score -1.178762e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
Score: -11791815.000000 Penalty: 5703.503418
	Iteration 6F: 3 clusters Score -1.179182e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -11795024.000000 Penalty: 5703.503418
	Iteration 7F: 3 clusters Score -1.179502e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -11797157.000000 Penalty: 5703.503418
	Iteration 8Q: 3 clusters Score -1.179716e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 63238 members 
Entering Unmasked Estep 
Score: -11798498.000000 Penalty: 5703.503418
	Iteration 9Q: 3 clusters Score -1.17985e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -11799363.000000 Penalty: 5703.503418
	Iteration 10Q: 3 clusters Score -1.179936e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 65186 members 
Entering Unmasked Estep 
Score: -11799859.000000 Penalty: 5703.503418
	Iteration 11Q: 3 clusters Score -1.179986e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 66132 members 
Entering Unmasked Estep 
Score: -11800265.000000 Penalty: 5703.503418
	Iteration 12Q: 3 clusters Score -1.180026e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -11800554.000000 Penalty: 5703.503418
	Iteration 13Q: 3 clusters Score -1.180055e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -11800767.000000 Penalty: 5703.503418
	Iteration 14Q: 3 clusters Score -1.180077e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 68851 members 
Entering Unmasked Estep 
Score: -11800924.000000 Penalty: 5703.503418
	Iteration 15Q: 3 clusters Score -1.180092e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 69769 members 
Entering Unmasked Estep 
Score: -11801105.000000 Penalty: 5703.503418
	Iteration 16Q: 3 clusters Score -1.18011e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 70708 members 
Entering Unmasked Estep 
Score: -11801337.000000 Penalty: 5703.503418
	Iteration 17Q: 3 clusters Score -1.180134e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -11801512.000000 Penalty: 5703.503418
	Iteration 18Q: 3 clusters Score -1.180151e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -11801727.000000 Penalty: 5703.503418
	Iteration 19Q: 3 clusters Score -1.180173e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 73689 members 
Entering Unmasked Estep 
Score: -11801943.000000 Penalty: 5703.503418
	Iteration 20F: 3 clusters Score -1.180194e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 74705 members 
Entering Unmasked Estep 
Score: -11802189.000000 Penalty: 5703.503418
	Iteration 21Q: 3 clusters Score -1.180219e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 75788 members 
Entering Unmasked Estep 
Score: -11802426.000000 Penalty: 5703.503418
	Iteration 22Q: 3 clusters Score -1.180243e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 76893 members 
Entering Unmasked Estep 
Score: -11802694.000000 Penalty: 5703.503418
	Iteration 23Q: 3 clusters Score -1.180269e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 78027 members 
Entering Unmasked Estep 
Score: -11802993.000000 Penalty: 5703.503418
	Iteration 24Q: 3 clusters Score -1.180299e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 79188 members 
Entering Unmasked Estep 
Score: -11803221.000000 Penalty: 5703.503418
	Iteration 25Q: 3 clusters Score -1.180322e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 80325 members 
Entering Unmasked Estep 
Score: -11803434.000000 Penalty: 5703.503418
	Iteration 26Q: 3 clusters Score -1.180343e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 81503 members 
Entering Unmasked Estep 
Score: -11803693.000000 Penalty: 5703.503418
	Iteration 27Q: 3 clusters Score -1.180369e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 82741 members 
Entering Unmasked Estep 
Score: -11804068.000000 Penalty: 5703.503418
	Iteration 28Q: 3 clusters Score -1.180407e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 83962 members 
Entering Unmasked Estep 
Score: -11804468.000000 Penalty: 5703.503418
	Iteration 29Q: 3 clusters Score -1.180447e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 85137 members 
Entering Unmasked Estep 
Score: -11804822.000000 Penalty: 5703.503418
	Iteration 30Q: 3 clusters Score -1.180482e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 86286 members 
Entering Unmasked Estep 
Score: -11805248.000000 Penalty: 5703.503418
	Iteration 31Q: 3 clusters Score -1.180525e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 87385 members 
Entering Unmasked Estep 
Score: -11805663.000000 Penalty: 5703.503418
	Iteration 32Q: 3 clusters Score -1.180566e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 88493 members 
Entering Unmasked Estep 
Score: -11806034.000000 Penalty: 5703.503418
	Iteration 33Q: 3 clusters Score -1.180603e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 89492 members 
Entering Unmasked Estep 
Score: -11806353.000000 Penalty: 5703.503418
	Iteration 34Q: 3 clusters Score -1.180635e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 90422 members 
Entering Unmasked Estep 
Score: -11806669.000000 Penalty: 5703.503418
	Iteration 35Q: 3 clusters Score -1.180667e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 91235 members 
Entering Unmasked Estep 
Score: -11806966.000000 Penalty: 5703.503418
	Iteration 36Q: 3 clusters Score -1.180697e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 91977 members 
Entering Unmasked Estep 
Score: -11807192.000000 Penalty: 5703.503418
	Iteration 37Q: 3 clusters Score -1.180719e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 92661 members 
Entering Unmasked Estep 
Score: -11807460.000000 Penalty: 5703.503418
	Iteration 38Q: 3 clusters Score -1.180746e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 93234 members 
Entering Unmasked Estep 
Score: -11807757.000000 Penalty: 5703.503418
	Iteration 39Q: 3 clusters Score -1.180776e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 93754 members 
Entering Unmasked Estep 
Score: -11808123.000000 Penalty: 5703.503418
	Iteration 40F: 3 clusters Score -1.180812e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 94161 members 
Entering Unmasked Estep 
Score: -11808359.000000 Penalty: 5703.503418
	Iteration 41Q: 3 clusters Score -1.180836e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 94456 members 
Entering Unmasked Estep 
Score: -11808506.000000 Penalty: 5703.503418
	Iteration 42Q: 3 clusters Score -1.180851e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 94680 members 
Entering Unmasked Estep 
Score: -11808579.000000 Penalty: 5703.503418
	Iteration 43Q: 3 clusters Score -1.180858e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 94866 members 
Entering Unmasked Estep 
Score: -11808645.000000 Penalty: 5703.503418
	Iteration 44Q: 3 clusters Score -1.180864e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 95019 members 
Entering Unmasked Estep 
Score: -11808692.000000 Penalty: 5703.503418
	Iteration 45Q: 3 clusters Score -1.180869e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 95145 members 
Entering Unmasked Estep 
Score: -11808747.000000 Penalty: 5703.503418
	Iteration 46Q: 3 clusters Score -1.180875e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 95216 members 
Entering Unmasked Estep 
Score: -11808778.000000 Penalty: 5703.503418
	Iteration 47Q: 3 clusters Score -1.180878e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 95300 members 
Entering Unmasked Estep 
Score: -11808791.000000 Penalty: 5703.503418
	Iteration 48Q: 3 clusters Score -1.180879e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 95356 members 
Entering Unmasked Estep 
Score: -11808816.000000 Penalty: 5703.503418
	Iteration 49Q: 3 clusters Score -1.180882e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 95398 members 
Entering Unmasked Estep 
Score: -11808835.000000 Penalty: 5703.503418
	Iteration 50Q: 3 clusters Score -1.180884e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 95432 members 
Entering Unmasked Estep 
Score: -11808851.000000 Penalty: 5703.503418
	Iteration 51Q: 3 clusters Score -1.180885e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -11808860.000000 Penalty: 5703.503418
	Iteration 52Q: 3 clusters Score -1.180886e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 95486 members 
Entering Unmasked Estep 
Score: -11808880.000000 Penalty: 5703.503418
	Iteration 53Q: 3 clusters Score -1.180888e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 95517 members 
Entering Unmasked Estep 
Score: -11808887.000000 Penalty: 5703.503418
	Iteration 54Q: 3 clusters Score -1.180889e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 95543 members 
Entering Unmasked Estep 
Score: -11808877.000000 Penalty: 5703.503418
	Iteration 55Q: 3 clusters Score -1.180888e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 95571 members 
Entering Unmasked Estep 
Score: -11808907.000000 Penalty: 5703.503418
	Iteration 56Q: 3 clusters Score -1.180891e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 95586 members 
Entering Unmasked Estep 
Score: -11808910.000000 Penalty: 5703.503418
	Iteration 57Q: 3 clusters Score -1.180891e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 95607 members 
Entering Unmasked Estep 
Score: -11808911.000000 Penalty: 5703.503418
	Iteration 58Q: 3 clusters Score -1.180891e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 95622 members 
Entering Unmasked Estep 
Score: -11808925.000000 Penalty: 5703.503418
	Iteration 59Q: 3 clusters Score -1.180892e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 95642 members 
Entering Unmasked Estep 
Score: -11808952.000000 Penalty: 5703.503418
	Iteration 60F: 3 clusters Score -1.180895e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 95665 members 
Entering Unmasked Estep 
Score: -11808953.000000 Penalty: 5703.503418
	Iteration 61Q: 3 clusters Score -1.180895e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 95686 members 
Entering Unmasked Estep 
Score: -11808985.000000 Penalty: 5703.503418
	Iteration 62Q: 3 clusters Score -1.180898e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 95702 members 
Entering Unmasked Estep 
Score: -11809001.000000 Penalty: 5703.503418
	Iteration 63Q: 3 clusters Score -1.1809e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 95706 members 
Entering Unmasked Estep 
Score: -11809004.000000 Penalty: 5703.503418
	Iteration 64Q: 3 clusters Score -1.1809e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -11809015.000000 Penalty: 5703.503418
	Iteration 65Q: 3 clusters Score -1.180902e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 95715 members 
Entering Unmasked Estep 
Score: -11809014.000000 Penalty: 5703.503418
	Iteration 66Q: 3 clusters Score -1.180901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 95731 members 
Entering Unmasked Estep 
Score: -11809022.000000 Penalty: 5703.503418
	Iteration 67Q: 3 clusters Score -1.180902e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 95746 members 
Entering Unmasked Estep 
Score: -11809011.000000 Penalty: 5703.503418
	Iteration 68Q: 3 clusters Score -1.180901e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 95753 members 
Entering Unmasked Estep 
Score: -11809023.000000 Penalty: 5703.503418
	Iteration 69Q: 3 clusters Score -1.180902e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 95763 members 
Entering Unmasked Estep 
Score: -11809024.000000 Penalty: 5703.503418
	Iteration 70Q: 3 clusters Score -1.180902e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 95767 members 
Entering Unmasked Estep 
Score: -11809027.000000 Penalty: 5703.503418
	Iteration 71Q: 3 clusters Score -1.180903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 95769 members 
Entering Unmasked Estep 
Score: -11809024.000000 Penalty: 5703.503418
	Iteration 72Q: 3 clusters Score -1.180902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 95773 members 
Entering Unmasked Estep 
Score: -11809025.000000 Penalty: 5703.503418
	Iteration 73Q: 3 clusters Score -1.180902e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 95784 members 
Entering Unmasked Estep 
Score: -11809039.000000 Penalty: 5703.503418
	Iteration 74Q: 3 clusters Score -1.180904e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 95792 members 
Entering Unmasked Estep 
Score: -11809046.000000 Penalty: 5703.503418
	Iteration 75Q: 3 clusters Score -1.180905e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 95796 members 
Entering Unmasked Estep 
Score: -11809044.000000 Penalty: 5703.503418
	Iteration 76Q: 3 clusters Score -1.180904e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 95802 members 
Entering Unmasked Estep 
Score: -11809039.000000 Penalty: 5703.503418
	Iteration 77Q: 3 clusters Score -1.180904e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 95814 members 
Entering Unmasked Estep 
Score: -11809051.000000 Penalty: 5703.503418
	Iteration 78Q: 3 clusters Score -1.180905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 95813 members 
Entering Unmasked Estep 
Score: -11809049.000000 Penalty: 5703.503418
	Iteration 79Q: 3 clusters Score -1.180905e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 95811 members 
Entering Unmasked Estep 
Score: -11809052.000000 Penalty: 5703.503418
	Iteration 80F: 3 clusters Score -1.180905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 95816 members 
Entering Unmasked Estep 
Score: -11809061.000000 Penalty: 5703.503418
	Iteration 81Q: 3 clusters Score -1.180906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 95821 members 
Entering Unmasked Estep 
Score: -11809068.000000 Penalty: 5703.503418
	Iteration 82Q: 3 clusters Score -1.180907e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 95825 members 
Entering Unmasked Estep 
Score: -11809068.000000 Penalty: 5703.503418
	Iteration 83Q: 3 clusters Score -1.180907e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 95830 members 
Entering Unmasked Estep 
Score: -11809070.000000 Penalty: 5703.503418
	Iteration 84Q: 3 clusters Score -1.180907e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 95833 members 
Entering Unmasked Estep 
Score: -11809075.000000 Penalty: 5703.503418
	Iteration 85Q: 3 clusters Score -1.180908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 95839 members 
Entering Unmasked Estep 
Score: -11809067.000000 Penalty: 5703.503418
	Iteration 86Q: 3 clusters Score -1.180907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 95848 members 
Entering Unmasked Estep 
Score: -11809075.000000 Penalty: 5703.503418
	Iteration 87Q: 3 clusters Score -1.180908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 95856 members 
Entering Unmasked Estep 
Score: -11809081.000000 Penalty: 5703.503418
	Iteration 88Q: 3 clusters Score -1.180908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 95863 members 
Entering Unmasked Estep 
Score: -11809068.000000 Penalty: 5703.503418
	Iteration 89Q: 3 clusters Score -1.180907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 95863 members 
Entering Unmasked Estep 
Score: -11809075.000000 Penalty: 5703.503418
	Iteration 90Q: 3 clusters Score -1.180908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 95864 members 
Entering Unmasked Estep 
Score: -11809081.000000 Penalty: 5703.503418
	Iteration 91Q: 3 clusters Score -1.180908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 95867 members 
Entering Unmasked Estep 
Score: -11809083.000000 Penalty: 5703.503418
	Iteration 92Q: 3 clusters Score -1.180908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 95865 members 
Entering Unmasked Estep 
Score: -11809089.000000 Penalty: 5703.503418
	Iteration 93Q: 3 clusters Score -1.180909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 95860 members 
Entering Unmasked Estep 
Score: -11809088.000000 Penalty: 5703.503418
	Iteration 94Q: 3 clusters Score -1.180909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 95861 members 
Entering Unmasked Estep 
Score: -11809094.000000 Penalty: 5703.503418
	Iteration 95Q: 3 clusters Score -1.180909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 95864 members 
Entering Unmasked Estep 
Score: -11809095.000000 Penalty: 5703.503418
	Iteration 96Q: 3 clusters Score -1.18091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 95864 members 
Entering Unmasked Estep 
Score: -11809109.000000 Penalty: 5703.503418
	Iteration 97Q: 3 clusters Score -1.180911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 95863 members 
Entering Unmasked Estep 
Score: -11809107.000000 Penalty: 5703.503418
	Iteration 98Q: 3 clusters Score -1.180911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 95867 members 
Entering Unmasked Estep 
Score: -11809103.000000 Penalty: 5703.503418
	Iteration 99Q: 3 clusters Score -1.18091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
Score: -11809099.000000 Penalty: 5703.503418
	Iteration 100F: 3 clusters Score -1.18091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 95869 members 
Entering Unmasked Estep 
Score: -11809099.000000 Penalty: 5703.503418
	Iteration 101Q: 3 clusters Score -1.18091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
Score: -11809094.000000 Penalty: 5703.503418
	Iteration 102Q: 3 clusters Score -1.180909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 95866 members 
Entering Unmasked Estep 
Score: -11809100.000000 Penalty: 5703.503418
	Iteration 103Q: 3 clusters Score -1.18091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 95863 members 
Entering Unmasked Estep 
Score: -11809098.000000 Penalty: 5703.503418
	Iteration 104Q: 3 clusters Score -1.18091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 95861 members 
Entering Unmasked Estep 
Score: -11809103.000000 Penalty: 5703.503418
	Iteration 105Q: 3 clusters Score -1.18091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 95860 members 
Entering Unmasked Estep 
Score: -11809098.000000 Penalty: 5703.503418
	Iteration 106Q: 3 clusters Score -1.18091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 95860 members 
Entering Unmasked Estep 
Score: -11809098.000000 Penalty: 5703.503418
	Iteration 107F: 3 clusters Score -1.18091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Entering Unmasked Estep 
Score: -4398881.000000 Penalty: 2595.323730
	Iteration 0F: 2 clusters Score -4398881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -4375046.000000 Penalty: 5190.647461
	Iteration 0F: 3 clusters Score -4375046 nChanged 16086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -4385131.000000 Penalty: 5190.647461
	Iteration 1F: 3 clusters Score -4385131 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -4386896.000000 Penalty: 5190.647461
	Iteration 2F: 3 clusters Score -4386896 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -4388713.000000 Penalty: 5190.647461
	Iteration 3F: 3 clusters Score -4388713 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -4390398.000000 Penalty: 5190.647461
	Iteration 4F: 3 clusters Score -4390398 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4391797.500000 Penalty: 5190.647461
	Iteration 5F: 3 clusters Score -4391798 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -4393061.000000 Penalty: 5190.647461
	Iteration 6F: 3 clusters Score -4393061 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -4394278.000000 Penalty: 5190.647461
	Iteration 7F: 3 clusters Score -4394278 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -4395332.000000 Penalty: 5190.647461
	Iteration 8F: 3 clusters Score -4395332 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -4396231.000000 Penalty: 5190.647461
	Iteration 9Q: 3 clusters Score -4396231 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -4396970.500000 Penalty: 5190.647461
	Iteration 10Q: 3 clusters Score -4396970 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -4397443.000000 Penalty: 5190.647461
	Iteration 11Q: 3 clusters Score -4397443 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -4397743.500000 Penalty: 5190.647461
	Iteration 12Q: 3 clusters Score -4397744 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -4397910.000000 Penalty: 5190.647461
	Iteration 13Q: 3 clusters Score -4397910 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -4398032.500000 Penalty: 5190.647461
	Iteration 14Q: 3 clusters Score -4398032 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -4398069.000000 Penalty: 5190.647461
	Iteration 15Q: 3 clusters Score -4398069 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -4398099.500000 Penalty: 5190.647461
	Iteration 16Q: 3 clusters Score -4398100 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -4398139.000000 Penalty: 5190.647461
	Iteration 17Q: 3 clusters Score -4398139 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -4398161.500000 Penalty: 5190.647461
	Iteration 18Q: 3 clusters Score -4398162 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -4398180.500000 Penalty: 5190.647461
	Iteration 19Q: 3 clusters Score -4398180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -4398222.500000 Penalty: 5190.647461
	Iteration 20F: 3 clusters Score -4398222 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -4398334.500000 Penalty: 5190.647461
	Iteration 21Q: 3 clusters Score -4398334 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4398571.000000 Penalty: 5190.647461
	Iteration 22Q: 3 clusters Score -4398571 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -4398982.500000 Penalty: 5190.647461
	Iteration 23Q: 3 clusters Score -4398982 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -4399323.500000 Penalty: 5190.647461
	Iteration 24Q: 3 clusters Score -4399324 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -4399552.000000 Penalty: 5190.647461
	Iteration 25Q: 3 clusters Score -4399552 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -4399679.500000 Penalty: 5190.647461
	Iteration 26Q: 3 clusters Score -4399680 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -4399812.500000 Penalty: 5190.647461
	Iteration 27Q: 3 clusters Score -4399812 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -4399905.000000 Penalty: 5190.647461
	Iteration 28Q: 3 clusters Score -4399905 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -4399973.000000 Penalty: 5190.647461
	Iteration 29Q: 3 clusters Score -4399973 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -4400007.000000 Penalty: 5190.647461
	Iteration 30Q: 3 clusters Score -4400007 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -4400035.500000 Penalty: 5190.647461
	Iteration 31Q: 3 clusters Score -4400036 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -4400052.500000 Penalty: 5190.647461
	Iteration 32Q: 3 clusters Score -4400052 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -4400053.500000 Penalty: 5190.647461
	Iteration 33Q: 3 clusters Score -4400054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -4400068.500000 Penalty: 5190.647461
	Iteration 34Q: 3 clusters Score -4400068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -4400070.500000 Penalty: 5190.647461
	Iteration 35Q: 3 clusters Score -4400070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -4400066.000000 Penalty: 5190.647461
	Iteration 36Q: 3 clusters Score -4400066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -4400066.000000 Penalty: 5190.647461
	Iteration 37Q: 3 clusters Score -4400066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -4400076.000000 Penalty: 5190.647461
	Iteration 38Q: 3 clusters Score -4400076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -4400076.500000 Penalty: 5190.647461
	Iteration 39Q: 3 clusters Score -4400076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -4400075.000000 Penalty: 5190.647461
	Iteration 40F: 3 clusters Score -4400075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4400073.500000 Penalty: 5190.647461
	Iteration 41Q: 3 clusters Score -4400074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4400070.500000 Penalty: 5190.647461
	Iteration 42Q: 3 clusters Score -4400070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -4400067.500000 Penalty: 5190.647461
	Iteration 43Q: 3 clusters Score -4400068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -4400070.500000 Penalty: 5190.647461
	Iteration 44Q: 3 clusters Score -4400070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -4400070.500000 Penalty: 5190.647461
	Iteration 45F: 3 clusters Score -4400070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 54451 members 
Mstep: Class 4 contains 14598 members 
Mstep: Class 5 contains 184556 members 
Mstep: Class 6 contains 69896 members 
Mstep: Class 7 contains 183607 members 
Mstep: Class 8 contains 15363 members 
Mstep: Class 9 contains 83600 members 
Mstep: Class 10 contains 98617 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 199823 members 
Mstep: Class 14 contains 35536 members 
Mstep: Class 15 contains 11886 members 
Mstep: Class 16 contains 104765 members 
Mstep: Class 17 contains 11199 members 
Mstep: Class 18 contains 22990 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 8372 members 
Mstep: Class 21 contains 8439 members 
Mstep: Class 22 contains 10734 members 
Mstep: Class 23 contains 12365 members 
Mstep: Class 24 contains 13280 members 
Mstep: Class 25 contains 14325 members 
Mstep: Class 26 contains 31590 members 
Entering Unmasked Estep 
Score: -150795472.000000 Penalty: 90329.101562
Splitting cluster 12 changes total score from -150770016.000000 to -150795472.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (199823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199823 members 
Entering Unmasked Estep 
Score: -25767434.000000 Penalty: 3026.886230
	Iteration 0F: 2 clusters Score -2.576743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99980 members 
Mstep: Class 2 contains 99843 members 
Entering Unmasked Estep 
Score: -25651020.000000 Penalty: 6053.772461
	Iteration 0F: 3 clusters Score -2.565102e+07 nChanged 95960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101856 members 
Mstep: Class 2 contains 97967 members 
Entering Unmasked Estep 
Score: -25706988.000000 Penalty: 6053.772461
	Iteration 1F: 3 clusters Score -2.570699e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103287 members 
Mstep: Class 2 contains 96536 members 
Entering Unmasked Estep 
Score: -25708466.000000 Penalty: 6053.772461
	Iteration 2Q: 3 clusters Score -2.570847e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105618 members 
Mstep: Class 2 contains 94205 members 
Entering Unmasked Estep 
Score: -25710398.000000 Penalty: 6053.772461
	Iteration 3Q: 3 clusters Score -2.57104e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109048 members 
Mstep: Class 2 contains 90775 members 
Entering Unmasked Estep 
Score: -25713482.000000 Penalty: 6053.772461
	Iteration 4Q: 3 clusters Score -2.571348e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113947 members 
Mstep: Class 2 contains 85876 members 
Entering Unmasked Estep 
Score: -25718318.000000 Penalty: 6053.772461
	Iteration 5Q: 3 clusters Score -2.571832e+07 nChanged 12857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120394 members 
Mstep: Class 2 contains 79429 members 
Entering Unmasked Estep 
Score: -25726878.000000 Penalty: 6053.772461
	Iteration 6F: 3 clusters Score -2.572688e+07 nChanged 15111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128317 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -25737084.000000 Penalty: 6053.772461
	Iteration 7F: 3 clusters Score -2.573708e+07 nChanged 14306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136885 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -25745700.000000 Penalty: 6053.772461
	Iteration 8F: 3 clusters Score -2.57457e+07 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144928 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -25752468.000000 Penalty: 6053.772461
	Iteration 9F: 3 clusters Score -2.575247e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152281 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -25758846.000000 Penalty: 6053.772461
	Iteration 10Q: 3 clusters Score -2.575885e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158967 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -25765738.000000 Penalty: 6053.772461
	Iteration 11Q: 3 clusters Score -2.576574e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164496 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -25771512.000000 Penalty: 6053.772461
	Iteration 12Q: 3 clusters Score -2.577151e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168867 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -25775182.000000 Penalty: 6053.772461
	Iteration 13Q: 3 clusters Score -2.577518e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172229 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -25777178.000000 Penalty: 6053.772461
	Iteration 14Q: 3 clusters Score -2.577718e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174797 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -25778000.000000 Penalty: 6053.772461
	Iteration 15Q: 3 clusters Score -2.5778e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176719 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -25778682.000000 Penalty: 6053.772461
	Iteration 16Q: 3 clusters Score -2.577868e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178239 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -25778938.000000 Penalty: 6053.772461
	Iteration 17Q: 3 clusters Score -2.577894e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179426 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -25779064.000000 Penalty: 6053.772461
	Iteration 18Q: 3 clusters Score -2.577906e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180394 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -25779062.000000 Penalty: 6053.772461
	Iteration 19Q: 3 clusters Score -2.577906e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181243 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -25779100.000000 Penalty: 6053.772461
	Iteration 20F: 3 clusters Score -2.57791e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181967 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -25779124.000000 Penalty: 6053.772461
	Iteration 21Q: 3 clusters Score -2.577912e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182540 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -25779062.000000 Penalty: 6053.772461
	Iteration 22Q: 3 clusters Score -2.577906e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183059 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -25779060.000000 Penalty: 6053.772461
	Iteration 23Q: 3 clusters Score -2.577906e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183509 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -25779084.000000 Penalty: 6053.772461
	Iteration 24Q: 3 clusters Score -2.577908e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183907 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -25779134.000000 Penalty: 6053.772461
	Iteration 25Q: 3 clusters Score -2.577913e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184245 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -25779106.000000 Penalty: 6053.772461
	Iteration 26Q: 3 clusters Score -2.577911e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184554 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -25779148.000000 Penalty: 6053.772461
	Iteration 27Q: 3 clusters Score -2.577915e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184827 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -25779178.000000 Penalty: 6053.772461
	Iteration 28Q: 3 clusters Score -2.577918e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185094 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -25779208.000000 Penalty: 6053.772461
	Iteration 29Q: 3 clusters Score -2.577921e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185348 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -25779226.000000 Penalty: 6053.772461
	Iteration 30Q: 3 clusters Score -2.577923e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185564 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -25779252.000000 Penalty: 6053.772461
	Iteration 31Q: 3 clusters Score -2.577925e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185760 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -25779166.000000 Penalty: 6053.772461
	Iteration 32Q: 3 clusters Score -2.577917e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185933 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -25779148.000000 Penalty: 6053.772461
	Iteration 33Q: 3 clusters Score -2.577915e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186105 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -25779160.000000 Penalty: 6053.772461
	Iteration 34Q: 3 clusters Score -2.577916e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186256 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -25779154.000000 Penalty: 6053.772461
	Iteration 35Q: 3 clusters Score -2.577915e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186371 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -25779196.000000 Penalty: 6053.772461
	Iteration 36Q: 3 clusters Score -2.57792e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186467 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -25779176.000000 Penalty: 6053.772461
	Iteration 37Q: 3 clusters Score -2.577918e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186555 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -25779138.000000 Penalty: 6053.772461
	Iteration 38Q: 3 clusters Score -2.577914e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186644 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -25779098.000000 Penalty: 6053.772461
	Iteration 39Q: 3 clusters Score -2.57791e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186722 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -25779114.000000 Penalty: 6053.772461
	Iteration 40F: 3 clusters Score -2.577911e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186786 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -25779096.000000 Penalty: 6053.772461
	Iteration 41Q: 3 clusters Score -2.57791e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186841 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -25779082.000000 Penalty: 6053.772461
	Iteration 42Q: 3 clusters Score -2.577908e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186880 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -25779096.000000 Penalty: 6053.772461
	Iteration 43Q: 3 clusters Score -2.57791e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186911 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -25779068.000000 Penalty: 6053.772461
	Iteration 44Q: 3 clusters Score -2.577907e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186941 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -25779068.000000 Penalty: 6053.772461
	Iteration 45Q: 3 clusters Score -2.577907e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186964 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -25779058.000000 Penalty: 6053.772461
	Iteration 46Q: 3 clusters Score -2.577906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186981 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -25779062.000000 Penalty: 6053.772461
	Iteration 47Q: 3 clusters Score -2.577906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186998 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -25779046.000000 Penalty: 6053.772461
	Iteration 48Q: 3 clusters Score -2.577905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187012 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -25779034.000000 Penalty: 6053.772461
	Iteration 49Q: 3 clusters Score -2.577903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187022 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -25779018.000000 Penalty: 6053.772461
	Iteration 50Q: 3 clusters Score -2.577902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187029 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -25779022.000000 Penalty: 6053.772461
	Iteration 51Q: 3 clusters Score -2.577902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187034 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -25779010.000000 Penalty: 6053.772461
	Iteration 52Q: 3 clusters Score -2.577901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187037 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -25779008.000000 Penalty: 6053.772461
	Iteration 53Q: 3 clusters Score -2.577901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187038 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -25779012.000000 Penalty: 6053.772461
	Iteration 54Q: 3 clusters Score -2.577901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187040 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -25779004.000000 Penalty: 6053.772461
	Iteration 55Q: 3 clusters Score -2.5779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187041 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -25779012.000000 Penalty: 6053.772461
	Iteration 56Q: 3 clusters Score -2.577901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187043 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -25779018.000000 Penalty: 6053.772461
	Iteration 57Q: 3 clusters Score -2.577902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187045 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -25778998.000000 Penalty: 6053.772461
	Iteration 58Q: 3 clusters Score -2.5779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187046 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -25779012.000000 Penalty: 6053.772461
	Iteration 59Q: 3 clusters Score -2.577901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187046 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -25779012.000000 Penalty: 6053.772461
	Iteration 60F: 3 clusters Score -2.577901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 54451 members 
Mstep: Class 4 contains 14598 members 
Mstep: Class 5 contains 184556 members 
Mstep: Class 6 contains 69896 members 
Mstep: Class 7 contains 183607 members 
Mstep: Class 8 contains 15363 members 
Mstep: Class 9 contains 83600 members 
Mstep: Class 10 contains 98617 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 187046 members 
Mstep: Class 14 contains 35536 members 
Mstep: Class 15 contains 11886 members 
Mstep: Class 16 contains 104765 members 
Mstep: Class 17 contains 11199 members 
Mstep: Class 18 contains 22990 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 8372 members 
Mstep: Class 21 contains 8439 members 
Mstep: Class 22 contains 10734 members 
Mstep: Class 23 contains 12365 members 
Mstep: Class 24 contains 13280 members 
Mstep: Class 25 contains 14325 members 
Mstep: Class 26 contains 31590 members 
Mstep: Class 27 contains 12777 members 
Entering Unmasked Estep 
Score: -150805728.000000 Penalty: 93803.296875
Splitting cluster 13 changes total score from -150770016.000000 to -150805728.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (35536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Entering Unmasked Estep 
Score: -4452252.500000 Penalty: 2598.618896
	Iteration 0F: 2 clusters Score -4452252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -4428050.000000 Penalty: 5197.237793
	Iteration 0F: 3 clusters Score -4428050 nChanged 16229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -4437795.000000 Penalty: 5197.237793
	Iteration 1F: 3 clusters Score -4437795 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -4439330.500000 Penalty: 5197.237793
	Iteration 2F: 3 clusters Score -4439330 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4441831.500000 Penalty: 5197.237793
	Iteration 3F: 3 clusters Score -4441832 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -4446168.000000 Penalty: 5197.237793
	Iteration 4F: 3 clusters Score -4446168 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -4452171.000000 Penalty: 5197.237793
	Iteration 5F: 3 clusters Score -4452171 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -4458953.000000 Penalty: 5197.237793
	Iteration 6F: 3 clusters Score -4458953 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -4463980.000000 Penalty: 5197.237793
	Iteration 7F: 3 clusters Score -4463980 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -4464987.500000 Penalty: 5197.237793
	Iteration 8Q: 3 clusters Score -4464988 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -4465173.000000 Penalty: 5197.237793
	Iteration 9Q: 3 clusters Score -4465173 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -4465256.500000 Penalty: 5197.237793
	Iteration 10Q: 3 clusters Score -4465256 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -4465276.500000 Penalty: 5197.237793
	Iteration 11Q: 3 clusters Score -4465276 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -4465271.500000 Penalty: 5197.237793
	Iteration 12Q: 3 clusters Score -4465272 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -4465273.000000 Penalty: 5197.237793
	Iteration 13Q: 3 clusters Score -4465273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -4465288.000000 Penalty: 5197.237793
	Iteration 14Q: 3 clusters Score -4465288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -4465285.500000 Penalty: 5197.237793
	Iteration 15Q: 3 clusters Score -4465286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -4465284.000000 Penalty: 5197.237793
	Iteration 16Q: 3 clusters Score -4465284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -4465290.500000 Penalty: 5197.237793
	Iteration 17Q: 3 clusters Score -4465290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -4465286.500000 Penalty: 5197.237793
	Iteration 18Q: 3 clusters Score -4465286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -4465291.500000 Penalty: 5197.237793
	Iteration 19Q: 3 clusters Score -4465292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -4465288.000000 Penalty: 5197.237793
	Iteration 20F: 3 clusters Score -4465288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -4465290.000000 Penalty: 5197.237793
	Iteration 21Q: 3 clusters Score -4465290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -4465285.000000 Penalty: 5197.237793
	Iteration 22Q: 3 clusters Score -4465285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -4465285.500000 Penalty: 5197.237793
	Iteration 23Q: 3 clusters Score -4465286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -4465280.500000 Penalty: 5197.237793
	Iteration 24Q: 3 clusters Score -4465280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -4465296.500000 Penalty: 5197.237793
	Iteration 25Q: 3 clusters Score -4465296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -4465298.000000 Penalty: 5197.237793
	Iteration 26Q: 3 clusters Score -4465298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4465305.000000 Penalty: 5197.237793
	Iteration 27Q: 3 clusters Score -4465305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -4465305.500000 Penalty: 5197.237793
	Iteration 28Q: 3 clusters Score -4465306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -4465309.500000 Penalty: 5197.237793
	Iteration 29Q: 3 clusters Score -4465310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -4465308.500000 Penalty: 5197.237793
	Iteration 30Q: 3 clusters Score -4465308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -4465311.000000 Penalty: 5197.237793
	Iteration 31Q: 3 clusters Score -4465311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -4465311.000000 Penalty: 5197.237793
	Iteration 32F: 3 clusters Score -4465311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 54451 members 
Mstep: Class 4 contains 14598 members 
Mstep: Class 5 contains 184556 members 
Mstep: Class 6 contains 69896 members 
Mstep: Class 7 contains 183607 members 
Mstep: Class 8 contains 15363 members 
Mstep: Class 9 contains 83600 members 
Mstep: Class 10 contains 98617 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 187046 members 
Mstep: Class 14 contains 18335 members 
Mstep: Class 15 contains 11886 members 
Mstep: Class 16 contains 104765 members 
Mstep: Class 17 contains 11199 members 
Mstep: Class 18 contains 22990 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 8372 members 
Mstep: Class 21 contains 8439 members 
Mstep: Class 22 contains 10734 members 
Mstep: Class 23 contains 12365 members 
Mstep: Class 24 contains 13280 members 
Mstep: Class 25 contains 14325 members 
Mstep: Class 26 contains 31590 members 
Mstep: Class 27 contains 12777 members 
Mstep: Class 28 contains 17201 members 
Entering Unmasked Estep 
Score: -150817808.000000 Penalty: 97277.492188
Splitting cluster 14 changes total score from -150770016.000000 to -150817808.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (11886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Entering Unmasked Estep 
Score: -1329090.750000 Penalty: 2327.012939
	Iteration 0F: 2 clusters Score -1329091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1320312.875000 Penalty: 4654.025879
	Iteration 0F: 3 clusters Score -1320313 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1323926.500000 Penalty: 4654.025879
	Iteration 1F: 3 clusters Score -1323926 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1325149.750000 Penalty: 4654.025879
	Iteration 2F: 3 clusters Score -1325150 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1326249.875000 Penalty: 4654.025879
	Iteration 3F: 3 clusters Score -1326250 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1327167.250000 Penalty: 4654.025879
	Iteration 4F: 3 clusters Score -1327167 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1327947.250000 Penalty: 4654.025879
	Iteration 5F: 3 clusters Score -1327947 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1328510.000000 Penalty: 4654.025879
	Iteration 6F: 3 clusters Score -1328510 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1328895.875000 Penalty: 4654.025879
	Iteration 7Q: 3 clusters Score -1328896 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1329139.000000 Penalty: 4654.025879
	Iteration 8Q: 3 clusters Score -1329139 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1329344.750000 Penalty: 4654.025879
	Iteration 9Q: 3 clusters Score -1329345 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1329482.875000 Penalty: 4654.025879
	Iteration 10Q: 3 clusters Score -1329483 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1329574.375000 Penalty: 4654.025879
	Iteration 11Q: 3 clusters Score -1329574 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1329653.125000 Penalty: 4654.025879
	Iteration 12Q: 3 clusters Score -1329653 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1329704.250000 Penalty: 4654.025879
	Iteration 13Q: 3 clusters Score -1329704 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1329746.250000 Penalty: 4654.025879
	Iteration 14Q: 3 clusters Score -1329746 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1329786.375000 Penalty: 4654.025879
	Iteration 15Q: 3 clusters Score -1329786 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1329807.375000 Penalty: 4654.025879
	Iteration 16Q: 3 clusters Score -1329807 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1329830.750000 Penalty: 4654.025879
	Iteration 17Q: 3 clusters Score -1329831 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1329849.625000 Penalty: 4654.025879
	Iteration 18Q: 3 clusters Score -1329850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1329867.750000 Penalty: 4654.025879
	Iteration 19Q: 3 clusters Score -1329868 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1329877.875000 Penalty: 4654.025879
	Iteration 20F: 3 clusters Score -1329878 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1329885.625000 Penalty: 4654.025879
	Iteration 21Q: 3 clusters Score -1329886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1329889.750000 Penalty: 4654.025879
	Iteration 22Q: 3 clusters Score -1329890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1329890.000000 Penalty: 4654.025879
	Iteration 23Q: 3 clusters Score -1329890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1329895.625000 Penalty: 4654.025879
	Iteration 24Q: 3 clusters Score -1329896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1329900.250000 Penalty: 4654.025879
	Iteration 25Q: 3 clusters Score -1329900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1329900.375000 Penalty: 4654.025879
	Iteration 26Q: 3 clusters Score -1329900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1329904.000000 Penalty: 4654.025879
	Iteration 27Q: 3 clusters Score -1329904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1329904.000000 Penalty: 4654.025879
	Iteration 28Q: 3 clusters Score -1329904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1329903.500000 Penalty: 4654.025879
	Iteration 29Q: 3 clusters Score -1329904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1329900.500000 Penalty: 4654.025879
	Iteration 30Q: 3 clusters Score -1329900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1329903.875000 Penalty: 4654.025879
	Iteration 31Q: 3 clusters Score -1329904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1329903.000000 Penalty: 4654.025879
	Iteration 32Q: 3 clusters Score -1329903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1329901.875000 Penalty: 4654.025879
	Iteration 33Q: 3 clusters Score -1329902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1329904.125000 Penalty: 4654.025879
	Iteration 34Q: 3 clusters Score -1329904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1329902.875000 Penalty: 4654.025879
	Iteration 35Q: 3 clusters Score -1329903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1329904.625000 Penalty: 4654.025879
	Iteration 36Q: 3 clusters Score -1329905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1329902.750000 Penalty: 4654.025879
	Iteration 37Q: 3 clusters Score -1329903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1329903.625000 Penalty: 4654.025879
	Iteration 38Q: 3 clusters Score -1329904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1329903.875000 Penalty: 4654.025879
	Iteration 39Q: 3 clusters Score -1329904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1329904.250000 Penalty: 4654.025879
	Iteration 40F: 3 clusters Score -1329904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1329902.750000 Penalty: 4654.025879
	Iteration 41Q: 3 clusters Score -1329903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1329903.000000 Penalty: 4654.025879
	Iteration 42Q: 3 clusters Score -1329903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1329903.000000 Penalty: 4654.025879
	Iteration 43F: 3 clusters Score -1329903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 54451 members 
Mstep: Class 4 contains 14598 members 
Mstep: Class 5 contains 184556 members 
Mstep: Class 6 contains 69896 members 
Mstep: Class 7 contains 183607 members 
Mstep: Class 8 contains 15363 members 
Mstep: Class 9 contains 83600 members 
Mstep: Class 10 contains 98617 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 187046 members 
Mstep: Class 14 contains 18335 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 104765 members 
Mstep: Class 17 contains 11199 members 
Mstep: Class 18 contains 22990 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 8372 members 
Mstep: Class 21 contains 8439 members 
Mstep: Class 22 contains 10734 members 
Mstep: Class 23 contains 12365 members 
Mstep: Class 24 contains 13280 members 
Mstep: Class 25 contains 14325 members 
Mstep: Class 26 contains 31590 members 
Mstep: Class 27 contains 12777 members 
Mstep: Class 28 contains 17201 members 
Mstep: Class 29 contains 7618 members 
Entering Unmasked Estep 
Score: -150816688.000000 Penalty: 100751.687500
Splitting cluster 15 changes total score from -150770016.000000 to -150816688.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (104765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104765 members 
Entering Unmasked Estep 
Score: -13533386.000000 Penalty: 2866.749756
	Iteration 0F: 2 clusters Score -1.353339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -13463055.000000 Penalty: 5733.499512
	Iteration 0F: 3 clusters Score -1.346306e+07 nChanged 49795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -13492216.000000 Penalty: 5733.499512
	Iteration 1F: 3 clusters Score -1.349222e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -13493514.000000 Penalty: 5733.499512
	Iteration 2Q: 3 clusters Score -1.349351e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -13495452.000000 Penalty: 5733.499512
	Iteration 3Q: 3 clusters Score -1.349545e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 58550 members 
Entering Unmasked Estep 
Score: -13498638.000000 Penalty: 5733.499512
	Iteration 4F: 3 clusters Score -1.349864e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -13503777.000000 Penalty: 5733.499512
	Iteration 5F: 3 clusters Score -1.350378e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 66578 members 
Entering Unmasked Estep 
Score: -13509676.000000 Penalty: 5733.499512
	Iteration 6F: 3 clusters Score -1.350968e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 70359 members 
Entering Unmasked Estep 
Score: -13514608.000000 Penalty: 5733.499512
	Iteration 7F: 3 clusters Score -1.351461e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 73208 members 
Entering Unmasked Estep 
Score: -13517604.000000 Penalty: 5733.499512
	Iteration 8F: 3 clusters Score -1.35176e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 75342 members 
Entering Unmasked Estep 
Score: -13519048.000000 Penalty: 5733.499512
	Iteration 9Q: 3 clusters Score -1.351905e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 77103 members 
Entering Unmasked Estep 
Score: -13519838.000000 Penalty: 5733.499512
	Iteration 10Q: 3 clusters Score -1.351984e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 78683 members 
Entering Unmasked Estep 
Score: -13520284.000000 Penalty: 5733.499512
	Iteration 11Q: 3 clusters Score -1.352028e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 80170 members 
Entering Unmasked Estep 
Score: -13520630.000000 Penalty: 5733.499512
	Iteration 12Q: 3 clusters Score -1.352063e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 81671 members 
Entering Unmasked Estep 
Score: -13520939.000000 Penalty: 5733.499512
	Iteration 13Q: 3 clusters Score -1.352094e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 83204 members 
Entering Unmasked Estep 
Score: -13521304.000000 Penalty: 5733.499512
	Iteration 14Q: 3 clusters Score -1.35213e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 84803 members 
Entering Unmasked Estep 
Score: -13521740.000000 Penalty: 5733.499512
	Iteration 15Q: 3 clusters Score -1.352174e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -13522228.000000 Penalty: 5733.499512
	Iteration 16Q: 3 clusters Score -1.352223e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 88383 members 
Entering Unmasked Estep 
Score: -13522869.000000 Penalty: 5733.499512
	Iteration 17Q: 3 clusters Score -1.352287e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 90213 members 
Entering Unmasked Estep 
Score: -13523556.000000 Penalty: 5733.499512
	Iteration 18Q: 3 clusters Score -1.352356e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 92139 members 
Entering Unmasked Estep 
Score: -13524292.000000 Penalty: 5733.499512
	Iteration 19Q: 3 clusters Score -1.352429e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 94108 members 
Entering Unmasked Estep 
Score: -13525184.000000 Penalty: 5733.499512
	Iteration 20F: 3 clusters Score -1.352518e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 96108 members 
Entering Unmasked Estep 
Score: -13526179.000000 Penalty: 5733.499512
	Iteration 21Q: 3 clusters Score -1.352618e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 98065 members 
Entering Unmasked Estep 
Score: -13527392.000000 Penalty: 5733.499512
	Iteration 22Q: 3 clusters Score -1.352739e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 99751 members 
Entering Unmasked Estep 
Score: -13528408.000000 Penalty: 5733.499512
	Iteration 23Q: 3 clusters Score -1.352841e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 101125 members 
Entering Unmasked Estep 
Score: -13529316.000000 Penalty: 5733.499512
	Iteration 24Q: 3 clusters Score -1.352932e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 102174 members 
Entering Unmasked Estep 
Score: -13530005.000000 Penalty: 5733.499512
	Iteration 25Q: 3 clusters Score -1.353e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 102917 members 
Entering Unmasked Estep 
Score: -13530524.000000 Penalty: 5733.499512
	Iteration 26Q: 3 clusters Score -1.353052e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 103378 members 
Entering Unmasked Estep 
Score: -13530908.000000 Penalty: 5733.499512
	Iteration 27Q: 3 clusters Score -1.353091e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 103634 members 
Entering Unmasked Estep 
Score: -13531116.000000 Penalty: 5733.499512
	Iteration 28Q: 3 clusters Score -1.353112e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 103784 members 
Entering Unmasked Estep 
Score: -13531262.000000 Penalty: 5733.499512
	Iteration 29Q: 3 clusters Score -1.353126e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 103865 members 
Entering Unmasked Estep 
Score: -13531349.000000 Penalty: 5733.499512
	Iteration 30Q: 3 clusters Score -1.353135e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 103932 members 
Entering Unmasked Estep 
Score: -13531391.000000 Penalty: 5733.499512
	Iteration 31Q: 3 clusters Score -1.353139e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 103966 members 
Entering Unmasked Estep 
Score: -13531438.000000 Penalty: 5733.499512
	Iteration 32Q: 3 clusters Score -1.353144e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 103993 members 
Entering Unmasked Estep 
Score: -13531456.000000 Penalty: 5733.499512
	Iteration 33Q: 3 clusters Score -1.353146e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 104016 members 
Entering Unmasked Estep 
Score: -13531496.000000 Penalty: 5733.499512
	Iteration 34Q: 3 clusters Score -1.35315e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 104035 members 
Entering Unmasked Estep 
Score: -13531520.000000 Penalty: 5733.499512
	Iteration 35Q: 3 clusters Score -1.353152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 104050 members 
Entering Unmasked Estep 
Score: -13531505.000000 Penalty: 5733.499512
	Iteration 36Q: 3 clusters Score -1.35315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 104057 members 
Entering Unmasked Estep 
Score: -13531511.000000 Penalty: 5733.499512
	Iteration 37Q: 3 clusters Score -1.353151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 104064 members 
Entering Unmasked Estep 
Score: -13531515.000000 Penalty: 5733.499512
	Iteration 38Q: 3 clusters Score -1.353152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 104065 members 
Entering Unmasked Estep 
Score: -13531524.000000 Penalty: 5733.499512
	Iteration 39Q: 3 clusters Score -1.353152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 104068 members 
Entering Unmasked Estep 
Score: -13531516.000000 Penalty: 5733.499512
	Iteration 40F: 3 clusters Score -1.353152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 104072 members 
Entering Unmasked Estep 
Score: -13531510.000000 Penalty: 5733.499512
	Iteration 41Q: 3 clusters Score -1.353151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 104072 members 
Entering Unmasked Estep 
Score: -13531515.000000 Penalty: 5733.499512
	Iteration 42Q: 3 clusters Score -1.353152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 104072 members 
Entering Unmasked Estep 
Score: -13531524.000000 Penalty: 5733.499512
	Iteration 43Q: 3 clusters Score -1.353152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 104078 members 
Entering Unmasked Estep 
Score: -13531528.000000 Penalty: 5733.499512
	Iteration 44Q: 3 clusters Score -1.353153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 104080 members 
Entering Unmasked Estep 
Score: -13531537.000000 Penalty: 5733.499512
	Iteration 45Q: 3 clusters Score -1.353154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 104081 members 
Entering Unmasked Estep 
Score: -13531535.000000 Penalty: 5733.499512
	Iteration 46Q: 3 clusters Score -1.353154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 104081 members 
Entering Unmasked Estep 
Score: -13531535.000000 Penalty: 5733.499512
	Iteration 47F: 3 clusters Score -1.353154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Entering Unmasked Estep 
Score: -1358566.625000 Penalty: 2312.247803
	Iteration 0F: 2 clusters Score -1358567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1350157.625000 Penalty: 4624.495605
	Iteration 0F: 3 clusters Score -1350158 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1353047.125000 Penalty: 4624.495605
	Iteration 1F: 3 clusters Score -1353047 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1353780.250000 Penalty: 4624.495605
	Iteration 2F: 3 clusters Score -1353780 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1354676.000000 Penalty: 4624.495605
	Iteration 3F: 3 clusters Score -1354676 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1355404.500000 Penalty: 4624.495605
	Iteration 4F: 3 clusters Score -1355404 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1355938.125000 Penalty: 4624.495605
	Iteration 5F: 3 clusters Score -1355938 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1356269.875000 Penalty: 4624.495605
	Iteration 6Q: 3 clusters Score -1356270 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1356480.000000 Penalty: 4624.495605
	Iteration 7Q: 3 clusters Score -1356480 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1356606.125000 Penalty: 4624.495605
	Iteration 8Q: 3 clusters Score -1356606 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1356691.000000 Penalty: 4624.495605
	Iteration 9Q: 3 clusters Score -1356691 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1356760.750000 Penalty: 4624.495605
	Iteration 10Q: 3 clusters Score -1356761 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1356818.750000 Penalty: 4624.495605
	Iteration 11Q: 3 clusters Score -1356819 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1356866.000000 Penalty: 4624.495605
	Iteration 12Q: 3 clusters Score -1356866 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1356907.750000 Penalty: 4624.495605
	Iteration 13Q: 3 clusters Score -1356908 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1356936.625000 Penalty: 4624.495605
	Iteration 14Q: 3 clusters Score -1356937 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1356968.000000 Penalty: 4624.495605
	Iteration 15Q: 3 clusters Score -1356968 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1356994.750000 Penalty: 4624.495605
	Iteration 16Q: 3 clusters Score -1356995 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1357014.875000 Penalty: 4624.495605
	Iteration 17Q: 3 clusters Score -1357015 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1357032.125000 Penalty: 4624.495605
	Iteration 18Q: 3 clusters Score -1357032 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1357050.625000 Penalty: 4624.495605
	Iteration 19Q: 3 clusters Score -1357051 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1357061.000000 Penalty: 4624.495605
	Iteration 20F: 3 clusters Score -1357061 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1357080.750000 Penalty: 4624.495605
	Iteration 21Q: 3 clusters Score -1357081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1357095.250000 Penalty: 4624.495605
	Iteration 22Q: 3 clusters Score -1357095 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1357104.375000 Penalty: 4624.495605
	Iteration 23Q: 3 clusters Score -1357104 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1357120.500000 Penalty: 4624.495605
	Iteration 24Q: 3 clusters Score -1357120 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1357141.250000 Penalty: 4624.495605
	Iteration 25Q: 3 clusters Score -1357141 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1357156.875000 Penalty: 4624.495605
	Iteration 26Q: 3 clusters Score -1357157 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1357178.875000 Penalty: 4624.495605
	Iteration 27Q: 3 clusters Score -1357179 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1357200.000000 Penalty: 4624.495605
	Iteration 28Q: 3 clusters Score -1357200 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1357225.875000 Penalty: 4624.495605
	Iteration 29Q: 3 clusters Score -1357226 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1357253.875000 Penalty: 4624.495605
	Iteration 30Q: 3 clusters Score -1357254 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1357286.250000 Penalty: 4624.495605
	Iteration 31Q: 3 clusters Score -1357286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1357306.375000 Penalty: 4624.495605
	Iteration 32Q: 3 clusters Score -1357306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1357332.250000 Penalty: 4624.495605
	Iteration 33Q: 3 clusters Score -1357332 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1357366.625000 Penalty: 4624.495605
	Iteration 34Q: 3 clusters Score -1357367 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1357414.625000 Penalty: 4624.495605
	Iteration 35Q: 3 clusters Score -1357415 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1357457.000000 Penalty: 4624.495605
	Iteration 36Q: 3 clusters Score -1357457 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1357504.625000 Penalty: 4624.495605
	Iteration 37Q: 3 clusters Score -1357505 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1357535.625000 Penalty: 4624.495605
	Iteration 38Q: 3 clusters Score -1357536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1357557.500000 Penalty: 4624.495605
	Iteration 39Q: 3 clusters Score -1357558 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1357579.625000 Penalty: 4624.495605
	Iteration 40F: 3 clusters Score -1357580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1357590.125000 Penalty: 4624.495605
	Iteration 41Q: 3 clusters Score -1357590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1357602.500000 Penalty: 4624.495605
	Iteration 42Q: 3 clusters Score -1357602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1357618.750000 Penalty: 4624.495605
	Iteration 43Q: 3 clusters Score -1357619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1357624.625000 Penalty: 4624.495605
	Iteration 44Q: 3 clusters Score -1357625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1357637.875000 Penalty: 4624.495605
	Iteration 45Q: 3 clusters Score -1357638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1357647.750000 Penalty: 4624.495605
	Iteration 46Q: 3 clusters Score -1357648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1357649.000000 Penalty: 4624.495605
	Iteration 47Q: 3 clusters Score -1357649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1357655.625000 Penalty: 4624.495605
	Iteration 48Q: 3 clusters Score -1357656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1357658.625000 Penalty: 4624.495605
	Iteration 49Q: 3 clusters Score -1357659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1357662.875000 Penalty: 4624.495605
	Iteration 50Q: 3 clusters Score -1357663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1357670.000000 Penalty: 4624.495605
	Iteration 51Q: 3 clusters Score -1357670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1357677.250000 Penalty: 4624.495605
	Iteration 52Q: 3 clusters Score -1357677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1357681.750000 Penalty: 4624.495605
	Iteration 53Q: 3 clusters Score -1357682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1357685.500000 Penalty: 4624.495605
	Iteration 54Q: 3 clusters Score -1357686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1357688.000000 Penalty: 4624.495605
	Iteration 55Q: 3 clusters Score -1357688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1357687.875000 Penalty: 4624.495605
	Iteration 56Q: 3 clusters Score -1357688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1357691.500000 Penalty: 4624.495605
	Iteration 57Q: 3 clusters Score -1357692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1357695.000000 Penalty: 4624.495605
	Iteration 58Q: 3 clusters Score -1357695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1357697.500000 Penalty: 4624.495605
	Iteration 59Q: 3 clusters Score -1357698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1357698.000000 Penalty: 4624.495605
	Iteration 60F: 3 clusters Score -1357698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1357698.500000 Penalty: 4624.495605
	Iteration 61Q: 3 clusters Score -1357698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1357698.875000 Penalty: 4624.495605
	Iteration 62Q: 3 clusters Score -1357699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1357700.500000 Penalty: 4624.495605
	Iteration 63Q: 3 clusters Score -1357700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1357700.375000 Penalty: 4624.495605
	Iteration 64Q: 3 clusters Score -1357700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1357704.250000 Penalty: 4624.495605
	Iteration 65Q: 3 clusters Score -1357704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1357705.500000 Penalty: 4624.495605
	Iteration 66Q: 3 clusters Score -1357706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1357706.375000 Penalty: 4624.495605
	Iteration 67Q: 3 clusters Score -1357706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1357706.375000 Penalty: 4624.495605
	Iteration 68Q: 3 clusters Score -1357706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1357706.375000 Penalty: 4624.495605
	Iteration 69F: 3 clusters Score -1357706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Entering Unmasked Estep 
Score: -2950914.000000 Penalty: 2490.617920
	Iteration 0F: 2 clusters Score -2950914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2934831.750000 Penalty: 4981.235840
	Iteration 0F: 3 clusters Score -2934832 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2940469.250000 Penalty: 4981.235840
	Iteration 1F: 3 clusters Score -2940469 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2941095.500000 Penalty: 4981.235840
	Iteration 2F: 3 clusters Score -2941096 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2941867.500000 Penalty: 4981.235840
	Iteration 3F: 3 clusters Score -2941868 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2942986.000000 Penalty: 4981.235840
	Iteration 4F: 3 clusters Score -2942986 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2944428.250000 Penalty: 4981.235840
	Iteration 5F: 3 clusters Score -2944428 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2946075.750000 Penalty: 4981.235840
	Iteration 6F: 3 clusters Score -2946076 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2947530.000000 Penalty: 4981.235840
	Iteration 7F: 3 clusters Score -2947530 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2948657.750000 Penalty: 4981.235840
	Iteration 8Q: 3 clusters Score -2948658 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2949237.750000 Penalty: 4981.235840
	Iteration 9Q: 3 clusters Score -2949238 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2949481.500000 Penalty: 4981.235840
	Iteration 10Q: 3 clusters Score -2949482 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2949614.250000 Penalty: 4981.235840
	Iteration 11Q: 3 clusters Score -2949614 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2949680.750000 Penalty: 4981.235840
	Iteration 12Q: 3 clusters Score -2949681 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2949740.750000 Penalty: 4981.235840
	Iteration 13Q: 3 clusters Score -2949741 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2949799.500000 Penalty: 4981.235840
	Iteration 14Q: 3 clusters Score -2949800 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2949857.000000 Penalty: 4981.235840
	Iteration 15Q: 3 clusters Score -2949857 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2949927.750000 Penalty: 4981.235840
	Iteration 16Q: 3 clusters Score -2949928 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2949997.500000 Penalty: 4981.235840
	Iteration 17Q: 3 clusters Score -2949998 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2950100.000000 Penalty: 4981.235840
	Iteration 18Q: 3 clusters Score -2950100 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2950281.250000 Penalty: 4981.235840
	Iteration 19Q: 3 clusters Score -2950281 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2950598.000000 Penalty: 4981.235840
	Iteration 20F: 3 clusters Score -2950598 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2951022.000000 Penalty: 4981.235840
	Iteration 21Q: 3 clusters Score -2951022 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2951259.500000 Penalty: 4981.235840
	Iteration 22Q: 3 clusters Score -2951260 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2951324.750000 Penalty: 4981.235840
	Iteration 23Q: 3 clusters Score -2951325 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2951347.500000 Penalty: 4981.235840
	Iteration 24Q: 3 clusters Score -2951348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2951353.750000 Penalty: 4981.235840
	Iteration 25Q: 3 clusters Score -2951354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2951364.250000 Penalty: 4981.235840
	Iteration 26Q: 3 clusters Score -2951364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2951368.000000 Penalty: 4981.235840
	Iteration 27Q: 3 clusters Score -2951368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2951375.000000 Penalty: 4981.235840
	Iteration 28Q: 3 clusters Score -2951375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2951367.750000 Penalty: 4981.235840
	Iteration 29Q: 3 clusters Score -2951368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2951372.000000 Penalty: 4981.235840
	Iteration 30Q: 3 clusters Score -2951372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2951373.000000 Penalty: 4981.235840
	Iteration 31Q: 3 clusters Score -2951373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2951377.000000 Penalty: 4981.235840
	Iteration 32Q: 3 clusters Score -2951377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2951376.250000 Penalty: 4981.235840
	Iteration 33Q: 3 clusters Score -2951376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2951374.500000 Penalty: 4981.235840
	Iteration 34Q: 3 clusters Score -2951374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2951376.750000 Penalty: 4981.235840
	Iteration 35Q: 3 clusters Score -2951377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2951375.000000 Penalty: 4981.235840
	Iteration 36Q: 3 clusters Score -2951375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2951376.000000 Penalty: 4981.235840
	Iteration 37Q: 3 clusters Score -2951376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2951376.750000 Penalty: 4981.235840
	Iteration 38Q: 3 clusters Score -2951377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2951379.250000 Penalty: 4981.235840
	Iteration 39Q: 3 clusters Score -2951379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2951379.250000 Penalty: 4981.235840
	Iteration 40F: 3 clusters Score -2951379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 54451 members 
Mstep: Class 4 contains 14598 members 
Mstep: Class 5 contains 184556 members 
Mstep: Class 6 contains 69896 members 
Mstep: Class 7 contains 183607 members 
Mstep: Class 8 contains 15363 members 
Mstep: Class 9 contains 83600 members 
Mstep: Class 10 contains 98617 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 187046 members 
Mstep: Class 14 contains 18335 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 104765 members 
Mstep: Class 17 contains 11199 members 
Mstep: Class 18 contains 20387 members 
Mstep: Class 19 contains 3253 members 
Mstep: Class 20 contains 8372 members 
Mstep: Class 21 contains 8439 members 
Mstep: Class 22 contains 10734 members 
Mstep: Class 23 contains 12365 members 
Mstep: Class 24 contains 13280 members 
Mstep: Class 25 contains 14325 members 
Mstep: Class 26 contains 31590 members 
Mstep: Class 27 contains 12777 members 
Mstep: Class 28 contains 17201 members 
Mstep: Class 29 contains 7618 members 
Mstep: Class 30 contains 2603 members 
Entering Unmasked Estep 
Score: -150816128.000000 Penalty: 104225.890625
Splitting cluster 18 changes total score from -150770016.000000 to -150816128.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (3253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Entering Unmasked Estep 
Score: -304791.187500 Penalty: 2005.658569
	Iteration 0F: 2 clusters Score -304791.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -302170.875000 Penalty: 4011.317139
	Iteration 0F: 3 clusters Score -302170.9 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -308833.875000 Penalty: 4011.317139
	Iteration 1F: 3 clusters Score -308833.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -311676.562500 Penalty: 4011.317139
	Iteration 2F: 3 clusters Score -311676.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -313495.468750 Penalty: 4011.317139
	Iteration 3Q: 3 clusters Score -313495.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -314970.812500 Penalty: 4011.317139
	Iteration 4Q: 3 clusters Score -314970.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -315496.906250 Penalty: 4011.317139
	Iteration 5Q: 3 clusters Score -315496.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -315706.906250 Penalty: 4011.317139
	Iteration 6Q: 3 clusters Score -315706.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -315814.843750 Penalty: 4011.317139
	Iteration 7Q: 3 clusters Score -315814.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -315883.500000 Penalty: 4011.317139
	Iteration 8Q: 3 clusters Score -315883.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -315929.000000 Penalty: 4011.317139
	Iteration 9Q: 3 clusters Score -315929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -315964.312500 Penalty: 4011.317139
	Iteration 10Q: 3 clusters Score -315964.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -316018.312500 Penalty: 4011.317139
	Iteration 11Q: 3 clusters Score -316018.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -316065.656250 Penalty: 4011.317139
	Iteration 12Q: 3 clusters Score -316065.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -316121.500000 Penalty: 4011.317139
	Iteration 13Q: 3 clusters Score -316121.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -316190.250000 Penalty: 4011.317139
	Iteration 14Q: 3 clusters Score -316190.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -316229.937500 Penalty: 4011.317139
	Iteration 15Q: 3 clusters Score -316229.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -316296.625000 Penalty: 4011.317139
	Iteration 16Q: 3 clusters Score -316296.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -316417.843750 Penalty: 4011.317139
	Iteration 17Q: 3 clusters Score -316417.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -316569.687500 Penalty: 4011.317139
	Iteration 18Q: 3 clusters Score -316569.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -316720.281250 Penalty: 4011.317139
	Iteration 19Q: 3 clusters Score -316720.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -317102.343750 Penalty: 4011.317139
	Iteration 20F: 3 clusters Score -317102.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -317614.468750 Penalty: 4011.317139
	Iteration 21Q: 3 clusters Score -317614.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -317767.250000 Penalty: 4011.317139
	Iteration 22Q: 3 clusters Score -317767.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -317776.031250 Penalty: 4011.317139
	Iteration 23Q: 3 clusters Score -317776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -317782.250000 Penalty: 4011.317139
	Iteration 24Q: 3 clusters Score -317782.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -317783.218750 Penalty: 4011.317139
	Iteration 25Q: 3 clusters Score -317783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -317783.875000 Penalty: 4011.317139
	Iteration 26Q: 3 clusters Score -317783.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -317783.875000 Penalty: 4011.317139
	Iteration 27F: 3 clusters Score -317783.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 54451 members 
Mstep: Class 4 contains 14598 members 
Mstep: Class 5 contains 184556 members 
Mstep: Class 6 contains 69896 members 
Mstep: Class 7 contains 183607 members 
Mstep: Class 8 contains 15363 members 
Mstep: Class 9 contains 83600 members 
Mstep: Class 10 contains 98617 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 187046 members 
Mstep: Class 14 contains 18335 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 104765 members 
Mstep: Class 17 contains 11199 members 
Mstep: Class 18 contains 20387 members 
Mstep: Class 19 contains 1995 members 
Mstep: Class 20 contains 8372 members 
Mstep: Class 21 contains 8439 members 
Mstep: Class 22 contains 10734 members 
Mstep: Class 23 contains 12365 members 
Mstep: Class 24 contains 13280 members 
Mstep: Class 25 contains 14325 members 
Mstep: Class 26 contains 31590 members 
Mstep: Class 27 contains 12777 members 
Mstep: Class 28 contains 17201 members 
Mstep: Class 29 contains 7618 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 1258 members 
Entering Unmasked Estep 
Score: -150827808.000000 Penalty: 107700.085938
Splitting cluster 19 changes total score from -150770016.000000 to -150827808.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (8372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Entering Unmasked Estep 
Score: -1060242.250000 Penalty: 2240.096680
	Iteration 0F: 2 clusters Score -1060242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1053807.375000 Penalty: 4480.193359
	Iteration 0F: 3 clusters Score -1053807 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1056141.250000 Penalty: 4480.193359
	Iteration 1F: 3 clusters Score -1056141 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1057562.375000 Penalty: 4480.193359
	Iteration 2F: 3 clusters Score -1057562 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1061950.000000 Penalty: 4480.193359
	Iteration 3F: 3 clusters Score -1061950 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1067201.750000 Penalty: 4480.193359
	Iteration 4F: 3 clusters Score -1067202 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1070116.750000 Penalty: 4480.193359
	Iteration 5F: 3 clusters Score -1070117 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1070583.625000 Penalty: 4480.193359
	Iteration 6Q: 3 clusters Score -1070584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1070668.750000 Penalty: 4480.193359
	Iteration 7Q: 3 clusters Score -1070669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1070706.750000 Penalty: 4480.193359
	Iteration 8Q: 3 clusters Score -1070707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1070721.500000 Penalty: 4480.193359
	Iteration 9Q: 3 clusters Score -1070722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1070740.500000 Penalty: 4480.193359
	Iteration 10Q: 3 clusters Score -1070740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1070748.875000 Penalty: 4480.193359
	Iteration 11Q: 3 clusters Score -1070749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1070751.750000 Penalty: 4480.193359
	Iteration 12Q: 3 clusters Score -1070752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1070751.250000 Penalty: 4480.193359
	Iteration 13Q: 3 clusters Score -1070751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1070751.500000 Penalty: 4480.193359
	Iteration 14F: 3 clusters Score -1070752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1070755.375000 Penalty: 4480.193359
	Iteration 15Q: 3 clusters Score -1070755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1070753.750000 Penalty: 4480.193359
	Iteration 16Q: 3 clusters Score -1070754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1070758.875000 Penalty: 4480.193359
	Iteration 17Q: 3 clusters Score -1070759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1070760.875000 Penalty: 4480.193359
	Iteration 18Q: 3 clusters Score -1070761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1070760.875000 Penalty: 4480.193359
	Iteration 19F: 3 clusters Score -1070761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 54451 members 
Mstep: Class 4 contains 14598 members 
Mstep: Class 5 contains 184556 members 
Mstep: Class 6 contains 69896 members 
Mstep: Class 7 contains 183607 members 
Mstep: Class 8 contains 15363 members 
Mstep: Class 9 contains 83600 members 
Mstep: Class 10 contains 98617 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 187046 members 
Mstep: Class 14 contains 18335 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 104765 members 
Mstep: Class 17 contains 11199 members 
Mstep: Class 18 contains 20387 members 
Mstep: Class 19 contains 1995 members 
Mstep: Class 20 contains 7651 members 
Mstep: Class 21 contains 8439 members 
Mstep: Class 22 contains 10734 members 
Mstep: Class 23 contains 12365 members 
Mstep: Class 24 contains 13280 members 
Mstep: Class 25 contains 14325 members 
Mstep: Class 26 contains 31590 members 
Mstep: Class 27 contains 12777 members 
Mstep: Class 28 contains 17201 members 
Mstep: Class 29 contains 7618 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 1258 members 
Mstep: Class 32 contains 721 members 
Entering Unmasked Estep 
Score: -150836768.000000 Penalty: 111174.281250
Splitting cluster 20 changes total score from -150770016.000000 to -150836768.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 54451 members 
Mstep: Class 4 contains 14598 members 
Mstep: Class 5 contains 184556 members 
Mstep: Class 6 contains 69896 members 
Mstep: Class 7 contains 183607 members 
Mstep: Class 8 contains 15363 members 
Mstep: Class 9 contains 83600 members 
Mstep: Class 10 contains 98617 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 187046 members 
Mstep: Class 14 contains 18335 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 16 contains 104765 members 
Mstep: Class 17 contains 11199 members 
Mstep: Class 18 contains 20387 members 
Mstep: Class 19 contains 1995 members 
Mstep: Class 20 contains 7651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150853184.000000 Penalty: 111174.281250
Iteration 39Q: 33 clusters Score -1.508532e+08 nChanged 30737
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 8671 members 
Mstep: Class 3 contains 53621 members 
Mstep: Class 4 contains 14178 members 
Mstep: Class 5 contains 184860 members 
Mstep: Class 6 contains 70612 members 
Mstep: Class 7 contains 186226 members 
Mstep: Class 8 contains 14739 members 
Mstep: Class 9 contains 82616 members 
Mstep: Class 10 contains 100606 members 
Mstep: Class 11 contains 4394 members 
Mstep: Class 12 contains 4049 members 
Mstep: Class 13 contains 184977 members 
Mstep: Class 14 contains 19081 members 
Mstep: Class 15 contains 4309 members 
Mstep: Class 16 contains 105351 members 
Mstep: Class 17 contains 10997 members 
Mstep: Class 18 contains 20785 members 
Mstep: Class 19 contains 1994 members 
Mstep: Class 20 contains 8474 members 
Mstep: Class 21 contains 7947 members 
Mstep: Class 22 contains 10288 members 
Mstep: Class 23 contains 12140 members 
Mstep: Class 24 contains 13221 members 
Mstep: Class 25 contains 13858 members 
Mstep: Class 26 contains 30231 members 
Mstep: Class 27 contains 12327 members 
Mstep: Class 28 contains 16551 members 
Mstep: Class 29 contains 7485 members 
Mstep: Class 30 contains 2548 members 
Mstep: Class 31 contains 1251 members 
Mstep: Class 32 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150868896.000000 Penalty: 111174.281250
Iteration 40F: 33 clusters Score -1.508689e+08 nChanged 22596
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 8208 members 
Mstep: Class 3 contains 52921 members 
Mstep: Class 4 contains 13434 members 
Mstep: Class 5 contains 184635 members 
Mstep: Class 6 contains 70760 members 
Mstep: Class 7 contains 186176 members 
Mstep: Class 8 contains 14241 members 
Mstep: Class 9 contains 81886 members 
Mstep: Class 10 contains 100123 members 
Mstep: Class 11 contains 4415 members 
Mstep: Class 12 contains 4607 members 
Mstep: Class 13 contains 183073 members 
Mstep: Class 14 contains 19193 members 
Mstep: Class 15 contains 4432 members 
Mstep: Class 16 contains 103879 members 
Mstep: Class 17 contains 10874 members 
Mstep: Class 18 contains 21600 members 
Mstep: Class 19 contains 1990 members 
Mstep: Class 20 contains 8900 members 
Mstep: Class 21 contains 7756 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 13267 members 
Mstep: Class 24 contains 13577 members 
Mstep: Class 25 contains 15458 members 
Mstep: Class 26 contains 30190 members 
Mstep: Class 27 contains 13691 members 
Mstep: Class 28 contains 16556 members 
Mstep: Class 29 contains 8112 members 
Mstep: Class 30 contains 2589 members 
Mstep: Class 31 contains 1239 members 
Mstep: Class 32 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150876704.000000 Penalty: 111174.281250
Iteration 41Q: 33 clusters Score -1.508767e+08 nChanged 14264
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 7903 members 
Mstep: Class 3 contains 52289 members 
Mstep: Class 4 contains 12880 members 
Mstep: Class 5 contains 184565 members 
Mstep: Class 6 contains 71009 members 
Mstep: Class 7 contains 186275 members 
Mstep: Class 8 contains 13895 members 
Mstep: Class 9 contains 81347 members 
Mstep: Class 10 contains 99889 members 
Mstep: Class 11 contains 4455 members 
Mstep: Class 12 contains 5095 members 
Mstep: Class 13 contains 181687 members 
Mstep: Class 14 contains 19293 members 
Mstep: Class 15 contains 4595 members 
Mstep: Class 16 contains 102769 members 
Mstep: Class 17 contains 10635 members 
Mstep: Class 18 contains 22290 members 
Mstep: Class 19 contains 1983 members 
Mstep: Class 20 contains 9185 members 
Mstep: Class 21 contains 7640 members 
Mstep: Class 22 contains 10215 members 
Mstep: Class 23 contains 14054 members 
Mstep: Class 24 contains 13804 members 
Mstep: Class 25 contains 16637 members 
Mstep: Class 26 contains 30015 members 
Mstep: Class 27 contains 14522 members 
Mstep: Class 28 contains 16518 members 
Mstep: Class 29 contains 8492 members 
Mstep: Class 30 contains 2609 members 
Mstep: Class 31 contains 1210 members 
Mstep: Class 32 contains 989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150881088.000000 Penalty: 111174.281250
Iteration 42Q: 33 clusters Score -1.508811e+08 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 7673 members 
Mstep: Class 3 contains 51758 members 
Mstep: Class 4 contains 12535 members 
Mstep: Class 5 contains 184398 members 
Mstep: Class 6 contains 71192 members 
Mstep: Class 7 contains 186375 members 
Mstep: Class 8 contains 13568 members 
Mstep: Class 9 contains 80876 members 
Mstep: Class 10 contains 99774 members 
Mstep: Class 11 contains 4489 members 
Mstep: Class 12 contains 5511 members 
Mstep: Class 13 contains 180595 members 
Mstep: Class 14 contains 19365 members 
Mstep: Class 15 contains 4733 members 
Mstep: Class 16 contains 101898 members 
Mstep: Class 17 contains 10322 members 
Mstep: Class 18 contains 22962 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 9385 members 
Mstep: Class 21 contains 7565 members 
Mstep: Class 22 contains 10162 members 
Mstep: Class 23 contains 14770 members 
Mstep: Class 24 contains 13962 members 
Mstep: Class 25 contains 17617 members 
Mstep: Class 26 contains 29822 members 
Mstep: Class 27 contains 15233 members 
Mstep: Class 28 contains 16463 members 
Mstep: Class 29 contains 8780 members 
Mstep: Class 30 contains 2635 members 
Mstep: Class 31 contains 1204 members 
Mstep: Class 32 contains 1049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150884720.000000 Penalty: 111174.281250
Iteration 43Q: 33 clusters Score -1.508847e+08 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7521 members 
Mstep: Class 3 contains 51310 members 
Mstep: Class 4 contains 12296 members 
Mstep: Class 5 contains 184128 members 
Mstep: Class 6 contains 71318 members 
Mstep: Class 7 contains 186453 members 
Mstep: Class 8 contains 13322 members 
Mstep: Class 9 contains 80482 members 
Mstep: Class 10 contains 99601 members 
Mstep: Class 11 contains 4526 members 
Mstep: Class 12 contains 5882 members 
Mstep: Class 13 contains 179742 members 
Mstep: Class 14 contains 19419 members 
Mstep: Class 15 contains 4851 members 
Mstep: Class 16 contains 101174 members 
Mstep: Class 17 contains 10023 members 
Mstep: Class 18 contains 23609 members 
Mstep: Class 19 contains 1987 members 
Mstep: Class 20 contains 9512 members 
Mstep: Class 21 contains 7526 members 
Mstep: Class 22 contains 10113 members 
Mstep: Class 23 contains 15493 members 
Mstep: Class 24 contains 14086 members 
Mstep: Class 25 contains 18463 members 
Mstep: Class 26 contains 29607 members 
Mstep: Class 27 contains 15837 members 
Mstep: Class 28 contains 16413 members 
Mstep: Class 29 contains 8973 members 
Mstep: Class 30 contains 2670 members 
Mstep: Class 31 contains 1202 members 
Mstep: Class 32 contains 1070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150886896.000000 Penalty: 111174.281250
Iteration 44Q: 33 clusters Score -1.508869e+08 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 7384 members 
Mstep: Class 3 contains 50942 members 
Mstep: Class 4 contains 12135 members 
Mstep: Class 5 contains 183791 members 
Mstep: Class 6 contains 71454 members 
Mstep: Class 7 contains 186444 members 
Mstep: Class 8 contains 13089 members 
Mstep: Class 9 contains 80167 members 
Mstep: Class 10 contains 99423 members 
Mstep: Class 11 contains 4544 members 
Mstep: Class 12 contains 6197 members 
Mstep: Class 13 contains 178978 members 
Mstep: Class 14 contains 19470 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 100541 members 
Mstep: Class 17 contains 9756 members 
Mstep: Class 18 contains 24271 members 
Mstep: Class 19 contains 1989 members 
Mstep: Class 20 contains 9616 members 
Mstep: Class 21 contains 7495 members 
Mstep: Class 22 contains 10058 members 
Mstep: Class 23 contains 16200 members 
Mstep: Class 24 contains 14192 members 
Mstep: Class 25 contains 19214 members 
Mstep: Class 26 contains 29425 members 
Mstep: Class 27 contains 16396 members 
Mstep: Class 28 contains 16354 members 
Mstep: Class 29 contains 9140 members 
Mstep: Class 30 contains 2721 members 
Mstep: Class 31 contains 1201 members 
Mstep: Class 32 contains 1075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150887840.000000 Penalty: 111174.281250
Iteration 45Q: 33 clusters Score -1.508878e+08 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7252 members 
Mstep: Class 3 contains 50652 members 
Mstep: Class 4 contains 12036 members 
Mstep: Class 5 contains 183435 members 
Mstep: Class 6 contains 71593 members 
Mstep: Class 7 contains 186382 members 
Mstep: Class 8 contains 12868 members 
Mstep: Class 9 contains 79860 members 
Mstep: Class 10 contains 99276 members 
Mstep: Class 11 contains 4573 members 
Mstep: Class 12 contains 6434 members 
Mstep: Class 13 contains 178337 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 5027 members 
Mstep: Class 16 contains 100017 members 
Mstep: Class 17 contains 9544 members 
Mstep: Class 18 contains 24813 members 
Mstep: Class 19 contains 1989 members 
Mstep: Class 20 contains 9690 members 
Mstep: Class 21 contains 7482 members 
Mstep: Class 22 contains 9998 members 
Mstep: Class 23 contains 16873 members 
Mstep: Class 24 contains 14270 members 
Mstep: Class 25 contains 19853 members 
Mstep: Class 26 contains 29305 members 
Mstep: Class 27 contains 16883 members 
Mstep: Class 28 contains 16297 members 
Mstep: Class 29 contains 9280 members 
Mstep: Class 30 contains 2789 members 
Mstep: Class 31 contains 1201 members 
Mstep: Class 32 contains 1077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150889568.000000 Penalty: 111174.281250
Iteration 46Q: 33 clusters Score -1.508896e+08 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 50424 members 
Mstep: Class 4 contains 11983 members 
Mstep: Class 5 contains 183037 members 
Mstep: Class 6 contains 71703 members 
Mstep: Class 7 contains 186308 members 
Mstep: Class 8 contains 12649 members 
Mstep: Class 9 contains 79586 members 
Mstep: Class 10 contains 99227 members 
Mstep: Class 11 contains 4603 members 
Mstep: Class 12 contains 6613 members 
Mstep: Class 13 contains 177784 members 
Mstep: Class 14 contains 19524 members 
Mstep: Class 15 contains 5102 members 
Mstep: Class 16 contains 99624 members 
Mstep: Class 17 contains 9340 members 
Mstep: Class 18 contains 25324 members 
Mstep: Class 19 contains 1989 members 
Mstep: Class 20 contains 9742 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9963 members 
Mstep: Class 23 contains 17419 members 
Mstep: Class 24 contains 14329 members 
Mstep: Class 25 contains 20377 members 
Mstep: Class 26 contains 29188 members 
Mstep: Class 27 contains 17311 members 
Mstep: Class 28 contains 16246 members 
Mstep: Class 29 contains 9374 members 
Mstep: Class 30 contains 2876 members 
Mstep: Class 31 contains 1201 members 
Mstep: Class 32 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150890304.000000 Penalty: 111174.281250
Iteration 47Q: 33 clusters Score -1.508903e+08 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 7095 members 
Mstep: Class 3 contains 50231 members 
Mstep: Class 4 contains 11955 members 
Mstep: Class 5 contains 182637 members 
Mstep: Class 6 contains 71842 members 
Mstep: Class 7 contains 186288 members 
Mstep: Class 8 contains 12445 members 
Mstep: Class 9 contains 79305 members 
Mstep: Class 10 contains 99237 members 
Mstep: Class 11 contains 4606 members 
Mstep: Class 12 contains 6772 members 
Mstep: Class 13 contains 177285 members 
Mstep: Class 14 contains 19533 members 
Mstep: Class 15 contains 5159 members 
Mstep: Class 16 contains 99276 members 
Mstep: Class 17 contains 9153 members 
Mstep: Class 18 contains 25750 members 
Mstep: Class 19 contains 1989 members 
Mstep: Class 20 contains 9784 members 
Mstep: Class 21 contains 7490 members 
Mstep: Class 22 contains 9921 members 
Mstep: Class 23 contains 17952 members 
Mstep: Class 24 contains 14380 members 
Mstep: Class 25 contains 20850 members 
Mstep: Class 26 contains 29062 members 
Mstep: Class 27 contains 17671 members 
Mstep: Class 28 contains 16186 members 
Mstep: Class 29 contains 9441 members 
Mstep: Class 30 contains 2991 members 
Mstep: Class 31 contains 1201 members 
Mstep: Class 32 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150891536.000000 Penalty: 111174.281250
Iteration 48Q: 33 clusters Score -1.508915e+08 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 7040 members 
Mstep: Class 3 contains 50041 members 
Mstep: Class 4 contains 11903 members 
Mstep: Class 5 contains 182216 members 
Mstep: Class 6 contains 71987 members 
Mstep: Class 7 contains 186253 members 
Mstep: Class 8 contains 12246 members 
Mstep: Class 9 contains 79019 members 
Mstep: Class 10 contains 99222 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 6917 members 
Mstep: Class 13 contains 176809 members 
Mstep: Class 14 contains 19523 members 
Mstep: Class 15 contains 5197 members 
Mstep: Class 16 contains 99001 members 
Mstep: Class 17 contains 9031 members 
Mstep: Class 18 contains 26154 members 
Mstep: Class 19 contains 1989 members 
Mstep: Class 20 contains 9807 members 
Mstep: Class 21 contains 7490 members 
Mstep: Class 22 contains 9889 members 
Mstep: Class 23 contains 18480 members 
Mstep: Class 24 contains 14417 members 
Mstep: Class 25 contains 21251 members 
Mstep: Class 26 contains 28955 members 
Mstep: Class 27 contains 18007 members 
Mstep: Class 28 contains 16149 members 
Mstep: Class 29 contains 9535 members 
Mstep: Class 30 contains 3148 members 
Mstep: Class 31 contains 1200 members 
Mstep: Class 32 contains 1077 members 
Entering Unmasked Estep 
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Score: -150892128.000000 Penalty: 111174.281250
Iteration 49Q: 33 clusters Score -1.508921e+08 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6985 members 
Mstep: Class 3 contains 49842 members 
Mstep: Class 4 contains 11872 members 
Mstep: Class 5 contains 181860 members 
Mstep: Class 6 contains 72097 members 
Mstep: Class 7 contains 186195 members 
Mstep: Class 8 contains 12068 members 
Mstep: Class 9 contains 78772 members 
Mstep: Class 10 contains 99214 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 7070 members 
Mstep: Class 13 contains 176362 members 
Mstep: Class 14 contains 19518 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 98735 members 
Mstep: Class 17 contains 8911 members 
Mstep: Class 18 contains 26450 members 
Mstep: Class 19 contains 1990 members 
Mstep: Class 20 contains 9834 members 
Mstep: Class 21 contains 7483 members 
Mstep: Class 22 contains 9869 members 
Mstep: Class 23 contains 19012 members 
Mstep: Class 24 contains 14453 members 
Mstep: Class 25 contains 21640 members 
Mstep: Class 26 contains 28866 members 
Mstep: Class 27 contains 18272 members 
Mstep: Class 28 contains 16103 members 
Mstep: Class 29 contains 9633 members 
Mstep: Class 30 contains 3350 members 
Mstep: Class 31 contains 1199 members 
Mstep: Class 32 contains 1078 members 
Entering Unmasked Estep 
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Score: -150892736.000000 Penalty: 111174.281250
Iteration 50Q: 33 clusters Score -1.508927e+08 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 49667 members 
Mstep: Class 4 contains 11857 members 
Mstep: Class 5 contains 181427 members 
Mstep: Class 6 contains 72185 members 
Mstep: Class 7 contains 186139 members 
Mstep: Class 8 contains 11928 members 
Mstep: Class 9 contains 78522 members 
Mstep: Class 10 contains 99257 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 7184 members 
Mstep: Class 13 contains 175985 members 
Mstep: Class 14 contains 19532 members 
Mstep: Class 15 contains 5257 members 
Mstep: Class 16 contains 98511 members 
Mstep: Class 17 contains 8787 members 
Mstep: Class 18 contains 26733 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 20 contains 9848 members 
Mstep: Class 21 contains 7478 members 
Mstep: Class 22 contains 9843 members 
Mstep: Class 23 contains 19539 members 
Mstep: Class 24 contains 14482 members 
Mstep: Class 25 contains 21962 members 
Mstep: Class 26 contains 28786 members 
Mstep: Class 27 contains 18515 members 
Mstep: Class 28 contains 16065 members 
Mstep: Class 29 contains 9714 members 
Mstep: Class 30 contains 3544 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 1081 members 
Entering Unmasked Estep 
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Iteration 51Q: 33 clusters Score -1.508937e+08 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 49505 members 
Mstep: Class 4 contains 11828 members 
Mstep: Class 5 contains 181008 members 
Mstep: Class 6 contains 72254 members 
Mstep: Class 7 contains 186095 members 
Mstep: Class 8 contains 11796 members 
Mstep: Class 9 contains 78266 members 
Mstep: Class 10 contains 99326 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 7288 members 
Mstep: Class 13 contains 175625 members 
Mstep: Class 14 contains 19548 members 
Mstep: Class 15 contains 5285 members 
Mstep: Class 16 contains 98328 members 
Mstep: Class 17 contains 8678 members 
Mstep: Class 18 contains 27059 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 20 contains 9861 members 
Mstep: Class 21 contains 7482 members 
Mstep: Class 22 contains 9826 members 
Mstep: Class 23 contains 20058 members 
Mstep: Class 24 contains 14501 members 
Mstep: Class 25 contains 22237 members 
Mstep: Class 26 contains 28700 members 
Mstep: Class 27 contains 18723 members 
Mstep: Class 28 contains 16026 members 
Mstep: Class 29 contains 9793 members 
Mstep: Class 30 contains 3703 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 1082 members 
Entering Unmasked Estep 
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Iteration 52Q: 33 clusters Score -1.508939e+08 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 49348 members 
Mstep: Class 4 contains 11795 members 
Mstep: Class 5 contains 180617 members 
Mstep: Class 6 contains 72299 members 
Mstep: Class 7 contains 186066 members 
Mstep: Class 8 contains 11684 members 
Mstep: Class 9 contains 78016 members 
Mstep: Class 10 contains 99372 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 175309 members 
Mstep: Class 14 contains 19560 members 
Mstep: Class 15 contains 5311 members 
Mstep: Class 16 contains 98174 members 
Mstep: Class 17 contains 8573 members 
Mstep: Class 18 contains 27373 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 20 contains 9877 members 
Mstep: Class 21 contains 7480 members 
Mstep: Class 22 contains 9819 members 
Mstep: Class 23 contains 20623 members 
Mstep: Class 24 contains 14516 members 
Mstep: Class 25 contains 22459 members 
Mstep: Class 26 contains 28618 members 
Mstep: Class 27 contains 18888 members 
Mstep: Class 28 contains 15991 members 
Mstep: Class 29 contains 9871 members 
Mstep: Class 30 contains 3831 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 1083 members 
Entering Unmasked Estep 
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Iteration 53Q: 33 clusters Score -1.508951e+08 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6798 members 
Mstep: Class 3 contains 49226 members 
Mstep: Class 4 contains 11776 members 
Mstep: Class 5 contains 180175 members 
Mstep: Class 6 contains 72333 members 
Mstep: Class 7 contains 186076 members 
Mstep: Class 8 contains 11598 members 
Mstep: Class 9 contains 77780 members 
Mstep: Class 10 contains 99410 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 7456 members 
Mstep: Class 13 contains 175011 members 
Mstep: Class 14 contains 19573 members 
Mstep: Class 15 contains 5338 members 
Mstep: Class 16 contains 98043 members 
Mstep: Class 17 contains 8473 members 
Mstep: Class 18 contains 27684 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 20 contains 9883 members 
Mstep: Class 21 contains 7478 members 
Mstep: Class 22 contains 9809 members 
Mstep: Class 23 contains 21215 members 
Mstep: Class 24 contains 14529 members 
Mstep: Class 25 contains 22653 members 
Mstep: Class 26 contains 28529 members 
Mstep: Class 27 contains 19042 members 
Mstep: Class 28 contains 15970 members 
Mstep: Class 29 contains 9925 members 
Mstep: Class 30 contains 3922 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 1085 members 
Entering Unmasked Estep 
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Iteration 54Q: 33 clusters Score -1.508953e+08 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 6751 members 
Mstep: Class 3 contains 49116 members 
Mstep: Class 4 contains 11741 members 
Mstep: Class 5 contains 179788 members 
Mstep: Class 6 contains 72372 members 
Mstep: Class 7 contains 186124 members 
Mstep: Class 8 contains 11519 members 
Mstep: Class 9 contains 77566 members 
Mstep: Class 10 contains 99445 members 
Mstep: Class 11 contains 4589 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 174708 members 
Mstep: Class 14 contains 19593 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 97939 members 
Mstep: Class 17 contains 8400 members 
Mstep: Class 18 contains 28004 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 20 contains 9885 members 
Mstep: Class 21 contains 7481 members 
Mstep: Class 22 contains 9802 members 
Mstep: Class 23 contains 21718 members 
Mstep: Class 24 contains 14542 members 
Mstep: Class 25 contains 22811 members 
Mstep: Class 26 contains 28447 members 
Mstep: Class 27 contains 19184 members 
Mstep: Class 28 contains 15951 members 
Mstep: Class 29 contains 9965 members 
Mstep: Class 30 contains 3984 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 1086 members 
Entering Unmasked Estep 
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Iteration 55Q: 33 clusters Score -1.508955e+08 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6706 members 
Mstep: Class 3 contains 49024 members 
Mstep: Class 4 contains 11718 members 
Mstep: Class 5 contains 179354 members 
Mstep: Class 6 contains 72404 members 
Mstep: Class 7 contains 186147 members 
Mstep: Class 8 contains 11443 members 
Mstep: Class 9 contains 77398 members 
Mstep: Class 10 contains 99503 members 
Mstep: Class 11 contains 4588 members 
Mstep: Class 12 contains 7586 members 
Mstep: Class 13 contains 174434 members 
Mstep: Class 14 contains 19616 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 97856 members 
Mstep: Class 17 contains 8337 members 
Mstep: Class 18 contains 28302 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 20 contains 9891 members 
Mstep: Class 21 contains 7483 members 
Mstep: Class 22 contains 9794 members 
Mstep: Class 23 contains 22211 members 
Mstep: Class 24 contains 14558 members 
Mstep: Class 25 contains 22947 members 
Mstep: Class 26 contains 28370 members 
Mstep: Class 27 contains 19286 members 
Mstep: Class 28 contains 15926 members 
Mstep: Class 29 contains 10023 members 
Mstep: Class 30 contains 4026 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 1086 members 
Entering Unmasked Estep 
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Iteration 56Q: 33 clusters Score -1.508957e+08 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 6670 members 
Mstep: Class 3 contains 48951 members 
Mstep: Class 4 contains 11704 members 
Mstep: Class 5 contains 178922 members 
Mstep: Class 6 contains 72440 members 
Mstep: Class 7 contains 186160 members 
Mstep: Class 8 contains 11370 members 
Mstep: Class 9 contains 77252 members 
Mstep: Class 10 contains 99568 members 
Mstep: Class 11 contains 4587 members 
Mstep: Class 12 contains 7626 members 
Mstep: Class 13 contains 174209 members 
Mstep: Class 14 contains 19628 members 
Mstep: Class 15 contains 5383 members 
Mstep: Class 16 contains 97771 members 
Mstep: Class 17 contains 8292 members 
Mstep: Class 18 contains 28562 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 20 contains 9898 members 
Mstep: Class 21 contains 7488 members 
Mstep: Class 22 contains 9785 members 
Mstep: Class 23 contains 22699 members 
Mstep: Class 24 contains 14566 members 
Mstep: Class 25 contains 23079 members 
Mstep: Class 26 contains 28303 members 
Mstep: Class 27 contains 19359 members 
Mstep: Class 28 contains 15908 members 
Mstep: Class 29 contains 10071 members 
Mstep: Class 30 contains 4049 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 1087 members 
Entering Unmasked Estep 
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Iteration 57Q: 33 clusters Score -1.508956e+08 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6647 members 
Mstep: Class 3 contains 48862 members 
Mstep: Class 4 contains 11687 members 
Mstep: Class 5 contains 178485 members 
Mstep: Class 6 contains 72483 members 
Mstep: Class 7 contains 186177 members 
Mstep: Class 8 contains 11299 members 
Mstep: Class 9 contains 77133 members 
Mstep: Class 10 contains 99592 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 174038 members 
Mstep: Class 14 contains 19637 members 
Mstep: Class 15 contains 5397 members 
Mstep: Class 16 contains 97705 members 
Mstep: Class 17 contains 8254 members 
Mstep: Class 18 contains 28810 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 20 contains 9907 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 9780 members 
Mstep: Class 23 contains 23178 members 
Mstep: Class 24 contains 14570 members 
Mstep: Class 25 contains 23200 members 
Mstep: Class 26 contains 28226 members 
Mstep: Class 27 contains 19420 members 
Mstep: Class 28 contains 15893 members 
Mstep: Class 29 contains 10108 members 
Mstep: Class 30 contains 4067 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 1087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150895520.000000 Penalty: 111174.281250
Iteration 58Q: 33 clusters Score -1.508955e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6606 members 
Mstep: Class 3 contains 48802 members 
Mstep: Class 4 contains 11677 members 
Mstep: Class 5 contains 178111 members 
Mstep: Class 6 contains 72516 members 
Mstep: Class 7 contains 186195 members 
Mstep: Class 8 contains 11235 members 
Mstep: Class 9 contains 77042 members 
Mstep: Class 10 contains 99584 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 7689 members 
Mstep: Class 13 contains 173863 members 
Mstep: Class 14 contains 19639 members 
Mstep: Class 15 contains 5411 members 
Mstep: Class 16 contains 97638 members 
Mstep: Class 17 contains 8217 members 
Mstep: Class 18 contains 29039 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 20 contains 9912 members 
Mstep: Class 21 contains 7484 members 
Mstep: Class 22 contains 9775 members 
Mstep: Class 23 contains 23646 members 
Mstep: Class 24 contains 14576 members 
Mstep: Class 25 contains 23310 members 
Mstep: Class 26 contains 28168 members 
Mstep: Class 27 contains 19477 members 
Mstep: Class 28 contains 15883 members 
Mstep: Class 29 contains 10133 members 
Mstep: Class 30 contains 4079 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 1087 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 33 clusters Score -1.50896e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 6582 members 
Mstep: Class 3 contains 48763 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 177697 members 
Mstep: Class 6 contains 72544 members 
Mstep: Class 7 contains 186186 members 
Mstep: Class 8 contains 11177 members 
Mstep: Class 9 contains 76955 members 
Mstep: Class 10 contains 99594 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 7720 members 
Mstep: Class 13 contains 173728 members 
Mstep: Class 14 contains 19648 members 
Mstep: Class 15 contains 5423 members 
Mstep: Class 16 contains 97594 members 
Mstep: Class 17 contains 8189 members 
Mstep: Class 18 contains 29220 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 20 contains 9915 members 
Mstep: Class 21 contains 7477 members 
Mstep: Class 22 contains 9770 members 
Mstep: Class 23 contains 24138 members 
Mstep: Class 24 contains 14578 members 
Mstep: Class 25 contains 23390 members 
Mstep: Class 26 contains 28109 members 
Mstep: Class 27 contains 19529 members 
Mstep: Class 28 contains 15876 members 
Mstep: Class 29 contains 10152 members 
Mstep: Class 30 contains 4090 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 1087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150897200.000000 Penalty: 111174.281250
Iteration 60F: 33 clusters Score -1.508972e+08 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6568 members 
Mstep: Class 3 contains 48715 members 
Mstep: Class 4 contains 11666 members 
Mstep: Class 5 contains 177284 members 
Mstep: Class 6 contains 72562 members 
Mstep: Class 7 contains 186121 members 
Mstep: Class 8 contains 11121 members 
Mstep: Class 9 contains 76846 members 
Mstep: Class 10 contains 99564 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 7767 members 
Mstep: Class 13 contains 173592 members 
Mstep: Class 14 contains 19652 members 
Mstep: Class 15 contains 5423 members 
Mstep: Class 16 contains 97554 members 
Mstep: Class 17 contains 8155 members 
Mstep: Class 18 contains 29339 members 
Mstep: Class 19 contains 1990 members 
Mstep: Class 20 contains 9921 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9765 members 
Mstep: Class 23 contains 24650 members 
Mstep: Class 24 contains 14582 members 
Mstep: Class 25 contains 23463 members 
Mstep: Class 26 contains 28059 members 
Mstep: Class 27 contains 19613 members 
Mstep: Class 28 contains 15867 members 
Mstep: Class 29 contains 10168 members 
Mstep: Class 30 contains 4193 members 
Mstep: Class 31 contains 1144 members 
Mstep: Class 32 contains 1167 members 
Entering Unmasked Estep 
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Iteration 61Q: 33 clusters Score -1.508975e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6567 members 
Mstep: Class 3 contains 48676 members 
Mstep: Class 4 contains 11655 members 
Mstep: Class 5 contains 176846 members 
Mstep: Class 6 contains 72582 members 
Mstep: Class 7 contains 186070 members 
Mstep: Class 8 contains 11060 members 
Mstep: Class 9 contains 76757 members 
Mstep: Class 10 contains 99574 members 
Mstep: Class 11 contains 4575 members 
Mstep: Class 12 contains 7803 members 
Mstep: Class 13 contains 173470 members 
Mstep: Class 14 contains 19661 members 
Mstep: Class 15 contains 5433 members 
Mstep: Class 16 contains 97502 members 
Mstep: Class 17 contains 8129 members 
Mstep: Class 18 contains 29472 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9927 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 25124 members 
Mstep: Class 24 contains 14590 members 
Mstep: Class 25 contains 23555 members 
Mstep: Class 26 contains 28006 members 
Mstep: Class 27 contains 19691 members 
Mstep: Class 28 contains 15861 members 
Mstep: Class 29 contains 10191 members 
Mstep: Class 30 contains 4247 members 
Mstep: Class 31 contains 1135 members 
Mstep: Class 32 contains 1186 members 
Entering Unmasked Estep 
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Iteration 62Q: 33 clusters Score -1.508984e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 48633 members 
Mstep: Class 4 contains 11650 members 
Mstep: Class 5 contains 176480 members 
Mstep: Class 6 contains 72600 members 
Mstep: Class 7 contains 186008 members 
Mstep: Class 8 contains 11011 members 
Mstep: Class 9 contains 76677 members 
Mstep: Class 10 contains 99598 members 
Mstep: Class 11 contains 4557 members 
Mstep: Class 12 contains 7824 members 
Mstep: Class 13 contains 173354 members 
Mstep: Class 14 contains 19661 members 
Mstep: Class 15 contains 5443 members 
Mstep: Class 16 contains 97458 members 
Mstep: Class 17 contains 8111 members 
Mstep: Class 18 contains 29574 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9932 members 
Mstep: Class 21 contains 7498 members 
Mstep: Class 22 contains 9758 members 
Mstep: Class 23 contains 25592 members 
Mstep: Class 24 contains 14603 members 
Mstep: Class 25 contains 23634 members 
Mstep: Class 26 contains 27951 members 
Mstep: Class 27 contains 19777 members 
Mstep: Class 28 contains 15855 members 
Mstep: Class 29 contains 10207 members 
Mstep: Class 30 contains 4274 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1191 members 
Entering Unmasked Estep 
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Iteration 63Q: 33 clusters Score -1.508991e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 48587 members 
Mstep: Class 4 contains 11650 members 
Mstep: Class 5 contains 176136 members 
Mstep: Class 6 contains 72617 members 
Mstep: Class 7 contains 185952 members 
Mstep: Class 8 contains 10972 members 
Mstep: Class 9 contains 76600 members 
Mstep: Class 10 contains 99582 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 7852 members 
Mstep: Class 13 contains 173228 members 
Mstep: Class 14 contains 19667 members 
Mstep: Class 15 contains 5451 members 
Mstep: Class 16 contains 97424 members 
Mstep: Class 17 contains 8093 members 
Mstep: Class 18 contains 29649 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9936 members 
Mstep: Class 21 contains 7497 members 
Mstep: Class 22 contains 9752 members 
Mstep: Class 23 contains 26077 members 
Mstep: Class 24 contains 14616 members 
Mstep: Class 25 contains 23706 members 
Mstep: Class 26 contains 27907 members 
Mstep: Class 27 contains 19851 members 
Mstep: Class 28 contains 15849 members 
Mstep: Class 29 contains 10221 members 
Mstep: Class 30 contains 4296 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1190 members 
Entering Unmasked Estep 
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Iteration 64Q: 33 clusters Score -1.508988e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6557 members 
Mstep: Class 3 contains 48542 members 
Mstep: Class 4 contains 11640 members 
Mstep: Class 5 contains 175764 members 
Mstep: Class 6 contains 72630 members 
Mstep: Class 7 contains 185884 members 
Mstep: Class 8 contains 10937 members 
Mstep: Class 9 contains 76540 members 
Mstep: Class 10 contains 99599 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 7885 members 
Mstep: Class 13 contains 173129 members 
Mstep: Class 14 contains 19673 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 97396 members 
Mstep: Class 17 contains 8075 members 
Mstep: Class 18 contains 29713 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9942 members 
Mstep: Class 21 contains 7495 members 
Mstep: Class 22 contains 9751 members 
Mstep: Class 23 contains 26548 members 
Mstep: Class 24 contains 14634 members 
Mstep: Class 25 contains 23768 members 
Mstep: Class 26 contains 27851 members 
Mstep: Class 27 contains 19924 members 
Mstep: Class 28 contains 15843 members 
Mstep: Class 29 contains 10242 members 
Mstep: Class 30 contains 4308 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1190 members 
Entering Unmasked Estep 
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Iteration 65Q: 33 clusters Score -1.50899e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 48514 members 
Mstep: Class 4 contains 11631 members 
Mstep: Class 5 contains 175400 members 
Mstep: Class 6 contains 72652 members 
Mstep: Class 7 contains 185837 members 
Mstep: Class 8 contains 10895 members 
Mstep: Class 9 contains 76482 members 
Mstep: Class 10 contains 99620 members 
Mstep: Class 11 contains 4566 members 
Mstep: Class 12 contains 7903 members 
Mstep: Class 13 contains 173009 members 
Mstep: Class 14 contains 19678 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 97358 members 
Mstep: Class 17 contains 8061 members 
Mstep: Class 18 contains 29774 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9944 members 
Mstep: Class 21 contains 7492 members 
Mstep: Class 22 contains 9752 members 
Mstep: Class 23 contains 27017 members 
Mstep: Class 24 contains 14645 members 
Mstep: Class 25 contains 23837 members 
Mstep: Class 26 contains 27804 members 
Mstep: Class 27 contains 19976 members 
Mstep: Class 28 contains 15838 members 
Mstep: Class 29 contains 10264 members 
Mstep: Class 30 contains 4320 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1191 members 
Entering Unmasked Estep 
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Iteration 66Q: 33 clusters Score -1.508993e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6546 members 
Mstep: Class 3 contains 48500 members 
Mstep: Class 4 contains 11629 members 
Mstep: Class 5 contains 175041 members 
Mstep: Class 6 contains 72669 members 
Mstep: Class 7 contains 185814 members 
Mstep: Class 8 contains 10861 members 
Mstep: Class 9 contains 76425 members 
Mstep: Class 10 contains 99651 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 7917 members 
Mstep: Class 13 contains 172896 members 
Mstep: Class 14 contains 19681 members 
Mstep: Class 15 contains 5477 members 
Mstep: Class 16 contains 97322 members 
Mstep: Class 17 contains 8044 members 
Mstep: Class 18 contains 29836 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9945 members 
Mstep: Class 21 contains 7491 members 
Mstep: Class 22 contains 9750 members 
Mstep: Class 23 contains 27476 members 
Mstep: Class 24 contains 14650 members 
Mstep: Class 25 contains 23900 members 
Mstep: Class 26 contains 27754 members 
Mstep: Class 27 contains 20010 members 
Mstep: Class 28 contains 15830 members 
Mstep: Class 29 contains 10278 members 
Mstep: Class 30 contains 4329 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1192 members 
Entering Unmasked Estep 
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Iteration 67Q: 33 clusters Score -1.508998e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6539 members 
Mstep: Class 3 contains 48488 members 
Mstep: Class 4 contains 11629 members 
Mstep: Class 5 contains 174703 members 
Mstep: Class 6 contains 72686 members 
Mstep: Class 7 contains 185788 members 
Mstep: Class 8 contains 10833 members 
Mstep: Class 9 contains 76374 members 
Mstep: Class 10 contains 99668 members 
Mstep: Class 11 contains 4554 members 
Mstep: Class 12 contains 7939 members 
Mstep: Class 13 contains 172806 members 
Mstep: Class 14 contains 19682 members 
Mstep: Class 15 contains 5479 members 
Mstep: Class 16 contains 97289 members 
Mstep: Class 17 contains 8037 members 
Mstep: Class 18 contains 29903 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9947 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9750 members 
Mstep: Class 23 contains 27892 members 
Mstep: Class 24 contains 14656 members 
Mstep: Class 25 contains 23958 members 
Mstep: Class 26 contains 27704 members 
Mstep: Class 27 contains 20051 members 
Mstep: Class 28 contains 15820 members 
Mstep: Class 29 contains 10285 members 
Mstep: Class 30 contains 4333 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150900112.000000 Penalty: 111174.281250
Iteration 68Q: 33 clusters Score -1.509001e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6525 members 
Mstep: Class 3 contains 48472 members 
Mstep: Class 4 contains 11628 members 
Mstep: Class 5 contains 174400 members 
Mstep: Class 6 contains 72702 members 
Mstep: Class 7 contains 185770 members 
Mstep: Class 8 contains 10802 members 
Mstep: Class 9 contains 76326 members 
Mstep: Class 10 contains 99683 members 
Mstep: Class 11 contains 4551 members 
Mstep: Class 12 contains 7935 members 
Mstep: Class 13 contains 172709 members 
Mstep: Class 14 contains 19682 members 
Mstep: Class 15 contains 5481 members 
Mstep: Class 16 contains 97264 members 
Mstep: Class 17 contains 8028 members 
Mstep: Class 18 contains 29967 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9950 members 
Mstep: Class 21 contains 7493 members 
Mstep: Class 22 contains 9745 members 
Mstep: Class 23 contains 28308 members 
Mstep: Class 24 contains 14665 members 
Mstep: Class 25 contains 24002 members 
Mstep: Class 26 contains 27675 members 
Mstep: Class 27 contains 20081 members 
Mstep: Class 28 contains 15813 members 
Mstep: Class 29 contains 10290 members 
Mstep: Class 30 contains 4336 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150900128.000000 Penalty: 111174.281250
Iteration 69Q: 33 clusters Score -1.509001e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6526 members 
Mstep: Class 3 contains 48456 members 
Mstep: Class 4 contains 11627 members 
Mstep: Class 5 contains 174139 members 
Mstep: Class 6 contains 72721 members 
Mstep: Class 7 contains 185736 members 
Mstep: Class 8 contains 10768 members 
Mstep: Class 9 contains 76271 members 
Mstep: Class 10 contains 99693 members 
Mstep: Class 11 contains 4547 members 
Mstep: Class 12 contains 7941 members 
Mstep: Class 13 contains 172631 members 
Mstep: Class 14 contains 19683 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 97248 members 
Mstep: Class 17 contains 8017 members 
Mstep: Class 18 contains 29991 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9951 members 
Mstep: Class 21 contains 7497 members 
Mstep: Class 22 contains 9746 members 
Mstep: Class 23 contains 28696 members 
Mstep: Class 24 contains 14677 members 
Mstep: Class 25 contains 24042 members 
Mstep: Class 26 contains 27647 members 
Mstep: Class 27 contains 20103 members 
Mstep: Class 28 contains 15807 members 
Mstep: Class 29 contains 10297 members 
Mstep: Class 30 contains 4342 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150900384.000000 Penalty: 111174.281250
Iteration 70Q: 33 clusters Score -1.509004e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6523 members 
Mstep: Class 3 contains 48449 members 
Mstep: Class 4 contains 11625 members 
Mstep: Class 5 contains 173887 members 
Mstep: Class 6 contains 72730 members 
Mstep: Class 7 contains 185710 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 76227 members 
Mstep: Class 10 contains 99706 members 
Mstep: Class 11 contains 4542 members 
Mstep: Class 12 contains 7950 members 
Mstep: Class 13 contains 172546 members 
Mstep: Class 14 contains 19682 members 
Mstep: Class 15 contains 5492 members 
Mstep: Class 16 contains 97234 members 
Mstep: Class 17 contains 8001 members 
Mstep: Class 18 contains 30019 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9951 members 
Mstep: Class 21 contains 7497 members 
Mstep: Class 22 contains 9745 members 
Mstep: Class 23 contains 29066 members 
Mstep: Class 24 contains 14688 members 
Mstep: Class 25 contains 24084 members 
Mstep: Class 26 contains 27609 members 
Mstep: Class 27 contains 20127 members 
Mstep: Class 28 contains 15804 members 
Mstep: Class 29 contains 10307 members 
Mstep: Class 30 contains 4346 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150900464.000000 Penalty: 111174.281250
Iteration 71Q: 33 clusters Score -1.509005e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 6519 members 
Mstep: Class 3 contains 48436 members 
Mstep: Class 4 contains 11621 members 
Mstep: Class 5 contains 173641 members 
Mstep: Class 6 contains 72739 members 
Mstep: Class 7 contains 185702 members 
Mstep: Class 8 contains 10701 members 
Mstep: Class 9 contains 76182 members 
Mstep: Class 10 contains 99720 members 
Mstep: Class 11 contains 4539 members 
Mstep: Class 12 contains 7962 members 
Mstep: Class 13 contains 172448 members 
Mstep: Class 14 contains 19687 members 
Mstep: Class 15 contains 5492 members 
Mstep: Class 16 contains 97219 members 
Mstep: Class 17 contains 7993 members 
Mstep: Class 18 contains 30040 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9952 members 
Mstep: Class 21 contains 7502 members 
Mstep: Class 22 contains 9744 members 
Mstep: Class 23 contains 29437 members 
Mstep: Class 24 contains 14700 members 
Mstep: Class 25 contains 24127 members 
Mstep: Class 26 contains 27577 members 
Mstep: Class 27 contains 20149 members 
Mstep: Class 28 contains 15798 members 
Mstep: Class 29 contains 10315 members 
Mstep: Class 30 contains 4349 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150900784.000000 Penalty: 111174.281250
Iteration 72Q: 33 clusters Score -1.509008e+08 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6517 members 
Mstep: Class 3 contains 48414 members 
Mstep: Class 4 contains 11623 members 
Mstep: Class 5 contains 173431 members 
Mstep: Class 6 contains 72743 members 
Mstep: Class 7 contains 185687 members 
Mstep: Class 8 contains 10674 members 
Mstep: Class 9 contains 76135 members 
Mstep: Class 10 contains 99717 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 7965 members 
Mstep: Class 13 contains 172374 members 
Mstep: Class 14 contains 19692 members 
Mstep: Class 15 contains 5494 members 
Mstep: Class 16 contains 97203 members 
Mstep: Class 17 contains 7984 members 
Mstep: Class 18 contains 30051 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9954 members 
Mstep: Class 21 contains 7502 members 
Mstep: Class 22 contains 9745 members 
Mstep: Class 23 contains 29789 members 
Mstep: Class 24 contains 14709 members 
Mstep: Class 25 contains 24164 members 
Mstep: Class 26 contains 27548 members 
Mstep: Class 27 contains 20171 members 
Mstep: Class 28 contains 15791 members 
Mstep: Class 29 contains 10324 members 
Mstep: Class 30 contains 4352 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150901072.000000 Penalty: 111174.281250
Iteration 73Q: 33 clusters Score -1.509011e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6512 members 
Mstep: Class 3 contains 48413 members 
Mstep: Class 4 contains 11620 members 
Mstep: Class 5 contains 173225 members 
Mstep: Class 6 contains 72741 members 
Mstep: Class 7 contains 185692 members 
Mstep: Class 8 contains 10652 members 
Mstep: Class 9 contains 76089 members 
Mstep: Class 10 contains 99713 members 
Mstep: Class 11 contains 4535 members 
Mstep: Class 12 contains 7973 members 
Mstep: Class 13 contains 172310 members 
Mstep: Class 14 contains 19702 members 
Mstep: Class 15 contains 5498 members 
Mstep: Class 16 contains 97190 members 
Mstep: Class 17 contains 7980 members 
Mstep: Class 18 contains 30064 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9959 members 
Mstep: Class 21 contains 7502 members 
Mstep: Class 22 contains 9744 members 
Mstep: Class 23 contains 30119 members 
Mstep: Class 24 contains 14717 members 
Mstep: Class 25 contains 24189 members 
Mstep: Class 26 contains 27495 members 
Mstep: Class 27 contains 20188 members 
Mstep: Class 28 contains 15790 members 
Mstep: Class 29 contains 10329 members 
Mstep: Class 30 contains 4352 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150901184.000000 Penalty: 111174.281250
Iteration 74Q: 33 clusters Score -1.509012e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6512 members 
Mstep: Class 3 contains 48415 members 
Mstep: Class 4 contains 11621 members 
Mstep: Class 5 contains 173038 members 
Mstep: Class 6 contains 72744 members 
Mstep: Class 7 contains 185693 members 
Mstep: Class 8 contains 10636 members 
Mstep: Class 9 contains 76046 members 
Mstep: Class 10 contains 99702 members 
Mstep: Class 11 contains 4538 members 
Mstep: Class 12 contains 7987 members 
Mstep: Class 13 contains 172245 members 
Mstep: Class 14 contains 19706 members 
Mstep: Class 15 contains 5499 members 
Mstep: Class 16 contains 97180 members 
Mstep: Class 17 contains 7967 members 
Mstep: Class 18 contains 30084 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9965 members 
Mstep: Class 21 contains 7505 members 
Mstep: Class 22 contains 9744 members 
Mstep: Class 23 contains 30414 members 
Mstep: Class 24 contains 14720 members 
Mstep: Class 25 contains 24211 members 
Mstep: Class 26 contains 27449 members 
Mstep: Class 27 contains 20210 members 
Mstep: Class 28 contains 15790 members 
Mstep: Class 29 contains 10328 members 
Mstep: Class 30 contains 4352 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150901424.000000 Penalty: 111174.281250
Iteration 75Q: 33 clusters Score -1.509014e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6508 members 
Mstep: Class 3 contains 48401 members 
Mstep: Class 4 contains 11620 members 
Mstep: Class 5 contains 172817 members 
Mstep: Class 6 contains 72742 members 
Mstep: Class 7 contains 185728 members 
Mstep: Class 8 contains 10608 members 
Mstep: Class 9 contains 76020 members 
Mstep: Class 10 contains 99703 members 
Mstep: Class 11 contains 4538 members 
Mstep: Class 12 contains 7998 members 
Mstep: Class 13 contains 172186 members 
Mstep: Class 14 contains 19708 members 
Mstep: Class 15 contains 5497 members 
Mstep: Class 16 contains 97169 members 
Mstep: Class 17 contains 7964 members 
Mstep: Class 18 contains 30097 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9967 members 
Mstep: Class 21 contains 7508 members 
Mstep: Class 22 contains 9745 members 
Mstep: Class 23 contains 30709 members 
Mstep: Class 24 contains 14727 members 
Mstep: Class 25 contains 24236 members 
Mstep: Class 26 contains 27408 members 
Mstep: Class 27 contains 20233 members 
Mstep: Class 28 contains 15789 members 
Mstep: Class 29 contains 10332 members 
Mstep: Class 30 contains 4353 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150901568.000000 Penalty: 111174.281250
Iteration 76Q: 33 clusters Score -1.509016e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 48386 members 
Mstep: Class 4 contains 11618 members 
Mstep: Class 5 contains 172598 members 
Mstep: Class 6 contains 72737 members 
Mstep: Class 7 contains 185784 members 
Mstep: Class 8 contains 10584 members 
Mstep: Class 9 contains 76003 members 
Mstep: Class 10 contains 99717 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 8024 members 
Mstep: Class 13 contains 172116 members 
Mstep: Class 14 contains 19709 members 
Mstep: Class 15 contains 5498 members 
Mstep: Class 16 contains 97158 members 
Mstep: Class 17 contains 7958 members 
Mstep: Class 18 contains 30101 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9968 members 
Mstep: Class 21 contains 7507 members 
Mstep: Class 22 contains 9745 members 
Mstep: Class 23 contains 30989 members 
Mstep: Class 24 contains 14740 members 
Mstep: Class 25 contains 24265 members 
Mstep: Class 26 contains 27347 members 
Mstep: Class 27 contains 20252 members 
Mstep: Class 28 contains 15788 members 
Mstep: Class 29 contains 10336 members 
Mstep: Class 30 contains 4354 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150901776.000000 Penalty: 111174.281250
Iteration 77Q: 33 clusters Score -1.509018e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6500 members 
Mstep: Class 3 contains 48354 members 
Mstep: Class 4 contains 11614 members 
Mstep: Class 5 contains 172461 members 
Mstep: Class 6 contains 72738 members 
Mstep: Class 7 contains 185811 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 75982 members 
Mstep: Class 10 contains 99723 members 
Mstep: Class 11 contains 4525 members 
Mstep: Class 12 contains 8035 members 
Mstep: Class 13 contains 172071 members 
Mstep: Class 14 contains 19712 members 
Mstep: Class 15 contains 5502 members 
Mstep: Class 16 contains 97147 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 18 contains 30098 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9972 members 
Mstep: Class 21 contains 7507 members 
Mstep: Class 22 contains 9742 members 
Mstep: Class 23 contains 31219 members 
Mstep: Class 24 contains 14748 members 
Mstep: Class 25 contains 24301 members 
Mstep: Class 26 contains 27300 members 
Mstep: Class 27 contains 20277 members 
Mstep: Class 28 contains 15787 members 
Mstep: Class 29 contains 10340 members 
Mstep: Class 30 contains 4355 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150901680.000000 Penalty: 111174.281250
Iteration 78Q: 33 clusters Score -1.509017e+08 nChanged 941
Entering ConstructFrom: 
Score: -150901680.000000 Penalty: 111174.281250
Entering ConstructFrom: 
Trying to split cluster 1 (4521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Entering Unmasked Estep 
Score: -525473.437500 Penalty: 2087.289062
	Iteration 0F: 2 clusters Score -525473.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -521244.187500 Penalty: 4174.578125
	Iteration 0F: 3 clusters Score -521244.2 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -522420.750000 Penalty: 4174.578125
	Iteration 1F: 3 clusters Score -522420.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -522759.562500 Penalty: 4174.578125
	Iteration 2F: 3 clusters Score -522759.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -523050.250000 Penalty: 4174.578125
	Iteration 3F: 3 clusters Score -523050.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -523387.562500 Penalty: 4174.578125
	Iteration 4F: 3 clusters Score -523387.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -523727.750000 Penalty: 4174.578125
	Iteration 5F: 3 clusters Score -523727.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -524029.156250 Penalty: 4174.578125
	Iteration 6F: 3 clusters Score -524029.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -524243.718750 Penalty: 4174.578125
	Iteration 7Q: 3 clusters Score -524243.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -524404.312500 Penalty: 4174.578125
	Iteration 8Q: 3 clusters Score -524404.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -524504.625000 Penalty: 4174.578125
	Iteration 9Q: 3 clusters Score -524504.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -524575.750000 Penalty: 4174.578125
	Iteration 10Q: 3 clusters Score -524575.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -524621.250000 Penalty: 4174.578125
	Iteration 11Q: 3 clusters Score -524621.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -524642.875000 Penalty: 4174.578125
	Iteration 12Q: 3 clusters Score -524642.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -524653.500000 Penalty: 4174.578125
	Iteration 13Q: 3 clusters Score -524653.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -524657.625000 Penalty: 4174.578125
	Iteration 14Q: 3 clusters Score -524657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -524658.937500 Penalty: 4174.578125
	Iteration 15Q: 3 clusters Score -524658.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -524659.687500 Penalty: 4174.578125
	Iteration 16Q: 3 clusters Score -524659.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -524661.375000 Penalty: 4174.578125
	Iteration 17Q: 3 clusters Score -524661.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -524661.250000 Penalty: 4174.578125
	Iteration 18Q: 3 clusters Score -524661.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -524662.000000 Penalty: 4174.578125
	Iteration 19Q: 3 clusters Score -524662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -524665.562500 Penalty: 4174.578125
	Iteration 20F: 3 clusters Score -524665.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -524665.625000 Penalty: 4174.578125
	Iteration 21Q: 3 clusters Score -524665.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -524667.062500 Penalty: 4174.578125
	Iteration 22Q: 3 clusters Score -524667.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -524667.062500 Penalty: 4174.578125
	Iteration 23F: 3 clusters Score -524667.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Entering Unmasked Estep 
Score: -818669.375000 Penalty: 2177.139404
	Iteration 0F: 2 clusters Score -818669.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -813206.625000 Penalty: 4354.278809
	Iteration 0F: 3 clusters Score -813206.6 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -814555.937500 Penalty: 4354.278809
	Iteration 1F: 3 clusters Score -814555.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -814808.875000 Penalty: 4354.278809
	Iteration 2F: 3 clusters Score -814808.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -815019.750000 Penalty: 4354.278809
	Iteration 3F: 3 clusters Score -815019.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -815217.000000 Penalty: 4354.278809
	Iteration 4Q: 3 clusters Score -815217 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -815428.125000 Penalty: 4354.278809
	Iteration 5Q: 3 clusters Score -815428.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -815665.125000 Penalty: 4354.278809
	Iteration 6Q: 3 clusters Score -815665.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -815922.687500 Penalty: 4354.278809
	Iteration 7Q: 3 clusters Score -815922.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -816152.000000 Penalty: 4354.278809
	Iteration 8Q: 3 clusters Score -816152 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -816352.312500 Penalty: 4354.278809
	Iteration 9Q: 3 clusters Score -816352.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -816546.750000 Penalty: 4354.278809
	Iteration 10Q: 3 clusters Score -816546.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -816741.875000 Penalty: 4354.278809
	Iteration 11Q: 3 clusters Score -816741.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -816921.000000 Penalty: 4354.278809
	Iteration 12Q: 3 clusters Score -816921 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -817062.125000 Penalty: 4354.278809
	Iteration 13Q: 3 clusters Score -817062.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -817173.312500 Penalty: 4354.278809
	Iteration 14Q: 3 clusters Score -817173.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -817266.062500 Penalty: 4354.278809
	Iteration 15Q: 3 clusters Score -817266.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -817337.562500 Penalty: 4354.278809
	Iteration 16Q: 3 clusters Score -817337.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -817404.562500 Penalty: 4354.278809
	Iteration 17Q: 3 clusters Score -817404.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -817464.062500 Penalty: 4354.278809
	Iteration 18Q: 3 clusters Score -817464.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -817524.437500 Penalty: 4354.278809
	Iteration 19Q: 3 clusters Score -817524.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -817573.687500 Penalty: 4354.278809
	Iteration 20F: 3 clusters Score -817573.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -817630.000000 Penalty: 4354.278809
	Iteration 21Q: 3 clusters Score -817630 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -817694.562500 Penalty: 4354.278809
	Iteration 22Q: 3 clusters Score -817694.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -817745.187500 Penalty: 4354.278809
	Iteration 23Q: 3 clusters Score -817745.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -817783.687500 Penalty: 4354.278809
	Iteration 24Q: 3 clusters Score -817783.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -817807.250000 Penalty: 4354.278809
	Iteration 25Q: 3 clusters Score -817807.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -817821.437500 Penalty: 4354.278809
	Iteration 26Q: 3 clusters Score -817821.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -817830.312500 Penalty: 4354.278809
	Iteration 27Q: 3 clusters Score -817830.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -817832.687500 Penalty: 4354.278809
	Iteration 28Q: 3 clusters Score -817832.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -817834.500000 Penalty: 4354.278809
	Iteration 29Q: 3 clusters Score -817834.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -817836.000000 Penalty: 4354.278809
	Iteration 30Q: 3 clusters Score -817836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -817835.437500 Penalty: 4354.278809
	Iteration 31Q: 3 clusters Score -817835.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -817835.375000 Penalty: 4354.278809
	Iteration 32Q: 3 clusters Score -817835.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -817838.187500 Penalty: 4354.278809
	Iteration 33Q: 3 clusters Score -817838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -817838.187500 Penalty: 4354.278809
	Iteration 34F: 3 clusters Score -817838.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Entering Unmasked Estep 
Score: -6225418.000000 Penalty: 2674.859619
	Iteration 0F: 2 clusters Score -6225418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -6192958.000000 Penalty: 5349.719238
	Iteration 0F: 3 clusters Score -6192958 nChanged 22235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -6205460.000000 Penalty: 5349.719238
	Iteration 1F: 3 clusters Score -6205460 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -6206341.500000 Penalty: 5349.719238
	Iteration 2Q: 3 clusters Score -6206342 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -6207468.500000 Penalty: 5349.719238
	Iteration 3F: 3 clusters Score -6207468 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -6209102.500000 Penalty: 5349.719238
	Iteration 4F: 3 clusters Score -6209102 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -6211375.000000 Penalty: 5349.719238
	Iteration 5F: 3 clusters Score -6211375 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -6214125.000000 Penalty: 5349.719238
	Iteration 6F: 3 clusters Score -6214125 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -6216979.000000 Penalty: 5349.719238
	Iteration 7F: 3 clusters Score -6216979 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -6219722.500000 Penalty: 5349.719238
	Iteration 8F: 3 clusters Score -6219722 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -6221977.000000 Penalty: 5349.719238
	Iteration 9Q: 3 clusters Score -6221977 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -6223416.500000 Penalty: 5349.719238
	Iteration 10Q: 3 clusters Score -6223416 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -6223982.000000 Penalty: 5349.719238
	Iteration 11Q: 3 clusters Score -6223982 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -6224269.500000 Penalty: 5349.719238
	Iteration 12Q: 3 clusters Score -6224270 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -6224392.500000 Penalty: 5349.719238
	Iteration 13Q: 3 clusters Score -6224392 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -6224474.500000 Penalty: 5349.719238
	Iteration 14Q: 3 clusters Score -6224474 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -6224540.000000 Penalty: 5349.719238
	Iteration 15Q: 3 clusters Score -6224540 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -6224596.000000 Penalty: 5349.719238
	Iteration 16Q: 3 clusters Score -6224596 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -6224620.000000 Penalty: 5349.719238
	Iteration 17Q: 3 clusters Score -6224620 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -6224648.500000 Penalty: 5349.719238
	Iteration 18Q: 3 clusters Score -6224648 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -6224643.000000 Penalty: 5349.719238
	Iteration 19Q: 3 clusters Score -6224643 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -6224672.500000 Penalty: 5349.719238
	Iteration 20F: 3 clusters Score -6224672 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -6224671.000000 Penalty: 5349.719238
	Iteration 21Q: 3 clusters Score -6224671 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -6224655.000000 Penalty: 5349.719238
	Iteration 22Q: 3 clusters Score -6224655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -6224656.500000 Penalty: 5349.719238
	Iteration 23Q: 3 clusters Score -6224656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -6224663.500000 Penalty: 5349.719238
	Iteration 24Q: 3 clusters Score -6224664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -6224667.000000 Penalty: 5349.719238
	Iteration 25Q: 3 clusters Score -6224667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -6224664.000000 Penalty: 5349.719238
	Iteration 26Q: 3 clusters Score -6224664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -6224663.500000 Penalty: 5349.719238
	Iteration 27Q: 3 clusters Score -6224664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -6224667.500000 Penalty: 5349.719238
	Iteration 28Q: 3 clusters Score -6224668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -6224671.000000 Penalty: 5349.719238
	Iteration 29Q: 3 clusters Score -6224671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -6224663.000000 Penalty: 5349.719238
	Iteration 30Q: 3 clusters Score -6224663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -6224667.000000 Penalty: 5349.719238
	Iteration 31Q: 3 clusters Score -6224667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -6224672.500000 Penalty: 5349.719238
	Iteration 32Q: 3 clusters Score -6224672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -6224667.500000 Penalty: 5349.719238
	Iteration 33Q: 3 clusters Score -6224668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -6224665.000000 Penalty: 5349.719238
	Iteration 34Q: 3 clusters Score -6224665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -6224665.000000 Penalty: 5349.719238
	Iteration 35Q: 3 clusters Score -6224665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -6224669.500000 Penalty: 5349.719238
	Iteration 36Q: 3 clusters Score -6224670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -6224666.000000 Penalty: 5349.719238
	Iteration 37Q: 3 clusters Score -6224666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -6224667.500000 Penalty: 5349.719238
	Iteration 38Q: 3 clusters Score -6224668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -6224668.500000 Penalty: 5349.719238
	Iteration 39Q: 3 clusters Score -6224668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -6224668.000000 Penalty: 5349.719238
	Iteration 40F: 3 clusters Score -6224668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Entering Unmasked Estep 
Score: -1431010.750000 Penalty: 2321.229004
	Iteration 0F: 2 clusters Score -1431011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1422232.000000 Penalty: 4642.458008
	Iteration 0F: 3 clusters Score -1422232 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1425139.375000 Penalty: 4642.458008
	Iteration 1F: 3 clusters Score -1425139 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1425760.875000 Penalty: 4642.458008
	Iteration 2F: 3 clusters Score -1425761 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1426328.750000 Penalty: 4642.458008
	Iteration 3F: 3 clusters Score -1426329 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1426827.875000 Penalty: 4642.458008
	Iteration 4F: 3 clusters Score -1426828 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1427373.000000 Penalty: 4642.458008
	Iteration 5F: 3 clusters Score -1427373 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1427898.750000 Penalty: 4642.458008
	Iteration 6F: 3 clusters Score -1427899 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1428293.250000 Penalty: 4642.458008
	Iteration 7Q: 3 clusters Score -1428293 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1428518.250000 Penalty: 4642.458008
	Iteration 8Q: 3 clusters Score -1428518 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1428697.375000 Penalty: 4642.458008
	Iteration 9Q: 3 clusters Score -1428697 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1428842.625000 Penalty: 4642.458008
	Iteration 10Q: 3 clusters Score -1428843 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1428983.125000 Penalty: 4642.458008
	Iteration 11Q: 3 clusters Score -1428983 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1429170.625000 Penalty: 4642.458008
	Iteration 12Q: 3 clusters Score -1429171 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1429468.000000 Penalty: 4642.458008
	Iteration 13Q: 3 clusters Score -1429468 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1430037.375000 Penalty: 4642.458008
	Iteration 14Q: 3 clusters Score -1430037 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1430835.000000 Penalty: 4642.458008
	Iteration 15Q: 3 clusters Score -1430835 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1431561.250000 Penalty: 4642.458008
	Iteration 16Q: 3 clusters Score -1431561 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1432081.750000 Penalty: 4642.458008
	Iteration 17Q: 3 clusters Score -1432082 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1432353.125000 Penalty: 4642.458008
	Iteration 18Q: 3 clusters Score -1432353 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1432523.000000 Penalty: 4642.458008
	Iteration 19Q: 3 clusters Score -1432523 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1432719.875000 Penalty: 4642.458008
	Iteration 20F: 3 clusters Score -1432720 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1432973.875000 Penalty: 4642.458008
	Iteration 21Q: 3 clusters Score -1432974 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1433198.500000 Penalty: 4642.458008
	Iteration 22Q: 3 clusters Score -1433198 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1433275.750000 Penalty: 4642.458008
	Iteration 23Q: 3 clusters Score -1433276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1433292.750000 Penalty: 4642.458008
	Iteration 24Q: 3 clusters Score -1433293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1433293.875000 Penalty: 4642.458008
	Iteration 25Q: 3 clusters Score -1433294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1433291.750000 Penalty: 4642.458008
	Iteration 26Q: 3 clusters Score -1433292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1433296.500000 Penalty: 4642.458008
	Iteration 27Q: 3 clusters Score -1433296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1433294.500000 Penalty: 4642.458008
	Iteration 28Q: 3 clusters Score -1433294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1433294.625000 Penalty: 4642.458008
	Iteration 29Q: 3 clusters Score -1433295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1433294.625000 Penalty: 4642.458008
	Iteration 30F: 3 clusters Score -1433295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6495 members 
Mstep: Class 3 contains 48326 members 
Mstep: Class 4 contains 5292 members 
Mstep: Class 5 contains 172332 members 
Mstep: Class 6 contains 72738 members 
Mstep: Class 7 contains 185838 members 
Mstep: Class 8 contains 10525 members 
Mstep: Class 9 contains 75964 members 
Mstep: Class 10 contains 99722 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 8065 members 
Mstep: Class 13 contains 172026 members 
Mstep: Class 14 contains 19711 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 97136 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9975 members 
Mstep: Class 21 contains 7508 members 
Mstep: Class 22 contains 9742 members 
Mstep: Class 23 contains 31433 members 
Mstep: Class 24 contains 14758 members 
Mstep: Class 25 contains 24334 members 
Mstep: Class 26 contains 27259 members 
Mstep: Class 27 contains 20295 members 
Mstep: Class 28 contains 15784 members 
Mstep: Class 29 contains 10346 members 
Mstep: Class 30 contains 4358 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1192 members 
Mstep: Class 33 contains 6320 members 
Entering Unmasked Estep 
Score: -150903360.000000 Penalty: 114648.476562
Splitting cluster 4 changes total score from -150901680.000000 to -150903360.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 5 (172332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172332 members 
Entering Unmasked Estep 
Score: -22184614.000000 Penalty: 2990.180176
	Iteration 0F: 2 clusters Score -2.218461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86107 members 
Mstep: Class 2 contains 86225 members 
Entering Unmasked Estep 
Score: -22073576.000000 Penalty: 5980.360352
	Iteration 0F: 3 clusters Score -2.207358e+07 nChanged 82428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83895 members 
Mstep: Class 2 contains 88437 members 
Entering Unmasked Estep 
Score: -22121956.000000 Penalty: 5980.360352
	Iteration 1F: 3 clusters Score -2.212196e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 89597 members 
Entering Unmasked Estep 
Score: -22123174.000000 Penalty: 5980.360352
	Iteration 2Q: 3 clusters Score -2.212317e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81061 members 
Mstep: Class 2 contains 91271 members 
Entering Unmasked Estep 
Score: -22124758.000000 Penalty: 5980.360352
	Iteration 3Q: 3 clusters Score -2.212476e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78735 members 
Mstep: Class 2 contains 93597 members 
Entering Unmasked Estep 
Score: -22126698.000000 Penalty: 5980.360352
	Iteration 4Q: 3 clusters Score -2.21267e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75497 members 
Mstep: Class 2 contains 96835 members 
Entering Unmasked Estep 
Score: -22129438.000000 Penalty: 5980.360352
	Iteration 5Q: 3 clusters Score -2.212944e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71171 members 
Mstep: Class 2 contains 101161 members 
Entering Unmasked Estep 
Score: -22132726.000000 Penalty: 5980.360352
	Iteration 6Q: 3 clusters Score -2.213273e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65913 members 
Mstep: Class 2 contains 106419 members 
Entering Unmasked Estep 
Score: -22137098.000000 Penalty: 5980.360352
	Iteration 7F: 3 clusters Score -2.21371e+07 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 112738 members 
Entering Unmasked Estep 
Score: -22142346.000000 Penalty: 5980.360352
	Iteration 8F: 3 clusters Score -2.214235e+07 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 119776 members 
Entering Unmasked Estep 
Score: -22148274.000000 Penalty: 5980.360352
	Iteration 9F: 3 clusters Score -2.214827e+07 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 126587 members 
Entering Unmasked Estep 
Score: -22155018.000000 Penalty: 5980.360352
	Iteration 10F: 3 clusters Score -2.215502e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 132182 members 
Entering Unmasked Estep 
Score: -22160050.000000 Penalty: 5980.360352
	Iteration 11Q: 3 clusters Score -2.216005e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 136562 members 
Entering Unmasked Estep 
Score: -22163564.000000 Penalty: 5980.360352
	Iteration 12Q: 3 clusters Score -2.216356e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 140244 members 
Entering Unmasked Estep 
Score: -22165806.000000 Penalty: 5980.360352
	Iteration 13Q: 3 clusters Score -2.216581e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 143534 members 
Entering Unmasked Estep 
Score: -22167478.000000 Penalty: 5980.360352
	Iteration 14Q: 3 clusters Score -2.216748e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 146788 members 
Entering Unmasked Estep 
Score: -22169116.000000 Penalty: 5980.360352
	Iteration 15Q: 3 clusters Score -2.216912e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 150056 members 
Entering Unmasked Estep 
Score: -22170816.000000 Penalty: 5980.360352
	Iteration 16Q: 3 clusters Score -2.217082e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 153296 members 
Entering Unmasked Estep 
Score: -22172550.000000 Penalty: 5980.360352
	Iteration 17Q: 3 clusters Score -2.217255e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 156455 members 
Entering Unmasked Estep 
Score: -22174448.000000 Penalty: 5980.360352
	Iteration 18Q: 3 clusters Score -2.217445e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 159441 members 
Entering Unmasked Estep 
Score: -22175996.000000 Penalty: 5980.360352
	Iteration 19Q: 3 clusters Score -2.2176e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 162163 members 
Entering Unmasked Estep 
Score: -22177490.000000 Penalty: 5980.360352
	Iteration 20F: 3 clusters Score -2.217749e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 164609 members 
Entering Unmasked Estep 
Score: -22178724.000000 Penalty: 5980.360352
	Iteration 21Q: 3 clusters Score -2.217872e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 166623 members 
Entering Unmasked Estep 
Score: -22179638.000000 Penalty: 5980.360352
	Iteration 22Q: 3 clusters Score -2.217964e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 168274 members 
Entering Unmasked Estep 
Score: -22180382.000000 Penalty: 5980.360352
	Iteration 23Q: 3 clusters Score -2.218038e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 169486 members 
Entering Unmasked Estep 
Score: -22180996.000000 Penalty: 5980.360352
	Iteration 24Q: 3 clusters Score -2.2181e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 170338 members 
Entering Unmasked Estep 
Score: -22181366.000000 Penalty: 5980.360352
	Iteration 25Q: 3 clusters Score -2.218137e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 170885 members 
Entering Unmasked Estep 
Score: -22181634.000000 Penalty: 5980.360352
	Iteration 26Q: 3 clusters Score -2.218163e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 171203 members 
Entering Unmasked Estep 
Score: -22181776.000000 Penalty: 5980.360352
	Iteration 27Q: 3 clusters Score -2.218178e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 171397 members 
Entering Unmasked Estep 
Score: -22181838.000000 Penalty: 5980.360352
	Iteration 28Q: 3 clusters Score -2.218184e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 171522 members 
Entering Unmasked Estep 
Score: -22181926.000000 Penalty: 5980.360352
	Iteration 29Q: 3 clusters Score -2.218193e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 171616 members 
Entering Unmasked Estep 
Score: -22181960.000000 Penalty: 5980.360352
	Iteration 30Q: 3 clusters Score -2.218196e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 171671 members 
Entering Unmasked Estep 
Score: -22182002.000000 Penalty: 5980.360352
	Iteration 31Q: 3 clusters Score -2.2182e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 171716 members 
Entering Unmasked Estep 
Score: -22182016.000000 Penalty: 5980.360352
	Iteration 32Q: 3 clusters Score -2.218202e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 171745 members 
Entering Unmasked Estep 
Score: -22182046.000000 Penalty: 5980.360352
	Iteration 33Q: 3 clusters Score -2.218205e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 171764 members 
Entering Unmasked Estep 
Score: -22182076.000000 Penalty: 5980.360352
	Iteration 34Q: 3 clusters Score -2.218208e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 171783 members 
Entering Unmasked Estep 
Score: -22182094.000000 Penalty: 5980.360352
	Iteration 35Q: 3 clusters Score -2.218209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 171794 members 
Entering Unmasked Estep 
Score: -22182096.000000 Penalty: 5980.360352
	Iteration 36Q: 3 clusters Score -2.21821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 171799 members 
Entering Unmasked Estep 
Score: -22182108.000000 Penalty: 5980.360352
	Iteration 37Q: 3 clusters Score -2.218211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 171802 members 
Entering Unmasked Estep 
Score: -22182118.000000 Penalty: 5980.360352
	Iteration 38Q: 3 clusters Score -2.218212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 171802 members 
Entering Unmasked Estep 
Score: -22182120.000000 Penalty: 5980.360352
	Iteration 39Q: 3 clusters Score -2.218212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 171805 members 
Entering Unmasked Estep 
Score: -22182116.000000 Penalty: 5980.360352
	Iteration 40F: 3 clusters Score -2.218212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 171806 members 
Entering Unmasked Estep 
Score: -22182112.000000 Penalty: 5980.360352
	Iteration 41Q: 3 clusters Score -2.218211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 171807 members 
Entering Unmasked Estep 
Score: -22182126.000000 Penalty: 5980.360352
	Iteration 42Q: 3 clusters Score -2.218213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 171808 members 
Entering Unmasked Estep 
Score: -22182116.000000 Penalty: 5980.360352
	Iteration 43Q: 3 clusters Score -2.218212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 171809 members 
Entering Unmasked Estep 
Score: -22182132.000000 Penalty: 5980.360352
	Iteration 44Q: 3 clusters Score -2.218213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 171810 members 
Entering Unmasked Estep 
Score: -22182132.000000 Penalty: 5980.360352
	Iteration 45Q: 3 clusters Score -2.218213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 171810 members 
Entering Unmasked Estep 
Score: -22182132.000000 Penalty: 5980.360352
	Iteration 46F: 3 clusters Score -2.218213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72738 members 
Entering Unmasked Estep 
Score: -9296883.000000 Penalty: 2776.265625
	Iteration 0F: 2 clusters Score -9296883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -9248211.000000 Penalty: 5552.531250
	Iteration 0F: 3 clusters Score -9248211 nChanged 34145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -9267443.000000 Penalty: 5552.531250
	Iteration 1F: 3 clusters Score -9267443 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -9268253.000000 Penalty: 5552.531250
	Iteration 2Q: 3 clusters Score -9268253 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -9269306.000000 Penalty: 5552.531250
	Iteration 3Q: 3 clusters Score -9269306 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -9270932.000000 Penalty: 5552.531250
	Iteration 4Q: 3 clusters Score -9270932 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -9273288.000000 Penalty: 5552.531250
	Iteration 5F: 3 clusters Score -9273288 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -9276340.000000 Penalty: 5552.531250
	Iteration 6F: 3 clusters Score -9276340 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -9279958.000000 Penalty: 5552.531250
	Iteration 7F: 3 clusters Score -9279958 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -9283727.000000 Penalty: 5552.531250
	Iteration 8F: 3 clusters Score -9283727 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -9287386.000000 Penalty: 5552.531250
	Iteration 9F: 3 clusters Score -9287386 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -9290397.000000 Penalty: 5552.531250
	Iteration 10Q: 3 clusters Score -9290397 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 58276 members 
Entering Unmasked Estep 
Score: -9292244.000000 Penalty: 5552.531250
	Iteration 11Q: 3 clusters Score -9292244 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 58790 members 
Entering Unmasked Estep 
Score: -9293411.000000 Penalty: 5552.531250
	Iteration 12Q: 3 clusters Score -9293411 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -9294355.000000 Penalty: 5552.531250
	Iteration 13Q: 3 clusters Score -9294355 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -9295235.000000 Penalty: 5552.531250
	Iteration 14Q: 3 clusters Score -9295235 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 59582 members 
Entering Unmasked Estep 
Score: -9296112.000000 Penalty: 5552.531250
	Iteration 15Q: 3 clusters Score -9296112 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -9296886.000000 Penalty: 5552.531250
	Iteration 16Q: 3 clusters Score -9296886 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 59624 members 
Entering Unmasked Estep 
Score: -9297434.000000 Penalty: 5552.531250
	Iteration 17Q: 3 clusters Score -9297434 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
Score: -9297897.000000 Penalty: 5552.531250
	Iteration 18Q: 3 clusters Score -9297897 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 59435 members 
Entering Unmasked Estep 
Score: -9298315.000000 Penalty: 5552.531250
	Iteration 19Q: 3 clusters Score -9298315 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 59360 members 
Entering Unmasked Estep 
Score: -9298615.000000 Penalty: 5552.531250
	Iteration 20F: 3 clusters Score -9298615 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 59266 members 
Entering Unmasked Estep 
Score: -9298864.000000 Penalty: 5552.531250
	Iteration 21Q: 3 clusters Score -9298864 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 59158 members 
Entering Unmasked Estep 
Score: -9299008.000000 Penalty: 5552.531250
	Iteration 22Q: 3 clusters Score -9299008 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 59069 members 
Entering Unmasked Estep 
Score: -9299070.000000 Penalty: 5552.531250
	Iteration 23Q: 3 clusters Score -9299070 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 58948 members 
Entering Unmasked Estep 
Score: -9299067.000000 Penalty: 5552.531250
	Iteration 24Q: 3 clusters Score -9299067 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 58849 members 
Entering Unmasked Estep 
Score: -9299096.000000 Penalty: 5552.531250
	Iteration 25Q: 3 clusters Score -9299096 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -9299103.000000 Penalty: 5552.531250
	Iteration 26Q: 3 clusters Score -9299103 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -9299125.000000 Penalty: 5552.531250
	Iteration 27Q: 3 clusters Score -9299125 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -9299130.000000 Penalty: 5552.531250
	Iteration 28Q: 3 clusters Score -9299130 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -9299127.000000 Penalty: 5552.531250
	Iteration 29Q: 3 clusters Score -9299127 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -9299119.000000 Penalty: 5552.531250
	Iteration 30Q: 3 clusters Score -9299119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -9299126.000000 Penalty: 5552.531250
	Iteration 31Q: 3 clusters Score -9299126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 58462 members 
Entering Unmasked Estep 
Score: -9299139.000000 Penalty: 5552.531250
	Iteration 32Q: 3 clusters Score -9299139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 58437 members 
Entering Unmasked Estep 
Score: -9299148.000000 Penalty: 5552.531250
	Iteration 33Q: 3 clusters Score -9299148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -9299160.000000 Penalty: 5552.531250
	Iteration 34Q: 3 clusters Score -9299160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 58398 members 
Entering Unmasked Estep 
Score: -9299142.000000 Penalty: 5552.531250
	Iteration 35Q: 3 clusters Score -9299142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
Score: -9299138.000000 Penalty: 5552.531250
	Iteration 36Q: 3 clusters Score -9299138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -9299146.000000 Penalty: 5552.531250
	Iteration 37Q: 3 clusters Score -9299146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -9299148.000000 Penalty: 5552.531250
	Iteration 38Q: 3 clusters Score -9299148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -9299150.000000 Penalty: 5552.531250
	Iteration 39Q: 3 clusters Score -9299150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -9299155.000000 Penalty: 5552.531250
	Iteration 40F: 3 clusters Score -9299155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -9299144.000000 Penalty: 5552.531250
	Iteration 41Q: 3 clusters Score -9299144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 58350 members 
Entering Unmasked Estep 
Score: -9299137.000000 Penalty: 5552.531250
	Iteration 42Q: 3 clusters Score -9299137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 58348 members 
Entering Unmasked Estep 
Score: -9299133.000000 Penalty: 5552.531250
	Iteration 43Q: 3 clusters Score -9299133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -9299136.000000 Penalty: 5552.531250
	Iteration 44Q: 3 clusters Score -9299136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 58342 members 
Entering Unmasked Estep 
Score: -9299125.000000 Penalty: 5552.531250
	Iteration 45Q: 3 clusters Score -9299125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 58339 members 
Entering Unmasked Estep 
Score: -9299128.000000 Penalty: 5552.531250
	Iteration 46Q: 3 clusters Score -9299128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -9299133.000000 Penalty: 5552.531250
	Iteration 47Q: 3 clusters Score -9299133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 58330 members 
Entering Unmasked Estep 
Score: -9299135.000000 Penalty: 5552.531250
	Iteration 48Q: 3 clusters Score -9299135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 58327 members 
Entering Unmasked Estep 
Score: -9299131.000000 Penalty: 5552.531250
	Iteration 49Q: 3 clusters Score -9299131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 58324 members 
Entering Unmasked Estep 
Score: -9299120.000000 Penalty: 5552.531250
	Iteration 50Q: 3 clusters Score -9299120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -9299134.000000 Penalty: 5552.531250
	Iteration 51Q: 3 clusters Score -9299134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -9299138.000000 Penalty: 5552.531250
	Iteration 52Q: 3 clusters Score -9299138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 58310 members 
Entering Unmasked Estep 
Score: -9299129.000000 Penalty: 5552.531250
	Iteration 53Q: 3 clusters Score -9299129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
Score: -9299142.000000 Penalty: 5552.531250
	Iteration 54Q: 3 clusters Score -9299142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -9299140.000000 Penalty: 5552.531250
	Iteration 55Q: 3 clusters Score -9299140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 58289 members 
Entering Unmasked Estep 
Score: -9299145.000000 Penalty: 5552.531250
	Iteration 56Q: 3 clusters Score -9299145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -9299147.000000 Penalty: 5552.531250
	Iteration 57Q: 3 clusters Score -9299147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -9299144.000000 Penalty: 5552.531250
	Iteration 58Q: 3 clusters Score -9299144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -9299149.000000 Penalty: 5552.531250
	Iteration 59Q: 3 clusters Score -9299149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 58258 members 
Entering Unmasked Estep 
Score: -9299138.000000 Penalty: 5552.531250
	Iteration 60F: 3 clusters Score -9299138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -9299140.000000 Penalty: 5552.531250
	Iteration 61Q: 3 clusters Score -9299140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -9299135.000000 Penalty: 5552.531250
	Iteration 62Q: 3 clusters Score -9299135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -9299138.000000 Penalty: 5552.531250
	Iteration 63Q: 3 clusters Score -9299138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -9299136.000000 Penalty: 5552.531250
	Iteration 64Q: 3 clusters Score -9299136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -9299146.000000 Penalty: 5552.531250
	Iteration 65Q: 3 clusters Score -9299146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -9299147.000000 Penalty: 5552.531250
	Iteration 66Q: 3 clusters Score -9299147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -9299148.000000 Penalty: 5552.531250
	Iteration 67Q: 3 clusters Score -9299148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -9299142.000000 Penalty: 5552.531250
	Iteration 68Q: 3 clusters Score -9299142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -9299153.000000 Penalty: 5552.531250
	Iteration 69Q: 3 clusters Score -9299153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -9299148.000000 Penalty: 5552.531250
	Iteration 70Q: 3 clusters Score -9299148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -9299155.000000 Penalty: 5552.531250
	Iteration 71Q: 3 clusters Score -9299155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 58177 members 
Entering Unmasked Estep 
Score: -9299141.000000 Penalty: 5552.531250
	Iteration 72Q: 3 clusters Score -9299141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -9299137.000000 Penalty: 5552.531250
	Iteration 73Q: 3 clusters Score -9299137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 58165 members 
Entering Unmasked Estep 
Score: -9299136.000000 Penalty: 5552.531250
	Iteration 74Q: 3 clusters Score -9299136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -9299141.000000 Penalty: 5552.531250
	Iteration 75Q: 3 clusters Score -9299141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -9299141.000000 Penalty: 5552.531250
	Iteration 76F: 3 clusters Score -9299141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6495 members 
Mstep: Class 3 contains 48326 members 
Mstep: Class 4 contains 5292 members 
Mstep: Class 5 contains 172332 members 
Mstep: Class 6 contains 14574 members 
Mstep: Class 7 contains 185838 members 
Mstep: Class 8 contains 10525 members 
Mstep: Class 9 contains 75964 members 
Mstep: Class 10 contains 99722 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 8065 members 
Mstep: Class 13 contains 172026 members 
Mstep: Class 14 contains 19711 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 97136 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9975 members 
Mstep: Class 21 contains 7508 members 
Mstep: Class 22 contains 9742 members 
Mstep: Class 23 contains 31433 members 
Mstep: Class 24 contains 14758 members 
Mstep: Class 25 contains 24334 members 
Mstep: Class 26 contains 27259 members 
Mstep: Class 27 contains 20295 members 
Mstep: Class 28 contains 15784 members 
Mstep: Class 29 contains 10346 members 
Mstep: Class 30 contains 4358 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1192 members 
Mstep: Class 33 contains 6320 members 
Mstep: Class 34 contains 58164 members 
Entering Unmasked Estep 
Score: -150904384.000000 Penalty: 118122.671875
Splitting cluster 6 changes total score from -150901680.000000 to -150904384.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 7 (185838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185838 members 
Entering Unmasked Estep 
Score: -23814464.000000 Penalty: 3008.892334
	Iteration 0F: 2 clusters Score -2.381446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92613 members 
Mstep: Class 2 contains 93225 members 
Entering Unmasked Estep 
Score: -23691114.000000 Penalty: 6017.784668
	Iteration 0F: 3 clusters Score -2.369111e+07 nChanged 89292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86041 members 
Mstep: Class 2 contains 99797 members 
Entering Unmasked Estep 
Score: -23743680.000000 Penalty: 6017.784668
	Iteration 1F: 3 clusters Score -2.374368e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 103858 members 
Entering Unmasked Estep 
Score: -23745308.000000 Penalty: 6017.784668
	Iteration 2Q: 3 clusters Score -2.374531e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75657 members 
Mstep: Class 2 contains 110181 members 
Entering Unmasked Estep 
Score: -23748214.000000 Penalty: 6017.784668
	Iteration 3Q: 3 clusters Score -2.374821e+07 nChanged 10120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66307 members 
Mstep: Class 2 contains 119531 members 
Entering Unmasked Estep 
Score: -23753494.000000 Penalty: 6017.784668
	Iteration 4F: 3 clusters Score -2.375349e+07 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 132609 members 
Entering Unmasked Estep 
Score: -23762542.000000 Penalty: 6017.784668
	Iteration 5F: 3 clusters Score -2.376254e+07 nChanged 16494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 148991 members 
Entering Unmasked Estep 
Score: -23776596.000000 Penalty: 6017.784668
	Iteration 6F: 3 clusters Score -2.37766e+07 nChanged 16537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 165474 members 
Entering Unmasked Estep 
Score: -23792710.000000 Penalty: 6017.784668
	Iteration 7F: 3 clusters Score -2.379271e+07 nChanged 11777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 177247 members 
Entering Unmasked Estep 
Score: -23804426.000000 Penalty: 6017.784668
	Iteration 8F: 3 clusters Score -2.380443e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 182868 members 
Entering Unmasked Estep 
Score: -23809320.000000 Penalty: 6017.784668
	Iteration 9Q: 3 clusters Score -2.380932e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 184732 members 
Entering Unmasked Estep 
Score: -23811004.000000 Penalty: 6017.784668
	Iteration 10Q: 3 clusters Score -2.3811e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 185263 members 
Entering Unmasked Estep 
Score: -23811484.000000 Penalty: 6017.784668
	Iteration 11Q: 3 clusters Score -2.381148e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 185418 members 
Entering Unmasked Estep 
Score: -23811638.000000 Penalty: 6017.784668
	Iteration 12Q: 3 clusters Score -2.381164e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 185467 members 
Entering Unmasked Estep 
Score: -23811710.000000 Penalty: 6017.784668
	Iteration 13Q: 3 clusters Score -2.381171e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 185488 members 
Entering Unmasked Estep 
Score: -23811750.000000 Penalty: 6017.784668
	Iteration 14Q: 3 clusters Score -2.381175e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 185497 members 
Entering Unmasked Estep 
Score: -23811786.000000 Penalty: 6017.784668
	Iteration 15Q: 3 clusters Score -2.381179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 185502 members 
Entering Unmasked Estep 
Score: -23811786.000000 Penalty: 6017.784668
	Iteration 16Q: 3 clusters Score -2.381179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 185505 members 
Entering Unmasked Estep 
Score: -23811808.000000 Penalty: 6017.784668
	Iteration 17Q: 3 clusters Score -2.381181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 185511 members 
Entering Unmasked Estep 
Score: -23811820.000000 Penalty: 6017.784668
	Iteration 18Q: 3 clusters Score -2.381182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 185513 members 
Entering Unmasked Estep 
Score: -23811808.000000 Penalty: 6017.784668
	Iteration 19Q: 3 clusters Score -2.381181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 185516 members 
Entering Unmasked Estep 
Score: -23811830.000000 Penalty: 6017.784668
	Iteration 20F: 3 clusters Score -2.381183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 185516 members 
Entering Unmasked Estep 
Score: -23811828.000000 Penalty: 6017.784668
	Iteration 21Q: 3 clusters Score -2.381183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 185515 members 
Entering Unmasked Estep 
Score: -23811832.000000 Penalty: 6017.784668
	Iteration 22Q: 3 clusters Score -2.381183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 185515 members 
Entering Unmasked Estep 
Score: -23811856.000000 Penalty: 6017.784668
	Iteration 23Q: 3 clusters Score -2.381186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 185518 members 
Entering Unmasked Estep 
Score: -23811856.000000 Penalty: 6017.784668
	Iteration 24Q: 3 clusters Score -2.381186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 185517 members 
Entering Unmasked Estep 
Score: -23811844.000000 Penalty: 6017.784668
	Iteration 25Q: 3 clusters Score -2.381184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 185517 members 
Entering Unmasked Estep 
Score: -23811844.000000 Penalty: 6017.784668
	Iteration 26F: 3 clusters Score -2.381184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Entering Unmasked Estep 
Score: -1278151.500000 Penalty: 2296.854248
	Iteration 0F: 2 clusters Score -1278152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1270137.875000 Penalty: 4593.708496
	Iteration 0F: 3 clusters Score -1270138 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1272489.250000 Penalty: 4593.708496
	Iteration 1F: 3 clusters Score -1272489 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1272809.375000 Penalty: 4593.708496
	Iteration 2F: 3 clusters Score -1272809 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1273067.375000 Penalty: 4593.708496
	Iteration 3F: 3 clusters Score -1273067 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1273271.125000 Penalty: 4593.708496
	Iteration 4Q: 3 clusters Score -1273271 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1273428.375000 Penalty: 4593.708496
	Iteration 5Q: 3 clusters Score -1273428 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1273605.625000 Penalty: 4593.708496
	Iteration 6Q: 3 clusters Score -1273606 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1273812.500000 Penalty: 4593.708496
	Iteration 7Q: 3 clusters Score -1273812 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1274078.750000 Penalty: 4593.708496
	Iteration 8Q: 3 clusters Score -1274079 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1274434.250000 Penalty: 4593.708496
	Iteration 9Q: 3 clusters Score -1274434 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1274849.000000 Penalty: 4593.708496
	Iteration 10Q: 3 clusters Score -1274849 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1275364.500000 Penalty: 4593.708496
	Iteration 11Q: 3 clusters Score -1275364 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1275892.625000 Penalty: 4593.708496
	Iteration 12Q: 3 clusters Score -1275893 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1276233.875000 Penalty: 4593.708496
	Iteration 13Q: 3 clusters Score -1276234 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1276455.500000 Penalty: 4593.708496
	Iteration 14Q: 3 clusters Score -1276456 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1276584.750000 Penalty: 4593.708496
	Iteration 15Q: 3 clusters Score -1276585 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1276668.750000 Penalty: 4593.708496
	Iteration 16Q: 3 clusters Score -1276669 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1276725.125000 Penalty: 4593.708496
	Iteration 17Q: 3 clusters Score -1276725 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1276771.625000 Penalty: 4593.708496
	Iteration 18Q: 3 clusters Score -1276772 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1276795.500000 Penalty: 4593.708496
	Iteration 19Q: 3 clusters Score -1276796 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1276821.625000 Penalty: 4593.708496
	Iteration 20F: 3 clusters Score -1276822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1276831.625000 Penalty: 4593.708496
	Iteration 21Q: 3 clusters Score -1276832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1276844.375000 Penalty: 4593.708496
	Iteration 22Q: 3 clusters Score -1276844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1276850.000000 Penalty: 4593.708496
	Iteration 23Q: 3 clusters Score -1276850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1276857.125000 Penalty: 4593.708496
	Iteration 24Q: 3 clusters Score -1276857 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1276861.625000 Penalty: 4593.708496
	Iteration 25Q: 3 clusters Score -1276862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1276863.500000 Penalty: 4593.708496
	Iteration 26Q: 3 clusters Score -1276864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1276869.625000 Penalty: 4593.708496
	Iteration 27Q: 3 clusters Score -1276870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1276876.625000 Penalty: 4593.708496
	Iteration 28Q: 3 clusters Score -1276877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1276882.375000 Penalty: 4593.708496
	Iteration 29Q: 3 clusters Score -1276882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1276883.000000 Penalty: 4593.708496
	Iteration 30Q: 3 clusters Score -1276883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1276890.000000 Penalty: 4593.708496
	Iteration 31Q: 3 clusters Score -1276890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1276890.125000 Penalty: 4593.708496
	Iteration 32Q: 3 clusters Score -1276890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1276890.750000 Penalty: 4593.708496
	Iteration 33Q: 3 clusters Score -1276891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1276893.000000 Penalty: 4593.708496
	Iteration 34Q: 3 clusters Score -1276893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1276896.375000 Penalty: 4593.708496
	Iteration 35Q: 3 clusters Score -1276896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1276902.500000 Penalty: 4593.708496
	Iteration 36Q: 3 clusters Score -1276902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1276902.375000 Penalty: 4593.708496
	Iteration 37Q: 3 clusters Score -1276902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1276906.625000 Penalty: 4593.708496
	Iteration 38Q: 3 clusters Score -1276907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1276908.375000 Penalty: 4593.708496
	Iteration 39Q: 3 clusters Score -1276908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1276910.625000 Penalty: 4593.708496
	Iteration 40F: 3 clusters Score -1276911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1276911.125000 Penalty: 4593.708496
	Iteration 41Q: 3 clusters Score -1276911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1276914.375000 Penalty: 4593.708496
	Iteration 42Q: 3 clusters Score -1276914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1276916.250000 Penalty: 4593.708496
	Iteration 43Q: 3 clusters Score -1276916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1276921.500000 Penalty: 4593.708496
	Iteration 44Q: 3 clusters Score -1276922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1276924.250000 Penalty: 4593.708496
	Iteration 45Q: 3 clusters Score -1276924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1276934.125000 Penalty: 4593.708496
	Iteration 46Q: 3 clusters Score -1276934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1276946.500000 Penalty: 4593.708496
	Iteration 47Q: 3 clusters Score -1276946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1276966.625000 Penalty: 4593.708496
	Iteration 48Q: 3 clusters Score -1276967 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1276985.375000 Penalty: 4593.708496
	Iteration 49Q: 3 clusters Score -1276985 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1277009.000000 Penalty: 4593.708496
	Iteration 50Q: 3 clusters Score -1277009 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1277032.375000 Penalty: 4593.708496
	Iteration 51Q: 3 clusters Score -1277032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1277052.125000 Penalty: 4593.708496
	Iteration 52Q: 3 clusters Score -1277052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1277065.875000 Penalty: 4593.708496
	Iteration 53Q: 3 clusters Score -1277066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1277083.125000 Penalty: 4593.708496
	Iteration 54Q: 3 clusters Score -1277083 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1277104.750000 Penalty: 4593.708496
	Iteration 55Q: 3 clusters Score -1277105 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1277135.000000 Penalty: 4593.708496
	Iteration 56Q: 3 clusters Score -1277135 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1277158.875000 Penalty: 4593.708496
	Iteration 57Q: 3 clusters Score -1277159 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1277183.750000 Penalty: 4593.708496
	Iteration 58Q: 3 clusters Score -1277184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1277207.750000 Penalty: 4593.708496
	Iteration 59Q: 3 clusters Score -1277208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1277222.500000 Penalty: 4593.708496
	Iteration 60F: 3 clusters Score -1277222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1277234.125000 Penalty: 4593.708496
	Iteration 61Q: 3 clusters Score -1277234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1277250.250000 Penalty: 4593.708496
	Iteration 62Q: 3 clusters Score -1277250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1277265.250000 Penalty: 4593.708496
	Iteration 63Q: 3 clusters Score -1277265 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1277283.375000 Penalty: 4593.708496
	Iteration 64Q: 3 clusters Score -1277283 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1277299.000000 Penalty: 4593.708496
	Iteration 65Q: 3 clusters Score -1277299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1277313.000000 Penalty: 4593.708496
	Iteration 66Q: 3 clusters Score -1277313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1277320.750000 Penalty: 4593.708496
	Iteration 67Q: 3 clusters Score -1277321 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1277335.375000 Penalty: 4593.708496
	Iteration 68Q: 3 clusters Score -1277335 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1277347.000000 Penalty: 4593.708496
	Iteration 69Q: 3 clusters Score -1277347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1277356.875000 Penalty: 4593.708496
	Iteration 70Q: 3 clusters Score -1277357 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1277376.125000 Penalty: 4593.708496
	Iteration 71Q: 3 clusters Score -1277376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1277388.250000 Penalty: 4593.708496
	Iteration 72Q: 3 clusters Score -1277388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1277401.250000 Penalty: 4593.708496
	Iteration 73Q: 3 clusters Score -1277401 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1277411.250000 Penalty: 4593.708496
	Iteration 74Q: 3 clusters Score -1277411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1277417.625000 Penalty: 4593.708496
	Iteration 75Q: 3 clusters Score -1277418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1277425.375000 Penalty: 4593.708496
	Iteration 76Q: 3 clusters Score -1277425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1277433.750000 Penalty: 4593.708496
	Iteration 77Q: 3 clusters Score -1277434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1277440.500000 Penalty: 4593.708496
	Iteration 78Q: 3 clusters Score -1277440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1277444.750000 Penalty: 4593.708496
	Iteration 79Q: 3 clusters Score -1277445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1277452.000000 Penalty: 4593.708496
	Iteration 80F: 3 clusters Score -1277452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1277461.625000 Penalty: 4593.708496
	Iteration 81Q: 3 clusters Score -1277462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1277460.750000 Penalty: 4593.708496
	Iteration 82Q: 3 clusters Score -1277461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1277469.375000 Penalty: 4593.708496
	Iteration 83Q: 3 clusters Score -1277469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1277474.250000 Penalty: 4593.708496
	Iteration 84Q: 3 clusters Score -1277474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1277475.500000 Penalty: 4593.708496
	Iteration 85Q: 3 clusters Score -1277476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1277478.125000 Penalty: 4593.708496
	Iteration 86Q: 3 clusters Score -1277478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1277479.250000 Penalty: 4593.708496
	Iteration 87Q: 3 clusters Score -1277479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1277480.875000 Penalty: 4593.708496
	Iteration 88Q: 3 clusters Score -1277481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1277480.625000 Penalty: 4593.708496
	Iteration 89Q: 3 clusters Score -1277481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1277485.250000 Penalty: 4593.708496
	Iteration 90Q: 3 clusters Score -1277485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1277484.875000 Penalty: 4593.708496
	Iteration 91Q: 3 clusters Score -1277485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1277486.250000 Penalty: 4593.708496
	Iteration 92Q: 3 clusters Score -1277486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1277486.375000 Penalty: 4593.708496
	Iteration 93Q: 3 clusters Score -1277486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1277486.750000 Penalty: 4593.708496
	Iteration 94Q: 3 clusters Score -1277487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1277486.750000 Penalty: 4593.708496
	Iteration 95F: 3 clusters Score -1277487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (75964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75964 members 
Entering Unmasked Estep 
Score: -9730621.000000 Penalty: 2787.027832
	Iteration 0F: 2 clusters Score -9730621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -9679632.000000 Penalty: 5574.055664
	Iteration 0F: 3 clusters Score -9679632 nChanged 35777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -9700226.000000 Penalty: 5574.055664
	Iteration 1F: 3 clusters Score -9700226 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -9701093.000000 Penalty: 5574.055664
	Iteration 2Q: 3 clusters Score -9701093 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -9702219.000000 Penalty: 5574.055664
	Iteration 3Q: 3 clusters Score -9702219 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -9703613.000000 Penalty: 5574.055664
	Iteration 4Q: 3 clusters Score -9703613 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -9705505.000000 Penalty: 5574.055664
	Iteration 5Q: 3 clusters Score -9705505 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -9708180.000000 Penalty: 5574.055664
	Iteration 6F: 3 clusters Score -9708180 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -9711377.000000 Penalty: 5574.055664
	Iteration 7F: 3 clusters Score -9711377 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -9714884.000000 Penalty: 5574.055664
	Iteration 8F: 3 clusters Score -9714884 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -9718057.000000 Penalty: 5574.055664
	Iteration 9F: 3 clusters Score -9718057 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -9720921.000000 Penalty: 5574.055664
	Iteration 10Q: 3 clusters Score -9720921 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 68533 members 
Entering Unmasked Estep 
Score: -9723225.000000 Penalty: 5574.055664
	Iteration 11Q: 3 clusters Score -9723225 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -9725116.000000 Penalty: 5574.055664
	Iteration 12Q: 3 clusters Score -9725116 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 72507 members 
Entering Unmasked Estep 
Score: -9726399.000000 Penalty: 5574.055664
	Iteration 13Q: 3 clusters Score -9726399 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 73563 members 
Entering Unmasked Estep 
Score: -9727155.000000 Penalty: 5574.055664
	Iteration 14Q: 3 clusters Score -9727155 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 74231 members 
Entering Unmasked Estep 
Score: -9727671.000000 Penalty: 5574.055664
	Iteration 15Q: 3 clusters Score -9727671 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 74611 members 
Entering Unmasked Estep 
Score: -9727973.000000 Penalty: 5574.055664
	Iteration 16Q: 3 clusters Score -9727973 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -9728141.000000 Penalty: 5574.055664
	Iteration 17Q: 3 clusters Score -9728141 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -9728245.000000 Penalty: 5574.055664
	Iteration 18Q: 3 clusters Score -9728245 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
Score: -9728289.000000 Penalty: 5574.055664
	Iteration 19Q: 3 clusters Score -9728289 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 75107 members 
Entering Unmasked Estep 
Score: -9728324.000000 Penalty: 5574.055664
	Iteration 20F: 3 clusters Score -9728324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 75143 members 
Entering Unmasked Estep 
Score: -9728345.000000 Penalty: 5574.055664
	Iteration 21Q: 3 clusters Score -9728345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -9728355.000000 Penalty: 5574.055664
	Iteration 22Q: 3 clusters Score -9728355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 75169 members 
Entering Unmasked Estep 
Score: -9728363.000000 Penalty: 5574.055664
	Iteration 23Q: 3 clusters Score -9728363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 75176 members 
Entering Unmasked Estep 
Score: -9728370.000000 Penalty: 5574.055664
	Iteration 24Q: 3 clusters Score -9728370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 75182 members 
Entering Unmasked Estep 
Score: -9728370.000000 Penalty: 5574.055664
	Iteration 25Q: 3 clusters Score -9728370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 75187 members 
Entering Unmasked Estep 
Score: -9728374.000000 Penalty: 5574.055664
	Iteration 26Q: 3 clusters Score -9728374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 75195 members 
Entering Unmasked Estep 
Score: -9728379.000000 Penalty: 5574.055664
	Iteration 27Q: 3 clusters Score -9728379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -9728385.000000 Penalty: 5574.055664
	Iteration 28Q: 3 clusters Score -9728385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -9728386.000000 Penalty: 5574.055664
	Iteration 29Q: 3 clusters Score -9728386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -9728386.000000 Penalty: 5574.055664
	Iteration 30Q: 3 clusters Score -9728386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -9728378.000000 Penalty: 5574.055664
	Iteration 31Q: 3 clusters Score -9728378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 75201 members 
Entering Unmasked Estep 
Score: -9728388.000000 Penalty: 5574.055664
	Iteration 32Q: 3 clusters Score -9728388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -9728385.000000 Penalty: 5574.055664
	Iteration 33Q: 3 clusters Score -9728385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -9728393.000000 Penalty: 5574.055664
	Iteration 34Q: 3 clusters Score -9728393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -9728387.000000 Penalty: 5574.055664
	Iteration 35Q: 3 clusters Score -9728387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -9728389.000000 Penalty: 5574.055664
	Iteration 36Q: 3 clusters Score -9728389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 75201 members 
Entering Unmasked Estep 
Score: -9728394.000000 Penalty: 5574.055664
	Iteration 37Q: 3 clusters Score -9728394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 75201 members 
Entering Unmasked Estep 
Score: -9728394.000000 Penalty: 5574.055664
	Iteration 38F: 3 clusters Score -9728394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (99722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99722 members 
Entering Unmasked Estep 
Score: -11960889.000000 Penalty: 2854.515137
	Iteration 0F: 2 clusters Score -1.196089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -11894185.000000 Penalty: 5709.030273
	Iteration 0F: 3 clusters Score -1.189418e+07 nChanged 47131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -11921536.000000 Penalty: 5709.030273
	Iteration 1F: 3 clusters Score -1.192154e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51451 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -11923180.000000 Penalty: 5709.030273
	Iteration 2Q: 3 clusters Score -1.192318e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -11925367.000000 Penalty: 5709.030273
	Iteration 3Q: 3 clusters Score -1.192537e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -11928023.000000 Penalty: 5709.030273
	Iteration 4F: 3 clusters Score -1.192802e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -11931256.000000 Penalty: 5709.030273
	Iteration 5F: 3 clusters Score -1.193126e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -11934597.000000 Penalty: 5709.030273
	Iteration 6F: 3 clusters Score -1.19346e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -11937997.000000 Penalty: 5709.030273
	Iteration 7F: 3 clusters Score -1.1938e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -11941195.000000 Penalty: 5709.030273
	Iteration 8F: 3 clusters Score -1.19412e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -11944069.000000 Penalty: 5709.030273
	Iteration 9Q: 3 clusters Score -1.194407e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -11946504.000000 Penalty: 5709.030273
	Iteration 10Q: 3 clusters Score -1.19465e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67459 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -11948426.000000 Penalty: 5709.030273
	Iteration 11Q: 3 clusters Score -1.194843e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68995 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -11949913.000000 Penalty: 5709.030273
	Iteration 12Q: 3 clusters Score -1.194991e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70400 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -11951114.000000 Penalty: 5709.030273
	Iteration 13Q: 3 clusters Score -1.195111e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -11952083.000000 Penalty: 5709.030273
	Iteration 14Q: 3 clusters Score -1.195208e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73123 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -11952866.000000 Penalty: 5709.030273
	Iteration 15Q: 3 clusters Score -1.195287e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74488 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -11953703.000000 Penalty: 5709.030273
	Iteration 16Q: 3 clusters Score -1.19537e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75782 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -11954418.000000 Penalty: 5709.030273
	Iteration 17Q: 3 clusters Score -1.195442e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -11954953.000000 Penalty: 5709.030273
	Iteration 18Q: 3 clusters Score -1.195495e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78221 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -11955515.000000 Penalty: 5709.030273
	Iteration 19Q: 3 clusters Score -1.195552e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79327 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -11955985.000000 Penalty: 5709.030273
	Iteration 20F: 3 clusters Score -1.195598e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -11956436.000000 Penalty: 5709.030273
	Iteration 21Q: 3 clusters Score -1.195644e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81320 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -11956811.000000 Penalty: 5709.030273
	Iteration 22Q: 3 clusters Score -1.195681e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -11957123.000000 Penalty: 5709.030273
	Iteration 23Q: 3 clusters Score -1.195712e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -11957490.000000 Penalty: 5709.030273
	Iteration 24Q: 3 clusters Score -1.195749e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83986 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -11957767.000000 Penalty: 5709.030273
	Iteration 25Q: 3 clusters Score -1.195777e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84735 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -11957983.000000 Penalty: 5709.030273
	Iteration 26Q: 3 clusters Score -1.195798e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85416 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -11958185.000000 Penalty: 5709.030273
	Iteration 27Q: 3 clusters Score -1.195818e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86044 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -11958383.000000 Penalty: 5709.030273
	Iteration 28Q: 3 clusters Score -1.195838e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86612 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -11958604.000000 Penalty: 5709.030273
	Iteration 29Q: 3 clusters Score -1.19586e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87128 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -11958756.000000 Penalty: 5709.030273
	Iteration 30Q: 3 clusters Score -1.195876e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87597 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -11958849.000000 Penalty: 5709.030273
	Iteration 31Q: 3 clusters Score -1.195885e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88024 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -11958928.000000 Penalty: 5709.030273
	Iteration 32Q: 3 clusters Score -1.195893e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88452 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -11959014.000000 Penalty: 5709.030273
	Iteration 33Q: 3 clusters Score -1.195901e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88835 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -11959099.000000 Penalty: 5709.030273
	Iteration 34Q: 3 clusters Score -1.19591e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89200 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -11959189.000000 Penalty: 5709.030273
	Iteration 35Q: 3 clusters Score -1.195919e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89520 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -11959191.000000 Penalty: 5709.030273
	Iteration 36Q: 3 clusters Score -1.195919e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89804 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -11959237.000000 Penalty: 5709.030273
	Iteration 37Q: 3 clusters Score -1.195924e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90072 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -11959299.000000 Penalty: 5709.030273
	Iteration 38Q: 3 clusters Score -1.19593e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90339 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -11959415.000000 Penalty: 5709.030273
	Iteration 39Q: 3 clusters Score -1.195942e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90617 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -11959481.000000 Penalty: 5709.030273
	Iteration 40F: 3 clusters Score -1.195948e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90861 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -11959556.000000 Penalty: 5709.030273
	Iteration 41Q: 3 clusters Score -1.195956e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -11959569.000000 Penalty: 5709.030273
	Iteration 42Q: 3 clusters Score -1.195957e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91295 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -11959592.000000 Penalty: 5709.030273
	Iteration 43Q: 3 clusters Score -1.195959e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -11959622.000000 Penalty: 5709.030273
	Iteration 44Q: 3 clusters Score -1.195962e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91733 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -11959637.000000 Penalty: 5709.030273
	Iteration 45Q: 3 clusters Score -1.195964e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91944 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -11959704.000000 Penalty: 5709.030273
	Iteration 46Q: 3 clusters Score -1.19597e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92141 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -11959733.000000 Penalty: 5709.030273
	Iteration 47Q: 3 clusters Score -1.195973e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92360 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -11959804.000000 Penalty: 5709.030273
	Iteration 48Q: 3 clusters Score -1.19598e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -11959827.000000 Penalty: 5709.030273
	Iteration 49Q: 3 clusters Score -1.195983e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92836 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -11959856.000000 Penalty: 5709.030273
	Iteration 50Q: 3 clusters Score -1.195986e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93054 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -11959898.000000 Penalty: 5709.030273
	Iteration 51Q: 3 clusters Score -1.19599e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93282 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -11959972.000000 Penalty: 5709.030273
	Iteration 52Q: 3 clusters Score -1.195997e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93477 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -11959997.000000 Penalty: 5709.030273
	Iteration 53Q: 3 clusters Score -1.196e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93657 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -11960079.000000 Penalty: 5709.030273
	Iteration 54Q: 3 clusters Score -1.196008e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93828 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -11960117.000000 Penalty: 5709.030273
	Iteration 55Q: 3 clusters Score -1.196012e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -11960153.000000 Penalty: 5709.030273
	Iteration 56Q: 3 clusters Score -1.196015e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94119 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -11960211.000000 Penalty: 5709.030273
	Iteration 57Q: 3 clusters Score -1.196021e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94248 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -11960281.000000 Penalty: 5709.030273
	Iteration 58Q: 3 clusters Score -1.196028e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94364 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -11960335.000000 Penalty: 5709.030273
	Iteration 59Q: 3 clusters Score -1.196034e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94465 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -11960319.000000 Penalty: 5709.030273
	Iteration 60F: 3 clusters Score -1.196032e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94552 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -11960335.000000 Penalty: 5709.030273
	Iteration 61Q: 3 clusters Score -1.196034e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94617 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -11960364.000000 Penalty: 5709.030273
	Iteration 62Q: 3 clusters Score -1.196036e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94689 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -11960387.000000 Penalty: 5709.030273
	Iteration 63Q: 3 clusters Score -1.196039e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94769 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -11960393.000000 Penalty: 5709.030273
	Iteration 64Q: 3 clusters Score -1.196039e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -11960387.000000 Penalty: 5709.030273
	Iteration 65Q: 3 clusters Score -1.196039e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94932 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -11960389.000000 Penalty: 5709.030273
	Iteration 66Q: 3 clusters Score -1.196039e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94999 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -11960417.000000 Penalty: 5709.030273
	Iteration 67Q: 3 clusters Score -1.196042e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95049 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -11960410.000000 Penalty: 5709.030273
	Iteration 68Q: 3 clusters Score -1.196041e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95097 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -11960416.000000 Penalty: 5709.030273
	Iteration 69Q: 3 clusters Score -1.196042e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95147 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -11960417.000000 Penalty: 5709.030273
	Iteration 70Q: 3 clusters Score -1.196042e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95191 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -11960431.000000 Penalty: 5709.030273
	Iteration 71Q: 3 clusters Score -1.196043e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95232 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -11960434.000000 Penalty: 5709.030273
	Iteration 72Q: 3 clusters Score -1.196043e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95271 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -11960423.000000 Penalty: 5709.030273
	Iteration 73Q: 3 clusters Score -1.196042e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95316 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -11960434.000000 Penalty: 5709.030273
	Iteration 74Q: 3 clusters Score -1.196043e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95355 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -11960474.000000 Penalty: 5709.030273
	Iteration 75Q: 3 clusters Score -1.196047e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95395 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -11960464.000000 Penalty: 5709.030273
	Iteration 76Q: 3 clusters Score -1.196046e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95433 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -11960488.000000 Penalty: 5709.030273
	Iteration 77Q: 3 clusters Score -1.196049e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95478 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -11960477.000000 Penalty: 5709.030273
	Iteration 78Q: 3 clusters Score -1.196048e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95525 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -11960497.000000 Penalty: 5709.030273
	Iteration 79Q: 3 clusters Score -1.19605e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95568 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -11960503.000000 Penalty: 5709.030273
	Iteration 80F: 3 clusters Score -1.19605e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95602 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -11960512.000000 Penalty: 5709.030273
	Iteration 81Q: 3 clusters Score -1.196051e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95636 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -11960525.000000 Penalty: 5709.030273
	Iteration 82Q: 3 clusters Score -1.196052e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95687 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -11960542.000000 Penalty: 5709.030273
	Iteration 83Q: 3 clusters Score -1.196054e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95737 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -11960565.000000 Penalty: 5709.030273
	Iteration 84Q: 3 clusters Score -1.196056e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95792 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -11960554.000000 Penalty: 5709.030273
	Iteration 85Q: 3 clusters Score -1.196055e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95840 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -11960576.000000 Penalty: 5709.030273
	Iteration 86Q: 3 clusters Score -1.196058e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95884 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -11960583.000000 Penalty: 5709.030273
	Iteration 87Q: 3 clusters Score -1.196058e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95918 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -11960580.000000 Penalty: 5709.030273
	Iteration 88Q: 3 clusters Score -1.196058e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95958 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -11960588.000000 Penalty: 5709.030273
	Iteration 89Q: 3 clusters Score -1.196059e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95995 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -11960573.000000 Penalty: 5709.030273
	Iteration 90Q: 3 clusters Score -1.196057e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96024 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -11960604.000000 Penalty: 5709.030273
	Iteration 91Q: 3 clusters Score -1.19606e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96055 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -11960617.000000 Penalty: 5709.030273
	Iteration 92Q: 3 clusters Score -1.196062e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96095 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -11960641.000000 Penalty: 5709.030273
	Iteration 93Q: 3 clusters Score -1.196064e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96142 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -11960628.000000 Penalty: 5709.030273
	Iteration 94Q: 3 clusters Score -1.196063e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96187 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -11960634.000000 Penalty: 5709.030273
	Iteration 95Q: 3 clusters Score -1.196063e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96231 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -11960638.000000 Penalty: 5709.030273
	Iteration 96Q: 3 clusters Score -1.196064e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96284 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -11960658.000000 Penalty: 5709.030273
	Iteration 97Q: 3 clusters Score -1.196066e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96332 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -11960676.000000 Penalty: 5709.030273
	Iteration 98Q: 3 clusters Score -1.196068e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96355 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -11960690.000000 Penalty: 5709.030273
	Iteration 99Q: 3 clusters Score -1.196069e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96381 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -11960687.000000 Penalty: 5709.030273
	Iteration 100F: 3 clusters Score -1.196069e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96404 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -11960703.000000 Penalty: 5709.030273
	Iteration 101Q: 3 clusters Score -1.19607e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96424 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -11960719.000000 Penalty: 5709.030273
	Iteration 102Q: 3 clusters Score -1.196072e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96438 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -11960703.000000 Penalty: 5709.030273
	Iteration 103Q: 3 clusters Score -1.19607e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96458 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -11960701.000000 Penalty: 5709.030273
	Iteration 104Q: 3 clusters Score -1.19607e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96485 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -11960699.000000 Penalty: 5709.030273
	Iteration 105Q: 3 clusters Score -1.19607e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96511 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -11960709.000000 Penalty: 5709.030273
	Iteration 106Q: 3 clusters Score -1.196071e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96532 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -11960718.000000 Penalty: 5709.030273
	Iteration 107Q: 3 clusters Score -1.196072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96545 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -11960716.000000 Penalty: 5709.030273
	Iteration 108Q: 3 clusters Score -1.196072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96545 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -11960728.000000 Penalty: 5709.030273
	Iteration 109Q: 3 clusters Score -1.196073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96545 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -11960731.000000 Penalty: 5709.030273
	Iteration 110Q: 3 clusters Score -1.196073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96548 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -11960720.000000 Penalty: 5709.030273
	Iteration 111Q: 3 clusters Score -1.196072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96549 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -11960719.000000 Penalty: 5709.030273
	Iteration 112Q: 3 clusters Score -1.196072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96548 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -11960723.000000 Penalty: 5709.030273
	Iteration 113Q: 3 clusters Score -1.196072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96549 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -11960716.000000 Penalty: 5709.030273
	Iteration 114Q: 3 clusters Score -1.196072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96553 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -11960702.000000 Penalty: 5709.030273
	Iteration 115Q: 3 clusters Score -1.19607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96554 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -11960712.000000 Penalty: 5709.030273
	Iteration 116Q: 3 clusters Score -1.196071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96557 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -11960706.000000 Penalty: 5709.030273
	Iteration 117Q: 3 clusters Score -1.196071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96559 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -11960712.000000 Penalty: 5709.030273
	Iteration 118Q: 3 clusters Score -1.196071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96561 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -11960709.000000 Penalty: 5709.030273
	Iteration 119Q: 3 clusters Score -1.196071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96561 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -11960709.000000 Penalty: 5709.030273
	Iteration 120F: 3 clusters Score -1.196071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Entering Unmasked Estep 
Score: -513527.781250 Penalty: 2086.684814
	Iteration 0F: 2 clusters Score -513527.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -509338.562500 Penalty: 4173.369629
	Iteration 0F: 3 clusters Score -509338.6 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -510478.843750 Penalty: 4173.369629
	Iteration 1F: 3 clusters Score -510478.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -510931.343750 Penalty: 4173.369629
	Iteration 2F: 3 clusters Score -510931.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -511457.125000 Penalty: 4173.369629
	Iteration 3F: 3 clusters Score -511457.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -511934.531250 Penalty: 4173.369629
	Iteration 4F: 3 clusters Score -511934.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -512309.593750 Penalty: 4173.369629
	Iteration 5F: 3 clusters Score -512309.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -512507.812500 Penalty: 4173.369629
	Iteration 6F: 3 clusters Score -512507.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -512614.812500 Penalty: 4173.369629
	Iteration 7Q: 3 clusters Score -512614.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -512689.625000 Penalty: 4173.369629
	Iteration 8Q: 3 clusters Score -512689.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -512737.218750 Penalty: 4173.369629
	Iteration 9Q: 3 clusters Score -512737.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -512762.406250 Penalty: 4173.369629
	Iteration 10Q: 3 clusters Score -512762.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -512776.250000 Penalty: 4173.369629
	Iteration 11Q: 3 clusters Score -512776.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -512785.968750 Penalty: 4173.369629
	Iteration 12Q: 3 clusters Score -512786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -512792.843750 Penalty: 4173.369629
	Iteration 13Q: 3 clusters Score -512792.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -512798.656250 Penalty: 4173.369629
	Iteration 14Q: 3 clusters Score -512798.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -512802.875000 Penalty: 4173.369629
	Iteration 15Q: 3 clusters Score -512802.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -512809.312500 Penalty: 4173.369629
	Iteration 16Q: 3 clusters Score -512809.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -512812.843750 Penalty: 4173.369629
	Iteration 17Q: 3 clusters Score -512812.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -512815.156250 Penalty: 4173.369629
	Iteration 18Q: 3 clusters Score -512815.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -512817.250000 Penalty: 4173.369629
	Iteration 19Q: 3 clusters Score -512817.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -512821.781250 Penalty: 4173.369629
	Iteration 20F: 3 clusters Score -512821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -512827.468750 Penalty: 4173.369629
	Iteration 21Q: 3 clusters Score -512827.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -512830.250000 Penalty: 4173.369629
	Iteration 22Q: 3 clusters Score -512830.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -512835.687500 Penalty: 4173.369629
	Iteration 23Q: 3 clusters Score -512835.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -512843.406250 Penalty: 4173.369629
	Iteration 24Q: 3 clusters Score -512843.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -512851.906250 Penalty: 4173.369629
	Iteration 25Q: 3 clusters Score -512851.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -512857.968750 Penalty: 4173.369629
	Iteration 26Q: 3 clusters Score -512858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -512861.562500 Penalty: 4173.369629
	Iteration 27Q: 3 clusters Score -512861.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -512866.531250 Penalty: 4173.369629
	Iteration 28Q: 3 clusters Score -512866.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -512871.812500 Penalty: 4173.369629
	Iteration 29Q: 3 clusters Score -512871.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -512875.468750 Penalty: 4173.369629
	Iteration 30Q: 3 clusters Score -512875.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -512878.125000 Penalty: 4173.369629
	Iteration 31Q: 3 clusters Score -512878.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -512880.000000 Penalty: 4173.369629
	Iteration 32Q: 3 clusters Score -512880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -512882.312500 Penalty: 4173.369629
	Iteration 33Q: 3 clusters Score -512882.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -512885.937500 Penalty: 4173.369629
	Iteration 34Q: 3 clusters Score -512885.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -512889.562500 Penalty: 4173.369629
	Iteration 35Q: 3 clusters Score -512889.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -512891.250000 Penalty: 4173.369629
	Iteration 36Q: 3 clusters Score -512891.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -512892.250000 Penalty: 4173.369629
	Iteration 37Q: 3 clusters Score -512892.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -512893.281250 Penalty: 4173.369629
	Iteration 38Q: 3 clusters Score -512893.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -512893.468750 Penalty: 4173.369629
	Iteration 39Q: 3 clusters Score -512893.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -512894.468750 Penalty: 4173.369629
	Iteration 40F: 3 clusters Score -512894.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -512896.093750 Penalty: 4173.369629
	Iteration 41Q: 3 clusters Score -512896.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -512897.437500 Penalty: 4173.369629
	Iteration 42Q: 3 clusters Score -512897.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -512898.218750 Penalty: 4173.369629
	Iteration 43Q: 3 clusters Score -512898.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -512899.062500 Penalty: 4173.369629
	Iteration 44Q: 3 clusters Score -512899.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -512900.812500 Penalty: 4173.369629
	Iteration 45Q: 3 clusters Score -512900.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -512900.812500 Penalty: 4173.369629
	Iteration 46F: 3 clusters Score -512900.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Entering Unmasked Estep 
Score: -983781.875000 Penalty: 2230.831543
	Iteration 0F: 2 clusters Score -983781.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -977354.375000 Penalty: 4461.663086
	Iteration 0F: 3 clusters Score -977354.4 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -979218.750000 Penalty: 4461.663086
	Iteration 1F: 3 clusters Score -979218.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -979744.750000 Penalty: 4461.663086
	Iteration 2F: 3 clusters Score -979744.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -980242.562500 Penalty: 4461.663086
	Iteration 3F: 3 clusters Score -980242.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -980682.875000 Penalty: 4461.663086
	Iteration 4F: 3 clusters Score -980682.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -981155.687500 Penalty: 4461.663086
	Iteration 5F: 3 clusters Score -981155.7 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -981688.500000 Penalty: 4461.663086
	Iteration 6F: 3 clusters Score -981688.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -982218.187500 Penalty: 4461.663086
	Iteration 7F: 3 clusters Score -982218.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -982625.062500 Penalty: 4461.663086
	Iteration 8F: 3 clusters Score -982625.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -982917.187500 Penalty: 4461.663086
	Iteration 9Q: 3 clusters Score -982917.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -983092.187500 Penalty: 4461.663086
	Iteration 10Q: 3 clusters Score -983092.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -983199.750000 Penalty: 4461.663086
	Iteration 11Q: 3 clusters Score -983199.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -983296.187500 Penalty: 4461.663086
	Iteration 12Q: 3 clusters Score -983296.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -983373.562500 Penalty: 4461.663086
	Iteration 13Q: 3 clusters Score -983373.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -983445.000000 Penalty: 4461.663086
	Iteration 14Q: 3 clusters Score -983445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -983483.000000 Penalty: 4461.663086
	Iteration 15Q: 3 clusters Score -983483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -983497.437500 Penalty: 4461.663086
	Iteration 16Q: 3 clusters Score -983497.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -983513.250000 Penalty: 4461.663086
	Iteration 17Q: 3 clusters Score -983513.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -983530.687500 Penalty: 4461.663086
	Iteration 18Q: 3 clusters Score -983530.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -983552.875000 Penalty: 4461.663086
	Iteration 19Q: 3 clusters Score -983552.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -983560.375000 Penalty: 4461.663086
	Iteration 20F: 3 clusters Score -983560.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -983564.812500 Penalty: 4461.663086
	Iteration 21Q: 3 clusters Score -983564.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -983566.625000 Penalty: 4461.663086
	Iteration 22Q: 3 clusters Score -983566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -983566.750000 Penalty: 4461.663086
	Iteration 23Q: 3 clusters Score -983566.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -983570.187500 Penalty: 4461.663086
	Iteration 24Q: 3 clusters Score -983570.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -983573.062500 Penalty: 4461.663086
	Iteration 25Q: 3 clusters Score -983573.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -983576.250000 Penalty: 4461.663086
	Iteration 26Q: 3 clusters Score -983576.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -983578.625000 Penalty: 4461.663086
	Iteration 27Q: 3 clusters Score -983578.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -983578.437500 Penalty: 4461.663086
	Iteration 28Q: 3 clusters Score -983578.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -983578.437500 Penalty: 4461.663086
	Iteration 29F: 3 clusters Score -983578.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (172026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172026 members 
Entering Unmasked Estep 
Score: -22264732.000000 Penalty: 2989.739502
	Iteration 0F: 2 clusters Score -2.226473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 86074 members 
Entering Unmasked Estep 
Score: -22155026.000000 Penalty: 5979.479004
	Iteration 0F: 3 clusters Score -2.215503e+07 nChanged 82527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84913 members 
Mstep: Class 2 contains 87113 members 
Entering Unmasked Estep 
Score: -22202646.000000 Penalty: 5979.479004
	Iteration 1F: 3 clusters Score -2.220265e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 87979 members 
Entering Unmasked Estep 
Score: -22203490.000000 Penalty: 5979.479004
	Iteration 2Q: 3 clusters Score -2.220349e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82556 members 
Mstep: Class 2 contains 89470 members 
Entering Unmasked Estep 
Score: -22204616.000000 Penalty: 5979.479004
	Iteration 3Q: 3 clusters Score -2.220462e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80173 members 
Mstep: Class 2 contains 91853 members 
Entering Unmasked Estep 
Score: -22206212.000000 Penalty: 5979.479004
	Iteration 4Q: 3 clusters Score -2.220621e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76451 members 
Mstep: Class 2 contains 95575 members 
Entering Unmasked Estep 
Score: -22208490.000000 Penalty: 5979.479004
	Iteration 5Q: 3 clusters Score -2.220849e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Mstep: Class 2 contains 101069 members 
Entering Unmasked Estep 
Score: -22212402.000000 Penalty: 5979.479004
	Iteration 6F: 3 clusters Score -2.22124e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 108619 members 
Entering Unmasked Estep 
Score: -22218182.000000 Penalty: 5979.479004
	Iteration 7F: 3 clusters Score -2.221818e+07 nChanged 11954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 117727 members 
Entering Unmasked Estep 
Score: -22224778.000000 Penalty: 5979.479004
	Iteration 8F: 3 clusters Score -2.222478e+07 nChanged 11463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 127040 members 
Entering Unmasked Estep 
Score: -22231526.000000 Penalty: 5979.479004
	Iteration 9F: 3 clusters Score -2.223153e+07 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 136228 members 
Entering Unmasked Estep 
Score: -22237786.000000 Penalty: 5979.479004
	Iteration 10F: 3 clusters Score -2.223779e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 144916 members 
Entering Unmasked Estep 
Score: -22243564.000000 Penalty: 5979.479004
	Iteration 11F: 3 clusters Score -2.224356e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 152874 members 
Entering Unmasked Estep 
Score: -22249314.000000 Penalty: 5979.479004
	Iteration 12Q: 3 clusters Score -2.224931e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 159770 members 
Entering Unmasked Estep 
Score: -22254360.000000 Penalty: 5979.479004
	Iteration 13Q: 3 clusters Score -2.225436e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 165136 members 
Entering Unmasked Estep 
Score: -22258028.000000 Penalty: 5979.479004
	Iteration 14Q: 3 clusters Score -2.225803e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 168565 members 
Entering Unmasked Estep 
Score: -22260244.000000 Penalty: 5979.479004
	Iteration 15Q: 3 clusters Score -2.226024e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 170313 members 
Entering Unmasked Estep 
Score: -22261102.000000 Penalty: 5979.479004
	Iteration 16Q: 3 clusters Score -2.22611e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 171063 members 
Entering Unmasked Estep 
Score: -22261608.000000 Penalty: 5979.479004
	Iteration 17Q: 3 clusters Score -2.226161e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 171389 members 
Entering Unmasked Estep 
Score: -22261940.000000 Penalty: 5979.479004
	Iteration 18Q: 3 clusters Score -2.226194e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 171510 members 
Entering Unmasked Estep 
Score: -22262018.000000 Penalty: 5979.479004
	Iteration 19Q: 3 clusters Score -2.226202e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 171568 members 
Entering Unmasked Estep 
Score: -22262088.000000 Penalty: 5979.479004
	Iteration 20F: 3 clusters Score -2.226209e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 171617 members 
Entering Unmasked Estep 
Score: -22262106.000000 Penalty: 5979.479004
	Iteration 21Q: 3 clusters Score -2.226211e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 171643 members 
Entering Unmasked Estep 
Score: -22262144.000000 Penalty: 5979.479004
	Iteration 22Q: 3 clusters Score -2.226214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 171652 members 
Entering Unmasked Estep 
Score: -22262160.000000 Penalty: 5979.479004
	Iteration 23Q: 3 clusters Score -2.226216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 171657 members 
Entering Unmasked Estep 
Score: -22262160.000000 Penalty: 5979.479004
	Iteration 24Q: 3 clusters Score -2.226216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 171665 members 
Entering Unmasked Estep 
Score: -22262166.000000 Penalty: 5979.479004
	Iteration 25Q: 3 clusters Score -2.226217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 171677 members 
Entering Unmasked Estep 
Score: -22262188.000000 Penalty: 5979.479004
	Iteration 26Q: 3 clusters Score -2.226219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 171685 members 
Entering Unmasked Estep 
Score: -22262206.000000 Penalty: 5979.479004
	Iteration 27Q: 3 clusters Score -2.226221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 171688 members 
Entering Unmasked Estep 
Score: -22262210.000000 Penalty: 5979.479004
	Iteration 28Q: 3 clusters Score -2.226221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 171688 members 
Entering Unmasked Estep 
Score: -22262212.000000 Penalty: 5979.479004
	Iteration 29Q: 3 clusters Score -2.226221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 171688 members 
Entering Unmasked Estep 
Score: -22262212.000000 Penalty: 5979.479004
	Iteration 30F: 3 clusters Score -2.226221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Entering Unmasked Estep 
Score: -2511572.250000 Penalty: 2452.455078
	Iteration 0F: 2 clusters Score -2511572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2497732.250000 Penalty: 4904.910156
	Iteration 0F: 3 clusters Score -2497732 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2502991.500000 Penalty: 4904.910156
	Iteration 1F: 3 clusters Score -2502992 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2503943.250000 Penalty: 4904.910156
	Iteration 2F: 3 clusters Score -2503943 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2505286.250000 Penalty: 4904.910156
	Iteration 3F: 3 clusters Score -2505286 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2507629.750000 Penalty: 4904.910156
	Iteration 4F: 3 clusters Score -2507630 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2511024.750000 Penalty: 4904.910156
	Iteration 5F: 3 clusters Score -2511025 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2513295.250000 Penalty: 4904.910156
	Iteration 6F: 3 clusters Score -2513295 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2514341.250000 Penalty: 4904.910156
	Iteration 7Q: 3 clusters Score -2514341 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2514963.750000 Penalty: 4904.910156
	Iteration 8Q: 3 clusters Score -2514964 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2515521.500000 Penalty: 4904.910156
	Iteration 9Q: 3 clusters Score -2515522 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2515938.000000 Penalty: 4904.910156
	Iteration 10Q: 3 clusters Score -2515938 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2516126.250000 Penalty: 4904.910156
	Iteration 11Q: 3 clusters Score -2516126 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2516172.250000 Penalty: 4904.910156
	Iteration 12Q: 3 clusters Score -2516172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2516173.000000 Penalty: 4904.910156
	Iteration 13Q: 3 clusters Score -2516173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2516184.000000 Penalty: 4904.910156
	Iteration 14Q: 3 clusters Score -2516184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2516176.750000 Penalty: 4904.910156
	Iteration 15Q: 3 clusters Score -2516177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2516183.000000 Penalty: 4904.910156
	Iteration 16Q: 3 clusters Score -2516183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2516183.000000 Penalty: 4904.910156
	Iteration 17Q: 3 clusters Score -2516183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2516183.250000 Penalty: 4904.910156
	Iteration 18Q: 3 clusters Score -2516183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2516185.000000 Penalty: 4904.910156
	Iteration 19Q: 3 clusters Score -2516185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2516187.500000 Penalty: 4904.910156
	Iteration 20F: 3 clusters Score -2516188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6495 members 
Mstep: Class 3 contains 48326 members 
Mstep: Class 4 contains 5292 members 
Mstep: Class 5 contains 172332 members 
Mstep: Class 6 contains 14574 members 
Mstep: Class 7 contains 185838 members 
Mstep: Class 8 contains 10525 members 
Mstep: Class 9 contains 75964 members 
Mstep: Class 10 contains 99722 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 8065 members 
Mstep: Class 13 contains 172026 members 
Mstep: Class 14 contains 5157 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 97136 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 20 contains 9975 members 
Mstep: Class 21 contains 7508 members 
Mstep: Class 22 contains 9742 members 
Mstep: Class 23 contains 31433 members 
Mstep: Class 24 contains 14758 members 
Mstep: Class 25 contains 24334 members 
Mstep: Class 26 contains 27259 members 
Mstep: Class 27 contains 20295 members 
Mstep: Class 28 contains 15784 members 
Mstep: Class 29 contains 10346 members 
Mstep: Class 30 contains 4358 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1192 members 
Mstep: Class 33 contains 6320 members 
Mstep: Class 34 contains 58164 members 
Mstep: Class 35 contains 14554 members 
Entering Unmasked Estep 
Score: -150908048.000000 Penalty: 121596.867188
Splitting cluster 14 changes total score from -150901680.000000 to -150908048.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 15 (5505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Entering Unmasked Estep 
Score: -598604.250000 Penalty: 2136.126221
	Iteration 0F: 2 clusters Score -598604.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -593780.187500 Penalty: 4272.252441
	Iteration 0F: 3 clusters Score -593780.2 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -595036.562500 Penalty: 4272.252441
	Iteration 1F: 3 clusters Score -595036.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -595475.437500 Penalty: 4272.252441
	Iteration 2F: 3 clusters Score -595475.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -595949.312500 Penalty: 4272.252441
	Iteration 3F: 3 clusters Score -595949.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -596354.125000 Penalty: 4272.252441
	Iteration 4F: 3 clusters Score -596354.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -596692.250000 Penalty: 4272.252441
	Iteration 5F: 3 clusters Score -596692.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -596960.125000 Penalty: 4272.252441
	Iteration 6F: 3 clusters Score -596960.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -597149.437500 Penalty: 4272.252441
	Iteration 7Q: 3 clusters Score -597149.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -597300.812500 Penalty: 4272.252441
	Iteration 8Q: 3 clusters Score -597300.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -597394.937500 Penalty: 4272.252441
	Iteration 9Q: 3 clusters Score -597394.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -597475.687500 Penalty: 4272.252441
	Iteration 10Q: 3 clusters Score -597475.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -597559.437500 Penalty: 4272.252441
	Iteration 11Q: 3 clusters Score -597559.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -597621.312500 Penalty: 4272.252441
	Iteration 12Q: 3 clusters Score -597621.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -597672.937500 Penalty: 4272.252441
	Iteration 13Q: 3 clusters Score -597672.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -597708.687500 Penalty: 4272.252441
	Iteration 14Q: 3 clusters Score -597708.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -597737.437500 Penalty: 4272.252441
	Iteration 15Q: 3 clusters Score -597737.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -597758.125000 Penalty: 4272.252441
	Iteration 16Q: 3 clusters Score -597758.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -597769.125000 Penalty: 4272.252441
	Iteration 17Q: 3 clusters Score -597769.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -597778.125000 Penalty: 4272.252441
	Iteration 18Q: 3 clusters Score -597778.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -597783.062500 Penalty: 4272.252441
	Iteration 19Q: 3 clusters Score -597783.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -597785.812500 Penalty: 4272.252441
	Iteration 20F: 3 clusters Score -597785.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -597788.000000 Penalty: 4272.252441
	Iteration 21Q: 3 clusters Score -597788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -597789.750000 Penalty: 4272.252441
	Iteration 22Q: 3 clusters Score -597789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -597790.062500 Penalty: 4272.252441
	Iteration 23Q: 3 clusters Score -597790.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -597791.187500 Penalty: 4272.252441
	Iteration 24Q: 3 clusters Score -597791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -597793.562500 Penalty: 4272.252441
	Iteration 25Q: 3 clusters Score -597793.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -597792.062500 Penalty: 4272.252441
	Iteration 26Q: 3 clusters Score -597792.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -597795.312500 Penalty: 4272.252441
	Iteration 27Q: 3 clusters Score -597795.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -597796.312500 Penalty: 4272.252441
	Iteration 28Q: 3 clusters Score -597796.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -597798.000000 Penalty: 4272.252441
	Iteration 29Q: 3 clusters Score -597798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -597798.750000 Penalty: 4272.252441
	Iteration 30Q: 3 clusters Score -597798.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -597800.062500 Penalty: 4272.252441
	Iteration 31Q: 3 clusters Score -597800.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -597801.500000 Penalty: 4272.252441
	Iteration 32Q: 3 clusters Score -597801.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -597804.437500 Penalty: 4272.252441
	Iteration 33Q: 3 clusters Score -597804.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -597806.062500 Penalty: 4272.252441
	Iteration 34Q: 3 clusters Score -597806.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -597806.062500 Penalty: 4272.252441
	Iteration 35F: 3 clusters Score -597806.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97136 members 
Entering Unmasked Estep 
Score: -12604010.000000 Penalty: 2847.999268
	Iteration 0F: 2 clusters Score -1.260401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -12539077.000000 Penalty: 5695.998535
	Iteration 0F: 3 clusters Score -1.253908e+07 nChanged 45902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -12566654.000000 Penalty: 5695.998535
	Iteration 1F: 3 clusters Score -1.256665e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
Score: -12569597.000000 Penalty: 5695.998535
	Iteration 2F: 3 clusters Score -1.25696e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -12574461.000000 Penalty: 5695.998535
	Iteration 3F: 3 clusters Score -1.257446e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -12581324.000000 Penalty: 5695.998535
	Iteration 4F: 3 clusters Score -1.258132e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 81568 members 
Entering Unmasked Estep 
Score: -12588540.000000 Penalty: 5695.998535
	Iteration 5F: 3 clusters Score -1.258854e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 87773 members 
Entering Unmasked Estep 
Score: -12594325.000000 Penalty: 5695.998535
	Iteration 6F: 3 clusters Score -1.259432e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 91991 members 
Entering Unmasked Estep 
Score: -12598330.000000 Penalty: 5695.998535
	Iteration 7Q: 3 clusters Score -1.259833e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 94334 members 
Entering Unmasked Estep 
Score: -12600345.000000 Penalty: 5695.998535
	Iteration 8Q: 3 clusters Score -1.260034e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 95429 members 
Entering Unmasked Estep 
Score: -12601204.000000 Penalty: 5695.998535
	Iteration 9Q: 3 clusters Score -1.26012e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 95926 members 
Entering Unmasked Estep 
Score: -12601597.000000 Penalty: 5695.998535
	Iteration 10Q: 3 clusters Score -1.26016e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 96150 members 
Entering Unmasked Estep 
Score: -12601756.000000 Penalty: 5695.998535
	Iteration 11Q: 3 clusters Score -1.260176e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 96264 members 
Entering Unmasked Estep 
Score: -12601813.000000 Penalty: 5695.998535
	Iteration 12Q: 3 clusters Score -1.260181e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 96326 members 
Entering Unmasked Estep 
Score: -12601863.000000 Penalty: 5695.998535
	Iteration 13Q: 3 clusters Score -1.260186e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 96367 members 
Entering Unmasked Estep 
Score: -12601896.000000 Penalty: 5695.998535
	Iteration 14Q: 3 clusters Score -1.26019e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 96392 members 
Entering Unmasked Estep 
Score: -12601918.000000 Penalty: 5695.998535
	Iteration 15Q: 3 clusters Score -1.260192e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 96412 members 
Entering Unmasked Estep 
Score: -12601943.000000 Penalty: 5695.998535
	Iteration 16Q: 3 clusters Score -1.260194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 96425 members 
Entering Unmasked Estep 
Score: -12601958.000000 Penalty: 5695.998535
	Iteration 17Q: 3 clusters Score -1.260196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 96437 members 
Entering Unmasked Estep 
Score: -12601958.000000 Penalty: 5695.998535
	Iteration 18Q: 3 clusters Score -1.260196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 96443 members 
Entering Unmasked Estep 
Score: -12601960.000000 Penalty: 5695.998535
	Iteration 19Q: 3 clusters Score -1.260196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 96444 members 
Entering Unmasked Estep 
Score: -12601986.000000 Penalty: 5695.998535
	Iteration 20F: 3 clusters Score -1.260199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 96442 members 
Entering Unmasked Estep 
Score: -12601987.000000 Penalty: 5695.998535
	Iteration 21Q: 3 clusters Score -1.260199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 96443 members 
Entering Unmasked Estep 
Score: -12601986.000000 Penalty: 5695.998535
	Iteration 22Q: 3 clusters Score -1.260199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 96443 members 
Entering Unmasked Estep 
Score: -12601985.000000 Penalty: 5695.998535
	Iteration 23Q: 3 clusters Score -1.260198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 96444 members 
Entering Unmasked Estep 
Score: -12601986.000000 Penalty: 5695.998535
	Iteration 24Q: 3 clusters Score -1.260199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 96444 members 
Entering Unmasked Estep 
Score: -12601990.000000 Penalty: 5695.998535
	Iteration 25Q: 3 clusters Score -1.260199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 96443 members 
Entering Unmasked Estep 
Score: -12601984.000000 Penalty: 5695.998535
	Iteration 26Q: 3 clusters Score -1.260198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 96444 members 
Entering Unmasked Estep 
Score: -12601988.000000 Penalty: 5695.998535
	Iteration 27Q: 3 clusters Score -1.260199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -12601993.000000 Penalty: 5695.998535
	Iteration 28Q: 3 clusters Score -1.260199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -12601993.000000 Penalty: 5695.998535
	Iteration 29F: 3 clusters Score -1.260199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -967626.062500 Penalty: 2227.051514
	Iteration 0F: 2 clusters Score -967626.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -961258.812500 Penalty: 4454.103027
	Iteration 0F: 3 clusters Score -961258.8 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -962983.750000 Penalty: 4454.103027
	Iteration 1F: 3 clusters Score -962983.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -963273.812500 Penalty: 4454.103027
	Iteration 2F: 3 clusters Score -963273.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -963458.312500 Penalty: 4454.103027
	Iteration 3Q: 3 clusters Score -963458.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -963618.750000 Penalty: 4454.103027
	Iteration 4Q: 3 clusters Score -963618.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -963775.062500 Penalty: 4454.103027
	Iteration 5Q: 3 clusters Score -963775.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -963909.312500 Penalty: 4454.103027
	Iteration 6Q: 3 clusters Score -963909.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -964067.062500 Penalty: 4454.103027
	Iteration 7Q: 3 clusters Score -964067.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -964242.125000 Penalty: 4454.103027
	Iteration 8Q: 3 clusters Score -964242.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -964452.812500 Penalty: 4454.103027
	Iteration 9Q: 3 clusters Score -964452.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -964688.625000 Penalty: 4454.103027
	Iteration 10Q: 3 clusters Score -964688.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -964930.687500 Penalty: 4454.103027
	Iteration 11Q: 3 clusters Score -964930.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -965195.750000 Penalty: 4454.103027
	Iteration 12Q: 3 clusters Score -965195.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -965428.875000 Penalty: 4454.103027
	Iteration 13Q: 3 clusters Score -965428.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -965617.625000 Penalty: 4454.103027
	Iteration 14Q: 3 clusters Score -965617.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -965772.187500 Penalty: 4454.103027
	Iteration 15Q: 3 clusters Score -965772.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -965893.000000 Penalty: 4454.103027
	Iteration 16Q: 3 clusters Score -965893 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -965982.062500 Penalty: 4454.103027
	Iteration 17Q: 3 clusters Score -965982.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -966044.875000 Penalty: 4454.103027
	Iteration 18Q: 3 clusters Score -966044.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -966090.125000 Penalty: 4454.103027
	Iteration 19Q: 3 clusters Score -966090.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -966121.937500 Penalty: 4454.103027
	Iteration 20F: 3 clusters Score -966121.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -966153.250000 Penalty: 4454.103027
	Iteration 21Q: 3 clusters Score -966153.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -966189.062500 Penalty: 4454.103027
	Iteration 22Q: 3 clusters Score -966189.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -966220.312500 Penalty: 4454.103027
	Iteration 23Q: 3 clusters Score -966220.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -966244.625000 Penalty: 4454.103027
	Iteration 24Q: 3 clusters Score -966244.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -966260.625000 Penalty: 4454.103027
	Iteration 25Q: 3 clusters Score -966260.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -966270.375000 Penalty: 4454.103027
	Iteration 26Q: 3 clusters Score -966270.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -966278.437500 Penalty: 4454.103027
	Iteration 27Q: 3 clusters Score -966278.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -966279.375000 Penalty: 4454.103027
	Iteration 28Q: 3 clusters Score -966279.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -966281.312500 Penalty: 4454.103027
	Iteration 29Q: 3 clusters Score -966281.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -966282.125000 Penalty: 4454.103027
	Iteration 30Q: 3 clusters Score -966282.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -966284.312500 Penalty: 4454.103027
	Iteration 31Q: 3 clusters Score -966284.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -966285.187500 Penalty: 4454.103027
	Iteration 32Q: 3 clusters Score -966285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -966285.750000 Penalty: 4454.103027
	Iteration 33Q: 3 clusters Score -966285.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -966286.625000 Penalty: 4454.103027
	Iteration 34Q: 3 clusters Score -966286.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -966286.875000 Penalty: 4454.103027
	Iteration 35Q: 3 clusters Score -966286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -966288.250000 Penalty: 4454.103027
	Iteration 36Q: 3 clusters Score -966288.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -966288.250000 Penalty: 4454.103027
	Iteration 37F: 3 clusters Score -966288.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Entering Unmasked Estep 
Score: -3872827.000000 Penalty: 2557.412598
	Iteration 0F: 2 clusters Score -3872827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3852244.250000 Penalty: 5114.825195
	Iteration 0F: 3 clusters Score -3852244 nChanged 13542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3859782.500000 Penalty: 5114.825195
	Iteration 1F: 3 clusters Score -3859782 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3860399.750000 Penalty: 5114.825195
	Iteration 2F: 3 clusters Score -3860400 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -3860966.750000 Penalty: 5114.825195
	Iteration 3Q: 3 clusters Score -3860967 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3861496.500000 Penalty: 5114.825195
	Iteration 4Q: 3 clusters Score -3861496 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3862035.500000 Penalty: 5114.825195
	Iteration 5Q: 3 clusters Score -3862036 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -3862579.750000 Penalty: 5114.825195
	Iteration 6Q: 3 clusters Score -3862580 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -3863094.000000 Penalty: 5114.825195
	Iteration 7Q: 3 clusters Score -3863094 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3863618.250000 Penalty: 5114.825195
	Iteration 8Q: 3 clusters Score -3863618 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3864075.250000 Penalty: 5114.825195
	Iteration 9Q: 3 clusters Score -3864075 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3864482.000000 Penalty: 5114.825195
	Iteration 10Q: 3 clusters Score -3864482 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3864861.750000 Penalty: 5114.825195
	Iteration 11Q: 3 clusters Score -3864862 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -3865245.750000 Penalty: 5114.825195
	Iteration 12Q: 3 clusters Score -3865246 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3865536.000000 Penalty: 5114.825195
	Iteration 13Q: 3 clusters Score -3865536 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -3865828.500000 Penalty: 5114.825195
	Iteration 14Q: 3 clusters Score -3865828 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3866129.000000 Penalty: 5114.825195
	Iteration 15Q: 3 clusters Score -3866129 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3866478.250000 Penalty: 5114.825195
	Iteration 16Q: 3 clusters Score -3866478 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -3866908.500000 Penalty: 5114.825195
	Iteration 17Q: 3 clusters Score -3866908 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3867398.500000 Penalty: 5114.825195
	Iteration 18Q: 3 clusters Score -3867398 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -3867967.250000 Penalty: 5114.825195
	Iteration 19Q: 3 clusters Score -3867967 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -3868502.000000 Penalty: 5114.825195
	Iteration 20F: 3 clusters Score -3868502 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -3869082.250000 Penalty: 5114.825195
	Iteration 21Q: 3 clusters Score -3869082 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -3869511.500000 Penalty: 5114.825195
	Iteration 22Q: 3 clusters Score -3869512 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -3869845.500000 Penalty: 5114.825195
	Iteration 23Q: 3 clusters Score -3869846 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -3870069.000000 Penalty: 5114.825195
	Iteration 24Q: 3 clusters Score -3870069 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -3870209.250000 Penalty: 5114.825195
	Iteration 25Q: 3 clusters Score -3870209 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -3870306.000000 Penalty: 5114.825195
	Iteration 26Q: 3 clusters Score -3870306 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -3870356.750000 Penalty: 5114.825195
	Iteration 27Q: 3 clusters Score -3870357 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -3870402.250000 Penalty: 5114.825195
	Iteration 28Q: 3 clusters Score -3870402 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -3870420.500000 Penalty: 5114.825195
	Iteration 29Q: 3 clusters Score -3870420 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -3870439.250000 Penalty: 5114.825195
	Iteration 30Q: 3 clusters Score -3870439 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3870456.000000 Penalty: 5114.825195
	Iteration 31Q: 3 clusters Score -3870456 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -3870478.000000 Penalty: 5114.825195
	Iteration 32Q: 3 clusters Score -3870478 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -3870497.250000 Penalty: 5114.825195
	Iteration 33Q: 3 clusters Score -3870497 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -3870526.750000 Penalty: 5114.825195
	Iteration 34Q: 3 clusters Score -3870527 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -3870526.750000 Penalty: 5114.825195
	Iteration 35Q: 3 clusters Score -3870527 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3870542.000000 Penalty: 5114.825195
	Iteration 36Q: 3 clusters Score -3870542 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -3870540.750000 Penalty: 5114.825195
	Iteration 37Q: 3 clusters Score -3870541 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -3870559.250000 Penalty: 5114.825195
	Iteration 38Q: 3 clusters Score -3870559 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3870577.000000 Penalty: 5114.825195
	Iteration 39Q: 3 clusters Score -3870577 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -3870576.750000 Penalty: 5114.825195
	Iteration 40F: 3 clusters Score -3870577 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3870602.250000 Penalty: 5114.825195
	Iteration 41Q: 3 clusters Score -3870602 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3870603.750000 Penalty: 5114.825195
	Iteration 42Q: 3 clusters Score -3870604 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -3870634.500000 Penalty: 5114.825195
	Iteration 43Q: 3 clusters Score -3870634 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -3870651.000000 Penalty: 5114.825195
	Iteration 44Q: 3 clusters Score -3870651 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -3870674.000000 Penalty: 5114.825195
	Iteration 45Q: 3 clusters Score -3870674 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3870702.250000 Penalty: 5114.825195
	Iteration 46Q: 3 clusters Score -3870702 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3870726.500000 Penalty: 5114.825195
	Iteration 47Q: 3 clusters Score -3870726 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -3870747.000000 Penalty: 5114.825195
	Iteration 48Q: 3 clusters Score -3870747 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -3870768.750000 Penalty: 5114.825195
	Iteration 49Q: 3 clusters Score -3870769 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -3870802.500000 Penalty: 5114.825195
	Iteration 50Q: 3 clusters Score -3870802 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -3870823.750000 Penalty: 5114.825195
	Iteration 51Q: 3 clusters Score -3870824 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -3870859.000000 Penalty: 5114.825195
	Iteration 52Q: 3 clusters Score -3870859 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3870879.000000 Penalty: 5114.825195
	Iteration 53Q: 3 clusters Score -3870879 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3870910.500000 Penalty: 5114.825195
	Iteration 54Q: 3 clusters Score -3870910 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -3870942.750000 Penalty: 5114.825195
	Iteration 55Q: 3 clusters Score -3870943 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3870978.500000 Penalty: 5114.825195
	Iteration 56Q: 3 clusters Score -3870978 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -3871017.500000 Penalty: 5114.825195
	Iteration 57Q: 3 clusters Score -3871018 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3871055.250000 Penalty: 5114.825195
	Iteration 58Q: 3 clusters Score -3871055 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -3871108.250000 Penalty: 5114.825195
	Iteration 59Q: 3 clusters Score -3871108 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3871154.750000 Penalty: 5114.825195
	Iteration 60F: 3 clusters Score -3871155 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -3871213.250000 Penalty: 5114.825195
	Iteration 61Q: 3 clusters Score -3871213 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3871286.000000 Penalty: 5114.825195
	Iteration 62Q: 3 clusters Score -3871286 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3871414.500000 Penalty: 5114.825195
	Iteration 63Q: 3 clusters Score -3871414 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3871570.000000 Penalty: 5114.825195
	Iteration 64Q: 3 clusters Score -3871570 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3871763.250000 Penalty: 5114.825195
	Iteration 65Q: 3 clusters Score -3871763 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -3871930.750000 Penalty: 5114.825195
	Iteration 66Q: 3 clusters Score -3871931 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -3872071.000000 Penalty: 5114.825195
	Iteration 67Q: 3 clusters Score -3872071 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -3872173.250000 Penalty: 5114.825195
	Iteration 68Q: 3 clusters Score -3872173 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3872239.250000 Penalty: 5114.825195
	Iteration 69Q: 3 clusters Score -3872239 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -3872265.500000 Penalty: 5114.825195
	Iteration 70Q: 3 clusters Score -3872266 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3872282.750000 Penalty: 5114.825195
	Iteration 71Q: 3 clusters Score -3872283 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -3872282.000000 Penalty: 5114.825195
	Iteration 72Q: 3 clusters Score -3872282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3872303.500000 Penalty: 5114.825195
	Iteration 73Q: 3 clusters Score -3872304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -3872298.500000 Penalty: 5114.825195
	Iteration 74Q: 3 clusters Score -3872298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -3872296.500000 Penalty: 5114.825195
	Iteration 75Q: 3 clusters Score -3872296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3872291.000000 Penalty: 5114.825195
	Iteration 76Q: 3 clusters Score -3872291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3872300.000000 Penalty: 5114.825195
	Iteration 77Q: 3 clusters Score -3872300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -3872291.000000 Penalty: 5114.825195
	Iteration 78Q: 3 clusters Score -3872291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3872290.500000 Penalty: 5114.825195
	Iteration 79Q: 3 clusters Score -3872290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3872292.250000 Penalty: 5114.825195
	Iteration 80F: 3 clusters Score -3872292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3872291.250000 Penalty: 5114.825195
	Iteration 81Q: 3 clusters Score -3872291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3872294.500000 Penalty: 5114.825195
	Iteration 82Q: 3 clusters Score -3872294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3872292.250000 Penalty: 5114.825195
	Iteration 83Q: 3 clusters Score -3872292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3872293.250000 Penalty: 5114.825195
	Iteration 84Q: 3 clusters Score -3872293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3872293.250000 Penalty: 5114.825195
	Iteration 85F: 3 clusters Score -3872293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Entering Unmasked Estep 
Score: -205742.593750 Penalty: 1883.905273
	Iteration 0F: 2 clusters Score -205742.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -203342.609375 Penalty: 3767.810547
	Iteration 0F: 3 clusters Score -203342.6 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -205053.640625 Penalty: 3767.810547
	Iteration 1F: 3 clusters Score -205053.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -206175.734375 Penalty: 3767.810547
	Iteration 2F: 3 clusters Score -206175.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -206882.484375 Penalty: 3767.810547
	Iteration 3F: 3 clusters Score -206882.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -207457.859375 Penalty: 3767.810547
	Iteration 4F: 3 clusters Score -207457.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -208368.625000 Penalty: 3767.810547
	Iteration 5F: 3 clusters Score -208368.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -209896.125000 Penalty: 3767.810547
	Iteration 6F: 3 clusters Score -209896.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -212506.906250 Penalty: 3767.810547
	Iteration 7Q: 3 clusters Score -212506.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -212746.562500 Penalty: 3767.810547
	Iteration 8Q: 3 clusters Score -212746.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -212818.078125 Penalty: 3767.810547
	Iteration 9Q: 3 clusters Score -212818.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -212818.078125 Penalty: 3767.810547
	Iteration 10F: 3 clusters Score -212818.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6495 members 
Mstep: Class 3 contains 48326 members 
Mstep: Class 4 contains 5292 members 
Mstep: Class 5 contains 172332 members 
Mstep: Class 6 contains 14574 members 
Mstep: Class 7 contains 185838 members 
Mstep: Class 8 contains 10525 members 
Mstep: Class 9 contains 75964 members 
Mstep: Class 10 contains 99722 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 8065 members 
Mstep: Class 13 contains 172026 members 
Mstep: Class 14 contains 5157 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 97136 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 1242 members 
Mstep: Class 20 contains 9975 members 
Mstep: Class 21 contains 7508 members 
Mstep: Class 22 contains 9742 members 
Mstep: Class 23 contains 31433 members 
Mstep: Class 24 contains 14758 members 
Mstep: Class 25 contains 24334 members 
Mstep: Class 26 contains 27259 members 
Mstep: Class 27 contains 20295 members 
Mstep: Class 28 contains 15784 members 
Mstep: Class 29 contains 10346 members 
Mstep: Class 30 contains 4358 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1192 members 
Mstep: Class 33 contains 6320 members 
Mstep: Class 34 contains 58164 members 
Mstep: Class 35 contains 14554 members 
Mstep: Class 36 contains 749 members 
Entering Unmasked Estep 
Score: -150913376.000000 Penalty: 125071.062500
Splitting cluster 19 changes total score from -150901680.000000 to -150913376.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (9975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Entering Unmasked Estep 
Score: -1288532.250000 Penalty: 2283.543701
	Iteration 0F: 2 clusters Score -1288532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1280873.625000 Penalty: 4567.087402
	Iteration 0F: 3 clusters Score -1280874 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1283058.250000 Penalty: 4567.087402
	Iteration 1F: 3 clusters Score -1283058 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1283585.625000 Penalty: 4567.087402
	Iteration 2F: 3 clusters Score -1283586 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1284299.625000 Penalty: 4567.087402
	Iteration 3F: 3 clusters Score -1284300 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1285225.875000 Penalty: 4567.087402
	Iteration 4F: 3 clusters Score -1285226 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1286179.625000 Penalty: 4567.087402
	Iteration 5F: 3 clusters Score -1286180 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1287855.375000 Penalty: 4567.087402
	Iteration 6F: 3 clusters Score -1287855 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1290614.750000 Penalty: 4567.087402
	Iteration 7F: 3 clusters Score -1290615 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1292008.750000 Penalty: 4567.087402
	Iteration 8F: 3 clusters Score -1292009 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1292362.625000 Penalty: 4567.087402
	Iteration 9Q: 3 clusters Score -1292363 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1292418.500000 Penalty: 4567.087402
	Iteration 10Q: 3 clusters Score -1292418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1292436.125000 Penalty: 4567.087402
	Iteration 11Q: 3 clusters Score -1292436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1292435.875000 Penalty: 4567.087402
	Iteration 12Q: 3 clusters Score -1292436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1292439.375000 Penalty: 4567.087402
	Iteration 13Q: 3 clusters Score -1292439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1292441.000000 Penalty: 4567.087402
	Iteration 14Q: 3 clusters Score -1292441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1292441.000000 Penalty: 4567.087402
	Iteration 15F: 3 clusters Score -1292441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6495 members 
Mstep: Class 3 contains 48326 members 
Mstep: Class 4 contains 5292 members 
Mstep: Class 5 contains 172332 members 
Mstep: Class 6 contains 14574 members 
Mstep: Class 7 contains 185838 members 
Mstep: Class 8 contains 10525 members 
Mstep: Class 9 contains 75964 members 
Mstep: Class 10 contains 99722 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 8065 members 
Mstep: Class 13 contains 172026 members 
Mstep: Class 14 contains 5157 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 97136 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 1242 members 
Mstep: Class 20 contains 7104 members 
Mstep: Class 21 contains 7508 members 
Mstep: Class 22 contains 9742 members 
Mstep: Class 23 contains 31433 members 
Mstep: Class 24 contains 14758 members 
Mstep: Class 25 contains 24334 members 
Mstep: Class 26 contains 27259 members 
Mstep: Class 27 contains 20295 members 
Mstep: Class 28 contains 15784 members 
Mstep: Class 29 contains 10346 members 
Mstep: Class 30 contains 4358 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1192 members 
Mstep: Class 33 contains 6320 members 
Mstep: Class 34 contains 58164 members 
Mstep: Class 35 contains 14554 members 
Mstep: Class 36 contains 749 members 
Mstep: Class 37 contains 2871 members 
Entering Unmasked Estep 
Score: -150915568.000000 Penalty: 128545.257812
Splitting cluster 20 changes total score from -150901680.000000 to -150915568.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 21 (7508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Entering Unmasked Estep 
Score: -938712.562500 Penalty: 2213.083496
	Iteration 0F: 2 clusters Score -938712.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -932666.812500 Penalty: 4426.166992
	Iteration 0F: 3 clusters Score -932666.8 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -934303.937500 Penalty: 4426.166992
	Iteration 1F: 3 clusters Score -934303.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -934647.187500 Penalty: 4426.166992
	Iteration 2F: 3 clusters Score -934647.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -934881.375000 Penalty: 4426.166992
	Iteration 3F: 3 clusters Score -934881.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -935071.687500 Penalty: 4426.166992
	Iteration 4Q: 3 clusters Score -935071.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -935231.562500 Penalty: 4426.166992
	Iteration 5Q: 3 clusters Score -935231.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -935393.875000 Penalty: 4426.166992
	Iteration 6Q: 3 clusters Score -935393.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -935553.187500 Penalty: 4426.166992
	Iteration 7Q: 3 clusters Score -935553.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -935695.125000 Penalty: 4426.166992
	Iteration 8Q: 3 clusters Score -935695.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -935832.812500 Penalty: 4426.166992
	Iteration 9Q: 3 clusters Score -935832.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -935964.312500 Penalty: 4426.166992
	Iteration 10Q: 3 clusters Score -935964.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -936067.625000 Penalty: 4426.166992
	Iteration 11Q: 3 clusters Score -936067.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -936151.312500 Penalty: 4426.166992
	Iteration 12Q: 3 clusters Score -936151.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -936227.500000 Penalty: 4426.166992
	Iteration 13Q: 3 clusters Score -936227.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -936292.500000 Penalty: 4426.166992
	Iteration 14Q: 3 clusters Score -936292.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -936340.812500 Penalty: 4426.166992
	Iteration 15Q: 3 clusters Score -936340.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -936386.937500 Penalty: 4426.166992
	Iteration 16Q: 3 clusters Score -936386.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -936425.250000 Penalty: 4426.166992
	Iteration 17Q: 3 clusters Score -936425.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -936469.562500 Penalty: 4426.166992
	Iteration 18Q: 3 clusters Score -936469.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -936514.125000 Penalty: 4426.166992
	Iteration 19Q: 3 clusters Score -936514.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -936553.437500 Penalty: 4426.166992
	Iteration 20F: 3 clusters Score -936553.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -936586.875000 Penalty: 4426.166992
	Iteration 21Q: 3 clusters Score -936586.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -936621.062500 Penalty: 4426.166992
	Iteration 22Q: 3 clusters Score -936621.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -936640.625000 Penalty: 4426.166992
	Iteration 23Q: 3 clusters Score -936640.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -936661.625000 Penalty: 4426.166992
	Iteration 24Q: 3 clusters Score -936661.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -936677.250000 Penalty: 4426.166992
	Iteration 25Q: 3 clusters Score -936677.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -936706.250000 Penalty: 4426.166992
	Iteration 26Q: 3 clusters Score -936706.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -936723.500000 Penalty: 4426.166992
	Iteration 27Q: 3 clusters Score -936723.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -936742.000000 Penalty: 4426.166992
	Iteration 28Q: 3 clusters Score -936742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -936749.875000 Penalty: 4426.166992
	Iteration 29Q: 3 clusters Score -936749.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -936758.000000 Penalty: 4426.166992
	Iteration 30Q: 3 clusters Score -936758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -936766.500000 Penalty: 4426.166992
	Iteration 31Q: 3 clusters Score -936766.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -936771.625000 Penalty: 4426.166992
	Iteration 32Q: 3 clusters Score -936771.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -936782.687500 Penalty: 4426.166992
	Iteration 33Q: 3 clusters Score -936782.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -936792.062500 Penalty: 4426.166992
	Iteration 34Q: 3 clusters Score -936792.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -936799.875000 Penalty: 4426.166992
	Iteration 35Q: 3 clusters Score -936799.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -936808.562500 Penalty: 4426.166992
	Iteration 36Q: 3 clusters Score -936808.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -936813.062500 Penalty: 4426.166992
	Iteration 37Q: 3 clusters Score -936813.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -936818.000000 Penalty: 4426.166992
	Iteration 38Q: 3 clusters Score -936818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -936820.312500 Penalty: 4426.166992
	Iteration 39Q: 3 clusters Score -936820.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -936824.062500 Penalty: 4426.166992
	Iteration 40F: 3 clusters Score -936824.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -936828.250000 Penalty: 4426.166992
	Iteration 41Q: 3 clusters Score -936828.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -936836.312500 Penalty: 4426.166992
	Iteration 42Q: 3 clusters Score -936836.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -936841.875000 Penalty: 4426.166992
	Iteration 43Q: 3 clusters Score -936841.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -936844.125000 Penalty: 4426.166992
	Iteration 44Q: 3 clusters Score -936844.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -936848.687500 Penalty: 4426.166992
	Iteration 45Q: 3 clusters Score -936848.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -936852.625000 Penalty: 4426.166992
	Iteration 46Q: 3 clusters Score -936852.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -936856.437500 Penalty: 4426.166992
	Iteration 47Q: 3 clusters Score -936856.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -936858.062500 Penalty: 4426.166992
	Iteration 48Q: 3 clusters Score -936858.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -936863.000000 Penalty: 4426.166992
	Iteration 49Q: 3 clusters Score -936863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -936865.812500 Penalty: 4426.166992
	Iteration 50Q: 3 clusters Score -936865.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -936869.687500 Penalty: 4426.166992
	Iteration 51Q: 3 clusters Score -936869.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -936872.562500 Penalty: 4426.166992
	Iteration 52Q: 3 clusters Score -936872.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -936876.250000 Penalty: 4426.166992
	Iteration 53Q: 3 clusters Score -936876.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -936879.062500 Penalty: 4426.166992
	Iteration 54Q: 3 clusters Score -936879.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -936881.125000 Penalty: 4426.166992
	Iteration 55Q: 3 clusters Score -936881.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -936882.187500 Penalty: 4426.166992
	Iteration 56Q: 3 clusters Score -936882.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -936885.562500 Penalty: 4426.166992
	Iteration 57Q: 3 clusters Score -936885.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -936888.937500 Penalty: 4426.166992
	Iteration 58Q: 3 clusters Score -936888.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -936891.750000 Penalty: 4426.166992
	Iteration 59Q: 3 clusters Score -936891.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -936895.812500 Penalty: 4426.166992
	Iteration 60F: 3 clusters Score -936895.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -936897.375000 Penalty: 4426.166992
	Iteration 61Q: 3 clusters Score -936897.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -936902.187500 Penalty: 4426.166992
	Iteration 62Q: 3 clusters Score -936902.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -936910.875000 Penalty: 4426.166992
	Iteration 63Q: 3 clusters Score -936910.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -936917.812500 Penalty: 4426.166992
	Iteration 64Q: 3 clusters Score -936917.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -936922.937500 Penalty: 4426.166992
	Iteration 65Q: 3 clusters Score -936922.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -936925.062500 Penalty: 4426.166992
	Iteration 66Q: 3 clusters Score -936925.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -936933.750000 Penalty: 4426.166992
	Iteration 67Q: 3 clusters Score -936933.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -936936.000000 Penalty: 4426.166992
	Iteration 68Q: 3 clusters Score -936936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -936938.312500 Penalty: 4426.166992
	Iteration 69Q: 3 clusters Score -936938.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -936939.437500 Penalty: 4426.166992
	Iteration 70Q: 3 clusters Score -936939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -936943.625000 Penalty: 4426.166992
	Iteration 71Q: 3 clusters Score -936943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -936945.375000 Penalty: 4426.166992
	Iteration 72Q: 3 clusters Score -936945.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -936947.125000 Penalty: 4426.166992
	Iteration 73Q: 3 clusters Score -936947.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -936949.687500 Penalty: 4426.166992
	Iteration 74Q: 3 clusters Score -936949.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -936949.750000 Penalty: 4426.166992
	Iteration 75Q: 3 clusters Score -936949.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -936952.687500 Penalty: 4426.166992
	Iteration 76Q: 3 clusters Score -936952.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -936956.625000 Penalty: 4426.166992
	Iteration 77Q: 3 clusters Score -936956.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -936958.250000 Penalty: 4426.166992
	Iteration 78Q: 3 clusters Score -936958.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -936961.687500 Penalty: 4426.166992
	Iteration 79Q: 3 clusters Score -936961.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -936965.250000 Penalty: 4426.166992
	Iteration 80F: 3 clusters Score -936965.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -936969.437500 Penalty: 4426.166992
	Iteration 81Q: 3 clusters Score -936969.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -936969.875000 Penalty: 4426.166992
	Iteration 82Q: 3 clusters Score -936969.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -936972.375000 Penalty: 4426.166992
	Iteration 83Q: 3 clusters Score -936972.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -936971.187500 Penalty: 4426.166992
	Iteration 84Q: 3 clusters Score -936971.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -936971.187500 Penalty: 4426.166992
	Iteration 85F: 3 clusters Score -936971.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Entering Unmasked Estep 
Score: -1235622.000000 Penalty: 2277.682129
	Iteration 0F: 2 clusters Score -1235622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1228096.750000 Penalty: 4555.364258
	Iteration 0F: 3 clusters Score -1228097 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1230256.625000 Penalty: 4555.364258
	Iteration 1F: 3 clusters Score -1230257 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1230575.625000 Penalty: 4555.364258
	Iteration 2F: 3 clusters Score -1230576 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1230821.375000 Penalty: 4555.364258
	Iteration 3F: 3 clusters Score -1230821 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1231005.500000 Penalty: 4555.364258
	Iteration 4Q: 3 clusters Score -1231006 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1231160.750000 Penalty: 4555.364258
	Iteration 5Q: 3 clusters Score -1231161 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1231294.750000 Penalty: 4555.364258
	Iteration 6Q: 3 clusters Score -1231295 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1231395.500000 Penalty: 4555.364258
	Iteration 7Q: 3 clusters Score -1231396 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1231487.375000 Penalty: 4555.364258
	Iteration 8Q: 3 clusters Score -1231487 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1231598.000000 Penalty: 4555.364258
	Iteration 9Q: 3 clusters Score -1231598 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1231716.625000 Penalty: 4555.364258
	Iteration 10Q: 3 clusters Score -1231717 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1231847.750000 Penalty: 4555.364258
	Iteration 11Q: 3 clusters Score -1231848 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1232012.000000 Penalty: 4555.364258
	Iteration 12Q: 3 clusters Score -1232012 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1232199.500000 Penalty: 4555.364258
	Iteration 13Q: 3 clusters Score -1232200 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1232409.500000 Penalty: 4555.364258
	Iteration 14Q: 3 clusters Score -1232410 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1232607.250000 Penalty: 4555.364258
	Iteration 15Q: 3 clusters Score -1232607 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1232819.500000 Penalty: 4555.364258
	Iteration 16Q: 3 clusters Score -1232820 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1233004.750000 Penalty: 4555.364258
	Iteration 17Q: 3 clusters Score -1233005 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1233162.500000 Penalty: 4555.364258
	Iteration 18Q: 3 clusters Score -1233162 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1233281.875000 Penalty: 4555.364258
	Iteration 19Q: 3 clusters Score -1233282 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1233364.125000 Penalty: 4555.364258
	Iteration 20F: 3 clusters Score -1233364 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1233422.000000 Penalty: 4555.364258
	Iteration 21Q: 3 clusters Score -1233422 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1233466.000000 Penalty: 4555.364258
	Iteration 22Q: 3 clusters Score -1233466 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1233516.000000 Penalty: 4555.364258
	Iteration 23Q: 3 clusters Score -1233516 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1233565.750000 Penalty: 4555.364258
	Iteration 24Q: 3 clusters Score -1233566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1233599.750000 Penalty: 4555.364258
	Iteration 25Q: 3 clusters Score -1233600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1233626.125000 Penalty: 4555.364258
	Iteration 26Q: 3 clusters Score -1233626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1233640.500000 Penalty: 4555.364258
	Iteration 27Q: 3 clusters Score -1233640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1233656.750000 Penalty: 4555.364258
	Iteration 28Q: 3 clusters Score -1233657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1233670.500000 Penalty: 4555.364258
	Iteration 29Q: 3 clusters Score -1233670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1233685.375000 Penalty: 4555.364258
	Iteration 30Q: 3 clusters Score -1233685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1233696.750000 Penalty: 4555.364258
	Iteration 31Q: 3 clusters Score -1233697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1233706.625000 Penalty: 4555.364258
	Iteration 32Q: 3 clusters Score -1233707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1233711.875000 Penalty: 4555.364258
	Iteration 33Q: 3 clusters Score -1233712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1233716.625000 Penalty: 4555.364258
	Iteration 34Q: 3 clusters Score -1233717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1233725.125000 Penalty: 4555.364258
	Iteration 35Q: 3 clusters Score -1233725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1233734.750000 Penalty: 4555.364258
	Iteration 36Q: 3 clusters Score -1233735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1233739.375000 Penalty: 4555.364258
	Iteration 37Q: 3 clusters Score -1233739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1233741.250000 Penalty: 4555.364258
	Iteration 38Q: 3 clusters Score -1233741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1233744.750000 Penalty: 4555.364258
	Iteration 39Q: 3 clusters Score -1233745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1233747.250000 Penalty: 4555.364258
	Iteration 40F: 3 clusters Score -1233747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1233751.500000 Penalty: 4555.364258
	Iteration 41Q: 3 clusters Score -1233752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1233751.375000 Penalty: 4555.364258
	Iteration 42Q: 3 clusters Score -1233751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1233754.500000 Penalty: 4555.364258
	Iteration 43Q: 3 clusters Score -1233754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1233754.000000 Penalty: 4555.364258
	Iteration 44Q: 3 clusters Score -1233754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1233754.875000 Penalty: 4555.364258
	Iteration 45Q: 3 clusters Score -1233755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1233754.875000 Penalty: 4555.364258
	Iteration 46F: 3 clusters Score -1233755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (31433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Entering Unmasked Estep 
Score: -4019229.500000 Penalty: 2568.192139
	Iteration 0F: 2 clusters Score -4019230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3997715.250000 Penalty: 5136.384277
	Iteration 0F: 3 clusters Score -3997715 nChanged 14154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -4005632.500000 Penalty: 5136.384277
	Iteration 1F: 3 clusters Score -4005632 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -4006394.500000 Penalty: 5136.384277
	Iteration 2Q: 3 clusters Score -4006394 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -4007328.000000 Penalty: 5136.384277
	Iteration 3F: 3 clusters Score -4007328 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -4008351.750000 Penalty: 5136.384277
	Iteration 4F: 3 clusters Score -4008352 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -4009428.000000 Penalty: 5136.384277
	Iteration 5F: 3 clusters Score -4009428 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -4010590.000000 Penalty: 5136.384277
	Iteration 6F: 3 clusters Score -4010590 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -4011634.500000 Penalty: 5136.384277
	Iteration 7F: 3 clusters Score -4011634 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -4012530.000000 Penalty: 5136.384277
	Iteration 8Q: 3 clusters Score -4012530 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -4013246.000000 Penalty: 5136.384277
	Iteration 9Q: 3 clusters Score -4013246 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -4013815.000000 Penalty: 5136.384277
	Iteration 10Q: 3 clusters Score -4013815 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -4014213.000000 Penalty: 5136.384277
	Iteration 11Q: 3 clusters Score -4014213 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -4014546.750000 Penalty: 5136.384277
	Iteration 12Q: 3 clusters Score -4014547 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -4014754.000000 Penalty: 5136.384277
	Iteration 13Q: 3 clusters Score -4014754 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -4014962.250000 Penalty: 5136.384277
	Iteration 14Q: 3 clusters Score -4014962 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -4015150.750000 Penalty: 5136.384277
	Iteration 15Q: 3 clusters Score -4015151 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -4015312.250000 Penalty: 5136.384277
	Iteration 16Q: 3 clusters Score -4015312 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -4015479.750000 Penalty: 5136.384277
	Iteration 17Q: 3 clusters Score -4015480 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -4015631.000000 Penalty: 5136.384277
	Iteration 18Q: 3 clusters Score -4015631 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -4015777.500000 Penalty: 5136.384277
	Iteration 19Q: 3 clusters Score -4015778 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -4015923.000000 Penalty: 5136.384277
	Iteration 20F: 3 clusters Score -4015923 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -4016034.500000 Penalty: 5136.384277
	Iteration 21Q: 3 clusters Score -4016034 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -4016156.750000 Penalty: 5136.384277
	Iteration 22Q: 3 clusters Score -4016157 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -4016268.500000 Penalty: 5136.384277
	Iteration 23Q: 3 clusters Score -4016268 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -4016376.000000 Penalty: 5136.384277
	Iteration 24Q: 3 clusters Score -4016376 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -4016483.250000 Penalty: 5136.384277
	Iteration 25Q: 3 clusters Score -4016483 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -4016568.500000 Penalty: 5136.384277
	Iteration 26Q: 3 clusters Score -4016568 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -4016635.250000 Penalty: 5136.384277
	Iteration 27Q: 3 clusters Score -4016635 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -4016704.000000 Penalty: 5136.384277
	Iteration 28Q: 3 clusters Score -4016704 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -4016759.250000 Penalty: 5136.384277
	Iteration 29Q: 3 clusters Score -4016759 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -4016799.500000 Penalty: 5136.384277
	Iteration 30Q: 3 clusters Score -4016800 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -4016844.000000 Penalty: 5136.384277
	Iteration 31Q: 3 clusters Score -4016844 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -4016881.250000 Penalty: 5136.384277
	Iteration 32Q: 3 clusters Score -4016881 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -4016921.500000 Penalty: 5136.384277
	Iteration 33Q: 3 clusters Score -4016922 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -4016955.250000 Penalty: 5136.384277
	Iteration 34Q: 3 clusters Score -4016955 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -4016982.000000 Penalty: 5136.384277
	Iteration 35Q: 3 clusters Score -4016982 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -4017019.500000 Penalty: 5136.384277
	Iteration 36Q: 3 clusters Score -4017020 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -4017048.000000 Penalty: 5136.384277
	Iteration 37Q: 3 clusters Score -4017048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -4017063.250000 Penalty: 5136.384277
	Iteration 38Q: 3 clusters Score -4017063 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -4017077.000000 Penalty: 5136.384277
	Iteration 39Q: 3 clusters Score -4017077 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -4017093.750000 Penalty: 5136.384277
	Iteration 40F: 3 clusters Score -4017094 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -4017107.500000 Penalty: 5136.384277
	Iteration 41Q: 3 clusters Score -4017108 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -4017124.000000 Penalty: 5136.384277
	Iteration 42Q: 3 clusters Score -4017124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -4017139.750000 Penalty: 5136.384277
	Iteration 43Q: 3 clusters Score -4017140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -4017151.500000 Penalty: 5136.384277
	Iteration 44Q: 3 clusters Score -4017152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -4017168.250000 Penalty: 5136.384277
	Iteration 45Q: 3 clusters Score -4017168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -4017178.000000 Penalty: 5136.384277
	Iteration 46Q: 3 clusters Score -4017178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -4017183.750000 Penalty: 5136.384277
	Iteration 47Q: 3 clusters Score -4017184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -4017188.500000 Penalty: 5136.384277
	Iteration 48Q: 3 clusters Score -4017188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -4017202.750000 Penalty: 5136.384277
	Iteration 49Q: 3 clusters Score -4017203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -4017202.500000 Penalty: 5136.384277
	Iteration 50Q: 3 clusters Score -4017202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -4017207.000000 Penalty: 5136.384277
	Iteration 51Q: 3 clusters Score -4017207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -4017212.000000 Penalty: 5136.384277
	Iteration 52Q: 3 clusters Score -4017212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -4017211.250000 Penalty: 5136.384277
	Iteration 53Q: 3 clusters Score -4017211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -4017215.250000 Penalty: 5136.384277
	Iteration 54Q: 3 clusters Score -4017215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -4017212.000000 Penalty: 5136.384277
	Iteration 55Q: 3 clusters Score -4017212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -4017209.250000 Penalty: 5136.384277
	Iteration 56Q: 3 clusters Score -4017209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -4017212.250000 Penalty: 5136.384277
	Iteration 57Q: 3 clusters Score -4017212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -4017208.250000 Penalty: 5136.384277
	Iteration 58Q: 3 clusters Score -4017208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -4017206.000000 Penalty: 5136.384277
	Iteration 59Q: 3 clusters Score -4017206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -4017206.000000 Penalty: 5136.384277
	Iteration 60F: 3 clusters Score -4017206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Entering Unmasked Estep 
Score: -1928669.375000 Penalty: 2380.686035
	Iteration 0F: 2 clusters Score -1928669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1917975.125000 Penalty: 4761.372070
	Iteration 0F: 3 clusters Score -1917975 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1921339.375000 Penalty: 4761.372070
	Iteration 1F: 3 clusters Score -1921339 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1921656.500000 Penalty: 4761.372070
	Iteration 2F: 3 clusters Score -1921656 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1921884.750000 Penalty: 4761.372070
	Iteration 3Q: 3 clusters Score -1921885 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1922083.000000 Penalty: 4761.372070
	Iteration 4Q: 3 clusters Score -1922083 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1922258.000000 Penalty: 4761.372070
	Iteration 5Q: 3 clusters Score -1922258 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1922451.500000 Penalty: 4761.372070
	Iteration 6Q: 3 clusters Score -1922452 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1922637.125000 Penalty: 4761.372070
	Iteration 7Q: 3 clusters Score -1922637 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1922888.625000 Penalty: 4761.372070
	Iteration 8Q: 3 clusters Score -1922889 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1923205.000000 Penalty: 4761.372070
	Iteration 9Q: 3 clusters Score -1923205 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1923598.750000 Penalty: 4761.372070
	Iteration 10Q: 3 clusters Score -1923599 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1924078.375000 Penalty: 4761.372070
	Iteration 11F: 3 clusters Score -1924078 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1924606.500000 Penalty: 4761.372070
	Iteration 12F: 3 clusters Score -1924606 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1925086.125000 Penalty: 4761.372070
	Iteration 13Q: 3 clusters Score -1925086 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1925465.750000 Penalty: 4761.372070
	Iteration 14Q: 3 clusters Score -1925466 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1925748.875000 Penalty: 4761.372070
	Iteration 15Q: 3 clusters Score -1925749 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1925943.000000 Penalty: 4761.372070
	Iteration 16Q: 3 clusters Score -1925943 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1926099.750000 Penalty: 4761.372070
	Iteration 17Q: 3 clusters Score -1926100 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1926208.375000 Penalty: 4761.372070
	Iteration 18Q: 3 clusters Score -1926208 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1926288.000000 Penalty: 4761.372070
	Iteration 19Q: 3 clusters Score -1926288 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1926353.750000 Penalty: 4761.372070
	Iteration 20F: 3 clusters Score -1926354 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1926412.000000 Penalty: 4761.372070
	Iteration 21Q: 3 clusters Score -1926412 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1926468.875000 Penalty: 4761.372070
	Iteration 22Q: 3 clusters Score -1926469 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1926502.000000 Penalty: 4761.372070
	Iteration 23Q: 3 clusters Score -1926502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1926525.375000 Penalty: 4761.372070
	Iteration 24Q: 3 clusters Score -1926525 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1926561.875000 Penalty: 4761.372070
	Iteration 25Q: 3 clusters Score -1926562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1926581.000000 Penalty: 4761.372070
	Iteration 26Q: 3 clusters Score -1926581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1926596.625000 Penalty: 4761.372070
	Iteration 27Q: 3 clusters Score -1926597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1926616.500000 Penalty: 4761.372070
	Iteration 28Q: 3 clusters Score -1926616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1926639.000000 Penalty: 4761.372070
	Iteration 29Q: 3 clusters Score -1926639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1926650.750000 Penalty: 4761.372070
	Iteration 30Q: 3 clusters Score -1926651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1926659.250000 Penalty: 4761.372070
	Iteration 31Q: 3 clusters Score -1926659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1926667.250000 Penalty: 4761.372070
	Iteration 32Q: 3 clusters Score -1926667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1926673.125000 Penalty: 4761.372070
	Iteration 33Q: 3 clusters Score -1926673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1926676.750000 Penalty: 4761.372070
	Iteration 34Q: 3 clusters Score -1926677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1926679.625000 Penalty: 4761.372070
	Iteration 35Q: 3 clusters Score -1926680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1926684.125000 Penalty: 4761.372070
	Iteration 36Q: 3 clusters Score -1926684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1926686.375000 Penalty: 4761.372070
	Iteration 37Q: 3 clusters Score -1926686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1926685.375000 Penalty: 4761.372070
	Iteration 38Q: 3 clusters Score -1926685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1926685.750000 Penalty: 4761.372070
	Iteration 39Q: 3 clusters Score -1926686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1926690.125000 Penalty: 4761.372070
	Iteration 40F: 3 clusters Score -1926690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1926693.250000 Penalty: 4761.372070
	Iteration 41Q: 3 clusters Score -1926693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1926691.625000 Penalty: 4761.372070
	Iteration 42Q: 3 clusters Score -1926692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1926697.625000 Penalty: 4761.372070
	Iteration 43Q: 3 clusters Score -1926698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1926702.000000 Penalty: 4761.372070
	Iteration 44Q: 3 clusters Score -1926702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1926703.000000 Penalty: 4761.372070
	Iteration 45Q: 3 clusters Score -1926703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1926704.625000 Penalty: 4761.372070
	Iteration 46Q: 3 clusters Score -1926705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1926709.875000 Penalty: 4761.372070
	Iteration 47Q: 3 clusters Score -1926710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1926717.125000 Penalty: 4761.372070
	Iteration 48Q: 3 clusters Score -1926717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1926718.250000 Penalty: 4761.372070
	Iteration 49Q: 3 clusters Score -1926718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1926716.125000 Penalty: 4761.372070
	Iteration 50Q: 3 clusters Score -1926716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1926715.875000 Penalty: 4761.372070
	Iteration 51Q: 3 clusters Score -1926716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1926719.000000 Penalty: 4761.372070
	Iteration 52Q: 3 clusters Score -1926719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1926719.000000 Penalty: 4761.372070
	Iteration 53F: 3 clusters Score -1926719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Entering Unmasked Estep 
Score: -2960618.000000 Penalty: 2504.708008
	Iteration 0F: 2 clusters Score -2960618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2943568.500000 Penalty: 5009.416016
	Iteration 0F: 3 clusters Score -2943568 nChanged 10936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2949627.500000 Penalty: 5009.416016
	Iteration 1F: 3 clusters Score -2949628 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2950312.500000 Penalty: 5009.416016
	Iteration 2F: 3 clusters Score -2950312 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2951084.250000 Penalty: 5009.416016
	Iteration 3F: 3 clusters Score -2951084 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2951928.500000 Penalty: 5009.416016
	Iteration 4F: 3 clusters Score -2951928 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2952724.250000 Penalty: 5009.416016
	Iteration 5F: 3 clusters Score -2952724 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2953381.750000 Penalty: 5009.416016
	Iteration 6F: 3 clusters Score -2953382 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2953920.250000 Penalty: 5009.416016
	Iteration 7Q: 3 clusters Score -2953920 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2954353.250000 Penalty: 5009.416016
	Iteration 8Q: 3 clusters Score -2954353 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2954775.750000 Penalty: 5009.416016
	Iteration 9Q: 3 clusters Score -2954776 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2955245.000000 Penalty: 5009.416016
	Iteration 10Q: 3 clusters Score -2955245 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2955753.000000 Penalty: 5009.416016
	Iteration 11Q: 3 clusters Score -2955753 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2956227.750000 Penalty: 5009.416016
	Iteration 12Q: 3 clusters Score -2956228 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2956654.500000 Penalty: 5009.416016
	Iteration 13Q: 3 clusters Score -2956654 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2956956.250000 Penalty: 5009.416016
	Iteration 14Q: 3 clusters Score -2956956 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2957176.250000 Penalty: 5009.416016
	Iteration 15Q: 3 clusters Score -2957176 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2957344.250000 Penalty: 5009.416016
	Iteration 16Q: 3 clusters Score -2957344 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2957464.250000 Penalty: 5009.416016
	Iteration 17Q: 3 clusters Score -2957464 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2957512.750000 Penalty: 5009.416016
	Iteration 18Q: 3 clusters Score -2957513 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2957583.750000 Penalty: 5009.416016
	Iteration 19Q: 3 clusters Score -2957584 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2957622.250000 Penalty: 5009.416016
	Iteration 20F: 3 clusters Score -2957622 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2957650.500000 Penalty: 5009.416016
	Iteration 21Q: 3 clusters Score -2957650 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2957689.000000 Penalty: 5009.416016
	Iteration 22Q: 3 clusters Score -2957689 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2957708.750000 Penalty: 5009.416016
	Iteration 23Q: 3 clusters Score -2957709 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2957749.750000 Penalty: 5009.416016
	Iteration 24Q: 3 clusters Score -2957750 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2957773.500000 Penalty: 5009.416016
	Iteration 25Q: 3 clusters Score -2957774 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2957806.250000 Penalty: 5009.416016
	Iteration 26Q: 3 clusters Score -2957806 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2957818.250000 Penalty: 5009.416016
	Iteration 27Q: 3 clusters Score -2957818 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2957827.000000 Penalty: 5009.416016
	Iteration 28Q: 3 clusters Score -2957827 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2957855.000000 Penalty: 5009.416016
	Iteration 29Q: 3 clusters Score -2957855 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2957883.000000 Penalty: 5009.416016
	Iteration 30Q: 3 clusters Score -2957883 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2957924.500000 Penalty: 5009.416016
	Iteration 31Q: 3 clusters Score -2957924 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2957964.500000 Penalty: 5009.416016
	Iteration 32Q: 3 clusters Score -2957964 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2958019.500000 Penalty: 5009.416016
	Iteration 33Q: 3 clusters Score -2958020 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2958045.500000 Penalty: 5009.416016
	Iteration 34Q: 3 clusters Score -2958046 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2958088.250000 Penalty: 5009.416016
	Iteration 35Q: 3 clusters Score -2958088 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2958130.250000 Penalty: 5009.416016
	Iteration 36Q: 3 clusters Score -2958130 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2958185.500000 Penalty: 5009.416016
	Iteration 37Q: 3 clusters Score -2958186 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2958249.000000 Penalty: 5009.416016
	Iteration 38Q: 3 clusters Score -2958249 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2958348.750000 Penalty: 5009.416016
	Iteration 39Q: 3 clusters Score -2958349 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2958482.000000 Penalty: 5009.416016
	Iteration 40F: 3 clusters Score -2958482 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2958605.250000 Penalty: 5009.416016
	Iteration 41Q: 3 clusters Score -2958605 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2958755.500000 Penalty: 5009.416016
	Iteration 42Q: 3 clusters Score -2958756 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2958883.250000 Penalty: 5009.416016
	Iteration 43Q: 3 clusters Score -2958883 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2959000.250000 Penalty: 5009.416016
	Iteration 44Q: 3 clusters Score -2959000 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2959094.500000 Penalty: 5009.416016
	Iteration 45Q: 3 clusters Score -2959094 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2959208.000000 Penalty: 5009.416016
	Iteration 46Q: 3 clusters Score -2959208 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2959311.750000 Penalty: 5009.416016
	Iteration 47Q: 3 clusters Score -2959312 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2959421.750000 Penalty: 5009.416016
	Iteration 48Q: 3 clusters Score -2959422 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2959540.750000 Penalty: 5009.416016
	Iteration 49Q: 3 clusters Score -2959541 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2959664.000000 Penalty: 5009.416016
	Iteration 50Q: 3 clusters Score -2959664 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2959787.750000 Penalty: 5009.416016
	Iteration 51Q: 3 clusters Score -2959788 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2959874.250000 Penalty: 5009.416016
	Iteration 52Q: 3 clusters Score -2959874 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2959949.750000 Penalty: 5009.416016
	Iteration 53Q: 3 clusters Score -2959950 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2959993.500000 Penalty: 5009.416016
	Iteration 54Q: 3 clusters Score -2959994 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2960032.750000 Penalty: 5009.416016
	Iteration 55Q: 3 clusters Score -2960033 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2960043.750000 Penalty: 5009.416016
	Iteration 56Q: 3 clusters Score -2960044 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2960070.750000 Penalty: 5009.416016
	Iteration 57Q: 3 clusters Score -2960071 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2960098.750000 Penalty: 5009.416016
	Iteration 58Q: 3 clusters Score -2960099 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2960120.250000 Penalty: 5009.416016
	Iteration 59Q: 3 clusters Score -2960120 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2960127.500000 Penalty: 5009.416016
	Iteration 60F: 3 clusters Score -2960128 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -2960139.500000 Penalty: 5009.416016
	Iteration 61Q: 3 clusters Score -2960140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2960143.250000 Penalty: 5009.416016
	Iteration 62Q: 3 clusters Score -2960143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2960157.250000 Penalty: 5009.416016
	Iteration 63Q: 3 clusters Score -2960157 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2960162.000000 Penalty: 5009.416016
	Iteration 64Q: 3 clusters Score -2960162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2960172.000000 Penalty: 5009.416016
	Iteration 65Q: 3 clusters Score -2960172 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2960186.000000 Penalty: 5009.416016
	Iteration 66Q: 3 clusters Score -2960186 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2960203.250000 Penalty: 5009.416016
	Iteration 67Q: 3 clusters Score -2960203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2960211.500000 Penalty: 5009.416016
	Iteration 68Q: 3 clusters Score -2960212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2960210.250000 Penalty: 5009.416016
	Iteration 69Q: 3 clusters Score -2960210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -2960224.000000 Penalty: 5009.416016
	Iteration 70Q: 3 clusters Score -2960224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2960219.750000 Penalty: 5009.416016
	Iteration 71Q: 3 clusters Score -2960220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2960225.250000 Penalty: 5009.416016
	Iteration 72Q: 3 clusters Score -2960225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2960225.500000 Penalty: 5009.416016
	Iteration 73Q: 3 clusters Score -2960226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2960228.250000 Penalty: 5009.416016
	Iteration 74Q: 3 clusters Score -2960228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2960233.500000 Penalty: 5009.416016
	Iteration 75Q: 3 clusters Score -2960234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2960237.750000 Penalty: 5009.416016
	Iteration 76Q: 3 clusters Score -2960238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2960239.250000 Penalty: 5009.416016
	Iteration 77Q: 3 clusters Score -2960239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2960243.500000 Penalty: 5009.416016
	Iteration 78Q: 3 clusters Score -2960244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2960240.250000 Penalty: 5009.416016
	Iteration 79Q: 3 clusters Score -2960240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2960240.000000 Penalty: 5009.416016
	Iteration 80F: 3 clusters Score -2960240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2960242.000000 Penalty: 5009.416016
	Iteration 81Q: 3 clusters Score -2960242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2960240.000000 Penalty: 5009.416016
	Iteration 82Q: 3 clusters Score -2960240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2960236.000000 Penalty: 5009.416016
	Iteration 83Q: 3 clusters Score -2960236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2960236.250000 Penalty: 5009.416016
	Iteration 84Q: 3 clusters Score -2960236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2960236.250000 Penalty: 5009.416016
	Iteration 85F: 3 clusters Score -2960236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (27259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Entering Unmasked Estep 
Score: -3443905.250000 Penalty: 2532.858398
	Iteration 0F: 2 clusters Score -3443905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3425222.750000 Penalty: 5065.716797
	Iteration 0F: 3 clusters Score -3425223 nChanged 12183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3431873.250000 Penalty: 5065.716797
	Iteration 1F: 3 clusters Score -3431873 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -3432513.500000 Penalty: 5065.716797
	Iteration 2F: 3 clusters Score -3432514 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3433417.750000 Penalty: 5065.716797
	Iteration 3F: 3 clusters Score -3433418 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -3434728.500000 Penalty: 5065.716797
	Iteration 4F: 3 clusters Score -3434728 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -3436436.500000 Penalty: 5065.716797
	Iteration 5F: 3 clusters Score -3436436 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -3438235.250000 Penalty: 5065.716797
	Iteration 6F: 3 clusters Score -3438235 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -3439683.250000 Penalty: 5065.716797
	Iteration 7F: 3 clusters Score -3439683 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3440687.000000 Penalty: 5065.716797
	Iteration 8Q: 3 clusters Score -3440687 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3441432.750000 Penalty: 5065.716797
	Iteration 9Q: 3 clusters Score -3441433 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3442088.000000 Penalty: 5065.716797
	Iteration 10Q: 3 clusters Score -3442088 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3442507.750000 Penalty: 5065.716797
	Iteration 11Q: 3 clusters Score -3442508 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3442701.500000 Penalty: 5065.716797
	Iteration 12Q: 3 clusters Score -3442702 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3442770.250000 Penalty: 5065.716797
	Iteration 13Q: 3 clusters Score -3442770 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3442823.250000 Penalty: 5065.716797
	Iteration 14Q: 3 clusters Score -3442823 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3442852.000000 Penalty: 5065.716797
	Iteration 15Q: 3 clusters Score -3442852 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3442892.500000 Penalty: 5065.716797
	Iteration 16Q: 3 clusters Score -3442892 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3442923.250000 Penalty: 5065.716797
	Iteration 17Q: 3 clusters Score -3442923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3442934.000000 Penalty: 5065.716797
	Iteration 18Q: 3 clusters Score -3442934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3442941.250000 Penalty: 5065.716797
	Iteration 19Q: 3 clusters Score -3442941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3442947.250000 Penalty: 5065.716797
	Iteration 20F: 3 clusters Score -3442947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3442953.250000 Penalty: 5065.716797
	Iteration 21Q: 3 clusters Score -3442953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3442966.750000 Penalty: 5065.716797
	Iteration 22Q: 3 clusters Score -3442967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3442972.000000 Penalty: 5065.716797
	Iteration 23Q: 3 clusters Score -3442972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3442972.750000 Penalty: 5065.716797
	Iteration 24Q: 3 clusters Score -3442973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3442980.000000 Penalty: 5065.716797
	Iteration 25Q: 3 clusters Score -3442980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3442985.000000 Penalty: 5065.716797
	Iteration 26Q: 3 clusters Score -3442985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3442991.250000 Penalty: 5065.716797
	Iteration 27Q: 3 clusters Score -3442991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3442988.750000 Penalty: 5065.716797
	Iteration 28Q: 3 clusters Score -3442989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3442993.500000 Penalty: 5065.716797
	Iteration 29Q: 3 clusters Score -3442994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3442994.250000 Penalty: 5065.716797
	Iteration 30Q: 3 clusters Score -3442994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3442994.250000 Penalty: 5065.716797
	Iteration 31F: 3 clusters Score -3442994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Entering Unmasked Estep 
Score: -2643199.750000 Penalty: 2459.696289
	Iteration 0F: 2 clusters Score -2643200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2629099.750000 Penalty: 4919.392578
	Iteration 0F: 3 clusters Score -2629100 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2633838.750000 Penalty: 4919.392578
	Iteration 1F: 3 clusters Score -2633839 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2634365.500000 Penalty: 4919.392578
	Iteration 2F: 3 clusters Score -2634366 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2634946.000000 Penalty: 4919.392578
	Iteration 3F: 3 clusters Score -2634946 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2635671.750000 Penalty: 4919.392578
	Iteration 4F: 3 clusters Score -2635672 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2636494.750000 Penalty: 4919.392578
	Iteration 5F: 3 clusters Score -2636495 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2637333.250000 Penalty: 4919.392578
	Iteration 6F: 3 clusters Score -2637333 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2638181.500000 Penalty: 4919.392578
	Iteration 7F: 3 clusters Score -2638182 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2638960.750000 Penalty: 4919.392578
	Iteration 8F: 3 clusters Score -2638961 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2639734.500000 Penalty: 4919.392578
	Iteration 9Q: 3 clusters Score -2639734 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2640483.500000 Penalty: 4919.392578
	Iteration 10Q: 3 clusters Score -2640484 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2641183.750000 Penalty: 4919.392578
	Iteration 11Q: 3 clusters Score -2641184 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2641692.500000 Penalty: 4919.392578
	Iteration 12Q: 3 clusters Score -2641692 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2641974.250000 Penalty: 4919.392578
	Iteration 13Q: 3 clusters Score -2641974 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2642071.750000 Penalty: 4919.392578
	Iteration 14Q: 3 clusters Score -2642072 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2642122.750000 Penalty: 4919.392578
	Iteration 15Q: 3 clusters Score -2642123 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2642145.500000 Penalty: 4919.392578
	Iteration 16Q: 3 clusters Score -2642146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2642149.250000 Penalty: 4919.392578
	Iteration 17Q: 3 clusters Score -2642149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2642155.000000 Penalty: 4919.392578
	Iteration 18Q: 3 clusters Score -2642155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2642158.500000 Penalty: 4919.392578
	Iteration 19Q: 3 clusters Score -2642158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2642163.000000 Penalty: 4919.392578
	Iteration 20F: 3 clusters Score -2642163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2642160.500000 Penalty: 4919.392578
	Iteration 21Q: 3 clusters Score -2642160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2642161.500000 Penalty: 4919.392578
	Iteration 22Q: 3 clusters Score -2642162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2642162.000000 Penalty: 4919.392578
	Iteration 23Q: 3 clusters Score -2642162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2642164.750000 Penalty: 4919.392578
	Iteration 24Q: 3 clusters Score -2642165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2642165.500000 Penalty: 4919.392578
	Iteration 25Q: 3 clusters Score -2642166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2642166.750000 Penalty: 4919.392578
	Iteration 26Q: 3 clusters Score -2642167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2642168.500000 Penalty: 4919.392578
	Iteration 27Q: 3 clusters Score -2642168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2642164.500000 Penalty: 4919.392578
	Iteration 28Q: 3 clusters Score -2642164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2642164.000000 Penalty: 4919.392578
	Iteration 29Q: 3 clusters Score -2642164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2642164.000000 Penalty: 4919.392578
	Iteration 30F: 3 clusters Score -2642164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Entering Unmasked Estep 
Score: -1989143.750000 Penalty: 2397.354492
	Iteration 0F: 2 clusters Score -1989144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1977885.500000 Penalty: 4794.708984
	Iteration 0F: 3 clusters Score -1977886 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1981621.000000 Penalty: 4794.708984
	Iteration 1F: 3 clusters Score -1981621 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1982574.125000 Penalty: 4794.708984
	Iteration 2F: 3 clusters Score -1982574 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1983985.625000 Penalty: 4794.708984
	Iteration 3F: 3 clusters Score -1983986 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1985632.000000 Penalty: 4794.708984
	Iteration 4F: 3 clusters Score -1985632 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1987054.250000 Penalty: 4794.708984
	Iteration 5F: 3 clusters Score -1987054 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1988117.625000 Penalty: 4794.708984
	Iteration 6F: 3 clusters Score -1988118 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1988858.125000 Penalty: 4794.708984
	Iteration 7Q: 3 clusters Score -1988858 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1989354.000000 Penalty: 4794.708984
	Iteration 8Q: 3 clusters Score -1989354 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1989686.000000 Penalty: 4794.708984
	Iteration 9Q: 3 clusters Score -1989686 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1989872.125000 Penalty: 4794.708984
	Iteration 10Q: 3 clusters Score -1989872 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1989964.375000 Penalty: 4794.708984
	Iteration 11Q: 3 clusters Score -1989964 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1990044.375000 Penalty: 4794.708984
	Iteration 12Q: 3 clusters Score -1990044 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1990081.250000 Penalty: 4794.708984
	Iteration 13Q: 3 clusters Score -1990081 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1990107.250000 Penalty: 4794.708984
	Iteration 14Q: 3 clusters Score -1990107 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1990121.125000 Penalty: 4794.708984
	Iteration 15Q: 3 clusters Score -1990121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1990131.625000 Penalty: 4794.708984
	Iteration 16Q: 3 clusters Score -1990132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1990138.000000 Penalty: 4794.708984
	Iteration 17Q: 3 clusters Score -1990138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1990142.375000 Penalty: 4794.708984
	Iteration 18Q: 3 clusters Score -1990142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1990139.250000 Penalty: 4794.708984
	Iteration 19Q: 3 clusters Score -1990139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1990143.125000 Penalty: 4794.708984
	Iteration 20F: 3 clusters Score -1990143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1990143.500000 Penalty: 4794.708984
	Iteration 21Q: 3 clusters Score -1990144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1990146.375000 Penalty: 4794.708984
	Iteration 22Q: 3 clusters Score -1990146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1990147.250000 Penalty: 4794.708984
	Iteration 23Q: 3 clusters Score -1990147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1990147.250000 Penalty: 4794.708984
	Iteration 24F: 3 clusters Score -1990147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6495 members 
Mstep: Class 3 contains 48326 members 
Mstep: Class 4 contains 5292 members 
Mstep: Class 5 contains 172332 members 
Mstep: Class 6 contains 14574 members 
Mstep: Class 7 contains 185838 members 
Mstep: Class 8 contains 10525 members 
Mstep: Class 9 contains 75964 members 
Mstep: Class 10 contains 99722 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 8065 members 
Mstep: Class 13 contains 172026 members 
Mstep: Class 14 contains 5157 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 97136 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 1242 members 
Mstep: Class 20 contains 7104 members 
Mstep: Class 21 contains 7508 members 
Mstep: Class 22 contains 9742 members 
Mstep: Class 23 contains 31433 members 
Mstep: Class 24 contains 14758 members 
Mstep: Class 25 contains 24334 members 
Mstep: Class 26 contains 27259 members 
Mstep: Class 27 contains 20295 members 
Mstep: Class 28 contains 3549 members 
Mstep: Class 29 contains 10346 members 
Mstep: Class 30 contains 4358 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1192 members 
Mstep: Class 33 contains 6320 members 
Mstep: Class 34 contains 58164 members 
Mstep: Class 35 contains 14554 members 
Mstep: Class 36 contains 749 members 
Mstep: Class 37 contains 2871 members 
Mstep: Class 38 contains 12235 members 
Entering Unmasked Estep 
Score: -150915632.000000 Penalty: 132019.453125
Splitting cluster 28 changes total score from -150901680.000000 to -150915632.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 29 (10346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Entering Unmasked Estep 
Score: -1203096.500000 Penalty: 2292.600098
	Iteration 0F: 2 clusters Score -1203096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1195217.625000 Penalty: 4585.200195
	Iteration 0F: 3 clusters Score -1195218 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1197597.375000 Penalty: 4585.200195
	Iteration 1F: 3 clusters Score -1197597 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1198073.625000 Penalty: 4585.200195
	Iteration 2F: 3 clusters Score -1198074 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1198557.375000 Penalty: 4585.200195
	Iteration 3F: 3 clusters Score -1198557 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1199033.500000 Penalty: 4585.200195
	Iteration 4F: 3 clusters Score -1199034 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1199467.250000 Penalty: 4585.200195
	Iteration 5F: 3 clusters Score -1199467 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1199883.375000 Penalty: 4585.200195
	Iteration 6F: 3 clusters Score -1199883 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1200253.375000 Penalty: 4585.200195
	Iteration 7F: 3 clusters Score -1200253 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1200532.125000 Penalty: 4585.200195
	Iteration 8Q: 3 clusters Score -1200532 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1200769.625000 Penalty: 4585.200195
	Iteration 9Q: 3 clusters Score -1200770 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1200983.375000 Penalty: 4585.200195
	Iteration 10Q: 3 clusters Score -1200983 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1201195.750000 Penalty: 4585.200195
	Iteration 11Q: 3 clusters Score -1201196 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1201402.500000 Penalty: 4585.200195
	Iteration 12Q: 3 clusters Score -1201402 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1201595.875000 Penalty: 4585.200195
	Iteration 13Q: 3 clusters Score -1201596 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1201777.000000 Penalty: 4585.200195
	Iteration 14Q: 3 clusters Score -1201777 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1201962.625000 Penalty: 4585.200195
	Iteration 15Q: 3 clusters Score -1201963 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1202149.625000 Penalty: 4585.200195
	Iteration 16Q: 3 clusters Score -1202150 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1202310.875000 Penalty: 4585.200195
	Iteration 17Q: 3 clusters Score -1202311 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1202462.875000 Penalty: 4585.200195
	Iteration 18Q: 3 clusters Score -1202463 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1202578.375000 Penalty: 4585.200195
	Iteration 19Q: 3 clusters Score -1202578 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1202695.750000 Penalty: 4585.200195
	Iteration 20F: 3 clusters Score -1202696 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1202799.500000 Penalty: 4585.200195
	Iteration 21Q: 3 clusters Score -1202800 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1202911.250000 Penalty: 4585.200195
	Iteration 22Q: 3 clusters Score -1202911 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1202997.125000 Penalty: 4585.200195
	Iteration 23Q: 3 clusters Score -1202997 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1203059.375000 Penalty: 4585.200195
	Iteration 24Q: 3 clusters Score -1203059 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1203109.750000 Penalty: 4585.200195
	Iteration 25Q: 3 clusters Score -1203110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1203148.500000 Penalty: 4585.200195
	Iteration 26Q: 3 clusters Score -1203148 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1203198.625000 Penalty: 4585.200195
	Iteration 27Q: 3 clusters Score -1203199 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1203229.375000 Penalty: 4585.200195
	Iteration 28Q: 3 clusters Score -1203229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1203246.875000 Penalty: 4585.200195
	Iteration 29Q: 3 clusters Score -1203247 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1203258.625000 Penalty: 4585.200195
	Iteration 30Q: 3 clusters Score -1203259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1203266.000000 Penalty: 4585.200195
	Iteration 31Q: 3 clusters Score -1203266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1203285.000000 Penalty: 4585.200195
	Iteration 32Q: 3 clusters Score -1203285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1203295.875000 Penalty: 4585.200195
	Iteration 33Q: 3 clusters Score -1203296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1203306.625000 Penalty: 4585.200195
	Iteration 34Q: 3 clusters Score -1203307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1203319.875000 Penalty: 4585.200195
	Iteration 35Q: 3 clusters Score -1203320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1203333.375000 Penalty: 4585.200195
	Iteration 36Q: 3 clusters Score -1203333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1203343.625000 Penalty: 4585.200195
	Iteration 37Q: 3 clusters Score -1203344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1203351.375000 Penalty: 4585.200195
	Iteration 38Q: 3 clusters Score -1203351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1203362.000000 Penalty: 4585.200195
	Iteration 39Q: 3 clusters Score -1203362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1203367.250000 Penalty: 4585.200195
	Iteration 40F: 3 clusters Score -1203367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1203372.500000 Penalty: 4585.200195
	Iteration 41Q: 3 clusters Score -1203372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1203378.500000 Penalty: 4585.200195
	Iteration 42Q: 3 clusters Score -1203378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1203386.375000 Penalty: 4585.200195
	Iteration 43Q: 3 clusters Score -1203386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1203386.875000 Penalty: 4585.200195
	Iteration 44Q: 3 clusters Score -1203387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1203392.875000 Penalty: 4585.200195
	Iteration 45Q: 3 clusters Score -1203393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1203402.125000 Penalty: 4585.200195
	Iteration 46Q: 3 clusters Score -1203402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1203420.875000 Penalty: 4585.200195
	Iteration 47Q: 3 clusters Score -1203421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1203430.125000 Penalty: 4585.200195
	Iteration 48Q: 3 clusters Score -1203430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1203436.375000 Penalty: 4585.200195
	Iteration 49Q: 3 clusters Score -1203436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1203437.250000 Penalty: 4585.200195
	Iteration 50Q: 3 clusters Score -1203437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1203440.000000 Penalty: 4585.200195
	Iteration 51Q: 3 clusters Score -1203440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1203442.625000 Penalty: 4585.200195
	Iteration 52Q: 3 clusters Score -1203443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1203448.375000 Penalty: 4585.200195
	Iteration 53Q: 3 clusters Score -1203448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1203449.625000 Penalty: 4585.200195
	Iteration 54Q: 3 clusters Score -1203450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1203453.250000 Penalty: 4585.200195
	Iteration 55Q: 3 clusters Score -1203453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1203458.125000 Penalty: 4585.200195
	Iteration 56Q: 3 clusters Score -1203458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1203462.875000 Penalty: 4585.200195
	Iteration 57Q: 3 clusters Score -1203463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1203464.125000 Penalty: 4585.200195
	Iteration 58Q: 3 clusters Score -1203464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1203468.875000 Penalty: 4585.200195
	Iteration 59Q: 3 clusters Score -1203469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1203470.000000 Penalty: 4585.200195
	Iteration 60F: 3 clusters Score -1203470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6495 members 
Mstep: Class 3 contains 48326 members 
Mstep: Class 4 contains 5292 members 
Mstep: Class 5 contains 172332 members 
Mstep: Class 6 contains 14574 members 
Mstep: Class 7 contains 185838 members 
Mstep: Class 8 contains 10525 members 
Mstep: Class 9 contains 75964 members 
Mstep: Class 10 contains 99722 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 8065 members 
Mstep: Class 13 contains 172026 members 
Mstep: Class 14 contains 5157 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 97136 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 1242 members 
Mstep: Class 20 contains 7104 members 
Mstep: Class 21 contains 7508 members 
Mstep: Class 22 contains 9742 members 
Mstep: Class 23 contains 31433 members 
Mstep: Class 24 contains 14758 members 
Mstep: Class 25 contains 24334 members 
Mstep: Class 26 contains 27259 members 
Mstep: Class 27 contains 20295 members 
Mstep: Class 28 contains 3549 members 
Mstep: Class 29 contains 8799 members 
Mstep: Class 30 contains 4358 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 1192 members 
Mstep: Class 33 contains 6320 members 
Mstep: Class 34 contains 58164 members 
Mstep: Class 35 contains 14554 members 
Mstep: Class 36 contains 749 members 
Mstep: Class 37 contains 2871 members 
Mstep: Class 38 contains 12235 members 
Mstep: Class 39 contains 1547 members 
Entering Unmasked Estep 
Score: -150914576.000000 Penalty: 135493.656250
Splitting cluster 29 changes total score from -150901680.000000 to -150914576.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 30 (4358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Entering Unmasked Estep 
Score: -564353.062500 Penalty: 2078.182617
	Iteration 0F: 2 clusters Score -564353.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -560256.062500 Penalty: 4156.365234
	Iteration 0F: 3 clusters Score -560256.1 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -561181.125000 Penalty: 4156.365234
	Iteration 1F: 3 clusters Score -561181.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -561354.937500 Penalty: 4156.365234
	Iteration 2F: 3 clusters Score -561354.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -561468.500000 Penalty: 4156.365234
	Iteration 3Q: 3 clusters Score -561468.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -561541.750000 Penalty: 4156.365234
	Iteration 4Q: 3 clusters Score -561541.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -561604.750000 Penalty: 4156.365234
	Iteration 5Q: 3 clusters Score -561604.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -561657.625000 Penalty: 4156.365234
	Iteration 6Q: 3 clusters Score -561657.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -561700.687500 Penalty: 4156.365234
	Iteration 7Q: 3 clusters Score -561700.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -561739.625000 Penalty: 4156.365234
	Iteration 8Q: 3 clusters Score -561739.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -561775.187500 Penalty: 4156.365234
	Iteration 9Q: 3 clusters Score -561775.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -561805.937500 Penalty: 4156.365234
	Iteration 10Q: 3 clusters Score -561805.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -561830.375000 Penalty: 4156.365234
	Iteration 11Q: 3 clusters Score -561830.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -561849.187500 Penalty: 4156.365234
	Iteration 12Q: 3 clusters Score -561849.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -561867.812500 Penalty: 4156.365234
	Iteration 13Q: 3 clusters Score -561867.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -561893.312500 Penalty: 4156.365234
	Iteration 14Q: 3 clusters Score -561893.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -561922.750000 Penalty: 4156.365234
	Iteration 15Q: 3 clusters Score -561922.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -561949.937500 Penalty: 4156.365234
	Iteration 16Q: 3 clusters Score -561949.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -561974.500000 Penalty: 4156.365234
	Iteration 17Q: 3 clusters Score -561974.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -562002.000000 Penalty: 4156.365234
	Iteration 18Q: 3 clusters Score -562002 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -562033.562500 Penalty: 4156.365234
	Iteration 19Q: 3 clusters Score -562033.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -562066.625000 Penalty: 4156.365234
	Iteration 20F: 3 clusters Score -562066.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -562092.312500 Penalty: 4156.365234
	Iteration 21Q: 3 clusters Score -562092.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -562116.375000 Penalty: 4156.365234
	Iteration 22Q: 3 clusters Score -562116.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -562144.125000 Penalty: 4156.365234
	Iteration 23Q: 3 clusters Score -562144.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -562167.000000 Penalty: 4156.365234
	Iteration 24Q: 3 clusters Score -562167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -562192.312500 Penalty: 4156.365234
	Iteration 25Q: 3 clusters Score -562192.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -562214.437500 Penalty: 4156.365234
	Iteration 26Q: 3 clusters Score -562214.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -562233.500000 Penalty: 4156.365234
	Iteration 27Q: 3 clusters Score -562233.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -562249.062500 Penalty: 4156.365234
	Iteration 28Q: 3 clusters Score -562249.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -562259.250000 Penalty: 4156.365234
	Iteration 29Q: 3 clusters Score -562259.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -562271.625000 Penalty: 4156.365234
	Iteration 30Q: 3 clusters Score -562271.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -562289.000000 Penalty: 4156.365234
	Iteration 31Q: 3 clusters Score -562289 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -562305.937500 Penalty: 4156.365234
	Iteration 32Q: 3 clusters Score -562305.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -562323.375000 Penalty: 4156.365234
	Iteration 33Q: 3 clusters Score -562323.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -562340.937500 Penalty: 4156.365234
	Iteration 34Q: 3 clusters Score -562340.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -562357.312500 Penalty: 4156.365234
	Iteration 35Q: 3 clusters Score -562357.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -562376.312500 Penalty: 4156.365234
	Iteration 36Q: 3 clusters Score -562376.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -562395.312500 Penalty: 4156.365234
	Iteration 37Q: 3 clusters Score -562395.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -562417.875000 Penalty: 4156.365234
	Iteration 38Q: 3 clusters Score -562417.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -562446.187500 Penalty: 4156.365234
	Iteration 39Q: 3 clusters Score -562446.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -562486.062500 Penalty: 4156.365234
	Iteration 40F: 3 clusters Score -562486.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -562551.187500 Penalty: 4156.365234
	Iteration 41Q: 3 clusters Score -562551.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -562643.375000 Penalty: 4156.365234
	Iteration 42Q: 3 clusters Score -562643.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -562765.250000 Penalty: 4156.365234
	Iteration 43Q: 3 clusters Score -562765.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -562897.125000 Penalty: 4156.365234
	Iteration 44Q: 3 clusters Score -562897.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -563045.562500 Penalty: 4156.365234
	Iteration 45Q: 3 clusters Score -563045.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -563208.500000 Penalty: 4156.365234
	Iteration 46Q: 3 clusters Score -563208.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -563306.187500 Penalty: 4156.365234
	Iteration 47Q: 3 clusters Score -563306.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -563343.250000 Penalty: 4156.365234
	Iteration 48Q: 3 clusters Score -563343.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -563363.687500 Penalty: 4156.365234
	Iteration 49Q: 3 clusters Score -563363.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -563371.562500 Penalty: 4156.365234
	Iteration 50Q: 3 clusters Score -563371.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -563376.375000 Penalty: 4156.365234
	Iteration 51Q: 3 clusters Score -563376.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -563376.375000 Penalty: 4156.365234
	Iteration 52F: 3 clusters Score -563376.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -100876.328125 Penalty: 1744.309570
	Iteration 0F: 2 clusters Score -100876.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -99289.070312 Penalty: 3488.619141
	Iteration 0F: 3 clusters Score -99289.07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -102841.781250 Penalty: 3488.619141
	Iteration 1F: 3 clusters Score -102841.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -105847.625000 Penalty: 3488.619141
	Iteration 2F: 3 clusters Score -105847.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -106693.734375 Penalty: 3488.619141
	Iteration 3Q: 3 clusters Score -106693.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -106883.726562 Penalty: 3488.619141
	Iteration 4Q: 3 clusters Score -106883.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -107028.445312 Penalty: 3488.619141
	Iteration 5Q: 3 clusters Score -107028.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -107276.242188 Penalty: 3488.619141
	Iteration 6Q: 3 clusters Score -107276.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -107485.843750 Penalty: 3488.619141
	Iteration 7Q: 3 clusters Score -107485.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -107503.695312 Penalty: 3488.619141
	Iteration 8Q: 3 clusters Score -107503.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -107506.656250 Penalty: 3488.619141
	Iteration 9Q: 3 clusters Score -107506.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -107511.054688 Penalty: 3488.619141
	Iteration 10Q: 3 clusters Score -107511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -107511.054688 Penalty: 3488.619141
	Iteration 11F: 3 clusters Score -107511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6495 members 
Mstep: Class 3 contains 48326 members 
Mstep: Class 4 contains 5292 members 
Mstep: Class 5 contains 172332 members 
Mstep: Class 6 contains 14574 members 
Mstep: Class 7 contains 185838 members 
Mstep: Class 8 contains 10525 members 
Mstep: Class 9 contains 75964 members 
Mstep: Class 10 contains 99722 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 8065 members 
Mstep: Class 13 contains 172026 members 
Mstep: Class 14 contains 5157 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 97136 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 1242 members 
Mstep: Class 20 contains 7104 members 
Mstep: Class 21 contains 7508 members 
Mstep: Class 22 contains 9742 members 
Mstep: Class 23 contains 31433 members 
Mstep: Class 24 contains 14758 members 
Mstep: Class 25 contains 24334 members 
Mstep: Class 26 contains 27259 members 
Mstep: Class 27 contains 20295 members 
Mstep: Class 28 contains 3549 members 
Mstep: Class 29 contains 8799 members 
Mstep: Class 30 contains 4358 members 
Mstep: Class 31 contains 313 members 
Mstep: Class 32 contains 1192 members 
Mstep: Class 33 contains 6320 members 
Mstep: Class 34 contains 58164 members 
Mstep: Class 35 contains 14554 members 
Mstep: Class 36 contains 749 members 
Mstep: Class 37 contains 2871 members 
Mstep: Class 38 contains 12235 members 
Mstep: Class 39 contains 1547 members 
Mstep: Class 40 contains 821 members 
Entering Unmasked Estep 
Score: -150919552.000000 Penalty: 138967.843750
Splitting cluster 31 changes total score from -150901680.000000 to -150919552.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 32 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -140763.718750 Penalty: 1756.680176
	Iteration 0F: 2 clusters Score -140763.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -138737.734375 Penalty: 3513.360352
	Iteration 0F: 3 clusters Score -138737.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -139190.093750 Penalty: 3513.360352
	Iteration 1F: 3 clusters Score -139190.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -139453.453125 Penalty: 3513.360352
	Iteration 2F: 3 clusters Score -139453.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -139586.484375 Penalty: 3513.360352
	Iteration 3F: 3 clusters Score -139586.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -139660.296875 Penalty: 3513.360352
	Iteration 4Q: 3 clusters Score -139660.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139724.515625 Penalty: 3513.360352
	Iteration 5Q: 3 clusters Score -139724.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -139774.625000 Penalty: 3513.360352
	Iteration 6Q: 3 clusters Score -139774.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -139813.843750 Penalty: 3513.360352
	Iteration 7Q: 3 clusters Score -139813.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139856.796875 Penalty: 3513.360352
	Iteration 8Q: 3 clusters Score -139856.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -139930.687500 Penalty: 3513.360352
	Iteration 9Q: 3 clusters Score -139930.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -140022.859375 Penalty: 3513.360352
	Iteration 10Q: 3 clusters Score -140022.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -140130.703125 Penalty: 3513.360352
	Iteration 11Q: 3 clusters Score -140130.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -140223.109375 Penalty: 3513.360352
	Iteration 12Q: 3 clusters Score -140223.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -140287.468750 Penalty: 3513.360352
	Iteration 13Q: 3 clusters Score -140287.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -140336.125000 Penalty: 3513.360352
	Iteration 14Q: 3 clusters Score -140336.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -140368.015625 Penalty: 3513.360352
	Iteration 15Q: 3 clusters Score -140368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -140394.296875 Penalty: 3513.360352
	Iteration 16Q: 3 clusters Score -140394.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -140426.421875 Penalty: 3513.360352
	Iteration 17Q: 3 clusters Score -140426.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -140473.656250 Penalty: 3513.360352
	Iteration 18Q: 3 clusters Score -140473.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -140535.625000 Penalty: 3513.360352
	Iteration 19Q: 3 clusters Score -140535.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -140585.281250 Penalty: 3513.360352
	Iteration 20F: 3 clusters Score -140585.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -140615.046875 Penalty: 3513.360352
	Iteration 21Q: 3 clusters Score -140615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -140662.046875 Penalty: 3513.360352
	Iteration 22Q: 3 clusters Score -140662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -140711.218750 Penalty: 3513.360352
	Iteration 23Q: 3 clusters Score -140711.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -140772.921875 Penalty: 3513.360352
	Iteration 24Q: 3 clusters Score -140772.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -140813.906250 Penalty: 3513.360352
	Iteration 25Q: 3 clusters Score -140813.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -140859.921875 Penalty: 3513.360352
	Iteration 26Q: 3 clusters Score -140859.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -140900.171875 Penalty: 3513.360352
	Iteration 27Q: 3 clusters Score -140900.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -141001.968750 Penalty: 3513.360352
	Iteration 28Q: 3 clusters Score -141002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -141233.640625 Penalty: 3513.360352
	Iteration 29Q: 3 clusters Score -141233.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -141461.687500 Penalty: 3513.360352
	Iteration 30Q: 3 clusters Score -141461.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -141494.609375 Penalty: 3513.360352
	Iteration 31Q: 3 clusters Score -141494.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -141502.812500 Penalty: 3513.360352
	Iteration 32Q: 3 clusters Score -141502.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -141503.812500 Penalty: 3513.360352
	Iteration 33Q: 3 clusters Score -141503.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -141503.812500 Penalty: 3513.360352
	Iteration 34F: 3 clusters Score -141503.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6495 members 
Mstep: Class 3 contains 48326 members 
Mstep: Class 4 contains 5292 members 
Mstep: Class 5 contains 172332 members 
Mstep: Class 6 contains 14574 members 
Mstep: Class 7 contains 185838 members 
Mstep: Class 8 contains 10525 members 
Mstep: Class 9 contains 75964 members 
Mstep: Class 10 contains 99722 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 8065 members 
Mstep: Class 13 contains 172026 members 
Mstep: Class 14 contains 5157 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 97136 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 1242 members 
Mstep: Class 20 contains 7104 members 
Mstep: Class 21 contains 7508 members 
Mstep: Class 22 contains 9742 members 
Mstep: Class 23 contains 31433 members 
Mstep: Class 24 contains 14758 members 
Mstep: Class 25 contains 24334 members 
Mstep: Class 26 contains 27259 members 
Mstep: Class 27 contains 20295 members 
Mstep: Class 28 contains 3549 members 
Mstep: Class 29 contains 8799 members 
Mstep: Class 30 contains 4358 members 
Mstep: Class 31 contains 313 members 
Mstep: Class 32 contains 725 members 
Mstep: Class 33 contains 6320 members 
Mstep: Class 34 contains 58164 members 
Mstep: Class 35 contains 14554 members 
Mstep: Class 36 contains 749 members 
Mstep: Class 37 contains 2871 members 
Mstep: Class 38 contains 12235 members 
Mstep: Class 39 contains 1547 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 467 members 
Entering Unmasked Estep 
Score: -150918416.000000 Penalty: 142442.046875
Splitting cluster 32 changes total score from -150901680.000000 to -150918416.000000
So it's getting split into cluster 41.
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6495 members 
Mstep: Class 3 contains 48326 members 
Mstep: Class 4 contains 5292 members 
Mstep: Class 5 contains 172332 members 
Mstep: Class 6 contains 14574 members 
Mstep: Class 7 contains 185838 members 
Mstep: Class 8 contains 10525 members 
Mstep: Class 9 contains 75964 members 
Mstep: Class 10 contains 99722 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 8065 members 
Mstep: Class 13 contains 172026 members 
Mstep: Class 14 contains 5157 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 97136 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 18 contains 30096 members 
Mstep: Class 19 contains 1242 members 
Mstep: Class 20 contains 7104 members 
Mstep: Class 21 contains 7508 members 
Mstep: Class 22 contains 9742 members 
Mstep: Class 23 contains 31433 members 
Mstep: Class 24 contains 14758 members 
Mstep: Class 25 contains 24334 members 
Mstep: Class 26 contains 27259 members 
Mstep: Class 27 contains 20295 members 
Mstep: Class 28 contains 3549 members 
Mstep: Class 29 contains 8799 members 
Mstep: Class 30 contains 4358 members 
Mstep: Class 31 contains 313 members 
Mstep: Class 32 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150924128.000000 Penalty: 142442.046875
Iteration 79Q: 42 clusters Score -1.509241e+08 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 48754 members 
Mstep: Class 4 contains 5314 members 
Mstep: Class 5 contains 172299 members 
Mstep: Class 6 contains 14889 members 
Mstep: Class 7 contains 185691 members 
Mstep: Class 8 contains 10500 members 
Mstep: Class 9 contains 75926 members 
Mstep: Class 10 contains 99634 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 8099 members 
Mstep: Class 13 contains 172055 members 
Mstep: Class 14 contains 5353 members 
Mstep: Class 15 contains 5485 members 
Mstep: Class 16 contains 97124 members 
Mstep: Class 17 contains 7933 members 
Mstep: Class 18 contains 30188 members 
Mstep: Class 19 contains 1240 members 
Mstep: Class 20 contains 7566 members 
Mstep: Class 21 contains 7557 members 
Mstep: Class 22 contains 10082 members 
Mstep: Class 23 contains 31650 members 
Mstep: Class 24 contains 14734 members 
Mstep: Class 25 contains 24358 members 
Mstep: Class 26 contains 27224 members 
Mstep: Class 27 contains 20317 members 
Mstep: Class 28 contains 4087 members 
Mstep: Class 29 contains 9241 members 
Mstep: Class 30 contains 4361 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 741 members 
Mstep: Class 33 contains 5737 members 
Mstep: Class 34 contains 56301 members 
Mstep: Class 35 contains 14570 members 
Mstep: Class 36 contains 744 members 
Mstep: Class 37 contains 2743 members 
Mstep: Class 38 contains 12022 members 
Mstep: Class 39 contains 1503 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150930656.000000 Penalty: 142442.046875
Iteration 80F: 42 clusters Score -1.509307e+08 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 6417 members 
Mstep: Class 3 contains 48938 members 
Mstep: Class 4 contains 5303 members 
Mstep: Class 5 contains 171947 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 185452 members 
Mstep: Class 8 contains 10481 members 
Mstep: Class 9 contains 75881 members 
Mstep: Class 10 contains 98706 members 
Mstep: Class 11 contains 4501 members 
Mstep: Class 12 contains 8123 members 
Mstep: Class 13 contains 171658 members 
Mstep: Class 14 contains 5457 members 
Mstep: Class 15 contains 5386 members 
Mstep: Class 16 contains 97114 members 
Mstep: Class 17 contains 7915 members 
Mstep: Class 18 contains 30188 members 
Mstep: Class 19 contains 1235 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 7541 members 
Mstep: Class 22 contains 10273 members 
Mstep: Class 23 contains 31867 members 
Mstep: Class 24 contains 14727 members 
Mstep: Class 25 contains 24378 members 
Mstep: Class 26 contains 27183 members 
Mstep: Class 27 contains 20268 members 
Mstep: Class 28 contains 4400 members 
Mstep: Class 29 contains 9433 members 
Mstep: Class 30 contains 4365 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 6181 members 
Mstep: Class 34 contains 56269 members 
Mstep: Class 35 contains 14700 members 
Mstep: Class 36 contains 741 members 
Mstep: Class 37 contains 2744 members 
Mstep: Class 38 contains 12001 members 
Mstep: Class 39 contains 1631 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150934080.000000 Penalty: 142442.046875
Iteration 81Q: 42 clusters Score -1.509341e+08 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6338 members 
Mstep: Class 3 contains 49108 members 
Mstep: Class 4 contains 5292 members 
Mstep: Class 5 contains 171697 members 
Mstep: Class 6 contains 15337 members 
Mstep: Class 7 contains 185334 members 
Mstep: Class 8 contains 10470 members 
Mstep: Class 9 contains 75821 members 
Mstep: Class 10 contains 98023 members 
Mstep: Class 11 contains 4493 members 
Mstep: Class 12 contains 8220 members 
Mstep: Class 13 contains 171399 members 
Mstep: Class 14 contains 5565 members 
Mstep: Class 15 contains 5314 members 
Mstep: Class 16 contains 97104 members 
Mstep: Class 17 contains 7903 members 
Mstep: Class 18 contains 30229 members 
Mstep: Class 19 contains 1232 members 
Mstep: Class 20 contains 8014 members 
Mstep: Class 21 contains 7534 members 
Mstep: Class 22 contains 10430 members 
Mstep: Class 23 contains 32073 members 
Mstep: Class 24 contains 14738 members 
Mstep: Class 25 contains 24392 members 
Mstep: Class 26 contains 27118 members 
Mstep: Class 27 contains 20241 members 
Mstep: Class 28 contains 4664 members 
Mstep: Class 29 contains 9575 members 
Mstep: Class 30 contains 4366 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 6519 members 
Mstep: Class 34 contains 55885 members 
Mstep: Class 35 contains 14765 members 
Mstep: Class 36 contains 738 members 
Mstep: Class 37 contains 2740 members 
Mstep: Class 38 contains 12004 members 
Mstep: Class 39 contains 1717 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150935856.000000 Penalty: 142442.046875
Iteration 82Q: 42 clusters Score -1.509359e+08 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 6299 members 
Mstep: Class 3 contains 49271 members 
Mstep: Class 4 contains 5281 members 
Mstep: Class 5 contains 171518 members 
Mstep: Class 6 contains 15556 members 
Mstep: Class 7 contains 185220 members 
Mstep: Class 8 contains 10448 members 
Mstep: Class 9 contains 75764 members 
Mstep: Class 10 contains 97461 members 
Mstep: Class 11 contains 4478 members 
Mstep: Class 12 contains 8409 members 
Mstep: Class 13 contains 171202 members 
Mstep: Class 14 contains 5655 members 
Mstep: Class 15 contains 5234 members 
Mstep: Class 16 contains 97094 members 
Mstep: Class 17 contains 7885 members 
Mstep: Class 18 contains 30232 members 
Mstep: Class 19 contains 1228 members 
Mstep: Class 20 contains 8126 members 
Mstep: Class 21 contains 7526 members 
Mstep: Class 22 contains 10538 members 
Mstep: Class 23 contains 32246 members 
Mstep: Class 24 contains 14750 members 
Mstep: Class 25 contains 24408 members 
Mstep: Class 26 contains 27026 members 
Mstep: Class 27 contains 20243 members 
Mstep: Class 28 contains 4908 members 
Mstep: Class 29 contains 9750 members 
Mstep: Class 30 contains 4372 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 6794 members 
Mstep: Class 34 contains 55499 members 
Mstep: Class 35 contains 14763 members 
Mstep: Class 36 contains 739 members 
Mstep: Class 37 contains 2740 members 
Mstep: Class 38 contains 12020 members 
Mstep: Class 39 contains 1773 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150937152.000000 Penalty: 142442.046875
Iteration 83Q: 42 clusters Score -1.509372e+08 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6274 members 
Mstep: Class 3 contains 49412 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 171351 members 
Mstep: Class 6 contains 15713 members 
Mstep: Class 7 contains 185068 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 75688 members 
Mstep: Class 10 contains 97038 members 
Mstep: Class 11 contains 4470 members 
Mstep: Class 12 contains 8677 members 
Mstep: Class 13 contains 171053 members 
Mstep: Class 14 contains 5768 members 
Mstep: Class 15 contains 5159 members 
Mstep: Class 16 contains 97085 members 
Mstep: Class 17 contains 7869 members 
Mstep: Class 18 contains 30217 members 
Mstep: Class 19 contains 1226 members 
Mstep: Class 20 contains 8214 members 
Mstep: Class 21 contains 7540 members 
Mstep: Class 22 contains 10626 members 
Mstep: Class 23 contains 32404 members 
Mstep: Class 24 contains 14761 members 
Mstep: Class 25 contains 24429 members 
Mstep: Class 26 contains 26929 members 
Mstep: Class 27 contains 20238 members 
Mstep: Class 28 contains 5160 members 
Mstep: Class 29 contains 9872 members 
Mstep: Class 30 contains 4370 members 
Mstep: Class 31 contains 337 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 7037 members 
Mstep: Class 34 contains 55097 members 
Mstep: Class 35 contains 14729 members 
Mstep: Class 36 contains 738 members 
Mstep: Class 37 contains 2740 members 
Mstep: Class 38 contains 12028 members 
Mstep: Class 39 contains 1813 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150938560.000000 Penalty: 142442.046875
Iteration 84Q: 42 clusters Score -1.509386e+08 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 6248 members 
Mstep: Class 3 contains 49535 members 
Mstep: Class 4 contains 5264 members 
Mstep: Class 5 contains 171203 members 
Mstep: Class 6 contains 15846 members 
Mstep: Class 7 contains 184941 members 
Mstep: Class 8 contains 10414 members 
Mstep: Class 9 contains 75596 members 
Mstep: Class 10 contains 96691 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 8886 members 
Mstep: Class 13 contains 170915 members 
Mstep: Class 14 contains 5879 members 
Mstep: Class 15 contains 5115 members 
Mstep: Class 16 contains 97078 members 
Mstep: Class 17 contains 7859 members 
Mstep: Class 18 contains 30200 members 
Mstep: Class 19 contains 1223 members 
Mstep: Class 20 contains 8284 members 
Mstep: Class 21 contains 7558 members 
Mstep: Class 22 contains 10723 members 
Mstep: Class 23 contains 32567 members 
Mstep: Class 24 contains 14781 members 
Mstep: Class 25 contains 24447 members 
Mstep: Class 26 contains 26846 members 
Mstep: Class 27 contains 20245 members 
Mstep: Class 28 contains 5390 members 
Mstep: Class 29 contains 9981 members 
Mstep: Class 30 contains 4373 members 
Mstep: Class 31 contains 340 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 7257 members 
Mstep: Class 34 contains 54682 members 
Mstep: Class 35 contains 14696 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2739 members 
Mstep: Class 38 contains 12039 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150939264.000000 Penalty: 142442.046875
Iteration 85Q: 42 clusters Score -1.509393e+08 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6237 members 
Mstep: Class 3 contains 49644 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 171084 members 
Mstep: Class 6 contains 15959 members 
Mstep: Class 7 contains 184779 members 
Mstep: Class 8 contains 10406 members 
Mstep: Class 9 contains 75513 members 
Mstep: Class 10 contains 96383 members 
Mstep: Class 11 contains 4431 members 
Mstep: Class 12 contains 9086 members 
Mstep: Class 13 contains 170844 members 
Mstep: Class 14 contains 5996 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 97072 members 
Mstep: Class 17 contains 7858 members 
Mstep: Class 18 contains 30177 members 
Mstep: Class 19 contains 1222 members 
Mstep: Class 20 contains 8348 members 
Mstep: Class 21 contains 7571 members 
Mstep: Class 22 contains 10807 members 
Mstep: Class 23 contains 32694 members 
Mstep: Class 24 contains 14803 members 
Mstep: Class 25 contains 24458 members 
Mstep: Class 26 contains 26755 members 
Mstep: Class 27 contains 20240 members 
Mstep: Class 28 contains 5595 members 
Mstep: Class 29 contains 10079 members 
Mstep: Class 30 contains 4376 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 744 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 54295 members 
Mstep: Class 35 contains 14667 members 
Mstep: Class 36 contains 738 members 
Mstep: Class 37 contains 2740 members 
Mstep: Class 38 contains 12051 members 
Mstep: Class 39 contains 1878 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150940256.000000 Penalty: 142442.046875
Iteration 86Q: 42 clusters Score -1.509403e+08 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6228 members 
Mstep: Class 3 contains 49771 members 
Mstep: Class 4 contains 5216 members 
Mstep: Class 5 contains 170957 members 
Mstep: Class 6 contains 16067 members 
Mstep: Class 7 contains 184635 members 
Mstep: Class 8 contains 10394 members 
Mstep: Class 9 contains 75439 members 
Mstep: Class 10 contains 96112 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 9268 members 
Mstep: Class 13 contains 170782 members 
Mstep: Class 14 contains 6097 members 
Mstep: Class 15 contains 5050 members 
Mstep: Class 16 contains 97062 members 
Mstep: Class 17 contains 7849 members 
Mstep: Class 18 contains 30133 members 
Mstep: Class 19 contains 1222 members 
Mstep: Class 20 contains 8385 members 
Mstep: Class 21 contains 7595 members 
Mstep: Class 22 contains 10888 members 
Mstep: Class 23 contains 32828 members 
Mstep: Class 24 contains 14823 members 
Mstep: Class 25 contains 24473 members 
Mstep: Class 26 contains 26678 members 
Mstep: Class 27 contains 20238 members 
Mstep: Class 28 contains 5810 members 
Mstep: Class 29 contains 10162 members 
Mstep: Class 30 contains 4378 members 
Mstep: Class 31 contains 340 members 
Mstep: Class 32 contains 743 members 
Mstep: Class 33 contains 7657 members 
Mstep: Class 34 contains 53895 members 
Mstep: Class 35 contains 14642 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2740 members 
Mstep: Class 38 contains 12067 members 
Mstep: Class 39 contains 1908 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150940496.000000 Penalty: 142442.046875
Iteration 87Q: 42 clusters Score -1.509405e+08 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 6218 members 
Mstep: Class 3 contains 49871 members 
Mstep: Class 4 contains 5190 members 
Mstep: Class 5 contains 170871 members 
Mstep: Class 6 contains 16164 members 
Mstep: Class 7 contains 184487 members 
Mstep: Class 8 contains 10380 members 
Mstep: Class 9 contains 75373 members 
Mstep: Class 10 contains 95865 members 
Mstep: Class 11 contains 4393 members 
Mstep: Class 12 contains 9413 members 
Mstep: Class 13 contains 170731 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 5049 members 
Mstep: Class 16 contains 97055 members 
Mstep: Class 17 contains 7844 members 
Mstep: Class 18 contains 30099 members 
Mstep: Class 19 contains 1222 members 
Mstep: Class 20 contains 8419 members 
Mstep: Class 21 contains 7603 members 
Mstep: Class 22 contains 10955 members 
Mstep: Class 23 contains 32959 members 
Mstep: Class 24 contains 14846 members 
Mstep: Class 25 contains 24477 members 
Mstep: Class 26 contains 26608 members 
Mstep: Class 27 contains 20237 members 
Mstep: Class 28 contains 6035 members 
Mstep: Class 29 contains 10232 members 
Mstep: Class 30 contains 4382 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 743 members 
Mstep: Class 33 contains 7832 members 
Mstep: Class 34 contains 53517 members 
Mstep: Class 35 contains 14601 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2740 members 
Mstep: Class 38 contains 12077 members 
Mstep: Class 39 contains 1939 members 
Mstep: Class 40 contains 824 members 
Mstep: Class 41 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150940960.000000 Penalty: 142442.046875
Iteration 88Q: 42 clusters Score -1.50941e+08 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 6218 members 
Mstep: Class 3 contains 49949 members 
Mstep: Class 4 contains 5174 members 
Mstep: Class 5 contains 170750 members 
Mstep: Class 6 contains 16251 members 
Mstep: Class 7 contains 184352 members 
Mstep: Class 8 contains 10373 members 
Mstep: Class 9 contains 75311 members 
Mstep: Class 10 contains 95644 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 9500 members 
Mstep: Class 13 contains 170714 members 
Mstep: Class 14 contains 6287 members 
Mstep: Class 15 contains 5064 members 
Mstep: Class 16 contains 97049 members 
Mstep: Class 17 contains 7835 members 
Mstep: Class 18 contains 30072 members 
Mstep: Class 19 contains 1222 members 
Mstep: Class 20 contains 8444 members 
Mstep: Class 21 contains 7616 members 
Mstep: Class 22 contains 11018 members 
Mstep: Class 23 contains 33111 members 
Mstep: Class 24 contains 14866 members 
Mstep: Class 25 contains 24482 members 
Mstep: Class 26 contains 26541 members 
Mstep: Class 27 contains 20241 members 
Mstep: Class 28 contains 6264 members 
Mstep: Class 29 contains 10248 members 
Mstep: Class 30 contains 4384 members 
Mstep: Class 31 contains 338 members 
Mstep: Class 32 contains 743 members 
Mstep: Class 33 contains 8008 members 
Mstep: Class 34 contains 53176 members 
Mstep: Class 35 contains 14565 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2740 members 
Mstep: Class 38 contains 12077 members 
Mstep: Class 39 contains 1953 members 
Mstep: Class 40 contains 825 members 
Mstep: Class 41 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941424.000000 Penalty: 142442.046875
Iteration 89Q: 42 clusters Score -1.509414e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6229 members 
Mstep: Class 3 contains 50026 members 
Mstep: Class 4 contains 5155 members 
Mstep: Class 5 contains 170685 members 
Mstep: Class 6 contains 16313 members 
Mstep: Class 7 contains 184201 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 75246 members 
Mstep: Class 10 contains 95383 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 12 contains 9567 members 
Mstep: Class 13 contains 170696 members 
Mstep: Class 14 contains 6383 members 
Mstep: Class 15 contains 5084 members 
Mstep: Class 16 contains 97041 members 
Mstep: Class 17 contains 7831 members 
Mstep: Class 18 contains 30055 members 
Mstep: Class 19 contains 1222 members 
Mstep: Class 20 contains 8479 members 
Mstep: Class 21 contains 7634 members 
Mstep: Class 22 contains 11065 members 
Mstep: Class 23 contains 33242 members 
Mstep: Class 24 contains 14882 members 
Mstep: Class 25 contains 24488 members 
Mstep: Class 26 contains 26483 members 
Mstep: Class 27 contains 20254 members 
Mstep: Class 28 contains 6465 members 
Mstep: Class 29 contains 10257 members 
Mstep: Class 30 contains 4389 members 
Mstep: Class 31 contains 337 members 
Mstep: Class 32 contains 744 members 
Mstep: Class 33 contains 8227 members 
Mstep: Class 34 contains 52849 members 
Mstep: Class 35 contains 14541 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2739 members 
Mstep: Class 38 contains 12089 members 
Mstep: Class 39 contains 1959 members 
Mstep: Class 40 contains 826 members 
Mstep: Class 41 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942128.000000 Penalty: 142442.046875
Iteration 90Q: 42 clusters Score -1.509421e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6230 members 
Mstep: Class 3 contains 50109 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 170583 members 
Mstep: Class 6 contains 16367 members 
Mstep: Class 7 contains 184061 members 
Mstep: Class 8 contains 10360 members 
Mstep: Class 9 contains 75185 members 
Mstep: Class 10 contains 95131 members 
Mstep: Class 11 contains 4332 members 
Mstep: Class 12 contains 9651 members 
Mstep: Class 13 contains 170687 members 
Mstep: Class 14 contains 6468 members 
Mstep: Class 15 contains 5107 members 
Mstep: Class 16 contains 97037 members 
Mstep: Class 17 contains 7826 members 
Mstep: Class 18 contains 30058 members 
Mstep: Class 19 contains 1222 members 
Mstep: Class 20 contains 8508 members 
Mstep: Class 21 contains 7655 members 
Mstep: Class 22 contains 11105 members 
Mstep: Class 23 contains 33365 members 
Mstep: Class 24 contains 14899 members 
Mstep: Class 25 contains 24490 members 
Mstep: Class 26 contains 26433 members 
Mstep: Class 27 contains 20251 members 
Mstep: Class 28 contains 6660 members 
Mstep: Class 29 contains 10298 members 
Mstep: Class 30 contains 4394 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 8421 members 
Mstep: Class 34 contains 52546 members 
Mstep: Class 35 contains 14515 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2739 members 
Mstep: Class 38 contains 12099 members 
Mstep: Class 39 contains 1957 members 
Mstep: Class 40 contains 827 members 
Mstep: Class 41 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942400.000000 Penalty: 142442.046875
Iteration 91Q: 42 clusters Score -1.509424e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 6229 members 
Mstep: Class 3 contains 50187 members 
Mstep: Class 4 contains 5121 members 
Mstep: Class 5 contains 170519 members 
Mstep: Class 6 contains 16435 members 
Mstep: Class 7 contains 183932 members 
Mstep: Class 8 contains 10352 members 
Mstep: Class 9 contains 75138 members 
Mstep: Class 10 contains 94901 members 
Mstep: Class 11 contains 4321 members 
Mstep: Class 12 contains 9715 members 
Mstep: Class 13 contains 170682 members 
Mstep: Class 14 contains 6538 members 
Mstep: Class 15 contains 5128 members 
Mstep: Class 16 contains 97036 members 
Mstep: Class 17 contains 7827 members 
Mstep: Class 18 contains 30061 members 
Mstep: Class 19 contains 1222 members 
Mstep: Class 20 contains 8538 members 
Mstep: Class 21 contains 7676 members 
Mstep: Class 22 contains 11152 members 
Mstep: Class 23 contains 33473 members 
Mstep: Class 24 contains 14911 members 
Mstep: Class 25 contains 24492 members 
Mstep: Class 26 contains 26395 members 
Mstep: Class 27 contains 20249 members 
Mstep: Class 28 contains 6836 members 
Mstep: Class 29 contains 10305 members 
Mstep: Class 30 contains 4393 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 8587 members 
Mstep: Class 34 contains 52242 members 
Mstep: Class 35 contains 14493 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2739 members 
Mstep: Class 38 contains 12110 members 
Mstep: Class 39 contains 1962 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942656.000000 Penalty: 142442.046875
Iteration 92Q: 42 clusters Score -1.509427e+08 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6220 members 
Mstep: Class 3 contains 50249 members 
Mstep: Class 4 contains 5110 members 
Mstep: Class 5 contains 170453 members 
Mstep: Class 6 contains 16482 members 
Mstep: Class 7 contains 183838 members 
Mstep: Class 8 contains 10339 members 
Mstep: Class 9 contains 75091 members 
Mstep: Class 10 contains 94648 members 
Mstep: Class 11 contains 4297 members 
Mstep: Class 12 contains 9767 members 
Mstep: Class 13 contains 170671 members 
Mstep: Class 14 contains 6599 members 
Mstep: Class 15 contains 5141 members 
Mstep: Class 16 contains 97036 members 
Mstep: Class 17 contains 7830 members 
Mstep: Class 18 contains 30083 members 
Mstep: Class 19 contains 1222 members 
Mstep: Class 20 contains 8561 members 
Mstep: Class 21 contains 7679 members 
Mstep: Class 22 contains 11194 members 
Mstep: Class 23 contains 33589 members 
Mstep: Class 24 contains 14918 members 
Mstep: Class 25 contains 24499 members 
Mstep: Class 26 contains 26360 members 
Mstep: Class 27 contains 20256 members 
Mstep: Class 28 contains 6998 members 
Mstep: Class 29 contains 10323 members 
Mstep: Class 30 contains 4393 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 8781 members 
Mstep: Class 34 contains 51955 members 
Mstep: Class 35 contains 14470 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2739 members 
Mstep: Class 38 contains 12123 members 
Mstep: Class 39 contains 1979 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942688.000000 Penalty: 142442.046875
Iteration 93Q: 42 clusters Score -1.509427e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6211 members 
Mstep: Class 3 contains 50313 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 170409 members 
Mstep: Class 6 contains 16521 members 
Mstep: Class 7 contains 183731 members 
Mstep: Class 8 contains 10332 members 
Mstep: Class 9 contains 75053 members 
Mstep: Class 10 contains 94431 members 
Mstep: Class 11 contains 4281 members 
Mstep: Class 12 contains 9814 members 
Mstep: Class 13 contains 170658 members 
Mstep: Class 14 contains 6661 members 
Mstep: Class 15 contains 5167 members 
Mstep: Class 16 contains 97035 members 
Mstep: Class 17 contains 7831 members 
Mstep: Class 18 contains 30106 members 
Mstep: Class 19 contains 1222 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 7688 members 
Mstep: Class 22 contains 11235 members 
Mstep: Class 23 contains 33676 members 
Mstep: Class 24 contains 14932 members 
Mstep: Class 25 contains 24505 members 
Mstep: Class 26 contains 26319 members 
Mstep: Class 27 contains 20259 members 
Mstep: Class 28 contains 7146 members 
Mstep: Class 29 contains 10309 members 
Mstep: Class 30 contains 4394 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 8949 members 
Mstep: Class 34 contains 51713 members 
Mstep: Class 35 contains 14454 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2739 members 
Mstep: Class 38 contains 12128 members 
Mstep: Class 39 contains 1984 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942848.000000 Penalty: 142442.046875
Iteration 94Q: 42 clusters Score -1.509428e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6206 members 
Mstep: Class 3 contains 50378 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 170345 members 
Mstep: Class 6 contains 16541 members 
Mstep: Class 7 contains 183662 members 
Mstep: Class 8 contains 10325 members 
Mstep: Class 9 contains 75005 members 
Mstep: Class 10 contains 94273 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 9841 members 
Mstep: Class 13 contains 170639 members 
Mstep: Class 14 contains 6723 members 
Mstep: Class 15 contains 5191 members 
Mstep: Class 16 contains 97036 members 
Mstep: Class 17 contains 7834 members 
Mstep: Class 18 contains 30149 members 
Mstep: Class 19 contains 1222 members 
Mstep: Class 20 contains 8602 members 
Mstep: Class 21 contains 7693 members 
Mstep: Class 22 contains 11270 members 
Mstep: Class 23 contains 33753 members 
Mstep: Class 24 contains 14940 members 
Mstep: Class 25 contains 24510 members 
Mstep: Class 26 contains 26266 members 
Mstep: Class 27 contains 20271 members 
Mstep: Class 28 contains 7275 members 
Mstep: Class 29 contains 10298 members 
Mstep: Class 30 contains 4397 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 9110 members 
Mstep: Class 34 contains 51483 members 
Mstep: Class 35 contains 14440 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2738 members 
Mstep: Class 38 contains 12129 members 
Mstep: Class 39 contains 1996 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942864.000000 Penalty: 142442.046875
Iteration 95Q: 42 clusters Score -1.509429e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6204 members 
Mstep: Class 3 contains 50418 members 
Mstep: Class 4 contains 5081 members 
Mstep: Class 5 contains 170312 members 
Mstep: Class 6 contains 16563 members 
Mstep: Class 7 contains 183620 members 
Mstep: Class 8 contains 10321 members 
Mstep: Class 9 contains 74963 members 
Mstep: Class 10 contains 94138 members 
Mstep: Class 11 contains 4226 members 
Mstep: Class 12 contains 9857 members 
Mstep: Class 13 contains 170628 members 
Mstep: Class 14 contains 6772 members 
Mstep: Class 15 contains 5211 members 
Mstep: Class 16 contains 97035 members 
Mstep: Class 17 contains 7837 members 
Mstep: Class 18 contains 30162 members 
Mstep: Class 19 contains 1222 members 
Mstep: Class 20 contains 8612 members 
Mstep: Class 21 contains 7710 members 
Mstep: Class 22 contains 11311 members 
Mstep: Class 23 contains 33818 members 
Mstep: Class 24 contains 14942 members 
Mstep: Class 25 contains 24518 members 
Mstep: Class 26 contains 26224 members 
Mstep: Class 27 contains 20273 members 
Mstep: Class 28 contains 7382 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4400 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 9253 members 
Mstep: Class 34 contains 51289 members 
Mstep: Class 35 contains 14422 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2739 members 
Mstep: Class 38 contains 12133 members 
Mstep: Class 39 contains 2010 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942832.000000 Penalty: 142442.046875
Iteration 96Q: 42 clusters Score -1.509428e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6200 members 
Mstep: Class 3 contains 50459 members 
Mstep: Class 4 contains 5071 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 16572 members 
Mstep: Class 7 contains 183571 members 
Mstep: Class 8 contains 10324 members 
Mstep: Class 9 contains 74924 members 
Mstep: Class 10 contains 94023 members 
Mstep: Class 11 contains 4205 members 
Mstep: Class 12 contains 9866 members 
Mstep: Class 13 contains 170621 members 
Mstep: Class 14 contains 6828 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 97033 members 
Mstep: Class 17 contains 7840 members 
Mstep: Class 18 contains 30151 members 
Mstep: Class 19 contains 1222 members 
Mstep: Class 20 contains 8622 members 
Mstep: Class 21 contains 7732 members 
Mstep: Class 22 contains 11347 members 
Mstep: Class 23 contains 33881 members 
Mstep: Class 24 contains 14947 members 
Mstep: Class 25 contains 24521 members 
Mstep: Class 26 contains 26192 members 
Mstep: Class 27 contains 20274 members 
Mstep: Class 28 contains 7481 members 
Mstep: Class 29 contains 10304 members 
Mstep: Class 30 contains 4400 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 9386 members 
Mstep: Class 34 contains 51113 members 
Mstep: Class 35 contains 14408 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2738 members 
Mstep: Class 38 contains 12135 members 
Mstep: Class 39 contains 2015 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150943152.000000 Penalty: 142442.046875
Iteration 97Q: 42 clusters Score -1.509432e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 50490 members 
Mstep: Class 4 contains 5058 members 
Mstep: Class 5 contains 170209 members 
Mstep: Class 6 contains 16583 members 
Mstep: Class 7 contains 183537 members 
Mstep: Class 8 contains 10319 members 
Mstep: Class 9 contains 74892 members 
Mstep: Class 10 contains 93938 members 
Mstep: Class 11 contains 4180 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 170614 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 15 contains 5274 members 
Mstep: Class 16 contains 97032 members 
Mstep: Class 17 contains 7840 members 
Mstep: Class 18 contains 30153 members 
Mstep: Class 19 contains 1222 members 
Mstep: Class 20 contains 8629 members 
Mstep: Class 21 contains 7743 members 
Mstep: Class 22 contains 11395 members 
Mstep: Class 23 contains 33939 members 
Mstep: Class 24 contains 14949 members 
Mstep: Class 25 contains 24526 members 
Mstep: Class 26 contains 26160 members 
Mstep: Class 27 contains 20269 members 
Mstep: Class 28 contains 7556 members 
Mstep: Class 29 contains 10317 members 
Mstep: Class 30 contains 4400 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 9488 members 
Mstep: Class 34 contains 50950 members 
Mstep: Class 35 contains 14403 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2738 members 
Mstep: Class 38 contains 12141 members 
Mstep: Class 39 contains 2018 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150943024.000000 Penalty: 142442.046875
Iteration 98Q: 42 clusters Score -1.50943e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6207 members 
Mstep: Class 3 contains 50526 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 170143 members 
Mstep: Class 6 contains 16595 members 
Mstep: Class 7 contains 183512 members 
Mstep: Class 8 contains 10317 members 
Mstep: Class 9 contains 74865 members 
Mstep: Class 10 contains 93853 members 
Mstep: Class 11 contains 4159 members 
Mstep: Class 12 contains 9900 members 
Mstep: Class 13 contains 170599 members 
Mstep: Class 14 contains 6929 members 
Mstep: Class 15 contains 5301 members 
Mstep: Class 16 contains 97030 members 
Mstep: Class 17 contains 7841 members 
Mstep: Class 18 contains 30151 members 
Mstep: Class 19 contains 1222 members 
Mstep: Class 20 contains 8637 members 
Mstep: Class 21 contains 7749 members 
Mstep: Class 22 contains 11438 members 
Mstep: Class 23 contains 33996 members 
Mstep: Class 24 contains 14954 members 
Mstep: Class 25 contains 24525 members 
Mstep: Class 26 contains 26138 members 
Mstep: Class 27 contains 20267 members 
Mstep: Class 28 contains 7614 members 
Mstep: Class 29 contains 10338 members 
Mstep: Class 30 contains 4400 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 9557 members 
Mstep: Class 34 contains 50815 members 
Mstep: Class 35 contains 14392 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2738 members 
Mstep: Class 38 contains 12145 members 
Mstep: Class 39 contains 2020 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150943040.000000 Penalty: 142442.046875
Iteration 99Q: 42 clusters Score -1.50943e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 6198 members 
Mstep: Class 3 contains 50559 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 170100 members 
Mstep: Class 6 contains 16611 members 
Mstep: Class 7 contains 183479 members 
Mstep: Class 8 contains 10319 members 
Mstep: Class 9 contains 74846 members 
Mstep: Class 10 contains 93739 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 12 contains 9931 members 
Mstep: Class 13 contains 170592 members 
Mstep: Class 14 contains 6978 members 
Mstep: Class 15 contains 5318 members 
Mstep: Class 16 contains 97027 members 
Mstep: Class 17 contains 7844 members 
Mstep: Class 18 contains 30149 members 
Mstep: Class 19 contains 1222 members 
Mstep: Class 20 contains 8641 members 
Mstep: Class 21 contains 7763 members 
Mstep: Class 22 contains 11470 members 
Mstep: Class 23 contains 34046 members 
Mstep: Class 24 contains 14957 members 
Mstep: Class 25 contains 24520 members 
Mstep: Class 26 contains 26108 members 
Mstep: Class 27 contains 20275 members 
Mstep: Class 28 contains 7673 members 
Mstep: Class 29 contains 10366 members 
Mstep: Class 30 contains 4399 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 9613 members 
Mstep: Class 34 contains 50700 members 
Mstep: Class 35 contains 14385 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2738 members 
Mstep: Class 38 contains 12151 members 
Mstep: Class 39 contains 2025 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150943920.000000 Penalty: 142442.046875
Iteration 100F: 42 clusters Score -1.509439e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 50583 members 
Mstep: Class 4 contains 5024 members 
Mstep: Class 5 contains 170049 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 183460 members 
Mstep: Class 8 contains 10308 members 
Mstep: Class 9 contains 74822 members 
Mstep: Class 10 contains 93556 members 
Mstep: Class 11 contains 4131 members 
Mstep: Class 12 contains 9951 members 
Mstep: Class 13 contains 170569 members 
Mstep: Class 14 contains 7053 members 
Mstep: Class 15 contains 5345 members 
Mstep: Class 16 contains 97026 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 18 contains 30135 members 
Mstep: Class 19 contains 1220 members 
Mstep: Class 20 contains 8647 members 
Mstep: Class 21 contains 7780 members 
Mstep: Class 22 contains 11496 members 
Mstep: Class 23 contains 34105 members 
Mstep: Class 24 contains 14961 members 
Mstep: Class 25 contains 24520 members 
Mstep: Class 26 contains 26072 members 
Mstep: Class 27 contains 20274 members 
Mstep: Class 28 contains 7741 members 
Mstep: Class 29 contains 10316 members 
Mstep: Class 30 contains 4398 members 
Mstep: Class 31 contains 345 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 9828 members 
Mstep: Class 34 contains 50598 members 
Mstep: Class 35 contains 14376 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2738 members 
Mstep: Class 38 contains 12157 members 
Mstep: Class 39 contains 2031 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150944448.000000 Penalty: 142442.046875
Iteration 101Q: 42 clusters Score -1.509444e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 6200 members 
Mstep: Class 3 contains 50608 members 
Mstep: Class 4 contains 5018 members 
Mstep: Class 5 contains 170009 members 
Mstep: Class 6 contains 16632 members 
Mstep: Class 7 contains 183420 members 
Mstep: Class 8 contains 10297 members 
Mstep: Class 9 contains 74788 members 
Mstep: Class 10 contains 93359 members 
Mstep: Class 11 contains 4116 members 
Mstep: Class 12 contains 9969 members 
Mstep: Class 13 contains 170540 members 
Mstep: Class 14 contains 7160 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 97028 members 
Mstep: Class 17 contains 7836 members 
Mstep: Class 18 contains 30093 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 8652 members 
Mstep: Class 21 contains 7797 members 
Mstep: Class 22 contains 11519 members 
Mstep: Class 23 contains 34173 members 
Mstep: Class 24 contains 14968 members 
Mstep: Class 25 contains 24526 members 
Mstep: Class 26 contains 26041 members 
Mstep: Class 27 contains 20277 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 10292 members 
Mstep: Class 30 contains 4398 members 
Mstep: Class 31 contains 345 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 10031 members 
Mstep: Class 34 contains 50487 members 
Mstep: Class 35 contains 14367 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2738 members 
Mstep: Class 38 contains 12163 members 
Mstep: Class 39 contains 2036 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150944656.000000 Penalty: 142442.046875
Iteration 102Q: 42 clusters Score -1.509447e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6196 members 
Mstep: Class 3 contains 50638 members 
Mstep: Class 4 contains 5010 members 
Mstep: Class 5 contains 169944 members 
Mstep: Class 6 contains 16646 members 
Mstep: Class 7 contains 183384 members 
Mstep: Class 8 contains 10292 members 
Mstep: Class 9 contains 74757 members 
Mstep: Class 10 contains 93160 members 
Mstep: Class 11 contains 4096 members 
Mstep: Class 12 contains 9997 members 
Mstep: Class 13 contains 170531 members 
Mstep: Class 14 contains 7263 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 97029 members 
Mstep: Class 17 contains 7825 members 
Mstep: Class 18 contains 30057 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 7808 members 
Mstep: Class 22 contains 11545 members 
Mstep: Class 23 contains 34229 members 
Mstep: Class 24 contains 14979 members 
Mstep: Class 25 contains 24531 members 
Mstep: Class 26 contains 26015 members 
Mstep: Class 27 contains 20275 members 
Mstep: Class 28 contains 7890 members 
Mstep: Class 29 contains 10267 members 
Mstep: Class 30 contains 4398 members 
Mstep: Class 31 contains 343 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 10237 members 
Mstep: Class 34 contains 50369 members 
Mstep: Class 35 contains 14355 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12168 members 
Mstep: Class 39 contains 2045 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150944704.000000 Penalty: 142442.046875
Iteration 103Q: 42 clusters Score -1.509447e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6196 members 
Mstep: Class 3 contains 50677 members 
Mstep: Class 4 contains 4999 members 
Mstep: Class 5 contains 169880 members 
Mstep: Class 6 contains 16664 members 
Mstep: Class 7 contains 183354 members 
Mstep: Class 8 contains 10285 members 
Mstep: Class 9 contains 74729 members 
Mstep: Class 10 contains 92940 members 
Mstep: Class 11 contains 4083 members 
Mstep: Class 12 contains 10012 members 
Mstep: Class 13 contains 170526 members 
Mstep: Class 14 contains 7363 members 
Mstep: Class 15 contains 5394 members 
Mstep: Class 16 contains 97023 members 
Mstep: Class 17 contains 7830 members 
Mstep: Class 18 contains 30029 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 8660 members 
Mstep: Class 21 contains 7811 members 
Mstep: Class 22 contains 11581 members 
Mstep: Class 23 contains 34296 members 
Mstep: Class 24 contains 14986 members 
Mstep: Class 25 contains 24541 members 
Mstep: Class 26 contains 25987 members 
Mstep: Class 27 contains 20280 members 
Mstep: Class 28 contains 7954 members 
Mstep: Class 29 contains 10243 members 
Mstep: Class 30 contains 4401 members 
Mstep: Class 31 contains 342 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 10416 members 
Mstep: Class 34 contains 50256 members 
Mstep: Class 35 contains 14346 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12176 members 
Mstep: Class 39 contains 2054 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150944752.000000 Penalty: 142442.046875
Iteration 104Q: 42 clusters Score -1.509448e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6195 members 
Mstep: Class 3 contains 50711 members 
Mstep: Class 4 contains 4986 members 
Mstep: Class 5 contains 169830 members 
Mstep: Class 6 contains 16669 members 
Mstep: Class 7 contains 183338 members 
Mstep: Class 8 contains 10272 members 
Mstep: Class 9 contains 74696 members 
Mstep: Class 10 contains 92744 members 
Mstep: Class 11 contains 4080 members 
Mstep: Class 12 contains 10019 members 
Mstep: Class 13 contains 170540 members 
Mstep: Class 14 contains 7467 members 
Mstep: Class 15 contains 5415 members 
Mstep: Class 16 contains 97017 members 
Mstep: Class 17 contains 7830 members 
Mstep: Class 18 contains 29975 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 8667 members 
Mstep: Class 21 contains 7821 members 
Mstep: Class 22 contains 11619 members 
Mstep: Class 23 contains 34358 members 
Mstep: Class 24 contains 14989 members 
Mstep: Class 25 contains 24548 members 
Mstep: Class 26 contains 25957 members 
Mstep: Class 27 contains 20282 members 
Mstep: Class 28 contains 8007 members 
Mstep: Class 29 contains 10223 members 
Mstep: Class 30 contains 4404 members 
Mstep: Class 31 contains 342 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 10566 members 
Mstep: Class 34 contains 50156 members 
Mstep: Class 35 contains 14342 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12182 members 
Mstep: Class 39 contains 2064 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150945072.000000 Penalty: 142442.046875
Iteration 105Q: 42 clusters Score -1.509451e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6187 members 
Mstep: Class 3 contains 50742 members 
Mstep: Class 4 contains 4968 members 
Mstep: Class 5 contains 169781 members 
Mstep: Class 6 contains 16688 members 
Mstep: Class 7 contains 183306 members 
Mstep: Class 8 contains 10254 members 
Mstep: Class 9 contains 74668 members 
Mstep: Class 10 contains 92573 members 
Mstep: Class 11 contains 4066 members 
Mstep: Class 12 contains 10028 members 
Mstep: Class 13 contains 170560 members 
Mstep: Class 14 contains 7560 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 97011 members 
Mstep: Class 17 contains 7831 members 
Mstep: Class 18 contains 29923 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 8671 members 
Mstep: Class 21 contains 7827 members 
Mstep: Class 22 contains 11649 members 
Mstep: Class 23 contains 34413 members 
Mstep: Class 24 contains 14994 members 
Mstep: Class 25 contains 24561 members 
Mstep: Class 26 contains 25940 members 
Mstep: Class 27 contains 20280 members 
Mstep: Class 28 contains 8061 members 
Mstep: Class 29 contains 10232 members 
Mstep: Class 30 contains 4405 members 
Mstep: Class 31 contains 342 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 10694 members 
Mstep: Class 34 contains 50062 members 
Mstep: Class 35 contains 14340 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12184 members 
Mstep: Class 39 contains 2070 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150945456.000000 Penalty: 142442.046875
Iteration 106Q: 42 clusters Score -1.509455e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6185 members 
Mstep: Class 3 contains 50768 members 
Mstep: Class 4 contains 4949 members 
Mstep: Class 5 contains 169710 members 
Mstep: Class 6 contains 16709 members 
Mstep: Class 7 contains 183280 members 
Mstep: Class 8 contains 10250 members 
Mstep: Class 9 contains 74646 members 
Mstep: Class 10 contains 92404 members 
Mstep: Class 11 contains 4054 members 
Mstep: Class 12 contains 10035 members 
Mstep: Class 13 contains 170558 members 
Mstep: Class 14 contains 7643 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 97004 members 
Mstep: Class 17 contains 7830 members 
Mstep: Class 18 contains 29896 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 8674 members 
Mstep: Class 21 contains 7840 members 
Mstep: Class 22 contains 11679 members 
Mstep: Class 23 contains 34468 members 
Mstep: Class 24 contains 14997 members 
Mstep: Class 25 contains 24573 members 
Mstep: Class 26 contains 25926 members 
Mstep: Class 27 contains 20282 members 
Mstep: Class 28 contains 8089 members 
Mstep: Class 29 contains 10241 members 
Mstep: Class 30 contains 4405 members 
Mstep: Class 31 contains 342 members 
Mstep: Class 32 contains 747 members 
Mstep: Class 33 contains 10813 members 
Mstep: Class 34 contains 49990 members 
Mstep: Class 35 contains 14340 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12192 members 
Mstep: Class 39 contains 2074 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150945520.000000 Penalty: 142442.046875
Iteration 107Q: 42 clusters Score -1.509455e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 50794 members 
Mstep: Class 4 contains 4934 members 
Mstep: Class 5 contains 169640 members 
Mstep: Class 6 contains 16711 members 
Mstep: Class 7 contains 183265 members 
Mstep: Class 8 contains 10238 members 
Mstep: Class 9 contains 74635 members 
Mstep: Class 10 contains 92236 members 
Mstep: Class 11 contains 4039 members 
Mstep: Class 12 contains 10049 members 
Mstep: Class 13 contains 170572 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 5471 members 
Mstep: Class 16 contains 96996 members 
Mstep: Class 17 contains 7834 members 
Mstep: Class 18 contains 29882 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 7848 members 
Mstep: Class 22 contains 11710 members 
Mstep: Class 23 contains 34530 members 
Mstep: Class 24 contains 14999 members 
Mstep: Class 25 contains 24584 members 
Mstep: Class 26 contains 25909 members 
Mstep: Class 27 contains 20288 members 
Mstep: Class 28 contains 8114 members 
Mstep: Class 29 contains 10247 members 
Mstep: Class 30 contains 4404 members 
Mstep: Class 31 contains 342 members 
Mstep: Class 32 contains 749 members 
Mstep: Class 33 contains 10922 members 
Mstep: Class 34 contains 49922 members 
Mstep: Class 35 contains 14339 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12202 members 
Mstep: Class 39 contains 2072 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150945888.000000 Penalty: 142442.046875
Iteration 108Q: 42 clusters Score -1.509459e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 50818 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 169554 members 
Mstep: Class 6 contains 16735 members 
Mstep: Class 7 contains 183249 members 
Mstep: Class 8 contains 10229 members 
Mstep: Class 9 contains 74625 members 
Mstep: Class 10 contains 92084 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 10062 members 
Mstep: Class 13 contains 170575 members 
Mstep: Class 14 contains 7787 members 
Mstep: Class 15 contains 5492 members 
Mstep: Class 16 contains 96987 members 
Mstep: Class 17 contains 7835 members 
Mstep: Class 18 contains 29858 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 8681 members 
Mstep: Class 21 contains 7861 members 
Mstep: Class 22 contains 11738 members 
Mstep: Class 23 contains 34584 members 
Mstep: Class 24 contains 15001 members 
Mstep: Class 25 contains 24597 members 
Mstep: Class 26 contains 25898 members 
Mstep: Class 27 contains 20287 members 
Mstep: Class 28 contains 8149 members 
Mstep: Class 29 contains 10252 members 
Mstep: Class 30 contains 4405 members 
Mstep: Class 31 contains 342 members 
Mstep: Class 32 contains 749 members 
Mstep: Class 33 contains 11020 members 
Mstep: Class 34 contains 49858 members 
Mstep: Class 35 contains 14337 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12209 members 
Mstep: Class 39 contains 2071 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150945856.000000 Penalty: 142442.046875
Iteration 109Q: 42 clusters Score -1.509459e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 6171 members 
Mstep: Class 3 contains 50849 members 
Mstep: Class 4 contains 4903 members 
Mstep: Class 5 contains 169484 members 
Mstep: Class 6 contains 16751 members 
Mstep: Class 7 contains 183230 members 
Mstep: Class 8 contains 10222 members 
Mstep: Class 9 contains 74614 members 
Mstep: Class 10 contains 91947 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 170572 members 
Mstep: Class 14 contains 7863 members 
Mstep: Class 15 contains 5512 members 
Mstep: Class 16 contains 96978 members 
Mstep: Class 17 contains 7838 members 
Mstep: Class 18 contains 29832 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 8684 members 
Mstep: Class 21 contains 7873 members 
Mstep: Class 22 contains 11771 members 
Mstep: Class 23 contains 34656 members 
Mstep: Class 24 contains 15001 members 
Mstep: Class 25 contains 24608 members 
Mstep: Class 26 contains 25891 members 
Mstep: Class 27 contains 20288 members 
Mstep: Class 28 contains 8178 members 
Mstep: Class 29 contains 10253 members 
Mstep: Class 30 contains 4405 members 
Mstep: Class 31 contains 342 members 
Mstep: Class 32 contains 749 members 
Mstep: Class 33 contains 11094 members 
Mstep: Class 34 contains 49780 members 
Mstep: Class 35 contains 14328 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12215 members 
Mstep: Class 39 contains 2073 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946336.000000 Penalty: 142442.046875
Iteration 110Q: 42 clusters Score -1.509463e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6172 members 
Mstep: Class 3 contains 50879 members 
Mstep: Class 4 contains 4887 members 
Mstep: Class 5 contains 169400 members 
Mstep: Class 6 contains 16764 members 
Mstep: Class 7 contains 183198 members 
Mstep: Class 8 contains 10211 members 
Mstep: Class 9 contains 74596 members 
Mstep: Class 10 contains 91872 members 
Mstep: Class 11 contains 4024 members 
Mstep: Class 12 contains 10075 members 
Mstep: Class 13 contains 170573 members 
Mstep: Class 14 contains 7932 members 
Mstep: Class 15 contains 5524 members 
Mstep: Class 16 contains 96970 members 
Mstep: Class 17 contains 7843 members 
Mstep: Class 18 contains 29825 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 8689 members 
Mstep: Class 21 contains 7876 members 
Mstep: Class 22 contains 11808 members 
Mstep: Class 23 contains 34714 members 
Mstep: Class 24 contains 15000 members 
Mstep: Class 25 contains 24620 members 
Mstep: Class 26 contains 25880 members 
Mstep: Class 27 contains 20292 members 
Mstep: Class 28 contains 8200 members 
Mstep: Class 29 contains 10250 members 
Mstep: Class 30 contains 4406 members 
Mstep: Class 31 contains 342 members 
Mstep: Class 32 contains 749 members 
Mstep: Class 33 contains 11161 members 
Mstep: Class 34 contains 49704 members 
Mstep: Class 35 contains 14322 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 12224 members 
Mstep: Class 39 contains 2075 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946688.000000 Penalty: 142442.046875
Iteration 111Q: 42 clusters Score -1.509467e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6171 members 
Mstep: Class 3 contains 50902 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 169347 members 
Mstep: Class 6 contains 16769 members 
Mstep: Class 7 contains 183176 members 
Mstep: Class 8 contains 10209 members 
Mstep: Class 9 contains 74580 members 
Mstep: Class 10 contains 91775 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10082 members 
Mstep: Class 13 contains 170582 members 
Mstep: Class 14 contains 8007 members 
Mstep: Class 15 contains 5544 members 
Mstep: Class 16 contains 96961 members 
Mstep: Class 17 contains 7845 members 
Mstep: Class 18 contains 29801 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 8693 members 
Mstep: Class 21 contains 7877 members 
Mstep: Class 22 contains 11842 members 
Mstep: Class 23 contains 34759 members 
Mstep: Class 24 contains 15000 members 
Mstep: Class 25 contains 24633 members 
Mstep: Class 26 contains 25868 members 
Mstep: Class 27 contains 20296 members 
Mstep: Class 28 contains 8217 members 
Mstep: Class 29 contains 10235 members 
Mstep: Class 30 contains 4404 members 
Mstep: Class 31 contains 342 members 
Mstep: Class 32 contains 749 members 
Mstep: Class 33 contains 11232 members 
Mstep: Class 34 contains 49638 members 
Mstep: Class 35 contains 14323 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 12236 members 
Mstep: Class 39 contains 2076 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946928.000000 Penalty: 142442.046875
Iteration 112Q: 42 clusters Score -1.509469e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6170 members 
Mstep: Class 3 contains 50921 members 
Mstep: Class 4 contains 4859 members 
Mstep: Class 5 contains 169290 members 
Mstep: Class 6 contains 16774 members 
Mstep: Class 7 contains 183154 members 
Mstep: Class 8 contains 10201 members 
Mstep: Class 9 contains 74567 members 
Mstep: Class 10 contains 91669 members 
Mstep: Class 11 contains 4020 members 
Mstep: Class 12 contains 10088 members 
Mstep: Class 13 contains 170581 members 
Mstep: Class 14 contains 8095 members 
Mstep: Class 15 contains 5555 members 
Mstep: Class 16 contains 96954 members 
Mstep: Class 17 contains 7848 members 
Mstep: Class 18 contains 29745 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 8700 members 
Mstep: Class 21 contains 7883 members 
Mstep: Class 22 contains 11876 members 
Mstep: Class 23 contains 34815 members 
Mstep: Class 24 contains 15003 members 
Mstep: Class 25 contains 24644 members 
Mstep: Class 26 contains 25858 members 
Mstep: Class 27 contains 20296 members 
Mstep: Class 28 contains 8236 members 
Mstep: Class 29 contains 10244 members 
Mstep: Class 30 contains 4405 members 
Mstep: Class 31 contains 341 members 
Mstep: Class 32 contains 749 members 
Mstep: Class 33 contains 11300 members 
Mstep: Class 34 contains 49578 members 
Mstep: Class 35 contains 14322 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 12244 members 
Mstep: Class 39 contains 2074 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946992.000000 Penalty: 142442.046875
Iteration 113Q: 42 clusters Score -1.50947e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6166 members 
Mstep: Class 3 contains 50940 members 
Mstep: Class 4 contains 4850 members 
Mstep: Class 5 contains 169221 members 
Mstep: Class 6 contains 16777 members 
Mstep: Class 7 contains 183134 members 
Mstep: Class 8 contains 10197 members 
Mstep: Class 9 contains 74554 members 
Mstep: Class 10 contains 91576 members 
Mstep: Class 11 contains 4011 members 
Mstep: Class 12 contains 10102 members 
Mstep: Class 13 contains 170579 members 
Mstep: Class 14 contains 8216 members 
Mstep: Class 15 contains 5564 members 
Mstep: Class 16 contains 96949 members 
Mstep: Class 17 contains 7849 members 
Mstep: Class 18 contains 29691 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 8708 members 
Mstep: Class 21 contains 7887 members 
Mstep: Class 22 contains 11912 members 
Mstep: Class 23 contains 34870 members 
Mstep: Class 24 contains 15004 members 
Mstep: Class 25 contains 24655 members 
Mstep: Class 26 contains 25846 members 
Mstep: Class 27 contains 20291 members 
Mstep: Class 28 contains 8252 members 
Mstep: Class 29 contains 10240 members 
Mstep: Class 30 contains 4406 members 
Mstep: Class 31 contains 341 members 
Mstep: Class 32 contains 749 members 
Mstep: Class 33 contains 11345 members 
Mstep: Class 34 contains 49526 members 
Mstep: Class 35 contains 14326 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 12246 members 
Mstep: Class 39 contains 2077 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946880.000000 Penalty: 142442.046875
Iteration 114Q: 42 clusters Score -1.509469e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 50958 members 
Mstep: Class 4 contains 4845 members 
Mstep: Class 5 contains 169147 members 
Mstep: Class 6 contains 16782 members 
Mstep: Class 7 contains 183120 members 
Mstep: Class 8 contains 10184 members 
Mstep: Class 9 contains 74547 members 
Mstep: Class 10 contains 91497 members 
Mstep: Class 11 contains 4012 members 
Mstep: Class 12 contains 10108 members 
Mstep: Class 13 contains 170577 members 
Mstep: Class 14 contains 8342 members 
Mstep: Class 15 contains 5567 members 
Mstep: Class 16 contains 96944 members 
Mstep: Class 17 contains 7847 members 
Mstep: Class 18 contains 29637 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 8719 members 
Mstep: Class 21 contains 7886 members 
Mstep: Class 22 contains 11944 members 
Mstep: Class 23 contains 34908 members 
Mstep: Class 24 contains 15007 members 
Mstep: Class 25 contains 24666 members 
Mstep: Class 26 contains 25830 members 
Mstep: Class 27 contains 20290 members 
Mstep: Class 28 contains 8265 members 
Mstep: Class 29 contains 10250 members 
Mstep: Class 30 contains 4407 members 
Mstep: Class 31 contains 341 members 
Mstep: Class 32 contains 749 members 
Mstep: Class 33 contains 11379 members 
Mstep: Class 34 contains 49479 members 
Mstep: Class 35 contains 14328 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 12250 members 
Mstep: Class 39 contains 2077 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947136.000000 Penalty: 142442.046875
Iteration 115Q: 42 clusters Score -1.509471e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 50976 members 
Mstep: Class 4 contains 4843 members 
Mstep: Class 5 contains 169077 members 
Mstep: Class 6 contains 16785 members 
Mstep: Class 7 contains 183109 members 
Mstep: Class 8 contains 10174 members 
Mstep: Class 9 contains 74534 members 
Mstep: Class 10 contains 91436 members 
Mstep: Class 11 contains 4008 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 170571 members 
Mstep: Class 14 contains 8455 members 
Mstep: Class 15 contains 5570 members 
Mstep: Class 16 contains 96940 members 
Mstep: Class 17 contains 7846 members 
Mstep: Class 18 contains 29570 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 8727 members 
Mstep: Class 21 contains 7891 members 
Mstep: Class 22 contains 11963 members 
Mstep: Class 23 contains 34936 members 
Mstep: Class 24 contains 15008 members 
Mstep: Class 25 contains 24679 members 
Mstep: Class 26 contains 25815 members 
Mstep: Class 27 contains 20290 members 
Mstep: Class 28 contains 8282 members 
Mstep: Class 29 contains 10264 members 
Mstep: Class 30 contains 4407 members 
Mstep: Class 31 contains 341 members 
Mstep: Class 32 contains 749 members 
Mstep: Class 33 contains 11428 members 
Mstep: Class 34 contains 49439 members 
Mstep: Class 35 contains 14329 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 12256 members 
Mstep: Class 39 contains 2079 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947136.000000 Penalty: 142442.046875
Iteration 116Q: 42 clusters Score -1.509471e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6161 members 
Mstep: Class 3 contains 51003 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 169010 members 
Mstep: Class 6 contains 16794 members 
Mstep: Class 7 contains 183096 members 
Mstep: Class 8 contains 10169 members 
Mstep: Class 9 contains 74529 members 
Mstep: Class 10 contains 91391 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 10111 members 
Mstep: Class 13 contains 170567 members 
Mstep: Class 14 contains 8562 members 
Mstep: Class 15 contains 5560 members 
Mstep: Class 16 contains 96937 members 
Mstep: Class 17 contains 7843 members 
Mstep: Class 18 contains 29507 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 8736 members 
Mstep: Class 21 contains 7898 members 
Mstep: Class 22 contains 11984 members 
Mstep: Class 23 contains 34964 members 
Mstep: Class 24 contains 15010 members 
Mstep: Class 25 contains 24686 members 
Mstep: Class 26 contains 25795 members 
Mstep: Class 27 contains 20287 members 
Mstep: Class 28 contains 8301 members 
Mstep: Class 29 contains 10275 members 
Mstep: Class 30 contains 4407 members 
Mstep: Class 31 contains 341 members 
Mstep: Class 32 contains 749 members 
Mstep: Class 33 contains 11471 members 
Mstep: Class 34 contains 49386 members 
Mstep: Class 35 contains 14332 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 12257 members 
Mstep: Class 39 contains 2081 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947136.000000 Penalty: 142442.046875
Iteration 117Q: 42 clusters Score -1.509471e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6161 members 
Mstep: Class 3 contains 51029 members 
Mstep: Class 4 contains 4839 members 
Mstep: Class 5 contains 168948 members 
Mstep: Class 6 contains 16798 members 
Mstep: Class 7 contains 183079 members 
Mstep: Class 8 contains 10164 members 
Mstep: Class 9 contains 74524 members 
Mstep: Class 10 contains 91348 members 
Mstep: Class 11 contains 4018 members 
Mstep: Class 12 contains 10111 members 
Mstep: Class 13 contains 170559 members 
Mstep: Class 14 contains 8684 members 
Mstep: Class 15 contains 5559 members 
Mstep: Class 16 contains 96937 members 
Mstep: Class 17 contains 7840 members 
Mstep: Class 18 contains 29450 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 8742 members 
Mstep: Class 21 contains 7900 members 
Mstep: Class 22 contains 12002 members 
Mstep: Class 23 contains 34983 members 
Mstep: Class 24 contains 15012 members 
Mstep: Class 25 contains 24690 members 
Mstep: Class 26 contains 25787 members 
Mstep: Class 27 contains 20286 members 
Mstep: Class 28 contains 8313 members 
Mstep: Class 29 contains 10282 members 
Mstep: Class 30 contains 4405 members 
Mstep: Class 31 contains 341 members 
Mstep: Class 32 contains 748 members 
Mstep: Class 33 contains 11500 members 
Mstep: Class 34 contains 49349 members 
Mstep: Class 35 contains 14336 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 12258 members 
Mstep: Class 39 contains 2082 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947472.000000 Penalty: 142442.046875
Iteration 118Q: 42 clusters Score -1.509475e+08 nChanged 628
Entering ConstructFrom: 
Score: -150947472.000000 Penalty: 142442.046875
Entering ConstructFrom: 
Trying to split cluster 1 (4053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Entering Unmasked Estep 
Score: -470330.281250 Penalty: 2060.188721
	Iteration 0F: 2 clusters Score -470330.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -466445.875000 Penalty: 4120.377441
	Iteration 0F: 3 clusters Score -466445.9 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -467400.937500 Penalty: 4120.377441
	Iteration 1F: 3 clusters Score -467400.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -467670.718750 Penalty: 4120.377441
	Iteration 2F: 3 clusters Score -467670.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -467875.562500 Penalty: 4120.377441
	Iteration 3F: 3 clusters Score -467875.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -468011.218750 Penalty: 4120.377441
	Iteration 4Q: 3 clusters Score -468011.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -468097.375000 Penalty: 4120.377441
	Iteration 5Q: 3 clusters Score -468097.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -468163.031250 Penalty: 4120.377441
	Iteration 6Q: 3 clusters Score -468163 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -468229.937500 Penalty: 4120.377441
	Iteration 7Q: 3 clusters Score -468229.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -468300.656250 Penalty: 4120.377441
	Iteration 8Q: 3 clusters Score -468300.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -468399.906250 Penalty: 4120.377441
	Iteration 9Q: 3 clusters Score -468399.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -468493.656250 Penalty: 4120.377441
	Iteration 10Q: 3 clusters Score -468493.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -468577.718750 Penalty: 4120.377441
	Iteration 11Q: 3 clusters Score -468577.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -468644.625000 Penalty: 4120.377441
	Iteration 12Q: 3 clusters Score -468644.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -468684.843750 Penalty: 4120.377441
	Iteration 13Q: 3 clusters Score -468684.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -468716.625000 Penalty: 4120.377441
	Iteration 14Q: 3 clusters Score -468716.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -468741.593750 Penalty: 4120.377441
	Iteration 15Q: 3 clusters Score -468741.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -468762.187500 Penalty: 4120.377441
	Iteration 16Q: 3 clusters Score -468762.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -468777.656250 Penalty: 4120.377441
	Iteration 17Q: 3 clusters Score -468777.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -468790.187500 Penalty: 4120.377441
	Iteration 18Q: 3 clusters Score -468790.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -468803.187500 Penalty: 4120.377441
	Iteration 19Q: 3 clusters Score -468803.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -468821.312500 Penalty: 4120.377441
	Iteration 20F: 3 clusters Score -468821.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -468844.468750 Penalty: 4120.377441
	Iteration 21Q: 3 clusters Score -468844.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -468861.750000 Penalty: 4120.377441
	Iteration 22Q: 3 clusters Score -468861.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -468888.937500 Penalty: 4120.377441
	Iteration 23Q: 3 clusters Score -468888.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -468912.750000 Penalty: 4120.377441
	Iteration 24Q: 3 clusters Score -468912.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -468933.000000 Penalty: 4120.377441
	Iteration 25Q: 3 clusters Score -468933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -468955.593750 Penalty: 4120.377441
	Iteration 26Q: 3 clusters Score -468955.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -468980.125000 Penalty: 4120.377441
	Iteration 27Q: 3 clusters Score -468980.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -469019.843750 Penalty: 4120.377441
	Iteration 28Q: 3 clusters Score -469019.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -469061.187500 Penalty: 4120.377441
	Iteration 29Q: 3 clusters Score -469061.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -469118.906250 Penalty: 4120.377441
	Iteration 30Q: 3 clusters Score -469118.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -469160.593750 Penalty: 4120.377441
	Iteration 31Q: 3 clusters Score -469160.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -469187.781250 Penalty: 4120.377441
	Iteration 32Q: 3 clusters Score -469187.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -469201.687500 Penalty: 4120.377441
	Iteration 33Q: 3 clusters Score -469201.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -469214.437500 Penalty: 4120.377441
	Iteration 34Q: 3 clusters Score -469214.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -469231.843750 Penalty: 4120.377441
	Iteration 35Q: 3 clusters Score -469231.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -469247.062500 Penalty: 4120.377441
	Iteration 36Q: 3 clusters Score -469247.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -469260.718750 Penalty: 4120.377441
	Iteration 37Q: 3 clusters Score -469260.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -469269.968750 Penalty: 4120.377441
	Iteration 38Q: 3 clusters Score -469270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -469279.093750 Penalty: 4120.377441
	Iteration 39Q: 3 clusters Score -469279.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -469289.093750 Penalty: 4120.377441
	Iteration 40F: 3 clusters Score -469289.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -469299.968750 Penalty: 4120.377441
	Iteration 41Q: 3 clusters Score -469300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -469310.437500 Penalty: 4120.377441
	Iteration 42Q: 3 clusters Score -469310.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -469318.656250 Penalty: 4120.377441
	Iteration 43Q: 3 clusters Score -469318.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -469325.937500 Penalty: 4120.377441
	Iteration 44Q: 3 clusters Score -469325.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -469334.906250 Penalty: 4120.377441
	Iteration 45Q: 3 clusters Score -469334.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -469344.812500 Penalty: 4120.377441
	Iteration 46Q: 3 clusters Score -469344.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -469360.031250 Penalty: 4120.377441
	Iteration 47Q: 3 clusters Score -469360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -469372.625000 Penalty: 4120.377441
	Iteration 48Q: 3 clusters Score -469372.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -469378.781250 Penalty: 4120.377441
	Iteration 49Q: 3 clusters Score -469378.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -469379.906250 Penalty: 4120.377441
	Iteration 50Q: 3 clusters Score -469379.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -469381.156250 Penalty: 4120.377441
	Iteration 51Q: 3 clusters Score -469381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -469384.687500 Penalty: 4120.377441
	Iteration 52Q: 3 clusters Score -469384.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -469386.812500 Penalty: 4120.377441
	Iteration 53Q: 3 clusters Score -469386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -469389.375000 Penalty: 4120.377441
	Iteration 54Q: 3 clusters Score -469389.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -469390.718750 Penalty: 4120.377441
	Iteration 55Q: 3 clusters Score -469390.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -469392.031250 Penalty: 4120.377441
	Iteration 56Q: 3 clusters Score -469392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -469395.750000 Penalty: 4120.377441
	Iteration 57Q: 3 clusters Score -469395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -469396.687500 Penalty: 4120.377441
	Iteration 58Q: 3 clusters Score -469396.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -469396.843750 Penalty: 4120.377441
	Iteration 59Q: 3 clusters Score -469396.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -469399.750000 Penalty: 4120.377441
	Iteration 60F: 3 clusters Score -469399.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -469403.187500 Penalty: 4120.377441
	Iteration 61Q: 3 clusters Score -469403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -469403.031250 Penalty: 4120.377441
	Iteration 62Q: 3 clusters Score -469403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -469403.031250 Penalty: 4120.377441
	Iteration 63F: 3 clusters Score -469403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Entering Unmasked Estep 
Score: -777779.937500 Penalty: 2164.207520
	Iteration 0F: 2 clusters Score -777779.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -772562.812500 Penalty: 4328.415039
	Iteration 0F: 3 clusters Score -772562.8 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -773886.000000 Penalty: 4328.415039
	Iteration 1F: 3 clusters Score -773886 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -774135.125000 Penalty: 4328.415039
	Iteration 2F: 3 clusters Score -774135.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -774364.687500 Penalty: 4328.415039
	Iteration 3F: 3 clusters Score -774364.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -774593.937500 Penalty: 4328.415039
	Iteration 4Q: 3 clusters Score -774593.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -774760.562500 Penalty: 4328.415039
	Iteration 5Q: 3 clusters Score -774760.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -774863.000000 Penalty: 4328.415039
	Iteration 6Q: 3 clusters Score -774863 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -774942.625000 Penalty: 4328.415039
	Iteration 7Q: 3 clusters Score -774942.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -775026.000000 Penalty: 4328.415039
	Iteration 8Q: 3 clusters Score -775026 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -775088.500000 Penalty: 4328.415039
	Iteration 9Q: 3 clusters Score -775088.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -775139.062500 Penalty: 4328.415039
	Iteration 10Q: 3 clusters Score -775139.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -775177.187500 Penalty: 4328.415039
	Iteration 11Q: 3 clusters Score -775177.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -775215.312500 Penalty: 4328.415039
	Iteration 12Q: 3 clusters Score -775215.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -775238.750000 Penalty: 4328.415039
	Iteration 13Q: 3 clusters Score -775238.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -775264.000000 Penalty: 4328.415039
	Iteration 14Q: 3 clusters Score -775264 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -775282.625000 Penalty: 4328.415039
	Iteration 15Q: 3 clusters Score -775282.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -775301.000000 Penalty: 4328.415039
	Iteration 16Q: 3 clusters Score -775301 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -775318.250000 Penalty: 4328.415039
	Iteration 17Q: 3 clusters Score -775318.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -775330.250000 Penalty: 4328.415039
	Iteration 18Q: 3 clusters Score -775330.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -775340.625000 Penalty: 4328.415039
	Iteration 19Q: 3 clusters Score -775340.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -775349.000000 Penalty: 4328.415039
	Iteration 20F: 3 clusters Score -775349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -775360.062500 Penalty: 4328.415039
	Iteration 21Q: 3 clusters Score -775360.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -775366.687500 Penalty: 4328.415039
	Iteration 22Q: 3 clusters Score -775366.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -775376.750000 Penalty: 4328.415039
	Iteration 23Q: 3 clusters Score -775376.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -775383.375000 Penalty: 4328.415039
	Iteration 24Q: 3 clusters Score -775383.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -775386.187500 Penalty: 4328.415039
	Iteration 25Q: 3 clusters Score -775386.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -775390.187500 Penalty: 4328.415039
	Iteration 26Q: 3 clusters Score -775390.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -775397.375000 Penalty: 4328.415039
	Iteration 27Q: 3 clusters Score -775397.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -775400.562500 Penalty: 4328.415039
	Iteration 28Q: 3 clusters Score -775400.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -775401.250000 Penalty: 4328.415039
	Iteration 29Q: 3 clusters Score -775401.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -775406.062500 Penalty: 4328.415039
	Iteration 30Q: 3 clusters Score -775406.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -775412.562500 Penalty: 4328.415039
	Iteration 31Q: 3 clusters Score -775412.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -775417.312500 Penalty: 4328.415039
	Iteration 32Q: 3 clusters Score -775417.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -775420.000000 Penalty: 4328.415039
	Iteration 33Q: 3 clusters Score -775420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -775422.812500 Penalty: 4328.415039
	Iteration 34Q: 3 clusters Score -775422.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -775424.687500 Penalty: 4328.415039
	Iteration 35Q: 3 clusters Score -775424.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -775427.000000 Penalty: 4328.415039
	Iteration 36Q: 3 clusters Score -775427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -775429.437500 Penalty: 4328.415039
	Iteration 37Q: 3 clusters Score -775429.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -775431.937500 Penalty: 4328.415039
	Iteration 38Q: 3 clusters Score -775431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -775432.375000 Penalty: 4328.415039
	Iteration 39Q: 3 clusters Score -775432.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -775432.937500 Penalty: 4328.415039
	Iteration 40F: 3 clusters Score -775432.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -775433.687500 Penalty: 4328.415039
	Iteration 41Q: 3 clusters Score -775433.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -775433.187500 Penalty: 4328.415039
	Iteration 42Q: 3 clusters Score -775433.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -775435.687500 Penalty: 4328.415039
	Iteration 43Q: 3 clusters Score -775435.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -775435.125000 Penalty: 4328.415039
	Iteration 44Q: 3 clusters Score -775435.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -775435.562500 Penalty: 4328.415039
	Iteration 45Q: 3 clusters Score -775435.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -775438.625000 Penalty: 4328.415039
	Iteration 46Q: 3 clusters Score -775438.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -775440.500000 Penalty: 4328.415039
	Iteration 47Q: 3 clusters Score -775440.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -775441.812500 Penalty: 4328.415039
	Iteration 48Q: 3 clusters Score -775441.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -775444.500000 Penalty: 4328.415039
	Iteration 49Q: 3 clusters Score -775444.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -775445.812500 Penalty: 4328.415039
	Iteration 50Q: 3 clusters Score -775445.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -775448.312500 Penalty: 4328.415039
	Iteration 51Q: 3 clusters Score -775448.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -775449.812500 Penalty: 4328.415039
	Iteration 52Q: 3 clusters Score -775449.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -775452.000000 Penalty: 4328.415039
	Iteration 53Q: 3 clusters Score -775452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -775453.812500 Penalty: 4328.415039
	Iteration 54Q: 3 clusters Score -775453.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -775455.500000 Penalty: 4328.415039
	Iteration 55Q: 3 clusters Score -775455.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -775458.875000 Penalty: 4328.415039
	Iteration 56Q: 3 clusters Score -775458.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -775458.437500 Penalty: 4328.415039
	Iteration 57Q: 3 clusters Score -775458.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -775458.437500 Penalty: 4328.415039
	Iteration 58Q: 3 clusters Score -775458.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -775459.250000 Penalty: 4328.415039
	Iteration 59Q: 3 clusters Score -775459.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -775461.000000 Penalty: 4328.415039
	Iteration 60F: 3 clusters Score -775461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -775460.375000 Penalty: 4328.415039
	Iteration 61Q: 3 clusters Score -775460.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -775465.625000 Penalty: 4328.415039
	Iteration 62Q: 3 clusters Score -775465.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -775463.500000 Penalty: 4328.415039
	Iteration 63Q: 3 clusters Score -775463.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -775466.437500 Penalty: 4328.415039
	Iteration 64Q: 3 clusters Score -775466.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -775466.562500 Penalty: 4328.415039
	Iteration 65Q: 3 clusters Score -775466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -775467.375000 Penalty: 4328.415039
	Iteration 66Q: 3 clusters Score -775467.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -775467.312500 Penalty: 4328.415039
	Iteration 67Q: 3 clusters Score -775467.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -775466.750000 Penalty: 4328.415039
	Iteration 68Q: 3 clusters Score -775466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -775468.812500 Penalty: 4328.415039
	Iteration 69Q: 3 clusters Score -775468.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -775468.812500 Penalty: 4328.415039
	Iteration 70F: 3 clusters Score -775468.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Entering Unmasked Estep 
Score: -6570172.500000 Penalty: 2688.439697
	Iteration 0F: 2 clusters Score -6570172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -6535995.000000 Penalty: 5376.879395
	Iteration 0F: 3 clusters Score -6535995 nChanged 23438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -6549107.500000 Penalty: 5376.879395
	Iteration 1F: 3 clusters Score -6549108 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -6549766.000000 Penalty: 5376.879395
	Iteration 2Q: 3 clusters Score -6549766 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -6550584.500000 Penalty: 5376.879395
	Iteration 3Q: 3 clusters Score -6550584 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -6551381.500000 Penalty: 5376.879395
	Iteration 4Q: 3 clusters Score -6551382 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -6552391.000000 Penalty: 5376.879395
	Iteration 5Q: 3 clusters Score -6552391 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -6553622.000000 Penalty: 5376.879395
	Iteration 6Q: 3 clusters Score -6553622 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -6555148.500000 Penalty: 5376.879395
	Iteration 7F: 3 clusters Score -6555148 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -6557035.500000 Penalty: 5376.879395
	Iteration 8F: 3 clusters Score -6557036 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -6558802.000000 Penalty: 5376.879395
	Iteration 9F: 3 clusters Score -6558802 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -6560083.000000 Penalty: 5376.879395
	Iteration 10Q: 3 clusters Score -6560083 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -6560850.500000 Penalty: 5376.879395
	Iteration 11Q: 3 clusters Score -6560850 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -6561220.000000 Penalty: 5376.879395
	Iteration 12Q: 3 clusters Score -6561220 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -6561489.500000 Penalty: 5376.879395
	Iteration 13Q: 3 clusters Score -6561490 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -6561692.500000 Penalty: 5376.879395
	Iteration 14Q: 3 clusters Score -6561692 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -6561834.000000 Penalty: 5376.879395
	Iteration 15Q: 3 clusters Score -6561834 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -6561963.000000 Penalty: 5376.879395
	Iteration 16Q: 3 clusters Score -6561963 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -6562063.500000 Penalty: 5376.879395
	Iteration 17Q: 3 clusters Score -6562064 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -6562166.500000 Penalty: 5376.879395
	Iteration 18Q: 3 clusters Score -6562166 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -6562240.000000 Penalty: 5376.879395
	Iteration 19Q: 3 clusters Score -6562240 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -6562337.000000 Penalty: 5376.879395
	Iteration 20F: 3 clusters Score -6562337 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -6562387.000000 Penalty: 5376.879395
	Iteration 21Q: 3 clusters Score -6562387 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -6562404.500000 Penalty: 5376.879395
	Iteration 22Q: 3 clusters Score -6562404 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -6562434.000000 Penalty: 5376.879395
	Iteration 23Q: 3 clusters Score -6562434 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -6562467.000000 Penalty: 5376.879395
	Iteration 24Q: 3 clusters Score -6562467 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -6562505.500000 Penalty: 5376.879395
	Iteration 25Q: 3 clusters Score -6562506 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -6562512.500000 Penalty: 5376.879395
	Iteration 26Q: 3 clusters Score -6562512 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -6562534.000000 Penalty: 5376.879395
	Iteration 27Q: 3 clusters Score -6562534 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -6562556.500000 Penalty: 5376.879395
	Iteration 28Q: 3 clusters Score -6562556 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -6562595.000000 Penalty: 5376.879395
	Iteration 29Q: 3 clusters Score -6562595 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -6562645.000000 Penalty: 5376.879395
	Iteration 30Q: 3 clusters Score -6562645 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -6562650.500000 Penalty: 5376.879395
	Iteration 31Q: 3 clusters Score -6562650 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -6562658.000000 Penalty: 5376.879395
	Iteration 32Q: 3 clusters Score -6562658 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -6562690.000000 Penalty: 5376.879395
	Iteration 33Q: 3 clusters Score -6562690 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -6562712.500000 Penalty: 5376.879395
	Iteration 34Q: 3 clusters Score -6562712 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -6562713.000000 Penalty: 5376.879395
	Iteration 35Q: 3 clusters Score -6562713 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -6562734.000000 Penalty: 5376.879395
	Iteration 36Q: 3 clusters Score -6562734 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -6562734.500000 Penalty: 5376.879395
	Iteration 37Q: 3 clusters Score -6562734 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -6562733.500000 Penalty: 5376.879395
	Iteration 38Q: 3 clusters Score -6562734 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6562748 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6562764 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6562762 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6562781 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6562776 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6562796 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6562816 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6562840 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6562864 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6562877 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6562906 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6562963 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6563011 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6563074 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6563150 nChanged 425
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6563244 nChanged 479
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6563392 nChanged 539
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6563508 nChanged 579
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6563661 nChanged 613
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6563848 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6564053 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6564287 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6564538 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6564815 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6565102 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6565430 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6565800 nChanged 891
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6566188 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6566592 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6566967 nChanged 797
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6567365 nChanged 731
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6567750 nChanged 618
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6567996 nChanged 517
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6568192 nChanged 424
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6568296 nChanged 348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6568382 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6568454 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6568512 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6568556 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6568608 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -6568642.500000 Penalty: 5376.879395
	Iteration 79Q: 3 clusters Score -6568642 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -6568653.500000 Penalty: 5376.879395
	Iteration 80F: 3 clusters Score -6568654 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6568654 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6568686 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -6568695.000000 Penalty: 5376.879395
	Iteration 83Q: 3 clusters Score -6568695 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6568714 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -6568707.500000 Penalty: 5376.879395
	Iteration 85Q: 3 clusters Score -6568708 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6568727 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -6568724.500000 Penalty: 5376.879395
	Iteration 87Q: 3 clusters Score -6568724 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6568740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -6568743.000000 Penalty: 5376.879395
	Iteration 89Q: 3 clusters Score -6568743 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -6568741.500000 Penalty: 5376.879395
	Iteration 90Q: 3 clusters Score -6568742 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6568742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6568740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -6568745.000000 Penalty: 5376.879395
	Iteration 93Q: 3 clusters Score -6568745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -6568761.500000 Penalty: 5376.879395
	Iteration 94Q: 3 clusters Score -6568762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -6568761.000000 Penalty: 5376.879395
	Iteration 95Q: 3 clusters Score -6568761 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -6568764.500000 Penalty: 5376.879395
	Iteration 96Q: 3 clusters Score -6568764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -6568762.500000 Penalty: 5376.879395
	Iteration 97Q: 3 clusters Score -6568762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6568762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -6568755.500000 Penalty: 5376.879395
	Iteration 99Q: 3 clusters Score -6568756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -6568759.500000 Penalty: 5376.879395
	Iteration 100F: 3 clusters Score -6568760 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6568762 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6568744 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6568748 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -6568753.500000 Penalty: 5376.879395
	Iteration 104Q: 3 clusters Score -6568754 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6568762 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -6568741.500000 Penalty: 5376.879395
	Iteration 106Q: 3 clusters Score -6568742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6568744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -6568737.500000 Penalty: 5376.879395
	Iteration 108Q: 3 clusters Score -6568738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6568738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -6568747.500000 Penalty: 5376.879395
	Iteration 110Q: 3 clusters Score -6568748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -6568756.000000 Penalty: 5376.879395
	Iteration 111Q: 3 clusters Score -6568756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -6568769.000000 Penalty: 5376.879395
	Iteration 112Q: 3 clusters Score -6568769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6568761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6568770 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -6568757.000000 Penalty: 5376.879395
	Iteration 115Q: 3 clusters Score -6568757 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6568764 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6568769 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6568774 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6568764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -6568771.000000 Penalty: 5376.879395
	Iteration 120F: 3 clusters Score -6568771 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6568764 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6568770 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -6568766.500000 Penalty: 5376.879395
	Iteration 123Q: 3 clusters Score -6568766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6568764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -6568763.500000 Penalty: 5376.879395
	Iteration 125Q: 3 clusters Score -6568764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6568764 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6568768 nChanged 0
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Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
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	Iteration 128F: 3 clusters Score -6568768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4839 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -608273.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -603804 nChanged 1839
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -604860.8 nChanged 367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -605084.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -605209.000000 Penalty: 4208.293945
	Iteration 3Q: 3 clusters Score -605209 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -605316.125000 Penalty: 4208.293945
	Iteration 4Q: 3 clusters Score -605316.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -605408.250000 Penalty: 4208.293945
	Iteration 5Q: 3 clusters Score -605408.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -605478.000000 Penalty: 4208.293945
	Iteration 6Q: 3 clusters Score -605478 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -605532.875000 Penalty: 4208.293945
	Iteration 7Q: 3 clusters Score -605532.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -605590.812500 Penalty: 4208.293945
	Iteration 8Q: 3 clusters Score -605590.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -605640.875000 Penalty: 4208.293945
	Iteration 9Q: 3 clusters Score -605640.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -605716.125000 Penalty: 4208.293945
	Iteration 10Q: 3 clusters Score -605716.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -605790.875000 Penalty: 4208.293945
	Iteration 11Q: 3 clusters Score -605790.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -605867.750000 Penalty: 4208.293945
	Iteration 12Q: 3 clusters Score -605867.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -605941.375000 Penalty: 4208.293945
	Iteration 13Q: 3 clusters Score -605941.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -605992.937500 Penalty: 4208.293945
	Iteration 14Q: 3 clusters Score -605992.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -606049.187500 Penalty: 4208.293945
	Iteration 15Q: 3 clusters Score -606049.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -606099.375000 Penalty: 4208.293945
	Iteration 16Q: 3 clusters Score -606099.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -606140.312500 Penalty: 4208.293945
	Iteration 17Q: 3 clusters Score -606140.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -606194.625000 Penalty: 4208.293945
	Iteration 18Q: 3 clusters Score -606194.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -606227.187500 Penalty: 4208.293945
	Iteration 19Q: 3 clusters Score -606227.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -606261.000000 Penalty: 4208.293945
	Iteration 20F: 3 clusters Score -606261 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -606295.625000 Penalty: 4208.293945
	Iteration 21Q: 3 clusters Score -606295.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -606314.875000 Penalty: 4208.293945
	Iteration 22Q: 3 clusters Score -606314.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -606337.562500 Penalty: 4208.293945
	Iteration 23Q: 3 clusters Score -606337.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -606360.500000 Penalty: 4208.293945
	Iteration 24Q: 3 clusters Score -606360.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -606378.312500 Penalty: 4208.293945
	Iteration 25Q: 3 clusters Score -606378.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -606390.687500 Penalty: 4208.293945
	Iteration 26Q: 3 clusters Score -606390.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -606399.562500 Penalty: 4208.293945
	Iteration 27Q: 3 clusters Score -606399.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -606413.312500 Penalty: 4208.293945
	Iteration 28Q: 3 clusters Score -606413.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -606418.062500 Penalty: 4208.293945
	Iteration 29Q: 3 clusters Score -606418.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -606426.750000 Penalty: 4208.293945
	Iteration 30Q: 3 clusters Score -606426.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -606436.750000 Penalty: 4208.293945
	Iteration 31Q: 3 clusters Score -606436.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -606441.687500 Penalty: 4208.293945
	Iteration 32Q: 3 clusters Score -606441.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -606451.062500 Penalty: 4208.293945
	Iteration 33Q: 3 clusters Score -606451.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -606461.437500 Penalty: 4208.293945
	Iteration 34Q: 3 clusters Score -606461.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -606478.375000 Penalty: 4208.293945
	Iteration 35Q: 3 clusters Score -606478.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -606489.812500 Penalty: 4208.293945
	Iteration 36Q: 3 clusters Score -606489.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -606496.000000 Penalty: 4208.293945
	Iteration 37Q: 3 clusters Score -606496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -606500.937500 Penalty: 4208.293945
	Iteration 38Q: 3 clusters Score -606500.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -606507.812500 Penalty: 4208.293945
	Iteration 39Q: 3 clusters Score -606507.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -606514.250000 Penalty: 4208.293945
	Iteration 40F: 3 clusters Score -606514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -606514.687500 Penalty: 4208.293945
	Iteration 41Q: 3 clusters Score -606514.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -606516.687500 Penalty: 4208.293945
	Iteration 42Q: 3 clusters Score -606516.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -606519.687500 Penalty: 4208.293945
	Iteration 43Q: 3 clusters Score -606519.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -606521.250000 Penalty: 4208.293945
	Iteration 44Q: 3 clusters Score -606521.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -606524.250000 Penalty: 4208.293945
	Iteration 45Q: 3 clusters Score -606524.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -606527.437500 Penalty: 4208.293945
	Iteration 46Q: 3 clusters Score -606527.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -606528.625000 Penalty: 4208.293945
	Iteration 47Q: 3 clusters Score -606528.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -606531.437500 Penalty: 4208.293945
	Iteration 48Q: 3 clusters Score -606531.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -606532.812500 Penalty: 4208.293945
	Iteration 49Q: 3 clusters Score -606532.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -606537.937500 Penalty: 4208.293945
	Iteration 50Q: 3 clusters Score -606537.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -606539.125000 Penalty: 4208.293945
	Iteration 51Q: 3 clusters Score -606539.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -606540.750000 Penalty: 4208.293945
	Iteration 52Q: 3 clusters Score -606540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -606542.000000 Penalty: 4208.293945
	Iteration 53Q: 3 clusters Score -606542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -606543.062500 Penalty: 4208.293945
	Iteration 54Q: 3 clusters Score -606543.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -606548.250000 Penalty: 4208.293945
	Iteration 55Q: 3 clusters Score -606548.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -606548.437500 Penalty: 4208.293945
	Iteration 56Q: 3 clusters Score -606548.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -606553.000000 Penalty: 4208.293945
	Iteration 57Q: 3 clusters Score -606553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -606554.687500 Penalty: 4208.293945
	Iteration 58Q: 3 clusters Score -606554.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -606554.687500 Penalty: 4208.293945
	Iteration 59F: 3 clusters Score -606554.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (168878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168878 members 
Entering Unmasked Estep 
Score: -21744772.000000 Penalty: 2985.159180
	Iteration 0F: 2 clusters Score -2.174477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84189 members 
Mstep: Class 2 contains 84689 members 
Entering Unmasked Estep 
Score: -21635170.000000 Penalty: 5970.318359
	Iteration 0F: 3 clusters Score -2.163517e+07 nChanged 80934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81039 members 
Mstep: Class 2 contains 87839 members 
Entering Unmasked Estep 
Score: -21682200.000000 Penalty: 5970.318359
	Iteration 1F: 3 clusters Score -2.16822e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79310 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -21683124.000000 Penalty: 5970.318359
	Iteration 2Q: 3 clusters Score -2.168312e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 92107 members 
Entering Unmasked Estep 
Score: -21684340.000000 Penalty: 5970.318359
	Iteration 3Q: 3 clusters Score -2.168434e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72882 members 
Mstep: Class 2 contains 95996 members 
Entering Unmasked Estep 
Score: -21686368.000000 Penalty: 5970.318359
	Iteration 4Q: 3 clusters Score -2.168637e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 101457 members 
Entering Unmasked Estep 
Score: -21689340.000000 Penalty: 5970.318359
	Iteration 5Q: 3 clusters Score -2.168934e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 109015 members 
Entering Unmasked Estep 
Score: -21694144.000000 Penalty: 5970.318359
	Iteration 6F: 3 clusters Score -2.169414e+07 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 118894 members 
Entering Unmasked Estep 
Score: -21701078.000000 Penalty: 5970.318359
	Iteration 7F: 3 clusters Score -2.170108e+07 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 130712 members 
Entering Unmasked Estep 
Score: -21710378.000000 Penalty: 5970.318359
	Iteration 8F: 3 clusters Score -2.171038e+07 nChanged 12130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 142758 members 
Entering Unmasked Estep 
Score: -21720728.000000 Penalty: 5970.318359
	Iteration 9F: 3 clusters Score -2.172073e+07 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 153354 members 
Entering Unmasked Estep 
Score: -21730662.000000 Penalty: 5970.318359
	Iteration 10F: 3 clusters Score -2.173066e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 160839 members 
Entering Unmasked Estep 
Score: -21737010.000000 Penalty: 5970.318359
	Iteration 11Q: 3 clusters Score -2.173701e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 165035 members 
Entering Unmasked Estep 
Score: -21740178.000000 Penalty: 5970.318359
	Iteration 12Q: 3 clusters Score -2.174018e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 166901 members 
Entering Unmasked Estep 
Score: -21741402.000000 Penalty: 5970.318359
	Iteration 13Q: 3 clusters Score -2.17414e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 167636 members 
Entering Unmasked Estep 
Score: -21741950.000000 Penalty: 5970.318359
	Iteration 14Q: 3 clusters Score -2.174195e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 167888 members 
Entering Unmasked Estep 
Score: -21742184.000000 Penalty: 5970.318359
	Iteration 15Q: 3 clusters Score -2.174218e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 167981 members 
Entering Unmasked Estep 
Score: -21742366.000000 Penalty: 5970.318359
	Iteration 16Q: 3 clusters Score -2.174237e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 168033 members 
Entering Unmasked Estep 
Score: -21742472.000000 Penalty: 5970.318359
	Iteration 17Q: 3 clusters Score -2.174247e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 168050 members 
Entering Unmasked Estep 
Score: -21742544.000000 Penalty: 5970.318359
	Iteration 18Q: 3 clusters Score -2.174254e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 168052 members 
Entering Unmasked Estep 
Score: -21742670.000000 Penalty: 5970.318359
	Iteration 19Q: 3 clusters Score -2.174267e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 168024 members 
Entering Unmasked Estep 
Score: -21742720.000000 Penalty: 5970.318359
	Iteration 20F: 3 clusters Score -2.174272e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 167987 members 
Entering Unmasked Estep 
Score: -21742804.000000 Penalty: 5970.318359
	Iteration 21Q: 3 clusters Score -2.17428e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 167960 members 
Entering Unmasked Estep 
Score: -21742812.000000 Penalty: 5970.318359
	Iteration 22Q: 3 clusters Score -2.174281e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 167938 members 
Entering Unmasked Estep 
Score: -21742886.000000 Penalty: 5970.318359
	Iteration 23Q: 3 clusters Score -2.174289e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 167926 members 
Entering Unmasked Estep 
Score: -21742916.000000 Penalty: 5970.318359
	Iteration 24Q: 3 clusters Score -2.174292e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 167886 members 
Entering Unmasked Estep 
Score: -21742994.000000 Penalty: 5970.318359
	Iteration 25Q: 3 clusters Score -2.174299e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 167855 members 
Entering Unmasked Estep 
Score: -21743034.000000 Penalty: 5970.318359
	Iteration 26Q: 3 clusters Score -2.174303e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 167801 members 
Entering Unmasked Estep 
Score: -21743056.000000 Penalty: 5970.318359
	Iteration 27Q: 3 clusters Score -2.174306e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 167762 members 
Entering Unmasked Estep 
Score: -21743118.000000 Penalty: 5970.318359
	Iteration 28Q: 3 clusters Score -2.174312e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 167714 members 
Entering Unmasked Estep 
Score: -21743134.000000 Penalty: 5970.318359
	Iteration 29Q: 3 clusters Score -2.174313e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 167665 members 
Entering Unmasked Estep 
Score: -21743202.000000 Penalty: 5970.318359
	Iteration 30Q: 3 clusters Score -2.17432e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 167612 members 
Entering Unmasked Estep 
Score: -21743236.000000 Penalty: 5970.318359
	Iteration 31Q: 3 clusters Score -2.174324e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 167556 members 
Entering Unmasked Estep 
Score: -21743298.000000 Penalty: 5970.318359
	Iteration 32Q: 3 clusters Score -2.17433e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 167517 members 
Entering Unmasked Estep 
Score: -21743316.000000 Penalty: 5970.318359
	Iteration 33Q: 3 clusters Score -2.174332e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 167476 members 
Entering Unmasked Estep 
Score: -21743354.000000 Penalty: 5970.318359
	Iteration 34Q: 3 clusters Score -2.174335e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 167439 members 
Entering Unmasked Estep 
Score: -21743378.000000 Penalty: 5970.318359
	Iteration 35Q: 3 clusters Score -2.174338e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 167411 members 
Entering Unmasked Estep 
Score: -21743394.000000 Penalty: 5970.318359
	Iteration 36Q: 3 clusters Score -2.174339e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 167388 members 
Entering Unmasked Estep 
Score: -21743428.000000 Penalty: 5970.318359
	Iteration 37Q: 3 clusters Score -2.174343e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 167367 members 
Entering Unmasked Estep 
Score: -21743444.000000 Penalty: 5970.318359
	Iteration 38Q: 3 clusters Score -2.174344e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 167338 members 
Entering Unmasked Estep 
Score: -21743486.000000 Penalty: 5970.318359
	Iteration 39Q: 3 clusters Score -2.174349e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 167316 members 
Entering Unmasked Estep 
Score: -21743504.000000 Penalty: 5970.318359
	Iteration 40F: 3 clusters Score -2.17435e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 167286 members 
Entering Unmasked Estep 
Score: -21743520.000000 Penalty: 5970.318359
	Iteration 41Q: 3 clusters Score -2.174352e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 167254 members 
Entering Unmasked Estep 
Score: -21743538.000000 Penalty: 5970.318359
	Iteration 42Q: 3 clusters Score -2.174354e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 167229 members 
Entering Unmasked Estep 
Score: -21743548.000000 Penalty: 5970.318359
	Iteration 43Q: 3 clusters Score -2.174355e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 167197 members 
Entering Unmasked Estep 
Score: -21743572.000000 Penalty: 5970.318359
	Iteration 44Q: 3 clusters Score -2.174357e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 167165 members 
Entering Unmasked Estep 
Score: -21743590.000000 Penalty: 5970.318359
	Iteration 45Q: 3 clusters Score -2.174359e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 167131 members 
Entering Unmasked Estep 
Score: -21743600.000000 Penalty: 5970.318359
	Iteration 46Q: 3 clusters Score -2.17436e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 167094 members 
Entering Unmasked Estep 
Score: -21743608.000000 Penalty: 5970.318359
	Iteration 47Q: 3 clusters Score -2.174361e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 167058 members 
Entering Unmasked Estep 
Score: -21743626.000000 Penalty: 5970.318359
	Iteration 48Q: 3 clusters Score -2.174363e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 167023 members 
Entering Unmasked Estep 
Score: -21743646.000000 Penalty: 5970.318359
	Iteration 49Q: 3 clusters Score -2.174365e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 166967 members 
Entering Unmasked Estep 
Score: -21743688.000000 Penalty: 5970.318359
	Iteration 50Q: 3 clusters Score -2.174369e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 166926 members 
Entering Unmasked Estep 
Score: -21743722.000000 Penalty: 5970.318359
	Iteration 51Q: 3 clusters Score -2.174372e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 166867 members 
Entering Unmasked Estep 
Score: -21743768.000000 Penalty: 5970.318359
	Iteration 52Q: 3 clusters Score -2.174377e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 166811 members 
Entering Unmasked Estep 
Score: -21743806.000000 Penalty: 5970.318359
	Iteration 53Q: 3 clusters Score -2.174381e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 166732 members 
Entering Unmasked Estep 
Score: -21743860.000000 Penalty: 5970.318359
	Iteration 54Q: 3 clusters Score -2.174386e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 166650 members 
Entering Unmasked Estep 
Score: -21743876.000000 Penalty: 5970.318359
	Iteration 55Q: 3 clusters Score -2.174388e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 166569 members 
Entering Unmasked Estep 
Score: -21743934.000000 Penalty: 5970.318359
	Iteration 56Q: 3 clusters Score -2.174393e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 166484 members 
Entering Unmasked Estep 
Score: -21743972.000000 Penalty: 5970.318359
	Iteration 57Q: 3 clusters Score -2.174397e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 166372 members 
Entering Unmasked Estep 
Score: -21743986.000000 Penalty: 5970.318359
	Iteration 58Q: 3 clusters Score -2.174399e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 166268 members 
Entering Unmasked Estep 
Score: -21744088.000000 Penalty: 5970.318359
	Iteration 59Q: 3 clusters Score -2.174409e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 166151 members 
Entering Unmasked Estep 
Score: -21744202.000000 Penalty: 5970.318359
	Iteration 60F: 3 clusters Score -2.17442e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 166037 members 
Entering Unmasked Estep 
Score: -21744236.000000 Penalty: 5970.318359
	Iteration 61Q: 3 clusters Score -2.174424e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 165912 members 
Entering Unmasked Estep 
Score: -21744302.000000 Penalty: 5970.318359
	Iteration 62Q: 3 clusters Score -2.17443e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 165777 members 
Entering Unmasked Estep 
Score: -21744372.000000 Penalty: 5970.318359
	Iteration 63Q: 3 clusters Score -2.174437e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 165658 members 
Entering Unmasked Estep 
Score: -21744428.000000 Penalty: 5970.318359
	Iteration 64Q: 3 clusters Score -2.174443e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 165550 members 
Entering Unmasked Estep 
Score: -21744464.000000 Penalty: 5970.318359
	Iteration 65Q: 3 clusters Score -2.174446e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 165441 members 
Entering Unmasked Estep 
Score: -21744516.000000 Penalty: 5970.318359
	Iteration 66Q: 3 clusters Score -2.174452e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 165319 members 
Entering Unmasked Estep 
Score: -21744568.000000 Penalty: 5970.318359
	Iteration 67Q: 3 clusters Score -2.174457e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 165204 members 
Entering Unmasked Estep 
Score: -21744590.000000 Penalty: 5970.318359
	Iteration 68Q: 3 clusters Score -2.174459e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 165104 members 
Entering Unmasked Estep 
Score: -21744612.000000 Penalty: 5970.318359
	Iteration 69Q: 3 clusters Score -2.174461e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 164994 members 
Entering Unmasked Estep 
Score: -21744684.000000 Penalty: 5970.318359
	Iteration 70Q: 3 clusters Score -2.174468e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 164882 members 
Entering Unmasked Estep 
Score: -21744724.000000 Penalty: 5970.318359
	Iteration 71Q: 3 clusters Score -2.174472e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 164771 members 
Entering Unmasked Estep 
Score: -21744764.000000 Penalty: 5970.318359
	Iteration 72Q: 3 clusters Score -2.174476e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 164672 members 
Entering Unmasked Estep 
Score: -21744774.000000 Penalty: 5970.318359
	Iteration 73Q: 3 clusters Score -2.174477e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 164579 members 
Entering Unmasked Estep 
Score: -21744832.000000 Penalty: 5970.318359
	Iteration 74Q: 3 clusters Score -2.174483e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 164486 members 
Entering Unmasked Estep 
Score: -21744866.000000 Penalty: 5970.318359
	Iteration 75Q: 3 clusters Score -2.174487e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 164384 members 
Entering Unmasked Estep 
Score: -21744866.000000 Penalty: 5970.318359
	Iteration 76Q: 3 clusters Score -2.174487e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 164294 members 
Entering Unmasked Estep 
Score: -21744898.000000 Penalty: 5970.318359
	Iteration 77Q: 3 clusters Score -2.17449e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 164199 members 
Entering Unmasked Estep 
Score: -21744932.000000 Penalty: 5970.318359
	Iteration 78Q: 3 clusters Score -2.174493e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 164112 members 
Entering Unmasked Estep 
Score: -21744948.000000 Penalty: 5970.318359
	Iteration 79Q: 3 clusters Score -2.174495e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 164021 members 
Entering Unmasked Estep 
Score: -21744970.000000 Penalty: 5970.318359
	Iteration 80F: 3 clusters Score -2.174497e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 163943 members 
Entering Unmasked Estep 
Score: -21745012.000000 Penalty: 5970.318359
	Iteration 81Q: 3 clusters Score -2.174501e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 163881 members 
Entering Unmasked Estep 
Score: -21745022.000000 Penalty: 5970.318359
	Iteration 82Q: 3 clusters Score -2.174502e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 163821 members 
Entering Unmasked Estep 
Score: -21745058.000000 Penalty: 5970.318359
	Iteration 83Q: 3 clusters Score -2.174506e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 163766 members 
Entering Unmasked Estep 
Score: -21745062.000000 Penalty: 5970.318359
	Iteration 84Q: 3 clusters Score -2.174506e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 163697 members 
Entering Unmasked Estep 
Score: -21745098.000000 Penalty: 5970.318359
	Iteration 85Q: 3 clusters Score -2.17451e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 163620 members 
Entering Unmasked Estep 
Score: -21745092.000000 Penalty: 5970.318359
	Iteration 86Q: 3 clusters Score -2.174509e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 163549 members 
Entering Unmasked Estep 
Score: -21745120.000000 Penalty: 5970.318359
	Iteration 87Q: 3 clusters Score -2.174512e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 163487 members 
Entering Unmasked Estep 
Score: -21745138.000000 Penalty: 5970.318359
	Iteration 88Q: 3 clusters Score -2.174514e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 163435 members 
Entering Unmasked Estep 
Score: -21745148.000000 Penalty: 5970.318359
	Iteration 89Q: 3 clusters Score -2.174515e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 163375 members 
Entering Unmasked Estep 
Score: -21745164.000000 Penalty: 5970.318359
	Iteration 90Q: 3 clusters Score -2.174516e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 163329 members 
Entering Unmasked Estep 
Score: -21745188.000000 Penalty: 5970.318359
	Iteration 91Q: 3 clusters Score -2.174519e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 163287 members 
Entering Unmasked Estep 
Score: -21745234.000000 Penalty: 5970.318359
	Iteration 92Q: 3 clusters Score -2.174523e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 163239 members 
Entering Unmasked Estep 
Score: -21745238.000000 Penalty: 5970.318359
	Iteration 93Q: 3 clusters Score -2.174524e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 163190 members 
Entering Unmasked Estep 
Score: -21745238.000000 Penalty: 5970.318359
	Iteration 94Q: 3 clusters Score -2.174524e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 163138 members 
Entering Unmasked Estep 
Score: -21745254.000000 Penalty: 5970.318359
	Iteration 95Q: 3 clusters Score -2.174525e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 163089 members 
Entering Unmasked Estep 
Score: -21745248.000000 Penalty: 5970.318359
	Iteration 96Q: 3 clusters Score -2.174525e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 163057 members 
Entering Unmasked Estep 
Score: -21745270.000000 Penalty: 5970.318359
	Iteration 97Q: 3 clusters Score -2.174527e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 163015 members 
Entering Unmasked Estep 
Score: -21745308.000000 Penalty: 5970.318359
	Iteration 98Q: 3 clusters Score -2.174531e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 162964 members 
Entering Unmasked Estep 
Score: -21745332.000000 Penalty: 5970.318359
	Iteration 99Q: 3 clusters Score -2.174533e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 162905 members 
Entering Unmasked Estep 
Score: -21745352.000000 Penalty: 5970.318359
	Iteration 100F: 3 clusters Score -2.174535e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 162859 members 
Entering Unmasked Estep 
Score: -21745374.000000 Penalty: 5970.318359
	Iteration 101Q: 3 clusters Score -2.174537e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 162825 members 
Entering Unmasked Estep 
Score: -21745398.000000 Penalty: 5970.318359
	Iteration 102Q: 3 clusters Score -2.17454e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 162796 members 
Entering Unmasked Estep 
Score: -21745418.000000 Penalty: 5970.318359
	Iteration 103Q: 3 clusters Score -2.174542e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 162754 members 
Entering Unmasked Estep 
Score: -21745416.000000 Penalty: 5970.318359
	Iteration 104Q: 3 clusters Score -2.174542e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 162716 members 
Entering Unmasked Estep 
Score: -21745414.000000 Penalty: 5970.318359
	Iteration 105Q: 3 clusters Score -2.174541e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 162680 members 
Entering Unmasked Estep 
Score: -21745422.000000 Penalty: 5970.318359
	Iteration 106Q: 3 clusters Score -2.174542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 162658 members 
Entering Unmasked Estep 
Score: -21745422.000000 Penalty: 5970.318359
	Iteration 107Q: 3 clusters Score -2.174542e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 162633 members 
Entering Unmasked Estep 
Score: -21745428.000000 Penalty: 5970.318359
	Iteration 108Q: 3 clusters Score -2.174543e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 162605 members 
Entering Unmasked Estep 
Score: -21745432.000000 Penalty: 5970.318359
	Iteration 109Q: 3 clusters Score -2.174543e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 162587 members 
Entering Unmasked Estep 
Score: -21745446.000000 Penalty: 5970.318359
	Iteration 110Q: 3 clusters Score -2.174545e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 162567 members 
Entering Unmasked Estep 
Score: -21745458.000000 Penalty: 5970.318359
	Iteration 111Q: 3 clusters Score -2.174546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 162551 members 
Entering Unmasked Estep 
Score: -21745462.000000 Penalty: 5970.318359
	Iteration 112Q: 3 clusters Score -2.174546e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 162533 members 
Entering Unmasked Estep 
Score: -21745452.000000 Penalty: 5970.318359
	Iteration 113Q: 3 clusters Score -2.174545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 162519 members 
Entering Unmasked Estep 
Score: -21745448.000000 Penalty: 5970.318359
	Iteration 114Q: 3 clusters Score -2.174545e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 162502 members 
Entering Unmasked Estep 
Score: -21745456.000000 Penalty: 5970.318359
	Iteration 115Q: 3 clusters Score -2.174546e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 162484 members 
Entering Unmasked Estep 
Score: -21745440.000000 Penalty: 5970.318359
	Iteration 116Q: 3 clusters Score -2.174544e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 162460 members 
Entering Unmasked Estep 
Score: -21745432.000000 Penalty: 5970.318359
	Iteration 117Q: 3 clusters Score -2.174543e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 162434 members 
Entering Unmasked Estep 
Score: -21745458.000000 Penalty: 5970.318359
	Iteration 118Q: 3 clusters Score -2.174546e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 162405 members 
Entering Unmasked Estep 
Score: -21745474.000000 Penalty: 5970.318359
	Iteration 119Q: 3 clusters Score -2.174547e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 162371 members 
Entering Unmasked Estep 
Score: -21745498.000000 Penalty: 5970.318359
	Iteration 120F: 3 clusters Score -2.17455e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 162338 members 
Entering Unmasked Estep 
Score: -21745496.000000 Penalty: 5970.318359
	Iteration 121Q: 3 clusters Score -2.17455e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 162310 members 
Entering Unmasked Estep 
Score: -21745518.000000 Penalty: 5970.318359
	Iteration 122Q: 3 clusters Score -2.174552e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 162284 members 
Entering Unmasked Estep 
Score: -21745508.000000 Penalty: 5970.318359
	Iteration 123Q: 3 clusters Score -2.174551e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 162262 members 
Entering Unmasked Estep 
Score: -21745520.000000 Penalty: 5970.318359
	Iteration 124Q: 3 clusters Score -2.174552e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 162231 members 
Entering Unmasked Estep 
Score: -21745514.000000 Penalty: 5970.318359
	Iteration 125Q: 3 clusters Score -2.174551e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 162214 members 
Entering Unmasked Estep 
Score: -21745522.000000 Penalty: 5970.318359
	Iteration 126Q: 3 clusters Score -2.174552e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 162194 members 
Entering Unmasked Estep 
Score: -21745526.000000 Penalty: 5970.318359
	Iteration 127Q: 3 clusters Score -2.174553e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 162169 members 
Entering Unmasked Estep 
Score: -21745532.000000 Penalty: 5970.318359
	Iteration 128Q: 3 clusters Score -2.174553e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 162151 members 
Entering Unmasked Estep 
Score: -21745556.000000 Penalty: 5970.318359
	Iteration 129Q: 3 clusters Score -2.174556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 162135 members 
Entering Unmasked Estep 
Score: -21745556.000000 Penalty: 5970.318359
	Iteration 130Q: 3 clusters Score -2.174556e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 162117 members 
Entering Unmasked Estep 
Score: -21745554.000000 Penalty: 5970.318359
	Iteration 131Q: 3 clusters Score -2.174555e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 162094 members 
Entering Unmasked Estep 
Score: -21745572.000000 Penalty: 5970.318359
	Iteration 132Q: 3 clusters Score -2.174557e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 162078 members 
Entering Unmasked Estep 
Score: -21745582.000000 Penalty: 5970.318359
	Iteration 133Q: 3 clusters Score -2.174558e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 162061 members 
Entering Unmasked Estep 
Score: -21745604.000000 Penalty: 5970.318359
	Iteration 134Q: 3 clusters Score -2.17456e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 162040 members 
Entering Unmasked Estep 
Score: -21745586.000000 Penalty: 5970.318359
	Iteration 135Q: 3 clusters Score -2.174559e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 162020 members 
Entering Unmasked Estep 
Score: -21745604.000000 Penalty: 5970.318359
	Iteration 136Q: 3 clusters Score -2.17456e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 161996 members 
Entering Unmasked Estep 
Score: -21745624.000000 Penalty: 5970.318359
	Iteration 137Q: 3 clusters Score -2.174562e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 161971 members 
Entering Unmasked Estep 
Score: -21745628.000000 Penalty: 5970.318359
	Iteration 138Q: 3 clusters Score -2.174563e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 161951 members 
Entering Unmasked Estep 
Score: -21745642.000000 Penalty: 5970.318359
	Iteration 139Q: 3 clusters Score -2.174564e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 161936 members 
Entering Unmasked Estep 
Score: -21745644.000000 Penalty: 5970.318359
	Iteration 140F: 3 clusters Score -2.174564e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 161918 members 
Entering Unmasked Estep 
Score: -21745662.000000 Penalty: 5970.318359
	Iteration 141Q: 3 clusters Score -2.174566e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 161900 members 
Entering Unmasked Estep 
Score: -21745642.000000 Penalty: 5970.318359
	Iteration 142Q: 3 clusters Score -2.174564e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 161881 members 
Entering Unmasked Estep 
Score: -21745644.000000 Penalty: 5970.318359
	Iteration 143Q: 3 clusters Score -2.174564e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 161849 members 
Entering Unmasked Estep 
Score: -21745644.000000 Penalty: 5970.318359
	Iteration 144Q: 3 clusters Score -2.174564e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 161826 members 
Entering Unmasked Estep 
Score: -21745620.000000 Penalty: 5970.318359
	Iteration 145Q: 3 clusters Score -2.174562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 161813 members 
Entering Unmasked Estep 
Score: -21745622.000000 Penalty: 5970.318359
	Iteration 146Q: 3 clusters Score -2.174562e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 161790 members 
Entering Unmasked Estep 
Score: -21745622.000000 Penalty: 5970.318359
	Iteration 147Q: 3 clusters Score -2.174562e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 161761 members 
Entering Unmasked Estep 
Score: -21745634.000000 Penalty: 5970.318359
	Iteration 148Q: 3 clusters Score -2.174563e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 161735 members 
Entering Unmasked Estep 
Score: -21745658.000000 Penalty: 5970.318359
	Iteration 149Q: 3 clusters Score -2.174566e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 161715 members 
Entering Unmasked Estep 
Score: -21745668.000000 Penalty: 5970.318359
	Iteration 150Q: 3 clusters Score -2.174567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 161687 members 
Entering Unmasked Estep 
Score: -21745660.000000 Penalty: 5970.318359
	Iteration 151Q: 3 clusters Score -2.174566e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 161657 members 
Entering Unmasked Estep 
Score: -21745682.000000 Penalty: 5970.318359
	Iteration 152Q: 3 clusters Score -2.174568e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 161623 members 
Entering Unmasked Estep 
Score: -21745666.000000 Penalty: 5970.318359
	Iteration 153Q: 3 clusters Score -2.174567e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 161588 members 
Entering Unmasked Estep 
Score: -21745656.000000 Penalty: 5970.318359
	Iteration 154Q: 3 clusters Score -2.174566e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 161558 members 
Entering Unmasked Estep 
Score: -21745684.000000 Penalty: 5970.318359
	Iteration 155Q: 3 clusters Score -2.174568e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 161522 members 
Entering Unmasked Estep 
Score: -21745728.000000 Penalty: 5970.318359
	Iteration 156Q: 3 clusters Score -2.174573e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 161487 members 
Entering Unmasked Estep 
Score: -21745718.000000 Penalty: 5970.318359
	Iteration 157Q: 3 clusters Score -2.174572e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 161456 members 
Entering Unmasked Estep 
Score: -21745716.000000 Penalty: 5970.318359
	Iteration 158Q: 3 clusters Score -2.174572e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 161422 members 
Entering Unmasked Estep 
Score: -21745736.000000 Penalty: 5970.318359
	Iteration 159Q: 3 clusters Score -2.174574e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 161387 members 
Entering Unmasked Estep 
Score: -21745766.000000 Penalty: 5970.318359
	Iteration 160F: 3 clusters Score -2.174577e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 161353 members 
Entering Unmasked Estep 
Score: -21745774.000000 Penalty: 5970.318359
	Iteration 161Q: 3 clusters Score -2.174577e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 161320 members 
Entering Unmasked Estep 
Score: -21745768.000000 Penalty: 5970.318359
	Iteration 162Q: 3 clusters Score -2.174577e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 161289 members 
Entering Unmasked Estep 
Score: -21745784.000000 Penalty: 5970.318359
	Iteration 163Q: 3 clusters Score -2.174578e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 161250 members 
Entering Unmasked Estep 
Score: -21745824.000000 Penalty: 5970.318359
	Iteration 164Q: 3 clusters Score -2.174582e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 161204 members 
Entering Unmasked Estep 
Score: -21745824.000000 Penalty: 5970.318359
	Iteration 165Q: 3 clusters Score -2.174582e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 161174 members 
Entering Unmasked Estep 
Score: -21745842.000000 Penalty: 5970.318359
	Iteration 166Q: 3 clusters Score -2.174584e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 161136 members 
Entering Unmasked Estep 
Score: -21745852.000000 Penalty: 5970.318359
	Iteration 167Q: 3 clusters Score -2.174585e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 161113 members 
Entering Unmasked Estep 
Score: -21745830.000000 Penalty: 5970.318359
	Iteration 168Q: 3 clusters Score -2.174583e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 161087 members 
Entering Unmasked Estep 
Score: -21745820.000000 Penalty: 5970.318359
	Iteration 169Q: 3 clusters Score -2.174582e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 161063 members 
Entering Unmasked Estep 
Score: -21745814.000000 Penalty: 5970.318359
	Iteration 170Q: 3 clusters Score -2.174581e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 161035 members 
Entering Unmasked Estep 
Score: -21745802.000000 Penalty: 5970.318359
	Iteration 171Q: 3 clusters Score -2.17458e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 161008 members 
Entering Unmasked Estep 
Score: -21745808.000000 Penalty: 5970.318359
	Iteration 172Q: 3 clusters Score -2.174581e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 160984 members 
Entering Unmasked Estep 
Score: -21745828.000000 Penalty: 5970.318359
	Iteration 173Q: 3 clusters Score -2.174583e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 160964 members 
Entering Unmasked Estep 
Score: -21745824.000000 Penalty: 5970.318359
	Iteration 174Q: 3 clusters Score -2.174582e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 160943 members 
Entering Unmasked Estep 
Score: -21745808.000000 Penalty: 5970.318359
	Iteration 175Q: 3 clusters Score -2.174581e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 160914 members 
Entering Unmasked Estep 
Score: -21745830.000000 Penalty: 5970.318359
	Iteration 176Q: 3 clusters Score -2.174583e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 160887 members 
Entering Unmasked Estep 
Score: -21745820.000000 Penalty: 5970.318359
	Iteration 177Q: 3 clusters Score -2.174582e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 160860 members 
Entering Unmasked Estep 
Score: -21745820.000000 Penalty: 5970.318359
	Iteration 178Q: 3 clusters Score -2.174582e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 160838 members 
Entering Unmasked Estep 
Score: -21745832.000000 Penalty: 5970.318359
	Iteration 179Q: 3 clusters Score -2.174583e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 160815 members 
Entering Unmasked Estep 
Score: -21745824.000000 Penalty: 5970.318359
	Iteration 180F: 3 clusters Score -2.174582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 160798 members 
Entering Unmasked Estep 
Score: -21745800.000000 Penalty: 5970.318359
	Iteration 181Q: 3 clusters Score -2.17458e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 160778 members 
Entering Unmasked Estep 
Score: -21745814.000000 Penalty: 5970.318359
	Iteration 182Q: 3 clusters Score -2.174581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 160761 members 
Entering Unmasked Estep 
Score: -21745836.000000 Penalty: 5970.318359
	Iteration 183Q: 3 clusters Score -2.174584e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 160743 members 
Entering Unmasked Estep 
Score: -21745818.000000 Penalty: 5970.318359
	Iteration 184Q: 3 clusters Score -2.174582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 160726 members 
Entering Unmasked Estep 
Score: -21745834.000000 Penalty: 5970.318359
	Iteration 185Q: 3 clusters Score -2.174583e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 160708 members 
Entering Unmasked Estep 
Score: -21745828.000000 Penalty: 5970.318359
	Iteration 186Q: 3 clusters Score -2.174583e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 160694 members 
Entering Unmasked Estep 
Score: -21745828.000000 Penalty: 5970.318359
	Iteration 187Q: 3 clusters Score -2.174583e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 160677 members 
Entering Unmasked Estep 
Score: -21745832.000000 Penalty: 5970.318359
	Iteration 188Q: 3 clusters Score -2.174583e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 160661 members 
Entering Unmasked Estep 
Score: -21745826.000000 Penalty: 5970.318359
	Iteration 189Q: 3 clusters Score -2.174583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 160648 members 
Entering Unmasked Estep 
Score: -21745834.000000 Penalty: 5970.318359
	Iteration 190Q: 3 clusters Score -2.174583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 160633 members 
Entering Unmasked Estep 
Score: -21745852.000000 Penalty: 5970.318359
	Iteration 191Q: 3 clusters Score -2.174585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 160628 members 
Entering Unmasked Estep 
Score: -21745868.000000 Penalty: 5970.318359
	Iteration 192Q: 3 clusters Score -2.174587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 160627 members 
Entering Unmasked Estep 
Score: -21745860.000000 Penalty: 5970.318359
	Iteration 193Q: 3 clusters Score -2.174586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 160625 members 
Entering Unmasked Estep 
Score: -21745866.000000 Penalty: 5970.318359
	Iteration 194Q: 3 clusters Score -2.174587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 160621 members 
Entering Unmasked Estep 
Score: -21745860.000000 Penalty: 5970.318359
	Iteration 195Q: 3 clusters Score -2.174586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 160614 members 
Entering Unmasked Estep 
Score: -21745876.000000 Penalty: 5970.318359
	Iteration 196Q: 3 clusters Score -2.174588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 160607 members 
Entering Unmasked Estep 
Score: -21745860.000000 Penalty: 5970.318359
	Iteration 197Q: 3 clusters Score -2.174586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 160599 members 
Entering Unmasked Estep 
Score: -21745860.000000 Penalty: 5970.318359
	Iteration 198Q: 3 clusters Score -2.174586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 160592 members 
Entering Unmasked Estep 
Score: -21745880.000000 Penalty: 5970.318359
	Iteration 199Q: 3 clusters Score -2.174588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 160584 members 
Entering Unmasked Estep 
Score: -21745892.000000 Penalty: 5970.318359
	Iteration 200F: 3 clusters Score -2.174589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 160581 members 
Entering Unmasked Estep 
Score: -21745890.000000 Penalty: 5970.318359
	Iteration 201Q: 3 clusters Score -2.174589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 160577 members 
Entering Unmasked Estep 
Score: -21745888.000000 Penalty: 5970.318359
	Iteration 202Q: 3 clusters Score -2.174589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 160572 members 
Entering Unmasked Estep 
Score: -21745878.000000 Penalty: 5970.318359
	Iteration 203Q: 3 clusters Score -2.174588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 160572 members 
Entering Unmasked Estep 
Score: -21745866.000000 Penalty: 5970.318359
	Iteration 204Q: 3 clusters Score -2.174587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 160570 members 
Entering Unmasked Estep 
Score: -21745858.000000 Penalty: 5970.318359
	Iteration 205Q: 3 clusters Score -2.174586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 160568 members 
Entering Unmasked Estep 
Score: -21745862.000000 Penalty: 5970.318359
	Iteration 206Q: 3 clusters Score -2.174586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 160566 members 
Entering Unmasked Estep 
Score: -21745854.000000 Penalty: 5970.318359
	Iteration 207Q: 3 clusters Score -2.174585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 160566 members 
Entering Unmasked Estep 
Score: -21745854.000000 Penalty: 5970.318359
	Iteration 208F: 3 clusters Score -2.174585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 3 contains 51046 members 
Mstep: Class 4 contains 4839 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 16797 members 
Mstep: Class 7 contains 183065 members 
Mstep: Class 8 contains 10159 members 
Mstep: Class 9 contains 74517 members 
Mstep: Class 10 contains 91321 members 
Mstep: Class 11 contains 4023 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 170552 members 
Mstep: Class 14 contains 8794 members 
Mstep: Class 15 contains 5554 members 
Mstep: Class 16 contains 96931 members 
Mstep: Class 17 contains 7838 members 
Mstep: Class 18 contains 29389 members 
Mstep: Class 19 contains 1219 members 
Mstep: Class 20 contains 8748 members 
Mstep: Class 21 contains 7900 members 
Mstep: Class 22 contains 12026 members 
Mstep: Class 23 contains 35011 members 
Mstep: Class 24 contains 15017 members 
Mstep: Class 25 contains 24697 members 
Mstep: Class 26 contains 25772 members 
Mstep: Class 27 contains 20288 members 
Mstep: Class 28 contains 8323 members 
Mstep: Class 29 contains 10294 members 
Mstep: Class 30 contains 4406 members 
Mstep: Class 31 contains 341 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 11516 members 
Mstep: Class 34 contains 49318 members 
Mstep: Class 35 contains 14336 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 12261 members 
Mstep: Class 39 contains 2084 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 160566 members 
Entering Unmasked Estep 
Score: -150948368.000000 Penalty: 145916.250000
Splitting cluster 5 changes total score from -150947472.000000 to -150948368.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 6 (16797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Entering Unmasked Estep 
Score: -2177505.750000 Penalty: 2412.781006
	Iteration 0F: 2 clusters Score -2177506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2165546.750000 Penalty: 4825.562012
	Iteration 0F: 3 clusters Score -2165547 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2169412.000000 Penalty: 4825.562012
	Iteration 1F: 3 clusters Score -2169412 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2169786.500000 Penalty: 4825.562012
	Iteration 2F: 3 clusters Score -2169786 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2170135.250000 Penalty: 4825.562012
	Iteration 3Q: 3 clusters Score -2170135 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2170492.500000 Penalty: 4825.562012
	Iteration 4Q: 3 clusters Score -2170492 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2170982.500000 Penalty: 4825.562012
	Iteration 5F: 3 clusters Score -2170982 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2171546.000000 Penalty: 4825.562012
	Iteration 6F: 3 clusters Score -2171546 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2172172.750000 Penalty: 4825.562012
	Iteration 7F: 3 clusters Score -2172173 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2172853.000000 Penalty: 4825.562012
	Iteration 8F: 3 clusters Score -2172853 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2173438.500000 Penalty: 4825.562012
	Iteration 9F: 3 clusters Score -2173438 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2173954.750000 Penalty: 4825.562012
	Iteration 10Q: 3 clusters Score -2173955 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2174388.250000 Penalty: 4825.562012
	Iteration 11Q: 3 clusters Score -2174388 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2174739.000000 Penalty: 4825.562012
	Iteration 12Q: 3 clusters Score -2174739 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2175050.750000 Penalty: 4825.562012
	Iteration 13Q: 3 clusters Score -2175051 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2175308.250000 Penalty: 4825.562012
	Iteration 14Q: 3 clusters Score -2175308 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2175541.500000 Penalty: 4825.562012
	Iteration 15Q: 3 clusters Score -2175542 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2175730.750000 Penalty: 4825.562012
	Iteration 16Q: 3 clusters Score -2175731 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2175884.000000 Penalty: 4825.562012
	Iteration 17Q: 3 clusters Score -2175884 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2176019.250000 Penalty: 4825.562012
	Iteration 18Q: 3 clusters Score -2176019 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2176146.250000 Penalty: 4825.562012
	Iteration 19Q: 3 clusters Score -2176146 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2176255.000000 Penalty: 4825.562012
	Iteration 20F: 3 clusters Score -2176255 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2176334.750000 Penalty: 4825.562012
	Iteration 21Q: 3 clusters Score -2176335 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2176412.000000 Penalty: 4825.562012
	Iteration 22Q: 3 clusters Score -2176412 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2176462.750000 Penalty: 4825.562012
	Iteration 23Q: 3 clusters Score -2176463 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2176502.750000 Penalty: 4825.562012
	Iteration 24Q: 3 clusters Score -2176503 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2176532.000000 Penalty: 4825.562012
	Iteration 25Q: 3 clusters Score -2176532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2176550.250000 Penalty: 4825.562012
	Iteration 26Q: 3 clusters Score -2176550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2176564.250000 Penalty: 4825.562012
	Iteration 27Q: 3 clusters Score -2176564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2176578.250000 Penalty: 4825.562012
	Iteration 28Q: 3 clusters Score -2176578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2176582.000000 Penalty: 4825.562012
	Iteration 29Q: 3 clusters Score -2176582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2176587.500000 Penalty: 4825.562012
	Iteration 30Q: 3 clusters Score -2176588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2176592.000000 Penalty: 4825.562012
	Iteration 31Q: 3 clusters Score -2176592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2176595.250000 Penalty: 4825.562012
	Iteration 32Q: 3 clusters Score -2176595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2176600.000000 Penalty: 4825.562012
	Iteration 33Q: 3 clusters Score -2176600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2176599.750000 Penalty: 4825.562012
	Iteration 34Q: 3 clusters Score -2176600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2176607.250000 Penalty: 4825.562012
	Iteration 35Q: 3 clusters Score -2176607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2176609.000000 Penalty: 4825.562012
	Iteration 36Q: 3 clusters Score -2176609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2176609.000000 Penalty: 4825.562012
	Iteration 37Q: 3 clusters Score -2176609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2176607.500000 Penalty: 4825.562012
	Iteration 38Q: 3 clusters Score -2176608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2176608.500000 Penalty: 4825.562012
	Iteration 39Q: 3 clusters Score -2176608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2176608.750000 Penalty: 4825.562012
	Iteration 40F: 3 clusters Score -2176609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2176611.750000 Penalty: 4825.562012
	Iteration 41Q: 3 clusters Score -2176612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2176613.750000 Penalty: 4825.562012
	Iteration 42Q: 3 clusters Score -2176614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2176619.000000 Penalty: 4825.562012
	Iteration 43Q: 3 clusters Score -2176619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2176617.250000 Penalty: 4825.562012
	Iteration 44Q: 3 clusters Score -2176617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2176617.250000 Penalty: 4825.562012
	Iteration 45F: 3 clusters Score -2176617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (183065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183065 members 
Entering Unmasked Estep 
Score: -23470902.000000 Penalty: 3005.164062
	Iteration 0F: 2 clusters Score -2.34709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91759 members 
Mstep: Class 2 contains 91306 members 
Entering Unmasked Estep 
Score: -23349198.000000 Penalty: 6010.328125
	Iteration 0F: 3 clusters Score -2.33492e+07 nChanged 88143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95464 members 
Mstep: Class 2 contains 87601 members 
Entering Unmasked Estep 
Score: -23400632.000000 Penalty: 6010.328125
	Iteration 1F: 3 clusters Score -2.340063e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97722 members 
Mstep: Class 2 contains 85343 members 
Entering Unmasked Estep 
Score: -23401938.000000 Penalty: 6010.328125
	Iteration 2Q: 3 clusters Score -2.340194e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101235 members 
Mstep: Class 2 contains 81830 members 
Entering Unmasked Estep 
Score: -23404086.000000 Penalty: 6010.328125
	Iteration 3Q: 3 clusters Score -2.340409e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106523 members 
Mstep: Class 2 contains 76542 members 
Entering Unmasked Estep 
Score: -23407192.000000 Penalty: 6010.328125
	Iteration 4Q: 3 clusters Score -2.340719e+07 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114364 members 
Mstep: Class 2 contains 68701 members 
Entering Unmasked Estep 
Score: -23412138.000000 Penalty: 6010.328125
	Iteration 5F: 3 clusters Score -2.341214e+07 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124783 members 
Mstep: Class 2 contains 58282 members 
Entering Unmasked Estep 
Score: -23419654.000000 Penalty: 6010.328125
	Iteration 6F: 3 clusters Score -2.341965e+07 nChanged 13122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137213 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -23429480.000000 Penalty: 6010.328125
	Iteration 7F: 3 clusters Score -2.342948e+07 nChanged 13146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150097 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -23440680.000000 Penalty: 6010.328125
	Iteration 8F: 3 clusters Score -2.344068e+07 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161315 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -23450788.000000 Penalty: 6010.328125
	Iteration 9F: 3 clusters Score -2.345079e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169579 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -23457968.000000 Penalty: 6010.328125
	Iteration 10Q: 3 clusters Score -2.345797e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175126 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -23462672.000000 Penalty: 6010.328125
	Iteration 11Q: 3 clusters Score -2.346267e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178489 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -23465488.000000 Penalty: 6010.328125
	Iteration 12Q: 3 clusters Score -2.346549e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180396 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -23466924.000000 Penalty: 6010.328125
	Iteration 13Q: 3 clusters Score -2.346692e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181343 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -23467708.000000 Penalty: 6010.328125
	Iteration 14Q: 3 clusters Score -2.346771e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181789 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -23468112.000000 Penalty: 6010.328125
	Iteration 15Q: 3 clusters Score -2.346811e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182001 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -23468318.000000 Penalty: 6010.328125
	Iteration 16Q: 3 clusters Score -2.346832e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182113 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -23468504.000000 Penalty: 6010.328125
	Iteration 17Q: 3 clusters Score -2.34685e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182183 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -23468642.000000 Penalty: 6010.328125
	Iteration 18Q: 3 clusters Score -2.346864e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182230 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -23468756.000000 Penalty: 6010.328125
	Iteration 19Q: 3 clusters Score -2.346876e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182253 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -23468826.000000 Penalty: 6010.328125
	Iteration 20F: 3 clusters Score -2.346883e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182248 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -23468900.000000 Penalty: 6010.328125
	Iteration 21Q: 3 clusters Score -2.34689e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182241 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -23468970.000000 Penalty: 6010.328125
	Iteration 22Q: 3 clusters Score -2.346897e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182242 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -23468986.000000 Penalty: 6010.328125
	Iteration 23Q: 3 clusters Score -2.346899e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182226 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -23469034.000000 Penalty: 6010.328125
	Iteration 24Q: 3 clusters Score -2.346903e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182222 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -23469012.000000 Penalty: 6010.328125
	Iteration 25Q: 3 clusters Score -2.346901e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182217 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -23469028.000000 Penalty: 6010.328125
	Iteration 26Q: 3 clusters Score -2.346903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182213 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23469048.000000 Penalty: 6010.328125
	Iteration 27Q: 3 clusters Score -2.346905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182205 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -23469048.000000 Penalty: 6010.328125
	Iteration 28Q: 3 clusters Score -2.346905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182199 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -23469052.000000 Penalty: 6010.328125
	Iteration 29Q: 3 clusters Score -2.346905e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182193 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -23469056.000000 Penalty: 6010.328125
	Iteration 30Q: 3 clusters Score -2.346906e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182192 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -23469050.000000 Penalty: 6010.328125
	Iteration 31Q: 3 clusters Score -2.346905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182189 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -23469076.000000 Penalty: 6010.328125
	Iteration 32Q: 3 clusters Score -2.346908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182185 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -23469082.000000 Penalty: 6010.328125
	Iteration 33Q: 3 clusters Score -2.346908e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182175 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -23469096.000000 Penalty: 6010.328125
	Iteration 34Q: 3 clusters Score -2.34691e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182170 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -23469112.000000 Penalty: 6010.328125
	Iteration 35Q: 3 clusters Score -2.346911e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182170 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -23469100.000000 Penalty: 6010.328125
	Iteration 36Q: 3 clusters Score -2.34691e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182169 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -23469114.000000 Penalty: 6010.328125
	Iteration 37Q: 3 clusters Score -2.346911e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182158 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -23469130.000000 Penalty: 6010.328125
	Iteration 38Q: 3 clusters Score -2.346913e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182151 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -23469134.000000 Penalty: 6010.328125
	Iteration 39Q: 3 clusters Score -2.346913e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182138 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -23469152.000000 Penalty: 6010.328125
	Iteration 40F: 3 clusters Score -2.346915e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182128 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -23469160.000000 Penalty: 6010.328125
	Iteration 41Q: 3 clusters Score -2.346916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182119 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -23469182.000000 Penalty: 6010.328125
	Iteration 42Q: 3 clusters Score -2.346918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182109 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -23469202.000000 Penalty: 6010.328125
	Iteration 43Q: 3 clusters Score -2.34692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182103 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -23469210.000000 Penalty: 6010.328125
	Iteration 44Q: 3 clusters Score -2.346921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182098 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -23469214.000000 Penalty: 6010.328125
	Iteration 45Q: 3 clusters Score -2.346921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182088 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -23469228.000000 Penalty: 6010.328125
	Iteration 46Q: 3 clusters Score -2.346923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182080 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -23469222.000000 Penalty: 6010.328125
	Iteration 47Q: 3 clusters Score -2.346922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182070 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -23469258.000000 Penalty: 6010.328125
	Iteration 48Q: 3 clusters Score -2.346926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182066 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -23469272.000000 Penalty: 6010.328125
	Iteration 49Q: 3 clusters Score -2.346927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182057 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -23469272.000000 Penalty: 6010.328125
	Iteration 50Q: 3 clusters Score -2.346927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182045 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -23469294.000000 Penalty: 6010.328125
	Iteration 51Q: 3 clusters Score -2.346929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182039 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -23469306.000000 Penalty: 6010.328125
	Iteration 52Q: 3 clusters Score -2.346931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182032 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -23469290.000000 Penalty: 6010.328125
	Iteration 53Q: 3 clusters Score -2.346929e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182021 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -23469286.000000 Penalty: 6010.328125
	Iteration 54Q: 3 clusters Score -2.346929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182018 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -23469272.000000 Penalty: 6010.328125
	Iteration 55Q: 3 clusters Score -2.346927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182017 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -23469280.000000 Penalty: 6010.328125
	Iteration 56Q: 3 clusters Score -2.346928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182015 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -23469296.000000 Penalty: 6010.328125
	Iteration 57Q: 3 clusters Score -2.34693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182011 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -23469296.000000 Penalty: 6010.328125
	Iteration 58Q: 3 clusters Score -2.34693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182005 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -23469310.000000 Penalty: 6010.328125
	Iteration 59Q: 3 clusters Score -2.346931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182007 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -23469300.000000 Penalty: 6010.328125
	Iteration 60F: 3 clusters Score -2.34693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181999 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -23469296.000000 Penalty: 6010.328125
	Iteration 61Q: 3 clusters Score -2.34693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181992 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -23469310.000000 Penalty: 6010.328125
	Iteration 62Q: 3 clusters Score -2.346931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181984 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -23469312.000000 Penalty: 6010.328125
	Iteration 63Q: 3 clusters Score -2.346931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181980 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -23469304.000000 Penalty: 6010.328125
	Iteration 64Q: 3 clusters Score -2.34693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181976 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -23469324.000000 Penalty: 6010.328125
	Iteration 65Q: 3 clusters Score -2.346932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181975 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -23469314.000000 Penalty: 6010.328125
	Iteration 66Q: 3 clusters Score -2.346931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181975 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -23469326.000000 Penalty: 6010.328125
	Iteration 67Q: 3 clusters Score -2.346933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181974 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -23469330.000000 Penalty: 6010.328125
	Iteration 68Q: 3 clusters Score -2.346933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181972 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -23469346.000000 Penalty: 6010.328125
	Iteration 69Q: 3 clusters Score -2.346935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181969 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -23469324.000000 Penalty: 6010.328125
	Iteration 70Q: 3 clusters Score -2.346932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181967 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -23469338.000000 Penalty: 6010.328125
	Iteration 71Q: 3 clusters Score -2.346934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181966 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -23469334.000000 Penalty: 6010.328125
	Iteration 72Q: 3 clusters Score -2.346933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181965 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -23469336.000000 Penalty: 6010.328125
	Iteration 73Q: 3 clusters Score -2.346934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181964 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -23469332.000000 Penalty: 6010.328125
	Iteration 74Q: 3 clusters Score -2.346933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181964 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -23469332.000000 Penalty: 6010.328125
	Iteration 75F: 3 clusters Score -2.346933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Entering Unmasked Estep 
Score: -1233182.500000 Penalty: 2288.076660
	Iteration 0F: 2 clusters Score -1233182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1225377.250000 Penalty: 4576.153320
	Iteration 0F: 3 clusters Score -1225377 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1227637.125000 Penalty: 4576.153320
	Iteration 1F: 3 clusters Score -1227637 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1227944.125000 Penalty: 4576.153320
	Iteration 2F: 3 clusters Score -1227944 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1228209.125000 Penalty: 4576.153320
	Iteration 3F: 3 clusters Score -1228209 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1228420.000000 Penalty: 4576.153320
	Iteration 4Q: 3 clusters Score -1228420 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1228642.875000 Penalty: 4576.153320
	Iteration 5Q: 3 clusters Score -1228643 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1228899.625000 Penalty: 4576.153320
	Iteration 6Q: 3 clusters Score -1228900 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1229199.750000 Penalty: 4576.153320
	Iteration 7Q: 3 clusters Score -1229200 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1229526.500000 Penalty: 4576.153320
	Iteration 8Q: 3 clusters Score -1229526 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1229810.000000 Penalty: 4576.153320
	Iteration 9Q: 3 clusters Score -1229810 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1230061.625000 Penalty: 4576.153320
	Iteration 10Q: 3 clusters Score -1230062 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1230281.500000 Penalty: 4576.153320
	Iteration 11Q: 3 clusters Score -1230282 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1230466.875000 Penalty: 4576.153320
	Iteration 12Q: 3 clusters Score -1230467 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1230609.000000 Penalty: 4576.153320
	Iteration 13Q: 3 clusters Score -1230609 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1230706.500000 Penalty: 4576.153320
	Iteration 14Q: 3 clusters Score -1230706 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1230780.250000 Penalty: 4576.153320
	Iteration 15Q: 3 clusters Score -1230780 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1230842.750000 Penalty: 4576.153320
	Iteration 16Q: 3 clusters Score -1230843 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1230905.500000 Penalty: 4576.153320
	Iteration 17Q: 3 clusters Score -1230906 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1230949.000000 Penalty: 4576.153320
	Iteration 18Q: 3 clusters Score -1230949 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1230996.750000 Penalty: 4576.153320
	Iteration 19Q: 3 clusters Score -1230997 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1231039.750000 Penalty: 4576.153320
	Iteration 20F: 3 clusters Score -1231040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1231073.250000 Penalty: 4576.153320
	Iteration 21Q: 3 clusters Score -1231073 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1231101.000000 Penalty: 4576.153320
	Iteration 22Q: 3 clusters Score -1231101 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1231124.000000 Penalty: 4576.153320
	Iteration 23Q: 3 clusters Score -1231124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1231148.750000 Penalty: 4576.153320
	Iteration 24Q: 3 clusters Score -1231149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1231174.875000 Penalty: 4576.153320
	Iteration 25Q: 3 clusters Score -1231175 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1231202.750000 Penalty: 4576.153320
	Iteration 26Q: 3 clusters Score -1231203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1231221.625000 Penalty: 4576.153320
	Iteration 27Q: 3 clusters Score -1231222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1231231.375000 Penalty: 4576.153320
	Iteration 28Q: 3 clusters Score -1231231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1231238.750000 Penalty: 4576.153320
	Iteration 29Q: 3 clusters Score -1231239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1231241.125000 Penalty: 4576.153320
	Iteration 30Q: 3 clusters Score -1231241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1231247.625000 Penalty: 4576.153320
	Iteration 31Q: 3 clusters Score -1231248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1231256.250000 Penalty: 4576.153320
	Iteration 32Q: 3 clusters Score -1231256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1231260.875000 Penalty: 4576.153320
	Iteration 33Q: 3 clusters Score -1231261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1231263.625000 Penalty: 4576.153320
	Iteration 34Q: 3 clusters Score -1231264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1231267.625000 Penalty: 4576.153320
	Iteration 35Q: 3 clusters Score -1231268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1231273.000000 Penalty: 4576.153320
	Iteration 36Q: 3 clusters Score -1231273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1231279.000000 Penalty: 4576.153320
	Iteration 37Q: 3 clusters Score -1231279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1231282.875000 Penalty: 4576.153320
	Iteration 38Q: 3 clusters Score -1231283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1231292.000000 Penalty: 4576.153320
	Iteration 39Q: 3 clusters Score -1231292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1231295.250000 Penalty: 4576.153320
	Iteration 40F: 3 clusters Score -1231295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1231304.250000 Penalty: 4576.153320
	Iteration 41Q: 3 clusters Score -1231304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1231312.250000 Penalty: 4576.153320
	Iteration 42Q: 3 clusters Score -1231312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1231323.125000 Penalty: 4576.153320
	Iteration 43Q: 3 clusters Score -1231323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1231331.375000 Penalty: 4576.153320
	Iteration 44Q: 3 clusters Score -1231331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1231338.875000 Penalty: 4576.153320
	Iteration 45Q: 3 clusters Score -1231339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1231342.250000 Penalty: 4576.153320
	Iteration 46Q: 3 clusters Score -1231342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1231345.250000 Penalty: 4576.153320
	Iteration 47Q: 3 clusters Score -1231345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1231347.250000 Penalty: 4576.153320
	Iteration 48Q: 3 clusters Score -1231347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1231351.750000 Penalty: 4576.153320
	Iteration 49Q: 3 clusters Score -1231352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1231351.750000 Penalty: 4576.153320
	Iteration 50Q: 3 clusters Score -1231352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1231357.250000 Penalty: 4576.153320
	Iteration 51Q: 3 clusters Score -1231357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1231360.750000 Penalty: 4576.153320
	Iteration 52Q: 3 clusters Score -1231361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1231360.625000 Penalty: 4576.153320
	Iteration 53Q: 3 clusters Score -1231361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1231363.750000 Penalty: 4576.153320
	Iteration 54Q: 3 clusters Score -1231364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1231368.250000 Penalty: 4576.153320
	Iteration 55Q: 3 clusters Score -1231368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1231368.250000 Penalty: 4576.153320
	Iteration 56Q: 3 clusters Score -1231368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1231368.250000 Penalty: 4576.153320
	Iteration 57F: 3 clusters Score -1231368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74517 members 
Entering Unmasked Estep 
Score: -9552757.000000 Penalty: 2782.258057
	Iteration 0F: 2 clusters Score -9552757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -9503059.000000 Penalty: 5564.516113
	Iteration 0F: 3 clusters Score -9503059 nChanged 34788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -9522789.000000 Penalty: 5564.516113
	Iteration 1F: 3 clusters Score -9522789 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -9523700.000000 Penalty: 5564.516113
	Iteration 2Q: 3 clusters Score -9523700 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -9525107.000000 Penalty: 5564.516113
	Iteration 3Q: 3 clusters Score -9525107 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -9527456.000000 Penalty: 5564.516113
	Iteration 4F: 3 clusters Score -9527456 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -9531282.000000 Penalty: 5564.516113
	Iteration 5F: 3 clusters Score -9531282 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -9536555.000000 Penalty: 5564.516113
	Iteration 6F: 3 clusters Score -9536555 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65565 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -9542383.000000 Penalty: 5564.516113
	Iteration 7F: 3 clusters Score -9542383 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -9546684.000000 Penalty: 5564.516113
	Iteration 8F: 3 clusters Score -9546684 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72271 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -9548807.000000 Penalty: 5564.516113
	Iteration 9Q: 3 clusters Score -9548807 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73298 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9549747.000000 Penalty: 5564.516113
	Iteration 10Q: 3 clusters Score -9549747 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73687 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9550130.000000 Penalty: 5564.516113
	Iteration 11Q: 3 clusters Score -9550130 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9550310.000000 Penalty: 5564.516113
	Iteration 12Q: 3 clusters Score -9550310 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73889 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9550386.000000 Penalty: 5564.516113
	Iteration 13Q: 3 clusters Score -9550386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73910 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9550398.000000 Penalty: 5564.516113
	Iteration 14Q: 3 clusters Score -9550398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73922 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9550408.000000 Penalty: 5564.516113
	Iteration 15Q: 3 clusters Score -9550408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73927 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9550410.000000 Penalty: 5564.516113
	Iteration 16Q: 3 clusters Score -9550410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73931 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9550418.000000 Penalty: 5564.516113
	Iteration 17Q: 3 clusters Score -9550418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73937 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9550418.000000 Penalty: 5564.516113
	Iteration 18Q: 3 clusters Score -9550418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73941 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9550423.000000 Penalty: 5564.516113
	Iteration 19Q: 3 clusters Score -9550423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73948 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9550424.000000 Penalty: 5564.516113
	Iteration 20F: 3 clusters Score -9550424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73956 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9550426.000000 Penalty: 5564.516113
	Iteration 21Q: 3 clusters Score -9550426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9550434.000000 Penalty: 5564.516113
	Iteration 22Q: 3 clusters Score -9550434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73957 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9550427.000000 Penalty: 5564.516113
	Iteration 23Q: 3 clusters Score -9550427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9550433.000000 Penalty: 5564.516113
	Iteration 24Q: 3 clusters Score -9550433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9550433.000000 Penalty: 5564.516113
	Iteration 25F: 3 clusters Score -9550433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (91321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91321 members 
Entering Unmasked Estep 
Score: -10959154.000000 Penalty: 2832.689697
	Iteration 0F: 2 clusters Score -1.095915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -10898076.000000 Penalty: 5665.379395
	Iteration 0F: 3 clusters Score -1.089808e+07 nChanged 43192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -10922818.000000 Penalty: 5665.379395
	Iteration 1F: 3 clusters Score -1.092282e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -10923833.000000 Penalty: 5665.379395
	Iteration 2Q: 3 clusters Score -1.092383e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -10925410.000000 Penalty: 5665.379395
	Iteration 3Q: 3 clusters Score -1.092541e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -10927625.000000 Penalty: 5665.379395
	Iteration 4Q: 3 clusters Score -1.092762e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -10930600.000000 Penalty: 5665.379395
	Iteration 5F: 3 clusters Score -1.09306e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 58211 members 
Entering Unmasked Estep 
Score: -10934322.000000 Penalty: 5665.379395
	Iteration 6F: 3 clusters Score -1.093432e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 62178 members 
Entering Unmasked Estep 
Score: -10938506.000000 Penalty: 5665.379395
	Iteration 7F: 3 clusters Score -1.093851e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
Score: -10942538.000000 Penalty: 5665.379395
	Iteration 8F: 3 clusters Score -1.094254e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 70075 members 
Entering Unmasked Estep 
Score: -10946226.000000 Penalty: 5665.379395
	Iteration 9F: 3 clusters Score -1.094623e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 73340 members 
Entering Unmasked Estep 
Score: -10949071.000000 Penalty: 5665.379395
	Iteration 10Q: 3 clusters Score -1.094907e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 76040 members 
Entering Unmasked Estep 
Score: -10950923.000000 Penalty: 5665.379395
	Iteration 11Q: 3 clusters Score -1.095092e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 78356 members 
Entering Unmasked Estep 
Score: -10952363.000000 Penalty: 5665.379395
	Iteration 12Q: 3 clusters Score -1.095236e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 80325 members 
Entering Unmasked Estep 
Score: -10953423.000000 Penalty: 5665.379395
	Iteration 13Q: 3 clusters Score -1.095342e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 81996 members 
Entering Unmasked Estep 
Score: -10954223.000000 Penalty: 5665.379395
	Iteration 14Q: 3 clusters Score -1.095422e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 83429 members 
Entering Unmasked Estep 
Score: -10954878.000000 Penalty: 5665.379395
	Iteration 15Q: 3 clusters Score -1.095488e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 84621 members 
Entering Unmasked Estep 
Score: -10955483.000000 Penalty: 5665.379395
	Iteration 16Q: 3 clusters Score -1.095548e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 85530 members 
Entering Unmasked Estep 
Score: -10955961.000000 Penalty: 5665.379395
	Iteration 17Q: 3 clusters Score -1.095596e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 86243 members 
Entering Unmasked Estep 
Score: -10956253.000000 Penalty: 5665.379395
	Iteration 18Q: 3 clusters Score -1.095625e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 86769 members 
Entering Unmasked Estep 
Score: -10956479.000000 Penalty: 5665.379395
	Iteration 19Q: 3 clusters Score -1.095648e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 87163 members 
Entering Unmasked Estep 
Score: -10956609.000000 Penalty: 5665.379395
	Iteration 20F: 3 clusters Score -1.095661e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 87473 members 
Entering Unmasked Estep 
Score: -10956722.000000 Penalty: 5665.379395
	Iteration 21Q: 3 clusters Score -1.095672e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 87727 members 
Entering Unmasked Estep 
Score: -10956813.000000 Penalty: 5665.379395
	Iteration 22Q: 3 clusters Score -1.095681e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 87955 members 
Entering Unmasked Estep 
Score: -10956892.000000 Penalty: 5665.379395
	Iteration 23Q: 3 clusters Score -1.095689e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 88137 members 
Entering Unmasked Estep 
Score: -10956956.000000 Penalty: 5665.379395
	Iteration 24Q: 3 clusters Score -1.095696e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 88270 members 
Entering Unmasked Estep 
Score: -10957007.000000 Penalty: 5665.379395
	Iteration 25Q: 3 clusters Score -1.095701e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 88377 members 
Entering Unmasked Estep 
Score: -10957036.000000 Penalty: 5665.379395
	Iteration 26Q: 3 clusters Score -1.095704e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 88472 members 
Entering Unmasked Estep 
Score: -10957054.000000 Penalty: 5665.379395
	Iteration 27Q: 3 clusters Score -1.095705e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 88554 members 
Entering Unmasked Estep 
Score: -10957080.000000 Penalty: 5665.379395
	Iteration 28Q: 3 clusters Score -1.095708e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 88628 members 
Entering Unmasked Estep 
Score: -10957112.000000 Penalty: 5665.379395
	Iteration 29Q: 3 clusters Score -1.095711e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 88697 members 
Entering Unmasked Estep 
Score: -10957130.000000 Penalty: 5665.379395
	Iteration 30Q: 3 clusters Score -1.095713e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 88757 members 
Entering Unmasked Estep 
Score: -10957129.000000 Penalty: 5665.379395
	Iteration 31Q: 3 clusters Score -1.095713e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -10957156.000000 Penalty: 5665.379395
	Iteration 32Q: 3 clusters Score -1.095716e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 88839 members 
Entering Unmasked Estep 
Score: -10957162.000000 Penalty: 5665.379395
	Iteration 33Q: 3 clusters Score -1.095716e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 88875 members 
Entering Unmasked Estep 
Score: -10957167.000000 Penalty: 5665.379395
	Iteration 34Q: 3 clusters Score -1.095717e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 88911 members 
Entering Unmasked Estep 
Score: -10957202.000000 Penalty: 5665.379395
	Iteration 35Q: 3 clusters Score -1.09572e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 88940 members 
Entering Unmasked Estep 
Score: -10957231.000000 Penalty: 5665.379395
	Iteration 36Q: 3 clusters Score -1.095723e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 88973 members 
Entering Unmasked Estep 
Score: -10957244.000000 Penalty: 5665.379395
	Iteration 37Q: 3 clusters Score -1.095724e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 89001 members 
Entering Unmasked Estep 
Score: -10957252.000000 Penalty: 5665.379395
	Iteration 38Q: 3 clusters Score -1.095725e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -10957280.000000 Penalty: 5665.379395
	Iteration 39Q: 3 clusters Score -1.095728e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 89044 members 
Entering Unmasked Estep 
Score: -10957280.000000 Penalty: 5665.379395
	Iteration 40F: 3 clusters Score -1.095728e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 89069 members 
Entering Unmasked Estep 
Score: -10957301.000000 Penalty: 5665.379395
	Iteration 41Q: 3 clusters Score -1.09573e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 89087 members 
Entering Unmasked Estep 
Score: -10957306.000000 Penalty: 5665.379395
	Iteration 42Q: 3 clusters Score -1.095731e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 89090 members 
Entering Unmasked Estep 
Score: -10957319.000000 Penalty: 5665.379395
	Iteration 43Q: 3 clusters Score -1.095732e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 89105 members 
Entering Unmasked Estep 
Score: -10957341.000000 Penalty: 5665.379395
	Iteration 44Q: 3 clusters Score -1.095734e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 89124 members 
Entering Unmasked Estep 
Score: -10957371.000000 Penalty: 5665.379395
	Iteration 45Q: 3 clusters Score -1.095737e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 89146 members 
Entering Unmasked Estep 
Score: -10957382.000000 Penalty: 5665.379395
	Iteration 46Q: 3 clusters Score -1.095738e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 89170 members 
Entering Unmasked Estep 
Score: -10957409.000000 Penalty: 5665.379395
	Iteration 47Q: 3 clusters Score -1.095741e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 89198 members 
Entering Unmasked Estep 
Score: -10957435.000000 Penalty: 5665.379395
	Iteration 48Q: 3 clusters Score -1.095744e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 89231 members 
Entering Unmasked Estep 
Score: -10957490.000000 Penalty: 5665.379395
	Iteration 49Q: 3 clusters Score -1.095749e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 89249 members 
Entering Unmasked Estep 
Score: -10957542.000000 Penalty: 5665.379395
	Iteration 50Q: 3 clusters Score -1.095754e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 89268 members 
Entering Unmasked Estep 
Score: -10957592.000000 Penalty: 5665.379395
	Iteration 51Q: 3 clusters Score -1.095759e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 89271 members 
Entering Unmasked Estep 
Score: -10957644.000000 Penalty: 5665.379395
	Iteration 52Q: 3 clusters Score -1.095764e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 89295 members 
Entering Unmasked Estep 
Score: -10957672.000000 Penalty: 5665.379395
	Iteration 53Q: 3 clusters Score -1.095767e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 89302 members 
Entering Unmasked Estep 
Score: -10957686.000000 Penalty: 5665.379395
	Iteration 54Q: 3 clusters Score -1.095769e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 89316 members 
Entering Unmasked Estep 
Score: -10957715.000000 Penalty: 5665.379395
	Iteration 55Q: 3 clusters Score -1.095772e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 89328 members 
Entering Unmasked Estep 
Score: -10957736.000000 Penalty: 5665.379395
	Iteration 56Q: 3 clusters Score -1.095774e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 89325 members 
Entering Unmasked Estep 
Score: -10957764.000000 Penalty: 5665.379395
	Iteration 57Q: 3 clusters Score -1.095776e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 89319 members 
Entering Unmasked Estep 
Score: -10957766.000000 Penalty: 5665.379395
	Iteration 58Q: 3 clusters Score -1.095777e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 89311 members 
Entering Unmasked Estep 
Score: -10957782.000000 Penalty: 5665.379395
	Iteration 59Q: 3 clusters Score -1.095778e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 89310 members 
Entering Unmasked Estep 
Score: -10957809.000000 Penalty: 5665.379395
	Iteration 60F: 3 clusters Score -1.095781e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 89299 members 
Entering Unmasked Estep 
Score: -10957837.000000 Penalty: 5665.379395
	Iteration 61Q: 3 clusters Score -1.095784e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 89286 members 
Entering Unmasked Estep 
Score: -10957848.000000 Penalty: 5665.379395
	Iteration 62Q: 3 clusters Score -1.095785e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 89274 members 
Entering Unmasked Estep 
Score: -10957845.000000 Penalty: 5665.379395
	Iteration 63Q: 3 clusters Score -1.095784e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 89261 members 
Entering Unmasked Estep 
Score: -10957867.000000 Penalty: 5665.379395
	Iteration 64Q: 3 clusters Score -1.095787e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 89255 members 
Entering Unmasked Estep 
Score: -10957871.000000 Penalty: 5665.379395
	Iteration 65Q: 3 clusters Score -1.095787e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 89251 members 
Entering Unmasked Estep 
Score: -10957882.000000 Penalty: 5665.379395
	Iteration 66Q: 3 clusters Score -1.095788e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 89249 members 
Entering Unmasked Estep 
Score: -10957879.000000 Penalty: 5665.379395
	Iteration 67Q: 3 clusters Score -1.095788e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 89250 members 
Entering Unmasked Estep 
Score: -10957871.000000 Penalty: 5665.379395
	Iteration 68Q: 3 clusters Score -1.095787e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 89249 members 
Entering Unmasked Estep 
Score: -10957876.000000 Penalty: 5665.379395
	Iteration 69Q: 3 clusters Score -1.095788e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 89254 members 
Entering Unmasked Estep 
Score: -10957877.000000 Penalty: 5665.379395
	Iteration 70Q: 3 clusters Score -1.095788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 89258 members 
Entering Unmasked Estep 
Score: -10957886.000000 Penalty: 5665.379395
	Iteration 71Q: 3 clusters Score -1.095789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 89260 members 
Entering Unmasked Estep 
Score: -10957887.000000 Penalty: 5665.379395
	Iteration 72Q: 3 clusters Score -1.095789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 89261 members 
Entering Unmasked Estep 
Score: -10957893.000000 Penalty: 5665.379395
	Iteration 73Q: 3 clusters Score -1.095789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 89265 members 
Entering Unmasked Estep 
Score: -10957890.000000 Penalty: 5665.379395
	Iteration 74Q: 3 clusters Score -1.095789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 89266 members 
Entering Unmasked Estep 
Score: -10957887.000000 Penalty: 5665.379395
	Iteration 75Q: 3 clusters Score -1.095789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 89264 members 
Entering Unmasked Estep 
Score: -10957902.000000 Penalty: 5665.379395
	Iteration 76Q: 3 clusters Score -1.09579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 89266 members 
Entering Unmasked Estep 
Score: -10957900.000000 Penalty: 5665.379395
	Iteration 77Q: 3 clusters Score -1.09579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 89269 members 
Entering Unmasked Estep 
Score: -10957901.000000 Penalty: 5665.379395
	Iteration 78Q: 3 clusters Score -1.09579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 89272 members 
Entering Unmasked Estep 
Score: -10957889.000000 Penalty: 5665.379395
	Iteration 79Q: 3 clusters Score -1.095789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 89276 members 
Entering Unmasked Estep 
Score: -10957893.000000 Penalty: 5665.379395
	Iteration 80F: 3 clusters Score -1.095789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 89274 members 
Entering Unmasked Estep 
Score: -10957897.000000 Penalty: 5665.379395
	Iteration 81Q: 3 clusters Score -1.09579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 89273 members 
Entering Unmasked Estep 
Score: -10957894.000000 Penalty: 5665.379395
	Iteration 82Q: 3 clusters Score -1.095789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 89274 members 
Entering Unmasked Estep 
Score: -10957896.000000 Penalty: 5665.379395
	Iteration 83Q: 3 clusters Score -1.09579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -10957902.000000 Penalty: 5665.379395
	Iteration 84Q: 3 clusters Score -1.09579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 89276 members 
Entering Unmasked Estep 
Score: -10957903.000000 Penalty: 5665.379395
	Iteration 85Q: 3 clusters Score -1.09579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -10957896.000000 Penalty: 5665.379395
	Iteration 86Q: 3 clusters Score -1.09579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 89276 members 
Entering Unmasked Estep 
Score: -10957896.000000 Penalty: 5665.379395
	Iteration 87Q: 3 clusters Score -1.09579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 89280 members 
Entering Unmasked Estep 
Score: -10957896.000000 Penalty: 5665.379395
	Iteration 88Q: 3 clusters Score -1.09579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 89279 members 
Entering Unmasked Estep 
Score: -10957889.000000 Penalty: 5665.379395
	Iteration 89Q: 3 clusters Score -1.095789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 89281 members 
Entering Unmasked Estep 
Score: -10957901.000000 Penalty: 5665.379395
	Iteration 90Q: 3 clusters Score -1.09579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 89281 members 
Entering Unmasked Estep 
Score: -10957898.000000 Penalty: 5665.379395
	Iteration 91Q: 3 clusters Score -1.09579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 89282 members 
Entering Unmasked Estep 
Score: -10957906.000000 Penalty: 5665.379395
	Iteration 92Q: 3 clusters Score -1.095791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 89280 members 
Entering Unmasked Estep 
Score: -10957910.000000 Penalty: 5665.379395
	Iteration 93Q: 3 clusters Score -1.095791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 89278 members 
Entering Unmasked Estep 
Score: -10957912.000000 Penalty: 5665.379395
	Iteration 94Q: 3 clusters Score -1.095791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 89277 members 
Entering Unmasked Estep 
Score: -10957915.000000 Penalty: 5665.379395
	Iteration 95Q: 3 clusters Score -1.095792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 89276 members 
Entering Unmasked Estep 
Score: -10957912.000000 Penalty: 5665.379395
	Iteration 96Q: 3 clusters Score -1.095791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 89276 members 
Entering Unmasked Estep 
Score: -10957912.000000 Penalty: 5665.379395
	Iteration 97F: 3 clusters Score -1.095791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Entering Unmasked Estep 
Score: -461927.156250 Penalty: 2058.346191
	Iteration 0F: 2 clusters Score -461927.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -458059.125000 Penalty: 4116.692383
	Iteration 0F: 3 clusters Score -458059.1 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -459023.250000 Penalty: 4116.692383
	Iteration 1F: 3 clusters Score -459023.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -459274.125000 Penalty: 4116.692383
	Iteration 2F: 3 clusters Score -459274.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -459470.718750 Penalty: 4116.692383
	Iteration 3F: 3 clusters Score -459470.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -459692.781250 Penalty: 4116.692383
	Iteration 4Q: 3 clusters Score -459692.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -459926.781250 Penalty: 4116.692383
	Iteration 5Q: 3 clusters Score -459926.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -460232.625000 Penalty: 4116.692383
	Iteration 6Q: 3 clusters Score -460232.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -460519.906250 Penalty: 4116.692383
	Iteration 7Q: 3 clusters Score -460519.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -460775.000000 Penalty: 4116.692383
	Iteration 8Q: 3 clusters Score -460775 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -460990.656250 Penalty: 4116.692383
	Iteration 9Q: 3 clusters Score -460990.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -461172.312500 Penalty: 4116.692383
	Iteration 10Q: 3 clusters Score -461172.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -461331.531250 Penalty: 4116.692383
	Iteration 11Q: 3 clusters Score -461331.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -461449.812500 Penalty: 4116.692383
	Iteration 12Q: 3 clusters Score -461449.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -461511.312500 Penalty: 4116.692383
	Iteration 13Q: 3 clusters Score -461511.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -461559.375000 Penalty: 4116.692383
	Iteration 14Q: 3 clusters Score -461559.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -461594.312500 Penalty: 4116.692383
	Iteration 15Q: 3 clusters Score -461594.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -461626.187500 Penalty: 4116.692383
	Iteration 16Q: 3 clusters Score -461626.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -461662.968750 Penalty: 4116.692383
	Iteration 17Q: 3 clusters Score -461663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -461688.562500 Penalty: 4116.692383
	Iteration 18Q: 3 clusters Score -461688.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -461707.781250 Penalty: 4116.692383
	Iteration 19Q: 3 clusters Score -461707.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -461723.343750 Penalty: 4116.692383
	Iteration 20F: 3 clusters Score -461723.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -461735.531250 Penalty: 4116.692383
	Iteration 21Q: 3 clusters Score -461735.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -461754.437500 Penalty: 4116.692383
	Iteration 22Q: 3 clusters Score -461754.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -461780.937500 Penalty: 4116.692383
	Iteration 23Q: 3 clusters Score -461780.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -461811.875000 Penalty: 4116.692383
	Iteration 24Q: 3 clusters Score -461811.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -461836.375000 Penalty: 4116.692383
	Iteration 25Q: 3 clusters Score -461836.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -461849.875000 Penalty: 4116.692383
	Iteration 26Q: 3 clusters Score -461849.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -461856.000000 Penalty: 4116.692383
	Iteration 27Q: 3 clusters Score -461856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -461860.156250 Penalty: 4116.692383
	Iteration 28Q: 3 clusters Score -461860.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -461862.843750 Penalty: 4116.692383
	Iteration 29Q: 3 clusters Score -461862.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -461865.062500 Penalty: 4116.692383
	Iteration 30Q: 3 clusters Score -461865.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -461868.500000 Penalty: 4116.692383
	Iteration 31Q: 3 clusters Score -461868.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -461872.937500 Penalty: 4116.692383
	Iteration 32Q: 3 clusters Score -461872.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -461878.531250 Penalty: 4116.692383
	Iteration 33Q: 3 clusters Score -461878.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -461880.875000 Penalty: 4116.692383
	Iteration 34Q: 3 clusters Score -461880.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -461883.500000 Penalty: 4116.692383
	Iteration 35Q: 3 clusters Score -461883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -461884.593750 Penalty: 4116.692383
	Iteration 36Q: 3 clusters Score -461884.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -461885.812500 Penalty: 4116.692383
	Iteration 37Q: 3 clusters Score -461885.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -461885.812500 Penalty: 4116.692383
	Iteration 38F: 3 clusters Score -461885.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Entering Unmasked Estep 
Score: -1244862.125000 Penalty: 2286.950928
	Iteration 0F: 2 clusters Score -1244862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1237066.125000 Penalty: 4573.901855
	Iteration 0F: 3 clusters Score -1237066 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1239275.000000 Penalty: 4573.901855
	Iteration 1F: 3 clusters Score -1239275 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1239628.875000 Penalty: 4573.901855
	Iteration 2F: 3 clusters Score -1239629 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1239907.625000 Penalty: 4573.901855
	Iteration 3F: 3 clusters Score -1239908 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1240106.250000 Penalty: 4573.901855
	Iteration 4Q: 3 clusters Score -1240106 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1240278.000000 Penalty: 4573.901855
	Iteration 5Q: 3 clusters Score -1240278 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1240448.375000 Penalty: 4573.901855
	Iteration 6Q: 3 clusters Score -1240448 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1240561.750000 Penalty: 4573.901855
	Iteration 7Q: 3 clusters Score -1240562 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1240678.375000 Penalty: 4573.901855
	Iteration 8Q: 3 clusters Score -1240678 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1240764.375000 Penalty: 4573.901855
	Iteration 9Q: 3 clusters Score -1240764 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1240855.000000 Penalty: 4573.901855
	Iteration 10Q: 3 clusters Score -1240855 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1240921.750000 Penalty: 4573.901855
	Iteration 11Q: 3 clusters Score -1240922 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1240995.125000 Penalty: 4573.901855
	Iteration 12Q: 3 clusters Score -1240995 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1241063.625000 Penalty: 4573.901855
	Iteration 13Q: 3 clusters Score -1241064 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1241147.500000 Penalty: 4573.901855
	Iteration 14Q: 3 clusters Score -1241148 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1241232.875000 Penalty: 4573.901855
	Iteration 15Q: 3 clusters Score -1241233 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1241309.125000 Penalty: 4573.901855
	Iteration 16Q: 3 clusters Score -1241309 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1241398.625000 Penalty: 4573.901855
	Iteration 17Q: 3 clusters Score -1241399 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1241461.750000 Penalty: 4573.901855
	Iteration 18Q: 3 clusters Score -1241462 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1241529.500000 Penalty: 4573.901855
	Iteration 19Q: 3 clusters Score -1241530 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1241582.875000 Penalty: 4573.901855
	Iteration 20F: 3 clusters Score -1241583 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1241629.750000 Penalty: 4573.901855
	Iteration 21Q: 3 clusters Score -1241630 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1241669.625000 Penalty: 4573.901855
	Iteration 22Q: 3 clusters Score -1241670 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1241706.000000 Penalty: 4573.901855
	Iteration 23Q: 3 clusters Score -1241706 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1241730.500000 Penalty: 4573.901855
	Iteration 24Q: 3 clusters Score -1241730 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1241749.500000 Penalty: 4573.901855
	Iteration 25Q: 3 clusters Score -1241750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1241771.375000 Penalty: 4573.901855
	Iteration 26Q: 3 clusters Score -1241771 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1241788.750000 Penalty: 4573.901855
	Iteration 27Q: 3 clusters Score -1241789 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1241807.000000 Penalty: 4573.901855
	Iteration 28Q: 3 clusters Score -1241807 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1241824.875000 Penalty: 4573.901855
	Iteration 29Q: 3 clusters Score -1241825 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1241847.375000 Penalty: 4573.901855
	Iteration 30Q: 3 clusters Score -1241847 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1241869.875000 Penalty: 4573.901855
	Iteration 31Q: 3 clusters Score -1241870 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1241883.000000 Penalty: 4573.901855
	Iteration 32Q: 3 clusters Score -1241883 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1241905.250000 Penalty: 4573.901855
	Iteration 33Q: 3 clusters Score -1241905 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1241926.375000 Penalty: 4573.901855
	Iteration 34Q: 3 clusters Score -1241926 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1241944.125000 Penalty: 4573.901855
	Iteration 35Q: 3 clusters Score -1241944 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1241963.875000 Penalty: 4573.901855
	Iteration 36Q: 3 clusters Score -1241964 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1241983.125000 Penalty: 4573.901855
	Iteration 37Q: 3 clusters Score -1241983 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1242002.750000 Penalty: 4573.901855
	Iteration 38Q: 3 clusters Score -1242003 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1242022.125000 Penalty: 4573.901855
	Iteration 39Q: 3 clusters Score -1242022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1242054.375000 Penalty: 4573.901855
	Iteration 40F: 3 clusters Score -1242054 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1242093.000000 Penalty: 4573.901855
	Iteration 41Q: 3 clusters Score -1242093 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1242120.000000 Penalty: 4573.901855
	Iteration 42Q: 3 clusters Score -1242120 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1242146.500000 Penalty: 4573.901855
	Iteration 43Q: 3 clusters Score -1242146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1242170.125000 Penalty: 4573.901855
	Iteration 44Q: 3 clusters Score -1242170 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1242205.875000 Penalty: 4573.901855
	Iteration 45Q: 3 clusters Score -1242206 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1242241.875000 Penalty: 4573.901855
	Iteration 46Q: 3 clusters Score -1242242 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1242280.000000 Penalty: 4573.901855
	Iteration 47Q: 3 clusters Score -1242280 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1242330.250000 Penalty: 4573.901855
	Iteration 48Q: 3 clusters Score -1242330 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1242382.000000 Penalty: 4573.901855
	Iteration 49Q: 3 clusters Score -1242382 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1242428.375000 Penalty: 4573.901855
	Iteration 50Q: 3 clusters Score -1242428 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1242468.625000 Penalty: 4573.901855
	Iteration 51Q: 3 clusters Score -1242469 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1242502.125000 Penalty: 4573.901855
	Iteration 52Q: 3 clusters Score -1242502 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1242533.875000 Penalty: 4573.901855
	Iteration 53Q: 3 clusters Score -1242534 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1242575.375000 Penalty: 4573.901855
	Iteration 54Q: 3 clusters Score -1242575 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1242617.625000 Penalty: 4573.901855
	Iteration 55Q: 3 clusters Score -1242618 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1242663.875000 Penalty: 4573.901855
	Iteration 56Q: 3 clusters Score -1242664 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1242704.250000 Penalty: 4573.901855
	Iteration 57Q: 3 clusters Score -1242704 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1242735.750000 Penalty: 4573.901855
	Iteration 58Q: 3 clusters Score -1242736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1242758.500000 Penalty: 4573.901855
	Iteration 59Q: 3 clusters Score -1242758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1242782.750000 Penalty: 4573.901855
	Iteration 60F: 3 clusters Score -1242783 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1242806.875000 Penalty: 4573.901855
	Iteration 61Q: 3 clusters Score -1242807 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1242823.000000 Penalty: 4573.901855
	Iteration 62Q: 3 clusters Score -1242823 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1242835.875000 Penalty: 4573.901855
	Iteration 63Q: 3 clusters Score -1242836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1242841.750000 Penalty: 4573.901855
	Iteration 64Q: 3 clusters Score -1242842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1242848.875000 Penalty: 4573.901855
	Iteration 65Q: 3 clusters Score -1242849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1242858.250000 Penalty: 4573.901855
	Iteration 66Q: 3 clusters Score -1242858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1242868.750000 Penalty: 4573.901855
	Iteration 67Q: 3 clusters Score -1242869 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1242889.000000 Penalty: 4573.901855
	Iteration 68Q: 3 clusters Score -1242889 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1242900.750000 Penalty: 4573.901855
	Iteration 69Q: 3 clusters Score -1242901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1242911.500000 Penalty: 4573.901855
	Iteration 70Q: 3 clusters Score -1242912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1242915.750000 Penalty: 4573.901855
	Iteration 71Q: 3 clusters Score -1242916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1242921.750000 Penalty: 4573.901855
	Iteration 72Q: 3 clusters Score -1242922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1242929.125000 Penalty: 4573.901855
	Iteration 73Q: 3 clusters Score -1242929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1242936.125000 Penalty: 4573.901855
	Iteration 74Q: 3 clusters Score -1242936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1242936.375000 Penalty: 4573.901855
	Iteration 75Q: 3 clusters Score -1242936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1242938.125000 Penalty: 4573.901855
	Iteration 76Q: 3 clusters Score -1242938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1242938.250000 Penalty: 4573.901855
	Iteration 77Q: 3 clusters Score -1242938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1242940.250000 Penalty: 4573.901855
	Iteration 78Q: 3 clusters Score -1242940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1242941.000000 Penalty: 4573.901855
	Iteration 79Q: 3 clusters Score -1242941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1242943.375000 Penalty: 4573.901855
	Iteration 80F: 3 clusters Score -1242943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1242944.875000 Penalty: 4573.901855
	Iteration 81Q: 3 clusters Score -1242945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1242945.375000 Penalty: 4573.901855
	Iteration 82Q: 3 clusters Score -1242945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1242946.375000 Penalty: 4573.901855
	Iteration 83Q: 3 clusters Score -1242946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1242949.000000 Penalty: 4573.901855
	Iteration 84Q: 3 clusters Score -1242949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1242953.750000 Penalty: 4573.901855
	Iteration 85Q: 3 clusters Score -1242954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1242952.250000 Penalty: 4573.901855
	Iteration 86Q: 3 clusters Score -1242952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1242953.125000 Penalty: 4573.901855
	Iteration 87Q: 3 clusters Score -1242953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1242952.625000 Penalty: 4573.901855
	Iteration 88Q: 3 clusters Score -1242953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1242952.625000 Penalty: 4573.901855
	Iteration 89F: 3 clusters Score -1242953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (170552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170552 members 
Entering Unmasked Estep 
Score: -22077436.000000 Penalty: 2987.605469
	Iteration 0F: 2 clusters Score -2.207744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85489 members 
Mstep: Class 2 contains 85063 members 
Entering Unmasked Estep 
Score: -21968962.000000 Penalty: 5975.210938
	Iteration 0F: 3 clusters Score -2.196896e+07 nChanged 81676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88767 members 
Mstep: Class 2 contains 81785 members 
Entering Unmasked Estep 
Score: -22015632.000000 Penalty: 5975.210938
	Iteration 1F: 3 clusters Score -2.201563e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90941 members 
Mstep: Class 2 contains 79611 members 
Entering Unmasked Estep 
Score: -22016548.000000 Penalty: 5975.210938
	Iteration 2Q: 3 clusters Score -2.201655e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94493 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -22018052.000000 Penalty: 5975.210938
	Iteration 3Q: 3 clusters Score -2.201805e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99991 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
Score: -22020332.000000 Penalty: 5975.210938
	Iteration 4Q: 3 clusters Score -2.202033e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108355 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -22024370.000000 Penalty: 5975.210938
	Iteration 5F: 3 clusters Score -2.202437e+07 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120288 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -22032378.000000 Penalty: 5975.210938
	Iteration 6F: 3 clusters Score -2.203238e+07 nChanged 14801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134887 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -22043764.000000 Penalty: 5975.210938
	Iteration 7F: 3 clusters Score -2.204376e+07 nChanged 14285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149080 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -22056454.000000 Penalty: 5975.210938
	Iteration 8F: 3 clusters Score -2.205645e+07 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159747 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -22066488.000000 Penalty: 5975.210938
	Iteration 9F: 3 clusters Score -2.206649e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165905 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -22071630.000000 Penalty: 5975.210938
	Iteration 10Q: 3 clusters Score -2.207163e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168632 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -22073662.000000 Penalty: 5975.210938
	Iteration 11Q: 3 clusters Score -2.207366e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169608 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -22074228.000000 Penalty: 5975.210938
	Iteration 12Q: 3 clusters Score -2.207423e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169941 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -22074556.000000 Penalty: 5975.210938
	Iteration 13Q: 3 clusters Score -2.207456e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170071 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -22074702.000000 Penalty: 5975.210938
	Iteration 14Q: 3 clusters Score -2.20747e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170127 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -22074786.000000 Penalty: 5975.210938
	Iteration 15Q: 3 clusters Score -2.207479e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170149 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -22074838.000000 Penalty: 5975.210938
	Iteration 16Q: 3 clusters Score -2.207484e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170168 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22074900.000000 Penalty: 5975.210938
	Iteration 17Q: 3 clusters Score -2.20749e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170167 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -22074900.000000 Penalty: 5975.210938
	Iteration 18Q: 3 clusters Score -2.20749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170168 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22074902.000000 Penalty: 5975.210938
	Iteration 19Q: 3 clusters Score -2.20749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170171 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -22074930.000000 Penalty: 5975.210938
	Iteration 20F: 3 clusters Score -2.207493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170171 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -22074926.000000 Penalty: 5975.210938
	Iteration 21Q: 3 clusters Score -2.207493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170173 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -22074932.000000 Penalty: 5975.210938
	Iteration 22Q: 3 clusters Score -2.207493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170175 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -22074938.000000 Penalty: 5975.210938
	Iteration 23Q: 3 clusters Score -2.207494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170176 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -22074930.000000 Penalty: 5975.210938
	Iteration 24Q: 3 clusters Score -2.207493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170177 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -22074936.000000 Penalty: 5975.210938
	Iteration 25Q: 3 clusters Score -2.207494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170177 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -22074936.000000 Penalty: 5975.210938
	Iteration 26F: 3 clusters Score -2.207494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Entering Unmasked Estep 
Score: -1108051.000000 Penalty: 2252.292725
	Iteration 0F: 2 clusters Score -1108051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1101072.000000 Penalty: 4504.585449
	Iteration 0F: 3 clusters Score -1101072 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1103053.125000 Penalty: 4504.585449
	Iteration 1F: 3 clusters Score -1103053 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1103356.250000 Penalty: 4504.585449
	Iteration 2F: 3 clusters Score -1103356 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1103632.250000 Penalty: 4504.585449
	Iteration 3F: 3 clusters Score -1103632 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1103913.625000 Penalty: 4504.585449
	Iteration 4F: 3 clusters Score -1103914 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1104179.000000 Penalty: 4504.585449
	Iteration 5Q: 3 clusters Score -1104179 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1104443.500000 Penalty: 4504.585449
	Iteration 6Q: 3 clusters Score -1104444 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1104686.125000 Penalty: 4504.585449
	Iteration 7Q: 3 clusters Score -1104686 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1104883.875000 Penalty: 4504.585449
	Iteration 8Q: 3 clusters Score -1104884 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1105026.750000 Penalty: 4504.585449
	Iteration 9Q: 3 clusters Score -1105027 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1105115.875000 Penalty: 4504.585449
	Iteration 10Q: 3 clusters Score -1105116 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1105186.750000 Penalty: 4504.585449
	Iteration 11Q: 3 clusters Score -1105187 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1105244.500000 Penalty: 4504.585449
	Iteration 12Q: 3 clusters Score -1105244 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1105285.875000 Penalty: 4504.585449
	Iteration 13Q: 3 clusters Score -1105286 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1105315.625000 Penalty: 4504.585449
	Iteration 14Q: 3 clusters Score -1105316 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1105347.375000 Penalty: 4504.585449
	Iteration 15Q: 3 clusters Score -1105347 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1105365.875000 Penalty: 4504.585449
	Iteration 16Q: 3 clusters Score -1105366 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1105378.250000 Penalty: 4504.585449
	Iteration 17Q: 3 clusters Score -1105378 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1105395.000000 Penalty: 4504.585449
	Iteration 18Q: 3 clusters Score -1105395 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1105407.375000 Penalty: 4504.585449
	Iteration 19Q: 3 clusters Score -1105407 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1105413.375000 Penalty: 4504.585449
	Iteration 20F: 3 clusters Score -1105413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1105422.750000 Penalty: 4504.585449
	Iteration 21Q: 3 clusters Score -1105423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1105429.875000 Penalty: 4504.585449
	Iteration 22Q: 3 clusters Score -1105430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1105437.000000 Penalty: 4504.585449
	Iteration 23Q: 3 clusters Score -1105437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1105441.875000 Penalty: 4504.585449
	Iteration 24Q: 3 clusters Score -1105442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1105445.500000 Penalty: 4504.585449
	Iteration 25Q: 3 clusters Score -1105446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1105457.625000 Penalty: 4504.585449
	Iteration 26Q: 3 clusters Score -1105458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1105463.875000 Penalty: 4504.585449
	Iteration 27Q: 3 clusters Score -1105464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1105471.875000 Penalty: 4504.585449
	Iteration 28Q: 3 clusters Score -1105472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1105482.875000 Penalty: 4504.585449
	Iteration 29Q: 3 clusters Score -1105483 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1105495.750000 Penalty: 4504.585449
	Iteration 30Q: 3 clusters Score -1105496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1105507.500000 Penalty: 4504.585449
	Iteration 31Q: 3 clusters Score -1105508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1105516.750000 Penalty: 4504.585449
	Iteration 32Q: 3 clusters Score -1105517 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1105531.375000 Penalty: 4504.585449
	Iteration 33Q: 3 clusters Score -1105531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1105540.375000 Penalty: 4504.585449
	Iteration 34Q: 3 clusters Score -1105540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1105549.750000 Penalty: 4504.585449
	Iteration 35Q: 3 clusters Score -1105550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1105558.125000 Penalty: 4504.585449
	Iteration 36Q: 3 clusters Score -1105558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1105562.125000 Penalty: 4504.585449
	Iteration 37Q: 3 clusters Score -1105562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1105573.375000 Penalty: 4504.585449
	Iteration 38Q: 3 clusters Score -1105573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1105584.125000 Penalty: 4504.585449
	Iteration 39Q: 3 clusters Score -1105584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1105599.625000 Penalty: 4504.585449
	Iteration 40F: 3 clusters Score -1105600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1105615.375000 Penalty: 4504.585449
	Iteration 41Q: 3 clusters Score -1105615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1105629.750000 Penalty: 4504.585449
	Iteration 42Q: 3 clusters Score -1105630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1105637.250000 Penalty: 4504.585449
	Iteration 43Q: 3 clusters Score -1105637 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1105652.750000 Penalty: 4504.585449
	Iteration 44Q: 3 clusters Score -1105653 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1105662.875000 Penalty: 4504.585449
	Iteration 45Q: 3 clusters Score -1105663 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1105678.000000 Penalty: 4504.585449
	Iteration 46Q: 3 clusters Score -1105678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1105694.500000 Penalty: 4504.585449
	Iteration 47Q: 3 clusters Score -1105694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1105709.625000 Penalty: 4504.585449
	Iteration 48Q: 3 clusters Score -1105710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1105721.500000 Penalty: 4504.585449
	Iteration 49Q: 3 clusters Score -1105722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1105736.250000 Penalty: 4504.585449
	Iteration 50Q: 3 clusters Score -1105736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1105750.000000 Penalty: 4504.585449
	Iteration 51Q: 3 clusters Score -1105750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1105758.625000 Penalty: 4504.585449
	Iteration 52Q: 3 clusters Score -1105759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1105769.750000 Penalty: 4504.585449
	Iteration 53Q: 3 clusters Score -1105770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1105782.875000 Penalty: 4504.585449
	Iteration 54Q: 3 clusters Score -1105783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1105796.250000 Penalty: 4504.585449
	Iteration 55Q: 3 clusters Score -1105796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1105811.000000 Penalty: 4504.585449
	Iteration 56Q: 3 clusters Score -1105811 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1105826.250000 Penalty: 4504.585449
	Iteration 57Q: 3 clusters Score -1105826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1105842.375000 Penalty: 4504.585449
	Iteration 58Q: 3 clusters Score -1105842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1105857.750000 Penalty: 4504.585449
	Iteration 59Q: 3 clusters Score -1105858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1105877.875000 Penalty: 4504.585449
	Iteration 60F: 3 clusters Score -1105878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1105901.500000 Penalty: 4504.585449
	Iteration 61Q: 3 clusters Score -1105902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1105915.750000 Penalty: 4504.585449
	Iteration 62Q: 3 clusters Score -1105916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1105933.125000 Penalty: 4504.585449
	Iteration 63Q: 3 clusters Score -1105933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1105947.750000 Penalty: 4504.585449
	Iteration 64Q: 3 clusters Score -1105948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1105960.625000 Penalty: 4504.585449
	Iteration 65Q: 3 clusters Score -1105961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1105975.125000 Penalty: 4504.585449
	Iteration 66Q: 3 clusters Score -1105975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1105986.000000 Penalty: 4504.585449
	Iteration 67Q: 3 clusters Score -1105986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1105994.750000 Penalty: 4504.585449
	Iteration 68Q: 3 clusters Score -1105995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1106001.375000 Penalty: 4504.585449
	Iteration 69Q: 3 clusters Score -1106001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1106019.250000 Penalty: 4504.585449
	Iteration 70Q: 3 clusters Score -1106019 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1106042.875000 Penalty: 4504.585449
	Iteration 71Q: 3 clusters Score -1106043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1106061.500000 Penalty: 4504.585449
	Iteration 72Q: 3 clusters Score -1106062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1106077.000000 Penalty: 4504.585449
	Iteration 73Q: 3 clusters Score -1106077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1106093.250000 Penalty: 4504.585449
	Iteration 74Q: 3 clusters Score -1106093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1106107.625000 Penalty: 4504.585449
	Iteration 75Q: 3 clusters Score -1106108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1106115.875000 Penalty: 4504.585449
	Iteration 76Q: 3 clusters Score -1106116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1106130.750000 Penalty: 4504.585449
	Iteration 77Q: 3 clusters Score -1106131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1106144.125000 Penalty: 4504.585449
	Iteration 78Q: 3 clusters Score -1106144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1106159.250000 Penalty: 4504.585449
	Iteration 79Q: 3 clusters Score -1106159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1106168.250000 Penalty: 4504.585449
	Iteration 80F: 3 clusters Score -1106168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1106183.125000 Penalty: 4504.585449
	Iteration 81Q: 3 clusters Score -1106183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1106194.500000 Penalty: 4504.585449
	Iteration 82Q: 3 clusters Score -1106194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1106199.125000 Penalty: 4504.585449
	Iteration 83Q: 3 clusters Score -1106199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1106201.750000 Penalty: 4504.585449
	Iteration 84Q: 3 clusters Score -1106202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1106204.875000 Penalty: 4504.585449
	Iteration 85Q: 3 clusters Score -1106205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1106207.000000 Penalty: 4504.585449
	Iteration 86Q: 3 clusters Score -1106207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1106212.000000 Penalty: 4504.585449
	Iteration 87Q: 3 clusters Score -1106212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1106212.750000 Penalty: 4504.585449
	Iteration 88Q: 3 clusters Score -1106213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1106212.750000 Penalty: 4504.585449
	Iteration 89Q: 3 clusters Score -1106213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1106213.875000 Penalty: 4504.585449
	Iteration 90Q: 3 clusters Score -1106214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1106215.000000 Penalty: 4504.585449
	Iteration 91Q: 3 clusters Score -1106215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1106216.250000 Penalty: 4504.585449
	Iteration 92Q: 3 clusters Score -1106216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1106218.250000 Penalty: 4504.585449
	Iteration 93Q: 3 clusters Score -1106218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1106218.000000 Penalty: 4504.585449
	Iteration 94Q: 3 clusters Score -1106218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1106220.500000 Penalty: 4504.585449
	Iteration 95Q: 3 clusters Score -1106220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1106221.250000 Penalty: 4504.585449
	Iteration 96Q: 3 clusters Score -1106221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1106221.250000 Penalty: 4504.585449
	Iteration 97F: 3 clusters Score -1106221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Entering Unmasked Estep 
Score: -603505.875000 Penalty: 2138.323730
	Iteration 0F: 2 clusters Score -603505.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -598740.000000 Penalty: 4276.647461
	Iteration 0F: 3 clusters Score -598740 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -600348.812500 Penalty: 4276.647461
	Iteration 1F: 3 clusters Score -600348.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -600837.562500 Penalty: 4276.647461
	Iteration 2F: 3 clusters Score -600837.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -601170.625000 Penalty: 4276.647461
	Iteration 3F: 3 clusters Score -601170.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -601457.125000 Penalty: 4276.647461
	Iteration 4F: 3 clusters Score -601457.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -601733.500000 Penalty: 4276.647461
	Iteration 5F: 3 clusters Score -601733.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -601930.125000 Penalty: 4276.647461
	Iteration 6Q: 3 clusters Score -601930.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -602047.750000 Penalty: 4276.647461
	Iteration 7Q: 3 clusters Score -602047.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -602125.625000 Penalty: 4276.647461
	Iteration 8Q: 3 clusters Score -602125.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -602180.687500 Penalty: 4276.647461
	Iteration 9Q: 3 clusters Score -602180.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -602216.000000 Penalty: 4276.647461
	Iteration 10Q: 3 clusters Score -602216 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -602240.125000 Penalty: 4276.647461
	Iteration 11Q: 3 clusters Score -602240.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -602269.000000 Penalty: 4276.647461
	Iteration 12Q: 3 clusters Score -602269 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -602288.500000 Penalty: 4276.647461
	Iteration 13Q: 3 clusters Score -602288.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -602303.187500 Penalty: 4276.647461
	Iteration 14Q: 3 clusters Score -602303.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -602317.250000 Penalty: 4276.647461
	Iteration 15Q: 3 clusters Score -602317.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -602329.187500 Penalty: 4276.647461
	Iteration 16Q: 3 clusters Score -602329.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -602340.375000 Penalty: 4276.647461
	Iteration 17Q: 3 clusters Score -602340.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -602349.000000 Penalty: 4276.647461
	Iteration 18Q: 3 clusters Score -602349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -602353.312500 Penalty: 4276.647461
	Iteration 19Q: 3 clusters Score -602353.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -602355.937500 Penalty: 4276.647461
	Iteration 20F: 3 clusters Score -602355.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -602360.125000 Penalty: 4276.647461
	Iteration 21Q: 3 clusters Score -602360.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -602364.562500 Penalty: 4276.647461
	Iteration 22Q: 3 clusters Score -602364.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -602369.125000 Penalty: 4276.647461
	Iteration 23Q: 3 clusters Score -602369.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -602374.000000 Penalty: 4276.647461
	Iteration 24Q: 3 clusters Score -602374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -602377.625000 Penalty: 4276.647461
	Iteration 25Q: 3 clusters Score -602377.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -602383.625000 Penalty: 4276.647461
	Iteration 26Q: 3 clusters Score -602383.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -602388.375000 Penalty: 4276.647461
	Iteration 27Q: 3 clusters Score -602388.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -602390.375000 Penalty: 4276.647461
	Iteration 28Q: 3 clusters Score -602390.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -602394.687500 Penalty: 4276.647461
	Iteration 29Q: 3 clusters Score -602394.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -602398.125000 Penalty: 4276.647461
	Iteration 30Q: 3 clusters Score -602398.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -602402.500000 Penalty: 4276.647461
	Iteration 31Q: 3 clusters Score -602402.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -602406.875000 Penalty: 4276.647461
	Iteration 32Q: 3 clusters Score -602406.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -602411.687500 Penalty: 4276.647461
	Iteration 33Q: 3 clusters Score -602411.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -602414.750000 Penalty: 4276.647461
	Iteration 34Q: 3 clusters Score -602414.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -602414.875000 Penalty: 4276.647461
	Iteration 35Q: 3 clusters Score -602414.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -602418.500000 Penalty: 4276.647461
	Iteration 36Q: 3 clusters Score -602418.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -602418.875000 Penalty: 4276.647461
	Iteration 37Q: 3 clusters Score -602418.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -602420.687500 Penalty: 4276.647461
	Iteration 38Q: 3 clusters Score -602420.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -602421.125000 Penalty: 4276.647461
	Iteration 39Q: 3 clusters Score -602421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -602421.750000 Penalty: 4276.647461
	Iteration 40F: 3 clusters Score -602421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -602422.250000 Penalty: 4276.647461
	Iteration 41Q: 3 clusters Score -602422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -602422.875000 Penalty: 4276.647461
	Iteration 42Q: 3 clusters Score -602422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -602422.375000 Penalty: 4276.647461
	Iteration 43Q: 3 clusters Score -602422.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -602422.375000 Penalty: 4276.647461
	Iteration 44F: 3 clusters Score -602422.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (96931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96931 members 
Entering Unmasked Estep 
Score: -12578960.000000 Penalty: 2847.475098
	Iteration 0F: 2 clusters Score -1.257896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -12514114.000000 Penalty: 5694.950195
	Iteration 0F: 3 clusters Score -1.251411e+07 nChanged 45798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -12540111.000000 Penalty: 5694.950195
	Iteration 1F: 3 clusters Score -1.254011e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -12540893.000000 Penalty: 5694.950195
	Iteration 2Q: 3 clusters Score -1.254089e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -12541809.000000 Penalty: 5694.950195
	Iteration 3Q: 3 clusters Score -1.254181e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -12543137.000000 Penalty: 5694.950195
	Iteration 4Q: 3 clusters Score -1.254314e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 59559 members 
Entering Unmasked Estep 
Score: -12544988.000000 Penalty: 5694.950195
	Iteration 5Q: 3 clusters Score -1.254499e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -12547935.000000 Penalty: 5694.950195
	Iteration 6F: 3 clusters Score -1.254794e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -12552740.000000 Penalty: 5694.950195
	Iteration 7F: 3 clusters Score -1.255274e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -12559237.000000 Penalty: 5694.950195
	Iteration 8F: 3 clusters Score -1.255924e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 86557 members 
Entering Unmasked Estep 
Score: -12566750.000000 Penalty: 5694.950195
	Iteration 9F: 3 clusters Score -1.256675e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 92504 members 
Entering Unmasked Estep 
Score: -12572322.000000 Penalty: 5694.950195
	Iteration 10F: 3 clusters Score -1.257232e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 95436 members 
Entering Unmasked Estep 
Score: -12575042.000000 Penalty: 5694.950195
	Iteration 11Q: 3 clusters Score -1.257504e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 96400 members 
Entering Unmasked Estep 
Score: -12575927.000000 Penalty: 5694.950195
	Iteration 12Q: 3 clusters Score -1.257593e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 96623 members 
Entering Unmasked Estep 
Score: -12576195.000000 Penalty: 5694.950195
	Iteration 13Q: 3 clusters Score -1.25762e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 96685 members 
Entering Unmasked Estep 
Score: -12576269.000000 Penalty: 5694.950195
	Iteration 14Q: 3 clusters Score -1.257627e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 96705 members 
Entering Unmasked Estep 
Score: -12576320.000000 Penalty: 5694.950195
	Iteration 15Q: 3 clusters Score -1.257632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 96719 members 
Entering Unmasked Estep 
Score: -12576355.000000 Penalty: 5694.950195
	Iteration 16Q: 3 clusters Score -1.257636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 96722 members 
Entering Unmasked Estep 
Score: -12576372.000000 Penalty: 5694.950195
	Iteration 17Q: 3 clusters Score -1.257637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 96727 members 
Entering Unmasked Estep 
Score: -12576378.000000 Penalty: 5694.950195
	Iteration 18Q: 3 clusters Score -1.257638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 96731 members 
Entering Unmasked Estep 
Score: -12576374.000000 Penalty: 5694.950195
	Iteration 19Q: 3 clusters Score -1.257637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 96733 members 
Entering Unmasked Estep 
Score: -12576385.000000 Penalty: 5694.950195
	Iteration 20F: 3 clusters Score -1.257638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 96735 members 
Entering Unmasked Estep 
Score: -12576395.000000 Penalty: 5694.950195
	Iteration 21Q: 3 clusters Score -1.25764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 96736 members 
Entering Unmasked Estep 
Score: -12576394.000000 Penalty: 5694.950195
	Iteration 22Q: 3 clusters Score -1.257639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 96737 members 
Entering Unmasked Estep 
Score: -12576394.000000 Penalty: 5694.950195
	Iteration 23Q: 3 clusters Score -1.257639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 96737 members 
Entering Unmasked Estep 
Score: -12576394.000000 Penalty: 5694.950195
	Iteration 24F: 3 clusters Score -1.257639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Entering Unmasked Estep 
Score: -954606.062500 Penalty: 2223.751221
	Iteration 0F: 2 clusters Score -954606.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -948310.750000 Penalty: 4447.502441
	Iteration 0F: 3 clusters Score -948310.8 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -949969.062500 Penalty: 4447.502441
	Iteration 1F: 3 clusters Score -949969.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -950271.062500 Penalty: 4447.502441
	Iteration 2F: 3 clusters Score -950271.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -950507.187500 Penalty: 4447.502441
	Iteration 3F: 3 clusters Score -950507.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -950704.312500 Penalty: 4447.502441
	Iteration 4Q: 3 clusters Score -950704.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -950936.812500 Penalty: 4447.502441
	Iteration 5Q: 3 clusters Score -950936.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -951245.000000 Penalty: 4447.502441
	Iteration 6Q: 3 clusters Score -951245 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -951594.250000 Penalty: 4447.502441
	Iteration 7F: 3 clusters Score -951594.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -951915.687500 Penalty: 4447.502441
	Iteration 8Q: 3 clusters Score -951915.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -952204.562500 Penalty: 4447.502441
	Iteration 9Q: 3 clusters Score -952204.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -952438.187500 Penalty: 4447.502441
	Iteration 10Q: 3 clusters Score -952438.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -952612.187500 Penalty: 4447.502441
	Iteration 11Q: 3 clusters Score -952612.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -952722.687500 Penalty: 4447.502441
	Iteration 12Q: 3 clusters Score -952722.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -952800.875000 Penalty: 4447.502441
	Iteration 13Q: 3 clusters Score -952800.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -952853.062500 Penalty: 4447.502441
	Iteration 14Q: 3 clusters Score -952853.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -952892.062500 Penalty: 4447.502441
	Iteration 15Q: 3 clusters Score -952892.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -952921.375000 Penalty: 4447.502441
	Iteration 16Q: 3 clusters Score -952921.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -952949.312500 Penalty: 4447.502441
	Iteration 17Q: 3 clusters Score -952949.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -952981.375000 Penalty: 4447.502441
	Iteration 18Q: 3 clusters Score -952981.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -953011.500000 Penalty: 4447.502441
	Iteration 19Q: 3 clusters Score -953011.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -953043.062500 Penalty: 4447.502441
	Iteration 20F: 3 clusters Score -953043.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -953078.250000 Penalty: 4447.502441
	Iteration 21Q: 3 clusters Score -953078.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -953120.250000 Penalty: 4447.502441
	Iteration 22Q: 3 clusters Score -953120.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -953165.062500 Penalty: 4447.502441
	Iteration 23Q: 3 clusters Score -953165.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -953207.437500 Penalty: 4447.502441
	Iteration 24Q: 3 clusters Score -953207.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -953247.937500 Penalty: 4447.502441
	Iteration 25Q: 3 clusters Score -953247.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -953273.000000 Penalty: 4447.502441
	Iteration 26Q: 3 clusters Score -953273 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -953291.375000 Penalty: 4447.502441
	Iteration 27Q: 3 clusters Score -953291.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -953303.812500 Penalty: 4447.502441
	Iteration 28Q: 3 clusters Score -953303.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -953310.500000 Penalty: 4447.502441
	Iteration 29Q: 3 clusters Score -953310.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -953315.750000 Penalty: 4447.502441
	Iteration 30Q: 3 clusters Score -953315.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -953317.125000 Penalty: 4447.502441
	Iteration 31Q: 3 clusters Score -953317.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -953318.187500 Penalty: 4447.502441
	Iteration 32Q: 3 clusters Score -953318.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -953319.750000 Penalty: 4447.502441
	Iteration 33Q: 3 clusters Score -953319.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -953320.937500 Penalty: 4447.502441
	Iteration 34Q: 3 clusters Score -953320.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -953323.312500 Penalty: 4447.502441
	Iteration 35Q: 3 clusters Score -953323.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -953324.312500 Penalty: 4447.502441
	Iteration 36Q: 3 clusters Score -953324.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -953324.875000 Penalty: 4447.502441
	Iteration 37Q: 3 clusters Score -953324.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -953324.875000 Penalty: 4447.502441
	Iteration 38F: 3 clusters Score -953324.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Entering Unmasked Estep 
Score: -3799836.250000 Penalty: 2551.517090
	Iteration 0F: 2 clusters Score -3799836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -3779662.750000 Penalty: 5103.034180
	Iteration 0F: 3 clusters Score -3779663 nChanged 13330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -3786833.500000 Penalty: 5103.034180
	Iteration 1F: 3 clusters Score -3786834 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3787359.000000 Penalty: 5103.034180
	Iteration 2Q: 3 clusters Score -3787359 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -3787808.750000 Penalty: 5103.034180
	Iteration 3Q: 3 clusters Score -3787809 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3788351.000000 Penalty: 5103.034180
	Iteration 4Q: 3 clusters Score -3788351 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -3789083.500000 Penalty: 5103.034180
	Iteration 5Q: 3 clusters Score -3789084 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -3790125.750000 Penalty: 5103.034180
	Iteration 6F: 3 clusters Score -3790126 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -3791564.250000 Penalty: 5103.034180
	Iteration 7F: 3 clusters Score -3791564 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -3793148.000000 Penalty: 5103.034180
	Iteration 8F: 3 clusters Score -3793148 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -3794696.750000 Penalty: 5103.034180
	Iteration 9F: 3 clusters Score -3794697 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -3795856.500000 Penalty: 5103.034180
	Iteration 10Q: 3 clusters Score -3795856 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -3796652.000000 Penalty: 5103.034180
	Iteration 11Q: 3 clusters Score -3796652 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -3797095.250000 Penalty: 5103.034180
	Iteration 12Q: 3 clusters Score -3797095 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3797333.500000 Penalty: 5103.034180
	Iteration 13Q: 3 clusters Score -3797334 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -3797464.500000 Penalty: 5103.034180
	Iteration 14Q: 3 clusters Score -3797464 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -3797531.750000 Penalty: 5103.034180
	Iteration 15Q: 3 clusters Score -3797532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -3797580.500000 Penalty: 5103.034180
	Iteration 16Q: 3 clusters Score -3797580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -3797626.250000 Penalty: 5103.034180
	Iteration 17Q: 3 clusters Score -3797626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -3797649.000000 Penalty: 5103.034180
	Iteration 18Q: 3 clusters Score -3797649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -3797661.750000 Penalty: 5103.034180
	Iteration 19Q: 3 clusters Score -3797662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -3797665.000000 Penalty: 5103.034180
	Iteration 20F: 3 clusters Score -3797665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -3797667.250000 Penalty: 5103.034180
	Iteration 21Q: 3 clusters Score -3797667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -3797677.000000 Penalty: 5103.034180
	Iteration 22Q: 3 clusters Score -3797677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -3797677.500000 Penalty: 5103.034180
	Iteration 23Q: 3 clusters Score -3797678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3797677.000000 Penalty: 5103.034180
	Iteration 24Q: 3 clusters Score -3797677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -3797681.250000 Penalty: 5103.034180
	Iteration 25Q: 3 clusters Score -3797681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -3797681.750000 Penalty: 5103.034180
	Iteration 26Q: 3 clusters Score -3797682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -3797683.000000 Penalty: 5103.034180
	Iteration 27Q: 3 clusters Score -3797683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -3797682.500000 Penalty: 5103.034180
	Iteration 28Q: 3 clusters Score -3797682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -3797683.000000 Penalty: 5103.034180
	Iteration 29Q: 3 clusters Score -3797683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -3797683.000000 Penalty: 5103.034180
	Iteration 30F: 3 clusters Score -3797683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -131908.296875 Penalty: 1762.234985
	Iteration 0F: 2 clusters Score -131908.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -129843.796875 Penalty: 3524.469971
	Iteration 0F: 3 clusters Score -129843.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -130293.070312 Penalty: 3524.469971
	Iteration 1F: 3 clusters Score -130293.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -130596.218750 Penalty: 3524.469971
	Iteration 2F: 3 clusters Score -130596.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -130967.007812 Penalty: 3524.469971
	Iteration 3F: 3 clusters Score -130967 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -131434.812500 Penalty: 3524.469971
	Iteration 4F: 3 clusters Score -131434.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -131963.578125 Penalty: 3524.469971
	Iteration 5F: 3 clusters Score -131963.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -132279.906250 Penalty: 3524.469971
	Iteration 6Q: 3 clusters Score -132279.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -132823.406250 Penalty: 3524.469971
	Iteration 7Q: 3 clusters Score -132823.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -133125.484375 Penalty: 3524.469971
	Iteration 8Q: 3 clusters Score -133125.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -133285.000000 Penalty: 3524.469971
	Iteration 9Q: 3 clusters Score -133285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -133429.953125 Penalty: 3524.469971
	Iteration 10Q: 3 clusters Score -133430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -133558.937500 Penalty: 3524.469971
	Iteration 11Q: 3 clusters Score -133558.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -133627.343750 Penalty: 3524.469971
	Iteration 12Q: 3 clusters Score -133627.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -133709.500000 Penalty: 3524.469971
	Iteration 13Q: 3 clusters Score -133709.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -133793.546875 Penalty: 3524.469971
	Iteration 14Q: 3 clusters Score -133793.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -133873.515625 Penalty: 3524.469971
	Iteration 15Q: 3 clusters Score -133873.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -133913.468750 Penalty: 3524.469971
	Iteration 16Q: 3 clusters Score -133913.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -133918.562500 Penalty: 3524.469971
	Iteration 17Q: 3 clusters Score -133918.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -133918.562500 Penalty: 3524.469971
	Iteration 18F: 3 clusters Score -133918.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 3 contains 51046 members 
Mstep: Class 4 contains 4839 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 16797 members 
Mstep: Class 7 contains 183065 members 
Mstep: Class 8 contains 10159 members 
Mstep: Class 9 contains 74517 members 
Mstep: Class 10 contains 91321 members 
Mstep: Class 11 contains 4023 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 170552 members 
Mstep: Class 14 contains 8794 members 
Mstep: Class 15 contains 5554 members 
Mstep: Class 16 contains 96931 members 
Mstep: Class 17 contains 7838 members 
Mstep: Class 18 contains 29389 members 
Mstep: Class 19 contains 333 members 
Mstep: Class 20 contains 8748 members 
Mstep: Class 21 contains 7900 members 
Mstep: Class 22 contains 12026 members 
Mstep: Class 23 contains 35011 members 
Mstep: Class 24 contains 15017 members 
Mstep: Class 25 contains 24697 members 
Mstep: Class 26 contains 25772 members 
Mstep: Class 27 contains 20288 members 
Mstep: Class 28 contains 8323 members 
Mstep: Class 29 contains 10294 members 
Mstep: Class 30 contains 4406 members 
Mstep: Class 31 contains 341 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 11516 members 
Mstep: Class 34 contains 49318 members 
Mstep: Class 35 contains 14336 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 12261 members 
Mstep: Class 39 contains 2084 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 160566 members 
Mstep: Class 43 contains 886 members 
Entering Unmasked Estep 
Score: -150948832.000000 Penalty: 149390.437500
Splitting cluster 19 changes total score from -150947472.000000 to -150948832.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 20 (8748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Entering Unmasked Estep 
Score: -1133762.500000 Penalty: 2250.991943
	Iteration 0F: 2 clusters Score -1133762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1126928.250000 Penalty: 4501.983887
	Iteration 0F: 3 clusters Score -1126928 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1128934.000000 Penalty: 4501.983887
	Iteration 1F: 3 clusters Score -1128934 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1129382.500000 Penalty: 4501.983887
	Iteration 2F: 3 clusters Score -1129382 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1129718.125000 Penalty: 4501.983887
	Iteration 3F: 3 clusters Score -1129718 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1129971.500000 Penalty: 4501.983887
	Iteration 4F: 3 clusters Score -1129972 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1130175.875000 Penalty: 4501.983887
	Iteration 5Q: 3 clusters Score -1130176 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1130334.625000 Penalty: 4501.983887
	Iteration 6Q: 3 clusters Score -1130335 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1130475.750000 Penalty: 4501.983887
	Iteration 7Q: 3 clusters Score -1130476 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1130593.000000 Penalty: 4501.983887
	Iteration 8Q: 3 clusters Score -1130593 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1130702.375000 Penalty: 4501.983887
	Iteration 9Q: 3 clusters Score -1130702 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1130783.500000 Penalty: 4501.983887
	Iteration 10Q: 3 clusters Score -1130784 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1130851.000000 Penalty: 4501.983887
	Iteration 11Q: 3 clusters Score -1130851 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1130910.500000 Penalty: 4501.983887
	Iteration 12Q: 3 clusters Score -1130910 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1130956.000000 Penalty: 4501.983887
	Iteration 13Q: 3 clusters Score -1130956 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1130994.125000 Penalty: 4501.983887
	Iteration 14Q: 3 clusters Score -1130994 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1131032.250000 Penalty: 4501.983887
	Iteration 15Q: 3 clusters Score -1131032 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1131060.375000 Penalty: 4501.983887
	Iteration 16Q: 3 clusters Score -1131060 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1131087.750000 Penalty: 4501.983887
	Iteration 17Q: 3 clusters Score -1131088 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1131112.625000 Penalty: 4501.983887
	Iteration 18Q: 3 clusters Score -1131113 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1131130.875000 Penalty: 4501.983887
	Iteration 19Q: 3 clusters Score -1131131 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1131150.750000 Penalty: 4501.983887
	Iteration 20F: 3 clusters Score -1131151 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1131173.625000 Penalty: 4501.983887
	Iteration 21Q: 3 clusters Score -1131174 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1131204.125000 Penalty: 4501.983887
	Iteration 22Q: 3 clusters Score -1131204 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1131235.500000 Penalty: 4501.983887
	Iteration 23Q: 3 clusters Score -1131236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1131257.250000 Penalty: 4501.983887
	Iteration 24Q: 3 clusters Score -1131257 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1131279.125000 Penalty: 4501.983887
	Iteration 25Q: 3 clusters Score -1131279 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1131298.375000 Penalty: 4501.983887
	Iteration 26Q: 3 clusters Score -1131298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1131314.125000 Penalty: 4501.983887
	Iteration 27Q: 3 clusters Score -1131314 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1131338.125000 Penalty: 4501.983887
	Iteration 28Q: 3 clusters Score -1131338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1131350.750000 Penalty: 4501.983887
	Iteration 29Q: 3 clusters Score -1131351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1131361.125000 Penalty: 4501.983887
	Iteration 30Q: 3 clusters Score -1131361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1131369.500000 Penalty: 4501.983887
	Iteration 31Q: 3 clusters Score -1131370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1131376.375000 Penalty: 4501.983887
	Iteration 32Q: 3 clusters Score -1131376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1131385.625000 Penalty: 4501.983887
	Iteration 33Q: 3 clusters Score -1131386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1131397.750000 Penalty: 4501.983887
	Iteration 34Q: 3 clusters Score -1131398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1131406.125000 Penalty: 4501.983887
	Iteration 35Q: 3 clusters Score -1131406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1131419.125000 Penalty: 4501.983887
	Iteration 36Q: 3 clusters Score -1131419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1131436.750000 Penalty: 4501.983887
	Iteration 37Q: 3 clusters Score -1131437 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1131455.125000 Penalty: 4501.983887
	Iteration 38Q: 3 clusters Score -1131455 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1131479.875000 Penalty: 4501.983887
	Iteration 39Q: 3 clusters Score -1131480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1131497.625000 Penalty: 4501.983887
	Iteration 40F: 3 clusters Score -1131498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1131515.125000 Penalty: 4501.983887
	Iteration 41Q: 3 clusters Score -1131515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1131523.375000 Penalty: 4501.983887
	Iteration 42Q: 3 clusters Score -1131523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1131536.000000 Penalty: 4501.983887
	Iteration 43Q: 3 clusters Score -1131536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1131547.875000 Penalty: 4501.983887
	Iteration 44Q: 3 clusters Score -1131548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1131556.875000 Penalty: 4501.983887
	Iteration 45Q: 3 clusters Score -1131557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1131566.125000 Penalty: 4501.983887
	Iteration 46Q: 3 clusters Score -1131566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1131574.875000 Penalty: 4501.983887
	Iteration 47Q: 3 clusters Score -1131575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1131577.625000 Penalty: 4501.983887
	Iteration 48Q: 3 clusters Score -1131578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1131583.000000 Penalty: 4501.983887
	Iteration 49Q: 3 clusters Score -1131583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1131587.500000 Penalty: 4501.983887
	Iteration 50Q: 3 clusters Score -1131588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1131590.875000 Penalty: 4501.983887
	Iteration 51Q: 3 clusters Score -1131591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1131597.125000 Penalty: 4501.983887
	Iteration 52Q: 3 clusters Score -1131597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1131603.625000 Penalty: 4501.983887
	Iteration 53Q: 3 clusters Score -1131604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1131603.875000 Penalty: 4501.983887
	Iteration 54Q: 3 clusters Score -1131604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1131606.875000 Penalty: 4501.983887
	Iteration 55Q: 3 clusters Score -1131607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1131610.250000 Penalty: 4501.983887
	Iteration 56Q: 3 clusters Score -1131610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1131614.500000 Penalty: 4501.983887
	Iteration 57Q: 3 clusters Score -1131614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1131619.750000 Penalty: 4501.983887
	Iteration 58Q: 3 clusters Score -1131620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1131625.000000 Penalty: 4501.983887
	Iteration 59Q: 3 clusters Score -1131625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1131626.875000 Penalty: 4501.983887
	Iteration 60F: 3 clusters Score -1131627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1131628.750000 Penalty: 4501.983887
	Iteration 61Q: 3 clusters Score -1131629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1131631.750000 Penalty: 4501.983887
	Iteration 62Q: 3 clusters Score -1131632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1131634.375000 Penalty: 4501.983887
	Iteration 63Q: 3 clusters Score -1131634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1131632.875000 Penalty: 4501.983887
	Iteration 64Q: 3 clusters Score -1131633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1131633.500000 Penalty: 4501.983887
	Iteration 65Q: 3 clusters Score -1131634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1131633.250000 Penalty: 4501.983887
	Iteration 66Q: 3 clusters Score -1131633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1131633.250000 Penalty: 4501.983887
	Iteration 67F: 3 clusters Score -1131633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Entering Unmasked Estep 
Score: -984158.687500 Penalty: 2225.705322
	Iteration 0F: 2 clusters Score -984158.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -977756.250000 Penalty: 4451.410645
	Iteration 0F: 3 clusters Score -977756.2 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -979561.687500 Penalty: 4451.410645
	Iteration 1F: 3 clusters Score -979561.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -979814.187500 Penalty: 4451.410645
	Iteration 2F: 3 clusters Score -979814.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -979996.312500 Penalty: 4451.410645
	Iteration 3Q: 3 clusters Score -979996.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -980147.312500 Penalty: 4451.410645
	Iteration 4Q: 3 clusters Score -980147.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -980303.937500 Penalty: 4451.410645
	Iteration 5Q: 3 clusters Score -980303.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -980449.562500 Penalty: 4451.410645
	Iteration 6Q: 3 clusters Score -980449.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -980595.500000 Penalty: 4451.410645
	Iteration 7Q: 3 clusters Score -980595.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -980753.875000 Penalty: 4451.410645
	Iteration 8Q: 3 clusters Score -980753.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -980934.812500 Penalty: 4451.410645
	Iteration 9Q: 3 clusters Score -980934.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -981148.375000 Penalty: 4451.410645
	Iteration 10Q: 3 clusters Score -981148.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -981370.312500 Penalty: 4451.410645
	Iteration 11Q: 3 clusters Score -981370.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -981611.250000 Penalty: 4451.410645
	Iteration 12Q: 3 clusters Score -981611.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -981809.812500 Penalty: 4451.410645
	Iteration 13Q: 3 clusters Score -981809.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -981979.312500 Penalty: 4451.410645
	Iteration 14Q: 3 clusters Score -981979.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -982095.812500 Penalty: 4451.410645
	Iteration 15Q: 3 clusters Score -982095.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -982179.437500 Penalty: 4451.410645
	Iteration 16Q: 3 clusters Score -982179.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -982224.250000 Penalty: 4451.410645
	Iteration 17Q: 3 clusters Score -982224.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -982254.687500 Penalty: 4451.410645
	Iteration 18Q: 3 clusters Score -982254.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -982278.750000 Penalty: 4451.410645
	Iteration 19Q: 3 clusters Score -982278.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -982287.750000 Penalty: 4451.410645
	Iteration 20F: 3 clusters Score -982287.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -982297.375000 Penalty: 4451.410645
	Iteration 21Q: 3 clusters Score -982297.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -982310.625000 Penalty: 4451.410645
	Iteration 22Q: 3 clusters Score -982310.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -982319.500000 Penalty: 4451.410645
	Iteration 23Q: 3 clusters Score -982319.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -982325.687500 Penalty: 4451.410645
	Iteration 24Q: 3 clusters Score -982325.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -982334.000000 Penalty: 4451.410645
	Iteration 25Q: 3 clusters Score -982334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -982339.437500 Penalty: 4451.410645
	Iteration 26Q: 3 clusters Score -982339.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -982346.625000 Penalty: 4451.410645
	Iteration 27Q: 3 clusters Score -982346.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -982351.000000 Penalty: 4451.410645
	Iteration 28Q: 3 clusters Score -982351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -982352.312500 Penalty: 4451.410645
	Iteration 29Q: 3 clusters Score -982352.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -982351.250000 Penalty: 4451.410645
	Iteration 30Q: 3 clusters Score -982351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -982352.562500 Penalty: 4451.410645
	Iteration 31Q: 3 clusters Score -982352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -982350.812500 Penalty: 4451.410645
	Iteration 32Q: 3 clusters Score -982350.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -982350.812500 Penalty: 4451.410645
	Iteration 33F: 3 clusters Score -982350.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Entering Unmasked Estep 
Score: -1521433.875000 Penalty: 2329.916748
	Iteration 0F: 2 clusters Score -1521434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1512452.000000 Penalty: 4659.833496
	Iteration 0F: 3 clusters Score -1512452 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1515216.875000 Penalty: 4659.833496
	Iteration 1F: 3 clusters Score -1515217 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1515588.375000 Penalty: 4659.833496
	Iteration 2F: 3 clusters Score -1515588 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1515854.250000 Penalty: 4659.833496
	Iteration 3F: 3 clusters Score -1515854 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1516065.875000 Penalty: 4659.833496
	Iteration 4Q: 3 clusters Score -1516066 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1516262.750000 Penalty: 4659.833496
	Iteration 5Q: 3 clusters Score -1516263 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1516442.750000 Penalty: 4659.833496
	Iteration 6Q: 3 clusters Score -1516443 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1516618.750000 Penalty: 4659.833496
	Iteration 7Q: 3 clusters Score -1516619 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1516787.500000 Penalty: 4659.833496
	Iteration 8Q: 3 clusters Score -1516788 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1516961.750000 Penalty: 4659.833496
	Iteration 9Q: 3 clusters Score -1516962 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1517117.375000 Penalty: 4659.833496
	Iteration 10Q: 3 clusters Score -1517117 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1517257.250000 Penalty: 4659.833496
	Iteration 11Q: 3 clusters Score -1517257 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1517398.375000 Penalty: 4659.833496
	Iteration 12Q: 3 clusters Score -1517398 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1517512.500000 Penalty: 4659.833496
	Iteration 13Q: 3 clusters Score -1517512 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1517618.625000 Penalty: 4659.833496
	Iteration 14Q: 3 clusters Score -1517619 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1517698.500000 Penalty: 4659.833496
	Iteration 15Q: 3 clusters Score -1517698 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1517778.375000 Penalty: 4659.833496
	Iteration 16Q: 3 clusters Score -1517778 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1517836.000000 Penalty: 4659.833496
	Iteration 17Q: 3 clusters Score -1517836 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1517899.000000 Penalty: 4659.833496
	Iteration 18Q: 3 clusters Score -1517899 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1517969.500000 Penalty: 4659.833496
	Iteration 19Q: 3 clusters Score -1517970 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1518038.125000 Penalty: 4659.833496
	Iteration 20F: 3 clusters Score -1518038 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1518112.625000 Penalty: 4659.833496
	Iteration 21Q: 3 clusters Score -1518113 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1518184.875000 Penalty: 4659.833496
	Iteration 22Q: 3 clusters Score -1518185 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1518259.750000 Penalty: 4659.833496
	Iteration 23Q: 3 clusters Score -1518260 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1518340.750000 Penalty: 4659.833496
	Iteration 24Q: 3 clusters Score -1518341 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1518410.875000 Penalty: 4659.833496
	Iteration 25Q: 3 clusters Score -1518411 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1518472.250000 Penalty: 4659.833496
	Iteration 26Q: 3 clusters Score -1518472 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1518520.125000 Penalty: 4659.833496
	Iteration 27Q: 3 clusters Score -1518520 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1518559.250000 Penalty: 4659.833496
	Iteration 28Q: 3 clusters Score -1518559 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1518589.250000 Penalty: 4659.833496
	Iteration 29Q: 3 clusters Score -1518589 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1518619.250000 Penalty: 4659.833496
	Iteration 30Q: 3 clusters Score -1518619 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1518628.875000 Penalty: 4659.833496
	Iteration 31Q: 3 clusters Score -1518629 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1518644.000000 Penalty: 4659.833496
	Iteration 32Q: 3 clusters Score -1518644 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1518659.625000 Penalty: 4659.833496
	Iteration 33Q: 3 clusters Score -1518660 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1518668.875000 Penalty: 4659.833496
	Iteration 34Q: 3 clusters Score -1518669 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1518685.000000 Penalty: 4659.833496
	Iteration 35Q: 3 clusters Score -1518685 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1518702.875000 Penalty: 4659.833496
	Iteration 36Q: 3 clusters Score -1518703 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1518711.625000 Penalty: 4659.833496
	Iteration 37Q: 3 clusters Score -1518712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1518728.500000 Penalty: 4659.833496
	Iteration 38Q: 3 clusters Score -1518728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1518733.250000 Penalty: 4659.833496
	Iteration 39Q: 3 clusters Score -1518733 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1518741.500000 Penalty: 4659.833496
	Iteration 40F: 3 clusters Score -1518742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1518749.875000 Penalty: 4659.833496
	Iteration 41Q: 3 clusters Score -1518750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1518752.125000 Penalty: 4659.833496
	Iteration 42Q: 3 clusters Score -1518752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1518762.500000 Penalty: 4659.833496
	Iteration 43Q: 3 clusters Score -1518762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1518767.375000 Penalty: 4659.833496
	Iteration 44Q: 3 clusters Score -1518767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1518773.750000 Penalty: 4659.833496
	Iteration 45Q: 3 clusters Score -1518774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1518779.875000 Penalty: 4659.833496
	Iteration 46Q: 3 clusters Score -1518780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1518785.125000 Penalty: 4659.833496
	Iteration 47Q: 3 clusters Score -1518785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1518791.375000 Penalty: 4659.833496
	Iteration 48Q: 3 clusters Score -1518791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1518788.625000 Penalty: 4659.833496
	Iteration 49Q: 3 clusters Score -1518789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1518790.500000 Penalty: 4659.833496
	Iteration 50Q: 3 clusters Score -1518790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1518790.125000 Penalty: 4659.833496
	Iteration 51Q: 3 clusters Score -1518790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1518795.625000 Penalty: 4659.833496
	Iteration 52Q: 3 clusters Score -1518796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1518794.625000 Penalty: 4659.833496
	Iteration 53Q: 3 clusters Score -1518795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1518794.875000 Penalty: 4659.833496
	Iteration 54Q: 3 clusters Score -1518795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1518796.125000 Penalty: 4659.833496
	Iteration 55Q: 3 clusters Score -1518796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1518797.750000 Penalty: 4659.833496
	Iteration 56Q: 3 clusters Score -1518798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1518796.750000 Penalty: 4659.833496
	Iteration 57Q: 3 clusters Score -1518797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1518799.000000 Penalty: 4659.833496
	Iteration 58Q: 3 clusters Score -1518799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1518796.750000 Penalty: 4659.833496
	Iteration 59Q: 3 clusters Score -1518797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1518794.625000 Penalty: 4659.833496
	Iteration 60F: 3 clusters Score -1518795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1518796.375000 Penalty: 4659.833496
	Iteration 61Q: 3 clusters Score -1518796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1518797.125000 Penalty: 4659.833496
	Iteration 62Q: 3 clusters Score -1518797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1518797.250000 Penalty: 4659.833496
	Iteration 63Q: 3 clusters Score -1518797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1518795.250000 Penalty: 4659.833496
	Iteration 64Q: 3 clusters Score -1518795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1518795.250000 Penalty: 4659.833496
	Iteration 65F: 3 clusters Score -1518795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Entering Unmasked Estep 
Score: -4476203.000000 Penalty: 2594.927734
	Iteration 0F: 2 clusters Score -4476203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -4452489.000000 Penalty: 5189.855469
	Iteration 0F: 3 clusters Score -4452489 nChanged 15956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -4461112.500000 Penalty: 5189.855469
	Iteration 1F: 3 clusters Score -4461112 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -4461605.000000 Penalty: 5189.855469
	Iteration 2Q: 3 clusters Score -4461605 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -4462105.000000 Penalty: 5189.855469
	Iteration 3Q: 3 clusters Score -4462105 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -4462634.000000 Penalty: 5189.855469
	Iteration 4Q: 3 clusters Score -4462634 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -4463301.000000 Penalty: 5189.855469
	Iteration 5Q: 3 clusters Score -4463301 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -4464228.000000 Penalty: 5189.855469
	Iteration 6Q: 3 clusters Score -4464228 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -4465730.500000 Penalty: 5189.855469
	Iteration 7F: 3 clusters Score -4465730 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -4467860.000000 Penalty: 5189.855469
	Iteration 8F: 3 clusters Score -4467860 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -4470212.000000 Penalty: 5189.855469
	Iteration 9F: 3 clusters Score -4470212 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4472028.000000 Penalty: 5189.855469
	Iteration 10F: 3 clusters Score -4472028 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4473064.500000 Penalty: 5189.855469
	Iteration 11Q: 3 clusters Score -4473064 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4473527.000000 Penalty: 5189.855469
	Iteration 12Q: 3 clusters Score -4473527 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4473756.000000 Penalty: 5189.855469
	Iteration 13Q: 3 clusters Score -4473756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4473823.500000 Penalty: 5189.855469
	Iteration 14Q: 3 clusters Score -4473824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4473871.500000 Penalty: 5189.855469
	Iteration 15Q: 3 clusters Score -4473872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4473894.500000 Penalty: 5189.855469
	Iteration 16Q: 3 clusters Score -4473894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4473902.000000 Penalty: 5189.855469
	Iteration 17Q: 3 clusters Score -4473902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4473902.000000 Penalty: 5189.855469
	Iteration 18Q: 3 clusters Score -4473902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4473902.000000 Penalty: 5189.855469
	Iteration 19F: 3 clusters Score -4473902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Entering Unmasked Estep 
Score: -1962414.125000 Penalty: 2385.000732
	Iteration 0F: 2 clusters Score -1962414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1951525.000000 Penalty: 4770.001465
	Iteration 0F: 3 clusters Score -1951525 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1954963.625000 Penalty: 4770.001465
	Iteration 1F: 3 clusters Score -1954964 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1955289.500000 Penalty: 4770.001465
	Iteration 2F: 3 clusters Score -1955290 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1955518.875000 Penalty: 4770.001465
	Iteration 3Q: 3 clusters Score -1955519 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1955686.125000 Penalty: 4770.001465
	Iteration 4Q: 3 clusters Score -1955686 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1955854.625000 Penalty: 4770.001465
	Iteration 5Q: 3 clusters Score -1955855 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1956039.875000 Penalty: 4770.001465
	Iteration 6Q: 3 clusters Score -1956040 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1956258.250000 Penalty: 4770.001465
	Iteration 7Q: 3 clusters Score -1956258 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1956555.875000 Penalty: 4770.001465
	Iteration 8Q: 3 clusters Score -1956556 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1956907.500000 Penalty: 4770.001465
	Iteration 9Q: 3 clusters Score -1956908 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1957306.625000 Penalty: 4770.001465
	Iteration 10Q: 3 clusters Score -1957307 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1957736.125000 Penalty: 4770.001465
	Iteration 11Q: 3 clusters Score -1957736 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1958153.125000 Penalty: 4770.001465
	Iteration 12Q: 3 clusters Score -1958153 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1958526.125000 Penalty: 4770.001465
	Iteration 13Q: 3 clusters Score -1958526 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1958788.625000 Penalty: 4770.001465
	Iteration 14Q: 3 clusters Score -1958789 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1959000.875000 Penalty: 4770.001465
	Iteration 15Q: 3 clusters Score -1959001 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1959148.500000 Penalty: 4770.001465
	Iteration 16Q: 3 clusters Score -1959148 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1959266.500000 Penalty: 4770.001465
	Iteration 17Q: 3 clusters Score -1959266 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1959334.000000 Penalty: 4770.001465
	Iteration 18Q: 3 clusters Score -1959334 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1959385.500000 Penalty: 4770.001465
	Iteration 19Q: 3 clusters Score -1959386 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1959433.750000 Penalty: 4770.001465
	Iteration 20F: 3 clusters Score -1959434 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1959466.500000 Penalty: 4770.001465
	Iteration 21Q: 3 clusters Score -1959466 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1959498.000000 Penalty: 4770.001465
	Iteration 22Q: 3 clusters Score -1959498 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1959531.500000 Penalty: 4770.001465
	Iteration 23Q: 3 clusters Score -1959532 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1959560.750000 Penalty: 4770.001465
	Iteration 24Q: 3 clusters Score -1959561 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1959574.875000 Penalty: 4770.001465
	Iteration 25Q: 3 clusters Score -1959575 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1959595.875000 Penalty: 4770.001465
	Iteration 26Q: 3 clusters Score -1959596 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1959612.750000 Penalty: 4770.001465
	Iteration 27Q: 3 clusters Score -1959613 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1959637.000000 Penalty: 4770.001465
	Iteration 28Q: 3 clusters Score -1959637 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1959642.875000 Penalty: 4770.001465
	Iteration 29Q: 3 clusters Score -1959643 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1959669.125000 Penalty: 4770.001465
	Iteration 30Q: 3 clusters Score -1959669 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1959680.000000 Penalty: 4770.001465
	Iteration 31Q: 3 clusters Score -1959680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1959701.250000 Penalty: 4770.001465
	Iteration 32Q: 3 clusters Score -1959701 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1959718.750000 Penalty: 4770.001465
	Iteration 33Q: 3 clusters Score -1959719 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1959746.000000 Penalty: 4770.001465
	Iteration 34Q: 3 clusters Score -1959746 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1959769.000000 Penalty: 4770.001465
	Iteration 35Q: 3 clusters Score -1959769 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1959795.375000 Penalty: 4770.001465
	Iteration 36Q: 3 clusters Score -1959795 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1959824.250000 Penalty: 4770.001465
	Iteration 37Q: 3 clusters Score -1959824 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1959847.500000 Penalty: 4770.001465
	Iteration 38Q: 3 clusters Score -1959848 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1959886.000000 Penalty: 4770.001465
	Iteration 39Q: 3 clusters Score -1959886 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1959920.250000 Penalty: 4770.001465
	Iteration 40F: 3 clusters Score -1959920 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1959945.375000 Penalty: 4770.001465
	Iteration 41Q: 3 clusters Score -1959945 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1959973.250000 Penalty: 4770.001465
	Iteration 42Q: 3 clusters Score -1959973 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1960002.875000 Penalty: 4770.001465
	Iteration 43Q: 3 clusters Score -1960003 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1960024.750000 Penalty: 4770.001465
	Iteration 44Q: 3 clusters Score -1960025 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1960050.750000 Penalty: 4770.001465
	Iteration 45Q: 3 clusters Score -1960051 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1960068.250000 Penalty: 4770.001465
	Iteration 46Q: 3 clusters Score -1960068 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1960091.875000 Penalty: 4770.001465
	Iteration 47Q: 3 clusters Score -1960092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1960098.500000 Penalty: 4770.001465
	Iteration 48Q: 3 clusters Score -1960098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1960121.875000 Penalty: 4770.001465
	Iteration 49Q: 3 clusters Score -1960122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1960139.125000 Penalty: 4770.001465
	Iteration 50Q: 3 clusters Score -1960139 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1960159.875000 Penalty: 4770.001465
	Iteration 51Q: 3 clusters Score -1960160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1960169.750000 Penalty: 4770.001465
	Iteration 52Q: 3 clusters Score -1960170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1960186.250000 Penalty: 4770.001465
	Iteration 53Q: 3 clusters Score -1960186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1960197.750000 Penalty: 4770.001465
	Iteration 54Q: 3 clusters Score -1960198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1960211.500000 Penalty: 4770.001465
	Iteration 55Q: 3 clusters Score -1960212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1960221.250000 Penalty: 4770.001465
	Iteration 56Q: 3 clusters Score -1960221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1960229.875000 Penalty: 4770.001465
	Iteration 57Q: 3 clusters Score -1960230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1960237.875000 Penalty: 4770.001465
	Iteration 58Q: 3 clusters Score -1960238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1960244.375000 Penalty: 4770.001465
	Iteration 59Q: 3 clusters Score -1960244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1960254.250000 Penalty: 4770.001465
	Iteration 60F: 3 clusters Score -1960254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1960267.750000 Penalty: 4770.001465
	Iteration 61Q: 3 clusters Score -1960268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1960282.750000 Penalty: 4770.001465
	Iteration 62Q: 3 clusters Score -1960283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1960288.625000 Penalty: 4770.001465
	Iteration 63Q: 3 clusters Score -1960289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1960300.625000 Penalty: 4770.001465
	Iteration 64Q: 3 clusters Score -1960301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1960312.000000 Penalty: 4770.001465
	Iteration 65Q: 3 clusters Score -1960312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1960318.750000 Penalty: 4770.001465
	Iteration 66Q: 3 clusters Score -1960319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1960326.625000 Penalty: 4770.001465
	Iteration 67Q: 3 clusters Score -1960327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1960333.375000 Penalty: 4770.001465
	Iteration 68Q: 3 clusters Score -1960333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1960334.250000 Penalty: 4770.001465
	Iteration 69Q: 3 clusters Score -1960334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1960341.375000 Penalty: 4770.001465
	Iteration 70Q: 3 clusters Score -1960341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1960349.125000 Penalty: 4770.001465
	Iteration 71Q: 3 clusters Score -1960349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1960352.250000 Penalty: 4770.001465
	Iteration 72Q: 3 clusters Score -1960352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1960356.000000 Penalty: 4770.001465
	Iteration 73Q: 3 clusters Score -1960356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1960361.000000 Penalty: 4770.001465
	Iteration 74Q: 3 clusters Score -1960361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1960363.625000 Penalty: 4770.001465
	Iteration 75Q: 3 clusters Score -1960364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1960367.250000 Penalty: 4770.001465
	Iteration 76Q: 3 clusters Score -1960367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1960367.875000 Penalty: 4770.001465
	Iteration 77Q: 3 clusters Score -1960368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1960368.125000 Penalty: 4770.001465
	Iteration 78Q: 3 clusters Score -1960368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1960366.750000 Penalty: 4770.001465
	Iteration 79Q: 3 clusters Score -1960367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1960369.000000 Penalty: 4770.001465
	Iteration 80F: 3 clusters Score -1960369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1960369.125000 Penalty: 4770.001465
	Iteration 81Q: 3 clusters Score -1960369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1960374.125000 Penalty: 4770.001465
	Iteration 82Q: 3 clusters Score -1960374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1960377.000000 Penalty: 4770.001465
	Iteration 83Q: 3 clusters Score -1960377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1960377.250000 Penalty: 4770.001465
	Iteration 84Q: 3 clusters Score -1960377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1960378.125000 Penalty: 4770.001465
	Iteration 85Q: 3 clusters Score -1960378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1960378.125000 Penalty: 4770.001465
	Iteration 86F: 3 clusters Score -1960378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Entering Unmasked Estep 
Score: -3005535.250000 Penalty: 2508.380371
	Iteration 0F: 2 clusters Score -3005535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2988528.750000 Penalty: 5016.760742
	Iteration 0F: 3 clusters Score -2988529 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2994579.750000 Penalty: 5016.760742
	Iteration 1F: 3 clusters Score -2994580 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2995380.750000 Penalty: 5016.760742
	Iteration 2F: 3 clusters Score -2995381 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2996203.250000 Penalty: 5016.760742
	Iteration 3F: 3 clusters Score -2996203 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2996970.750000 Penalty: 5016.760742
	Iteration 4F: 3 clusters Score -2996971 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2997670.750000 Penalty: 5016.760742
	Iteration 5F: 3 clusters Score -2997671 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2998207.000000 Penalty: 5016.760742
	Iteration 6Q: 3 clusters Score -2998207 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2998706.000000 Penalty: 5016.760742
	Iteration 7Q: 3 clusters Score -2998706 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2999186.500000 Penalty: 5016.760742
	Iteration 8Q: 3 clusters Score -2999186 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2999681.250000 Penalty: 5016.760742
	Iteration 9Q: 3 clusters Score -2999681 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3000212.750000 Penalty: 5016.760742
	Iteration 10Q: 3 clusters Score -3000213 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -3000810.000000 Penalty: 5016.760742
	Iteration 11Q: 3 clusters Score -3000810 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3001387.000000 Penalty: 5016.760742
	Iteration 12Q: 3 clusters Score -3001387 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -3001854.500000 Penalty: 5016.760742
	Iteration 13Q: 3 clusters Score -3001854 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -3002146.750000 Penalty: 5016.760742
	Iteration 14Q: 3 clusters Score -3002147 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -3002366.000000 Penalty: 5016.760742
	Iteration 15Q: 3 clusters Score -3002366 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3002503.000000 Penalty: 5016.760742
	Iteration 16Q: 3 clusters Score -3002503 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3002610.500000 Penalty: 5016.760742
	Iteration 17Q: 3 clusters Score -3002610 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -3002669.500000 Penalty: 5016.760742
	Iteration 18Q: 3 clusters Score -3002670 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -3002718.500000 Penalty: 5016.760742
	Iteration 19Q: 3 clusters Score -3002718 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -3002751.750000 Penalty: 5016.760742
	Iteration 20F: 3 clusters Score -3002752 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3002781.750000 Penalty: 5016.760742
	Iteration 21Q: 3 clusters Score -3002782 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3002800.500000 Penalty: 5016.760742
	Iteration 22Q: 3 clusters Score -3002800 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -3002821.500000 Penalty: 5016.760742
	Iteration 23Q: 3 clusters Score -3002822 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3002829.250000 Penalty: 5016.760742
	Iteration 24Q: 3 clusters Score -3002829 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3002838.250000 Penalty: 5016.760742
	Iteration 25Q: 3 clusters Score -3002838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -3002830.500000 Penalty: 5016.760742
	Iteration 26Q: 3 clusters Score -3002830 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -3002833.500000 Penalty: 5016.760742
	Iteration 27Q: 3 clusters Score -3002834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3002845.000000 Penalty: 5016.760742
	Iteration 28Q: 3 clusters Score -3002845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -3002857.000000 Penalty: 5016.760742
	Iteration 29Q: 3 clusters Score -3002857 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -3002853.750000 Penalty: 5016.760742
	Iteration 30Q: 3 clusters Score -3002854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -3002850.750000 Penalty: 5016.760742
	Iteration 31Q: 3 clusters Score -3002851 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -3002861.000000 Penalty: 5016.760742
	Iteration 32Q: 3 clusters Score -3002861 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3002871.250000 Penalty: 5016.760742
	Iteration 33Q: 3 clusters Score -3002871 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3002869.500000 Penalty: 5016.760742
	Iteration 34Q: 3 clusters Score -3002870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3002873.250000 Penalty: 5016.760742
	Iteration 35Q: 3 clusters Score -3002873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3002870.750000 Penalty: 5016.760742
	Iteration 36Q: 3 clusters Score -3002871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3002879.250000 Penalty: 5016.760742
	Iteration 37Q: 3 clusters Score -3002879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -3002879.500000 Penalty: 5016.760742
	Iteration 38Q: 3 clusters Score -3002880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3002886.250000 Penalty: 5016.760742
	Iteration 39Q: 3 clusters Score -3002886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3002888.250000 Penalty: 5016.760742
	Iteration 40F: 3 clusters Score -3002888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -3002897.500000 Penalty: 5016.760742
	Iteration 41Q: 3 clusters Score -3002898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -3002900.500000 Penalty: 5016.760742
	Iteration 42Q: 3 clusters Score -3002900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3002895.750000 Penalty: 5016.760742
	Iteration 43Q: 3 clusters Score -3002896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3002898.000000 Penalty: 5016.760742
	Iteration 44Q: 3 clusters Score -3002898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3002897.750000 Penalty: 5016.760742
	Iteration 45Q: 3 clusters Score -3002898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -3002894.500000 Penalty: 5016.760742
	Iteration 46Q: 3 clusters Score -3002894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -3002896.750000 Penalty: 5016.760742
	Iteration 47Q: 3 clusters Score -3002897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3002898.750000 Penalty: 5016.760742
	Iteration 48Q: 3 clusters Score -3002899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3002898.500000 Penalty: 5016.760742
	Iteration 49Q: 3 clusters Score -3002898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3002897.500000 Penalty: 5016.760742
	Iteration 50Q: 3 clusters Score -3002898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3002900.500000 Penalty: 5016.760742
	Iteration 51Q: 3 clusters Score -3002900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -3002903.250000 Penalty: 5016.760742
	Iteration 52Q: 3 clusters Score -3002903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3002898.250000 Penalty: 5016.760742
	Iteration 53Q: 3 clusters Score -3002898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -3002902.500000 Penalty: 5016.760742
	Iteration 54Q: 3 clusters Score -3002902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -3002904.250000 Penalty: 5016.760742
	Iteration 55Q: 3 clusters Score -3002904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3002906.000000 Penalty: 5016.760742
	Iteration 56Q: 3 clusters Score -3002906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3002906.000000 Penalty: 5016.760742
	Iteration 57Q: 3 clusters Score -3002906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3002911.250000 Penalty: 5016.760742
	Iteration 58Q: 3 clusters Score -3002911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3002912.000000 Penalty: 5016.760742
	Iteration 59Q: 3 clusters Score -3002912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3002909.500000 Penalty: 5016.760742
	Iteration 60F: 3 clusters Score -3002910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3002911.500000 Penalty: 5016.760742
	Iteration 61Q: 3 clusters Score -3002912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3002914.000000 Penalty: 5016.760742
	Iteration 62Q: 3 clusters Score -3002914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3002913.750000 Penalty: 5016.760742
	Iteration 63Q: 3 clusters Score -3002914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3002911.500000 Penalty: 5016.760742
	Iteration 64Q: 3 clusters Score -3002912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3002909.750000 Penalty: 5016.760742
	Iteration 65Q: 3 clusters Score -3002910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3002912.500000 Penalty: 5016.760742
	Iteration 66Q: 3 clusters Score -3002912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3002908.000000 Penalty: 5016.760742
	Iteration 67Q: 3 clusters Score -3002908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -3002909.250000 Penalty: 5016.760742
	Iteration 68Q: 3 clusters Score -3002909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3002912.500000 Penalty: 5016.760742
	Iteration 69Q: 3 clusters Score -3002912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3002914.250000 Penalty: 5016.760742
	Iteration 70Q: 3 clusters Score -3002914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3002914.250000 Penalty: 5016.760742
	Iteration 71F: 3 clusters Score -3002914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Entering Unmasked Estep 
Score: -3246234.750000 Penalty: 2518.946777
	Iteration 0F: 2 clusters Score -3246235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -3228495.250000 Penalty: 5037.893555
	Iteration 0F: 3 clusters Score -3228495 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -3234903.250000 Penalty: 5037.893555
	Iteration 1F: 3 clusters Score -3234903 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -3235479.750000 Penalty: 5037.893555
	Iteration 2F: 3 clusters Score -3235480 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3236299.500000 Penalty: 5037.893555
	Iteration 3F: 3 clusters Score -3236300 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -3237428.250000 Penalty: 5037.893555
	Iteration 4F: 3 clusters Score -3237428 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -3238877.250000 Penalty: 5037.893555
	Iteration 5F: 3 clusters Score -3238877 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -3240602.250000 Penalty: 5037.893555
	Iteration 6F: 3 clusters Score -3240602 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3242370.500000 Penalty: 5037.893555
	Iteration 7F: 3 clusters Score -3242370 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3243610.250000 Penalty: 5037.893555
	Iteration 8F: 3 clusters Score -3243610 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -3244503.750000 Penalty: 5037.893555
	Iteration 9Q: 3 clusters Score -3244504 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -3245071.250000 Penalty: 5037.893555
	Iteration 10Q: 3 clusters Score -3245071 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3245432.250000 Penalty: 5037.893555
	Iteration 11Q: 3 clusters Score -3245432 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -3245615.000000 Penalty: 5037.893555
	Iteration 12Q: 3 clusters Score -3245615 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -3245708.500000 Penalty: 5037.893555
	Iteration 13Q: 3 clusters Score -3245708 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -3245753.000000 Penalty: 5037.893555
	Iteration 14Q: 3 clusters Score -3245753 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3245787.750000 Penalty: 5037.893555
	Iteration 15Q: 3 clusters Score -3245788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -3245807.750000 Penalty: 5037.893555
	Iteration 16Q: 3 clusters Score -3245808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3245824.000000 Penalty: 5037.893555
	Iteration 17Q: 3 clusters Score -3245824 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3245829.750000 Penalty: 5037.893555
	Iteration 18Q: 3 clusters Score -3245830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -3245849.250000 Penalty: 5037.893555
	Iteration 19Q: 3 clusters Score -3245849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -3245859.500000 Penalty: 5037.893555
	Iteration 20F: 3 clusters Score -3245860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3245852.750000 Penalty: 5037.893555
	Iteration 21Q: 3 clusters Score -3245853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -3245853.500000 Penalty: 5037.893555
	Iteration 22Q: 3 clusters Score -3245854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -3245861.250000 Penalty: 5037.893555
	Iteration 23Q: 3 clusters Score -3245861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3245863.500000 Penalty: 5037.893555
	Iteration 24Q: 3 clusters Score -3245864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3245867.500000 Penalty: 5037.893555
	Iteration 25Q: 3 clusters Score -3245868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -3245863.250000 Penalty: 5037.893555
	Iteration 26Q: 3 clusters Score -3245863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -3245869.750000 Penalty: 5037.893555
	Iteration 27Q: 3 clusters Score -3245870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3245870.000000 Penalty: 5037.893555
	Iteration 28Q: 3 clusters Score -3245870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3245870.250000 Penalty: 5037.893555
	Iteration 29Q: 3 clusters Score -3245870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3245868.000000 Penalty: 5037.893555
	Iteration 30Q: 3 clusters Score -3245868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3245870.000000 Penalty: 5037.893555
	Iteration 31Q: 3 clusters Score -3245870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -3245869.500000 Penalty: 5037.893555
	Iteration 32Q: 3 clusters Score -3245870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3245874.000000 Penalty: 5037.893555
	Iteration 33Q: 3 clusters Score -3245874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3245876.250000 Penalty: 5037.893555
	Iteration 34Q: 3 clusters Score -3245876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3245876.250000 Penalty: 5037.893555
	Iteration 35F: 3 clusters Score -3245876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Entering Unmasked Estep 
Score: -2642237.500000 Penalty: 2459.610596
	Iteration 0F: 2 clusters Score -2642238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2628096.000000 Penalty: 4919.221191
	Iteration 0F: 3 clusters Score -2628096 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2632815.250000 Penalty: 4919.221191
	Iteration 1F: 3 clusters Score -2632815 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2633226.750000 Penalty: 4919.221191
	Iteration 2F: 3 clusters Score -2633227 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2633587.500000 Penalty: 4919.221191
	Iteration 3Q: 3 clusters Score -2633588 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2633840.000000 Penalty: 4919.221191
	Iteration 4Q: 3 clusters Score -2633840 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2634054.500000 Penalty: 4919.221191
	Iteration 5Q: 3 clusters Score -2634054 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2634240.500000 Penalty: 4919.221191
	Iteration 6Q: 3 clusters Score -2634240 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2634418.750000 Penalty: 4919.221191
	Iteration 7Q: 3 clusters Score -2634419 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2634592.250000 Penalty: 4919.221191
	Iteration 8Q: 3 clusters Score -2634592 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2634787.250000 Penalty: 4919.221191
	Iteration 9Q: 3 clusters Score -2634787 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2634996.250000 Penalty: 4919.221191
	Iteration 10Q: 3 clusters Score -2634996 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2635250.000000 Penalty: 4919.221191
	Iteration 11Q: 3 clusters Score -2635250 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2635536.500000 Penalty: 4919.221191
	Iteration 12Q: 3 clusters Score -2635536 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2635914.000000 Penalty: 4919.221191
	Iteration 13Q: 3 clusters Score -2635914 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2636317.000000 Penalty: 4919.221191
	Iteration 14Q: 3 clusters Score -2636317 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2636749.000000 Penalty: 4919.221191
	Iteration 15Q: 3 clusters Score -2636749 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2637177.250000 Penalty: 4919.221191
	Iteration 16Q: 3 clusters Score -2637177 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2637503.000000 Penalty: 4919.221191
	Iteration 17Q: 3 clusters Score -2637503 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2637857.250000 Penalty: 4919.221191
	Iteration 18Q: 3 clusters Score -2637857 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2638233.500000 Penalty: 4919.221191
	Iteration 19Q: 3 clusters Score -2638234 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2638664.500000 Penalty: 4919.221191
	Iteration 20F: 3 clusters Score -2638664 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2639012.500000 Penalty: 4919.221191
	Iteration 21Q: 3 clusters Score -2639012 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2639288.750000 Penalty: 4919.221191
	Iteration 22Q: 3 clusters Score -2639289 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2639466.500000 Penalty: 4919.221191
	Iteration 23Q: 3 clusters Score -2639466 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2639576.750000 Penalty: 4919.221191
	Iteration 24Q: 3 clusters Score -2639577 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2639667.000000 Penalty: 4919.221191
	Iteration 25Q: 3 clusters Score -2639667 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2639741.750000 Penalty: 4919.221191
	Iteration 26Q: 3 clusters Score -2639742 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2639791.500000 Penalty: 4919.221191
	Iteration 27Q: 3 clusters Score -2639792 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2639829.000000 Penalty: 4919.221191
	Iteration 28Q: 3 clusters Score -2639829 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2639846.750000 Penalty: 4919.221191
	Iteration 29Q: 3 clusters Score -2639847 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2639875.500000 Penalty: 4919.221191
	Iteration 30Q: 3 clusters Score -2639876 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2639907.750000 Penalty: 4919.221191
	Iteration 31Q: 3 clusters Score -2639908 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2639945.250000 Penalty: 4919.221191
	Iteration 32Q: 3 clusters Score -2639945 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2639975.250000 Penalty: 4919.221191
	Iteration 33Q: 3 clusters Score -2639975 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2640009.750000 Penalty: 4919.221191
	Iteration 34Q: 3 clusters Score -2640010 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2640032.750000 Penalty: 4919.221191
	Iteration 35Q: 3 clusters Score -2640033 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2640065.500000 Penalty: 4919.221191
	Iteration 36Q: 3 clusters Score -2640066 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2640086.250000 Penalty: 4919.221191
	Iteration 37Q: 3 clusters Score -2640086 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2640104.500000 Penalty: 4919.221191
	Iteration 38Q: 3 clusters Score -2640104 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2640137.000000 Penalty: 4919.221191
	Iteration 39Q: 3 clusters Score -2640137 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2640157.250000 Penalty: 4919.221191
	Iteration 40F: 3 clusters Score -2640157 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2640191.000000 Penalty: 4919.221191
	Iteration 41Q: 3 clusters Score -2640191 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2640220.750000 Penalty: 4919.221191
	Iteration 42Q: 3 clusters Score -2640221 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2640261.000000 Penalty: 4919.221191
	Iteration 43Q: 3 clusters Score -2640261 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2640290.250000 Penalty: 4919.221191
	Iteration 44Q: 3 clusters Score -2640290 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2640316.750000 Penalty: 4919.221191
	Iteration 45Q: 3 clusters Score -2640317 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2640355.500000 Penalty: 4919.221191
	Iteration 46Q: 3 clusters Score -2640356 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2640376.750000 Penalty: 4919.221191
	Iteration 47Q: 3 clusters Score -2640377 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2640405.500000 Penalty: 4919.221191
	Iteration 48Q: 3 clusters Score -2640406 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2640418.750000 Penalty: 4919.221191
	Iteration 49Q: 3 clusters Score -2640419 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2640446.250000 Penalty: 4919.221191
	Iteration 50Q: 3 clusters Score -2640446 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2640480.500000 Penalty: 4919.221191
	Iteration 51Q: 3 clusters Score -2640480 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2640507.250000 Penalty: 4919.221191
	Iteration 52Q: 3 clusters Score -2640507 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2640529.500000 Penalty: 4919.221191
	Iteration 53Q: 3 clusters Score -2640530 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2640550.250000 Penalty: 4919.221191
	Iteration 54Q: 3 clusters Score -2640550 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2640568.000000 Penalty: 4919.221191
	Iteration 55Q: 3 clusters Score -2640568 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2640584.000000 Penalty: 4919.221191
	Iteration 56Q: 3 clusters Score -2640584 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2640608.750000 Penalty: 4919.221191
	Iteration 57Q: 3 clusters Score -2640609 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2640631.250000 Penalty: 4919.221191
	Iteration 58Q: 3 clusters Score -2640631 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2640642.250000 Penalty: 4919.221191
	Iteration 59Q: 3 clusters Score -2640642 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2640651.000000 Penalty: 4919.221191
	Iteration 60F: 3 clusters Score -2640651 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2640665.750000 Penalty: 4919.221191
	Iteration 61Q: 3 clusters Score -2640666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2640668.500000 Penalty: 4919.221191
	Iteration 62Q: 3 clusters Score -2640668 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2640674.250000 Penalty: 4919.221191
	Iteration 63Q: 3 clusters Score -2640674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2640691.750000 Penalty: 4919.221191
	Iteration 64Q: 3 clusters Score -2640692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2640686.500000 Penalty: 4919.221191
	Iteration 65Q: 3 clusters Score -2640686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2640693.250000 Penalty: 4919.221191
	Iteration 66Q: 3 clusters Score -2640693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2640695.250000 Penalty: 4919.221191
	Iteration 67Q: 3 clusters Score -2640695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2640693.000000 Penalty: 4919.221191
	Iteration 68Q: 3 clusters Score -2640693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2640691.250000 Penalty: 4919.221191
	Iteration 69Q: 3 clusters Score -2640691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2640700.250000 Penalty: 4919.221191
	Iteration 70Q: 3 clusters Score -2640700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2640706.750000 Penalty: 4919.221191
	Iteration 71Q: 3 clusters Score -2640707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2640711.750000 Penalty: 4919.221191
	Iteration 72Q: 3 clusters Score -2640712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2640706.750000 Penalty: 4919.221191
	Iteration 73Q: 3 clusters Score -2640707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2640717.250000 Penalty: 4919.221191
	Iteration 74Q: 3 clusters Score -2640717 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2640726.750000 Penalty: 4919.221191
	Iteration 75Q: 3 clusters Score -2640727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2640734.000000 Penalty: 4919.221191
	Iteration 76Q: 3 clusters Score -2640734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2640732.250000 Penalty: 4919.221191
	Iteration 77Q: 3 clusters Score -2640732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2640736.750000 Penalty: 4919.221191
	Iteration 78Q: 3 clusters Score -2640737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2640737.500000 Penalty: 4919.221191
	Iteration 79Q: 3 clusters Score -2640738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2640730.500000 Penalty: 4919.221191
	Iteration 80F: 3 clusters Score -2640730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2640729.250000 Penalty: 4919.221191
	Iteration 81Q: 3 clusters Score -2640729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2640732.750000 Penalty: 4919.221191
	Iteration 82Q: 3 clusters Score -2640733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2640739.250000 Penalty: 4919.221191
	Iteration 83Q: 3 clusters Score -2640739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2640743.000000 Penalty: 4919.221191
	Iteration 84Q: 3 clusters Score -2640743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2640746.750000 Penalty: 4919.221191
	Iteration 85Q: 3 clusters Score -2640747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2640745.000000 Penalty: 4919.221191
	Iteration 86Q: 3 clusters Score -2640745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2640747.500000 Penalty: 4919.221191
	Iteration 87Q: 3 clusters Score -2640748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2640741.750000 Penalty: 4919.221191
	Iteration 88Q: 3 clusters Score -2640742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2640746.000000 Penalty: 4919.221191
	Iteration 89Q: 3 clusters Score -2640746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2640746.500000 Penalty: 4919.221191
	Iteration 90Q: 3 clusters Score -2640746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2640747.500000 Penalty: 4919.221191
	Iteration 91Q: 3 clusters Score -2640748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2640744.250000 Penalty: 4919.221191
	Iteration 92Q: 3 clusters Score -2640744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2640750.250000 Penalty: 4919.221191
	Iteration 93Q: 3 clusters Score -2640750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2640750.000000 Penalty: 4919.221191
	Iteration 94Q: 3 clusters Score -2640750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2640749.000000 Penalty: 4919.221191
	Iteration 95Q: 3 clusters Score -2640749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2640746.750000 Penalty: 4919.221191
	Iteration 96Q: 3 clusters Score -2640747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2640738.500000 Penalty: 4919.221191
	Iteration 97Q: 3 clusters Score -2640738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2640739.000000 Penalty: 4919.221191
	Iteration 98Q: 3 clusters Score -2640739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2640741.250000 Penalty: 4919.221191
	Iteration 99Q: 3 clusters Score -2640741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2640739.000000 Penalty: 4919.221191
	Iteration 100F: 3 clusters Score -2640739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2640744.750000 Penalty: 4919.221191
	Iteration 101Q: 3 clusters Score -2640745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2640746.250000 Penalty: 4919.221191
	Iteration 102Q: 3 clusters Score -2640746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2640749.250000 Penalty: 4919.221191
	Iteration 103Q: 3 clusters Score -2640749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2640753.000000 Penalty: 4919.221191
	Iteration 104Q: 3 clusters Score -2640753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2640752.750000 Penalty: 4919.221191
	Iteration 105Q: 3 clusters Score -2640753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2640751.750000 Penalty: 4919.221191
	Iteration 106Q: 3 clusters Score -2640752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2640749.750000 Penalty: 4919.221191
	Iteration 107Q: 3 clusters Score -2640750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2640752.000000 Penalty: 4919.221191
	Iteration 108Q: 3 clusters Score -2640752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2640755.750000 Penalty: 4919.221191
	Iteration 109Q: 3 clusters Score -2640756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2640756.250000 Penalty: 4919.221191
	Iteration 110Q: 3 clusters Score -2640756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2640753.750000 Penalty: 4919.221191
	Iteration 111Q: 3 clusters Score -2640754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2640758.000000 Penalty: 4919.221191
	Iteration 112Q: 3 clusters Score -2640758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2640756.250000 Penalty: 4919.221191
	Iteration 113Q: 3 clusters Score -2640756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2640756.250000 Penalty: 4919.221191
	Iteration 114F: 3 clusters Score -2640756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Entering Unmasked Estep 
Score: -1056338.125000 Penalty: 2238.641113
	Iteration 0F: 2 clusters Score -1056338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1049752.000000 Penalty: 4477.282227
	Iteration 0F: 3 clusters Score -1049752 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1051547.750000 Penalty: 4477.282227
	Iteration 1F: 3 clusters Score -1051548 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1051899.000000 Penalty: 4477.282227
	Iteration 2F: 3 clusters Score -1051899 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1052204.375000 Penalty: 4477.282227
	Iteration 3F: 3 clusters Score -1052204 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1052539.875000 Penalty: 4477.282227
	Iteration 4F: 3 clusters Score -1052540 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1052864.250000 Penalty: 4477.282227
	Iteration 5F: 3 clusters Score -1052864 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1053143.250000 Penalty: 4477.282227
	Iteration 6F: 3 clusters Score -1053143 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1053366.000000 Penalty: 4477.282227
	Iteration 7Q: 3 clusters Score -1053366 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1053564.250000 Penalty: 4477.282227
	Iteration 8Q: 3 clusters Score -1053564 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1053735.875000 Penalty: 4477.282227
	Iteration 9Q: 3 clusters Score -1053736 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1053875.000000 Penalty: 4477.282227
	Iteration 10Q: 3 clusters Score -1053875 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1054001.250000 Penalty: 4477.282227
	Iteration 11Q: 3 clusters Score -1054001 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1054121.250000 Penalty: 4477.282227
	Iteration 12Q: 3 clusters Score -1054121 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1054231.750000 Penalty: 4477.282227
	Iteration 13Q: 3 clusters Score -1054232 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1054328.125000 Penalty: 4477.282227
	Iteration 14Q: 3 clusters Score -1054328 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1054399.375000 Penalty: 4477.282227
	Iteration 15Q: 3 clusters Score -1054399 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1054448.250000 Penalty: 4477.282227
	Iteration 16Q: 3 clusters Score -1054448 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1054490.625000 Penalty: 4477.282227
	Iteration 17Q: 3 clusters Score -1054491 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1054528.750000 Penalty: 4477.282227
	Iteration 18Q: 3 clusters Score -1054529 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1054559.625000 Penalty: 4477.282227
	Iteration 19Q: 3 clusters Score -1054560 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1054588.750000 Penalty: 4477.282227
	Iteration 20F: 3 clusters Score -1054589 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1054616.500000 Penalty: 4477.282227
	Iteration 21Q: 3 clusters Score -1054616 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1054641.250000 Penalty: 4477.282227
	Iteration 22Q: 3 clusters Score -1054641 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1054673.750000 Penalty: 4477.282227
	Iteration 23Q: 3 clusters Score -1054674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1054709.250000 Penalty: 4477.282227
	Iteration 24Q: 3 clusters Score -1054709 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1054735.125000 Penalty: 4477.282227
	Iteration 25Q: 3 clusters Score -1054735 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1054770.625000 Penalty: 4477.282227
	Iteration 26Q: 3 clusters Score -1054771 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1054806.875000 Penalty: 4477.282227
	Iteration 27Q: 3 clusters Score -1054807 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1054832.375000 Penalty: 4477.282227
	Iteration 28Q: 3 clusters Score -1054832 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1054862.875000 Penalty: 4477.282227
	Iteration 29Q: 3 clusters Score -1054863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1054902.625000 Penalty: 4477.282227
	Iteration 30Q: 3 clusters Score -1054903 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1054941.250000 Penalty: 4477.282227
	Iteration 31Q: 3 clusters Score -1054941 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1054984.125000 Penalty: 4477.282227
	Iteration 32Q: 3 clusters Score -1054984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1055012.125000 Penalty: 4477.282227
	Iteration 33Q: 3 clusters Score -1055012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1055031.250000 Penalty: 4477.282227
	Iteration 34Q: 3 clusters Score -1055031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1055053.375000 Penalty: 4477.282227
	Iteration 35Q: 3 clusters Score -1055053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1055076.875000 Penalty: 4477.282227
	Iteration 36Q: 3 clusters Score -1055077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1055111.375000 Penalty: 4477.282227
	Iteration 37Q: 3 clusters Score -1055111 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1055142.375000 Penalty: 4477.282227
	Iteration 38Q: 3 clusters Score -1055142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1055162.000000 Penalty: 4477.282227
	Iteration 39Q: 3 clusters Score -1055162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1055173.500000 Penalty: 4477.282227
	Iteration 40F: 3 clusters Score -1055174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1055186.625000 Penalty: 4477.282227
	Iteration 41Q: 3 clusters Score -1055187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1055194.125000 Penalty: 4477.282227
	Iteration 42Q: 3 clusters Score -1055194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1055200.625000 Penalty: 4477.282227
	Iteration 43Q: 3 clusters Score -1055201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1055209.500000 Penalty: 4477.282227
	Iteration 44Q: 3 clusters Score -1055210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1055214.250000 Penalty: 4477.282227
	Iteration 45Q: 3 clusters Score -1055214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1055218.750000 Penalty: 4477.282227
	Iteration 46Q: 3 clusters Score -1055219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1055219.250000 Penalty: 4477.282227
	Iteration 47Q: 3 clusters Score -1055219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1055220.750000 Penalty: 4477.282227
	Iteration 48Q: 3 clusters Score -1055221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1055220.000000 Penalty: 4477.282227
	Iteration 49Q: 3 clusters Score -1055220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1055222.125000 Penalty: 4477.282227
	Iteration 50Q: 3 clusters Score -1055222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1055222.000000 Penalty: 4477.282227
	Iteration 51Q: 3 clusters Score -1055222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1055223.375000 Penalty: 4477.282227
	Iteration 52Q: 3 clusters Score -1055223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1055222.625000 Penalty: 4477.282227
	Iteration 53Q: 3 clusters Score -1055223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1055222.750000 Penalty: 4477.282227
	Iteration 54Q: 3 clusters Score -1055223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1055223.625000 Penalty: 4477.282227
	Iteration 55Q: 3 clusters Score -1055224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1055225.125000 Penalty: 4477.282227
	Iteration 56Q: 3 clusters Score -1055225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1055226.375000 Penalty: 4477.282227
	Iteration 57Q: 3 clusters Score -1055226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1055228.750000 Penalty: 4477.282227
	Iteration 58Q: 3 clusters Score -1055229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1055229.750000 Penalty: 4477.282227
	Iteration 59Q: 3 clusters Score -1055230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1055230.625000 Penalty: 4477.282227
	Iteration 60F: 3 clusters Score -1055231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1055231.000000 Penalty: 4477.282227
	Iteration 61Q: 3 clusters Score -1055231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1055230.750000 Penalty: 4477.282227
	Iteration 62Q: 3 clusters Score -1055231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1055230.875000 Penalty: 4477.282227
	Iteration 63Q: 3 clusters Score -1055231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1055231.625000 Penalty: 4477.282227
	Iteration 64Q: 3 clusters Score -1055232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1055231.625000 Penalty: 4477.282227
	Iteration 65F: 3 clusters Score -1055232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Entering Unmasked Estep 
Score: -1193992.000000 Penalty: 2291.350586
	Iteration 0F: 2 clusters Score -1193992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1186121.375000 Penalty: 4582.701172
	Iteration 0F: 3 clusters Score -1186121 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1188801.125000 Penalty: 4582.701172
	Iteration 1F: 3 clusters Score -1188801 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1189360.125000 Penalty: 4582.701172
	Iteration 2F: 3 clusters Score -1189360 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1189813.500000 Penalty: 4582.701172
	Iteration 3F: 3 clusters Score -1189814 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1190190.375000 Penalty: 4582.701172
	Iteration 4F: 3 clusters Score -1190190 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1190568.375000 Penalty: 4582.701172
	Iteration 5F: 3 clusters Score -1190568 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1190892.750000 Penalty: 4582.701172
	Iteration 6Q: 3 clusters Score -1190893 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1191131.250000 Penalty: 4582.701172
	Iteration 7Q: 3 clusters Score -1191131 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1191311.500000 Penalty: 4582.701172
	Iteration 8Q: 3 clusters Score -1191312 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1191445.750000 Penalty: 4582.701172
	Iteration 9Q: 3 clusters Score -1191446 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1191562.250000 Penalty: 4582.701172
	Iteration 10Q: 3 clusters Score -1191562 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1191655.375000 Penalty: 4582.701172
	Iteration 11Q: 3 clusters Score -1191655 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1191724.125000 Penalty: 4582.701172
	Iteration 12Q: 3 clusters Score -1191724 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1191773.625000 Penalty: 4582.701172
	Iteration 13Q: 3 clusters Score -1191774 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1191805.875000 Penalty: 4582.701172
	Iteration 14Q: 3 clusters Score -1191806 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1191827.750000 Penalty: 4582.701172
	Iteration 15Q: 3 clusters Score -1191828 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1191851.750000 Penalty: 4582.701172
	Iteration 16Q: 3 clusters Score -1191852 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1191869.375000 Penalty: 4582.701172
	Iteration 17Q: 3 clusters Score -1191869 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1191882.500000 Penalty: 4582.701172
	Iteration 18Q: 3 clusters Score -1191882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1191895.750000 Penalty: 4582.701172
	Iteration 19Q: 3 clusters Score -1191896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1191915.000000 Penalty: 4582.701172
	Iteration 20F: 3 clusters Score -1191915 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1191924.250000 Penalty: 4582.701172
	Iteration 21Q: 3 clusters Score -1191924 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1191941.500000 Penalty: 4582.701172
	Iteration 22Q: 3 clusters Score -1191942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1191953.000000 Penalty: 4582.701172
	Iteration 23Q: 3 clusters Score -1191953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1191968.625000 Penalty: 4582.701172
	Iteration 24Q: 3 clusters Score -1191969 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1191981.250000 Penalty: 4582.701172
	Iteration 25Q: 3 clusters Score -1191981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1191991.750000 Penalty: 4582.701172
	Iteration 26Q: 3 clusters Score -1191992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1192007.375000 Penalty: 4582.701172
	Iteration 27Q: 3 clusters Score -1192007 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1192015.000000 Penalty: 4582.701172
	Iteration 28Q: 3 clusters Score -1192015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1192017.875000 Penalty: 4582.701172
	Iteration 29Q: 3 clusters Score -1192018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1192024.250000 Penalty: 4582.701172
	Iteration 30Q: 3 clusters Score -1192024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1192030.625000 Penalty: 4582.701172
	Iteration 31Q: 3 clusters Score -1192031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1192035.000000 Penalty: 4582.701172
	Iteration 32Q: 3 clusters Score -1192035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1192040.875000 Penalty: 4582.701172
	Iteration 33Q: 3 clusters Score -1192041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1192044.500000 Penalty: 4582.701172
	Iteration 34Q: 3 clusters Score -1192044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1192048.125000 Penalty: 4582.701172
	Iteration 35Q: 3 clusters Score -1192048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1192050.875000 Penalty: 4582.701172
	Iteration 36Q: 3 clusters Score -1192051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1192056.250000 Penalty: 4582.701172
	Iteration 37Q: 3 clusters Score -1192056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1192064.125000 Penalty: 4582.701172
	Iteration 38Q: 3 clusters Score -1192064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1192067.000000 Penalty: 4582.701172
	Iteration 39Q: 3 clusters Score -1192067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1192074.000000 Penalty: 4582.701172
	Iteration 40F: 3 clusters Score -1192074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1192075.250000 Penalty: 4582.701172
	Iteration 41Q: 3 clusters Score -1192075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1192080.250000 Penalty: 4582.701172
	Iteration 42Q: 3 clusters Score -1192080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1192084.125000 Penalty: 4582.701172
	Iteration 43Q: 3 clusters Score -1192084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1192088.625000 Penalty: 4582.701172
	Iteration 44Q: 3 clusters Score -1192089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1192093.500000 Penalty: 4582.701172
	Iteration 45Q: 3 clusters Score -1192094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1192098.750000 Penalty: 4582.701172
	Iteration 46Q: 3 clusters Score -1192099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1192104.125000 Penalty: 4582.701172
	Iteration 47Q: 3 clusters Score -1192104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1192112.250000 Penalty: 4582.701172
	Iteration 48Q: 3 clusters Score -1192112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1192121.125000 Penalty: 4582.701172
	Iteration 49Q: 3 clusters Score -1192121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1192124.875000 Penalty: 4582.701172
	Iteration 50Q: 3 clusters Score -1192125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1192131.500000 Penalty: 4582.701172
	Iteration 51Q: 3 clusters Score -1192132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1192133.125000 Penalty: 4582.701172
	Iteration 52Q: 3 clusters Score -1192133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1192133.750000 Penalty: 4582.701172
	Iteration 53Q: 3 clusters Score -1192134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1192133.750000 Penalty: 4582.701172
	Iteration 54Q: 3 clusters Score -1192134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1192139.125000 Penalty: 4582.701172
	Iteration 55Q: 3 clusters Score -1192139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1192139.875000 Penalty: 4582.701172
	Iteration 56Q: 3 clusters Score -1192140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1192142.500000 Penalty: 4582.701172
	Iteration 57Q: 3 clusters Score -1192142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1192149.625000 Penalty: 4582.701172
	Iteration 58Q: 3 clusters Score -1192150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1192151.125000 Penalty: 4582.701172
	Iteration 59Q: 3 clusters Score -1192151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1192158.375000 Penalty: 4582.701172
	Iteration 60F: 3 clusters Score -1192158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1192162.250000 Penalty: 4582.701172
	Iteration 61Q: 3 clusters Score -1192162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1192164.500000 Penalty: 4582.701172
	Iteration 62Q: 3 clusters Score -1192164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1192169.500000 Penalty: 4582.701172
	Iteration 63Q: 3 clusters Score -1192170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1192171.375000 Penalty: 4582.701172
	Iteration 64Q: 3 clusters Score -1192171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1192177.125000 Penalty: 4582.701172
	Iteration 65Q: 3 clusters Score -1192177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1192179.375000 Penalty: 4582.701172
	Iteration 66Q: 3 clusters Score -1192179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1192187.500000 Penalty: 4582.701172
	Iteration 67Q: 3 clusters Score -1192188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1192193.375000 Penalty: 4582.701172
	Iteration 68Q: 3 clusters Score -1192193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1192199.625000 Penalty: 4582.701172
	Iteration 69Q: 3 clusters Score -1192200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1192209.875000 Penalty: 4582.701172
	Iteration 70Q: 3 clusters Score -1192210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1192223.000000 Penalty: 4582.701172
	Iteration 71Q: 3 clusters Score -1192223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1192227.500000 Penalty: 4582.701172
	Iteration 72Q: 3 clusters Score -1192228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1192239.875000 Penalty: 4582.701172
	Iteration 73Q: 3 clusters Score -1192240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1192250.125000 Penalty: 4582.701172
	Iteration 74Q: 3 clusters Score -1192250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1192264.625000 Penalty: 4582.701172
	Iteration 75Q: 3 clusters Score -1192265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1192273.125000 Penalty: 4582.701172
	Iteration 76Q: 3 clusters Score -1192273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1192274.875000 Penalty: 4582.701172
	Iteration 77Q: 3 clusters Score -1192275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1192282.125000 Penalty: 4582.701172
	Iteration 78Q: 3 clusters Score -1192282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1192283.750000 Penalty: 4582.701172
	Iteration 79Q: 3 clusters Score -1192284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1192291.750000 Penalty: 4582.701172
	Iteration 80F: 3 clusters Score -1192292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1192288.375000 Penalty: 4582.701172
	Iteration 81Q: 3 clusters Score -1192288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1192293.750000 Penalty: 4582.701172
	Iteration 82Q: 3 clusters Score -1192294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1192292.875000 Penalty: 4582.701172
	Iteration 83Q: 3 clusters Score -1192293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1192294.750000 Penalty: 4582.701172
	Iteration 84Q: 3 clusters Score -1192295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1192295.375000 Penalty: 4582.701172
	Iteration 85Q: 3 clusters Score -1192295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1192296.875000 Penalty: 4582.701172
	Iteration 86Q: 3 clusters Score -1192297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1192297.125000 Penalty: 4582.701172
	Iteration 87Q: 3 clusters Score -1192297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1192299.500000 Penalty: 4582.701172
	Iteration 88Q: 3 clusters Score -1192300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1192300.750000 Penalty: 4582.701172
	Iteration 89Q: 3 clusters Score -1192301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1192301.125000 Penalty: 4582.701172
	Iteration 90Q: 3 clusters Score -1192301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1192301.125000 Penalty: 4582.701172
	Iteration 91F: 3 clusters Score -1192301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Entering Unmasked Estep 
Score: -570560.687500 Penalty: 2080.899170
	Iteration 0F: 2 clusters Score -570560.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -566410.000000 Penalty: 4161.798340
	Iteration 0F: 3 clusters Score -566410 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -567371.312500 Penalty: 4161.798340
	Iteration 1F: 3 clusters Score -567371.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -567539.062500 Penalty: 4161.798340
	Iteration 2F: 3 clusters Score -567539.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -567659.750000 Penalty: 4161.798340
	Iteration 3Q: 3 clusters Score -567659.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -567745.062500 Penalty: 4161.798340
	Iteration 4Q: 3 clusters Score -567745.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -567813.250000 Penalty: 4161.798340
	Iteration 5Q: 3 clusters Score -567813.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -567872.187500 Penalty: 4161.798340
	Iteration 6Q: 3 clusters Score -567872.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -567914.875000 Penalty: 4161.798340
	Iteration 7Q: 3 clusters Score -567914.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -567952.687500 Penalty: 4161.798340
	Iteration 8Q: 3 clusters Score -567952.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -567992.500000 Penalty: 4161.798340
	Iteration 9Q: 3 clusters Score -567992.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -568039.062500 Penalty: 4161.798340
	Iteration 10Q: 3 clusters Score -568039.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -568084.875000 Penalty: 4161.798340
	Iteration 11Q: 3 clusters Score -568084.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -568139.187500 Penalty: 4161.798340
	Iteration 12Q: 3 clusters Score -568139.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -568199.125000 Penalty: 4161.798340
	Iteration 13Q: 3 clusters Score -568199.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -568252.750000 Penalty: 4161.798340
	Iteration 14Q: 3 clusters Score -568252.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -568314.437500 Penalty: 4161.798340
	Iteration 15Q: 3 clusters Score -568314.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -568370.750000 Penalty: 4161.798340
	Iteration 16Q: 3 clusters Score -568370.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -568422.250000 Penalty: 4161.798340
	Iteration 17Q: 3 clusters Score -568422.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -568473.875000 Penalty: 4161.798340
	Iteration 18Q: 3 clusters Score -568473.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -568519.562500 Penalty: 4161.798340
	Iteration 19Q: 3 clusters Score -568519.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -568561.937500 Penalty: 4161.798340
	Iteration 20F: 3 clusters Score -568561.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -568599.625000 Penalty: 4161.798340
	Iteration 21Q: 3 clusters Score -568599.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -568634.937500 Penalty: 4161.798340
	Iteration 22Q: 3 clusters Score -568634.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -568680.375000 Penalty: 4161.798340
	Iteration 23Q: 3 clusters Score -568680.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -568719.062500 Penalty: 4161.798340
	Iteration 24Q: 3 clusters Score -568719.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -568743.062500 Penalty: 4161.798340
	Iteration 25Q: 3 clusters Score -568743.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -568754.125000 Penalty: 4161.798340
	Iteration 26Q: 3 clusters Score -568754.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -568761.500000 Penalty: 4161.798340
	Iteration 27Q: 3 clusters Score -568761.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -568764.250000 Penalty: 4161.798340
	Iteration 28Q: 3 clusters Score -568764.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -568767.312500 Penalty: 4161.798340
	Iteration 29Q: 3 clusters Score -568767.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -568770.625000 Penalty: 4161.798340
	Iteration 30Q: 3 clusters Score -568770.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -568774.375000 Penalty: 4161.798340
	Iteration 31Q: 3 clusters Score -568774.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -568778.625000 Penalty: 4161.798340
	Iteration 32Q: 3 clusters Score -568778.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -568781.250000 Penalty: 4161.798340
	Iteration 33Q: 3 clusters Score -568781.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -568784.500000 Penalty: 4161.798340
	Iteration 34Q: 3 clusters Score -568784.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -568787.437500 Penalty: 4161.798340
	Iteration 35Q: 3 clusters Score -568787.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -568789.937500 Penalty: 4161.798340
	Iteration 36Q: 3 clusters Score -568789.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -568789.812500 Penalty: 4161.798340
	Iteration 37Q: 3 clusters Score -568789.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -568789.812500 Penalty: 4161.798340
	Iteration 38F: 3 clusters Score -568789.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -27291.599609 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -27291.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26220.855469 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -26220.86 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26724.337891 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -26724.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27008.820312 Penalty: 2892.613770
	Iteration 2F: 3 clusters Score -27008.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27177.443359 Penalty: 2892.613770
	Iteration 3F: 3 clusters Score -27177.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27289.167969 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -27289.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27331.328125 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -27331.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27343.865234 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -27343.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27348.082031 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -27348.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27354.115234 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -27354.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27361.207031 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -27361.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27361.207031 Penalty: 2892.613770
	Iteration 10F: 3 clusters Score -27361.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 3 contains 51046 members 
Mstep: Class 4 contains 4839 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 16797 members 
Mstep: Class 7 contains 183065 members 
Mstep: Class 8 contains 10159 members 
Mstep: Class 9 contains 74517 members 
Mstep: Class 10 contains 91321 members 
Mstep: Class 11 contains 4023 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 170552 members 
Mstep: Class 14 contains 8794 members 
Mstep: Class 15 contains 5554 members 
Mstep: Class 16 contains 96931 members 
Mstep: Class 17 contains 7838 members 
Mstep: Class 18 contains 29389 members 
Mstep: Class 19 contains 333 members 
Mstep: Class 20 contains 8748 members 
Mstep: Class 21 contains 7900 members 
Mstep: Class 22 contains 12026 members 
Mstep: Class 23 contains 35011 members 
Mstep: Class 24 contains 15017 members 
Mstep: Class 25 contains 24697 members 
Mstep: Class 26 contains 25772 members 
Mstep: Class 27 contains 20288 members 
Mstep: Class 28 contains 8323 members 
Mstep: Class 29 contains 10294 members 
Mstep: Class 30 contains 4406 members 
Mstep: Class 31 contains 166 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 11516 members 
Mstep: Class 34 contains 49318 members 
Mstep: Class 35 contains 14336 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 12261 members 
Mstep: Class 39 contains 2084 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 160566 members 
Mstep: Class 43 contains 886 members 
Mstep: Class 44 contains 175 members 
Entering Unmasked Estep 
Score: -150946864.000000 Penalty: 152864.640625
Splitting cluster 31 changes total score from -150947472.000000 to -150946864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -89170.250000 Penalty: 1640.451904
	Iteration 0F: 2 clusters Score -89170.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -87433.023438 Penalty: 3280.903809
	Iteration 0F: 3 clusters Score -87433.02 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -87654.632812 Penalty: 3280.903809
	Iteration 1F: 3 clusters Score -87654.63 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -87752.890625 Penalty: 3280.903809
	Iteration 2F: 3 clusters Score -87752.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -87804.085938 Penalty: 3280.903809
	Iteration 3Q: 3 clusters Score -87804.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -87837.804688 Penalty: 3280.903809
	Iteration 4Q: 3 clusters Score -87837.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -87871.125000 Penalty: 3280.903809
	Iteration 5Q: 3 clusters Score -87871.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -87891.789062 Penalty: 3280.903809
	Iteration 6Q: 3 clusters Score -87891.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -87904.296875 Penalty: 3280.903809
	Iteration 7Q: 3 clusters Score -87904.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -87918.234375 Penalty: 3280.903809
	Iteration 8Q: 3 clusters Score -87918.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -87924.609375 Penalty: 3280.903809
	Iteration 9Q: 3 clusters Score -87924.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -87933.070312 Penalty: 3280.903809
	Iteration 10Q: 3 clusters Score -87933.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -87940.554688 Penalty: 3280.903809
	Iteration 11Q: 3 clusters Score -87940.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87943.882812 Penalty: 3280.903809
	Iteration 12Q: 3 clusters Score -87943.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -87948.070312 Penalty: 3280.903809
	Iteration 13Q: 3 clusters Score -87948.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87953.640625 Penalty: 3280.903809
	Iteration 14Q: 3 clusters Score -87953.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87960.757812 Penalty: 3280.903809
	Iteration 15Q: 3 clusters Score -87960.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -87978.546875 Penalty: 3280.903809
	Iteration 16Q: 3 clusters Score -87978.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -87991.945312 Penalty: 3280.903809
	Iteration 17Q: 3 clusters Score -87991.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -87999.843750 Penalty: 3280.903809
	Iteration 18Q: 3 clusters Score -87999.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88008.953125 Penalty: 3280.903809
	Iteration 19Q: 3 clusters Score -88008.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -88019.554688 Penalty: 3280.903809
	Iteration 20F: 3 clusters Score -88019.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -88043.617188 Penalty: 3280.903809
	Iteration 21Q: 3 clusters Score -88043.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -88080.953125 Penalty: 3280.903809
	Iteration 22Q: 3 clusters Score -88080.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88119.671875 Penalty: 3280.903809
	Iteration 23Q: 3 clusters Score -88119.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88143.132812 Penalty: 3280.903809
	Iteration 24Q: 3 clusters Score -88143.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88153.710938 Penalty: 3280.903809
	Iteration 25Q: 3 clusters Score -88153.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -88154.539062 Penalty: 3280.903809
	Iteration 26Q: 3 clusters Score -88154.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -88161.992188 Penalty: 3280.903809
	Iteration 27Q: 3 clusters Score -88161.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -88163.554688 Penalty: 3280.903809
	Iteration 28Q: 3 clusters Score -88163.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -88165.171875 Penalty: 3280.903809
	Iteration 29Q: 3 clusters Score -88165.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -88165.171875 Penalty: 3280.903809
	Iteration 30F: 3 clusters Score -88165.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Entering Unmasked Estep 
Score: -1422628.375000 Penalty: 2319.170166
	Iteration 0F: 2 clusters Score -1422628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1414053.375000 Penalty: 4638.340332
	Iteration 0F: 3 clusters Score -1414053 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1416697.750000 Penalty: 4638.340332
	Iteration 1F: 3 clusters Score -1416698 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1417099.375000 Penalty: 4638.340332
	Iteration 2F: 3 clusters Score -1417099 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1417436.625000 Penalty: 4638.340332
	Iteration 3F: 3 clusters Score -1417437 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1417733.625000 Penalty: 4638.340332
	Iteration 4F: 3 clusters Score -1417734 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1418056.375000 Penalty: 4638.340332
	Iteration 5Q: 3 clusters Score -1418056 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1418380.000000 Penalty: 4638.340332
	Iteration 6Q: 3 clusters Score -1418380 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1418707.500000 Penalty: 4638.340332
	Iteration 7Q: 3 clusters Score -1418708 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1419052.375000 Penalty: 4638.340332
	Iteration 8Q: 3 clusters Score -1419052 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1419360.375000 Penalty: 4638.340332
	Iteration 9Q: 3 clusters Score -1419360 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1419600.875000 Penalty: 4638.340332
	Iteration 10Q: 3 clusters Score -1419601 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1419777.875000 Penalty: 4638.340332
	Iteration 11Q: 3 clusters Score -1419778 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1419906.250000 Penalty: 4638.340332
	Iteration 12Q: 3 clusters Score -1419906 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1420003.500000 Penalty: 4638.340332
	Iteration 13Q: 3 clusters Score -1420004 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1420095.125000 Penalty: 4638.340332
	Iteration 14Q: 3 clusters Score -1420095 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1420157.750000 Penalty: 4638.340332
	Iteration 15Q: 3 clusters Score -1420158 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1420217.250000 Penalty: 4638.340332
	Iteration 16Q: 3 clusters Score -1420217 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1420272.875000 Penalty: 4638.340332
	Iteration 17Q: 3 clusters Score -1420273 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1420328.500000 Penalty: 4638.340332
	Iteration 18Q: 3 clusters Score -1420328 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1420379.875000 Penalty: 4638.340332
	Iteration 19Q: 3 clusters Score -1420380 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1420412.125000 Penalty: 4638.340332
	Iteration 20F: 3 clusters Score -1420412 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1420443.000000 Penalty: 4638.340332
	Iteration 21Q: 3 clusters Score -1420443 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1420484.125000 Penalty: 4638.340332
	Iteration 22Q: 3 clusters Score -1420484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1420510.250000 Penalty: 4638.340332
	Iteration 23Q: 3 clusters Score -1420510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1420539.250000 Penalty: 4638.340332
	Iteration 24Q: 3 clusters Score -1420539 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1420561.375000 Penalty: 4638.340332
	Iteration 25Q: 3 clusters Score -1420561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1420586.125000 Penalty: 4638.340332
	Iteration 26Q: 3 clusters Score -1420586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1420607.375000 Penalty: 4638.340332
	Iteration 27Q: 3 clusters Score -1420607 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1420633.875000 Penalty: 4638.340332
	Iteration 28Q: 3 clusters Score -1420634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1420657.625000 Penalty: 4638.340332
	Iteration 29Q: 3 clusters Score -1420658 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1420677.000000 Penalty: 4638.340332
	Iteration 30Q: 3 clusters Score -1420677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1420693.875000 Penalty: 4638.340332
	Iteration 31Q: 3 clusters Score -1420694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1420708.375000 Penalty: 4638.340332
	Iteration 32Q: 3 clusters Score -1420708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1420719.125000 Penalty: 4638.340332
	Iteration 33Q: 3 clusters Score -1420719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1420723.125000 Penalty: 4638.340332
	Iteration 34Q: 3 clusters Score -1420723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1420736.250000 Penalty: 4638.340332
	Iteration 35Q: 3 clusters Score -1420736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1420740.625000 Penalty: 4638.340332
	Iteration 36Q: 3 clusters Score -1420741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1420747.250000 Penalty: 4638.340332
	Iteration 37Q: 3 clusters Score -1420747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1420754.500000 Penalty: 4638.340332
	Iteration 38Q: 3 clusters Score -1420754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1420753.875000 Penalty: 4638.340332
	Iteration 39Q: 3 clusters Score -1420754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1420757.500000 Penalty: 4638.340332
	Iteration 40F: 3 clusters Score -1420758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1420760.250000 Penalty: 4638.340332
	Iteration 41Q: 3 clusters Score -1420760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1420757.750000 Penalty: 4638.340332
	Iteration 42Q: 3 clusters Score -1420758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1420762.125000 Penalty: 4638.340332
	Iteration 43Q: 3 clusters Score -1420762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1420764.625000 Penalty: 4638.340332
	Iteration 44Q: 3 clusters Score -1420765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1420763.625000 Penalty: 4638.340332
	Iteration 45Q: 3 clusters Score -1420764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1420765.250000 Penalty: 4638.340332
	Iteration 46Q: 3 clusters Score -1420765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1420766.125000 Penalty: 4638.340332
	Iteration 47Q: 3 clusters Score -1420766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1420766.000000 Penalty: 4638.340332
	Iteration 48Q: 3 clusters Score -1420766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1420766.000000 Penalty: 4638.340332
	Iteration 49Q: 3 clusters Score -1420766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1420764.750000 Penalty: 4638.340332
	Iteration 50Q: 3 clusters Score -1420765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1420764.750000 Penalty: 4638.340332
	Iteration 51F: 3 clusters Score -1420765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (49318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Entering Unmasked Estep 
Score: -6336022.500000 Penalty: 2679.899170
	Iteration 0F: 2 clusters Score -6336022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -6302700.500000 Penalty: 5359.798340
	Iteration 0F: 3 clusters Score -6302700 nChanged 22840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -6315238.500000 Penalty: 5359.798340
	Iteration 1F: 3 clusters Score -6315238 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -6315917.500000 Penalty: 5359.798340
	Iteration 2Q: 3 clusters Score -6315918 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -6316517.500000 Penalty: 5359.798340
	Iteration 3Q: 3 clusters Score -6316518 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -6317121.000000 Penalty: 5359.798340
	Iteration 4Q: 3 clusters Score -6317121 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -6317817.500000 Penalty: 5359.798340
	Iteration 5Q: 3 clusters Score -6317818 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -6318563.000000 Penalty: 5359.798340
	Iteration 6Q: 3 clusters Score -6318563 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -6319594.500000 Penalty: 5359.798340
	Iteration 7Q: 3 clusters Score -6319594 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -6321002.000000 Penalty: 5359.798340
	Iteration 8F: 3 clusters Score -6321002 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -6323042.000000 Penalty: 5359.798340
	Iteration 9F: 3 clusters Score -6323042 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -6325502.500000 Penalty: 5359.798340
	Iteration 10F: 3 clusters Score -6325502 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -6328264.000000 Penalty: 5359.798340
	Iteration 11F: 3 clusters Score -6328264 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -6330700.000000 Penalty: 5359.798340
	Iteration 12F: 3 clusters Score -6330700 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6332209.500000 Penalty: 5359.798340
	Iteration 13Q: 3 clusters Score -6332210 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6332971.000000 Penalty: 5359.798340
	Iteration 14Q: 3 clusters Score -6332971 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6333299.000000 Penalty: 5359.798340
	Iteration 15Q: 3 clusters Score -6333299 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6333430.500000 Penalty: 5359.798340
	Iteration 16Q: 3 clusters Score -6333430 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6333520.500000 Penalty: 5359.798340
	Iteration 17Q: 3 clusters Score -6333520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6333587.500000 Penalty: 5359.798340
	Iteration 18Q: 3 clusters Score -6333588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6333625.000000 Penalty: 5359.798340
	Iteration 19Q: 3 clusters Score -6333625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6333644.000000 Penalty: 5359.798340
	Iteration 20F: 3 clusters Score -6333644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6333655.000000 Penalty: 5359.798340
	Iteration 21Q: 3 clusters Score -6333655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6333655.000000 Penalty: 5359.798340
	Iteration 22Q: 3 clusters Score -6333655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6333664.500000 Penalty: 5359.798340
	Iteration 23Q: 3 clusters Score -6333664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6333674.000000 Penalty: 5359.798340
	Iteration 24Q: 3 clusters Score -6333674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6333677.000000 Penalty: 5359.798340
	Iteration 25Q: 3 clusters Score -6333677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6333682.500000 Penalty: 5359.798340
	Iteration 26Q: 3 clusters Score -6333682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6333683.500000 Penalty: 5359.798340
	Iteration 27Q: 3 clusters Score -6333684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6333686.000000 Penalty: 5359.798340
	Iteration 28Q: 3 clusters Score -6333686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6333686.000000 Penalty: 5359.798340
	Iteration 29F: 3 clusters Score -6333686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (14336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Entering Unmasked Estep 
Score: -1848237.250000 Penalty: 2373.491211
	Iteration 0F: 2 clusters Score -1848237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1837827.000000 Penalty: 4746.982422
	Iteration 0F: 3 clusters Score -1837827 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1841167.000000 Penalty: 4746.982422
	Iteration 1F: 3 clusters Score -1841167 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1841720.625000 Penalty: 4746.982422
	Iteration 2F: 3 clusters Score -1841721 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1842348.000000 Penalty: 4746.982422
	Iteration 3F: 3 clusters Score -1842348 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1843061.625000 Penalty: 4746.982422
	Iteration 4F: 3 clusters Score -1843062 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1843690.500000 Penalty: 4746.982422
	Iteration 5F: 3 clusters Score -1843690 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1844176.625000 Penalty: 4746.982422
	Iteration 6F: 3 clusters Score -1844177 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1844508.500000 Penalty: 4746.982422
	Iteration 7Q: 3 clusters Score -1844508 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1844732.500000 Penalty: 4746.982422
	Iteration 8Q: 3 clusters Score -1844732 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1844895.125000 Penalty: 4746.982422
	Iteration 9Q: 3 clusters Score -1844895 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1845013.250000 Penalty: 4746.982422
	Iteration 10Q: 3 clusters Score -1845013 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1845097.500000 Penalty: 4746.982422
	Iteration 11Q: 3 clusters Score -1845098 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1845178.125000 Penalty: 4746.982422
	Iteration 12Q: 3 clusters Score -1845178 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1845249.125000 Penalty: 4746.982422
	Iteration 13Q: 3 clusters Score -1845249 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1845321.500000 Penalty: 4746.982422
	Iteration 14Q: 3 clusters Score -1845322 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1845383.750000 Penalty: 4746.982422
	Iteration 15Q: 3 clusters Score -1845384 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1845443.750000 Penalty: 4746.982422
	Iteration 16Q: 3 clusters Score -1845444 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1845504.875000 Penalty: 4746.982422
	Iteration 17Q: 3 clusters Score -1845505 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1845560.125000 Penalty: 4746.982422
	Iteration 18Q: 3 clusters Score -1845560 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1845613.875000 Penalty: 4746.982422
	Iteration 19Q: 3 clusters Score -1845614 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1845658.125000 Penalty: 4746.982422
	Iteration 20F: 3 clusters Score -1845658 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1845700.250000 Penalty: 4746.982422
	Iteration 21Q: 3 clusters Score -1845700 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1845748.875000 Penalty: 4746.982422
	Iteration 22Q: 3 clusters Score -1845749 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1845786.875000 Penalty: 4746.982422
	Iteration 23Q: 3 clusters Score -1845787 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1845837.750000 Penalty: 4746.982422
	Iteration 24Q: 3 clusters Score -1845838 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1845886.125000 Penalty: 4746.982422
	Iteration 25Q: 3 clusters Score -1845886 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1845935.125000 Penalty: 4746.982422
	Iteration 26Q: 3 clusters Score -1845935 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1845968.625000 Penalty: 4746.982422
	Iteration 27Q: 3 clusters Score -1845969 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1845996.500000 Penalty: 4746.982422
	Iteration 28Q: 3 clusters Score -1845996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1846025.500000 Penalty: 4746.982422
	Iteration 29Q: 3 clusters Score -1846026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1846039.375000 Penalty: 4746.982422
	Iteration 30Q: 3 clusters Score -1846039 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1846056.750000 Penalty: 4746.982422
	Iteration 31Q: 3 clusters Score -1846057 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1846078.000000 Penalty: 4746.982422
	Iteration 32Q: 3 clusters Score -1846078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1846090.125000 Penalty: 4746.982422
	Iteration 33Q: 3 clusters Score -1846090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1846107.750000 Penalty: 4746.982422
	Iteration 34Q: 3 clusters Score -1846108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1846113.000000 Penalty: 4746.982422
	Iteration 35Q: 3 clusters Score -1846113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1846126.000000 Penalty: 4746.982422
	Iteration 36Q: 3 clusters Score -1846126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1846142.875000 Penalty: 4746.982422
	Iteration 37Q: 3 clusters Score -1846143 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1846156.500000 Penalty: 4746.982422
	Iteration 38Q: 3 clusters Score -1846156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1846172.875000 Penalty: 4746.982422
	Iteration 39Q: 3 clusters Score -1846173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1846177.750000 Penalty: 4746.982422
	Iteration 40F: 3 clusters Score -1846178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1846184.625000 Penalty: 4746.982422
	Iteration 41Q: 3 clusters Score -1846185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1846189.250000 Penalty: 4746.982422
	Iteration 42Q: 3 clusters Score -1846189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1846194.875000 Penalty: 4746.982422
	Iteration 43Q: 3 clusters Score -1846195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1846200.500000 Penalty: 4746.982422
	Iteration 44Q: 3 clusters Score -1846200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1846204.250000 Penalty: 4746.982422
	Iteration 45Q: 3 clusters Score -1846204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1846209.750000 Penalty: 4746.982422
	Iteration 46Q: 3 clusters Score -1846210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1846212.875000 Penalty: 4746.982422
	Iteration 47Q: 3 clusters Score -1846213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1846221.625000 Penalty: 4746.982422
	Iteration 48Q: 3 clusters Score -1846222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1846226.500000 Penalty: 4746.982422
	Iteration 49Q: 3 clusters Score -1846226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1846228.375000 Penalty: 4746.982422
	Iteration 50Q: 3 clusters Score -1846228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1846231.125000 Penalty: 4746.982422
	Iteration 51Q: 3 clusters Score -1846231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1846233.375000 Penalty: 4746.982422
	Iteration 52Q: 3 clusters Score -1846233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1846234.375000 Penalty: 4746.982422
	Iteration 53Q: 3 clusters Score -1846234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1846236.250000 Penalty: 4746.982422
	Iteration 54Q: 3 clusters Score -1846236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1846236.250000 Penalty: 4746.982422
	Iteration 55F: 3 clusters Score -1846236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -80415.007812 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -80415.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78778.179688 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -78778.18 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -79223.023438 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -79223.02 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -79788.437500 Penalty: 3274.883545
	Iteration 2F: 3 clusters Score -79788.44 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -80464.492188 Penalty: 3274.883545
	Iteration 3F: 3 clusters Score -80464.49 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -81016.750000 Penalty: 3274.883545
	Iteration 4F: 3 clusters Score -81016.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -81114.773438 Penalty: 3274.883545
	Iteration 5Q: 3 clusters Score -81114.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -81152.906250 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -81152.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -81177.726562 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -81177.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -81187.156250 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -81187.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -81188.515625 Penalty: 3274.883545
	Iteration 9Q: 3 clusters Score -81188.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -81191.070312 Penalty: 3274.883545
	Iteration 10Q: 3 clusters Score -81191.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -81191.773438 Penalty: 3274.883545
	Iteration 11Q: 3 clusters Score -81191.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -81196.023438 Penalty: 3274.883545
	Iteration 12Q: 3 clusters Score -81196.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -81204.601562 Penalty: 3274.883545
	Iteration 13Q: 3 clusters Score -81204.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -81219.843750 Penalty: 3274.883545
	Iteration 14Q: 3 clusters Score -81219.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -81241.570312 Penalty: 3274.883545
	Iteration 15Q: 3 clusters Score -81241.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -81249.351562 Penalty: 3274.883545
	Iteration 16Q: 3 clusters Score -81249.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -81252.007812 Penalty: 3274.883545
	Iteration 17Q: 3 clusters Score -81252.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -81255.812500 Penalty: 3274.883545
	Iteration 18Q: 3 clusters Score -81255.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -81261.710938 Penalty: 3274.883545
	Iteration 19Q: 3 clusters Score -81261.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -81267.289062 Penalty: 3274.883545
	Iteration 20F: 3 clusters Score -81267.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -81270.257812 Penalty: 3274.883545
	Iteration 21Q: 3 clusters Score -81270.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -81273.960938 Penalty: 3274.883545
	Iteration 22Q: 3 clusters Score -81273.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -81273.960938 Penalty: 3274.883545
	Iteration 23F: 3 clusters Score -81273.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 3 contains 51046 members 
Mstep: Class 4 contains 4839 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 16797 members 
Mstep: Class 7 contains 183065 members 
Mstep: Class 8 contains 10159 members 
Mstep: Class 9 contains 74517 members 
Mstep: Class 10 contains 91321 members 
Mstep: Class 11 contains 4023 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 170552 members 
Mstep: Class 14 contains 8794 members 
Mstep: Class 15 contains 5554 members 
Mstep: Class 16 contains 96931 members 
Mstep: Class 17 contains 7838 members 
Mstep: Class 18 contains 29389 members 
Mstep: Class 19 contains 333 members 
Mstep: Class 20 contains 8748 members 
Mstep: Class 21 contains 7900 members 
Mstep: Class 22 contains 12026 members 
Mstep: Class 23 contains 35011 members 
Mstep: Class 24 contains 15017 members 
Mstep: Class 25 contains 24697 members 
Mstep: Class 26 contains 25772 members 
Mstep: Class 27 contains 20288 members 
Mstep: Class 28 contains 8323 members 
Mstep: Class 29 contains 10294 members 
Mstep: Class 30 contains 4406 members 
Mstep: Class 31 contains 341 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 11516 members 
Mstep: Class 34 contains 49318 members 
Mstep: Class 35 contains 14336 members 
Mstep: Class 36 contains 110 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 12261 members 
Mstep: Class 39 contains 2084 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 160566 members 
Mstep: Class 43 contains 886 members 
Mstep: Class 44 contains 627 members 
Entering Unmasked Estep 
Score: -150947824.000000 Penalty: 152864.640625
Splitting cluster 36 changes total score from -150947472.000000 to -150947824.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 37 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -358400.281250 Penalty: 1962.734619
	Iteration 0F: 2 clusters Score -358400.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -355316.437500 Penalty: 3925.469238
	Iteration 0F: 3 clusters Score -355316.4 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -355922.125000 Penalty: 3925.469238
	Iteration 1F: 3 clusters Score -355922.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -356056.593750 Penalty: 3925.469238
	Iteration 2F: 3 clusters Score -356056.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -356143.125000 Penalty: 3925.469238
	Iteration 3Q: 3 clusters Score -356143.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -356189.187500 Penalty: 3925.469238
	Iteration 4Q: 3 clusters Score -356189.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -356215.343750 Penalty: 3925.469238
	Iteration 5Q: 3 clusters Score -356215.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -356239.718750 Penalty: 3925.469238
	Iteration 6Q: 3 clusters Score -356239.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -356251.000000 Penalty: 3925.469238
	Iteration 7Q: 3 clusters Score -356251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -356263.250000 Penalty: 3925.469238
	Iteration 8Q: 3 clusters Score -356263.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -356268.875000 Penalty: 3925.469238
	Iteration 9Q: 3 clusters Score -356268.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -356273.031250 Penalty: 3925.469238
	Iteration 10Q: 3 clusters Score -356273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -356273.843750 Penalty: 3925.469238
	Iteration 11Q: 3 clusters Score -356273.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -356277.250000 Penalty: 3925.469238
	Iteration 12Q: 3 clusters Score -356277.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -356279.062500 Penalty: 3925.469238
	Iteration 13Q: 3 clusters Score -356279.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -356280.593750 Penalty: 3925.469238
	Iteration 14Q: 3 clusters Score -356280.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -356282.812500 Penalty: 3925.469238
	Iteration 15Q: 3 clusters Score -356282.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -356283.781250 Penalty: 3925.469238
	Iteration 16Q: 3 clusters Score -356283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -356284.843750 Penalty: 3925.469238
	Iteration 17Q: 3 clusters Score -356284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -356285.750000 Penalty: 3925.469238
	Iteration 18Q: 3 clusters Score -356285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -356288.937500 Penalty: 3925.469238
	Iteration 19Q: 3 clusters Score -356288.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -356293.593750 Penalty: 3925.469238
	Iteration 20F: 3 clusters Score -356293.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -356295.500000 Penalty: 3925.469238
	Iteration 21Q: 3 clusters Score -356295.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -356299.593750 Penalty: 3925.469238
	Iteration 22Q: 3 clusters Score -356299.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -356300.937500 Penalty: 3925.469238
	Iteration 23Q: 3 clusters Score -356300.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -356301.656250 Penalty: 3925.469238
	Iteration 24Q: 3 clusters Score -356301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -356301.906250 Penalty: 3925.469238
	Iteration 25Q: 3 clusters Score -356301.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -356303.750000 Penalty: 3925.469238
	Iteration 26Q: 3 clusters Score -356303.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -356307.187500 Penalty: 3925.469238
	Iteration 27Q: 3 clusters Score -356307.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -356311.312500 Penalty: 3925.469238
	Iteration 28Q: 3 clusters Score -356311.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -356311.250000 Penalty: 3925.469238
	Iteration 29Q: 3 clusters Score -356311.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -356312.625000 Penalty: 3925.469238
	Iteration 30Q: 3 clusters Score -356312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -356314.625000 Penalty: 3925.469238
	Iteration 31Q: 3 clusters Score -356314.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -356315.718750 Penalty: 3925.469238
	Iteration 32Q: 3 clusters Score -356315.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -356316.187500 Penalty: 3925.469238
	Iteration 33Q: 3 clusters Score -356316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -356316.375000 Penalty: 3925.469238
	Iteration 34Q: 3 clusters Score -356316.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -356316.375000 Penalty: 3925.469238
	Iteration 35F: 3 clusters Score -356316.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Entering Unmasked Estep 
Score: -1554723.375000 Penalty: 2334.716309
	Iteration 0F: 2 clusters Score -1554723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1545607.500000 Penalty: 4669.432617
	Iteration 0F: 3 clusters Score -1545608 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1548270.875000 Penalty: 4669.432617
	Iteration 1F: 3 clusters Score -1548271 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1548637.750000 Penalty: 4669.432617
	Iteration 2F: 3 clusters Score -1548638 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1548997.750000 Penalty: 4669.432617
	Iteration 3F: 3 clusters Score -1548998 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1549375.375000 Penalty: 4669.432617
	Iteration 4F: 3 clusters Score -1549375 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1549794.500000 Penalty: 4669.432617
	Iteration 5F: 3 clusters Score -1549794 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1550251.750000 Penalty: 4669.432617
	Iteration 6F: 3 clusters Score -1550252 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1550691.125000 Penalty: 4669.432617
	Iteration 7F: 3 clusters Score -1550691 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1551070.250000 Penalty: 4669.432617
	Iteration 8Q: 3 clusters Score -1551070 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1551361.625000 Penalty: 4669.432617
	Iteration 9Q: 3 clusters Score -1551362 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1551564.625000 Penalty: 4669.432617
	Iteration 10Q: 3 clusters Score -1551565 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1551699.375000 Penalty: 4669.432617
	Iteration 11Q: 3 clusters Score -1551699 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1551779.750000 Penalty: 4669.432617
	Iteration 12Q: 3 clusters Score -1551780 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1551852.875000 Penalty: 4669.432617
	Iteration 13Q: 3 clusters Score -1551853 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1551912.625000 Penalty: 4669.432617
	Iteration 14Q: 3 clusters Score -1551913 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1551938.875000 Penalty: 4669.432617
	Iteration 15Q: 3 clusters Score -1551939 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1551959.375000 Penalty: 4669.432617
	Iteration 16Q: 3 clusters Score -1551959 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1551989.625000 Penalty: 4669.432617
	Iteration 17Q: 3 clusters Score -1551990 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1552011.875000 Penalty: 4669.432617
	Iteration 18Q: 3 clusters Score -1552012 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1552021.250000 Penalty: 4669.432617
	Iteration 19Q: 3 clusters Score -1552021 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1552036.500000 Penalty: 4669.432617
	Iteration 20F: 3 clusters Score -1552036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1552054.000000 Penalty: 4669.432617
	Iteration 21Q: 3 clusters Score -1552054 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1552065.375000 Penalty: 4669.432617
	Iteration 22Q: 3 clusters Score -1552065 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1552069.500000 Penalty: 4669.432617
	Iteration 23Q: 3 clusters Score -1552070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1552081.500000 Penalty: 4669.432617
	Iteration 24Q: 3 clusters Score -1552082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1552086.125000 Penalty: 4669.432617
	Iteration 25Q: 3 clusters Score -1552086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1552093.875000 Penalty: 4669.432617
	Iteration 26Q: 3 clusters Score -1552094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1552097.625000 Penalty: 4669.432617
	Iteration 27Q: 3 clusters Score -1552098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1552099.000000 Penalty: 4669.432617
	Iteration 28Q: 3 clusters Score -1552099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1552108.125000 Penalty: 4669.432617
	Iteration 29Q: 3 clusters Score -1552108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1552111.750000 Penalty: 4669.432617
	Iteration 30Q: 3 clusters Score -1552112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1552108.875000 Penalty: 4669.432617
	Iteration 31Q: 3 clusters Score -1552109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1552106.875000 Penalty: 4669.432617
	Iteration 32Q: 3 clusters Score -1552107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1552113.500000 Penalty: 4669.432617
	Iteration 33Q: 3 clusters Score -1552114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1552116.375000 Penalty: 4669.432617
	Iteration 34Q: 3 clusters Score -1552116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1552123.250000 Penalty: 4669.432617
	Iteration 35Q: 3 clusters Score -1552123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1552118.000000 Penalty: 4669.432617
	Iteration 36Q: 3 clusters Score -1552118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1552126.000000 Penalty: 4669.432617
	Iteration 37Q: 3 clusters Score -1552126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1552125.375000 Penalty: 4669.432617
	Iteration 38Q: 3 clusters Score -1552125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1552133.250000 Penalty: 4669.432617
	Iteration 39Q: 3 clusters Score -1552133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1552142.750000 Penalty: 4669.432617
	Iteration 40F: 3 clusters Score -1552143 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1552150.125000 Penalty: 4669.432617
	Iteration 41Q: 3 clusters Score -1552150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1552158.000000 Penalty: 4669.432617
	Iteration 42Q: 3 clusters Score -1552158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1552164.250000 Penalty: 4669.432617
	Iteration 43Q: 3 clusters Score -1552164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1552170.250000 Penalty: 4669.432617
	Iteration 44Q: 3 clusters Score -1552170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1552180.375000 Penalty: 4669.432617
	Iteration 45Q: 3 clusters Score -1552180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1552183.750000 Penalty: 4669.432617
	Iteration 46Q: 3 clusters Score -1552184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1552190.375000 Penalty: 4669.432617
	Iteration 47Q: 3 clusters Score -1552190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1552201.750000 Penalty: 4669.432617
	Iteration 48Q: 3 clusters Score -1552202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1552207.625000 Penalty: 4669.432617
	Iteration 49Q: 3 clusters Score -1552208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1552213.625000 Penalty: 4669.432617
	Iteration 50Q: 3 clusters Score -1552214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1552218.625000 Penalty: 4669.432617
	Iteration 51Q: 3 clusters Score -1552219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1552227.875000 Penalty: 4669.432617
	Iteration 52Q: 3 clusters Score -1552228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1552236.875000 Penalty: 4669.432617
	Iteration 53Q: 3 clusters Score -1552237 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1552244.125000 Penalty: 4669.432617
	Iteration 54Q: 3 clusters Score -1552244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1552254.500000 Penalty: 4669.432617
	Iteration 55Q: 3 clusters Score -1552254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1552256.125000 Penalty: 4669.432617
	Iteration 56Q: 3 clusters Score -1552256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1552258.625000 Penalty: 4669.432617
	Iteration 57Q: 3 clusters Score -1552259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1552264.500000 Penalty: 4669.432617
	Iteration 58Q: 3 clusters Score -1552264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1552271.375000 Penalty: 4669.432617
	Iteration 59Q: 3 clusters Score -1552271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1552281.875000 Penalty: 4669.432617
	Iteration 60F: 3 clusters Score -1552282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1552288.250000 Penalty: 4669.432617
	Iteration 61Q: 3 clusters Score -1552288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1552292.375000 Penalty: 4669.432617
	Iteration 62Q: 3 clusters Score -1552292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1552297.250000 Penalty: 4669.432617
	Iteration 63Q: 3 clusters Score -1552297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1552306.250000 Penalty: 4669.432617
	Iteration 64Q: 3 clusters Score -1552306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1552311.625000 Penalty: 4669.432617
	Iteration 65Q: 3 clusters Score -1552312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1552315.875000 Penalty: 4669.432617
	Iteration 66Q: 3 clusters Score -1552316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1552321.375000 Penalty: 4669.432617
	Iteration 67Q: 3 clusters Score -1552321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1552327.375000 Penalty: 4669.432617
	Iteration 68Q: 3 clusters Score -1552327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1552328.750000 Penalty: 4669.432617
	Iteration 69Q: 3 clusters Score -1552329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1552337.500000 Penalty: 4669.432617
	Iteration 70Q: 3 clusters Score -1552338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1552339.500000 Penalty: 4669.432617
	Iteration 71Q: 3 clusters Score -1552340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1552345.000000 Penalty: 4669.432617
	Iteration 72Q: 3 clusters Score -1552345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1552349.750000 Penalty: 4669.432617
	Iteration 73Q: 3 clusters Score -1552350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1552356.625000 Penalty: 4669.432617
	Iteration 74Q: 3 clusters Score -1552357 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1552362.750000 Penalty: 4669.432617
	Iteration 75Q: 3 clusters Score -1552363 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1552372.625000 Penalty: 4669.432617
	Iteration 76Q: 3 clusters Score -1552373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1552377.875000 Penalty: 4669.432617
	Iteration 77Q: 3 clusters Score -1552378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1552378.625000 Penalty: 4669.432617
	Iteration 78Q: 3 clusters Score -1552379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1552382.125000 Penalty: 4669.432617
	Iteration 79Q: 3 clusters Score -1552382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1552383.000000 Penalty: 4669.432617
	Iteration 80F: 3 clusters Score -1552383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1552387.125000 Penalty: 4669.432617
	Iteration 81Q: 3 clusters Score -1552387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1552392.375000 Penalty: 4669.432617
	Iteration 82Q: 3 clusters Score -1552392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1552392.125000 Penalty: 4669.432617
	Iteration 83Q: 3 clusters Score -1552392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1552394.875000 Penalty: 4669.432617
	Iteration 84Q: 3 clusters Score -1552395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1552395.250000 Penalty: 4669.432617
	Iteration 85Q: 3 clusters Score -1552395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1552393.875000 Penalty: 4669.432617
	Iteration 86Q: 3 clusters Score -1552394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1552394.500000 Penalty: 4669.432617
	Iteration 87Q: 3 clusters Score -1552394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1552397.000000 Penalty: 4669.432617
	Iteration 88Q: 3 clusters Score -1552397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1552395.125000 Penalty: 4669.432617
	Iteration 89Q: 3 clusters Score -1552395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1552398.625000 Penalty: 4669.432617
	Iteration 90Q: 3 clusters Score -1552399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1552401.750000 Penalty: 4669.432617
	Iteration 91Q: 3 clusters Score -1552402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1552406.125000 Penalty: 4669.432617
	Iteration 92Q: 3 clusters Score -1552406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1552406.125000 Penalty: 4669.432617
	Iteration 93Q: 3 clusters Score -1552406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1552403.500000 Penalty: 4669.432617
	Iteration 94Q: 3 clusters Score -1552404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1552410.125000 Penalty: 4669.432617
	Iteration 95Q: 3 clusters Score -1552410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1552413.625000 Penalty: 4669.432617
	Iteration 96Q: 3 clusters Score -1552414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1552418.000000 Penalty: 4669.432617
	Iteration 97Q: 3 clusters Score -1552418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1552419.000000 Penalty: 4669.432617
	Iteration 98Q: 3 clusters Score -1552419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1552418.250000 Penalty: 4669.432617
	Iteration 99Q: 3 clusters Score -1552418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1552414.875000 Penalty: 4669.432617
	Iteration 100F: 3 clusters Score -1552415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1552416.500000 Penalty: 4669.432617
	Iteration 101Q: 3 clusters Score -1552416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1552419.750000 Penalty: 4669.432617
	Iteration 102Q: 3 clusters Score -1552420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1552421.750000 Penalty: 4669.432617
	Iteration 103Q: 3 clusters Score -1552422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1552420.125000 Penalty: 4669.432617
	Iteration 104Q: 3 clusters Score -1552420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1552418.875000 Penalty: 4669.432617
	Iteration 105Q: 3 clusters Score -1552419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1552419.000000 Penalty: 4669.432617
	Iteration 106Q: 3 clusters Score -1552419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1552419.375000 Penalty: 4669.432617
	Iteration 107Q: 3 clusters Score -1552419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1552418.750000 Penalty: 4669.432617
	Iteration 108Q: 3 clusters Score -1552419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1552418.750000 Penalty: 4669.432617
	Iteration 109F: 3 clusters Score -1552419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -249667.984375 Penalty: 1895.227051
	Iteration 0F: 2 clusters Score -249668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -247032.468750 Penalty: 3790.454102
	Iteration 0F: 3 clusters Score -247032.5 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -247516.218750 Penalty: 3790.454102
	Iteration 1F: 3 clusters Score -247516.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -247651.343750 Penalty: 3790.454102
	Iteration 2F: 3 clusters Score -247651.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -247725.046875 Penalty: 3790.454102
	Iteration 3Q: 3 clusters Score -247725 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -247791.937500 Penalty: 3790.454102
	Iteration 4Q: 3 clusters Score -247791.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -247839.921875 Penalty: 3790.454102
	Iteration 5Q: 3 clusters Score -247839.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -247887.437500 Penalty: 3790.454102
	Iteration 6Q: 3 clusters Score -247887.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -247946.859375 Penalty: 3790.454102
	Iteration 7Q: 3 clusters Score -247946.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -248006.796875 Penalty: 3790.454102
	Iteration 8Q: 3 clusters Score -248006.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -248046.734375 Penalty: 3790.454102
	Iteration 9Q: 3 clusters Score -248046.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -248093.140625 Penalty: 3790.454102
	Iteration 10Q: 3 clusters Score -248093.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -248131.984375 Penalty: 3790.454102
	Iteration 11Q: 3 clusters Score -248132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -248169.109375 Penalty: 3790.454102
	Iteration 12Q: 3 clusters Score -248169.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -248195.734375 Penalty: 3790.454102
	Iteration 13Q: 3 clusters Score -248195.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -248222.671875 Penalty: 3790.454102
	Iteration 14Q: 3 clusters Score -248222.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -248246.953125 Penalty: 3790.454102
	Iteration 15Q: 3 clusters Score -248247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -248266.687500 Penalty: 3790.454102
	Iteration 16Q: 3 clusters Score -248266.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -248278.656250 Penalty: 3790.454102
	Iteration 17Q: 3 clusters Score -248278.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -248294.296875 Penalty: 3790.454102
	Iteration 18Q: 3 clusters Score -248294.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -248312.031250 Penalty: 3790.454102
	Iteration 19Q: 3 clusters Score -248312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -248335.296875 Penalty: 3790.454102
	Iteration 20F: 3 clusters Score -248335.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -248348.109375 Penalty: 3790.454102
	Iteration 21Q: 3 clusters Score -248348.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -248358.687500 Penalty: 3790.454102
	Iteration 22Q: 3 clusters Score -248358.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -248369.687500 Penalty: 3790.454102
	Iteration 23Q: 3 clusters Score -248369.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -248375.000000 Penalty: 3790.454102
	Iteration 24Q: 3 clusters Score -248375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -248380.921875 Penalty: 3790.454102
	Iteration 25Q: 3 clusters Score -248380.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -248386.421875 Penalty: 3790.454102
	Iteration 26Q: 3 clusters Score -248386.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -248394.218750 Penalty: 3790.454102
	Iteration 27Q: 3 clusters Score -248394.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -248397.671875 Penalty: 3790.454102
	Iteration 28Q: 3 clusters Score -248397.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -248400.625000 Penalty: 3790.454102
	Iteration 29Q: 3 clusters Score -248400.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -248406.421875 Penalty: 3790.454102
	Iteration 30Q: 3 clusters Score -248406.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -248409.890625 Penalty: 3790.454102
	Iteration 31Q: 3 clusters Score -248409.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -248412.953125 Penalty: 3790.454102
	Iteration 32Q: 3 clusters Score -248413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -248416.875000 Penalty: 3790.454102
	Iteration 33Q: 3 clusters Score -248416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -248417.296875 Penalty: 3790.454102
	Iteration 34Q: 3 clusters Score -248417.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -248417.296875 Penalty: 3790.454102
	Iteration 35F: 3 clusters Score -248417.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -82921.820312 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -82921.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -81254.695312 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -81254.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -81826.359375 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -81826.36 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -82510.671875 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -82510.67 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -83138.460938 Penalty: 3332.630615
	Iteration 3F: 3 clusters Score -83138.46 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -83569.812500 Penalty: 3332.630615
	Iteration 4F: 3 clusters Score -83569.81 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -84027.695312 Penalty: 3332.630615
	Iteration 5F: 3 clusters Score -84027.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -84279.484375 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -84279.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -84359.921875 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -84359.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -84382.875000 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -84382.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -84392.632812 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -84392.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -84408.726562 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -84408.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -84422.507812 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -84422.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -84441.171875 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -84441.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -84451.375000 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -84451.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -84463.609375 Penalty: 3332.630615
	Iteration 14Q: 3 clusters Score -84463.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -84483.359375 Penalty: 3332.630615
	Iteration 15Q: 3 clusters Score -84483.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -84503.125000 Penalty: 3332.630615
	Iteration 16Q: 3 clusters Score -84503.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -84520.375000 Penalty: 3332.630615
	Iteration 17Q: 3 clusters Score -84520.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -84531.148438 Penalty: 3332.630615
	Iteration 18Q: 3 clusters Score -84531.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -84551.429688 Penalty: 3332.630615
	Iteration 19Q: 3 clusters Score -84551.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -84598.000000 Penalty: 3332.630615
	Iteration 20F: 3 clusters Score -84598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -84662.234375 Penalty: 3332.630615
	Iteration 21Q: 3 clusters Score -84662.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84707.367188 Penalty: 3332.630615
	Iteration 22Q: 3 clusters Score -84707.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -84728.226562 Penalty: 3332.630615
	Iteration 23Q: 3 clusters Score -84728.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -84729.804688 Penalty: 3332.630615
	Iteration 24Q: 3 clusters Score -84729.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -84729.804688 Penalty: 3332.630615
	Iteration 25F: 3 clusters Score -84729.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 3 contains 51046 members 
Mstep: Class 4 contains 4839 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 16797 members 
Mstep: Class 7 contains 183065 members 
Mstep: Class 8 contains 10159 members 
Mstep: Class 9 contains 74517 members 
Mstep: Class 10 contains 91321 members 
Mstep: Class 11 contains 4023 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 170552 members 
Mstep: Class 14 contains 8794 members 
Mstep: Class 15 contains 5554 members 
Mstep: Class 16 contains 96931 members 
Mstep: Class 17 contains 7838 members 
Mstep: Class 18 contains 29389 members 
Mstep: Class 19 contains 333 members 
Mstep: Class 20 contains 8748 members 
Mstep: Class 21 contains 7900 members 
Mstep: Class 22 contains 12026 members 
Mstep: Class 23 contains 35011 members 
Mstep: Class 24 contains 15017 members 
Mstep: Class 25 contains 24697 members 
Mstep: Class 26 contains 25772 members 
Mstep: Class 27 contains 20288 members 
Mstep: Class 28 contains 8323 members 
Mstep: Class 29 contains 10294 members 
Mstep: Class 30 contains 4406 members 
Mstep: Class 31 contains 341 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 11516 members 
Mstep: Class 34 contains 49318 members 
Mstep: Class 35 contains 14336 members 
Mstep: Class 36 contains 110 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 12261 members 
Mstep: Class 39 contains 2084 members 
Mstep: Class 40 contains 365 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 160566 members 
Mstep: Class 43 contains 886 members 
Mstep: Class 44 contains 627 members 
Mstep: Class 45 contains 463 members 
Entering Unmasked Estep 
Score: -150947808.000000 Penalty: 156338.828125
Splitting cluster 40 changes total score from -150947472.000000 to -150947808.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 41 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -69413.789062 Penalty: 1577.603027
	Iteration 0F: 2 clusters Score -69413.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67826.484375 Penalty: 3155.206055
	Iteration 0F: 3 clusters Score -67826.48 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68016.320312 Penalty: 3155.206055
	Iteration 1F: 3 clusters Score -68016.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68061.984375 Penalty: 3155.206055
	Iteration 2F: 3 clusters Score -68061.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68085.531250 Penalty: 3155.206055
	Iteration 3Q: 3 clusters Score -68085.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68093.960938 Penalty: 3155.206055
	Iteration 4Q: 3 clusters Score -68093.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68095.101562 Penalty: 3155.206055
	Iteration 5Q: 3 clusters Score -68095.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68097.609375 Penalty: 3155.206055
	Iteration 6Q: 3 clusters Score -68097.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68098.554688 Penalty: 3155.206055
	Iteration 7Q: 3 clusters Score -68098.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68098.554688 Penalty: 3155.206055
	Iteration 8F: 3 clusters Score -68098.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 3 contains 51046 members 
Mstep: Class 4 contains 4839 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 16797 members 
Mstep: Class 7 contains 183065 members 
Mstep: Class 8 contains 10159 members 
Mstep: Class 9 contains 74517 members 
Mstep: Class 10 contains 91321 members 
Mstep: Class 11 contains 4023 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 170552 members 
Mstep: Class 14 contains 8794 members 
Mstep: Class 15 contains 5554 members 
Mstep: Class 16 contains 96931 members 
Mstep: Class 17 contains 7838 members 
Mstep: Class 18 contains 29389 members 
Mstep: Class 19 contains 333 members 
Mstep: Class 20 contains 8748 members 
Mstep: Class 21 contains 7900 members 
Mstep: Class 22 contains 12026 members 
Mstep: Class 23 contains 35011 members 
Mstep: Class 24 contains 15017 members 
Mstep: Class 25 contains 24697 members 
Mstep: Class 26 contains 25772 members 
Mstep: Class 27 contains 20288 members 
Mstep: Class 28 contains 8323 members 
Mstep: Class 29 contains 10294 members 
Mstep: Class 30 contains 4406 members 
Mstep: Class 31 contains 341 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 11516 members 
Mstep: Class 34 contains 49318 members 
Mstep: Class 35 contains 14336 members 
Mstep: Class 36 contains 110 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 12261 members 
Mstep: Class 39 contains 2084 members 
Mstep: Class 40 contains 365 members 
Mstep: Class 41 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 36. Lose 1882.622803 but Gain 3474.187500
Score: -150950368.000000 Penalty: 152864.640625
Iteration 119Q: 45 clusters Score -1.509504e+08 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6218 members 
Mstep: Class 3 contains 51127 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 8680 members 
Mstep: Class 6 contains 16803 members 
Mstep: Class 7 contains 183133 members 
Mstep: Class 8 contains 10149 members 
Mstep: Class 9 contains 74572 members 
Mstep: Class 10 contains 91440 members 
Mstep: Class 11 contains 4023 members 
Mstep: Class 12 contains 10160 members 
Mstep: Class 13 contains 170802 members 
Mstep: Class 14 contains 8905 members 
Mstep: Class 15 contains 5562 members 
Mstep: Class 16 contains 96929 members 
Mstep: Class 17 contains 7837 members 
Mstep: Class 18 contains 29318 members 
Mstep: Class 19 contains 344 members 
Mstep: Class 20 contains 8749 members 
Mstep: Class 21 contains 7903 members 
Mstep: Class 22 contains 12045 members 
Mstep: Class 23 contains 35616 members 
Mstep: Class 24 contains 15021 members 
Mstep: Class 25 contains 24704 members 
Mstep: Class 26 contains 25755 members 
Mstep: Class 27 contains 20298 members 
Mstep: Class 28 contains 8342 members 
Mstep: Class 29 contains 10289 members 
Mstep: Class 30 contains 4408 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 744 members 
Mstep: Class 33 contains 11537 members 
Mstep: Class 34 contains 49338 members 
Mstep: Class 35 contains 14338 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12263 members 
Mstep: Class 39 contains 2086 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 158794 members 
Mstep: Class 43 contains 885 members 
Mstep: Class 44 contains 629 members 
Mstep: Class 45 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150952208.000000 Penalty: 152864.640625
Iteration 120F: 45 clusters Score -1.509522e+08 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 6243 members 
Mstep: Class 3 contains 51097 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 9080 members 
Mstep: Class 6 contains 16813 members 
Mstep: Class 7 contains 182814 members 
Mstep: Class 8 contains 10116 members 
Mstep: Class 9 contains 74452 members 
Mstep: Class 10 contains 90741 members 
Mstep: Class 11 contains 4022 members 
Mstep: Class 12 contains 10164 members 
Mstep: Class 13 contains 170598 members 
Mstep: Class 14 contains 9006 members 
Mstep: Class 15 contains 5564 members 
Mstep: Class 16 contains 96924 members 
Mstep: Class 17 contains 7819 members 
Mstep: Class 18 contains 29071 members 
Mstep: Class 19 contains 358 members 
Mstep: Class 20 contains 8752 members 
Mstep: Class 21 contains 7908 members 
Mstep: Class 22 contains 12060 members 
Mstep: Class 23 contains 36096 members 
Mstep: Class 24 contains 15020 members 
Mstep: Class 25 contains 24711 members 
Mstep: Class 26 contains 25745 members 
Mstep: Class 27 contains 20267 members 
Mstep: Class 28 contains 8348 members 
Mstep: Class 29 contains 10294 members 
Mstep: Class 30 contains 4407 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 741 members 
Mstep: Class 33 contains 11546 members 
Mstep: Class 34 contains 49281 members 
Mstep: Class 35 contains 14348 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12263 members 
Mstep: Class 39 contains 2089 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 159492 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 665 members 
Mstep: Class 45 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150954080.000000 Penalty: 152864.640625
Iteration 121Q: 45 clusters Score -1.509541e+08 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6252 members 
Mstep: Class 3 contains 51032 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 9594 members 
Mstep: Class 6 contains 16818 members 
Mstep: Class 7 contains 182564 members 
Mstep: Class 8 contains 10103 members 
Mstep: Class 9 contains 74355 members 
Mstep: Class 10 contains 90293 members 
Mstep: Class 11 contains 4026 members 
Mstep: Class 12 contains 10169 members 
Mstep: Class 13 contains 170415 members 
Mstep: Class 14 contains 9091 members 
Mstep: Class 15 contains 5565 members 
Mstep: Class 16 contains 96922 members 
Mstep: Class 17 contains 7817 members 
Mstep: Class 18 contains 28858 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 8752 members 
Mstep: Class 21 contains 7911 members 
Mstep: Class 22 contains 12078 members 
Mstep: Class 23 contains 36555 members 
Mstep: Class 24 contains 15025 members 
Mstep: Class 25 contains 24721 members 
Mstep: Class 26 contains 25729 members 
Mstep: Class 27 contains 20244 members 
Mstep: Class 28 contains 8360 members 
Mstep: Class 29 contains 10278 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 362 members 
Mstep: Class 32 contains 738 members 
Mstep: Class 33 contains 11562 members 
Mstep: Class 34 contains 49219 members 
Mstep: Class 35 contains 14358 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12263 members 
Mstep: Class 39 contains 2089 members 
Mstep: Class 40 contains 395 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 159724 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150954528.000000 Penalty: 152864.640625
Iteration 122Q: 45 clusters Score -1.509545e+08 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6270 members 
Mstep: Class 3 contains 50968 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 10176 members 
Mstep: Class 6 contains 16832 members 
Mstep: Class 7 contains 182356 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 74293 members 
Mstep: Class 10 contains 89946 members 
Mstep: Class 11 contains 4035 members 
Mstep: Class 12 contains 10178 members 
Mstep: Class 13 contains 170279 members 
Mstep: Class 14 contains 9170 members 
Mstep: Class 15 contains 5567 members 
Mstep: Class 16 contains 96921 members 
Mstep: Class 17 contains 7813 members 
Mstep: Class 18 contains 28626 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 8758 members 
Mstep: Class 21 contains 7915 members 
Mstep: Class 22 contains 12091 members 
Mstep: Class 23 contains 36979 members 
Mstep: Class 24 contains 15028 members 
Mstep: Class 25 contains 24723 members 
Mstep: Class 26 contains 25711 members 
Mstep: Class 27 contains 20222 members 
Mstep: Class 28 contains 8367 members 
Mstep: Class 29 contains 10262 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 355 members 
Mstep: Class 32 contains 737 members 
Mstep: Class 33 contains 11597 members 
Mstep: Class 34 contains 49169 members 
Mstep: Class 35 contains 14366 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12264 members 
Mstep: Class 39 contains 2091 members 
Mstep: Class 40 contains 399 members 
Mstep: Class 41 contains 572 members 
Mstep: Class 42 contains 159682 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 677 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150955280.000000 Penalty: 152864.640625
Iteration 123Q: 45 clusters Score -1.509553e+08 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50893 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 10796 members 
Mstep: Class 6 contains 16846 members 
Mstep: Class 7 contains 182233 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 9 contains 74239 members 
Mstep: Class 10 contains 89670 members 
Mstep: Class 11 contains 4039 members 
Mstep: Class 12 contains 10190 members 
Mstep: Class 13 contains 170121 members 
Mstep: Class 14 contains 9244 members 
Mstep: Class 15 contains 5569 members 
Mstep: Class 16 contains 96919 members 
Mstep: Class 17 contains 7806 members 
Mstep: Class 18 contains 28414 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 8763 members 
Mstep: Class 21 contains 7913 members 
Mstep: Class 22 contains 12104 members 
Mstep: Class 23 contains 37405 members 
Mstep: Class 24 contains 15032 members 
Mstep: Class 25 contains 24725 members 
Mstep: Class 26 contains 25682 members 
Mstep: Class 27 contains 20201 members 
Mstep: Class 28 contains 8375 members 
Mstep: Class 29 contains 10255 members 
Mstep: Class 30 contains 4416 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 738 members 
Mstep: Class 33 contains 11628 members 
Mstep: Class 34 contains 49138 members 
Mstep: Class 35 contains 14373 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12264 members 
Mstep: Class 39 contains 2091 members 
Mstep: Class 40 contains 399 members 
Mstep: Class 41 contains 568 members 
Mstep: Class 42 contains 159452 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 679 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150955568.000000 Penalty: 152864.640625
Iteration 124Q: 45 clusters Score -1.509556e+08 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6306 members 
Mstep: Class 3 contains 50835 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 11416 members 
Mstep: Class 6 contains 16856 members 
Mstep: Class 7 contains 182114 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 74198 members 
Mstep: Class 10 contains 89438 members 
Mstep: Class 11 contains 4040 members 
Mstep: Class 12 contains 10194 members 
Mstep: Class 13 contains 170017 members 
Mstep: Class 14 contains 9311 members 
Mstep: Class 15 contains 5565 members 
Mstep: Class 16 contains 96916 members 
Mstep: Class 17 contains 7803 members 
Mstep: Class 18 contains 28227 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 8772 members 
Mstep: Class 21 contains 7913 members 
Mstep: Class 22 contains 12113 members 
Mstep: Class 23 contains 37833 members 
Mstep: Class 24 contains 15036 members 
Mstep: Class 25 contains 24731 members 
Mstep: Class 26 contains 25658 members 
Mstep: Class 27 contains 20173 members 
Mstep: Class 28 contains 8384 members 
Mstep: Class 29 contains 10252 members 
Mstep: Class 30 contains 4418 members 
Mstep: Class 31 contains 347 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 11653 members 
Mstep: Class 34 contains 49106 members 
Mstep: Class 35 contains 14377 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12265 members 
Mstep: Class 39 contains 2091 members 
Mstep: Class 40 contains 399 members 
Mstep: Class 41 contains 560 members 
Mstep: Class 42 contains 159087 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 680 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150955584.000000 Penalty: 152864.640625
Iteration 125Q: 45 clusters Score -1.509556e+08 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6318 members 
Mstep: Class 3 contains 50795 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 12048 members 
Mstep: Class 6 contains 16869 members 
Mstep: Class 7 contains 182006 members 
Mstep: Class 8 contains 10083 members 
Mstep: Class 9 contains 74152 members 
Mstep: Class 10 contains 89279 members 
Mstep: Class 11 contains 4040 members 
Mstep: Class 12 contains 10198 members 
Mstep: Class 13 contains 169902 members 
Mstep: Class 14 contains 9375 members 
Mstep: Class 15 contains 5565 members 
Mstep: Class 16 contains 96913 members 
Mstep: Class 17 contains 7806 members 
Mstep: Class 18 contains 28055 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 8775 members 
Mstep: Class 21 contains 7914 members 
Mstep: Class 22 contains 12126 members 
Mstep: Class 23 contains 38256 members 
Mstep: Class 24 contains 15037 members 
Mstep: Class 25 contains 24736 members 
Mstep: Class 26 contains 25641 members 
Mstep: Class 27 contains 20165 members 
Mstep: Class 28 contains 8396 members 
Mstep: Class 29 contains 10240 members 
Mstep: Class 30 contains 4424 members 
Mstep: Class 31 contains 346 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 11695 members 
Mstep: Class 34 contains 49053 members 
Mstep: Class 35 contains 14380 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12266 members 
Mstep: Class 39 contains 2092 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 552 members 
Mstep: Class 42 contains 158592 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150956128.000000 Penalty: 152864.640625
Iteration 126Q: 45 clusters Score -1.509561e+08 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6338 members 
Mstep: Class 3 contains 50748 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 12699 members 
Mstep: Class 6 contains 16889 members 
Mstep: Class 7 contains 181903 members 
Mstep: Class 8 contains 10078 members 
Mstep: Class 9 contains 74124 members 
Mstep: Class 10 contains 89132 members 
Mstep: Class 11 contains 4043 members 
Mstep: Class 12 contains 10196 members 
Mstep: Class 13 contains 169803 members 
Mstep: Class 14 contains 9440 members 
Mstep: Class 15 contains 5564 members 
Mstep: Class 16 contains 96913 members 
Mstep: Class 17 contains 7805 members 
Mstep: Class 18 contains 27896 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 8775 members 
Mstep: Class 21 contains 7913 members 
Mstep: Class 22 contains 12137 members 
Mstep: Class 23 contains 38681 members 
Mstep: Class 24 contains 15040 members 
Mstep: Class 25 contains 24738 members 
Mstep: Class 26 contains 25622 members 
Mstep: Class 27 contains 20160 members 
Mstep: Class 28 contains 8399 members 
Mstep: Class 29 contains 10224 members 
Mstep: Class 30 contains 4423 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 738 members 
Mstep: Class 33 contains 11739 members 
Mstep: Class 34 contains 49019 members 
Mstep: Class 35 contains 14384 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12266 members 
Mstep: Class 39 contains 2092 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 550 members 
Mstep: Class 42 contains 158015 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150956736.000000 Penalty: 152864.640625
Iteration 127Q: 45 clusters Score -1.509567e+08 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6340 members 
Mstep: Class 3 contains 50706 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 13313 members 
Mstep: Class 6 contains 16900 members 
Mstep: Class 7 contains 181811 members 
Mstep: Class 8 contains 10077 members 
Mstep: Class 9 contains 74107 members 
Mstep: Class 10 contains 88983 members 
Mstep: Class 11 contains 4044 members 
Mstep: Class 12 contains 10190 members 
Mstep: Class 13 contains 169725 members 
Mstep: Class 14 contains 9508 members 
Mstep: Class 15 contains 5569 members 
Mstep: Class 16 contains 96912 members 
Mstep: Class 17 contains 7804 members 
Mstep: Class 18 contains 27736 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 8784 members 
Mstep: Class 21 contains 7916 members 
Mstep: Class 22 contains 12145 members 
Mstep: Class 23 contains 39103 members 
Mstep: Class 24 contains 15045 members 
Mstep: Class 25 contains 24739 members 
Mstep: Class 26 contains 25604 members 
Mstep: Class 27 contains 20154 members 
Mstep: Class 28 contains 8400 members 
Mstep: Class 29 contains 10215 members 
Mstep: Class 30 contains 4426 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 738 members 
Mstep: Class 33 contains 11781 members 
Mstep: Class 34 contains 49007 members 
Mstep: Class 35 contains 14387 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12265 members 
Mstep: Class 39 contains 2094 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 542 members 
Mstep: Class 42 contains 157418 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150957296.000000 Penalty: 152864.640625
Iteration 128Q: 45 clusters Score -1.509573e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6342 members 
Mstep: Class 3 contains 50666 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 16903 members 
Mstep: Class 7 contains 181720 members 
Mstep: Class 8 contains 10078 members 
Mstep: Class 9 contains 74104 members 
Mstep: Class 10 contains 88876 members 
Mstep: Class 11 contains 4041 members 
Mstep: Class 12 contains 10191 members 
Mstep: Class 13 contains 169650 members 
Mstep: Class 14 contains 9577 members 
Mstep: Class 15 contains 5571 members 
Mstep: Class 16 contains 96912 members 
Mstep: Class 17 contains 7805 members 
Mstep: Class 18 contains 27549 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 7916 members 
Mstep: Class 22 contains 12149 members 
Mstep: Class 23 contains 39550 members 
Mstep: Class 24 contains 15048 members 
Mstep: Class 25 contains 24739 members 
Mstep: Class 26 contains 25584 members 
Mstep: Class 27 contains 20149 members 
Mstep: Class 28 contains 8411 members 
Mstep: Class 29 contains 10208 members 
Mstep: Class 30 contains 4429 members 
Mstep: Class 31 contains 343 members 
Mstep: Class 32 contains 738 members 
Mstep: Class 33 contains 11808 members 
Mstep: Class 34 contains 48993 members 
Mstep: Class 35 contains 14386 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12265 members 
Mstep: Class 39 contains 2097 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 541 members 
Mstep: Class 42 contains 156767 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150957616.000000 Penalty: 152864.640625
Iteration 129Q: 45 clusters Score -1.509576e+08 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6345 members 
Mstep: Class 3 contains 50641 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 14565 members 
Mstep: Class 6 contains 16906 members 
Mstep: Class 7 contains 181635 members 
Mstep: Class 8 contains 10080 members 
Mstep: Class 9 contains 74108 members 
Mstep: Class 10 contains 88742 members 
Mstep: Class 11 contains 4035 members 
Mstep: Class 12 contains 10187 members 
Mstep: Class 13 contains 169600 members 
Mstep: Class 14 contains 9646 members 
Mstep: Class 15 contains 5577 members 
Mstep: Class 16 contains 96911 members 
Mstep: Class 17 contains 7809 members 
Mstep: Class 18 contains 27367 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 8800 members 
Mstep: Class 21 contains 7915 members 
Mstep: Class 22 contains 12153 members 
Mstep: Class 23 contains 39985 members 
Mstep: Class 24 contains 15050 members 
Mstep: Class 25 contains 24744 members 
Mstep: Class 26 contains 25563 members 
Mstep: Class 27 contains 20159 members 
Mstep: Class 28 contains 8415 members 
Mstep: Class 29 contains 10204 members 
Mstep: Class 30 contains 4430 members 
Mstep: Class 31 contains 343 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 11830 members 
Mstep: Class 34 contains 48975 members 
Mstep: Class 35 contains 14393 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12267 members 
Mstep: Class 39 contains 2101 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 540 members 
Mstep: Class 42 contains 156072 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150958112.000000 Penalty: 152864.640625
Iteration 130Q: 45 clusters Score -1.509581e+08 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6347 members 
Mstep: Class 3 contains 50637 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 15156 members 
Mstep: Class 6 contains 16912 members 
Mstep: Class 7 contains 181552 members 
Mstep: Class 8 contains 10081 members 
Mstep: Class 9 contains 74121 members 
Mstep: Class 10 contains 88634 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 10187 members 
Mstep: Class 13 contains 169567 members 
Mstep: Class 14 contains 9707 members 
Mstep: Class 15 contains 5581 members 
Mstep: Class 16 contains 96909 members 
Mstep: Class 17 contains 7805 members 
Mstep: Class 18 contains 27192 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 8805 members 
Mstep: Class 21 contains 7920 members 
Mstep: Class 22 contains 12158 members 
Mstep: Class 23 contains 40439 members 
Mstep: Class 24 contains 15052 members 
Mstep: Class 25 contains 24745 members 
Mstep: Class 26 contains 25545 members 
Mstep: Class 27 contains 20164 members 
Mstep: Class 28 contains 8420 members 
Mstep: Class 29 contains 10199 members 
Mstep: Class 30 contains 4432 members 
Mstep: Class 31 contains 343 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 11859 members 
Mstep: Class 34 contains 48967 members 
Mstep: Class 35 contains 14395 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12268 members 
Mstep: Class 39 contains 2101 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 538 members 
Mstep: Class 42 contains 155325 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150958672.000000 Penalty: 152864.640625
Iteration 131Q: 45 clusters Score -1.509587e+08 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6355 members 
Mstep: Class 3 contains 50638 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 15700 members 
Mstep: Class 6 contains 16914 members 
Mstep: Class 7 contains 181480 members 
Mstep: Class 8 contains 10081 members 
Mstep: Class 9 contains 74140 members 
Mstep: Class 10 contains 88517 members 
Mstep: Class 11 contains 4030 members 
Mstep: Class 12 contains 10181 members 
Mstep: Class 13 contains 169549 members 
Mstep: Class 14 contains 9762 members 
Mstep: Class 15 contains 5583 members 
Mstep: Class 16 contains 96910 members 
Mstep: Class 17 contains 7804 members 
Mstep: Class 18 contains 27035 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 8810 members 
Mstep: Class 21 contains 7922 members 
Mstep: Class 22 contains 12163 members 
Mstep: Class 23 contains 40902 members 
Mstep: Class 24 contains 15056 members 
Mstep: Class 25 contains 24744 members 
Mstep: Class 26 contains 25526 members 
Mstep: Class 27 contains 20158 members 
Mstep: Class 28 contains 8418 members 
Mstep: Class 29 contains 10201 members 
Mstep: Class 30 contains 4433 members 
Mstep: Class 31 contains 343 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 11887 members 
Mstep: Class 34 contains 48969 members 
Mstep: Class 35 contains 14400 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12268 members 
Mstep: Class 39 contains 2102 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 538 members 
Mstep: Class 42 contains 154570 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150958464.000000 Penalty: 152864.640625
Iteration 132Q: 45 clusters Score -1.509585e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6354 members 
Mstep: Class 3 contains 50627 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 16263 members 
Mstep: Class 6 contains 16921 members 
Mstep: Class 7 contains 181413 members 
Mstep: Class 8 contains 10081 members 
Mstep: Class 9 contains 74159 members 
Mstep: Class 10 contains 88413 members 
Mstep: Class 11 contains 4029 members 
Mstep: Class 12 contains 10176 members 
Mstep: Class 13 contains 169534 members 
Mstep: Class 14 contains 9827 members 
Mstep: Class 15 contains 5585 members 
Mstep: Class 16 contains 96910 members 
Mstep: Class 17 contains 7805 members 
Mstep: Class 18 contains 26866 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 8812 members 
Mstep: Class 21 contains 7923 members 
Mstep: Class 22 contains 12164 members 
Mstep: Class 23 contains 41371 members 
Mstep: Class 24 contains 15058 members 
Mstep: Class 25 contains 24748 members 
Mstep: Class 26 contains 25515 members 
Mstep: Class 27 contains 20152 members 
Mstep: Class 28 contains 8421 members 
Mstep: Class 29 contains 10203 members 
Mstep: Class 30 contains 4434 members 
Mstep: Class 31 contains 343 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 11910 members 
Mstep: Class 34 contains 48964 members 
Mstep: Class 35 contains 14407 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12267 members 
Mstep: Class 39 contains 2104 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 538 members 
Mstep: Class 42 contains 153793 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150958832.000000 Penalty: 152864.640625
Iteration 133Q: 45 clusters Score -1.509588e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6354 members 
Mstep: Class 3 contains 50621 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 16859 members 
Mstep: Class 6 contains 16927 members 
Mstep: Class 7 contains 181351 members 
Mstep: Class 8 contains 10076 members 
Mstep: Class 9 contains 74180 members 
Mstep: Class 10 contains 88336 members 
Mstep: Class 11 contains 4025 members 
Mstep: Class 12 contains 10174 members 
Mstep: Class 13 contains 169528 members 
Mstep: Class 14 contains 9882 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 96908 members 
Mstep: Class 17 contains 7804 members 
Mstep: Class 18 contains 26727 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 8819 members 
Mstep: Class 21 contains 7927 members 
Mstep: Class 22 contains 12169 members 
Mstep: Class 23 contains 41823 members 
Mstep: Class 24 contains 15058 members 
Mstep: Class 25 contains 24752 members 
Mstep: Class 26 contains 25502 members 
Mstep: Class 27 contains 20151 members 
Mstep: Class 28 contains 8422 members 
Mstep: Class 29 contains 10203 members 
Mstep: Class 30 contains 4433 members 
Mstep: Class 31 contains 343 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 11933 members 
Mstep: Class 34 contains 48958 members 
Mstep: Class 35 contains 14410 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12267 members 
Mstep: Class 39 contains 2104 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 538 members 
Mstep: Class 42 contains 152937 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150959024.000000 Penalty: 152864.640625
Iteration 134Q: 45 clusters Score -1.50959e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6353 members 
Mstep: Class 3 contains 50613 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 17395 members 
Mstep: Class 6 contains 16934 members 
Mstep: Class 7 contains 181288 members 
Mstep: Class 8 contains 10075 members 
Mstep: Class 9 contains 74181 members 
Mstep: Class 10 contains 88267 members 
Mstep: Class 11 contains 4025 members 
Mstep: Class 12 contains 10178 members 
Mstep: Class 13 contains 169516 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 96905 members 
Mstep: Class 17 contains 7807 members 
Mstep: Class 18 contains 26610 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 8826 members 
Mstep: Class 21 contains 7929 members 
Mstep: Class 22 contains 12173 members 
Mstep: Class 23 contains 42279 members 
Mstep: Class 24 contains 15060 members 
Mstep: Class 25 contains 24759 members 
Mstep: Class 26 contains 25489 members 
Mstep: Class 27 contains 20150 members 
Mstep: Class 28 contains 8426 members 
Mstep: Class 29 contains 10202 members 
Mstep: Class 30 contains 4434 members 
Mstep: Class 31 contains 343 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 11956 members 
Mstep: Class 34 contains 48970 members 
Mstep: Class 35 contains 14416 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12267 members 
Mstep: Class 39 contains 2103 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 538 members 
Mstep: Class 42 contains 152103 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150958768.000000 Penalty: 152864.640625
Iteration 135Q: 45 clusters Score -1.509588e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6359 members 
Mstep: Class 3 contains 50600 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 16939 members 
Mstep: Class 7 contains 181236 members 
Mstep: Class 8 contains 10074 members 
Mstep: Class 9 contains 74190 members 
Mstep: Class 10 contains 88199 members 
Mstep: Class 11 contains 4024 members 
Mstep: Class 12 contains 10172 members 
Mstep: Class 13 contains 169498 members 
Mstep: Class 14 contains 9986 members 
Mstep: Class 15 contains 5585 members 
Mstep: Class 16 contains 96901 members 
Mstep: Class 17 contains 7808 members 
Mstep: Class 18 contains 26480 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 8836 members 
Mstep: Class 21 contains 7930 members 
Mstep: Class 22 contains 12177 members 
Mstep: Class 23 contains 42747 members 
Mstep: Class 24 contains 15062 members 
Mstep: Class 25 contains 24770 members 
Mstep: Class 26 contains 25477 members 
Mstep: Class 27 contains 20150 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 10204 members 
Mstep: Class 30 contains 4435 members 
Mstep: Class 31 contains 343 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 11981 members 
Mstep: Class 34 contains 48982 members 
Mstep: Class 35 contains 14421 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12267 members 
Mstep: Class 39 contains 2103 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 538 members 
Mstep: Class 42 contains 151287 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150959264.000000 Penalty: 152864.640625
Iteration 136Q: 45 clusters Score -1.509593e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6360 members 
Mstep: Class 3 contains 50602 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 18334 members 
Mstep: Class 6 contains 16941 members 
Mstep: Class 7 contains 181180 members 
Mstep: Class 8 contains 10072 members 
Mstep: Class 9 contains 74208 members 
Mstep: Class 10 contains 88150 members 
Mstep: Class 11 contains 4025 members 
Mstep: Class 12 contains 10177 members 
Mstep: Class 13 contains 169492 members 
Mstep: Class 14 contains 10041 members 
Mstep: Class 15 contains 5586 members 
Mstep: Class 16 contains 96900 members 
Mstep: Class 17 contains 7811 members 
Mstep: Class 18 contains 26371 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 8840 members 
Mstep: Class 21 contains 7931 members 
Mstep: Class 22 contains 12180 members 
Mstep: Class 23 contains 43156 members 
Mstep: Class 24 contains 15064 members 
Mstep: Class 25 contains 24774 members 
Mstep: Class 26 contains 25473 members 
Mstep: Class 27 contains 20146 members 
Mstep: Class 28 contains 8432 members 
Mstep: Class 29 contains 10203 members 
Mstep: Class 30 contains 4441 members 
Mstep: Class 31 contains 343 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 12014 members 
Mstep: Class 34 contains 48981 members 
Mstep: Class 35 contains 14424 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12267 members 
Mstep: Class 39 contains 2103 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 538 members 
Mstep: Class 42 contains 150532 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150959008.000000 Penalty: 152864.640625
Iteration 137Q: 45 clusters Score -1.50959e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6366 members 
Mstep: Class 3 contains 50595 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 18733 members 
Mstep: Class 6 contains 16946 members 
Mstep: Class 7 contains 181138 members 
Mstep: Class 8 contains 10067 members 
Mstep: Class 9 contains 74220 members 
Mstep: Class 10 contains 88120 members 
Mstep: Class 11 contains 4025 members 
Mstep: Class 12 contains 10186 members 
Mstep: Class 13 contains 169484 members 
Mstep: Class 14 contains 10102 members 
Mstep: Class 15 contains 5586 members 
Mstep: Class 16 contains 96899 members 
Mstep: Class 17 contains 7813 members 
Mstep: Class 18 contains 26244 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 8842 members 
Mstep: Class 21 contains 7932 members 
Mstep: Class 22 contains 12181 members 
Mstep: Class 23 contains 43540 members 
Mstep: Class 24 contains 15067 members 
Mstep: Class 25 contains 24777 members 
Mstep: Class 26 contains 25466 members 
Mstep: Class 27 contains 20147 members 
Mstep: Class 28 contains 8434 members 
Mstep: Class 29 contains 10203 members 
Mstep: Class 30 contains 4450 members 
Mstep: Class 31 contains 343 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 12036 members 
Mstep: Class 34 contains 48988 members 
Mstep: Class 35 contains 14428 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12267 members 
Mstep: Class 39 contains 2103 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 538 members 
Mstep: Class 42 contains 149823 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150959072.000000 Penalty: 152864.640625
Iteration 138Q: 45 clusters Score -1.509591e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 6352 members 
Mstep: Class 3 contains 50598 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 19087 members 
Mstep: Class 6 contains 16947 members 
Mstep: Class 7 contains 181091 members 
Mstep: Class 8 contains 10065 members 
Mstep: Class 9 contains 74241 members 
Mstep: Class 10 contains 88098 members 
Mstep: Class 11 contains 4026 members 
Mstep: Class 12 contains 10190 members 
Mstep: Class 13 contains 169490 members 
Mstep: Class 14 contains 10165 members 
Mstep: Class 15 contains 5589 members 
Mstep: Class 16 contains 96898 members 
Mstep: Class 17 contains 7813 members 
Mstep: Class 18 contains 26101 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 8842 members 
Mstep: Class 21 contains 7933 members 
Mstep: Class 22 contains 12184 members 
Mstep: Class 23 contains 43910 members 
Mstep: Class 24 contains 15071 members 
Mstep: Class 25 contains 24781 members 
Mstep: Class 26 contains 25459 members 
Mstep: Class 27 contains 20144 members 
Mstep: Class 28 contains 8433 members 
Mstep: Class 29 contains 10204 members 
Mstep: Class 30 contains 4456 members 
Mstep: Class 31 contains 343 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 12067 members 
Mstep: Class 34 contains 49000 members 
Mstep: Class 35 contains 14432 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12267 members 
Mstep: Class 39 contains 2103 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 538 members 
Mstep: Class 42 contains 149170 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150959136.000000 Penalty: 152864.640625
Iteration 139Q: 45 clusters Score -1.509591e+08 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6338 members 
Mstep: Class 3 contains 50589 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 19445 members 
Mstep: Class 6 contains 16951 members 
Mstep: Class 7 contains 181054 members 
Mstep: Class 8 contains 10068 members 
Mstep: Class 9 contains 74258 members 
Mstep: Class 10 contains 88072 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 10193 members 
Mstep: Class 13 contains 169508 members 
Mstep: Class 14 contains 10235 members 
Mstep: Class 15 contains 5589 members 
Mstep: Class 16 contains 96897 members 
Mstep: Class 17 contains 7814 members 
Mstep: Class 18 contains 25948 members 
Mstep: Class 19 contains 371 members 
Mstep: Class 20 contains 8841 members 
Mstep: Class 21 contains 7936 members 
Mstep: Class 22 contains 12185 members 
Mstep: Class 23 contains 44221 members 
Mstep: Class 24 contains 15075 members 
Mstep: Class 25 contains 24784 members 
Mstep: Class 26 contains 25453 members 
Mstep: Class 27 contains 20135 members 
Mstep: Class 28 contains 8428 members 
Mstep: Class 29 contains 10205 members 
Mstep: Class 30 contains 4461 members 
Mstep: Class 31 contains 343 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 12083 members 
Mstep: Class 34 contains 49004 members 
Mstep: Class 35 contains 14436 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12267 members 
Mstep: Class 39 contains 2103 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 537 members 
Mstep: Class 42 contains 148602 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150960096.000000 Penalty: 152864.640625
Iteration 140F: 45 clusters Score -1.509601e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6328 members 
Mstep: Class 3 contains 50558 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 19783 members 
Mstep: Class 6 contains 16956 members 
Mstep: Class 7 contains 181030 members 
Mstep: Class 8 contains 10074 members 
Mstep: Class 9 contains 74289 members 
Mstep: Class 10 contains 88062 members 
Mstep: Class 11 contains 4026 members 
Mstep: Class 12 contains 10194 members 
Mstep: Class 13 contains 169527 members 
Mstep: Class 14 contains 10293 members 
Mstep: Class 15 contains 5594 members 
Mstep: Class 16 contains 96897 members 
Mstep: Class 17 contains 7814 members 
Mstep: Class 18 contains 25808 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 8840 members 
Mstep: Class 21 contains 7938 members 
Mstep: Class 22 contains 12188 members 
Mstep: Class 23 contains 44504 members 
Mstep: Class 24 contains 15079 members 
Mstep: Class 25 contains 24785 members 
Mstep: Class 26 contains 25446 members 
Mstep: Class 27 contains 20127 members 
Mstep: Class 28 contains 8433 members 
Mstep: Class 29 contains 10192 members 
Mstep: Class 30 contains 4467 members 
Mstep: Class 31 contains 341 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 12105 members 
Mstep: Class 34 contains 49021 members 
Mstep: Class 35 contains 14443 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12267 members 
Mstep: Class 39 contains 2103 members 
Mstep: Class 40 contains 406 members 
Mstep: Class 41 contains 540 members 
Mstep: Class 42 contains 148031 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150960496.000000 Penalty: 152864.640625
Iteration 141Q: 45 clusters Score -1.509605e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6323 members 
Mstep: Class 3 contains 50553 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 20067 members 
Mstep: Class 6 contains 16958 members 
Mstep: Class 7 contains 181011 members 
Mstep: Class 8 contains 10080 members 
Mstep: Class 9 contains 74314 members 
Mstep: Class 10 contains 88054 members 
Mstep: Class 11 contains 4022 members 
Mstep: Class 12 contains 10197 members 
Mstep: Class 13 contains 169546 members 
Mstep: Class 14 contains 10339 members 
Mstep: Class 15 contains 5596 members 
Mstep: Class 16 contains 96897 members 
Mstep: Class 17 contains 7815 members 
Mstep: Class 18 contains 25682 members 
Mstep: Class 19 contains 384 members 
Mstep: Class 20 contains 8840 members 
Mstep: Class 21 contains 7941 members 
Mstep: Class 22 contains 12189 members 
Mstep: Class 23 contains 44749 members 
Mstep: Class 24 contains 15080 members 
Mstep: Class 25 contains 24786 members 
Mstep: Class 26 contains 25439 members 
Mstep: Class 27 contains 20118 members 
Mstep: Class 28 contains 8432 members 
Mstep: Class 29 contains 10188 members 
Mstep: Class 30 contains 4471 members 
Mstep: Class 31 contains 332 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 12121 members 
Mstep: Class 34 contains 49041 members 
Mstep: Class 35 contains 14445 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12268 members 
Mstep: Class 39 contains 2103 members 
Mstep: Class 40 contains 412 members 
Mstep: Class 41 contains 541 members 
Mstep: Class 42 contains 147536 members 
Mstep: Class 43 contains 883 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150960832.000000 Penalty: 152864.640625
Iteration 142Q: 45 clusters Score -1.509608e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6311 members 
Mstep: Class 3 contains 50545 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 20321 members 
Mstep: Class 6 contains 16958 members 
Mstep: Class 7 contains 180999 members 
Mstep: Class 8 contains 10081 members 
Mstep: Class 9 contains 74348 members 
Mstep: Class 10 contains 88041 members 
Mstep: Class 11 contains 4018 members 
Mstep: Class 12 contains 10198 members 
Mstep: Class 13 contains 169568 members 
Mstep: Class 14 contains 10388 members 
Mstep: Class 15 contains 5596 members 
Mstep: Class 16 contains 96897 members 
Mstep: Class 17 contains 7817 members 
Mstep: Class 18 contains 25555 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 8840 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 12189 members 
Mstep: Class 23 contains 44964 members 
Mstep: Class 24 contains 15082 members 
Mstep: Class 25 contains 24788 members 
Mstep: Class 26 contains 25430 members 
Mstep: Class 27 contains 20107 members 
Mstep: Class 28 contains 8428 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 4474 members 
Mstep: Class 31 contains 325 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 12138 members 
Mstep: Class 34 contains 49055 members 
Mstep: Class 35 contains 14452 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12268 members 
Mstep: Class 39 contains 2103 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 537 members 
Mstep: Class 42 contains 147117 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961040.000000 Penalty: 152864.640625
Iteration 143Q: 45 clusters Score -1.50961e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 50546 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 20537 members 
Mstep: Class 6 contains 16959 members 
Mstep: Class 7 contains 180980 members 
Mstep: Class 8 contains 10084 members 
Mstep: Class 9 contains 74376 members 
Mstep: Class 10 contains 88015 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 10203 members 
Mstep: Class 13 contains 169566 members 
Mstep: Class 14 contains 10436 members 
Mstep: Class 15 contains 5595 members 
Mstep: Class 16 contains 96897 members 
Mstep: Class 17 contains 7817 members 
Mstep: Class 18 contains 25441 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 8841 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 12190 members 
Mstep: Class 23 contains 45173 members 
Mstep: Class 24 contains 15083 members 
Mstep: Class 25 contains 24787 members 
Mstep: Class 26 contains 25425 members 
Mstep: Class 27 contains 20101 members 
Mstep: Class 28 contains 8425 members 
Mstep: Class 29 contains 10187 members 
Mstep: Class 30 contains 4474 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 12158 members 
Mstep: Class 34 contains 49067 members 
Mstep: Class 35 contains 14456 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12268 members 
Mstep: Class 39 contains 2103 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 537 members 
Mstep: Class 42 contains 146756 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961072.000000 Penalty: 152864.640625
Iteration 144Q: 45 clusters Score -1.509611e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6294 members 
Mstep: Class 3 contains 50547 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 20729 members 
Mstep: Class 6 contains 16959 members 
Mstep: Class 7 contains 180972 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 74404 members 
Mstep: Class 10 contains 88004 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 10206 members 
Mstep: Class 13 contains 169559 members 
Mstep: Class 14 contains 10493 members 
Mstep: Class 15 contains 5599 members 
Mstep: Class 16 contains 96897 members 
Mstep: Class 17 contains 7819 members 
Mstep: Class 18 contains 25318 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 8841 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 12194 members 
Mstep: Class 23 contains 45368 members 
Mstep: Class 24 contains 15084 members 
Mstep: Class 25 contains 24787 members 
Mstep: Class 26 contains 25417 members 
Mstep: Class 27 contains 20101 members 
Mstep: Class 28 contains 8423 members 
Mstep: Class 29 contains 10182 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 12172 members 
Mstep: Class 34 contains 49087 members 
Mstep: Class 35 contains 14459 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12268 members 
Mstep: Class 39 contains 2104 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 534 members 
Mstep: Class 42 contains 146396 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961088.000000 Penalty: 152864.640625
Iteration 145Q: 45 clusters Score -1.509611e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6286 members 
Mstep: Class 3 contains 50552 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 20923 members 
Mstep: Class 6 contains 16961 members 
Mstep: Class 7 contains 180958 members 
Mstep: Class 8 contains 10087 members 
Mstep: Class 9 contains 74439 members 
Mstep: Class 10 contains 87993 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 10200 members 
Mstep: Class 13 contains 169561 members 
Mstep: Class 14 contains 10543 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 96897 members 
Mstep: Class 17 contains 7819 members 
Mstep: Class 18 contains 25214 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 8841 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 12198 members 
Mstep: Class 23 contains 45539 members 
Mstep: Class 24 contains 15086 members 
Mstep: Class 25 contains 24788 members 
Mstep: Class 26 contains 25409 members 
Mstep: Class 27 contains 20094 members 
Mstep: Class 28 contains 8426 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 12181 members 
Mstep: Class 34 contains 49102 members 
Mstep: Class 35 contains 14462 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12268 members 
Mstep: Class 39 contains 2104 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 534 members 
Mstep: Class 42 contains 146050 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961392.000000 Penalty: 152864.640625
Iteration 146Q: 45 clusters Score -1.509614e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6279 members 
Mstep: Class 3 contains 50558 members 
Mstep: Class 4 contains 4835 members 
Mstep: Class 5 contains 21094 members 
Mstep: Class 6 contains 16962 members 
Mstep: Class 7 contains 180956 members 
Mstep: Class 8 contains 10089 members 
Mstep: Class 9 contains 74477 members 
Mstep: Class 10 contains 87968 members 
Mstep: Class 11 contains 4018 members 
Mstep: Class 12 contains 10198 members 
Mstep: Class 13 contains 169559 members 
Mstep: Class 14 contains 10593 members 
Mstep: Class 15 contains 5600 members 
Mstep: Class 16 contains 96897 members 
Mstep: Class 17 contains 7820 members 
Mstep: Class 18 contains 25121 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 8841 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 12201 members 
Mstep: Class 23 contains 45718 members 
Mstep: Class 24 contains 15087 members 
Mstep: Class 25 contains 24788 members 
Mstep: Class 26 contains 25399 members 
Mstep: Class 27 contains 20091 members 
Mstep: Class 28 contains 8427 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 12193 members 
Mstep: Class 34 contains 49116 members 
Mstep: Class 35 contains 14462 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12268 members 
Mstep: Class 39 contains 2105 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 145710 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961440.000000 Penalty: 152864.640625
Iteration 147Q: 45 clusters Score -1.509614e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6276 members 
Mstep: Class 3 contains 50564 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 21247 members 
Mstep: Class 6 contains 16966 members 
Mstep: Class 7 contains 180956 members 
Mstep: Class 8 contains 10090 members 
Mstep: Class 9 contains 74506 members 
Mstep: Class 10 contains 87945 members 
Mstep: Class 11 contains 4021 members 
Mstep: Class 12 contains 10199 members 
Mstep: Class 13 contains 169566 members 
Mstep: Class 14 contains 10643 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 96896 members 
Mstep: Class 17 contains 7821 members 
Mstep: Class 18 contains 25029 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 8841 members 
Mstep: Class 21 contains 7944 members 
Mstep: Class 22 contains 12204 members 
Mstep: Class 23 contains 45865 members 
Mstep: Class 24 contains 15088 members 
Mstep: Class 25 contains 24788 members 
Mstep: Class 26 contains 25385 members 
Mstep: Class 27 contains 20091 members 
Mstep: Class 28 contains 8427 members 
Mstep: Class 29 contains 10185 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 12202 members 
Mstep: Class 34 contains 49130 members 
Mstep: Class 35 contains 14458 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12268 members 
Mstep: Class 39 contains 2105 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 145409 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961424.000000 Penalty: 152864.640625
Iteration 148Q: 45 clusters Score -1.509614e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6272 members 
Mstep: Class 3 contains 50568 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 21419 members 
Mstep: Class 6 contains 16968 members 
Mstep: Class 7 contains 180936 members 
Mstep: Class 8 contains 10094 members 
Mstep: Class 9 contains 74534 members 
Mstep: Class 10 contains 87940 members 
Mstep: Class 11 contains 4023 members 
Mstep: Class 12 contains 10198 members 
Mstep: Class 13 contains 169565 members 
Mstep: Class 14 contains 10688 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 96896 members 
Mstep: Class 17 contains 7823 members 
Mstep: Class 18 contains 24921 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 8844 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 12206 members 
Mstep: Class 23 contains 45999 members 
Mstep: Class 24 contains 15088 members 
Mstep: Class 25 contains 24786 members 
Mstep: Class 26 contains 25379 members 
Mstep: Class 27 contains 20085 members 
Mstep: Class 28 contains 8426 members 
Mstep: Class 29 contains 10188 members 
Mstep: Class 30 contains 4495 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 12215 members 
Mstep: Class 34 contains 49146 members 
Mstep: Class 35 contains 14463 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12268 members 
Mstep: Class 39 contains 2104 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 145124 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961408.000000 Penalty: 152864.640625
Iteration 149Q: 45 clusters Score -1.509614e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6271 members 
Mstep: Class 3 contains 50578 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 21567 members 
Mstep: Class 6 contains 16968 members 
Mstep: Class 7 contains 180922 members 
Mstep: Class 8 contains 10092 members 
Mstep: Class 9 contains 74552 members 
Mstep: Class 10 contains 87929 members 
Mstep: Class 11 contains 4023 members 
Mstep: Class 12 contains 10196 members 
Mstep: Class 13 contains 169562 members 
Mstep: Class 14 contains 10732 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 96895 members 
Mstep: Class 17 contains 7828 members 
Mstep: Class 18 contains 24833 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 8845 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 12210 members 
Mstep: Class 23 contains 46100 members 
Mstep: Class 24 contains 15089 members 
Mstep: Class 25 contains 24787 members 
Mstep: Class 26 contains 25375 members 
Mstep: Class 27 contains 20077 members 
Mstep: Class 28 contains 8432 members 
Mstep: Class 29 contains 10190 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 12225 members 
Mstep: Class 34 contains 49156 members 
Mstep: Class 35 contains 14460 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12269 members 
Mstep: Class 39 contains 2104 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 144890 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961552.000000 Penalty: 152864.640625
Iteration 150Q: 45 clusters Score -1.509616e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6272 members 
Mstep: Class 3 contains 50582 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 21700 members 
Mstep: Class 6 contains 16966 members 
Mstep: Class 7 contains 180914 members 
Mstep: Class 8 contains 10092 members 
Mstep: Class 9 contains 74566 members 
Mstep: Class 10 contains 87924 members 
Mstep: Class 11 contains 4023 members 
Mstep: Class 12 contains 10196 members 
Mstep: Class 13 contains 169558 members 
Mstep: Class 14 contains 10786 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 96895 members 
Mstep: Class 17 contains 7829 members 
Mstep: Class 18 contains 24731 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 8846 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 12212 members 
Mstep: Class 23 contains 46197 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 24788 members 
Mstep: Class 26 contains 25372 members 
Mstep: Class 27 contains 20072 members 
Mstep: Class 28 contains 8434 members 
Mstep: Class 29 contains 10192 members 
Mstep: Class 30 contains 4507 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 12236 members 
Mstep: Class 34 contains 49170 members 
Mstep: Class 35 contains 14457 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12269 members 
Mstep: Class 39 contains 2103 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 144680 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961808.000000 Penalty: 152864.640625
Iteration 151Q: 45 clusters Score -1.509618e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6266 members 
Mstep: Class 3 contains 50594 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 21813 members 
Mstep: Class 6 contains 16967 members 
Mstep: Class 7 contains 180904 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 74578 members 
Mstep: Class 10 contains 87917 members 
Mstep: Class 11 contains 4022 members 
Mstep: Class 12 contains 10197 members 
Mstep: Class 13 contains 169555 members 
Mstep: Class 14 contains 10827 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 96895 members 
Mstep: Class 17 contains 7827 members 
Mstep: Class 18 contains 24648 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 8846 members 
Mstep: Class 21 contains 7944 members 
Mstep: Class 22 contains 12213 members 
Mstep: Class 23 contains 46283 members 
Mstep: Class 24 contains 15092 members 
Mstep: Class 25 contains 24788 members 
Mstep: Class 26 contains 25368 members 
Mstep: Class 27 contains 20062 members 
Mstep: Class 28 contains 8436 members 
Mstep: Class 29 contains 10190 members 
Mstep: Class 30 contains 4515 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 741 members 
Mstep: Class 33 contains 12249 members 
Mstep: Class 34 contains 49184 members 
Mstep: Class 35 contains 14457 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12269 members 
Mstep: Class 39 contains 2103 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 144501 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961904.000000 Penalty: 152864.640625
Iteration 152Q: 45 clusters Score -1.509619e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6265 members 
Mstep: Class 3 contains 50592 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 21917 members 
Mstep: Class 6 contains 16966 members 
Mstep: Class 7 contains 180893 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74594 members 
Mstep: Class 10 contains 87904 members 
Mstep: Class 11 contains 4021 members 
Mstep: Class 12 contains 10202 members 
Mstep: Class 13 contains 169538 members 
Mstep: Class 14 contains 10876 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 96895 members 
Mstep: Class 17 contains 7826 members 
Mstep: Class 18 contains 24561 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 7941 members 
Mstep: Class 22 contains 12217 members 
Mstep: Class 23 contains 46356 members 
Mstep: Class 24 contains 15094 members 
Mstep: Class 25 contains 24788 members 
Mstep: Class 26 contains 25367 members 
Mstep: Class 27 contains 20056 members 
Mstep: Class 28 contains 8437 members 
Mstep: Class 29 contains 10187 members 
Mstep: Class 30 contains 4514 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 741 members 
Mstep: Class 33 contains 12267 members 
Mstep: Class 34 contains 49191 members 
Mstep: Class 35 contains 14460 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12270 members 
Mstep: Class 39 contains 2103 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 144362 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961728.000000 Penalty: 152864.640625
Iteration 153Q: 45 clusters Score -1.509617e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6269 members 
Mstep: Class 3 contains 50590 members 
Mstep: Class 4 contains 4833 members 
Mstep: Class 5 contains 22004 members 
Mstep: Class 6 contains 16966 members 
Mstep: Class 7 contains 180892 members 
Mstep: Class 8 contains 10092 members 
Mstep: Class 9 contains 74618 members 
Mstep: Class 10 contains 87895 members 
Mstep: Class 11 contains 4020 members 
Mstep: Class 12 contains 10203 members 
Mstep: Class 13 contains 169535 members 
Mstep: Class 14 contains 10918 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 96895 members 
Mstep: Class 17 contains 7826 members 
Mstep: Class 18 contains 24494 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 8851 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 12219 members 
Mstep: Class 23 contains 46426 members 
Mstep: Class 24 contains 15095 members 
Mstep: Class 25 contains 24788 members 
Mstep: Class 26 contains 25365 members 
Mstep: Class 27 contains 20047 members 
Mstep: Class 28 contains 8439 members 
Mstep: Class 29 contains 10189 members 
Mstep: Class 30 contains 4517 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 742 members 
Mstep: Class 33 contains 12281 members 
Mstep: Class 34 contains 49193 members 
Mstep: Class 35 contains 14461 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12270 members 
Mstep: Class 39 contains 2103 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 144200 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961712.000000 Penalty: 152864.640625
Iteration 154Q: 45 clusters Score -1.509617e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6271 members 
Mstep: Class 3 contains 50596 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 22080 members 
Mstep: Class 6 contains 16966 members 
Mstep: Class 7 contains 180880 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 74645 members 
Mstep: Class 10 contains 87879 members 
Mstep: Class 11 contains 4018 members 
Mstep: Class 12 contains 10207 members 
Mstep: Class 13 contains 169531 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 96895 members 
Mstep: Class 17 contains 7826 members 
Mstep: Class 18 contains 24439 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 8855 members 
Mstep: Class 21 contains 7941 members 
Mstep: Class 22 contains 12218 members 
Mstep: Class 23 contains 46495 members 
Mstep: Class 24 contains 15096 members 
Mstep: Class 25 contains 24788 members 
Mstep: Class 26 contains 25364 members 
Mstep: Class 27 contains 20042 members 
Mstep: Class 28 contains 8439 members 
Mstep: Class 29 contains 10184 members 
Mstep: Class 30 contains 4518 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 743 members 
Mstep: Class 33 contains 12305 members 
Mstep: Class 34 contains 49208 members 
Mstep: Class 35 contains 14463 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12270 members 
Mstep: Class 39 contains 2103 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 144027 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961520.000000 Penalty: 152864.640625
Iteration 155Q: 45 clusters Score -1.509615e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6274 members 
Mstep: Class 3 contains 50600 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 22159 members 
Mstep: Class 6 contains 16967 members 
Mstep: Class 7 contains 180871 members 
Mstep: Class 8 contains 10097 members 
Mstep: Class 9 contains 74663 members 
Mstep: Class 10 contains 87861 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 10211 members 
Mstep: Class 13 contains 169539 members 
Mstep: Class 14 contains 10994 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 96895 members 
Mstep: Class 17 contains 7827 members 
Mstep: Class 18 contains 24390 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 8857 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 12217 members 
Mstep: Class 23 contains 46548 members 
Mstep: Class 24 contains 15096 members 
Mstep: Class 25 contains 24788 members 
Mstep: Class 26 contains 25364 members 
Mstep: Class 27 contains 20034 members 
Mstep: Class 28 contains 8441 members 
Mstep: Class 29 contains 10181 members 
Mstep: Class 30 contains 4519 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 744 members 
Mstep: Class 33 contains 12326 members 
Mstep: Class 34 contains 49226 members 
Mstep: Class 35 contains 14461 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12271 members 
Mstep: Class 39 contains 2103 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 143865 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961328.000000 Penalty: 152864.640625
Iteration 156Q: 45 clusters Score -1.509613e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6274 members 
Mstep: Class 3 contains 50602 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 22237 members 
Mstep: Class 6 contains 16969 members 
Mstep: Class 7 contains 180863 members 
Mstep: Class 8 contains 10098 members 
Mstep: Class 9 contains 74677 members 
Mstep: Class 10 contains 87844 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 10211 members 
Mstep: Class 13 contains 169537 members 
Mstep: Class 14 contains 11038 members 
Mstep: Class 15 contains 5606 members 
Mstep: Class 16 contains 96895 members 
Mstep: Class 17 contains 7827 members 
Mstep: Class 18 contains 24337 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 8858 members 
Mstep: Class 21 contains 7941 members 
Mstep: Class 22 contains 12219 members 
Mstep: Class 23 contains 46602 members 
Mstep: Class 24 contains 15097 members 
Mstep: Class 25 contains 24787 members 
Mstep: Class 26 contains 25364 members 
Mstep: Class 27 contains 20029 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 10180 members 
Mstep: Class 30 contains 4520 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 744 members 
Mstep: Class 33 contains 12346 members 
Mstep: Class 34 contains 49235 members 
Mstep: Class 35 contains 14461 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12271 members 
Mstep: Class 39 contains 2103 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 143723 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961424.000000 Penalty: 152864.640625
Iteration 157Q: 45 clusters Score -1.509614e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6276 members 
Mstep: Class 3 contains 50603 members 
Mstep: Class 4 contains 4833 members 
Mstep: Class 5 contains 22307 members 
Mstep: Class 6 contains 16971 members 
Mstep: Class 7 contains 180853 members 
Mstep: Class 8 contains 10099 members 
Mstep: Class 9 contains 74692 members 
Mstep: Class 10 contains 87835 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 10214 members 
Mstep: Class 13 contains 169531 members 
Mstep: Class 14 contains 11061 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 96896 members 
Mstep: Class 17 contains 7827 members 
Mstep: Class 18 contains 24306 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 8858 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 12219 members 
Mstep: Class 23 contains 46632 members 
Mstep: Class 24 contains 15096 members 
Mstep: Class 25 contains 24787 members 
Mstep: Class 26 contains 25364 members 
Mstep: Class 27 contains 20025 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 10181 members 
Mstep: Class 30 contains 4519 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12363 members 
Mstep: Class 34 contains 49249 members 
Mstep: Class 35 contains 14457 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12271 members 
Mstep: Class 39 contains 2103 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 143606 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961680.000000 Penalty: 152864.640625
Iteration 158Q: 45 clusters Score -1.509617e+08 nChanged 347
Entering ConstructFrom: 
Score: -150961680.000000 Penalty: 152864.640625
Entering ConstructFrom: 
Trying to split cluster 1 (4057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Entering Unmasked Estep 
Score: -470464.531250 Penalty: 2060.433350
	Iteration 0F: 2 clusters Score -470464.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -466572.000000 Penalty: 4120.866699
	Iteration 0F: 3 clusters Score -466572 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -467600.093750 Penalty: 4120.866699
	Iteration 1F: 3 clusters Score -467600.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -467972.656250 Penalty: 4120.866699
	Iteration 2F: 3 clusters Score -467972.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -468262.156250 Penalty: 4120.866699
	Iteration 3F: 3 clusters Score -468262.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -468445.843750 Penalty: 4120.866699
	Iteration 4F: 3 clusters Score -468445.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -468572.312500 Penalty: 4120.866699
	Iteration 5Q: 3 clusters Score -468572.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -468693.156250 Penalty: 4120.866699
	Iteration 6Q: 3 clusters Score -468693.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -468786.281250 Penalty: 4120.866699
	Iteration 7Q: 3 clusters Score -468786.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -468881.531250 Penalty: 4120.866699
	Iteration 8Q: 3 clusters Score -468881.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -468960.156250 Penalty: 4120.866699
	Iteration 9Q: 3 clusters Score -468960.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -469031.937500 Penalty: 4120.866699
	Iteration 10Q: 3 clusters Score -469031.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -469114.187500 Penalty: 4120.866699
	Iteration 11Q: 3 clusters Score -469114.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -469193.000000 Penalty: 4120.866699
	Iteration 12Q: 3 clusters Score -469193 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -469260.937500 Penalty: 4120.866699
	Iteration 13Q: 3 clusters Score -469260.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -469317.312500 Penalty: 4120.866699
	Iteration 14Q: 3 clusters Score -469317.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -469350.312500 Penalty: 4120.866699
	Iteration 15Q: 3 clusters Score -469350.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -469379.531250 Penalty: 4120.866699
	Iteration 16Q: 3 clusters Score -469379.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -469398.375000 Penalty: 4120.866699
	Iteration 17Q: 3 clusters Score -469398.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -469412.375000 Penalty: 4120.866699
	Iteration 18Q: 3 clusters Score -469412.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -469421.531250 Penalty: 4120.866699
	Iteration 19Q: 3 clusters Score -469421.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -469428.031250 Penalty: 4120.866699
	Iteration 20F: 3 clusters Score -469428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -469434.062500 Penalty: 4120.866699
	Iteration 21Q: 3 clusters Score -469434.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -469436.812500 Penalty: 4120.866699
	Iteration 22Q: 3 clusters Score -469436.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -469438.718750 Penalty: 4120.866699
	Iteration 23Q: 3 clusters Score -469438.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -469439.968750 Penalty: 4120.866699
	Iteration 24Q: 3 clusters Score -469440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -469442.250000 Penalty: 4120.866699
	Iteration 25Q: 3 clusters Score -469442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -469442.500000 Penalty: 4120.866699
	Iteration 26Q: 3 clusters Score -469442.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -469443.531250 Penalty: 4120.866699
	Iteration 27Q: 3 clusters Score -469443.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -469444.093750 Penalty: 4120.866699
	Iteration 28Q: 3 clusters Score -469444.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -469443.562500 Penalty: 4120.866699
	Iteration 29Q: 3 clusters Score -469443.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -469445.187500 Penalty: 4120.866699
	Iteration 30Q: 3 clusters Score -469445.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -469446.281250 Penalty: 4120.866699
	Iteration 31Q: 3 clusters Score -469446.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -469446.156250 Penalty: 4120.866699
	Iteration 32Q: 3 clusters Score -469446.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -469447.718750 Penalty: 4120.866699
	Iteration 33Q: 3 clusters Score -469447.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -469447.875000 Penalty: 4120.866699
	Iteration 34Q: 3 clusters Score -469447.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -469448.406250 Penalty: 4120.866699
	Iteration 35Q: 3 clusters Score -469448.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -469449.375000 Penalty: 4120.866699
	Iteration 36Q: 3 clusters Score -469449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -469449.531250 Penalty: 4120.866699
	Iteration 37Q: 3 clusters Score -469449.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -469450.218750 Penalty: 4120.866699
	Iteration 38Q: 3 clusters Score -469450.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -469450.781250 Penalty: 4120.866699
	Iteration 39Q: 3 clusters Score -469450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -469450.781250 Penalty: 4120.866699
	Iteration 40F: 3 clusters Score -469450.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Entering Unmasked Estep 
Score: -791164.187500 Penalty: 2168.633057
	Iteration 0F: 2 clusters Score -791164.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -785850.937500 Penalty: 4337.266113
	Iteration 0F: 3 clusters Score -785850.9 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -787211.750000 Penalty: 4337.266113
	Iteration 1F: 3 clusters Score -787211.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -787475.375000 Penalty: 4337.266113
	Iteration 2F: 3 clusters Score -787475.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -787649.187500 Penalty: 4337.266113
	Iteration 3F: 3 clusters Score -787649.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -787785.875000 Penalty: 4337.266113
	Iteration 4Q: 3 clusters Score -787785.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -787931.500000 Penalty: 4337.266113
	Iteration 5Q: 3 clusters Score -787931.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -788107.187500 Penalty: 4337.266113
	Iteration 6Q: 3 clusters Score -788107.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -788276.250000 Penalty: 4337.266113
	Iteration 7Q: 3 clusters Score -788276.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -788412.875000 Penalty: 4337.266113
	Iteration 8Q: 3 clusters Score -788412.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -788512.187500 Penalty: 4337.266113
	Iteration 9Q: 3 clusters Score -788512.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -788578.375000 Penalty: 4337.266113
	Iteration 10Q: 3 clusters Score -788578.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -788634.250000 Penalty: 4337.266113
	Iteration 11Q: 3 clusters Score -788634.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -788679.812500 Penalty: 4337.266113
	Iteration 12Q: 3 clusters Score -788679.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -788729.125000 Penalty: 4337.266113
	Iteration 13Q: 3 clusters Score -788729.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -788770.625000 Penalty: 4337.266113
	Iteration 14Q: 3 clusters Score -788770.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -788807.187500 Penalty: 4337.266113
	Iteration 15Q: 3 clusters Score -788807.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -788848.687500 Penalty: 4337.266113
	Iteration 16Q: 3 clusters Score -788848.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -788889.750000 Penalty: 4337.266113
	Iteration 17Q: 3 clusters Score -788889.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -788935.562500 Penalty: 4337.266113
	Iteration 18Q: 3 clusters Score -788935.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -788965.562500 Penalty: 4337.266113
	Iteration 19Q: 3 clusters Score -788965.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -788987.812500 Penalty: 4337.266113
	Iteration 20F: 3 clusters Score -788987.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -789021.625000 Penalty: 4337.266113
	Iteration 21Q: 3 clusters Score -789021.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -789041.625000 Penalty: 4337.266113
	Iteration 22Q: 3 clusters Score -789041.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -789053.062500 Penalty: 4337.266113
	Iteration 23Q: 3 clusters Score -789053.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -789062.562500 Penalty: 4337.266113
	Iteration 24Q: 3 clusters Score -789062.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -789068.937500 Penalty: 4337.266113
	Iteration 25Q: 3 clusters Score -789068.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -789075.875000 Penalty: 4337.266113
	Iteration 26Q: 3 clusters Score -789075.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -789081.937500 Penalty: 4337.266113
	Iteration 27Q: 3 clusters Score -789081.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -789087.125000 Penalty: 4337.266113
	Iteration 28Q: 3 clusters Score -789087.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -789095.187500 Penalty: 4337.266113
	Iteration 29Q: 3 clusters Score -789095.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -789100.625000 Penalty: 4337.266113
	Iteration 30Q: 3 clusters Score -789100.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -789105.875000 Penalty: 4337.266113
	Iteration 31Q: 3 clusters Score -789105.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -789109.125000 Penalty: 4337.266113
	Iteration 32Q: 3 clusters Score -789109.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -789113.187500 Penalty: 4337.266113
	Iteration 33Q: 3 clusters Score -789113.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -789118.562500 Penalty: 4337.266113
	Iteration 34Q: 3 clusters Score -789118.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -789122.125000 Penalty: 4337.266113
	Iteration 35Q: 3 clusters Score -789122.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -789129.312500 Penalty: 4337.266113
	Iteration 36Q: 3 clusters Score -789129.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -789133.000000 Penalty: 4337.266113
	Iteration 37Q: 3 clusters Score -789133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -789138.375000 Penalty: 4337.266113
	Iteration 38Q: 3 clusters Score -789138.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -789144.375000 Penalty: 4337.266113
	Iteration 39Q: 3 clusters Score -789144.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -789149.062500 Penalty: 4337.266113
	Iteration 40F: 3 clusters Score -789149.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -789153.375000 Penalty: 4337.266113
	Iteration 41Q: 3 clusters Score -789153.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -789157.562500 Penalty: 4337.266113
	Iteration 42Q: 3 clusters Score -789157.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -789159.625000 Penalty: 4337.266113
	Iteration 43Q: 3 clusters Score -789159.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -789158.875000 Penalty: 4337.266113
	Iteration 44Q: 3 clusters Score -789158.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -789158.312500 Penalty: 4337.266113
	Iteration 45Q: 3 clusters Score -789158.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -789161.125000 Penalty: 4337.266113
	Iteration 46Q: 3 clusters Score -789161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -789163.250000 Penalty: 4337.266113
	Iteration 47Q: 3 clusters Score -789163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -789162.562500 Penalty: 4337.266113
	Iteration 48Q: 3 clusters Score -789162.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -789163.625000 Penalty: 4337.266113
	Iteration 49Q: 3 clusters Score -789163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -789163.250000 Penalty: 4337.266113
	Iteration 50Q: 3 clusters Score -789163.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -789163.437500 Penalty: 4337.266113
	Iteration 51Q: 3 clusters Score -789163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -789163.187500 Penalty: 4337.266113
	Iteration 52Q: 3 clusters Score -789163.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -789164.625000 Penalty: 4337.266113
	Iteration 53Q: 3 clusters Score -789164.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -789165.062500 Penalty: 4337.266113
	Iteration 54Q: 3 clusters Score -789165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -789165.562500 Penalty: 4337.266113
	Iteration 55Q: 3 clusters Score -789165.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -789165.562500 Penalty: 4337.266113
	Iteration 56F: 3 clusters Score -789165.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Entering Unmasked Estep 
Score: -6515624.500000 Penalty: 2686.278076
	Iteration 0F: 2 clusters Score -6515624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -6481592.500000 Penalty: 5372.556152
	Iteration 0F: 3 clusters Score -6481592 nChanged 23331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -6494636.000000 Penalty: 5372.556152
	Iteration 1F: 3 clusters Score -6494636 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -6495285.000000 Penalty: 5372.556152
	Iteration 2Q: 3 clusters Score -6495285 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -6495957.500000 Penalty: 5372.556152
	Iteration 3Q: 3 clusters Score -6495958 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -6496648.500000 Penalty: 5372.556152
	Iteration 4Q: 3 clusters Score -6496648 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -6497549.500000 Penalty: 5372.556152
	Iteration 5Q: 3 clusters Score -6497550 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -6498798.500000 Penalty: 5372.556152
	Iteration 6Q: 3 clusters Score -6498798 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -6500588.000000 Penalty: 5372.556152
	Iteration 7F: 3 clusters Score -6500588 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -6502944.500000 Penalty: 5372.556152
	Iteration 8F: 3 clusters Score -6502944 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -6505651.000000 Penalty: 5372.556152
	Iteration 9F: 3 clusters Score -6505651 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -6508228.000000 Penalty: 5372.556152
	Iteration 10F: 3 clusters Score -6508228 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -6510367.500000 Penalty: 5372.556152
	Iteration 11Q: 3 clusters Score -6510368 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6511817.000000 Penalty: 5372.556152
	Iteration 12Q: 3 clusters Score -6511817 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6512587.000000 Penalty: 5372.556152
	Iteration 13Q: 3 clusters Score -6512587 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6512945.500000 Penalty: 5372.556152
	Iteration 14Q: 3 clusters Score -6512946 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6513109.000000 Penalty: 5372.556152
	Iteration 15Q: 3 clusters Score -6513109 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6513211.000000 Penalty: 5372.556152
	Iteration 16Q: 3 clusters Score -6513211 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6513253.500000 Penalty: 5372.556152
	Iteration 17Q: 3 clusters Score -6513254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6513288.500000 Penalty: 5372.556152
	Iteration 18Q: 3 clusters Score -6513288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6513308.000000 Penalty: 5372.556152
	Iteration 19Q: 3 clusters Score -6513308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6513328.500000 Penalty: 5372.556152
	Iteration 20F: 3 clusters Score -6513328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6513347.000000 Penalty: 5372.556152
	Iteration 21Q: 3 clusters Score -6513347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6513343.000000 Penalty: 5372.556152
	Iteration 22Q: 3 clusters Score -6513343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6513344.000000 Penalty: 5372.556152
	Iteration 23Q: 3 clusters Score -6513344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6513349.000000 Penalty: 5372.556152
	Iteration 24Q: 3 clusters Score -6513349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6513356.000000 Penalty: 5372.556152
	Iteration 25Q: 3 clusters Score -6513356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6513360.500000 Penalty: 5372.556152
	Iteration 26Q: 3 clusters Score -6513360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6513365.500000 Penalty: 5372.556152
	Iteration 27Q: 3 clusters Score -6513366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6513371.500000 Penalty: 5372.556152
	Iteration 28Q: 3 clusters Score -6513372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6513370.500000 Penalty: 5372.556152
	Iteration 29Q: 3 clusters Score -6513370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6513374.000000 Penalty: 5372.556152
	Iteration 30Q: 3 clusters Score -6513374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6513375.500000 Penalty: 5372.556152
	Iteration 31Q: 3 clusters Score -6513376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6513376.500000 Penalty: 5372.556152
	Iteration 32Q: 3 clusters Score -6513376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6513376.500000 Penalty: 5372.556152
	Iteration 33Q: 3 clusters Score -6513376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6513380.500000 Penalty: 5372.556152
	Iteration 34Q: 3 clusters Score -6513380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6513382.000000 Penalty: 5372.556152
	Iteration 35Q: 3 clusters Score -6513382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6513380.500000 Penalty: 5372.556152
	Iteration 36Q: 3 clusters Score -6513380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6513384.000000 Penalty: 5372.556152
	Iteration 37Q: 3 clusters Score -6513384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6513384.000000 Penalty: 5372.556152
	Iteration 38F: 3 clusters Score -6513384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Entering Unmasked Estep 
Score: -607481.750000 Penalty: 2103.788086
	Iteration 0F: 2 clusters Score -607481.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -603064.937500 Penalty: 4207.576172
	Iteration 0F: 3 clusters Score -603064.9 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -604139.625000 Penalty: 4207.576172
	Iteration 1F: 3 clusters Score -604139.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -604338.500000 Penalty: 4207.576172
	Iteration 2F: 3 clusters Score -604338.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -604461.437500 Penalty: 4207.576172
	Iteration 3Q: 3 clusters Score -604461.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -604534.500000 Penalty: 4207.576172
	Iteration 4Q: 3 clusters Score -604534.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -604592.187500 Penalty: 4207.576172
	Iteration 5Q: 3 clusters Score -604592.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -604638.812500 Penalty: 4207.576172
	Iteration 6Q: 3 clusters Score -604638.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -604685.437500 Penalty: 4207.576172
	Iteration 7Q: 3 clusters Score -604685.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -604733.437500 Penalty: 4207.576172
	Iteration 8Q: 3 clusters Score -604733.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -604762.625000 Penalty: 4207.576172
	Iteration 9Q: 3 clusters Score -604762.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -604786.937500 Penalty: 4207.576172
	Iteration 10Q: 3 clusters Score -604786.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -604809.812500 Penalty: 4207.576172
	Iteration 11Q: 3 clusters Score -604809.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -604830.437500 Penalty: 4207.576172
	Iteration 12Q: 3 clusters Score -604830.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -604849.375000 Penalty: 4207.576172
	Iteration 13Q: 3 clusters Score -604849.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -604870.125000 Penalty: 4207.576172
	Iteration 14Q: 3 clusters Score -604870.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -604891.687500 Penalty: 4207.576172
	Iteration 15Q: 3 clusters Score -604891.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -604932.687500 Penalty: 4207.576172
	Iteration 16Q: 3 clusters Score -604932.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -604984.187500 Penalty: 4207.576172
	Iteration 17Q: 3 clusters Score -604984.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -605046.875000 Penalty: 4207.576172
	Iteration 18Q: 3 clusters Score -605046.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -605109.250000 Penalty: 4207.576172
	Iteration 19Q: 3 clusters Score -605109.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -605173.250000 Penalty: 4207.576172
	Iteration 20F: 3 clusters Score -605173.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -605231.687500 Penalty: 4207.576172
	Iteration 21Q: 3 clusters Score -605231.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -605282.562500 Penalty: 4207.576172
	Iteration 22Q: 3 clusters Score -605282.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -605325.125000 Penalty: 4207.576172
	Iteration 23Q: 3 clusters Score -605325.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -605365.625000 Penalty: 4207.576172
	Iteration 24Q: 3 clusters Score -605365.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -605412.937500 Penalty: 4207.576172
	Iteration 25Q: 3 clusters Score -605412.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -605468.625000 Penalty: 4207.576172
	Iteration 26Q: 3 clusters Score -605468.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -605511.000000 Penalty: 4207.576172
	Iteration 27Q: 3 clusters Score -605511 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -605539.750000 Penalty: 4207.576172
	Iteration 28Q: 3 clusters Score -605539.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -605560.312500 Penalty: 4207.576172
	Iteration 29Q: 3 clusters Score -605560.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -605575.437500 Penalty: 4207.576172
	Iteration 30Q: 3 clusters Score -605575.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -605586.062500 Penalty: 4207.576172
	Iteration 31Q: 3 clusters Score -605586.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -605599.812500 Penalty: 4207.576172
	Iteration 32Q: 3 clusters Score -605599.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -605611.437500 Penalty: 4207.576172
	Iteration 33Q: 3 clusters Score -605611.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -605623.125000 Penalty: 4207.576172
	Iteration 34Q: 3 clusters Score -605623.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -605632.437500 Penalty: 4207.576172
	Iteration 35Q: 3 clusters Score -605632.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -605640.187500 Penalty: 4207.576172
	Iteration 36Q: 3 clusters Score -605640.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -605650.750000 Penalty: 4207.576172
	Iteration 37Q: 3 clusters Score -605650.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -605664.875000 Penalty: 4207.576172
	Iteration 38Q: 3 clusters Score -605664.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -605680.500000 Penalty: 4207.576172
	Iteration 39Q: 3 clusters Score -605680.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -605694.062500 Penalty: 4207.576172
	Iteration 40F: 3 clusters Score -605694.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -605715.750000 Penalty: 4207.576172
	Iteration 41Q: 3 clusters Score -605715.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -605727.937500 Penalty: 4207.576172
	Iteration 42Q: 3 clusters Score -605727.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -605740.375000 Penalty: 4207.576172
	Iteration 43Q: 3 clusters Score -605740.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -605747.562500 Penalty: 4207.576172
	Iteration 44Q: 3 clusters Score -605747.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -605758.375000 Penalty: 4207.576172
	Iteration 45Q: 3 clusters Score -605758.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -605773.750000 Penalty: 4207.576172
	Iteration 46Q: 3 clusters Score -605773.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -605790.875000 Penalty: 4207.576172
	Iteration 47Q: 3 clusters Score -605790.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -605807.937500 Penalty: 4207.576172
	Iteration 48Q: 3 clusters Score -605807.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -605816.562500 Penalty: 4207.576172
	Iteration 49Q: 3 clusters Score -605816.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -605826.000000 Penalty: 4207.576172
	Iteration 50Q: 3 clusters Score -605826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -605833.875000 Penalty: 4207.576172
	Iteration 51Q: 3 clusters Score -605833.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -605837.437500 Penalty: 4207.576172
	Iteration 52Q: 3 clusters Score -605837.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -605837.750000 Penalty: 4207.576172
	Iteration 53Q: 3 clusters Score -605837.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -605839.750000 Penalty: 4207.576172
	Iteration 54Q: 3 clusters Score -605839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -605840.812500 Penalty: 4207.576172
	Iteration 55Q: 3 clusters Score -605840.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -605841.625000 Penalty: 4207.576172
	Iteration 56Q: 3 clusters Score -605841.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -605843.187500 Penalty: 4207.576172
	Iteration 57Q: 3 clusters Score -605843.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -605844.812500 Penalty: 4207.576172
	Iteration 58Q: 3 clusters Score -605844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -605845.000000 Penalty: 4207.576172
	Iteration 59Q: 3 clusters Score -605845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -605847.312500 Penalty: 4207.576172
	Iteration 60F: 3 clusters Score -605847.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -605848.312500 Penalty: 4207.576172
	Iteration 61Q: 3 clusters Score -605848.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -605848.312500 Penalty: 4207.576172
	Iteration 62F: 3 clusters Score -605848.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Entering Unmasked Estep 
Score: -2950522.500000 Penalty: 2483.838135
	Iteration 0F: 2 clusters Score -2950522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2934783.500000 Penalty: 4967.676270
	Iteration 0F: 3 clusters Score -2934784 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2940280.250000 Penalty: 4967.676270
	Iteration 1F: 3 clusters Score -2940280 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2940692.500000 Penalty: 4967.676270
	Iteration 2F: 3 clusters Score -2940692 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2941007.250000 Penalty: 4967.676270
	Iteration 3Q: 3 clusters Score -2941007 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2941257.250000 Penalty: 4967.676270
	Iteration 4Q: 3 clusters Score -2941257 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2941525.000000 Penalty: 4967.676270
	Iteration 5Q: 3 clusters Score -2941525 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2941833.750000 Penalty: 4967.676270
	Iteration 6Q: 3 clusters Score -2941834 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2942207.000000 Penalty: 4967.676270
	Iteration 7Q: 3 clusters Score -2942207 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2942667.250000 Penalty: 4967.676270
	Iteration 8Q: 3 clusters Score -2942667 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2943314.250000 Penalty: 4967.676270
	Iteration 9Q: 3 clusters Score -2943314 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2944224.750000 Penalty: 4967.676270
	Iteration 10F: 3 clusters Score -2944225 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2945313.250000 Penalty: 4967.676270
	Iteration 11F: 3 clusters Score -2945313 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2946341.750000 Penalty: 4967.676270
	Iteration 12F: 3 clusters Score -2946342 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2947158.500000 Penalty: 4967.676270
	Iteration 13Q: 3 clusters Score -2947158 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2947649.000000 Penalty: 4967.676270
	Iteration 14Q: 3 clusters Score -2947649 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2947955.500000 Penalty: 4967.676270
	Iteration 15Q: 3 clusters Score -2947956 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2948111.250000 Penalty: 4967.676270
	Iteration 16Q: 3 clusters Score -2948111 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2948193.000000 Penalty: 4967.676270
	Iteration 17Q: 3 clusters Score -2948193 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2948226.750000 Penalty: 4967.676270
	Iteration 18Q: 3 clusters Score -2948227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2948257.500000 Penalty: 4967.676270
	Iteration 19Q: 3 clusters Score -2948258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2948267.500000 Penalty: 4967.676270
	Iteration 20F: 3 clusters Score -2948268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2948278.000000 Penalty: 4967.676270
	Iteration 21Q: 3 clusters Score -2948278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2948301.000000 Penalty: 4967.676270
	Iteration 22Q: 3 clusters Score -2948301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2948316.250000 Penalty: 4967.676270
	Iteration 23Q: 3 clusters Score -2948316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2948328.750000 Penalty: 4967.676270
	Iteration 24Q: 3 clusters Score -2948329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2948338.500000 Penalty: 4967.676270
	Iteration 25Q: 3 clusters Score -2948338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2948348.750000 Penalty: 4967.676270
	Iteration 26Q: 3 clusters Score -2948349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2948360.500000 Penalty: 4967.676270
	Iteration 27Q: 3 clusters Score -2948360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2948367.750000 Penalty: 4967.676270
	Iteration 28Q: 3 clusters Score -2948368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2948369.750000 Penalty: 4967.676270
	Iteration 29Q: 3 clusters Score -2948370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2948378.750000 Penalty: 4967.676270
	Iteration 30Q: 3 clusters Score -2948379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2948387.000000 Penalty: 4967.676270
	Iteration 31Q: 3 clusters Score -2948387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2948385.250000 Penalty: 4967.676270
	Iteration 32Q: 3 clusters Score -2948385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2948387.000000 Penalty: 4967.676270
	Iteration 33Q: 3 clusters Score -2948387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2948389.500000 Penalty: 4967.676270
	Iteration 34Q: 3 clusters Score -2948390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2948391.000000 Penalty: 4967.676270
	Iteration 35Q: 3 clusters Score -2948391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2948393.500000 Penalty: 4967.676270
	Iteration 36Q: 3 clusters Score -2948394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2948397.250000 Penalty: 4967.676270
	Iteration 37Q: 3 clusters Score -2948397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2948397.750000 Penalty: 4967.676270
	Iteration 38Q: 3 clusters Score -2948398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2948397.750000 Penalty: 4967.676270
	Iteration 39F: 3 clusters Score -2948398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Entering Unmasked Estep 
Score: -2199361.500000 Penalty: 2415.322266
	Iteration 0F: 2 clusters Score -2199362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2187164.500000 Penalty: 4830.644531
	Iteration 0F: 3 clusters Score -2187164 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2191088.000000 Penalty: 4830.644531
	Iteration 1F: 3 clusters Score -2191088 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2191511.250000 Penalty: 4830.644531
	Iteration 2F: 3 clusters Score -2191511 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2191842.000000 Penalty: 4830.644531
	Iteration 3Q: 3 clusters Score -2191842 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2192181.750000 Penalty: 4830.644531
	Iteration 4Q: 3 clusters Score -2192182 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2192586.500000 Penalty: 4830.644531
	Iteration 5Q: 3 clusters Score -2192586 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2193147.500000 Penalty: 4830.644531
	Iteration 6F: 3 clusters Score -2193148 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2193888.750000 Penalty: 4830.644531
	Iteration 7F: 3 clusters Score -2193889 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2194729.750000 Penalty: 4830.644531
	Iteration 8F: 3 clusters Score -2194730 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2195499.000000 Penalty: 4830.644531
	Iteration 9F: 3 clusters Score -2195499 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2196106.250000 Penalty: 4830.644531
	Iteration 10F: 3 clusters Score -2196106 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2196529.000000 Penalty: 4830.644531
	Iteration 11Q: 3 clusters Score -2196529 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2196848.000000 Penalty: 4830.644531
	Iteration 12Q: 3 clusters Score -2196848 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2197122.000000 Penalty: 4830.644531
	Iteration 13Q: 3 clusters Score -2197122 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2197357.000000 Penalty: 4830.644531
	Iteration 14Q: 3 clusters Score -2197357 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2197576.000000 Penalty: 4830.644531
	Iteration 15Q: 3 clusters Score -2197576 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2197730.500000 Penalty: 4830.644531
	Iteration 16Q: 3 clusters Score -2197730 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2197885.500000 Penalty: 4830.644531
	Iteration 17Q: 3 clusters Score -2197886 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2198023.750000 Penalty: 4830.644531
	Iteration 18Q: 3 clusters Score -2198024 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2198128.250000 Penalty: 4830.644531
	Iteration 19Q: 3 clusters Score -2198128 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2198216.750000 Penalty: 4830.644531
	Iteration 20F: 3 clusters Score -2198217 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2198276.250000 Penalty: 4830.644531
	Iteration 21Q: 3 clusters Score -2198276 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2198322.500000 Penalty: 4830.644531
	Iteration 22Q: 3 clusters Score -2198322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2198361.250000 Penalty: 4830.644531
	Iteration 23Q: 3 clusters Score -2198361 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2198386.000000 Penalty: 4830.644531
	Iteration 24Q: 3 clusters Score -2198386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2198413.500000 Penalty: 4830.644531
	Iteration 25Q: 3 clusters Score -2198414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2198433.500000 Penalty: 4830.644531
	Iteration 26Q: 3 clusters Score -2198434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2198452.250000 Penalty: 4830.644531
	Iteration 27Q: 3 clusters Score -2198452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2198467.250000 Penalty: 4830.644531
	Iteration 28Q: 3 clusters Score -2198467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2198476.500000 Penalty: 4830.644531
	Iteration 29Q: 3 clusters Score -2198476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2198483.250000 Penalty: 4830.644531
	Iteration 30Q: 3 clusters Score -2198483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2198485.250000 Penalty: 4830.644531
	Iteration 31Q: 3 clusters Score -2198485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2198485.750000 Penalty: 4830.644531
	Iteration 32Q: 3 clusters Score -2198486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2198491.500000 Penalty: 4830.644531
	Iteration 33Q: 3 clusters Score -2198492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2198493.000000 Penalty: 4830.644531
	Iteration 34Q: 3 clusters Score -2198493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2198492.000000 Penalty: 4830.644531
	Iteration 35Q: 3 clusters Score -2198492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2198494.000000 Penalty: 4830.644531
	Iteration 36Q: 3 clusters Score -2198494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2198492.500000 Penalty: 4830.644531
	Iteration 37Q: 3 clusters Score -2198492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2198493.750000 Penalty: 4830.644531
	Iteration 38Q: 3 clusters Score -2198494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2198493.750000 Penalty: 4830.644531
	Iteration 39F: 3 clusters Score -2198494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180855 members 
Entering Unmasked Estep 
Score: -23189378.000000 Penalty: 3002.151855
	Iteration 0F: 2 clusters Score -2.318938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90606 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -23068768.000000 Penalty: 6004.303711
	Iteration 0F: 3 clusters Score -2.306877e+07 nChanged 86784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94306 members 
Mstep: Class 2 contains 86549 members 
Entering Unmasked Estep 
Score: -23120210.000000 Penalty: 6004.303711
	Iteration 1F: 3 clusters Score -2.312021e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96748 members 
Mstep: Class 2 contains 84107 members 
Entering Unmasked Estep 
Score: -23121304.000000 Penalty: 6004.303711
	Iteration 2Q: 3 clusters Score -2.31213e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100399 members 
Mstep: Class 2 contains 80456 members 
Entering Unmasked Estep 
Score: -23122916.000000 Penalty: 6004.303711
	Iteration 3Q: 3 clusters Score -2.312292e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106001 members 
Mstep: Class 2 contains 74854 members 
Entering Unmasked Estep 
Score: -23125702.000000 Penalty: 6004.303711
	Iteration 4Q: 3 clusters Score -2.31257e+07 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114314 members 
Mstep: Class 2 contains 66541 members 
Entering Unmasked Estep 
Score: -23130358.000000 Penalty: 6004.303711
	Iteration 5F: 3 clusters Score -2.313036e+07 nChanged 12432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125958 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -23138504.000000 Penalty: 6004.303711
	Iteration 6F: 3 clusters Score -2.31385e+07 nChanged 15023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140535 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -23150976.000000 Penalty: 6004.303711
	Iteration 7F: 3 clusters Score -2.315098e+07 nChanged 15140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155469 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -23165360.000000 Penalty: 6004.303711
	Iteration 8F: 3 clusters Score -2.316536e+07 nChanged 11799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167216 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -23176550.000000 Penalty: 6004.303711
	Iteration 9F: 3 clusters Score -2.317655e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174081 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -23182750.000000 Penalty: 6004.303711
	Iteration 10Q: 3 clusters Score -2.318275e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177311 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -23185334.000000 Penalty: 6004.303711
	Iteration 11Q: 3 clusters Score -2.318533e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178614 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -23186418.000000 Penalty: 6004.303711
	Iteration 12Q: 3 clusters Score -2.318642e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179134 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -23186902.000000 Penalty: 6004.303711
	Iteration 13Q: 3 clusters Score -2.31869e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179327 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -23187176.000000 Penalty: 6004.303711
	Iteration 14Q: 3 clusters Score -2.318718e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179403 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -23187320.000000 Penalty: 6004.303711
	Iteration 15Q: 3 clusters Score -2.318732e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179464 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -23187456.000000 Penalty: 6004.303711
	Iteration 16Q: 3 clusters Score -2.318746e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179497 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -23187576.000000 Penalty: 6004.303711
	Iteration 17Q: 3 clusters Score -2.318758e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179517 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -23187664.000000 Penalty: 6004.303711
	Iteration 18Q: 3 clusters Score -2.318766e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179541 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -23187724.000000 Penalty: 6004.303711
	Iteration 19Q: 3 clusters Score -2.318772e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179539 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -23187764.000000 Penalty: 6004.303711
	Iteration 20F: 3 clusters Score -2.318776e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179543 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -23187822.000000 Penalty: 6004.303711
	Iteration 21Q: 3 clusters Score -2.318782e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179526 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -23187816.000000 Penalty: 6004.303711
	Iteration 22Q: 3 clusters Score -2.318782e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179515 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -23187844.000000 Penalty: 6004.303711
	Iteration 23Q: 3 clusters Score -2.318784e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179508 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -23187862.000000 Penalty: 6004.303711
	Iteration 24Q: 3 clusters Score -2.318786e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179497 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -23187872.000000 Penalty: 6004.303711
	Iteration 25Q: 3 clusters Score -2.318787e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179487 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -23187880.000000 Penalty: 6004.303711
	Iteration 26Q: 3 clusters Score -2.318788e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179477 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -23187884.000000 Penalty: 6004.303711
	Iteration 27Q: 3 clusters Score -2.318788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179468 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -23187884.000000 Penalty: 6004.303711
	Iteration 28Q: 3 clusters Score -2.318788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179470 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -23187890.000000 Penalty: 6004.303711
	Iteration 29Q: 3 clusters Score -2.318789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179471 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -23187896.000000 Penalty: 6004.303711
	Iteration 30Q: 3 clusters Score -2.31879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179469 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -23187880.000000 Penalty: 6004.303711
	Iteration 31Q: 3 clusters Score -2.318788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179471 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -23187894.000000 Penalty: 6004.303711
	Iteration 32Q: 3 clusters Score -2.318789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179474 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -23187908.000000 Penalty: 6004.303711
	Iteration 33Q: 3 clusters Score -2.318791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179475 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -23187908.000000 Penalty: 6004.303711
	Iteration 34Q: 3 clusters Score -2.318791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179475 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -23187908.000000 Penalty: 6004.303711
	Iteration 35F: 3 clusters Score -2.318791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Entering Unmasked Estep 
Score: -1225809.625000 Penalty: 2286.607666
	Iteration 0F: 2 clusters Score -1225810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1218110.375000 Penalty: 4573.215332
	Iteration 0F: 3 clusters Score -1218110 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1220283.750000 Penalty: 4573.215332
	Iteration 1F: 3 clusters Score -1220284 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1220688.125000 Penalty: 4573.215332
	Iteration 2F: 3 clusters Score -1220688 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1221076.625000 Penalty: 4573.215332
	Iteration 3F: 3 clusters Score -1221077 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1221502.375000 Penalty: 4573.215332
	Iteration 4F: 3 clusters Score -1221502 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1221980.625000 Penalty: 4573.215332
	Iteration 5F: 3 clusters Score -1221981 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1222522.375000 Penalty: 4573.215332
	Iteration 6F: 3 clusters Score -1222522 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1223100.250000 Penalty: 4573.215332
	Iteration 7F: 3 clusters Score -1223100 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1223583.500000 Penalty: 4573.215332
	Iteration 8Q: 3 clusters Score -1223584 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1223929.125000 Penalty: 4573.215332
	Iteration 9Q: 3 clusters Score -1223929 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1224184.250000 Penalty: 4573.215332
	Iteration 10Q: 3 clusters Score -1224184 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1224343.375000 Penalty: 4573.215332
	Iteration 11Q: 3 clusters Score -1224343 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1224443.000000 Penalty: 4573.215332
	Iteration 12Q: 3 clusters Score -1224443 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1224485.500000 Penalty: 4573.215332
	Iteration 13Q: 3 clusters Score -1224486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1224517.750000 Penalty: 4573.215332
	Iteration 14Q: 3 clusters Score -1224518 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1224534.625000 Penalty: 4573.215332
	Iteration 15Q: 3 clusters Score -1224535 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1224549.125000 Penalty: 4573.215332
	Iteration 16Q: 3 clusters Score -1224549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1224559.125000 Penalty: 4573.215332
	Iteration 17Q: 3 clusters Score -1224559 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1224567.375000 Penalty: 4573.215332
	Iteration 18Q: 3 clusters Score -1224567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1224571.375000 Penalty: 4573.215332
	Iteration 19Q: 3 clusters Score -1224571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1224574.500000 Penalty: 4573.215332
	Iteration 20F: 3 clusters Score -1224574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1224580.500000 Penalty: 4573.215332
	Iteration 21Q: 3 clusters Score -1224580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1224583.000000 Penalty: 4573.215332
	Iteration 22Q: 3 clusters Score -1224583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1224586.375000 Penalty: 4573.215332
	Iteration 23Q: 3 clusters Score -1224586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1224586.875000 Penalty: 4573.215332
	Iteration 24Q: 3 clusters Score -1224587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1224587.625000 Penalty: 4573.215332
	Iteration 25Q: 3 clusters Score -1224588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1224590.625000 Penalty: 4573.215332
	Iteration 26Q: 3 clusters Score -1224591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1224592.500000 Penalty: 4573.215332
	Iteration 27Q: 3 clusters Score -1224592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1224597.375000 Penalty: 4573.215332
	Iteration 28Q: 3 clusters Score -1224597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1224595.625000 Penalty: 4573.215332
	Iteration 29Q: 3 clusters Score -1224596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1224594.750000 Penalty: 4573.215332
	Iteration 30Q: 3 clusters Score -1224595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1224598.000000 Penalty: 4573.215332
	Iteration 31Q: 3 clusters Score -1224598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1224599.500000 Penalty: 4573.215332
	Iteration 32Q: 3 clusters Score -1224600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1224598.375000 Penalty: 4573.215332
	Iteration 33Q: 3 clusters Score -1224598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1224601.375000 Penalty: 4573.215332
	Iteration 34Q: 3 clusters Score -1224601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1224599.250000 Penalty: 4573.215332
	Iteration 35Q: 3 clusters Score -1224599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1224599.250000 Penalty: 4573.215332
	Iteration 36F: 3 clusters Score -1224599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Entering Unmasked Estep 
Score: -9575277.000000 Penalty: 2782.876221
	Iteration 0F: 2 clusters Score -9575277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -9525469.000000 Penalty: 5565.752441
	Iteration 0F: 3 clusters Score -9525469 nChanged 34991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -9544995.000000 Penalty: 5565.752441
	Iteration 1F: 3 clusters Score -9544995 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -9545709.000000 Penalty: 5565.752441
	Iteration 2Q: 3 clusters Score -9545709 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -9546540.000000 Penalty: 5565.752441
	Iteration 3Q: 3 clusters Score -9546540 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -9547592.000000 Penalty: 5565.752441
	Iteration 4Q: 3 clusters Score -9547592 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -9549033.000000 Penalty: 5565.752441
	Iteration 5Q: 3 clusters Score -9549033 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -9551057.000000 Penalty: 5565.752441
	Iteration 6F: 3 clusters Score -9551057 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -9553563.000000 Penalty: 5565.752441
	Iteration 7F: 3 clusters Score -9553563 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -9556231.000000 Penalty: 5565.752441
	Iteration 8F: 3 clusters Score -9556231 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -9558477.000000 Penalty: 5565.752441
	Iteration 9F: 3 clusters Score -9558477 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -9560404.000000 Penalty: 5565.752441
	Iteration 10Q: 3 clusters Score -9560404 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -9562052.000000 Penalty: 5565.752441
	Iteration 11Q: 3 clusters Score -9562052 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -9563496.000000 Penalty: 5565.752441
	Iteration 12Q: 3 clusters Score -9563496 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -9564852.000000 Penalty: 5565.752441
	Iteration 13Q: 3 clusters Score -9564852 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -9566138.000000 Penalty: 5565.752441
	Iteration 14Q: 3 clusters Score -9566138 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
Score: -9567269.000000 Penalty: 5565.752441
	Iteration 15Q: 3 clusters Score -9567269 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 65791 members 
Entering Unmasked Estep 
Score: -9568350.000000 Penalty: 5565.752441
	Iteration 16Q: 3 clusters Score -9568350 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 67260 members 
Entering Unmasked Estep 
Score: -9569197.000000 Penalty: 5565.752441
	Iteration 17Q: 3 clusters Score -9569197 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 68479 members 
Entering Unmasked Estep 
Score: -9569895.000000 Penalty: 5565.752441
	Iteration 18Q: 3 clusters Score -9569895 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -9570483.000000 Penalty: 5565.752441
	Iteration 19Q: 3 clusters Score -9570483 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -9570961.000000 Penalty: 5565.752441
	Iteration 20F: 3 clusters Score -9570961 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 71015 members 
Entering Unmasked Estep 
Score: -9571318.000000 Penalty: 5565.752441
	Iteration 21Q: 3 clusters Score -9571318 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 71556 members 
Entering Unmasked Estep 
Score: -9571542.000000 Penalty: 5565.752441
	Iteration 22Q: 3 clusters Score -9571542 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -9571821.000000 Penalty: 5565.752441
	Iteration 23Q: 3 clusters Score -9571821 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -9571991.000000 Penalty: 5565.752441
	Iteration 24Q: 3 clusters Score -9571991 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -9572159.000000 Penalty: 5565.752441
	Iteration 25Q: 3 clusters Score -9572159 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 72977 members 
Entering Unmasked Estep 
Score: -9572288.000000 Penalty: 5565.752441
	Iteration 26Q: 3 clusters Score -9572288 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 73203 members 
Entering Unmasked Estep 
Score: -9572412.000000 Penalty: 5565.752441
	Iteration 27Q: 3 clusters Score -9572412 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 73388 members 
Entering Unmasked Estep 
Score: -9572544.000000 Penalty: 5565.752441
	Iteration 28Q: 3 clusters Score -9572544 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 73537 members 
Entering Unmasked Estep 
Score: -9572610.000000 Penalty: 5565.752441
	Iteration 29Q: 3 clusters Score -9572610 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 73667 members 
Entering Unmasked Estep 
Score: -9572700.000000 Penalty: 5565.752441
	Iteration 30Q: 3 clusters Score -9572700 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -9572755.000000 Penalty: 5565.752441
	Iteration 31Q: 3 clusters Score -9572755 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 73824 members 
Entering Unmasked Estep 
Score: -9572789.000000 Penalty: 5565.752441
	Iteration 32Q: 3 clusters Score -9572789 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 73879 members 
Entering Unmasked Estep 
Score: -9572820.000000 Penalty: 5565.752441
	Iteration 33Q: 3 clusters Score -9572820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 73912 members 
Entering Unmasked Estep 
Score: -9572836.000000 Penalty: 5565.752441
	Iteration 34Q: 3 clusters Score -9572836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -9572863.000000 Penalty: 5565.752441
	Iteration 35Q: 3 clusters Score -9572863 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -9572872.000000 Penalty: 5565.752441
	Iteration 36Q: 3 clusters Score -9572872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 73988 members 
Entering Unmasked Estep 
Score: -9572889.000000 Penalty: 5565.752441
	Iteration 37Q: 3 clusters Score -9572889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 74000 members 
Entering Unmasked Estep 
Score: -9572890.000000 Penalty: 5565.752441
	Iteration 38Q: 3 clusters Score -9572890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 74006 members 
Entering Unmasked Estep 
Score: -9572890.000000 Penalty: 5565.752441
	Iteration 39Q: 3 clusters Score -9572890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 74015 members 
Entering Unmasked Estep 
Score: -9572884.000000 Penalty: 5565.752441
	Iteration 40F: 3 clusters Score -9572884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 74020 members 
Entering Unmasked Estep 
Score: -9572888.000000 Penalty: 5565.752441
	Iteration 41Q: 3 clusters Score -9572888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 74025 members 
Entering Unmasked Estep 
Score: -9572903.000000 Penalty: 5565.752441
	Iteration 42Q: 3 clusters Score -9572903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 74035 members 
Entering Unmasked Estep 
Score: -9572908.000000 Penalty: 5565.752441
	Iteration 43Q: 3 clusters Score -9572908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 74042 members 
Entering Unmasked Estep 
Score: -9572914.000000 Penalty: 5565.752441
	Iteration 44Q: 3 clusters Score -9572914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 74048 members 
Entering Unmasked Estep 
Score: -9572916.000000 Penalty: 5565.752441
	Iteration 45Q: 3 clusters Score -9572916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 74054 members 
Entering Unmasked Estep 
Score: -9572930.000000 Penalty: 5565.752441
	Iteration 46Q: 3 clusters Score -9572930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 74062 members 
Entering Unmasked Estep 
Score: -9572936.000000 Penalty: 5565.752441
	Iteration 47Q: 3 clusters Score -9572936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 74069 members 
Entering Unmasked Estep 
Score: -9572947.000000 Penalty: 5565.752441
	Iteration 48Q: 3 clusters Score -9572947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -9572956.000000 Penalty: 5565.752441
	Iteration 49Q: 3 clusters Score -9572956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 74086 members 
Entering Unmasked Estep 
Score: -9572947.000000 Penalty: 5565.752441
	Iteration 50Q: 3 clusters Score -9572947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 74090 members 
Entering Unmasked Estep 
Score: -9572946.000000 Penalty: 5565.752441
	Iteration 51Q: 3 clusters Score -9572946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 74090 members 
Entering Unmasked Estep 
Score: -9572951.000000 Penalty: 5565.752441
	Iteration 52Q: 3 clusters Score -9572951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 74092 members 
Entering Unmasked Estep 
Score: -9572962.000000 Penalty: 5565.752441
	Iteration 53Q: 3 clusters Score -9572962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 74094 members 
Entering Unmasked Estep 
Score: -9572958.000000 Penalty: 5565.752441
	Iteration 54Q: 3 clusters Score -9572958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 74096 members 
Entering Unmasked Estep 
Score: -9572963.000000 Penalty: 5565.752441
	Iteration 55Q: 3 clusters Score -9572963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
Score: -9572964.000000 Penalty: 5565.752441
	Iteration 56Q: 3 clusters Score -9572964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 74101 members 
Entering Unmasked Estep 
Score: -9572959.000000 Penalty: 5565.752441
	Iteration 57Q: 3 clusters Score -9572959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 74103 members 
Entering Unmasked Estep 
Score: -9572962.000000 Penalty: 5565.752441
	Iteration 58Q: 3 clusters Score -9572962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 74104 members 
Entering Unmasked Estep 
Score: -9572963.000000 Penalty: 5565.752441
	Iteration 59Q: 3 clusters Score -9572963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 74104 members 
Entering Unmasked Estep 
Score: -9572963.000000 Penalty: 5565.752441
	Iteration 60F: 3 clusters Score -9572963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (87827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87827 members 
Entering Unmasked Estep 
Score: -10530936.000000 Penalty: 2823.014893
	Iteration 0F: 2 clusters Score -1.053094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -10472459.000000 Penalty: 5646.029785
	Iteration 0F: 3 clusters Score -1.047246e+07 nChanged 41132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -10496355.000000 Penalty: 5646.029785
	Iteration 1F: 3 clusters Score -1.049636e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -10497579.000000 Penalty: 5646.029785
	Iteration 2Q: 3 clusters Score -1.049758e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -10499300.000000 Penalty: 5646.029785
	Iteration 3Q: 3 clusters Score -1.04993e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -10501505.000000 Penalty: 5646.029785
	Iteration 4F: 3 clusters Score -1.05015e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -10504478.000000 Penalty: 5646.029785
	Iteration 5F: 3 clusters Score -1.050448e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 55992 members 
Entering Unmasked Estep 
Score: -10508097.000000 Penalty: 5646.029785
	Iteration 6F: 3 clusters Score -1.05081e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -10512269.000000 Penalty: 5646.029785
	Iteration 7F: 3 clusters Score -1.051227e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 63018 members 
Entering Unmasked Estep 
Score: -10516113.000000 Penalty: 5646.029785
	Iteration 8F: 3 clusters Score -1.051611e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -10519095.000000 Penalty: 5646.029785
	Iteration 9Q: 3 clusters Score -1.05191e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -10521094.000000 Penalty: 5646.029785
	Iteration 10Q: 3 clusters Score -1.052109e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 69629 members 
Entering Unmasked Estep 
Score: -10522442.000000 Penalty: 5646.029785
	Iteration 11Q: 3 clusters Score -1.052244e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 71101 members 
Entering Unmasked Estep 
Score: -10523427.000000 Penalty: 5646.029785
	Iteration 12Q: 3 clusters Score -1.052343e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -10524259.000000 Penalty: 5646.029785
	Iteration 13Q: 3 clusters Score -1.052426e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -10525032.000000 Penalty: 5646.029785
	Iteration 14Q: 3 clusters Score -1.052503e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 74990 members 
Entering Unmasked Estep 
Score: -10525695.000000 Penalty: 5646.029785
	Iteration 15Q: 3 clusters Score -1.05257e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 76137 members 
Entering Unmasked Estep 
Score: -10526439.000000 Penalty: 5646.029785
	Iteration 16Q: 3 clusters Score -1.052644e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 77187 members 
Entering Unmasked Estep 
Score: -10527252.000000 Penalty: 5646.029785
	Iteration 17Q: 3 clusters Score -1.052725e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 78112 members 
Entering Unmasked Estep 
Score: -10527891.000000 Penalty: 5646.029785
	Iteration 18Q: 3 clusters Score -1.052789e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -10528442.000000 Penalty: 5646.029785
	Iteration 19Q: 3 clusters Score -1.052844e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -10528938.000000 Penalty: 5646.029785
	Iteration 20F: 3 clusters Score -1.052894e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 80104 members 
Entering Unmasked Estep 
Score: -10529290.000000 Penalty: 5646.029785
	Iteration 21Q: 3 clusters Score -1.052929e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 80528 members 
Entering Unmasked Estep 
Score: -10529460.000000 Penalty: 5646.029785
	Iteration 22Q: 3 clusters Score -1.052946e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -10529580.000000 Penalty: 5646.029785
	Iteration 23Q: 3 clusters Score -1.052958e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 81178 members 
Entering Unmasked Estep 
Score: -10529660.000000 Penalty: 5646.029785
	Iteration 24Q: 3 clusters Score -1.052966e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 81433 members 
Entering Unmasked Estep 
Score: -10529740.000000 Penalty: 5646.029785
	Iteration 25Q: 3 clusters Score -1.052974e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 81640 members 
Entering Unmasked Estep 
Score: -10529775.000000 Penalty: 5646.029785
	Iteration 26Q: 3 clusters Score -1.052978e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 81837 members 
Entering Unmasked Estep 
Score: -10529792.000000 Penalty: 5646.029785
	Iteration 27Q: 3 clusters Score -1.052979e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 82032 members 
Entering Unmasked Estep 
Score: -10529801.000000 Penalty: 5646.029785
	Iteration 28Q: 3 clusters Score -1.05298e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 82221 members 
Entering Unmasked Estep 
Score: -10529836.000000 Penalty: 5646.029785
	Iteration 29Q: 3 clusters Score -1.052984e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 82383 members 
Entering Unmasked Estep 
Score: -10529886.000000 Penalty: 5646.029785
	Iteration 30Q: 3 clusters Score -1.052989e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 82520 members 
Entering Unmasked Estep 
Score: -10529881.000000 Penalty: 5646.029785
	Iteration 31Q: 3 clusters Score -1.052988e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 82642 members 
Entering Unmasked Estep 
Score: -10529897.000000 Penalty: 5646.029785
	Iteration 32Q: 3 clusters Score -1.05299e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 82748 members 
Entering Unmasked Estep 
Score: -10529943.000000 Penalty: 5646.029785
	Iteration 33Q: 3 clusters Score -1.052994e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 82838 members 
Entering Unmasked Estep 
Score: -10529927.000000 Penalty: 5646.029785
	Iteration 34Q: 3 clusters Score -1.052993e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 82917 members 
Entering Unmasked Estep 
Score: -10529965.000000 Penalty: 5646.029785
	Iteration 35Q: 3 clusters Score -1.052996e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 82989 members 
Entering Unmasked Estep 
Score: -10529980.000000 Penalty: 5646.029785
	Iteration 36Q: 3 clusters Score -1.052998e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 83058 members 
Entering Unmasked Estep 
Score: -10529980.000000 Penalty: 5646.029785
	Iteration 37Q: 3 clusters Score -1.052998e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 83118 members 
Entering Unmasked Estep 
Score: -10529994.000000 Penalty: 5646.029785
	Iteration 38Q: 3 clusters Score -1.052999e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 83171 members 
Entering Unmasked Estep 
Score: -10529999.000000 Penalty: 5646.029785
	Iteration 39Q: 3 clusters Score -1.053e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 83212 members 
Entering Unmasked Estep 
Score: -10529990.000000 Penalty: 5646.029785
	Iteration 40F: 3 clusters Score -1.052999e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -10529993.000000 Penalty: 5646.029785
	Iteration 41Q: 3 clusters Score -1.052999e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 83270 members 
Entering Unmasked Estep 
Score: -10530002.000000 Penalty: 5646.029785
	Iteration 42Q: 3 clusters Score -1.053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 83288 members 
Entering Unmasked Estep 
Score: -10530009.000000 Penalty: 5646.029785
	Iteration 43Q: 3 clusters Score -1.053001e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 83306 members 
Entering Unmasked Estep 
Score: -10530007.000000 Penalty: 5646.029785
	Iteration 44Q: 3 clusters Score -1.053001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
Score: -10530007.000000 Penalty: 5646.029785
	Iteration 45Q: 3 clusters Score -1.053001e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 83345 members 
Entering Unmasked Estep 
Score: -10530015.000000 Penalty: 5646.029785
	Iteration 46Q: 3 clusters Score -1.053002e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 83365 members 
Entering Unmasked Estep 
Score: -10530020.000000 Penalty: 5646.029785
	Iteration 47Q: 3 clusters Score -1.053002e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 83390 members 
Entering Unmasked Estep 
Score: -10530020.000000 Penalty: 5646.029785
	Iteration 48Q: 3 clusters Score -1.053002e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 83408 members 
Entering Unmasked Estep 
Score: -10530026.000000 Penalty: 5646.029785
	Iteration 49Q: 3 clusters Score -1.053003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 83416 members 
Entering Unmasked Estep 
Score: -10530028.000000 Penalty: 5646.029785
	Iteration 50Q: 3 clusters Score -1.053003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 83426 members 
Entering Unmasked Estep 
Score: -10530040.000000 Penalty: 5646.029785
	Iteration 51Q: 3 clusters Score -1.053004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 83431 members 
Entering Unmasked Estep 
Score: -10530022.000000 Penalty: 5646.029785
	Iteration 52Q: 3 clusters Score -1.053002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 83439 members 
Entering Unmasked Estep 
Score: -10530029.000000 Penalty: 5646.029785
	Iteration 53Q: 3 clusters Score -1.053003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 83450 members 
Entering Unmasked Estep 
Score: -10530037.000000 Penalty: 5646.029785
	Iteration 54Q: 3 clusters Score -1.053004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 83461 members 
Entering Unmasked Estep 
Score: -10530022.000000 Penalty: 5646.029785
	Iteration 55Q: 3 clusters Score -1.053002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 83470 members 
Entering Unmasked Estep 
Score: -10530027.000000 Penalty: 5646.029785
	Iteration 56Q: 3 clusters Score -1.053003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 83474 members 
Entering Unmasked Estep 
Score: -10530031.000000 Penalty: 5646.029785
	Iteration 57Q: 3 clusters Score -1.053003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 83476 members 
Entering Unmasked Estep 
Score: -10530034.000000 Penalty: 5646.029785
	Iteration 58Q: 3 clusters Score -1.053003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 83477 members 
Entering Unmasked Estep 
Score: -10530036.000000 Penalty: 5646.029785
	Iteration 59Q: 3 clusters Score -1.053004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -10530032.000000 Penalty: 5646.029785
	Iteration 60F: 3 clusters Score -1.053003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Entering Unmasked Estep 
Score: -461680.750000 Penalty: 2058.037598
	Iteration 0F: 2 clusters Score -461680.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -457881.843750 Penalty: 4116.075195
	Iteration 0F: 3 clusters Score -457881.8 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -458893.093750 Penalty: 4116.075195
	Iteration 1F: 3 clusters Score -458893.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -459196.937500 Penalty: 4116.075195
	Iteration 2F: 3 clusters Score -459196.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -459450.812500 Penalty: 4116.075195
	Iteration 3F: 3 clusters Score -459450.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -459700.406250 Penalty: 4116.075195
	Iteration 4F: 3 clusters Score -459700.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -459976.468750 Penalty: 4116.075195
	Iteration 5F: 3 clusters Score -459976.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -460315.656250 Penalty: 4116.075195
	Iteration 6F: 3 clusters Score -460315.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -460587.593750 Penalty: 4116.075195
	Iteration 7F: 3 clusters Score -460587.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -460831.781250 Penalty: 4116.075195
	Iteration 8Q: 3 clusters Score -460831.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -460980.062500 Penalty: 4116.075195
	Iteration 9Q: 3 clusters Score -460980.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -461062.750000 Penalty: 4116.075195
	Iteration 10Q: 3 clusters Score -461062.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -461124.531250 Penalty: 4116.075195
	Iteration 11Q: 3 clusters Score -461124.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -461157.281250 Penalty: 4116.075195
	Iteration 12Q: 3 clusters Score -461157.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -461180.656250 Penalty: 4116.075195
	Iteration 13Q: 3 clusters Score -461180.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -461201.531250 Penalty: 4116.075195
	Iteration 14Q: 3 clusters Score -461201.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -461214.718750 Penalty: 4116.075195
	Iteration 15Q: 3 clusters Score -461214.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -461219.843750 Penalty: 4116.075195
	Iteration 16Q: 3 clusters Score -461219.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -461226.875000 Penalty: 4116.075195
	Iteration 17Q: 3 clusters Score -461226.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -461235.406250 Penalty: 4116.075195
	Iteration 18Q: 3 clusters Score -461235.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -461240.281250 Penalty: 4116.075195
	Iteration 19Q: 3 clusters Score -461240.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -461242.968750 Penalty: 4116.075195
	Iteration 20F: 3 clusters Score -461243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -461244.031250 Penalty: 4116.075195
	Iteration 21Q: 3 clusters Score -461244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -461246.625000 Penalty: 4116.075195
	Iteration 22Q: 3 clusters Score -461246.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -461248.562500 Penalty: 4116.075195
	Iteration 23Q: 3 clusters Score -461248.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -461253.125000 Penalty: 4116.075195
	Iteration 24Q: 3 clusters Score -461253.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -461255.218750 Penalty: 4116.075195
	Iteration 25Q: 3 clusters Score -461255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -461255.812500 Penalty: 4116.075195
	Iteration 26Q: 3 clusters Score -461255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -461255.812500 Penalty: 4116.075195
	Iteration 27F: 3 clusters Score -461255.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Entering Unmasked Estep 
Score: -1257718.250000 Penalty: 2289.488525
	Iteration 0F: 2 clusters Score -1257718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1249926.625000 Penalty: 4578.977051
	Iteration 0F: 3 clusters Score -1249927 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1252107.000000 Penalty: 4578.977051
	Iteration 1F: 3 clusters Score -1252107 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1252358.000000 Penalty: 4578.977051
	Iteration 2F: 3 clusters Score -1252358 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1252550.625000 Penalty: 4578.977051
	Iteration 3Q: 3 clusters Score -1252551 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1252718.875000 Penalty: 4578.977051
	Iteration 4Q: 3 clusters Score -1252719 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1252860.000000 Penalty: 4578.977051
	Iteration 5Q: 3 clusters Score -1252860 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1252982.000000 Penalty: 4578.977051
	Iteration 6Q: 3 clusters Score -1252982 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1253112.375000 Penalty: 4578.977051
	Iteration 7Q: 3 clusters Score -1253112 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1253227.250000 Penalty: 4578.977051
	Iteration 8Q: 3 clusters Score -1253227 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1253325.750000 Penalty: 4578.977051
	Iteration 9Q: 3 clusters Score -1253326 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1253435.875000 Penalty: 4578.977051
	Iteration 10Q: 3 clusters Score -1253436 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1253542.375000 Penalty: 4578.977051
	Iteration 11Q: 3 clusters Score -1253542 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1253662.000000 Penalty: 4578.977051
	Iteration 12Q: 3 clusters Score -1253662 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1253806.625000 Penalty: 4578.977051
	Iteration 13Q: 3 clusters Score -1253807 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1253975.000000 Penalty: 4578.977051
	Iteration 14Q: 3 clusters Score -1253975 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1254163.625000 Penalty: 4578.977051
	Iteration 15Q: 3 clusters Score -1254164 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1254358.875000 Penalty: 4578.977051
	Iteration 16Q: 3 clusters Score -1254359 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1254531.000000 Penalty: 4578.977051
	Iteration 17Q: 3 clusters Score -1254531 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1254699.250000 Penalty: 4578.977051
	Iteration 18Q: 3 clusters Score -1254699 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1254818.250000 Penalty: 4578.977051
	Iteration 19Q: 3 clusters Score -1254818 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1254903.000000 Penalty: 4578.977051
	Iteration 20F: 3 clusters Score -1254903 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1254960.250000 Penalty: 4578.977051
	Iteration 21Q: 3 clusters Score -1254960 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1254994.375000 Penalty: 4578.977051
	Iteration 22Q: 3 clusters Score -1254994 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1255011.875000 Penalty: 4578.977051
	Iteration 23Q: 3 clusters Score -1255012 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1255031.750000 Penalty: 4578.977051
	Iteration 24Q: 3 clusters Score -1255032 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1255050.375000 Penalty: 4578.977051
	Iteration 25Q: 3 clusters Score -1255050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1255059.875000 Penalty: 4578.977051
	Iteration 26Q: 3 clusters Score -1255060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1255069.500000 Penalty: 4578.977051
	Iteration 27Q: 3 clusters Score -1255070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1255078.000000 Penalty: 4578.977051
	Iteration 28Q: 3 clusters Score -1255078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1255083.000000 Penalty: 4578.977051
	Iteration 29Q: 3 clusters Score -1255083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1255087.625000 Penalty: 4578.977051
	Iteration 30Q: 3 clusters Score -1255088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1255088.750000 Penalty: 4578.977051
	Iteration 31Q: 3 clusters Score -1255089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1255092.750000 Penalty: 4578.977051
	Iteration 32Q: 3 clusters Score -1255093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1255101.250000 Penalty: 4578.977051
	Iteration 33Q: 3 clusters Score -1255101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1255106.375000 Penalty: 4578.977051
	Iteration 34Q: 3 clusters Score -1255106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1255110.125000 Penalty: 4578.977051
	Iteration 35Q: 3 clusters Score -1255110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1255117.125000 Penalty: 4578.977051
	Iteration 36Q: 3 clusters Score -1255117 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1255127.125000 Penalty: 4578.977051
	Iteration 37Q: 3 clusters Score -1255127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1255132.625000 Penalty: 4578.977051
	Iteration 38Q: 3 clusters Score -1255133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1255136.500000 Penalty: 4578.977051
	Iteration 39Q: 3 clusters Score -1255136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1255142.375000 Penalty: 4578.977051
	Iteration 40F: 3 clusters Score -1255142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1255146.625000 Penalty: 4578.977051
	Iteration 41Q: 3 clusters Score -1255147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1255151.625000 Penalty: 4578.977051
	Iteration 42Q: 3 clusters Score -1255152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1255158.250000 Penalty: 4578.977051
	Iteration 43Q: 3 clusters Score -1255158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1255168.125000 Penalty: 4578.977051
	Iteration 44Q: 3 clusters Score -1255168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1255172.750000 Penalty: 4578.977051
	Iteration 45Q: 3 clusters Score -1255173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1255179.875000 Penalty: 4578.977051
	Iteration 46Q: 3 clusters Score -1255180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1255184.125000 Penalty: 4578.977051
	Iteration 47Q: 3 clusters Score -1255184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1255189.875000 Penalty: 4578.977051
	Iteration 48Q: 3 clusters Score -1255190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1255196.500000 Penalty: 4578.977051
	Iteration 49Q: 3 clusters Score -1255196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1255200.125000 Penalty: 4578.977051
	Iteration 50Q: 3 clusters Score -1255200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1255199.000000 Penalty: 4578.977051
	Iteration 51Q: 3 clusters Score -1255199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1255202.500000 Penalty: 4578.977051
	Iteration 52Q: 3 clusters Score -1255202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1255201.250000 Penalty: 4578.977051
	Iteration 53Q: 3 clusters Score -1255201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1255203.125000 Penalty: 4578.977051
	Iteration 54Q: 3 clusters Score -1255203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1255204.750000 Penalty: 4578.977051
	Iteration 55Q: 3 clusters Score -1255205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1255205.125000 Penalty: 4578.977051
	Iteration 56Q: 3 clusters Score -1255205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1255207.625000 Penalty: 4578.977051
	Iteration 57Q: 3 clusters Score -1255208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1255209.250000 Penalty: 4578.977051
	Iteration 58Q: 3 clusters Score -1255209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1255210.000000 Penalty: 4578.977051
	Iteration 59Q: 3 clusters Score -1255210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1255210.625000 Penalty: 4578.977051
	Iteration 60F: 3 clusters Score -1255211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1255210.500000 Penalty: 4578.977051
	Iteration 61Q: 3 clusters Score -1255210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1255209.500000 Penalty: 4578.977051
	Iteration 62Q: 3 clusters Score -1255210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1255209.500000 Penalty: 4578.977051
	Iteration 63F: 3 clusters Score -1255210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169534 members 
Entering Unmasked Estep 
Score: -21944598.000000 Penalty: 2986.120605
	Iteration 0F: 2 clusters Score -2.19446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84504 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
Score: -21836338.000000 Penalty: 5972.241211
	Iteration 0F: 3 clusters Score -2.183634e+07 nChanged 81007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 89563 members 
Entering Unmasked Estep 
Score: -21883276.000000 Penalty: 5972.241211
	Iteration 1F: 3 clusters Score -2.188328e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77116 members 
Mstep: Class 2 contains 92418 members 
Entering Unmasked Estep 
Score: -21884640.000000 Penalty: 5972.241211
	Iteration 2Q: 3 clusters Score -2.188464e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 96851 members 
Entering Unmasked Estep 
Score: -21886518.000000 Penalty: 5972.241211
	Iteration 3Q: 3 clusters Score -2.188652e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65781 members 
Mstep: Class 2 contains 103753 members 
Entering Unmasked Estep 
Score: -21889876.000000 Penalty: 5972.241211
	Iteration 4Q: 3 clusters Score -2.188988e+07 nChanged 10745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 113738 members 
Entering Unmasked Estep 
Score: -21896174.000000 Penalty: 5972.241211
	Iteration 5F: 3 clusters Score -2.189617e+07 nChanged 13531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 126689 members 
Entering Unmasked Estep 
Score: -21905824.000000 Penalty: 5972.241211
	Iteration 6F: 3 clusters Score -2.190582e+07 nChanged 14434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 140819 members 
Entering Unmasked Estep 
Score: -21918098.000000 Penalty: 5972.241211
	Iteration 7F: 3 clusters Score -2.19181e+07 nChanged 12581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 153268 members 
Entering Unmasked Estep 
Score: -21929418.000000 Penalty: 5972.241211
	Iteration 8F: 3 clusters Score -2.192942e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 161727 members 
Entering Unmasked Estep 
Score: -21936860.000000 Penalty: 5972.241211
	Iteration 9Q: 3 clusters Score -2.193686e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 166307 members 
Entering Unmasked Estep 
Score: -21940110.000000 Penalty: 5972.241211
	Iteration 10Q: 3 clusters Score -2.194011e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 168299 members 
Entering Unmasked Estep 
Score: -21941386.000000 Penalty: 5972.241211
	Iteration 11Q: 3 clusters Score -2.194139e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 168928 members 
Entering Unmasked Estep 
Score: -21941790.000000 Penalty: 5972.241211
	Iteration 12Q: 3 clusters Score -2.194179e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 169078 members 
Entering Unmasked Estep 
Score: -21941924.000000 Penalty: 5972.241211
	Iteration 13Q: 3 clusters Score -2.194192e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 169142 members 
Entering Unmasked Estep 
Score: -21941990.000000 Penalty: 5972.241211
	Iteration 14Q: 3 clusters Score -2.194199e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 169181 members 
Entering Unmasked Estep 
Score: -21942010.000000 Penalty: 5972.241211
	Iteration 15Q: 3 clusters Score -2.194201e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 169203 members 
Entering Unmasked Estep 
Score: -21942052.000000 Penalty: 5972.241211
	Iteration 16Q: 3 clusters Score -2.194205e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 169218 members 
Entering Unmasked Estep 
Score: -21942100.000000 Penalty: 5972.241211
	Iteration 17Q: 3 clusters Score -2.19421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 169222 members 
Entering Unmasked Estep 
Score: -21942114.000000 Penalty: 5972.241211
	Iteration 18Q: 3 clusters Score -2.194211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 169226 members 
Entering Unmasked Estep 
Score: -21942126.000000 Penalty: 5972.241211
	Iteration 19Q: 3 clusters Score -2.194213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 169227 members 
Entering Unmasked Estep 
Score: -21942136.000000 Penalty: 5972.241211
	Iteration 20F: 3 clusters Score -2.194214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 169230 members 
Entering Unmasked Estep 
Score: -21942128.000000 Penalty: 5972.241211
	Iteration 21Q: 3 clusters Score -2.194213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 169232 members 
Entering Unmasked Estep 
Score: -21942142.000000 Penalty: 5972.241211
	Iteration 22Q: 3 clusters Score -2.194214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 169230 members 
Entering Unmasked Estep 
Score: -21942148.000000 Penalty: 5972.241211
	Iteration 23Q: 3 clusters Score -2.194215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 169233 members 
Entering Unmasked Estep 
Score: -21942148.000000 Penalty: 5972.241211
	Iteration 24Q: 3 clusters Score -2.194215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 169237 members 
Entering Unmasked Estep 
Score: -21942152.000000 Penalty: 5972.241211
	Iteration 25Q: 3 clusters Score -2.194215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 169240 members 
Entering Unmasked Estep 
Score: -21942164.000000 Penalty: 5972.241211
	Iteration 26Q: 3 clusters Score -2.194216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 169238 members 
Entering Unmasked Estep 
Score: -21942174.000000 Penalty: 5972.241211
	Iteration 27Q: 3 clusters Score -2.194217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 169236 members 
Entering Unmasked Estep 
Score: -21942174.000000 Penalty: 5972.241211
	Iteration 28Q: 3 clusters Score -2.194217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 169236 members 
Entering Unmasked Estep 
Score: -21942174.000000 Penalty: 5972.241211
	Iteration 29F: 3 clusters Score -2.194217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Entering Unmasked Estep 
Score: -1401608.750000 Penalty: 2309.598389
	Iteration 0F: 2 clusters Score -1401609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1393183.000000 Penalty: 4619.196777
	Iteration 0F: 3 clusters Score -1393183 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1395762.625000 Penalty: 4619.196777
	Iteration 1F: 3 clusters Score -1395763 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1396146.625000 Penalty: 4619.196777
	Iteration 2F: 3 clusters Score -1396147 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1396537.375000 Penalty: 4619.196777
	Iteration 3F: 3 clusters Score -1396537 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1396880.500000 Penalty: 4619.196777
	Iteration 4F: 3 clusters Score -1396880 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1397189.000000 Penalty: 4619.196777
	Iteration 5Q: 3 clusters Score -1397189 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1397503.250000 Penalty: 4619.196777
	Iteration 6Q: 3 clusters Score -1397503 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1397860.750000 Penalty: 4619.196777
	Iteration 7Q: 3 clusters Score -1397861 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1398281.750000 Penalty: 4619.196777
	Iteration 8Q: 3 clusters Score -1398282 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1398688.500000 Penalty: 4619.196777
	Iteration 9Q: 3 clusters Score -1398688 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1399066.375000 Penalty: 4619.196777
	Iteration 10Q: 3 clusters Score -1399066 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1399429.125000 Penalty: 4619.196777
	Iteration 11Q: 3 clusters Score -1399429 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1399695.250000 Penalty: 4619.196777
	Iteration 12Q: 3 clusters Score -1399695 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1399855.125000 Penalty: 4619.196777
	Iteration 13Q: 3 clusters Score -1399855 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1399972.500000 Penalty: 4619.196777
	Iteration 14Q: 3 clusters Score -1399972 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1400040.750000 Penalty: 4619.196777
	Iteration 15Q: 3 clusters Score -1400041 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1400096.375000 Penalty: 4619.196777
	Iteration 16Q: 3 clusters Score -1400096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1400141.750000 Penalty: 4619.196777
	Iteration 17Q: 3 clusters Score -1400142 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1400175.500000 Penalty: 4619.196777
	Iteration 18Q: 3 clusters Score -1400176 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1400216.000000 Penalty: 4619.196777
	Iteration 19Q: 3 clusters Score -1400216 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1400249.625000 Penalty: 4619.196777
	Iteration 20F: 3 clusters Score -1400250 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1400284.125000 Penalty: 4619.196777
	Iteration 21Q: 3 clusters Score -1400284 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1400343.500000 Penalty: 4619.196777
	Iteration 22Q: 3 clusters Score -1400344 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1400411.750000 Penalty: 4619.196777
	Iteration 23Q: 3 clusters Score -1400412 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1400481.000000 Penalty: 4619.196777
	Iteration 24Q: 3 clusters Score -1400481 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1400516.250000 Penalty: 4619.196777
	Iteration 25Q: 3 clusters Score -1400516 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1400538.875000 Penalty: 4619.196777
	Iteration 26Q: 3 clusters Score -1400539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1400558.750000 Penalty: 4619.196777
	Iteration 27Q: 3 clusters Score -1400559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1400566.250000 Penalty: 4619.196777
	Iteration 28Q: 3 clusters Score -1400566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1400571.250000 Penalty: 4619.196777
	Iteration 29Q: 3 clusters Score -1400571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1400577.250000 Penalty: 4619.196777
	Iteration 30Q: 3 clusters Score -1400577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1400580.750000 Penalty: 4619.196777
	Iteration 31Q: 3 clusters Score -1400581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1400582.625000 Penalty: 4619.196777
	Iteration 32Q: 3 clusters Score -1400583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1400584.125000 Penalty: 4619.196777
	Iteration 33Q: 3 clusters Score -1400584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1400585.000000 Penalty: 4619.196777
	Iteration 34Q: 3 clusters Score -1400585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1400592.000000 Penalty: 4619.196777
	Iteration 35Q: 3 clusters Score -1400592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1400593.750000 Penalty: 4619.196777
	Iteration 36Q: 3 clusters Score -1400594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1400594.375000 Penalty: 4619.196777
	Iteration 37Q: 3 clusters Score -1400594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1400600.500000 Penalty: 4619.196777
	Iteration 38Q: 3 clusters Score -1400600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1400606.250000 Penalty: 4619.196777
	Iteration 39Q: 3 clusters Score -1400606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1400603.250000 Penalty: 4619.196777
	Iteration 40F: 3 clusters Score -1400603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1400607.625000 Penalty: 4619.196777
	Iteration 41Q: 3 clusters Score -1400608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1400607.125000 Penalty: 4619.196777
	Iteration 42Q: 3 clusters Score -1400607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1400609.000000 Penalty: 4619.196777
	Iteration 43Q: 3 clusters Score -1400609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1400607.125000 Penalty: 4619.196777
	Iteration 44Q: 3 clusters Score -1400607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1400607.125000 Penalty: 4619.196777
	Iteration 45Q: 3 clusters Score -1400607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1400608.625000 Penalty: 4619.196777
	Iteration 46Q: 3 clusters Score -1400609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1400609.250000 Penalty: 4619.196777
	Iteration 47Q: 3 clusters Score -1400609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1400613.875000 Penalty: 4619.196777
	Iteration 48Q: 3 clusters Score -1400614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1400610.000000 Penalty: 4619.196777
	Iteration 49Q: 3 clusters Score -1400610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1400612.500000 Penalty: 4619.196777
	Iteration 50Q: 3 clusters Score -1400612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1400612.000000 Penalty: 4619.196777
	Iteration 51Q: 3 clusters Score -1400612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1400611.125000 Penalty: 4619.196777
	Iteration 52Q: 3 clusters Score -1400611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1400613.750000 Penalty: 4619.196777
	Iteration 53Q: 3 clusters Score -1400614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1400615.750000 Penalty: 4619.196777
	Iteration 54Q: 3 clusters Score -1400616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1400617.125000 Penalty: 4619.196777
	Iteration 55Q: 3 clusters Score -1400617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1400617.250000 Penalty: 4619.196777
	Iteration 56Q: 3 clusters Score -1400617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1400617.250000 Penalty: 4619.196777
	Iteration 57F: 3 clusters Score -1400617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Entering Unmasked Estep 
Score: -609742.437500 Penalty: 2140.679199
	Iteration 0F: 2 clusters Score -609742.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -604862.312500 Penalty: 4281.358398
	Iteration 0F: 3 clusters Score -604862.3 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -606362.562500 Penalty: 4281.358398
	Iteration 1F: 3 clusters Score -606362.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -606996.062500 Penalty: 4281.358398
	Iteration 2F: 3 clusters Score -606996.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -607546.375000 Penalty: 4281.358398
	Iteration 3F: 3 clusters Score -607546.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -608025.437500 Penalty: 4281.358398
	Iteration 4F: 3 clusters Score -608025.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -608333.750000 Penalty: 4281.358398
	Iteration 5F: 3 clusters Score -608333.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -608541.750000 Penalty: 4281.358398
	Iteration 6Q: 3 clusters Score -608541.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -608671.750000 Penalty: 4281.358398
	Iteration 7Q: 3 clusters Score -608671.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -608736.437500 Penalty: 4281.358398
	Iteration 8Q: 3 clusters Score -608736.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -608770.062500 Penalty: 4281.358398
	Iteration 9Q: 3 clusters Score -608770.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -608801.062500 Penalty: 4281.358398
	Iteration 10Q: 3 clusters Score -608801.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -608823.437500 Penalty: 4281.358398
	Iteration 11Q: 3 clusters Score -608823.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -608835.000000 Penalty: 4281.358398
	Iteration 12Q: 3 clusters Score -608835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -608843.562500 Penalty: 4281.358398
	Iteration 13Q: 3 clusters Score -608843.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -608855.750000 Penalty: 4281.358398
	Iteration 14Q: 3 clusters Score -608855.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -608862.875000 Penalty: 4281.358398
	Iteration 15Q: 3 clusters Score -608862.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -608870.375000 Penalty: 4281.358398
	Iteration 16Q: 3 clusters Score -608870.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -608878.250000 Penalty: 4281.358398
	Iteration 17Q: 3 clusters Score -608878.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -608888.750000 Penalty: 4281.358398
	Iteration 18Q: 3 clusters Score -608888.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -608896.375000 Penalty: 4281.358398
	Iteration 19Q: 3 clusters Score -608896.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -608901.062500 Penalty: 4281.358398
	Iteration 20F: 3 clusters Score -608901.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -608908.250000 Penalty: 4281.358398
	Iteration 21Q: 3 clusters Score -608908.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -608912.312500 Penalty: 4281.358398
	Iteration 22Q: 3 clusters Score -608912.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -608917.000000 Penalty: 4281.358398
	Iteration 23Q: 3 clusters Score -608917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -608920.625000 Penalty: 4281.358398
	Iteration 24Q: 3 clusters Score -608920.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -608927.000000 Penalty: 4281.358398
	Iteration 25Q: 3 clusters Score -608927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -608929.687500 Penalty: 4281.358398
	Iteration 26Q: 3 clusters Score -608929.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -608931.875000 Penalty: 4281.358398
	Iteration 27Q: 3 clusters Score -608931.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -608933.437500 Penalty: 4281.358398
	Iteration 28Q: 3 clusters Score -608933.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -608933.937500 Penalty: 4281.358398
	Iteration 29Q: 3 clusters Score -608933.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -608937.375000 Penalty: 4281.358398
	Iteration 30Q: 3 clusters Score -608937.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -608937.625000 Penalty: 4281.358398
	Iteration 31Q: 3 clusters Score -608937.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -608939.125000 Penalty: 4281.358398
	Iteration 32Q: 3 clusters Score -608939.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -608941.375000 Penalty: 4281.358398
	Iteration 33Q: 3 clusters Score -608941.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -608944.125000 Penalty: 4281.358398
	Iteration 34Q: 3 clusters Score -608944.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -608945.312500 Penalty: 4281.358398
	Iteration 35Q: 3 clusters Score -608945.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -608946.625000 Penalty: 4281.358398
	Iteration 36Q: 3 clusters Score -608946.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -608947.312500 Penalty: 4281.358398
	Iteration 37Q: 3 clusters Score -608947.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -608948.625000 Penalty: 4281.358398
	Iteration 38Q: 3 clusters Score -608948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -608948.250000 Penalty: 4281.358398
	Iteration 39Q: 3 clusters Score -608948.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -608948.250000 Penalty: 4281.358398
	Iteration 40F: 3 clusters Score -608948.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (96896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96896 members 
Entering Unmasked Estep 
Score: -12574565.000000 Penalty: 2847.385742
	Iteration 0F: 2 clusters Score -1.257456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -12509755.000000 Penalty: 5694.771484
	Iteration 0F: 3 clusters Score -1.250976e+07 nChanged 45930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -12535729.000000 Penalty: 5694.771484
	Iteration 1F: 3 clusters Score -1.253573e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -12536752.000000 Penalty: 5694.771484
	Iteration 2Q: 3 clusters Score -1.253675e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -12537820.000000 Penalty: 5694.771484
	Iteration 3Q: 3 clusters Score -1.253782e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -12539500.000000 Penalty: 5694.771484
	Iteration 4Q: 3 clusters Score -1.25395e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -12542310.000000 Penalty: 5694.771484
	Iteration 5F: 3 clusters Score -1.254231e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 70381 members 
Entering Unmasked Estep 
Score: -12546996.000000 Penalty: 5694.771484
	Iteration 6F: 3 clusters Score -1.2547e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 78833 members 
Entering Unmasked Estep 
Score: -12554344.000000 Penalty: 5694.771484
	Iteration 7F: 3 clusters Score -1.255434e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 87234 members 
Entering Unmasked Estep 
Score: -12562566.000000 Penalty: 5694.771484
	Iteration 8F: 3 clusters Score -1.256257e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -12568412.000000 Penalty: 5694.771484
	Iteration 9F: 3 clusters Score -1.256841e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 95769 members 
Entering Unmasked Estep 
Score: -12570922.000000 Penalty: 5694.771484
	Iteration 10Q: 3 clusters Score -1.257092e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 96518 members 
Entering Unmasked Estep 
Score: -12571649.000000 Penalty: 5694.771484
	Iteration 11Q: 3 clusters Score -1.257165e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 96661 members 
Entering Unmasked Estep 
Score: -12571896.000000 Penalty: 5694.771484
	Iteration 12Q: 3 clusters Score -1.25719e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 96702 members 
Entering Unmasked Estep 
Score: -12571965.000000 Penalty: 5694.771484
	Iteration 13Q: 3 clusters Score -1.257196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 96709 members 
Entering Unmasked Estep 
Score: -12572001.000000 Penalty: 5694.771484
	Iteration 14Q: 3 clusters Score -1.2572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 96712 members 
Entering Unmasked Estep 
Score: -12572020.000000 Penalty: 5694.771484
	Iteration 15Q: 3 clusters Score -1.257202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 96718 members 
Entering Unmasked Estep 
Score: -12572026.000000 Penalty: 5694.771484
	Iteration 16Q: 3 clusters Score -1.257203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 96723 members 
Entering Unmasked Estep 
Score: -12572052.000000 Penalty: 5694.771484
	Iteration 17Q: 3 clusters Score -1.257205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 96726 members 
Entering Unmasked Estep 
Score: -12572056.000000 Penalty: 5694.771484
	Iteration 18Q: 3 clusters Score -1.257206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 96725 members 
Entering Unmasked Estep 
Score: -12572061.000000 Penalty: 5694.771484
	Iteration 19Q: 3 clusters Score -1.257206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 96726 members 
Entering Unmasked Estep 
Score: -12572067.000000 Penalty: 5694.771484
	Iteration 20F: 3 clusters Score -1.257207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Entering Unmasked Estep 
Score: -953244.125000 Penalty: 2223.403076
	Iteration 0F: 2 clusters Score -953244.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -946973.125000 Penalty: 4446.806152
	Iteration 0F: 3 clusters Score -946973.1 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -948652.312500 Penalty: 4446.806152
	Iteration 1F: 3 clusters Score -948652.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -948971.312500 Penalty: 4446.806152
	Iteration 2F: 3 clusters Score -948971.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -949231.125000 Penalty: 4446.806152
	Iteration 3F: 3 clusters Score -949231.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -949448.687500 Penalty: 4446.806152
	Iteration 4Q: 3 clusters Score -949448.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -949666.250000 Penalty: 4446.806152
	Iteration 5Q: 3 clusters Score -949666.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -949893.625000 Penalty: 4446.806152
	Iteration 6Q: 3 clusters Score -949893.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -950107.312500 Penalty: 4446.806152
	Iteration 7Q: 3 clusters Score -950107.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -950309.937500 Penalty: 4446.806152
	Iteration 8Q: 3 clusters Score -950309.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -950490.500000 Penalty: 4446.806152
	Iteration 9Q: 3 clusters Score -950490.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -950649.687500 Penalty: 4446.806152
	Iteration 10Q: 3 clusters Score -950649.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -950791.375000 Penalty: 4446.806152
	Iteration 11Q: 3 clusters Score -950791.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -950904.062500 Penalty: 4446.806152
	Iteration 12Q: 3 clusters Score -950904.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -950995.625000 Penalty: 4446.806152
	Iteration 13Q: 3 clusters Score -950995.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -951076.312500 Penalty: 4446.806152
	Iteration 14Q: 3 clusters Score -951076.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -951155.062500 Penalty: 4446.806152
	Iteration 15Q: 3 clusters Score -951155.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -951235.125000 Penalty: 4446.806152
	Iteration 16Q: 3 clusters Score -951235.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -951305.812500 Penalty: 4446.806152
	Iteration 17Q: 3 clusters Score -951305.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -951368.250000 Penalty: 4446.806152
	Iteration 18Q: 3 clusters Score -951368.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -951431.250000 Penalty: 4446.806152
	Iteration 19Q: 3 clusters Score -951431.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -951476.687500 Penalty: 4446.806152
	Iteration 20F: 3 clusters Score -951476.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -951511.125000 Penalty: 4446.806152
	Iteration 21Q: 3 clusters Score -951511.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -951536.937500 Penalty: 4446.806152
	Iteration 22Q: 3 clusters Score -951536.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -951560.187500 Penalty: 4446.806152
	Iteration 23Q: 3 clusters Score -951560.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -951580.687500 Penalty: 4446.806152
	Iteration 24Q: 3 clusters Score -951580.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -951601.187500 Penalty: 4446.806152
	Iteration 25Q: 3 clusters Score -951601.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -951619.312500 Penalty: 4446.806152
	Iteration 26Q: 3 clusters Score -951619.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -951636.187500 Penalty: 4446.806152
	Iteration 27Q: 3 clusters Score -951636.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -951648.937500 Penalty: 4446.806152
	Iteration 28Q: 3 clusters Score -951648.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -951667.375000 Penalty: 4446.806152
	Iteration 29Q: 3 clusters Score -951667.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -951680.312500 Penalty: 4446.806152
	Iteration 30Q: 3 clusters Score -951680.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -951695.312500 Penalty: 4446.806152
	Iteration 31Q: 3 clusters Score -951695.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -951704.500000 Penalty: 4446.806152
	Iteration 32Q: 3 clusters Score -951704.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -951712.875000 Penalty: 4446.806152
	Iteration 33Q: 3 clusters Score -951712.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -951716.312500 Penalty: 4446.806152
	Iteration 34Q: 3 clusters Score -951716.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -951717.500000 Penalty: 4446.806152
	Iteration 35Q: 3 clusters Score -951717.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -951720.250000 Penalty: 4446.806152
	Iteration 36Q: 3 clusters Score -951720.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -951721.250000 Penalty: 4446.806152
	Iteration 37Q: 3 clusters Score -951721.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -951720.000000 Penalty: 4446.806152
	Iteration 38Q: 3 clusters Score -951720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -951720.875000 Penalty: 4446.806152
	Iteration 39Q: 3 clusters Score -951720.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -951720.875000 Penalty: 4446.806152
	Iteration 40F: 3 clusters Score -951720.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Entering Unmasked Estep 
Score: -3145972.500000 Penalty: 2504.055176
	Iteration 0F: 2 clusters Score -3145972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -3129101.000000 Penalty: 5008.110352
	Iteration 0F: 3 clusters Score -3129101 nChanged 10786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -3134973.750000 Penalty: 5008.110352
	Iteration 1F: 3 clusters Score -3134974 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3135576.500000 Penalty: 5008.110352
	Iteration 2F: 3 clusters Score -3135576 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -3136259.000000 Penalty: 5008.110352
	Iteration 3F: 3 clusters Score -3136259 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3137060.500000 Penalty: 5008.110352
	Iteration 4F: 3 clusters Score -3137060 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -3138070.750000 Penalty: 5008.110352
	Iteration 5F: 3 clusters Score -3138071 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -3139267.000000 Penalty: 5008.110352
	Iteration 6F: 3 clusters Score -3139267 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3140558.750000 Penalty: 5008.110352
	Iteration 7F: 3 clusters Score -3140559 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3141655.000000 Penalty: 5008.110352
	Iteration 8F: 3 clusters Score -3141655 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -3142490.750000 Penalty: 5008.110352
	Iteration 9Q: 3 clusters Score -3142491 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3143034.000000 Penalty: 5008.110352
	Iteration 10Q: 3 clusters Score -3143034 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -3143325.250000 Penalty: 5008.110352
	Iteration 11Q: 3 clusters Score -3143325 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3143491.500000 Penalty: 5008.110352
	Iteration 12Q: 3 clusters Score -3143492 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3143602.750000 Penalty: 5008.110352
	Iteration 13Q: 3 clusters Score -3143603 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3143656.750000 Penalty: 5008.110352
	Iteration 14Q: 3 clusters Score -3143657 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3143706.250000 Penalty: 5008.110352
	Iteration 15Q: 3 clusters Score -3143706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -3143728.500000 Penalty: 5008.110352
	Iteration 16Q: 3 clusters Score -3143728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3143753.750000 Penalty: 5008.110352
	Iteration 17Q: 3 clusters Score -3143754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -3143769.000000 Penalty: 5008.110352
	Iteration 18Q: 3 clusters Score -3143769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3143793.750000 Penalty: 5008.110352
	Iteration 19Q: 3 clusters Score -3143794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3143808.250000 Penalty: 5008.110352
	Iteration 20F: 3 clusters Score -3143808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3143821.500000 Penalty: 5008.110352
	Iteration 21Q: 3 clusters Score -3143822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3143827.500000 Penalty: 5008.110352
	Iteration 22Q: 3 clusters Score -3143828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -3143832.250000 Penalty: 5008.110352
	Iteration 23Q: 3 clusters Score -3143832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3143833.750000 Penalty: 5008.110352
	Iteration 24Q: 3 clusters Score -3143834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3143836.000000 Penalty: 5008.110352
	Iteration 25Q: 3 clusters Score -3143836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3143833.000000 Penalty: 5008.110352
	Iteration 26Q: 3 clusters Score -3143833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3143833.000000 Penalty: 5008.110352
	Iteration 27F: 3 clusters Score -3143833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -42891.355469 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -42891.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41527.546875 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -41527.55 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41643.671875 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -41643.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41674.984375 Penalty: 2952.808594
	Iteration 2Q: 3 clusters Score -41674.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41685.703125 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -41685.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41692.339844 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -41692.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41694.871094 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -41694.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41697.472656 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -41697.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41697.472656 Penalty: 2952.808594
	Iteration 7F: 3 clusters Score -41697.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Entering Unmasked Estep 
Score: -1147691.125000 Penalty: 2254.090820
	Iteration 0F: 2 clusters Score -1147691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1140773.625000 Penalty: 4508.181641
	Iteration 0F: 3 clusters Score -1140774 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1142751.875000 Penalty: 4508.181641
	Iteration 1F: 3 clusters Score -1142752 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1143053.500000 Penalty: 4508.181641
	Iteration 2F: 3 clusters Score -1143054 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1143268.625000 Penalty: 4508.181641
	Iteration 3F: 3 clusters Score -1143269 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1143426.750000 Penalty: 4508.181641
	Iteration 4Q: 3 clusters Score -1143427 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1143544.250000 Penalty: 4508.181641
	Iteration 5Q: 3 clusters Score -1143544 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1143642.125000 Penalty: 4508.181641
	Iteration 6Q: 3 clusters Score -1143642 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1143736.375000 Penalty: 4508.181641
	Iteration 7Q: 3 clusters Score -1143736 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1143831.750000 Penalty: 4508.181641
	Iteration 8Q: 3 clusters Score -1143832 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1143926.125000 Penalty: 4508.181641
	Iteration 9Q: 3 clusters Score -1143926 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1144039.125000 Penalty: 4508.181641
	Iteration 10Q: 3 clusters Score -1144039 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1144157.750000 Penalty: 4508.181641
	Iteration 11Q: 3 clusters Score -1144158 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1144276.500000 Penalty: 4508.181641
	Iteration 12Q: 3 clusters Score -1144276 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1144386.375000 Penalty: 4508.181641
	Iteration 13Q: 3 clusters Score -1144386 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1144480.500000 Penalty: 4508.181641
	Iteration 14Q: 3 clusters Score -1144480 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1144570.500000 Penalty: 4508.181641
	Iteration 15Q: 3 clusters Score -1144570 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1144671.875000 Penalty: 4508.181641
	Iteration 16Q: 3 clusters Score -1144672 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1144748.000000 Penalty: 4508.181641
	Iteration 17Q: 3 clusters Score -1144748 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1144808.250000 Penalty: 4508.181641
	Iteration 18Q: 3 clusters Score -1144808 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1144852.250000 Penalty: 4508.181641
	Iteration 19Q: 3 clusters Score -1144852 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1144896.500000 Penalty: 4508.181641
	Iteration 20F: 3 clusters Score -1144896 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1144945.750000 Penalty: 4508.181641
	Iteration 21Q: 3 clusters Score -1144946 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1144988.375000 Penalty: 4508.181641
	Iteration 22Q: 3 clusters Score -1144988 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1145037.625000 Penalty: 4508.181641
	Iteration 23Q: 3 clusters Score -1145038 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1145072.750000 Penalty: 4508.181641
	Iteration 24Q: 3 clusters Score -1145073 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1145116.000000 Penalty: 4508.181641
	Iteration 25Q: 3 clusters Score -1145116 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1145152.750000 Penalty: 4508.181641
	Iteration 26Q: 3 clusters Score -1145153 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1145179.250000 Penalty: 4508.181641
	Iteration 27Q: 3 clusters Score -1145179 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1145215.750000 Penalty: 4508.181641
	Iteration 28Q: 3 clusters Score -1145216 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1145247.750000 Penalty: 4508.181641
	Iteration 29Q: 3 clusters Score -1145248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1145277.625000 Penalty: 4508.181641
	Iteration 30Q: 3 clusters Score -1145278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1145311.750000 Penalty: 4508.181641
	Iteration 31Q: 3 clusters Score -1145312 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1145341.125000 Penalty: 4508.181641
	Iteration 32Q: 3 clusters Score -1145341 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1145378.250000 Penalty: 4508.181641
	Iteration 33Q: 3 clusters Score -1145378 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1145419.250000 Penalty: 4508.181641
	Iteration 34Q: 3 clusters Score -1145419 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1145442.500000 Penalty: 4508.181641
	Iteration 35Q: 3 clusters Score -1145442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1145466.875000 Penalty: 4508.181641
	Iteration 36Q: 3 clusters Score -1145467 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1145488.750000 Penalty: 4508.181641
	Iteration 37Q: 3 clusters Score -1145489 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1145510.750000 Penalty: 4508.181641
	Iteration 38Q: 3 clusters Score -1145511 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1145528.000000 Penalty: 4508.181641
	Iteration 39Q: 3 clusters Score -1145528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1145556.625000 Penalty: 4508.181641
	Iteration 40F: 3 clusters Score -1145557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1145578.000000 Penalty: 4508.181641
	Iteration 41Q: 3 clusters Score -1145578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1145594.625000 Penalty: 4508.181641
	Iteration 42Q: 3 clusters Score -1145595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1145611.500000 Penalty: 4508.181641
	Iteration 43Q: 3 clusters Score -1145612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1145624.625000 Penalty: 4508.181641
	Iteration 44Q: 3 clusters Score -1145625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1145635.250000 Penalty: 4508.181641
	Iteration 45Q: 3 clusters Score -1145635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1145643.000000 Penalty: 4508.181641
	Iteration 46Q: 3 clusters Score -1145643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1145653.000000 Penalty: 4508.181641
	Iteration 47Q: 3 clusters Score -1145653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1145657.375000 Penalty: 4508.181641
	Iteration 48Q: 3 clusters Score -1145657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1145669.000000 Penalty: 4508.181641
	Iteration 49Q: 3 clusters Score -1145669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1145679.125000 Penalty: 4508.181641
	Iteration 50Q: 3 clusters Score -1145679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1145690.625000 Penalty: 4508.181641
	Iteration 51Q: 3 clusters Score -1145691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1145698.375000 Penalty: 4508.181641
	Iteration 52Q: 3 clusters Score -1145698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1145705.375000 Penalty: 4508.181641
	Iteration 53Q: 3 clusters Score -1145705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1145713.125000 Penalty: 4508.181641
	Iteration 54Q: 3 clusters Score -1145713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1145717.750000 Penalty: 4508.181641
	Iteration 55Q: 3 clusters Score -1145718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1145720.125000 Penalty: 4508.181641
	Iteration 56Q: 3 clusters Score -1145720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1145725.375000 Penalty: 4508.181641
	Iteration 57Q: 3 clusters Score -1145725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1145733.000000 Penalty: 4508.181641
	Iteration 58Q: 3 clusters Score -1145733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1145737.250000 Penalty: 4508.181641
	Iteration 59Q: 3 clusters Score -1145737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1145739.750000 Penalty: 4508.181641
	Iteration 60F: 3 clusters Score -1145740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1145742.750000 Penalty: 4508.181641
	Iteration 61Q: 3 clusters Score -1145743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1145743.875000 Penalty: 4508.181641
	Iteration 62Q: 3 clusters Score -1145744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1145744.000000 Penalty: 4508.181641
	Iteration 63Q: 3 clusters Score -1145744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1145744.375000 Penalty: 4508.181641
	Iteration 64Q: 3 clusters Score -1145744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1145744.750000 Penalty: 4508.181641
	Iteration 65Q: 3 clusters Score -1145745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1145745.875000 Penalty: 4508.181641
	Iteration 66Q: 3 clusters Score -1145746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1145748.125000 Penalty: 4508.181641
	Iteration 67Q: 3 clusters Score -1145748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1145748.750000 Penalty: 4508.181641
	Iteration 68Q: 3 clusters Score -1145749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1145750.000000 Penalty: 4508.181641
	Iteration 69Q: 3 clusters Score -1145750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1145749.875000 Penalty: 4508.181641
	Iteration 70Q: 3 clusters Score -1145750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1145751.875000 Penalty: 4508.181641
	Iteration 71Q: 3 clusters Score -1145752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1145753.750000 Penalty: 4508.181641
	Iteration 72Q: 3 clusters Score -1145754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1145756.125000 Penalty: 4508.181641
	Iteration 73Q: 3 clusters Score -1145756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1145756.250000 Penalty: 4508.181641
	Iteration 74Q: 3 clusters Score -1145756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1145756.250000 Penalty: 4508.181641
	Iteration 75F: 3 clusters Score -1145756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -989321.687500 Penalty: 2227.051514
	Iteration 0F: 2 clusters Score -989321.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -983023.125000 Penalty: 4454.103027
	Iteration 0F: 3 clusters Score -983023.1 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -984768.875000 Penalty: 4454.103027
	Iteration 1F: 3 clusters Score -984768.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -985133.062500 Penalty: 4454.103027
	Iteration 2F: 3 clusters Score -985133.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -985410.687500 Penalty: 4454.103027
	Iteration 3F: 3 clusters Score -985410.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -985690.187500 Penalty: 4454.103027
	Iteration 4F: 3 clusters Score -985690.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -985975.187500 Penalty: 4454.103027
	Iteration 5F: 3 clusters Score -985975.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -986250.000000 Penalty: 4454.103027
	Iteration 6F: 3 clusters Score -986250 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -986510.500000 Penalty: 4454.103027
	Iteration 7Q: 3 clusters Score -986510.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -986747.000000 Penalty: 4454.103027
	Iteration 8Q: 3 clusters Score -986747 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -986950.687500 Penalty: 4454.103027
	Iteration 9Q: 3 clusters Score -986950.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -987087.937500 Penalty: 4454.103027
	Iteration 10Q: 3 clusters Score -987087.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -987185.687500 Penalty: 4454.103027
	Iteration 11Q: 3 clusters Score -987185.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -987265.187500 Penalty: 4454.103027
	Iteration 12Q: 3 clusters Score -987265.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -987326.312500 Penalty: 4454.103027
	Iteration 13Q: 3 clusters Score -987326.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -987364.750000 Penalty: 4454.103027
	Iteration 14Q: 3 clusters Score -987364.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -987398.437500 Penalty: 4454.103027
	Iteration 15Q: 3 clusters Score -987398.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -987418.187500 Penalty: 4454.103027
	Iteration 16Q: 3 clusters Score -987418.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -987428.000000 Penalty: 4454.103027
	Iteration 17Q: 3 clusters Score -987428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -987435.875000 Penalty: 4454.103027
	Iteration 18Q: 3 clusters Score -987435.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -987441.937500 Penalty: 4454.103027
	Iteration 19Q: 3 clusters Score -987441.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -987447.125000 Penalty: 4454.103027
	Iteration 20F: 3 clusters Score -987447.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -987451.812500 Penalty: 4454.103027
	Iteration 21Q: 3 clusters Score -987451.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -987453.187500 Penalty: 4454.103027
	Iteration 22Q: 3 clusters Score -987453.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -987456.437500 Penalty: 4454.103027
	Iteration 23Q: 3 clusters Score -987456.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -987457.937500 Penalty: 4454.103027
	Iteration 24Q: 3 clusters Score -987457.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -987457.812500 Penalty: 4454.103027
	Iteration 25Q: 3 clusters Score -987457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -987457.875000 Penalty: 4454.103027
	Iteration 26Q: 3 clusters Score -987457.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -987461.625000 Penalty: 4454.103027
	Iteration 27Q: 3 clusters Score -987461.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -987460.062500 Penalty: 4454.103027
	Iteration 28Q: 3 clusters Score -987460.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -987460.937500 Penalty: 4454.103027
	Iteration 29Q: 3 clusters Score -987460.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -987460.937500 Penalty: 4454.103027
	Iteration 30F: 3 clusters Score -987460.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Entering Unmasked Estep 
Score: -1545399.375000 Penalty: 2333.865479
	Iteration 0F: 2 clusters Score -1545399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1536354.875000 Penalty: 4667.730957
	Iteration 0F: 3 clusters Score -1536355 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1539218.875000 Penalty: 4667.730957
	Iteration 1F: 3 clusters Score -1539219 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1539575.000000 Penalty: 4667.730957
	Iteration 2F: 3 clusters Score -1539575 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1539802.500000 Penalty: 4667.730957
	Iteration 3Q: 3 clusters Score -1539802 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1539992.250000 Penalty: 4667.730957
	Iteration 4Q: 3 clusters Score -1539992 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1540142.000000 Penalty: 4667.730957
	Iteration 5Q: 3 clusters Score -1540142 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1540270.125000 Penalty: 4667.730957
	Iteration 6Q: 3 clusters Score -1540270 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1540368.000000 Penalty: 4667.730957
	Iteration 7Q: 3 clusters Score -1540368 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1540472.750000 Penalty: 4667.730957
	Iteration 8Q: 3 clusters Score -1540473 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1540567.750000 Penalty: 4667.730957
	Iteration 9Q: 3 clusters Score -1540568 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1540682.375000 Penalty: 4667.730957
	Iteration 10Q: 3 clusters Score -1540682 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1540781.750000 Penalty: 4667.730957
	Iteration 11Q: 3 clusters Score -1540782 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1540874.625000 Penalty: 4667.730957
	Iteration 12Q: 3 clusters Score -1540875 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1540964.875000 Penalty: 4667.730957
	Iteration 13Q: 3 clusters Score -1540965 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1541047.750000 Penalty: 4667.730957
	Iteration 14Q: 3 clusters Score -1541048 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1541147.000000 Penalty: 4667.730957
	Iteration 15Q: 3 clusters Score -1541147 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1541249.750000 Penalty: 4667.730957
	Iteration 16Q: 3 clusters Score -1541250 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1541344.125000 Penalty: 4667.730957
	Iteration 17Q: 3 clusters Score -1541344 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1541429.625000 Penalty: 4667.730957
	Iteration 18Q: 3 clusters Score -1541430 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1541522.125000 Penalty: 4667.730957
	Iteration 19Q: 3 clusters Score -1541522 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1541618.625000 Penalty: 4667.730957
	Iteration 20F: 3 clusters Score -1541619 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1541710.250000 Penalty: 4667.730957
	Iteration 21Q: 3 clusters Score -1541710 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1541793.500000 Penalty: 4667.730957
	Iteration 22Q: 3 clusters Score -1541794 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1541843.000000 Penalty: 4667.730957
	Iteration 23Q: 3 clusters Score -1541843 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1541882.125000 Penalty: 4667.730957
	Iteration 24Q: 3 clusters Score -1541882 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1541924.750000 Penalty: 4667.730957
	Iteration 25Q: 3 clusters Score -1541925 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1541976.125000 Penalty: 4667.730957
	Iteration 26Q: 3 clusters Score -1541976 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1542009.000000 Penalty: 4667.730957
	Iteration 27Q: 3 clusters Score -1542009 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1542053.000000 Penalty: 4667.730957
	Iteration 28Q: 3 clusters Score -1542053 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1542079.375000 Penalty: 4667.730957
	Iteration 29Q: 3 clusters Score -1542079 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1542120.875000 Penalty: 4667.730957
	Iteration 30Q: 3 clusters Score -1542121 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1542145.625000 Penalty: 4667.730957
	Iteration 31Q: 3 clusters Score -1542146 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1542169.500000 Penalty: 4667.730957
	Iteration 32Q: 3 clusters Score -1542170 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1542193.625000 Penalty: 4667.730957
	Iteration 33Q: 3 clusters Score -1542194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1542208.625000 Penalty: 4667.730957
	Iteration 34Q: 3 clusters Score -1542209 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1542231.125000 Penalty: 4667.730957
	Iteration 35Q: 3 clusters Score -1542231 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1542244.625000 Penalty: 4667.730957
	Iteration 36Q: 3 clusters Score -1542245 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1542262.750000 Penalty: 4667.730957
	Iteration 37Q: 3 clusters Score -1542263 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1542291.500000 Penalty: 4667.730957
	Iteration 38Q: 3 clusters Score -1542292 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1542307.000000 Penalty: 4667.730957
	Iteration 39Q: 3 clusters Score -1542307 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1542323.625000 Penalty: 4667.730957
	Iteration 40F: 3 clusters Score -1542324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1542335.250000 Penalty: 4667.730957
	Iteration 41Q: 3 clusters Score -1542335 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1542347.750000 Penalty: 4667.730957
	Iteration 42Q: 3 clusters Score -1542348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1542357.875000 Penalty: 4667.730957
	Iteration 43Q: 3 clusters Score -1542358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1542376.750000 Penalty: 4667.730957
	Iteration 44Q: 3 clusters Score -1542377 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1542383.625000 Penalty: 4667.730957
	Iteration 45Q: 3 clusters Score -1542384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1542405.875000 Penalty: 4667.730957
	Iteration 46Q: 3 clusters Score -1542406 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1542423.500000 Penalty: 4667.730957
	Iteration 47Q: 3 clusters Score -1542424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1542445.125000 Penalty: 4667.730957
	Iteration 48Q: 3 clusters Score -1542445 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1542461.625000 Penalty: 4667.730957
	Iteration 49Q: 3 clusters Score -1542462 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1542482.875000 Penalty: 4667.730957
	Iteration 50Q: 3 clusters Score -1542483 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1542504.750000 Penalty: 4667.730957
	Iteration 51Q: 3 clusters Score -1542505 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1542523.625000 Penalty: 4667.730957
	Iteration 52Q: 3 clusters Score -1542524 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1542545.250000 Penalty: 4667.730957
	Iteration 53Q: 3 clusters Score -1542545 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1542567.500000 Penalty: 4667.730957
	Iteration 54Q: 3 clusters Score -1542568 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1542595.125000 Penalty: 4667.730957
	Iteration 55Q: 3 clusters Score -1542595 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1542621.375000 Penalty: 4667.730957
	Iteration 56Q: 3 clusters Score -1542621 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1542652.625000 Penalty: 4667.730957
	Iteration 57Q: 3 clusters Score -1542653 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1542701.000000 Penalty: 4667.730957
	Iteration 58Q: 3 clusters Score -1542701 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1542752.875000 Penalty: 4667.730957
	Iteration 59Q: 3 clusters Score -1542753 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1542813.375000 Penalty: 4667.730957
	Iteration 60F: 3 clusters Score -1542813 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1542870.750000 Penalty: 4667.730957
	Iteration 61Q: 3 clusters Score -1542871 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1542925.875000 Penalty: 4667.730957
	Iteration 62Q: 3 clusters Score -1542926 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1542965.000000 Penalty: 4667.730957
	Iteration 63Q: 3 clusters Score -1542965 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1543015.375000 Penalty: 4667.730957
	Iteration 64Q: 3 clusters Score -1543015 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1543056.125000 Penalty: 4667.730957
	Iteration 65Q: 3 clusters Score -1543056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1543095.250000 Penalty: 4667.730957
	Iteration 66Q: 3 clusters Score -1543095 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1543124.875000 Penalty: 4667.730957
	Iteration 67Q: 3 clusters Score -1543125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1543154.000000 Penalty: 4667.730957
	Iteration 68Q: 3 clusters Score -1543154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1543176.000000 Penalty: 4667.730957
	Iteration 69Q: 3 clusters Score -1543176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1543197.375000 Penalty: 4667.730957
	Iteration 70Q: 3 clusters Score -1543197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1543221.125000 Penalty: 4667.730957
	Iteration 71Q: 3 clusters Score -1543221 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1543243.750000 Penalty: 4667.730957
	Iteration 72Q: 3 clusters Score -1543244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1543263.625000 Penalty: 4667.730957
	Iteration 73Q: 3 clusters Score -1543264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1543279.625000 Penalty: 4667.730957
	Iteration 74Q: 3 clusters Score -1543280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1543289.625000 Penalty: 4667.730957
	Iteration 75Q: 3 clusters Score -1543290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1543303.625000 Penalty: 4667.730957
	Iteration 76Q: 3 clusters Score -1543304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1543316.250000 Penalty: 4667.730957
	Iteration 77Q: 3 clusters Score -1543316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1543326.375000 Penalty: 4667.730957
	Iteration 78Q: 3 clusters Score -1543326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1543329.875000 Penalty: 4667.730957
	Iteration 79Q: 3 clusters Score -1543330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1543336.875000 Penalty: 4667.730957
	Iteration 80F: 3 clusters Score -1543337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1543341.000000 Penalty: 4667.730957
	Iteration 81Q: 3 clusters Score -1543341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1543348.500000 Penalty: 4667.730957
	Iteration 82Q: 3 clusters Score -1543348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1543358.875000 Penalty: 4667.730957
	Iteration 83Q: 3 clusters Score -1543359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1543363.375000 Penalty: 4667.730957
	Iteration 84Q: 3 clusters Score -1543363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1543373.250000 Penalty: 4667.730957
	Iteration 85Q: 3 clusters Score -1543373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1543377.750000 Penalty: 4667.730957
	Iteration 86Q: 3 clusters Score -1543378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1543382.625000 Penalty: 4667.730957
	Iteration 87Q: 3 clusters Score -1543383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1543382.750000 Penalty: 4667.730957
	Iteration 88Q: 3 clusters Score -1543383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1543384.375000 Penalty: 4667.730957
	Iteration 89Q: 3 clusters Score -1543384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1543387.000000 Penalty: 4667.730957
	Iteration 90Q: 3 clusters Score -1543387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1543387.125000 Penalty: 4667.730957
	Iteration 91Q: 3 clusters Score -1543387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1543385.500000 Penalty: 4667.730957
	Iteration 92Q: 3 clusters Score -1543386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1543387.125000 Penalty: 4667.730957
	Iteration 93Q: 3 clusters Score -1543387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1543388.125000 Penalty: 4667.730957
	Iteration 94Q: 3 clusters Score -1543388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1543390.125000 Penalty: 4667.730957
	Iteration 95Q: 3 clusters Score -1543390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1543390.000000 Penalty: 4667.730957
	Iteration 96Q: 3 clusters Score -1543390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1543390.750000 Penalty: 4667.730957
	Iteration 97Q: 3 clusters Score -1543391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1543395.000000 Penalty: 4667.730957
	Iteration 98Q: 3 clusters Score -1543395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1543397.500000 Penalty: 4667.730957
	Iteration 99Q: 3 clusters Score -1543398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1543397.000000 Penalty: 4667.730957
	Iteration 100F: 3 clusters Score -1543397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Entering Unmasked Estep 
Score: -5976379.000000 Penalty: 2666.154053
	Iteration 0F: 2 clusters Score -5976379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -5944931.000000 Penalty: 5332.308105
	Iteration 0F: 3 clusters Score -5944931 nChanged 21609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -5956815.500000 Penalty: 5332.308105
	Iteration 1F: 3 clusters Score -5956816 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -5957498.500000 Penalty: 5332.308105
	Iteration 2Q: 3 clusters Score -5957498 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -5958456.000000 Penalty: 5332.308105
	Iteration 3Q: 3 clusters Score -5958456 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -5959899.000000 Penalty: 5332.308105
	Iteration 4F: 3 clusters Score -5959899 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -5961585.000000 Penalty: 5332.308105
	Iteration 5F: 3 clusters Score -5961585 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -5963741.500000 Penalty: 5332.308105
	Iteration 6F: 3 clusters Score -5963742 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -5965900.500000 Penalty: 5332.308105
	Iteration 7F: 3 clusters Score -5965900 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -5967570.000000 Penalty: 5332.308105
	Iteration 8F: 3 clusters Score -5967570 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -5968712.000000 Penalty: 5332.308105
	Iteration 9F: 3 clusters Score -5968712 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -5969533.500000 Penalty: 5332.308105
	Iteration 10Q: 3 clusters Score -5969534 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -5970353.500000 Penalty: 5332.308105
	Iteration 11Q: 3 clusters Score -5970354 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -5971088.500000 Penalty: 5332.308105
	Iteration 12Q: 3 clusters Score -5971088 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -5971833.000000 Penalty: 5332.308105
	Iteration 13Q: 3 clusters Score -5971833 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -5972462.000000 Penalty: 5332.308105
	Iteration 14Q: 3 clusters Score -5972462 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -5972895.000000 Penalty: 5332.308105
	Iteration 15Q: 3 clusters Score -5972895 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -5973184.500000 Penalty: 5332.308105
	Iteration 16Q: 3 clusters Score -5973184 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -5973347.000000 Penalty: 5332.308105
	Iteration 17Q: 3 clusters Score -5973347 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -5973510.500000 Penalty: 5332.308105
	Iteration 18Q: 3 clusters Score -5973510 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -5973647.000000 Penalty: 5332.308105
	Iteration 19Q: 3 clusters Score -5973647 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -5973775.000000 Penalty: 5332.308105
	Iteration 20F: 3 clusters Score -5973775 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -5973881.000000 Penalty: 5332.308105
	Iteration 21Q: 3 clusters Score -5973881 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -5973972.500000 Penalty: 5332.308105
	Iteration 22Q: 3 clusters Score -5973972 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -5974067.500000 Penalty: 5332.308105
	Iteration 23Q: 3 clusters Score -5974068 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -5974159.500000 Penalty: 5332.308105
	Iteration 24Q: 3 clusters Score -5974160 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -5974221.000000 Penalty: 5332.308105
	Iteration 25Q: 3 clusters Score -5974221 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -5974307.500000 Penalty: 5332.308105
	Iteration 26Q: 3 clusters Score -5974308 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -5974380.500000 Penalty: 5332.308105
	Iteration 27Q: 3 clusters Score -5974380 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -5974417.000000 Penalty: 5332.308105
	Iteration 28Q: 3 clusters Score -5974417 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -5974490.500000 Penalty: 5332.308105
	Iteration 29Q: 3 clusters Score -5974490 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -5974538.000000 Penalty: 5332.308105
	Iteration 30Q: 3 clusters Score -5974538 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -5974587.500000 Penalty: 5332.308105
	Iteration 31Q: 3 clusters Score -5974588 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -5974637.000000 Penalty: 5332.308105
	Iteration 32Q: 3 clusters Score -5974637 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -5974678.000000 Penalty: 5332.308105
	Iteration 33Q: 3 clusters Score -5974678 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -5974709.500000 Penalty: 5332.308105
	Iteration 34Q: 3 clusters Score -5974710 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -5974755.500000 Penalty: 5332.308105
	Iteration 35Q: 3 clusters Score -5974756 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -5974769.500000 Penalty: 5332.308105
	Iteration 36Q: 3 clusters Score -5974770 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -5974782.000000 Penalty: 5332.308105
	Iteration 37Q: 3 clusters Score -5974782 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -5974811.500000 Penalty: 5332.308105
	Iteration 38Q: 3 clusters Score -5974812 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -5974833.000000 Penalty: 5332.308105
	Iteration 39Q: 3 clusters Score -5974833 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -5974835.500000 Penalty: 5332.308105
	Iteration 40F: 3 clusters Score -5974836 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -5974879.000000 Penalty: 5332.308105
	Iteration 41Q: 3 clusters Score -5974879 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -5974911.500000 Penalty: 5332.308105
	Iteration 42Q: 3 clusters Score -5974912 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -5974934.500000 Penalty: 5332.308105
	Iteration 43Q: 3 clusters Score -5974934 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -5974937.000000 Penalty: 5332.308105
	Iteration 44Q: 3 clusters Score -5974937 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -5974946.500000 Penalty: 5332.308105
	Iteration 45Q: 3 clusters Score -5974946 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -5974958.000000 Penalty: 5332.308105
	Iteration 46Q: 3 clusters Score -5974958 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -5974972.500000 Penalty: 5332.308105
	Iteration 47Q: 3 clusters Score -5974972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -5974979.500000 Penalty: 5332.308105
	Iteration 48Q: 3 clusters Score -5974980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -5974984.500000 Penalty: 5332.308105
	Iteration 49Q: 3 clusters Score -5974984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -5974996.500000 Penalty: 5332.308105
	Iteration 50Q: 3 clusters Score -5974996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -5975008.500000 Penalty: 5332.308105
	Iteration 51Q: 3 clusters Score -5975008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -5975019.000000 Penalty: 5332.308105
	Iteration 52Q: 3 clusters Score -5975019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -5975029.500000 Penalty: 5332.308105
	Iteration 53Q: 3 clusters Score -5975030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -5975030.000000 Penalty: 5332.308105
	Iteration 54Q: 3 clusters Score -5975030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -5975039.000000 Penalty: 5332.308105
	Iteration 55Q: 3 clusters Score -5975039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -5975037.000000 Penalty: 5332.308105
	Iteration 56Q: 3 clusters Score -5975037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -5975048.000000 Penalty: 5332.308105
	Iteration 57Q: 3 clusters Score -5975048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -5975053.000000 Penalty: 5332.308105
	Iteration 58Q: 3 clusters Score -5975053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -5975055.500000 Penalty: 5332.308105
	Iteration 59Q: 3 clusters Score -5975056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -5975060.000000 Penalty: 5332.308105
	Iteration 60F: 3 clusters Score -5975060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -5975067.500000 Penalty: 5332.308105
	Iteration 61Q: 3 clusters Score -5975068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -5975065.000000 Penalty: 5332.308105
	Iteration 62Q: 3 clusters Score -5975065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5975066.500000 Penalty: 5332.308105
	Iteration 63Q: 3 clusters Score -5975066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -5975068.500000 Penalty: 5332.308105
	Iteration 64Q: 3 clusters Score -5975068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -5975065.000000 Penalty: 5332.308105
	Iteration 65Q: 3 clusters Score -5975065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -5975068.000000 Penalty: 5332.308105
	Iteration 66Q: 3 clusters Score -5975068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -5975062.500000 Penalty: 5332.308105
	Iteration 67Q: 3 clusters Score -5975062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -5975063.500000 Penalty: 5332.308105
	Iteration 68Q: 3 clusters Score -5975064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -5975063.000000 Penalty: 5332.308105
	Iteration 69Q: 3 clusters Score -5975063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -5975065.500000 Penalty: 5332.308105
	Iteration 70Q: 3 clusters Score -5975066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -5975065.000000 Penalty: 5332.308105
	Iteration 71Q: 3 clusters Score -5975065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -5975065.000000 Penalty: 5332.308105
	Iteration 72Q: 3 clusters Score -5975065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -5975065.000000 Penalty: 5332.308105
	Iteration 73F: 3 clusters Score -5975065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Entering Unmasked Estep 
Score: -1972722.875000 Penalty: 2386.318359
	Iteration 0F: 2 clusters Score -1972723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1961651.875000 Penalty: 4772.636719
	Iteration 0F: 3 clusters Score -1961652 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1965076.125000 Penalty: 4772.636719
	Iteration 1F: 3 clusters Score -1965076 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1965440.625000 Penalty: 4772.636719
	Iteration 2F: 3 clusters Score -1965441 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1965698.000000 Penalty: 4772.636719
	Iteration 3Q: 3 clusters Score -1965698 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1965888.000000 Penalty: 4772.636719
	Iteration 4Q: 3 clusters Score -1965888 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1966047.000000 Penalty: 4772.636719
	Iteration 5Q: 3 clusters Score -1966047 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1966199.125000 Penalty: 4772.636719
	Iteration 6Q: 3 clusters Score -1966199 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1966347.500000 Penalty: 4772.636719
	Iteration 7Q: 3 clusters Score -1966348 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1966501.625000 Penalty: 4772.636719
	Iteration 8Q: 3 clusters Score -1966502 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1966702.375000 Penalty: 4772.636719
	Iteration 9Q: 3 clusters Score -1966702 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1966903.875000 Penalty: 4772.636719
	Iteration 10Q: 3 clusters Score -1966904 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1967121.000000 Penalty: 4772.636719
	Iteration 11Q: 3 clusters Score -1967121 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1967369.750000 Penalty: 4772.636719
	Iteration 12Q: 3 clusters Score -1967370 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1967677.875000 Penalty: 4772.636719
	Iteration 13Q: 3 clusters Score -1967678 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1968028.500000 Penalty: 4772.636719
	Iteration 14Q: 3 clusters Score -1968028 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1968447.500000 Penalty: 4772.636719
	Iteration 15Q: 3 clusters Score -1968448 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1968876.625000 Penalty: 4772.636719
	Iteration 16Q: 3 clusters Score -1968877 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1969225.375000 Penalty: 4772.636719
	Iteration 17Q: 3 clusters Score -1969225 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1969537.750000 Penalty: 4772.636719
	Iteration 18Q: 3 clusters Score -1969538 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1969790.875000 Penalty: 4772.636719
	Iteration 19Q: 3 clusters Score -1969791 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1969973.375000 Penalty: 4772.636719
	Iteration 20F: 3 clusters Score -1969973 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1970129.000000 Penalty: 4772.636719
	Iteration 21Q: 3 clusters Score -1970129 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1970258.125000 Penalty: 4772.636719
	Iteration 22Q: 3 clusters Score -1970258 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1970362.125000 Penalty: 4772.636719
	Iteration 23Q: 3 clusters Score -1970362 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1970443.375000 Penalty: 4772.636719
	Iteration 24Q: 3 clusters Score -1970443 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1970514.250000 Penalty: 4772.636719
	Iteration 25Q: 3 clusters Score -1970514 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1970565.250000 Penalty: 4772.636719
	Iteration 26Q: 3 clusters Score -1970565 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1970602.375000 Penalty: 4772.636719
	Iteration 27Q: 3 clusters Score -1970602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1970620.250000 Penalty: 4772.636719
	Iteration 28Q: 3 clusters Score -1970620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1970652.875000 Penalty: 4772.636719
	Iteration 29Q: 3 clusters Score -1970653 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1970676.500000 Penalty: 4772.636719
	Iteration 30Q: 3 clusters Score -1970676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1970689.000000 Penalty: 4772.636719
	Iteration 31Q: 3 clusters Score -1970689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1970700.000000 Penalty: 4772.636719
	Iteration 32Q: 3 clusters Score -1970700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1970718.125000 Penalty: 4772.636719
	Iteration 33Q: 3 clusters Score -1970718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1970730.500000 Penalty: 4772.636719
	Iteration 34Q: 3 clusters Score -1970730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1970734.875000 Penalty: 4772.636719
	Iteration 35Q: 3 clusters Score -1970735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1970739.875000 Penalty: 4772.636719
	Iteration 36Q: 3 clusters Score -1970740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1970743.625000 Penalty: 4772.636719
	Iteration 37Q: 3 clusters Score -1970744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1970744.375000 Penalty: 4772.636719
	Iteration 38Q: 3 clusters Score -1970744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1970747.875000 Penalty: 4772.636719
	Iteration 39Q: 3 clusters Score -1970748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1970755.000000 Penalty: 4772.636719
	Iteration 40F: 3 clusters Score -1970755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1970759.250000 Penalty: 4772.636719
	Iteration 41Q: 3 clusters Score -1970759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1970765.250000 Penalty: 4772.636719
	Iteration 42Q: 3 clusters Score -1970765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1970770.875000 Penalty: 4772.636719
	Iteration 43Q: 3 clusters Score -1970771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1970775.625000 Penalty: 4772.636719
	Iteration 44Q: 3 clusters Score -1970776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1970781.375000 Penalty: 4772.636719
	Iteration 45Q: 3 clusters Score -1970781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1970783.375000 Penalty: 4772.636719
	Iteration 46Q: 3 clusters Score -1970783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1970783.875000 Penalty: 4772.636719
	Iteration 47Q: 3 clusters Score -1970784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1970787.250000 Penalty: 4772.636719
	Iteration 48Q: 3 clusters Score -1970787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1970785.625000 Penalty: 4772.636719
	Iteration 49Q: 3 clusters Score -1970786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1970786.125000 Penalty: 4772.636719
	Iteration 50Q: 3 clusters Score -1970786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1970786.125000 Penalty: 4772.636719
	Iteration 51F: 3 clusters Score -1970786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Entering Unmasked Estep 
Score: -3016710.500000 Penalty: 2509.282471
	Iteration 0F: 2 clusters Score -3016710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2999574.500000 Penalty: 5018.564941
	Iteration 0F: 3 clusters Score -2999574 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -3006081.500000 Penalty: 5018.564941
	Iteration 1F: 3 clusters Score -3006082 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3007188.500000 Penalty: 5018.564941
	Iteration 2F: 3 clusters Score -3007188 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -3008492.750000 Penalty: 5018.564941
	Iteration 3F: 3 clusters Score -3008493 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3009900.250000 Penalty: 5018.564941
	Iteration 4F: 3 clusters Score -3009900 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -3011154.250000 Penalty: 5018.564941
	Iteration 5F: 3 clusters Score -3011154 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -3012075.750000 Penalty: 5018.564941
	Iteration 6F: 3 clusters Score -3012076 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -3012664.750000 Penalty: 5018.564941
	Iteration 7Q: 3 clusters Score -3012665 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3013037.000000 Penalty: 5018.564941
	Iteration 8Q: 3 clusters Score -3013037 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -3013300.750000 Penalty: 5018.564941
	Iteration 9Q: 3 clusters Score -3013301 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -3013488.000000 Penalty: 5018.564941
	Iteration 10Q: 3 clusters Score -3013488 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -3013630.250000 Penalty: 5018.564941
	Iteration 11Q: 3 clusters Score -3013630 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3013762.750000 Penalty: 5018.564941
	Iteration 12Q: 3 clusters Score -3013763 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -3013862.750000 Penalty: 5018.564941
	Iteration 13Q: 3 clusters Score -3013863 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3013937.000000 Penalty: 5018.564941
	Iteration 14Q: 3 clusters Score -3013937 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -3013985.750000 Penalty: 5018.564941
	Iteration 15Q: 3 clusters Score -3013986 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -3014044.250000 Penalty: 5018.564941
	Iteration 16Q: 3 clusters Score -3014044 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -3014091.750000 Penalty: 5018.564941
	Iteration 17Q: 3 clusters Score -3014092 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -3014128.000000 Penalty: 5018.564941
	Iteration 18Q: 3 clusters Score -3014128 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3014149.250000 Penalty: 5018.564941
	Iteration 19Q: 3 clusters Score -3014149 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -3014171.500000 Penalty: 5018.564941
	Iteration 20F: 3 clusters Score -3014172 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -3014181.000000 Penalty: 5018.564941
	Iteration 21Q: 3 clusters Score -3014181 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3014196.750000 Penalty: 5018.564941
	Iteration 22Q: 3 clusters Score -3014197 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3014212.000000 Penalty: 5018.564941
	Iteration 23Q: 3 clusters Score -3014212 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -3014226.500000 Penalty: 5018.564941
	Iteration 24Q: 3 clusters Score -3014226 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -3014233.750000 Penalty: 5018.564941
	Iteration 25Q: 3 clusters Score -3014234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3014249.750000 Penalty: 5018.564941
	Iteration 26Q: 3 clusters Score -3014250 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -3014255.750000 Penalty: 5018.564941
	Iteration 27Q: 3 clusters Score -3014256 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -3014273.250000 Penalty: 5018.564941
	Iteration 28Q: 3 clusters Score -3014273 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3014275.750000 Penalty: 5018.564941
	Iteration 29Q: 3 clusters Score -3014276 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -3014283.000000 Penalty: 5018.564941
	Iteration 30Q: 3 clusters Score -3014283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -3014276.000000 Penalty: 5018.564941
	Iteration 31Q: 3 clusters Score -3014276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3014291.500000 Penalty: 5018.564941
	Iteration 32Q: 3 clusters Score -3014292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -3014289.250000 Penalty: 5018.564941
	Iteration 33Q: 3 clusters Score -3014289 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -3014292.500000 Penalty: 5018.564941
	Iteration 34Q: 3 clusters Score -3014292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -3014291.750000 Penalty: 5018.564941
	Iteration 35Q: 3 clusters Score -3014292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3014290.500000 Penalty: 5018.564941
	Iteration 36Q: 3 clusters Score -3014290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -3014310.500000 Penalty: 5018.564941
	Iteration 37Q: 3 clusters Score -3014310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -3014306.750000 Penalty: 5018.564941
	Iteration 38Q: 3 clusters Score -3014307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -3014317.750000 Penalty: 5018.564941
	Iteration 39Q: 3 clusters Score -3014318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -3014319.000000 Penalty: 5018.564941
	Iteration 40F: 3 clusters Score -3014319 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -3014322.750000 Penalty: 5018.564941
	Iteration 41Q: 3 clusters Score -3014323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -3014324.500000 Penalty: 5018.564941
	Iteration 42Q: 3 clusters Score -3014324 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -3014331.500000 Penalty: 5018.564941
	Iteration 43Q: 3 clusters Score -3014332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3014338.750000 Penalty: 5018.564941
	Iteration 44Q: 3 clusters Score -3014339 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3014352.750000 Penalty: 5018.564941
	Iteration 45Q: 3 clusters Score -3014353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -3014362.750000 Penalty: 5018.564941
	Iteration 46Q: 3 clusters Score -3014363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -3014369.500000 Penalty: 5018.564941
	Iteration 47Q: 3 clusters Score -3014370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -3014380.500000 Penalty: 5018.564941
	Iteration 48Q: 3 clusters Score -3014380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -3014385.750000 Penalty: 5018.564941
	Iteration 49Q: 3 clusters Score -3014386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -3014391.000000 Penalty: 5018.564941
	Iteration 50Q: 3 clusters Score -3014391 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -3014391.750000 Penalty: 5018.564941
	Iteration 51Q: 3 clusters Score -3014392 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3014401.250000 Penalty: 5018.564941
	Iteration 52Q: 3 clusters Score -3014401 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3014405.000000 Penalty: 5018.564941
	Iteration 53Q: 3 clusters Score -3014405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -3014408.750000 Penalty: 5018.564941
	Iteration 54Q: 3 clusters Score -3014409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -3014407.500000 Penalty: 5018.564941
	Iteration 55Q: 3 clusters Score -3014408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -3014414.750000 Penalty: 5018.564941
	Iteration 56Q: 3 clusters Score -3014415 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -3014419.000000 Penalty: 5018.564941
	Iteration 57Q: 3 clusters Score -3014419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -3014426.250000 Penalty: 5018.564941
	Iteration 58Q: 3 clusters Score -3014426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -3014426.250000 Penalty: 5018.564941
	Iteration 59Q: 3 clusters Score -3014426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3014427.000000 Penalty: 5018.564941
	Iteration 60F: 3 clusters Score -3014427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -3014445.250000 Penalty: 5018.564941
	Iteration 61Q: 3 clusters Score -3014445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3014446.750000 Penalty: 5018.564941
	Iteration 62Q: 3 clusters Score -3014447 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3014450.000000 Penalty: 5018.564941
	Iteration 63Q: 3 clusters Score -3014450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -3014455.500000 Penalty: 5018.564941
	Iteration 64Q: 3 clusters Score -3014456 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -3014464.750000 Penalty: 5018.564941
	Iteration 65Q: 3 clusters Score -3014465 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -3014474.750000 Penalty: 5018.564941
	Iteration 66Q: 3 clusters Score -3014475 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -3014477.750000 Penalty: 5018.564941
	Iteration 67Q: 3 clusters Score -3014478 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3014494.250000 Penalty: 5018.564941
	Iteration 68Q: 3 clusters Score -3014494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -3014506.000000 Penalty: 5018.564941
	Iteration 69Q: 3 clusters Score -3014506 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3014517.250000 Penalty: 5018.564941
	Iteration 70Q: 3 clusters Score -3014517 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -3014527.500000 Penalty: 5018.564941
	Iteration 71Q: 3 clusters Score -3014528 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -3014535.500000 Penalty: 5018.564941
	Iteration 72Q: 3 clusters Score -3014536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -3014541.750000 Penalty: 5018.564941
	Iteration 73Q: 3 clusters Score -3014542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3014555.000000 Penalty: 5018.564941
	Iteration 74Q: 3 clusters Score -3014555 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -3014553.750000 Penalty: 5018.564941
	Iteration 75Q: 3 clusters Score -3014554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3014562.500000 Penalty: 5018.564941
	Iteration 76Q: 3 clusters Score -3014562 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3014575.000000 Penalty: 5018.564941
	Iteration 77Q: 3 clusters Score -3014575 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -3014589.750000 Penalty: 5018.564941
	Iteration 78Q: 3 clusters Score -3014590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3014603.250000 Penalty: 5018.564941
	Iteration 79Q: 3 clusters Score -3014603 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3014615.250000 Penalty: 5018.564941
	Iteration 80F: 3 clusters Score -3014615 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -3014632.500000 Penalty: 5018.564941
	Iteration 81Q: 3 clusters Score -3014632 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3014644.250000 Penalty: 5018.564941
	Iteration 82Q: 3 clusters Score -3014644 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3014665.750000 Penalty: 5018.564941
	Iteration 83Q: 3 clusters Score -3014666 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3014677.000000 Penalty: 5018.564941
	Iteration 84Q: 3 clusters Score -3014677 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3014692.750000 Penalty: 5018.564941
	Iteration 85Q: 3 clusters Score -3014693 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3014718.250000 Penalty: 5018.564941
	Iteration 86Q: 3 clusters Score -3014718 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3014751.750000 Penalty: 5018.564941
	Iteration 87Q: 3 clusters Score -3014752 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3014782.250000 Penalty: 5018.564941
	Iteration 88Q: 3 clusters Score -3014782 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3014823.250000 Penalty: 5018.564941
	Iteration 89Q: 3 clusters Score -3014823 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3014856.250000 Penalty: 5018.564941
	Iteration 90Q: 3 clusters Score -3014856 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3014885.250000 Penalty: 5018.564941
	Iteration 91Q: 3 clusters Score -3014885 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3014916.000000 Penalty: 5018.564941
	Iteration 92Q: 3 clusters Score -3014916 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3014955.000000 Penalty: 5018.564941
	Iteration 93Q: 3 clusters Score -3014955 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3014981.750000 Penalty: 5018.564941
	Iteration 94Q: 3 clusters Score -3014982 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3015038.250000 Penalty: 5018.564941
	Iteration 95Q: 3 clusters Score -3015038 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3015078.000000 Penalty: 5018.564941
	Iteration 96Q: 3 clusters Score -3015078 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3015135.500000 Penalty: 5018.564941
	Iteration 97Q: 3 clusters Score -3015136 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3015176.500000 Penalty: 5018.564941
	Iteration 98Q: 3 clusters Score -3015176 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3015241.500000 Penalty: 5018.564941
	Iteration 99Q: 3 clusters Score -3015242 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3015340.750000 Penalty: 5018.564941
	Iteration 100F: 3 clusters Score -3015341 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3015443.500000 Penalty: 5018.564941
	Iteration 101Q: 3 clusters Score -3015444 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3015529.000000 Penalty: 5018.564941
	Iteration 102Q: 3 clusters Score -3015529 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3015597.000000 Penalty: 5018.564941
	Iteration 103Q: 3 clusters Score -3015597 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3015666.500000 Penalty: 5018.564941
	Iteration 104Q: 3 clusters Score -3015666 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3015716.250000 Penalty: 5018.564941
	Iteration 105Q: 3 clusters Score -3015716 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3015743.750000 Penalty: 5018.564941
	Iteration 106Q: 3 clusters Score -3015744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3015775.500000 Penalty: 5018.564941
	Iteration 107Q: 3 clusters Score -3015776 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3015804.750000 Penalty: 5018.564941
	Iteration 108Q: 3 clusters Score -3015805 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3015830.000000 Penalty: 5018.564941
	Iteration 109Q: 3 clusters Score -3015830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3015850.750000 Penalty: 5018.564941
	Iteration 110Q: 3 clusters Score -3015851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3015867.500000 Penalty: 5018.564941
	Iteration 111Q: 3 clusters Score -3015868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3015880.750000 Penalty: 5018.564941
	Iteration 112Q: 3 clusters Score -3015881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3015909.750000 Penalty: 5018.564941
	Iteration 113Q: 3 clusters Score -3015910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3015946.500000 Penalty: 5018.564941
	Iteration 114Q: 3 clusters Score -3015946 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3015994.750000 Penalty: 5018.564941
	Iteration 115Q: 3 clusters Score -3015995 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3016062.750000 Penalty: 5018.564941
	Iteration 116Q: 3 clusters Score -3016063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3016142.750000 Penalty: 5018.564941
	Iteration 117Q: 3 clusters Score -3016143 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3016252.750000 Penalty: 5018.564941
	Iteration 118Q: 3 clusters Score -3016253 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3016364.750000 Penalty: 5018.564941
	Iteration 119Q: 3 clusters Score -3016365 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3016414.500000 Penalty: 5018.564941
	Iteration 120F: 3 clusters Score -3016414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3016434.000000 Penalty: 5018.564941
	Iteration 121Q: 3 clusters Score -3016434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3016444.750000 Penalty: 5018.564941
	Iteration 122Q: 3 clusters Score -3016445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3016448.500000 Penalty: 5018.564941
	Iteration 123Q: 3 clusters Score -3016448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3016450.750000 Penalty: 5018.564941
	Iteration 124Q: 3 clusters Score -3016451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3016455.000000 Penalty: 5018.564941
	Iteration 125Q: 3 clusters Score -3016455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3016457.000000 Penalty: 5018.564941
	Iteration 126Q: 3 clusters Score -3016457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3016454.500000 Penalty: 5018.564941
	Iteration 127Q: 3 clusters Score -3016454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3016454.500000 Penalty: 5018.564941
	Iteration 128F: 3 clusters Score -3016454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Entering Unmasked Estep 
Score: -3194311.500000 Penalty: 2514.979492
	Iteration 0F: 2 clusters Score -3194312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3176738.000000 Penalty: 5029.958984
	Iteration 0F: 3 clusters Score -3176738 nChanged 11427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -3182802.750000 Penalty: 5029.958984
	Iteration 1F: 3 clusters Score -3182803 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3183376.750000 Penalty: 5029.958984
	Iteration 2F: 3 clusters Score -3183377 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3184155.250000 Penalty: 5029.958984
	Iteration 3Q: 3 clusters Score -3184155 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3185188.000000 Penalty: 5029.958984
	Iteration 4F: 3 clusters Score -3185188 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -3186293.500000 Penalty: 5029.958984
	Iteration 5F: 3 clusters Score -3186294 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3187296.250000 Penalty: 5029.958984
	Iteration 6F: 3 clusters Score -3187296 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -3188136.250000 Penalty: 5029.958984
	Iteration 7F: 3 clusters Score -3188136 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -3188784.750000 Penalty: 5029.958984
	Iteration 8F: 3 clusters Score -3188785 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -3189318.500000 Penalty: 5029.958984
	Iteration 9Q: 3 clusters Score -3189318 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -3189760.500000 Penalty: 5029.958984
	Iteration 10Q: 3 clusters Score -3189760 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3190157.750000 Penalty: 5029.958984
	Iteration 11Q: 3 clusters Score -3190158 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -3190516.500000 Penalty: 5029.958984
	Iteration 12Q: 3 clusters Score -3190516 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -3190820.000000 Penalty: 5029.958984
	Iteration 13Q: 3 clusters Score -3190820 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -3191138.250000 Penalty: 5029.958984
	Iteration 14Q: 3 clusters Score -3191138 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -3191451.000000 Penalty: 5029.958984
	Iteration 15Q: 3 clusters Score -3191451 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -3191814.500000 Penalty: 5029.958984
	Iteration 16Q: 3 clusters Score -3191814 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3192209.500000 Penalty: 5029.958984
	Iteration 17Q: 3 clusters Score -3192210 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3192662.000000 Penalty: 5029.958984
	Iteration 18Q: 3 clusters Score -3192662 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3193018.250000 Penalty: 5029.958984
	Iteration 19Q: 3 clusters Score -3193018 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3193313.750000 Penalty: 5029.958984
	Iteration 20F: 3 clusters Score -3193314 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3193514.500000 Penalty: 5029.958984
	Iteration 21Q: 3 clusters Score -3193514 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3193654.000000 Penalty: 5029.958984
	Iteration 22Q: 3 clusters Score -3193654 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3193726.750000 Penalty: 5029.958984
	Iteration 23Q: 3 clusters Score -3193727 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3193784.000000 Penalty: 5029.958984
	Iteration 24Q: 3 clusters Score -3193784 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3193820.750000 Penalty: 5029.958984
	Iteration 25Q: 3 clusters Score -3193821 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3193831.750000 Penalty: 5029.958984
	Iteration 26Q: 3 clusters Score -3193832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3193841.000000 Penalty: 5029.958984
	Iteration 27Q: 3 clusters Score -3193841 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3193857.250000 Penalty: 5029.958984
	Iteration 28Q: 3 clusters Score -3193857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3193865.000000 Penalty: 5029.958984
	Iteration 29Q: 3 clusters Score -3193865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3193875.750000 Penalty: 5029.958984
	Iteration 30Q: 3 clusters Score -3193876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3193879.750000 Penalty: 5029.958984
	Iteration 31Q: 3 clusters Score -3193880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3193879.750000 Penalty: 5029.958984
	Iteration 32Q: 3 clusters Score -3193880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3193895.250000 Penalty: 5029.958984
	Iteration 33Q: 3 clusters Score -3193895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3193900.750000 Penalty: 5029.958984
	Iteration 34Q: 3 clusters Score -3193901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3193900.750000 Penalty: 5029.958984
	Iteration 35Q: 3 clusters Score -3193901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3193908.000000 Penalty: 5029.958984
	Iteration 36Q: 3 clusters Score -3193908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3193905.000000 Penalty: 5029.958984
	Iteration 37Q: 3 clusters Score -3193905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3193905.000000 Penalty: 5029.958984
	Iteration 38Q: 3 clusters Score -3193905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3193911.750000 Penalty: 5029.958984
	Iteration 39Q: 3 clusters Score -3193912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3193907.000000 Penalty: 5029.958984
	Iteration 40F: 3 clusters Score -3193907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3193910.500000 Penalty: 5029.958984
	Iteration 41Q: 3 clusters Score -3193910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3193910.500000 Penalty: 5029.958984
	Iteration 42F: 3 clusters Score -3193910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Entering Unmasked Estep 
Score: -2606664.250000 Penalty: 2456.300293
	Iteration 0F: 2 clusters Score -2606664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2592602.000000 Penalty: 4912.600586
	Iteration 0F: 3 clusters Score -2592602 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2597295.500000 Penalty: 4912.600586
	Iteration 1F: 3 clusters Score -2597296 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2597742.250000 Penalty: 4912.600586
	Iteration 2F: 3 clusters Score -2597742 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2598122.000000 Penalty: 4912.600586
	Iteration 3Q: 3 clusters Score -2598122 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2598471.000000 Penalty: 4912.600586
	Iteration 4Q: 3 clusters Score -2598471 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2598771.000000 Penalty: 4912.600586
	Iteration 5Q: 3 clusters Score -2598771 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2599069.750000 Penalty: 4912.600586
	Iteration 6Q: 3 clusters Score -2599070 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2599352.000000 Penalty: 4912.600586
	Iteration 7Q: 3 clusters Score -2599352 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2599638.000000 Penalty: 4912.600586
	Iteration 8Q: 3 clusters Score -2599638 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2599949.750000 Penalty: 4912.600586
	Iteration 9Q: 3 clusters Score -2599950 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2600283.500000 Penalty: 4912.600586
	Iteration 10Q: 3 clusters Score -2600284 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2600726.750000 Penalty: 4912.600586
	Iteration 11Q: 3 clusters Score -2600727 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2601287.500000 Penalty: 4912.600586
	Iteration 12Q: 3 clusters Score -2601288 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2602021.250000 Penalty: 4912.600586
	Iteration 13Q: 3 clusters Score -2602021 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2602969.750000 Penalty: 4912.600586
	Iteration 14Q: 3 clusters Score -2602970 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2603857.750000 Penalty: 4912.600586
	Iteration 15Q: 3 clusters Score -2603858 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2604420.250000 Penalty: 4912.600586
	Iteration 16Q: 3 clusters Score -2604420 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2604718.750000 Penalty: 4912.600586
	Iteration 17Q: 3 clusters Score -2604719 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2604869.750000 Penalty: 4912.600586
	Iteration 18Q: 3 clusters Score -2604870 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2604943.500000 Penalty: 4912.600586
	Iteration 19Q: 3 clusters Score -2604944 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2604978.750000 Penalty: 4912.600586
	Iteration 20F: 3 clusters Score -2604979 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2605004.750000 Penalty: 4912.600586
	Iteration 21Q: 3 clusters Score -2605005 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2605034.000000 Penalty: 4912.600586
	Iteration 22Q: 3 clusters Score -2605034 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2605059.500000 Penalty: 4912.600586
	Iteration 23Q: 3 clusters Score -2605060 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2605074.000000 Penalty: 4912.600586
	Iteration 24Q: 3 clusters Score -2605074 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2605100.250000 Penalty: 4912.600586
	Iteration 25Q: 3 clusters Score -2605100 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2605116.250000 Penalty: 4912.600586
	Iteration 26Q: 3 clusters Score -2605116 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2605138.250000 Penalty: 4912.600586
	Iteration 27Q: 3 clusters Score -2605138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2605150.000000 Penalty: 4912.600586
	Iteration 28Q: 3 clusters Score -2605150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2605162.750000 Penalty: 4912.600586
	Iteration 29Q: 3 clusters Score -2605163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2605165.750000 Penalty: 4912.600586
	Iteration 30Q: 3 clusters Score -2605166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2605170.000000 Penalty: 4912.600586
	Iteration 31Q: 3 clusters Score -2605170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2605185.500000 Penalty: 4912.600586
	Iteration 32Q: 3 clusters Score -2605186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2605189.500000 Penalty: 4912.600586
	Iteration 33Q: 3 clusters Score -2605190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2605194.250000 Penalty: 4912.600586
	Iteration 34Q: 3 clusters Score -2605194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2605202.750000 Penalty: 4912.600586
	Iteration 35Q: 3 clusters Score -2605203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2605214.250000 Penalty: 4912.600586
	Iteration 36Q: 3 clusters Score -2605214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2605223.750000 Penalty: 4912.600586
	Iteration 37Q: 3 clusters Score -2605224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2605227.500000 Penalty: 4912.600586
	Iteration 38Q: 3 clusters Score -2605228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2605237.250000 Penalty: 4912.600586
	Iteration 39Q: 3 clusters Score -2605237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2605246.750000 Penalty: 4912.600586
	Iteration 40F: 3 clusters Score -2605247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2605247.000000 Penalty: 4912.600586
	Iteration 41Q: 3 clusters Score -2605247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2605251.500000 Penalty: 4912.600586
	Iteration 42Q: 3 clusters Score -2605252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2605255.250000 Penalty: 4912.600586
	Iteration 43Q: 3 clusters Score -2605255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2605259.000000 Penalty: 4912.600586
	Iteration 44Q: 3 clusters Score -2605259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2605266.250000 Penalty: 4912.600586
	Iteration 45Q: 3 clusters Score -2605266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2605279.500000 Penalty: 4912.600586
	Iteration 46Q: 3 clusters Score -2605280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2605285.750000 Penalty: 4912.600586
	Iteration 47Q: 3 clusters Score -2605286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2605286.000000 Penalty: 4912.600586
	Iteration 48Q: 3 clusters Score -2605286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2605292.750000 Penalty: 4912.600586
	Iteration 49Q: 3 clusters Score -2605293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2605295.750000 Penalty: 4912.600586
	Iteration 50Q: 3 clusters Score -2605296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2605301.000000 Penalty: 4912.600586
	Iteration 51Q: 3 clusters Score -2605301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2605299.500000 Penalty: 4912.600586
	Iteration 52Q: 3 clusters Score -2605300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2605303.750000 Penalty: 4912.600586
	Iteration 53Q: 3 clusters Score -2605304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2605312.500000 Penalty: 4912.600586
	Iteration 54Q: 3 clusters Score -2605312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2605316.750000 Penalty: 4912.600586
	Iteration 55Q: 3 clusters Score -2605317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2605319.750000 Penalty: 4912.600586
	Iteration 56Q: 3 clusters Score -2605320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2605321.500000 Penalty: 4912.600586
	Iteration 57Q: 3 clusters Score -2605322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2605322.000000 Penalty: 4912.600586
	Iteration 58Q: 3 clusters Score -2605322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2605328.500000 Penalty: 4912.600586
	Iteration 59Q: 3 clusters Score -2605328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2605321.000000 Penalty: 4912.600586
	Iteration 60F: 3 clusters Score -2605321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2605336.000000 Penalty: 4912.600586
	Iteration 61Q: 3 clusters Score -2605336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2605340.000000 Penalty: 4912.600586
	Iteration 62Q: 3 clusters Score -2605340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2605353.250000 Penalty: 4912.600586
	Iteration 63Q: 3 clusters Score -2605353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2605359.000000 Penalty: 4912.600586
	Iteration 64Q: 3 clusters Score -2605359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2605368.750000 Penalty: 4912.600586
	Iteration 65Q: 3 clusters Score -2605369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2605376.500000 Penalty: 4912.600586
	Iteration 66Q: 3 clusters Score -2605376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2605383.500000 Penalty: 4912.600586
	Iteration 67Q: 3 clusters Score -2605384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2605390.250000 Penalty: 4912.600586
	Iteration 68Q: 3 clusters Score -2605390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2605398.250000 Penalty: 4912.600586
	Iteration 69Q: 3 clusters Score -2605398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2605402.750000 Penalty: 4912.600586
	Iteration 70Q: 3 clusters Score -2605403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2605403.000000 Penalty: 4912.600586
	Iteration 71Q: 3 clusters Score -2605403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2605415.000000 Penalty: 4912.600586
	Iteration 72Q: 3 clusters Score -2605415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2605425.500000 Penalty: 4912.600586
	Iteration 73Q: 3 clusters Score -2605426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2605439.750000 Penalty: 4912.600586
	Iteration 74Q: 3 clusters Score -2605440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2605444.750000 Penalty: 4912.600586
	Iteration 75Q: 3 clusters Score -2605445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2605448.000000 Penalty: 4912.600586
	Iteration 76Q: 3 clusters Score -2605448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2605457.000000 Penalty: 4912.600586
	Iteration 77Q: 3 clusters Score -2605457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2605465.750000 Penalty: 4912.600586
	Iteration 78Q: 3 clusters Score -2605466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2605470.250000 Penalty: 4912.600586
	Iteration 79Q: 3 clusters Score -2605470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2605478.000000 Penalty: 4912.600586
	Iteration 80F: 3 clusters Score -2605478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2605484.000000 Penalty: 4912.600586
	Iteration 81Q: 3 clusters Score -2605484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2605487.750000 Penalty: 4912.600586
	Iteration 82Q: 3 clusters Score -2605488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2605496.750000 Penalty: 4912.600586
	Iteration 83Q: 3 clusters Score -2605497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2605505.250000 Penalty: 4912.600586
	Iteration 84Q: 3 clusters Score -2605505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2605506.500000 Penalty: 4912.600586
	Iteration 85Q: 3 clusters Score -2605506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2605509.750000 Penalty: 4912.600586
	Iteration 86Q: 3 clusters Score -2605510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2605512.250000 Penalty: 4912.600586
	Iteration 87Q: 3 clusters Score -2605512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2605517.500000 Penalty: 4912.600586
	Iteration 88Q: 3 clusters Score -2605518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2605518.000000 Penalty: 4912.600586
	Iteration 89Q: 3 clusters Score -2605518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2605515.750000 Penalty: 4912.600586
	Iteration 90Q: 3 clusters Score -2605516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2605528.500000 Penalty: 4912.600586
	Iteration 91Q: 3 clusters Score -2605528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2605525.750000 Penalty: 4912.600586
	Iteration 92Q: 3 clusters Score -2605526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2605528.500000 Penalty: 4912.600586
	Iteration 93Q: 3 clusters Score -2605528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2605526.750000 Penalty: 4912.600586
	Iteration 94Q: 3 clusters Score -2605527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2605531.250000 Penalty: 4912.600586
	Iteration 95Q: 3 clusters Score -2605531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2605533.000000 Penalty: 4912.600586
	Iteration 96Q: 3 clusters Score -2605533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2605529.750000 Penalty: 4912.600586
	Iteration 97Q: 3 clusters Score -2605530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2605534.500000 Penalty: 4912.600586
	Iteration 98Q: 3 clusters Score -2605534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2605538.250000 Penalty: 4912.600586
	Iteration 99Q: 3 clusters Score -2605538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2605542.000000 Penalty: 4912.600586
	Iteration 100F: 3 clusters Score -2605542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2605540.750000 Penalty: 4912.600586
	Iteration 101Q: 3 clusters Score -2605541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2605539.250000 Penalty: 4912.600586
	Iteration 102Q: 3 clusters Score -2605539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2605539.250000 Penalty: 4912.600586
	Iteration 103F: 3 clusters Score -2605539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Entering Unmasked Estep 
Score: -1070633.625000 Penalty: 2242.044189
	Iteration 0F: 2 clusters Score -1070634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1063959.250000 Penalty: 4484.088379
	Iteration 0F: 3 clusters Score -1063959 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1065866.750000 Penalty: 4484.088379
	Iteration 1F: 3 clusters Score -1065867 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1066149.250000 Penalty: 4484.088379
	Iteration 2F: 3 clusters Score -1066149 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1066394.875000 Penalty: 4484.088379
	Iteration 3F: 3 clusters Score -1066395 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1066653.000000 Penalty: 4484.088379
	Iteration 4Q: 3 clusters Score -1066653 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1066934.125000 Penalty: 4484.088379
	Iteration 5Q: 3 clusters Score -1066934 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1067243.000000 Penalty: 4484.088379
	Iteration 6Q: 3 clusters Score -1067243 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1067602.000000 Penalty: 4484.088379
	Iteration 7F: 3 clusters Score -1067602 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1068020.750000 Penalty: 4484.088379
	Iteration 8F: 3 clusters Score -1068021 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1068406.625000 Penalty: 4484.088379
	Iteration 9F: 3 clusters Score -1068407 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1068696.750000 Penalty: 4484.088379
	Iteration 10Q: 3 clusters Score -1068697 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1068880.375000 Penalty: 4484.088379
	Iteration 11Q: 3 clusters Score -1068880 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1068969.250000 Penalty: 4484.088379
	Iteration 12Q: 3 clusters Score -1068969 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1069035.250000 Penalty: 4484.088379
	Iteration 13Q: 3 clusters Score -1069035 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1069070.125000 Penalty: 4484.088379
	Iteration 14Q: 3 clusters Score -1069070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1069094.000000 Penalty: 4484.088379
	Iteration 15Q: 3 clusters Score -1069094 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1069105.000000 Penalty: 4484.088379
	Iteration 16Q: 3 clusters Score -1069105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1069111.750000 Penalty: 4484.088379
	Iteration 17Q: 3 clusters Score -1069112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1069112.750000 Penalty: 4484.088379
	Iteration 18Q: 3 clusters Score -1069113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1069120.875000 Penalty: 4484.088379
	Iteration 19Q: 3 clusters Score -1069121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1069128.625000 Penalty: 4484.088379
	Iteration 20F: 3 clusters Score -1069129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1069135.125000 Penalty: 4484.088379
	Iteration 21Q: 3 clusters Score -1069135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1069139.250000 Penalty: 4484.088379
	Iteration 22Q: 3 clusters Score -1069139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1069146.875000 Penalty: 4484.088379
	Iteration 23Q: 3 clusters Score -1069147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1069160.125000 Penalty: 4484.088379
	Iteration 24Q: 3 clusters Score -1069160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1069175.500000 Penalty: 4484.088379
	Iteration 25Q: 3 clusters Score -1069176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1069190.375000 Penalty: 4484.088379
	Iteration 26Q: 3 clusters Score -1069190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1069207.000000 Penalty: 4484.088379
	Iteration 27Q: 3 clusters Score -1069207 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1069218.250000 Penalty: 4484.088379
	Iteration 28Q: 3 clusters Score -1069218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1069228.375000 Penalty: 4484.088379
	Iteration 29Q: 3 clusters Score -1069228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1069240.500000 Penalty: 4484.088379
	Iteration 30Q: 3 clusters Score -1069240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1069256.625000 Penalty: 4484.088379
	Iteration 31Q: 3 clusters Score -1069257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1069273.125000 Penalty: 4484.088379
	Iteration 32Q: 3 clusters Score -1069273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1069283.125000 Penalty: 4484.088379
	Iteration 33Q: 3 clusters Score -1069283 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1069298.875000 Penalty: 4484.088379
	Iteration 34Q: 3 clusters Score -1069299 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1069311.750000 Penalty: 4484.088379
	Iteration 35Q: 3 clusters Score -1069312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1069322.500000 Penalty: 4484.088379
	Iteration 36Q: 3 clusters Score -1069322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1069328.750000 Penalty: 4484.088379
	Iteration 37Q: 3 clusters Score -1069329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1069339.500000 Penalty: 4484.088379
	Iteration 38Q: 3 clusters Score -1069340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1069346.375000 Penalty: 4484.088379
	Iteration 39Q: 3 clusters Score -1069346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1069355.250000 Penalty: 4484.088379
	Iteration 40F: 3 clusters Score -1069355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1069363.500000 Penalty: 4484.088379
	Iteration 41Q: 3 clusters Score -1069364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1069366.250000 Penalty: 4484.088379
	Iteration 42Q: 3 clusters Score -1069366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1069371.125000 Penalty: 4484.088379
	Iteration 43Q: 3 clusters Score -1069371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1069375.875000 Penalty: 4484.088379
	Iteration 44Q: 3 clusters Score -1069376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1069379.875000 Penalty: 4484.088379
	Iteration 45Q: 3 clusters Score -1069380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1069385.250000 Penalty: 4484.088379
	Iteration 46Q: 3 clusters Score -1069385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1069390.750000 Penalty: 4484.088379
	Iteration 47Q: 3 clusters Score -1069391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1069400.375000 Penalty: 4484.088379
	Iteration 48Q: 3 clusters Score -1069400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1069407.625000 Penalty: 4484.088379
	Iteration 49Q: 3 clusters Score -1069408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1069416.500000 Penalty: 4484.088379
	Iteration 50Q: 3 clusters Score -1069416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1069427.250000 Penalty: 4484.088379
	Iteration 51Q: 3 clusters Score -1069427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1069436.500000 Penalty: 4484.088379
	Iteration 52Q: 3 clusters Score -1069436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1069445.250000 Penalty: 4484.088379
	Iteration 53Q: 3 clusters Score -1069445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1069458.125000 Penalty: 4484.088379
	Iteration 54Q: 3 clusters Score -1069458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1069470.375000 Penalty: 4484.088379
	Iteration 55Q: 3 clusters Score -1069470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1069481.250000 Penalty: 4484.088379
	Iteration 56Q: 3 clusters Score -1069481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1069490.125000 Penalty: 4484.088379
	Iteration 57Q: 3 clusters Score -1069490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1069501.000000 Penalty: 4484.088379
	Iteration 58Q: 3 clusters Score -1069501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1069515.875000 Penalty: 4484.088379
	Iteration 59Q: 3 clusters Score -1069516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1069526.500000 Penalty: 4484.088379
	Iteration 60F: 3 clusters Score -1069526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1069535.000000 Penalty: 4484.088379
	Iteration 61Q: 3 clusters Score -1069535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1069541.250000 Penalty: 4484.088379
	Iteration 62Q: 3 clusters Score -1069541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1069548.500000 Penalty: 4484.088379
	Iteration 63Q: 3 clusters Score -1069548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1069554.875000 Penalty: 4484.088379
	Iteration 64Q: 3 clusters Score -1069555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1069557.000000 Penalty: 4484.088379
	Iteration 65Q: 3 clusters Score -1069557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1069561.625000 Penalty: 4484.088379
	Iteration 66Q: 3 clusters Score -1069562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1069562.375000 Penalty: 4484.088379
	Iteration 67Q: 3 clusters Score -1069562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1069564.875000 Penalty: 4484.088379
	Iteration 68Q: 3 clusters Score -1069565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1069563.750000 Penalty: 4484.088379
	Iteration 69Q: 3 clusters Score -1069564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1069565.625000 Penalty: 4484.088379
	Iteration 70Q: 3 clusters Score -1069566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1069564.250000 Penalty: 4484.088379
	Iteration 71Q: 3 clusters Score -1069564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1069564.500000 Penalty: 4484.088379
	Iteration 72Q: 3 clusters Score -1069564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1069564.500000 Penalty: 4484.088379
	Iteration 73Q: 3 clusters Score -1069564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1069564.750000 Penalty: 4484.088379
	Iteration 74Q: 3 clusters Score -1069565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1069565.875000 Penalty: 4484.088379
	Iteration 75Q: 3 clusters Score -1069566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1069565.875000 Penalty: 4484.088379
	Iteration 76F: 3 clusters Score -1069566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Entering Unmasked Estep 
Score: -1180550.000000 Penalty: 2288.661621
	Iteration 0F: 2 clusters Score -1180550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1172813.125000 Penalty: 4577.323242
	Iteration 0F: 3 clusters Score -1172813 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1175267.625000 Penalty: 4577.323242
	Iteration 1F: 3 clusters Score -1175268 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1175876.625000 Penalty: 4577.323242
	Iteration 2F: 3 clusters Score -1175877 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1176454.000000 Penalty: 4577.323242
	Iteration 3F: 3 clusters Score -1176454 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1176990.500000 Penalty: 4577.323242
	Iteration 4F: 3 clusters Score -1176990 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1177418.125000 Penalty: 4577.323242
	Iteration 5F: 3 clusters Score -1177418 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1177766.000000 Penalty: 4577.323242
	Iteration 6F: 3 clusters Score -1177766 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1178014.500000 Penalty: 4577.323242
	Iteration 7Q: 3 clusters Score -1178014 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1178201.750000 Penalty: 4577.323242
	Iteration 8Q: 3 clusters Score -1178202 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1178320.125000 Penalty: 4577.323242
	Iteration 9Q: 3 clusters Score -1178320 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1178389.375000 Penalty: 4577.323242
	Iteration 10Q: 3 clusters Score -1178389 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1178457.000000 Penalty: 4577.323242
	Iteration 11Q: 3 clusters Score -1178457 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1178506.125000 Penalty: 4577.323242
	Iteration 12Q: 3 clusters Score -1178506 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1178551.375000 Penalty: 4577.323242
	Iteration 13Q: 3 clusters Score -1178551 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1178587.625000 Penalty: 4577.323242
	Iteration 14Q: 3 clusters Score -1178588 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1178624.000000 Penalty: 4577.323242
	Iteration 15Q: 3 clusters Score -1178624 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1178656.625000 Penalty: 4577.323242
	Iteration 16Q: 3 clusters Score -1178657 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1178685.375000 Penalty: 4577.323242
	Iteration 17Q: 3 clusters Score -1178685 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1178716.625000 Penalty: 4577.323242
	Iteration 18Q: 3 clusters Score -1178717 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1178758.250000 Penalty: 4577.323242
	Iteration 19Q: 3 clusters Score -1178758 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1178794.750000 Penalty: 4577.323242
	Iteration 20F: 3 clusters Score -1178795 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1178847.500000 Penalty: 4577.323242
	Iteration 21Q: 3 clusters Score -1178848 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1178910.750000 Penalty: 4577.323242
	Iteration 22Q: 3 clusters Score -1178911 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1178989.375000 Penalty: 4577.323242
	Iteration 23Q: 3 clusters Score -1178989 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1179070.875000 Penalty: 4577.323242
	Iteration 24Q: 3 clusters Score -1179071 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1179147.750000 Penalty: 4577.323242
	Iteration 25Q: 3 clusters Score -1179148 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1179213.875000 Penalty: 4577.323242
	Iteration 26Q: 3 clusters Score -1179214 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1179272.625000 Penalty: 4577.323242
	Iteration 27Q: 3 clusters Score -1179273 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1179310.500000 Penalty: 4577.323242
	Iteration 28Q: 3 clusters Score -1179310 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1179336.375000 Penalty: 4577.323242
	Iteration 29Q: 3 clusters Score -1179336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1179352.750000 Penalty: 4577.323242
	Iteration 30Q: 3 clusters Score -1179353 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1179369.125000 Penalty: 4577.323242
	Iteration 31Q: 3 clusters Score -1179369 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1179378.875000 Penalty: 4577.323242
	Iteration 32Q: 3 clusters Score -1179379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1179385.000000 Penalty: 4577.323242
	Iteration 33Q: 3 clusters Score -1179385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1179386.875000 Penalty: 4577.323242
	Iteration 34Q: 3 clusters Score -1179387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1179396.500000 Penalty: 4577.323242
	Iteration 35Q: 3 clusters Score -1179396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1179400.125000 Penalty: 4577.323242
	Iteration 36Q: 3 clusters Score -1179400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1179402.250000 Penalty: 4577.323242
	Iteration 37Q: 3 clusters Score -1179402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1179403.875000 Penalty: 4577.323242
	Iteration 38Q: 3 clusters Score -1179404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1179404.625000 Penalty: 4577.323242
	Iteration 39Q: 3 clusters Score -1179405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1179409.500000 Penalty: 4577.323242
	Iteration 40F: 3 clusters Score -1179410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1179417.750000 Penalty: 4577.323242
	Iteration 41Q: 3 clusters Score -1179418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1179419.750000 Penalty: 4577.323242
	Iteration 42Q: 3 clusters Score -1179420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1179422.625000 Penalty: 4577.323242
	Iteration 43Q: 3 clusters Score -1179423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1179431.625000 Penalty: 4577.323242
	Iteration 44Q: 3 clusters Score -1179432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1179430.500000 Penalty: 4577.323242
	Iteration 45Q: 3 clusters Score -1179430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1179430.000000 Penalty: 4577.323242
	Iteration 46Q: 3 clusters Score -1179430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1179433.000000 Penalty: 4577.323242
	Iteration 47Q: 3 clusters Score -1179433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1179432.875000 Penalty: 4577.323242
	Iteration 48Q: 3 clusters Score -1179433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1179434.375000 Penalty: 4577.323242
	Iteration 49Q: 3 clusters Score -1179434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1179438.625000 Penalty: 4577.323242
	Iteration 50Q: 3 clusters Score -1179439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1179440.000000 Penalty: 4577.323242
	Iteration 51Q: 3 clusters Score -1179440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1179441.375000 Penalty: 4577.323242
	Iteration 52Q: 3 clusters Score -1179441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1179445.875000 Penalty: 4577.323242
	Iteration 53Q: 3 clusters Score -1179446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1179445.875000 Penalty: 4577.323242
	Iteration 54Q: 3 clusters Score -1179446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1179447.875000 Penalty: 4577.323242
	Iteration 55Q: 3 clusters Score -1179448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1179448.875000 Penalty: 4577.323242
	Iteration 56Q: 3 clusters Score -1179449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1179446.375000 Penalty: 4577.323242
	Iteration 57Q: 3 clusters Score -1179446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1179446.125000 Penalty: 4577.323242
	Iteration 58Q: 3 clusters Score -1179446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1179446.125000 Penalty: 4577.323242
	Iteration 59Q: 3 clusters Score -1179446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1179446.125000 Penalty: 4577.323242
	Iteration 60F: 3 clusters Score -1179446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Entering Unmasked Estep 
Score: -585326.125000 Penalty: 2087.234375
	Iteration 0F: 2 clusters Score -585326.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -581084.375000 Penalty: 4174.468750
	Iteration 0F: 3 clusters Score -581084.4 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -582049.375000 Penalty: 4174.468750
	Iteration 1F: 3 clusters Score -582049.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -582249.875000 Penalty: 4174.468750
	Iteration 2F: 3 clusters Score -582249.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -582362.187500 Penalty: 4174.468750
	Iteration 3Q: 3 clusters Score -582362.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -582450.625000 Penalty: 4174.468750
	Iteration 4Q: 3 clusters Score -582450.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -582524.875000 Penalty: 4174.468750
	Iteration 5Q: 3 clusters Score -582524.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -582581.250000 Penalty: 4174.468750
	Iteration 6Q: 3 clusters Score -582581.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -582624.562500 Penalty: 4174.468750
	Iteration 7Q: 3 clusters Score -582624.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -582667.000000 Penalty: 4174.468750
	Iteration 8Q: 3 clusters Score -582667 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -582702.500000 Penalty: 4174.468750
	Iteration 9Q: 3 clusters Score -582702.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -582738.312500 Penalty: 4174.468750
	Iteration 10Q: 3 clusters Score -582738.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -582767.625000 Penalty: 4174.468750
	Iteration 11Q: 3 clusters Score -582767.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -582789.250000 Penalty: 4174.468750
	Iteration 12Q: 3 clusters Score -582789.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -582808.625000 Penalty: 4174.468750
	Iteration 13Q: 3 clusters Score -582808.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -582829.375000 Penalty: 4174.468750
	Iteration 14Q: 3 clusters Score -582829.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -582847.000000 Penalty: 4174.468750
	Iteration 15Q: 3 clusters Score -582847 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -582866.437500 Penalty: 4174.468750
	Iteration 16Q: 3 clusters Score -582866.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -582883.125000 Penalty: 4174.468750
	Iteration 17Q: 3 clusters Score -582883.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -582907.125000 Penalty: 4174.468750
	Iteration 18Q: 3 clusters Score -582907.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -582937.437500 Penalty: 4174.468750
	Iteration 19Q: 3 clusters Score -582937.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -582966.187500 Penalty: 4174.468750
	Iteration 20F: 3 clusters Score -582966.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -582999.750000 Penalty: 4174.468750
	Iteration 21Q: 3 clusters Score -582999.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -583028.812500 Penalty: 4174.468750
	Iteration 22Q: 3 clusters Score -583028.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -583062.625000 Penalty: 4174.468750
	Iteration 23Q: 3 clusters Score -583062.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -583104.062500 Penalty: 4174.468750
	Iteration 24Q: 3 clusters Score -583104.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -583143.875000 Penalty: 4174.468750
	Iteration 25Q: 3 clusters Score -583143.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -583178.375000 Penalty: 4174.468750
	Iteration 26Q: 3 clusters Score -583178.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -583216.375000 Penalty: 4174.468750
	Iteration 27Q: 3 clusters Score -583216.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -583252.875000 Penalty: 4174.468750
	Iteration 28Q: 3 clusters Score -583252.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -583291.687500 Penalty: 4174.468750
	Iteration 29Q: 3 clusters Score -583291.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -583322.562500 Penalty: 4174.468750
	Iteration 30Q: 3 clusters Score -583322.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -583358.687500 Penalty: 4174.468750
	Iteration 31Q: 3 clusters Score -583358.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -583383.062500 Penalty: 4174.468750
	Iteration 32Q: 3 clusters Score -583383.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -583414.625000 Penalty: 4174.468750
	Iteration 33Q: 3 clusters Score -583414.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -583443.062500 Penalty: 4174.468750
	Iteration 34Q: 3 clusters Score -583443.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -583460.687500 Penalty: 4174.468750
	Iteration 35Q: 3 clusters Score -583460.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -583478.937500 Penalty: 4174.468750
	Iteration 36Q: 3 clusters Score -583478.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -583490.437500 Penalty: 4174.468750
	Iteration 37Q: 3 clusters Score -583490.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -583503.000000 Penalty: 4174.468750
	Iteration 38Q: 3 clusters Score -583503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -583511.812500 Penalty: 4174.468750
	Iteration 39Q: 3 clusters Score -583511.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -583526.500000 Penalty: 4174.468750
	Iteration 40F: 3 clusters Score -583526.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -583535.500000 Penalty: 4174.468750
	Iteration 41Q: 3 clusters Score -583535.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -583540.750000 Penalty: 4174.468750
	Iteration 42Q: 3 clusters Score -583540.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -583548.937500 Penalty: 4174.468750
	Iteration 43Q: 3 clusters Score -583548.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -583555.125000 Penalty: 4174.468750
	Iteration 44Q: 3 clusters Score -583555.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -583559.687500 Penalty: 4174.468750
	Iteration 45Q: 3 clusters Score -583559.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -583563.250000 Penalty: 4174.468750
	Iteration 46Q: 3 clusters Score -583563.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -583568.687500 Penalty: 4174.468750
	Iteration 47Q: 3 clusters Score -583568.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -583572.187500 Penalty: 4174.468750
	Iteration 48Q: 3 clusters Score -583572.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -583575.062500 Penalty: 4174.468750
	Iteration 49Q: 3 clusters Score -583575.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -583579.187500 Penalty: 4174.468750
	Iteration 50Q: 3 clusters Score -583579.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -583581.937500 Penalty: 4174.468750
	Iteration 51Q: 3 clusters Score -583581.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -583585.125000 Penalty: 4174.468750
	Iteration 52Q: 3 clusters Score -583585.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -583587.437500 Penalty: 4174.468750
	Iteration 53Q: 3 clusters Score -583587.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -583591.437500 Penalty: 4174.468750
	Iteration 54Q: 3 clusters Score -583591.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -583594.937500 Penalty: 4174.468750
	Iteration 55Q: 3 clusters Score -583594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -583596.187500 Penalty: 4174.468750
	Iteration 56Q: 3 clusters Score -583596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -583596.312500 Penalty: 4174.468750
	Iteration 57Q: 3 clusters Score -583596.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -583597.625000 Penalty: 4174.468750
	Iteration 58Q: 3 clusters Score -583597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -583600.625000 Penalty: 4174.468750
	Iteration 59Q: 3 clusters Score -583600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -583601.812500 Penalty: 4174.468750
	Iteration 60F: 3 clusters Score -583601.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -583602.187500 Penalty: 4174.468750
	Iteration 61Q: 3 clusters Score -583602.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -583602.187500 Penalty: 4174.468750
	Iteration 62F: 3 clusters Score -583602.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -25984.333984 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -25984.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24923.339844 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -24923.34 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25407.123047 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -25407.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25606.939453 Penalty: 2867.248779
	Iteration 2F: 3 clusters Score -25606.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -25736.580078 Penalty: 2867.248779
	Iteration 3F: 3 clusters Score -25736.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -25832.480469 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -25832.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -25924.617188 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -25924.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -25933.216797 Penalty: 2867.248779
	Iteration 6Q: 3 clusters Score -25933.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -25965.357422 Penalty: 2867.248779
	Iteration 7Q: 3 clusters Score -25965.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -25970.609375 Penalty: 2867.248779
	Iteration 8Q: 3 clusters Score -25970.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -25970.609375 Penalty: 2867.248779
	Iteration 9F: 3 clusters Score -25970.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -89136.710938 Penalty: 1640.119263
	Iteration 0F: 2 clusters Score -89136.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -87355.117188 Penalty: 3280.238525
	Iteration 0F: 3 clusters Score -87355.12 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -87596.812500 Penalty: 3280.238525
	Iteration 1F: 3 clusters Score -87596.81 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -87710.421875 Penalty: 3280.238525
	Iteration 2F: 3 clusters Score -87710.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87781.953125 Penalty: 3280.238525
	Iteration 3Q: 3 clusters Score -87781.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87828.859375 Penalty: 3280.238525
	Iteration 4Q: 3 clusters Score -87828.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -87858.234375 Penalty: 3280.238525
	Iteration 5Q: 3 clusters Score -87858.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -87900.320312 Penalty: 3280.238525
	Iteration 6Q: 3 clusters Score -87900.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87931.023438 Penalty: 3280.238525
	Iteration 7Q: 3 clusters Score -87931.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87952.062500 Penalty: 3280.238525
	Iteration 8Q: 3 clusters Score -87952.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87960.546875 Penalty: 3280.238525
	Iteration 9Q: 3 clusters Score -87960.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -87965.734375 Penalty: 3280.238525
	Iteration 10Q: 3 clusters Score -87965.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87975.882812 Penalty: 3280.238525
	Iteration 11Q: 3 clusters Score -87975.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87979.242188 Penalty: 3280.238525
	Iteration 12Q: 3 clusters Score -87979.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -87980.523438 Penalty: 3280.238525
	Iteration 13Q: 3 clusters Score -87980.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -87983.843750 Penalty: 3280.238525
	Iteration 14Q: 3 clusters Score -87983.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -87985.289062 Penalty: 3280.238525
	Iteration 15Q: 3 clusters Score -87985.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -87985.289062 Penalty: 3280.238525
	Iteration 16F: 3 clusters Score -87985.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Entering Unmasked Estep 
Score: -1528056.125000 Penalty: 2337.031494
	Iteration 0F: 2 clusters Score -1528056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1518800.625000 Penalty: 4674.062988
	Iteration 0F: 3 clusters Score -1518801 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1521688.625000 Penalty: 4674.062988
	Iteration 1F: 3 clusters Score -1521689 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1522069.875000 Penalty: 4674.062988
	Iteration 2F: 3 clusters Score -1522070 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1522415.000000 Penalty: 4674.062988
	Iteration 3F: 3 clusters Score -1522415 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1522720.500000 Penalty: 4674.062988
	Iteration 4F: 3 clusters Score -1522720 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1523022.375000 Penalty: 4674.062988
	Iteration 5Q: 3 clusters Score -1523022 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1523317.000000 Penalty: 4674.062988
	Iteration 6Q: 3 clusters Score -1523317 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1523596.500000 Penalty: 4674.062988
	Iteration 7Q: 3 clusters Score -1523596 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1523866.750000 Penalty: 4674.062988
	Iteration 8Q: 3 clusters Score -1523867 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1524127.250000 Penalty: 4674.062988
	Iteration 9Q: 3 clusters Score -1524127 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1524363.375000 Penalty: 4674.062988
	Iteration 10Q: 3 clusters Score -1524363 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1524586.000000 Penalty: 4674.062988
	Iteration 11Q: 3 clusters Score -1524586 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1524779.250000 Penalty: 4674.062988
	Iteration 12Q: 3 clusters Score -1524779 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1524941.125000 Penalty: 4674.062988
	Iteration 13Q: 3 clusters Score -1524941 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1525083.125000 Penalty: 4674.062988
	Iteration 14Q: 3 clusters Score -1525083 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1525209.250000 Penalty: 4674.062988
	Iteration 15Q: 3 clusters Score -1525209 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1525310.000000 Penalty: 4674.062988
	Iteration 16Q: 3 clusters Score -1525310 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1525387.125000 Penalty: 4674.062988
	Iteration 17Q: 3 clusters Score -1525387 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1525450.250000 Penalty: 4674.062988
	Iteration 18Q: 3 clusters Score -1525450 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1525508.375000 Penalty: 4674.062988
	Iteration 19Q: 3 clusters Score -1525508 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1525551.000000 Penalty: 4674.062988
	Iteration 20F: 3 clusters Score -1525551 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1525598.875000 Penalty: 4674.062988
	Iteration 21Q: 3 clusters Score -1525599 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1525658.625000 Penalty: 4674.062988
	Iteration 22Q: 3 clusters Score -1525659 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1525709.875000 Penalty: 4674.062988
	Iteration 23Q: 3 clusters Score -1525710 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1525748.875000 Penalty: 4674.062988
	Iteration 24Q: 3 clusters Score -1525749 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1525785.000000 Penalty: 4674.062988
	Iteration 25Q: 3 clusters Score -1525785 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1525819.000000 Penalty: 4674.062988
	Iteration 26Q: 3 clusters Score -1525819 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1525869.875000 Penalty: 4674.062988
	Iteration 27Q: 3 clusters Score -1525870 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1525906.625000 Penalty: 4674.062988
	Iteration 28Q: 3 clusters Score -1525907 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1525945.000000 Penalty: 4674.062988
	Iteration 29Q: 3 clusters Score -1525945 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1525974.625000 Penalty: 4674.062988
	Iteration 30Q: 3 clusters Score -1525975 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1525997.625000 Penalty: 4674.062988
	Iteration 31Q: 3 clusters Score -1525998 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1526011.375000 Penalty: 4674.062988
	Iteration 32Q: 3 clusters Score -1526011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1526021.250000 Penalty: 4674.062988
	Iteration 33Q: 3 clusters Score -1526021 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1526040.125000 Penalty: 4674.062988
	Iteration 34Q: 3 clusters Score -1526040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1526056.125000 Penalty: 4674.062988
	Iteration 35Q: 3 clusters Score -1526056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1526065.375000 Penalty: 4674.062988
	Iteration 36Q: 3 clusters Score -1526065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1526076.750000 Penalty: 4674.062988
	Iteration 37Q: 3 clusters Score -1526077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1526087.125000 Penalty: 4674.062988
	Iteration 38Q: 3 clusters Score -1526087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1526106.250000 Penalty: 4674.062988
	Iteration 39Q: 3 clusters Score -1526106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1526121.750000 Penalty: 4674.062988
	Iteration 40F: 3 clusters Score -1526122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1526125.125000 Penalty: 4674.062988
	Iteration 41Q: 3 clusters Score -1526125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1526138.750000 Penalty: 4674.062988
	Iteration 42Q: 3 clusters Score -1526139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1526149.875000 Penalty: 4674.062988
	Iteration 43Q: 3 clusters Score -1526150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1526157.625000 Penalty: 4674.062988
	Iteration 44Q: 3 clusters Score -1526158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1526180.250000 Penalty: 4674.062988
	Iteration 45Q: 3 clusters Score -1526180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1526195.250000 Penalty: 4674.062988
	Iteration 46Q: 3 clusters Score -1526195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1526209.500000 Penalty: 4674.062988
	Iteration 47Q: 3 clusters Score -1526210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1526228.375000 Penalty: 4674.062988
	Iteration 48Q: 3 clusters Score -1526228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1526240.875000 Penalty: 4674.062988
	Iteration 49Q: 3 clusters Score -1526241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1526252.750000 Penalty: 4674.062988
	Iteration 50Q: 3 clusters Score -1526253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1526262.250000 Penalty: 4674.062988
	Iteration 51Q: 3 clusters Score -1526262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1526268.625000 Penalty: 4674.062988
	Iteration 52Q: 3 clusters Score -1526269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1526276.375000 Penalty: 4674.062988
	Iteration 53Q: 3 clusters Score -1526276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1526280.875000 Penalty: 4674.062988
	Iteration 54Q: 3 clusters Score -1526281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1526287.125000 Penalty: 4674.062988
	Iteration 55Q: 3 clusters Score -1526287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1526291.750000 Penalty: 4674.062988
	Iteration 56Q: 3 clusters Score -1526292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1526299.250000 Penalty: 4674.062988
	Iteration 57Q: 3 clusters Score -1526299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1526308.000000 Penalty: 4674.062988
	Iteration 58Q: 3 clusters Score -1526308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1526320.500000 Penalty: 4674.062988
	Iteration 59Q: 3 clusters Score -1526320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1526330.500000 Penalty: 4674.062988
	Iteration 60F: 3 clusters Score -1526330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1526338.750000 Penalty: 4674.062988
	Iteration 61Q: 3 clusters Score -1526339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1526350.750000 Penalty: 4674.062988
	Iteration 62Q: 3 clusters Score -1526351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1526364.500000 Penalty: 4674.062988
	Iteration 63Q: 3 clusters Score -1526364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1526378.875000 Penalty: 4674.062988
	Iteration 64Q: 3 clusters Score -1526379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1526390.250000 Penalty: 4674.062988
	Iteration 65Q: 3 clusters Score -1526390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1526396.375000 Penalty: 4674.062988
	Iteration 66Q: 3 clusters Score -1526396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1526397.375000 Penalty: 4674.062988
	Iteration 67Q: 3 clusters Score -1526397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1526397.625000 Penalty: 4674.062988
	Iteration 68Q: 3 clusters Score -1526398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1526398.875000 Penalty: 4674.062988
	Iteration 69Q: 3 clusters Score -1526399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1526405.500000 Penalty: 4674.062988
	Iteration 70Q: 3 clusters Score -1526406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1526410.750000 Penalty: 4674.062988
	Iteration 71Q: 3 clusters Score -1526411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1526411.875000 Penalty: 4674.062988
	Iteration 72Q: 3 clusters Score -1526412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1526412.625000 Penalty: 4674.062988
	Iteration 73Q: 3 clusters Score -1526413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1526412.875000 Penalty: 4674.062988
	Iteration 74Q: 3 clusters Score -1526413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1526414.375000 Penalty: 4674.062988
	Iteration 75Q: 3 clusters Score -1526414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1526417.250000 Penalty: 4674.062988
	Iteration 76Q: 3 clusters Score -1526417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1526416.500000 Penalty: 4674.062988
	Iteration 77Q: 3 clusters Score -1526416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1526415.000000 Penalty: 4674.062988
	Iteration 78Q: 3 clusters Score -1526415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1526414.500000 Penalty: 4674.062988
	Iteration 79Q: 3 clusters Score -1526414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1526420.500000 Penalty: 4674.062988
	Iteration 80F: 3 clusters Score -1526420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1526422.125000 Penalty: 4674.062988
	Iteration 81Q: 3 clusters Score -1526422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1526425.750000 Penalty: 4674.062988
	Iteration 82Q: 3 clusters Score -1526426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1526425.750000 Penalty: 4674.062988
	Iteration 83F: 3 clusters Score -1526426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (49267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Entering Unmasked Estep 
Score: -6330328.500000 Penalty: 2679.642334
	Iteration 0F: 2 clusters Score -6330328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -6297036.000000 Penalty: 5359.284668
	Iteration 0F: 3 clusters Score -6297036 nChanged 22809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -6309897.000000 Penalty: 5359.284668
	Iteration 1F: 3 clusters Score -6309897 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -6310569.500000 Penalty: 5359.284668
	Iteration 2Q: 3 clusters Score -6310570 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -6311292.000000 Penalty: 5359.284668
	Iteration 3Q: 3 clusters Score -6311292 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -6312171.000000 Penalty: 5359.284668
	Iteration 4Q: 3 clusters Score -6312171 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -6313426.500000 Penalty: 5359.284668
	Iteration 5F: 3 clusters Score -6313426 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -6315238.000000 Penalty: 5359.284668
	Iteration 6F: 3 clusters Score -6315238 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -6317897.000000 Penalty: 5359.284668
	Iteration 7F: 3 clusters Score -6317897 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -6320870.000000 Penalty: 5359.284668
	Iteration 8F: 3 clusters Score -6320870 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -6323543.000000 Penalty: 5359.284668
	Iteration 9F: 3 clusters Score -6323543 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -6325499.500000 Penalty: 5359.284668
	Iteration 10Q: 3 clusters Score -6325500 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -6326584.500000 Penalty: 5359.284668
	Iteration 11Q: 3 clusters Score -6326584 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6327210.500000 Penalty: 5359.284668
	Iteration 12Q: 3 clusters Score -6327210 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6327593.500000 Penalty: 5359.284668
	Iteration 13Q: 3 clusters Score -6327594 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6327810.500000 Penalty: 5359.284668
	Iteration 14Q: 3 clusters Score -6327810 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6327956.500000 Penalty: 5359.284668
	Iteration 15Q: 3 clusters Score -6327956 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6328027.000000 Penalty: 5359.284668
	Iteration 16Q: 3 clusters Score -6328027 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6328076.500000 Penalty: 5359.284668
	Iteration 17Q: 3 clusters Score -6328076 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48406 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6328127.500000 Penalty: 5359.284668
	Iteration 18Q: 3 clusters Score -6328128 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6328163.500000 Penalty: 5359.284668
	Iteration 19Q: 3 clusters Score -6328164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6328183.500000 Penalty: 5359.284668
	Iteration 20F: 3 clusters Score -6328184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6328195.000000 Penalty: 5359.284668
	Iteration 21Q: 3 clusters Score -6328195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6328204.000000 Penalty: 5359.284668
	Iteration 22Q: 3 clusters Score -6328204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6328211.000000 Penalty: 5359.284668
	Iteration 23Q: 3 clusters Score -6328211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6328220.500000 Penalty: 5359.284668
	Iteration 24Q: 3 clusters Score -6328220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6328214.000000 Penalty: 5359.284668
	Iteration 25Q: 3 clusters Score -6328214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6328219.500000 Penalty: 5359.284668
	Iteration 26Q: 3 clusters Score -6328220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6328221.000000 Penalty: 5359.284668
	Iteration 27Q: 3 clusters Score -6328221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6328215.000000 Penalty: 5359.284668
	Iteration 28Q: 3 clusters Score -6328215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6328215.000000 Penalty: 5359.284668
	Iteration 29F: 3 clusters Score -6328215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (14454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Entering Unmasked Estep 
Score: -1863298.375000 Penalty: 2375.524170
	Iteration 0F: 2 clusters Score -1863298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1852836.625000 Penalty: 4751.048340
	Iteration 0F: 3 clusters Score -1852837 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1856034.250000 Penalty: 4751.048340
	Iteration 1F: 3 clusters Score -1856034 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1856366.500000 Penalty: 4751.048340
	Iteration 2F: 3 clusters Score -1856366 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1856655.625000 Penalty: 4751.048340
	Iteration 3Q: 3 clusters Score -1856656 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1856942.375000 Penalty: 4751.048340
	Iteration 4Q: 3 clusters Score -1856942 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1857279.125000 Penalty: 4751.048340
	Iteration 5Q: 3 clusters Score -1857279 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1857727.250000 Penalty: 4751.048340
	Iteration 6F: 3 clusters Score -1857727 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1858302.000000 Penalty: 4751.048340
	Iteration 7F: 3 clusters Score -1858302 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1859034.500000 Penalty: 4751.048340
	Iteration 8F: 3 clusters Score -1859034 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1859730.750000 Penalty: 4751.048340
	Iteration 9F: 3 clusters Score -1859731 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1860262.500000 Penalty: 4751.048340
	Iteration 10Q: 3 clusters Score -1860262 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1860608.375000 Penalty: 4751.048340
	Iteration 11Q: 3 clusters Score -1860608 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1860843.625000 Penalty: 4751.048340
	Iteration 12Q: 3 clusters Score -1860844 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1860974.875000 Penalty: 4751.048340
	Iteration 13Q: 3 clusters Score -1860975 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1861084.375000 Penalty: 4751.048340
	Iteration 14Q: 3 clusters Score -1861084 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1861156.375000 Penalty: 4751.048340
	Iteration 15Q: 3 clusters Score -1861156 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1861200.375000 Penalty: 4751.048340
	Iteration 16Q: 3 clusters Score -1861200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1861239.500000 Penalty: 4751.048340
	Iteration 17Q: 3 clusters Score -1861240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1861268.625000 Penalty: 4751.048340
	Iteration 18Q: 3 clusters Score -1861269 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1861294.250000 Penalty: 4751.048340
	Iteration 19Q: 3 clusters Score -1861294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1861307.250000 Penalty: 4751.048340
	Iteration 20F: 3 clusters Score -1861307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1861317.375000 Penalty: 4751.048340
	Iteration 21Q: 3 clusters Score -1861317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1861322.125000 Penalty: 4751.048340
	Iteration 22Q: 3 clusters Score -1861322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1861329.750000 Penalty: 4751.048340
	Iteration 23Q: 3 clusters Score -1861330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1861335.750000 Penalty: 4751.048340
	Iteration 24Q: 3 clusters Score -1861336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1861343.000000 Penalty: 4751.048340
	Iteration 25Q: 3 clusters Score -1861343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1861346.000000 Penalty: 4751.048340
	Iteration 26Q: 3 clusters Score -1861346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1861352.375000 Penalty: 4751.048340
	Iteration 27Q: 3 clusters Score -1861352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1861356.625000 Penalty: 4751.048340
	Iteration 28Q: 3 clusters Score -1861357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1861358.250000 Penalty: 4751.048340
	Iteration 29Q: 3 clusters Score -1861358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1861360.500000 Penalty: 4751.048340
	Iteration 30Q: 3 clusters Score -1861360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1861367.500000 Penalty: 4751.048340
	Iteration 31Q: 3 clusters Score -1861368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1861369.625000 Penalty: 4751.048340
	Iteration 32Q: 3 clusters Score -1861370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1861369.625000 Penalty: 4751.048340
	Iteration 33F: 3 clusters Score -1861370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -358506.718750 Penalty: 1962.825195
	Iteration 0F: 2 clusters Score -358506.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -355456.906250 Penalty: 3925.650391
	Iteration 0F: 3 clusters Score -355456.9 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -356036.156250 Penalty: 3925.650391
	Iteration 1F: 3 clusters Score -356036.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -356164.156250 Penalty: 3925.650391
	Iteration 2F: 3 clusters Score -356164.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -356255.187500 Penalty: 3925.650391
	Iteration 3Q: 3 clusters Score -356255.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -356317.156250 Penalty: 3925.650391
	Iteration 4Q: 3 clusters Score -356317.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -356356.812500 Penalty: 3925.650391
	Iteration 5Q: 3 clusters Score -356356.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -356390.031250 Penalty: 3925.650391
	Iteration 6Q: 3 clusters Score -356390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -356417.843750 Penalty: 3925.650391
	Iteration 7Q: 3 clusters Score -356417.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -356439.156250 Penalty: 3925.650391
	Iteration 8Q: 3 clusters Score -356439.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -356453.875000 Penalty: 3925.650391
	Iteration 9Q: 3 clusters Score -356453.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -356465.968750 Penalty: 3925.650391
	Iteration 10Q: 3 clusters Score -356466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -356471.375000 Penalty: 3925.650391
	Iteration 11Q: 3 clusters Score -356471.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -356474.468750 Penalty: 3925.650391
	Iteration 12Q: 3 clusters Score -356474.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -356476.000000 Penalty: 3925.650391
	Iteration 13Q: 3 clusters Score -356476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -356476.906250 Penalty: 3925.650391
	Iteration 14Q: 3 clusters Score -356476.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -356476.906250 Penalty: 3925.650391
	Iteration 15F: 3 clusters Score -356476.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Entering Unmasked Estep 
Score: -1556061.625000 Penalty: 2334.938721
	Iteration 0F: 2 clusters Score -1556062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1546993.250000 Penalty: 4669.877441
	Iteration 0F: 3 clusters Score -1546993 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1549779.500000 Penalty: 4669.877441
	Iteration 1F: 3 clusters Score -1549780 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1550084.375000 Penalty: 4669.877441
	Iteration 2F: 3 clusters Score -1550084 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1550324.750000 Penalty: 4669.877441
	Iteration 3Q: 3 clusters Score -1550325 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1550507.375000 Penalty: 4669.877441
	Iteration 4Q: 3 clusters Score -1550507 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1550678.750000 Penalty: 4669.877441
	Iteration 5Q: 3 clusters Score -1550679 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1550830.625000 Penalty: 4669.877441
	Iteration 6Q: 3 clusters Score -1550831 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1551009.250000 Penalty: 4669.877441
	Iteration 7Q: 3 clusters Score -1551009 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1551242.500000 Penalty: 4669.877441
	Iteration 8Q: 3 clusters Score -1551242 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1551610.625000 Penalty: 4669.877441
	Iteration 9Q: 3 clusters Score -1551611 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1552105.250000 Penalty: 4669.877441
	Iteration 10F: 3 clusters Score -1552105 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1552627.250000 Penalty: 4669.877441
	Iteration 11F: 3 clusters Score -1552627 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1553123.000000 Penalty: 4669.877441
	Iteration 12Q: 3 clusters Score -1553123 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1553467.000000 Penalty: 4669.877441
	Iteration 13Q: 3 clusters Score -1553467 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1553699.625000 Penalty: 4669.877441
	Iteration 14Q: 3 clusters Score -1553700 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1553851.500000 Penalty: 4669.877441
	Iteration 15Q: 3 clusters Score -1553852 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1553927.875000 Penalty: 4669.877441
	Iteration 16Q: 3 clusters Score -1553928 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1553973.875000 Penalty: 4669.877441
	Iteration 17Q: 3 clusters Score -1553974 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1554012.250000 Penalty: 4669.877441
	Iteration 18Q: 3 clusters Score -1554012 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1554037.000000 Penalty: 4669.877441
	Iteration 19Q: 3 clusters Score -1554037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1554058.000000 Penalty: 4669.877441
	Iteration 20F: 3 clusters Score -1554058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1554081.250000 Penalty: 4669.877441
	Iteration 21Q: 3 clusters Score -1554081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1554093.500000 Penalty: 4669.877441
	Iteration 22Q: 3 clusters Score -1554094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1554107.750000 Penalty: 4669.877441
	Iteration 23Q: 3 clusters Score -1554108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1554113.250000 Penalty: 4669.877441
	Iteration 24Q: 3 clusters Score -1554113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1554121.875000 Penalty: 4669.877441
	Iteration 25Q: 3 clusters Score -1554122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1554130.125000 Penalty: 4669.877441
	Iteration 26Q: 3 clusters Score -1554130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1554136.375000 Penalty: 4669.877441
	Iteration 27Q: 3 clusters Score -1554136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1554144.250000 Penalty: 4669.877441
	Iteration 28Q: 3 clusters Score -1554144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1554149.000000 Penalty: 4669.877441
	Iteration 29Q: 3 clusters Score -1554149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1554150.875000 Penalty: 4669.877441
	Iteration 30Q: 3 clusters Score -1554151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1554154.000000 Penalty: 4669.877441
	Iteration 31Q: 3 clusters Score -1554154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1554153.375000 Penalty: 4669.877441
	Iteration 32Q: 3 clusters Score -1554153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1554155.375000 Penalty: 4669.877441
	Iteration 33Q: 3 clusters Score -1554155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1554156.125000 Penalty: 4669.877441
	Iteration 34Q: 3 clusters Score -1554156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1554154.875000 Penalty: 4669.877441
	Iteration 35Q: 3 clusters Score -1554155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1554156.250000 Penalty: 4669.877441
	Iteration 36Q: 3 clusters Score -1554156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1554157.000000 Penalty: 4669.877441
	Iteration 37Q: 3 clusters Score -1554157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1554155.500000 Penalty: 4669.877441
	Iteration 38Q: 3 clusters Score -1554156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1554155.500000 Penalty: 4669.877441
	Iteration 39F: 3 clusters Score -1554156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Entering Unmasked Estep 
Score: -251978.359375 Penalty: 1897.359863
	Iteration 0F: 2 clusters Score -251978.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -249284.046875 Penalty: 3794.719727
	Iteration 0F: 3 clusters Score -249284 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -249766.484375 Penalty: 3794.719727
	Iteration 1F: 3 clusters Score -249766.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -249923.718750 Penalty: 3794.719727
	Iteration 2F: 3 clusters Score -249923.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -250024.859375 Penalty: 3794.719727
	Iteration 3F: 3 clusters Score -250024.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -250110.859375 Penalty: 3794.719727
	Iteration 4Q: 3 clusters Score -250110.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -250172.937500 Penalty: 3794.719727
	Iteration 5Q: 3 clusters Score -250172.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -250211.421875 Penalty: 3794.719727
	Iteration 6Q: 3 clusters Score -250211.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -250241.062500 Penalty: 3794.719727
	Iteration 7Q: 3 clusters Score -250241.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -250275.296875 Penalty: 3794.719727
	Iteration 8Q: 3 clusters Score -250275.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -250314.500000 Penalty: 3794.719727
	Iteration 9Q: 3 clusters Score -250314.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -250352.500000 Penalty: 3794.719727
	Iteration 10Q: 3 clusters Score -250352.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -250389.375000 Penalty: 3794.719727
	Iteration 11Q: 3 clusters Score -250389.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -250427.218750 Penalty: 3794.719727
	Iteration 12Q: 3 clusters Score -250427.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -250460.781250 Penalty: 3794.719727
	Iteration 13Q: 3 clusters Score -250460.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -250491.796875 Penalty: 3794.719727
	Iteration 14Q: 3 clusters Score -250491.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -250524.062500 Penalty: 3794.719727
	Iteration 15Q: 3 clusters Score -250524.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -250547.703125 Penalty: 3794.719727
	Iteration 16Q: 3 clusters Score -250547.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -250566.671875 Penalty: 3794.719727
	Iteration 17Q: 3 clusters Score -250566.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -250583.203125 Penalty: 3794.719727
	Iteration 18Q: 3 clusters Score -250583.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -250594.093750 Penalty: 3794.719727
	Iteration 19Q: 3 clusters Score -250594.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -250605.390625 Penalty: 3794.719727
	Iteration 20F: 3 clusters Score -250605.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -250622.828125 Penalty: 3794.719727
	Iteration 21Q: 3 clusters Score -250622.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -250635.281250 Penalty: 3794.719727
	Iteration 22Q: 3 clusters Score -250635.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -250645.843750 Penalty: 3794.719727
	Iteration 23Q: 3 clusters Score -250645.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -250651.406250 Penalty: 3794.719727
	Iteration 24Q: 3 clusters Score -250651.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -250657.265625 Penalty: 3794.719727
	Iteration 25Q: 3 clusters Score -250657.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -250662.406250 Penalty: 3794.719727
	Iteration 26Q: 3 clusters Score -250662.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -250669.296875 Penalty: 3794.719727
	Iteration 27Q: 3 clusters Score -250669.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -250675.812500 Penalty: 3794.719727
	Iteration 28Q: 3 clusters Score -250675.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -250679.453125 Penalty: 3794.719727
	Iteration 29Q: 3 clusters Score -250679.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -250680.843750 Penalty: 3794.719727
	Iteration 30Q: 3 clusters Score -250680.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -250682.921875 Penalty: 3794.719727
	Iteration 31Q: 3 clusters Score -250682.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -250686.546875 Penalty: 3794.719727
	Iteration 32Q: 3 clusters Score -250686.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -250691.156250 Penalty: 3794.719727
	Iteration 33Q: 3 clusters Score -250691.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -250697.234375 Penalty: 3794.719727
	Iteration 34Q: 3 clusters Score -250697.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -250702.421875 Penalty: 3794.719727
	Iteration 35Q: 3 clusters Score -250702.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -250704.828125 Penalty: 3794.719727
	Iteration 36Q: 3 clusters Score -250704.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -250706.296875 Penalty: 3794.719727
	Iteration 37Q: 3 clusters Score -250706.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -250707.734375 Penalty: 3794.719727
	Iteration 38Q: 3 clusters Score -250707.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -250708.140625 Penalty: 3794.719727
	Iteration 39Q: 3 clusters Score -250708.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -250708.765625 Penalty: 3794.719727
	Iteration 40F: 3 clusters Score -250708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -250709.546875 Penalty: 3794.719727
	Iteration 41Q: 3 clusters Score -250709.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -250709.546875 Penalty: 3794.719727
	Iteration 42F: 3 clusters Score -250709.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -39229.015625 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -39229.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37901.835938 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -37901.84 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38248.824219 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -38248.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38400.972656 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -38400.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38503.453125 Penalty: 2991.219971
	Iteration 3F: 3 clusters Score -38503.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38555.699219 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -38555.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38609.648438 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -38609.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38704.613281 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -38704.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38780.859375 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -38780.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38809.011719 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -38809.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38848.554688 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -38848.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38859.878906 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -38859.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38876.535156 Penalty: 2991.219971
	Iteration 11Q: 3 clusters Score -38876.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38898.535156 Penalty: 2991.219971
	Iteration 12Q: 3 clusters Score -38898.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38927.972656 Penalty: 2991.219971
	Iteration 13Q: 3 clusters Score -38927.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38954.347656 Penalty: 2991.219971
	Iteration 14Q: 3 clusters Score -38954.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38961.730469 Penalty: 2991.219971
	Iteration 15Q: 3 clusters Score -38961.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38962.941406 Penalty: 2991.219971
	Iteration 16Q: 3 clusters Score -38962.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38963.949219 Penalty: 2991.219971
	Iteration 17Q: 3 clusters Score -38963.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38966.679688 Penalty: 2991.219971
	Iteration 18Q: 3 clusters Score -38966.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38968.062500 Penalty: 2991.219971
	Iteration 19Q: 3 clusters Score -38968.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38970.617188 Penalty: 2991.219971
	Iteration 20F: 3 clusters Score -38970.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -62760.898438 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -62760.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61264.398438 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -61264.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61512.691406 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -61512.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61560.375000 Penalty: 3114.146729
	Iteration 2Q: 3 clusters Score -61560.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -61596.863281 Penalty: 3114.146729
	Iteration 3Q: 3 clusters Score -61596.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61634.011719 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -61634.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -61666.703125 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -61666.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61702.425781 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -61702.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61787.699219 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -61787.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -61823.500000 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -61823.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -61847.261719 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -61847.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -61904.839844 Penalty: 3114.146729
	Iteration 10Q: 3 clusters Score -61904.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -61932.382812 Penalty: 3114.146729
	Iteration 11Q: 3 clusters Score -61932.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -61945.718750 Penalty: 3114.146729
	Iteration 12Q: 3 clusters Score -61945.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -61949.019531 Penalty: 3114.146729
	Iteration 13Q: 3 clusters Score -61949.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -61950.144531 Penalty: 3114.146729
	Iteration 14Q: 3 clusters Score -61950.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -61953.179688 Penalty: 3114.146729
	Iteration 15Q: 3 clusters Score -61953.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -61959.457031 Penalty: 3114.146729
	Iteration 16Q: 3 clusters Score -61959.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -61991.515625 Penalty: 3114.146729
	Iteration 17Q: 3 clusters Score -61991.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -61995.789062 Penalty: 3114.146729
	Iteration 18Q: 3 clusters Score -61995.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -61998.898438 Penalty: 3114.146729
	Iteration 19Q: 3 clusters Score -61998.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -62022.660156 Penalty: 3114.146729
	Iteration 20F: 3 clusters Score -62022.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -62092.714844 Penalty: 3114.146729
	Iteration 21Q: 3 clusters Score -62092.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -62119.265625 Penalty: 3114.146729
	Iteration 22Q: 3 clusters Score -62119.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -62156.093750 Penalty: 3114.146729
	Iteration 23Q: 3 clusters Score -62156.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -62181.660156 Penalty: 3114.146729
	Iteration 24Q: 3 clusters Score -62181.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -62195.109375 Penalty: 3114.146729
	Iteration 25Q: 3 clusters Score -62195.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -62195.109375 Penalty: 3114.146729
	Iteration 26F: 3 clusters Score -62195.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (143498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143498 members 
Entering Unmasked Estep 
Score: -18476520.000000 Penalty: 2944.770996
	Iteration 0F: 2 clusters Score -1.847652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71628 members 
Mstep: Class 2 contains 71870 members 
Entering Unmasked Estep 
Score: -18381614.000000 Penalty: 5889.541992
	Iteration 0F: 3 clusters Score -1.838161e+07 nChanged 68593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70113 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -18421118.000000 Penalty: 5889.541992
	Iteration 1F: 3 clusters Score -1.842112e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 74369 members 
Entering Unmasked Estep 
Score: -18422032.000000 Penalty: 5889.541992
	Iteration 2Q: 3 clusters Score -1.842203e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67566 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -18423180.000000 Penalty: 5889.541992
	Iteration 3Q: 3 clusters Score -1.842318e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 78269 members 
Entering Unmasked Estep 
Score: -18424634.000000 Penalty: 5889.541992
	Iteration 4Q: 3 clusters Score -1.842463e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61911 members 
Mstep: Class 2 contains 81587 members 
Entering Unmasked Estep 
Score: -18426638.000000 Penalty: 5889.541992
	Iteration 5Q: 3 clusters Score -1.842664e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 86263 members 
Entering Unmasked Estep 
Score: -18429608.000000 Penalty: 5889.541992
	Iteration 6Q: 3 clusters Score -1.842961e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 92604 members 
Entering Unmasked Estep 
Score: -18433854.000000 Penalty: 5889.541992
	Iteration 7F: 3 clusters Score -1.843385e+07 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 100706 members 
Entering Unmasked Estep 
Score: -18439790.000000 Penalty: 5889.541992
	Iteration 8F: 3 clusters Score -1.843979e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 110006 members 
Entering Unmasked Estep 
Score: -18447298.000000 Penalty: 5889.541992
	Iteration 9F: 3 clusters Score -1.84473e+07 nChanged 9355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 119025 members 
Entering Unmasked Estep 
Score: -18455010.000000 Penalty: 5889.541992
	Iteration 10F: 3 clusters Score -1.845501e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 126578 members 
Entering Unmasked Estep 
Score: -18461478.000000 Penalty: 5889.541992
	Iteration 11F: 3 clusters Score -1.846148e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 132171 members 
Entering Unmasked Estep 
Score: -18466022.000000 Penalty: 5889.541992
	Iteration 12Q: 3 clusters Score -1.846602e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 135908 members 
Entering Unmasked Estep 
Score: -18469046.000000 Penalty: 5889.541992
	Iteration 13Q: 3 clusters Score -1.846905e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 138349 members 
Entering Unmasked Estep 
Score: -18470940.000000 Penalty: 5889.541992
	Iteration 14Q: 3 clusters Score -1.847094e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 139981 members 
Entering Unmasked Estep 
Score: -18472192.000000 Penalty: 5889.541992
	Iteration 15Q: 3 clusters Score -1.847219e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 140984 members 
Entering Unmasked Estep 
Score: -18472858.000000 Penalty: 5889.541992
	Iteration 16Q: 3 clusters Score -1.847286e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 141617 members 
Entering Unmasked Estep 
Score: -18473252.000000 Penalty: 5889.541992
	Iteration 17Q: 3 clusters Score -1.847325e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 142008 members 
Entering Unmasked Estep 
Score: -18473474.000000 Penalty: 5889.541992
	Iteration 18Q: 3 clusters Score -1.847347e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 142270 members 
Entering Unmasked Estep 
Score: -18473612.000000 Penalty: 5889.541992
	Iteration 19Q: 3 clusters Score -1.847361e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 142448 members 
Entering Unmasked Estep 
Score: -18473696.000000 Penalty: 5889.541992
	Iteration 20F: 3 clusters Score -1.84737e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 142560 members 
Entering Unmasked Estep 
Score: -18473796.000000 Penalty: 5889.541992
	Iteration 21Q: 3 clusters Score -1.84738e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 142636 members 
Entering Unmasked Estep 
Score: -18473852.000000 Penalty: 5889.541992
	Iteration 22Q: 3 clusters Score -1.847385e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 142694 members 
Entering Unmasked Estep 
Score: -18473888.000000 Penalty: 5889.541992
	Iteration 23Q: 3 clusters Score -1.847389e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 142741 members 
Entering Unmasked Estep 
Score: -18473940.000000 Penalty: 5889.541992
	Iteration 24Q: 3 clusters Score -1.847394e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 142775 members 
Entering Unmasked Estep 
Score: -18473940.000000 Penalty: 5889.541992
	Iteration 25Q: 3 clusters Score -1.847394e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 142804 members 
Entering Unmasked Estep 
Score: -18473974.000000 Penalty: 5889.541992
	Iteration 26Q: 3 clusters Score -1.847397e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 142827 members 
Entering Unmasked Estep 
Score: -18473988.000000 Penalty: 5889.541992
	Iteration 27Q: 3 clusters Score -1.847399e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 142841 members 
Entering Unmasked Estep 
Score: -18473994.000000 Penalty: 5889.541992
	Iteration 28Q: 3 clusters Score -1.847399e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 142855 members 
Entering Unmasked Estep 
Score: -18474006.000000 Penalty: 5889.541992
	Iteration 29Q: 3 clusters Score -1.847401e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 142869 members 
Entering Unmasked Estep 
Score: -18474034.000000 Penalty: 5889.541992
	Iteration 30Q: 3 clusters Score -1.847403e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 142886 members 
Entering Unmasked Estep 
Score: -18474054.000000 Penalty: 5889.541992
	Iteration 31Q: 3 clusters Score -1.847405e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 142901 members 
Entering Unmasked Estep 
Score: -18474040.000000 Penalty: 5889.541992
	Iteration 32Q: 3 clusters Score -1.847404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 142907 members 
Entering Unmasked Estep 
Score: -18474046.000000 Penalty: 5889.541992
	Iteration 33Q: 3 clusters Score -1.847405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 142916 members 
Entering Unmasked Estep 
Score: -18474058.000000 Penalty: 5889.541992
	Iteration 34Q: 3 clusters Score -1.847406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 142918 members 
Entering Unmasked Estep 
Score: -18474058.000000 Penalty: 5889.541992
	Iteration 35Q: 3 clusters Score -1.847406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 142920 members 
Entering Unmasked Estep 
Score: -18474062.000000 Penalty: 5889.541992
	Iteration 36Q: 3 clusters Score -1.847406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 142923 members 
Entering Unmasked Estep 
Score: -18474078.000000 Penalty: 5889.541992
	Iteration 37Q: 3 clusters Score -1.847408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 142926 members 
Entering Unmasked Estep 
Score: -18474084.000000 Penalty: 5889.541992
	Iteration 38Q: 3 clusters Score -1.847408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 142928 members 
Entering Unmasked Estep 
Score: -18474086.000000 Penalty: 5889.541992
	Iteration 39Q: 3 clusters Score -1.847409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 142931 members 
Entering Unmasked Estep 
Score: -18474090.000000 Penalty: 5889.541992
	Iteration 40F: 3 clusters Score -1.847409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 142928 members 
Entering Unmasked Estep 
Score: -18474090.000000 Penalty: 5889.541992
	Iteration 41Q: 3 clusters Score -1.847409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 142929 members 
Entering Unmasked Estep 
Score: -18474094.000000 Penalty: 5889.541992
	Iteration 42Q: 3 clusters Score -1.847409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 142930 members 
Entering Unmasked Estep 
Score: -18474092.000000 Penalty: 5889.541992
	Iteration 43Q: 3 clusters Score -1.847409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 142929 members 
Entering Unmasked Estep 
Score: -18474094.000000 Penalty: 5889.541992
	Iteration 44Q: 3 clusters Score -1.847409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 142930 members 
Entering Unmasked Estep 
Score: -18474092.000000 Penalty: 5889.541992
	Iteration 45Q: 3 clusters Score -1.847409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 142932 members 
Entering Unmasked Estep 
Score: -18474100.000000 Penalty: 5889.541992
	Iteration 46Q: 3 clusters Score -1.84741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 142934 members 
Entering Unmasked Estep 
Score: -18474094.000000 Penalty: 5889.541992
	Iteration 47Q: 3 clusters Score -1.847409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 142935 members 
Entering Unmasked Estep 
Score: -18474098.000000 Penalty: 5889.541992
	Iteration 48Q: 3 clusters Score -1.84741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 142936 members 
Entering Unmasked Estep 
Score: -18474096.000000 Penalty: 5889.541992
	Iteration 49Q: 3 clusters Score -1.84741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 142935 members 
Entering Unmasked Estep 
Score: -18474110.000000 Penalty: 5889.541992
	Iteration 50Q: 3 clusters Score -1.847411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 142934 members 
Entering Unmasked Estep 
Score: -18474118.000000 Penalty: 5889.541992
	Iteration 51Q: 3 clusters Score -1.847412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 142934 members 
Entering Unmasked Estep 
Score: -18474118.000000 Penalty: 5889.541992
	Iteration 52F: 3 clusters Score -1.847412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -97217.609375 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -97217.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -95425.492188 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -95425.49 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -95818.867188 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -95818.87 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -95972.226562 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -95972.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -96048.507812 Penalty: 3365.090820
	Iteration 3Q: 3 clusters Score -96048.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -96113.679688 Penalty: 3365.090820
	Iteration 4Q: 3 clusters Score -96113.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -96156.156250 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -96156.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -96207.117188 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -96207.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -96248.476562 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -96248.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -96291.687500 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -96291.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -96351.695312 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -96351.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -96403.132812 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -96403.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -96484.218750 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -96484.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -96541.609375 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -96541.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -96575.132812 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -96575.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96600.445312 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -96600.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -96609.765625 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -96609.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -96617.312500 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -96617.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -96635.257812 Penalty: 3365.090820
	Iteration 17Q: 3 clusters Score -96635.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -96650.414062 Penalty: 3365.090820
	Iteration 18Q: 3 clusters Score -96650.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -96658.445312 Penalty: 3365.090820
	Iteration 19Q: 3 clusters Score -96658.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96663.101562 Penalty: 3365.090820
	Iteration 20F: 3 clusters Score -96663.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -96669.968750 Penalty: 3365.090820
	Iteration 21Q: 3 clusters Score -96669.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -96673.796875 Penalty: 3365.090820
	Iteration 22Q: 3 clusters Score -96673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -96676.843750 Penalty: 3365.090820
	Iteration 23Q: 3 clusters Score -96676.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -96681.929688 Penalty: 3365.090820
	Iteration 24Q: 3 clusters Score -96681.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -96684.992188 Penalty: 3365.090820
	Iteration 25Q: 3 clusters Score -96684.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -96689.437500 Penalty: 3365.090820
	Iteration 26Q: 3 clusters Score -96689.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -96693.406250 Penalty: 3365.090820
	Iteration 27Q: 3 clusters Score -96693.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -96700.523438 Penalty: 3365.090820
	Iteration 28Q: 3 clusters Score -96700.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -96716.960938 Penalty: 3365.090820
	Iteration 29Q: 3 clusters Score -96716.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -96730.726562 Penalty: 3365.090820
	Iteration 30Q: 3 clusters Score -96730.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -96740.531250 Penalty: 3365.090820
	Iteration 31Q: 3 clusters Score -96740.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -96748.554688 Penalty: 3365.090820
	Iteration 32Q: 3 clusters Score -96748.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -96755.570312 Penalty: 3365.090820
	Iteration 33Q: 3 clusters Score -96755.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -96767.078125 Penalty: 3365.090820
	Iteration 34Q: 3 clusters Score -96767.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -96785.140625 Penalty: 3365.090820
	Iteration 35Q: 3 clusters Score -96785.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96796.492188 Penalty: 3365.090820
	Iteration 36Q: 3 clusters Score -96796.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -96801.601562 Penalty: 3365.090820
	Iteration 37Q: 3 clusters Score -96801.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -96801.601562 Penalty: 3365.090820
	Iteration 38F: 3 clusters Score -96801.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -76948.054688 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -76948.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -75270.929688 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -75270.93 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -75546.390625 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -75546.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75661.468750 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -75661.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75751.781250 Penalty: 3236.414795
	Iteration 3Q: 3 clusters Score -75751.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75828.031250 Penalty: 3236.414795
	Iteration 4Q: 3 clusters Score -75828.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75902.093750 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -75902.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75942.601562 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -75942.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75985.890625 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -75985.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75988.359375 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -75988.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75992.859375 Penalty: 3236.414795
	Iteration 9Q: 3 clusters Score -75992.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76005.742188 Penalty: 3236.414795
	Iteration 10Q: 3 clusters Score -76005.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76021.070312 Penalty: 3236.414795
	Iteration 11Q: 3 clusters Score -76021.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76026.570312 Penalty: 3236.414795
	Iteration 12Q: 3 clusters Score -76026.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76028.671875 Penalty: 3236.414795
	Iteration 13Q: 3 clusters Score -76028.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76032.421875 Penalty: 3236.414795
	Iteration 14Q: 3 clusters Score -76032.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76034.179688 Penalty: 3236.414795
	Iteration 15Q: 3 clusters Score -76034.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76037.234375 Penalty: 3236.414795
	Iteration 16Q: 3 clusters Score -76037.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76037.914062 Penalty: 3236.414795
	Iteration 17Q: 3 clusters Score -76037.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76040.210938 Penalty: 3236.414795
	Iteration 18Q: 3 clusters Score -76040.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76040.210938 Penalty: 3236.414795
	Iteration 19F: 3 clusters Score -76040.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -50287.183594 Penalty: 1520.544189
	Iteration 0F: 2 clusters Score -50287.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48888.488281 Penalty: 3041.088379
	Iteration 0F: 3 clusters Score -48888.49 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49097.812500 Penalty: 3041.088379
	Iteration 1F: 3 clusters Score -49097.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49251.507812 Penalty: 3041.088379
	Iteration 2Q: 3 clusters Score -49251.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49341.238281 Penalty: 3041.088379
	Iteration 3Q: 3 clusters Score -49341.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49412.390625 Penalty: 3041.088379
	Iteration 4F: 3 clusters Score -49412.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49466.300781 Penalty: 3041.088379
	Iteration 5Q: 3 clusters Score -49466.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -49526.359375 Penalty: 3041.088379
	Iteration 6Q: 3 clusters Score -49526.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49573.609375 Penalty: 3041.088379
	Iteration 7Q: 3 clusters Score -49573.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -49595.007812 Penalty: 3041.088379
	Iteration 8Q: 3 clusters Score -49595.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -49615.843750 Penalty: 3041.088379
	Iteration 9Q: 3 clusters Score -49615.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -49660.285156 Penalty: 3041.088379
	Iteration 10Q: 3 clusters Score -49660.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -49685.605469 Penalty: 3041.088379
	Iteration 11Q: 3 clusters Score -49685.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49714.359375 Penalty: 3041.088379
	Iteration 12Q: 3 clusters Score -49714.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -49734.664062 Penalty: 3041.088379
	Iteration 13Q: 3 clusters Score -49734.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -49741.488281 Penalty: 3041.088379
	Iteration 14Q: 3 clusters Score -49741.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -49745.226562 Penalty: 3041.088379
	Iteration 15Q: 3 clusters Score -49745.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -49745.226562 Penalty: 3041.088379
	Iteration 16F: 3 clusters Score -49745.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6276 members 
Mstep: Class 3 contains 50603 members 
Mstep: Class 4 contains 4832 members 
Mstep: Class 5 contains 22370 members 
Mstep: Class 6 contains 16970 members 
Mstep: Class 7 contains 180855 members 
Mstep: Class 8 contains 10099 members 
Mstep: Class 9 contains 74703 members 
Mstep: Class 10 contains 87827 members 
Mstep: Class 11 contains 4018 members 
Mstep: Class 12 contains 10217 members 
Mstep: Class 13 contains 169534 members 
Mstep: Class 14 contains 11080 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 96896 members 
Mstep: Class 17 contains 7827 members 
Mstep: Class 18 contains 24270 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 8858 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 12219 members 
Mstep: Class 23 contains 46659 members 
Mstep: Class 24 contains 15097 members 
Mstep: Class 25 contains 24787 members 
Mstep: Class 26 contains 25363 members 
Mstep: Class 27 contains 20019 members 
Mstep: Class 28 contains 8438 members 
Mstep: Class 29 contains 10183 members 
Mstep: Class 30 contains 4520 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12376 members 
Mstep: Class 34 contains 49267 members 
Mstep: Class 35 contains 14454 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12272 members 
Mstep: Class 39 contains 2102 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 143498 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961888.000000 Penalty: 152864.640625
Iteration 159Q: 45 clusters Score -1.509619e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6274 members 
Mstep: Class 3 contains 50605 members 
Mstep: Class 4 contains 4832 members 
Mstep: Class 5 contains 22427 members 
Mstep: Class 6 contains 16969 members 
Mstep: Class 7 contains 180853 members 
Mstep: Class 8 contains 10097 members 
Mstep: Class 9 contains 74715 members 
Mstep: Class 10 contains 87815 members 
Mstep: Class 11 contains 4019 members 
Mstep: Class 12 contains 10215 members 
Mstep: Class 13 contains 169532 members 
Mstep: Class 14 contains 11100 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 96896 members 
Mstep: Class 17 contains 7828 members 
Mstep: Class 18 contains 24237 members 
Mstep: Class 19 contains 385 members 
Mstep: Class 20 contains 8858 members 
Mstep: Class 21 contains 7944 members 
Mstep: Class 22 contains 12219 members 
Mstep: Class 23 contains 46700 members 
Mstep: Class 24 contains 15097 members 
Mstep: Class 25 contains 24788 members 
Mstep: Class 26 contains 25363 members 
Mstep: Class 27 contains 20016 members 
Mstep: Class 28 contains 8439 members 
Mstep: Class 29 contains 10184 members 
Mstep: Class 30 contains 4520 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12385 members 
Mstep: Class 34 contains 49291 members 
Mstep: Class 35 contains 14453 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12272 members 
Mstep: Class 39 contains 2102 members 
Mstep: Class 40 contains 416 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 143386 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150962704.000000 Penalty: 152864.640625
Iteration 160F: 45 clusters Score -1.509627e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6274 members 
Mstep: Class 3 contains 50611 members 
Mstep: Class 4 contains 4832 members 
Mstep: Class 5 contains 22480 members 
Mstep: Class 6 contains 16971 members 
Mstep: Class 7 contains 180852 members 
Mstep: Class 8 contains 10097 members 
Mstep: Class 9 contains 74723 members 
Mstep: Class 10 contains 87807 members 
Mstep: Class 11 contains 4019 members 
Mstep: Class 12 contains 10219 members 
Mstep: Class 13 contains 169532 members 
Mstep: Class 14 contains 11119 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 96896 members 
Mstep: Class 17 contains 7826 members 
Mstep: Class 18 contains 24192 members 
Mstep: Class 19 contains 388 members 
Mstep: Class 20 contains 8858 members 
Mstep: Class 21 contains 7944 members 
Mstep: Class 22 contains 12221 members 
Mstep: Class 23 contains 46737 members 
Mstep: Class 24 contains 15097 members 
Mstep: Class 25 contains 24789 members 
Mstep: Class 26 contains 25362 members 
Mstep: Class 27 contains 20012 members 
Mstep: Class 28 contains 8438 members 
Mstep: Class 29 contains 10182 members 
Mstep: Class 30 contains 4520 members 
Mstep: Class 31 contains 333 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12392 members 
Mstep: Class 34 contains 49311 members 
Mstep: Class 35 contains 14455 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12272 members 
Mstep: Class 39 contains 2102 members 
Mstep: Class 40 contains 418 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 143289 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150962816.000000 Penalty: 152864.640625
Iteration 161Q: 45 clusters Score -1.509628e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6272 members 
Mstep: Class 3 contains 50613 members 
Mstep: Class 4 contains 4831 members 
Mstep: Class 5 contains 22539 members 
Mstep: Class 6 contains 16973 members 
Mstep: Class 7 contains 180849 members 
Mstep: Class 8 contains 10101 members 
Mstep: Class 9 contains 74733 members 
Mstep: Class 10 contains 87805 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 10223 members 
Mstep: Class 13 contains 169524 members 
Mstep: Class 14 contains 11143 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 96895 members 
Mstep: Class 17 contains 7826 members 
Mstep: Class 18 contains 24141 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 8858 members 
Mstep: Class 21 contains 7946 members 
Mstep: Class 22 contains 12223 members 
Mstep: Class 23 contains 46764 members 
Mstep: Class 24 contains 15097 members 
Mstep: Class 25 contains 24789 members 
Mstep: Class 26 contains 25362 members 
Mstep: Class 27 contains 20012 members 
Mstep: Class 28 contains 8439 members 
Mstep: Class 29 contains 10187 members 
Mstep: Class 30 contains 4521 members 
Mstep: Class 31 contains 326 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12404 members 
Mstep: Class 34 contains 49329 members 
Mstep: Class 35 contains 14457 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12271 members 
Mstep: Class 39 contains 2101 members 
Mstep: Class 40 contains 421 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 143186 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150962800.000000 Penalty: 152864.640625
Iteration 162Q: 45 clusters Score -1.509628e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6271 members 
Mstep: Class 3 contains 50619 members 
Mstep: Class 4 contains 4829 members 
Mstep: Class 5 contains 22575 members 
Mstep: Class 6 contains 16974 members 
Mstep: Class 7 contains 180839 members 
Mstep: Class 8 contains 10101 members 
Mstep: Class 9 contains 74745 members 
Mstep: Class 10 contains 87801 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 10225 members 
Mstep: Class 13 contains 169521 members 
Mstep: Class 14 contains 11161 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 96894 members 
Mstep: Class 17 contains 7827 members 
Mstep: Class 18 contains 24108 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 8858 members 
Mstep: Class 21 contains 7945 members 
Mstep: Class 22 contains 12225 members 
Mstep: Class 23 contains 46795 members 
Mstep: Class 24 contains 15097 members 
Mstep: Class 25 contains 24791 members 
Mstep: Class 26 contains 25362 members 
Mstep: Class 27 contains 20012 members 
Mstep: Class 28 contains 8441 members 
Mstep: Class 29 contains 10185 members 
Mstep: Class 30 contains 4521 members 
Mstep: Class 31 contains 325 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12411 members 
Mstep: Class 34 contains 49346 members 
Mstep: Class 35 contains 14463 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12271 members 
Mstep: Class 39 contains 2100 members 
Mstep: Class 40 contains 422 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 143101 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150962832.000000 Penalty: 152864.640625
Iteration 163Q: 45 clusters Score -1.509628e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6273 members 
Mstep: Class 3 contains 50625 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 22611 members 
Mstep: Class 6 contains 16974 members 
Mstep: Class 7 contains 180832 members 
Mstep: Class 8 contains 10099 members 
Mstep: Class 9 contains 74753 members 
Mstep: Class 10 contains 87792 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 10225 members 
Mstep: Class 13 contains 169515 members 
Mstep: Class 14 contains 11174 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 96893 members 
Mstep: Class 17 contains 7827 members 
Mstep: Class 18 contains 24084 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 8858 members 
Mstep: Class 21 contains 7946 members 
Mstep: Class 22 contains 12226 members 
Mstep: Class 23 contains 46819 members 
Mstep: Class 24 contains 15097 members 
Mstep: Class 25 contains 24793 members 
Mstep: Class 26 contains 25361 members 
Mstep: Class 27 contains 20011 members 
Mstep: Class 28 contains 8441 members 
Mstep: Class 29 contains 10185 members 
Mstep: Class 30 contains 4521 members 
Mstep: Class 31 contains 323 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12421 members 
Mstep: Class 34 contains 49364 members 
Mstep: Class 35 contains 14463 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12271 members 
Mstep: Class 39 contains 2100 members 
Mstep: Class 40 contains 424 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 143033 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150962832.000000 Penalty: 152864.640625
Iteration 164Q: 45 clusters Score -1.509628e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6274 members 
Mstep: Class 3 contains 50632 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 22639 members 
Mstep: Class 6 contains 16974 members 
Mstep: Class 7 contains 180821 members 
Mstep: Class 8 contains 10099 members 
Mstep: Class 9 contains 74758 members 
Mstep: Class 10 contains 87798 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 10224 members 
Mstep: Class 13 contains 169502 members 
Mstep: Class 14 contains 11185 members 
Mstep: Class 15 contains 5606 members 
Mstep: Class 16 contains 96893 members 
Mstep: Class 17 contains 7825 members 
Mstep: Class 18 contains 24062 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 8859 members 
Mstep: Class 21 contains 7947 members 
Mstep: Class 22 contains 12226 members 
Mstep: Class 23 contains 46835 members 
Mstep: Class 24 contains 15097 members 
Mstep: Class 25 contains 24793 members 
Mstep: Class 26 contains 25359 members 
Mstep: Class 27 contains 20007 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 10184 members 
Mstep: Class 30 contains 4521 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12432 members 
Mstep: Class 34 contains 49382 members 
Mstep: Class 35 contains 14465 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12271 members 
Mstep: Class 39 contains 2100 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142984 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963024.000000 Penalty: 152864.640625
Iteration 165Q: 45 clusters Score -1.50963e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6273 members 
Mstep: Class 3 contains 50636 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 22663 members 
Mstep: Class 6 contains 16974 members 
Mstep: Class 7 contains 180819 members 
Mstep: Class 8 contains 10098 members 
Mstep: Class 9 contains 74763 members 
Mstep: Class 10 contains 87795 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10223 members 
Mstep: Class 13 contains 169501 members 
Mstep: Class 14 contains 11196 members 
Mstep: Class 15 contains 5606 members 
Mstep: Class 16 contains 96893 members 
Mstep: Class 17 contains 7828 members 
Mstep: Class 18 contains 24043 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 8859 members 
Mstep: Class 21 contains 7947 members 
Mstep: Class 22 contains 12228 members 
Mstep: Class 23 contains 46867 members 
Mstep: Class 24 contains 15097 members 
Mstep: Class 25 contains 24792 members 
Mstep: Class 26 contains 25357 members 
Mstep: Class 27 contains 20004 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 10182 members 
Mstep: Class 30 contains 4521 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12439 members 
Mstep: Class 34 contains 49392 members 
Mstep: Class 35 contains 14467 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12271 members 
Mstep: Class 39 contains 2100 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142920 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963072.000000 Penalty: 152864.640625
Iteration 166Q: 45 clusters Score -1.509631e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6273 members 
Mstep: Class 3 contains 50639 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 22691 members 
Mstep: Class 6 contains 16974 members 
Mstep: Class 7 contains 180816 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 74765 members 
Mstep: Class 10 contains 87797 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 10221 members 
Mstep: Class 13 contains 169500 members 
Mstep: Class 14 contains 11200 members 
Mstep: Class 15 contains 5606 members 
Mstep: Class 16 contains 96894 members 
Mstep: Class 17 contains 7830 members 
Mstep: Class 18 contains 24021 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 8859 members 
Mstep: Class 21 contains 7947 members 
Mstep: Class 22 contains 12228 members 
Mstep: Class 23 contains 46900 members 
Mstep: Class 24 contains 15097 members 
Mstep: Class 25 contains 24792 members 
Mstep: Class 26 contains 25357 members 
Mstep: Class 27 contains 20003 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 10180 members 
Mstep: Class 30 contains 4522 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12445 members 
Mstep: Class 34 contains 49406 members 
Mstep: Class 35 contains 14470 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12271 members 
Mstep: Class 39 contains 2100 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142855 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150962976.000000 Penalty: 152864.640625
Iteration 167Q: 45 clusters Score -1.50963e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6271 members 
Mstep: Class 3 contains 50641 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 22715 members 
Mstep: Class 6 contains 16975 members 
Mstep: Class 7 contains 180813 members 
Mstep: Class 8 contains 10094 members 
Mstep: Class 9 contains 74771 members 
Mstep: Class 10 contains 87792 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 10221 members 
Mstep: Class 13 contains 169503 members 
Mstep: Class 14 contains 11206 members 
Mstep: Class 15 contains 5606 members 
Mstep: Class 16 contains 96894 members 
Mstep: Class 17 contains 7831 members 
Mstep: Class 18 contains 24014 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 8859 members 
Mstep: Class 21 contains 7947 members 
Mstep: Class 22 contains 12228 members 
Mstep: Class 23 contains 46921 members 
Mstep: Class 24 contains 15098 members 
Mstep: Class 25 contains 24794 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 20002 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 10177 members 
Mstep: Class 30 contains 4522 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12452 members 
Mstep: Class 34 contains 49418 members 
Mstep: Class 35 contains 14470 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12271 members 
Mstep: Class 39 contains 2100 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142792 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963056.000000 Penalty: 152864.640625
Iteration 168Q: 45 clusters Score -1.509631e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6273 members 
Mstep: Class 3 contains 50644 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 22737 members 
Mstep: Class 6 contains 16975 members 
Mstep: Class 7 contains 180808 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 74775 members 
Mstep: Class 10 contains 87793 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10220 members 
Mstep: Class 13 contains 169495 members 
Mstep: Class 14 contains 11210 members 
Mstep: Class 15 contains 5606 members 
Mstep: Class 16 contains 96894 members 
Mstep: Class 17 contains 7832 members 
Mstep: Class 18 contains 24005 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 46940 members 
Mstep: Class 24 contains 15099 members 
Mstep: Class 25 contains 24794 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 20001 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 10173 members 
Mstep: Class 30 contains 4523 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12450 members 
Mstep: Class 34 contains 49427 members 
Mstep: Class 35 contains 14471 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12271 members 
Mstep: Class 39 contains 2100 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142749 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963136.000000 Penalty: 152864.640625
Iteration 169Q: 45 clusters Score -1.509631e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6275 members 
Mstep: Class 3 contains 50648 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 22755 members 
Mstep: Class 6 contains 16975 members 
Mstep: Class 7 contains 180806 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 74777 members 
Mstep: Class 10 contains 87793 members 
Mstep: Class 11 contains 4018 members 
Mstep: Class 12 contains 10220 members 
Mstep: Class 13 contains 169496 members 
Mstep: Class 14 contains 11219 members 
Mstep: Class 15 contains 5606 members 
Mstep: Class 16 contains 96893 members 
Mstep: Class 17 contains 7832 members 
Mstep: Class 18 contains 23984 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12231 members 
Mstep: Class 23 contains 46960 members 
Mstep: Class 24 contains 15099 members 
Mstep: Class 25 contains 24796 members 
Mstep: Class 26 contains 25355 members 
Mstep: Class 27 contains 20000 members 
Mstep: Class 28 contains 8439 members 
Mstep: Class 29 contains 10173 members 
Mstep: Class 30 contains 4522 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12451 members 
Mstep: Class 34 contains 49429 members 
Mstep: Class 35 contains 14472 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12271 members 
Mstep: Class 39 contains 2100 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142712 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963104.000000 Penalty: 152864.640625
Iteration 170Q: 45 clusters Score -1.509631e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6276 members 
Mstep: Class 3 contains 50648 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 22773 members 
Mstep: Class 6 contains 16975 members 
Mstep: Class 7 contains 180803 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 74782 members 
Mstep: Class 10 contains 87780 members 
Mstep: Class 11 contains 4018 members 
Mstep: Class 12 contains 10220 members 
Mstep: Class 13 contains 169498 members 
Mstep: Class 14 contains 11235 members 
Mstep: Class 15 contains 5606 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7832 members 
Mstep: Class 18 contains 23961 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12232 members 
Mstep: Class 23 contains 46974 members 
Mstep: Class 24 contains 15100 members 
Mstep: Class 25 contains 24796 members 
Mstep: Class 26 contains 25355 members 
Mstep: Class 27 contains 19998 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 10174 members 
Mstep: Class 30 contains 4523 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12455 members 
Mstep: Class 34 contains 49433 members 
Mstep: Class 35 contains 14472 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12272 members 
Mstep: Class 39 contains 2100 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142687 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150962960.000000 Penalty: 152864.640625
Iteration 171Q: 45 clusters Score -1.50963e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6280 members 
Mstep: Class 3 contains 50647 members 
Mstep: Class 4 contains 4823 members 
Mstep: Class 5 contains 22796 members 
Mstep: Class 6 contains 16975 members 
Mstep: Class 7 contains 180802 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 74782 members 
Mstep: Class 10 contains 87777 members 
Mstep: Class 11 contains 4018 members 
Mstep: Class 12 contains 10221 members 
Mstep: Class 13 contains 169498 members 
Mstep: Class 14 contains 11240 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7831 members 
Mstep: Class 18 contains 23945 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12233 members 
Mstep: Class 23 contains 46992 members 
Mstep: Class 24 contains 15101 members 
Mstep: Class 25 contains 24796 members 
Mstep: Class 26 contains 25355 members 
Mstep: Class 27 contains 19993 members 
Mstep: Class 28 contains 8439 members 
Mstep: Class 29 contains 10174 members 
Mstep: Class 30 contains 4523 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12459 members 
Mstep: Class 34 contains 49439 members 
Mstep: Class 35 contains 14473 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2100 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142653 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963120.000000 Penalty: 152864.640625
Iteration 172Q: 45 clusters Score -1.509631e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 50650 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 22816 members 
Mstep: Class 6 contains 16975 members 
Mstep: Class 7 contains 180796 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 74782 members 
Mstep: Class 10 contains 87782 members 
Mstep: Class 11 contains 4018 members 
Mstep: Class 12 contains 10223 members 
Mstep: Class 13 contains 169497 members 
Mstep: Class 14 contains 11247 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7830 members 
Mstep: Class 18 contains 23930 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 7947 members 
Mstep: Class 22 contains 12233 members 
Mstep: Class 23 contains 47005 members 
Mstep: Class 24 contains 15102 members 
Mstep: Class 25 contains 24796 members 
Mstep: Class 26 contains 25355 members 
Mstep: Class 27 contains 19990 members 
Mstep: Class 28 contains 8439 members 
Mstep: Class 29 contains 10177 members 
Mstep: Class 30 contains 4524 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12459 members 
Mstep: Class 34 contains 49442 members 
Mstep: Class 35 contains 14474 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2100 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142623 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963152.000000 Penalty: 152864.640625
Iteration 173Q: 45 clusters Score -1.509632e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 50649 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22837 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180794 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 74783 members 
Mstep: Class 10 contains 87785 members 
Mstep: Class 11 contains 4018 members 
Mstep: Class 12 contains 10226 members 
Mstep: Class 13 contains 169495 members 
Mstep: Class 14 contains 11251 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7831 members 
Mstep: Class 18 contains 23921 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 7946 members 
Mstep: Class 22 contains 12234 members 
Mstep: Class 23 contains 47011 members 
Mstep: Class 24 contains 15104 members 
Mstep: Class 25 contains 24796 members 
Mstep: Class 26 contains 25355 members 
Mstep: Class 27 contains 19989 members 
Mstep: Class 28 contains 8439 members 
Mstep: Class 29 contains 10178 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12459 members 
Mstep: Class 34 contains 49446 members 
Mstep: Class 35 contains 14474 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2100 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142595 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963120.000000 Penalty: 152864.640625
Iteration 174Q: 45 clusters Score -1.509631e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6279 members 
Mstep: Class 3 contains 50649 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22853 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180790 members 
Mstep: Class 8 contains 10094 members 
Mstep: Class 9 contains 74786 members 
Mstep: Class 10 contains 87785 members 
Mstep: Class 11 contains 4018 members 
Mstep: Class 12 contains 10230 members 
Mstep: Class 13 contains 169495 members 
Mstep: Class 14 contains 11258 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23904 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 7946 members 
Mstep: Class 22 contains 12235 members 
Mstep: Class 23 contains 47022 members 
Mstep: Class 24 contains 15105 members 
Mstep: Class 25 contains 24796 members 
Mstep: Class 26 contains 25355 members 
Mstep: Class 27 contains 19990 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 10176 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12459 members 
Mstep: Class 34 contains 49449 members 
Mstep: Class 35 contains 14474 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2100 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142572 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963072.000000 Penalty: 152864.640625
Iteration 175Q: 45 clusters Score -1.509631e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 50651 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22874 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180789 members 
Mstep: Class 8 contains 10094 members 
Mstep: Class 9 contains 74789 members 
Mstep: Class 10 contains 87791 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 10229 members 
Mstep: Class 13 contains 169502 members 
Mstep: Class 14 contains 11265 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7832 members 
Mstep: Class 18 contains 23886 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 7947 members 
Mstep: Class 22 contains 12235 members 
Mstep: Class 23 contains 47027 members 
Mstep: Class 24 contains 15106 members 
Mstep: Class 25 contains 24796 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19990 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 10174 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12459 members 
Mstep: Class 34 contains 49455 members 
Mstep: Class 35 contains 14473 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2100 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142537 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963088.000000 Penalty: 152864.640625
Iteration 176Q: 45 clusters Score -1.509631e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 50650 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22896 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180783 members 
Mstep: Class 8 contains 10094 members 
Mstep: Class 9 contains 74791 members 
Mstep: Class 10 contains 87793 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 10229 members 
Mstep: Class 13 contains 169506 members 
Mstep: Class 14 contains 11268 members 
Mstep: Class 15 contains 5603 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7832 members 
Mstep: Class 18 contains 23878 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 7946 members 
Mstep: Class 22 contains 12235 members 
Mstep: Class 23 contains 47026 members 
Mstep: Class 24 contains 15107 members 
Mstep: Class 25 contains 24796 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19987 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 10172 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 12461 members 
Mstep: Class 34 contains 49457 members 
Mstep: Class 35 contains 14473 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2100 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142519 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963104.000000 Penalty: 152864.640625
Iteration 177Q: 45 clusters Score -1.509631e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6285 members 
Mstep: Class 3 contains 50649 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22916 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180781 members 
Mstep: Class 8 contains 10094 members 
Mstep: Class 9 contains 74794 members 
Mstep: Class 10 contains 87798 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 10228 members 
Mstep: Class 13 contains 169504 members 
Mstep: Class 14 contains 11271 members 
Mstep: Class 15 contains 5603 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23867 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 7945 members 
Mstep: Class 22 contains 12235 members 
Mstep: Class 23 contains 47030 members 
Mstep: Class 24 contains 15107 members 
Mstep: Class 25 contains 24796 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19985 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 10170 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12464 members 
Mstep: Class 34 contains 49460 members 
Mstep: Class 35 contains 14474 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142495 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963088.000000 Penalty: 152864.640625
Iteration 178Q: 45 clusters Score -1.509631e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6287 members 
Mstep: Class 3 contains 50651 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22925 members 
Mstep: Class 6 contains 16975 members 
Mstep: Class 7 contains 180779 members 
Mstep: Class 8 contains 10094 members 
Mstep: Class 9 contains 74797 members 
Mstep: Class 10 contains 87804 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 10228 members 
Mstep: Class 13 contains 169503 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23860 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 7946 members 
Mstep: Class 22 contains 12235 members 
Mstep: Class 23 contains 47034 members 
Mstep: Class 24 contains 15107 members 
Mstep: Class 25 contains 24796 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19983 members 
Mstep: Class 28 contains 8441 members 
Mstep: Class 29 contains 10167 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12468 members 
Mstep: Class 34 contains 49461 members 
Mstep: Class 35 contains 14474 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142477 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963152.000000 Penalty: 152864.640625
Iteration 179Q: 45 clusters Score -1.509632e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6289 members 
Mstep: Class 3 contains 50650 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22936 members 
Mstep: Class 6 contains 16975 members 
Mstep: Class 7 contains 180778 members 
Mstep: Class 8 contains 10094 members 
Mstep: Class 9 contains 74796 members 
Mstep: Class 10 contains 87804 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 10228 members 
Mstep: Class 13 contains 169506 members 
Mstep: Class 14 contains 11277 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23858 members 
Mstep: Class 19 contains 392 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 7946 members 
Mstep: Class 22 contains 12235 members 
Mstep: Class 23 contains 47034 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24796 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19980 members 
Mstep: Class 28 contains 8439 members 
Mstep: Class 29 contains 10166 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12474 members 
Mstep: Class 34 contains 49460 members 
Mstep: Class 35 contains 14476 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142461 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963248.000000 Penalty: 152864.640625
Iteration 180F: 45 clusters Score -1.509632e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6289 members 
Mstep: Class 3 contains 50652 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22944 members 
Mstep: Class 6 contains 16974 members 
Mstep: Class 7 contains 180779 members 
Mstep: Class 8 contains 10094 members 
Mstep: Class 9 contains 74794 members 
Mstep: Class 10 contains 87806 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10228 members 
Mstep: Class 13 contains 169506 members 
Mstep: Class 14 contains 11278 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23855 members 
Mstep: Class 19 contains 397 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 7946 members 
Mstep: Class 22 contains 12235 members 
Mstep: Class 23 contains 47038 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24796 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19978 members 
Mstep: Class 28 contains 8438 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 318 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12480 members 
Mstep: Class 34 contains 49463 members 
Mstep: Class 35 contains 14476 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142444 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963216.000000 Penalty: 152864.640625
Iteration 181Q: 45 clusters Score -1.509632e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6287 members 
Mstep: Class 3 contains 50652 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22951 members 
Mstep: Class 6 contains 16974 members 
Mstep: Class 7 contains 180776 members 
Mstep: Class 8 contains 10094 members 
Mstep: Class 9 contains 74795 members 
Mstep: Class 10 contains 87807 members 
Mstep: Class 11 contains 4014 members 
Mstep: Class 12 contains 10229 members 
Mstep: Class 13 contains 169508 members 
Mstep: Class 14 contains 11281 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23852 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 7947 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47040 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24796 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19977 members 
Mstep: Class 28 contains 8434 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12481 members 
Mstep: Class 34 contains 49466 members 
Mstep: Class 35 contains 14476 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142435 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963296.000000 Penalty: 152864.640625
Iteration 182Q: 45 clusters Score -1.509633e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6289 members 
Mstep: Class 3 contains 50651 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22954 members 
Mstep: Class 6 contains 16974 members 
Mstep: Class 7 contains 180776 members 
Mstep: Class 8 contains 10094 members 
Mstep: Class 9 contains 74796 members 
Mstep: Class 10 contains 87803 members 
Mstep: Class 11 contains 4014 members 
Mstep: Class 12 contains 10230 members 
Mstep: Class 13 contains 169510 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23850 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47037 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19976 members 
Mstep: Class 28 contains 8434 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4526 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12485 members 
Mstep: Class 34 contains 49467 members 
Mstep: Class 35 contains 14475 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142426 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963264.000000 Penalty: 152864.640625
Iteration 183Q: 45 clusters Score -1.509633e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6289 members 
Mstep: Class 3 contains 50649 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22957 members 
Mstep: Class 6 contains 16975 members 
Mstep: Class 7 contains 180776 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74799 members 
Mstep: Class 10 contains 87793 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10232 members 
Mstep: Class 13 contains 169511 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23845 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47040 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19976 members 
Mstep: Class 28 contains 8434 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12489 members 
Mstep: Class 34 contains 49471 members 
Mstep: Class 35 contains 14475 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142421 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963216.000000 Penalty: 152864.640625
Iteration 184Q: 45 clusters Score -1.509632e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50650 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22961 members 
Mstep: Class 6 contains 16974 members 
Mstep: Class 7 contains 180775 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74805 members 
Mstep: Class 10 contains 87789 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10232 members 
Mstep: Class 13 contains 169511 members 
Mstep: Class 14 contains 11286 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23842 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 7947 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47042 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19976 members 
Mstep: Class 28 contains 8434 members 
Mstep: Class 29 contains 10164 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12489 members 
Mstep: Class 34 contains 49474 members 
Mstep: Class 35 contains 14476 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142413 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963168.000000 Penalty: 152864.640625
Iteration 185Q: 45 clusters Score -1.509632e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50650 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22963 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180775 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74805 members 
Mstep: Class 10 contains 87792 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10232 members 
Mstep: Class 13 contains 169512 members 
Mstep: Class 14 contains 11288 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23839 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 7947 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47041 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19976 members 
Mstep: Class 28 contains 8434 members 
Mstep: Class 29 contains 10162 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12488 members 
Mstep: Class 34 contains 49476 members 
Mstep: Class 35 contains 14476 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142406 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963200.000000 Penalty: 152864.640625
Iteration 186Q: 45 clusters Score -1.509632e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50651 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22964 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180774 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74807 members 
Mstep: Class 10 contains 87793 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10232 members 
Mstep: Class 13 contains 169512 members 
Mstep: Class 14 contains 11288 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23839 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 7947 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47038 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19976 members 
Mstep: Class 28 contains 8434 members 
Mstep: Class 29 contains 10162 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12489 members 
Mstep: Class 34 contains 49477 members 
Mstep: Class 35 contains 14477 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142402 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963136.000000 Penalty: 152864.640625
Iteration 187Q: 45 clusters Score -1.509631e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50652 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22965 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180774 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74808 members 
Mstep: Class 10 contains 87794 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10232 members 
Mstep: Class 13 contains 169512 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23837 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 7947 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47040 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19976 members 
Mstep: Class 28 contains 8434 members 
Mstep: Class 29 contains 10163 members 
Mstep: Class 30 contains 4526 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12491 members 
Mstep: Class 34 contains 49477 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142394 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963072.000000 Penalty: 152864.640625
Iteration 188Q: 45 clusters Score -1.509631e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50652 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22966 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180774 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74807 members 
Mstep: Class 10 contains 87795 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10232 members 
Mstep: Class 13 contains 169511 members 
Mstep: Class 14 contains 11292 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23836 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 7947 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47040 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19976 members 
Mstep: Class 28 contains 8434 members 
Mstep: Class 29 contains 10163 members 
Mstep: Class 30 contains 4526 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12494 members 
Mstep: Class 34 contains 49476 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142391 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963088.000000 Penalty: 152864.640625
Iteration 189Q: 45 clusters Score -1.509631e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50651 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22968 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180774 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74808 members 
Mstep: Class 10 contains 87790 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10232 members 
Mstep: Class 13 contains 169514 members 
Mstep: Class 14 contains 11295 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23835 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 8862 members 
Mstep: Class 21 contains 7947 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47041 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19976 members 
Mstep: Class 28 contains 8434 members 
Mstep: Class 29 contains 10164 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12494 members 
Mstep: Class 34 contains 49477 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142384 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963088.000000 Penalty: 152864.640625
Iteration 190Q: 45 clusters Score -1.509631e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50651 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22969 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180771 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74812 members 
Mstep: Class 10 contains 87788 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10232 members 
Mstep: Class 13 contains 169514 members 
Mstep: Class 14 contains 11296 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23830 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 8862 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47043 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19975 members 
Mstep: Class 28 contains 8434 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12493 members 
Mstep: Class 34 contains 49480 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142383 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963056.000000 Penalty: 152864.640625
Iteration 191Q: 45 clusters Score -1.509631e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50651 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22969 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180769 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74817 members 
Mstep: Class 10 contains 87784 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10232 members 
Mstep: Class 13 contains 169514 members 
Mstep: Class 14 contains 11297 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23826 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47043 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19974 members 
Mstep: Class 28 contains 8435 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12492 members 
Mstep: Class 34 contains 49482 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142385 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963088.000000 Penalty: 152864.640625
Iteration 192Q: 45 clusters Score -1.509631e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50651 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22969 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180769 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74821 members 
Mstep: Class 10 contains 87780 members 
Mstep: Class 11 contains 4014 members 
Mstep: Class 12 contains 10231 members 
Mstep: Class 13 contains 169515 members 
Mstep: Class 14 contains 11298 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23825 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47044 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19974 members 
Mstep: Class 28 contains 8435 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12492 members 
Mstep: Class 34 contains 49482 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142385 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963088.000000 Penalty: 152864.640625
Iteration 193Q: 45 clusters Score -1.509631e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50651 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22969 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180768 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74823 members 
Mstep: Class 10 contains 87776 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10232 members 
Mstep: Class 13 contains 169515 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23827 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47043 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19974 members 
Mstep: Class 28 contains 8435 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12492 members 
Mstep: Class 34 contains 49482 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142384 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963120.000000 Penalty: 152864.640625
Iteration 194Q: 45 clusters Score -1.509631e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50651 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22970 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180767 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74824 members 
Mstep: Class 10 contains 87775 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10231 members 
Mstep: Class 13 contains 169516 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23826 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47043 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19974 members 
Mstep: Class 28 contains 8435 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12492 members 
Mstep: Class 34 contains 49482 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142385 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963088.000000 Penalty: 152864.640625
Iteration 195Q: 45 clusters Score -1.509631e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50650 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22971 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180767 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74827 members 
Mstep: Class 10 contains 87772 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10231 members 
Mstep: Class 13 contains 169515 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23826 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47044 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19973 members 
Mstep: Class 28 contains 8435 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12492 members 
Mstep: Class 34 contains 49482 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142386 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963136.000000 Penalty: 152864.640625
Iteration 196Q: 45 clusters Score -1.509631e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50650 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22971 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180767 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74829 members 
Mstep: Class 10 contains 87771 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10231 members 
Mstep: Class 13 contains 169515 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23826 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47045 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19973 members 
Mstep: Class 28 contains 8435 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12492 members 
Mstep: Class 34 contains 49482 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142384 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963152.000000 Penalty: 152864.640625
Iteration 197Q: 45 clusters Score -1.509632e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50650 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22971 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180767 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74830 members 
Mstep: Class 10 contains 87770 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10231 members 
Mstep: Class 13 contains 169515 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23826 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47045 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19973 members 
Mstep: Class 28 contains 8435 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12492 members 
Mstep: Class 34 contains 49482 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142384 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963168.000000 Penalty: 152864.640625
Iteration 198Q: 45 clusters Score -1.509632e+08 nChanged 1
Entering ConstructFrom: 
Score: -150963168.000000 Penalty: 152864.640625
Entering ConstructFrom: 
Trying to split cluster 1 (4056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Entering Unmasked Estep 
Score: -470295.718750 Penalty: 2060.372314
	Iteration 0F: 2 clusters Score -470295.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -466396.062500 Penalty: 4120.744629
	Iteration 0F: 3 clusters Score -466396.1 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -467413.968750 Penalty: 4120.744629
	Iteration 1F: 3 clusters Score -467414 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -467717.812500 Penalty: 4120.744629
	Iteration 2F: 3 clusters Score -467717.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -467978.250000 Penalty: 4120.744629
	Iteration 3F: 3 clusters Score -467978.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -468174.906250 Penalty: 4120.744629
	Iteration 4F: 3 clusters Score -468174.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -468338.562500 Penalty: 4120.744629
	Iteration 5Q: 3 clusters Score -468338.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -468482.062500 Penalty: 4120.744629
	Iteration 6Q: 3 clusters Score -468482.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -468587.250000 Penalty: 4120.744629
	Iteration 7Q: 3 clusters Score -468587.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -468693.625000 Penalty: 4120.744629
	Iteration 8Q: 3 clusters Score -468693.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -468807.750000 Penalty: 4120.744629
	Iteration 9Q: 3 clusters Score -468807.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -468930.968750 Penalty: 4120.744629
	Iteration 10Q: 3 clusters Score -468931 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -469029.500000 Penalty: 4120.744629
	Iteration 11Q: 3 clusters Score -469029.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -469100.093750 Penalty: 4120.744629
	Iteration 12Q: 3 clusters Score -469100.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -469172.156250 Penalty: 4120.744629
	Iteration 13Q: 3 clusters Score -469172.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -469240.781250 Penalty: 4120.744629
	Iteration 14Q: 3 clusters Score -469240.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -469298.437500 Penalty: 4120.744629
	Iteration 15Q: 3 clusters Score -469298.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -469350.312500 Penalty: 4120.744629
	Iteration 16Q: 3 clusters Score -469350.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -469390.062500 Penalty: 4120.744629
	Iteration 17Q: 3 clusters Score -469390.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -469427.562500 Penalty: 4120.744629
	Iteration 18Q: 3 clusters Score -469427.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -469454.812500 Penalty: 4120.744629
	Iteration 19Q: 3 clusters Score -469454.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -469478.781250 Penalty: 4120.744629
	Iteration 20F: 3 clusters Score -469478.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -469508.625000 Penalty: 4120.744629
	Iteration 21Q: 3 clusters Score -469508.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -469522.687500 Penalty: 4120.744629
	Iteration 22Q: 3 clusters Score -469522.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -469533.718750 Penalty: 4120.744629
	Iteration 23Q: 3 clusters Score -469533.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -469540.531250 Penalty: 4120.744629
	Iteration 24Q: 3 clusters Score -469540.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -469543.593750 Penalty: 4120.744629
	Iteration 25Q: 3 clusters Score -469543.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -469546.437500 Penalty: 4120.744629
	Iteration 26Q: 3 clusters Score -469546.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -469548.062500 Penalty: 4120.744629
	Iteration 27Q: 3 clusters Score -469548.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -469549.875000 Penalty: 4120.744629
	Iteration 28Q: 3 clusters Score -469549.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -469550.968750 Penalty: 4120.744629
	Iteration 29Q: 3 clusters Score -469551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -469552.312500 Penalty: 4120.744629
	Iteration 30Q: 3 clusters Score -469552.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -469553.781250 Penalty: 4120.744629
	Iteration 31Q: 3 clusters Score -469553.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -469554.187500 Penalty: 4120.744629
	Iteration 32Q: 3 clusters Score -469554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -469554.593750 Penalty: 4120.744629
	Iteration 33Q: 3 clusters Score -469554.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -469554.593750 Penalty: 4120.744629
	Iteration 34F: 3 clusters Score -469554.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Entering Unmasked Estep 
Score: -792821.562500 Penalty: 2169.185791
	Iteration 0F: 2 clusters Score -792821.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -787502.125000 Penalty: 4338.371582
	Iteration 0F: 3 clusters Score -787502.1 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -788880.750000 Penalty: 4338.371582
	Iteration 1F: 3 clusters Score -788880.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -789126.000000 Penalty: 4338.371582
	Iteration 2F: 3 clusters Score -789126 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -789290.812500 Penalty: 4338.371582
	Iteration 3F: 3 clusters Score -789290.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -789416.312500 Penalty: 4338.371582
	Iteration 4Q: 3 clusters Score -789416.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -789530.875000 Penalty: 4338.371582
	Iteration 5Q: 3 clusters Score -789530.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -789672.937500 Penalty: 4338.371582
	Iteration 6Q: 3 clusters Score -789672.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -789836.625000 Penalty: 4338.371582
	Iteration 7Q: 3 clusters Score -789836.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -790018.562500 Penalty: 4338.371582
	Iteration 8Q: 3 clusters Score -790018.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -790196.750000 Penalty: 4338.371582
	Iteration 9Q: 3 clusters Score -790196.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -790331.500000 Penalty: 4338.371582
	Iteration 10Q: 3 clusters Score -790331.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -790445.625000 Penalty: 4338.371582
	Iteration 11Q: 3 clusters Score -790445.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -790532.125000 Penalty: 4338.371582
	Iteration 12Q: 3 clusters Score -790532.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -790596.562500 Penalty: 4338.371582
	Iteration 13Q: 3 clusters Score -790596.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -790643.625000 Penalty: 4338.371582
	Iteration 14Q: 3 clusters Score -790643.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -790682.687500 Penalty: 4338.371582
	Iteration 15Q: 3 clusters Score -790682.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -790722.125000 Penalty: 4338.371582
	Iteration 16Q: 3 clusters Score -790722.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -790748.937500 Penalty: 4338.371582
	Iteration 17Q: 3 clusters Score -790748.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -790773.187500 Penalty: 4338.371582
	Iteration 18Q: 3 clusters Score -790773.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -790790.125000 Penalty: 4338.371582
	Iteration 19Q: 3 clusters Score -790790.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -790802.500000 Penalty: 4338.371582
	Iteration 20F: 3 clusters Score -790802.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -790819.375000 Penalty: 4338.371582
	Iteration 21Q: 3 clusters Score -790819.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -790829.875000 Penalty: 4338.371582
	Iteration 22Q: 3 clusters Score -790829.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -790834.750000 Penalty: 4338.371582
	Iteration 23Q: 3 clusters Score -790834.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -790847.250000 Penalty: 4338.371582
	Iteration 24Q: 3 clusters Score -790847.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -790859.875000 Penalty: 4338.371582
	Iteration 25Q: 3 clusters Score -790859.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -790868.375000 Penalty: 4338.371582
	Iteration 26Q: 3 clusters Score -790868.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -790882.625000 Penalty: 4338.371582
	Iteration 27Q: 3 clusters Score -790882.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -790890.375000 Penalty: 4338.371582
	Iteration 28Q: 3 clusters Score -790890.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -790895.250000 Penalty: 4338.371582
	Iteration 29Q: 3 clusters Score -790895.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -790904.375000 Penalty: 4338.371582
	Iteration 30Q: 3 clusters Score -790904.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -790911.750000 Penalty: 4338.371582
	Iteration 31Q: 3 clusters Score -790911.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -790915.500000 Penalty: 4338.371582
	Iteration 32Q: 3 clusters Score -790915.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -790922.000000 Penalty: 4338.371582
	Iteration 33Q: 3 clusters Score -790922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -790928.500000 Penalty: 4338.371582
	Iteration 34Q: 3 clusters Score -790928.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -790931.875000 Penalty: 4338.371582
	Iteration 35Q: 3 clusters Score -790931.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -790934.812500 Penalty: 4338.371582
	Iteration 36Q: 3 clusters Score -790934.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -790940.250000 Penalty: 4338.371582
	Iteration 37Q: 3 clusters Score -790940.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -790943.312500 Penalty: 4338.371582
	Iteration 38Q: 3 clusters Score -790943.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -790946.000000 Penalty: 4338.371582
	Iteration 39Q: 3 clusters Score -790946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -790947.062500 Penalty: 4338.371582
	Iteration 40F: 3 clusters Score -790947.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -790949.187500 Penalty: 4338.371582
	Iteration 41Q: 3 clusters Score -790949.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -790949.937500 Penalty: 4338.371582
	Iteration 42Q: 3 clusters Score -790949.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -790952.250000 Penalty: 4338.371582
	Iteration 43Q: 3 clusters Score -790952.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -790955.687500 Penalty: 4338.371582
	Iteration 44Q: 3 clusters Score -790955.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -790955.375000 Penalty: 4338.371582
	Iteration 45Q: 3 clusters Score -790955.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -790956.312500 Penalty: 4338.371582
	Iteration 46Q: 3 clusters Score -790956.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -790960.062500 Penalty: 4338.371582
	Iteration 47Q: 3 clusters Score -790960.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -790961.687500 Penalty: 4338.371582
	Iteration 48Q: 3 clusters Score -790961.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -790963.687500 Penalty: 4338.371582
	Iteration 49Q: 3 clusters Score -790963.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -790966.000000 Penalty: 4338.371582
	Iteration 50Q: 3 clusters Score -790966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -790967.437500 Penalty: 4338.371582
	Iteration 51Q: 3 clusters Score -790967.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -790969.437500 Penalty: 4338.371582
	Iteration 52Q: 3 clusters Score -790969.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -790972.812500 Penalty: 4338.371582
	Iteration 53Q: 3 clusters Score -790972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -790974.625000 Penalty: 4338.371582
	Iteration 54Q: 3 clusters Score -790974.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -790973.875000 Penalty: 4338.371582
	Iteration 55Q: 3 clusters Score -790973.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -790973.875000 Penalty: 4338.371582
	Iteration 56F: 3 clusters Score -790973.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Entering Unmasked Estep 
Score: -6521591.500000 Penalty: 2686.508057
	Iteration 0F: 2 clusters Score -6521592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -6487609.000000 Penalty: 5373.016113
	Iteration 0F: 3 clusters Score -6487609 nChanged 23305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -6500759.000000 Penalty: 5373.016113
	Iteration 1F: 3 clusters Score -6500759 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -6501502.000000 Penalty: 5373.016113
	Iteration 2Q: 3 clusters Score -6501502 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -6502233.000000 Penalty: 5373.016113
	Iteration 3Q: 3 clusters Score -6502233 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -6503023.500000 Penalty: 5373.016113
	Iteration 4Q: 3 clusters Score -6503024 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -6503979.500000 Penalty: 5373.016113
	Iteration 5Q: 3 clusters Score -6503980 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -6505284.500000 Penalty: 5373.016113
	Iteration 6Q: 3 clusters Score -6505284 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -6506929.000000 Penalty: 5373.016113
	Iteration 7F: 3 clusters Score -6506929 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -6508801.500000 Penalty: 5373.016113
	Iteration 8F: 3 clusters Score -6508802 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -6510819.500000 Penalty: 5373.016113
	Iteration 9F: 3 clusters Score -6510820 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -6512724.000000 Penalty: 5373.016113
	Iteration 10Q: 3 clusters Score -6512724 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -6514397.000000 Penalty: 5373.016113
	Iteration 11Q: 3 clusters Score -6514397 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -6515691.000000 Penalty: 5373.016113
	Iteration 12Q: 3 clusters Score -6515691 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -6516622.500000 Penalty: 5373.016113
	Iteration 13Q: 3 clusters Score -6516622 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -6517217.000000 Penalty: 5373.016113
	Iteration 14Q: 3 clusters Score -6517217 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -6517609.000000 Penalty: 5373.016113
	Iteration 15Q: 3 clusters Score -6517609 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -6517952.000000 Penalty: 5373.016113
	Iteration 16Q: 3 clusters Score -6517952 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -6518226.500000 Penalty: 5373.016113
	Iteration 17Q: 3 clusters Score -6518226 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -6518438.500000 Penalty: 5373.016113
	Iteration 18Q: 3 clusters Score -6518438 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -6518615.500000 Penalty: 5373.016113
	Iteration 19Q: 3 clusters Score -6518616 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6518738.500000 Penalty: 5373.016113
	Iteration 20F: 3 clusters Score -6518738 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -6518836.000000 Penalty: 5373.016113
	Iteration 21Q: 3 clusters Score -6518836 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6518879.000000 Penalty: 5373.016113
	Iteration 22Q: 3 clusters Score -6518879 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6518941.000000 Penalty: 5373.016113
	Iteration 23Q: 3 clusters Score -6518941 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6518993.000000 Penalty: 5373.016113
	Iteration 24Q: 3 clusters Score -6518993 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6519041.000000 Penalty: 5373.016113
	Iteration 25Q: 3 clusters Score -6519041 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6519095.000000 Penalty: 5373.016113
	Iteration 26Q: 3 clusters Score -6519095 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6519149.500000 Penalty: 5373.016113
	Iteration 27Q: 3 clusters Score -6519150 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -6519162.500000 Penalty: 5373.016113
	Iteration 28Q: 3 clusters Score -6519162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6519186.000000 Penalty: 5373.016113
	Iteration 29Q: 3 clusters Score -6519186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6519198.000000 Penalty: 5373.016113
	Iteration 30Q: 3 clusters Score -6519198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6519217.000000 Penalty: 5373.016113
	Iteration 31Q: 3 clusters Score -6519217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6519216.500000 Penalty: 5373.016113
	Iteration 32Q: 3 clusters Score -6519216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6519234.000000 Penalty: 5373.016113
	Iteration 33Q: 3 clusters Score -6519234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6519246.500000 Penalty: 5373.016113
	Iteration 34Q: 3 clusters Score -6519246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6519255.000000 Penalty: 5373.016113
	Iteration 35Q: 3 clusters Score -6519255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6519256.500000 Penalty: 5373.016113
	Iteration 36Q: 3 clusters Score -6519256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6519276.500000 Penalty: 5373.016113
	Iteration 37Q: 3 clusters Score -6519276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6519279.500000 Penalty: 5373.016113
	Iteration 38Q: 3 clusters Score -6519280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6519283.000000 Penalty: 5373.016113
	Iteration 39Q: 3 clusters Score -6519283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6519299.000000 Penalty: 5373.016113
	Iteration 40F: 3 clusters Score -6519299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6519289.500000 Penalty: 5373.016113
	Iteration 41Q: 3 clusters Score -6519290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6519302.500000 Penalty: 5373.016113
	Iteration 42Q: 3 clusters Score -6519302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6519310.500000 Penalty: 5373.016113
	Iteration 43Q: 3 clusters Score -6519310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6519315.000000 Penalty: 5373.016113
	Iteration 44Q: 3 clusters Score -6519315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6519315.000000 Penalty: 5373.016113
	Iteration 45Q: 3 clusters Score -6519315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6519325.500000 Penalty: 5373.016113
	Iteration 46Q: 3 clusters Score -6519326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6519317.500000 Penalty: 5373.016113
	Iteration 47Q: 3 clusters Score -6519318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6519315.000000 Penalty: 5373.016113
	Iteration 48Q: 3 clusters Score -6519315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6519315.000000 Penalty: 5373.016113
	Iteration 49Q: 3 clusters Score -6519315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6519331.500000 Penalty: 5373.016113
	Iteration 50Q: 3 clusters Score -6519332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6519327.500000 Penalty: 5373.016113
	Iteration 51Q: 3 clusters Score -6519328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6519329.500000 Penalty: 5373.016113
	Iteration 52Q: 3 clusters Score -6519330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6519330.500000 Penalty: 5373.016113
	Iteration 53Q: 3 clusters Score -6519330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6519334.500000 Penalty: 5373.016113
	Iteration 54Q: 3 clusters Score -6519334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6519333.000000 Penalty: 5373.016113
	Iteration 55Q: 3 clusters Score -6519333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6519332.500000 Penalty: 5373.016113
	Iteration 56Q: 3 clusters Score -6519332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6519335.500000 Penalty: 5373.016113
	Iteration 57Q: 3 clusters Score -6519336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6519335.000000 Penalty: 5373.016113
	Iteration 58Q: 3 clusters Score -6519335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6519340.000000 Penalty: 5373.016113
	Iteration 59Q: 3 clusters Score -6519340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6519338.000000 Penalty: 5373.016113
	Iteration 60F: 3 clusters Score -6519338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Entering Unmasked Estep 
Score: -605931.875000 Penalty: 2103.119873
	Iteration 0F: 2 clusters Score -605931.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -601547.750000 Penalty: 4206.239746
	Iteration 0F: 3 clusters Score -601547.8 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -602577.250000 Penalty: 4206.239746
	Iteration 1F: 3 clusters Score -602577.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -602765.125000 Penalty: 4206.239746
	Iteration 2F: 3 clusters Score -602765.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -602880.187500 Penalty: 4206.239746
	Iteration 3Q: 3 clusters Score -602880.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -602985.312500 Penalty: 4206.239746
	Iteration 4Q: 3 clusters Score -602985.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -603059.062500 Penalty: 4206.239746
	Iteration 5Q: 3 clusters Score -603059.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -603118.500000 Penalty: 4206.239746
	Iteration 6Q: 3 clusters Score -603118.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -603171.625000 Penalty: 4206.239746
	Iteration 7Q: 3 clusters Score -603171.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -603210.500000 Penalty: 4206.239746
	Iteration 8Q: 3 clusters Score -603210.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -603245.937500 Penalty: 4206.239746
	Iteration 9Q: 3 clusters Score -603245.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -603273.562500 Penalty: 4206.239746
	Iteration 10Q: 3 clusters Score -603273.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -603295.500000 Penalty: 4206.239746
	Iteration 11Q: 3 clusters Score -603295.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -603327.250000 Penalty: 4206.239746
	Iteration 12Q: 3 clusters Score -603327.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -603356.000000 Penalty: 4206.239746
	Iteration 13Q: 3 clusters Score -603356 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -603378.875000 Penalty: 4206.239746
	Iteration 14Q: 3 clusters Score -603378.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -603403.875000 Penalty: 4206.239746
	Iteration 15Q: 3 clusters Score -603403.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -603423.750000 Penalty: 4206.239746
	Iteration 16Q: 3 clusters Score -603423.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -603452.937500 Penalty: 4206.239746
	Iteration 17Q: 3 clusters Score -603452.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -603481.500000 Penalty: 4206.239746
	Iteration 18Q: 3 clusters Score -603481.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -603520.062500 Penalty: 4206.239746
	Iteration 19Q: 3 clusters Score -603520.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -603560.625000 Penalty: 4206.239746
	Iteration 20F: 3 clusters Score -603560.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -603591.750000 Penalty: 4206.239746
	Iteration 21Q: 3 clusters Score -603591.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -603634.062500 Penalty: 4206.239746
	Iteration 22Q: 3 clusters Score -603634.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -603671.875000 Penalty: 4206.239746
	Iteration 23Q: 3 clusters Score -603671.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -603705.375000 Penalty: 4206.239746
	Iteration 24Q: 3 clusters Score -603705.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -603736.937500 Penalty: 4206.239746
	Iteration 25Q: 3 clusters Score -603736.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -603780.875000 Penalty: 4206.239746
	Iteration 26Q: 3 clusters Score -603780.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -603833.500000 Penalty: 4206.239746
	Iteration 27Q: 3 clusters Score -603833.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -603887.062500 Penalty: 4206.239746
	Iteration 28Q: 3 clusters Score -603887.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -603932.187500 Penalty: 4206.239746
	Iteration 29Q: 3 clusters Score -603932.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -603980.062500 Penalty: 4206.239746
	Iteration 30Q: 3 clusters Score -603980.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -604020.562500 Penalty: 4206.239746
	Iteration 31Q: 3 clusters Score -604020.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -604046.937500 Penalty: 4206.239746
	Iteration 32Q: 3 clusters Score -604046.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -604063.437500 Penalty: 4206.239746
	Iteration 33Q: 3 clusters Score -604063.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -604073.375000 Penalty: 4206.239746
	Iteration 34Q: 3 clusters Score -604073.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -604086.687500 Penalty: 4206.239746
	Iteration 35Q: 3 clusters Score -604086.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -604098.937500 Penalty: 4206.239746
	Iteration 36Q: 3 clusters Score -604098.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -604108.875000 Penalty: 4206.239746
	Iteration 37Q: 3 clusters Score -604108.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -604118.125000 Penalty: 4206.239746
	Iteration 38Q: 3 clusters Score -604118.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -604131.875000 Penalty: 4206.239746
	Iteration 39Q: 3 clusters Score -604131.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -604142.812500 Penalty: 4206.239746
	Iteration 40F: 3 clusters Score -604142.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -604162.000000 Penalty: 4206.239746
	Iteration 41Q: 3 clusters Score -604162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -604177.937500 Penalty: 4206.239746
	Iteration 42Q: 3 clusters Score -604177.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -604184.437500 Penalty: 4206.239746
	Iteration 43Q: 3 clusters Score -604184.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -604192.375000 Penalty: 4206.239746
	Iteration 44Q: 3 clusters Score -604192.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -604196.812500 Penalty: 4206.239746
	Iteration 45Q: 3 clusters Score -604196.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -604200.250000 Penalty: 4206.239746
	Iteration 46Q: 3 clusters Score -604200.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -604200.000000 Penalty: 4206.239746
	Iteration 47Q: 3 clusters Score -604200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -604201.937500 Penalty: 4206.239746
	Iteration 48Q: 3 clusters Score -604201.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -604203.125000 Penalty: 4206.239746
	Iteration 49Q: 3 clusters Score -604203.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -604203.875000 Penalty: 4206.239746
	Iteration 50Q: 3 clusters Score -604203.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -604204.750000 Penalty: 4206.239746
	Iteration 51Q: 3 clusters Score -604204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -604205.625000 Penalty: 4206.239746
	Iteration 52Q: 3 clusters Score -604205.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -604208.937500 Penalty: 4206.239746
	Iteration 53Q: 3 clusters Score -604208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -604209.312500 Penalty: 4206.239746
	Iteration 54Q: 3 clusters Score -604209.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -604209.312500 Penalty: 4206.239746
	Iteration 55F: 3 clusters Score -604209.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Entering Unmasked Estep 
Score: -3028844.500000 Penalty: 2490.412842
	Iteration 0F: 2 clusters Score -3028844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -3012802.500000 Penalty: 4980.825684
	Iteration 0F: 3 clusters Score -3012802 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3018072.750000 Penalty: 4980.825684
	Iteration 1F: 3 clusters Score -3018073 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -3018488.250000 Penalty: 4980.825684
	Iteration 2F: 3 clusters Score -3018488 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -3018872.000000 Penalty: 4980.825684
	Iteration 3Q: 3 clusters Score -3018872 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3019228.000000 Penalty: 4980.825684
	Iteration 4Q: 3 clusters Score -3019228 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -3019558.000000 Penalty: 4980.825684
	Iteration 5Q: 3 clusters Score -3019558 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3019855.000000 Penalty: 4980.825684
	Iteration 6Q: 3 clusters Score -3019855 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -3020140.750000 Penalty: 4980.825684
	Iteration 7Q: 3 clusters Score -3020141 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -3020467.750000 Penalty: 4980.825684
	Iteration 8Q: 3 clusters Score -3020468 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3020798.500000 Penalty: 4980.825684
	Iteration 9Q: 3 clusters Score -3020798 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -3021193.000000 Penalty: 4980.825684
	Iteration 10Q: 3 clusters Score -3021193 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -3021596.000000 Penalty: 4980.825684
	Iteration 11Q: 3 clusters Score -3021596 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3022011.500000 Penalty: 4980.825684
	Iteration 12Q: 3 clusters Score -3022012 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3022468.000000 Penalty: 4980.825684
	Iteration 13Q: 3 clusters Score -3022468 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -3022904.500000 Penalty: 4980.825684
	Iteration 14Q: 3 clusters Score -3022904 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3023311.250000 Penalty: 4980.825684
	Iteration 15Q: 3 clusters Score -3023311 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -3023643.750000 Penalty: 4980.825684
	Iteration 16Q: 3 clusters Score -3023644 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3023937.500000 Penalty: 4980.825684
	Iteration 17Q: 3 clusters Score -3023938 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -3024182.750000 Penalty: 4980.825684
	Iteration 18Q: 3 clusters Score -3024183 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3024382.250000 Penalty: 4980.825684
	Iteration 19Q: 3 clusters Score -3024382 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3024555.000000 Penalty: 4980.825684
	Iteration 20F: 3 clusters Score -3024555 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3024651.500000 Penalty: 4980.825684
	Iteration 21Q: 3 clusters Score -3024652 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3024734.000000 Penalty: 4980.825684
	Iteration 22Q: 3 clusters Score -3024734 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3024810.500000 Penalty: 4980.825684
	Iteration 23Q: 3 clusters Score -3024810 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3024861.000000 Penalty: 4980.825684
	Iteration 24Q: 3 clusters Score -3024861 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -3024899.500000 Penalty: 4980.825684
	Iteration 25Q: 3 clusters Score -3024900 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3024941.000000 Penalty: 4980.825684
	Iteration 26Q: 3 clusters Score -3024941 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3024975.000000 Penalty: 4980.825684
	Iteration 27Q: 3 clusters Score -3024975 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3025011.750000 Penalty: 4980.825684
	Iteration 28Q: 3 clusters Score -3025012 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3025052.500000 Penalty: 4980.825684
	Iteration 29Q: 3 clusters Score -3025052 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3025079.500000 Penalty: 4980.825684
	Iteration 30Q: 3 clusters Score -3025080 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -3025102.500000 Penalty: 4980.825684
	Iteration 31Q: 3 clusters Score -3025102 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3025131.000000 Penalty: 4980.825684
	Iteration 32Q: 3 clusters Score -3025131 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3025147.000000 Penalty: 4980.825684
	Iteration 33Q: 3 clusters Score -3025147 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -3025172.750000 Penalty: 4980.825684
	Iteration 34Q: 3 clusters Score -3025173 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3025216.000000 Penalty: 4980.825684
	Iteration 35Q: 3 clusters Score -3025216 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3025246.250000 Penalty: 4980.825684
	Iteration 36Q: 3 clusters Score -3025246 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3025273.000000 Penalty: 4980.825684
	Iteration 37Q: 3 clusters Score -3025273 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3025295.250000 Penalty: 4980.825684
	Iteration 38Q: 3 clusters Score -3025295 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3025321.000000 Penalty: 4980.825684
	Iteration 39Q: 3 clusters Score -3025321 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3025334.250000 Penalty: 4980.825684
	Iteration 40F: 3 clusters Score -3025334 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -3025352.000000 Penalty: 4980.825684
	Iteration 41Q: 3 clusters Score -3025352 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3025373.250000 Penalty: 4980.825684
	Iteration 42Q: 3 clusters Score -3025373 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3025392.500000 Penalty: 4980.825684
	Iteration 43Q: 3 clusters Score -3025392 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3025414.500000 Penalty: 4980.825684
	Iteration 44Q: 3 clusters Score -3025414 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3025445.750000 Penalty: 4980.825684
	Iteration 45Q: 3 clusters Score -3025446 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -3025468.000000 Penalty: 4980.825684
	Iteration 46Q: 3 clusters Score -3025468 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3025503.750000 Penalty: 4980.825684
	Iteration 47Q: 3 clusters Score -3025504 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -3025525.250000 Penalty: 4980.825684
	Iteration 48Q: 3 clusters Score -3025525 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -3025541.000000 Penalty: 4980.825684
	Iteration 49Q: 3 clusters Score -3025541 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -3025564.750000 Penalty: 4980.825684
	Iteration 50Q: 3 clusters Score -3025565 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3025579.000000 Penalty: 4980.825684
	Iteration 51Q: 3 clusters Score -3025579 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -3025613.250000 Penalty: 4980.825684
	Iteration 52Q: 3 clusters Score -3025613 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -3025634.000000 Penalty: 4980.825684
	Iteration 53Q: 3 clusters Score -3025634 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3025671.500000 Penalty: 4980.825684
	Iteration 54Q: 3 clusters Score -3025672 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3025685.000000 Penalty: 4980.825684
	Iteration 55Q: 3 clusters Score -3025685 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -3025696.000000 Penalty: 4980.825684
	Iteration 56Q: 3 clusters Score -3025696 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -3025715.000000 Penalty: 4980.825684
	Iteration 57Q: 3 clusters Score -3025715 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3025750.000000 Penalty: 4980.825684
	Iteration 58Q: 3 clusters Score -3025750 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -3025768.750000 Penalty: 4980.825684
	Iteration 59Q: 3 clusters Score -3025769 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3025815.250000 Penalty: 4980.825684
	Iteration 60F: 3 clusters Score -3025815 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -3025858.250000 Penalty: 4980.825684
	Iteration 61Q: 3 clusters Score -3025858 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -3025898.000000 Penalty: 4980.825684
	Iteration 62Q: 3 clusters Score -3025898 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3025938.500000 Penalty: 4980.825684
	Iteration 63Q: 3 clusters Score -3025938 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3025980.500000 Penalty: 4980.825684
	Iteration 64Q: 3 clusters Score -3025980 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3026016.000000 Penalty: 4980.825684
	Iteration 65Q: 3 clusters Score -3026016 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -3026044.000000 Penalty: 4980.825684
	Iteration 66Q: 3 clusters Score -3026044 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3026071.750000 Penalty: 4980.825684
	Iteration 67Q: 3 clusters Score -3026072 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -3026106.750000 Penalty: 4980.825684
	Iteration 68Q: 3 clusters Score -3026107 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3026147.250000 Penalty: 4980.825684
	Iteration 69Q: 3 clusters Score -3026147 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3026181.000000 Penalty: 4980.825684
	Iteration 70Q: 3 clusters Score -3026181 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -3026229.250000 Penalty: 4980.825684
	Iteration 71Q: 3 clusters Score -3026229 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -3026264.500000 Penalty: 4980.825684
	Iteration 72Q: 3 clusters Score -3026264 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -3026294.500000 Penalty: 4980.825684
	Iteration 73Q: 3 clusters Score -3026294 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3026335.750000 Penalty: 4980.825684
	Iteration 74Q: 3 clusters Score -3026336 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -3026388.250000 Penalty: 4980.825684
	Iteration 75Q: 3 clusters Score -3026388 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3026433.000000 Penalty: 4980.825684
	Iteration 76Q: 3 clusters Score -3026433 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -3026470.500000 Penalty: 4980.825684
	Iteration 77Q: 3 clusters Score -3026470 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -3026513.250000 Penalty: 4980.825684
	Iteration 78Q: 3 clusters Score -3026513 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -3026562.000000 Penalty: 4980.825684
	Iteration 79Q: 3 clusters Score -3026562 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3026590.750000 Penalty: 4980.825684
	Iteration 80F: 3 clusters Score -3026591 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3026622.750000 Penalty: 4980.825684
	Iteration 81Q: 3 clusters Score -3026623 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -3026640.500000 Penalty: 4980.825684
	Iteration 82Q: 3 clusters Score -3026640 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -3026676.750000 Penalty: 4980.825684
	Iteration 83Q: 3 clusters Score -3026677 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -3026714.750000 Penalty: 4980.825684
	Iteration 84Q: 3 clusters Score -3026715 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -3026747.000000 Penalty: 4980.825684
	Iteration 85Q: 3 clusters Score -3026747 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -3026768.500000 Penalty: 4980.825684
	Iteration 86Q: 3 clusters Score -3026768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -3026780.500000 Penalty: 4980.825684
	Iteration 87Q: 3 clusters Score -3026780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -3026799.750000 Penalty: 4980.825684
	Iteration 88Q: 3 clusters Score -3026800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3026813.250000 Penalty: 4980.825684
	Iteration 89Q: 3 clusters Score -3026813 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -3026824.750000 Penalty: 4980.825684
	Iteration 90Q: 3 clusters Score -3026825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -3026830.000000 Penalty: 4980.825684
	Iteration 91Q: 3 clusters Score -3026830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -3026835.250000 Penalty: 4980.825684
	Iteration 92Q: 3 clusters Score -3026835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -3026845.750000 Penalty: 4980.825684
	Iteration 93Q: 3 clusters Score -3026846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -3026856.750000 Penalty: 4980.825684
	Iteration 94Q: 3 clusters Score -3026857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -3026864.750000 Penalty: 4980.825684
	Iteration 95Q: 3 clusters Score -3026865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -3026871.000000 Penalty: 4980.825684
	Iteration 96Q: 3 clusters Score -3026871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -3026877.500000 Penalty: 4980.825684
	Iteration 97Q: 3 clusters Score -3026878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -3026887.000000 Penalty: 4980.825684
	Iteration 98Q: 3 clusters Score -3026887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -3026893.000000 Penalty: 4980.825684
	Iteration 99Q: 3 clusters Score -3026893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -3026895.250000 Penalty: 4980.825684
	Iteration 100F: 3 clusters Score -3026895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -3026894.000000 Penalty: 4980.825684
	Iteration 101Q: 3 clusters Score -3026894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -3026891.500000 Penalty: 4980.825684
	Iteration 102Q: 3 clusters Score -3026892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -3026895.000000 Penalty: 4980.825684
	Iteration 103Q: 3 clusters Score -3026895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -3026899.000000 Penalty: 4980.825684
	Iteration 104Q: 3 clusters Score -3026899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -3026900.000000 Penalty: 4980.825684
	Iteration 105Q: 3 clusters Score -3026900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -3026900.000000 Penalty: 4980.825684
	Iteration 106F: 3 clusters Score -3026900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Entering Unmasked Estep 
Score: -2200071.250000 Penalty: 2415.409912
	Iteration 0F: 2 clusters Score -2200071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2187981.750000 Penalty: 4830.819824
	Iteration 0F: 3 clusters Score -2187982 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2192052.750000 Penalty: 4830.819824
	Iteration 1F: 3 clusters Score -2192053 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2192605.500000 Penalty: 4830.819824
	Iteration 2F: 3 clusters Score -2192606 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2193184.500000 Penalty: 4830.819824
	Iteration 3F: 3 clusters Score -2193184 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2193901.750000 Penalty: 4830.819824
	Iteration 4F: 3 clusters Score -2193902 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2194816.750000 Penalty: 4830.819824
	Iteration 5F: 3 clusters Score -2194817 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2195851.000000 Penalty: 4830.819824
	Iteration 6F: 3 clusters Score -2195851 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2196842.750000 Penalty: 4830.819824
	Iteration 7F: 3 clusters Score -2196843 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2197607.000000 Penalty: 4830.819824
	Iteration 8F: 3 clusters Score -2197607 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2198128.250000 Penalty: 4830.819824
	Iteration 9Q: 3 clusters Score -2198128 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2198426.500000 Penalty: 4830.819824
	Iteration 10Q: 3 clusters Score -2198426 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2198628.750000 Penalty: 4830.819824
	Iteration 11Q: 3 clusters Score -2198629 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2198757.000000 Penalty: 4830.819824
	Iteration 12Q: 3 clusters Score -2198757 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2198852.750000 Penalty: 4830.819824
	Iteration 13Q: 3 clusters Score -2198853 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2198933.250000 Penalty: 4830.819824
	Iteration 14Q: 3 clusters Score -2198933 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2198986.000000 Penalty: 4830.819824
	Iteration 15Q: 3 clusters Score -2198986 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2199024.750000 Penalty: 4830.819824
	Iteration 16Q: 3 clusters Score -2199025 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2199068.250000 Penalty: 4830.819824
	Iteration 17Q: 3 clusters Score -2199068 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2199098.750000 Penalty: 4830.819824
	Iteration 18Q: 3 clusters Score -2199099 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2199120.500000 Penalty: 4830.819824
	Iteration 19Q: 3 clusters Score -2199120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2199134.000000 Penalty: 4830.819824
	Iteration 20F: 3 clusters Score -2199134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2199141.250000 Penalty: 4830.819824
	Iteration 21Q: 3 clusters Score -2199141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2199150.500000 Penalty: 4830.819824
	Iteration 22Q: 3 clusters Score -2199150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2199156.000000 Penalty: 4830.819824
	Iteration 23Q: 3 clusters Score -2199156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2199155.750000 Penalty: 4830.819824
	Iteration 24Q: 3 clusters Score -2199156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2199160.250000 Penalty: 4830.819824
	Iteration 25Q: 3 clusters Score -2199160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2199170.750000 Penalty: 4830.819824
	Iteration 26Q: 3 clusters Score -2199171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2199180.250000 Penalty: 4830.819824
	Iteration 27Q: 3 clusters Score -2199180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2199185.250000 Penalty: 4830.819824
	Iteration 28Q: 3 clusters Score -2199185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2199194.250000 Penalty: 4830.819824
	Iteration 29Q: 3 clusters Score -2199194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2199204.500000 Penalty: 4830.819824
	Iteration 30Q: 3 clusters Score -2199204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2199202.750000 Penalty: 4830.819824
	Iteration 31Q: 3 clusters Score -2199203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2199205.250000 Penalty: 4830.819824
	Iteration 32Q: 3 clusters Score -2199205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2199206.250000 Penalty: 4830.819824
	Iteration 33Q: 3 clusters Score -2199206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2199202.500000 Penalty: 4830.819824
	Iteration 34Q: 3 clusters Score -2199202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2199202.750000 Penalty: 4830.819824
	Iteration 35Q: 3 clusters Score -2199203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2199202.750000 Penalty: 4830.819824
	Iteration 36F: 3 clusters Score -2199203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180767 members 
Entering Unmasked Estep 
Score: -23178188.000000 Penalty: 3002.031250
	Iteration 0F: 2 clusters Score -2.317819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90349 members 
Mstep: Class 2 contains 90418 members 
Entering Unmasked Estep 
Score: -23057670.000000 Penalty: 6004.062500
	Iteration 0F: 3 clusters Score -2.305767e+07 nChanged 86653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89936 members 
Mstep: Class 2 contains 90831 members 
Entering Unmasked Estep 
Score: -23107640.000000 Penalty: 6004.062500
	Iteration 1F: 3 clusters Score -2.310764e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89541 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -23108526.000000 Penalty: 6004.062500
	Iteration 2Q: 3 clusters Score -2.310853e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88974 members 
Mstep: Class 2 contains 91793 members 
Entering Unmasked Estep 
Score: -23109524.000000 Penalty: 6004.062500
	Iteration 3Q: 3 clusters Score -2.310952e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87998 members 
Mstep: Class 2 contains 92769 members 
Entering Unmasked Estep 
Score: -23110808.000000 Penalty: 6004.062500
	Iteration 4Q: 3 clusters Score -2.311081e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 94312 members 
Entering Unmasked Estep 
Score: -23112370.000000 Penalty: 6004.062500
	Iteration 5Q: 3 clusters Score -2.311237e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84058 members 
Mstep: Class 2 contains 96709 members 
Entering Unmasked Estep 
Score: -23114892.000000 Penalty: 6004.062500
	Iteration 6Q: 3 clusters Score -2.311489e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 100300 members 
Entering Unmasked Estep 
Score: -23118016.000000 Penalty: 6004.062500
	Iteration 7Q: 3 clusters Score -2.311802e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75529 members 
Mstep: Class 2 contains 105238 members 
Entering Unmasked Estep 
Score: -23122268.000000 Penalty: 6004.062500
	Iteration 8Q: 3 clusters Score -2.312227e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68836 members 
Mstep: Class 2 contains 111931 members 
Entering Unmasked Estep 
Score: -23128320.000000 Penalty: 6004.062500
	Iteration 9F: 3 clusters Score -2.312832e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60557 members 
Mstep: Class 2 contains 120210 members 
Entering Unmasked Estep 
Score: -23136004.000000 Penalty: 6004.062500
	Iteration 10F: 3 clusters Score -2.3136e+07 nChanged 11150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 129442 members 
Entering Unmasked Estep 
Score: -23144606.000000 Penalty: 6004.062500
	Iteration 11F: 3 clusters Score -2.314461e+07 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 138274 members 
Entering Unmasked Estep 
Score: -23152966.000000 Penalty: 6004.062500
	Iteration 12F: 3 clusters Score -2.315297e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 145659 members 
Entering Unmasked Estep 
Score: -23159896.000000 Penalty: 6004.062500
	Iteration 13Q: 3 clusters Score -2.31599e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 151443 members 
Entering Unmasked Estep 
Score: -23164490.000000 Penalty: 6004.062500
	Iteration 14Q: 3 clusters Score -2.316449e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 156044 members 
Entering Unmasked Estep 
Score: -23167722.000000 Penalty: 6004.062500
	Iteration 15Q: 3 clusters Score -2.316772e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 159727 members 
Entering Unmasked Estep 
Score: -23169826.000000 Penalty: 6004.062500
	Iteration 16Q: 3 clusters Score -2.316983e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 162655 members 
Entering Unmasked Estep 
Score: -23171430.000000 Penalty: 6004.062500
	Iteration 17Q: 3 clusters Score -2.317143e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 165107 members 
Entering Unmasked Estep 
Score: -23172810.000000 Penalty: 6004.062500
	Iteration 18Q: 3 clusters Score -2.317281e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 167156 members 
Entering Unmasked Estep 
Score: -23173820.000000 Penalty: 6004.062500
	Iteration 19Q: 3 clusters Score -2.317382e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 168752 members 
Entering Unmasked Estep 
Score: -23174582.000000 Penalty: 6004.062500
	Iteration 20F: 3 clusters Score -2.317458e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 170044 members 
Entering Unmasked Estep 
Score: -23175070.000000 Penalty: 6004.062500
	Iteration 21Q: 3 clusters Score -2.317507e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 171109 members 
Entering Unmasked Estep 
Score: -23175440.000000 Penalty: 6004.062500
	Iteration 22Q: 3 clusters Score -2.317544e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 171987 members 
Entering Unmasked Estep 
Score: -23175684.000000 Penalty: 6004.062500
	Iteration 23Q: 3 clusters Score -2.317568e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 172719 members 
Entering Unmasked Estep 
Score: -23175858.000000 Penalty: 6004.062500
	Iteration 24Q: 3 clusters Score -2.317586e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 173352 members 
Entering Unmasked Estep 
Score: -23176074.000000 Penalty: 6004.062500
	Iteration 25Q: 3 clusters Score -2.317607e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 173876 members 
Entering Unmasked Estep 
Score: -23176144.000000 Penalty: 6004.062500
	Iteration 26Q: 3 clusters Score -2.317614e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 174333 members 
Entering Unmasked Estep 
Score: -23176192.000000 Penalty: 6004.062500
	Iteration 27Q: 3 clusters Score -2.317619e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 174708 members 
Entering Unmasked Estep 
Score: -23176256.000000 Penalty: 6004.062500
	Iteration 28Q: 3 clusters Score -2.317626e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 175002 members 
Entering Unmasked Estep 
Score: -23176386.000000 Penalty: 6004.062500
	Iteration 29Q: 3 clusters Score -2.317639e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 175241 members 
Entering Unmasked Estep 
Score: -23176448.000000 Penalty: 6004.062500
	Iteration 30Q: 3 clusters Score -2.317645e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 175433 members 
Entering Unmasked Estep 
Score: -23176496.000000 Penalty: 6004.062500
	Iteration 31Q: 3 clusters Score -2.31765e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 175607 members 
Entering Unmasked Estep 
Score: -23176518.000000 Penalty: 6004.062500
	Iteration 32Q: 3 clusters Score -2.317652e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 175755 members 
Entering Unmasked Estep 
Score: -23176526.000000 Penalty: 6004.062500
	Iteration 33Q: 3 clusters Score -2.317653e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 175890 members 
Entering Unmasked Estep 
Score: -23176552.000000 Penalty: 6004.062500
	Iteration 34Q: 3 clusters Score -2.317655e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 176006 members 
Entering Unmasked Estep 
Score: -23176568.000000 Penalty: 6004.062500
	Iteration 35Q: 3 clusters Score -2.317657e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 176104 members 
Entering Unmasked Estep 
Score: -23176552.000000 Penalty: 6004.062500
	Iteration 36Q: 3 clusters Score -2.317655e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 176188 members 
Entering Unmasked Estep 
Score: -23176576.000000 Penalty: 6004.062500
	Iteration 37Q: 3 clusters Score -2.317658e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 176258 members 
Entering Unmasked Estep 
Score: -23176590.000000 Penalty: 6004.062500
	Iteration 38Q: 3 clusters Score -2.317659e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 176333 members 
Entering Unmasked Estep 
Score: -23176592.000000 Penalty: 6004.062500
	Iteration 39Q: 3 clusters Score -2.317659e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 176391 members 
Entering Unmasked Estep 
Score: -23176600.000000 Penalty: 6004.062500
	Iteration 40F: 3 clusters Score -2.31766e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 176455 members 
Entering Unmasked Estep 
Score: -23176638.000000 Penalty: 6004.062500
	Iteration 41Q: 3 clusters Score -2.317664e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 176506 members 
Entering Unmasked Estep 
Score: -23176630.000000 Penalty: 6004.062500
	Iteration 42Q: 3 clusters Score -2.317663e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 176546 members 
Entering Unmasked Estep 
Score: -23176632.000000 Penalty: 6004.062500
	Iteration 43Q: 3 clusters Score -2.317663e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 176581 members 
Entering Unmasked Estep 
Score: -23176632.000000 Penalty: 6004.062500
	Iteration 44Q: 3 clusters Score -2.317663e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 176620 members 
Entering Unmasked Estep 
Score: -23176666.000000 Penalty: 6004.062500
	Iteration 45Q: 3 clusters Score -2.317667e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 176667 members 
Entering Unmasked Estep 
Score: -23176678.000000 Penalty: 6004.062500
	Iteration 46Q: 3 clusters Score -2.317668e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 176713 members 
Entering Unmasked Estep 
Score: -23176736.000000 Penalty: 6004.062500
	Iteration 47Q: 3 clusters Score -2.317674e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 176749 members 
Entering Unmasked Estep 
Score: -23176750.000000 Penalty: 6004.062500
	Iteration 48Q: 3 clusters Score -2.317675e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 176781 members 
Entering Unmasked Estep 
Score: -23176718.000000 Penalty: 6004.062500
	Iteration 49Q: 3 clusters Score -2.317672e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 176802 members 
Entering Unmasked Estep 
Score: -23176752.000000 Penalty: 6004.062500
	Iteration 50Q: 3 clusters Score -2.317675e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 176820 members 
Entering Unmasked Estep 
Score: -23176744.000000 Penalty: 6004.062500
	Iteration 51Q: 3 clusters Score -2.317674e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 176839 members 
Entering Unmasked Estep 
Score: -23176754.000000 Penalty: 6004.062500
	Iteration 52Q: 3 clusters Score -2.317675e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 176855 members 
Entering Unmasked Estep 
Score: -23176764.000000 Penalty: 6004.062500
	Iteration 53Q: 3 clusters Score -2.317676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 176865 members 
Entering Unmasked Estep 
Score: -23176744.000000 Penalty: 6004.062500
	Iteration 54Q: 3 clusters Score -2.317674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 176870 members 
Entering Unmasked Estep 
Score: -23176746.000000 Penalty: 6004.062500
	Iteration 55Q: 3 clusters Score -2.317675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 176876 members 
Entering Unmasked Estep 
Score: -23176732.000000 Penalty: 6004.062500
	Iteration 56Q: 3 clusters Score -2.317673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 176886 members 
Entering Unmasked Estep 
Score: -23176750.000000 Penalty: 6004.062500
	Iteration 57Q: 3 clusters Score -2.317675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 176895 members 
Entering Unmasked Estep 
Score: -23176748.000000 Penalty: 6004.062500
	Iteration 58Q: 3 clusters Score -2.317675e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 176909 members 
Entering Unmasked Estep 
Score: -23176746.000000 Penalty: 6004.062500
	Iteration 59Q: 3 clusters Score -2.317675e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 176921 members 
Entering Unmasked Estep 
Score: -23176754.000000 Penalty: 6004.062500
	Iteration 60F: 3 clusters Score -2.317675e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 176932 members 
Entering Unmasked Estep 
Score: -23176768.000000 Penalty: 6004.062500
	Iteration 61Q: 3 clusters Score -2.317677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 176941 members 
Entering Unmasked Estep 
Score: -23176780.000000 Penalty: 6004.062500
	Iteration 62Q: 3 clusters Score -2.317678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 176943 members 
Entering Unmasked Estep 
Score: -23176766.000000 Penalty: 6004.062500
	Iteration 63Q: 3 clusters Score -2.317677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 176944 members 
Entering Unmasked Estep 
Score: -23176760.000000 Penalty: 6004.062500
	Iteration 64Q: 3 clusters Score -2.317676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 176946 members 
Entering Unmasked Estep 
Score: -23176766.000000 Penalty: 6004.062500
	Iteration 65Q: 3 clusters Score -2.317677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 176947 members 
Entering Unmasked Estep 
Score: -23176760.000000 Penalty: 6004.062500
	Iteration 66Q: 3 clusters Score -2.317676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 176949 members 
Entering Unmasked Estep 
Score: -23176760.000000 Penalty: 6004.062500
	Iteration 67Q: 3 clusters Score -2.317676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 176950 members 
Entering Unmasked Estep 
Score: -23176754.000000 Penalty: 6004.062500
	Iteration 68Q: 3 clusters Score -2.317675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 176958 members 
Entering Unmasked Estep 
Score: -23176762.000000 Penalty: 6004.062500
	Iteration 69Q: 3 clusters Score -2.317676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 176965 members 
Entering Unmasked Estep 
Score: -23176754.000000 Penalty: 6004.062500
	Iteration 70Q: 3 clusters Score -2.317675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 176969 members 
Entering Unmasked Estep 
Score: -23176750.000000 Penalty: 6004.062500
	Iteration 71Q: 3 clusters Score -2.317675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 176968 members 
Entering Unmasked Estep 
Score: -23176754.000000 Penalty: 6004.062500
	Iteration 72Q: 3 clusters Score -2.317675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 176970 members 
Entering Unmasked Estep 
Score: -23176758.000000 Penalty: 6004.062500
	Iteration 73Q: 3 clusters Score -2.317676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 176972 members 
Entering Unmasked Estep 
Score: -23176750.000000 Penalty: 6004.062500
	Iteration 74Q: 3 clusters Score -2.317675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 176975 members 
Entering Unmasked Estep 
Score: -23176760.000000 Penalty: 6004.062500
	Iteration 75Q: 3 clusters Score -2.317676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 176978 members 
Entering Unmasked Estep 
Score: -23176758.000000 Penalty: 6004.062500
	Iteration 76Q: 3 clusters Score -2.317676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 176980 members 
Entering Unmasked Estep 
Score: -23176760.000000 Penalty: 6004.062500
	Iteration 77Q: 3 clusters Score -2.317676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 176980 members 
Entering Unmasked Estep 
Score: -23176760.000000 Penalty: 6004.062500
	Iteration 78F: 3 clusters Score -2.317676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Entering Unmasked Estep 
Score: -1225036.875000 Penalty: 2286.460205
	Iteration 0F: 2 clusters Score -1225037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1217363.000000 Penalty: 4572.920410
	Iteration 0F: 3 clusters Score -1217363 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1219525.500000 Penalty: 4572.920410
	Iteration 1F: 3 clusters Score -1219526 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1219817.000000 Penalty: 4572.920410
	Iteration 2F: 3 clusters Score -1219817 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1220041.125000 Penalty: 4572.920410
	Iteration 3Q: 3 clusters Score -1220041 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1220207.750000 Penalty: 4572.920410
	Iteration 4Q: 3 clusters Score -1220208 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1220362.625000 Penalty: 4572.920410
	Iteration 5Q: 3 clusters Score -1220363 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1220505.125000 Penalty: 4572.920410
	Iteration 6Q: 3 clusters Score -1220505 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1220671.000000 Penalty: 4572.920410
	Iteration 7Q: 3 clusters Score -1220671 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1220882.125000 Penalty: 4572.920410
	Iteration 8Q: 3 clusters Score -1220882 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1221104.000000 Penalty: 4572.920410
	Iteration 9Q: 3 clusters Score -1221104 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1221337.375000 Penalty: 4572.920410
	Iteration 10Q: 3 clusters Score -1221337 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1221623.125000 Penalty: 4572.920410
	Iteration 11Q: 3 clusters Score -1221623 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1221964.125000 Penalty: 4572.920410
	Iteration 12Q: 3 clusters Score -1221964 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1222278.125000 Penalty: 4572.920410
	Iteration 13Q: 3 clusters Score -1222278 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1222570.375000 Penalty: 4572.920410
	Iteration 14Q: 3 clusters Score -1222570 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1222824.125000 Penalty: 4572.920410
	Iteration 15Q: 3 clusters Score -1222824 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1223008.750000 Penalty: 4572.920410
	Iteration 16Q: 3 clusters Score -1223009 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1223152.500000 Penalty: 4572.920410
	Iteration 17Q: 3 clusters Score -1223152 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1223273.250000 Penalty: 4572.920410
	Iteration 18Q: 3 clusters Score -1223273 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1223355.750000 Penalty: 4572.920410
	Iteration 19Q: 3 clusters Score -1223356 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1223432.250000 Penalty: 4572.920410
	Iteration 20F: 3 clusters Score -1223432 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1223531.500000 Penalty: 4572.920410
	Iteration 21Q: 3 clusters Score -1223532 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1223656.625000 Penalty: 4572.920410
	Iteration 22Q: 3 clusters Score -1223657 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1223788.500000 Penalty: 4572.920410
	Iteration 23Q: 3 clusters Score -1223788 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1223911.375000 Penalty: 4572.920410
	Iteration 24Q: 3 clusters Score -1223911 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1224020.875000 Penalty: 4572.920410
	Iteration 25Q: 3 clusters Score -1224021 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1224124.500000 Penalty: 4572.920410
	Iteration 26Q: 3 clusters Score -1224124 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1224201.500000 Penalty: 4572.920410
	Iteration 27Q: 3 clusters Score -1224202 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1224240.875000 Penalty: 4572.920410
	Iteration 28Q: 3 clusters Score -1224241 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1224265.625000 Penalty: 4572.920410
	Iteration 29Q: 3 clusters Score -1224266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1224282.500000 Penalty: 4572.920410
	Iteration 30Q: 3 clusters Score -1224282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1224308.125000 Penalty: 4572.920410
	Iteration 31Q: 3 clusters Score -1224308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1224327.375000 Penalty: 4572.920410
	Iteration 32Q: 3 clusters Score -1224327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1224343.000000 Penalty: 4572.920410
	Iteration 33Q: 3 clusters Score -1224343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1224357.250000 Penalty: 4572.920410
	Iteration 34Q: 3 clusters Score -1224357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1224370.375000 Penalty: 4572.920410
	Iteration 35Q: 3 clusters Score -1224370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1224381.375000 Penalty: 4572.920410
	Iteration 36Q: 3 clusters Score -1224381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1224390.500000 Penalty: 4572.920410
	Iteration 37Q: 3 clusters Score -1224390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1224393.500000 Penalty: 4572.920410
	Iteration 38Q: 3 clusters Score -1224394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1224393.875000 Penalty: 4572.920410
	Iteration 39Q: 3 clusters Score -1224394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1224413.375000 Penalty: 4572.920410
	Iteration 40F: 3 clusters Score -1224413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1224428.375000 Penalty: 4572.920410
	Iteration 41Q: 3 clusters Score -1224428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1224438.500000 Penalty: 4572.920410
	Iteration 42Q: 3 clusters Score -1224438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1224451.875000 Penalty: 4572.920410
	Iteration 43Q: 3 clusters Score -1224452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1224478.375000 Penalty: 4572.920410
	Iteration 44Q: 3 clusters Score -1224478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1224501.125000 Penalty: 4572.920410
	Iteration 45Q: 3 clusters Score -1224501 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1224536.000000 Penalty: 4572.920410
	Iteration 46Q: 3 clusters Score -1224536 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1224560.375000 Penalty: 4572.920410
	Iteration 47Q: 3 clusters Score -1224560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1224590.125000 Penalty: 4572.920410
	Iteration 48Q: 3 clusters Score -1224590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1224618.000000 Penalty: 4572.920410
	Iteration 49Q: 3 clusters Score -1224618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1224639.500000 Penalty: 4572.920410
	Iteration 50Q: 3 clusters Score -1224640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1224658.625000 Penalty: 4572.920410
	Iteration 51Q: 3 clusters Score -1224659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1224674.750000 Penalty: 4572.920410
	Iteration 52Q: 3 clusters Score -1224675 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1224685.500000 Penalty: 4572.920410
	Iteration 53Q: 3 clusters Score -1224686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1224705.500000 Penalty: 4572.920410
	Iteration 54Q: 3 clusters Score -1224706 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1224722.750000 Penalty: 4572.920410
	Iteration 55Q: 3 clusters Score -1224723 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1224743.125000 Penalty: 4572.920410
	Iteration 56Q: 3 clusters Score -1224743 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1224760.125000 Penalty: 4572.920410
	Iteration 57Q: 3 clusters Score -1224760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1224773.375000 Penalty: 4572.920410
	Iteration 58Q: 3 clusters Score -1224773 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1224792.375000 Penalty: 4572.920410
	Iteration 59Q: 3 clusters Score -1224792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1224810.375000 Penalty: 4572.920410
	Iteration 60F: 3 clusters Score -1224810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1224822.750000 Penalty: 4572.920410
	Iteration 61Q: 3 clusters Score -1224823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1224833.000000 Penalty: 4572.920410
	Iteration 62Q: 3 clusters Score -1224833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1224840.500000 Penalty: 4572.920410
	Iteration 63Q: 3 clusters Score -1224840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1224850.875000 Penalty: 4572.920410
	Iteration 64Q: 3 clusters Score -1224851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1224856.625000 Penalty: 4572.920410
	Iteration 65Q: 3 clusters Score -1224857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1224864.250000 Penalty: 4572.920410
	Iteration 66Q: 3 clusters Score -1224864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1224863.875000 Penalty: 4572.920410
	Iteration 67Q: 3 clusters Score -1224864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1224867.125000 Penalty: 4572.920410
	Iteration 68Q: 3 clusters Score -1224867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1224870.375000 Penalty: 4572.920410
	Iteration 69Q: 3 clusters Score -1224870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1224873.625000 Penalty: 4572.920410
	Iteration 70Q: 3 clusters Score -1224874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1224879.250000 Penalty: 4572.920410
	Iteration 71Q: 3 clusters Score -1224879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1224880.750000 Penalty: 4572.920410
	Iteration 72Q: 3 clusters Score -1224881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1224879.625000 Penalty: 4572.920410
	Iteration 73Q: 3 clusters Score -1224880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1224880.250000 Penalty: 4572.920410
	Iteration 74Q: 3 clusters Score -1224880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1224880.250000 Penalty: 4572.920410
	Iteration 75Q: 3 clusters Score -1224880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1224881.000000 Penalty: 4572.920410
	Iteration 76Q: 3 clusters Score -1224881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1224879.750000 Penalty: 4572.920410
	Iteration 77Q: 3 clusters Score -1224880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1224881.625000 Penalty: 4572.920410
	Iteration 78Q: 3 clusters Score -1224882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1224877.875000 Penalty: 4572.920410
	Iteration 79Q: 3 clusters Score -1224878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1224881.875000 Penalty: 4572.920410
	Iteration 80F: 3 clusters Score -1224882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1224883.000000 Penalty: 4572.920410
	Iteration 81Q: 3 clusters Score -1224883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1224886.250000 Penalty: 4572.920410
	Iteration 82Q: 3 clusters Score -1224886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1224884.875000 Penalty: 4572.920410
	Iteration 83Q: 3 clusters Score -1224885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1224888.000000 Penalty: 4572.920410
	Iteration 84Q: 3 clusters Score -1224888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1224888.000000 Penalty: 4572.920410
	Iteration 85F: 3 clusters Score -1224888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74831 members 
Entering Unmasked Estep 
Score: -9591315.000000 Penalty: 2783.300781
	Iteration 0F: 2 clusters Score -9591315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -9541170.000000 Penalty: 5566.601562
	Iteration 0F: 3 clusters Score -9541170 nChanged 35116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -9561138.000000 Penalty: 5566.601562
	Iteration 1F: 3 clusters Score -9561138 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -9561833.000000 Penalty: 5566.601562
	Iteration 2Q: 3 clusters Score -9561833 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -9562561.000000 Penalty: 5566.601562
	Iteration 3Q: 3 clusters Score -9562561 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -9563421.000000 Penalty: 5566.601562
	Iteration 4Q: 3 clusters Score -9563421 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -9564420.000000 Penalty: 5566.601562
	Iteration 5Q: 3 clusters Score -9564420 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -9565649.000000 Penalty: 5566.601562
	Iteration 6Q: 3 clusters Score -9565649 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -9567447.000000 Penalty: 5566.601562
	Iteration 7Q: 3 clusters Score -9567447 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -9569856.000000 Penalty: 5566.601562
	Iteration 8F: 3 clusters Score -9569856 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -9572778.000000 Penalty: 5566.601562
	Iteration 9F: 3 clusters Score -9572778 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -9576350.000000 Penalty: 5566.601562
	Iteration 10F: 3 clusters Score -9576350 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -9580403.000000 Penalty: 5566.601562
	Iteration 11F: 3 clusters Score -9580403 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68121 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -9583943.000000 Penalty: 5566.601562
	Iteration 12F: 3 clusters Score -9583943 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -9586378.000000 Penalty: 5566.601562
	Iteration 13Q: 3 clusters Score -9586378 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -9587622.000000 Penalty: 5566.601562
	Iteration 14Q: 3 clusters Score -9587622 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73555 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9588242.000000 Penalty: 5566.601562
	Iteration 15Q: 3 clusters Score -9588242 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73941 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -9588568.000000 Penalty: 5566.601562
	Iteration 16Q: 3 clusters Score -9588568 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9588714.000000 Penalty: 5566.601562
	Iteration 17Q: 3 clusters Score -9588714 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74246 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9588809.000000 Penalty: 5566.601562
	Iteration 18Q: 3 clusters Score -9588809 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9588842.000000 Penalty: 5566.601562
	Iteration 19Q: 3 clusters Score -9588842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74332 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -9588869.000000 Penalty: 5566.601562
	Iteration 20F: 3 clusters Score -9588869 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74363 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9588895.000000 Penalty: 5566.601562
	Iteration 21Q: 3 clusters Score -9588895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74375 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9588902.000000 Penalty: 5566.601562
	Iteration 22Q: 3 clusters Score -9588902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74377 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9588908.000000 Penalty: 5566.601562
	Iteration 23Q: 3 clusters Score -9588908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74378 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9588923.000000 Penalty: 5566.601562
	Iteration 24Q: 3 clusters Score -9588923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74385 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9588922.000000 Penalty: 5566.601562
	Iteration 25Q: 3 clusters Score -9588922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74393 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9588927.000000 Penalty: 5566.601562
	Iteration 26Q: 3 clusters Score -9588927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74397 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9588934.000000 Penalty: 5566.601562
	Iteration 27Q: 3 clusters Score -9588934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74403 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9588942.000000 Penalty: 5566.601562
	Iteration 28Q: 3 clusters Score -9588942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9588952.000000 Penalty: 5566.601562
	Iteration 29Q: 3 clusters Score -9588952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74412 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9588948.000000 Penalty: 5566.601562
	Iteration 30Q: 3 clusters Score -9588948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9588952.000000 Penalty: 5566.601562
	Iteration 31Q: 3 clusters Score -9588952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9588956.000000 Penalty: 5566.601562
	Iteration 32Q: 3 clusters Score -9588956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74418 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9588956.000000 Penalty: 5566.601562
	Iteration 33Q: 3 clusters Score -9588956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74420 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9588965.000000 Penalty: 5566.601562
	Iteration 34Q: 3 clusters Score -9588965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74420 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9588965.000000 Penalty: 5566.601562
	Iteration 35F: 3 clusters Score -9588965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (87769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87769 members 
Entering Unmasked Estep 
Score: -10523621.000000 Penalty: 2822.850830
	Iteration 0F: 2 clusters Score -1.052362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -10465072.000000 Penalty: 5645.701660
	Iteration 0F: 3 clusters Score -1.046507e+07 nChanged 41125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -10489284.000000 Penalty: 5645.701660
	Iteration 1F: 3 clusters Score -1.048928e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -10490643.000000 Penalty: 5645.701660
	Iteration 2Q: 3 clusters Score -1.049064e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -10492243.000000 Penalty: 5645.701660
	Iteration 3Q: 3 clusters Score -1.049224e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -10494305.000000 Penalty: 5645.701660
	Iteration 4Q: 3 clusters Score -1.04943e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -10496603.000000 Penalty: 5645.701660
	Iteration 5F: 3 clusters Score -1.04966e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -10499373.000000 Penalty: 5645.701660
	Iteration 6F: 3 clusters Score -1.049937e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -10502408.000000 Penalty: 5645.701660
	Iteration 7F: 3 clusters Score -1.050241e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -10505701.000000 Penalty: 5645.701660
	Iteration 8F: 3 clusters Score -1.05057e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
Score: -10508618.000000 Penalty: 5645.701660
	Iteration 9F: 3 clusters Score -1.050862e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 59455 members 
Entering Unmasked Estep 
Score: -10511092.000000 Penalty: 5645.701660
	Iteration 10Q: 3 clusters Score -1.051109e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 60996 members 
Entering Unmasked Estep 
Score: -10512853.000000 Penalty: 5645.701660
	Iteration 11Q: 3 clusters Score -1.051285e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -10514077.000000 Penalty: 5645.701660
	Iteration 12Q: 3 clusters Score -1.051408e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -10515082.000000 Penalty: 5645.701660
	Iteration 13Q: 3 clusters Score -1.051508e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 64558 members 
Entering Unmasked Estep 
Score: -10515875.000000 Penalty: 5645.701660
	Iteration 14Q: 3 clusters Score -1.051588e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 65503 members 
Entering Unmasked Estep 
Score: -10516617.000000 Penalty: 5645.701660
	Iteration 15Q: 3 clusters Score -1.051662e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 66359 members 
Entering Unmasked Estep 
Score: -10517300.000000 Penalty: 5645.701660
	Iteration 16Q: 3 clusters Score -1.05173e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 67178 members 
Entering Unmasked Estep 
Score: -10518085.000000 Penalty: 5645.701660
	Iteration 17Q: 3 clusters Score -1.051808e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 67939 members 
Entering Unmasked Estep 
Score: -10518940.000000 Penalty: 5645.701660
	Iteration 18Q: 3 clusters Score -1.051894e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 68657 members 
Entering Unmasked Estep 
Score: -10519772.000000 Penalty: 5645.701660
	Iteration 19Q: 3 clusters Score -1.051977e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -10520571.000000 Penalty: 5645.701660
	Iteration 20F: 3 clusters Score -1.052057e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -10521247.000000 Penalty: 5645.701660
	Iteration 21Q: 3 clusters Score -1.052125e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 70072 members 
Entering Unmasked Estep 
Score: -10521731.000000 Penalty: 5645.701660
	Iteration 22Q: 3 clusters Score -1.052173e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -10521965.000000 Penalty: 5645.701660
	Iteration 23Q: 3 clusters Score -1.052196e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 70489 members 
Entering Unmasked Estep 
Score: -10522077.000000 Penalty: 5645.701660
	Iteration 24Q: 3 clusters Score -1.052208e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 70587 members 
Entering Unmasked Estep 
Score: -10522208.000000 Penalty: 5645.701660
	Iteration 25Q: 3 clusters Score -1.052221e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 70696 members 
Entering Unmasked Estep 
Score: -10522275.000000 Penalty: 5645.701660
	Iteration 26Q: 3 clusters Score -1.052228e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 70805 members 
Entering Unmasked Estep 
Score: -10522342.000000 Penalty: 5645.701660
	Iteration 27Q: 3 clusters Score -1.052234e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 70889 members 
Entering Unmasked Estep 
Score: -10522368.000000 Penalty: 5645.701660
	Iteration 28Q: 3 clusters Score -1.052237e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 70960 members 
Entering Unmasked Estep 
Score: -10522334.000000 Penalty: 5645.701660
	Iteration 29Q: 3 clusters Score -1.052233e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 71035 members 
Entering Unmasked Estep 
Score: -10522342.000000 Penalty: 5645.701660
	Iteration 30Q: 3 clusters Score -1.052234e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 71106 members 
Entering Unmasked Estep 
Score: -10522351.000000 Penalty: 5645.701660
	Iteration 31Q: 3 clusters Score -1.052235e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 71163 members 
Entering Unmasked Estep 
Score: -10522348.000000 Penalty: 5645.701660
	Iteration 32Q: 3 clusters Score -1.052235e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 71219 members 
Entering Unmasked Estep 
Score: -10522379.000000 Penalty: 5645.701660
	Iteration 33Q: 3 clusters Score -1.052238e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 71260 members 
Entering Unmasked Estep 
Score: -10522395.000000 Penalty: 5645.701660
	Iteration 34Q: 3 clusters Score -1.05224e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 71295 members 
Entering Unmasked Estep 
Score: -10522415.000000 Penalty: 5645.701660
	Iteration 35Q: 3 clusters Score -1.052242e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 71322 members 
Entering Unmasked Estep 
Score: -10522409.000000 Penalty: 5645.701660
	Iteration 36Q: 3 clusters Score -1.052241e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 71352 members 
Entering Unmasked Estep 
Score: -10522419.000000 Penalty: 5645.701660
	Iteration 37Q: 3 clusters Score -1.052242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -10522408.000000 Penalty: 5645.701660
	Iteration 38Q: 3 clusters Score -1.052241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 71389 members 
Entering Unmasked Estep 
Score: -10522404.000000 Penalty: 5645.701660
	Iteration 39Q: 3 clusters Score -1.05224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 71411 members 
Entering Unmasked Estep 
Score: -10522414.000000 Penalty: 5645.701660
	Iteration 40F: 3 clusters Score -1.052241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 71425 members 
Entering Unmasked Estep 
Score: -10522414.000000 Penalty: 5645.701660
	Iteration 41Q: 3 clusters Score -1.052241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 71435 members 
Entering Unmasked Estep 
Score: -10522414.000000 Penalty: 5645.701660
	Iteration 42Q: 3 clusters Score -1.052241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -10522418.000000 Penalty: 5645.701660
	Iteration 43Q: 3 clusters Score -1.052242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 71454 members 
Entering Unmasked Estep 
Score: -10522425.000000 Penalty: 5645.701660
	Iteration 44Q: 3 clusters Score -1.052242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 71458 members 
Entering Unmasked Estep 
Score: -10522419.000000 Penalty: 5645.701660
	Iteration 45Q: 3 clusters Score -1.052242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -10522418.000000 Penalty: 5645.701660
	Iteration 46Q: 3 clusters Score -1.052242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 71465 members 
Entering Unmasked Estep 
Score: -10522420.000000 Penalty: 5645.701660
	Iteration 47Q: 3 clusters Score -1.052242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 71466 members 
Entering Unmasked Estep 
Score: -10522411.000000 Penalty: 5645.701660
	Iteration 48Q: 3 clusters Score -1.052241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 71468 members 
Entering Unmasked Estep 
Score: -10522409.000000 Penalty: 5645.701660
	Iteration 49Q: 3 clusters Score -1.052241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 71472 members 
Entering Unmasked Estep 
Score: -10522417.000000 Penalty: 5645.701660
	Iteration 50Q: 3 clusters Score -1.052242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -10522416.000000 Penalty: 5645.701660
	Iteration 51Q: 3 clusters Score -1.052242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -10522425.000000 Penalty: 5645.701660
	Iteration 52Q: 3 clusters Score -1.052242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 71485 members 
Entering Unmasked Estep 
Score: -10522429.000000 Penalty: 5645.701660
	Iteration 53Q: 3 clusters Score -1.052243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 71488 members 
Entering Unmasked Estep 
Score: -10522423.000000 Penalty: 5645.701660
	Iteration 54Q: 3 clusters Score -1.052242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -10522429.000000 Penalty: 5645.701660
	Iteration 55Q: 3 clusters Score -1.052243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 71491 members 
Entering Unmasked Estep 
Score: -10522432.000000 Penalty: 5645.701660
	Iteration 56Q: 3 clusters Score -1.052243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -10522438.000000 Penalty: 5645.701660
	Iteration 57Q: 3 clusters Score -1.052244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 71493 members 
Entering Unmasked Estep 
Score: -10522429.000000 Penalty: 5645.701660
	Iteration 58Q: 3 clusters Score -1.052243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 71494 members 
Entering Unmasked Estep 
Score: -10522432.000000 Penalty: 5645.701660
	Iteration 59Q: 3 clusters Score -1.052243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 71496 members 
Entering Unmasked Estep 
Score: -10522433.000000 Penalty: 5645.701660
	Iteration 60F: 3 clusters Score -1.052243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 71499 members 
Entering Unmasked Estep 
Score: -10522431.000000 Penalty: 5645.701660
	Iteration 61Q: 3 clusters Score -1.052243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 71500 members 
Entering Unmasked Estep 
Score: -10522429.000000 Penalty: 5645.701660
	Iteration 62Q: 3 clusters Score -1.052243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 71500 members 
Entering Unmasked Estep 
Score: -10522429.000000 Penalty: 5645.701660
	Iteration 63F: 3 clusters Score -1.052243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Entering Unmasked Estep 
Score: -461377.781250 Penalty: 2057.852539
	Iteration 0F: 2 clusters Score -461377.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -457508.593750 Penalty: 4115.705078
	Iteration 0F: 3 clusters Score -457508.6 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -458580.656250 Penalty: 4115.705078
	Iteration 1F: 3 clusters Score -458580.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -458930.468750 Penalty: 4115.705078
	Iteration 2F: 3 clusters Score -458930.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -459169.750000 Penalty: 4115.705078
	Iteration 3F: 3 clusters Score -459169.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -459409.750000 Penalty: 4115.705078
	Iteration 4F: 3 clusters Score -459409.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -459690.750000 Penalty: 4115.705078
	Iteration 5F: 3 clusters Score -459690.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -459962.437500 Penalty: 4115.705078
	Iteration 6F: 3 clusters Score -459962.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -460162.437500 Penalty: 4115.705078
	Iteration 7Q: 3 clusters Score -460162.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -460284.718750 Penalty: 4115.705078
	Iteration 8Q: 3 clusters Score -460284.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -460373.843750 Penalty: 4115.705078
	Iteration 9Q: 3 clusters Score -460373.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -460457.125000 Penalty: 4115.705078
	Iteration 10Q: 3 clusters Score -460457.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -460524.937500 Penalty: 4115.705078
	Iteration 11Q: 3 clusters Score -460524.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -460638.937500 Penalty: 4115.705078
	Iteration 12Q: 3 clusters Score -460638.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -460718.906250 Penalty: 4115.705078
	Iteration 13Q: 3 clusters Score -460718.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -460762.500000 Penalty: 4115.705078
	Iteration 14Q: 3 clusters Score -460762.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -460803.250000 Penalty: 4115.705078
	Iteration 15Q: 3 clusters Score -460803.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -460828.125000 Penalty: 4115.705078
	Iteration 16Q: 3 clusters Score -460828.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -460846.843750 Penalty: 4115.705078
	Iteration 17Q: 3 clusters Score -460846.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -460869.250000 Penalty: 4115.705078
	Iteration 18Q: 3 clusters Score -460869.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -460883.156250 Penalty: 4115.705078
	Iteration 19Q: 3 clusters Score -460883.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -460891.468750 Penalty: 4115.705078
	Iteration 20F: 3 clusters Score -460891.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -460896.343750 Penalty: 4115.705078
	Iteration 21Q: 3 clusters Score -460896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -460896.656250 Penalty: 4115.705078
	Iteration 22Q: 3 clusters Score -460896.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -460899.250000 Penalty: 4115.705078
	Iteration 23Q: 3 clusters Score -460899.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -460899.656250 Penalty: 4115.705078
	Iteration 24Q: 3 clusters Score -460899.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -460901.093750 Penalty: 4115.705078
	Iteration 25Q: 3 clusters Score -460901.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -460901.562500 Penalty: 4115.705078
	Iteration 26Q: 3 clusters Score -460901.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -460903.062500 Penalty: 4115.705078
	Iteration 27Q: 3 clusters Score -460903.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -460906.218750 Penalty: 4115.705078
	Iteration 28Q: 3 clusters Score -460906.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -460907.687500 Penalty: 4115.705078
	Iteration 29Q: 3 clusters Score -460907.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -460909.031250 Penalty: 4115.705078
	Iteration 30Q: 3 clusters Score -460909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -460910.281250 Penalty: 4115.705078
	Iteration 31Q: 3 clusters Score -460910.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -460910.218750 Penalty: 4115.705078
	Iteration 32Q: 3 clusters Score -460910.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -460910.218750 Penalty: 4115.705078
	Iteration 33F: 3 clusters Score -460910.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Entering Unmasked Estep 
Score: -1259403.000000 Penalty: 2289.827881
	Iteration 0F: 2 clusters Score -1259403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1251663.750000 Penalty: 4579.655762
	Iteration 0F: 3 clusters Score -1251664 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1253855.625000 Penalty: 4579.655762
	Iteration 1F: 3 clusters Score -1253856 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1254159.500000 Penalty: 4579.655762
	Iteration 2F: 3 clusters Score -1254160 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1254385.125000 Penalty: 4579.655762
	Iteration 3F: 3 clusters Score -1254385 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1254538.375000 Penalty: 4579.655762
	Iteration 4Q: 3 clusters Score -1254538 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1254693.750000 Penalty: 4579.655762
	Iteration 5Q: 3 clusters Score -1254694 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1254856.125000 Penalty: 4579.655762
	Iteration 6Q: 3 clusters Score -1254856 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1255012.000000 Penalty: 4579.655762
	Iteration 7Q: 3 clusters Score -1255012 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1255162.375000 Penalty: 4579.655762
	Iteration 8Q: 3 clusters Score -1255162 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1255351.375000 Penalty: 4579.655762
	Iteration 9Q: 3 clusters Score -1255351 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1255591.375000 Penalty: 4579.655762
	Iteration 10Q: 3 clusters Score -1255591 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1255847.750000 Penalty: 4579.655762
	Iteration 11Q: 3 clusters Score -1255848 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1256110.125000 Penalty: 4579.655762
	Iteration 12Q: 3 clusters Score -1256110 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1256352.750000 Penalty: 4579.655762
	Iteration 13Q: 3 clusters Score -1256353 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1256571.500000 Penalty: 4579.655762
	Iteration 14Q: 3 clusters Score -1256572 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1256800.875000 Penalty: 4579.655762
	Iteration 15Q: 3 clusters Score -1256801 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1256983.500000 Penalty: 4579.655762
	Iteration 16Q: 3 clusters Score -1256984 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1257129.000000 Penalty: 4579.655762
	Iteration 17Q: 3 clusters Score -1257129 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1257200.250000 Penalty: 4579.655762
	Iteration 18Q: 3 clusters Score -1257200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1257251.250000 Penalty: 4579.655762
	Iteration 19Q: 3 clusters Score -1257251 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1257290.375000 Penalty: 4579.655762
	Iteration 20F: 3 clusters Score -1257290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1257323.500000 Penalty: 4579.655762
	Iteration 21Q: 3 clusters Score -1257324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1257351.000000 Penalty: 4579.655762
	Iteration 22Q: 3 clusters Score -1257351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1257371.875000 Penalty: 4579.655762
	Iteration 23Q: 3 clusters Score -1257372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1257383.375000 Penalty: 4579.655762
	Iteration 24Q: 3 clusters Score -1257383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1257386.125000 Penalty: 4579.655762
	Iteration 25Q: 3 clusters Score -1257386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1257391.875000 Penalty: 4579.655762
	Iteration 26Q: 3 clusters Score -1257392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1257399.625000 Penalty: 4579.655762
	Iteration 27Q: 3 clusters Score -1257400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1257407.625000 Penalty: 4579.655762
	Iteration 28Q: 3 clusters Score -1257408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1257416.375000 Penalty: 4579.655762
	Iteration 29Q: 3 clusters Score -1257416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1257419.875000 Penalty: 4579.655762
	Iteration 30Q: 3 clusters Score -1257420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1257426.250000 Penalty: 4579.655762
	Iteration 31Q: 3 clusters Score -1257426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1257430.375000 Penalty: 4579.655762
	Iteration 32Q: 3 clusters Score -1257430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1257432.125000 Penalty: 4579.655762
	Iteration 33Q: 3 clusters Score -1257432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1257435.375000 Penalty: 4579.655762
	Iteration 34Q: 3 clusters Score -1257435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1257442.250000 Penalty: 4579.655762
	Iteration 35Q: 3 clusters Score -1257442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1257447.125000 Penalty: 4579.655762
	Iteration 36Q: 3 clusters Score -1257447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1257454.750000 Penalty: 4579.655762
	Iteration 37Q: 3 clusters Score -1257455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1257462.625000 Penalty: 4579.655762
	Iteration 38Q: 3 clusters Score -1257463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1257472.875000 Penalty: 4579.655762
	Iteration 39Q: 3 clusters Score -1257473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1257481.125000 Penalty: 4579.655762
	Iteration 40F: 3 clusters Score -1257481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1257486.000000 Penalty: 4579.655762
	Iteration 41Q: 3 clusters Score -1257486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1257487.250000 Penalty: 4579.655762
	Iteration 42Q: 3 clusters Score -1257487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1257487.250000 Penalty: 4579.655762
	Iteration 43F: 3 clusters Score -1257487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169515 members 
Entering Unmasked Estep 
Score: -21941868.000000 Penalty: 2986.092773
	Iteration 0F: 2 clusters Score -2.194187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85028 members 
Mstep: Class 2 contains 84487 members 
Entering Unmasked Estep 
Score: -21833754.000000 Penalty: 5972.185547
	Iteration 0F: 3 clusters Score -2.183375e+07 nChanged 81284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88540 members 
Mstep: Class 2 contains 80975 members 
Entering Unmasked Estep 
Score: -21880826.000000 Penalty: 5972.185547
	Iteration 1F: 3 clusters Score -2.188083e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90989 members 
Mstep: Class 2 contains 78526 members 
Entering Unmasked Estep 
Score: -21881812.000000 Penalty: 5972.185547
	Iteration 2Q: 3 clusters Score -2.188181e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94955 members 
Mstep: Class 2 contains 74560 members 
Entering Unmasked Estep 
Score: -21883388.000000 Penalty: 5972.185547
	Iteration 3Q: 3 clusters Score -2.188339e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101219 members 
Mstep: Class 2 contains 68296 members 
Entering Unmasked Estep 
Score: -21885774.000000 Penalty: 5972.185547
	Iteration 4Q: 3 clusters Score -2.188577e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110665 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -21890746.000000 Penalty: 5972.185547
	Iteration 5F: 3 clusters Score -2.189075e+07 nChanged 13260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123733 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -21899446.000000 Penalty: 5972.185547
	Iteration 6F: 3 clusters Score -2.189945e+07 nChanged 15603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139276 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -21912266.000000 Penalty: 5972.185547
	Iteration 7F: 3 clusters Score -2.191227e+07 nChanged 13983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153233 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -21925418.000000 Penalty: 5972.185547
	Iteration 8F: 3 clusters Score -2.192542e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162418 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -21933654.000000 Penalty: 5972.185547
	Iteration 9F: 3 clusters Score -2.193365e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166803 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -21937220.000000 Penalty: 5972.185547
	Iteration 10Q: 3 clusters Score -2.193722e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168448 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -21938516.000000 Penalty: 5972.185547
	Iteration 11Q: 3 clusters Score -2.193852e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168964 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -21938920.000000 Penalty: 5972.185547
	Iteration 12Q: 3 clusters Score -2.193892e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169146 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -21939048.000000 Penalty: 5972.185547
	Iteration 13Q: 3 clusters Score -2.193905e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169201 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -21939156.000000 Penalty: 5972.185547
	Iteration 14Q: 3 clusters Score -2.193916e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169227 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21939204.000000 Penalty: 5972.185547
	Iteration 15Q: 3 clusters Score -2.19392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169241 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21939220.000000 Penalty: 5972.185547
	Iteration 16Q: 3 clusters Score -2.193922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169246 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21939232.000000 Penalty: 5972.185547
	Iteration 17Q: 3 clusters Score -2.193923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169249 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21939244.000000 Penalty: 5972.185547
	Iteration 18Q: 3 clusters Score -2.193924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169254 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21939244.000000 Penalty: 5972.185547
	Iteration 19Q: 3 clusters Score -2.193924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169254 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21939244.000000 Penalty: 5972.185547
	Iteration 20F: 3 clusters Score -2.193924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Entering Unmasked Estep 
Score: -1429894.625000 Penalty: 2314.452637
	Iteration 0F: 2 clusters Score -1429895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1421498.250000 Penalty: 4628.905273
	Iteration 0F: 3 clusters Score -1421498 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1424015.500000 Penalty: 4628.905273
	Iteration 1F: 3 clusters Score -1424016 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1424432.375000 Penalty: 4628.905273
	Iteration 2F: 3 clusters Score -1424432 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1424780.625000 Penalty: 4628.905273
	Iteration 3F: 3 clusters Score -1424781 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1425094.125000 Penalty: 4628.905273
	Iteration 4F: 3 clusters Score -1425094 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1425391.500000 Penalty: 4628.905273
	Iteration 5Q: 3 clusters Score -1425392 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1425703.875000 Penalty: 4628.905273
	Iteration 6Q: 3 clusters Score -1425704 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1425967.375000 Penalty: 4628.905273
	Iteration 7Q: 3 clusters Score -1425967 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1426217.250000 Penalty: 4628.905273
	Iteration 8Q: 3 clusters Score -1426217 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1426456.625000 Penalty: 4628.905273
	Iteration 9Q: 3 clusters Score -1426457 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1426667.750000 Penalty: 4628.905273
	Iteration 10Q: 3 clusters Score -1426668 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1426824.625000 Penalty: 4628.905273
	Iteration 11Q: 3 clusters Score -1426825 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1426963.125000 Penalty: 4628.905273
	Iteration 12Q: 3 clusters Score -1426963 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1427059.250000 Penalty: 4628.905273
	Iteration 13Q: 3 clusters Score -1427059 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1427137.125000 Penalty: 4628.905273
	Iteration 14Q: 3 clusters Score -1427137 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1427216.250000 Penalty: 4628.905273
	Iteration 15Q: 3 clusters Score -1427216 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1427281.125000 Penalty: 4628.905273
	Iteration 16Q: 3 clusters Score -1427281 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1427334.000000 Penalty: 4628.905273
	Iteration 17Q: 3 clusters Score -1427334 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1427391.125000 Penalty: 4628.905273
	Iteration 18Q: 3 clusters Score -1427391 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1427431.125000 Penalty: 4628.905273
	Iteration 19Q: 3 clusters Score -1427431 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1427480.625000 Penalty: 4628.905273
	Iteration 20F: 3 clusters Score -1427481 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1427513.750000 Penalty: 4628.905273
	Iteration 21Q: 3 clusters Score -1427514 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1427550.000000 Penalty: 4628.905273
	Iteration 22Q: 3 clusters Score -1427550 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1427566.625000 Penalty: 4628.905273
	Iteration 23Q: 3 clusters Score -1427567 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1427598.875000 Penalty: 4628.905273
	Iteration 24Q: 3 clusters Score -1427599 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1427635.000000 Penalty: 4628.905273
	Iteration 25Q: 3 clusters Score -1427635 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1427662.000000 Penalty: 4628.905273
	Iteration 26Q: 3 clusters Score -1427662 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1427692.625000 Penalty: 4628.905273
	Iteration 27Q: 3 clusters Score -1427693 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1427717.250000 Penalty: 4628.905273
	Iteration 28Q: 3 clusters Score -1427717 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1427744.250000 Penalty: 4628.905273
	Iteration 29Q: 3 clusters Score -1427744 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1427780.000000 Penalty: 4628.905273
	Iteration 30Q: 3 clusters Score -1427780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1427801.625000 Penalty: 4628.905273
	Iteration 31Q: 3 clusters Score -1427802 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1427825.875000 Penalty: 4628.905273
	Iteration 32Q: 3 clusters Score -1427826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1427843.000000 Penalty: 4628.905273
	Iteration 33Q: 3 clusters Score -1427843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1427856.000000 Penalty: 4628.905273
	Iteration 34Q: 3 clusters Score -1427856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1427867.625000 Penalty: 4628.905273
	Iteration 35Q: 3 clusters Score -1427868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1427879.625000 Penalty: 4628.905273
	Iteration 36Q: 3 clusters Score -1427880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1427888.375000 Penalty: 4628.905273
	Iteration 37Q: 3 clusters Score -1427888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1427895.000000 Penalty: 4628.905273
	Iteration 38Q: 3 clusters Score -1427895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1427895.750000 Penalty: 4628.905273
	Iteration 39Q: 3 clusters Score -1427896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1427898.250000 Penalty: 4628.905273
	Iteration 40F: 3 clusters Score -1427898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1427897.875000 Penalty: 4628.905273
	Iteration 41Q: 3 clusters Score -1427898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1427903.250000 Penalty: 4628.905273
	Iteration 42Q: 3 clusters Score -1427903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1427903.125000 Penalty: 4628.905273
	Iteration 43Q: 3 clusters Score -1427903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1427907.125000 Penalty: 4628.905273
	Iteration 44Q: 3 clusters Score -1427907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1427906.250000 Penalty: 4628.905273
	Iteration 45Q: 3 clusters Score -1427906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1427910.375000 Penalty: 4628.905273
	Iteration 46Q: 3 clusters Score -1427910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1427912.625000 Penalty: 4628.905273
	Iteration 47Q: 3 clusters Score -1427913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1427913.250000 Penalty: 4628.905273
	Iteration 48Q: 3 clusters Score -1427913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1427911.500000 Penalty: 4628.905273
	Iteration 49Q: 3 clusters Score -1427912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1427913.875000 Penalty: 4628.905273
	Iteration 50Q: 3 clusters Score -1427914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1427917.250000 Penalty: 4628.905273
	Iteration 51Q: 3 clusters Score -1427917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1427916.625000 Penalty: 4628.905273
	Iteration 52Q: 3 clusters Score -1427917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1427916.625000 Penalty: 4628.905273
	Iteration 53Q: 3 clusters Score -1427917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1427917.125000 Penalty: 4628.905273
	Iteration 54Q: 3 clusters Score -1427917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1427919.750000 Penalty: 4628.905273
	Iteration 55Q: 3 clusters Score -1427920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1427918.375000 Penalty: 4628.905273
	Iteration 56Q: 3 clusters Score -1427918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1427921.625000 Penalty: 4628.905273
	Iteration 57Q: 3 clusters Score -1427922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1427923.750000 Penalty: 4628.905273
	Iteration 58Q: 3 clusters Score -1427924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1427926.000000 Penalty: 4628.905273
	Iteration 59Q: 3 clusters Score -1427926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1427930.375000 Penalty: 4628.905273
	Iteration 60F: 3 clusters Score -1427930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1427932.500000 Penalty: 4628.905273
	Iteration 61Q: 3 clusters Score -1427932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1427932.000000 Penalty: 4628.905273
	Iteration 62Q: 3 clusters Score -1427932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1427931.250000 Penalty: 4628.905273
	Iteration 63Q: 3 clusters Score -1427931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1427931.250000 Penalty: 4628.905273
	Iteration 64F: 3 clusters Score -1427931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Entering Unmasked Estep 
Score: -609088.812500 Penalty: 2140.413574
	Iteration 0F: 2 clusters Score -609088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -604185.500000 Penalty: 4280.827148
	Iteration 0F: 3 clusters Score -604185.5 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -605614.812500 Penalty: 4280.827148
	Iteration 1F: 3 clusters Score -605614.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -606065.125000 Penalty: 4280.827148
	Iteration 2F: 3 clusters Score -606065.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -606410.750000 Penalty: 4280.827148
	Iteration 3F: 3 clusters Score -606410.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -606723.875000 Penalty: 4280.827148
	Iteration 4F: 3 clusters Score -606723.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -606992.875000 Penalty: 4280.827148
	Iteration 5F: 3 clusters Score -606992.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -607223.437500 Penalty: 4280.827148
	Iteration 6Q: 3 clusters Score -607223.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -607405.312500 Penalty: 4280.827148
	Iteration 7Q: 3 clusters Score -607405.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -607523.250000 Penalty: 4280.827148
	Iteration 8Q: 3 clusters Score -607523.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -607614.312500 Penalty: 4280.827148
	Iteration 9Q: 3 clusters Score -607614.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -607679.750000 Penalty: 4280.827148
	Iteration 10Q: 3 clusters Score -607679.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -607744.937500 Penalty: 4280.827148
	Iteration 11Q: 3 clusters Score -607744.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -607813.750000 Penalty: 4280.827148
	Iteration 12Q: 3 clusters Score -607813.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -607869.812500 Penalty: 4280.827148
	Iteration 13Q: 3 clusters Score -607869.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -607918.125000 Penalty: 4280.827148
	Iteration 14Q: 3 clusters Score -607918.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -607960.000000 Penalty: 4280.827148
	Iteration 15Q: 3 clusters Score -607960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -607988.312500 Penalty: 4280.827148
	Iteration 16Q: 3 clusters Score -607988.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -608009.625000 Penalty: 4280.827148
	Iteration 17Q: 3 clusters Score -608009.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -608025.375000 Penalty: 4280.827148
	Iteration 18Q: 3 clusters Score -608025.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -608036.312500 Penalty: 4280.827148
	Iteration 19Q: 3 clusters Score -608036.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -608044.000000 Penalty: 4280.827148
	Iteration 20F: 3 clusters Score -608044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -608049.250000 Penalty: 4280.827148
	Iteration 21Q: 3 clusters Score -608049.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -608053.250000 Penalty: 4280.827148
	Iteration 22Q: 3 clusters Score -608053.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -608058.500000 Penalty: 4280.827148
	Iteration 23Q: 3 clusters Score -608058.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -608061.625000 Penalty: 4280.827148
	Iteration 24Q: 3 clusters Score -608061.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -608066.437500 Penalty: 4280.827148
	Iteration 25Q: 3 clusters Score -608066.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -608072.125000 Penalty: 4280.827148
	Iteration 26Q: 3 clusters Score -608072.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -608074.562500 Penalty: 4280.827148
	Iteration 27Q: 3 clusters Score -608074.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -608075.625000 Penalty: 4280.827148
	Iteration 28Q: 3 clusters Score -608075.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -608077.250000 Penalty: 4280.827148
	Iteration 29Q: 3 clusters Score -608077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -608078.000000 Penalty: 4280.827148
	Iteration 30Q: 3 clusters Score -608078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -608077.625000 Penalty: 4280.827148
	Iteration 31Q: 3 clusters Score -608077.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -608078.625000 Penalty: 4280.827148
	Iteration 32Q: 3 clusters Score -608078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -608079.375000 Penalty: 4280.827148
	Iteration 33Q: 3 clusters Score -608079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -608079.125000 Penalty: 4280.827148
	Iteration 34Q: 3 clusters Score -608079.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -608080.125000 Penalty: 4280.827148
	Iteration 35Q: 3 clusters Score -608080.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -608079.812500 Penalty: 4280.827148
	Iteration 36Q: 3 clusters Score -608079.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -608079.875000 Penalty: 4280.827148
	Iteration 37Q: 3 clusters Score -608079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -608079.000000 Penalty: 4280.827148
	Iteration 38Q: 3 clusters Score -608079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -608081.437500 Penalty: 4280.827148
	Iteration 39Q: 3 clusters Score -608081.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -608081.125000 Penalty: 4280.827148
	Iteration 40F: 3 clusters Score -608081.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -608079.562500 Penalty: 4280.827148
	Iteration 41Q: 3 clusters Score -608079.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -608081.750000 Penalty: 4280.827148
	Iteration 42Q: 3 clusters Score -608081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -608083.625000 Penalty: 4280.827148
	Iteration 43Q: 3 clusters Score -608083.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -608083.437500 Penalty: 4280.827148
	Iteration 44Q: 3 clusters Score -608083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -608082.750000 Penalty: 4280.827148
	Iteration 45Q: 3 clusters Score -608082.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -608082.750000 Penalty: 4280.827148
	Iteration 46F: 3 clusters Score -608082.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (96892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96892 members 
Entering Unmasked Estep 
Score: -12574075.000000 Penalty: 2847.375244
	Iteration 0F: 2 clusters Score -1.257408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -12509289.000000 Penalty: 5694.750488
	Iteration 0F: 3 clusters Score -1.250929e+07 nChanged 45764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -12535377.000000 Penalty: 5694.750488
	Iteration 1F: 3 clusters Score -1.253538e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -12535988.000000 Penalty: 5694.750488
	Iteration 2Q: 3 clusters Score -1.253599e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -12536675.000000 Penalty: 5694.750488
	Iteration 3Q: 3 clusters Score -1.253668e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -12537385.000000 Penalty: 5694.750488
	Iteration 4Q: 3 clusters Score -1.253738e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -12538387.000000 Penalty: 5694.750488
	Iteration 5Q: 3 clusters Score -1.253839e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -12539980.000000 Penalty: 5694.750488
	Iteration 6Q: 3 clusters Score -1.253998e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -12542619.000000 Penalty: 5694.750488
	Iteration 7F: 3 clusters Score -1.254262e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 66580 members 
Entering Unmasked Estep 
Score: -12546455.000000 Penalty: 5694.750488
	Iteration 8F: 3 clusters Score -1.254646e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -12551293.000000 Penalty: 5694.750488
	Iteration 9F: 3 clusters Score -1.255129e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -12556729.000000 Penalty: 5694.750488
	Iteration 10F: 3 clusters Score -1.255673e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 85388 members 
Entering Unmasked Estep 
Score: -12562003.000000 Penalty: 5694.750488
	Iteration 11F: 3 clusters Score -1.2562e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 90166 members 
Entering Unmasked Estep 
Score: -12566402.000000 Penalty: 5694.750488
	Iteration 12Q: 3 clusters Score -1.25664e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 93284 members 
Entering Unmasked Estep 
Score: -12569285.000000 Penalty: 5694.750488
	Iteration 13Q: 3 clusters Score -1.256928e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 94960 members 
Entering Unmasked Estep 
Score: -12570736.000000 Penalty: 5694.750488
	Iteration 14Q: 3 clusters Score -1.257074e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 95680 members 
Entering Unmasked Estep 
Score: -12571341.000000 Penalty: 5694.750488
	Iteration 15Q: 3 clusters Score -1.257134e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 96016 members 
Entering Unmasked Estep 
Score: -12571605.000000 Penalty: 5694.750488
	Iteration 16Q: 3 clusters Score -1.25716e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 96151 members 
Entering Unmasked Estep 
Score: -12571737.000000 Penalty: 5694.750488
	Iteration 17Q: 3 clusters Score -1.257174e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 96216 members 
Entering Unmasked Estep 
Score: -12571807.000000 Penalty: 5694.750488
	Iteration 18Q: 3 clusters Score -1.257181e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 96258 members 
Entering Unmasked Estep 
Score: -12571842.000000 Penalty: 5694.750488
	Iteration 19Q: 3 clusters Score -1.257184e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 96294 members 
Entering Unmasked Estep 
Score: -12571875.000000 Penalty: 5694.750488
	Iteration 20F: 3 clusters Score -1.257188e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 96309 members 
Entering Unmasked Estep 
Score: -12571897.000000 Penalty: 5694.750488
	Iteration 21Q: 3 clusters Score -1.25719e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 96316 members 
Entering Unmasked Estep 
Score: -12571914.000000 Penalty: 5694.750488
	Iteration 22Q: 3 clusters Score -1.257191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 96323 members 
Entering Unmasked Estep 
Score: -12571919.000000 Penalty: 5694.750488
	Iteration 23Q: 3 clusters Score -1.257192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 96326 members 
Entering Unmasked Estep 
Score: -12571920.000000 Penalty: 5694.750488
	Iteration 24Q: 3 clusters Score -1.257192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 96330 members 
Entering Unmasked Estep 
Score: -12571929.000000 Penalty: 5694.750488
	Iteration 25Q: 3 clusters Score -1.257193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 96333 members 
Entering Unmasked Estep 
Score: -12571936.000000 Penalty: 5694.750488
	Iteration 26Q: 3 clusters Score -1.257194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 96335 members 
Entering Unmasked Estep 
Score: -12571940.000000 Penalty: 5694.750488
	Iteration 27Q: 3 clusters Score -1.257194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 96336 members 
Entering Unmasked Estep 
Score: -12571943.000000 Penalty: 5694.750488
	Iteration 28Q: 3 clusters Score -1.257194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 96335 members 
Entering Unmasked Estep 
Score: -12571947.000000 Penalty: 5694.750488
	Iteration 29Q: 3 clusters Score -1.257195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 96336 members 
Entering Unmasked Estep 
Score: -12571949.000000 Penalty: 5694.750488
	Iteration 30Q: 3 clusters Score -1.257195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 96336 members 
Entering Unmasked Estep 
Score: -12571949.000000 Penalty: 5694.750488
	Iteration 31F: 3 clusters Score -1.257195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Entering Unmasked Estep 
Score: -954017.125000 Penalty: 2223.593018
	Iteration 0F: 2 clusters Score -954017.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -947693.750000 Penalty: 4447.186035
	Iteration 0F: 3 clusters Score -947693.8 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -949448.125000 Penalty: 4447.186035
	Iteration 1F: 3 clusters Score -949448.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -949720.125000 Penalty: 4447.186035
	Iteration 2F: 3 clusters Score -949720.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -949940.750000 Penalty: 4447.186035
	Iteration 3F: 3 clusters Score -949940.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -950125.062500 Penalty: 4447.186035
	Iteration 4Q: 3 clusters Score -950125.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -950313.875000 Penalty: 4447.186035
	Iteration 5Q: 3 clusters Score -950313.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -950500.000000 Penalty: 4447.186035
	Iteration 6Q: 3 clusters Score -950500 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -950673.750000 Penalty: 4447.186035
	Iteration 7Q: 3 clusters Score -950673.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -950836.750000 Penalty: 4447.186035
	Iteration 8Q: 3 clusters Score -950836.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -950971.250000 Penalty: 4447.186035
	Iteration 9Q: 3 clusters Score -950971.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -951104.312500 Penalty: 4447.186035
	Iteration 10Q: 3 clusters Score -951104.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -951218.125000 Penalty: 4447.186035
	Iteration 11Q: 3 clusters Score -951218.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -951325.437500 Penalty: 4447.186035
	Iteration 12Q: 3 clusters Score -951325.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -951429.875000 Penalty: 4447.186035
	Iteration 13Q: 3 clusters Score -951429.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -951511.312500 Penalty: 4447.186035
	Iteration 14Q: 3 clusters Score -951511.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -951581.375000 Penalty: 4447.186035
	Iteration 15Q: 3 clusters Score -951581.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -951630.437500 Penalty: 4447.186035
	Iteration 16Q: 3 clusters Score -951630.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -951666.625000 Penalty: 4447.186035
	Iteration 17Q: 3 clusters Score -951666.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -951698.687500 Penalty: 4447.186035
	Iteration 18Q: 3 clusters Score -951698.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -951714.812500 Penalty: 4447.186035
	Iteration 19Q: 3 clusters Score -951714.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -951728.812500 Penalty: 4447.186035
	Iteration 20F: 3 clusters Score -951728.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -951744.187500 Penalty: 4447.186035
	Iteration 21Q: 3 clusters Score -951744.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -951758.250000 Penalty: 4447.186035
	Iteration 22Q: 3 clusters Score -951758.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -951772.625000 Penalty: 4447.186035
	Iteration 23Q: 3 clusters Score -951772.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -951779.750000 Penalty: 4447.186035
	Iteration 24Q: 3 clusters Score -951779.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -951790.687500 Penalty: 4447.186035
	Iteration 25Q: 3 clusters Score -951790.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -951804.062500 Penalty: 4447.186035
	Iteration 26Q: 3 clusters Score -951804.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -951812.812500 Penalty: 4447.186035
	Iteration 27Q: 3 clusters Score -951812.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -951822.375000 Penalty: 4447.186035
	Iteration 28Q: 3 clusters Score -951822.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -951834.687500 Penalty: 4447.186035
	Iteration 29Q: 3 clusters Score -951834.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -951848.875000 Penalty: 4447.186035
	Iteration 30Q: 3 clusters Score -951848.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -951858.375000 Penalty: 4447.186035
	Iteration 31Q: 3 clusters Score -951858.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -951870.875000 Penalty: 4447.186035
	Iteration 32Q: 3 clusters Score -951870.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -951879.375000 Penalty: 4447.186035
	Iteration 33Q: 3 clusters Score -951879.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -951887.000000 Penalty: 4447.186035
	Iteration 34Q: 3 clusters Score -951887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -951896.500000 Penalty: 4447.186035
	Iteration 35Q: 3 clusters Score -951896.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -951901.812500 Penalty: 4447.186035
	Iteration 36Q: 3 clusters Score -951901.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -951910.000000 Penalty: 4447.186035
	Iteration 37Q: 3 clusters Score -951910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -951918.562500 Penalty: 4447.186035
	Iteration 38Q: 3 clusters Score -951918.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -951923.000000 Penalty: 4447.186035
	Iteration 39Q: 3 clusters Score -951923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -951926.937500 Penalty: 4447.186035
	Iteration 40F: 3 clusters Score -951926.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -951929.437500 Penalty: 4447.186035
	Iteration 41Q: 3 clusters Score -951929.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -951929.875000 Penalty: 4447.186035
	Iteration 42Q: 3 clusters Score -951929.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -951930.875000 Penalty: 4447.186035
	Iteration 43Q: 3 clusters Score -951930.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -951933.000000 Penalty: 4447.186035
	Iteration 44Q: 3 clusters Score -951933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -951937.562500 Penalty: 4447.186035
	Iteration 45Q: 3 clusters Score -951937.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -951940.062500 Penalty: 4447.186035
	Iteration 46Q: 3 clusters Score -951940.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -951944.000000 Penalty: 4447.186035
	Iteration 47Q: 3 clusters Score -951944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -951948.812500 Penalty: 4447.186035
	Iteration 48Q: 3 clusters Score -951948.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -951955.500000 Penalty: 4447.186035
	Iteration 49Q: 3 clusters Score -951955.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -951962.750000 Penalty: 4447.186035
	Iteration 50Q: 3 clusters Score -951962.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -951974.187500 Penalty: 4447.186035
	Iteration 51Q: 3 clusters Score -951974.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -951984.187500 Penalty: 4447.186035
	Iteration 52Q: 3 clusters Score -951984.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -952001.000000 Penalty: 4447.186035
	Iteration 53Q: 3 clusters Score -952001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -952022.937500 Penalty: 4447.186035
	Iteration 54Q: 3 clusters Score -952022.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -952033.625000 Penalty: 4447.186035
	Iteration 55Q: 3 clusters Score -952033.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -952045.062500 Penalty: 4447.186035
	Iteration 56Q: 3 clusters Score -952045.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -952058.937500 Penalty: 4447.186035
	Iteration 57Q: 3 clusters Score -952058.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -952071.437500 Penalty: 4447.186035
	Iteration 58Q: 3 clusters Score -952071.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -952090.375000 Penalty: 4447.186035
	Iteration 59Q: 3 clusters Score -952090.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -952121.500000 Penalty: 4447.186035
	Iteration 60F: 3 clusters Score -952121.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -952146.875000 Penalty: 4447.186035
	Iteration 61Q: 3 clusters Score -952146.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -952174.812500 Penalty: 4447.186035
	Iteration 62Q: 3 clusters Score -952174.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -952202.562500 Penalty: 4447.186035
	Iteration 63Q: 3 clusters Score -952202.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -952244.250000 Penalty: 4447.186035
	Iteration 64Q: 3 clusters Score -952244.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -952286.750000 Penalty: 4447.186035
	Iteration 65Q: 3 clusters Score -952286.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -952321.250000 Penalty: 4447.186035
	Iteration 66Q: 3 clusters Score -952321.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -952358.375000 Penalty: 4447.186035
	Iteration 67Q: 3 clusters Score -952358.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -952391.687500 Penalty: 4447.186035
	Iteration 68Q: 3 clusters Score -952391.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -952435.937500 Penalty: 4447.186035
	Iteration 69Q: 3 clusters Score -952435.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -952478.000000 Penalty: 4447.186035
	Iteration 70Q: 3 clusters Score -952478 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -952525.125000 Penalty: 4447.186035
	Iteration 71Q: 3 clusters Score -952525.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -952559.062500 Penalty: 4447.186035
	Iteration 72Q: 3 clusters Score -952559.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -952589.312500 Penalty: 4447.186035
	Iteration 73Q: 3 clusters Score -952589.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -952621.937500 Penalty: 4447.186035
	Iteration 74Q: 3 clusters Score -952621.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -952653.687500 Penalty: 4447.186035
	Iteration 75Q: 3 clusters Score -952653.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -952689.437500 Penalty: 4447.186035
	Iteration 76Q: 3 clusters Score -952689.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -952713.062500 Penalty: 4447.186035
	Iteration 77Q: 3 clusters Score -952713.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -952733.687500 Penalty: 4447.186035
	Iteration 78Q: 3 clusters Score -952733.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -952744.750000 Penalty: 4447.186035
	Iteration 79Q: 3 clusters Score -952744.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -952768.750000 Penalty: 4447.186035
	Iteration 80F: 3 clusters Score -952768.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -952783.375000 Penalty: 4447.186035
	Iteration 81Q: 3 clusters Score -952783.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -952799.000000 Penalty: 4447.186035
	Iteration 82Q: 3 clusters Score -952799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -952812.250000 Penalty: 4447.186035
	Iteration 83Q: 3 clusters Score -952812.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -952820.562500 Penalty: 4447.186035
	Iteration 84Q: 3 clusters Score -952820.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -952827.875000 Penalty: 4447.186035
	Iteration 85Q: 3 clusters Score -952827.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -952832.437500 Penalty: 4447.186035
	Iteration 86Q: 3 clusters Score -952832.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -952836.812500 Penalty: 4447.186035
	Iteration 87Q: 3 clusters Score -952836.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -952837.375000 Penalty: 4447.186035
	Iteration 88Q: 3 clusters Score -952837.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -952836.500000 Penalty: 4447.186035
	Iteration 89Q: 3 clusters Score -952836.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -952835.937500 Penalty: 4447.186035
	Iteration 90Q: 3 clusters Score -952835.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -952837.125000 Penalty: 4447.186035
	Iteration 91Q: 3 clusters Score -952837.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -952836.625000 Penalty: 4447.186035
	Iteration 92Q: 3 clusters Score -952836.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -952836.812500 Penalty: 4447.186035
	Iteration 93Q: 3 clusters Score -952836.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -952838.750000 Penalty: 4447.186035
	Iteration 94Q: 3 clusters Score -952838.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -952838.000000 Penalty: 4447.186035
	Iteration 95Q: 3 clusters Score -952838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -952838.000000 Penalty: 4447.186035
	Iteration 96F: 3 clusters Score -952838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Entering Unmasked Estep 
Score: -3089539.250000 Penalty: 2499.476318
	Iteration 0F: 2 clusters Score -3089539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3073032.500000 Penalty: 4998.952637
	Iteration 0F: 3 clusters Score -3073032 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -3078759.250000 Penalty: 4998.952637
	Iteration 1F: 3 clusters Score -3078759 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -3079335.000000 Penalty: 4998.952637
	Iteration 2F: 3 clusters Score -3079335 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -3080058.500000 Penalty: 4998.952637
	Iteration 3F: 3 clusters Score -3080058 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3080917.750000 Penalty: 4998.952637
	Iteration 4F: 3 clusters Score -3080918 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -3081972.000000 Penalty: 4998.952637
	Iteration 5F: 3 clusters Score -3081972 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -3083191.250000 Penalty: 4998.952637
	Iteration 6F: 3 clusters Score -3083191 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -3084472.500000 Penalty: 4998.952637
	Iteration 7F: 3 clusters Score -3084472 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3085619.000000 Penalty: 4998.952637
	Iteration 8Q: 3 clusters Score -3085619 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3086404.500000 Penalty: 4998.952637
	Iteration 9Q: 3 clusters Score -3086404 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3086853.250000 Penalty: 4998.952637
	Iteration 10Q: 3 clusters Score -3086853 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -3087047.250000 Penalty: 4998.952637
	Iteration 11Q: 3 clusters Score -3087047 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3087124.000000 Penalty: 4998.952637
	Iteration 12Q: 3 clusters Score -3087124 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3087171.750000 Penalty: 4998.952637
	Iteration 13Q: 3 clusters Score -3087172 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3087237.750000 Penalty: 4998.952637
	Iteration 14Q: 3 clusters Score -3087238 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3087266.000000 Penalty: 4998.952637
	Iteration 15Q: 3 clusters Score -3087266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3087298.250000 Penalty: 4998.952637
	Iteration 16Q: 3 clusters Score -3087298 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3087315.250000 Penalty: 4998.952637
	Iteration 17Q: 3 clusters Score -3087315 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3087338.000000 Penalty: 4998.952637
	Iteration 18Q: 3 clusters Score -3087338 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3087353.250000 Penalty: 4998.952637
	Iteration 19Q: 3 clusters Score -3087353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3087369.250000 Penalty: 4998.952637
	Iteration 20F: 3 clusters Score -3087369 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3087374.250000 Penalty: 4998.952637
	Iteration 21Q: 3 clusters Score -3087374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3087383.000000 Penalty: 4998.952637
	Iteration 22Q: 3 clusters Score -3087383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3087392.250000 Penalty: 4998.952637
	Iteration 23Q: 3 clusters Score -3087392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3087398.500000 Penalty: 4998.952637
	Iteration 24Q: 3 clusters Score -3087398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3087394.500000 Penalty: 4998.952637
	Iteration 25Q: 3 clusters Score -3087394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3087401.500000 Penalty: 4998.952637
	Iteration 26Q: 3 clusters Score -3087402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3087404.500000 Penalty: 4998.952637
	Iteration 27Q: 3 clusters Score -3087404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3087417.500000 Penalty: 4998.952637
	Iteration 28Q: 3 clusters Score -3087418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3087417.500000 Penalty: 4998.952637
	Iteration 29Q: 3 clusters Score -3087418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3087419.000000 Penalty: 4998.952637
	Iteration 30Q: 3 clusters Score -3087419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3087418.500000 Penalty: 4998.952637
	Iteration 31Q: 3 clusters Score -3087418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3087423.500000 Penalty: 4998.952637
	Iteration 32Q: 3 clusters Score -3087424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3087418.000000 Penalty: 4998.952637
	Iteration 33Q: 3 clusters Score -3087418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3087422.250000 Penalty: 4998.952637
	Iteration 34Q: 3 clusters Score -3087422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3087417.250000 Penalty: 4998.952637
	Iteration 35Q: 3 clusters Score -3087417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3087425.250000 Penalty: 4998.952637
	Iteration 36Q: 3 clusters Score -3087425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3087428.500000 Penalty: 4998.952637
	Iteration 37Q: 3 clusters Score -3087428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3087430.750000 Penalty: 4998.952637
	Iteration 38Q: 3 clusters Score -3087431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3087428.250000 Penalty: 4998.952637
	Iteration 39Q: 3 clusters Score -3087428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3087426.500000 Penalty: 4998.952637
	Iteration 40F: 3 clusters Score -3087426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3087432.500000 Penalty: 4998.952637
	Iteration 41Q: 3 clusters Score -3087432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3087438.250000 Penalty: 4998.952637
	Iteration 42Q: 3 clusters Score -3087438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3087441.750000 Penalty: 4998.952637
	Iteration 43Q: 3 clusters Score -3087442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3087438.000000 Penalty: 4998.952637
	Iteration 44Q: 3 clusters Score -3087438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3087440.500000 Penalty: 4998.952637
	Iteration 45Q: 3 clusters Score -3087440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3087442.500000 Penalty: 4998.952637
	Iteration 46Q: 3 clusters Score -3087442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3087442.000000 Penalty: 4998.952637
	Iteration 47Q: 3 clusters Score -3087442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3087441.250000 Penalty: 4998.952637
	Iteration 48Q: 3 clusters Score -3087441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3087443.500000 Penalty: 4998.952637
	Iteration 49Q: 3 clusters Score -3087444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3087445.250000 Penalty: 4998.952637
	Iteration 50Q: 3 clusters Score -3087445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3087445.750000 Penalty: 4998.952637
	Iteration 51Q: 3 clusters Score -3087446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3087445.750000 Penalty: 4998.952637
	Iteration 52Q: 3 clusters Score -3087446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3087440.500000 Penalty: 4998.952637
	Iteration 53Q: 3 clusters Score -3087440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3087442.250000 Penalty: 4998.952637
	Iteration 54Q: 3 clusters Score -3087442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3087438.000000 Penalty: 4998.952637
	Iteration 55Q: 3 clusters Score -3087438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3087445.250000 Penalty: 4998.952637
	Iteration 56Q: 3 clusters Score -3087445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3087442.000000 Penalty: 4998.952637
	Iteration 57Q: 3 clusters Score -3087442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3087442.000000 Penalty: 4998.952637
	Iteration 58F: 3 clusters Score -3087442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -44548.671875 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -44548.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43155.730469 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -43155.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43309.800781 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -43309.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43377.101562 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -43377.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43398.785156 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -43398.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43403.460938 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -43403.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43410.320312 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -43410.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43411.394531 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -43411.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43411.394531 Penalty: 2974.240234
	Iteration 7F: 3 clusters Score -43411.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Entering Unmasked Estep 
Score: -1148297.875000 Penalty: 2254.230957
	Iteration 0F: 2 clusters Score -1148298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1141357.000000 Penalty: 4508.461914
	Iteration 0F: 3 clusters Score -1141357 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1143340.750000 Penalty: 4508.461914
	Iteration 1F: 3 clusters Score -1143341 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1143619.000000 Penalty: 4508.461914
	Iteration 2F: 3 clusters Score -1143619 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1143818.375000 Penalty: 4508.461914
	Iteration 3F: 3 clusters Score -1143818 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1143993.750000 Penalty: 4508.461914
	Iteration 4Q: 3 clusters Score -1143994 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1144180.000000 Penalty: 4508.461914
	Iteration 5Q: 3 clusters Score -1144180 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1144371.375000 Penalty: 4508.461914
	Iteration 6Q: 3 clusters Score -1144371 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1144610.000000 Penalty: 4508.461914
	Iteration 7Q: 3 clusters Score -1144610 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1144883.125000 Penalty: 4508.461914
	Iteration 8Q: 3 clusters Score -1144883 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1145170.500000 Penalty: 4508.461914
	Iteration 9Q: 3 clusters Score -1145170 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1145456.375000 Penalty: 4508.461914
	Iteration 10Q: 3 clusters Score -1145456 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1145688.375000 Penalty: 4508.461914
	Iteration 11Q: 3 clusters Score -1145688 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1145837.000000 Penalty: 4508.461914
	Iteration 12Q: 3 clusters Score -1145837 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1145944.375000 Penalty: 4508.461914
	Iteration 13Q: 3 clusters Score -1145944 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1146028.625000 Penalty: 4508.461914
	Iteration 14Q: 3 clusters Score -1146029 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1146099.750000 Penalty: 4508.461914
	Iteration 15Q: 3 clusters Score -1146100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1146153.375000 Penalty: 4508.461914
	Iteration 16Q: 3 clusters Score -1146153 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1146197.500000 Penalty: 4508.461914
	Iteration 17Q: 3 clusters Score -1146198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1146223.625000 Penalty: 4508.461914
	Iteration 18Q: 3 clusters Score -1146224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1146251.375000 Penalty: 4508.461914
	Iteration 19Q: 3 clusters Score -1146251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1146274.250000 Penalty: 4508.461914
	Iteration 20F: 3 clusters Score -1146274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1146290.750000 Penalty: 4508.461914
	Iteration 21Q: 3 clusters Score -1146291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1146303.625000 Penalty: 4508.461914
	Iteration 22Q: 3 clusters Score -1146304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1146312.000000 Penalty: 4508.461914
	Iteration 23Q: 3 clusters Score -1146312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1146324.625000 Penalty: 4508.461914
	Iteration 24Q: 3 clusters Score -1146325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1146336.000000 Penalty: 4508.461914
	Iteration 25Q: 3 clusters Score -1146336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1146343.500000 Penalty: 4508.461914
	Iteration 26Q: 3 clusters Score -1146344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1146346.875000 Penalty: 4508.461914
	Iteration 27Q: 3 clusters Score -1146347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1146352.125000 Penalty: 4508.461914
	Iteration 28Q: 3 clusters Score -1146352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1146356.625000 Penalty: 4508.461914
	Iteration 29Q: 3 clusters Score -1146357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1146362.125000 Penalty: 4508.461914
	Iteration 30Q: 3 clusters Score -1146362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1146363.750000 Penalty: 4508.461914
	Iteration 31Q: 3 clusters Score -1146364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1146366.375000 Penalty: 4508.461914
	Iteration 32Q: 3 clusters Score -1146366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1146368.250000 Penalty: 4508.461914
	Iteration 33Q: 3 clusters Score -1146368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1146369.250000 Penalty: 4508.461914
	Iteration 34Q: 3 clusters Score -1146369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1146368.125000 Penalty: 4508.461914
	Iteration 35Q: 3 clusters Score -1146368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1146368.125000 Penalty: 4508.461914
	Iteration 36Q: 3 clusters Score -1146368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1146368.250000 Penalty: 4508.461914
	Iteration 37Q: 3 clusters Score -1146368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1146369.625000 Penalty: 4508.461914
	Iteration 38Q: 3 clusters Score -1146370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1146369.625000 Penalty: 4508.461914
	Iteration 39F: 3 clusters Score -1146370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Entering Unmasked Estep 
Score: -989946.875000 Penalty: 2227.207520
	Iteration 0F: 2 clusters Score -989946.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -983609.437500 Penalty: 4454.415039
	Iteration 0F: 3 clusters Score -983609.4 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -985313.250000 Penalty: 4454.415039
	Iteration 1F: 3 clusters Score -985313.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -985613.500000 Penalty: 4454.415039
	Iteration 2F: 3 clusters Score -985613.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -985846.937500 Penalty: 4454.415039
	Iteration 3F: 3 clusters Score -985846.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -986075.375000 Penalty: 4454.415039
	Iteration 4Q: 3 clusters Score -986075.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -986331.750000 Penalty: 4454.415039
	Iteration 5F: 3 clusters Score -986331.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -986634.687500 Penalty: 4454.415039
	Iteration 6F: 3 clusters Score -986634.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -986966.500000 Penalty: 4454.415039
	Iteration 7F: 3 clusters Score -986966.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -987262.750000 Penalty: 4454.415039
	Iteration 8F: 3 clusters Score -987262.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -987486.687500 Penalty: 4454.415039
	Iteration 9Q: 3 clusters Score -987486.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -987648.687500 Penalty: 4454.415039
	Iteration 10Q: 3 clusters Score -987648.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -987767.500000 Penalty: 4454.415039
	Iteration 11Q: 3 clusters Score -987767.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -987850.812500 Penalty: 4454.415039
	Iteration 12Q: 3 clusters Score -987850.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -987917.000000 Penalty: 4454.415039
	Iteration 13Q: 3 clusters Score -987917 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -987954.062500 Penalty: 4454.415039
	Iteration 14Q: 3 clusters Score -987954.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -987988.625000 Penalty: 4454.415039
	Iteration 15Q: 3 clusters Score -987988.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -988000.437500 Penalty: 4454.415039
	Iteration 16Q: 3 clusters Score -988000.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -988010.500000 Penalty: 4454.415039
	Iteration 17Q: 3 clusters Score -988010.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -988027.125000 Penalty: 4454.415039
	Iteration 18Q: 3 clusters Score -988027.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -988040.750000 Penalty: 4454.415039
	Iteration 19Q: 3 clusters Score -988040.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -988052.000000 Penalty: 4454.415039
	Iteration 20F: 3 clusters Score -988052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -988057.000000 Penalty: 4454.415039
	Iteration 21Q: 3 clusters Score -988057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -988063.250000 Penalty: 4454.415039
	Iteration 22Q: 3 clusters Score -988063.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -988071.750000 Penalty: 4454.415039
	Iteration 23Q: 3 clusters Score -988071.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -988078.750000 Penalty: 4454.415039
	Iteration 24Q: 3 clusters Score -988078.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -988087.750000 Penalty: 4454.415039
	Iteration 25Q: 3 clusters Score -988087.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -988096.437500 Penalty: 4454.415039
	Iteration 26Q: 3 clusters Score -988096.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -988098.187500 Penalty: 4454.415039
	Iteration 27Q: 3 clusters Score -988098.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -988101.250000 Penalty: 4454.415039
	Iteration 28Q: 3 clusters Score -988101.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -988104.437500 Penalty: 4454.415039
	Iteration 29Q: 3 clusters Score -988104.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -988106.062500 Penalty: 4454.415039
	Iteration 30Q: 3 clusters Score -988106.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -988106.125000 Penalty: 4454.415039
	Iteration 31Q: 3 clusters Score -988106.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -988107.500000 Penalty: 4454.415039
	Iteration 32Q: 3 clusters Score -988107.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -988111.687500 Penalty: 4454.415039
	Iteration 33Q: 3 clusters Score -988111.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -988110.375000 Penalty: 4454.415039
	Iteration 34Q: 3 clusters Score -988110.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -988114.312500 Penalty: 4454.415039
	Iteration 35Q: 3 clusters Score -988114.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -988114.562500 Penalty: 4454.415039
	Iteration 36Q: 3 clusters Score -988114.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -988115.437500 Penalty: 4454.415039
	Iteration 37Q: 3 clusters Score -988115.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -988116.187500 Penalty: 4454.415039
	Iteration 38Q: 3 clusters Score -988116.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -988115.625000 Penalty: 4454.415039
	Iteration 39Q: 3 clusters Score -988115.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -988115.625000 Penalty: 4454.415039
	Iteration 40F: 3 clusters Score -988115.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Entering Unmasked Estep 
Score: -1547475.000000 Penalty: 2334.210205
	Iteration 0F: 2 clusters Score -1547475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1538415.875000 Penalty: 4668.420410
	Iteration 0F: 3 clusters Score -1538416 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1541150.750000 Penalty: 4668.420410
	Iteration 1F: 3 clusters Score -1541151 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1541446.750000 Penalty: 4668.420410
	Iteration 2F: 3 clusters Score -1541447 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1541666.750000 Penalty: 4668.420410
	Iteration 3Q: 3 clusters Score -1541667 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1541809.000000 Penalty: 4668.420410
	Iteration 4Q: 3 clusters Score -1541809 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1541931.750000 Penalty: 4668.420410
	Iteration 5Q: 3 clusters Score -1541932 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1542053.125000 Penalty: 4668.420410
	Iteration 6Q: 3 clusters Score -1542053 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1542160.375000 Penalty: 4668.420410
	Iteration 7Q: 3 clusters Score -1542160 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1542256.750000 Penalty: 4668.420410
	Iteration 8Q: 3 clusters Score -1542257 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1542351.500000 Penalty: 4668.420410
	Iteration 9Q: 3 clusters Score -1542352 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1542442.625000 Penalty: 4668.420410
	Iteration 10Q: 3 clusters Score -1542443 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1542548.000000 Penalty: 4668.420410
	Iteration 11Q: 3 clusters Score -1542548 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1542678.125000 Penalty: 4668.420410
	Iteration 12Q: 3 clusters Score -1542678 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1542811.750000 Penalty: 4668.420410
	Iteration 13Q: 3 clusters Score -1542812 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1542992.500000 Penalty: 4668.420410
	Iteration 14Q: 3 clusters Score -1542992 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1543180.000000 Penalty: 4668.420410
	Iteration 15Q: 3 clusters Score -1543180 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1543372.625000 Penalty: 4668.420410
	Iteration 16Q: 3 clusters Score -1543373 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1543568.375000 Penalty: 4668.420410
	Iteration 17Q: 3 clusters Score -1543568 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1543754.875000 Penalty: 4668.420410
	Iteration 18Q: 3 clusters Score -1543755 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1543953.875000 Penalty: 4668.420410
	Iteration 19Q: 3 clusters Score -1543954 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1544154.375000 Penalty: 4668.420410
	Iteration 20F: 3 clusters Score -1544154 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1544304.250000 Penalty: 4668.420410
	Iteration 21Q: 3 clusters Score -1544304 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1544423.125000 Penalty: 4668.420410
	Iteration 22Q: 3 clusters Score -1544423 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1544517.375000 Penalty: 4668.420410
	Iteration 23Q: 3 clusters Score -1544517 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1544601.500000 Penalty: 4668.420410
	Iteration 24Q: 3 clusters Score -1544602 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1544673.750000 Penalty: 4668.420410
	Iteration 25Q: 3 clusters Score -1544674 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1544737.750000 Penalty: 4668.420410
	Iteration 26Q: 3 clusters Score -1544738 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1544810.875000 Penalty: 4668.420410
	Iteration 27Q: 3 clusters Score -1544811 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1544882.125000 Penalty: 4668.420410
	Iteration 28Q: 3 clusters Score -1544882 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1544940.625000 Penalty: 4668.420410
	Iteration 29Q: 3 clusters Score -1544941 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1544994.625000 Penalty: 4668.420410
	Iteration 30Q: 3 clusters Score -1544995 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1545049.250000 Penalty: 4668.420410
	Iteration 31Q: 3 clusters Score -1545049 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1545096.000000 Penalty: 4668.420410
	Iteration 32Q: 3 clusters Score -1545096 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1545142.875000 Penalty: 4668.420410
	Iteration 33Q: 3 clusters Score -1545143 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1545179.625000 Penalty: 4668.420410
	Iteration 34Q: 3 clusters Score -1545180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1545210.750000 Penalty: 4668.420410
	Iteration 35Q: 3 clusters Score -1545211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1545237.500000 Penalty: 4668.420410
	Iteration 36Q: 3 clusters Score -1545238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1545255.000000 Penalty: 4668.420410
	Iteration 37Q: 3 clusters Score -1545255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1545269.750000 Penalty: 4668.420410
	Iteration 38Q: 3 clusters Score -1545270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1545284.750000 Penalty: 4668.420410
	Iteration 39Q: 3 clusters Score -1545285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1545291.875000 Penalty: 4668.420410
	Iteration 40F: 3 clusters Score -1545292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1545296.750000 Penalty: 4668.420410
	Iteration 41Q: 3 clusters Score -1545297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1545305.250000 Penalty: 4668.420410
	Iteration 42Q: 3 clusters Score -1545305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1545322.000000 Penalty: 4668.420410
	Iteration 43Q: 3 clusters Score -1545322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1545333.750000 Penalty: 4668.420410
	Iteration 44Q: 3 clusters Score -1545334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1545346.625000 Penalty: 4668.420410
	Iteration 45Q: 3 clusters Score -1545347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1545356.875000 Penalty: 4668.420410
	Iteration 46Q: 3 clusters Score -1545357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1545368.125000 Penalty: 4668.420410
	Iteration 47Q: 3 clusters Score -1545368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1545377.375000 Penalty: 4668.420410
	Iteration 48Q: 3 clusters Score -1545377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1545380.375000 Penalty: 4668.420410
	Iteration 49Q: 3 clusters Score -1545380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1545385.750000 Penalty: 4668.420410
	Iteration 50Q: 3 clusters Score -1545386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1545391.375000 Penalty: 4668.420410
	Iteration 51Q: 3 clusters Score -1545391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1545393.875000 Penalty: 4668.420410
	Iteration 52Q: 3 clusters Score -1545394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1545396.625000 Penalty: 4668.420410
	Iteration 53Q: 3 clusters Score -1545397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1545397.500000 Penalty: 4668.420410
	Iteration 54Q: 3 clusters Score -1545398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1545397.500000 Penalty: 4668.420410
	Iteration 55F: 3 clusters Score -1545398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Entering Unmasked Estep 
Score: -6026934.500000 Penalty: 2668.197266
	Iteration 0F: 2 clusters Score -6026934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -5995255.500000 Penalty: 5336.394531
	Iteration 0F: 3 clusters Score -5995256 nChanged 21794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -6007089.500000 Penalty: 5336.394531
	Iteration 1F: 3 clusters Score -6007090 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -6007662.500000 Penalty: 5336.394531
	Iteration 2Q: 3 clusters Score -6007662 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -6008274.000000 Penalty: 5336.394531
	Iteration 3Q: 3 clusters Score -6008274 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -6009167.000000 Penalty: 5336.394531
	Iteration 4Q: 3 clusters Score -6009167 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -6010642.500000 Penalty: 5336.394531
	Iteration 5F: 3 clusters Score -6010642 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -6013032.000000 Penalty: 5336.394531
	Iteration 6F: 3 clusters Score -6013032 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -6015951.000000 Penalty: 5336.394531
	Iteration 7F: 3 clusters Score -6015951 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -6018740.000000 Penalty: 5336.394531
	Iteration 8F: 3 clusters Score -6018740 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -6020975.500000 Penalty: 5336.394531
	Iteration 9F: 3 clusters Score -6020976 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -6022576.500000 Penalty: 5336.394531
	Iteration 10Q: 3 clusters Score -6022576 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -6023821.000000 Penalty: 5336.394531
	Iteration 11Q: 3 clusters Score -6023821 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -6024592.000000 Penalty: 5336.394531
	Iteration 12Q: 3 clusters Score -6024592 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -6024907.000000 Penalty: 5336.394531
	Iteration 13Q: 3 clusters Score -6024907 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -6025068.500000 Penalty: 5336.394531
	Iteration 14Q: 3 clusters Score -6025068 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -6025183.000000 Penalty: 5336.394531
	Iteration 15Q: 3 clusters Score -6025183 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -6025250.500000 Penalty: 5336.394531
	Iteration 16Q: 3 clusters Score -6025250 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -6025307.000000 Penalty: 5336.394531
	Iteration 17Q: 3 clusters Score -6025307 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -6025369.000000 Penalty: 5336.394531
	Iteration 18Q: 3 clusters Score -6025369 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -6025407.500000 Penalty: 5336.394531
	Iteration 19Q: 3 clusters Score -6025408 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -6025451.500000 Penalty: 5336.394531
	Iteration 20F: 3 clusters Score -6025452 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -6025479.000000 Penalty: 5336.394531
	Iteration 21Q: 3 clusters Score -6025479 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -6025489.500000 Penalty: 5336.394531
	Iteration 22Q: 3 clusters Score -6025490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -6025501.500000 Penalty: 5336.394531
	Iteration 23Q: 3 clusters Score -6025502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -6025505.500000 Penalty: 5336.394531
	Iteration 24Q: 3 clusters Score -6025506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -6025508.000000 Penalty: 5336.394531
	Iteration 25Q: 3 clusters Score -6025508 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -6025546.000000 Penalty: 5336.394531
	Iteration 26Q: 3 clusters Score -6025546 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -6025560.000000 Penalty: 5336.394531
	Iteration 27Q: 3 clusters Score -6025560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -6025571.500000 Penalty: 5336.394531
	Iteration 28Q: 3 clusters Score -6025572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -6025590.000000 Penalty: 5336.394531
	Iteration 29Q: 3 clusters Score -6025590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -6025592.000000 Penalty: 5336.394531
	Iteration 30Q: 3 clusters Score -6025592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -6025598.500000 Penalty: 5336.394531
	Iteration 31Q: 3 clusters Score -6025598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -6025586.000000 Penalty: 5336.394531
	Iteration 32Q: 3 clusters Score -6025586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -6025596.000000 Penalty: 5336.394531
	Iteration 33Q: 3 clusters Score -6025596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -6025597.000000 Penalty: 5336.394531
	Iteration 34Q: 3 clusters Score -6025597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -6025607.500000 Penalty: 5336.394531
	Iteration 35Q: 3 clusters Score -6025608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -6025606.500000 Penalty: 5336.394531
	Iteration 36Q: 3 clusters Score -6025606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -6025606.000000 Penalty: 5336.394531
	Iteration 37Q: 3 clusters Score -6025606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -6025596.000000 Penalty: 5336.394531
	Iteration 38Q: 3 clusters Score -6025596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -6025604.500000 Penalty: 5336.394531
	Iteration 39Q: 3 clusters Score -6025604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -6025606.000000 Penalty: 5336.394531
	Iteration 40F: 3 clusters Score -6025606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -6025609.000000 Penalty: 5336.394531
	Iteration 41Q: 3 clusters Score -6025609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -6025607.500000 Penalty: 5336.394531
	Iteration 42Q: 3 clusters Score -6025608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -6025606.000000 Penalty: 5336.394531
	Iteration 43Q: 3 clusters Score -6025606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -6025605.500000 Penalty: 5336.394531
	Iteration 44Q: 3 clusters Score -6025606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -6025605.500000 Penalty: 5336.394531
	Iteration 45Q: 3 clusters Score -6025606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -6025610.500000 Penalty: 5336.394531
	Iteration 46Q: 3 clusters Score -6025610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -6025608.500000 Penalty: 5336.394531
	Iteration 47Q: 3 clusters Score -6025608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -6025605.000000 Penalty: 5336.394531
	Iteration 48Q: 3 clusters Score -6025605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -6025613.000000 Penalty: 5336.394531
	Iteration 49Q: 3 clusters Score -6025613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -6025612.500000 Penalty: 5336.394531
	Iteration 50Q: 3 clusters Score -6025612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -6025611.000000 Penalty: 5336.394531
	Iteration 51Q: 3 clusters Score -6025611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -6025615.500000 Penalty: 5336.394531
	Iteration 52Q: 3 clusters Score -6025616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -6025613.500000 Penalty: 5336.394531
	Iteration 53Q: 3 clusters Score -6025614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -6025613.500000 Penalty: 5336.394531
	Iteration 54Q: 3 clusters Score -6025614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -6025612.000000 Penalty: 5336.394531
	Iteration 55Q: 3 clusters Score -6025612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -6025612.000000 Penalty: 5336.394531
	Iteration 56F: 3 clusters Score -6025612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Entering Unmasked Estep 
Score: -1974127.375000 Penalty: 2386.499023
	Iteration 0F: 2 clusters Score -1974127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1963127.375000 Penalty: 4772.998047
	Iteration 0F: 3 clusters Score -1963127 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1966539.375000 Penalty: 4772.998047
	Iteration 1F: 3 clusters Score -1966539 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1966959.500000 Penalty: 4772.998047
	Iteration 2F: 3 clusters Score -1966960 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1967432.375000 Penalty: 4772.998047
	Iteration 3F: 3 clusters Score -1967432 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1968014.750000 Penalty: 4772.998047
	Iteration 4F: 3 clusters Score -1968015 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1968744.000000 Penalty: 4772.998047
	Iteration 5F: 3 clusters Score -1968744 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1969562.750000 Penalty: 4772.998047
	Iteration 6F: 3 clusters Score -1969563 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1970270.375000 Penalty: 4772.998047
	Iteration 7F: 3 clusters Score -1970270 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1970774.625000 Penalty: 4772.998047
	Iteration 8F: 3 clusters Score -1970775 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1971099.125000 Penalty: 4772.998047
	Iteration 9Q: 3 clusters Score -1971099 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1971272.125000 Penalty: 4772.998047
	Iteration 10Q: 3 clusters Score -1971272 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1971350.375000 Penalty: 4772.998047
	Iteration 11Q: 3 clusters Score -1971350 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1971402.500000 Penalty: 4772.998047
	Iteration 12Q: 3 clusters Score -1971402 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1971442.375000 Penalty: 4772.998047
	Iteration 13Q: 3 clusters Score -1971442 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1971484.625000 Penalty: 4772.998047
	Iteration 14Q: 3 clusters Score -1971485 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1971526.750000 Penalty: 4772.998047
	Iteration 15Q: 3 clusters Score -1971527 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1971560.875000 Penalty: 4772.998047
	Iteration 16Q: 3 clusters Score -1971561 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1971599.000000 Penalty: 4772.998047
	Iteration 17Q: 3 clusters Score -1971599 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1971630.375000 Penalty: 4772.998047
	Iteration 18Q: 3 clusters Score -1971630 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1971663.500000 Penalty: 4772.998047
	Iteration 19Q: 3 clusters Score -1971664 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1971680.250000 Penalty: 4772.998047
	Iteration 20F: 3 clusters Score -1971680 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1971700.375000 Penalty: 4772.998047
	Iteration 21Q: 3 clusters Score -1971700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1971717.500000 Penalty: 4772.998047
	Iteration 22Q: 3 clusters Score -1971718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1971735.625000 Penalty: 4772.998047
	Iteration 23Q: 3 clusters Score -1971736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1971759.125000 Penalty: 4772.998047
	Iteration 24Q: 3 clusters Score -1971759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1971783.625000 Penalty: 4772.998047
	Iteration 25Q: 3 clusters Score -1971784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1971805.000000 Penalty: 4772.998047
	Iteration 26Q: 3 clusters Score -1971805 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1971834.000000 Penalty: 4772.998047
	Iteration 27Q: 3 clusters Score -1971834 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1971849.500000 Penalty: 4772.998047
	Iteration 28Q: 3 clusters Score -1971850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1971867.750000 Penalty: 4772.998047
	Iteration 29Q: 3 clusters Score -1971868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1971885.875000 Penalty: 4772.998047
	Iteration 30Q: 3 clusters Score -1971886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1971901.875000 Penalty: 4772.998047
	Iteration 31Q: 3 clusters Score -1971902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1971919.375000 Penalty: 4772.998047
	Iteration 32Q: 3 clusters Score -1971919 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1971937.750000 Penalty: 4772.998047
	Iteration 33Q: 3 clusters Score -1971938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1971959.500000 Penalty: 4772.998047
	Iteration 34Q: 3 clusters Score -1971960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1971965.625000 Penalty: 4772.998047
	Iteration 35Q: 3 clusters Score -1971966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1971977.500000 Penalty: 4772.998047
	Iteration 36Q: 3 clusters Score -1971978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1971990.625000 Penalty: 4772.998047
	Iteration 37Q: 3 clusters Score -1971991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1972007.250000 Penalty: 4772.998047
	Iteration 38Q: 3 clusters Score -1972007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1972014.750000 Penalty: 4772.998047
	Iteration 39Q: 3 clusters Score -1972015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1972021.375000 Penalty: 4772.998047
	Iteration 40F: 3 clusters Score -1972021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1972027.625000 Penalty: 4772.998047
	Iteration 41Q: 3 clusters Score -1972028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1972036.000000 Penalty: 4772.998047
	Iteration 42Q: 3 clusters Score -1972036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1972041.250000 Penalty: 4772.998047
	Iteration 43Q: 3 clusters Score -1972041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1972051.000000 Penalty: 4772.998047
	Iteration 44Q: 3 clusters Score -1972051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1972051.875000 Penalty: 4772.998047
	Iteration 45Q: 3 clusters Score -1972052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1972061.750000 Penalty: 4772.998047
	Iteration 46Q: 3 clusters Score -1972062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1972079.000000 Penalty: 4772.998047
	Iteration 47Q: 3 clusters Score -1972079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1972082.125000 Penalty: 4772.998047
	Iteration 48Q: 3 clusters Score -1972082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1972083.625000 Penalty: 4772.998047
	Iteration 49Q: 3 clusters Score -1972084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1972083.000000 Penalty: 4772.998047
	Iteration 50Q: 3 clusters Score -1972083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1972085.875000 Penalty: 4772.998047
	Iteration 51Q: 3 clusters Score -1972086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1972087.375000 Penalty: 4772.998047
	Iteration 52Q: 3 clusters Score -1972087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1972086.875000 Penalty: 4772.998047
	Iteration 53Q: 3 clusters Score -1972087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1972087.125000 Penalty: 4772.998047
	Iteration 54Q: 3 clusters Score -1972087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1972091.000000 Penalty: 4772.998047
	Iteration 55Q: 3 clusters Score -1972091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1972090.125000 Penalty: 4772.998047
	Iteration 56Q: 3 clusters Score -1972090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1972094.500000 Penalty: 4772.998047
	Iteration 57Q: 3 clusters Score -1972094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1972094.500000 Penalty: 4772.998047
	Iteration 58F: 3 clusters Score -1972094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Entering Unmasked Estep 
Score: -3017917.750000 Penalty: 2509.382568
	Iteration 0F: 2 clusters Score -3017918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -3000868.750000 Penalty: 5018.765137
	Iteration 0F: 3 clusters Score -3000869 nChanged 11095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -3007314.000000 Penalty: 5018.765137
	Iteration 1F: 3 clusters Score -3007314 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -3008373.750000 Penalty: 5018.765137
	Iteration 2F: 3 clusters Score -3008374 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -3009408.000000 Penalty: 5018.765137
	Iteration 3F: 3 clusters Score -3009408 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -3010321.000000 Penalty: 5018.765137
	Iteration 4F: 3 clusters Score -3010321 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -3011148.750000 Penalty: 5018.765137
	Iteration 5F: 3 clusters Score -3011149 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3011784.250000 Penalty: 5018.765137
	Iteration 6F: 3 clusters Score -3011784 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -3012258.500000 Penalty: 5018.765137
	Iteration 7Q: 3 clusters Score -3012258 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -3012574.750000 Penalty: 5018.765137
	Iteration 8Q: 3 clusters Score -3012575 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3012832.500000 Penalty: 5018.765137
	Iteration 9Q: 3 clusters Score -3012832 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -3013017.750000 Penalty: 5018.765137
	Iteration 10Q: 3 clusters Score -3013018 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3013188.000000 Penalty: 5018.765137
	Iteration 11Q: 3 clusters Score -3013188 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -3013341.750000 Penalty: 5018.765137
	Iteration 12Q: 3 clusters Score -3013342 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -3013483.000000 Penalty: 5018.765137
	Iteration 13Q: 3 clusters Score -3013483 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3013626.500000 Penalty: 5018.765137
	Iteration 14Q: 3 clusters Score -3013626 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -3013762.000000 Penalty: 5018.765137
	Iteration 15Q: 3 clusters Score -3013762 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3013943.500000 Penalty: 5018.765137
	Iteration 16Q: 3 clusters Score -3013944 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3014134.750000 Penalty: 5018.765137
	Iteration 17Q: 3 clusters Score -3014135 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3014346.500000 Penalty: 5018.765137
	Iteration 18Q: 3 clusters Score -3014346 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -3014582.500000 Penalty: 5018.765137
	Iteration 19Q: 3 clusters Score -3014582 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -3014825.500000 Penalty: 5018.765137
	Iteration 20F: 3 clusters Score -3014826 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -3015010.500000 Penalty: 5018.765137
	Iteration 21Q: 3 clusters Score -3015010 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -3015193.750000 Penalty: 5018.765137
	Iteration 22Q: 3 clusters Score -3015194 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -3015339.000000 Penalty: 5018.765137
	Iteration 23Q: 3 clusters Score -3015339 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -3015468.250000 Penalty: 5018.765137
	Iteration 24Q: 3 clusters Score -3015468 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -3015594.250000 Penalty: 5018.765137
	Iteration 25Q: 3 clusters Score -3015594 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -3015701.000000 Penalty: 5018.765137
	Iteration 26Q: 3 clusters Score -3015701 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3015824.500000 Penalty: 5018.765137
	Iteration 27Q: 3 clusters Score -3015824 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -3015963.750000 Penalty: 5018.765137
	Iteration 28Q: 3 clusters Score -3015964 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3016056.750000 Penalty: 5018.765137
	Iteration 29Q: 3 clusters Score -3016057 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -3016145.500000 Penalty: 5018.765137
	Iteration 30Q: 3 clusters Score -3016146 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3016220.500000 Penalty: 5018.765137
	Iteration 31Q: 3 clusters Score -3016220 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -3016288.500000 Penalty: 5018.765137
	Iteration 32Q: 3 clusters Score -3016288 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -3016346.500000 Penalty: 5018.765137
	Iteration 33Q: 3 clusters Score -3016346 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -3016402.250000 Penalty: 5018.765137
	Iteration 34Q: 3 clusters Score -3016402 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -3016432.750000 Penalty: 5018.765137
	Iteration 35Q: 3 clusters Score -3016433 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -3016472.250000 Penalty: 5018.765137
	Iteration 36Q: 3 clusters Score -3016472 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -3016508.250000 Penalty: 5018.765137
	Iteration 37Q: 3 clusters Score -3016508 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -3016548.000000 Penalty: 5018.765137
	Iteration 38Q: 3 clusters Score -3016548 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3016580.000000 Penalty: 5018.765137
	Iteration 39Q: 3 clusters Score -3016580 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -3016621.000000 Penalty: 5018.765137
	Iteration 40F: 3 clusters Score -3016621 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3016652.250000 Penalty: 5018.765137
	Iteration 41Q: 3 clusters Score -3016652 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -3016683.750000 Penalty: 5018.765137
	Iteration 42Q: 3 clusters Score -3016684 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3016701.500000 Penalty: 5018.765137
	Iteration 43Q: 3 clusters Score -3016702 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -3016730.250000 Penalty: 5018.765137
	Iteration 44Q: 3 clusters Score -3016730 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -3016779.000000 Penalty: 5018.765137
	Iteration 45Q: 3 clusters Score -3016779 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3016808.500000 Penalty: 5018.765137
	Iteration 46Q: 3 clusters Score -3016808 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -3016853.500000 Penalty: 5018.765137
	Iteration 47Q: 3 clusters Score -3016854 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -3016900.750000 Penalty: 5018.765137
	Iteration 48Q: 3 clusters Score -3016901 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -3016999.000000 Penalty: 5018.765137
	Iteration 49Q: 3 clusters Score -3016999 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -3017083.500000 Penalty: 5018.765137
	Iteration 50Q: 3 clusters Score -3017084 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -3017146.750000 Penalty: 5018.765137
	Iteration 51Q: 3 clusters Score -3017147 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3017198.250000 Penalty: 5018.765137
	Iteration 52Q: 3 clusters Score -3017198 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3017239.000000 Penalty: 5018.765137
	Iteration 53Q: 3 clusters Score -3017239 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -3017268.750000 Penalty: 5018.765137
	Iteration 54Q: 3 clusters Score -3017269 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -3017271.250000 Penalty: 5018.765137
	Iteration 55Q: 3 clusters Score -3017271 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3017281.250000 Penalty: 5018.765137
	Iteration 56Q: 3 clusters Score -3017281 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3017295.250000 Penalty: 5018.765137
	Iteration 57Q: 3 clusters Score -3017295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -3017299.750000 Penalty: 5018.765137
	Iteration 58Q: 3 clusters Score -3017300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -3017299.000000 Penalty: 5018.765137
	Iteration 59Q: 3 clusters Score -3017299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3017311.500000 Penalty: 5018.765137
	Iteration 60F: 3 clusters Score -3017312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3017311.500000 Penalty: 5018.765137
	Iteration 61Q: 3 clusters Score -3017312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -3017307.750000 Penalty: 5018.765137
	Iteration 62Q: 3 clusters Score -3017308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -3017315.000000 Penalty: 5018.765137
	Iteration 63Q: 3 clusters Score -3017315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -3017317.500000 Penalty: 5018.765137
	Iteration 64Q: 3 clusters Score -3017318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -3017328.000000 Penalty: 5018.765137
	Iteration 65Q: 3 clusters Score -3017328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -3017328.000000 Penalty: 5018.765137
	Iteration 66Q: 3 clusters Score -3017328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -3017332.000000 Penalty: 5018.765137
	Iteration 67Q: 3 clusters Score -3017332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -3017338.750000 Penalty: 5018.765137
	Iteration 68Q: 3 clusters Score -3017339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3017334.000000 Penalty: 5018.765137
	Iteration 69Q: 3 clusters Score -3017334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -3017325.750000 Penalty: 5018.765137
	Iteration 70Q: 3 clusters Score -3017326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -3017328.500000 Penalty: 5018.765137
	Iteration 71Q: 3 clusters Score -3017328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3017331.250000 Penalty: 5018.765137
	Iteration 72Q: 3 clusters Score -3017331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -3017335.000000 Penalty: 5018.765137
	Iteration 73Q: 3 clusters Score -3017335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -3017337.250000 Penalty: 5018.765137
	Iteration 74Q: 3 clusters Score -3017337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3017336.750000 Penalty: 5018.765137
	Iteration 75Q: 3 clusters Score -3017337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3017336.750000 Penalty: 5018.765137
	Iteration 76F: 3 clusters Score -3017337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Entering Unmasked Estep 
Score: -3193439.250000 Penalty: 2514.911133
	Iteration 0F: 2 clusters Score -3193439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -3175970.000000 Penalty: 5029.822266
	Iteration 0F: 3 clusters Score -3175970 nChanged 11278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3182136.750000 Penalty: 5029.822266
	Iteration 1F: 3 clusters Score -3182137 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3182955.500000 Penalty: 5029.822266
	Iteration 2F: 3 clusters Score -3182956 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3184080.500000 Penalty: 5029.822266
	Iteration 3F: 3 clusters Score -3184080 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3185265.250000 Penalty: 5029.822266
	Iteration 4F: 3 clusters Score -3185265 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3186360.250000 Penalty: 5029.822266
	Iteration 5F: 3 clusters Score -3186360 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3187445.500000 Penalty: 5029.822266
	Iteration 6F: 3 clusters Score -3187446 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -3188433.750000 Penalty: 5029.822266
	Iteration 7F: 3 clusters Score -3188434 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -3189190.250000 Penalty: 5029.822266
	Iteration 8F: 3 clusters Score -3189190 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -3189772.500000 Penalty: 5029.822266
	Iteration 9Q: 3 clusters Score -3189772 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -3190239.250000 Penalty: 5029.822266
	Iteration 10Q: 3 clusters Score -3190239 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3190656.500000 Penalty: 5029.822266
	Iteration 11Q: 3 clusters Score -3190656 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3191082.000000 Penalty: 5029.822266
	Iteration 12Q: 3 clusters Score -3191082 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -3191522.000000 Penalty: 5029.822266
	Iteration 13Q: 3 clusters Score -3191522 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3191965.000000 Penalty: 5029.822266
	Iteration 14Q: 3 clusters Score -3191965 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -3192324.000000 Penalty: 5029.822266
	Iteration 15Q: 3 clusters Score -3192324 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -3192561.750000 Penalty: 5029.822266
	Iteration 16Q: 3 clusters Score -3192562 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3192694.750000 Penalty: 5029.822266
	Iteration 17Q: 3 clusters Score -3192695 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -3192803.500000 Penalty: 5029.822266
	Iteration 18Q: 3 clusters Score -3192804 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -3192866.500000 Penalty: 5029.822266
	Iteration 19Q: 3 clusters Score -3192866 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3192911.750000 Penalty: 5029.822266
	Iteration 20F: 3 clusters Score -3192912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -3192934.250000 Penalty: 5029.822266
	Iteration 21Q: 3 clusters Score -3192934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -3192956.000000 Penalty: 5029.822266
	Iteration 22Q: 3 clusters Score -3192956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -3192958.750000 Penalty: 5029.822266
	Iteration 23Q: 3 clusters Score -3192959 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3192974.250000 Penalty: 5029.822266
	Iteration 24Q: 3 clusters Score -3192974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3192987.250000 Penalty: 5029.822266
	Iteration 25Q: 3 clusters Score -3192987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3192994.000000 Penalty: 5029.822266
	Iteration 26Q: 3 clusters Score -3192994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3192999.500000 Penalty: 5029.822266
	Iteration 27Q: 3 clusters Score -3193000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3193008.250000 Penalty: 5029.822266
	Iteration 28Q: 3 clusters Score -3193008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3193020.250000 Penalty: 5029.822266
	Iteration 29Q: 3 clusters Score -3193020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3193016.500000 Penalty: 5029.822266
	Iteration 30Q: 3 clusters Score -3193016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -3193019.250000 Penalty: 5029.822266
	Iteration 31Q: 3 clusters Score -3193019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3193017.750000 Penalty: 5029.822266
	Iteration 32Q: 3 clusters Score -3193018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -3193024.250000 Penalty: 5029.822266
	Iteration 33Q: 3 clusters Score -3193024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -3193024.750000 Penalty: 5029.822266
	Iteration 34Q: 3 clusters Score -3193025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3193022.500000 Penalty: 5029.822266
	Iteration 35Q: 3 clusters Score -3193022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3193022.500000 Penalty: 5029.822266
	Iteration 36F: 3 clusters Score -3193022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Entering Unmasked Estep 
Score: -2600670.500000 Penalty: 2455.729980
	Iteration 0F: 2 clusters Score -2600670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2586590.250000 Penalty: 4911.459961
	Iteration 0F: 3 clusters Score -2586590 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2591318.750000 Penalty: 4911.459961
	Iteration 1F: 3 clusters Score -2591319 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2591697.750000 Penalty: 4911.459961
	Iteration 2F: 3 clusters Score -2591698 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2591972.500000 Penalty: 4911.459961
	Iteration 3Q: 3 clusters Score -2591972 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2592193.000000 Penalty: 4911.459961
	Iteration 4Q: 3 clusters Score -2592193 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2592358.750000 Penalty: 4911.459961
	Iteration 5Q: 3 clusters Score -2592359 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2592546.000000 Penalty: 4911.459961
	Iteration 6Q: 3 clusters Score -2592546 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2592793.000000 Penalty: 4911.459961
	Iteration 7Q: 3 clusters Score -2592793 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2593110.000000 Penalty: 4911.459961
	Iteration 8Q: 3 clusters Score -2593110 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2593570.000000 Penalty: 4911.459961
	Iteration 9Q: 3 clusters Score -2593570 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2594237.750000 Penalty: 4911.459961
	Iteration 10Q: 3 clusters Score -2594238 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2595182.750000 Penalty: 4911.459961
	Iteration 11F: 3 clusters Score -2595183 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2596184.000000 Penalty: 4911.459961
	Iteration 12F: 3 clusters Score -2596184 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2597057.000000 Penalty: 4911.459961
	Iteration 13F: 3 clusters Score -2597057 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2597772.000000 Penalty: 4911.459961
	Iteration 14Q: 3 clusters Score -2597772 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2598239.500000 Penalty: 4911.459961
	Iteration 15Q: 3 clusters Score -2598240 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2598536.750000 Penalty: 4911.459961
	Iteration 16Q: 3 clusters Score -2598537 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2598731.250000 Penalty: 4911.459961
	Iteration 17Q: 3 clusters Score -2598731 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2598857.000000 Penalty: 4911.459961
	Iteration 18Q: 3 clusters Score -2598857 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2598926.500000 Penalty: 4911.459961
	Iteration 19Q: 3 clusters Score -2598926 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2598983.250000 Penalty: 4911.459961
	Iteration 20F: 3 clusters Score -2598983 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2599012.750000 Penalty: 4911.459961
	Iteration 21Q: 3 clusters Score -2599013 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2599043.500000 Penalty: 4911.459961
	Iteration 22Q: 3 clusters Score -2599044 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2599067.500000 Penalty: 4911.459961
	Iteration 23Q: 3 clusters Score -2599068 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2599086.250000 Penalty: 4911.459961
	Iteration 24Q: 3 clusters Score -2599086 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2599092.000000 Penalty: 4911.459961
	Iteration 25Q: 3 clusters Score -2599092 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2599106.500000 Penalty: 4911.459961
	Iteration 26Q: 3 clusters Score -2599106 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2599106.000000 Penalty: 4911.459961
	Iteration 27Q: 3 clusters Score -2599106 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2599103.000000 Penalty: 4911.459961
	Iteration 28Q: 3 clusters Score -2599103 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2599107.000000 Penalty: 4911.459961
	Iteration 29Q: 3 clusters Score -2599107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2599101.500000 Penalty: 4911.459961
	Iteration 30Q: 3 clusters Score -2599102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2599101.500000 Penalty: 4911.459961
	Iteration 31Q: 3 clusters Score -2599102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2599116.500000 Penalty: 4911.459961
	Iteration 32Q: 3 clusters Score -2599116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2599116.750000 Penalty: 4911.459961
	Iteration 33Q: 3 clusters Score -2599117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2599128.000000 Penalty: 4911.459961
	Iteration 34Q: 3 clusters Score -2599128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2599130.250000 Penalty: 4911.459961
	Iteration 35Q: 3 clusters Score -2599130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2599130.750000 Penalty: 4911.459961
	Iteration 36Q: 3 clusters Score -2599131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2599129.250000 Penalty: 4911.459961
	Iteration 37Q: 3 clusters Score -2599129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2599135.250000 Penalty: 4911.459961
	Iteration 38Q: 3 clusters Score -2599135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2599135.250000 Penalty: 4911.459961
	Iteration 39Q: 3 clusters Score -2599135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2599133.750000 Penalty: 4911.459961
	Iteration 40F: 3 clusters Score -2599134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2599131.250000 Penalty: 4911.459961
	Iteration 41Q: 3 clusters Score -2599131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2599131.000000 Penalty: 4911.459961
	Iteration 42Q: 3 clusters Score -2599131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2599132.250000 Penalty: 4911.459961
	Iteration 43Q: 3 clusters Score -2599132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2599131.500000 Penalty: 4911.459961
	Iteration 44Q: 3 clusters Score -2599132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2599131.500000 Penalty: 4911.459961
	Iteration 45F: 3 clusters Score -2599132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Entering Unmasked Estep 
Score: -1070268.125000 Penalty: 2241.956055
	Iteration 0F: 2 clusters Score -1070268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1063612.875000 Penalty: 4483.912109
	Iteration 0F: 3 clusters Score -1063613 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1065415.375000 Penalty: 4483.912109
	Iteration 1F: 3 clusters Score -1065415 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1065736.125000 Penalty: 4483.912109
	Iteration 2F: 3 clusters Score -1065736 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1065972.750000 Penalty: 4483.912109
	Iteration 3F: 3 clusters Score -1065973 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1066167.125000 Penalty: 4483.912109
	Iteration 4Q: 3 clusters Score -1066167 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1066341.125000 Penalty: 4483.912109
	Iteration 5Q: 3 clusters Score -1066341 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1066527.500000 Penalty: 4483.912109
	Iteration 6Q: 3 clusters Score -1066528 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1066694.250000 Penalty: 4483.912109
	Iteration 7Q: 3 clusters Score -1066694 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1066839.375000 Penalty: 4483.912109
	Iteration 8Q: 3 clusters Score -1066839 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1066956.375000 Penalty: 4483.912109
	Iteration 9Q: 3 clusters Score -1066956 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1067057.375000 Penalty: 4483.912109
	Iteration 10Q: 3 clusters Score -1067057 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1067131.875000 Penalty: 4483.912109
	Iteration 11Q: 3 clusters Score -1067132 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1067202.375000 Penalty: 4483.912109
	Iteration 12Q: 3 clusters Score -1067202 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1067271.125000 Penalty: 4483.912109
	Iteration 13Q: 3 clusters Score -1067271 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1067341.125000 Penalty: 4483.912109
	Iteration 14Q: 3 clusters Score -1067341 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1067413.875000 Penalty: 4483.912109
	Iteration 15Q: 3 clusters Score -1067414 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1067477.875000 Penalty: 4483.912109
	Iteration 16Q: 3 clusters Score -1067478 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1067525.000000 Penalty: 4483.912109
	Iteration 17Q: 3 clusters Score -1067525 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1067557.875000 Penalty: 4483.912109
	Iteration 18Q: 3 clusters Score -1067558 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1067589.125000 Penalty: 4483.912109
	Iteration 19Q: 3 clusters Score -1067589 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1067609.125000 Penalty: 4483.912109
	Iteration 20F: 3 clusters Score -1067609 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1067626.000000 Penalty: 4483.912109
	Iteration 21Q: 3 clusters Score -1067626 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1067644.000000 Penalty: 4483.912109
	Iteration 22Q: 3 clusters Score -1067644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1067656.500000 Penalty: 4483.912109
	Iteration 23Q: 3 clusters Score -1067656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1067677.000000 Penalty: 4483.912109
	Iteration 24Q: 3 clusters Score -1067677 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1067691.750000 Penalty: 4483.912109
	Iteration 25Q: 3 clusters Score -1067692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1067708.500000 Penalty: 4483.912109
	Iteration 26Q: 3 clusters Score -1067708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1067724.000000 Penalty: 4483.912109
	Iteration 27Q: 3 clusters Score -1067724 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1067739.500000 Penalty: 4483.912109
	Iteration 28Q: 3 clusters Score -1067740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1067751.625000 Penalty: 4483.912109
	Iteration 29Q: 3 clusters Score -1067752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1067766.125000 Penalty: 4483.912109
	Iteration 30Q: 3 clusters Score -1067766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1067782.625000 Penalty: 4483.912109
	Iteration 31Q: 3 clusters Score -1067783 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1067799.250000 Penalty: 4483.912109
	Iteration 32Q: 3 clusters Score -1067799 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1067818.500000 Penalty: 4483.912109
	Iteration 33Q: 3 clusters Score -1067818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1067834.875000 Penalty: 4483.912109
	Iteration 34Q: 3 clusters Score -1067835 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1067847.750000 Penalty: 4483.912109
	Iteration 35Q: 3 clusters Score -1067848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1067856.125000 Penalty: 4483.912109
	Iteration 36Q: 3 clusters Score -1067856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1067861.500000 Penalty: 4483.912109
	Iteration 37Q: 3 clusters Score -1067862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1067865.375000 Penalty: 4483.912109
	Iteration 38Q: 3 clusters Score -1067865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1067871.750000 Penalty: 4483.912109
	Iteration 39Q: 3 clusters Score -1067872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1067874.000000 Penalty: 4483.912109
	Iteration 40F: 3 clusters Score -1067874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1067874.875000 Penalty: 4483.912109
	Iteration 41Q: 3 clusters Score -1067875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1067879.250000 Penalty: 4483.912109
	Iteration 42Q: 3 clusters Score -1067879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1067884.500000 Penalty: 4483.912109
	Iteration 43Q: 3 clusters Score -1067884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1067890.750000 Penalty: 4483.912109
	Iteration 44Q: 3 clusters Score -1067891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1067897.250000 Penalty: 4483.912109
	Iteration 45Q: 3 clusters Score -1067897 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1067900.875000 Penalty: 4483.912109
	Iteration 46Q: 3 clusters Score -1067901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1067903.750000 Penalty: 4483.912109
	Iteration 47Q: 3 clusters Score -1067904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1067913.125000 Penalty: 4483.912109
	Iteration 48Q: 3 clusters Score -1067913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1067916.875000 Penalty: 4483.912109
	Iteration 49Q: 3 clusters Score -1067917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1067923.375000 Penalty: 4483.912109
	Iteration 50Q: 3 clusters Score -1067923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1067927.750000 Penalty: 4483.912109
	Iteration 51Q: 3 clusters Score -1067928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1067935.250000 Penalty: 4483.912109
	Iteration 52Q: 3 clusters Score -1067935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1067940.375000 Penalty: 4483.912109
	Iteration 53Q: 3 clusters Score -1067940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1067945.625000 Penalty: 4483.912109
	Iteration 54Q: 3 clusters Score -1067946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1067949.250000 Penalty: 4483.912109
	Iteration 55Q: 3 clusters Score -1067949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1067956.875000 Penalty: 4483.912109
	Iteration 56Q: 3 clusters Score -1067957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1067961.000000 Penalty: 4483.912109
	Iteration 57Q: 3 clusters Score -1067961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1067965.125000 Penalty: 4483.912109
	Iteration 58Q: 3 clusters Score -1067965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1067969.250000 Penalty: 4483.912109
	Iteration 59Q: 3 clusters Score -1067969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1067977.375000 Penalty: 4483.912109
	Iteration 60F: 3 clusters Score -1067977 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1067985.125000 Penalty: 4483.912109
	Iteration 61Q: 3 clusters Score -1067985 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1067992.000000 Penalty: 4483.912109
	Iteration 62Q: 3 clusters Score -1067992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1068001.500000 Penalty: 4483.912109
	Iteration 63Q: 3 clusters Score -1068002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1068009.500000 Penalty: 4483.912109
	Iteration 64Q: 3 clusters Score -1068010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1068021.625000 Penalty: 4483.912109
	Iteration 65Q: 3 clusters Score -1068022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1068034.500000 Penalty: 4483.912109
	Iteration 66Q: 3 clusters Score -1068034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1068045.375000 Penalty: 4483.912109
	Iteration 67Q: 3 clusters Score -1068045 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1068062.125000 Penalty: 4483.912109
	Iteration 68Q: 3 clusters Score -1068062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1068076.250000 Penalty: 4483.912109
	Iteration 69Q: 3 clusters Score -1068076 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1068093.500000 Penalty: 4483.912109
	Iteration 70Q: 3 clusters Score -1068094 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1068116.750000 Penalty: 4483.912109
	Iteration 71Q: 3 clusters Score -1068117 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1068152.375000 Penalty: 4483.912109
	Iteration 72Q: 3 clusters Score -1068152 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1068191.375000 Penalty: 4483.912109
	Iteration 73Q: 3 clusters Score -1068191 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1068240.375000 Penalty: 4483.912109
	Iteration 74Q: 3 clusters Score -1068240 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1068293.000000 Penalty: 4483.912109
	Iteration 75Q: 3 clusters Score -1068293 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1068337.875000 Penalty: 4483.912109
	Iteration 76Q: 3 clusters Score -1068338 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1068382.750000 Penalty: 4483.912109
	Iteration 77Q: 3 clusters Score -1068383 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1068439.625000 Penalty: 4483.912109
	Iteration 78Q: 3 clusters Score -1068440 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1068507.625000 Penalty: 4483.912109
	Iteration 79Q: 3 clusters Score -1068508 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1068589.625000 Penalty: 4483.912109
	Iteration 80F: 3 clusters Score -1068590 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1068691.625000 Penalty: 4483.912109
	Iteration 81Q: 3 clusters Score -1068692 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1068795.500000 Penalty: 4483.912109
	Iteration 82Q: 3 clusters Score -1068796 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1068881.375000 Penalty: 4483.912109
	Iteration 83Q: 3 clusters Score -1068881 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1068934.625000 Penalty: 4483.912109
	Iteration 84Q: 3 clusters Score -1068935 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1068966.875000 Penalty: 4483.912109
	Iteration 85Q: 3 clusters Score -1068967 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1069001.875000 Penalty: 4483.912109
	Iteration 86Q: 3 clusters Score -1069002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1069032.125000 Penalty: 4483.912109
	Iteration 87Q: 3 clusters Score -1069032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1069053.625000 Penalty: 4483.912109
	Iteration 88Q: 3 clusters Score -1069054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1069069.750000 Penalty: 4483.912109
	Iteration 89Q: 3 clusters Score -1069070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1069079.250000 Penalty: 4483.912109
	Iteration 90Q: 3 clusters Score -1069079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1069084.500000 Penalty: 4483.912109
	Iteration 91Q: 3 clusters Score -1069084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1069087.000000 Penalty: 4483.912109
	Iteration 92Q: 3 clusters Score -1069087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1069094.000000 Penalty: 4483.912109
	Iteration 93Q: 3 clusters Score -1069094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1069092.750000 Penalty: 4483.912109
	Iteration 94Q: 3 clusters Score -1069093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1069095.625000 Penalty: 4483.912109
	Iteration 95Q: 3 clusters Score -1069096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1069097.625000 Penalty: 4483.912109
	Iteration 96Q: 3 clusters Score -1069098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1069100.375000 Penalty: 4483.912109
	Iteration 97Q: 3 clusters Score -1069100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1069099.750000 Penalty: 4483.912109
	Iteration 98Q: 3 clusters Score -1069100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1069101.125000 Penalty: 4483.912109
	Iteration 99Q: 3 clusters Score -1069101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1069100.875000 Penalty: 4483.912109
	Iteration 100F: 3 clusters Score -1069101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Entering Unmasked Estep 
Score: -1178377.000000 Penalty: 2288.222900
	Iteration 0F: 2 clusters Score -1178377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1170618.500000 Penalty: 4576.445801
	Iteration 0F: 3 clusters Score -1170618 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1173033.375000 Penalty: 4576.445801
	Iteration 1F: 3 clusters Score -1173033 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1173621.500000 Penalty: 4576.445801
	Iteration 2F: 3 clusters Score -1173622 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1174188.500000 Penalty: 4576.445801
	Iteration 3F: 3 clusters Score -1174188 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1174598.250000 Penalty: 4576.445801
	Iteration 4F: 3 clusters Score -1174598 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1174920.250000 Penalty: 4576.445801
	Iteration 5F: 3 clusters Score -1174920 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1175164.625000 Penalty: 4576.445801
	Iteration 6Q: 3 clusters Score -1175165 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1175372.125000 Penalty: 4576.445801
	Iteration 7Q: 3 clusters Score -1175372 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1175538.875000 Penalty: 4576.445801
	Iteration 8Q: 3 clusters Score -1175539 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1175671.000000 Penalty: 4576.445801
	Iteration 9Q: 3 clusters Score -1175671 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1175761.750000 Penalty: 4576.445801
	Iteration 10Q: 3 clusters Score -1175762 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1175851.750000 Penalty: 4576.445801
	Iteration 11Q: 3 clusters Score -1175852 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1175921.000000 Penalty: 4576.445801
	Iteration 12Q: 3 clusters Score -1175921 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1175978.250000 Penalty: 4576.445801
	Iteration 13Q: 3 clusters Score -1175978 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1176030.875000 Penalty: 4576.445801
	Iteration 14Q: 3 clusters Score -1176031 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1176087.250000 Penalty: 4576.445801
	Iteration 15Q: 3 clusters Score -1176087 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1176133.625000 Penalty: 4576.445801
	Iteration 16Q: 3 clusters Score -1176134 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1176163.375000 Penalty: 4576.445801
	Iteration 17Q: 3 clusters Score -1176163 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1176197.250000 Penalty: 4576.445801
	Iteration 18Q: 3 clusters Score -1176197 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1176243.125000 Penalty: 4576.445801
	Iteration 19Q: 3 clusters Score -1176243 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1176283.125000 Penalty: 4576.445801
	Iteration 20F: 3 clusters Score -1176283 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1176322.375000 Penalty: 4576.445801
	Iteration 21Q: 3 clusters Score -1176322 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1176349.375000 Penalty: 4576.445801
	Iteration 22Q: 3 clusters Score -1176349 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1176372.250000 Penalty: 4576.445801
	Iteration 23Q: 3 clusters Score -1176372 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1176391.625000 Penalty: 4576.445801
	Iteration 24Q: 3 clusters Score -1176392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1176402.500000 Penalty: 4576.445801
	Iteration 25Q: 3 clusters Score -1176402 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1176419.250000 Penalty: 4576.445801
	Iteration 26Q: 3 clusters Score -1176419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1176431.500000 Penalty: 4576.445801
	Iteration 27Q: 3 clusters Score -1176432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1176445.125000 Penalty: 4576.445801
	Iteration 28Q: 3 clusters Score -1176445 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1176454.125000 Penalty: 4576.445801
	Iteration 29Q: 3 clusters Score -1176454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1176467.500000 Penalty: 4576.445801
	Iteration 30Q: 3 clusters Score -1176468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1176479.875000 Penalty: 4576.445801
	Iteration 31Q: 3 clusters Score -1176480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1176490.375000 Penalty: 4576.445801
	Iteration 32Q: 3 clusters Score -1176490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1176501.125000 Penalty: 4576.445801
	Iteration 33Q: 3 clusters Score -1176501 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1176512.500000 Penalty: 4576.445801
	Iteration 34Q: 3 clusters Score -1176512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1176521.750000 Penalty: 4576.445801
	Iteration 35Q: 3 clusters Score -1176522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1176533.250000 Penalty: 4576.445801
	Iteration 36Q: 3 clusters Score -1176533 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1176541.375000 Penalty: 4576.445801
	Iteration 37Q: 3 clusters Score -1176541 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1176547.125000 Penalty: 4576.445801
	Iteration 38Q: 3 clusters Score -1176547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1176552.750000 Penalty: 4576.445801
	Iteration 39Q: 3 clusters Score -1176553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1176559.250000 Penalty: 4576.445801
	Iteration 40F: 3 clusters Score -1176559 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1176571.125000 Penalty: 4576.445801
	Iteration 41Q: 3 clusters Score -1176571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1176574.125000 Penalty: 4576.445801
	Iteration 42Q: 3 clusters Score -1176574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1176579.250000 Penalty: 4576.445801
	Iteration 43Q: 3 clusters Score -1176579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1176586.125000 Penalty: 4576.445801
	Iteration 44Q: 3 clusters Score -1176586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1176592.875000 Penalty: 4576.445801
	Iteration 45Q: 3 clusters Score -1176593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1176599.375000 Penalty: 4576.445801
	Iteration 46Q: 3 clusters Score -1176599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1176598.000000 Penalty: 4576.445801
	Iteration 47Q: 3 clusters Score -1176598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1176599.125000 Penalty: 4576.445801
	Iteration 48Q: 3 clusters Score -1176599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1176602.875000 Penalty: 4576.445801
	Iteration 49Q: 3 clusters Score -1176603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1176602.875000 Penalty: 4576.445801
	Iteration 50Q: 3 clusters Score -1176603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1176601.375000 Penalty: 4576.445801
	Iteration 51Q: 3 clusters Score -1176601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1176604.750000 Penalty: 4576.445801
	Iteration 52Q: 3 clusters Score -1176605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1176603.625000 Penalty: 4576.445801
	Iteration 53Q: 3 clusters Score -1176604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1176602.750000 Penalty: 4576.445801
	Iteration 54Q: 3 clusters Score -1176603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1176604.625000 Penalty: 4576.445801
	Iteration 55Q: 3 clusters Score -1176605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1176604.250000 Penalty: 4576.445801
	Iteration 56Q: 3 clusters Score -1176604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1176604.250000 Penalty: 4576.445801
	Iteration 57F: 3 clusters Score -1176604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Entering Unmasked Estep 
Score: -586223.937500 Penalty: 2087.618164
	Iteration 0F: 2 clusters Score -586223.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -581970.312500 Penalty: 4175.236328
	Iteration 0F: 3 clusters Score -581970.3 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -582893.937500 Penalty: 4175.236328
	Iteration 1F: 3 clusters Score -582893.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -583094.062500 Penalty: 4175.236328
	Iteration 2F: 3 clusters Score -583094.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -583221.437500 Penalty: 4175.236328
	Iteration 3F: 3 clusters Score -583221.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -583299.625000 Penalty: 4175.236328
	Iteration 4Q: 3 clusters Score -583299.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -583357.125000 Penalty: 4175.236328
	Iteration 5Q: 3 clusters Score -583357.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -583402.125000 Penalty: 4175.236328
	Iteration 6Q: 3 clusters Score -583402.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -583443.937500 Penalty: 4175.236328
	Iteration 7Q: 3 clusters Score -583443.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -583480.250000 Penalty: 4175.236328
	Iteration 8Q: 3 clusters Score -583480.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -583509.000000 Penalty: 4175.236328
	Iteration 9Q: 3 clusters Score -583509 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -583531.125000 Penalty: 4175.236328
	Iteration 10Q: 3 clusters Score -583531.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -583555.625000 Penalty: 4175.236328
	Iteration 11Q: 3 clusters Score -583555.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -583580.937500 Penalty: 4175.236328
	Iteration 12Q: 3 clusters Score -583580.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -583602.125000 Penalty: 4175.236328
	Iteration 13Q: 3 clusters Score -583602.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -583621.375000 Penalty: 4175.236328
	Iteration 14Q: 3 clusters Score -583621.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -583636.437500 Penalty: 4175.236328
	Iteration 15Q: 3 clusters Score -583636.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -583652.750000 Penalty: 4175.236328
	Iteration 16Q: 3 clusters Score -583652.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -583672.687500 Penalty: 4175.236328
	Iteration 17Q: 3 clusters Score -583672.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -583692.000000 Penalty: 4175.236328
	Iteration 18Q: 3 clusters Score -583692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -583707.000000 Penalty: 4175.236328
	Iteration 19Q: 3 clusters Score -583707 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -583724.000000 Penalty: 4175.236328
	Iteration 20F: 3 clusters Score -583724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -583737.812500 Penalty: 4175.236328
	Iteration 21Q: 3 clusters Score -583737.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -583747.625000 Penalty: 4175.236328
	Iteration 22Q: 3 clusters Score -583747.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -583760.937500 Penalty: 4175.236328
	Iteration 23Q: 3 clusters Score -583760.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -583770.312500 Penalty: 4175.236328
	Iteration 24Q: 3 clusters Score -583770.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -583782.125000 Penalty: 4175.236328
	Iteration 25Q: 3 clusters Score -583782.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -583793.562500 Penalty: 4175.236328
	Iteration 26Q: 3 clusters Score -583793.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -583801.312500 Penalty: 4175.236328
	Iteration 27Q: 3 clusters Score -583801.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -583808.062500 Penalty: 4175.236328
	Iteration 28Q: 3 clusters Score -583808.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -583815.312500 Penalty: 4175.236328
	Iteration 29Q: 3 clusters Score -583815.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -583825.187500 Penalty: 4175.236328
	Iteration 30Q: 3 clusters Score -583825.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -583836.000000 Penalty: 4175.236328
	Iteration 31Q: 3 clusters Score -583836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -583846.062500 Penalty: 4175.236328
	Iteration 32Q: 3 clusters Score -583846.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -583852.687500 Penalty: 4175.236328
	Iteration 33Q: 3 clusters Score -583852.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -583861.562500 Penalty: 4175.236328
	Iteration 34Q: 3 clusters Score -583861.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -583869.812500 Penalty: 4175.236328
	Iteration 35Q: 3 clusters Score -583869.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -583877.812500 Penalty: 4175.236328
	Iteration 36Q: 3 clusters Score -583877.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -583884.500000 Penalty: 4175.236328
	Iteration 37Q: 3 clusters Score -583884.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -583889.812500 Penalty: 4175.236328
	Iteration 38Q: 3 clusters Score -583889.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -583891.562500 Penalty: 4175.236328
	Iteration 39Q: 3 clusters Score -583891.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -583893.187500 Penalty: 4175.236328
	Iteration 40F: 3 clusters Score -583893.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -583895.375000 Penalty: 4175.236328
	Iteration 41Q: 3 clusters Score -583895.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -583899.187500 Penalty: 4175.236328
	Iteration 42Q: 3 clusters Score -583899.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -583900.500000 Penalty: 4175.236328
	Iteration 43Q: 3 clusters Score -583900.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -583903.250000 Penalty: 4175.236328
	Iteration 44Q: 3 clusters Score -583903.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -583905.000000 Penalty: 4175.236328
	Iteration 45Q: 3 clusters Score -583905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -583907.000000 Penalty: 4175.236328
	Iteration 46Q: 3 clusters Score -583907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -583908.875000 Penalty: 4175.236328
	Iteration 47Q: 3 clusters Score -583908.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -583911.062500 Penalty: 4175.236328
	Iteration 48Q: 3 clusters Score -583911.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -583913.187500 Penalty: 4175.236328
	Iteration 49Q: 3 clusters Score -583913.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -583916.500000 Penalty: 4175.236328
	Iteration 50Q: 3 clusters Score -583916.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -583917.562500 Penalty: 4175.236328
	Iteration 51Q: 3 clusters Score -583917.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -583921.375000 Penalty: 4175.236328
	Iteration 52Q: 3 clusters Score -583921.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -583922.437500 Penalty: 4175.236328
	Iteration 53Q: 3 clusters Score -583922.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -583923.875000 Penalty: 4175.236328
	Iteration 54Q: 3 clusters Score -583923.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -583925.812500 Penalty: 4175.236328
	Iteration 55Q: 3 clusters Score -583925.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -583925.812500 Penalty: 4175.236328
	Iteration 56F: 3 clusters Score -583925.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -24967.769531 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -24967.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23774.468750 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -23774.47 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24092.867188 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -24092.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24198.568359 Penalty: 2851.698975
	Iteration 2F: 3 clusters Score -24198.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24295.824219 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -24295.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24328.410156 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -24328.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24383.220703 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -24383.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24466.148438 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -24466.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24564.562500 Penalty: 2851.698975
	Iteration 7Q: 3 clusters Score -24564.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24612.933594 Penalty: 2851.698975
	Iteration 8Q: 3 clusters Score -24612.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24653.115234 Penalty: 2851.698975
	Iteration 9Q: 3 clusters Score -24653.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24677.660156 Penalty: 2851.698975
	Iteration 10Q: 3 clusters Score -24677.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24830.056641 Penalty: 2851.698975
	Iteration 11Q: 3 clusters Score -24830.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24830.056641 Penalty: 2851.698975
	Iteration 12F: 3 clusters Score -24830.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -89245.968750 Penalty: 1640.451904
	Iteration 0F: 2 clusters Score -89245.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -87514.132812 Penalty: 3280.903809
	Iteration 0F: 3 clusters Score -87514.13 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -87747.343750 Penalty: 3280.903809
	Iteration 1F: 3 clusters Score -87747.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -87821.445312 Penalty: 3280.903809
	Iteration 2F: 3 clusters Score -87821.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -87864.968750 Penalty: 3280.903809
	Iteration 3Q: 3 clusters Score -87864.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -87896.742188 Penalty: 3280.903809
	Iteration 4Q: 3 clusters Score -87896.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -87919.109375 Penalty: 3280.903809
	Iteration 5Q: 3 clusters Score -87919.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -87932.726562 Penalty: 3280.903809
	Iteration 6Q: 3 clusters Score -87932.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87936.796875 Penalty: 3280.903809
	Iteration 7Q: 3 clusters Score -87936.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87938.750000 Penalty: 3280.903809
	Iteration 8Q: 3 clusters Score -87938.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -87940.453125 Penalty: 3280.903809
	Iteration 9Q: 3 clusters Score -87940.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87941.359375 Penalty: 3280.903809
	Iteration 10Q: 3 clusters Score -87941.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -87944.242188 Penalty: 3280.903809
	Iteration 11Q: 3 clusters Score -87944.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87946.578125 Penalty: 3280.903809
	Iteration 12Q: 3 clusters Score -87946.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87949.007812 Penalty: 3280.903809
	Iteration 13Q: 3 clusters Score -87949.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -87950.750000 Penalty: 3280.903809
	Iteration 14Q: 3 clusters Score -87950.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -87952.406250 Penalty: 3280.903809
	Iteration 15Q: 3 clusters Score -87952.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -87952.406250 Penalty: 3280.903809
	Iteration 16F: 3 clusters Score -87952.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Entering Unmasked Estep 
Score: -1542424.250000 Penalty: 2339.345459
	Iteration 0F: 2 clusters Score -1542424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1533223.750000 Penalty: 4678.690918
	Iteration 0F: 3 clusters Score -1533224 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1536259.875000 Penalty: 4678.690918
	Iteration 1F: 3 clusters Score -1536260 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1536682.750000 Penalty: 4678.690918
	Iteration 2F: 3 clusters Score -1536683 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1537004.375000 Penalty: 4678.690918
	Iteration 3F: 3 clusters Score -1537004 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1537282.625000 Penalty: 4678.690918
	Iteration 4Q: 3 clusters Score -1537283 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1537544.625000 Penalty: 4678.690918
	Iteration 5Q: 3 clusters Score -1537545 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1537849.875000 Penalty: 4678.690918
	Iteration 6Q: 3 clusters Score -1537850 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1538185.875000 Penalty: 4678.690918
	Iteration 7Q: 3 clusters Score -1538186 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1538470.500000 Penalty: 4678.690918
	Iteration 8Q: 3 clusters Score -1538470 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1538735.875000 Penalty: 4678.690918
	Iteration 9Q: 3 clusters Score -1538736 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1538955.500000 Penalty: 4678.690918
	Iteration 10Q: 3 clusters Score -1538956 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1539181.125000 Penalty: 4678.690918
	Iteration 11Q: 3 clusters Score -1539181 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1539390.625000 Penalty: 4678.690918
	Iteration 12Q: 3 clusters Score -1539391 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1539560.250000 Penalty: 4678.690918
	Iteration 13Q: 3 clusters Score -1539560 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1539699.875000 Penalty: 4678.690918
	Iteration 14Q: 3 clusters Score -1539700 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1539803.250000 Penalty: 4678.690918
	Iteration 15Q: 3 clusters Score -1539803 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1539867.000000 Penalty: 4678.690918
	Iteration 16Q: 3 clusters Score -1539867 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1539919.375000 Penalty: 4678.690918
	Iteration 17Q: 3 clusters Score -1539919 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1539967.000000 Penalty: 4678.690918
	Iteration 18Q: 3 clusters Score -1539967 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1540001.875000 Penalty: 4678.690918
	Iteration 19Q: 3 clusters Score -1540002 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1540025.625000 Penalty: 4678.690918
	Iteration 20F: 3 clusters Score -1540026 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1540052.000000 Penalty: 4678.690918
	Iteration 21Q: 3 clusters Score -1540052 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1540072.875000 Penalty: 4678.690918
	Iteration 22Q: 3 clusters Score -1540073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1540085.250000 Penalty: 4678.690918
	Iteration 23Q: 3 clusters Score -1540085 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1540099.875000 Penalty: 4678.690918
	Iteration 24Q: 3 clusters Score -1540100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1540109.625000 Penalty: 4678.690918
	Iteration 25Q: 3 clusters Score -1540110 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1540128.500000 Penalty: 4678.690918
	Iteration 26Q: 3 clusters Score -1540128 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1540153.125000 Penalty: 4678.690918
	Iteration 27Q: 3 clusters Score -1540153 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1540165.625000 Penalty: 4678.690918
	Iteration 28Q: 3 clusters Score -1540166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1540180.250000 Penalty: 4678.690918
	Iteration 29Q: 3 clusters Score -1540180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1540191.250000 Penalty: 4678.690918
	Iteration 30Q: 3 clusters Score -1540191 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1540205.875000 Penalty: 4678.690918
	Iteration 31Q: 3 clusters Score -1540206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1540213.500000 Penalty: 4678.690918
	Iteration 32Q: 3 clusters Score -1540214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1540220.625000 Penalty: 4678.690918
	Iteration 33Q: 3 clusters Score -1540221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1540230.750000 Penalty: 4678.690918
	Iteration 34Q: 3 clusters Score -1540231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1540232.750000 Penalty: 4678.690918
	Iteration 35Q: 3 clusters Score -1540233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1540240.625000 Penalty: 4678.690918
	Iteration 36Q: 3 clusters Score -1540241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1540257.250000 Penalty: 4678.690918
	Iteration 37Q: 3 clusters Score -1540257 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1540274.125000 Penalty: 4678.690918
	Iteration 38Q: 3 clusters Score -1540274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1540285.375000 Penalty: 4678.690918
	Iteration 39Q: 3 clusters Score -1540285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1540298.375000 Penalty: 4678.690918
	Iteration 40F: 3 clusters Score -1540298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1540307.750000 Penalty: 4678.690918
	Iteration 41Q: 3 clusters Score -1540308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1540320.000000 Penalty: 4678.690918
	Iteration 42Q: 3 clusters Score -1540320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1540334.000000 Penalty: 4678.690918
	Iteration 43Q: 3 clusters Score -1540334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1540344.250000 Penalty: 4678.690918
	Iteration 44Q: 3 clusters Score -1540344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1540362.625000 Penalty: 4678.690918
	Iteration 45Q: 3 clusters Score -1540363 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1540384.625000 Penalty: 4678.690918
	Iteration 46Q: 3 clusters Score -1540385 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1540392.125000 Penalty: 4678.690918
	Iteration 47Q: 3 clusters Score -1540392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1540410.000000 Penalty: 4678.690918
	Iteration 48Q: 3 clusters Score -1540410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1540418.750000 Penalty: 4678.690918
	Iteration 49Q: 3 clusters Score -1540419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1540429.250000 Penalty: 4678.690918
	Iteration 50Q: 3 clusters Score -1540429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1540439.750000 Penalty: 4678.690918
	Iteration 51Q: 3 clusters Score -1540440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1540451.500000 Penalty: 4678.690918
	Iteration 52Q: 3 clusters Score -1540452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1540458.000000 Penalty: 4678.690918
	Iteration 53Q: 3 clusters Score -1540458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1540467.625000 Penalty: 4678.690918
	Iteration 54Q: 3 clusters Score -1540468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1540475.625000 Penalty: 4678.690918
	Iteration 55Q: 3 clusters Score -1540476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1540478.500000 Penalty: 4678.690918
	Iteration 56Q: 3 clusters Score -1540478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1540484.875000 Penalty: 4678.690918
	Iteration 57Q: 3 clusters Score -1540485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1540484.625000 Penalty: 4678.690918
	Iteration 58Q: 3 clusters Score -1540485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1540485.250000 Penalty: 4678.690918
	Iteration 59Q: 3 clusters Score -1540485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1540490.875000 Penalty: 4678.690918
	Iteration 60F: 3 clusters Score -1540491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1540491.250000 Penalty: 4678.690918
	Iteration 61Q: 3 clusters Score -1540491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1540491.250000 Penalty: 4678.690918
	Iteration 62Q: 3 clusters Score -1540491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1540491.250000 Penalty: 4678.690918
	Iteration 63F: 3 clusters Score -1540491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (49482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Entering Unmasked Estep 
Score: -6357588.500000 Penalty: 2680.722412
	Iteration 0F: 2 clusters Score -6357588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -6324319.500000 Penalty: 5361.444824
	Iteration 0F: 3 clusters Score -6324320 nChanged 22901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -6337164.500000 Penalty: 5361.444824
	Iteration 1F: 3 clusters Score -6337164 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -6337726.000000 Penalty: 5361.444824
	Iteration 2Q: 3 clusters Score -6337726 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -6338331.500000 Penalty: 5361.444824
	Iteration 3Q: 3 clusters Score -6338332 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -6339109.000000 Penalty: 5361.444824
	Iteration 4Q: 3 clusters Score -6339109 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -6340212.500000 Penalty: 5361.444824
	Iteration 5Q: 3 clusters Score -6340212 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -6341884.500000 Penalty: 5361.444824
	Iteration 6F: 3 clusters Score -6341884 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -6343955.000000 Penalty: 5361.444824
	Iteration 7F: 3 clusters Score -6343955 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -6346458.000000 Penalty: 5361.444824
	Iteration 8F: 3 clusters Score -6346458 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -6348786.500000 Penalty: 5361.444824
	Iteration 9F: 3 clusters Score -6348786 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -6350731.500000 Penalty: 5361.444824
	Iteration 10F: 3 clusters Score -6350732 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -6352313.500000 Penalty: 5361.444824
	Iteration 11Q: 3 clusters Score -6352314 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -6353444.500000 Penalty: 5361.444824
	Iteration 12Q: 3 clusters Score -6353444 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6354191.000000 Penalty: 5361.444824
	Iteration 13Q: 3 clusters Score -6354191 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6354633.000000 Penalty: 5361.444824
	Iteration 14Q: 3 clusters Score -6354633 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6354864.000000 Penalty: 5361.444824
	Iteration 15Q: 3 clusters Score -6354864 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6355000.500000 Penalty: 5361.444824
	Iteration 16Q: 3 clusters Score -6355000 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6355078.000000 Penalty: 5361.444824
	Iteration 17Q: 3 clusters Score -6355078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6355142.000000 Penalty: 5361.444824
	Iteration 18Q: 3 clusters Score -6355142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6355171.000000 Penalty: 5361.444824
	Iteration 19Q: 3 clusters Score -6355171 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6355206.500000 Penalty: 5361.444824
	Iteration 20F: 3 clusters Score -6355206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6355240.000000 Penalty: 5361.444824
	Iteration 21Q: 3 clusters Score -6355240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6355248.000000 Penalty: 5361.444824
	Iteration 22Q: 3 clusters Score -6355248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6355259.500000 Penalty: 5361.444824
	Iteration 23Q: 3 clusters Score -6355260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6355268.000000 Penalty: 5361.444824
	Iteration 24Q: 3 clusters Score -6355268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6355274.000000 Penalty: 5361.444824
	Iteration 25Q: 3 clusters Score -6355274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6355282.500000 Penalty: 5361.444824
	Iteration 26Q: 3 clusters Score -6355282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6355295.500000 Penalty: 5361.444824
	Iteration 27Q: 3 clusters Score -6355296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6355299.000000 Penalty: 5361.444824
	Iteration 28Q: 3 clusters Score -6355299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6355299.500000 Penalty: 5361.444824
	Iteration 29Q: 3 clusters Score -6355300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6355297.500000 Penalty: 5361.444824
	Iteration 30Q: 3 clusters Score -6355298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6355297.000000 Penalty: 5361.444824
	Iteration 31Q: 3 clusters Score -6355297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6355295.000000 Penalty: 5361.444824
	Iteration 32Q: 3 clusters Score -6355295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6355298.500000 Penalty: 5361.444824
	Iteration 33Q: 3 clusters Score -6355298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6355298.500000 Penalty: 5361.444824
	Iteration 34F: 3 clusters Score -6355298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (14478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Entering Unmasked Estep 
Score: -1866397.250000 Penalty: 2375.935547
	Iteration 0F: 2 clusters Score -1866397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1855932.375000 Penalty: 4751.871094
	Iteration 0F: 3 clusters Score -1855932 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1859237.875000 Penalty: 4751.871094
	Iteration 1F: 3 clusters Score -1859238 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1859596.750000 Penalty: 4751.871094
	Iteration 2F: 3 clusters Score -1859597 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1859938.250000 Penalty: 4751.871094
	Iteration 3F: 3 clusters Score -1859938 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1860284.000000 Penalty: 4751.871094
	Iteration 4Q: 3 clusters Score -1860284 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1860638.125000 Penalty: 4751.871094
	Iteration 5Q: 3 clusters Score -1860638 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1861056.125000 Penalty: 4751.871094
	Iteration 6F: 3 clusters Score -1861056 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1861495.500000 Penalty: 4751.871094
	Iteration 7F: 3 clusters Score -1861496 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1861948.000000 Penalty: 4751.871094
	Iteration 8F: 3 clusters Score -1861948 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1862380.500000 Penalty: 4751.871094
	Iteration 9Q: 3 clusters Score -1862380 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1862812.125000 Penalty: 4751.871094
	Iteration 10Q: 3 clusters Score -1862812 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1863132.750000 Penalty: 4751.871094
	Iteration 11Q: 3 clusters Score -1863133 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1863398.625000 Penalty: 4751.871094
	Iteration 12Q: 3 clusters Score -1863399 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1863572.750000 Penalty: 4751.871094
	Iteration 13Q: 3 clusters Score -1863573 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1863708.250000 Penalty: 4751.871094
	Iteration 14Q: 3 clusters Score -1863708 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1863806.500000 Penalty: 4751.871094
	Iteration 15Q: 3 clusters Score -1863806 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1863894.250000 Penalty: 4751.871094
	Iteration 16Q: 3 clusters Score -1863894 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1863970.625000 Penalty: 4751.871094
	Iteration 17Q: 3 clusters Score -1863971 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1864031.500000 Penalty: 4751.871094
	Iteration 18Q: 3 clusters Score -1864032 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1864092.875000 Penalty: 4751.871094
	Iteration 19Q: 3 clusters Score -1864093 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1864132.625000 Penalty: 4751.871094
	Iteration 20F: 3 clusters Score -1864133 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1864172.375000 Penalty: 4751.871094
	Iteration 21Q: 3 clusters Score -1864172 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1864205.125000 Penalty: 4751.871094
	Iteration 22Q: 3 clusters Score -1864205 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1864234.625000 Penalty: 4751.871094
	Iteration 23Q: 3 clusters Score -1864235 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1864257.375000 Penalty: 4751.871094
	Iteration 24Q: 3 clusters Score -1864257 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1864280.500000 Penalty: 4751.871094
	Iteration 25Q: 3 clusters Score -1864280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1864297.125000 Penalty: 4751.871094
	Iteration 26Q: 3 clusters Score -1864297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1864315.125000 Penalty: 4751.871094
	Iteration 27Q: 3 clusters Score -1864315 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1864330.875000 Penalty: 4751.871094
	Iteration 28Q: 3 clusters Score -1864331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1864348.875000 Penalty: 4751.871094
	Iteration 29Q: 3 clusters Score -1864349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1864361.125000 Penalty: 4751.871094
	Iteration 30Q: 3 clusters Score -1864361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1864371.125000 Penalty: 4751.871094
	Iteration 31Q: 3 clusters Score -1864371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1864380.250000 Penalty: 4751.871094
	Iteration 32Q: 3 clusters Score -1864380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1864387.875000 Penalty: 4751.871094
	Iteration 33Q: 3 clusters Score -1864388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1864389.000000 Penalty: 4751.871094
	Iteration 34Q: 3 clusters Score -1864389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1864394.375000 Penalty: 4751.871094
	Iteration 35Q: 3 clusters Score -1864394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1864397.875000 Penalty: 4751.871094
	Iteration 36Q: 3 clusters Score -1864398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1864401.000000 Penalty: 4751.871094
	Iteration 37Q: 3 clusters Score -1864401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1864402.875000 Penalty: 4751.871094
	Iteration 38Q: 3 clusters Score -1864403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1864405.125000 Penalty: 4751.871094
	Iteration 39Q: 3 clusters Score -1864405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1864405.250000 Penalty: 4751.871094
	Iteration 40F: 3 clusters Score -1864405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1864408.000000 Penalty: 4751.871094
	Iteration 41Q: 3 clusters Score -1864408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1864406.375000 Penalty: 4751.871094
	Iteration 42Q: 3 clusters Score -1864406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1864406.000000 Penalty: 4751.871094
	Iteration 43Q: 3 clusters Score -1864406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1864406.000000 Penalty: 4751.871094
	Iteration 44Q: 3 clusters Score -1864406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1864406.000000 Penalty: 4751.871094
	Iteration 45F: 3 clusters Score -1864406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -358506.718750 Penalty: 1962.825195
	Iteration 0F: 2 clusters Score -358506.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -355408.687500 Penalty: 3925.650391
	Iteration 0F: 3 clusters Score -355408.7 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -355980.093750 Penalty: 3925.650391
	Iteration 1F: 3 clusters Score -355980.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -356109.093750 Penalty: 3925.650391
	Iteration 2F: 3 clusters Score -356109.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -356189.687500 Penalty: 3925.650391
	Iteration 3Q: 3 clusters Score -356189.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -356237.062500 Penalty: 3925.650391
	Iteration 4Q: 3 clusters Score -356237.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -356275.218750 Penalty: 3925.650391
	Iteration 5Q: 3 clusters Score -356275.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -356320.187500 Penalty: 3925.650391
	Iteration 6Q: 3 clusters Score -356320.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -356353.906250 Penalty: 3925.650391
	Iteration 7Q: 3 clusters Score -356353.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -356374.031250 Penalty: 3925.650391
	Iteration 8Q: 3 clusters Score -356374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -356385.000000 Penalty: 3925.650391
	Iteration 9Q: 3 clusters Score -356385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -356388.281250 Penalty: 3925.650391
	Iteration 10Q: 3 clusters Score -356388.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -356390.031250 Penalty: 3925.650391
	Iteration 11Q: 3 clusters Score -356390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -356392.781250 Penalty: 3925.650391
	Iteration 12Q: 3 clusters Score -356392.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -356398.500000 Penalty: 3925.650391
	Iteration 13Q: 3 clusters Score -356398.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -356402.062500 Penalty: 3925.650391
	Iteration 14Q: 3 clusters Score -356402.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -356403.187500 Penalty: 3925.650391
	Iteration 15Q: 3 clusters Score -356403.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -356404.218750 Penalty: 3925.650391
	Iteration 16Q: 3 clusters Score -356404.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -356405.562500 Penalty: 3925.650391
	Iteration 17Q: 3 clusters Score -356405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -356406.906250 Penalty: 3925.650391
	Iteration 18Q: 3 clusters Score -356406.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -356408.437500 Penalty: 3925.650391
	Iteration 19Q: 3 clusters Score -356408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -356409.250000 Penalty: 3925.650391
	Iteration 20F: 3 clusters Score -356409.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Entering Unmasked Estep 
Score: -1556190.750000 Penalty: 2334.958984
	Iteration 0F: 2 clusters Score -1556191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1547131.750000 Penalty: 4669.917969
	Iteration 0F: 3 clusters Score -1547132 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1549969.750000 Penalty: 4669.917969
	Iteration 1F: 3 clusters Score -1549970 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1550410.000000 Penalty: 4669.917969
	Iteration 2F: 3 clusters Score -1550410 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1550834.000000 Penalty: 4669.917969
	Iteration 3F: 3 clusters Score -1550834 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1551287.500000 Penalty: 4669.917969
	Iteration 4F: 3 clusters Score -1551288 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1551746.625000 Penalty: 4669.917969
	Iteration 5F: 3 clusters Score -1551747 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1552210.000000 Penalty: 4669.917969
	Iteration 6F: 3 clusters Score -1552210 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1552562.875000 Penalty: 4669.917969
	Iteration 7Q: 3 clusters Score -1552563 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1552852.375000 Penalty: 4669.917969
	Iteration 8Q: 3 clusters Score -1552852 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1553054.125000 Penalty: 4669.917969
	Iteration 9Q: 3 clusters Score -1553054 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1553197.875000 Penalty: 4669.917969
	Iteration 10Q: 3 clusters Score -1553198 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1553280.375000 Penalty: 4669.917969
	Iteration 11Q: 3 clusters Score -1553280 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1553322.750000 Penalty: 4669.917969
	Iteration 12Q: 3 clusters Score -1553323 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1553354.000000 Penalty: 4669.917969
	Iteration 13Q: 3 clusters Score -1553354 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1553378.000000 Penalty: 4669.917969
	Iteration 14Q: 3 clusters Score -1553378 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1553393.125000 Penalty: 4669.917969
	Iteration 15Q: 3 clusters Score -1553393 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1553398.750000 Penalty: 4669.917969
	Iteration 16Q: 3 clusters Score -1553399 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1553410.750000 Penalty: 4669.917969
	Iteration 17Q: 3 clusters Score -1553411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1553418.625000 Penalty: 4669.917969
	Iteration 18Q: 3 clusters Score -1553419 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1553429.875000 Penalty: 4669.917969
	Iteration 19Q: 3 clusters Score -1553430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1553436.750000 Penalty: 4669.917969
	Iteration 20F: 3 clusters Score -1553437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1553434.750000 Penalty: 4669.917969
	Iteration 21Q: 3 clusters Score -1553435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1553437.500000 Penalty: 4669.917969
	Iteration 22Q: 3 clusters Score -1553438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1553441.500000 Penalty: 4669.917969
	Iteration 23Q: 3 clusters Score -1553442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1553444.000000 Penalty: 4669.917969
	Iteration 24Q: 3 clusters Score -1553444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1553441.750000 Penalty: 4669.917969
	Iteration 25Q: 3 clusters Score -1553442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1553442.000000 Penalty: 4669.917969
	Iteration 26Q: 3 clusters Score -1553442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1553441.750000 Penalty: 4669.917969
	Iteration 27Q: 3 clusters Score -1553442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1553442.500000 Penalty: 4669.917969
	Iteration 28Q: 3 clusters Score -1553442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1553443.875000 Penalty: 4669.917969
	Iteration 29Q: 3 clusters Score -1553444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1553446.375000 Penalty: 4669.917969
	Iteration 30Q: 3 clusters Score -1553446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1553444.750000 Penalty: 4669.917969
	Iteration 31Q: 3 clusters Score -1553445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1553444.625000 Penalty: 4669.917969
	Iteration 32Q: 3 clusters Score -1553445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1553447.000000 Penalty: 4669.917969
	Iteration 33Q: 3 clusters Score -1553447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1553448.125000 Penalty: 4669.917969
	Iteration 34Q: 3 clusters Score -1553448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1553447.125000 Penalty: 4669.917969
	Iteration 35Q: 3 clusters Score -1553447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1553448.250000 Penalty: 4669.917969
	Iteration 36Q: 3 clusters Score -1553448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1553448.625000 Penalty: 4669.917969
	Iteration 37Q: 3 clusters Score -1553449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1553451.375000 Penalty: 4669.917969
	Iteration 38Q: 3 clusters Score -1553451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1553449.625000 Penalty: 4669.917969
	Iteration 39Q: 3 clusters Score -1553450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1553451.750000 Penalty: 4669.917969
	Iteration 40F: 3 clusters Score -1553452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1553450.375000 Penalty: 4669.917969
	Iteration 41Q: 3 clusters Score -1553450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1553452.000000 Penalty: 4669.917969
	Iteration 42Q: 3 clusters Score -1553452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1553451.750000 Penalty: 4669.917969
	Iteration 43Q: 3 clusters Score -1553452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1553452.500000 Penalty: 4669.917969
	Iteration 44Q: 3 clusters Score -1553452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1553452.500000 Penalty: 4669.917969
	Iteration 45F: 3 clusters Score -1553452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -251622.156250 Penalty: 1897.005615
	Iteration 0F: 2 clusters Score -251622.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -248956.703125 Penalty: 3794.011230
	Iteration 0F: 3 clusters Score -248956.7 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -249500.125000 Penalty: 3794.011230
	Iteration 1F: 3 clusters Score -249500.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -249651.781250 Penalty: 3794.011230
	Iteration 2F: 3 clusters Score -249651.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -249749.437500 Penalty: 3794.011230
	Iteration 3F: 3 clusters Score -249749.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -249813.859375 Penalty: 3794.011230
	Iteration 4Q: 3 clusters Score -249813.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -249871.421875 Penalty: 3794.011230
	Iteration 5Q: 3 clusters Score -249871.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -249913.468750 Penalty: 3794.011230
	Iteration 6Q: 3 clusters Score -249913.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -249958.109375 Penalty: 3794.011230
	Iteration 7Q: 3 clusters Score -249958.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -250001.609375 Penalty: 3794.011230
	Iteration 8Q: 3 clusters Score -250001.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -250042.859375 Penalty: 3794.011230
	Iteration 9Q: 3 clusters Score -250042.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -250075.265625 Penalty: 3794.011230
	Iteration 10Q: 3 clusters Score -250075.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -250103.156250 Penalty: 3794.011230
	Iteration 11Q: 3 clusters Score -250103.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -250127.593750 Penalty: 3794.011230
	Iteration 12Q: 3 clusters Score -250127.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -250147.718750 Penalty: 3794.011230
	Iteration 13Q: 3 clusters Score -250147.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -250163.562500 Penalty: 3794.011230
	Iteration 14Q: 3 clusters Score -250163.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -250177.265625 Penalty: 3794.011230
	Iteration 15Q: 3 clusters Score -250177.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -250188.812500 Penalty: 3794.011230
	Iteration 16Q: 3 clusters Score -250188.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -250204.859375 Penalty: 3794.011230
	Iteration 17Q: 3 clusters Score -250204.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -250227.171875 Penalty: 3794.011230
	Iteration 18Q: 3 clusters Score -250227.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -250249.062500 Penalty: 3794.011230
	Iteration 19Q: 3 clusters Score -250249.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -250268.625000 Penalty: 3794.011230
	Iteration 20F: 3 clusters Score -250268.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -250285.046875 Penalty: 3794.011230
	Iteration 21Q: 3 clusters Score -250285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -250297.968750 Penalty: 3794.011230
	Iteration 22Q: 3 clusters Score -250298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -250310.328125 Penalty: 3794.011230
	Iteration 23Q: 3 clusters Score -250310.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -250322.000000 Penalty: 3794.011230
	Iteration 24Q: 3 clusters Score -250322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -250330.125000 Penalty: 3794.011230
	Iteration 25Q: 3 clusters Score -250330.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -250342.437500 Penalty: 3794.011230
	Iteration 26Q: 3 clusters Score -250342.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -250355.281250 Penalty: 3794.011230
	Iteration 27Q: 3 clusters Score -250355.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -250363.640625 Penalty: 3794.011230
	Iteration 28Q: 3 clusters Score -250363.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -250369.875000 Penalty: 3794.011230
	Iteration 29Q: 3 clusters Score -250369.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -250374.250000 Penalty: 3794.011230
	Iteration 30Q: 3 clusters Score -250374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -250381.109375 Penalty: 3794.011230
	Iteration 31Q: 3 clusters Score -250381.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -250385.312500 Penalty: 3794.011230
	Iteration 32Q: 3 clusters Score -250385.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -250387.546875 Penalty: 3794.011230
	Iteration 33Q: 3 clusters Score -250387.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -250388.625000 Penalty: 3794.011230
	Iteration 34Q: 3 clusters Score -250388.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -250390.609375 Penalty: 3794.011230
	Iteration 35Q: 3 clusters Score -250390.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -250393.828125 Penalty: 3794.011230
	Iteration 36Q: 3 clusters Score -250393.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -250396.156250 Penalty: 3794.011230
	Iteration 37Q: 3 clusters Score -250396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -250400.781250 Penalty: 3794.011230
	Iteration 38Q: 3 clusters Score -250400.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -250403.375000 Penalty: 3794.011230
	Iteration 39Q: 3 clusters Score -250403.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -250404.203125 Penalty: 3794.011230
	Iteration 40F: 3 clusters Score -250404.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -39899.171875 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -39899.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38634.988281 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -38634.99 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39067.566406 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -39067.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39312.812500 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -39312.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39390.714844 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -39390.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39419.417969 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -39419.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39427.066406 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -39427.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39433.460938 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -39433.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39433.460938 Penalty: 3001.836182
	Iteration 7F: 3 clusters Score -39433.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -62760.898438 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -62760.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61287.171875 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -61287.17 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61525.171875 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -61525.17 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61614.984375 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -61614.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -61698.984375 Penalty: 3114.146729
	Iteration 3Q: 3 clusters Score -61698.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -61752.320312 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -61752.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -61771.320312 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -61771.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -61791.792969 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -61791.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -61815.339844 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -61815.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -61833.199219 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -61833.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -61847.851562 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -61847.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -61857.175781 Penalty: 3114.146729
	Iteration 10Q: 3 clusters Score -61857.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -61865.531250 Penalty: 3114.146729
	Iteration 11Q: 3 clusters Score -61865.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -61865.531250 Penalty: 3114.146729
	Iteration 12F: 3 clusters Score -61865.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (142384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142384 members 
Entering Unmasked Estep 
Score: -18334378.000000 Penalty: 2942.838135
	Iteration 0F: 2 clusters Score -1.833438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71182 members 
Mstep: Class 2 contains 71202 members 
Entering Unmasked Estep 
Score: -18240436.000000 Penalty: 5885.676270
	Iteration 0F: 3 clusters Score -1.824044e+07 nChanged 67831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 71139 members 
Entering Unmasked Estep 
Score: -18278856.000000 Penalty: 5885.676270
	Iteration 1F: 3 clusters Score -1.827886e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71210 members 
Mstep: Class 2 contains 71174 members 
Entering Unmasked Estep 
Score: -18279520.000000 Penalty: 5885.676270
	Iteration 2Q: 3 clusters Score -1.827952e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71023 members 
Mstep: Class 2 contains 71361 members 
Entering Unmasked Estep 
Score: -18280236.000000 Penalty: 5885.676270
	Iteration 3Q: 3 clusters Score -1.828024e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70743 members 
Mstep: Class 2 contains 71641 members 
Entering Unmasked Estep 
Score: -18281066.000000 Penalty: 5885.676270
	Iteration 4Q: 3 clusters Score -1.828107e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70248 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -18281952.000000 Penalty: 5885.676270
	Iteration 5Q: 3 clusters Score -1.828195e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69474 members 
Mstep: Class 2 contains 72910 members 
Entering Unmasked Estep 
Score: -18283348.000000 Penalty: 5885.676270
	Iteration 6Q: 3 clusters Score -1.828335e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 74162 members 
Entering Unmasked Estep 
Score: -18284832.000000 Penalty: 5885.676270
	Iteration 7Q: 3 clusters Score -1.828483e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66226 members 
Mstep: Class 2 contains 76158 members 
Entering Unmasked Estep 
Score: -18286928.000000 Penalty: 5885.676270
	Iteration 8Q: 3 clusters Score -1.828693e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63363 members 
Mstep: Class 2 contains 79021 members 
Entering Unmasked Estep 
Score: -18289452.000000 Penalty: 5885.676270
	Iteration 9Q: 3 clusters Score -1.828945e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 82881 members 
Entering Unmasked Estep 
Score: -18292658.000000 Penalty: 5885.676270
	Iteration 10Q: 3 clusters Score -1.829266e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 87751 members 
Entering Unmasked Estep 
Score: -18296722.000000 Penalty: 5885.676270
	Iteration 11F: 3 clusters Score -1.829672e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 93432 members 
Entering Unmasked Estep 
Score: -18301566.000000 Penalty: 5885.676270
	Iteration 12F: 3 clusters Score -1.830157e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 99150 members 
Entering Unmasked Estep 
Score: -18307230.000000 Penalty: 5885.676270
	Iteration 13F: 3 clusters Score -1.830723e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 104333 members 
Entering Unmasked Estep 
Score: -18312168.000000 Penalty: 5885.676270
	Iteration 14Q: 3 clusters Score -1.831217e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 108644 members 
Entering Unmasked Estep 
Score: -18315628.000000 Penalty: 5885.676270
	Iteration 15Q: 3 clusters Score -1.831563e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 112603 members 
Entering Unmasked Estep 
Score: -18318016.000000 Penalty: 5885.676270
	Iteration 16Q: 3 clusters Score -1.831802e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 116343 members 
Entering Unmasked Estep 
Score: -18320000.000000 Penalty: 5885.676270
	Iteration 17Q: 3 clusters Score -1.832e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 119964 members 
Entering Unmasked Estep 
Score: -18321884.000000 Penalty: 5885.676270
	Iteration 18Q: 3 clusters Score -1.832188e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 123432 members 
Entering Unmasked Estep 
Score: -18323816.000000 Penalty: 5885.676270
	Iteration 19Q: 3 clusters Score -1.832382e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 126531 members 
Entering Unmasked Estep 
Score: -18325846.000000 Penalty: 5885.676270
	Iteration 20F: 3 clusters Score -1.832585e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 129195 members 
Entering Unmasked Estep 
Score: -18327586.000000 Penalty: 5885.676270
	Iteration 21Q: 3 clusters Score -1.832759e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 131423 members 
Entering Unmasked Estep 
Score: -18329066.000000 Penalty: 5885.676270
	Iteration 22Q: 3 clusters Score -1.832907e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 133105 members 
Entering Unmasked Estep 
Score: -18330150.000000 Penalty: 5885.676270
	Iteration 23Q: 3 clusters Score -1.833015e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 134371 members 
Entering Unmasked Estep 
Score: -18331038.000000 Penalty: 5885.676270
	Iteration 24Q: 3 clusters Score -1.833104e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 135318 members 
Entering Unmasked Estep 
Score: -18331540.000000 Penalty: 5885.676270
	Iteration 25Q: 3 clusters Score -1.833154e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 136052 members 
Entering Unmasked Estep 
Score: -18331906.000000 Penalty: 5885.676270
	Iteration 26Q: 3 clusters Score -1.833191e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 136636 members 
Entering Unmasked Estep 
Score: -18332098.000000 Penalty: 5885.676270
	Iteration 27Q: 3 clusters Score -1.83321e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 137126 members 
Entering Unmasked Estep 
Score: -18332232.000000 Penalty: 5885.676270
	Iteration 28Q: 3 clusters Score -1.833223e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 137523 members 
Entering Unmasked Estep 
Score: -18332416.000000 Penalty: 5885.676270
	Iteration 29Q: 3 clusters Score -1.833242e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 137868 members 
Entering Unmasked Estep 
Score: -18332492.000000 Penalty: 5885.676270
	Iteration 30Q: 3 clusters Score -1.833249e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 138159 members 
Entering Unmasked Estep 
Score: -18332530.000000 Penalty: 5885.676270
	Iteration 31Q: 3 clusters Score -1.833253e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 138418 members 
Entering Unmasked Estep 
Score: -18332612.000000 Penalty: 5885.676270
	Iteration 32Q: 3 clusters Score -1.833261e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 138599 members 
Entering Unmasked Estep 
Score: -18332630.000000 Penalty: 5885.676270
	Iteration 33Q: 3 clusters Score -1.833263e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 138749 members 
Entering Unmasked Estep 
Score: -18332642.000000 Penalty: 5885.676270
	Iteration 34Q: 3 clusters Score -1.833264e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 138859 members 
Entering Unmasked Estep 
Score: -18332626.000000 Penalty: 5885.676270
	Iteration 35Q: 3 clusters Score -1.833263e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 138956 members 
Entering Unmasked Estep 
Score: -18332666.000000 Penalty: 5885.676270
	Iteration 36Q: 3 clusters Score -1.833267e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 139034 members 
Entering Unmasked Estep 
Score: -18332648.000000 Penalty: 5885.676270
	Iteration 37Q: 3 clusters Score -1.833265e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 139108 members 
Entering Unmasked Estep 
Score: -18332674.000000 Penalty: 5885.676270
	Iteration 38Q: 3 clusters Score -1.833267e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 139164 members 
Entering Unmasked Estep 
Score: -18332698.000000 Penalty: 5885.676270
	Iteration 39Q: 3 clusters Score -1.83327e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 139214 members 
Entering Unmasked Estep 
Score: -18332732.000000 Penalty: 5885.676270
	Iteration 40F: 3 clusters Score -1.833273e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 139260 members 
Entering Unmasked Estep 
Score: -18332742.000000 Penalty: 5885.676270
	Iteration 41Q: 3 clusters Score -1.833274e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 139306 members 
Entering Unmasked Estep 
Score: -18332742.000000 Penalty: 5885.676270
	Iteration 42Q: 3 clusters Score -1.833274e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 139354 members 
Entering Unmasked Estep 
Score: -18332730.000000 Penalty: 5885.676270
	Iteration 43Q: 3 clusters Score -1.833273e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 139399 members 
Entering Unmasked Estep 
Score: -18332746.000000 Penalty: 5885.676270
	Iteration 44Q: 3 clusters Score -1.833275e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 139435 members 
Entering Unmasked Estep 
Score: -18332758.000000 Penalty: 5885.676270
	Iteration 45Q: 3 clusters Score -1.833276e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 139460 members 
Entering Unmasked Estep 
Score: -18332748.000000 Penalty: 5885.676270
	Iteration 46Q: 3 clusters Score -1.833275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 139477 members 
Entering Unmasked Estep 
Score: -18332744.000000 Penalty: 5885.676270
	Iteration 47Q: 3 clusters Score -1.833274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 139488 members 
Entering Unmasked Estep 
Score: -18332754.000000 Penalty: 5885.676270
	Iteration 48Q: 3 clusters Score -1.833275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 139502 members 
Entering Unmasked Estep 
Score: -18332772.000000 Penalty: 5885.676270
	Iteration 49Q: 3 clusters Score -1.833277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 139513 members 
Entering Unmasked Estep 
Score: -18332758.000000 Penalty: 5885.676270
	Iteration 50Q: 3 clusters Score -1.833276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 139528 members 
Entering Unmasked Estep 
Score: -18332756.000000 Penalty: 5885.676270
	Iteration 51Q: 3 clusters Score -1.833276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 139544 members 
Entering Unmasked Estep 
Score: -18332748.000000 Penalty: 5885.676270
	Iteration 52Q: 3 clusters Score -1.833275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 139557 members 
Entering Unmasked Estep 
Score: -18332760.000000 Penalty: 5885.676270
	Iteration 53Q: 3 clusters Score -1.833276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 139565 members 
Entering Unmasked Estep 
Score: -18332752.000000 Penalty: 5885.676270
	Iteration 54Q: 3 clusters Score -1.833275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 139575 members 
Entering Unmasked Estep 
Score: -18332756.000000 Penalty: 5885.676270
	Iteration 55Q: 3 clusters Score -1.833276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 139587 members 
Entering Unmasked Estep 
Score: -18332760.000000 Penalty: 5885.676270
	Iteration 56Q: 3 clusters Score -1.833276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 139602 members 
Entering Unmasked Estep 
Score: -18332764.000000 Penalty: 5885.676270
	Iteration 57Q: 3 clusters Score -1.833276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 139621 members 
Entering Unmasked Estep 
Score: -18332748.000000 Penalty: 5885.676270
	Iteration 58Q: 3 clusters Score -1.833275e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 139642 members 
Entering Unmasked Estep 
Score: -18332768.000000 Penalty: 5885.676270
	Iteration 59Q: 3 clusters Score -1.833277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 139662 members 
Entering Unmasked Estep 
Score: -18332752.000000 Penalty: 5885.676270
	Iteration 60F: 3 clusters Score -1.833275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 139677 members 
Entering Unmasked Estep 
Score: -18332774.000000 Penalty: 5885.676270
	Iteration 61Q: 3 clusters Score -1.833277e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 139694 members 
Entering Unmasked Estep 
Score: -18332788.000000 Penalty: 5885.676270
	Iteration 62Q: 3 clusters Score -1.833279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 139707 members 
Entering Unmasked Estep 
Score: -18332790.000000 Penalty: 5885.676270
	Iteration 63Q: 3 clusters Score -1.833279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 139723 members 
Entering Unmasked Estep 
Score: -18332782.000000 Penalty: 5885.676270
	Iteration 64Q: 3 clusters Score -1.833278e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 139741 members 
Entering Unmasked Estep 
Score: -18332774.000000 Penalty: 5885.676270
	Iteration 65Q: 3 clusters Score -1.833277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 139753 members 
Entering Unmasked Estep 
Score: -18332776.000000 Penalty: 5885.676270
	Iteration 66Q: 3 clusters Score -1.833278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 139758 members 
Entering Unmasked Estep 
Score: -18332766.000000 Penalty: 5885.676270
	Iteration 67Q: 3 clusters Score -1.833277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 139761 members 
Entering Unmasked Estep 
Score: -18332758.000000 Penalty: 5885.676270
	Iteration 68Q: 3 clusters Score -1.833276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 139766 members 
Entering Unmasked Estep 
Score: -18332758.000000 Penalty: 5885.676270
	Iteration 69Q: 3 clusters Score -1.833276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 139771 members 
Entering Unmasked Estep 
Score: -18332756.000000 Penalty: 5885.676270
	Iteration 70Q: 3 clusters Score -1.833276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 139775 members 
Entering Unmasked Estep 
Score: -18332758.000000 Penalty: 5885.676270
	Iteration 71Q: 3 clusters Score -1.833276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 139778 members 
Entering Unmasked Estep 
Score: -18332762.000000 Penalty: 5885.676270
	Iteration 72Q: 3 clusters Score -1.833276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 139781 members 
Entering Unmasked Estep 
Score: -18332770.000000 Penalty: 5885.676270
	Iteration 73Q: 3 clusters Score -1.833277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 139784 members 
Entering Unmasked Estep 
Score: -18332772.000000 Penalty: 5885.676270
	Iteration 74Q: 3 clusters Score -1.833277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 139787 members 
Entering Unmasked Estep 
Score: -18332776.000000 Penalty: 5885.676270
	Iteration 75Q: 3 clusters Score -1.833278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 139789 members 
Entering Unmasked Estep 
Score: -18332770.000000 Penalty: 5885.676270
	Iteration 76Q: 3 clusters Score -1.833277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 139791 members 
Entering Unmasked Estep 
Score: -18332768.000000 Penalty: 5885.676270
	Iteration 77Q: 3 clusters Score -1.833277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 139792 members 
Entering Unmasked Estep 
Score: -18332764.000000 Penalty: 5885.676270
	Iteration 78Q: 3 clusters Score -1.833276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 139792 members 
Entering Unmasked Estep 
Score: -18332764.000000 Penalty: 5885.676270
	Iteration 79F: 3 clusters Score -1.833276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -97217.609375 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -97217.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -95392.500000 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -95392.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -95710.882812 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -95710.88 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95833.578125 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -95833.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95912.156250 Penalty: 3365.090820
	Iteration 3Q: 3 clusters Score -95912.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95979.171875 Penalty: 3365.090820
	Iteration 4Q: 3 clusters Score -95979.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -96011.007812 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -96011.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96043.671875 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -96043.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -96060.898438 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -96060.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -96075.171875 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -96075.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -96082.812500 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -96082.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -96096.734375 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -96096.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -96109.500000 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -96109.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -96128.234375 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -96128.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -96148.921875 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -96148.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -96169.960938 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -96169.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -96211.710938 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -96211.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -96247.382812 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -96247.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -96281.695312 Penalty: 3365.090820
	Iteration 17Q: 3 clusters Score -96281.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -96362.140625 Penalty: 3365.090820
	Iteration 18Q: 3 clusters Score -96362.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -96420.695312 Penalty: 3365.090820
	Iteration 19Q: 3 clusters Score -96420.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -96436.984375 Penalty: 3365.090820
	Iteration 20F: 3 clusters Score -96436.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -96452.312500 Penalty: 3365.090820
	Iteration 21Q: 3 clusters Score -96452.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96467.304688 Penalty: 3365.090820
	Iteration 22Q: 3 clusters Score -96467.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -96475.992188 Penalty: 3365.090820
	Iteration 23Q: 3 clusters Score -96475.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -96477.898438 Penalty: 3365.090820
	Iteration 24Q: 3 clusters Score -96477.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -96479.226562 Penalty: 3365.090820
	Iteration 25Q: 3 clusters Score -96479.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -96479.226562 Penalty: 3365.090820
	Iteration 26F: 3 clusters Score -96479.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -76948.054688 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -76948.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75268.359375 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -75268.36 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -75630.882812 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -75630.88 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -75813.343750 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -75813.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -75897.757812 Penalty: 3236.414795
	Iteration 3Q: 3 clusters Score -75897.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -75952.937500 Penalty: 3236.414795
	Iteration 4Q: 3 clusters Score -75952.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -75992.703125 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -75992.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -76023.757812 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -76023.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76035.218750 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -76035.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76042.937500 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -76042.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76051.312500 Penalty: 3236.414795
	Iteration 9Q: 3 clusters Score -76051.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76056.953125 Penalty: 3236.414795
	Iteration 10Q: 3 clusters Score -76056.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76057.882812 Penalty: 3236.414795
	Iteration 11Q: 3 clusters Score -76057.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76061.273438 Penalty: 3236.414795
	Iteration 12Q: 3 clusters Score -76061.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76066.234375 Penalty: 3236.414795
	Iteration 13Q: 3 clusters Score -76066.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76073.460938 Penalty: 3236.414795
	Iteration 14Q: 3 clusters Score -76073.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -76074.593750 Penalty: 3236.414795
	Iteration 15Q: 3 clusters Score -76074.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -76074.593750 Penalty: 3236.414795
	Iteration 16F: 3 clusters Score -76074.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -50287.183594 Penalty: 1520.544189
	Iteration 0F: 2 clusters Score -50287.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48870.437500 Penalty: 3041.088379
	Iteration 0F: 3 clusters Score -48870.44 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49162.796875 Penalty: 3041.088379
	Iteration 1F: 3 clusters Score -49162.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49330.945312 Penalty: 3041.088379
	Iteration 2Q: 3 clusters Score -49330.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49396.750000 Penalty: 3041.088379
	Iteration 3F: 3 clusters Score -49396.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49442.300781 Penalty: 3041.088379
	Iteration 4Q: 3 clusters Score -49442.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -49457.597656 Penalty: 3041.088379
	Iteration 5Q: 3 clusters Score -49457.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49479.687500 Penalty: 3041.088379
	Iteration 6Q: 3 clusters Score -49479.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -49483.898438 Penalty: 3041.088379
	Iteration 7Q: 3 clusters Score -49483.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49490.492188 Penalty: 3041.088379
	Iteration 8Q: 3 clusters Score -49490.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -49495.128906 Penalty: 3041.088379
	Iteration 9Q: 3 clusters Score -49495.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -49495.128906 Penalty: 3041.088379
	Iteration 10F: 3 clusters Score -49495.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50650 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22971 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180767 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74831 members 
Mstep: Class 10 contains 87769 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10231 members 
Mstep: Class 13 contains 169515 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23826 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47045 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19973 members 
Mstep: Class 28 contains 8435 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12492 members 
Mstep: Class 34 contains 49482 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142384 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963152.000000 Penalty: 152864.640625
Iteration 199Q: 45 clusters Score -1.509632e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50650 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22971 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180767 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74831 members 
Mstep: Class 10 contains 87769 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10231 members 
Mstep: Class 13 contains 169515 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23826 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47045 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19973 members 
Mstep: Class 28 contains 8435 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12492 members 
Mstep: Class 34 contains 49482 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142384 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963184.000000 Penalty: 152864.640625
Iteration 200F: 45 clusters Score -1.509632e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50650 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22971 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180767 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74831 members 
Mstep: Class 10 contains 87769 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10231 members 
Mstep: Class 13 contains 169515 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23826 members 
Mstep: Class 19 contains 407 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47045 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19973 members 
Mstep: Class 28 contains 8435 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12492 members 
Mstep: Class 34 contains 49482 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142384 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963232.000000 Penalty: 152864.640625
Iteration 201Q: 45 clusters Score -1.509632e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50650 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22971 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180767 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74831 members 
Mstep: Class 10 contains 87769 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10231 members 
Mstep: Class 13 contains 169515 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23826 members 
Mstep: Class 19 contains 410 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47045 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19973 members 
Mstep: Class 28 contains 8435 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 306 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12492 members 
Mstep: Class 34 contains 49482 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142384 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963216.000000 Penalty: 152864.640625
Iteration 202Q: 45 clusters Score -1.509632e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50650 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22971 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180767 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74831 members 
Mstep: Class 10 contains 87769 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10231 members 
Mstep: Class 13 contains 169515 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23826 members 
Mstep: Class 19 contains 411 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47045 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19973 members 
Mstep: Class 28 contains 8435 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 305 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12492 members 
Mstep: Class 34 contains 49482 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142384 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963248.000000 Penalty: 152864.640625
Iteration 203Q: 45 clusters Score -1.509632e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50650 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22971 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180767 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74831 members 
Mstep: Class 10 contains 87769 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10231 members 
Mstep: Class 13 contains 169515 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23826 members 
Mstep: Class 19 contains 412 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47045 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19973 members 
Mstep: Class 28 contains 8435 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 304 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12492 members 
Mstep: Class 34 contains 49482 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142384 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963232.000000 Penalty: 152864.640625
Iteration 204Q: 45 clusters Score -1.509632e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50650 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22971 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180767 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74831 members 
Mstep: Class 10 contains 87769 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10231 members 
Mstep: Class 13 contains 169515 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23826 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47045 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19973 members 
Mstep: Class 28 contains 8435 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 303 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12492 members 
Mstep: Class 34 contains 49482 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142384 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963200.000000 Penalty: 152864.640625
Iteration 205Q: 45 clusters Score -1.509632e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50650 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22971 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180767 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74831 members 
Mstep: Class 10 contains 87769 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10231 members 
Mstep: Class 13 contains 169515 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23826 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47045 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19973 members 
Mstep: Class 28 contains 8435 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 303 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12492 members 
Mstep: Class 34 contains 49482 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142384 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963200.000000 Penalty: 152864.640625
Iteration 206F: 45 clusters Score -1.509632e+08 nChanged 0
Entering ConstructFrom: 
Score: -150963200.000000 Penalty: 152864.640625
Entering ConstructFrom: 
Trying to split cluster 1 (4056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Entering Unmasked Estep 
Score: -470295.718750 Penalty: 2060.372314
	Iteration 0F: 2 clusters Score -470295.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -466370.093750 Penalty: 4120.744629
	Iteration 0F: 3 clusters Score -466370.1 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -467377.718750 Penalty: 4120.744629
	Iteration 1F: 3 clusters Score -467377.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -467704.312500 Penalty: 4120.744629
	Iteration 2F: 3 clusters Score -467704.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -467982.656250 Penalty: 4120.744629
	Iteration 3F: 3 clusters Score -467982.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -468219.812500 Penalty: 4120.744629
	Iteration 4F: 3 clusters Score -468219.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -468421.250000 Penalty: 4120.744629
	Iteration 5F: 3 clusters Score -468421.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -468605.500000 Penalty: 4120.744629
	Iteration 6Q: 3 clusters Score -468605.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -468733.093750 Penalty: 4120.744629
	Iteration 7Q: 3 clusters Score -468733.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -468846.406250 Penalty: 4120.744629
	Iteration 8Q: 3 clusters Score -468846.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -468951.218750 Penalty: 4120.744629
	Iteration 9Q: 3 clusters Score -468951.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -469036.093750 Penalty: 4120.744629
	Iteration 10Q: 3 clusters Score -469036.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -469116.218750 Penalty: 4120.744629
	Iteration 11Q: 3 clusters Score -469116.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -469188.593750 Penalty: 4120.744629
	Iteration 12Q: 3 clusters Score -469188.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -469254.156250 Penalty: 4120.744629
	Iteration 13Q: 3 clusters Score -469254.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -469300.875000 Penalty: 4120.744629
	Iteration 14Q: 3 clusters Score -469300.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -469347.125000 Penalty: 4120.744629
	Iteration 15Q: 3 clusters Score -469347.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -469395.343750 Penalty: 4120.744629
	Iteration 16Q: 3 clusters Score -469395.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -469434.812500 Penalty: 4120.744629
	Iteration 17Q: 3 clusters Score -469434.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -469478.031250 Penalty: 4120.744629
	Iteration 18Q: 3 clusters Score -469478 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -469516.312500 Penalty: 4120.744629
	Iteration 19Q: 3 clusters Score -469516.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -469536.593750 Penalty: 4120.744629
	Iteration 20F: 3 clusters Score -469536.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -469551.718750 Penalty: 4120.744629
	Iteration 21Q: 3 clusters Score -469551.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -469562.906250 Penalty: 4120.744629
	Iteration 22Q: 3 clusters Score -469562.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -469569.343750 Penalty: 4120.744629
	Iteration 23Q: 3 clusters Score -469569.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -469573.812500 Penalty: 4120.744629
	Iteration 24Q: 3 clusters Score -469573.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -469576.937500 Penalty: 4120.744629
	Iteration 25Q: 3 clusters Score -469576.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -469578.718750 Penalty: 4120.744629
	Iteration 26Q: 3 clusters Score -469578.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -469578.156250 Penalty: 4120.744629
	Iteration 27Q: 3 clusters Score -469578.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -469578.312500 Penalty: 4120.744629
	Iteration 28Q: 3 clusters Score -469578.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -469579.531250 Penalty: 4120.744629
	Iteration 29Q: 3 clusters Score -469579.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -469579.562500 Penalty: 4120.744629
	Iteration 30Q: 3 clusters Score -469579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -469579.562500 Penalty: 4120.744629
	Iteration 31F: 3 clusters Score -469579.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Entering Unmasked Estep 
Score: -792821.562500 Penalty: 2169.185791
	Iteration 0F: 2 clusters Score -792821.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -787540.562500 Penalty: 4338.371582
	Iteration 0F: 3 clusters Score -787540.6 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -788921.937500 Penalty: 4338.371582
	Iteration 1F: 3 clusters Score -788921.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -789173.812500 Penalty: 4338.371582
	Iteration 2F: 3 clusters Score -789173.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -789303.375000 Penalty: 4338.371582
	Iteration 3Q: 3 clusters Score -789303.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -789411.812500 Penalty: 4338.371582
	Iteration 4Q: 3 clusters Score -789411.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -789514.437500 Penalty: 4338.371582
	Iteration 5Q: 3 clusters Score -789514.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -789630.937500 Penalty: 4338.371582
	Iteration 6Q: 3 clusters Score -789630.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -789754.187500 Penalty: 4338.371582
	Iteration 7Q: 3 clusters Score -789754.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -789890.125000 Penalty: 4338.371582
	Iteration 8Q: 3 clusters Score -789890.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -790032.812500 Penalty: 4338.371582
	Iteration 9Q: 3 clusters Score -790032.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -790178.187500 Penalty: 4338.371582
	Iteration 10Q: 3 clusters Score -790178.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -790313.750000 Penalty: 4338.371582
	Iteration 11Q: 3 clusters Score -790313.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -790419.625000 Penalty: 4338.371582
	Iteration 12Q: 3 clusters Score -790419.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -790495.500000 Penalty: 4338.371582
	Iteration 13Q: 3 clusters Score -790495.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -790554.500000 Penalty: 4338.371582
	Iteration 14Q: 3 clusters Score -790554.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -790599.937500 Penalty: 4338.371582
	Iteration 15Q: 3 clusters Score -790599.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -790639.437500 Penalty: 4338.371582
	Iteration 16Q: 3 clusters Score -790639.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -790684.812500 Penalty: 4338.371582
	Iteration 17Q: 3 clusters Score -790684.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -790733.750000 Penalty: 4338.371582
	Iteration 18Q: 3 clusters Score -790733.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -790783.937500 Penalty: 4338.371582
	Iteration 19Q: 3 clusters Score -790783.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -790826.187500 Penalty: 4338.371582
	Iteration 20F: 3 clusters Score -790826.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -790878.687500 Penalty: 4338.371582
	Iteration 21Q: 3 clusters Score -790878.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -790921.937500 Penalty: 4338.371582
	Iteration 22Q: 3 clusters Score -790921.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -790956.812500 Penalty: 4338.371582
	Iteration 23Q: 3 clusters Score -790956.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -790982.312500 Penalty: 4338.371582
	Iteration 24Q: 3 clusters Score -790982.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -790995.562500 Penalty: 4338.371582
	Iteration 25Q: 3 clusters Score -790995.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -791007.125000 Penalty: 4338.371582
	Iteration 26Q: 3 clusters Score -791007.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -791011.937500 Penalty: 4338.371582
	Iteration 27Q: 3 clusters Score -791011.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -791014.312500 Penalty: 4338.371582
	Iteration 28Q: 3 clusters Score -791014.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -791017.187500 Penalty: 4338.371582
	Iteration 29Q: 3 clusters Score -791017.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -791016.812500 Penalty: 4338.371582
	Iteration 30Q: 3 clusters Score -791016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -791017.687500 Penalty: 4338.371582
	Iteration 31Q: 3 clusters Score -791017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -791017.062500 Penalty: 4338.371582
	Iteration 32Q: 3 clusters Score -791017.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -791017.062500 Penalty: 4338.371582
	Iteration 33F: 3 clusters Score -791017.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Entering Unmasked Estep 
Score: -6521591.500000 Penalty: 2686.508057
	Iteration 0F: 2 clusters Score -6521592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -6487615.000000 Penalty: 5373.016113
	Iteration 0F: 3 clusters Score -6487615 nChanged 23304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -6500350.000000 Penalty: 5373.016113
	Iteration 1F: 3 clusters Score -6500350 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -6501021.500000 Penalty: 5373.016113
	Iteration 2Q: 3 clusters Score -6501022 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -6501716.000000 Penalty: 5373.016113
	Iteration 3Q: 3 clusters Score -6501716 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -6502724.000000 Penalty: 5373.016113
	Iteration 4Q: 3 clusters Score -6502724 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -6504299.500000 Penalty: 5373.016113
	Iteration 5F: 3 clusters Score -6504300 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -6506582.500000 Penalty: 5373.016113
	Iteration 6F: 3 clusters Score -6506582 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -6509744.500000 Penalty: 5373.016113
	Iteration 7F: 3 clusters Score -6509744 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -6513596.000000 Penalty: 5373.016113
	Iteration 8F: 3 clusters Score -6513596 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -6517305.500000 Penalty: 5373.016113
	Iteration 9F: 3 clusters Score -6517306 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -6519243.500000 Penalty: 5373.016113
	Iteration 10Q: 3 clusters Score -6519244 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -6519866.500000 Penalty: 5373.016113
	Iteration 11Q: 3 clusters Score -6519866 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -6520052.000000 Penalty: 5373.016113
	Iteration 12Q: 3 clusters Score -6520052 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -6520134.000000 Penalty: 5373.016113
	Iteration 13Q: 3 clusters Score -6520134 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -6520174.500000 Penalty: 5373.016113
	Iteration 14Q: 3 clusters Score -6520174 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -6520223.000000 Penalty: 5373.016113
	Iteration 15Q: 3 clusters Score -6520223 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -6520256.000000 Penalty: 5373.016113
	Iteration 16Q: 3 clusters Score -6520256 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -6520256.500000 Penalty: 5373.016113
	Iteration 17Q: 3 clusters Score -6520256 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -6520255.000000 Penalty: 5373.016113
	Iteration 18Q: 3 clusters Score -6520255 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -6520256.500000 Penalty: 5373.016113
	Iteration 19Q: 3 clusters Score -6520256 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -6520274.000000 Penalty: 5373.016113
	Iteration 20F: 3 clusters Score -6520274 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -6520288.500000 Penalty: 5373.016113
	Iteration 21Q: 3 clusters Score -6520288 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -6520298.000000 Penalty: 5373.016113
	Iteration 22Q: 3 clusters Score -6520298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -6520307.500000 Penalty: 5373.016113
	Iteration 23Q: 3 clusters Score -6520308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -6520295.500000 Penalty: 5373.016113
	Iteration 24Q: 3 clusters Score -6520296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -6520309.500000 Penalty: 5373.016113
	Iteration 25Q: 3 clusters Score -6520310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -6520297.000000 Penalty: 5373.016113
	Iteration 26Q: 3 clusters Score -6520297 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -6520303.000000 Penalty: 5373.016113
	Iteration 27Q: 3 clusters Score -6520303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -6520299.000000 Penalty: 5373.016113
	Iteration 28Q: 3 clusters Score -6520299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -6520299.000000 Penalty: 5373.016113
	Iteration 29Q: 3 clusters Score -6520299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -6520302.500000 Penalty: 5373.016113
	Iteration 30Q: 3 clusters Score -6520302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -6520295.500000 Penalty: 5373.016113
	Iteration 31Q: 3 clusters Score -6520296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -6520299.000000 Penalty: 5373.016113
	Iteration 32Q: 3 clusters Score -6520299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -6520298.500000 Penalty: 5373.016113
	Iteration 33Q: 3 clusters Score -6520298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -6520305.500000 Penalty: 5373.016113
	Iteration 34Q: 3 clusters Score -6520306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -6520306.000000 Penalty: 5373.016113
	Iteration 35Q: 3 clusters Score -6520306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -6520302.500000 Penalty: 5373.016113
	Iteration 36Q: 3 clusters Score -6520302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -6520318.500000 Penalty: 5373.016113
	Iteration 37Q: 3 clusters Score -6520318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -6520313.000000 Penalty: 5373.016113
	Iteration 38Q: 3 clusters Score -6520313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -6520318.500000 Penalty: 5373.016113
	Iteration 39Q: 3 clusters Score -6520318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -6520319.500000 Penalty: 5373.016113
	Iteration 40F: 3 clusters Score -6520320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -6520317.500000 Penalty: 5373.016113
	Iteration 41Q: 3 clusters Score -6520318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -6520318.500000 Penalty: 5373.016113
	Iteration 42Q: 3 clusters Score -6520318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -6520324.500000 Penalty: 5373.016113
	Iteration 43Q: 3 clusters Score -6520324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -6520319.500000 Penalty: 5373.016113
	Iteration 44Q: 3 clusters Score -6520320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -6520321.000000 Penalty: 5373.016113
	Iteration 45Q: 3 clusters Score -6520321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -6520314.000000 Penalty: 5373.016113
	Iteration 46Q: 3 clusters Score -6520314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -6520314.000000 Penalty: 5373.016113
	Iteration 47Q: 3 clusters Score -6520314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -6520318.500000 Penalty: 5373.016113
	Iteration 48Q: 3 clusters Score -6520318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -6520311.500000 Penalty: 5373.016113
	Iteration 49Q: 3 clusters Score -6520312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -6520313.500000 Penalty: 5373.016113
	Iteration 50Q: 3 clusters Score -6520314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -6520314.000000 Penalty: 5373.016113
	Iteration 51Q: 3 clusters Score -6520314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -6520326.000000 Penalty: 5373.016113
	Iteration 52Q: 3 clusters Score -6520326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -6520326.500000 Penalty: 5373.016113
	Iteration 53Q: 3 clusters Score -6520326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -6520329.500000 Penalty: 5373.016113
	Iteration 54Q: 3 clusters Score -6520330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -6520323.500000 Penalty: 5373.016113
	Iteration 55Q: 3 clusters Score -6520324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -6520331.500000 Penalty: 5373.016113
	Iteration 56Q: 3 clusters Score -6520332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -6520325.000000 Penalty: 5373.016113
	Iteration 57Q: 3 clusters Score -6520325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -6520331.000000 Penalty: 5373.016113
	Iteration 58Q: 3 clusters Score -6520331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -6520335.000000 Penalty: 5373.016113
	Iteration 59Q: 3 clusters Score -6520335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -6520330.000000 Penalty: 5373.016113
	Iteration 60F: 3 clusters Score -6520330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -6520329.000000 Penalty: 5373.016113
	Iteration 61Q: 3 clusters Score -6520329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -6520331.000000 Penalty: 5373.016113
	Iteration 62Q: 3 clusters Score -6520331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -6520322.000000 Penalty: 5373.016113
	Iteration 63Q: 3 clusters Score -6520322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -6520330.000000 Penalty: 5373.016113
	Iteration 64Q: 3 clusters Score -6520330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -6520331.000000 Penalty: 5373.016113
	Iteration 65Q: 3 clusters Score -6520331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -6520331.000000 Penalty: 5373.016113
	Iteration 66F: 3 clusters Score -6520331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Entering Unmasked Estep 
Score: -605931.875000 Penalty: 2103.119873
	Iteration 0F: 2 clusters Score -605931.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -601541.000000 Penalty: 4206.239746
	Iteration 0F: 3 clusters Score -601541 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -602614.437500 Penalty: 4206.239746
	Iteration 1F: 3 clusters Score -602614.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -602890.687500 Penalty: 4206.239746
	Iteration 2F: 3 clusters Score -602890.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -603104.125000 Penalty: 4206.239746
	Iteration 3F: 3 clusters Score -603104.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -603281.062500 Penalty: 4206.239746
	Iteration 4F: 3 clusters Score -603281.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -603408.750000 Penalty: 4206.239746
	Iteration 5Q: 3 clusters Score -603408.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -603500.500000 Penalty: 4206.239746
	Iteration 6Q: 3 clusters Score -603500.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -603573.437500 Penalty: 4206.239746
	Iteration 7Q: 3 clusters Score -603573.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -603639.812500 Penalty: 4206.239746
	Iteration 8Q: 3 clusters Score -603639.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -603682.937500 Penalty: 4206.239746
	Iteration 9Q: 3 clusters Score -603682.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -603711.812500 Penalty: 4206.239746
	Iteration 10Q: 3 clusters Score -603711.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -603739.937500 Penalty: 4206.239746
	Iteration 11Q: 3 clusters Score -603739.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -603763.375000 Penalty: 4206.239746
	Iteration 12Q: 3 clusters Score -603763.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -603787.000000 Penalty: 4206.239746
	Iteration 13Q: 3 clusters Score -603787 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -603803.250000 Penalty: 4206.239746
	Iteration 14Q: 3 clusters Score -603803.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -603820.062500 Penalty: 4206.239746
	Iteration 15Q: 3 clusters Score -603820.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -603838.125000 Penalty: 4206.239746
	Iteration 16Q: 3 clusters Score -603838.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -603855.187500 Penalty: 4206.239746
	Iteration 17Q: 3 clusters Score -603855.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -603864.500000 Penalty: 4206.239746
	Iteration 18Q: 3 clusters Score -603864.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -603875.375000 Penalty: 4206.239746
	Iteration 19Q: 3 clusters Score -603875.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -603881.062500 Penalty: 4206.239746
	Iteration 20F: 3 clusters Score -603881.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -603886.812500 Penalty: 4206.239746
	Iteration 21Q: 3 clusters Score -603886.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -603890.312500 Penalty: 4206.239746
	Iteration 22Q: 3 clusters Score -603890.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -603893.375000 Penalty: 4206.239746
	Iteration 23Q: 3 clusters Score -603893.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -603898.062500 Penalty: 4206.239746
	Iteration 24Q: 3 clusters Score -603898.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -603900.750000 Penalty: 4206.239746
	Iteration 25Q: 3 clusters Score -603900.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -603902.312500 Penalty: 4206.239746
	Iteration 26Q: 3 clusters Score -603902.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -603903.187500 Penalty: 4206.239746
	Iteration 27Q: 3 clusters Score -603903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -603903.062500 Penalty: 4206.239746
	Iteration 28Q: 3 clusters Score -603903.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -603906.062500 Penalty: 4206.239746
	Iteration 29Q: 3 clusters Score -603906.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -603906.812500 Penalty: 4206.239746
	Iteration 30Q: 3 clusters Score -603906.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -603908.062500 Penalty: 4206.239746
	Iteration 31Q: 3 clusters Score -603908.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -603913.312500 Penalty: 4206.239746
	Iteration 32Q: 3 clusters Score -603913.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -603916.125000 Penalty: 4206.239746
	Iteration 33Q: 3 clusters Score -603916.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -603922.312500 Penalty: 4206.239746
	Iteration 34Q: 3 clusters Score -603922.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -603926.000000 Penalty: 4206.239746
	Iteration 35Q: 3 clusters Score -603926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -603928.125000 Penalty: 4206.239746
	Iteration 36Q: 3 clusters Score -603928.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -603931.500000 Penalty: 4206.239746
	Iteration 37Q: 3 clusters Score -603931.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -603933.687500 Penalty: 4206.239746
	Iteration 38Q: 3 clusters Score -603933.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -603935.687500 Penalty: 4206.239746
	Iteration 39Q: 3 clusters Score -603935.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -603938.625000 Penalty: 4206.239746
	Iteration 40F: 3 clusters Score -603938.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -603938.687500 Penalty: 4206.239746
	Iteration 41Q: 3 clusters Score -603938.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -603941.062500 Penalty: 4206.239746
	Iteration 42Q: 3 clusters Score -603941.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -603941.812500 Penalty: 4206.239746
	Iteration 43Q: 3 clusters Score -603941.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -603942.687500 Penalty: 4206.239746
	Iteration 44Q: 3 clusters Score -603942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -603943.500000 Penalty: 4206.239746
	Iteration 45Q: 3 clusters Score -603943.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -603943.500000 Penalty: 4206.239746
	Iteration 46F: 3 clusters Score -603943.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Entering Unmasked Estep 
Score: -3028844.500000 Penalty: 2490.412842
	Iteration 0F: 2 clusters Score -3028844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -3012782.250000 Penalty: 4980.825684
	Iteration 0F: 3 clusters Score -3012782 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -3018233.750000 Penalty: 4980.825684
	Iteration 1F: 3 clusters Score -3018234 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3018611.500000 Penalty: 4980.825684
	Iteration 2Q: 3 clusters Score -3018612 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3018913.500000 Penalty: 4980.825684
	Iteration 3Q: 3 clusters Score -3018914 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -3019177.750000 Penalty: 4980.825684
	Iteration 4Q: 3 clusters Score -3019178 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -3019431.500000 Penalty: 4980.825684
	Iteration 5Q: 3 clusters Score -3019432 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3019691.500000 Penalty: 4980.825684
	Iteration 6Q: 3 clusters Score -3019692 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3020020.250000 Penalty: 4980.825684
	Iteration 7Q: 3 clusters Score -3020020 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3020450.500000 Penalty: 4980.825684
	Iteration 8Q: 3 clusters Score -3020450 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3021032.750000 Penalty: 4980.825684
	Iteration 9Q: 3 clusters Score -3021033 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -3021816.250000 Penalty: 4980.825684
	Iteration 10F: 3 clusters Score -3021816 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3022876.500000 Penalty: 4980.825684
	Iteration 11F: 3 clusters Score -3022876 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -3023939.500000 Penalty: 4980.825684
	Iteration 12F: 3 clusters Score -3023940 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -3024830.000000 Penalty: 4980.825684
	Iteration 13Q: 3 clusters Score -3024830 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -3025489.000000 Penalty: 4980.825684
	Iteration 14Q: 3 clusters Score -3025489 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -3025902.250000 Penalty: 4980.825684
	Iteration 15Q: 3 clusters Score -3025902 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -3026175.000000 Penalty: 4980.825684
	Iteration 16Q: 3 clusters Score -3026175 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -3026370.500000 Penalty: 4980.825684
	Iteration 17Q: 3 clusters Score -3026370 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3026467.000000 Penalty: 4980.825684
	Iteration 18Q: 3 clusters Score -3026467 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -3026531.250000 Penalty: 4980.825684
	Iteration 19Q: 3 clusters Score -3026531 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -3026580.750000 Penalty: 4980.825684
	Iteration 20F: 3 clusters Score -3026581 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -3026621.500000 Penalty: 4980.825684
	Iteration 21Q: 3 clusters Score -3026622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -3026662.750000 Penalty: 4980.825684
	Iteration 22Q: 3 clusters Score -3026663 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -3026691.000000 Penalty: 4980.825684
	Iteration 23Q: 3 clusters Score -3026691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -3026715.500000 Penalty: 4980.825684
	Iteration 24Q: 3 clusters Score -3026716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -3026734.250000 Penalty: 4980.825684
	Iteration 25Q: 3 clusters Score -3026734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -3026758.000000 Penalty: 4980.825684
	Iteration 26Q: 3 clusters Score -3026758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -3026773.750000 Penalty: 4980.825684
	Iteration 27Q: 3 clusters Score -3026774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -3026796.250000 Penalty: 4980.825684
	Iteration 28Q: 3 clusters Score -3026796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -3026810.250000 Penalty: 4980.825684
	Iteration 29Q: 3 clusters Score -3026810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3026819.000000 Penalty: 4980.825684
	Iteration 30Q: 3 clusters Score -3026819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -3026824.250000 Penalty: 4980.825684
	Iteration 31Q: 3 clusters Score -3026824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -3026825.500000 Penalty: 4980.825684
	Iteration 32Q: 3 clusters Score -3026826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -3026825.500000 Penalty: 4980.825684
	Iteration 33F: 3 clusters Score -3026826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Entering Unmasked Estep 
Score: -2200071.250000 Penalty: 2415.409912
	Iteration 0F: 2 clusters Score -2200071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2188035.000000 Penalty: 4830.819824
	Iteration 0F: 3 clusters Score -2188035 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2191999.750000 Penalty: 4830.819824
	Iteration 1F: 3 clusters Score -2192000 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2192632.000000 Penalty: 4830.819824
	Iteration 2F: 3 clusters Score -2192632 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2193355.750000 Penalty: 4830.819824
	Iteration 3F: 3 clusters Score -2193356 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2194185.500000 Penalty: 4830.819824
	Iteration 4F: 3 clusters Score -2194186 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2195064.500000 Penalty: 4830.819824
	Iteration 5F: 3 clusters Score -2195064 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2195846.000000 Penalty: 4830.819824
	Iteration 6F: 3 clusters Score -2195846 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2196574.250000 Penalty: 4830.819824
	Iteration 7F: 3 clusters Score -2196574 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2197192.750000 Penalty: 4830.819824
	Iteration 8F: 3 clusters Score -2197193 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2197673.000000 Penalty: 4830.819824
	Iteration 9Q: 3 clusters Score -2197673 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2198029.500000 Penalty: 4830.819824
	Iteration 10Q: 3 clusters Score -2198030 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2198264.500000 Penalty: 4830.819824
	Iteration 11Q: 3 clusters Score -2198264 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2198454.750000 Penalty: 4830.819824
	Iteration 12Q: 3 clusters Score -2198455 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2198593.750000 Penalty: 4830.819824
	Iteration 13Q: 3 clusters Score -2198594 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2198718.750000 Penalty: 4830.819824
	Iteration 14Q: 3 clusters Score -2198719 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2198817.250000 Penalty: 4830.819824
	Iteration 15Q: 3 clusters Score -2198817 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2198906.500000 Penalty: 4830.819824
	Iteration 16Q: 3 clusters Score -2198906 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2198967.250000 Penalty: 4830.819824
	Iteration 17Q: 3 clusters Score -2198967 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2199018.750000 Penalty: 4830.819824
	Iteration 18Q: 3 clusters Score -2199019 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2199058.000000 Penalty: 4830.819824
	Iteration 19Q: 3 clusters Score -2199058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2199084.750000 Penalty: 4830.819824
	Iteration 20F: 3 clusters Score -2199085 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2199115.000000 Penalty: 4830.819824
	Iteration 21Q: 3 clusters Score -2199115 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2199141.250000 Penalty: 4830.819824
	Iteration 22Q: 3 clusters Score -2199141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2199159.750000 Penalty: 4830.819824
	Iteration 23Q: 3 clusters Score -2199160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2199167.000000 Penalty: 4830.819824
	Iteration 24Q: 3 clusters Score -2199167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2199175.750000 Penalty: 4830.819824
	Iteration 25Q: 3 clusters Score -2199176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2199175.500000 Penalty: 4830.819824
	Iteration 26Q: 3 clusters Score -2199176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2199176.750000 Penalty: 4830.819824
	Iteration 27Q: 3 clusters Score -2199177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2199178.250000 Penalty: 4830.819824
	Iteration 28Q: 3 clusters Score -2199178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2199180.750000 Penalty: 4830.819824
	Iteration 29Q: 3 clusters Score -2199181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2199180.750000 Penalty: 4830.819824
	Iteration 30Q: 3 clusters Score -2199181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2199181.500000 Penalty: 4830.819824
	Iteration 31Q: 3 clusters Score -2199182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2199182.750000 Penalty: 4830.819824
	Iteration 32Q: 3 clusters Score -2199183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2199181.000000 Penalty: 4830.819824
	Iteration 33Q: 3 clusters Score -2199181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2199184.000000 Penalty: 4830.819824
	Iteration 34Q: 3 clusters Score -2199184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2199184.500000 Penalty: 4830.819824
	Iteration 35Q: 3 clusters Score -2199184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2199185.000000 Penalty: 4830.819824
	Iteration 36Q: 3 clusters Score -2199185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2199185.000000 Penalty: 4830.819824
	Iteration 37F: 3 clusters Score -2199185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180767 members 
Entering Unmasked Estep 
Score: -23178188.000000 Penalty: 3002.031250
	Iteration 0F: 2 clusters Score -2.317819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90715 members 
Mstep: Class 2 contains 90052 members 
Entering Unmasked Estep 
Score: -23057982.000000 Penalty: 6004.062500
	Iteration 0F: 3 clusters Score -2.305798e+07 nChanged 86732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97573 members 
Mstep: Class 2 contains 83194 members 
Entering Unmasked Estep 
Score: -23109212.000000 Penalty: 6004.062500
	Iteration 1F: 3 clusters Score -2.310921e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102219 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -23111286.000000 Penalty: 6004.062500
	Iteration 2Q: 3 clusters Score -2.311129e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109371 members 
Mstep: Class 2 contains 71396 members 
Entering Unmasked Estep 
Score: -23114878.000000 Penalty: 6004.062500
	Iteration 3Q: 3 clusters Score -2.311488e+07 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119743 members 
Mstep: Class 2 contains 61024 members 
Entering Unmasked Estep 
Score: -23121554.000000 Penalty: 6004.062500
	Iteration 4F: 3 clusters Score -2.312155e+07 nChanged 14270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133433 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -23132266.000000 Penalty: 6004.062500
	Iteration 5F: 3 clusters Score -2.313227e+07 nChanged 15976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149153 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -23146684.000000 Penalty: 6004.062500
	Iteration 6F: 3 clusters Score -2.314668e+07 nChanged 14395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163434 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -23160674.000000 Penalty: 6004.062500
	Iteration 7F: 3 clusters Score -2.316067e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172812 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -23169550.000000 Penalty: 6004.062500
	Iteration 8F: 3 clusters Score -2.316955e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177310 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -23173460.000000 Penalty: 6004.062500
	Iteration 9Q: 3 clusters Score -2.317346e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179068 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -23174878.000000 Penalty: 6004.062500
	Iteration 10Q: 3 clusters Score -2.317488e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179621 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -23175268.000000 Penalty: 6004.062500
	Iteration 11Q: 3 clusters Score -2.317527e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179819 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -23175502.000000 Penalty: 6004.062500
	Iteration 12Q: 3 clusters Score -2.31755e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179899 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -23175672.000000 Penalty: 6004.062500
	Iteration 13Q: 3 clusters Score -2.317567e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179918 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -23175752.000000 Penalty: 6004.062500
	Iteration 14Q: 3 clusters Score -2.317575e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179935 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -23175826.000000 Penalty: 6004.062500
	Iteration 15Q: 3 clusters Score -2.317583e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179959 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -23175924.000000 Penalty: 6004.062500
	Iteration 16Q: 3 clusters Score -2.317592e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179952 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -23176040.000000 Penalty: 6004.062500
	Iteration 17Q: 3 clusters Score -2.317604e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179948 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -23176136.000000 Penalty: 6004.062500
	Iteration 18Q: 3 clusters Score -2.317614e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179938 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -23176154.000000 Penalty: 6004.062500
	Iteration 19Q: 3 clusters Score -2.317615e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179908 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -23176226.000000 Penalty: 6004.062500
	Iteration 20F: 3 clusters Score -2.317623e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179891 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -23176244.000000 Penalty: 6004.062500
	Iteration 21Q: 3 clusters Score -2.317624e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179869 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -23176310.000000 Penalty: 6004.062500
	Iteration 22Q: 3 clusters Score -2.317631e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179849 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -23176358.000000 Penalty: 6004.062500
	Iteration 23Q: 3 clusters Score -2.317636e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179835 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -23176420.000000 Penalty: 6004.062500
	Iteration 24Q: 3 clusters Score -2.317642e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179807 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -23176450.000000 Penalty: 6004.062500
	Iteration 25Q: 3 clusters Score -2.317645e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179775 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -23176484.000000 Penalty: 6004.062500
	Iteration 26Q: 3 clusters Score -2.317648e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179744 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -23176518.000000 Penalty: 6004.062500
	Iteration 27Q: 3 clusters Score -2.317652e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179711 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -23176560.000000 Penalty: 6004.062500
	Iteration 28Q: 3 clusters Score -2.317656e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179687 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -23176610.000000 Penalty: 6004.062500
	Iteration 29Q: 3 clusters Score -2.317661e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179670 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -23176616.000000 Penalty: 6004.062500
	Iteration 30Q: 3 clusters Score -2.317662e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179653 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -23176616.000000 Penalty: 6004.062500
	Iteration 31Q: 3 clusters Score -2.317662e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179637 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -23176642.000000 Penalty: 6004.062500
	Iteration 32Q: 3 clusters Score -2.317664e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179629 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -23176618.000000 Penalty: 6004.062500
	Iteration 33Q: 3 clusters Score -2.317662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179620 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -23176612.000000 Penalty: 6004.062500
	Iteration 34Q: 3 clusters Score -2.317661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179611 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -23176628.000000 Penalty: 6004.062500
	Iteration 35Q: 3 clusters Score -2.317663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179602 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -23176624.000000 Penalty: 6004.062500
	Iteration 36Q: 3 clusters Score -2.317662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179595 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -23176622.000000 Penalty: 6004.062500
	Iteration 37Q: 3 clusters Score -2.317662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179592 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -23176636.000000 Penalty: 6004.062500
	Iteration 38Q: 3 clusters Score -2.317664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179584 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -23176636.000000 Penalty: 6004.062500
	Iteration 39Q: 3 clusters Score -2.317664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179582 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -23176650.000000 Penalty: 6004.062500
	Iteration 40F: 3 clusters Score -2.317665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179581 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -23176646.000000 Penalty: 6004.062500
	Iteration 41Q: 3 clusters Score -2.317665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179579 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -23176650.000000 Penalty: 6004.062500
	Iteration 42Q: 3 clusters Score -2.317665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179577 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -23176652.000000 Penalty: 6004.062500
	Iteration 43Q: 3 clusters Score -2.317665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179576 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -23176648.000000 Penalty: 6004.062500
	Iteration 44Q: 3 clusters Score -2.317665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179574 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -23176666.000000 Penalty: 6004.062500
	Iteration 45Q: 3 clusters Score -2.317667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179573 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -23176670.000000 Penalty: 6004.062500
	Iteration 46Q: 3 clusters Score -2.317667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179570 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -23176666.000000 Penalty: 6004.062500
	Iteration 47Q: 3 clusters Score -2.317667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179564 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -23176656.000000 Penalty: 6004.062500
	Iteration 48Q: 3 clusters Score -2.317666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179559 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -23176654.000000 Penalty: 6004.062500
	Iteration 49Q: 3 clusters Score -2.317665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179556 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -23176634.000000 Penalty: 6004.062500
	Iteration 50Q: 3 clusters Score -2.317663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179555 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -23176642.000000 Penalty: 6004.062500
	Iteration 51Q: 3 clusters Score -2.317664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179552 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -23176644.000000 Penalty: 6004.062500
	Iteration 52Q: 3 clusters Score -2.317664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179547 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -23176650.000000 Penalty: 6004.062500
	Iteration 53Q: 3 clusters Score -2.317665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179542 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -23176638.000000 Penalty: 6004.062500
	Iteration 54Q: 3 clusters Score -2.317664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179539 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -23176638.000000 Penalty: 6004.062500
	Iteration 55Q: 3 clusters Score -2.317664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179537 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -23176640.000000 Penalty: 6004.062500
	Iteration 56Q: 3 clusters Score -2.317664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179533 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -23176650.000000 Penalty: 6004.062500
	Iteration 57Q: 3 clusters Score -2.317665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179532 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -23176658.000000 Penalty: 6004.062500
	Iteration 58Q: 3 clusters Score -2.317666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179533 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -23176664.000000 Penalty: 6004.062500
	Iteration 59Q: 3 clusters Score -2.317666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179533 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -23176654.000000 Penalty: 6004.062500
	Iteration 60F: 3 clusters Score -2.317665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Entering Unmasked Estep 
Score: -1225036.875000 Penalty: 2286.460205
	Iteration 0F: 2 clusters Score -1225037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1217445.625000 Penalty: 4572.920410
	Iteration 0F: 3 clusters Score -1217446 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1219709.125000 Penalty: 4572.920410
	Iteration 1F: 3 clusters Score -1219709 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1220037.500000 Penalty: 4572.920410
	Iteration 2F: 3 clusters Score -1220038 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1220288.625000 Penalty: 4572.920410
	Iteration 3F: 3 clusters Score -1220289 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1220519.000000 Penalty: 4572.920410
	Iteration 4Q: 3 clusters Score -1220519 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1220783.750000 Penalty: 4572.920410
	Iteration 5Q: 3 clusters Score -1220784 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1221037.375000 Penalty: 4572.920410
	Iteration 6Q: 3 clusters Score -1221037 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1221284.375000 Penalty: 4572.920410
	Iteration 7Q: 3 clusters Score -1221284 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1221546.250000 Penalty: 4572.920410
	Iteration 8Q: 3 clusters Score -1221546 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1221851.625000 Penalty: 4572.920410
	Iteration 9Q: 3 clusters Score -1221852 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1222160.750000 Penalty: 4572.920410
	Iteration 10Q: 3 clusters Score -1222161 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1222439.625000 Penalty: 4572.920410
	Iteration 11Q: 3 clusters Score -1222440 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1222673.000000 Penalty: 4572.920410
	Iteration 12Q: 3 clusters Score -1222673 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1222824.250000 Penalty: 4572.920410
	Iteration 13Q: 3 clusters Score -1222824 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1222910.750000 Penalty: 4572.920410
	Iteration 14Q: 3 clusters Score -1222911 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1222958.625000 Penalty: 4572.920410
	Iteration 15Q: 3 clusters Score -1222959 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1223002.250000 Penalty: 4572.920410
	Iteration 16Q: 3 clusters Score -1223002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1223043.375000 Penalty: 4572.920410
	Iteration 17Q: 3 clusters Score -1223043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1223073.000000 Penalty: 4572.920410
	Iteration 18Q: 3 clusters Score -1223073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1223099.875000 Penalty: 4572.920410
	Iteration 19Q: 3 clusters Score -1223100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1223120.125000 Penalty: 4572.920410
	Iteration 20F: 3 clusters Score -1223120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1223137.625000 Penalty: 4572.920410
	Iteration 21Q: 3 clusters Score -1223138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1223150.500000 Penalty: 4572.920410
	Iteration 22Q: 3 clusters Score -1223150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1223158.750000 Penalty: 4572.920410
	Iteration 23Q: 3 clusters Score -1223159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1223170.250000 Penalty: 4572.920410
	Iteration 24Q: 3 clusters Score -1223170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1223182.125000 Penalty: 4572.920410
	Iteration 25Q: 3 clusters Score -1223182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1223190.250000 Penalty: 4572.920410
	Iteration 26Q: 3 clusters Score -1223190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1223195.500000 Penalty: 4572.920410
	Iteration 27Q: 3 clusters Score -1223196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1223196.500000 Penalty: 4572.920410
	Iteration 28Q: 3 clusters Score -1223196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1223198.750000 Penalty: 4572.920410
	Iteration 29Q: 3 clusters Score -1223199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1223199.375000 Penalty: 4572.920410
	Iteration 30Q: 3 clusters Score -1223199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1223207.250000 Penalty: 4572.920410
	Iteration 31Q: 3 clusters Score -1223207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1223207.625000 Penalty: 4572.920410
	Iteration 32Q: 3 clusters Score -1223208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1223207.250000 Penalty: 4572.920410
	Iteration 33Q: 3 clusters Score -1223207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1223208.250000 Penalty: 4572.920410
	Iteration 34Q: 3 clusters Score -1223208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1223207.875000 Penalty: 4572.920410
	Iteration 35Q: 3 clusters Score -1223208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1223210.875000 Penalty: 4572.920410
	Iteration 36Q: 3 clusters Score -1223211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1223213.625000 Penalty: 4572.920410
	Iteration 37Q: 3 clusters Score -1223214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1223213.750000 Penalty: 4572.920410
	Iteration 38Q: 3 clusters Score -1223214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1223214.625000 Penalty: 4572.920410
	Iteration 39Q: 3 clusters Score -1223215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1223214.625000 Penalty: 4572.920410
	Iteration 40F: 3 clusters Score -1223215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1223216.375000 Penalty: 4572.920410
	Iteration 41Q: 3 clusters Score -1223216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1223216.875000 Penalty: 4572.920410
	Iteration 42Q: 3 clusters Score -1223217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1223218.750000 Penalty: 4572.920410
	Iteration 43Q: 3 clusters Score -1223219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1223220.125000 Penalty: 4572.920410
	Iteration 44Q: 3 clusters Score -1223220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1223220.125000 Penalty: 4572.920410
	Iteration 45F: 3 clusters Score -1223220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74831 members 
Entering Unmasked Estep 
Score: -9591315.000000 Penalty: 2783.300781
	Iteration 0F: 2 clusters Score -9591315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -9541158.000000 Penalty: 5566.601562
	Iteration 0F: 3 clusters Score -9541158 nChanged 35139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -9561003.000000 Penalty: 5566.601562
	Iteration 1F: 3 clusters Score -9561003 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -9561744.000000 Penalty: 5566.601562
	Iteration 2Q: 3 clusters Score -9561744 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -9562743.000000 Penalty: 5566.601562
	Iteration 3Q: 3 clusters Score -9562743 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -9564180.000000 Penalty: 5566.601562
	Iteration 4Q: 3 clusters Score -9564180 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -9565918.000000 Penalty: 5566.601562
	Iteration 5F: 3 clusters Score -9565918 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -9567860.000000 Penalty: 5566.601562
	Iteration 6F: 3 clusters Score -9567860 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -9570049.000000 Penalty: 5566.601562
	Iteration 7F: 3 clusters Score -9570049 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -9571902.000000 Penalty: 5566.601562
	Iteration 8F: 3 clusters Score -9571902 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -9573343.000000 Penalty: 5566.601562
	Iteration 9Q: 3 clusters Score -9573343 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -9574250.000000 Penalty: 5566.601562
	Iteration 10Q: 3 clusters Score -9574250 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -9574860.000000 Penalty: 5566.601562
	Iteration 11Q: 3 clusters Score -9574860 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -9575409.000000 Penalty: 5566.601562
	Iteration 12Q: 3 clusters Score -9575409 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -9575922.000000 Penalty: 5566.601562
	Iteration 13Q: 3 clusters Score -9575922 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -9576468.000000 Penalty: 5566.601562
	Iteration 14Q: 3 clusters Score -9576468 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -9577062.000000 Penalty: 5566.601562
	Iteration 15Q: 3 clusters Score -9577062 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -9577809.000000 Penalty: 5566.601562
	Iteration 16Q: 3 clusters Score -9577809 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57476 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -9578802.000000 Penalty: 5566.601562
	Iteration 17Q: 3 clusters Score -9578802 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -9579976.000000 Penalty: 5566.601562
	Iteration 18Q: 3 clusters Score -9579976 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -9581372.000000 Penalty: 5566.601562
	Iteration 19Q: 3 clusters Score -9581372 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -9582875.000000 Penalty: 5566.601562
	Iteration 20F: 3 clusters Score -9582875 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -9584253.000000 Penalty: 5566.601562
	Iteration 21Q: 3 clusters Score -9584253 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68995 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -9585608.000000 Penalty: 5566.601562
	Iteration 22Q: 3 clusters Score -9585608 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70599 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -9586669.000000 Penalty: 5566.601562
	Iteration 23Q: 3 clusters Score -9586669 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71787 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -9587358.000000 Penalty: 5566.601562
	Iteration 24Q: 3 clusters Score -9587358 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72636 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -9587887.000000 Penalty: 5566.601562
	Iteration 25Q: 3 clusters Score -9587887 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73188 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -9588279.000000 Penalty: 5566.601562
	Iteration 26Q: 3 clusters Score -9588279 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73525 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -9588477.000000 Penalty: 5566.601562
	Iteration 27Q: 3 clusters Score -9588477 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73737 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9588623.000000 Penalty: 5566.601562
	Iteration 28Q: 3 clusters Score -9588623 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73879 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -9588719.000000 Penalty: 5566.601562
	Iteration 29Q: 3 clusters Score -9588719 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73970 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9588797.000000 Penalty: 5566.601562
	Iteration 30Q: 3 clusters Score -9588797 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74025 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9588827.000000 Penalty: 5566.601562
	Iteration 31Q: 3 clusters Score -9588827 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9588855.000000 Penalty: 5566.601562
	Iteration 32Q: 3 clusters Score -9588855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74111 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9588882.000000 Penalty: 5566.601562
	Iteration 33Q: 3 clusters Score -9588882 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9588919.000000 Penalty: 5566.601562
	Iteration 34Q: 3 clusters Score -9588919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74160 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9588937.000000 Penalty: 5566.601562
	Iteration 35Q: 3 clusters Score -9588937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74175 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9588943.000000 Penalty: 5566.601562
	Iteration 36Q: 3 clusters Score -9588943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74190 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9588979.000000 Penalty: 5566.601562
	Iteration 37Q: 3 clusters Score -9588979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74199 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9588978.000000 Penalty: 5566.601562
	Iteration 38Q: 3 clusters Score -9588978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74203 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9588985.000000 Penalty: 5566.601562
	Iteration 39Q: 3 clusters Score -9588985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9588983.000000 Penalty: 5566.601562
	Iteration 40F: 3 clusters Score -9588983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74212 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9588985.000000 Penalty: 5566.601562
	Iteration 41Q: 3 clusters Score -9588985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9588993.000000 Penalty: 5566.601562
	Iteration 42Q: 3 clusters Score -9588993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74214 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9588991.000000 Penalty: 5566.601562
	Iteration 43Q: 3 clusters Score -9588991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74218 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9589001.000000 Penalty: 5566.601562
	Iteration 44Q: 3 clusters Score -9589001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74222 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9589001.000000 Penalty: 5566.601562
	Iteration 45Q: 3 clusters Score -9589001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74224 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9589008.000000 Penalty: 5566.601562
	Iteration 46Q: 3 clusters Score -9589008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74224 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9589000.000000 Penalty: 5566.601562
	Iteration 47Q: 3 clusters Score -9589000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9589007.000000 Penalty: 5566.601562
	Iteration 48Q: 3 clusters Score -9589007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9589007.000000 Penalty: 5566.601562
	Iteration 49F: 3 clusters Score -9589007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (87769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87769 members 
Entering Unmasked Estep 
Score: -10523621.000000 Penalty: 2822.850830
	Iteration 0F: 2 clusters Score -1.052362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -10465077.000000 Penalty: 5645.701660
	Iteration 0F: 3 clusters Score -1.046508e+07 nChanged 41463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -10489576.000000 Penalty: 5645.701660
	Iteration 1F: 3 clusters Score -1.048958e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -10491659.000000 Penalty: 5645.701660
	Iteration 2F: 3 clusters Score -1.049166e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -10494606.000000 Penalty: 5645.701660
	Iteration 3F: 3 clusters Score -1.049461e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -10498478.000000 Penalty: 5645.701660
	Iteration 4F: 3 clusters Score -1.049848e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -10502967.000000 Penalty: 5645.701660
	Iteration 5F: 3 clusters Score -1.050297e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61302 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -10507432.000000 Penalty: 5645.701660
	Iteration 6F: 3 clusters Score -1.050743e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64483 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -10511400.000000 Penalty: 5645.701660
	Iteration 7F: 3 clusters Score -1.05114e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66902 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -10514248.000000 Penalty: 5645.701660
	Iteration 8Q: 3 clusters Score -1.051425e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -10516284.000000 Penalty: 5645.701660
	Iteration 9Q: 3 clusters Score -1.051628e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -10517339.000000 Penalty: 5645.701660
	Iteration 10Q: 3 clusters Score -1.051734e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71161 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -10518114.000000 Penalty: 5645.701660
	Iteration 11Q: 3 clusters Score -1.051811e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72055 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -10518606.000000 Penalty: 5645.701660
	Iteration 12Q: 3 clusters Score -1.051861e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72837 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -10518920.000000 Penalty: 5645.701660
	Iteration 13Q: 3 clusters Score -1.051892e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73480 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -10519164.000000 Penalty: 5645.701660
	Iteration 14Q: 3 clusters Score -1.051916e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74112 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -10519405.000000 Penalty: 5645.701660
	Iteration 15Q: 3 clusters Score -1.05194e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74706 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -10519560.000000 Penalty: 5645.701660
	Iteration 16Q: 3 clusters Score -1.051956e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75222 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -10519765.000000 Penalty: 5645.701660
	Iteration 17Q: 3 clusters Score -1.051976e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75715 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -10519911.000000 Penalty: 5645.701660
	Iteration 18Q: 3 clusters Score -1.051991e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76156 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -10520017.000000 Penalty: 5645.701660
	Iteration 19Q: 3 clusters Score -1.052002e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76548 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -10520137.000000 Penalty: 5645.701660
	Iteration 20F: 3 clusters Score -1.052014e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76902 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -10520269.000000 Penalty: 5645.701660
	Iteration 21Q: 3 clusters Score -1.052027e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -10520367.000000 Penalty: 5645.701660
	Iteration 22Q: 3 clusters Score -1.052037e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77517 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -10520542.000000 Penalty: 5645.701660
	Iteration 23Q: 3 clusters Score -1.052054e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -10520688.000000 Penalty: 5645.701660
	Iteration 24Q: 3 clusters Score -1.052069e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78049 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -10520832.000000 Penalty: 5645.701660
	Iteration 25Q: 3 clusters Score -1.052083e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78286 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -10521010.000000 Penalty: 5645.701660
	Iteration 26Q: 3 clusters Score -1.052101e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78545 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -10521142.000000 Penalty: 5645.701660
	Iteration 27Q: 3 clusters Score -1.052114e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -10521237.000000 Penalty: 5645.701660
	Iteration 28Q: 3 clusters Score -1.052124e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -10521372.000000 Penalty: 5645.701660
	Iteration 29Q: 3 clusters Score -1.052137e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79395 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -10521444.000000 Penalty: 5645.701660
	Iteration 30Q: 3 clusters Score -1.052144e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79694 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -10521528.000000 Penalty: 5645.701660
	Iteration 31Q: 3 clusters Score -1.052153e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -10521584.000000 Penalty: 5645.701660
	Iteration 32Q: 3 clusters Score -1.052158e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80270 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -10521716.000000 Penalty: 5645.701660
	Iteration 33Q: 3 clusters Score -1.052172e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80579 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -10521777.000000 Penalty: 5645.701660
	Iteration 34Q: 3 clusters Score -1.052178e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80855 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -10521866.000000 Penalty: 5645.701660
	Iteration 35Q: 3 clusters Score -1.052187e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81091 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -10521909.000000 Penalty: 5645.701660
	Iteration 36Q: 3 clusters Score -1.052191e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81291 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -10521958.000000 Penalty: 5645.701660
	Iteration 37Q: 3 clusters Score -1.052196e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81471 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -10521992.000000 Penalty: 5645.701660
	Iteration 38Q: 3 clusters Score -1.052199e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81614 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -10522010.000000 Penalty: 5645.701660
	Iteration 39Q: 3 clusters Score -1.052201e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81779 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -10522060.000000 Penalty: 5645.701660
	Iteration 40F: 3 clusters Score -1.052206e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -10522112.000000 Penalty: 5645.701660
	Iteration 41Q: 3 clusters Score -1.052211e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82066 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -10522134.000000 Penalty: 5645.701660
	Iteration 42Q: 3 clusters Score -1.052213e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82194 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -10522186.000000 Penalty: 5645.701660
	Iteration 43Q: 3 clusters Score -1.052219e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82313 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -10522198.000000 Penalty: 5645.701660
	Iteration 44Q: 3 clusters Score -1.05222e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82427 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -10522232.000000 Penalty: 5645.701660
	Iteration 45Q: 3 clusters Score -1.052223e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82515 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -10522249.000000 Penalty: 5645.701660
	Iteration 46Q: 3 clusters Score -1.052225e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82611 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -10522273.000000 Penalty: 5645.701660
	Iteration 47Q: 3 clusters Score -1.052227e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -10522282.000000 Penalty: 5645.701660
	Iteration 48Q: 3 clusters Score -1.052228e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82805 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -10522308.000000 Penalty: 5645.701660
	Iteration 49Q: 3 clusters Score -1.052231e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -10522318.000000 Penalty: 5645.701660
	Iteration 50Q: 3 clusters Score -1.052232e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82975 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -10522344.000000 Penalty: 5645.701660
	Iteration 51Q: 3 clusters Score -1.052234e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83066 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -10522372.000000 Penalty: 5645.701660
	Iteration 52Q: 3 clusters Score -1.052237e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -10522386.000000 Penalty: 5645.701660
	Iteration 53Q: 3 clusters Score -1.052239e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83207 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -10522404.000000 Penalty: 5645.701660
	Iteration 54Q: 3 clusters Score -1.05224e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83277 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -10522414.000000 Penalty: 5645.701660
	Iteration 55Q: 3 clusters Score -1.052241e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -10522442.000000 Penalty: 5645.701660
	Iteration 56Q: 3 clusters Score -1.052244e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83400 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -10522418.000000 Penalty: 5645.701660
	Iteration 57Q: 3 clusters Score -1.052242e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -10522458.000000 Penalty: 5645.701660
	Iteration 58Q: 3 clusters Score -1.052246e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83527 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -10522462.000000 Penalty: 5645.701660
	Iteration 59Q: 3 clusters Score -1.052246e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83571 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -10522458.000000 Penalty: 5645.701660
	Iteration 60F: 3 clusters Score -1.052246e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83621 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -10522463.000000 Penalty: 5645.701660
	Iteration 61Q: 3 clusters Score -1.052246e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83665 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -10522470.000000 Penalty: 5645.701660
	Iteration 62Q: 3 clusters Score -1.052247e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83695 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -10522477.000000 Penalty: 5645.701660
	Iteration 63Q: 3 clusters Score -1.052248e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83717 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -10522483.000000 Penalty: 5645.701660
	Iteration 64Q: 3 clusters Score -1.052248e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -10522507.000000 Penalty: 5645.701660
	Iteration 65Q: 3 clusters Score -1.052251e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83788 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -10522521.000000 Penalty: 5645.701660
	Iteration 66Q: 3 clusters Score -1.052252e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83827 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -10522549.000000 Penalty: 5645.701660
	Iteration 67Q: 3 clusters Score -1.052255e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83857 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -10522546.000000 Penalty: 5645.701660
	Iteration 68Q: 3 clusters Score -1.052255e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83888 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -10522543.000000 Penalty: 5645.701660
	Iteration 69Q: 3 clusters Score -1.052254e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83912 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -10522551.000000 Penalty: 5645.701660
	Iteration 70Q: 3 clusters Score -1.052255e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83931 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -10522551.000000 Penalty: 5645.701660
	Iteration 71Q: 3 clusters Score -1.052255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83945 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -10522556.000000 Penalty: 5645.701660
	Iteration 72Q: 3 clusters Score -1.052256e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83964 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -10522556.000000 Penalty: 5645.701660
	Iteration 73Q: 3 clusters Score -1.052256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83979 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -10522550.000000 Penalty: 5645.701660
	Iteration 74Q: 3 clusters Score -1.052255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -10522552.000000 Penalty: 5645.701660
	Iteration 75Q: 3 clusters Score -1.052255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84011 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -10522538.000000 Penalty: 5645.701660
	Iteration 76Q: 3 clusters Score -1.052254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84028 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -10522538.000000 Penalty: 5645.701660
	Iteration 77Q: 3 clusters Score -1.052254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84040 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -10522549.000000 Penalty: 5645.701660
	Iteration 78Q: 3 clusters Score -1.052255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84045 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -10522546.000000 Penalty: 5645.701660
	Iteration 79Q: 3 clusters Score -1.052255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -10522549.000000 Penalty: 5645.701660
	Iteration 80F: 3 clusters Score -1.052255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84055 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -10522552.000000 Penalty: 5645.701660
	Iteration 81Q: 3 clusters Score -1.052255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -10522543.000000 Penalty: 5645.701660
	Iteration 82Q: 3 clusters Score -1.052254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84060 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -10522547.000000 Penalty: 5645.701660
	Iteration 83Q: 3 clusters Score -1.052255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -10522547.000000 Penalty: 5645.701660
	Iteration 84Q: 3 clusters Score -1.052255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -10522555.000000 Penalty: 5645.701660
	Iteration 85Q: 3 clusters Score -1.052256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84069 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -10522552.000000 Penalty: 5645.701660
	Iteration 86Q: 3 clusters Score -1.052255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -10522561.000000 Penalty: 5645.701660
	Iteration 87Q: 3 clusters Score -1.052256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84073 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -10522559.000000 Penalty: 5645.701660
	Iteration 88Q: 3 clusters Score -1.052256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84077 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -10522558.000000 Penalty: 5645.701660
	Iteration 89Q: 3 clusters Score -1.052256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -10522568.000000 Penalty: 5645.701660
	Iteration 90Q: 3 clusters Score -1.052257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84083 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -10522559.000000 Penalty: 5645.701660
	Iteration 91Q: 3 clusters Score -1.052256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84086 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -10522566.000000 Penalty: 5645.701660
	Iteration 92Q: 3 clusters Score -1.052257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84088 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -10522560.000000 Penalty: 5645.701660
	Iteration 93Q: 3 clusters Score -1.052256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -10522568.000000 Penalty: 5645.701660
	Iteration 94Q: 3 clusters Score -1.052257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84092 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -10522562.000000 Penalty: 5645.701660
	Iteration 95Q: 3 clusters Score -1.052256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84092 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -10522562.000000 Penalty: 5645.701660
	Iteration 96F: 3 clusters Score -1.052256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Entering Unmasked Estep 
Score: -461377.781250 Penalty: 2057.852539
	Iteration 0F: 2 clusters Score -461377.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -457593.062500 Penalty: 4115.705078
	Iteration 0F: 3 clusters Score -457593.1 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -458810.343750 Penalty: 4115.705078
	Iteration 1F: 3 clusters Score -458810.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -459298.687500 Penalty: 4115.705078
	Iteration 2F: 3 clusters Score -459298.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -459660.843750 Penalty: 4115.705078
	Iteration 3F: 3 clusters Score -459660.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -459966.968750 Penalty: 4115.705078
	Iteration 4F: 3 clusters Score -459967 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -460202.000000 Penalty: 4115.705078
	Iteration 5F: 3 clusters Score -460202 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -460367.218750 Penalty: 4115.705078
	Iteration 6Q: 3 clusters Score -460367.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -460471.718750 Penalty: 4115.705078
	Iteration 7Q: 3 clusters Score -460471.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -460559.531250 Penalty: 4115.705078
	Iteration 8Q: 3 clusters Score -460559.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -460644.000000 Penalty: 4115.705078
	Iteration 9Q: 3 clusters Score -460644 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -460707.656250 Penalty: 4115.705078
	Iteration 10Q: 3 clusters Score -460707.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -460759.500000 Penalty: 4115.705078
	Iteration 11Q: 3 clusters Score -460759.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -460810.062500 Penalty: 4115.705078
	Iteration 12Q: 3 clusters Score -460810.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -460843.718750 Penalty: 4115.705078
	Iteration 13Q: 3 clusters Score -460843.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -460866.062500 Penalty: 4115.705078
	Iteration 14Q: 3 clusters Score -460866.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -460879.187500 Penalty: 4115.705078
	Iteration 15Q: 3 clusters Score -460879.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -460885.187500 Penalty: 4115.705078
	Iteration 16Q: 3 clusters Score -460885.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -460888.531250 Penalty: 4115.705078
	Iteration 17Q: 3 clusters Score -460888.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -460894.156250 Penalty: 4115.705078
	Iteration 18Q: 3 clusters Score -460894.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -460898.218750 Penalty: 4115.705078
	Iteration 19Q: 3 clusters Score -460898.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -460899.906250 Penalty: 4115.705078
	Iteration 20F: 3 clusters Score -460899.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -460902.250000 Penalty: 4115.705078
	Iteration 21Q: 3 clusters Score -460902.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -460908.750000 Penalty: 4115.705078
	Iteration 22Q: 3 clusters Score -460908.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -460911.437500 Penalty: 4115.705078
	Iteration 23Q: 3 clusters Score -460911.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -460912.156250 Penalty: 4115.705078
	Iteration 24Q: 3 clusters Score -460912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -460912.250000 Penalty: 4115.705078
	Iteration 25Q: 3 clusters Score -460912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -460912.375000 Penalty: 4115.705078
	Iteration 26Q: 3 clusters Score -460912.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -460912.375000 Penalty: 4115.705078
	Iteration 27F: 3 clusters Score -460912.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Entering Unmasked Estep 
Score: -1259403.000000 Penalty: 2289.827881
	Iteration 0F: 2 clusters Score -1259403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1251509.500000 Penalty: 4579.655762
	Iteration 0F: 3 clusters Score -1251510 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1253790.750000 Penalty: 4579.655762
	Iteration 1F: 3 clusters Score -1253791 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1254116.750000 Penalty: 4579.655762
	Iteration 2F: 3 clusters Score -1254117 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1254365.250000 Penalty: 4579.655762
	Iteration 3F: 3 clusters Score -1254365 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1254550.875000 Penalty: 4579.655762
	Iteration 4Q: 3 clusters Score -1254551 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1254708.250000 Penalty: 4579.655762
	Iteration 5Q: 3 clusters Score -1254708 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1254843.875000 Penalty: 4579.655762
	Iteration 6Q: 3 clusters Score -1254844 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1254997.250000 Penalty: 4579.655762
	Iteration 7Q: 3 clusters Score -1254997 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1255163.875000 Penalty: 4579.655762
	Iteration 8Q: 3 clusters Score -1255164 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1255381.625000 Penalty: 4579.655762
	Iteration 9Q: 3 clusters Score -1255382 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1255625.500000 Penalty: 4579.655762
	Iteration 10Q: 3 clusters Score -1255626 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1255875.375000 Penalty: 4579.655762
	Iteration 11Q: 3 clusters Score -1255875 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1256135.250000 Penalty: 4579.655762
	Iteration 12Q: 3 clusters Score -1256135 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1256439.875000 Penalty: 4579.655762
	Iteration 13Q: 3 clusters Score -1256440 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1256699.875000 Penalty: 4579.655762
	Iteration 14Q: 3 clusters Score -1256700 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1256911.000000 Penalty: 4579.655762
	Iteration 15Q: 3 clusters Score -1256911 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1257055.000000 Penalty: 4579.655762
	Iteration 16Q: 3 clusters Score -1257055 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1257148.500000 Penalty: 4579.655762
	Iteration 17Q: 3 clusters Score -1257148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1257211.375000 Penalty: 4579.655762
	Iteration 18Q: 3 clusters Score -1257211 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1257254.625000 Penalty: 4579.655762
	Iteration 19Q: 3 clusters Score -1257255 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1257302.625000 Penalty: 4579.655762
	Iteration 20F: 3 clusters Score -1257303 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1257343.500000 Penalty: 4579.655762
	Iteration 21Q: 3 clusters Score -1257344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1257371.875000 Penalty: 4579.655762
	Iteration 22Q: 3 clusters Score -1257372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1257383.625000 Penalty: 4579.655762
	Iteration 23Q: 3 clusters Score -1257384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1257396.125000 Penalty: 4579.655762
	Iteration 24Q: 3 clusters Score -1257396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1257407.625000 Penalty: 4579.655762
	Iteration 25Q: 3 clusters Score -1257408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1257411.375000 Penalty: 4579.655762
	Iteration 26Q: 3 clusters Score -1257411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1257423.875000 Penalty: 4579.655762
	Iteration 27Q: 3 clusters Score -1257424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1257430.750000 Penalty: 4579.655762
	Iteration 28Q: 3 clusters Score -1257431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1257433.375000 Penalty: 4579.655762
	Iteration 29Q: 3 clusters Score -1257433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1257442.375000 Penalty: 4579.655762
	Iteration 30Q: 3 clusters Score -1257442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1257447.000000 Penalty: 4579.655762
	Iteration 31Q: 3 clusters Score -1257447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1257445.500000 Penalty: 4579.655762
	Iteration 32Q: 3 clusters Score -1257446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1257448.250000 Penalty: 4579.655762
	Iteration 33Q: 3 clusters Score -1257448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1257450.500000 Penalty: 4579.655762
	Iteration 34Q: 3 clusters Score -1257450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1257454.500000 Penalty: 4579.655762
	Iteration 35Q: 3 clusters Score -1257454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1257455.875000 Penalty: 4579.655762
	Iteration 36Q: 3 clusters Score -1257456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1257457.500000 Penalty: 4579.655762
	Iteration 37Q: 3 clusters Score -1257458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1257457.500000 Penalty: 4579.655762
	Iteration 38F: 3 clusters Score -1257458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169515 members 
Entering Unmasked Estep 
Score: -21941868.000000 Penalty: 2986.092773
	Iteration 0F: 2 clusters Score -2.194187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84437 members 
Mstep: Class 2 contains 85078 members 
Entering Unmasked Estep 
Score: -21833610.000000 Penalty: 5972.185547
	Iteration 0F: 3 clusters Score -2.183361e+07 nChanged 81205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79238 members 
Mstep: Class 2 contains 90277 members 
Entering Unmasked Estep 
Score: -21880862.000000 Penalty: 5972.185547
	Iteration 1F: 3 clusters Score -2.188086e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -21882144.000000 Penalty: 5972.185547
	Iteration 2Q: 3 clusters Score -2.188214e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 98878 members 
Entering Unmasked Estep 
Score: -21884410.000000 Penalty: 5972.185547
	Iteration 3Q: 3 clusters Score -2.188441e+07 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 106697 members 
Entering Unmasked Estep 
Score: -21888386.000000 Penalty: 5972.185547
	Iteration 4F: 3 clusters Score -2.188839e+07 nChanged 11409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 117792 members 
Entering Unmasked Estep 
Score: -21895332.000000 Penalty: 5972.185547
	Iteration 5F: 3 clusters Score -2.189533e+07 nChanged 14201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 131845 members 
Entering Unmasked Estep 
Score: -21906508.000000 Penalty: 5972.185547
	Iteration 6F: 3 clusters Score -2.190651e+07 nChanged 14618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 146395 members 
Entering Unmasked Estep 
Score: -21919344.000000 Penalty: 5972.185547
	Iteration 7F: 3 clusters Score -2.191934e+07 nChanged 11303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 157668 members 
Entering Unmasked Estep 
Score: -21930064.000000 Penalty: 5972.185547
	Iteration 8F: 3 clusters Score -2.193006e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 164343 members 
Entering Unmasked Estep 
Score: -21935938.000000 Penalty: 5972.185547
	Iteration 9Q: 3 clusters Score -2.193594e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 167277 members 
Entering Unmasked Estep 
Score: -21938112.000000 Penalty: 5972.185547
	Iteration 10Q: 3 clusters Score -2.193811e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 168337 members 
Entering Unmasked Estep 
Score: -21938766.000000 Penalty: 5972.185547
	Iteration 11Q: 3 clusters Score -2.193877e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 168706 members 
Entering Unmasked Estep 
Score: -21939076.000000 Penalty: 5972.185547
	Iteration 12Q: 3 clusters Score -2.193908e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 168840 members 
Entering Unmasked Estep 
Score: -21939200.000000 Penalty: 5972.185547
	Iteration 13Q: 3 clusters Score -2.19392e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 168920 members 
Entering Unmasked Estep 
Score: -21939284.000000 Penalty: 5972.185547
	Iteration 14Q: 3 clusters Score -2.193928e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 168970 members 
Entering Unmasked Estep 
Score: -21939272.000000 Penalty: 5972.185547
	Iteration 15Q: 3 clusters Score -2.193927e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 168996 members 
Entering Unmasked Estep 
Score: -21939324.000000 Penalty: 5972.185547
	Iteration 16Q: 3 clusters Score -2.193932e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 169008 members 
Entering Unmasked Estep 
Score: -21939362.000000 Penalty: 5972.185547
	Iteration 17Q: 3 clusters Score -2.193936e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 169021 members 
Entering Unmasked Estep 
Score: -21939354.000000 Penalty: 5972.185547
	Iteration 18Q: 3 clusters Score -2.193935e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 169025 members 
Entering Unmasked Estep 
Score: -21939368.000000 Penalty: 5972.185547
	Iteration 19Q: 3 clusters Score -2.193937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 169029 members 
Entering Unmasked Estep 
Score: -21939378.000000 Penalty: 5972.185547
	Iteration 20F: 3 clusters Score -2.193938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 169033 members 
Entering Unmasked Estep 
Score: -21939396.000000 Penalty: 5972.185547
	Iteration 21Q: 3 clusters Score -2.19394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 169036 members 
Entering Unmasked Estep 
Score: -21939404.000000 Penalty: 5972.185547
	Iteration 22Q: 3 clusters Score -2.19394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 169038 members 
Entering Unmasked Estep 
Score: -21939396.000000 Penalty: 5972.185547
	Iteration 23Q: 3 clusters Score -2.19394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 169039 members 
Entering Unmasked Estep 
Score: -21939380.000000 Penalty: 5972.185547
	Iteration 24Q: 3 clusters Score -2.193938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 169040 members 
Entering Unmasked Estep 
Score: -21939386.000000 Penalty: 5972.185547
	Iteration 25Q: 3 clusters Score -2.193939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 169043 members 
Entering Unmasked Estep 
Score: -21939388.000000 Penalty: 5972.185547
	Iteration 26Q: 3 clusters Score -2.193939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 169047 members 
Entering Unmasked Estep 
Score: -21939398.000000 Penalty: 5972.185547
	Iteration 27Q: 3 clusters Score -2.19394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 169047 members 
Entering Unmasked Estep 
Score: -21939404.000000 Penalty: 5972.185547
	Iteration 28Q: 3 clusters Score -2.19394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 169048 members 
Entering Unmasked Estep 
Score: -21939404.000000 Penalty: 5972.185547
	Iteration 29Q: 3 clusters Score -2.19394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 169049 members 
Entering Unmasked Estep 
Score: -21939400.000000 Penalty: 5972.185547
	Iteration 30Q: 3 clusters Score -2.19394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 169049 members 
Entering Unmasked Estep 
Score: -21939400.000000 Penalty: 5972.185547
	Iteration 31F: 3 clusters Score -2.19394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Entering Unmasked Estep 
Score: -1429894.625000 Penalty: 2314.452637
	Iteration 0F: 2 clusters Score -1429895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1421326.625000 Penalty: 4628.905273
	Iteration 0F: 3 clusters Score -1421327 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1423954.250000 Penalty: 4628.905273
	Iteration 1F: 3 clusters Score -1423954 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1424387.250000 Penalty: 4628.905273
	Iteration 2F: 3 clusters Score -1424387 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1424814.500000 Penalty: 4628.905273
	Iteration 3F: 3 clusters Score -1424814 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1425281.000000 Penalty: 4628.905273
	Iteration 4F: 3 clusters Score -1425281 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1425748.500000 Penalty: 4628.905273
	Iteration 5F: 3 clusters Score -1425748 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1426146.125000 Penalty: 4628.905273
	Iteration 6F: 3 clusters Score -1426146 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1426467.875000 Penalty: 4628.905273
	Iteration 7Q: 3 clusters Score -1426468 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1426740.250000 Penalty: 4628.905273
	Iteration 8Q: 3 clusters Score -1426740 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1426934.250000 Penalty: 4628.905273
	Iteration 9Q: 3 clusters Score -1426934 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1427056.375000 Penalty: 4628.905273
	Iteration 10Q: 3 clusters Score -1427056 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1427147.750000 Penalty: 4628.905273
	Iteration 11Q: 3 clusters Score -1427148 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1427217.875000 Penalty: 4628.905273
	Iteration 12Q: 3 clusters Score -1427218 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1427272.750000 Penalty: 4628.905273
	Iteration 13Q: 3 clusters Score -1427273 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1427329.000000 Penalty: 4628.905273
	Iteration 14Q: 3 clusters Score -1427329 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1427372.500000 Penalty: 4628.905273
	Iteration 15Q: 3 clusters Score -1427372 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1427411.625000 Penalty: 4628.905273
	Iteration 16Q: 3 clusters Score -1427412 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1427446.250000 Penalty: 4628.905273
	Iteration 17Q: 3 clusters Score -1427446 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1427482.750000 Penalty: 4628.905273
	Iteration 18Q: 3 clusters Score -1427483 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1427532.625000 Penalty: 4628.905273
	Iteration 19Q: 3 clusters Score -1427533 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1427599.250000 Penalty: 4628.905273
	Iteration 20F: 3 clusters Score -1427599 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1427693.750000 Penalty: 4628.905273
	Iteration 21Q: 3 clusters Score -1427694 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1427843.875000 Penalty: 4628.905273
	Iteration 22Q: 3 clusters Score -1427844 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1428023.750000 Penalty: 4628.905273
	Iteration 23Q: 3 clusters Score -1428024 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1428132.125000 Penalty: 4628.905273
	Iteration 24Q: 3 clusters Score -1428132 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1428218.500000 Penalty: 4628.905273
	Iteration 25Q: 3 clusters Score -1428218 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1428282.500000 Penalty: 4628.905273
	Iteration 26Q: 3 clusters Score -1428282 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1428325.250000 Penalty: 4628.905273
	Iteration 27Q: 3 clusters Score -1428325 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1428348.000000 Penalty: 4628.905273
	Iteration 28Q: 3 clusters Score -1428348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1428365.000000 Penalty: 4628.905273
	Iteration 29Q: 3 clusters Score -1428365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1428382.125000 Penalty: 4628.905273
	Iteration 30Q: 3 clusters Score -1428382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1428402.875000 Penalty: 4628.905273
	Iteration 31Q: 3 clusters Score -1428403 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1428420.625000 Penalty: 4628.905273
	Iteration 32Q: 3 clusters Score -1428421 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1428434.750000 Penalty: 4628.905273
	Iteration 33Q: 3 clusters Score -1428435 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1428450.375000 Penalty: 4628.905273
	Iteration 34Q: 3 clusters Score -1428450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1428465.250000 Penalty: 4628.905273
	Iteration 35Q: 3 clusters Score -1428465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1428471.625000 Penalty: 4628.905273
	Iteration 36Q: 3 clusters Score -1428472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1428475.750000 Penalty: 4628.905273
	Iteration 37Q: 3 clusters Score -1428476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1428479.125000 Penalty: 4628.905273
	Iteration 38Q: 3 clusters Score -1428479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1428483.750000 Penalty: 4628.905273
	Iteration 39Q: 3 clusters Score -1428484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1428486.375000 Penalty: 4628.905273
	Iteration 40F: 3 clusters Score -1428486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1428487.750000 Penalty: 4628.905273
	Iteration 41Q: 3 clusters Score -1428488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1428494.750000 Penalty: 4628.905273
	Iteration 42Q: 3 clusters Score -1428495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1428496.250000 Penalty: 4628.905273
	Iteration 43Q: 3 clusters Score -1428496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1428501.375000 Penalty: 4628.905273
	Iteration 44Q: 3 clusters Score -1428501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1428498.375000 Penalty: 4628.905273
	Iteration 45Q: 3 clusters Score -1428498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1428502.500000 Penalty: 4628.905273
	Iteration 46Q: 3 clusters Score -1428502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1428503.250000 Penalty: 4628.905273
	Iteration 47Q: 3 clusters Score -1428503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1428503.000000 Penalty: 4628.905273
	Iteration 48Q: 3 clusters Score -1428503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1428502.125000 Penalty: 4628.905273
	Iteration 49Q: 3 clusters Score -1428502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1428502.125000 Penalty: 4628.905273
	Iteration 50Q: 3 clusters Score -1428502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1428503.250000 Penalty: 4628.905273
	Iteration 51Q: 3 clusters Score -1428503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1428503.625000 Penalty: 4628.905273
	Iteration 52Q: 3 clusters Score -1428504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1428502.250000 Penalty: 4628.905273
	Iteration 53Q: 3 clusters Score -1428502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1428501.875000 Penalty: 4628.905273
	Iteration 54Q: 3 clusters Score -1428502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1428504.500000 Penalty: 4628.905273
	Iteration 55Q: 3 clusters Score -1428504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1428503.375000 Penalty: 4628.905273
	Iteration 56Q: 3 clusters Score -1428503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1428503.375000 Penalty: 4628.905273
	Iteration 57F: 3 clusters Score -1428503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Entering Unmasked Estep 
Score: -609088.812500 Penalty: 2140.413574
	Iteration 0F: 2 clusters Score -609088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -604232.312500 Penalty: 4280.827148
	Iteration 0F: 3 clusters Score -604232.3 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -605703.750000 Penalty: 4280.827148
	Iteration 1F: 3 clusters Score -605703.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -606269.312500 Penalty: 4280.827148
	Iteration 2F: 3 clusters Score -606269.3 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -606809.687500 Penalty: 4280.827148
	Iteration 3F: 3 clusters Score -606809.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -607214.250000 Penalty: 4280.827148
	Iteration 4F: 3 clusters Score -607214.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -607528.187500 Penalty: 4280.827148
	Iteration 5F: 3 clusters Score -607528.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -607714.187500 Penalty: 4280.827148
	Iteration 6Q: 3 clusters Score -607714.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -607835.937500 Penalty: 4280.827148
	Iteration 7Q: 3 clusters Score -607835.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -607915.625000 Penalty: 4280.827148
	Iteration 8Q: 3 clusters Score -607915.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -607972.000000 Penalty: 4280.827148
	Iteration 9Q: 3 clusters Score -607972 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -608002.562500 Penalty: 4280.827148
	Iteration 10Q: 3 clusters Score -608002.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -608020.562500 Penalty: 4280.827148
	Iteration 11Q: 3 clusters Score -608020.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -608027.500000 Penalty: 4280.827148
	Iteration 12Q: 3 clusters Score -608027.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -608033.875000 Penalty: 4280.827148
	Iteration 13Q: 3 clusters Score -608033.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -608037.062500 Penalty: 4280.827148
	Iteration 14Q: 3 clusters Score -608037.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -608043.250000 Penalty: 4280.827148
	Iteration 15Q: 3 clusters Score -608043.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -608045.187500 Penalty: 4280.827148
	Iteration 16Q: 3 clusters Score -608045.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -608045.062500 Penalty: 4280.827148
	Iteration 17Q: 3 clusters Score -608045.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -608045.312500 Penalty: 4280.827148
	Iteration 18Q: 3 clusters Score -608045.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -608045.125000 Penalty: 4280.827148
	Iteration 19Q: 3 clusters Score -608045.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -608045.937500 Penalty: 4280.827148
	Iteration 20F: 3 clusters Score -608045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -608047.125000 Penalty: 4280.827148
	Iteration 21Q: 3 clusters Score -608047.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -608050.250000 Penalty: 4280.827148
	Iteration 22Q: 3 clusters Score -608050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -608050.125000 Penalty: 4280.827148
	Iteration 23Q: 3 clusters Score -608050.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -608049.312500 Penalty: 4280.827148
	Iteration 24Q: 3 clusters Score -608049.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -608049.312500 Penalty: 4280.827148
	Iteration 25F: 3 clusters Score -608049.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (96892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96892 members 
Entering Unmasked Estep 
Score: -12574075.000000 Penalty: 2847.375244
	Iteration 0F: 2 clusters Score -1.257408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -12509257.000000 Penalty: 5694.750488
	Iteration 0F: 3 clusters Score -1.250926e+07 nChanged 45908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -12535466.000000 Penalty: 5694.750488
	Iteration 1F: 3 clusters Score -1.253547e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -12536177.000000 Penalty: 5694.750488
	Iteration 2Q: 3 clusters Score -1.253618e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -12537110.000000 Penalty: 5694.750488
	Iteration 3Q: 3 clusters Score -1.253711e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -12538186.000000 Penalty: 5694.750488
	Iteration 4Q: 3 clusters Score -1.253819e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -12539600.000000 Penalty: 5694.750488
	Iteration 5Q: 3 clusters Score -1.25396e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53715 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -12541483.000000 Penalty: 5694.750488
	Iteration 6Q: 3 clusters Score -1.254148e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -12543665.000000 Penalty: 5694.750488
	Iteration 7Q: 3 clusters Score -1.254366e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -12546346.000000 Penalty: 5694.750488
	Iteration 8Q: 3 clusters Score -1.254635e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62264 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -12549815.000000 Penalty: 5694.750488
	Iteration 9F: 3 clusters Score -1.254982e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -12553195.000000 Penalty: 5694.750488
	Iteration 10F: 3 clusters Score -1.25532e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71259 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -12556561.000000 Penalty: 5694.750488
	Iteration 11F: 3 clusters Score -1.255656e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -12559823.000000 Penalty: 5694.750488
	Iteration 12F: 3 clusters Score -1.255982e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80520 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -12562765.000000 Penalty: 5694.750488
	Iteration 13Q: 3 clusters Score -1.256276e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -12565300.000000 Penalty: 5694.750488
	Iteration 14Q: 3 clusters Score -1.25653e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87835 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -12567297.000000 Penalty: 5694.750488
	Iteration 15Q: 3 clusters Score -1.25673e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90275 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -12568739.000000 Penalty: 5694.750488
	Iteration 16Q: 3 clusters Score -1.256874e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92034 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -12569777.000000 Penalty: 5694.750488
	Iteration 17Q: 3 clusters Score -1.256978e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93264 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -12570446.000000 Penalty: 5694.750488
	Iteration 18Q: 3 clusters Score -1.257045e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94040 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -12570821.000000 Penalty: 5694.750488
	Iteration 19Q: 3 clusters Score -1.257082e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94585 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -12571099.000000 Penalty: 5694.750488
	Iteration 20F: 3 clusters Score -1.25711e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94957 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -12571263.000000 Penalty: 5694.750488
	Iteration 21Q: 3 clusters Score -1.257126e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95200 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -12571366.000000 Penalty: 5694.750488
	Iteration 22Q: 3 clusters Score -1.257137e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95373 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -12571461.000000 Penalty: 5694.750488
	Iteration 23Q: 3 clusters Score -1.257146e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95481 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -12571550.000000 Penalty: 5694.750488
	Iteration 24Q: 3 clusters Score -1.257155e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95590 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -12571604.000000 Penalty: 5694.750488
	Iteration 25Q: 3 clusters Score -1.25716e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95675 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -12571635.000000 Penalty: 5694.750488
	Iteration 26Q: 3 clusters Score -1.257164e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95743 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -12571647.000000 Penalty: 5694.750488
	Iteration 27Q: 3 clusters Score -1.257165e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95789 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -12571689.000000 Penalty: 5694.750488
	Iteration 28Q: 3 clusters Score -1.257169e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95836 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -12571709.000000 Penalty: 5694.750488
	Iteration 29Q: 3 clusters Score -1.257171e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95879 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -12571749.000000 Penalty: 5694.750488
	Iteration 30Q: 3 clusters Score -1.257175e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95912 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -12571763.000000 Penalty: 5694.750488
	Iteration 31Q: 3 clusters Score -1.257176e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -12571775.000000 Penalty: 5694.750488
	Iteration 32Q: 3 clusters Score -1.257178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95943 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -12571788.000000 Penalty: 5694.750488
	Iteration 33Q: 3 clusters Score -1.257179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95952 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -12571790.000000 Penalty: 5694.750488
	Iteration 34Q: 3 clusters Score -1.257179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95963 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12571807.000000 Penalty: 5694.750488
	Iteration 35Q: 3 clusters Score -1.257181e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95976 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12571805.000000 Penalty: 5694.750488
	Iteration 36Q: 3 clusters Score -1.25718e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95982 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -12571804.000000 Penalty: 5694.750488
	Iteration 37Q: 3 clusters Score -1.25718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95989 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -12571805.000000 Penalty: 5694.750488
	Iteration 38Q: 3 clusters Score -1.25718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95994 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -12571811.000000 Penalty: 5694.750488
	Iteration 39Q: 3 clusters Score -1.257181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95996 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -12571808.000000 Penalty: 5694.750488
	Iteration 40F: 3 clusters Score -1.257181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95997 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12571810.000000 Penalty: 5694.750488
	Iteration 41Q: 3 clusters Score -1.257181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95999 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -12571812.000000 Penalty: 5694.750488
	Iteration 42Q: 3 clusters Score -1.257181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95999 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -12571812.000000 Penalty: 5694.750488
	Iteration 43F: 3 clusters Score -1.257181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Entering Unmasked Estep 
Score: -954017.125000 Penalty: 2223.593018
	Iteration 0F: 2 clusters Score -954017.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -947776.000000 Penalty: 4447.186035
	Iteration 0F: 3 clusters Score -947776 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -949438.687500 Penalty: 4447.186035
	Iteration 1F: 3 clusters Score -949438.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -949725.562500 Penalty: 4447.186035
	Iteration 2F: 3 clusters Score -949725.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -949935.500000 Penalty: 4447.186035
	Iteration 3Q: 3 clusters Score -949935.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -950132.812500 Penalty: 4447.186035
	Iteration 4Q: 3 clusters Score -950132.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -950288.937500 Penalty: 4447.186035
	Iteration 5Q: 3 clusters Score -950288.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -950418.625000 Penalty: 4447.186035
	Iteration 6Q: 3 clusters Score -950418.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -950511.187500 Penalty: 4447.186035
	Iteration 7Q: 3 clusters Score -950511.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -950593.000000 Penalty: 4447.186035
	Iteration 8Q: 3 clusters Score -950593 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -950670.625000 Penalty: 4447.186035
	Iteration 9Q: 3 clusters Score -950670.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -950750.125000 Penalty: 4447.186035
	Iteration 10Q: 3 clusters Score -950750.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -950821.687500 Penalty: 4447.186035
	Iteration 11Q: 3 clusters Score -950821.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -950898.000000 Penalty: 4447.186035
	Iteration 12Q: 3 clusters Score -950898 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -950955.125000 Penalty: 4447.186035
	Iteration 13Q: 3 clusters Score -950955.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -951018.312500 Penalty: 4447.186035
	Iteration 14Q: 3 clusters Score -951018.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -951082.687500 Penalty: 4447.186035
	Iteration 15Q: 3 clusters Score -951082.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -951132.625000 Penalty: 4447.186035
	Iteration 16Q: 3 clusters Score -951132.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -951168.687500 Penalty: 4447.186035
	Iteration 17Q: 3 clusters Score -951168.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -951207.375000 Penalty: 4447.186035
	Iteration 18Q: 3 clusters Score -951207.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -951250.562500 Penalty: 4447.186035
	Iteration 19Q: 3 clusters Score -951250.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -951299.437500 Penalty: 4447.186035
	Iteration 20F: 3 clusters Score -951299.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -951350.875000 Penalty: 4447.186035
	Iteration 21Q: 3 clusters Score -951350.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -951413.000000 Penalty: 4447.186035
	Iteration 22Q: 3 clusters Score -951413 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -951465.687500 Penalty: 4447.186035
	Iteration 23Q: 3 clusters Score -951465.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -951510.312500 Penalty: 4447.186035
	Iteration 24Q: 3 clusters Score -951510.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -951561.062500 Penalty: 4447.186035
	Iteration 25Q: 3 clusters Score -951561.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -951623.000000 Penalty: 4447.186035
	Iteration 26Q: 3 clusters Score -951623 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -951675.500000 Penalty: 4447.186035
	Iteration 27Q: 3 clusters Score -951675.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -951724.312500 Penalty: 4447.186035
	Iteration 28Q: 3 clusters Score -951724.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -951770.562500 Penalty: 4447.186035
	Iteration 29Q: 3 clusters Score -951770.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -951812.062500 Penalty: 4447.186035
	Iteration 30Q: 3 clusters Score -951812.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -951849.562500 Penalty: 4447.186035
	Iteration 31Q: 3 clusters Score -951849.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -951877.937500 Penalty: 4447.186035
	Iteration 32Q: 3 clusters Score -951877.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -951911.750000 Penalty: 4447.186035
	Iteration 33Q: 3 clusters Score -951911.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -951935.500000 Penalty: 4447.186035
	Iteration 34Q: 3 clusters Score -951935.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -951952.000000 Penalty: 4447.186035
	Iteration 35Q: 3 clusters Score -951952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -951978.312500 Penalty: 4447.186035
	Iteration 36Q: 3 clusters Score -951978.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -952004.937500 Penalty: 4447.186035
	Iteration 37Q: 3 clusters Score -952004.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -952033.750000 Penalty: 4447.186035
	Iteration 38Q: 3 clusters Score -952033.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -952056.687500 Penalty: 4447.186035
	Iteration 39Q: 3 clusters Score -952056.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -952072.125000 Penalty: 4447.186035
	Iteration 40F: 3 clusters Score -952072.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -952094.500000 Penalty: 4447.186035
	Iteration 41Q: 3 clusters Score -952094.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -952115.000000 Penalty: 4447.186035
	Iteration 42Q: 3 clusters Score -952115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -952127.500000 Penalty: 4447.186035
	Iteration 43Q: 3 clusters Score -952127.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -952143.312500 Penalty: 4447.186035
	Iteration 44Q: 3 clusters Score -952143.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -952157.500000 Penalty: 4447.186035
	Iteration 45Q: 3 clusters Score -952157.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -952171.562500 Penalty: 4447.186035
	Iteration 46Q: 3 clusters Score -952171.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -952186.250000 Penalty: 4447.186035
	Iteration 47Q: 3 clusters Score -952186.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -952203.062500 Penalty: 4447.186035
	Iteration 48Q: 3 clusters Score -952203.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -952220.375000 Penalty: 4447.186035
	Iteration 49Q: 3 clusters Score -952220.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -952241.812500 Penalty: 4447.186035
	Iteration 50Q: 3 clusters Score -952241.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -952257.625000 Penalty: 4447.186035
	Iteration 51Q: 3 clusters Score -952257.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -952269.875000 Penalty: 4447.186035
	Iteration 52Q: 3 clusters Score -952269.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -952282.062500 Penalty: 4447.186035
	Iteration 53Q: 3 clusters Score -952282.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -952287.625000 Penalty: 4447.186035
	Iteration 54Q: 3 clusters Score -952287.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -952290.562500 Penalty: 4447.186035
	Iteration 55Q: 3 clusters Score -952290.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -952296.687500 Penalty: 4447.186035
	Iteration 56Q: 3 clusters Score -952296.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -952300.437500 Penalty: 4447.186035
	Iteration 57Q: 3 clusters Score -952300.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -952305.250000 Penalty: 4447.186035
	Iteration 58Q: 3 clusters Score -952305.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -952309.562500 Penalty: 4447.186035
	Iteration 59Q: 3 clusters Score -952309.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -952319.500000 Penalty: 4447.186035
	Iteration 60F: 3 clusters Score -952319.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -952329.812500 Penalty: 4447.186035
	Iteration 61Q: 3 clusters Score -952329.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -952345.750000 Penalty: 4447.186035
	Iteration 62Q: 3 clusters Score -952345.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -952356.062500 Penalty: 4447.186035
	Iteration 63Q: 3 clusters Score -952356.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -952366.875000 Penalty: 4447.186035
	Iteration 64Q: 3 clusters Score -952366.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -952381.562500 Penalty: 4447.186035
	Iteration 65Q: 3 clusters Score -952381.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -952391.875000 Penalty: 4447.186035
	Iteration 66Q: 3 clusters Score -952391.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -952401.250000 Penalty: 4447.186035
	Iteration 67Q: 3 clusters Score -952401.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -952409.500000 Penalty: 4447.186035
	Iteration 68Q: 3 clusters Score -952409.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -952415.000000 Penalty: 4447.186035
	Iteration 69Q: 3 clusters Score -952415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -952425.750000 Penalty: 4447.186035
	Iteration 70Q: 3 clusters Score -952425.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -952432.562500 Penalty: 4447.186035
	Iteration 71Q: 3 clusters Score -952432.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -952440.937500 Penalty: 4447.186035
	Iteration 72Q: 3 clusters Score -952440.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -952445.812500 Penalty: 4447.186035
	Iteration 73Q: 3 clusters Score -952445.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -952451.375000 Penalty: 4447.186035
	Iteration 74Q: 3 clusters Score -952451.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -952456.687500 Penalty: 4447.186035
	Iteration 75Q: 3 clusters Score -952456.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -952463.125000 Penalty: 4447.186035
	Iteration 76Q: 3 clusters Score -952463.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -952471.875000 Penalty: 4447.186035
	Iteration 77Q: 3 clusters Score -952471.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -952480.125000 Penalty: 4447.186035
	Iteration 78Q: 3 clusters Score -952480.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -952487.562500 Penalty: 4447.186035
	Iteration 79Q: 3 clusters Score -952487.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -952493.000000 Penalty: 4447.186035
	Iteration 80F: 3 clusters Score -952493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -952495.625000 Penalty: 4447.186035
	Iteration 81Q: 3 clusters Score -952495.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -952498.750000 Penalty: 4447.186035
	Iteration 82Q: 3 clusters Score -952498.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -952500.937500 Penalty: 4447.186035
	Iteration 83Q: 3 clusters Score -952500.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -952503.937500 Penalty: 4447.186035
	Iteration 84Q: 3 clusters Score -952503.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -952504.937500 Penalty: 4447.186035
	Iteration 85Q: 3 clusters Score -952504.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -952509.812500 Penalty: 4447.186035
	Iteration 86Q: 3 clusters Score -952509.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -952511.062500 Penalty: 4447.186035
	Iteration 87Q: 3 clusters Score -952511.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -952512.812500 Penalty: 4447.186035
	Iteration 88Q: 3 clusters Score -952512.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -952514.562500 Penalty: 4447.186035
	Iteration 89Q: 3 clusters Score -952514.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -952517.750000 Penalty: 4447.186035
	Iteration 90Q: 3 clusters Score -952517.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -952518.812500 Penalty: 4447.186035
	Iteration 91Q: 3 clusters Score -952518.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -952521.687500 Penalty: 4447.186035
	Iteration 92Q: 3 clusters Score -952521.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -952525.125000 Penalty: 4447.186035
	Iteration 93Q: 3 clusters Score -952525.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -952531.437500 Penalty: 4447.186035
	Iteration 94Q: 3 clusters Score -952531.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -952535.125000 Penalty: 4447.186035
	Iteration 95Q: 3 clusters Score -952535.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -952536.625000 Penalty: 4447.186035
	Iteration 96Q: 3 clusters Score -952536.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -952536.625000 Penalty: 4447.186035
	Iteration 97Q: 3 clusters Score -952536.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -952537.625000 Penalty: 4447.186035
	Iteration 98Q: 3 clusters Score -952537.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -952537.812500 Penalty: 4447.186035
	Iteration 99Q: 3 clusters Score -952537.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -952537.875000 Penalty: 4447.186035
	Iteration 100F: 3 clusters Score -952537.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -952539.562500 Penalty: 4447.186035
	Iteration 101Q: 3 clusters Score -952539.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -952539.562500 Penalty: 4447.186035
	Iteration 102F: 3 clusters Score -952539.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Entering Unmasked Estep 
Score: -3089539.250000 Penalty: 2499.476318
	Iteration 0F: 2 clusters Score -3089539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3072976.500000 Penalty: 4998.952637
	Iteration 0F: 3 clusters Score -3072976 nChanged 10543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3078812.000000 Penalty: 4998.952637
	Iteration 1F: 3 clusters Score -3078812 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3079309.500000 Penalty: 4998.952637
	Iteration 2F: 3 clusters Score -3079310 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -3079800.250000 Penalty: 4998.952637
	Iteration 3Q: 3 clusters Score -3079800 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -3080333.750000 Penalty: 4998.952637
	Iteration 4Q: 3 clusters Score -3080334 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -3080955.250000 Penalty: 4998.952637
	Iteration 5Q: 3 clusters Score -3080955 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -3081699.000000 Penalty: 4998.952637
	Iteration 6F: 3 clusters Score -3081699 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -3082588.000000 Penalty: 4998.952637
	Iteration 7F: 3 clusters Score -3082588 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3083510.500000 Penalty: 4998.952637
	Iteration 8F: 3 clusters Score -3083510 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -3084381.250000 Penalty: 4998.952637
	Iteration 9F: 3 clusters Score -3084381 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -3084976.250000 Penalty: 4998.952637
	Iteration 10Q: 3 clusters Score -3084976 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3085316.750000 Penalty: 4998.952637
	Iteration 11Q: 3 clusters Score -3085317 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3085529.750000 Penalty: 4998.952637
	Iteration 12Q: 3 clusters Score -3085530 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -3085644.750000 Penalty: 4998.952637
	Iteration 13Q: 3 clusters Score -3085645 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -3085725.000000 Penalty: 4998.952637
	Iteration 14Q: 3 clusters Score -3085725 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -3085787.500000 Penalty: 4998.952637
	Iteration 15Q: 3 clusters Score -3085788 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3085847.250000 Penalty: 4998.952637
	Iteration 16Q: 3 clusters Score -3085847 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3085910.250000 Penalty: 4998.952637
	Iteration 17Q: 3 clusters Score -3085910 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3085951.750000 Penalty: 4998.952637
	Iteration 18Q: 3 clusters Score -3085952 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3086018.750000 Penalty: 4998.952637
	Iteration 19Q: 3 clusters Score -3086019 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -3086062.750000 Penalty: 4998.952637
	Iteration 20F: 3 clusters Score -3086063 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -3086121.000000 Penalty: 4998.952637
	Iteration 21Q: 3 clusters Score -3086121 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -3086169.250000 Penalty: 4998.952637
	Iteration 22Q: 3 clusters Score -3086169 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -3086200.500000 Penalty: 4998.952637
	Iteration 23Q: 3 clusters Score -3086200 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -3086233.500000 Penalty: 4998.952637
	Iteration 24Q: 3 clusters Score -3086234 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -3086279.500000 Penalty: 4998.952637
	Iteration 25Q: 3 clusters Score -3086280 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -3086304.000000 Penalty: 4998.952637
	Iteration 26Q: 3 clusters Score -3086304 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -3086329.750000 Penalty: 4998.952637
	Iteration 27Q: 3 clusters Score -3086330 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -3086348.250000 Penalty: 4998.952637
	Iteration 28Q: 3 clusters Score -3086348 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -3086372.000000 Penalty: 4998.952637
	Iteration 29Q: 3 clusters Score -3086372 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -3086392.500000 Penalty: 4998.952637
	Iteration 30Q: 3 clusters Score -3086392 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -3086421.500000 Penalty: 4998.952637
	Iteration 31Q: 3 clusters Score -3086422 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -3086439.250000 Penalty: 4998.952637
	Iteration 32Q: 3 clusters Score -3086439 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -3086430.250000 Penalty: 4998.952637
	Iteration 33Q: 3 clusters Score -3086430 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -3086444.750000 Penalty: 4998.952637
	Iteration 34Q: 3 clusters Score -3086445 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -3086463.000000 Penalty: 4998.952637
	Iteration 35Q: 3 clusters Score -3086463 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3086472.000000 Penalty: 4998.952637
	Iteration 36Q: 3 clusters Score -3086472 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -3086502.250000 Penalty: 4998.952637
	Iteration 37Q: 3 clusters Score -3086502 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -3086507.500000 Penalty: 4998.952637
	Iteration 38Q: 3 clusters Score -3086508 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -3086530.250000 Penalty: 4998.952637
	Iteration 39Q: 3 clusters Score -3086530 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -3086538.750000 Penalty: 4998.952637
	Iteration 40F: 3 clusters Score -3086539 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -3086549.000000 Penalty: 4998.952637
	Iteration 41Q: 3 clusters Score -3086549 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -3086571.500000 Penalty: 4998.952637
	Iteration 42Q: 3 clusters Score -3086572 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -3086585.500000 Penalty: 4998.952637
	Iteration 43Q: 3 clusters Score -3086586 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -3086604.000000 Penalty: 4998.952637
	Iteration 44Q: 3 clusters Score -3086604 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -3086633.250000 Penalty: 4998.952637
	Iteration 45Q: 3 clusters Score -3086633 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -3086639.000000 Penalty: 4998.952637
	Iteration 46Q: 3 clusters Score -3086639 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -3086663.500000 Penalty: 4998.952637
	Iteration 47Q: 3 clusters Score -3086664 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3086696.000000 Penalty: 4998.952637
	Iteration 48Q: 3 clusters Score -3086696 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3086731.750000 Penalty: 4998.952637
	Iteration 49Q: 3 clusters Score -3086732 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3086764.500000 Penalty: 4998.952637
	Iteration 50Q: 3 clusters Score -3086764 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3086778.000000 Penalty: 4998.952637
	Iteration 51Q: 3 clusters Score -3086778 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -3086816.750000 Penalty: 4998.952637
	Iteration 52Q: 3 clusters Score -3086817 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -3086840.500000 Penalty: 4998.952637
	Iteration 53Q: 3 clusters Score -3086840 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -3086851.500000 Penalty: 4998.952637
	Iteration 54Q: 3 clusters Score -3086852 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3086869.000000 Penalty: 4998.952637
	Iteration 55Q: 3 clusters Score -3086869 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -3086880.500000 Penalty: 4998.952637
	Iteration 56Q: 3 clusters Score -3086880 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -3086908.500000 Penalty: 4998.952637
	Iteration 57Q: 3 clusters Score -3086908 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -3086926.000000 Penalty: 4998.952637
	Iteration 58Q: 3 clusters Score -3086926 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -3086939.750000 Penalty: 4998.952637
	Iteration 59Q: 3 clusters Score -3086940 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -3086957.250000 Penalty: 4998.952637
	Iteration 60F: 3 clusters Score -3086957 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3086967 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3086981.000000 Penalty: 4998.952637
	Iteration 62Q: 3 clusters Score -3086981 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -3086983.750000 Penalty: 4998.952637
	Iteration 63Q: 3 clusters Score -3086984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3087000.500000 Penalty: 4998.952637
	Iteration 64Q: 3 clusters Score -3087000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3087007.750000 Penalty: 4998.952637
	Iteration 65Q: 3 clusters Score -3087008 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3087013.000000 Penalty: 4998.952637
	Iteration 66Q: 3 clusters Score -3087013 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3087010.250000 Penalty: 4998.952637
	Iteration 67Q: 3 clusters Score -3087010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3087026.750000 Penalty: 4998.952637
	Iteration 68Q: 3 clusters Score -3087027 nChanged 64
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Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3087032.250000 Penalty: 4998.952637
	Iteration 69Q: 3 clusters Score -3087032 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3087035 nChanged 72
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Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3087056.750000 Penalty: 4998.952637
	Iteration 71Q: 3 clusters Score -3087057 nChanged 74
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Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3087073 nChanged 66
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Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3087083 nChanged 62
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Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3087094 nChanged 63
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Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -3087111.000000 Penalty: 4998.952637
	Iteration 75Q: 3 clusters Score -3087111 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3087127.750000 Penalty: 4998.952637
	Iteration 76Q: 3 clusters Score -3087128 nChanged 41
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Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -3087133.250000 Penalty: 4998.952637
	Iteration 77Q: 3 clusters Score -3087133 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3087141.000000 Penalty: 4998.952637
	Iteration 78Q: 3 clusters Score -3087141 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3087143 nChanged 35
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Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3087149.000000 Penalty: 4998.952637
	Iteration 80F: 3 clusters Score -3087149 nChanged 44
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Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3087157.250000 Penalty: 4998.952637
	Iteration 81Q: 3 clusters Score -3087157 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3087176 nChanged 40
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Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3087180 nChanged 50
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Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3087196 nChanged 52
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Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3087199 nChanged 45
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Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3087198 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3087216 nChanged 42
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Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3087228 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3087242 nChanged 47
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Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3087253 nChanged 54
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Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3087267 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3087268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3087278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3087290.500000 Penalty: 4998.952637
	Iteration 94Q: 3 clusters Score -3087290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3087293 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3087301 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3087313.750000 Penalty: 4998.952637
	Iteration 97Q: 3 clusters Score -3087314 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3087320 nChanged 25
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Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3087320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3087321.000000 Penalty: 4998.952637
	Iteration 100F: 3 clusters Score -3087321 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3087332.000000 Penalty: 4998.952637
	Iteration 101Q: 3 clusters Score -3087332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3087338.500000 Penalty: 4998.952637
	Iteration 102Q: 3 clusters Score -3087338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3087336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3087338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3087344.000000 Penalty: 4998.952637
	Iteration 105Q: 3 clusters Score -3087344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3087355.000000 Penalty: 4998.952637
	Iteration 106Q: 3 clusters Score -3087355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3087367.000000 Penalty: 4998.952637
	Iteration 107Q: 3 clusters Score -3087367 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3087369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3087387.500000 Penalty: 4998.952637
	Iteration 109Q: 3 clusters Score -3087388 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3087388 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3087383.750000 Penalty: 4998.952637
	Iteration 111Q: 3 clusters Score -3087384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3087387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3087392.500000 Penalty: 4998.952637
	Iteration 113Q: 3 clusters Score -3087392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3087390.750000 Penalty: 4998.952637
	Iteration 114Q: 3 clusters Score -3087391 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3087402.000000 Penalty: 4998.952637
	Iteration 115Q: 3 clusters Score -3087402 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3087404.500000 Penalty: 4998.952637
	Iteration 116Q: 3 clusters Score -3087404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3087413.250000 Penalty: 4998.952637
	Iteration 117Q: 3 clusters Score -3087413 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3087413 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3087419.500000 Penalty: 4998.952637
	Iteration 119Q: 3 clusters Score -3087420 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3087425.250000 Penalty: 4998.952637
	Iteration 120F: 3 clusters Score -3087425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3087420.500000 Penalty: 4998.952637
	Iteration 121Q: 3 clusters Score -3087420 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3087421.250000 Penalty: 4998.952637
	Iteration 122Q: 3 clusters Score -3087421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3087426.750000 Penalty: 4998.952637
	Iteration 123Q: 3 clusters Score -3087427 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3087435.500000 Penalty: 4998.952637
	Iteration 124Q: 3 clusters Score -3087436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3087434.250000 Penalty: 4998.952637
	Iteration 125Q: 3 clusters Score -3087434 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3087437.750000 Penalty: 4998.952637
	Iteration 126Q: 3 clusters Score -3087438 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3087439.250000 Penalty: 4998.952637
	Iteration 127Q: 3 clusters Score -3087439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3087440.500000 Penalty: 4998.952637
	Iteration 128Q: 3 clusters Score -3087440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3087436.250000 Penalty: 4998.952637
	Iteration 129Q: 3 clusters Score -3087436 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3087439.750000 Penalty: 4998.952637
	Iteration 130Q: 3 clusters Score -3087440 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3087445.250000 Penalty: 4998.952637
	Iteration 131Q: 3 clusters Score -3087445 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3087440.750000 Penalty: 4998.952637
	Iteration 132Q: 3 clusters Score -3087441 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3087435 nChanged 1
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Mstep: Class 1 contains 21618 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3087436 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21619 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3087435 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21622 members 
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Entering Unmasked Estep 
Score: -3087436.500000 Penalty: 4998.952637
	Iteration 136Q: 3 clusters Score -3087436 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21625 members 
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Entering Unmasked Estep 
Score: -3087439.750000 Penalty: 4998.952637
	Iteration 137Q: 3 clusters Score -3087440 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3087444.250000 Penalty: 4998.952637
	Iteration 138Q: 3 clusters Score -3087444 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21634 members 
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Entering Unmasked Estep 
Score: -3087445.500000 Penalty: 4998.952637
	Iteration 139Q: 3 clusters Score -3087446 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3087447.750000 Penalty: 4998.952637
	Iteration 140F: 3 clusters Score -3087448 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3087451.000000 Penalty: 4998.952637
	Iteration 141Q: 3 clusters Score -3087451 nChanged 3
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Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3087453.000000 Penalty: 4998.952637
	Iteration 142Q: 3 clusters Score -3087453 nChanged 2
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Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3087451 nChanged 1
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Mstep: Class 1 contains 21651 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3087449 nChanged 1
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3087448 nChanged 1
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3087451 nChanged 2
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Mstep: Class 1 contains 21655 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3087452 nChanged 4
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Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3087451 nChanged 4
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Entering Unmasked Estep 
Score: -3087449.000000 Penalty: 4998.952637
	Iteration 149Q: 3 clusters Score -3087449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3087458.000000 Penalty: 4998.952637
	Iteration 150Q: 3 clusters Score -3087458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3087456.750000 Penalty: 4998.952637
	Iteration 151Q: 3 clusters Score -3087457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3087456.750000 Penalty: 4998.952637
	Iteration 152Q: 3 clusters Score -3087457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3087458.750000 Penalty: 4998.952637
	Iteration 153Q: 3 clusters Score -3087459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3087450.000000 Penalty: 4998.952637
	Iteration 154Q: 3 clusters Score -3087450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3087447.750000 Penalty: 4998.952637
	Iteration 155Q: 3 clusters Score -3087448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3087454.250000 Penalty: 4998.952637
	Iteration 156Q: 3 clusters Score -3087454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3087457.000000 Penalty: 4998.952637
	Iteration 157Q: 3 clusters Score -3087457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3087457.250000 Penalty: 4998.952637
	Iteration 158Q: 3 clusters Score -3087457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3087461.750000 Penalty: 4998.952637
	Iteration 159Q: 3 clusters Score -3087462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3087457.750000 Penalty: 4998.952637
	Iteration 160F: 3 clusters Score -3087458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3087461.000000 Penalty: 4998.952637
	Iteration 161Q: 3 clusters Score -3087461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3087461.500000 Penalty: 4998.952637
	Iteration 162Q: 3 clusters Score -3087462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3087462.000000 Penalty: 4998.952637
	Iteration 163Q: 3 clusters Score -3087462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3087465.750000 Penalty: 4998.952637
	Iteration 164Q: 3 clusters Score -3087466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3087469.500000 Penalty: 4998.952637
	Iteration 165Q: 3 clusters Score -3087470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3087466.750000 Penalty: 4998.952637
	Iteration 166Q: 3 clusters Score -3087467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3087468.500000 Penalty: 4998.952637
	Iteration 167Q: 3 clusters Score -3087468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3087466.250000 Penalty: 4998.952637
	Iteration 168Q: 3 clusters Score -3087466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3087466.250000 Penalty: 4998.952637
	Iteration 169F: 3 clusters Score -3087466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -45586.539062 Penalty: 1493.814941
	Iteration 0F: 2 clusters Score -45586.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44137.800781 Penalty: 2987.629883
	Iteration 0F: 3 clusters Score -44137.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44277.273438 Penalty: 2987.629883
	Iteration 1F: 3 clusters Score -44277.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44350.250000 Penalty: 2987.629883
	Iteration 2F: 3 clusters Score -44350.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44396.968750 Penalty: 2987.629883
	Iteration 3Q: 3 clusters Score -44396.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44448.058594 Penalty: 2987.629883
	Iteration 4Q: 3 clusters Score -44448.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44487.589844 Penalty: 2987.629883
	Iteration 5Q: 3 clusters Score -44487.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44516.531250 Penalty: 2987.629883
	Iteration 6Q: 3 clusters Score -44516.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44536.093750 Penalty: 2987.629883
	Iteration 7Q: 3 clusters Score -44536.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44547.601562 Penalty: 2987.629883
	Iteration 8Q: 3 clusters Score -44547.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44550.308594 Penalty: 2987.629883
	Iteration 9Q: 3 clusters Score -44550.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44553.242188 Penalty: 2987.629883
	Iteration 10Q: 3 clusters Score -44553.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44570.175781 Penalty: 2987.629883
	Iteration 11Q: 3 clusters Score -44570.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44585.109375 Penalty: 2987.629883
	Iteration 12Q: 3 clusters Score -44585.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44589.921875 Penalty: 2987.629883
	Iteration 13Q: 3 clusters Score -44589.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44598.980469 Penalty: 2987.629883
	Iteration 14Q: 3 clusters Score -44598.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44622.429688 Penalty: 2987.629883
	Iteration 15Q: 3 clusters Score -44622.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44634.273438 Penalty: 2987.629883
	Iteration 16Q: 3 clusters Score -44634.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44664.578125 Penalty: 2987.629883
	Iteration 17Q: 3 clusters Score -44664.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44701.375000 Penalty: 2987.629883
	Iteration 18Q: 3 clusters Score -44701.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44773.410156 Penalty: 2987.629883
	Iteration 19Q: 3 clusters Score -44773.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44843.195312 Penalty: 2987.629883
	Iteration 20F: 3 clusters Score -44843.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44972.472656 Penalty: 2987.629883
	Iteration 21Q: 3 clusters Score -44972.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45037.644531 Penalty: 2987.629883
	Iteration 22Q: 3 clusters Score -45037.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45046.039062 Penalty: 2987.629883
	Iteration 23Q: 3 clusters Score -45046.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45052.835938 Penalty: 2987.629883
	Iteration 24Q: 3 clusters Score -45052.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45061.015625 Penalty: 2987.629883
	Iteration 25Q: 3 clusters Score -45061.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45067.531250 Penalty: 2987.629883
	Iteration 26Q: 3 clusters Score -45067.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45069.246094 Penalty: 2987.629883
	Iteration 27Q: 3 clusters Score -45069.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45071.914062 Penalty: 2987.629883
	Iteration 28Q: 3 clusters Score -45071.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45071.914062 Penalty: 2987.629883
	Iteration 29F: 3 clusters Score -45071.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Entering Unmasked Estep 
Score: -1148297.875000 Penalty: 2254.230957
	Iteration 0F: 2 clusters Score -1148298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1141373.250000 Penalty: 4508.461914
	Iteration 0F: 3 clusters Score -1141373 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1143301.125000 Penalty: 4508.461914
	Iteration 1F: 3 clusters Score -1143301 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1143550.625000 Penalty: 4508.461914
	Iteration 2F: 3 clusters Score -1143551 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1143721.500000 Penalty: 4508.461914
	Iteration 3Q: 3 clusters Score -1143722 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1143837.875000 Penalty: 4508.461914
	Iteration 4Q: 3 clusters Score -1143838 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1143937.875000 Penalty: 4508.461914
	Iteration 5Q: 3 clusters Score -1143938 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1144013.500000 Penalty: 4508.461914
	Iteration 6Q: 3 clusters Score -1144014 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1144084.500000 Penalty: 4508.461914
	Iteration 7Q: 3 clusters Score -1144084 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1144155.375000 Penalty: 4508.461914
	Iteration 8Q: 3 clusters Score -1144155 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1144228.500000 Penalty: 4508.461914
	Iteration 9Q: 3 clusters Score -1144228 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1144297.625000 Penalty: 4508.461914
	Iteration 10Q: 3 clusters Score -1144298 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1144363.625000 Penalty: 4508.461914
	Iteration 11Q: 3 clusters Score -1144364 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1144428.250000 Penalty: 4508.461914
	Iteration 12Q: 3 clusters Score -1144428 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1144486.500000 Penalty: 4508.461914
	Iteration 13Q: 3 clusters Score -1144486 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1144543.375000 Penalty: 4508.461914
	Iteration 14Q: 3 clusters Score -1144543 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1144609.625000 Penalty: 4508.461914
	Iteration 15Q: 3 clusters Score -1144610 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1144681.750000 Penalty: 4508.461914
	Iteration 16Q: 3 clusters Score -1144682 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1144751.750000 Penalty: 4508.461914
	Iteration 17Q: 3 clusters Score -1144752 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1144814.625000 Penalty: 4508.461914
	Iteration 18Q: 3 clusters Score -1144815 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1144885.000000 Penalty: 4508.461914
	Iteration 19Q: 3 clusters Score -1144885 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1144953.625000 Penalty: 4508.461914
	Iteration 20F: 3 clusters Score -1144954 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1145018.375000 Penalty: 4508.461914
	Iteration 21Q: 3 clusters Score -1145018 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1145077.875000 Penalty: 4508.461914
	Iteration 22Q: 3 clusters Score -1145078 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1145130.875000 Penalty: 4508.461914
	Iteration 23Q: 3 clusters Score -1145131 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1145194.250000 Penalty: 4508.461914
	Iteration 24Q: 3 clusters Score -1145194 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1145264.125000 Penalty: 4508.461914
	Iteration 25Q: 3 clusters Score -1145264 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1145336.250000 Penalty: 4508.461914
	Iteration 26Q: 3 clusters Score -1145336 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1145429.375000 Penalty: 4508.461914
	Iteration 27Q: 3 clusters Score -1145429 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1145515.625000 Penalty: 4508.461914
	Iteration 28Q: 3 clusters Score -1145516 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1145593.375000 Penalty: 4508.461914
	Iteration 29Q: 3 clusters Score -1145593 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1145650.250000 Penalty: 4508.461914
	Iteration 30Q: 3 clusters Score -1145650 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1145697.250000 Penalty: 4508.461914
	Iteration 31Q: 3 clusters Score -1145697 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1145741.750000 Penalty: 4508.461914
	Iteration 32Q: 3 clusters Score -1145742 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1145777.125000 Penalty: 4508.461914
	Iteration 33Q: 3 clusters Score -1145777 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1145809.250000 Penalty: 4508.461914
	Iteration 34Q: 3 clusters Score -1145809 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1145844.375000 Penalty: 4508.461914
	Iteration 35Q: 3 clusters Score -1145844 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1145880.000000 Penalty: 4508.461914
	Iteration 36Q: 3 clusters Score -1145880 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1145916.875000 Penalty: 4508.461914
	Iteration 37Q: 3 clusters Score -1145917 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1145951.750000 Penalty: 4508.461914
	Iteration 38Q: 3 clusters Score -1145952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1145982.250000 Penalty: 4508.461914
	Iteration 39Q: 3 clusters Score -1145982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1146009.875000 Penalty: 4508.461914
	Iteration 40F: 3 clusters Score -1146010 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1146040.875000 Penalty: 4508.461914
	Iteration 41Q: 3 clusters Score -1146041 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1146062.375000 Penalty: 4508.461914
	Iteration 42Q: 3 clusters Score -1146062 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1146086.125000 Penalty: 4508.461914
	Iteration 43Q: 3 clusters Score -1146086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1146106.625000 Penalty: 4508.461914
	Iteration 44Q: 3 clusters Score -1146107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1146130.625000 Penalty: 4508.461914
	Iteration 45Q: 3 clusters Score -1146131 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1146161.625000 Penalty: 4508.461914
	Iteration 46Q: 3 clusters Score -1146162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1146186.250000 Penalty: 4508.461914
	Iteration 47Q: 3 clusters Score -1146186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1146205.625000 Penalty: 4508.461914
	Iteration 48Q: 3 clusters Score -1146206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1146219.875000 Penalty: 4508.461914
	Iteration 49Q: 3 clusters Score -1146220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1146244.875000 Penalty: 4508.461914
	Iteration 50Q: 3 clusters Score -1146245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1146271.625000 Penalty: 4508.461914
	Iteration 51Q: 3 clusters Score -1146272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1146291.000000 Penalty: 4508.461914
	Iteration 52Q: 3 clusters Score -1146291 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1146305.750000 Penalty: 4508.461914
	Iteration 53Q: 3 clusters Score -1146306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1146334.000000 Penalty: 4508.461914
	Iteration 54Q: 3 clusters Score -1146334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1146357.375000 Penalty: 4508.461914
	Iteration 55Q: 3 clusters Score -1146357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1146376.250000 Penalty: 4508.461914
	Iteration 56Q: 3 clusters Score -1146376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1146387.250000 Penalty: 4508.461914
	Iteration 57Q: 3 clusters Score -1146387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1146401.000000 Penalty: 4508.461914
	Iteration 58Q: 3 clusters Score -1146401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1146413.250000 Penalty: 4508.461914
	Iteration 59Q: 3 clusters Score -1146413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1146419.375000 Penalty: 4508.461914
	Iteration 60F: 3 clusters Score -1146419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1146424.750000 Penalty: 4508.461914
	Iteration 61Q: 3 clusters Score -1146425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1146429.750000 Penalty: 4508.461914
	Iteration 62Q: 3 clusters Score -1146430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1146428.750000 Penalty: 4508.461914
	Iteration 63Q: 3 clusters Score -1146429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1146430.125000 Penalty: 4508.461914
	Iteration 64Q: 3 clusters Score -1146430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1146434.250000 Penalty: 4508.461914
	Iteration 65Q: 3 clusters Score -1146434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1146434.500000 Penalty: 4508.461914
	Iteration 66Q: 3 clusters Score -1146434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1146435.875000 Penalty: 4508.461914
	Iteration 67Q: 3 clusters Score -1146436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1146437.625000 Penalty: 4508.461914
	Iteration 68Q: 3 clusters Score -1146438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1146438.500000 Penalty: 4508.461914
	Iteration 69Q: 3 clusters Score -1146438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1146438.500000 Penalty: 4508.461914
	Iteration 70F: 3 clusters Score -1146438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Entering Unmasked Estep 
Score: -989946.875000 Penalty: 2227.207520
	Iteration 0F: 2 clusters Score -989946.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -983510.250000 Penalty: 4454.415039
	Iteration 0F: 3 clusters Score -983510.2 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -985165.625000 Penalty: 4454.415039
	Iteration 1F: 3 clusters Score -985165.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -985482.625000 Penalty: 4454.415039
	Iteration 2F: 3 clusters Score -985482.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -985751.750000 Penalty: 4454.415039
	Iteration 3F: 3 clusters Score -985751.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -985982.812500 Penalty: 4454.415039
	Iteration 4F: 3 clusters Score -985982.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -986234.125000 Penalty: 4454.415039
	Iteration 5Q: 3 clusters Score -986234.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -986564.312500 Penalty: 4454.415039
	Iteration 6F: 3 clusters Score -986564.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -986965.500000 Penalty: 4454.415039
	Iteration 7F: 3 clusters Score -986965.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -987315.500000 Penalty: 4454.415039
	Iteration 8F: 3 clusters Score -987315.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -987615.812500 Penalty: 4454.415039
	Iteration 9Q: 3 clusters Score -987615.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -987816.062500 Penalty: 4454.415039
	Iteration 10Q: 3 clusters Score -987816.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -987925.562500 Penalty: 4454.415039
	Iteration 11Q: 3 clusters Score -987925.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -987977.937500 Penalty: 4454.415039
	Iteration 12Q: 3 clusters Score -987977.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -988014.375000 Penalty: 4454.415039
	Iteration 13Q: 3 clusters Score -988014.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -988041.000000 Penalty: 4454.415039
	Iteration 14Q: 3 clusters Score -988041 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -988058.937500 Penalty: 4454.415039
	Iteration 15Q: 3 clusters Score -988058.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -988070.750000 Penalty: 4454.415039
	Iteration 16Q: 3 clusters Score -988070.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -988086.937500 Penalty: 4454.415039
	Iteration 17Q: 3 clusters Score -988086.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -988095.812500 Penalty: 4454.415039
	Iteration 18Q: 3 clusters Score -988095.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -988105.312500 Penalty: 4454.415039
	Iteration 19Q: 3 clusters Score -988105.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -988111.812500 Penalty: 4454.415039
	Iteration 20F: 3 clusters Score -988111.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -988116.062500 Penalty: 4454.415039
	Iteration 21Q: 3 clusters Score -988116.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -988117.062500 Penalty: 4454.415039
	Iteration 22Q: 3 clusters Score -988117.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -988117.500000 Penalty: 4454.415039
	Iteration 23Q: 3 clusters Score -988117.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -988118.187500 Penalty: 4454.415039
	Iteration 24Q: 3 clusters Score -988118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -988118.500000 Penalty: 4454.415039
	Iteration 25Q: 3 clusters Score -988118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -988118.500000 Penalty: 4454.415039
	Iteration 26F: 3 clusters Score -988118.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Entering Unmasked Estep 
Score: -1547475.000000 Penalty: 2334.210205
	Iteration 0F: 2 clusters Score -1547475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1538442.625000 Penalty: 4668.420410
	Iteration 0F: 3 clusters Score -1538443 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1541240.750000 Penalty: 4668.420410
	Iteration 1F: 3 clusters Score -1541241 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1541606.500000 Penalty: 4668.420410
	Iteration 2F: 3 clusters Score -1541606 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1541898.875000 Penalty: 4668.420410
	Iteration 3F: 3 clusters Score -1541899 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1542138.875000 Penalty: 4668.420410
	Iteration 4Q: 3 clusters Score -1542139 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1542372.250000 Penalty: 4668.420410
	Iteration 5Q: 3 clusters Score -1542372 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1542606.250000 Penalty: 4668.420410
	Iteration 6Q: 3 clusters Score -1542606 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1542842.875000 Penalty: 4668.420410
	Iteration 7Q: 3 clusters Score -1542843 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1543057.500000 Penalty: 4668.420410
	Iteration 8Q: 3 clusters Score -1543058 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1543243.875000 Penalty: 4668.420410
	Iteration 9Q: 3 clusters Score -1543244 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1543411.750000 Penalty: 4668.420410
	Iteration 10Q: 3 clusters Score -1543412 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1543543.250000 Penalty: 4668.420410
	Iteration 11Q: 3 clusters Score -1543543 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1543651.500000 Penalty: 4668.420410
	Iteration 12Q: 3 clusters Score -1543652 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1543741.750000 Penalty: 4668.420410
	Iteration 13Q: 3 clusters Score -1543742 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1543822.875000 Penalty: 4668.420410
	Iteration 14Q: 3 clusters Score -1543823 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1543884.750000 Penalty: 4668.420410
	Iteration 15Q: 3 clusters Score -1543885 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1543926.750000 Penalty: 4668.420410
	Iteration 16Q: 3 clusters Score -1543927 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1543968.250000 Penalty: 4668.420410
	Iteration 17Q: 3 clusters Score -1543968 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1543998.750000 Penalty: 4668.420410
	Iteration 18Q: 3 clusters Score -1543999 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1544042.125000 Penalty: 4668.420410
	Iteration 19Q: 3 clusters Score -1544042 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1544078.250000 Penalty: 4668.420410
	Iteration 20F: 3 clusters Score -1544078 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1544102.250000 Penalty: 4668.420410
	Iteration 21Q: 3 clusters Score -1544102 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1544129.125000 Penalty: 4668.420410
	Iteration 22Q: 3 clusters Score -1544129 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1544150.750000 Penalty: 4668.420410
	Iteration 23Q: 3 clusters Score -1544151 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1544175.625000 Penalty: 4668.420410
	Iteration 24Q: 3 clusters Score -1544176 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1544196.250000 Penalty: 4668.420410
	Iteration 25Q: 3 clusters Score -1544196 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1544227.375000 Penalty: 4668.420410
	Iteration 26Q: 3 clusters Score -1544227 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1544245.000000 Penalty: 4668.420410
	Iteration 27Q: 3 clusters Score -1544245 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1544260.250000 Penalty: 4668.420410
	Iteration 28Q: 3 clusters Score -1544260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1544276.375000 Penalty: 4668.420410
	Iteration 29Q: 3 clusters Score -1544276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1544282.125000 Penalty: 4668.420410
	Iteration 30Q: 3 clusters Score -1544282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1544306.000000 Penalty: 4668.420410
	Iteration 31Q: 3 clusters Score -1544306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1544315.000000 Penalty: 4668.420410
	Iteration 32Q: 3 clusters Score -1544315 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1544328.750000 Penalty: 4668.420410
	Iteration 33Q: 3 clusters Score -1544329 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1544339.250000 Penalty: 4668.420410
	Iteration 34Q: 3 clusters Score -1544339 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1544351.125000 Penalty: 4668.420410
	Iteration 35Q: 3 clusters Score -1544351 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1544368.875000 Penalty: 4668.420410
	Iteration 36Q: 3 clusters Score -1544369 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1544388.500000 Penalty: 4668.420410
	Iteration 37Q: 3 clusters Score -1544388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1544402.250000 Penalty: 4668.420410
	Iteration 38Q: 3 clusters Score -1544402 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1544418.750000 Penalty: 4668.420410
	Iteration 39Q: 3 clusters Score -1544419 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1544427.125000 Penalty: 4668.420410
	Iteration 40F: 3 clusters Score -1544427 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1544437.125000 Penalty: 4668.420410
	Iteration 41Q: 3 clusters Score -1544437 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1544448.000000 Penalty: 4668.420410
	Iteration 42Q: 3 clusters Score -1544448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1544461.500000 Penalty: 4668.420410
	Iteration 43Q: 3 clusters Score -1544462 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1544486.000000 Penalty: 4668.420410
	Iteration 44Q: 3 clusters Score -1544486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1544510.500000 Penalty: 4668.420410
	Iteration 45Q: 3 clusters Score -1544510 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1544532.500000 Penalty: 4668.420410
	Iteration 46Q: 3 clusters Score -1544532 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1544558.500000 Penalty: 4668.420410
	Iteration 47Q: 3 clusters Score -1544558 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1544587.125000 Penalty: 4668.420410
	Iteration 48Q: 3 clusters Score -1544587 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1544626.125000 Penalty: 4668.420410
	Iteration 49Q: 3 clusters Score -1544626 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1544655.875000 Penalty: 4668.420410
	Iteration 50Q: 3 clusters Score -1544656 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1544684.125000 Penalty: 4668.420410
	Iteration 51Q: 3 clusters Score -1544684 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1544718.500000 Penalty: 4668.420410
	Iteration 52Q: 3 clusters Score -1544718 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1544756.375000 Penalty: 4668.420410
	Iteration 53Q: 3 clusters Score -1544756 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1544797.250000 Penalty: 4668.420410
	Iteration 54Q: 3 clusters Score -1544797 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1544839.000000 Penalty: 4668.420410
	Iteration 55Q: 3 clusters Score -1544839 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1544879.000000 Penalty: 4668.420410
	Iteration 56Q: 3 clusters Score -1544879 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1544920.750000 Penalty: 4668.420410
	Iteration 57Q: 3 clusters Score -1544921 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1544958.875000 Penalty: 4668.420410
	Iteration 58Q: 3 clusters Score -1544959 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1544986.750000 Penalty: 4668.420410
	Iteration 59Q: 3 clusters Score -1544987 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1545014.000000 Penalty: 4668.420410
	Iteration 60F: 3 clusters Score -1545014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1545051.625000 Penalty: 4668.420410
	Iteration 61Q: 3 clusters Score -1545052 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1545079.125000 Penalty: 4668.420410
	Iteration 62Q: 3 clusters Score -1545079 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1545102.750000 Penalty: 4668.420410
	Iteration 63Q: 3 clusters Score -1545103 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1545134.500000 Penalty: 4668.420410
	Iteration 64Q: 3 clusters Score -1545134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1545164.000000 Penalty: 4668.420410
	Iteration 65Q: 3 clusters Score -1545164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1545198.125000 Penalty: 4668.420410
	Iteration 66Q: 3 clusters Score -1545198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1545218.375000 Penalty: 4668.420410
	Iteration 67Q: 3 clusters Score -1545218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1545235.375000 Penalty: 4668.420410
	Iteration 68Q: 3 clusters Score -1545235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1545251.250000 Penalty: 4668.420410
	Iteration 69Q: 3 clusters Score -1545251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1545262.250000 Penalty: 4668.420410
	Iteration 70Q: 3 clusters Score -1545262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1545275.125000 Penalty: 4668.420410
	Iteration 71Q: 3 clusters Score -1545275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1545284.750000 Penalty: 4668.420410
	Iteration 72Q: 3 clusters Score -1545285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1545293.000000 Penalty: 4668.420410
	Iteration 73Q: 3 clusters Score -1545293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1545304.375000 Penalty: 4668.420410
	Iteration 74Q: 3 clusters Score -1545304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1545314.500000 Penalty: 4668.420410
	Iteration 75Q: 3 clusters Score -1545314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1545331.875000 Penalty: 4668.420410
	Iteration 76Q: 3 clusters Score -1545332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1545346.125000 Penalty: 4668.420410
	Iteration 77Q: 3 clusters Score -1545346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1545357.250000 Penalty: 4668.420410
	Iteration 78Q: 3 clusters Score -1545357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1545370.125000 Penalty: 4668.420410
	Iteration 79Q: 3 clusters Score -1545370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1545373.500000 Penalty: 4668.420410
	Iteration 80F: 3 clusters Score -1545374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1545381.625000 Penalty: 4668.420410
	Iteration 81Q: 3 clusters Score -1545382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1545386.125000 Penalty: 4668.420410
	Iteration 82Q: 3 clusters Score -1545386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1545394.625000 Penalty: 4668.420410
	Iteration 83Q: 3 clusters Score -1545395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1545396.375000 Penalty: 4668.420410
	Iteration 84Q: 3 clusters Score -1545396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1545400.375000 Penalty: 4668.420410
	Iteration 85Q: 3 clusters Score -1545400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1545404.125000 Penalty: 4668.420410
	Iteration 86Q: 3 clusters Score -1545404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1545402.500000 Penalty: 4668.420410
	Iteration 87Q: 3 clusters Score -1545402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1545404.250000 Penalty: 4668.420410
	Iteration 88Q: 3 clusters Score -1545404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1545404.500000 Penalty: 4668.420410
	Iteration 89Q: 3 clusters Score -1545404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1545404.500000 Penalty: 4668.420410
	Iteration 90F: 3 clusters Score -1545404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Entering Unmasked Estep 
Score: -6026934.500000 Penalty: 2668.197266
	Iteration 0F: 2 clusters Score -6026934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -5995189.500000 Penalty: 5336.394531
	Iteration 0F: 3 clusters Score -5995190 nChanged 21839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -6008025.000000 Penalty: 5336.394531
	Iteration 1F: 3 clusters Score -6008025 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -6009964.000000 Penalty: 5336.394531
	Iteration 2F: 3 clusters Score -6009964 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -6012653.000000 Penalty: 5336.394531
	Iteration 3F: 3 clusters Score -6012653 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -6015314.500000 Penalty: 5336.394531
	Iteration 4F: 3 clusters Score -6015314 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -6017239.500000 Penalty: 5336.394531
	Iteration 5F: 3 clusters Score -6017240 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -6018509.000000 Penalty: 5336.394531
	Iteration 6F: 3 clusters Score -6018509 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -6019149.000000 Penalty: 5336.394531
	Iteration 7Q: 3 clusters Score -6019149 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -6019691.500000 Penalty: 5336.394531
	Iteration 8Q: 3 clusters Score -6019692 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -6020115.000000 Penalty: 5336.394531
	Iteration 9Q: 3 clusters Score -6020115 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -6020527.500000 Penalty: 5336.394531
	Iteration 10Q: 3 clusters Score -6020528 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -6020988.000000 Penalty: 5336.394531
	Iteration 11Q: 3 clusters Score -6020988 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -6021522.500000 Penalty: 5336.394531
	Iteration 12Q: 3 clusters Score -6021522 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -6021970.500000 Penalty: 5336.394531
	Iteration 13Q: 3 clusters Score -6021970 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -6022395.500000 Penalty: 5336.394531
	Iteration 14Q: 3 clusters Score -6022396 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -6022711.000000 Penalty: 5336.394531
	Iteration 15Q: 3 clusters Score -6022711 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -6022898.500000 Penalty: 5336.394531
	Iteration 16Q: 3 clusters Score -6022898 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -6023030.500000 Penalty: 5336.394531
	Iteration 17Q: 3 clusters Score -6023030 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -6023170.500000 Penalty: 5336.394531
	Iteration 18Q: 3 clusters Score -6023170 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -6023275.500000 Penalty: 5336.394531
	Iteration 19Q: 3 clusters Score -6023276 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -6023349.000000 Penalty: 5336.394531
	Iteration 20F: 3 clusters Score -6023349 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -6023438.000000 Penalty: 5336.394531
	Iteration 21Q: 3 clusters Score -6023438 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -6023526.500000 Penalty: 5336.394531
	Iteration 22Q: 3 clusters Score -6023526 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -6023635.500000 Penalty: 5336.394531
	Iteration 23Q: 3 clusters Score -6023636 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -6023700.500000 Penalty: 5336.394531
	Iteration 24Q: 3 clusters Score -6023700 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -6023800.500000 Penalty: 5336.394531
	Iteration 25Q: 3 clusters Score -6023800 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -6023907.000000 Penalty: 5336.394531
	Iteration 26Q: 3 clusters Score -6023907 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -6023973.500000 Penalty: 5336.394531
	Iteration 27Q: 3 clusters Score -6023974 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -6024046.500000 Penalty: 5336.394531
	Iteration 28Q: 3 clusters Score -6024046 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -6024153.500000 Penalty: 5336.394531
	Iteration 29Q: 3 clusters Score -6024154 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -6024241.500000 Penalty: 5336.394531
	Iteration 30Q: 3 clusters Score -6024242 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -6024334.500000 Penalty: 5336.394531
	Iteration 31Q: 3 clusters Score -6024334 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -6024448.500000 Penalty: 5336.394531
	Iteration 32Q: 3 clusters Score -6024448 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -6024548.500000 Penalty: 5336.394531
	Iteration 33Q: 3 clusters Score -6024548 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6024646 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -6024728.500000 Penalty: 5336.394531
	Iteration 35Q: 3 clusters Score -6024728 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -6024773.500000 Penalty: 5336.394531
	Iteration 36Q: 3 clusters Score -6024774 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -6024862.500000 Penalty: 5336.394531
	Iteration 37Q: 3 clusters Score -6024862 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -6024910.000000 Penalty: 5336.394531
	Iteration 38Q: 3 clusters Score -6024910 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -6024974.000000 Penalty: 5336.394531
	Iteration 39Q: 3 clusters Score -6024974 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -6025048.000000 Penalty: 5336.394531
	Iteration 40F: 3 clusters Score -6025048 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -6025112.500000 Penalty: 5336.394531
	Iteration 41Q: 3 clusters Score -6025112 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -6025152.000000 Penalty: 5336.394531
	Iteration 42Q: 3 clusters Score -6025152 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -6025184.000000 Penalty: 5336.394531
	Iteration 43Q: 3 clusters Score -6025184 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -6025253.500000 Penalty: 5336.394531
	Iteration 44Q: 3 clusters Score -6025254 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -6025273.500000 Penalty: 5336.394531
	Iteration 45Q: 3 clusters Score -6025274 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -6025299.000000 Penalty: 5336.394531
	Iteration 46Q: 3 clusters Score -6025299 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -6025328.500000 Penalty: 5336.394531
	Iteration 47Q: 3 clusters Score -6025328 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -6025348.500000 Penalty: 5336.394531
	Iteration 48Q: 3 clusters Score -6025348 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -6025355.500000 Penalty: 5336.394531
	Iteration 49Q: 3 clusters Score -6025356 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -6025381.000000 Penalty: 5336.394531
	Iteration 50Q: 3 clusters Score -6025381 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -6025395.500000 Penalty: 5336.394531
	Iteration 51Q: 3 clusters Score -6025396 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -6025410.500000 Penalty: 5336.394531
	Iteration 52Q: 3 clusters Score -6025410 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -6025415.000000 Penalty: 5336.394531
	Iteration 53Q: 3 clusters Score -6025415 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -6025463.000000 Penalty: 5336.394531
	Iteration 54Q: 3 clusters Score -6025463 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -6025477.000000 Penalty: 5336.394531
	Iteration 55Q: 3 clusters Score -6025477 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -6025485.500000 Penalty: 5336.394531
	Iteration 56Q: 3 clusters Score -6025486 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -6025514.500000 Penalty: 5336.394531
	Iteration 57Q: 3 clusters Score -6025514 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -6025520.000000 Penalty: 5336.394531
	Iteration 58Q: 3 clusters Score -6025520 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -6025530.000000 Penalty: 5336.394531
	Iteration 59Q: 3 clusters Score -6025530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -6025531.500000 Penalty: 5336.394531
	Iteration 60F: 3 clusters Score -6025532 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -6025537.500000 Penalty: 5336.394531
	Iteration 61Q: 3 clusters Score -6025538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -6025538.500000 Penalty: 5336.394531
	Iteration 62Q: 3 clusters Score -6025538 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -6025553.500000 Penalty: 5336.394531
	Iteration 63Q: 3 clusters Score -6025554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -6025560.000000 Penalty: 5336.394531
	Iteration 64Q: 3 clusters Score -6025560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -6025572.000000 Penalty: 5336.394531
	Iteration 65Q: 3 clusters Score -6025572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -6025584.500000 Penalty: 5336.394531
	Iteration 66Q: 3 clusters Score -6025584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -6025598.000000 Penalty: 5336.394531
	Iteration 67Q: 3 clusters Score -6025598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -6025594.500000 Penalty: 5336.394531
	Iteration 68Q: 3 clusters Score -6025594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -6025606.000000 Penalty: 5336.394531
	Iteration 69Q: 3 clusters Score -6025606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -6025607.500000 Penalty: 5336.394531
	Iteration 70Q: 3 clusters Score -6025608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -6025611.000000 Penalty: 5336.394531
	Iteration 71Q: 3 clusters Score -6025611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -6025617.000000 Penalty: 5336.394531
	Iteration 72Q: 3 clusters Score -6025617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -6025602.000000 Penalty: 5336.394531
	Iteration 73Q: 3 clusters Score -6025602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -6025602.000000 Penalty: 5336.394531
	Iteration 74Q: 3 clusters Score -6025602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -6025604.500000 Penalty: 5336.394531
	Iteration 75Q: 3 clusters Score -6025604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -6025611.000000 Penalty: 5336.394531
	Iteration 76Q: 3 clusters Score -6025611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -6025612.000000 Penalty: 5336.394531
	Iteration 77Q: 3 clusters Score -6025612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -6025610.000000 Penalty: 5336.394531
	Iteration 78Q: 3 clusters Score -6025610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -6025606.500000 Penalty: 5336.394531
	Iteration 79Q: 3 clusters Score -6025606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -6025619.500000 Penalty: 5336.394531
	Iteration 80F: 3 clusters Score -6025620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -6025615.000000 Penalty: 5336.394531
	Iteration 81Q: 3 clusters Score -6025615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -6025616.000000 Penalty: 5336.394531
	Iteration 82Q: 3 clusters Score -6025616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -6025611.500000 Penalty: 5336.394531
	Iteration 83Q: 3 clusters Score -6025612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -6025620.000000 Penalty: 5336.394531
	Iteration 84Q: 3 clusters Score -6025620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -6025616.000000 Penalty: 5336.394531
	Iteration 85Q: 3 clusters Score -6025616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -6025616.000000 Penalty: 5336.394531
	Iteration 86F: 3 clusters Score -6025616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Entering Unmasked Estep 
Score: -1974127.375000 Penalty: 2386.499023
	Iteration 0F: 2 clusters Score -1974127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1963298.750000 Penalty: 4772.998047
	Iteration 0F: 3 clusters Score -1963299 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1966986.125000 Penalty: 4772.998047
	Iteration 1F: 3 clusters Score -1966986 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1967666.625000 Penalty: 4772.998047
	Iteration 2F: 3 clusters Score -1967667 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1968391.500000 Penalty: 4772.998047
	Iteration 3F: 3 clusters Score -1968392 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1969178.375000 Penalty: 4772.998047
	Iteration 4F: 3 clusters Score -1969178 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1969854.500000 Penalty: 4772.998047
	Iteration 5F: 3 clusters Score -1969854 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1970434.000000 Penalty: 4772.998047
	Iteration 6F: 3 clusters Score -1970434 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1970816.500000 Penalty: 4772.998047
	Iteration 7Q: 3 clusters Score -1970816 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1971025.250000 Penalty: 4772.998047
	Iteration 8Q: 3 clusters Score -1971025 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1971172.500000 Penalty: 4772.998047
	Iteration 9Q: 3 clusters Score -1971172 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1971266.500000 Penalty: 4772.998047
	Iteration 10Q: 3 clusters Score -1971266 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1971330.125000 Penalty: 4772.998047
	Iteration 11Q: 3 clusters Score -1971330 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1971387.500000 Penalty: 4772.998047
	Iteration 12Q: 3 clusters Score -1971388 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1971419.375000 Penalty: 4772.998047
	Iteration 13Q: 3 clusters Score -1971419 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1971465.375000 Penalty: 4772.998047
	Iteration 14Q: 3 clusters Score -1971465 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1971498.875000 Penalty: 4772.998047
	Iteration 15Q: 3 clusters Score -1971499 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1971538.000000 Penalty: 4772.998047
	Iteration 16Q: 3 clusters Score -1971538 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1971578.500000 Penalty: 4772.998047
	Iteration 17Q: 3 clusters Score -1971578 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1971609.750000 Penalty: 4772.998047
	Iteration 18Q: 3 clusters Score -1971610 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1971636.500000 Penalty: 4772.998047
	Iteration 19Q: 3 clusters Score -1971636 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1971666.250000 Penalty: 4772.998047
	Iteration 20F: 3 clusters Score -1971666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1971684.625000 Penalty: 4772.998047
	Iteration 21Q: 3 clusters Score -1971685 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1971704.625000 Penalty: 4772.998047
	Iteration 22Q: 3 clusters Score -1971705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1971719.500000 Penalty: 4772.998047
	Iteration 23Q: 3 clusters Score -1971720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1971738.375000 Penalty: 4772.998047
	Iteration 24Q: 3 clusters Score -1971738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1971754.000000 Penalty: 4772.998047
	Iteration 25Q: 3 clusters Score -1971754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1971767.375000 Penalty: 4772.998047
	Iteration 26Q: 3 clusters Score -1971767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1971780.500000 Penalty: 4772.998047
	Iteration 27Q: 3 clusters Score -1971780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1971791.500000 Penalty: 4772.998047
	Iteration 28Q: 3 clusters Score -1971792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1971811.000000 Penalty: 4772.998047
	Iteration 29Q: 3 clusters Score -1971811 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1971835.750000 Penalty: 4772.998047
	Iteration 30Q: 3 clusters Score -1971836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1971853.750000 Penalty: 4772.998047
	Iteration 31Q: 3 clusters Score -1971854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1971868.875000 Penalty: 4772.998047
	Iteration 32Q: 3 clusters Score -1971869 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1971888.000000 Penalty: 4772.998047
	Iteration 33Q: 3 clusters Score -1971888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1971898.125000 Penalty: 4772.998047
	Iteration 34Q: 3 clusters Score -1971898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1971914.250000 Penalty: 4772.998047
	Iteration 35Q: 3 clusters Score -1971914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1971926.250000 Penalty: 4772.998047
	Iteration 36Q: 3 clusters Score -1971926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1971940.625000 Penalty: 4772.998047
	Iteration 37Q: 3 clusters Score -1971941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1971949.875000 Penalty: 4772.998047
	Iteration 38Q: 3 clusters Score -1971950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1971958.750000 Penalty: 4772.998047
	Iteration 39Q: 3 clusters Score -1971959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1971973.125000 Penalty: 4772.998047
	Iteration 40F: 3 clusters Score -1971973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1971981.250000 Penalty: 4772.998047
	Iteration 41Q: 3 clusters Score -1971981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1972002.500000 Penalty: 4772.998047
	Iteration 42Q: 3 clusters Score -1972002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1972025.125000 Penalty: 4772.998047
	Iteration 43Q: 3 clusters Score -1972025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1972032.375000 Penalty: 4772.998047
	Iteration 44Q: 3 clusters Score -1972032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1972044.500000 Penalty: 4772.998047
	Iteration 45Q: 3 clusters Score -1972044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1972048.375000 Penalty: 4772.998047
	Iteration 46Q: 3 clusters Score -1972048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1972056.125000 Penalty: 4772.998047
	Iteration 47Q: 3 clusters Score -1972056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1972057.625000 Penalty: 4772.998047
	Iteration 48Q: 3 clusters Score -1972058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1972055.875000 Penalty: 4772.998047
	Iteration 49Q: 3 clusters Score -1972056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1972058.375000 Penalty: 4772.998047
	Iteration 50Q: 3 clusters Score -1972058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1972059.625000 Penalty: 4772.998047
	Iteration 51Q: 3 clusters Score -1972060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1972061.625000 Penalty: 4772.998047
	Iteration 52Q: 3 clusters Score -1972062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1972064.500000 Penalty: 4772.998047
	Iteration 53Q: 3 clusters Score -1972064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1972064.500000 Penalty: 4772.998047
	Iteration 54F: 3 clusters Score -1972064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Entering Unmasked Estep 
Score: -3017917.750000 Penalty: 2509.382568
	Iteration 0F: 2 clusters Score -3017918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -3000656.500000 Penalty: 5018.765137
	Iteration 0F: 3 clusters Score -3000656 nChanged 11062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -3006839.000000 Penalty: 5018.765137
	Iteration 1F: 3 clusters Score -3006839 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -3007568.000000 Penalty: 5018.765137
	Iteration 2F: 3 clusters Score -3007568 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -3008262.500000 Penalty: 5018.765137
	Iteration 3F: 3 clusters Score -3008262 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -3009010.000000 Penalty: 5018.765137
	Iteration 4F: 3 clusters Score -3009010 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -3009899.750000 Penalty: 5018.765137
	Iteration 5F: 3 clusters Score -3009900 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -3010994.750000 Penalty: 5018.765137
	Iteration 6F: 3 clusters Score -3010995 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3012205.250000 Penalty: 5018.765137
	Iteration 7F: 3 clusters Score -3012205 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -3013243.750000 Penalty: 5018.765137
	Iteration 8F: 3 clusters Score -3013244 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3013932.500000 Penalty: 5018.765137
	Iteration 9Q: 3 clusters Score -3013932 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -3014393.500000 Penalty: 5018.765137
	Iteration 10Q: 3 clusters Score -3014394 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -3014655.750000 Penalty: 5018.765137
	Iteration 11Q: 3 clusters Score -3014656 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -3014845.750000 Penalty: 5018.765137
	Iteration 12Q: 3 clusters Score -3014846 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3014960.750000 Penalty: 5018.765137
	Iteration 13Q: 3 clusters Score -3014961 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -3015056.000000 Penalty: 5018.765137
	Iteration 14Q: 3 clusters Score -3015056 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3015133.500000 Penalty: 5018.765137
	Iteration 15Q: 3 clusters Score -3015134 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3015171.500000 Penalty: 5018.765137
	Iteration 16Q: 3 clusters Score -3015172 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3015216.500000 Penalty: 5018.765137
	Iteration 17Q: 3 clusters Score -3015216 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -3015240.500000 Penalty: 5018.765137
	Iteration 18Q: 3 clusters Score -3015240 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3015259.000000 Penalty: 5018.765137
	Iteration 19Q: 3 clusters Score -3015259 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -3015291.000000 Penalty: 5018.765137
	Iteration 20F: 3 clusters Score -3015291 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -3015309.000000 Penalty: 5018.765137
	Iteration 21Q: 3 clusters Score -3015309 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -3015325.500000 Penalty: 5018.765137
	Iteration 22Q: 3 clusters Score -3015326 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3015344.500000 Penalty: 5018.765137
	Iteration 23Q: 3 clusters Score -3015344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3015363.500000 Penalty: 5018.765137
	Iteration 24Q: 3 clusters Score -3015364 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3015382.750000 Penalty: 5018.765137
	Iteration 25Q: 3 clusters Score -3015383 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3015381.250000 Penalty: 5018.765137
	Iteration 26Q: 3 clusters Score -3015381 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3015403.000000 Penalty: 5018.765137
	Iteration 27Q: 3 clusters Score -3015403 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -3015424.500000 Penalty: 5018.765137
	Iteration 28Q: 3 clusters Score -3015424 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3015428.750000 Penalty: 5018.765137
	Iteration 29Q: 3 clusters Score -3015429 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3015422.000000 Penalty: 5018.765137
	Iteration 30Q: 3 clusters Score -3015422 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3015430.500000 Penalty: 5018.765137
	Iteration 31Q: 3 clusters Score -3015430 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -3015438.750000 Penalty: 5018.765137
	Iteration 32Q: 3 clusters Score -3015439 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3015442.500000 Penalty: 5018.765137
	Iteration 33Q: 3 clusters Score -3015442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3015450.750000 Penalty: 5018.765137
	Iteration 34Q: 3 clusters Score -3015451 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3015452.500000 Penalty: 5018.765137
	Iteration 35Q: 3 clusters Score -3015452 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3015469.750000 Penalty: 5018.765137
	Iteration 36Q: 3 clusters Score -3015470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3015472.250000 Penalty: 5018.765137
	Iteration 37Q: 3 clusters Score -3015472 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3015478.500000 Penalty: 5018.765137
	Iteration 38Q: 3 clusters Score -3015478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -3015488.500000 Penalty: 5018.765137
	Iteration 39Q: 3 clusters Score -3015488 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3015506.500000 Penalty: 5018.765137
	Iteration 40F: 3 clusters Score -3015506 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -3015506.250000 Penalty: 5018.765137
	Iteration 41Q: 3 clusters Score -3015506 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3015523.000000 Penalty: 5018.765137
	Iteration 42Q: 3 clusters Score -3015523 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -3015537.000000 Penalty: 5018.765137
	Iteration 43Q: 3 clusters Score -3015537 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -3015570.000000 Penalty: 5018.765137
	Iteration 44Q: 3 clusters Score -3015570 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -3015577.750000 Penalty: 5018.765137
	Iteration 45Q: 3 clusters Score -3015578 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -3015583.500000 Penalty: 5018.765137
	Iteration 46Q: 3 clusters Score -3015584 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -3015616.000000 Penalty: 5018.765137
	Iteration 47Q: 3 clusters Score -3015616 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -3015638.500000 Penalty: 5018.765137
	Iteration 48Q: 3 clusters Score -3015638 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -3015662.500000 Penalty: 5018.765137
	Iteration 49Q: 3 clusters Score -3015662 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3015674.750000 Penalty: 5018.765137
	Iteration 50Q: 3 clusters Score -3015675 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3015682.250000 Penalty: 5018.765137
	Iteration 51Q: 3 clusters Score -3015682 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -3015701.250000 Penalty: 5018.765137
	Iteration 52Q: 3 clusters Score -3015701 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -3015705.750000 Penalty: 5018.765137
	Iteration 53Q: 3 clusters Score -3015706 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3015722.250000 Penalty: 5018.765137
	Iteration 54Q: 3 clusters Score -3015722 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -3015724.250000 Penalty: 5018.765137
	Iteration 55Q: 3 clusters Score -3015724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3015739.250000 Penalty: 5018.765137
	Iteration 56Q: 3 clusters Score -3015739 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -3015745.500000 Penalty: 5018.765137
	Iteration 57Q: 3 clusters Score -3015746 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -3015752.250000 Penalty: 5018.765137
	Iteration 58Q: 3 clusters Score -3015752 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3015752.750000 Penalty: 5018.765137
	Iteration 59Q: 3 clusters Score -3015753 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -3015760.000000 Penalty: 5018.765137
	Iteration 60F: 3 clusters Score -3015760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -3015768.250000 Penalty: 5018.765137
	Iteration 61Q: 3 clusters Score -3015768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -3015770.750000 Penalty: 5018.765137
	Iteration 62Q: 3 clusters Score -3015771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -3015774.250000 Penalty: 5018.765137
	Iteration 63Q: 3 clusters Score -3015774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -3015787.000000 Penalty: 5018.765137
	Iteration 64Q: 3 clusters Score -3015787 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -3015798.500000 Penalty: 5018.765137
	Iteration 65Q: 3 clusters Score -3015798 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -3015803.250000 Penalty: 5018.765137
	Iteration 66Q: 3 clusters Score -3015803 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -3015816.250000 Penalty: 5018.765137
	Iteration 67Q: 3 clusters Score -3015816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3015823.250000 Penalty: 5018.765137
	Iteration 68Q: 3 clusters Score -3015823 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -3015818.750000 Penalty: 5018.765137
	Iteration 69Q: 3 clusters Score -3015819 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -3015825.000000 Penalty: 5018.765137
	Iteration 70Q: 3 clusters Score -3015825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3015837.500000 Penalty: 5018.765137
	Iteration 71Q: 3 clusters Score -3015838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -3015839.500000 Penalty: 5018.765137
	Iteration 72Q: 3 clusters Score -3015840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -3015850.750000 Penalty: 5018.765137
	Iteration 73Q: 3 clusters Score -3015851 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -3015852.000000 Penalty: 5018.765137
	Iteration 74Q: 3 clusters Score -3015852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3015858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3015859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3015871 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3015873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3015868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3015872 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3015884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3015892 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3015895 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3015898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3015893 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3015904 nChanged 21
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Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3015907 nChanged 21
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Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3015905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3015911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3015920 nChanged 25
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Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3015922 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3015920 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -3015921.000000 Penalty: 5018.765137
	Iteration 93Q: 3 clusters Score -3015921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3015915.000000 Penalty: 5018.765137
	Iteration 94Q: 3 clusters Score -3015915 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3015924 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3015937 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3015939 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3015944 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3015950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3015948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3015958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3015960 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3015954 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3015960 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3015962 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3015962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3015975 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3015980 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3015980 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3015985 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3015990 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3015993 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3015994 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3015994 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3015994 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3015998 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3015996 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3015996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3015997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -3015992.500000 Penalty: 5018.765137
	Iteration 120F: 3 clusters Score -3015992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3015996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3015998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3015994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -3016008.750000 Penalty: 5018.765137
	Iteration 124Q: 3 clusters Score -3016009 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3016007.500000 Penalty: 5018.765137
	Iteration 125Q: 3 clusters Score -3016008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3016006.250000 Penalty: 5018.765137
	Iteration 126Q: 3 clusters Score -3016006 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3016006 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -3016010.000000 Penalty: 5018.765137
	Iteration 128Q: 3 clusters Score -3016010 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -3016020.500000 Penalty: 5018.765137
	Iteration 129Q: 3 clusters Score -3016020 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3016016 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -3016030.000000 Penalty: 5018.765137
	Iteration 131Q: 3 clusters Score -3016030 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -3016037.250000 Penalty: 5018.765137
	Iteration 132Q: 3 clusters Score -3016037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -3016036.000000 Penalty: 5018.765137
	Iteration 133Q: 3 clusters Score -3016036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -3016031.500000 Penalty: 5018.765137
	Iteration 134Q: 3 clusters Score -3016032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -3016037.500000 Penalty: 5018.765137
	Iteration 135Q: 3 clusters Score -3016038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -3016049.250000 Penalty: 5018.765137
	Iteration 136Q: 3 clusters Score -3016049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3016046.500000 Penalty: 5018.765137
	Iteration 137Q: 3 clusters Score -3016046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3016041.500000 Penalty: 5018.765137
	Iteration 138Q: 3 clusters Score -3016042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -3016041.250000 Penalty: 5018.765137
	Iteration 139Q: 3 clusters Score -3016041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3016043.000000 Penalty: 5018.765137
	Iteration 140F: 3 clusters Score -3016043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -3016040.500000 Penalty: 5018.765137
	Iteration 141Q: 3 clusters Score -3016040 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3016042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -3016046.500000 Penalty: 5018.765137
	Iteration 143Q: 3 clusters Score -3016046 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -3016044.000000 Penalty: 5018.765137
	Iteration 144Q: 3 clusters Score -3016044 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3016046 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -3016047.000000 Penalty: 5018.765137
	Iteration 146Q: 3 clusters Score -3016047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3016046.000000 Penalty: 5018.765137
	Iteration 147Q: 3 clusters Score -3016046 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3016045.500000 Penalty: 5018.765137
	Iteration 148Q: 3 clusters Score -3016046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -3016048.750000 Penalty: 5018.765137
	Iteration 149Q: 3 clusters Score -3016049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -3016046.000000 Penalty: 5018.765137
	Iteration 150Q: 3 clusters Score -3016046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3016050.750000 Penalty: 5018.765137
	Iteration 151Q: 3 clusters Score -3016051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -3016050.000000 Penalty: 5018.765137
	Iteration 152Q: 3 clusters Score -3016050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -3016054.250000 Penalty: 5018.765137
	Iteration 153Q: 3 clusters Score -3016054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -3016055.000000 Penalty: 5018.765137
	Iteration 154Q: 3 clusters Score -3016055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3016054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -3016055.000000 Penalty: 5018.765137
	Iteration 156Q: 3 clusters Score -3016055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3016056.500000 Penalty: 5018.765137
	Iteration 157Q: 3 clusters Score -3016056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3016057.000000 Penalty: 5018.765137
	Iteration 158Q: 3 clusters Score -3016057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3016063.000000 Penalty: 5018.765137
	Iteration 159Q: 3 clusters Score -3016063 nChanged 1
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Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3016064.750000 Penalty: 5018.765137
	Iteration 160F: 3 clusters Score -3016065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -3016062.250000 Penalty: 5018.765137
	Iteration 161Q: 3 clusters Score -3016062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -3016059.250000 Penalty: 5018.765137
	Iteration 162Q: 3 clusters Score -3016059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -3016059.250000 Penalty: 5018.765137
	Iteration 163Q: 3 clusters Score -3016059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -3016056.250000 Penalty: 5018.765137
	Iteration 164Q: 3 clusters Score -3016056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -3016063.500000 Penalty: 5018.765137
	Iteration 165Q: 3 clusters Score -3016064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3016061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3016058 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
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	Iteration 168F: 3 clusters Score -3016058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Entering Unmasked Estep 
Score: -3193439.250000 Penalty: 2514.911133
	Iteration 0F: 2 clusters Score -3193439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3175798.500000 Penalty: 5029.822266
	Iteration 0F: 3 clusters Score -3175798 nChanged 11408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3181999.000000 Penalty: 5029.822266
	Iteration 1F: 3 clusters Score -3181999 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3182401.000000 Penalty: 5029.822266
	Iteration 2Q: 3 clusters Score -3182401 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -3182762.750000 Penalty: 5029.822266
	Iteration 3Q: 3 clusters Score -3182763 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -3183085.500000 Penalty: 5029.822266
	Iteration 4Q: 3 clusters Score -3183086 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3183509.500000 Penalty: 5029.822266
	Iteration 5Q: 3 clusters Score -3183510 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -3184169.500000 Penalty: 5029.822266
	Iteration 6Q: 3 clusters Score -3184170 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -3185241.500000 Penalty: 5029.822266
	Iteration 7F: 3 clusters Score -3185242 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -3186796.750000 Penalty: 5029.822266
	Iteration 8F: 3 clusters Score -3186797 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -3188573.750000 Penalty: 5029.822266
	Iteration 9F: 3 clusters Score -3188574 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -3190088.750000 Penalty: 5029.822266
	Iteration 10F: 3 clusters Score -3190089 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3191200.250000 Penalty: 5029.822266
	Iteration 11F: 3 clusters Score -3191200 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3191836.500000 Penalty: 5029.822266
	Iteration 12Q: 3 clusters Score -3191836 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3192275.500000 Penalty: 5029.822266
	Iteration 13Q: 3 clusters Score -3192276 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3192581.250000 Penalty: 5029.822266
	Iteration 14Q: 3 clusters Score -3192581 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3192766.750000 Penalty: 5029.822266
	Iteration 15Q: 3 clusters Score -3192767 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3192870.750000 Penalty: 5029.822266
	Iteration 16Q: 3 clusters Score -3192871 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3192931.750000 Penalty: 5029.822266
	Iteration 17Q: 3 clusters Score -3192932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3192954.750000 Penalty: 5029.822266
	Iteration 18Q: 3 clusters Score -3192955 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3192971.250000 Penalty: 5029.822266
	Iteration 19Q: 3 clusters Score -3192971 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3192987.500000 Penalty: 5029.822266
	Iteration 20F: 3 clusters Score -3192988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3192995.000000 Penalty: 5029.822266
	Iteration 21Q: 3 clusters Score -3192995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3193003.750000 Penalty: 5029.822266
	Iteration 22Q: 3 clusters Score -3193004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3193005.500000 Penalty: 5029.822266
	Iteration 23Q: 3 clusters Score -3193006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3193013.500000 Penalty: 5029.822266
	Iteration 24Q: 3 clusters Score -3193014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3193013.000000 Penalty: 5029.822266
	Iteration 25Q: 3 clusters Score -3193013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3193020.000000 Penalty: 5029.822266
	Iteration 26Q: 3 clusters Score -3193020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3193013.500000 Penalty: 5029.822266
	Iteration 27Q: 3 clusters Score -3193014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3193013.500000 Penalty: 5029.822266
	Iteration 28F: 3 clusters Score -3193014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Entering Unmasked Estep 
Score: -2600670.500000 Penalty: 2455.729980
	Iteration 0F: 2 clusters Score -2600670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2586584.000000 Penalty: 4911.459961
	Iteration 0F: 3 clusters Score -2586584 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2591264.000000 Penalty: 4911.459961
	Iteration 1F: 3 clusters Score -2591264 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2591677.250000 Penalty: 4911.459961
	Iteration 2F: 3 clusters Score -2591677 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2592037.000000 Penalty: 4911.459961
	Iteration 3Q: 3 clusters Score -2592037 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2592426.500000 Penalty: 4911.459961
	Iteration 4Q: 3 clusters Score -2592426 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2592848.000000 Penalty: 4911.459961
	Iteration 5Q: 3 clusters Score -2592848 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2593272.750000 Penalty: 4911.459961
	Iteration 6Q: 3 clusters Score -2593273 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2593674.250000 Penalty: 4911.459961
	Iteration 7Q: 3 clusters Score -2593674 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2594043.500000 Penalty: 4911.459961
	Iteration 8Q: 3 clusters Score -2594044 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2594431.000000 Penalty: 4911.459961
	Iteration 9Q: 3 clusters Score -2594431 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2594883.000000 Penalty: 4911.459961
	Iteration 10Q: 3 clusters Score -2594883 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2595349.500000 Penalty: 4911.459961
	Iteration 11Q: 3 clusters Score -2595350 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2595847.250000 Penalty: 4911.459961
	Iteration 12Q: 3 clusters Score -2595847 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2596309.750000 Penalty: 4911.459961
	Iteration 13Q: 3 clusters Score -2596310 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2596621.250000 Penalty: 4911.459961
	Iteration 14Q: 3 clusters Score -2596621 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2596875.500000 Penalty: 4911.459961
	Iteration 15Q: 3 clusters Score -2596876 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2597071.500000 Penalty: 4911.459961
	Iteration 16Q: 3 clusters Score -2597072 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2597239.250000 Penalty: 4911.459961
	Iteration 17Q: 3 clusters Score -2597239 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2597410.750000 Penalty: 4911.459961
	Iteration 18Q: 3 clusters Score -2597411 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2597591.750000 Penalty: 4911.459961
	Iteration 19Q: 3 clusters Score -2597592 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2597727.500000 Penalty: 4911.459961
	Iteration 20F: 3 clusters Score -2597728 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2597875.750000 Penalty: 4911.459961
	Iteration 21Q: 3 clusters Score -2597876 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2598017.250000 Penalty: 4911.459961
	Iteration 22Q: 3 clusters Score -2598017 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2598154.250000 Penalty: 4911.459961
	Iteration 23Q: 3 clusters Score -2598154 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2598295.000000 Penalty: 4911.459961
	Iteration 24Q: 3 clusters Score -2598295 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2598418.500000 Penalty: 4911.459961
	Iteration 25Q: 3 clusters Score -2598418 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2598546.000000 Penalty: 4911.459961
	Iteration 26Q: 3 clusters Score -2598546 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2598660.500000 Penalty: 4911.459961
	Iteration 27Q: 3 clusters Score -2598660 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2598708.750000 Penalty: 4911.459961
	Iteration 28Q: 3 clusters Score -2598709 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2598759.500000 Penalty: 4911.459961
	Iteration 29Q: 3 clusters Score -2598760 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2598794.000000 Penalty: 4911.459961
	Iteration 30Q: 3 clusters Score -2598794 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2598835.250000 Penalty: 4911.459961
	Iteration 31Q: 3 clusters Score -2598835 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2598876.500000 Penalty: 4911.459961
	Iteration 32Q: 3 clusters Score -2598876 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2598899.000000 Penalty: 4911.459961
	Iteration 33Q: 3 clusters Score -2598899 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2598921.000000 Penalty: 4911.459961
	Iteration 34Q: 3 clusters Score -2598921 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2598946.500000 Penalty: 4911.459961
	Iteration 35Q: 3 clusters Score -2598946 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2598972.750000 Penalty: 4911.459961
	Iteration 36Q: 3 clusters Score -2598973 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2598998.500000 Penalty: 4911.459961
	Iteration 37Q: 3 clusters Score -2598998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2599022.750000 Penalty: 4911.459961
	Iteration 38Q: 3 clusters Score -2599023 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2599044.000000 Penalty: 4911.459961
	Iteration 39Q: 3 clusters Score -2599044 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2599065.000000 Penalty: 4911.459961
	Iteration 40F: 3 clusters Score -2599065 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2599097.250000 Penalty: 4911.459961
	Iteration 41Q: 3 clusters Score -2599097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2599113.250000 Penalty: 4911.459961
	Iteration 42Q: 3 clusters Score -2599113 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2599132.750000 Penalty: 4911.459961
	Iteration 43Q: 3 clusters Score -2599133 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2599157.250000 Penalty: 4911.459961
	Iteration 44Q: 3 clusters Score -2599157 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2599185.500000 Penalty: 4911.459961
	Iteration 45Q: 3 clusters Score -2599186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2599200.750000 Penalty: 4911.459961
	Iteration 46Q: 3 clusters Score -2599201 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2599229.000000 Penalty: 4911.459961
	Iteration 47Q: 3 clusters Score -2599229 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2599255.000000 Penalty: 4911.459961
	Iteration 48Q: 3 clusters Score -2599255 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2599273.250000 Penalty: 4911.459961
	Iteration 49Q: 3 clusters Score -2599273 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2599305.250000 Penalty: 4911.459961
	Iteration 50Q: 3 clusters Score -2599305 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2599324.250000 Penalty: 4911.459961
	Iteration 51Q: 3 clusters Score -2599324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2599351.000000 Penalty: 4911.459961
	Iteration 52Q: 3 clusters Score -2599351 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2599371.500000 Penalty: 4911.459961
	Iteration 53Q: 3 clusters Score -2599372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2599390.500000 Penalty: 4911.459961
	Iteration 54Q: 3 clusters Score -2599390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2599411.500000 Penalty: 4911.459961
	Iteration 55Q: 3 clusters Score -2599412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2599429.250000 Penalty: 4911.459961
	Iteration 56Q: 3 clusters Score -2599429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2599438.000000 Penalty: 4911.459961
	Iteration 57Q: 3 clusters Score -2599438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2599446.500000 Penalty: 4911.459961
	Iteration 58Q: 3 clusters Score -2599446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2599462.500000 Penalty: 4911.459961
	Iteration 59Q: 3 clusters Score -2599462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2599478.500000 Penalty: 4911.459961
	Iteration 60F: 3 clusters Score -2599478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2599486.500000 Penalty: 4911.459961
	Iteration 61Q: 3 clusters Score -2599486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2599497.750000 Penalty: 4911.459961
	Iteration 62Q: 3 clusters Score -2599498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2599505.250000 Penalty: 4911.459961
	Iteration 63Q: 3 clusters Score -2599505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2599512.500000 Penalty: 4911.459961
	Iteration 64Q: 3 clusters Score -2599512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2599524.500000 Penalty: 4911.459961
	Iteration 65Q: 3 clusters Score -2599524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2599532.000000 Penalty: 4911.459961
	Iteration 66Q: 3 clusters Score -2599532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2599546.500000 Penalty: 4911.459961
	Iteration 67Q: 3 clusters Score -2599546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2599556.000000 Penalty: 4911.459961
	Iteration 68Q: 3 clusters Score -2599556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2599560.750000 Penalty: 4911.459961
	Iteration 69Q: 3 clusters Score -2599561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2599566.000000 Penalty: 4911.459961
	Iteration 70Q: 3 clusters Score -2599566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2599564.750000 Penalty: 4911.459961
	Iteration 71Q: 3 clusters Score -2599565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2599564.250000 Penalty: 4911.459961
	Iteration 72Q: 3 clusters Score -2599564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2599566.750000 Penalty: 4911.459961
	Iteration 73Q: 3 clusters Score -2599567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2599566.750000 Penalty: 4911.459961
	Iteration 74F: 3 clusters Score -2599567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Entering Unmasked Estep 
Score: -1070268.125000 Penalty: 2241.956055
	Iteration 0F: 2 clusters Score -1070268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1063643.625000 Penalty: 4483.912109
	Iteration 0F: 3 clusters Score -1063644 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1065482.000000 Penalty: 4483.912109
	Iteration 1F: 3 clusters Score -1065482 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1065884.125000 Penalty: 4483.912109
	Iteration 2F: 3 clusters Score -1065884 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1066265.625000 Penalty: 4483.912109
	Iteration 3F: 3 clusters Score -1066266 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1066692.625000 Penalty: 4483.912109
	Iteration 4F: 3 clusters Score -1066693 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1067164.500000 Penalty: 4483.912109
	Iteration 5F: 3 clusters Score -1067164 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1067598.250000 Penalty: 4483.912109
	Iteration 6F: 3 clusters Score -1067598 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1067886.000000 Penalty: 4483.912109
	Iteration 7Q: 3 clusters Score -1067886 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1068124.750000 Penalty: 4483.912109
	Iteration 8Q: 3 clusters Score -1068125 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1068318.375000 Penalty: 4483.912109
	Iteration 9Q: 3 clusters Score -1068318 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1068493.625000 Penalty: 4483.912109
	Iteration 10Q: 3 clusters Score -1068494 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1068663.875000 Penalty: 4483.912109
	Iteration 11Q: 3 clusters Score -1068664 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1068812.000000 Penalty: 4483.912109
	Iteration 12Q: 3 clusters Score -1068812 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1068928.375000 Penalty: 4483.912109
	Iteration 13Q: 3 clusters Score -1068928 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1069009.250000 Penalty: 4483.912109
	Iteration 14Q: 3 clusters Score -1069009 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1069083.375000 Penalty: 4483.912109
	Iteration 15Q: 3 clusters Score -1069083 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1069155.750000 Penalty: 4483.912109
	Iteration 16Q: 3 clusters Score -1069156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1069220.250000 Penalty: 4483.912109
	Iteration 17Q: 3 clusters Score -1069220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1069270.625000 Penalty: 4483.912109
	Iteration 18Q: 3 clusters Score -1069271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1069300.250000 Penalty: 4483.912109
	Iteration 19Q: 3 clusters Score -1069300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1069327.875000 Penalty: 4483.912109
	Iteration 20F: 3 clusters Score -1069328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1069337.625000 Penalty: 4483.912109
	Iteration 21Q: 3 clusters Score -1069338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1069339.750000 Penalty: 4483.912109
	Iteration 22Q: 3 clusters Score -1069340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1069341.250000 Penalty: 4483.912109
	Iteration 23Q: 3 clusters Score -1069341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1069346.000000 Penalty: 4483.912109
	Iteration 24Q: 3 clusters Score -1069346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1069348.375000 Penalty: 4483.912109
	Iteration 25Q: 3 clusters Score -1069348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1069352.125000 Penalty: 4483.912109
	Iteration 26Q: 3 clusters Score -1069352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1069351.125000 Penalty: 4483.912109
	Iteration 27Q: 3 clusters Score -1069351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1069354.500000 Penalty: 4483.912109
	Iteration 28Q: 3 clusters Score -1069354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1069355.000000 Penalty: 4483.912109
	Iteration 29Q: 3 clusters Score -1069355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1069355.375000 Penalty: 4483.912109
	Iteration 30Q: 3 clusters Score -1069355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1069356.625000 Penalty: 4483.912109
	Iteration 31Q: 3 clusters Score -1069357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1069356.625000 Penalty: 4483.912109
	Iteration 32F: 3 clusters Score -1069357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Entering Unmasked Estep 
Score: -1178377.000000 Penalty: 2288.222900
	Iteration 0F: 2 clusters Score -1178377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1170647.125000 Penalty: 4576.445801
	Iteration 0F: 3 clusters Score -1170647 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1173131.625000 Penalty: 4576.445801
	Iteration 1F: 3 clusters Score -1173132 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1173659.250000 Penalty: 4576.445801
	Iteration 2F: 3 clusters Score -1173659 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1174039.125000 Penalty: 4576.445801
	Iteration 3F: 3 clusters Score -1174039 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1174297.875000 Penalty: 4576.445801
	Iteration 4Q: 3 clusters Score -1174298 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1174514.000000 Penalty: 4576.445801
	Iteration 5Q: 3 clusters Score -1174514 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1174692.500000 Penalty: 4576.445801
	Iteration 6Q: 3 clusters Score -1174692 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1174883.500000 Penalty: 4576.445801
	Iteration 7Q: 3 clusters Score -1174884 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1175068.750000 Penalty: 4576.445801
	Iteration 8Q: 3 clusters Score -1175069 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1175219.625000 Penalty: 4576.445801
	Iteration 9Q: 3 clusters Score -1175220 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1175353.500000 Penalty: 4576.445801
	Iteration 10Q: 3 clusters Score -1175354 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1175478.125000 Penalty: 4576.445801
	Iteration 11Q: 3 clusters Score -1175478 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1175582.625000 Penalty: 4576.445801
	Iteration 12Q: 3 clusters Score -1175583 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1175670.750000 Penalty: 4576.445801
	Iteration 13Q: 3 clusters Score -1175671 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1175745.250000 Penalty: 4576.445801
	Iteration 14Q: 3 clusters Score -1175745 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1175813.875000 Penalty: 4576.445801
	Iteration 15Q: 3 clusters Score -1175814 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1175883.750000 Penalty: 4576.445801
	Iteration 16Q: 3 clusters Score -1175884 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1175973.875000 Penalty: 4576.445801
	Iteration 17Q: 3 clusters Score -1175974 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1176080.250000 Penalty: 4576.445801
	Iteration 18Q: 3 clusters Score -1176080 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1176172.250000 Penalty: 4576.445801
	Iteration 19Q: 3 clusters Score -1176172 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1176250.125000 Penalty: 4576.445801
	Iteration 20F: 3 clusters Score -1176250 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1176319.625000 Penalty: 4576.445801
	Iteration 21Q: 3 clusters Score -1176320 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1176377.625000 Penalty: 4576.445801
	Iteration 22Q: 3 clusters Score -1176378 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1176427.375000 Penalty: 4576.445801
	Iteration 23Q: 3 clusters Score -1176427 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1176465.500000 Penalty: 4576.445801
	Iteration 24Q: 3 clusters Score -1176466 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1176503.750000 Penalty: 4576.445801
	Iteration 25Q: 3 clusters Score -1176504 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1176534.750000 Penalty: 4576.445801
	Iteration 26Q: 3 clusters Score -1176535 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1176560.125000 Penalty: 4576.445801
	Iteration 27Q: 3 clusters Score -1176560 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1176581.625000 Penalty: 4576.445801
	Iteration 28Q: 3 clusters Score -1176582 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1176597.625000 Penalty: 4576.445801
	Iteration 29Q: 3 clusters Score -1176598 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1176619.500000 Penalty: 4576.445801
	Iteration 30Q: 3 clusters Score -1176620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1176638.250000 Penalty: 4576.445801
	Iteration 31Q: 3 clusters Score -1176638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1176655.750000 Penalty: 4576.445801
	Iteration 32Q: 3 clusters Score -1176656 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1176669.500000 Penalty: 4576.445801
	Iteration 33Q: 3 clusters Score -1176670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1176684.500000 Penalty: 4576.445801
	Iteration 34Q: 3 clusters Score -1176684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1176705.125000 Penalty: 4576.445801
	Iteration 35Q: 3 clusters Score -1176705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1176718.250000 Penalty: 4576.445801
	Iteration 36Q: 3 clusters Score -1176718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1176731.375000 Penalty: 4576.445801
	Iteration 37Q: 3 clusters Score -1176731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1176738.625000 Penalty: 4576.445801
	Iteration 38Q: 3 clusters Score -1176739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1176747.625000 Penalty: 4576.445801
	Iteration 39Q: 3 clusters Score -1176748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1176754.250000 Penalty: 4576.445801
	Iteration 40F: 3 clusters Score -1176754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1176759.875000 Penalty: 4576.445801
	Iteration 41Q: 3 clusters Score -1176760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1176761.750000 Penalty: 4576.445801
	Iteration 42Q: 3 clusters Score -1176762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1176763.750000 Penalty: 4576.445801
	Iteration 43Q: 3 clusters Score -1176764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1176766.125000 Penalty: 4576.445801
	Iteration 44Q: 3 clusters Score -1176766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1176773.625000 Penalty: 4576.445801
	Iteration 45Q: 3 clusters Score -1176774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1176774.125000 Penalty: 4576.445801
	Iteration 46Q: 3 clusters Score -1176774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1176774.625000 Penalty: 4576.445801
	Iteration 47Q: 3 clusters Score -1176775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1176779.125000 Penalty: 4576.445801
	Iteration 48Q: 3 clusters Score -1176779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1176782.125000 Penalty: 4576.445801
	Iteration 49Q: 3 clusters Score -1176782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1176786.125000 Penalty: 4576.445801
	Iteration 50Q: 3 clusters Score -1176786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1176791.125000 Penalty: 4576.445801
	Iteration 51Q: 3 clusters Score -1176791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1176791.875000 Penalty: 4576.445801
	Iteration 52Q: 3 clusters Score -1176792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1176793.500000 Penalty: 4576.445801
	Iteration 53Q: 3 clusters Score -1176794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1176797.375000 Penalty: 4576.445801
	Iteration 54Q: 3 clusters Score -1176797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1176800.750000 Penalty: 4576.445801
	Iteration 55Q: 3 clusters Score -1176801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1176803.750000 Penalty: 4576.445801
	Iteration 56Q: 3 clusters Score -1176804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1176805.250000 Penalty: 4576.445801
	Iteration 57Q: 3 clusters Score -1176805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1176810.000000 Penalty: 4576.445801
	Iteration 58Q: 3 clusters Score -1176810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1176813.750000 Penalty: 4576.445801
	Iteration 59Q: 3 clusters Score -1176814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1176815.750000 Penalty: 4576.445801
	Iteration 60F: 3 clusters Score -1176816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1176820.000000 Penalty: 4576.445801
	Iteration 61Q: 3 clusters Score -1176820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1176821.125000 Penalty: 4576.445801
	Iteration 62Q: 3 clusters Score -1176821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1176825.125000 Penalty: 4576.445801
	Iteration 63Q: 3 clusters Score -1176825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1176825.625000 Penalty: 4576.445801
	Iteration 64Q: 3 clusters Score -1176826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1176828.125000 Penalty: 4576.445801
	Iteration 65Q: 3 clusters Score -1176828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1176832.000000 Penalty: 4576.445801
	Iteration 66Q: 3 clusters Score -1176832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1176834.375000 Penalty: 4576.445801
	Iteration 67Q: 3 clusters Score -1176834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1176834.875000 Penalty: 4576.445801
	Iteration 68Q: 3 clusters Score -1176835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1176838.875000 Penalty: 4576.445801
	Iteration 69Q: 3 clusters Score -1176839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1176845.000000 Penalty: 4576.445801
	Iteration 70Q: 3 clusters Score -1176845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1176847.875000 Penalty: 4576.445801
	Iteration 71Q: 3 clusters Score -1176848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1176848.000000 Penalty: 4576.445801
	Iteration 72Q: 3 clusters Score -1176848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1176847.500000 Penalty: 4576.445801
	Iteration 73Q: 3 clusters Score -1176848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1176848.500000 Penalty: 4576.445801
	Iteration 74Q: 3 clusters Score -1176848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1176848.750000 Penalty: 4576.445801
	Iteration 75Q: 3 clusters Score -1176849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1176849.250000 Penalty: 4576.445801
	Iteration 76Q: 3 clusters Score -1176849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1176849.875000 Penalty: 4576.445801
	Iteration 77Q: 3 clusters Score -1176850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1176852.125000 Penalty: 4576.445801
	Iteration 78Q: 3 clusters Score -1176852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1176852.875000 Penalty: 4576.445801
	Iteration 79Q: 3 clusters Score -1176853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1176855.625000 Penalty: 4576.445801
	Iteration 80F: 3 clusters Score -1176856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1176854.375000 Penalty: 4576.445801
	Iteration 81Q: 3 clusters Score -1176854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1176854.375000 Penalty: 4576.445801
	Iteration 82F: 3 clusters Score -1176854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Entering Unmasked Estep 
Score: -586223.937500 Penalty: 2087.618164
	Iteration 0F: 2 clusters Score -586223.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -581990.375000 Penalty: 4175.236328
	Iteration 0F: 3 clusters Score -581990.4 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -582993.812500 Penalty: 4175.236328
	Iteration 1F: 3 clusters Score -582993.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -583202.062500 Penalty: 4175.236328
	Iteration 2F: 3 clusters Score -583202.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -583332.437500 Penalty: 4175.236328
	Iteration 3Q: 3 clusters Score -583332.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -583421.687500 Penalty: 4175.236328
	Iteration 4Q: 3 clusters Score -583421.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -583480.937500 Penalty: 4175.236328
	Iteration 5Q: 3 clusters Score -583480.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -583528.312500 Penalty: 4175.236328
	Iteration 6Q: 3 clusters Score -583528.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -583559.500000 Penalty: 4175.236328
	Iteration 7Q: 3 clusters Score -583559.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -583587.875000 Penalty: 4175.236328
	Iteration 8Q: 3 clusters Score -583587.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -583623.000000 Penalty: 4175.236328
	Iteration 9Q: 3 clusters Score -583623 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -583654.125000 Penalty: 4175.236328
	Iteration 10Q: 3 clusters Score -583654.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -583680.500000 Penalty: 4175.236328
	Iteration 11Q: 3 clusters Score -583680.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -583706.375000 Penalty: 4175.236328
	Iteration 12Q: 3 clusters Score -583706.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -583724.312500 Penalty: 4175.236328
	Iteration 13Q: 3 clusters Score -583724.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -583742.375000 Penalty: 4175.236328
	Iteration 14Q: 3 clusters Score -583742.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -583755.562500 Penalty: 4175.236328
	Iteration 15Q: 3 clusters Score -583755.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -583764.125000 Penalty: 4175.236328
	Iteration 16Q: 3 clusters Score -583764.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -583778.812500 Penalty: 4175.236328
	Iteration 17Q: 3 clusters Score -583778.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -583784.500000 Penalty: 4175.236328
	Iteration 18Q: 3 clusters Score -583784.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -583789.937500 Penalty: 4175.236328
	Iteration 19Q: 3 clusters Score -583789.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -583795.812500 Penalty: 4175.236328
	Iteration 20F: 3 clusters Score -583795.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -583798.312500 Penalty: 4175.236328
	Iteration 21Q: 3 clusters Score -583798.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -583800.437500 Penalty: 4175.236328
	Iteration 22Q: 3 clusters Score -583800.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -583802.500000 Penalty: 4175.236328
	Iteration 23Q: 3 clusters Score -583802.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -583805.187500 Penalty: 4175.236328
	Iteration 24Q: 3 clusters Score -583805.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -583808.812500 Penalty: 4175.236328
	Iteration 25Q: 3 clusters Score -583808.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -583813.250000 Penalty: 4175.236328
	Iteration 26Q: 3 clusters Score -583813.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -583816.812500 Penalty: 4175.236328
	Iteration 27Q: 3 clusters Score -583816.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -583819.750000 Penalty: 4175.236328
	Iteration 28Q: 3 clusters Score -583819.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -583822.187500 Penalty: 4175.236328
	Iteration 29Q: 3 clusters Score -583822.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -583826.812500 Penalty: 4175.236328
	Iteration 30Q: 3 clusters Score -583826.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -583831.687500 Penalty: 4175.236328
	Iteration 31Q: 3 clusters Score -583831.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -583839.062500 Penalty: 4175.236328
	Iteration 32Q: 3 clusters Score -583839.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -583843.000000 Penalty: 4175.236328
	Iteration 33Q: 3 clusters Score -583843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -583845.812500 Penalty: 4175.236328
	Iteration 34Q: 3 clusters Score -583845.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -583849.062500 Penalty: 4175.236328
	Iteration 35Q: 3 clusters Score -583849.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -583851.812500 Penalty: 4175.236328
	Iteration 36Q: 3 clusters Score -583851.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -583853.750000 Penalty: 4175.236328
	Iteration 37Q: 3 clusters Score -583853.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -583856.312500 Penalty: 4175.236328
	Iteration 38Q: 3 clusters Score -583856.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -583858.437500 Penalty: 4175.236328
	Iteration 39Q: 3 clusters Score -583858.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -583861.562500 Penalty: 4175.236328
	Iteration 40F: 3 clusters Score -583861.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -583863.000000 Penalty: 4175.236328
	Iteration 41Q: 3 clusters Score -583863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -583865.062500 Penalty: 4175.236328
	Iteration 42Q: 3 clusters Score -583865.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -583868.937500 Penalty: 4175.236328
	Iteration 43Q: 3 clusters Score -583868.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -583870.125000 Penalty: 4175.236328
	Iteration 44Q: 3 clusters Score -583870.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -583873.500000 Penalty: 4175.236328
	Iteration 45Q: 3 clusters Score -583873.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -583876.125000 Penalty: 4175.236328
	Iteration 46Q: 3 clusters Score -583876.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -583877.625000 Penalty: 4175.236328
	Iteration 47Q: 3 clusters Score -583877.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -583879.250000 Penalty: 4175.236328
	Iteration 48Q: 3 clusters Score -583879.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -583881.187500 Penalty: 4175.236328
	Iteration 49Q: 3 clusters Score -583881.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -583885.062500 Penalty: 4175.236328
	Iteration 50Q: 3 clusters Score -583885.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -583888.625000 Penalty: 4175.236328
	Iteration 51Q: 3 clusters Score -583888.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -583889.500000 Penalty: 4175.236328
	Iteration 52Q: 3 clusters Score -583889.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -583892.187500 Penalty: 4175.236328
	Iteration 53Q: 3 clusters Score -583892.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -583894.875000 Penalty: 4175.236328
	Iteration 54Q: 3 clusters Score -583894.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -583901.312500 Penalty: 4175.236328
	Iteration 55Q: 3 clusters Score -583901.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -583904.750000 Penalty: 4175.236328
	Iteration 56Q: 3 clusters Score -583904.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -583909.500000 Penalty: 4175.236328
	Iteration 57Q: 3 clusters Score -583909.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -583914.562500 Penalty: 4175.236328
	Iteration 58Q: 3 clusters Score -583914.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -583923.687500 Penalty: 4175.236328
	Iteration 59Q: 3 clusters Score -583923.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -583929.750000 Penalty: 4175.236328
	Iteration 60F: 3 clusters Score -583929.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -583937.750000 Penalty: 4175.236328
	Iteration 61Q: 3 clusters Score -583937.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -583944.937500 Penalty: 4175.236328
	Iteration 62Q: 3 clusters Score -583944.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -583953.312500 Penalty: 4175.236328
	Iteration 63Q: 3 clusters Score -583953.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -583961.875000 Penalty: 4175.236328
	Iteration 64Q: 3 clusters Score -583961.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -583974.437500 Penalty: 4175.236328
	Iteration 65Q: 3 clusters Score -583974.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -583993.937500 Penalty: 4175.236328
	Iteration 66Q: 3 clusters Score -583993.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -584014.750000 Penalty: 4175.236328
	Iteration 67Q: 3 clusters Score -584014.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -584039.687500 Penalty: 4175.236328
	Iteration 68Q: 3 clusters Score -584039.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -584059.875000 Penalty: 4175.236328
	Iteration 69Q: 3 clusters Score -584059.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -584081.562500 Penalty: 4175.236328
	Iteration 70Q: 3 clusters Score -584081.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -584109.375000 Penalty: 4175.236328
	Iteration 71Q: 3 clusters Score -584109.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -584148.812500 Penalty: 4175.236328
	Iteration 72Q: 3 clusters Score -584148.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -584182.937500 Penalty: 4175.236328
	Iteration 73Q: 3 clusters Score -584182.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -584216.250000 Penalty: 4175.236328
	Iteration 74Q: 3 clusters Score -584216.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -584256.437500 Penalty: 4175.236328
	Iteration 75Q: 3 clusters Score -584256.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -584306.000000 Penalty: 4175.236328
	Iteration 76Q: 3 clusters Score -584306 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -584351.000000 Penalty: 4175.236328
	Iteration 77Q: 3 clusters Score -584351 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -584405.000000 Penalty: 4175.236328
	Iteration 78Q: 3 clusters Score -584405 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -584448.750000 Penalty: 4175.236328
	Iteration 79Q: 3 clusters Score -584448.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -584483.812500 Penalty: 4175.236328
	Iteration 80F: 3 clusters Score -584483.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -584513.375000 Penalty: 4175.236328
	Iteration 81Q: 3 clusters Score -584513.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -584525.750000 Penalty: 4175.236328
	Iteration 82Q: 3 clusters Score -584525.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -584537.062500 Penalty: 4175.236328
	Iteration 83Q: 3 clusters Score -584537.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -584544.250000 Penalty: 4175.236328
	Iteration 84Q: 3 clusters Score -584544.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -584550.500000 Penalty: 4175.236328
	Iteration 85Q: 3 clusters Score -584550.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -584557.625000 Penalty: 4175.236328
	Iteration 86Q: 3 clusters Score -584557.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -584560.062500 Penalty: 4175.236328
	Iteration 87Q: 3 clusters Score -584560.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -584565.875000 Penalty: 4175.236328
	Iteration 88Q: 3 clusters Score -584565.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -584568.250000 Penalty: 4175.236328
	Iteration 89Q: 3 clusters Score -584568.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -584571.500000 Penalty: 4175.236328
	Iteration 90Q: 3 clusters Score -584571.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -584572.625000 Penalty: 4175.236328
	Iteration 91Q: 3 clusters Score -584572.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -584573.687500 Penalty: 4175.236328
	Iteration 92Q: 3 clusters Score -584573.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -584574.125000 Penalty: 4175.236328
	Iteration 93Q: 3 clusters Score -584574.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -584574.125000 Penalty: 4175.236328
	Iteration 94F: 3 clusters Score -584574.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -24006.542969 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -24006.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23107.621094 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -23107.62 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23389.222656 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -23389.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23544.082031 Penalty: 2834.011475
	Iteration 2F: 3 clusters Score -23544.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23682.455078 Penalty: 2834.011475
	Iteration 3F: 3 clusters Score -23682.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23806.628906 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -23806.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23932.025391 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -23932.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23947.412109 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -23947.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23950.621094 Penalty: 2834.011475
	Iteration 7Q: 3 clusters Score -23950.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23950.621094 Penalty: 2834.011475
	Iteration 8F: 3 clusters Score -23950.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -89245.968750 Penalty: 1640.451904
	Iteration 0F: 2 clusters Score -89245.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -87547.007812 Penalty: 3280.903809
	Iteration 0F: 3 clusters Score -87547.01 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -87818.187500 Penalty: 3280.903809
	Iteration 1F: 3 clusters Score -87818.19 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -87959.648438 Penalty: 3280.903809
	Iteration 2F: 3 clusters Score -87959.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88083.421875 Penalty: 3280.903809
	Iteration 3Q: 3 clusters Score -88083.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88146.585938 Penalty: 3280.903809
	Iteration 4Q: 3 clusters Score -88146.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -88169.242188 Penalty: 3280.903809
	Iteration 5Q: 3 clusters Score -88169.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88183.484375 Penalty: 3280.903809
	Iteration 6Q: 3 clusters Score -88183.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -88185.078125 Penalty: 3280.903809
	Iteration 7Q: 3 clusters Score -88185.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88186.937500 Penalty: 3280.903809
	Iteration 8Q: 3 clusters Score -88186.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88186.937500 Penalty: 3280.903809
	Iteration 9F: 3 clusters Score -88186.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Entering Unmasked Estep 
Score: -1542424.250000 Penalty: 2339.345459
	Iteration 0F: 2 clusters Score -1542424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1533206.000000 Penalty: 4678.690918
	Iteration 0F: 3 clusters Score -1533206 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1536076.875000 Penalty: 4678.690918
	Iteration 1F: 3 clusters Score -1536077 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1536501.250000 Penalty: 4678.690918
	Iteration 2F: 3 clusters Score -1536501 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1536859.625000 Penalty: 4678.690918
	Iteration 3F: 3 clusters Score -1536860 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1537189.250000 Penalty: 4678.690918
	Iteration 4F: 3 clusters Score -1537189 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1537477.000000 Penalty: 4678.690918
	Iteration 5Q: 3 clusters Score -1537477 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1537757.500000 Penalty: 4678.690918
	Iteration 6Q: 3 clusters Score -1537758 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1538008.500000 Penalty: 4678.690918
	Iteration 7Q: 3 clusters Score -1538008 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1538273.500000 Penalty: 4678.690918
	Iteration 8Q: 3 clusters Score -1538274 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1538559.625000 Penalty: 4678.690918
	Iteration 9Q: 3 clusters Score -1538560 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1538850.625000 Penalty: 4678.690918
	Iteration 10Q: 3 clusters Score -1538851 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1539118.000000 Penalty: 4678.690918
	Iteration 11Q: 3 clusters Score -1539118 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1539335.125000 Penalty: 4678.690918
	Iteration 12Q: 3 clusters Score -1539335 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1539488.875000 Penalty: 4678.690918
	Iteration 13Q: 3 clusters Score -1539489 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1539580.250000 Penalty: 4678.690918
	Iteration 14Q: 3 clusters Score -1539580 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1539659.500000 Penalty: 4678.690918
	Iteration 15Q: 3 clusters Score -1539660 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1539723.500000 Penalty: 4678.690918
	Iteration 16Q: 3 clusters Score -1539724 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1539766.000000 Penalty: 4678.690918
	Iteration 17Q: 3 clusters Score -1539766 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1539798.750000 Penalty: 4678.690918
	Iteration 18Q: 3 clusters Score -1539799 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1539815.750000 Penalty: 4678.690918
	Iteration 19Q: 3 clusters Score -1539816 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1539829.500000 Penalty: 4678.690918
	Iteration 20F: 3 clusters Score -1539830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1539839.875000 Penalty: 4678.690918
	Iteration 21Q: 3 clusters Score -1539840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1539843.875000 Penalty: 4678.690918
	Iteration 22Q: 3 clusters Score -1539844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1539856.250000 Penalty: 4678.690918
	Iteration 23Q: 3 clusters Score -1539856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1539860.500000 Penalty: 4678.690918
	Iteration 24Q: 3 clusters Score -1539860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1539862.750000 Penalty: 4678.690918
	Iteration 25Q: 3 clusters Score -1539863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1539866.000000 Penalty: 4678.690918
	Iteration 26Q: 3 clusters Score -1539866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1539868.250000 Penalty: 4678.690918
	Iteration 27Q: 3 clusters Score -1539868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1539875.250000 Penalty: 4678.690918
	Iteration 28Q: 3 clusters Score -1539875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1539878.000000 Penalty: 4678.690918
	Iteration 29Q: 3 clusters Score -1539878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1539880.875000 Penalty: 4678.690918
	Iteration 30Q: 3 clusters Score -1539881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1539881.375000 Penalty: 4678.690918
	Iteration 31Q: 3 clusters Score -1539881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1539885.875000 Penalty: 4678.690918
	Iteration 32Q: 3 clusters Score -1539886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1539887.000000 Penalty: 4678.690918
	Iteration 33Q: 3 clusters Score -1539887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1539892.875000 Penalty: 4678.690918
	Iteration 34Q: 3 clusters Score -1539893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1539898.000000 Penalty: 4678.690918
	Iteration 35Q: 3 clusters Score -1539898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1539903.000000 Penalty: 4678.690918
	Iteration 36Q: 3 clusters Score -1539903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1539911.250000 Penalty: 4678.690918
	Iteration 37Q: 3 clusters Score -1539911 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1539918.875000 Penalty: 4678.690918
	Iteration 38Q: 3 clusters Score -1539919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1539924.375000 Penalty: 4678.690918
	Iteration 39Q: 3 clusters Score -1539924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1539929.125000 Penalty: 4678.690918
	Iteration 40F: 3 clusters Score -1539929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1539930.375000 Penalty: 4678.690918
	Iteration 41Q: 3 clusters Score -1539930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1539940.250000 Penalty: 4678.690918
	Iteration 42Q: 3 clusters Score -1539940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1539940.500000 Penalty: 4678.690918
	Iteration 43Q: 3 clusters Score -1539940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1539949.875000 Penalty: 4678.690918
	Iteration 44Q: 3 clusters Score -1539950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1539955.875000 Penalty: 4678.690918
	Iteration 45Q: 3 clusters Score -1539956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1539954.875000 Penalty: 4678.690918
	Iteration 46Q: 3 clusters Score -1539955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1539964.750000 Penalty: 4678.690918
	Iteration 47Q: 3 clusters Score -1539965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1539964.000000 Penalty: 4678.690918
	Iteration 48Q: 3 clusters Score -1539964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1539966.000000 Penalty: 4678.690918
	Iteration 49Q: 3 clusters Score -1539966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1539966.500000 Penalty: 4678.690918
	Iteration 50Q: 3 clusters Score -1539966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1539968.000000 Penalty: 4678.690918
	Iteration 51Q: 3 clusters Score -1539968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1539971.000000 Penalty: 4678.690918
	Iteration 52Q: 3 clusters Score -1539971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1539973.125000 Penalty: 4678.690918
	Iteration 53Q: 3 clusters Score -1539973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1539972.000000 Penalty: 4678.690918
	Iteration 54Q: 3 clusters Score -1539972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1539976.375000 Penalty: 4678.690918
	Iteration 55Q: 3 clusters Score -1539976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1539976.125000 Penalty: 4678.690918
	Iteration 56Q: 3 clusters Score -1539976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1539978.500000 Penalty: 4678.690918
	Iteration 57Q: 3 clusters Score -1539978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1539978.750000 Penalty: 4678.690918
	Iteration 58Q: 3 clusters Score -1539979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1539977.750000 Penalty: 4678.690918
	Iteration 59Q: 3 clusters Score -1539978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1539977.750000 Penalty: 4678.690918
	Iteration 60F: 3 clusters Score -1539978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1539977.000000 Penalty: 4678.690918
	Iteration 61Q: 3 clusters Score -1539977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1539978.625000 Penalty: 4678.690918
	Iteration 62Q: 3 clusters Score -1539979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1539980.625000 Penalty: 4678.690918
	Iteration 63Q: 3 clusters Score -1539981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1539981.000000 Penalty: 4678.690918
	Iteration 64Q: 3 clusters Score -1539981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1539981.875000 Penalty: 4678.690918
	Iteration 65Q: 3 clusters Score -1539982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1539980.500000 Penalty: 4678.690918
	Iteration 66Q: 3 clusters Score -1539980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1539983.875000 Penalty: 4678.690918
	Iteration 67Q: 3 clusters Score -1539984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1539981.625000 Penalty: 4678.690918
	Iteration 68Q: 3 clusters Score -1539982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1539983.375000 Penalty: 4678.690918
	Iteration 69Q: 3 clusters Score -1539983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1539982.625000 Penalty: 4678.690918
	Iteration 70Q: 3 clusters Score -1539983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1539987.375000 Penalty: 4678.690918
	Iteration 71Q: 3 clusters Score -1539987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1539985.625000 Penalty: 4678.690918
	Iteration 72Q: 3 clusters Score -1539986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1539987.000000 Penalty: 4678.690918
	Iteration 73Q: 3 clusters Score -1539987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1539989.750000 Penalty: 4678.690918
	Iteration 74Q: 3 clusters Score -1539990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1539990.000000 Penalty: 4678.690918
	Iteration 75Q: 3 clusters Score -1539990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1539987.000000 Penalty: 4678.690918
	Iteration 76Q: 3 clusters Score -1539987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1539991.125000 Penalty: 4678.690918
	Iteration 77Q: 3 clusters Score -1539991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1539992.625000 Penalty: 4678.690918
	Iteration 78Q: 3 clusters Score -1539993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1539991.625000 Penalty: 4678.690918
	Iteration 79Q: 3 clusters Score -1539992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1539992.500000 Penalty: 4678.690918
	Iteration 80F: 3 clusters Score -1539992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (49482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Entering Unmasked Estep 
Score: -6357588.500000 Penalty: 2680.722412
	Iteration 0F: 2 clusters Score -6357588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -6324237.500000 Penalty: 5361.444824
	Iteration 0F: 3 clusters Score -6324238 nChanged 22767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -6336992.000000 Penalty: 5361.444824
	Iteration 1F: 3 clusters Score -6336992 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -6337594.500000 Penalty: 5361.444824
	Iteration 2Q: 3 clusters Score -6337594 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -6338337.500000 Penalty: 5361.444824
	Iteration 3Q: 3 clusters Score -6338338 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -6339390.500000 Penalty: 5361.444824
	Iteration 4Q: 3 clusters Score -6339390 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -6340909.500000 Penalty: 5361.444824
	Iteration 5F: 3 clusters Score -6340910 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -6343000.500000 Penalty: 5361.444824
	Iteration 6F: 3 clusters Score -6343000 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -6345533.000000 Penalty: 5361.444824
	Iteration 7F: 3 clusters Score -6345533 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -6348108.000000 Penalty: 5361.444824
	Iteration 8F: 3 clusters Score -6348108 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -6350514.000000 Penalty: 5361.444824
	Iteration 9F: 3 clusters Score -6350514 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -6352444.000000 Penalty: 5361.444824
	Iteration 10Q: 3 clusters Score -6352444 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6353731.500000 Penalty: 5361.444824
	Iteration 11Q: 3 clusters Score -6353732 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6354482.000000 Penalty: 5361.444824
	Iteration 12Q: 3 clusters Score -6354482 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6354896.500000 Penalty: 5361.444824
	Iteration 13Q: 3 clusters Score -6354896 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6355087.000000 Penalty: 5361.444824
	Iteration 14Q: 3 clusters Score -6355087 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6355164.000000 Penalty: 5361.444824
	Iteration 15Q: 3 clusters Score -6355164 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6355233.000000 Penalty: 5361.444824
	Iteration 16Q: 3 clusters Score -6355233 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6355277.500000 Penalty: 5361.444824
	Iteration 17Q: 3 clusters Score -6355278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6355308.500000 Penalty: 5361.444824
	Iteration 18Q: 3 clusters Score -6355308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6355324.500000 Penalty: 5361.444824
	Iteration 19Q: 3 clusters Score -6355324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6355351.500000 Penalty: 5361.444824
	Iteration 20F: 3 clusters Score -6355352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6355356.500000 Penalty: 5361.444824
	Iteration 21Q: 3 clusters Score -6355356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6355355.500000 Penalty: 5361.444824
	Iteration 22Q: 3 clusters Score -6355356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6355365.000000 Penalty: 5361.444824
	Iteration 23Q: 3 clusters Score -6355365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6355374.000000 Penalty: 5361.444824
	Iteration 24Q: 3 clusters Score -6355374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6355377.500000 Penalty: 5361.444824
	Iteration 25Q: 3 clusters Score -6355378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6355374.000000 Penalty: 5361.444824
	Iteration 26Q: 3 clusters Score -6355374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6355377.000000 Penalty: 5361.444824
	Iteration 27Q: 3 clusters Score -6355377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6355383.000000 Penalty: 5361.444824
	Iteration 28Q: 3 clusters Score -6355383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6355382.500000 Penalty: 5361.444824
	Iteration 29Q: 3 clusters Score -6355382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6355391.000000 Penalty: 5361.444824
	Iteration 30Q: 3 clusters Score -6355391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6355389.000000 Penalty: 5361.444824
	Iteration 31Q: 3 clusters Score -6355389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6355389.500000 Penalty: 5361.444824
	Iteration 32Q: 3 clusters Score -6355390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6355384.500000 Penalty: 5361.444824
	Iteration 33Q: 3 clusters Score -6355384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6355386.000000 Penalty: 5361.444824
	Iteration 34Q: 3 clusters Score -6355386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6355386.000000 Penalty: 5361.444824
	Iteration 35F: 3 clusters Score -6355386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (14478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Entering Unmasked Estep 
Score: -1866397.250000 Penalty: 2375.935547
	Iteration 0F: 2 clusters Score -1866397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1855907.750000 Penalty: 4751.871094
	Iteration 0F: 3 clusters Score -1855908 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1859586.125000 Penalty: 4751.871094
	Iteration 1F: 3 clusters Score -1859586 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1860482.750000 Penalty: 4751.871094
	Iteration 2F: 3 clusters Score -1860483 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1861432.000000 Penalty: 4751.871094
	Iteration 3F: 3 clusters Score -1861432 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1862296.125000 Penalty: 4751.871094
	Iteration 4F: 3 clusters Score -1862296 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1862946.875000 Penalty: 4751.871094
	Iteration 5F: 3 clusters Score -1862947 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1863378.750000 Penalty: 4751.871094
	Iteration 6Q: 3 clusters Score -1863379 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1863649.875000 Penalty: 4751.871094
	Iteration 7Q: 3 clusters Score -1863650 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1863807.625000 Penalty: 4751.871094
	Iteration 8Q: 3 clusters Score -1863808 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1863911.500000 Penalty: 4751.871094
	Iteration 9Q: 3 clusters Score -1863912 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1864005.000000 Penalty: 4751.871094
	Iteration 10Q: 3 clusters Score -1864005 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1864077.125000 Penalty: 4751.871094
	Iteration 11Q: 3 clusters Score -1864077 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1864131.000000 Penalty: 4751.871094
	Iteration 12Q: 3 clusters Score -1864131 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1864170.000000 Penalty: 4751.871094
	Iteration 13Q: 3 clusters Score -1864170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1864195.000000 Penalty: 4751.871094
	Iteration 14Q: 3 clusters Score -1864195 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1864231.500000 Penalty: 4751.871094
	Iteration 15Q: 3 clusters Score -1864232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1864257.000000 Penalty: 4751.871094
	Iteration 16Q: 3 clusters Score -1864257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1864274.500000 Penalty: 4751.871094
	Iteration 17Q: 3 clusters Score -1864274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1864291.000000 Penalty: 4751.871094
	Iteration 18Q: 3 clusters Score -1864291 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1864310.750000 Penalty: 4751.871094
	Iteration 19Q: 3 clusters Score -1864311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1864317.750000 Penalty: 4751.871094
	Iteration 20F: 3 clusters Score -1864318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1864328.125000 Penalty: 4751.871094
	Iteration 21Q: 3 clusters Score -1864328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1864334.375000 Penalty: 4751.871094
	Iteration 22Q: 3 clusters Score -1864334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1864344.625000 Penalty: 4751.871094
	Iteration 23Q: 3 clusters Score -1864345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1864355.375000 Penalty: 4751.871094
	Iteration 24Q: 3 clusters Score -1864355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1864358.750000 Penalty: 4751.871094
	Iteration 25Q: 3 clusters Score -1864359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1864368.250000 Penalty: 4751.871094
	Iteration 26Q: 3 clusters Score -1864368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1864379.125000 Penalty: 4751.871094
	Iteration 27Q: 3 clusters Score -1864379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1864382.250000 Penalty: 4751.871094
	Iteration 28Q: 3 clusters Score -1864382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1864393.250000 Penalty: 4751.871094
	Iteration 29Q: 3 clusters Score -1864393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1864396.625000 Penalty: 4751.871094
	Iteration 30Q: 3 clusters Score -1864397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1864404.125000 Penalty: 4751.871094
	Iteration 31Q: 3 clusters Score -1864404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1864408.000000 Penalty: 4751.871094
	Iteration 32Q: 3 clusters Score -1864408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1864410.875000 Penalty: 4751.871094
	Iteration 33Q: 3 clusters Score -1864411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1864409.625000 Penalty: 4751.871094
	Iteration 34Q: 3 clusters Score -1864410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1864410.250000 Penalty: 4751.871094
	Iteration 35Q: 3 clusters Score -1864410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1864409.375000 Penalty: 4751.871094
	Iteration 36Q: 3 clusters Score -1864409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1864408.125000 Penalty: 4751.871094
	Iteration 37Q: 3 clusters Score -1864408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1864409.875000 Penalty: 4751.871094
	Iteration 38Q: 3 clusters Score -1864410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1864408.375000 Penalty: 4751.871094
	Iteration 39Q: 3 clusters Score -1864408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1864408.375000 Penalty: 4751.871094
	Iteration 40F: 3 clusters Score -1864408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -358506.718750 Penalty: 1962.825195
	Iteration 0F: 2 clusters Score -358506.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -355404.375000 Penalty: 3925.650391
	Iteration 0F: 3 clusters Score -355404.4 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -356028.437500 Penalty: 3925.650391
	Iteration 1F: 3 clusters Score -356028.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -356164.937500 Penalty: 3925.650391
	Iteration 2F: 3 clusters Score -356164.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -356234.968750 Penalty: 3925.650391
	Iteration 3Q: 3 clusters Score -356235 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -356283.968750 Penalty: 3925.650391
	Iteration 4Q: 3 clusters Score -356284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -356313.937500 Penalty: 3925.650391
	Iteration 5Q: 3 clusters Score -356313.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -356333.718750 Penalty: 3925.650391
	Iteration 6Q: 3 clusters Score -356333.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -356352.406250 Penalty: 3925.650391
	Iteration 7Q: 3 clusters Score -356352.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -356365.250000 Penalty: 3925.650391
	Iteration 8Q: 3 clusters Score -356365.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -356375.593750 Penalty: 3925.650391
	Iteration 9Q: 3 clusters Score -356375.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -356383.656250 Penalty: 3925.650391
	Iteration 10Q: 3 clusters Score -356383.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -356391.000000 Penalty: 3925.650391
	Iteration 11Q: 3 clusters Score -356391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -356402.937500 Penalty: 3925.650391
	Iteration 12Q: 3 clusters Score -356402.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -356414.593750 Penalty: 3925.650391
	Iteration 13Q: 3 clusters Score -356414.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -356424.250000 Penalty: 3925.650391
	Iteration 14Q: 3 clusters Score -356424.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -356433.031250 Penalty: 3925.650391
	Iteration 15Q: 3 clusters Score -356433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -356437.843750 Penalty: 3925.650391
	Iteration 16Q: 3 clusters Score -356437.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -356440.812500 Penalty: 3925.650391
	Iteration 17Q: 3 clusters Score -356440.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -356444.531250 Penalty: 3925.650391
	Iteration 18Q: 3 clusters Score -356444.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -356448.062500 Penalty: 3925.650391
	Iteration 19Q: 3 clusters Score -356448.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -356448.843750 Penalty: 3925.650391
	Iteration 20F: 3 clusters Score -356448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -356450.812500 Penalty: 3925.650391
	Iteration 21Q: 3 clusters Score -356450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -356453.500000 Penalty: 3925.650391
	Iteration 22Q: 3 clusters Score -356453.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -356455.187500 Penalty: 3925.650391
	Iteration 23Q: 3 clusters Score -356455.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -356457.281250 Penalty: 3925.650391
	Iteration 24Q: 3 clusters Score -356457.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -356459.031250 Penalty: 3925.650391
	Iteration 25Q: 3 clusters Score -356459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -356460.531250 Penalty: 3925.650391
	Iteration 26Q: 3 clusters Score -356460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -356461.281250 Penalty: 3925.650391
	Iteration 27Q: 3 clusters Score -356461.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -356461.437500 Penalty: 3925.650391
	Iteration 28Q: 3 clusters Score -356461.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -356461.437500 Penalty: 3925.650391
	Iteration 29F: 3 clusters Score -356461.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Entering Unmasked Estep 
Score: -1556190.750000 Penalty: 2334.958984
	Iteration 0F: 2 clusters Score -1556191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1547097.875000 Penalty: 4669.917969
	Iteration 0F: 3 clusters Score -1547098 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1549948.500000 Penalty: 4669.917969
	Iteration 1F: 3 clusters Score -1549948 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1550328.375000 Penalty: 4669.917969
	Iteration 2F: 3 clusters Score -1550328 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1550599.750000 Penalty: 4669.917969
	Iteration 3Q: 3 clusters Score -1550600 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1550839.500000 Penalty: 4669.917969
	Iteration 4Q: 3 clusters Score -1550840 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1551033.000000 Penalty: 4669.917969
	Iteration 5Q: 3 clusters Score -1551033 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1551215.125000 Penalty: 4669.917969
	Iteration 6Q: 3 clusters Score -1551215 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1551385.250000 Penalty: 4669.917969
	Iteration 7Q: 3 clusters Score -1551385 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1551554.000000 Penalty: 4669.917969
	Iteration 8Q: 3 clusters Score -1551554 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1551739.375000 Penalty: 4669.917969
	Iteration 9Q: 3 clusters Score -1551739 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1551962.875000 Penalty: 4669.917969
	Iteration 10Q: 3 clusters Score -1551963 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1552239.500000 Penalty: 4669.917969
	Iteration 11Q: 3 clusters Score -1552240 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1552507.875000 Penalty: 4669.917969
	Iteration 12Q: 3 clusters Score -1552508 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1552819.875000 Penalty: 4669.917969
	Iteration 13Q: 3 clusters Score -1552820 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1553086.375000 Penalty: 4669.917969
	Iteration 14Q: 3 clusters Score -1553086 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1553299.250000 Penalty: 4669.917969
	Iteration 15Q: 3 clusters Score -1553299 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1553486.875000 Penalty: 4669.917969
	Iteration 16Q: 3 clusters Score -1553487 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1553644.375000 Penalty: 4669.917969
	Iteration 17Q: 3 clusters Score -1553644 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1553757.500000 Penalty: 4669.917969
	Iteration 18Q: 3 clusters Score -1553758 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1553864.500000 Penalty: 4669.917969
	Iteration 19Q: 3 clusters Score -1553864 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1553971.750000 Penalty: 4669.917969
	Iteration 20F: 3 clusters Score -1553972 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1554078.625000 Penalty: 4669.917969
	Iteration 21Q: 3 clusters Score -1554079 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1554216.875000 Penalty: 4669.917969
	Iteration 22Q: 3 clusters Score -1554217 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1554361.750000 Penalty: 4669.917969
	Iteration 23Q: 3 clusters Score -1554362 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1554443.000000 Penalty: 4669.917969
	Iteration 24Q: 3 clusters Score -1554443 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1554505.125000 Penalty: 4669.917969
	Iteration 25Q: 3 clusters Score -1554505 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1554544.625000 Penalty: 4669.917969
	Iteration 26Q: 3 clusters Score -1554545 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1554571.875000 Penalty: 4669.917969
	Iteration 27Q: 3 clusters Score -1554572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1554593.875000 Penalty: 4669.917969
	Iteration 28Q: 3 clusters Score -1554594 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1554597.500000 Penalty: 4669.917969
	Iteration 29Q: 3 clusters Score -1554598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1554610.000000 Penalty: 4669.917969
	Iteration 30Q: 3 clusters Score -1554610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1554611.125000 Penalty: 4669.917969
	Iteration 31Q: 3 clusters Score -1554611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1554615.750000 Penalty: 4669.917969
	Iteration 32Q: 3 clusters Score -1554616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1554616.125000 Penalty: 4669.917969
	Iteration 33Q: 3 clusters Score -1554616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1554620.750000 Penalty: 4669.917969
	Iteration 34Q: 3 clusters Score -1554621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1554619.625000 Penalty: 4669.917969
	Iteration 35Q: 3 clusters Score -1554620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1554625.125000 Penalty: 4669.917969
	Iteration 36Q: 3 clusters Score -1554625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1554622.750000 Penalty: 4669.917969
	Iteration 37Q: 3 clusters Score -1554623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1554625.750000 Penalty: 4669.917969
	Iteration 38Q: 3 clusters Score -1554626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1554629.750000 Penalty: 4669.917969
	Iteration 39Q: 3 clusters Score -1554630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1554631.500000 Penalty: 4669.917969
	Iteration 40F: 3 clusters Score -1554632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1554632.500000 Penalty: 4669.917969
	Iteration 41Q: 3 clusters Score -1554632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1554634.375000 Penalty: 4669.917969
	Iteration 42Q: 3 clusters Score -1554634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1554634.375000 Penalty: 4669.917969
	Iteration 43F: 3 clusters Score -1554634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -251622.156250 Penalty: 1897.005615
	Iteration 0F: 2 clusters Score -251622.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -248955.359375 Penalty: 3794.011230
	Iteration 0F: 3 clusters Score -248955.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -249480.921875 Penalty: 3794.011230
	Iteration 1F: 3 clusters Score -249480.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -249655.796875 Penalty: 3794.011230
	Iteration 2F: 3 clusters Score -249655.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -249824.671875 Penalty: 3794.011230
	Iteration 3F: 3 clusters Score -249824.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -249958.156250 Penalty: 3794.011230
	Iteration 4F: 3 clusters Score -249958.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -250055.031250 Penalty: 3794.011230
	Iteration 5Q: 3 clusters Score -250055 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -250117.562500 Penalty: 3794.011230
	Iteration 6Q: 3 clusters Score -250117.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -250160.781250 Penalty: 3794.011230
	Iteration 7Q: 3 clusters Score -250160.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -250200.093750 Penalty: 3794.011230
	Iteration 8Q: 3 clusters Score -250200.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -250234.859375 Penalty: 3794.011230
	Iteration 9Q: 3 clusters Score -250234.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -250272.234375 Penalty: 3794.011230
	Iteration 10Q: 3 clusters Score -250272.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -250299.046875 Penalty: 3794.011230
	Iteration 11Q: 3 clusters Score -250299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -250327.718750 Penalty: 3794.011230
	Iteration 12Q: 3 clusters Score -250327.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -250369.656250 Penalty: 3794.011230
	Iteration 13Q: 3 clusters Score -250369.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -250404.796875 Penalty: 3794.011230
	Iteration 14Q: 3 clusters Score -250404.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -250428.531250 Penalty: 3794.011230
	Iteration 15Q: 3 clusters Score -250428.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -250441.515625 Penalty: 3794.011230
	Iteration 16Q: 3 clusters Score -250441.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -250449.312500 Penalty: 3794.011230
	Iteration 17Q: 3 clusters Score -250449.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -250459.765625 Penalty: 3794.011230
	Iteration 18Q: 3 clusters Score -250459.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -250469.937500 Penalty: 3794.011230
	Iteration 19Q: 3 clusters Score -250469.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -250478.890625 Penalty: 3794.011230
	Iteration 20F: 3 clusters Score -250478.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -250482.968750 Penalty: 3794.011230
	Iteration 21Q: 3 clusters Score -250483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -250485.046875 Penalty: 3794.011230
	Iteration 22Q: 3 clusters Score -250485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -250486.203125 Penalty: 3794.011230
	Iteration 23Q: 3 clusters Score -250486.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -250487.937500 Penalty: 3794.011230
	Iteration 24Q: 3 clusters Score -250487.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -250487.937500 Penalty: 3794.011230
	Iteration 25F: 3 clusters Score -250487.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -39899.171875 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -39899.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38639.792969 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -38639.79 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39047.382812 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -39047.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39226.148438 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -39226.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39307.019531 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -39307.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -39378.742188 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -39378.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -39417.722656 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -39417.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39435.214844 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -39435.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -39436.750000 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -39436.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39441.273438 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -39441.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39441.273438 Penalty: 3001.836182
	Iteration 9F: 3 clusters Score -39441.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -62760.898438 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -62760.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61261.488281 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -61261.49 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61486.859375 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -61486.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61545.144531 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -61545.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -61602.445312 Penalty: 3114.146729
	Iteration 3Q: 3 clusters Score -61602.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61636.769531 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -61636.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -61674.421875 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -61674.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -61793.785156 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -61793.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -61929.589844 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -61929.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -62031.031250 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -62031.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -62117.843750 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -62117.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -62156.457031 Penalty: 3114.146729
	Iteration 10Q: 3 clusters Score -62156.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -62166.367188 Penalty: 3114.146729
	Iteration 11Q: 3 clusters Score -62166.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -62171.972656 Penalty: 3114.146729
	Iteration 12Q: 3 clusters Score -62171.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -62178.457031 Penalty: 3114.146729
	Iteration 13Q: 3 clusters Score -62178.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -62196.617188 Penalty: 3114.146729
	Iteration 14Q: 3 clusters Score -62196.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -62199.257812 Penalty: 3114.146729
	Iteration 15Q: 3 clusters Score -62199.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -62201.777344 Penalty: 3114.146729
	Iteration 16Q: 3 clusters Score -62201.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -62210.839844 Penalty: 3114.146729
	Iteration 17Q: 3 clusters Score -62210.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -62221.445312 Penalty: 3114.146729
	Iteration 18Q: 3 clusters Score -62221.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -62225.500000 Penalty: 3114.146729
	Iteration 19Q: 3 clusters Score -62225.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -62239.160156 Penalty: 3114.146729
	Iteration 20F: 3 clusters Score -62239.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -62284.023438 Penalty: 3114.146729
	Iteration 21Q: 3 clusters Score -62284.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -62284.023438 Penalty: 3114.146729
	Iteration 22F: 3 clusters Score -62284.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (142384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142384 members 
Entering Unmasked Estep 
Score: -18334378.000000 Penalty: 2942.838135
	Iteration 0F: 2 clusters Score -1.833438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 71235 members 
Entering Unmasked Estep 
Score: -18239786.000000 Penalty: 5885.676270
	Iteration 0F: 3 clusters Score -1.823979e+07 nChanged 68198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 72917 members 
Entering Unmasked Estep 
Score: -18279032.000000 Penalty: 5885.676270
	Iteration 1F: 3 clusters Score -1.827903e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68602 members 
Mstep: Class 2 contains 73782 members 
Entering Unmasked Estep 
Score: -18280004.000000 Penalty: 5885.676270
	Iteration 2Q: 3 clusters Score -1.828e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67363 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -18281022.000000 Penalty: 5885.676270
	Iteration 3Q: 3 clusters Score -1.828102e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65701 members 
Mstep: Class 2 contains 76683 members 
Entering Unmasked Estep 
Score: -18282546.000000 Penalty: 5885.676270
	Iteration 4Q: 3 clusters Score -1.828255e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63433 members 
Mstep: Class 2 contains 78951 members 
Entering Unmasked Estep 
Score: -18284172.000000 Penalty: 5885.676270
	Iteration 5Q: 3 clusters Score -1.828417e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 82095 members 
Entering Unmasked Estep 
Score: -18286482.000000 Penalty: 5885.676270
	Iteration 6Q: 3 clusters Score -1.828648e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 86386 members 
Entering Unmasked Estep 
Score: -18289586.000000 Penalty: 5885.676270
	Iteration 7Q: 3 clusters Score -1.828959e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 91802 members 
Entering Unmasked Estep 
Score: -18293920.000000 Penalty: 5885.676270
	Iteration 8F: 3 clusters Score -1.829392e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 98138 members 
Entering Unmasked Estep 
Score: -18299774.000000 Penalty: 5885.676270
	Iteration 9F: 3 clusters Score -1.829977e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 104526 members 
Entering Unmasked Estep 
Score: -18306376.000000 Penalty: 5885.676270
	Iteration 10F: 3 clusters Score -1.830638e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 109808 members 
Entering Unmasked Estep 
Score: -18311650.000000 Penalty: 5885.676270
	Iteration 11F: 3 clusters Score -1.831165e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 113903 members 
Entering Unmasked Estep 
Score: -18315220.000000 Penalty: 5885.676270
	Iteration 12Q: 3 clusters Score -1.831522e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 117249 members 
Entering Unmasked Estep 
Score: -18317674.000000 Penalty: 5885.676270
	Iteration 13Q: 3 clusters Score -1.831767e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 120159 members 
Entering Unmasked Estep 
Score: -18319424.000000 Penalty: 5885.676270
	Iteration 14Q: 3 clusters Score -1.831942e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 122765 members 
Entering Unmasked Estep 
Score: -18320818.000000 Penalty: 5885.676270
	Iteration 15Q: 3 clusters Score -1.832082e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 125139 members 
Entering Unmasked Estep 
Score: -18322266.000000 Penalty: 5885.676270
	Iteration 16Q: 3 clusters Score -1.832227e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 127337 members 
Entering Unmasked Estep 
Score: -18323480.000000 Penalty: 5885.676270
	Iteration 17Q: 3 clusters Score -1.832348e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 129384 members 
Entering Unmasked Estep 
Score: -18324810.000000 Penalty: 5885.676270
	Iteration 18Q: 3 clusters Score -1.832481e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 131238 members 
Entering Unmasked Estep 
Score: -18325986.000000 Penalty: 5885.676270
	Iteration 19Q: 3 clusters Score -1.832599e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 132911 members 
Entering Unmasked Estep 
Score: -18327078.000000 Penalty: 5885.676270
	Iteration 20F: 3 clusters Score -1.832708e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 134393 members 
Entering Unmasked Estep 
Score: -18328022.000000 Penalty: 5885.676270
	Iteration 21Q: 3 clusters Score -1.832802e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 135708 members 
Entering Unmasked Estep 
Score: -18328922.000000 Penalty: 5885.676270
	Iteration 22Q: 3 clusters Score -1.832892e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 136833 members 
Entering Unmasked Estep 
Score: -18329564.000000 Penalty: 5885.676270
	Iteration 23Q: 3 clusters Score -1.832956e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 137772 members 
Entering Unmasked Estep 
Score: -18330042.000000 Penalty: 5885.676270
	Iteration 24Q: 3 clusters Score -1.833004e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 138539 members 
Entering Unmasked Estep 
Score: -18330338.000000 Penalty: 5885.676270
	Iteration 25Q: 3 clusters Score -1.833034e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 139183 members 
Entering Unmasked Estep 
Score: -18330642.000000 Penalty: 5885.676270
	Iteration 26Q: 3 clusters Score -1.833064e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 139669 members 
Entering Unmasked Estep 
Score: -18330892.000000 Penalty: 5885.676270
	Iteration 27Q: 3 clusters Score -1.833089e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 140074 members 
Entering Unmasked Estep 
Score: -18331152.000000 Penalty: 5885.676270
	Iteration 28Q: 3 clusters Score -1.833115e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 140373 members 
Entering Unmasked Estep 
Score: -18331342.000000 Penalty: 5885.676270
	Iteration 29Q: 3 clusters Score -1.833134e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 140592 members 
Entering Unmasked Estep 
Score: -18331440.000000 Penalty: 5885.676270
	Iteration 30Q: 3 clusters Score -1.833144e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 140776 members 
Entering Unmasked Estep 
Score: -18331560.000000 Penalty: 5885.676270
	Iteration 31Q: 3 clusters Score -1.833156e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 140919 members 
Entering Unmasked Estep 
Score: -18331652.000000 Penalty: 5885.676270
	Iteration 32Q: 3 clusters Score -1.833165e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 141034 members 
Entering Unmasked Estep 
Score: -18331688.000000 Penalty: 5885.676270
	Iteration 33Q: 3 clusters Score -1.833169e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 141114 members 
Entering Unmasked Estep 
Score: -18331728.000000 Penalty: 5885.676270
	Iteration 34Q: 3 clusters Score -1.833173e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 141179 members 
Entering Unmasked Estep 
Score: -18331756.000000 Penalty: 5885.676270
	Iteration 35Q: 3 clusters Score -1.833176e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 141228 members 
Entering Unmasked Estep 
Score: -18331780.000000 Penalty: 5885.676270
	Iteration 36Q: 3 clusters Score -1.833178e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 141267 members 
Entering Unmasked Estep 
Score: -18331800.000000 Penalty: 5885.676270
	Iteration 37Q: 3 clusters Score -1.83318e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 141297 members 
Entering Unmasked Estep 
Score: -18331836.000000 Penalty: 5885.676270
	Iteration 38Q: 3 clusters Score -1.833184e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 141328 members 
Entering Unmasked Estep 
Score: -18331846.000000 Penalty: 5885.676270
	Iteration 39Q: 3 clusters Score -1.833185e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 141352 members 
Entering Unmasked Estep 
Score: -18331894.000000 Penalty: 5885.676270
	Iteration 40F: 3 clusters Score -1.833189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 141362 members 
Entering Unmasked Estep 
Score: -18331900.000000 Penalty: 5885.676270
	Iteration 41Q: 3 clusters Score -1.83319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 141371 members 
Entering Unmasked Estep 
Score: -18331912.000000 Penalty: 5885.676270
	Iteration 42Q: 3 clusters Score -1.833191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 141381 members 
Entering Unmasked Estep 
Score: -18331914.000000 Penalty: 5885.676270
	Iteration 43Q: 3 clusters Score -1.833191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 141392 members 
Entering Unmasked Estep 
Score: -18331910.000000 Penalty: 5885.676270
	Iteration 44Q: 3 clusters Score -1.833191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 141407 members 
Entering Unmasked Estep 
Score: -18331924.000000 Penalty: 5885.676270
	Iteration 45Q: 3 clusters Score -1.833192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 141415 members 
Entering Unmasked Estep 
Score: -18331926.000000 Penalty: 5885.676270
	Iteration 46Q: 3 clusters Score -1.833193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 141419 members 
Entering Unmasked Estep 
Score: -18331934.000000 Penalty: 5885.676270
	Iteration 47Q: 3 clusters Score -1.833193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 141426 members 
Entering Unmasked Estep 
Score: -18331930.000000 Penalty: 5885.676270
	Iteration 48Q: 3 clusters Score -1.833193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 141430 members 
Entering Unmasked Estep 
Score: -18331928.000000 Penalty: 5885.676270
	Iteration 49Q: 3 clusters Score -1.833193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 141432 members 
Entering Unmasked Estep 
Score: -18331930.000000 Penalty: 5885.676270
	Iteration 50Q: 3 clusters Score -1.833193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 141433 members 
Entering Unmasked Estep 
Score: -18331918.000000 Penalty: 5885.676270
	Iteration 51Q: 3 clusters Score -1.833192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 141437 members 
Entering Unmasked Estep 
Score: -18331928.000000 Penalty: 5885.676270
	Iteration 52Q: 3 clusters Score -1.833193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 141437 members 
Entering Unmasked Estep 
Score: -18331938.000000 Penalty: 5885.676270
	Iteration 53Q: 3 clusters Score -1.833194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 141441 members 
Entering Unmasked Estep 
Score: -18331938.000000 Penalty: 5885.676270
	Iteration 54Q: 3 clusters Score -1.833194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 141444 members 
Entering Unmasked Estep 
Score: -18331934.000000 Penalty: 5885.676270
	Iteration 55Q: 3 clusters Score -1.833193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 141448 members 
Entering Unmasked Estep 
Score: -18331938.000000 Penalty: 5885.676270
	Iteration 56Q: 3 clusters Score -1.833194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 141456 members 
Entering Unmasked Estep 
Score: -18331954.000000 Penalty: 5885.676270
	Iteration 57Q: 3 clusters Score -1.833195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 141468 members 
Entering Unmasked Estep 
Score: -18331940.000000 Penalty: 5885.676270
	Iteration 58Q: 3 clusters Score -1.833194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 141480 members 
Entering Unmasked Estep 
Score: -18331952.000000 Penalty: 5885.676270
	Iteration 59Q: 3 clusters Score -1.833195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 141486 members 
Entering Unmasked Estep 
Score: -18331968.000000 Penalty: 5885.676270
	Iteration 60F: 3 clusters Score -1.833197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 141488 members 
Entering Unmasked Estep 
Score: -18331960.000000 Penalty: 5885.676270
	Iteration 61Q: 3 clusters Score -1.833196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 141492 members 
Entering Unmasked Estep 
Score: -18331978.000000 Penalty: 5885.676270
	Iteration 62Q: 3 clusters Score -1.833198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 141498 members 
Entering Unmasked Estep 
Score: -18331974.000000 Penalty: 5885.676270
	Iteration 63Q: 3 clusters Score -1.833197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 141507 members 
Entering Unmasked Estep 
Score: -18331978.000000 Penalty: 5885.676270
	Iteration 64Q: 3 clusters Score -1.833198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 141515 members 
Entering Unmasked Estep 
Score: -18331990.000000 Penalty: 5885.676270
	Iteration 65Q: 3 clusters Score -1.833199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 141515 members 
Entering Unmasked Estep 
Score: -18331986.000000 Penalty: 5885.676270
	Iteration 66Q: 3 clusters Score -1.833199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 141518 members 
Entering Unmasked Estep 
Score: -18332004.000000 Penalty: 5885.676270
	Iteration 67Q: 3 clusters Score -1.8332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 141519 members 
Entering Unmasked Estep 
Score: -18331996.000000 Penalty: 5885.676270
	Iteration 68Q: 3 clusters Score -1.8332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 141521 members 
Entering Unmasked Estep 
Score: -18331994.000000 Penalty: 5885.676270
	Iteration 69Q: 3 clusters Score -1.833199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 141525 members 
Entering Unmasked Estep 
Score: -18332014.000000 Penalty: 5885.676270
	Iteration 70Q: 3 clusters Score -1.833201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 141528 members 
Entering Unmasked Estep 
Score: -18332008.000000 Penalty: 5885.676270
	Iteration 71Q: 3 clusters Score -1.833201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 141529 members 
Entering Unmasked Estep 
Score: -18332004.000000 Penalty: 5885.676270
	Iteration 72Q: 3 clusters Score -1.8332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 141532 members 
Entering Unmasked Estep 
Score: -18331998.000000 Penalty: 5885.676270
	Iteration 73Q: 3 clusters Score -1.8332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 141534 members 
Entering Unmasked Estep 
Score: -18332004.000000 Penalty: 5885.676270
	Iteration 74Q: 3 clusters Score -1.8332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 141536 members 
Entering Unmasked Estep 
Score: -18332008.000000 Penalty: 5885.676270
	Iteration 75Q: 3 clusters Score -1.833201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 141538 members 
Entering Unmasked Estep 
Score: -18332012.000000 Penalty: 5885.676270
	Iteration 76Q: 3 clusters Score -1.833201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 141543 members 
Entering Unmasked Estep 
Score: -18332014.000000 Penalty: 5885.676270
	Iteration 77Q: 3 clusters Score -1.833201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 141543 members 
Entering Unmasked Estep 
Score: -18332008.000000 Penalty: 5885.676270
	Iteration 78Q: 3 clusters Score -1.833201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 141545 members 
Entering Unmasked Estep 
Score: -18332016.000000 Penalty: 5885.676270
	Iteration 79Q: 3 clusters Score -1.833202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 141546 members 
Entering Unmasked Estep 
Score: -18332014.000000 Penalty: 5885.676270
	Iteration 80F: 3 clusters Score -1.833201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -97217.609375 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -97217.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -95401.617188 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -95401.62 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -95686.125000 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -95686.12 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -95791.531250 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -95791.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -95879.312500 Penalty: 3365.090820
	Iteration 3Q: 3 clusters Score -95879.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -95927.710938 Penalty: 3365.090820
	Iteration 4Q: 3 clusters Score -95927.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -95958.046875 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -95958.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -95977.828125 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -95977.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -95996.171875 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -95996.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -96013.539062 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -96013.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -96046.460938 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -96046.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -96080.390625 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -96080.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -96131.234375 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -96131.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -96201.218750 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -96201.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -96348.156250 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -96348.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -96462.421875 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -96462.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -96510.781250 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -96510.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -96556.375000 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -96556.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -96596.578125 Penalty: 3365.090820
	Iteration 17Q: 3 clusters Score -96596.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -96637.875000 Penalty: 3365.090820
	Iteration 18Q: 3 clusters Score -96637.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -96660.242188 Penalty: 3365.090820
	Iteration 19Q: 3 clusters Score -96660.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -96675.171875 Penalty: 3365.090820
	Iteration 20F: 3 clusters Score -96675.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -96684.671875 Penalty: 3365.090820
	Iteration 21Q: 3 clusters Score -96684.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -96692.890625 Penalty: 3365.090820
	Iteration 22Q: 3 clusters Score -96692.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -96694.390625 Penalty: 3365.090820
	Iteration 23Q: 3 clusters Score -96694.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -96696.421875 Penalty: 3365.090820
	Iteration 24Q: 3 clusters Score -96696.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -96698.390625 Penalty: 3365.090820
	Iteration 25Q: 3 clusters Score -96698.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -96698.390625 Penalty: 3365.090820
	Iteration 26F: 3 clusters Score -96698.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -76948.054688 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -76948.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75322.601562 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -75322.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75508.242188 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -75508.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75585.421875 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -75585.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75662.023438 Penalty: 3236.414795
	Iteration 3Q: 3 clusters Score -75662.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75738.132812 Penalty: 3236.414795
	Iteration 4Q: 3 clusters Score -75738.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75823.671875 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -75823.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75870.460938 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -75870.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75959.835938 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -75959.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76055.625000 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -76055.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76172.937500 Penalty: 3236.414795
	Iteration 9Q: 3 clusters Score -76172.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76240.531250 Penalty: 3236.414795
	Iteration 10Q: 3 clusters Score -76240.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -76296.312500 Penalty: 3236.414795
	Iteration 11Q: 3 clusters Score -76296.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76370.812500 Penalty: 3236.414795
	Iteration 12Q: 3 clusters Score -76370.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -76420.351562 Penalty: 3236.414795
	Iteration 13Q: 3 clusters Score -76420.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76526.335938 Penalty: 3236.414795
	Iteration 14Q: 3 clusters Score -76526.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -76642.734375 Penalty: 3236.414795
	Iteration 15Q: 3 clusters Score -76642.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -76810.242188 Penalty: 3236.414795
	Iteration 16Q: 3 clusters Score -76810.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -76917.570312 Penalty: 3236.414795
	Iteration 17Q: 3 clusters Score -76917.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76945.812500 Penalty: 3236.414795
	Iteration 18Q: 3 clusters Score -76945.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -77004.734375 Penalty: 3236.414795
	Iteration 19Q: 3 clusters Score -77004.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77071.562500 Penalty: 3236.414795
	Iteration 20F: 3 clusters Score -77071.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77136.937500 Penalty: 3236.414795
	Iteration 21Q: 3 clusters Score -77136.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -77184.578125 Penalty: 3236.414795
	Iteration 22Q: 3 clusters Score -77184.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -77229.812500 Penalty: 3236.414795
	Iteration 23Q: 3 clusters Score -77229.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -77261.656250 Penalty: 3236.414795
	Iteration 24Q: 3 clusters Score -77261.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -77298.726562 Penalty: 3236.414795
	Iteration 25Q: 3 clusters Score -77298.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -77310.367188 Penalty: 3236.414795
	Iteration 26Q: 3 clusters Score -77310.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -77310.367188 Penalty: 3236.414795
	Iteration 27F: 3 clusters Score -77310.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 50650 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 22971 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 180767 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 74831 members 
Mstep: Class 10 contains 87769 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 10231 members 
Mstep: Class 13 contains 169515 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 96892 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 18 contains 23826 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 7948 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 47045 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 25356 members 
Mstep: Class 27 contains 19973 members 
Mstep: Class 28 contains 8435 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 303 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12492 members 
Mstep: Class 34 contains 49482 members 
Mstep: Class 35 contains 14478 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 12273 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 425 members 
Mstep: Class 41 contains 533 members 
Mstep: Class 42 contains 142384 members 
Mstep: Class 43 contains 884 members 
Mstep: Class 44 contains 301 members 
Mstep: Class 45 contains 460 members 
Entering Unmasked Estep 
Score: -150961648.000000 Penalty: 156338.828125
Splitting cluster 44 changes total score from -150963200.000000 to -150961648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -50287.183594 Penalty: 1520.544189
	Iteration 0F: 2 clusters Score -50287.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48819.226562 Penalty: 3041.088379
	Iteration 0F: 3 clusters Score -48819.23 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48996.957031 Penalty: 3041.088379
	Iteration 1F: 3 clusters Score -48996.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49062.250000 Penalty: 3041.088379
	Iteration 2F: 3 clusters Score -49062.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49104.570312 Penalty: 3041.088379
	Iteration 3Q: 3 clusters Score -49104.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49159.683594 Penalty: 3041.088379
	Iteration 4Q: 3 clusters Score -49159.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49303.214844 Penalty: 3041.088379
	Iteration 5Q: 3 clusters Score -49303.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49357.128906 Penalty: 3041.088379
	Iteration 6Q: 3 clusters Score -49357.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49381.937500 Penalty: 3041.088379
	Iteration 7Q: 3 clusters Score -49381.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49405.308594 Penalty: 3041.088379
	Iteration 8Q: 3 clusters Score -49405.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49435.234375 Penalty: 3041.088379
	Iteration 9Q: 3 clusters Score -49435.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49465.414062 Penalty: 3041.088379
	Iteration 10Q: 3 clusters Score -49465.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49487.707031 Penalty: 3041.088379
	Iteration 11Q: 3 clusters Score -49487.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49502.160156 Penalty: 3041.088379
	Iteration 12Q: 3 clusters Score -49502.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49513.539062 Penalty: 3041.088379
	Iteration 13Q: 3 clusters Score -49513.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -49547.093750 Penalty: 3041.088379
	Iteration 14Q: 3 clusters Score -49547.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49567.488281 Penalty: 3041.088379
	Iteration 15Q: 3 clusters Score -49567.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -49579.960938 Penalty: 3041.088379
	Iteration 16Q: 3 clusters Score -49579.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -49587.941406 Penalty: 3041.088379
	Iteration 17Q: 3 clusters Score -49587.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -49590.949219 Penalty: 3041.088379
	Iteration 18Q: 3 clusters Score -49590.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -49600.882812 Penalty: 3041.088379
	Iteration 19Q: 3 clusters Score -49600.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -49610.011719 Penalty: 3041.088379
	Iteration 20F: 3 clusters Score -49610.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -49612.480469 Penalty: 3041.088379
	Iteration 21Q: 3 clusters Score -49612.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -49616.527344 Penalty: 3041.088379
	Iteration 22Q: 3 clusters Score -49616.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -49619.691406 Penalty: 3041.088379
	Iteration 23Q: 3 clusters Score -49619.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -49625.980469 Penalty: 3041.088379
	Iteration 24Q: 3 clusters Score -49625.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -49627.078125 Penalty: 3041.088379
	Iteration 25Q: 3 clusters Score -49627.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -49627.078125 Penalty: 3041.088379
	Iteration 26F: 3 clusters Score -49627.08 nChanged 0
--- Evaluating fit on full set of 3639907 points ---
Entering Unmasked Estep 
Score: -456603008.000000 Penalty: 164852.703125
21->45 Clusters: Score -456603008.000000, best is -456564096.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1213302 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Mstep: Class 2 contains 57562 members 
Mstep: Class 3 contains 57388 members 
Mstep: Class 4 contains 57643 members 
Mstep: Class 5 contains 57697 members 
Mstep: Class 6 contains 58315 members 
Mstep: Class 7 contains 57790 members 
Mstep: Class 8 contains 57529 members 
Mstep: Class 9 contains 58186 members 
Mstep: Class 10 contains 57671 members 
Mstep: Class 11 contains 57731 members 
Mstep: Class 12 contains 57996 members 
Mstep: Class 13 contains 58367 members 
Mstep: Class 14 contains 58047 members 
Mstep: Class 15 contains 57902 members 
Mstep: Class 16 contains 57925 members 
Mstep: Class 17 contains 57715 members 
Mstep: Class 18 contains 57507 members 
Mstep: Class 19 contains 57200 members 
Mstep: Class 20 contains 57819 members 
Mstep: Class 21 contains 57784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 202.499725 but Gain 3474.203125
Score: -141828016.000000 Penalty: 69483.921875
Iteration 0F: 21 clusters Score -1.41828e+08 nChanged 1153741
Entering Unmasked Mstep 
Mstep: Class 0 contains 3189 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 76404 members 
Mstep: Class 3 contains 29283 members 
Mstep: Class 4 contains 5070 members 
Mstep: Class 5 contains 24150 members 
Mstep: Class 6 contains 76695 members 
Mstep: Class 7 contains 14287 members 
Mstep: Class 8 contains 15152 members 
Mstep: Class 9 contains 13779 members 
Mstep: Class 10 contains 6659 members 
Mstep: Class 11 contains 422494 members 
Mstep: Class 12 contains 57229 members 
Mstep: Class 13 contains 14709 members 
Mstep: Class 14 contains 29714 members 
Mstep: Class 15 contains 48845 members 
Mstep: Class 16 contains 200560 members 
Mstep: Class 18 contains 9064 members 
Mstep: Class 19 contains 12720 members 
Mstep: Class 20 contains 80971 members 
Mstep: Class 21 contains 57795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147153568.000000 Penalty: 69483.921875
Iteration 1F: 21 clusters Score -1.471536e+08 nChanged 510176
Entering Unmasked Mstep 
Mstep: Class 0 contains 3188 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 68574 members 
Mstep: Class 3 contains 24244 members 
Mstep: Class 4 contains 5509 members 
Mstep: Class 5 contains 23404 members 
Mstep: Class 6 contains 52458 members 
Mstep: Class 7 contains 13405 members 
Mstep: Class 8 contains 24894 members 
Mstep: Class 9 contains 6335 members 
Mstep: Class 10 contains 5077 members 
Mstep: Class 11 contains 410366 members 
Mstep: Class 12 contains 55820 members 
Mstep: Class 13 contains 15942 members 
Mstep: Class 14 contains 14389 members 
Mstep: Class 15 contains 36445 members 
Mstep: Class 16 contains 292906 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 12831 members 
Mstep: Class 20 contains 80659 members 
Mstep: Class 21 contains 53477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148347696.000000 Penalty: 69483.921875
Iteration 2F: 21 clusters Score -1.483477e+08 nChanged 375630
Entering Unmasked Mstep 
Mstep: Class 0 contains 2995 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 68621 members 
Mstep: Class 3 contains 20092 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 32452 members 
Mstep: Class 6 contains 25585 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 32165 members 
Mstep: Class 9 contains 4170 members 
Mstep: Class 10 contains 3486 members 
Mstep: Class 11 contains 324378 members 
Mstep: Class 12 contains 44771 members 
Mstep: Class 13 contains 25067 members 
Mstep: Class 14 contains 9048 members 
Mstep: Class 15 contains 34219 members 
Mstep: Class 16 contains 329219 members 
Mstep: Class 18 contains 11719 members 
Mstep: Class 19 contains 14429 members 
Mstep: Class 20 contains 139047 members 
Mstep: Class 21 contains 68228 members 
Entering Unmasked Estep 
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Iteration 3F: 21 clusters Score -1.49178e+08 nChanged 304848
Entering Unmasked Mstep 
Mstep: Class 0 contains 2539 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 72964 members 
Mstep: Class 3 contains 14239 members 
Mstep: Class 4 contains 7803 members 
Mstep: Class 5 contains 35625 members 
Mstep: Class 6 contains 16190 members 
Mstep: Class 7 contains 17284 members 
Mstep: Class 8 contains 32913 members 
Mstep: Class 9 contains 3398 members 
Mstep: Class 10 contains 3131 members 
Mstep: Class 11 contains 318408 members 
Mstep: Class 12 contains 39520 members 
Mstep: Class 13 contains 32520 members 
Mstep: Class 14 contains 8975 members 
Mstep: Class 15 contains 33860 members 
Mstep: Class 16 contains 265023 members 
Mstep: Class 18 contains 11969 members 
Mstep: Class 19 contains 13450 members 
Mstep: Class 20 contains 188782 members 
Mstep: Class 21 contains 93836 members 
Entering Unmasked Estep 
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Iteration 4F: 21 clusters Score -1.496974e+08 nChanged 194214
Entering Unmasked Mstep 
Mstep: Class 0 contains 1691 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 78031 members 
Mstep: Class 3 contains 11600 members 
Mstep: Class 4 contains 8453 members 
Mstep: Class 5 contains 34746 members 
Mstep: Class 6 contains 13264 members 
Mstep: Class 7 contains 17818 members 
Mstep: Class 8 contains 30572 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 3264 members 
Mstep: Class 11 contains 336962 members 
Mstep: Class 12 contains 39677 members 
Mstep: Class 13 contains 35352 members 
Mstep: Class 14 contains 10132 members 
Mstep: Class 15 contains 36503 members 
Mstep: Class 16 contains 209573 members 
Mstep: Class 18 contains 11374 members 
Mstep: Class 19 contains 11893 members 
Mstep: Class 20 contains 207335 members 
Mstep: Class 21 contains 109695 members 
Entering Unmasked Estep 
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Iteration 5F: 21 clusters Score -1.500034e+08 nChanged 127831
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 78416 members 
Mstep: Class 3 contains 11469 members 
Mstep: Class 4 contains 8966 members 
Mstep: Class 5 contains 33587 members 
Mstep: Class 6 contains 11896 members 
Mstep: Class 7 contains 17676 members 
Mstep: Class 8 contains 27650 members 
Mstep: Class 9 contains 4916 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 337238 members 
Mstep: Class 12 contains 40157 members 
Mstep: Class 13 contains 38670 members 
Mstep: Class 14 contains 11366 members 
Mstep: Class 15 contains 40350 members 
Mstep: Class 16 contains 189482 members 
Mstep: Class 18 contains 10851 members 
Mstep: Class 19 contains 11120 members 
Mstep: Class 20 contains 215195 members 
Mstep: Class 21 contains 117547 members 
Entering Unmasked Estep 
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Iteration 6F: 21 clusters Score -1.501948e+08 nChanged 92650
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 78347 members 
Mstep: Class 3 contains 12787 members 
Mstep: Class 4 contains 9367 members 
Mstep: Class 5 contains 32690 members 
Mstep: Class 6 contains 11168 members 
Mstep: Class 7 contains 17632 members 
Mstep: Class 8 contains 24966 members 
Mstep: Class 9 contains 5438 members 
Mstep: Class 10 contains 3524 members 
Mstep: Class 11 contains 334847 members 
Mstep: Class 12 contains 41069 members 
Mstep: Class 13 contains 43223 members 
Mstep: Class 14 contains 12481 members 
Mstep: Class 15 contains 43545 members 
Mstep: Class 16 contains 177373 members 
Mstep: Class 18 contains 10305 members 
Mstep: Class 19 contains 11348 members 
Mstep: Class 20 contains 218484 members 
Mstep: Class 21 contains 121320 members 
Entering Unmasked Estep 
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Iteration 7F: 21 clusters Score -1.502772e+08 nChanged 68223
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 77343 members 
Mstep: Class 3 contains 15168 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 32041 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 17676 members 
Mstep: Class 8 contains 23040 members 
Mstep: Class 9 contains 5537 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 330617 members 
Mstep: Class 12 contains 42279 members 
Mstep: Class 13 contains 47351 members 
Mstep: Class 14 contains 13817 members 
Mstep: Class 15 contains 45859 members 
Mstep: Class 16 contains 170672 members 
Mstep: Class 18 contains 9840 members 
Mstep: Class 19 contains 12482 members 
Mstep: Class 20 contains 218906 members 
Mstep: Class 21 contains 123159 members 
Entering Unmasked Estep 
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Iteration 8F: 21 clusters Score -1.503308e+08 nChanged 51446
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 75538 members 
Mstep: Class 3 contains 18174 members 
Mstep: Class 4 contains 10200 members 
Mstep: Class 5 contains 31622 members 
Mstep: Class 6 contains 10581 members 
Mstep: Class 7 contains 17839 members 
Mstep: Class 8 contains 21706 members 
Mstep: Class 9 contains 5586 members 
Mstep: Class 10 contains 3671 members 
Mstep: Class 11 contains 325816 members 
Mstep: Class 12 contains 43041 members 
Mstep: Class 13 contains 50837 members 
Mstep: Class 14 contains 15288 members 
Mstep: Class 15 contains 47343 members 
Mstep: Class 16 contains 167592 members 
Mstep: Class 18 contains 9423 members 
Mstep: Class 19 contains 14141 members 
Mstep: Class 20 contains 217515 members 
Mstep: Class 21 contains 124002 members 
Entering Unmasked Estep 
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Iteration 9Q: 21 clusters Score -1.503678e+08 nChanged 41561
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 73363 members 
Mstep: Class 3 contains 21296 members 
Mstep: Class 4 contains 10618 members 
Mstep: Class 5 contains 31320 members 
Mstep: Class 6 contains 10768 members 
Mstep: Class 7 contains 18289 members 
Mstep: Class 8 contains 20655 members 
Mstep: Class 9 contains 5613 members 
Mstep: Class 10 contains 3783 members 
Mstep: Class 11 contains 320686 members 
Mstep: Class 12 contains 43391 members 
Mstep: Class 13 contains 54076 members 
Mstep: Class 14 contains 16881 members 
Mstep: Class 15 contains 47967 members 
Mstep: Class 16 contains 166590 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 15919 members 
Mstep: Class 20 contains 215657 members 
Mstep: Class 21 contains 123849 members 
Entering Unmasked Estep 
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Iteration 10Q: 21 clusters Score -1.503948e+08 nChanged 35384
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 71316 members 
Mstep: Class 3 contains 24253 members 
Mstep: Class 4 contains 11044 members 
Mstep: Class 5 contains 31136 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 18932 members 
Mstep: Class 8 contains 19773 members 
Mstep: Class 9 contains 5635 members 
Mstep: Class 10 contains 3873 members 
Mstep: Class 11 contains 315287 members 
Mstep: Class 12 contains 43424 members 
Mstep: Class 13 contains 57228 members 
Mstep: Class 14 contains 18475 members 
Mstep: Class 15 contains 48081 members 
Mstep: Class 16 contains 166549 members 
Mstep: Class 18 contains 9116 members 
Mstep: Class 19 contains 17988 members 
Mstep: Class 20 contains 214018 members 
Mstep: Class 21 contains 122758 members 
Entering Unmasked Estep 
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Iteration 11Q: 21 clusters Score -1.504159e+08 nChanged 31984
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 69928 members 
Mstep: Class 3 contains 26815 members 
Mstep: Class 4 contains 11450 members 
Mstep: Class 5 contains 31021 members 
Mstep: Class 6 contains 11472 members 
Mstep: Class 7 contains 19798 members 
Mstep: Class 8 contains 19071 members 
Mstep: Class 9 contains 5614 members 
Mstep: Class 10 contains 3987 members 
Mstep: Class 11 contains 309727 members 
Mstep: Class 12 contains 43235 members 
Mstep: Class 13 contains 60462 members 
Mstep: Class 14 contains 19985 members 
Mstep: Class 15 contains 47741 members 
Mstep: Class 16 contains 166298 members 
Mstep: Class 18 contains 9192 members 
Mstep: Class 19 contains 20370 members 
Mstep: Class 20 contains 212823 members 
Mstep: Class 21 contains 120959 members 
Entering Unmasked Estep 
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Iteration 12Q: 21 clusters Score -1.504349e+08 nChanged 31256
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 69909 members 
Mstep: Class 3 contains 28987 members 
Mstep: Class 4 contains 11866 members 
Mstep: Class 5 contains 30951 members 
Mstep: Class 6 contains 12023 members 
Mstep: Class 7 contains 20598 members 
Mstep: Class 8 contains 18405 members 
Mstep: Class 9 contains 5559 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 303746 members 
Mstep: Class 12 contains 42984 members 
Mstep: Class 13 contains 63896 members 
Mstep: Class 14 contains 21379 members 
Mstep: Class 15 contains 47242 members 
Mstep: Class 16 contains 165006 members 
Mstep: Class 18 contains 9447 members 
Mstep: Class 19 contains 22960 members 
Mstep: Class 20 contains 211893 members 
Mstep: Class 21 contains 118982 members 
Entering Unmasked Estep 
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Iteration 13Q: 21 clusters Score -1.504504e+08 nChanged 32053
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 71465 members 
Mstep: Class 3 contains 30790 members 
Mstep: Class 4 contains 12217 members 
Mstep: Class 5 contains 30940 members 
Mstep: Class 6 contains 12609 members 
Mstep: Class 7 contains 21118 members 
Mstep: Class 8 contains 17835 members 
Mstep: Class 9 contains 5464 members 
Mstep: Class 10 contains 4286 members 
Mstep: Class 11 contains 297419 members 
Mstep: Class 12 contains 42739 members 
Mstep: Class 13 contains 67753 members 
Mstep: Class 14 contains 22732 members 
Mstep: Class 15 contains 46690 members 
Mstep: Class 16 contains 162498 members 
Mstep: Class 18 contains 9844 members 
Mstep: Class 19 contains 25539 members 
Mstep: Class 20 contains 211245 members 
Mstep: Class 21 contains 116767 members 
Entering Unmasked Estep 
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Iteration 14Q: 21 clusters Score -1.504639e+08 nChanged 32118
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 73721 members 
Mstep: Class 3 contains 32223 members 
Mstep: Class 4 contains 12499 members 
Mstep: Class 5 contains 30901 members 
Mstep: Class 6 contains 13155 members 
Mstep: Class 7 contains 21616 members 
Mstep: Class 8 contains 17346 members 
Mstep: Class 9 contains 5349 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 290279 members 
Mstep: Class 12 contains 42583 members 
Mstep: Class 13 contains 72119 members 
Mstep: Class 14 contains 24115 members 
Mstep: Class 15 contains 46361 members 
Mstep: Class 16 contains 159052 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 27847 members 
Mstep: Class 20 contains 210916 members 
Mstep: Class 21 contains 115029 members 
Entering Unmasked Estep 
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Iteration 15Q: 21 clusters Score -1.504818e+08 nChanged 31337
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 76726 members 
Mstep: Class 3 contains 33500 members 
Mstep: Class 4 contains 12765 members 
Mstep: Class 5 contains 30831 members 
Mstep: Class 6 contains 13616 members 
Mstep: Class 7 contains 22138 members 
Mstep: Class 8 contains 16926 members 
Mstep: Class 9 contains 5226 members 
Mstep: Class 10 contains 4696 members 
Mstep: Class 11 contains 283441 members 
Mstep: Class 12 contains 42386 members 
Mstep: Class 13 contains 76743 members 
Mstep: Class 14 contains 25544 members 
Mstep: Class 15 contains 46040 members 
Mstep: Class 16 contains 154519 members 
Mstep: Class 18 contains 11009 members 
Mstep: Class 19 contains 29636 members 
Mstep: Class 20 contains 210418 members 
Mstep: Class 21 contains 113790 members 
Entering Unmasked Estep 
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Iteration 16Q: 21 clusters Score -1.504985e+08 nChanged 31325
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 80797 members 
Mstep: Class 3 contains 34618 members 
Mstep: Class 4 contains 13034 members 
Mstep: Class 5 contains 30795 members 
Mstep: Class 6 contains 13954 members 
Mstep: Class 7 contains 22789 members 
Mstep: Class 8 contains 16577 members 
Mstep: Class 9 contains 5104 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 276956 members 
Mstep: Class 12 contains 42235 members 
Mstep: Class 13 contains 81427 members 
Mstep: Class 14 contains 26939 members 
Mstep: Class 15 contains 45771 members 
Mstep: Class 16 contains 148345 members 
Mstep: Class 18 contains 11758 members 
Mstep: Class 19 contains 30746 members 
Mstep: Class 20 contains 209858 members 
Mstep: Class 21 contains 113271 members 
Entering Unmasked Estep 
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Iteration 17Q: 21 clusters Score -1.505176e+08 nChanged 31118
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 87121 members 
Mstep: Class 3 contains 35509 members 
Mstep: Class 4 contains 13226 members 
Mstep: Class 5 contains 30824 members 
Mstep: Class 6 contains 14224 members 
Mstep: Class 7 contains 23494 members 
Mstep: Class 8 contains 16327 members 
Mstep: Class 9 contains 5004 members 
Mstep: Class 10 contains 5293 members 
Mstep: Class 11 contains 271323 members 
Mstep: Class 12 contains 42047 members 
Mstep: Class 13 contains 85669 members 
Mstep: Class 14 contains 28409 members 
Mstep: Class 15 contains 45542 members 
Mstep: Class 16 contains 139599 members 
Mstep: Class 18 contains 12654 members 
Mstep: Class 19 contains 31305 members 
Mstep: Class 20 contains 209283 members 
Mstep: Class 21 contains 113094 members 
Entering Unmasked Estep 
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Iteration 18Q: 21 clusters Score -1.505403e+08 nChanged 32540
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 96229 members 
Mstep: Class 3 contains 36308 members 
Mstep: Class 4 contains 13391 members 
Mstep: Class 5 contains 30908 members 
Mstep: Class 6 contains 14354 members 
Mstep: Class 7 contains 24181 members 
Mstep: Class 8 contains 16171 members 
Mstep: Class 9 contains 4919 members 
Mstep: Class 10 contains 5688 members 
Mstep: Class 11 contains 266390 members 
Mstep: Class 12 contains 41897 members 
Mstep: Class 13 contains 89368 members 
Mstep: Class 14 contains 30043 members 
Mstep: Class 15 contains 45285 members 
Mstep: Class 16 contains 127735 members 
Mstep: Class 18 contains 13750 members 
Mstep: Class 19 contains 31531 members 
Mstep: Class 20 contains 208851 members 
Mstep: Class 21 contains 112946 members 
Entering Unmasked Estep 
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Iteration 19Q: 21 clusters Score -1.505801e+08 nChanged 30393
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 102200 members 
Mstep: Class 3 contains 36974 members 
Mstep: Class 4 contains 13516 members 
Mstep: Class 5 contains 31029 members 
Mstep: Class 6 contains 14300 members 
Mstep: Class 7 contains 24557 members 
Mstep: Class 8 contains 16011 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 6179 members 
Mstep: Class 11 contains 262185 members 
Mstep: Class 12 contains 41737 members 
Mstep: Class 13 contains 92372 members 
Mstep: Class 14 contains 31869 members 
Mstep: Class 15 contains 45177 members 
Mstep: Class 16 contains 118253 members 
Mstep: Class 18 contains 14785 members 
Mstep: Class 19 contains 31752 members 
Mstep: Class 20 contains 209367 members 
Mstep: Class 21 contains 112823 members 
Entering Unmasked Estep 
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Iteration 20F: 21 clusters Score -1.506316e+08 nChanged 26755
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 101682 members 
Mstep: Class 3 contains 37614 members 
Mstep: Class 4 contains 13557 members 
Mstep: Class 5 contains 31122 members 
Mstep: Class 6 contains 14192 members 
Mstep: Class 7 contains 24622 members 
Mstep: Class 8 contains 15868 members 
Mstep: Class 9 contains 4845 members 
Mstep: Class 10 contains 6714 members 
Mstep: Class 11 contains 258081 members 
Mstep: Class 12 contains 41663 members 
Mstep: Class 13 contains 94787 members 
Mstep: Class 14 contains 34080 members 
Mstep: Class 15 contains 44812 members 
Mstep: Class 16 contains 113626 members 
Mstep: Class 18 contains 15388 members 
Mstep: Class 19 contains 32669 members 
Mstep: Class 20 contains 211930 members 
Mstep: Class 21 contains 112716 members 
Entering Unmasked Estep 
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Iteration 21Q: 21 clusters Score -1.506577e+08 nChanged 21225
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 99738 members 
Mstep: Class 3 contains 38330 members 
Mstep: Class 4 contains 13614 members 
Mstep: Class 5 contains 31312 members 
Mstep: Class 6 contains 14171 members 
Mstep: Class 7 contains 25097 members 
Mstep: Class 8 contains 15599 members 
Mstep: Class 9 contains 4801 members 
Mstep: Class 10 contains 7249 members 
Mstep: Class 11 contains 253981 members 
Mstep: Class 12 contains 41602 members 
Mstep: Class 13 contains 96996 members 
Mstep: Class 14 contains 36207 members 
Mstep: Class 15 contains 44322 members 
Mstep: Class 16 contains 111773 members 
Mstep: Class 18 contains 15727 members 
Mstep: Class 19 contains 33518 members 
Mstep: Class 20 contains 213342 members 
Mstep: Class 21 contains 112599 members 
Entering Unmasked Estep 
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Iteration 22Q: 21 clusters Score -1.506682e+08 nChanged 17297
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 97673 members 
Mstep: Class 3 contains 39046 members 
Mstep: Class 4 contains 13688 members 
Mstep: Class 5 contains 31537 members 
Mstep: Class 6 contains 14089 members 
Mstep: Class 7 contains 25693 members 
Mstep: Class 8 contains 15450 members 
Mstep: Class 9 contains 4756 members 
Mstep: Class 10 contains 7739 members 
Mstep: Class 11 contains 250308 members 
Mstep: Class 12 contains 41523 members 
Mstep: Class 13 contains 99129 members 
Mstep: Class 14 contains 38265 members 
Mstep: Class 15 contains 43687 members 
Mstep: Class 16 contains 110915 members 
Mstep: Class 18 contains 15963 members 
Mstep: Class 19 contains 34253 members 
Mstep: Class 20 contains 213759 members 
Mstep: Class 21 contains 112510 members 
Entering Unmasked Estep 
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Iteration 23Q: 21 clusters Score -1.506768e+08 nChanged 15254
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 95826 members 
Mstep: Class 3 contains 39741 members 
Mstep: Class 4 contains 13783 members 
Mstep: Class 5 contains 31797 members 
Mstep: Class 6 contains 14002 members 
Mstep: Class 7 contains 26231 members 
Mstep: Class 8 contains 15341 members 
Mstep: Class 9 contains 4698 members 
Mstep: Class 10 contains 8210 members 
Mstep: Class 11 contains 246965 members 
Mstep: Class 12 contains 41472 members 
Mstep: Class 13 contains 101134 members 
Mstep: Class 14 contains 40183 members 
Mstep: Class 15 contains 42959 members 
Mstep: Class 16 contains 110337 members 
Mstep: Class 18 contains 16189 members 
Mstep: Class 19 contains 34936 members 
Mstep: Class 20 contains 213745 members 
Mstep: Class 21 contains 112437 members 
Entering Unmasked Estep 
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Iteration 24Q: 21 clusters Score -1.506842e+08 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 94191 members 
Mstep: Class 3 contains 40380 members 
Mstep: Class 4 contains 13867 members 
Mstep: Class 5 contains 32117 members 
Mstep: Class 6 contains 13894 members 
Mstep: Class 7 contains 26820 members 
Mstep: Class 8 contains 15297 members 
Mstep: Class 9 contains 4653 members 
Mstep: Class 10 contains 8641 members 
Mstep: Class 11 contains 243781 members 
Mstep: Class 12 contains 41421 members 
Mstep: Class 13 contains 103262 members 
Mstep: Class 14 contains 41908 members 
Mstep: Class 15 contains 42202 members 
Mstep: Class 16 contains 109803 members 
Mstep: Class 18 contains 16372 members 
Mstep: Class 19 contains 35601 members 
Mstep: Class 20 contains 213479 members 
Mstep: Class 21 contains 112299 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -1.506918e+08 nChanged 13761
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 92802 members 
Mstep: Class 3 contains 40989 members 
Mstep: Class 4 contains 14015 members 
Mstep: Class 5 contains 32479 members 
Mstep: Class 6 contains 13746 members 
Mstep: Class 7 contains 27421 members 
Mstep: Class 8 contains 15225 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 9077 members 
Mstep: Class 11 contains 240562 members 
Mstep: Class 12 contains 41301 members 
Mstep: Class 13 contains 105605 members 
Mstep: Class 14 contains 43386 members 
Mstep: Class 15 contains 41435 members 
Mstep: Class 16 contains 109237 members 
Mstep: Class 18 contains 16556 members 
Mstep: Class 19 contains 36304 members 
Mstep: Class 20 contains 213089 members 
Mstep: Class 21 contains 112156 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -1.506982e+08 nChanged 13505
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 91586 members 
Mstep: Class 3 contains 41504 members 
Mstep: Class 4 contains 14197 members 
Mstep: Class 5 contains 32833 members 
Mstep: Class 6 contains 13602 members 
Mstep: Class 7 contains 28082 members 
Mstep: Class 8 contains 15148 members 
Mstep: Class 9 contains 4572 members 
Mstep: Class 10 contains 9456 members 
Mstep: Class 11 contains 237202 members 
Mstep: Class 12 contains 41174 members 
Mstep: Class 13 contains 108176 members 
Mstep: Class 14 contains 44657 members 
Mstep: Class 15 contains 40723 members 
Mstep: Class 16 contains 108631 members 
Mstep: Class 18 contains 16725 members 
Mstep: Class 19 contains 37165 members 
Mstep: Class 20 contains 212621 members 
Mstep: Class 21 contains 111934 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -1.507049e+08 nChanged 13366
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 90475 members 
Mstep: Class 3 contains 41920 members 
Mstep: Class 4 contains 14430 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 13494 members 
Mstep: Class 7 contains 28719 members 
Mstep: Class 8 contains 15111 members 
Mstep: Class 9 contains 4548 members 
Mstep: Class 10 contains 9781 members 
Mstep: Class 11 contains 233489 members 
Mstep: Class 12 contains 41036 members 
Mstep: Class 13 contains 111128 members 
Mstep: Class 14 contains 45741 members 
Mstep: Class 15 contains 39991 members 
Mstep: Class 16 contains 108050 members 
Mstep: Class 18 contains 16896 members 
Mstep: Class 19 contains 38161 members 
Mstep: Class 20 contains 212148 members 
Mstep: Class 21 contains 111752 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -1.507122e+08 nChanged 13376
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 89445 members 
Mstep: Class 3 contains 42271 members 
Mstep: Class 4 contains 14729 members 
Mstep: Class 5 contains 33364 members 
Mstep: Class 6 contains 13400 members 
Mstep: Class 7 contains 29314 members 
Mstep: Class 8 contains 15058 members 
Mstep: Class 9 contains 4527 members 
Mstep: Class 10 contains 10033 members 
Mstep: Class 11 contains 229736 members 
Mstep: Class 12 contains 40862 members 
Mstep: Class 13 contains 114303 members 
Mstep: Class 14 contains 46609 members 
Mstep: Class 15 contains 39294 members 
Mstep: Class 16 contains 107533 members 
Mstep: Class 18 contains 17049 members 
Mstep: Class 19 contains 39272 members 
Mstep: Class 20 contains 211660 members 
Mstep: Class 21 contains 111529 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -1.507186e+08 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 88597 members 
Mstep: Class 3 contains 42513 members 
Mstep: Class 4 contains 14963 members 
Mstep: Class 5 contains 33555 members 
Mstep: Class 6 contains 13314 members 
Mstep: Class 7 contains 29847 members 
Mstep: Class 8 contains 14993 members 
Mstep: Class 9 contains 4511 members 
Mstep: Class 10 contains 10264 members 
Mstep: Class 11 contains 225763 members 
Mstep: Class 12 contains 40720 members 
Mstep: Class 13 contains 117550 members 
Mstep: Class 14 contains 47377 members 
Mstep: Class 15 contains 38697 members 
Mstep: Class 16 contains 107071 members 
Mstep: Class 18 contains 17228 members 
Mstep: Class 19 contains 40377 members 
Mstep: Class 20 contains 211333 members 
Mstep: Class 21 contains 111315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150724816.000000 Penalty: 69483.921875
Iteration 30Q: 21 clusters Score -1.507248e+08 nChanged 12305
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 87857 members 
Mstep: Class 3 contains 42711 members 
Mstep: Class 4 contains 15216 members 
Mstep: Class 5 contains 33713 members 
Mstep: Class 6 contains 13254 members 
Mstep: Class 7 contains 30310 members 
Mstep: Class 8 contains 14925 members 
Mstep: Class 9 contains 4493 members 
Mstep: Class 10 contains 10456 members 
Mstep: Class 11 contains 222056 members 
Mstep: Class 12 contains 40576 members 
Mstep: Class 13 contains 120565 members 
Mstep: Class 14 contains 48089 members 
Mstep: Class 15 contains 38125 members 
Mstep: Class 16 contains 106702 members 
Mstep: Class 18 contains 17370 members 
Mstep: Class 19 contains 41357 members 
Mstep: Class 20 contains 211093 members 
Mstep: Class 21 contains 111119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150729296.000000 Penalty: 69483.921875
Iteration 31Q: 21 clusters Score -1.507293e+08 nChanged 11573
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 87152 members 
Mstep: Class 3 contains 42861 members 
Mstep: Class 4 contains 15429 members 
Mstep: Class 5 contains 33853 members 
Mstep: Class 6 contains 13187 members 
Mstep: Class 7 contains 30699 members 
Mstep: Class 8 contains 14878 members 
Mstep: Class 9 contains 4478 members 
Mstep: Class 10 contains 10680 members 
Mstep: Class 11 contains 218716 members 
Mstep: Class 12 contains 40409 members 
Mstep: Class 13 contains 123260 members 
Mstep: Class 14 contains 48711 members 
Mstep: Class 15 contains 37552 members 
Mstep: Class 16 contains 106428 members 
Mstep: Class 18 contains 17484 members 
Mstep: Class 19 contains 42201 members 
Mstep: Class 20 contains 211051 members 
Mstep: Class 21 contains 110958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150732528.000000 Penalty: 69483.921875
Iteration 32Q: 21 clusters Score -1.507325e+08 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 86505 members 
Mstep: Class 3 contains 42973 members 
Mstep: Class 4 contains 15599 members 
Mstep: Class 5 contains 33966 members 
Mstep: Class 6 contains 13157 members 
Mstep: Class 7 contains 30990 members 
Mstep: Class 8 contains 14834 members 
Mstep: Class 9 contains 4465 members 
Mstep: Class 10 contains 10894 members 
Mstep: Class 11 contains 215887 members 
Mstep: Class 12 contains 40220 members 
Mstep: Class 13 contains 125715 members 
Mstep: Class 14 contains 49262 members 
Mstep: Class 15 contains 37027 members 
Mstep: Class 16 contains 106206 members 
Mstep: Class 18 contains 17575 members 
Mstep: Class 19 contains 42857 members 
Mstep: Class 20 contains 211084 members 
Mstep: Class 21 contains 110771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150735872.000000 Penalty: 69483.921875
Iteration 33Q: 21 clusters Score -1.507359e+08 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 85971 members 
Mstep: Class 3 contains 43080 members 
Mstep: Class 4 contains 15743 members 
Mstep: Class 5 contains 34060 members 
Mstep: Class 6 contains 13121 members 
Mstep: Class 7 contains 31195 members 
Mstep: Class 8 contains 14793 members 
Mstep: Class 9 contains 4454 members 
Mstep: Class 10 contains 11110 members 
Mstep: Class 11 contains 213325 members 
Mstep: Class 12 contains 39999 members 
Mstep: Class 13 contains 127981 members 
Mstep: Class 14 contains 49710 members 
Mstep: Class 15 contains 36551 members 
Mstep: Class 16 contains 106035 members 
Mstep: Class 18 contains 17634 members 
Mstep: Class 19 contains 43419 members 
Mstep: Class 20 contains 211198 members 
Mstep: Class 21 contains 110607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150739616.000000 Penalty: 69483.921875
Iteration 34Q: 21 clusters Score -1.507396e+08 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 85484 members 
Mstep: Class 3 contains 43190 members 
Mstep: Class 4 contains 15847 members 
Mstep: Class 5 contains 34136 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 31351 members 
Mstep: Class 8 contains 14772 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 11335 members 
Mstep: Class 11 contains 211031 members 
Mstep: Class 12 contains 39807 members 
Mstep: Class 13 contains 130075 members 
Mstep: Class 14 contains 50127 members 
Mstep: Class 15 contains 36059 members 
Mstep: Class 16 contains 105910 members 
Mstep: Class 18 contains 17645 members 
Mstep: Class 19 contains 43887 members 
Mstep: Class 20 contains 211345 members 
Mstep: Class 21 contains 110463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150742480.000000 Penalty: 69483.921875
Iteration 35Q: 21 clusters Score -1.507425e+08 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 85045 members 
Mstep: Class 3 contains 43305 members 
Mstep: Class 4 contains 15943 members 
Mstep: Class 5 contains 34188 members 
Mstep: Class 6 contains 13066 members 
Mstep: Class 7 contains 31481 members 
Mstep: Class 8 contains 14752 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 11527 members 
Mstep: Class 11 contains 208957 members 
Mstep: Class 12 contains 39636 members 
Mstep: Class 13 contains 132043 members 
Mstep: Class 14 contains 50527 members 
Mstep: Class 15 contains 35566 members 
Mstep: Class 16 contains 105814 members 
Mstep: Class 18 contains 17659 members 
Mstep: Class 19 contains 44282 members 
Mstep: Class 20 contains 211500 members 
Mstep: Class 21 contains 110263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150744944.000000 Penalty: 69483.921875
Iteration 36Q: 21 clusters Score -1.507449e+08 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 84639 members 
Mstep: Class 3 contains 43439 members 
Mstep: Class 4 contains 16003 members 
Mstep: Class 5 contains 34236 members 
Mstep: Class 6 contains 13052 members 
Mstep: Class 7 contains 31591 members 
Mstep: Class 8 contains 14741 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 11669 members 
Mstep: Class 11 contains 206903 members 
Mstep: Class 12 contains 39495 members 
Mstep: Class 13 contains 133973 members 
Mstep: Class 14 contains 50912 members 
Mstep: Class 15 contains 35081 members 
Mstep: Class 16 contains 105729 members 
Mstep: Class 18 contains 17672 members 
Mstep: Class 19 contains 44597 members 
Mstep: Class 20 contains 211665 members 
Mstep: Class 21 contains 110163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150747152.000000 Penalty: 69483.921875
Iteration 37Q: 21 clusters Score -1.507472e+08 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 84304 members 
Mstep: Class 3 contains 43566 members 
Mstep: Class 4 contains 16041 members 
Mstep: Class 5 contains 34276 members 
Mstep: Class 6 contains 13049 members 
Mstep: Class 7 contains 31664 members 
Mstep: Class 8 contains 14713 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 11809 members 
Mstep: Class 11 contains 205065 members 
Mstep: Class 12 contains 39365 members 
Mstep: Class 13 contains 135791 members 
Mstep: Class 14 contains 51240 members 
Mstep: Class 15 contains 34634 members 
Mstep: Class 16 contains 105658 members 
Mstep: Class 18 contains 17692 members 
Mstep: Class 19 contains 44814 members 
Mstep: Class 20 contains 211833 members 
Mstep: Class 21 contains 110052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150750368.000000 Penalty: 69483.921875
Iteration 38Q: 21 clusters Score -1.507504e+08 nChanged 6977
Entering ConstructFrom: 
Score: -150750368.000000 Penalty: 69483.921875
Entering ConstructFrom: 
Trying to split cluster 1 (3155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Entering Unmasked Estep 
Score: -294534.625000 Penalty: 1998.072388
	Iteration 0F: 2 clusters Score -294534.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -291922.031250 Penalty: 3996.144775
	Iteration 0F: 3 clusters Score -291922 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -296688.437500 Penalty: 3996.144775
	Iteration 1F: 3 clusters Score -296688.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -300544.375000 Penalty: 3996.144775
	Iteration 2F: 3 clusters Score -300544.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -304172.187500 Penalty: 3996.144775
	Iteration 3F: 3 clusters Score -304172.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -305447.187500 Penalty: 3996.144775
	Iteration 4Q: 3 clusters Score -305447.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -306148.437500 Penalty: 3996.144775
	Iteration 5Q: 3 clusters Score -306148.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -306412.437500 Penalty: 3996.144775
	Iteration 6Q: 3 clusters Score -306412.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -306506.531250 Penalty: 3996.144775
	Iteration 7Q: 3 clusters Score -306506.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -306575.718750 Penalty: 3996.144775
	Iteration 8Q: 3 clusters Score -306575.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -306659.218750 Penalty: 3996.144775
	Iteration 9Q: 3 clusters Score -306659.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -306842.312500 Penalty: 3996.144775
	Iteration 10Q: 3 clusters Score -306842.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -307068.218750 Penalty: 3996.144775
	Iteration 11Q: 3 clusters Score -307068.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -307177.843750 Penalty: 3996.144775
	Iteration 12Q: 3 clusters Score -307177.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -307346.718750 Penalty: 3996.144775
	Iteration 13Q: 3 clusters Score -307346.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -307491.656250 Penalty: 3996.144775
	Iteration 14Q: 3 clusters Score -307491.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -307574.687500 Penalty: 3996.144775
	Iteration 15Q: 3 clusters Score -307574.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -307627.000000 Penalty: 3996.144775
	Iteration 16Q: 3 clusters Score -307627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -307661.062500 Penalty: 3996.144775
	Iteration 17Q: 3 clusters Score -307661.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -307681.125000 Penalty: 3996.144775
	Iteration 18Q: 3 clusters Score -307681.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -307714.218750 Penalty: 3996.144775
	Iteration 19Q: 3 clusters Score -307714.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -308209.968750 Penalty: 3996.144775
	Iteration 20F: 3 clusters Score -308210 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -309400.593750 Penalty: 3996.144775
	Iteration 21Q: 3 clusters Score -309400.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -309535.562500 Penalty: 3996.144775
	Iteration 22Q: 3 clusters Score -309535.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -309582.906250 Penalty: 3996.144775
	Iteration 23Q: 3 clusters Score -309582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -309590.437500 Penalty: 3996.144775
	Iteration 24Q: 3 clusters Score -309590.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -309591.218750 Penalty: 3996.144775
	Iteration 25Q: 3 clusters Score -309591.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -309591.218750 Penalty: 3996.144775
	Iteration 26F: 3 clusters Score -309591.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 83997 members 
Mstep: Class 3 contains 43689 members 
Mstep: Class 4 contains 16071 members 
Mstep: Class 5 contains 34322 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 31700 members 
Mstep: Class 8 contains 14677 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 203319 members 
Mstep: Class 12 contains 39242 members 
Mstep: Class 13 contains 137631 members 
Mstep: Class 14 contains 51634 members 
Mstep: Class 15 contains 34167 members 
Mstep: Class 16 contains 105595 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 17691 members 
Mstep: Class 19 contains 44970 members 
Mstep: Class 20 contains 212025 members 
Mstep: Class 21 contains 109891 members 
Entering Unmasked Estep 
Score: -150765984.000000 Penalty: 72958.125000
Splitting cluster 1 changes total score from -150750368.000000 to -150765984.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 2 (83997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83997 members 
Entering Unmasked Estep 
Score: -10709222.000000 Penalty: 2811.957031
	Iteration 0F: 2 clusters Score -1.070922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -10653204.000000 Penalty: 5623.914062
	Iteration 0F: 3 clusters Score -1.06532e+07 nChanged 39466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -10675912.000000 Penalty: 5623.914062
	Iteration 1F: 3 clusters Score -1.067591e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -10677152.000000 Penalty: 5623.914062
	Iteration 2Q: 3 clusters Score -1.067715e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -10678847.000000 Penalty: 5623.914062
	Iteration 3Q: 3 clusters Score -1.067885e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -10681075.000000 Penalty: 5623.914062
	Iteration 4F: 3 clusters Score -1.068108e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -10684012.000000 Penalty: 5623.914062
	Iteration 5F: 3 clusters Score -1.068401e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -10687312.000000 Penalty: 5623.914062
	Iteration 6F: 3 clusters Score -1.068731e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -10690529.000000 Penalty: 5623.914062
	Iteration 7F: 3 clusters Score -1.069053e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -10692778.000000 Penalty: 5623.914062
	Iteration 8F: 3 clusters Score -1.069278e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -10694186.000000 Penalty: 5623.914062
	Iteration 9Q: 3 clusters Score -1.069419e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -10695038.000000 Penalty: 5623.914062
	Iteration 10Q: 3 clusters Score -1.069504e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 54904 members 
Entering Unmasked Estep 
Score: -10695619.000000 Penalty: 5623.914062
	Iteration 11Q: 3 clusters Score -1.069562e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
Score: -10696079.000000 Penalty: 5623.914062
	Iteration 12Q: 3 clusters Score -1.069608e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -10696456.000000 Penalty: 5623.914062
	Iteration 13Q: 3 clusters Score -1.069646e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -10696884.000000 Penalty: 5623.914062
	Iteration 14Q: 3 clusters Score -1.069688e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -10697260.000000 Penalty: 5623.914062
	Iteration 15Q: 3 clusters Score -1.069726e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -10697680.000000 Penalty: 5623.914062
	Iteration 16Q: 3 clusters Score -1.069768e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -10698035.000000 Penalty: 5623.914062
	Iteration 17Q: 3 clusters Score -1.069804e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -10698458.000000 Penalty: 5623.914062
	Iteration 18Q: 3 clusters Score -1.069846e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -10698980.000000 Penalty: 5623.914062
	Iteration 19Q: 3 clusters Score -1.069898e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 66619 members 
Entering Unmasked Estep 
Score: -10699576.000000 Penalty: 5623.914062
	Iteration 20F: 3 clusters Score -1.069958e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 68167 members 
Entering Unmasked Estep 
Score: -10700132.000000 Penalty: 5623.914062
	Iteration 21Q: 3 clusters Score -1.070013e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
Score: -10700790.000000 Penalty: 5623.914062
	Iteration 22Q: 3 clusters Score -1.070079e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 71314 members 
Entering Unmasked Estep 
Score: -10701564.000000 Penalty: 5623.914062
	Iteration 23Q: 3 clusters Score -1.070156e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -10702404.000000 Penalty: 5623.914062
	Iteration 24Q: 3 clusters Score -1.07024e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 74120 members 
Entering Unmasked Estep 
Score: -10703170.000000 Penalty: 5623.914062
	Iteration 25Q: 3 clusters Score -1.070317e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 75256 members 
Entering Unmasked Estep 
Score: -10704018.000000 Penalty: 5623.914062
	Iteration 26Q: 3 clusters Score -1.070402e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 76159 members 
Entering Unmasked Estep 
Score: -10704676.000000 Penalty: 5623.914062
	Iteration 27Q: 3 clusters Score -1.070468e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 76900 members 
Entering Unmasked Estep 
Score: -10705118.000000 Penalty: 5623.914062
	Iteration 28Q: 3 clusters Score -1.070512e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
Score: -10705491.000000 Penalty: 5623.914062
	Iteration 29Q: 3 clusters Score -1.070549e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -10705799.000000 Penalty: 5623.914062
	Iteration 30Q: 3 clusters Score -1.07058e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 78380 members 
Entering Unmasked Estep 
Score: -10706022.000000 Penalty: 5623.914062
	Iteration 31Q: 3 clusters Score -1.070602e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 78727 members 
Entering Unmasked Estep 
Score: -10706244.000000 Penalty: 5623.914062
	Iteration 32Q: 3 clusters Score -1.070624e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -10706434.000000 Penalty: 5623.914062
	Iteration 33Q: 3 clusters Score -1.070643e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 79343 members 
Entering Unmasked Estep 
Score: -10706550.000000 Penalty: 5623.914062
	Iteration 34Q: 3 clusters Score -1.070655e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 79595 members 
Entering Unmasked Estep 
Score: -10706691.000000 Penalty: 5623.914062
	Iteration 35Q: 3 clusters Score -1.070669e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -10706836.000000 Penalty: 5623.914062
	Iteration 36Q: 3 clusters Score -1.070684e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 80017 members 
Entering Unmasked Estep 
Score: -10706931.000000 Penalty: 5623.914062
	Iteration 37Q: 3 clusters Score -1.070693e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 80176 members 
Entering Unmasked Estep 
Score: -10706997.000000 Penalty: 5623.914062
	Iteration 38Q: 3 clusters Score -1.0707e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 80330 members 
Entering Unmasked Estep 
Score: -10707052.000000 Penalty: 5623.914062
	Iteration 39Q: 3 clusters Score -1.070705e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 80481 members 
Entering Unmasked Estep 
Score: -10707102.000000 Penalty: 5623.914062
	Iteration 40F: 3 clusters Score -1.07071e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 80626 members 
Entering Unmasked Estep 
Score: -10707139.000000 Penalty: 5623.914062
	Iteration 41Q: 3 clusters Score -1.070714e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -10707189.000000 Penalty: 5623.914062
	Iteration 42Q: 3 clusters Score -1.070719e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 80845 members 
Entering Unmasked Estep 
Score: -10707236.000000 Penalty: 5623.914062
	Iteration 43Q: 3 clusters Score -1.070724e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -10707268.000000 Penalty: 5623.914062
	Iteration 44Q: 3 clusters Score -1.070727e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 81012 members 
Entering Unmasked Estep 
Score: -10707308.000000 Penalty: 5623.914062
	Iteration 45Q: 3 clusters Score -1.070731e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 81085 members 
Entering Unmasked Estep 
Score: -10707336.000000 Penalty: 5623.914062
	Iteration 46Q: 3 clusters Score -1.070734e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 81149 members 
Entering Unmasked Estep 
Score: -10707348.000000 Penalty: 5623.914062
	Iteration 47Q: 3 clusters Score -1.070735e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 81190 members 
Entering Unmasked Estep 
Score: -10707356.000000 Penalty: 5623.914062
	Iteration 48Q: 3 clusters Score -1.070736e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 81227 members 
Entering Unmasked Estep 
Score: -10707356.000000 Penalty: 5623.914062
	Iteration 49Q: 3 clusters Score -1.070736e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -10707350.000000 Penalty: 5623.914062
	Iteration 50Q: 3 clusters Score -1.070735e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 81313 members 
Entering Unmasked Estep 
Score: -10707353.000000 Penalty: 5623.914062
	Iteration 51Q: 3 clusters Score -1.070735e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 81350 members 
Entering Unmasked Estep 
Score: -10707380.000000 Penalty: 5623.914062
	Iteration 52Q: 3 clusters Score -1.070738e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -10707395.000000 Penalty: 5623.914062
	Iteration 53Q: 3 clusters Score -1.07074e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 81404 members 
Entering Unmasked Estep 
Score: -10707393.000000 Penalty: 5623.914062
	Iteration 54Q: 3 clusters Score -1.070739e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 81429 members 
Entering Unmasked Estep 
Score: -10707399.000000 Penalty: 5623.914062
	Iteration 55Q: 3 clusters Score -1.07074e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 81457 members 
Entering Unmasked Estep 
Score: -10707394.000000 Penalty: 5623.914062
	Iteration 56Q: 3 clusters Score -1.070739e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 81494 members 
Entering Unmasked Estep 
Score: -10707425.000000 Penalty: 5623.914062
	Iteration 57Q: 3 clusters Score -1.070742e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -10707433.000000 Penalty: 5623.914062
	Iteration 58Q: 3 clusters Score -1.070743e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 81553 members 
Entering Unmasked Estep 
Score: -10707443.000000 Penalty: 5623.914062
	Iteration 59Q: 3 clusters Score -1.070744e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 81581 members 
Entering Unmasked Estep 
Score: -10707469.000000 Penalty: 5623.914062
	Iteration 60F: 3 clusters Score -1.070747e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
Score: -10707472.000000 Penalty: 5623.914062
	Iteration 61Q: 3 clusters Score -1.070747e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 81624 members 
Entering Unmasked Estep 
Score: -10707463.000000 Penalty: 5623.914062
	Iteration 62Q: 3 clusters Score -1.070746e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 81647 members 
Entering Unmasked Estep 
Score: -10707465.000000 Penalty: 5623.914062
	Iteration 63Q: 3 clusters Score -1.070746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 81669 members 
Entering Unmasked Estep 
Score: -10707467.000000 Penalty: 5623.914062
	Iteration 64Q: 3 clusters Score -1.070747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 81682 members 
Entering Unmasked Estep 
Score: -10707462.000000 Penalty: 5623.914062
	Iteration 65Q: 3 clusters Score -1.070746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 81693 members 
Entering Unmasked Estep 
Score: -10707464.000000 Penalty: 5623.914062
	Iteration 66Q: 3 clusters Score -1.070746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 81706 members 
Entering Unmasked Estep 
Score: -10707477.000000 Penalty: 5623.914062
	Iteration 67Q: 3 clusters Score -1.070748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 81715 members 
Entering Unmasked Estep 
Score: -10707491.000000 Penalty: 5623.914062
	Iteration 68Q: 3 clusters Score -1.070749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 81722 members 
Entering Unmasked Estep 
Score: -10707492.000000 Penalty: 5623.914062
	Iteration 69Q: 3 clusters Score -1.070749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -10707485.000000 Penalty: 5623.914062
	Iteration 70Q: 3 clusters Score -1.070748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 81731 members 
Entering Unmasked Estep 
Score: -10707484.000000 Penalty: 5623.914062
	Iteration 71Q: 3 clusters Score -1.070748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 81732 members 
Entering Unmasked Estep 
Score: -10707473.000000 Penalty: 5623.914062
	Iteration 72Q: 3 clusters Score -1.070747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 81733 members 
Entering Unmasked Estep 
Score: -10707473.000000 Penalty: 5623.914062
	Iteration 73Q: 3 clusters Score -1.070747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 81735 members 
Entering Unmasked Estep 
Score: -10707473.000000 Penalty: 5623.914062
	Iteration 74Q: 3 clusters Score -1.070747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 81735 members 
Entering Unmasked Estep 
Score: -10707473.000000 Penalty: 5623.914062
	Iteration 75F: 3 clusters Score -1.070747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Entering Unmasked Estep 
Score: -5540987.500000 Penalty: 2649.843262
	Iteration 0F: 2 clusters Score -5540988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -5511310.000000 Penalty: 5299.686523
	Iteration 0F: 3 clusters Score -5511310 nChanged 20243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -5522509.500000 Penalty: 5299.686523
	Iteration 1F: 3 clusters Score -5522510 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5523012.500000 Penalty: 5299.686523
	Iteration 2Q: 3 clusters Score -5523012 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -5523444.500000 Penalty: 5299.686523
	Iteration 3Q: 3 clusters Score -5523444 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -5524018.000000 Penalty: 5299.686523
	Iteration 4Q: 3 clusters Score -5524018 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -5524999.000000 Penalty: 5299.686523
	Iteration 5Q: 3 clusters Score -5524999 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -5526749.500000 Penalty: 5299.686523
	Iteration 6F: 3 clusters Score -5526750 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -5529273.000000 Penalty: 5299.686523
	Iteration 7F: 3 clusters Score -5529273 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -5532037.000000 Penalty: 5299.686523
	Iteration 8F: 3 clusters Score -5532037 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -5534663.000000 Penalty: 5299.686523
	Iteration 9F: 3 clusters Score -5534663 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -5536815.500000 Penalty: 5299.686523
	Iteration 10F: 3 clusters Score -5536816 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -5538432.500000 Penalty: 5299.686523
	Iteration 11F: 3 clusters Score -5538432 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -5539690.500000 Penalty: 5299.686523
	Iteration 12Q: 3 clusters Score -5539690 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -5540738.000000 Penalty: 5299.686523
	Iteration 13Q: 3 clusters Score -5540738 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -5541477.500000 Penalty: 5299.686523
	Iteration 14Q: 3 clusters Score -5541478 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -5541912.000000 Penalty: 5299.686523
	Iteration 15Q: 3 clusters Score -5541912 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -5542122.000000 Penalty: 5299.686523
	Iteration 16Q: 3 clusters Score -5542122 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -5542244.500000 Penalty: 5299.686523
	Iteration 17Q: 3 clusters Score -5542244 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -5542366.500000 Penalty: 5299.686523
	Iteration 18Q: 3 clusters Score -5542366 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -5542437.500000 Penalty: 5299.686523
	Iteration 19Q: 3 clusters Score -5542438 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -5542476.000000 Penalty: 5299.686523
	Iteration 20F: 3 clusters Score -5542476 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -5542495.500000 Penalty: 5299.686523
	Iteration 21Q: 3 clusters Score -5542496 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -5542505.000000 Penalty: 5299.686523
	Iteration 22Q: 3 clusters Score -5542505 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -5542509.500000 Penalty: 5299.686523
	Iteration 23Q: 3 clusters Score -5542510 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -5542523.500000 Penalty: 5299.686523
	Iteration 24Q: 3 clusters Score -5542524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -5542523.000000 Penalty: 5299.686523
	Iteration 25Q: 3 clusters Score -5542523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -5542529.000000 Penalty: 5299.686523
	Iteration 26Q: 3 clusters Score -5542529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -5542548.000000 Penalty: 5299.686523
	Iteration 27Q: 3 clusters Score -5542548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -5542557.500000 Penalty: 5299.686523
	Iteration 28Q: 3 clusters Score -5542558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -5542574.000000 Penalty: 5299.686523
	Iteration 29Q: 3 clusters Score -5542574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -5542571.500000 Penalty: 5299.686523
	Iteration 30Q: 3 clusters Score -5542572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -5542579.000000 Penalty: 5299.686523
	Iteration 31Q: 3 clusters Score -5542579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -5542573.500000 Penalty: 5299.686523
	Iteration 32Q: 3 clusters Score -5542574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -5542580.000000 Penalty: 5299.686523
	Iteration 33Q: 3 clusters Score -5542580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -5542573.500000 Penalty: 5299.686523
	Iteration 34Q: 3 clusters Score -5542574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -5542587.000000 Penalty: 5299.686523
	Iteration 35Q: 3 clusters Score -5542587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -5542590.500000 Penalty: 5299.686523
	Iteration 36Q: 3 clusters Score -5542590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -5542586.500000 Penalty: 5299.686523
	Iteration 37Q: 3 clusters Score -5542586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -5542584.500000 Penalty: 5299.686523
	Iteration 38Q: 3 clusters Score -5542584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -5542586.500000 Penalty: 5299.686523
	Iteration 39Q: 3 clusters Score -5542586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -5542581.500000 Penalty: 5299.686523
	Iteration 40F: 3 clusters Score -5542582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -5542586.500000 Penalty: 5299.686523
	Iteration 41Q: 3 clusters Score -5542586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -5542585.000000 Penalty: 5299.686523
	Iteration 42Q: 3 clusters Score -5542585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -5542592.000000 Penalty: 5299.686523
	Iteration 43Q: 3 clusters Score -5542592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -5542587.000000 Penalty: 5299.686523
	Iteration 44Q: 3 clusters Score -5542587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -5542587.000000 Penalty: 5299.686523
	Iteration 45Q: 3 clusters Score -5542587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -5542592.000000 Penalty: 5299.686523
	Iteration 46Q: 3 clusters Score -5542592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -5542588.000000 Penalty: 5299.686523
	Iteration 47Q: 3 clusters Score -5542588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -5542593.000000 Penalty: 5299.686523
	Iteration 48Q: 3 clusters Score -5542593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -5542585.500000 Penalty: 5299.686523
	Iteration 49Q: 3 clusters Score -5542586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -5542589.500000 Penalty: 5299.686523
	Iteration 50Q: 3 clusters Score -5542590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -5542595.000000 Penalty: 5299.686523
	Iteration 51Q: 3 clusters Score -5542595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -5542594.000000 Penalty: 5299.686523
	Iteration 52Q: 3 clusters Score -5542594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -5542601.500000 Penalty: 5299.686523
	Iteration 53Q: 3 clusters Score -5542602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -5542601.500000 Penalty: 5299.686523
	Iteration 54F: 3 clusters Score -5542602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 83997 members 
Mstep: Class 3 contains 2875 members 
Mstep: Class 4 contains 16071 members 
Mstep: Class 5 contains 34322 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 31700 members 
Mstep: Class 8 contains 14677 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 203319 members 
Mstep: Class 12 contains 39242 members 
Mstep: Class 13 contains 137631 members 
Mstep: Class 14 contains 51634 members 
Mstep: Class 15 contains 34167 members 
Mstep: Class 16 contains 105595 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 17691 members 
Mstep: Class 19 contains 44970 members 
Mstep: Class 20 contains 212025 members 
Mstep: Class 21 contains 109891 members 
Mstep: Class 22 contains 40814 members 
Entering Unmasked Estep 
Score: -150765568.000000 Penalty: 76432.320312
Splitting cluster 3 changes total score from -150750368.000000 to -150765568.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (16071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Entering Unmasked Estep 
Score: -1947371.750000 Penalty: 2401.823242
	Iteration 0F: 2 clusters Score -1947372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1935929.500000 Penalty: 4803.646484
	Iteration 0F: 3 clusters Score -1935930 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1939620.875000 Penalty: 4803.646484
	Iteration 1F: 3 clusters Score -1939621 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1940195.625000 Penalty: 4803.646484
	Iteration 2F: 3 clusters Score -1940196 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1940759.250000 Penalty: 4803.646484
	Iteration 3F: 3 clusters Score -1940759 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1941328.625000 Penalty: 4803.646484
	Iteration 4F: 3 clusters Score -1941329 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1941832.375000 Penalty: 4803.646484
	Iteration 5F: 3 clusters Score -1941832 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1942290.125000 Penalty: 4803.646484
	Iteration 6F: 3 clusters Score -1942290 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1942705.750000 Penalty: 4803.646484
	Iteration 7Q: 3 clusters Score -1942706 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1943119.375000 Penalty: 4803.646484
	Iteration 8Q: 3 clusters Score -1943119 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1943441.500000 Penalty: 4803.646484
	Iteration 9Q: 3 clusters Score -1943442 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1943728.875000 Penalty: 4803.646484
	Iteration 10Q: 3 clusters Score -1943729 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1943986.125000 Penalty: 4803.646484
	Iteration 11Q: 3 clusters Score -1943986 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1944215.250000 Penalty: 4803.646484
	Iteration 12Q: 3 clusters Score -1944215 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1944391.000000 Penalty: 4803.646484
	Iteration 13Q: 3 clusters Score -1944391 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1944535.250000 Penalty: 4803.646484
	Iteration 14Q: 3 clusters Score -1944535 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1944658.250000 Penalty: 4803.646484
	Iteration 15Q: 3 clusters Score -1944658 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1944787.250000 Penalty: 4803.646484
	Iteration 16Q: 3 clusters Score -1944787 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1944898.875000 Penalty: 4803.646484
	Iteration 17Q: 3 clusters Score -1944899 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1945003.125000 Penalty: 4803.646484
	Iteration 18Q: 3 clusters Score -1945003 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1945090.375000 Penalty: 4803.646484
	Iteration 19Q: 3 clusters Score -1945090 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1945184.500000 Penalty: 4803.646484
	Iteration 20F: 3 clusters Score -1945184 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1945270.250000 Penalty: 4803.646484
	Iteration 21Q: 3 clusters Score -1945270 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1945345.000000 Penalty: 4803.646484
	Iteration 22Q: 3 clusters Score -1945345 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1945446.000000 Penalty: 4803.646484
	Iteration 23Q: 3 clusters Score -1945446 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1945558.250000 Penalty: 4803.646484
	Iteration 24Q: 3 clusters Score -1945558 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1945642.250000 Penalty: 4803.646484
	Iteration 25Q: 3 clusters Score -1945642 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1945688.125000 Penalty: 4803.646484
	Iteration 26Q: 3 clusters Score -1945688 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1945718.625000 Penalty: 4803.646484
	Iteration 27Q: 3 clusters Score -1945719 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1945732.250000 Penalty: 4803.646484
	Iteration 28Q: 3 clusters Score -1945732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1945738.875000 Penalty: 4803.646484
	Iteration 29Q: 3 clusters Score -1945739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1945754.375000 Penalty: 4803.646484
	Iteration 30Q: 3 clusters Score -1945754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1945760.000000 Penalty: 4803.646484
	Iteration 31Q: 3 clusters Score -1945760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1945759.750000 Penalty: 4803.646484
	Iteration 32Q: 3 clusters Score -1945760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1945766.000000 Penalty: 4803.646484
	Iteration 33Q: 3 clusters Score -1945766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1945766.500000 Penalty: 4803.646484
	Iteration 34Q: 3 clusters Score -1945766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1945765.875000 Penalty: 4803.646484
	Iteration 35Q: 3 clusters Score -1945766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1945763.125000 Penalty: 4803.646484
	Iteration 36Q: 3 clusters Score -1945763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1945761.875000 Penalty: 4803.646484
	Iteration 37Q: 3 clusters Score -1945762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1945761.875000 Penalty: 4803.646484
	Iteration 38F: 3 clusters Score -1945762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Entering Unmasked Estep 
Score: -4258804.000000 Penalty: 2589.998291
	Iteration 0F: 2 clusters Score -4258804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -4235600.000000 Penalty: 5179.996582
	Iteration 0F: 3 clusters Score -4235600 nChanged 15550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -4244843.000000 Penalty: 5179.996582
	Iteration 1F: 3 clusters Score -4244843 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -4246610.000000 Penalty: 5179.996582
	Iteration 2F: 3 clusters Score -4246610 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -4249263.500000 Penalty: 5179.996582
	Iteration 3F: 3 clusters Score -4249264 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -4252535.500000 Penalty: 5179.996582
	Iteration 4F: 3 clusters Score -4252536 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -4256149.500000 Penalty: 5179.996582
	Iteration 5F: 3 clusters Score -4256150 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -4259523.500000 Penalty: 5179.996582
	Iteration 6F: 3 clusters Score -4259524 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -4262005.500000 Penalty: 5179.996582
	Iteration 7F: 3 clusters Score -4262006 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -4263925.000000 Penalty: 5179.996582
	Iteration 8F: 3 clusters Score -4263925 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4265696.500000 Penalty: 5179.996582
	Iteration 9Q: 3 clusters Score -4265696 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -4267055.000000 Penalty: 5179.996582
	Iteration 10Q: 3 clusters Score -4267055 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -4267713.000000 Penalty: 5179.996582
	Iteration 11Q: 3 clusters Score -4267713 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -4267936.500000 Penalty: 5179.996582
	Iteration 12Q: 3 clusters Score -4267936 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -4267987.000000 Penalty: 5179.996582
	Iteration 13Q: 3 clusters Score -4267987 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -4267999.500000 Penalty: 5179.996582
	Iteration 14Q: 3 clusters Score -4268000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -4268001.000000 Penalty: 5179.996582
	Iteration 15Q: 3 clusters Score -4268001 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -4267996.000000 Penalty: 5179.996582
	Iteration 16Q: 3 clusters Score -4267996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -4268001.500000 Penalty: 5179.996582
	Iteration 17Q: 3 clusters Score -4268002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -4268010.000000 Penalty: 5179.996582
	Iteration 18Q: 3 clusters Score -4268010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4268012.000000 Penalty: 5179.996582
	Iteration 19Q: 3 clusters Score -4268012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -4268015.500000 Penalty: 5179.996582
	Iteration 20F: 3 clusters Score -4268016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -4268016.000000 Penalty: 5179.996582
	Iteration 21Q: 3 clusters Score -4268016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -4268024.000000 Penalty: 5179.996582
	Iteration 22Q: 3 clusters Score -4268024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -4268025.500000 Penalty: 5179.996582
	Iteration 23Q: 3 clusters Score -4268026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -4268029.500000 Penalty: 5179.996582
	Iteration 24Q: 3 clusters Score -4268030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -4268028.000000 Penalty: 5179.996582
	Iteration 25Q: 3 clusters Score -4268028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -4268025.500000 Penalty: 5179.996582
	Iteration 26Q: 3 clusters Score -4268026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -4268025.500000 Penalty: 5179.996582
	Iteration 27F: 3 clusters Score -4268026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 83997 members 
Mstep: Class 3 contains 2875 members 
Mstep: Class 4 contains 16071 members 
Mstep: Class 5 contains 15885 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 31700 members 
Mstep: Class 8 contains 14677 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 203319 members 
Mstep: Class 12 contains 39242 members 
Mstep: Class 13 contains 137631 members 
Mstep: Class 14 contains 51634 members 
Mstep: Class 15 contains 34167 members 
Mstep: Class 16 contains 105595 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 17691 members 
Mstep: Class 19 contains 44970 members 
Mstep: Class 20 contains 212025 members 
Mstep: Class 21 contains 109891 members 
Mstep: Class 22 contains 40814 members 
Mstep: Class 23 contains 18437 members 
Entering Unmasked Estep 
Score: -150774432.000000 Penalty: 79906.515625
Splitting cluster 5 changes total score from -150750368.000000 to -150774432.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (13036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Entering Unmasked Estep 
Score: -1555601.750000 Penalty: 2349.916504
	Iteration 0F: 2 clusters Score -1555602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1546100.000000 Penalty: 4699.833008
	Iteration 0F: 3 clusters Score -1546100 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1549244.875000 Penalty: 4699.833008
	Iteration 1F: 3 clusters Score -1549245 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1549837.125000 Penalty: 4699.833008
	Iteration 2F: 3 clusters Score -1549837 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1550479.750000 Penalty: 4699.833008
	Iteration 3F: 3 clusters Score -1550480 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1551274.875000 Penalty: 4699.833008
	Iteration 4F: 3 clusters Score -1551275 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1552239.375000 Penalty: 4699.833008
	Iteration 5F: 3 clusters Score -1552239 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1553090.000000 Penalty: 4699.833008
	Iteration 6F: 3 clusters Score -1553090 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1553705.375000 Penalty: 4699.833008
	Iteration 7F: 3 clusters Score -1553705 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1554122.750000 Penalty: 4699.833008
	Iteration 8F: 3 clusters Score -1554123 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1554394.875000 Penalty: 4699.833008
	Iteration 9Q: 3 clusters Score -1554395 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1554590.500000 Penalty: 4699.833008
	Iteration 10Q: 3 clusters Score -1554590 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1554789.250000 Penalty: 4699.833008
	Iteration 11Q: 3 clusters Score -1554789 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1555030.625000 Penalty: 4699.833008
	Iteration 12Q: 3 clusters Score -1555031 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1555244.000000 Penalty: 4699.833008
	Iteration 13Q: 3 clusters Score -1555244 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1555407.625000 Penalty: 4699.833008
	Iteration 14Q: 3 clusters Score -1555408 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1555572.125000 Penalty: 4699.833008
	Iteration 15Q: 3 clusters Score -1555572 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1555694.250000 Penalty: 4699.833008
	Iteration 16Q: 3 clusters Score -1555694 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1555795.500000 Penalty: 4699.833008
	Iteration 17Q: 3 clusters Score -1555796 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1555854.125000 Penalty: 4699.833008
	Iteration 18Q: 3 clusters Score -1555854 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1555891.375000 Penalty: 4699.833008
	Iteration 19Q: 3 clusters Score -1555891 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1555923.375000 Penalty: 4699.833008
	Iteration 20F: 3 clusters Score -1555923 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1555947.000000 Penalty: 4699.833008
	Iteration 21Q: 3 clusters Score -1555947 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1555964.125000 Penalty: 4699.833008
	Iteration 22Q: 3 clusters Score -1555964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1555967.625000 Penalty: 4699.833008
	Iteration 23Q: 3 clusters Score -1555968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1555972.000000 Penalty: 4699.833008
	Iteration 24Q: 3 clusters Score -1555972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1555970.250000 Penalty: 4699.833008
	Iteration 25Q: 3 clusters Score -1555970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1555972.875000 Penalty: 4699.833008
	Iteration 26Q: 3 clusters Score -1555973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1555977.000000 Penalty: 4699.833008
	Iteration 27Q: 3 clusters Score -1555977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1555985.625000 Penalty: 4699.833008
	Iteration 28Q: 3 clusters Score -1555986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1555987.375000 Penalty: 4699.833008
	Iteration 29Q: 3 clusters Score -1555987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1555993.000000 Penalty: 4699.833008
	Iteration 30Q: 3 clusters Score -1555993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1555997.625000 Penalty: 4699.833008
	Iteration 31Q: 3 clusters Score -1555998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1555999.625000 Penalty: 4699.833008
	Iteration 32Q: 3 clusters Score -1556000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1556000.375000 Penalty: 4699.833008
	Iteration 33Q: 3 clusters Score -1556000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1556001.250000 Penalty: 4699.833008
	Iteration 34Q: 3 clusters Score -1556001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1556001.750000 Penalty: 4699.833008
	Iteration 35Q: 3 clusters Score -1556002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1556003.875000 Penalty: 4699.833008
	Iteration 36Q: 3 clusters Score -1556004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1556006.875000 Penalty: 4699.833008
	Iteration 37Q: 3 clusters Score -1556007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1556006.500000 Penalty: 4699.833008
	Iteration 38Q: 3 clusters Score -1556006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1556012.500000 Penalty: 4699.833008
	Iteration 39Q: 3 clusters Score -1556012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1556017.875000 Penalty: 4699.833008
	Iteration 40F: 3 clusters Score -1556018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1556017.375000 Penalty: 4699.833008
	Iteration 41Q: 3 clusters Score -1556017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1556022.875000 Penalty: 4699.833008
	Iteration 42Q: 3 clusters Score -1556023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1556022.750000 Penalty: 4699.833008
	Iteration 43Q: 3 clusters Score -1556023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1556022.000000 Penalty: 4699.833008
	Iteration 44Q: 3 clusters Score -1556022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1556023.375000 Penalty: 4699.833008
	Iteration 45Q: 3 clusters Score -1556023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1556022.500000 Penalty: 4699.833008
	Iteration 46Q: 3 clusters Score -1556022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1556026.875000 Penalty: 4699.833008
	Iteration 47Q: 3 clusters Score -1556027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1556025.875000 Penalty: 4699.833008
	Iteration 48Q: 3 clusters Score -1556026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1556025.750000 Penalty: 4699.833008
	Iteration 49Q: 3 clusters Score -1556026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1556028.125000 Penalty: 4699.833008
	Iteration 50Q: 3 clusters Score -1556028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1556027.750000 Penalty: 4699.833008
	Iteration 51Q: 3 clusters Score -1556028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1556030.000000 Penalty: 4699.833008
	Iteration 52Q: 3 clusters Score -1556030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1556032.250000 Penalty: 4699.833008
	Iteration 53Q: 3 clusters Score -1556032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1556032.250000 Penalty: 4699.833008
	Iteration 54F: 3 clusters Score -1556032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 83997 members 
Mstep: Class 3 contains 2875 members 
Mstep: Class 4 contains 16071 members 
Mstep: Class 5 contains 15885 members 
Mstep: Class 6 contains 2245 members 
Mstep: Class 7 contains 31700 members 
Mstep: Class 8 contains 14677 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 203319 members 
Mstep: Class 12 contains 39242 members 
Mstep: Class 13 contains 137631 members 
Mstep: Class 14 contains 51634 members 
Mstep: Class 15 contains 34167 members 
Mstep: Class 16 contains 105595 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 17691 members 
Mstep: Class 19 contains 44970 members 
Mstep: Class 20 contains 212025 members 
Mstep: Class 21 contains 109891 members 
Mstep: Class 22 contains 40814 members 
Mstep: Class 23 contains 18437 members 
Mstep: Class 24 contains 10791 members 
Entering Unmasked Estep 
Score: -150773664.000000 Penalty: 83380.710938
Splitting cluster 6 changes total score from -150750368.000000 to -150773664.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (31700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Entering Unmasked Estep 
Score: -3764436.250000 Penalty: 2570.289795
	Iteration 0F: 2 clusters Score -3764436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3742717.250000 Penalty: 5140.579590
	Iteration 0F: 3 clusters Score -3742717 nChanged 14371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3750988.500000 Penalty: 5140.579590
	Iteration 1F: 3 clusters Score -3750988 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -3752023.500000 Penalty: 5140.579590
	Iteration 2F: 3 clusters Score -3752024 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -3753248.750000 Penalty: 5140.579590
	Iteration 3F: 3 clusters Score -3753249 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -3754567.500000 Penalty: 5140.579590
	Iteration 4F: 3 clusters Score -3754568 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -3755911.750000 Penalty: 5140.579590
	Iteration 5F: 3 clusters Score -3755912 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3757188.750000 Penalty: 5140.579590
	Iteration 6F: 3 clusters Score -3757189 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -3758281.500000 Penalty: 5140.579590
	Iteration 7F: 3 clusters Score -3758282 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -3759138.750000 Penalty: 5140.579590
	Iteration 8Q: 3 clusters Score -3759139 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -3759842.500000 Penalty: 5140.579590
	Iteration 9Q: 3 clusters Score -3759842 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -3760396.000000 Penalty: 5140.579590
	Iteration 10Q: 3 clusters Score -3760396 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3760901.750000 Penalty: 5140.579590
	Iteration 11Q: 3 clusters Score -3760902 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3761405.250000 Penalty: 5140.579590
	Iteration 12Q: 3 clusters Score -3761405 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3761984.250000 Penalty: 5140.579590
	Iteration 13Q: 3 clusters Score -3761984 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -3762477.500000 Penalty: 5140.579590
	Iteration 14Q: 3 clusters Score -3762478 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -3762787.000000 Penalty: 5140.579590
	Iteration 15Q: 3 clusters Score -3762787 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -3763051.000000 Penalty: 5140.579590
	Iteration 16Q: 3 clusters Score -3763051 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -3763323.750000 Penalty: 5140.579590
	Iteration 17Q: 3 clusters Score -3763324 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3763623.500000 Penalty: 5140.579590
	Iteration 18Q: 3 clusters Score -3763624 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -3764026.250000 Penalty: 5140.579590
	Iteration 19Q: 3 clusters Score -3764026 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -3764568.750000 Penalty: 5140.579590
	Iteration 20F: 3 clusters Score -3764569 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3765295.500000 Penalty: 5140.579590
	Iteration 21Q: 3 clusters Score -3765296 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3766379.500000 Penalty: 5140.579590
	Iteration 22Q: 3 clusters Score -3766380 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3767900.500000 Penalty: 5140.579590
	Iteration 23Q: 3 clusters Score -3767900 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -3769527.250000 Penalty: 5140.579590
	Iteration 24Q: 3 clusters Score -3769527 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -3770376.000000 Penalty: 5140.579590
	Iteration 25Q: 3 clusters Score -3770376 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3770638.000000 Penalty: 5140.579590
	Iteration 26Q: 3 clusters Score -3770638 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -3770770.250000 Penalty: 5140.579590
	Iteration 27Q: 3 clusters Score -3770770 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3770818.500000 Penalty: 5140.579590
	Iteration 28Q: 3 clusters Score -3770818 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3770839.750000 Penalty: 5140.579590
	Iteration 29Q: 3 clusters Score -3770840 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -3770875.250000 Penalty: 5140.579590
	Iteration 30Q: 3 clusters Score -3770875 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -3770893.500000 Penalty: 5140.579590
	Iteration 31Q: 3 clusters Score -3770894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -3770902.750000 Penalty: 5140.579590
	Iteration 32Q: 3 clusters Score -3770903 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -3770917.750000 Penalty: 5140.579590
	Iteration 33Q: 3 clusters Score -3770918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -3770920.250000 Penalty: 5140.579590
	Iteration 34Q: 3 clusters Score -3770920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -3770927.000000 Penalty: 5140.579590
	Iteration 35Q: 3 clusters Score -3770927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -3770929.000000 Penalty: 5140.579590
	Iteration 36Q: 3 clusters Score -3770929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -3770926.750000 Penalty: 5140.579590
	Iteration 37Q: 3 clusters Score -3770927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -3770930.750000 Penalty: 5140.579590
	Iteration 38Q: 3 clusters Score -3770931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -3770934.000000 Penalty: 5140.579590
	Iteration 39Q: 3 clusters Score -3770934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -3770968.500000 Penalty: 5140.579590
	Iteration 40F: 3 clusters Score -3770968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -3770987.500000 Penalty: 5140.579590
	Iteration 41Q: 3 clusters Score -3770988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3770981.500000 Penalty: 5140.579590
	Iteration 42Q: 3 clusters Score -3770982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -3770986.750000 Penalty: 5140.579590
	Iteration 43Q: 3 clusters Score -3770987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -3770985.500000 Penalty: 5140.579590
	Iteration 44Q: 3 clusters Score -3770986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -3770991.250000 Penalty: 5140.579590
	Iteration 45Q: 3 clusters Score -3770991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -3770991.000000 Penalty: 5140.579590
	Iteration 46Q: 3 clusters Score -3770991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -3770991.500000 Penalty: 5140.579590
	Iteration 47Q: 3 clusters Score -3770992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -3770994.000000 Penalty: 5140.579590
	Iteration 48Q: 3 clusters Score -3770994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -3770992.000000 Penalty: 5140.579590
	Iteration 49Q: 3 clusters Score -3770992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -3770992.000000 Penalty: 5140.579590
	Iteration 50F: 3 clusters Score -3770992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 83997 members 
Mstep: Class 3 contains 2875 members 
Mstep: Class 4 contains 16071 members 
Mstep: Class 5 contains 15885 members 
Mstep: Class 6 contains 2245 members 
Mstep: Class 7 contains 10122 members 
Mstep: Class 8 contains 14677 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 203319 members 
Mstep: Class 12 contains 39242 members 
Mstep: Class 13 contains 137631 members 
Mstep: Class 14 contains 51634 members 
Mstep: Class 15 contains 34167 members 
Mstep: Class 16 contains 105595 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 17691 members 
Mstep: Class 19 contains 44970 members 
Mstep: Class 20 contains 212025 members 
Mstep: Class 21 contains 109891 members 
Mstep: Class 22 contains 40814 members 
Mstep: Class 23 contains 18437 members 
Mstep: Class 24 contains 10791 members 
Mstep: Class 25 contains 21578 members 
Entering Unmasked Estep 
Score: -150778880.000000 Penalty: 86854.906250
Splitting cluster 7 changes total score from -150750368.000000 to -150778880.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (14677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Entering Unmasked Estep 
Score: -1632113.500000 Penalty: 2379.321289
	Iteration 0F: 2 clusters Score -1632114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1621658.625000 Penalty: 4758.642578
	Iteration 0F: 3 clusters Score -1621659 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1625795.750000 Penalty: 4758.642578
	Iteration 1F: 3 clusters Score -1625796 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1627301.500000 Penalty: 4758.642578
	Iteration 2F: 3 clusters Score -1627302 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1628686.500000 Penalty: 4758.642578
	Iteration 3F: 3 clusters Score -1628686 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1629846.625000 Penalty: 4758.642578
	Iteration 4F: 3 clusters Score -1629847 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1630693.250000 Penalty: 4758.642578
	Iteration 5F: 3 clusters Score -1630693 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1631238.000000 Penalty: 4758.642578
	Iteration 6F: 3 clusters Score -1631238 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1631623.500000 Penalty: 4758.642578
	Iteration 7Q: 3 clusters Score -1631624 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1631897.250000 Penalty: 4758.642578
	Iteration 8Q: 3 clusters Score -1631897 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1632113.125000 Penalty: 4758.642578
	Iteration 9Q: 3 clusters Score -1632113 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1632306.750000 Penalty: 4758.642578
	Iteration 10Q: 3 clusters Score -1632307 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1632449.750000 Penalty: 4758.642578
	Iteration 11Q: 3 clusters Score -1632450 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1632536.000000 Penalty: 4758.642578
	Iteration 12Q: 3 clusters Score -1632536 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1632627.250000 Penalty: 4758.642578
	Iteration 13Q: 3 clusters Score -1632627 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1632693.750000 Penalty: 4758.642578
	Iteration 14Q: 3 clusters Score -1632694 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1632741.250000 Penalty: 4758.642578
	Iteration 15Q: 3 clusters Score -1632741 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1632801.500000 Penalty: 4758.642578
	Iteration 16Q: 3 clusters Score -1632802 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1632846.875000 Penalty: 4758.642578
	Iteration 17Q: 3 clusters Score -1632847 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1632888.875000 Penalty: 4758.642578
	Iteration 18Q: 3 clusters Score -1632889 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1632926.750000 Penalty: 4758.642578
	Iteration 19Q: 3 clusters Score -1632927 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1632964.125000 Penalty: 4758.642578
	Iteration 20F: 3 clusters Score -1632964 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1633002.000000 Penalty: 4758.642578
	Iteration 21Q: 3 clusters Score -1633002 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1633024.250000 Penalty: 4758.642578
	Iteration 22Q: 3 clusters Score -1633024 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1633041.750000 Penalty: 4758.642578
	Iteration 23Q: 3 clusters Score -1633042 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1633058.875000 Penalty: 4758.642578
	Iteration 24Q: 3 clusters Score -1633059 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1633071.250000 Penalty: 4758.642578
	Iteration 25Q: 3 clusters Score -1633071 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1633093.250000 Penalty: 4758.642578
	Iteration 26Q: 3 clusters Score -1633093 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1633106.500000 Penalty: 4758.642578
	Iteration 27Q: 3 clusters Score -1633106 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1633124.000000 Penalty: 4758.642578
	Iteration 28Q: 3 clusters Score -1633124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1633134.625000 Penalty: 4758.642578
	Iteration 29Q: 3 clusters Score -1633135 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1633145.000000 Penalty: 4758.642578
	Iteration 30Q: 3 clusters Score -1633145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1633154.250000 Penalty: 4758.642578
	Iteration 31Q: 3 clusters Score -1633154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1633160.750000 Penalty: 4758.642578
	Iteration 32Q: 3 clusters Score -1633161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1633185.625000 Penalty: 4758.642578
	Iteration 33Q: 3 clusters Score -1633186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1633199.000000 Penalty: 4758.642578
	Iteration 34Q: 3 clusters Score -1633199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1633198.625000 Penalty: 4758.642578
	Iteration 35Q: 3 clusters Score -1633199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1633210.250000 Penalty: 4758.642578
	Iteration 36Q: 3 clusters Score -1633210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1633211.375000 Penalty: 4758.642578
	Iteration 37Q: 3 clusters Score -1633211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1633217.625000 Penalty: 4758.642578
	Iteration 38Q: 3 clusters Score -1633218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1633214.875000 Penalty: 4758.642578
	Iteration 39Q: 3 clusters Score -1633215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1633220.750000 Penalty: 4758.642578
	Iteration 40F: 3 clusters Score -1633221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1633222.625000 Penalty: 4758.642578
	Iteration 41Q: 3 clusters Score -1633223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1633223.500000 Penalty: 4758.642578
	Iteration 42Q: 3 clusters Score -1633224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1633222.250000 Penalty: 4758.642578
	Iteration 43Q: 3 clusters Score -1633222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1633222.500000 Penalty: 4758.642578
	Iteration 44Q: 3 clusters Score -1633222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1633221.125000 Penalty: 4758.642578
	Iteration 45Q: 3 clusters Score -1633221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1633222.375000 Penalty: 4758.642578
	Iteration 46Q: 3 clusters Score -1633222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1633222.375000 Penalty: 4758.642578
	Iteration 47F: 3 clusters Score -1633222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 83997 members 
Mstep: Class 3 contains 2875 members 
Mstep: Class 4 contains 16071 members 
Mstep: Class 5 contains 15885 members 
Mstep: Class 6 contains 2245 members 
Mstep: Class 7 contains 10122 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 203319 members 
Mstep: Class 12 contains 39242 members 
Mstep: Class 13 contains 137631 members 
Mstep: Class 14 contains 51634 members 
Mstep: Class 15 contains 34167 members 
Mstep: Class 16 contains 105595 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 17691 members 
Mstep: Class 19 contains 44970 members 
Mstep: Class 20 contains 212025 members 
Mstep: Class 21 contains 109891 members 
Mstep: Class 22 contains 40814 members 
Mstep: Class 23 contains 18437 members 
Mstep: Class 24 contains 10791 members 
Mstep: Class 25 contains 21578 members 
Mstep: Class 26 contains 6411 members 
Entering Unmasked Estep 
Score: -150778432.000000 Penalty: 90329.101562
Splitting cluster 8 changes total score from -150750368.000000 to -150778432.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (4417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Entering Unmasked Estep 
Score: -548602.812500 Penalty: 2081.517578
	Iteration 0F: 2 clusters Score -548602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -544560.750000 Penalty: 4163.035156
	Iteration 0F: 3 clusters Score -544560.8 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -546848.312500 Penalty: 4163.035156
	Iteration 1F: 3 clusters Score -546848.3 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -548397.312500 Penalty: 4163.035156
	Iteration 2F: 3 clusters Score -548397.3 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -550014.687500 Penalty: 4163.035156
	Iteration 3F: 3 clusters Score -550014.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -551928.125000 Penalty: 4163.035156
	Iteration 4F: 3 clusters Score -551928.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -553600.750000 Penalty: 4163.035156
	Iteration 5F: 3 clusters Score -553600.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -554197.812500 Penalty: 4163.035156
	Iteration 6Q: 3 clusters Score -554197.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -554244.625000 Penalty: 4163.035156
	Iteration 7Q: 3 clusters Score -554244.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -554254.062500 Penalty: 4163.035156
	Iteration 8Q: 3 clusters Score -554254.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -554255.750000 Penalty: 4163.035156
	Iteration 9Q: 3 clusters Score -554255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -554254.687500 Penalty: 4163.035156
	Iteration 10Q: 3 clusters Score -554254.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -554254.687500 Penalty: 4163.035156
	Iteration 11F: 3 clusters Score -554254.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 83997 members 
Mstep: Class 3 contains 2875 members 
Mstep: Class 4 contains 16071 members 
Mstep: Class 5 contains 15885 members 
Mstep: Class 6 contains 2245 members 
Mstep: Class 7 contains 10122 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 3232 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 203319 members 
Mstep: Class 12 contains 39242 members 
Mstep: Class 13 contains 137631 members 
Mstep: Class 14 contains 51634 members 
Mstep: Class 15 contains 34167 members 
Mstep: Class 16 contains 105595 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 17691 members 
Mstep: Class 19 contains 44970 members 
Mstep: Class 20 contains 212025 members 
Mstep: Class 21 contains 109891 members 
Mstep: Class 22 contains 40814 members 
Mstep: Class 23 contains 18437 members 
Mstep: Class 24 contains 10791 members 
Mstep: Class 25 contains 21578 members 
Mstep: Class 26 contains 6411 members 
Mstep: Class 27 contains 1185 members 
Entering Unmasked Estep 
Score: -150783248.000000 Penalty: 93803.296875
Splitting cluster 9 changes total score from -150750368.000000 to -150783248.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (11912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Entering Unmasked Estep 
Score: -1510489.125000 Penalty: 2327.554688
	Iteration 0F: 2 clusters Score -1510489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1501537.000000 Penalty: 4655.109375
	Iteration 0F: 3 clusters Score -1501537 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1504245.250000 Penalty: 4655.109375
	Iteration 1F: 3 clusters Score -1504245 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1504611.250000 Penalty: 4655.109375
	Iteration 2F: 3 clusters Score -1504611 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1504916.000000 Penalty: 4655.109375
	Iteration 3F: 3 clusters Score -1504916 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1505275.250000 Penalty: 4655.109375
	Iteration 4F: 3 clusters Score -1505275 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1505720.125000 Penalty: 4655.109375
	Iteration 5F: 3 clusters Score -1505720 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1506287.125000 Penalty: 4655.109375
	Iteration 6F: 3 clusters Score -1506287 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1506937.125000 Penalty: 4655.109375
	Iteration 7F: 3 clusters Score -1506937 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1507514.750000 Penalty: 4655.109375
	Iteration 8F: 3 clusters Score -1507515 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1507973.125000 Penalty: 4655.109375
	Iteration 9F: 3 clusters Score -1507973 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1508304.625000 Penalty: 4655.109375
	Iteration 10Q: 3 clusters Score -1508305 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1508567.250000 Penalty: 4655.109375
	Iteration 11Q: 3 clusters Score -1508567 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1508772.875000 Penalty: 4655.109375
	Iteration 12Q: 3 clusters Score -1508773 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1508930.250000 Penalty: 4655.109375
	Iteration 13Q: 3 clusters Score -1508930 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1509031.125000 Penalty: 4655.109375
	Iteration 14Q: 3 clusters Score -1509031 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1509121.875000 Penalty: 4655.109375
	Iteration 15Q: 3 clusters Score -1509122 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1509224.375000 Penalty: 4655.109375
	Iteration 16Q: 3 clusters Score -1509224 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1509311.750000 Penalty: 4655.109375
	Iteration 17Q: 3 clusters Score -1509312 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1509396.875000 Penalty: 4655.109375
	Iteration 18Q: 3 clusters Score -1509397 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1509509.500000 Penalty: 4655.109375
	Iteration 19Q: 3 clusters Score -1509510 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1509585.375000 Penalty: 4655.109375
	Iteration 20F: 3 clusters Score -1509585 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1509628.875000 Penalty: 4655.109375
	Iteration 21Q: 3 clusters Score -1509629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1509644.375000 Penalty: 4655.109375
	Iteration 22Q: 3 clusters Score -1509644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1509649.625000 Penalty: 4655.109375
	Iteration 23Q: 3 clusters Score -1509650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1509651.500000 Penalty: 4655.109375
	Iteration 24Q: 3 clusters Score -1509652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1509655.750000 Penalty: 4655.109375
	Iteration 25Q: 3 clusters Score -1509656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1509654.000000 Penalty: 4655.109375
	Iteration 26Q: 3 clusters Score -1509654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1509653.875000 Penalty: 4655.109375
	Iteration 27Q: 3 clusters Score -1509654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1509655.625000 Penalty: 4655.109375
	Iteration 28Q: 3 clusters Score -1509656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1509654.625000 Penalty: 4655.109375
	Iteration 29Q: 3 clusters Score -1509655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1509655.250000 Penalty: 4655.109375
	Iteration 30Q: 3 clusters Score -1509655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1509657.250000 Penalty: 4655.109375
	Iteration 31Q: 3 clusters Score -1509657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1509657.000000 Penalty: 4655.109375
	Iteration 32Q: 3 clusters Score -1509657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1509657.000000 Penalty: 4655.109375
	Iteration 33F: 3 clusters Score -1509657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (203319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203319 members 
Entering Unmasked Estep 
Score: -26229276.000000 Penalty: 3031.187744
	Iteration 0F: 2 clusters Score -2.622928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101613 members 
Mstep: Class 2 contains 101706 members 
Entering Unmasked Estep 
Score: -26115226.000000 Penalty: 6062.375488
	Iteration 0F: 3 clusters Score -2.611523e+07 nChanged 98029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102948 members 
Mstep: Class 2 contains 100371 members 
Entering Unmasked Estep 
Score: -26172626.000000 Penalty: 6062.375488
	Iteration 1F: 3 clusters Score -2.617263e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104198 members 
Mstep: Class 2 contains 99121 members 
Entering Unmasked Estep 
Score: -26173804.000000 Penalty: 6062.375488
	Iteration 2Q: 3 clusters Score -2.61738e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106080 members 
Mstep: Class 2 contains 97239 members 
Entering Unmasked Estep 
Score: -26175558.000000 Penalty: 6062.375488
	Iteration 3Q: 3 clusters Score -2.617556e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108746 members 
Mstep: Class 2 contains 94573 members 
Entering Unmasked Estep 
Score: -26177648.000000 Penalty: 6062.375488
	Iteration 4Q: 3 clusters Score -2.617765e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112409 members 
Mstep: Class 2 contains 90910 members 
Entering Unmasked Estep 
Score: -26180938.000000 Penalty: 6062.375488
	Iteration 5Q: 3 clusters Score -2.618094e+07 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117085 members 
Mstep: Class 2 contains 86234 members 
Entering Unmasked Estep 
Score: -26185044.000000 Penalty: 6062.375488
	Iteration 6Q: 3 clusters Score -2.618504e+07 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122902 members 
Mstep: Class 2 contains 80417 members 
Entering Unmasked Estep 
Score: -26189988.000000 Penalty: 6062.375488
	Iteration 7F: 3 clusters Score -2.618999e+07 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129716 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -26195048.000000 Penalty: 6062.375488
	Iteration 8F: 3 clusters Score -2.619505e+07 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137316 members 
Mstep: Class 2 contains 66003 members 
Entering Unmasked Estep 
Score: -26199826.000000 Penalty: 6062.375488
	Iteration 9F: 3 clusters Score -2.619983e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145339 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -26205114.000000 Penalty: 6062.375488
	Iteration 10F: 3 clusters Score -2.620511e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153562 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -26210508.000000 Penalty: 6062.375488
	Iteration 11Q: 3 clusters Score -2.621051e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162056 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -26215676.000000 Penalty: 6062.375488
	Iteration 12Q: 3 clusters Score -2.621568e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170591 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -26219612.000000 Penalty: 6062.375488
	Iteration 13Q: 3 clusters Score -2.621961e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178408 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -26222032.000000 Penalty: 6062.375488
	Iteration 14Q: 3 clusters Score -2.622203e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184934 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -26223866.000000 Penalty: 6062.375488
	Iteration 15Q: 3 clusters Score -2.622387e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190039 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -26225258.000000 Penalty: 6062.375488
	Iteration 16Q: 3 clusters Score -2.622526e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193841 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -26226258.000000 Penalty: 6062.375488
	Iteration 17Q: 3 clusters Score -2.622626e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196438 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -26226906.000000 Penalty: 6062.375488
	Iteration 18Q: 3 clusters Score -2.622691e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198164 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -26227234.000000 Penalty: 6062.375488
	Iteration 19Q: 3 clusters Score -2.622723e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199277 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -26227284.000000 Penalty: 6062.375488
	Iteration 20F: 3 clusters Score -2.622728e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200008 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -26227300.000000 Penalty: 6062.375488
	Iteration 21Q: 3 clusters Score -2.62273e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200482 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -26227200.000000 Penalty: 6062.375488
	Iteration 22Q: 3 clusters Score -2.62272e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200804 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -26227210.000000 Penalty: 6062.375488
	Iteration 23Q: 3 clusters Score -2.622721e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201040 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -26227206.000000 Penalty: 6062.375488
	Iteration 24Q: 3 clusters Score -2.622721e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201225 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -26227260.000000 Penalty: 6062.375488
	Iteration 25Q: 3 clusters Score -2.622726e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201362 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -26227250.000000 Penalty: 6062.375488
	Iteration 26Q: 3 clusters Score -2.622725e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201465 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -26227220.000000 Penalty: 6062.375488
	Iteration 27Q: 3 clusters Score -2.622722e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201566 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -26227208.000000 Penalty: 6062.375488
	Iteration 28Q: 3 clusters Score -2.622721e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201658 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -26227194.000000 Penalty: 6062.375488
	Iteration 29Q: 3 clusters Score -2.622719e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201724 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -26227242.000000 Penalty: 6062.375488
	Iteration 30Q: 3 clusters Score -2.622724e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201773 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -26227230.000000 Penalty: 6062.375488
	Iteration 31Q: 3 clusters Score -2.622723e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201812 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -26227212.000000 Penalty: 6062.375488
	Iteration 32Q: 3 clusters Score -2.622721e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201853 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -26227190.000000 Penalty: 6062.375488
	Iteration 33Q: 3 clusters Score -2.622719e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201890 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -26227204.000000 Penalty: 6062.375488
	Iteration 34Q: 3 clusters Score -2.62272e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201928 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -26227210.000000 Penalty: 6062.375488
	Iteration 35Q: 3 clusters Score -2.622721e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201955 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -26227240.000000 Penalty: 6062.375488
	Iteration 36Q: 3 clusters Score -2.622724e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201974 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -26227258.000000 Penalty: 6062.375488
	Iteration 37Q: 3 clusters Score -2.622726e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201995 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -26227250.000000 Penalty: 6062.375488
	Iteration 38Q: 3 clusters Score -2.622725e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202012 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -26227260.000000 Penalty: 6062.375488
	Iteration 39Q: 3 clusters Score -2.622726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202028 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -26227272.000000 Penalty: 6062.375488
	Iteration 40F: 3 clusters Score -2.622727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202040 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -26227296.000000 Penalty: 6062.375488
	Iteration 41Q: 3 clusters Score -2.62273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202051 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -26227284.000000 Penalty: 6062.375488
	Iteration 42Q: 3 clusters Score -2.622728e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202063 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -26227284.000000 Penalty: 6062.375488
	Iteration 43Q: 3 clusters Score -2.622728e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202077 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -26227330.000000 Penalty: 6062.375488
	Iteration 44Q: 3 clusters Score -2.622733e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202089 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -26227346.000000 Penalty: 6062.375488
	Iteration 45Q: 3 clusters Score -2.622735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202092 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -26227346.000000 Penalty: 6062.375488
	Iteration 46Q: 3 clusters Score -2.622735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202099 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -26227336.000000 Penalty: 6062.375488
	Iteration 47Q: 3 clusters Score -2.622734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202114 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -26227342.000000 Penalty: 6062.375488
	Iteration 48Q: 3 clusters Score -2.622734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202128 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -26227338.000000 Penalty: 6062.375488
	Iteration 49Q: 3 clusters Score -2.622734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202142 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -26227338.000000 Penalty: 6062.375488
	Iteration 50Q: 3 clusters Score -2.622734e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202159 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -26227320.000000 Penalty: 6062.375488
	Iteration 51Q: 3 clusters Score -2.622732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202170 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -26227314.000000 Penalty: 6062.375488
	Iteration 52Q: 3 clusters Score -2.622731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202174 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -26227300.000000 Penalty: 6062.375488
	Iteration 53Q: 3 clusters Score -2.62273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202189 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -26227328.000000 Penalty: 6062.375488
	Iteration 54Q: 3 clusters Score -2.622733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202195 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -26227318.000000 Penalty: 6062.375488
	Iteration 55Q: 3 clusters Score -2.622732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202199 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -26227320.000000 Penalty: 6062.375488
	Iteration 56Q: 3 clusters Score -2.622732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202201 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -26227312.000000 Penalty: 6062.375488
	Iteration 57Q: 3 clusters Score -2.622731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202203 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -26227300.000000 Penalty: 6062.375488
	Iteration 58Q: 3 clusters Score -2.62273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202202 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -26227296.000000 Penalty: 6062.375488
	Iteration 59Q: 3 clusters Score -2.62273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202202 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -26227296.000000 Penalty: 6062.375488
	Iteration 60F: 3 clusters Score -2.62273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Entering Unmasked Estep 
Score: -5041627.500000 Penalty: 2623.220703
	Iteration 0F: 2 clusters Score -5041628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -5014950.500000 Penalty: 5246.441406
	Iteration 0F: 3 clusters Score -5014950 nChanged 17992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -5024980.000000 Penalty: 5246.441406
	Iteration 1F: 3 clusters Score -5024980 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -5025769.500000 Penalty: 5246.441406
	Iteration 2Q: 3 clusters Score -5025770 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -5026733.000000 Penalty: 5246.441406
	Iteration 3F: 3 clusters Score -5026733 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -5027968.000000 Penalty: 5246.441406
	Iteration 4F: 3 clusters Score -5027968 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -5029660.500000 Penalty: 5246.441406
	Iteration 5F: 3 clusters Score -5029660 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -5031593.000000 Penalty: 5246.441406
	Iteration 6F: 3 clusters Score -5031593 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -5033284.000000 Penalty: 5246.441406
	Iteration 7F: 3 clusters Score -5033284 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -5034491.500000 Penalty: 5246.441406
	Iteration 8F: 3 clusters Score -5034492 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -5035246.500000 Penalty: 5246.441406
	Iteration 9Q: 3 clusters Score -5035246 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -5035716.500000 Penalty: 5246.441406
	Iteration 10Q: 3 clusters Score -5035716 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -5036049.000000 Penalty: 5246.441406
	Iteration 11Q: 3 clusters Score -5036049 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -5036228.500000 Penalty: 5246.441406
	Iteration 12Q: 3 clusters Score -5036228 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -5036314.000000 Penalty: 5246.441406
	Iteration 13Q: 3 clusters Score -5036314 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -5036465.000000 Penalty: 5246.441406
	Iteration 14Q: 3 clusters Score -5036465 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -5036539.500000 Penalty: 5246.441406
	Iteration 15Q: 3 clusters Score -5036540 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -5036651.500000 Penalty: 5246.441406
	Iteration 16Q: 3 clusters Score -5036652 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -5036721.500000 Penalty: 5246.441406
	Iteration 17Q: 3 clusters Score -5036722 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -5036800.000000 Penalty: 5246.441406
	Iteration 18Q: 3 clusters Score -5036800 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -5036885.000000 Penalty: 5246.441406
	Iteration 19Q: 3 clusters Score -5036885 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -5036955.500000 Penalty: 5246.441406
	Iteration 20F: 3 clusters Score -5036956 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -5037018.000000 Penalty: 5246.441406
	Iteration 21Q: 3 clusters Score -5037018 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -5037131.500000 Penalty: 5246.441406
	Iteration 22Q: 3 clusters Score -5037132 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -5037229.500000 Penalty: 5246.441406
	Iteration 23Q: 3 clusters Score -5037230 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -5037348.500000 Penalty: 5246.441406
	Iteration 24Q: 3 clusters Score -5037348 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -5037502.500000 Penalty: 5246.441406
	Iteration 25Q: 3 clusters Score -5037502 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -5037677.000000 Penalty: 5246.441406
	Iteration 26Q: 3 clusters Score -5037677 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -5037856.000000 Penalty: 5246.441406
	Iteration 27Q: 3 clusters Score -5037856 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -5038122.000000 Penalty: 5246.441406
	Iteration 28Q: 3 clusters Score -5038122 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -5038443.500000 Penalty: 5246.441406
	Iteration 29Q: 3 clusters Score -5038444 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -5038938.500000 Penalty: 5246.441406
	Iteration 30Q: 3 clusters Score -5038938 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -5039753.000000 Penalty: 5246.441406
	Iteration 31Q: 3 clusters Score -5039753 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -5041034.500000 Penalty: 5246.441406
	Iteration 32Q: 3 clusters Score -5041034 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -5042238.000000 Penalty: 5246.441406
	Iteration 33Q: 3 clusters Score -5042238 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -5042692.000000 Penalty: 5246.441406
	Iteration 34Q: 3 clusters Score -5042692 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -5043037.000000 Penalty: 5246.441406
	Iteration 35Q: 3 clusters Score -5043037 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -5043398.500000 Penalty: 5246.441406
	Iteration 36Q: 3 clusters Score -5043398 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -5043837.500000 Penalty: 5246.441406
	Iteration 37Q: 3 clusters Score -5043838 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -5044297.500000 Penalty: 5246.441406
	Iteration 38Q: 3 clusters Score -5044298 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -5044823.500000 Penalty: 5246.441406
	Iteration 39Q: 3 clusters Score -5044824 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -5045474.500000 Penalty: 5246.441406
	Iteration 40F: 3 clusters Score -5045474 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -5046256.500000 Penalty: 5246.441406
	Iteration 41Q: 3 clusters Score -5046256 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -5046950.500000 Penalty: 5246.441406
	Iteration 42Q: 3 clusters Score -5046950 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -5047403.500000 Penalty: 5246.441406
	Iteration 43Q: 3 clusters Score -5047404 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -5047623.000000 Penalty: 5246.441406
	Iteration 44Q: 3 clusters Score -5047623 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -5047733.000000 Penalty: 5246.441406
	Iteration 45Q: 3 clusters Score -5047733 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -5047828.000000 Penalty: 5246.441406
	Iteration 46Q: 3 clusters Score -5047828 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -5047892.000000 Penalty: 5246.441406
	Iteration 47Q: 3 clusters Score -5047892 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -5047903.500000 Penalty: 5246.441406
	Iteration 48Q: 3 clusters Score -5047904 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -5047913.000000 Penalty: 5246.441406
	Iteration 49Q: 3 clusters Score -5047913 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -5047939.500000 Penalty: 5246.441406
	Iteration 50Q: 3 clusters Score -5047940 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -5047955.000000 Penalty: 5246.441406
	Iteration 51Q: 3 clusters Score -5047955 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -5047960.000000 Penalty: 5246.441406
	Iteration 52Q: 3 clusters Score -5047960 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -5047968.000000 Penalty: 5246.441406
	Iteration 53Q: 3 clusters Score -5047968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -5047982.000000 Penalty: 5246.441406
	Iteration 54Q: 3 clusters Score -5047982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -5047981.500000 Penalty: 5246.441406
	Iteration 55Q: 3 clusters Score -5047982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -5047982.000000 Penalty: 5246.441406
	Iteration 56Q: 3 clusters Score -5047982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -5047989.000000 Penalty: 5246.441406
	Iteration 57Q: 3 clusters Score -5047989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -5047989.000000 Penalty: 5246.441406
	Iteration 58Q: 3 clusters Score -5047989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -5047991.500000 Penalty: 5246.441406
	Iteration 59Q: 3 clusters Score -5047992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -5047999.000000 Penalty: 5246.441406
	Iteration 60F: 3 clusters Score -5047999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -5047986.500000 Penalty: 5246.441406
	Iteration 61Q: 3 clusters Score -5047986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -5047977.500000 Penalty: 5246.441406
	Iteration 62Q: 3 clusters Score -5047978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -5047983.000000 Penalty: 5246.441406
	Iteration 63Q: 3 clusters Score -5047983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -5047981.500000 Penalty: 5246.441406
	Iteration 64Q: 3 clusters Score -5047982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -5047980.000000 Penalty: 5246.441406
	Iteration 65Q: 3 clusters Score -5047980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -5047979.500000 Penalty: 5246.441406
	Iteration 66Q: 3 clusters Score -5047980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -5047977.500000 Penalty: 5246.441406
	Iteration 67Q: 3 clusters Score -5047978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -5047982.000000 Penalty: 5246.441406
	Iteration 68Q: 3 clusters Score -5047982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -5047990.000000 Penalty: 5246.441406
	Iteration 69Q: 3 clusters Score -5047990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -5047991.000000 Penalty: 5246.441406
	Iteration 70Q: 3 clusters Score -5047991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -5048002.000000 Penalty: 5246.441406
	Iteration 71Q: 3 clusters Score -5048002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -5047995.500000 Penalty: 5246.441406
	Iteration 72Q: 3 clusters Score -5047996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -5047996.000000 Penalty: 5246.441406
	Iteration 73Q: 3 clusters Score -5047996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -5047994.500000 Penalty: 5246.441406
	Iteration 74Q: 3 clusters Score -5047994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -5047997.500000 Penalty: 5246.441406
	Iteration 75Q: 3 clusters Score -5047998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -5047989.000000 Penalty: 5246.441406
	Iteration 76Q: 3 clusters Score -5047989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -5047989.000000 Penalty: 5246.441406
	Iteration 77F: 3 clusters Score -5047989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 83997 members 
Mstep: Class 3 contains 2875 members 
Mstep: Class 4 contains 16071 members 
Mstep: Class 5 contains 15885 members 
Mstep: Class 6 contains 2245 members 
Mstep: Class 7 contains 10122 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 3232 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 203319 members 
Mstep: Class 12 contains 13149 members 
Mstep: Class 13 contains 137631 members 
Mstep: Class 14 contains 51634 members 
Mstep: Class 15 contains 34167 members 
Mstep: Class 16 contains 105595 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 17691 members 
Mstep: Class 19 contains 44970 members 
Mstep: Class 20 contains 212025 members 
Mstep: Class 21 contains 109891 members 
Mstep: Class 22 contains 40814 members 
Mstep: Class 23 contains 18437 members 
Mstep: Class 24 contains 10791 members 
Mstep: Class 25 contains 21578 members 
Mstep: Class 26 contains 6411 members 
Mstep: Class 27 contains 1185 members 
Mstep: Class 28 contains 26093 members 
Entering Unmasked Estep 
Score: -150788400.000000 Penalty: 97277.492188
Splitting cluster 12 changes total score from -150750368.000000 to -150788400.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (137631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137631 members 
Entering Unmasked Estep 
Score: -17701590.000000 Penalty: 2934.418213
	Iteration 0F: 2 clusters Score -1.770159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
Score: -17610426.000000 Penalty: 5868.836426
	Iteration 0F: 3 clusters Score -1.761043e+07 nChanged 65494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62233 members 
Mstep: Class 2 contains 75398 members 
Entering Unmasked Estep 
Score: -17650364.000000 Penalty: 5868.836426
	Iteration 1F: 3 clusters Score -1.765036e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 80091 members 
Entering Unmasked Estep 
Score: -17654804.000000 Penalty: 5868.836426
	Iteration 2F: 3 clusters Score -1.76548e+07 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 87859 members 
Entering Unmasked Estep 
Score: -17661308.000000 Penalty: 5868.836426
	Iteration 3F: 3 clusters Score -1.766131e+07 nChanged 12037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 98774 members 
Entering Unmasked Estep 
Score: -17671178.000000 Penalty: 5868.836426
	Iteration 4F: 3 clusters Score -1.767118e+07 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -17683418.000000 Penalty: 5868.836426
	Iteration 5F: 3 clusters Score -1.768342e+07 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 121072 members 
Entering Unmasked Estep 
Score: -17693932.000000 Penalty: 5868.836426
	Iteration 6F: 3 clusters Score -1.769393e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 127543 members 
Entering Unmasked Estep 
Score: -17700608.000000 Penalty: 5868.836426
	Iteration 7Q: 3 clusters Score -1.770061e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 130724 members 
Entering Unmasked Estep 
Score: -17704314.000000 Penalty: 5868.836426
	Iteration 8Q: 3 clusters Score -1.770431e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 132051 members 
Entering Unmasked Estep 
Score: -17706010.000000 Penalty: 5868.836426
	Iteration 9Q: 3 clusters Score -1.770601e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 132632 members 
Entering Unmasked Estep 
Score: -17706554.000000 Penalty: 5868.836426
	Iteration 10Q: 3 clusters Score -1.770655e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 132978 members 
Entering Unmasked Estep 
Score: -17706878.000000 Penalty: 5868.836426
	Iteration 11Q: 3 clusters Score -1.770688e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 133244 members 
Entering Unmasked Estep 
Score: -17707090.000000 Penalty: 5868.836426
	Iteration 12Q: 3 clusters Score -1.770709e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 133469 members 
Entering Unmasked Estep 
Score: -17707180.000000 Penalty: 5868.836426
	Iteration 13Q: 3 clusters Score -1.770718e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 133644 members 
Entering Unmasked Estep 
Score: -17707228.000000 Penalty: 5868.836426
	Iteration 14Q: 3 clusters Score -1.770723e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 133787 members 
Entering Unmasked Estep 
Score: -17707288.000000 Penalty: 5868.836426
	Iteration 15Q: 3 clusters Score -1.770729e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 133906 members 
Entering Unmasked Estep 
Score: -17707326.000000 Penalty: 5868.836426
	Iteration 16Q: 3 clusters Score -1.770733e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 133995 members 
Entering Unmasked Estep 
Score: -17707328.000000 Penalty: 5868.836426
	Iteration 17Q: 3 clusters Score -1.770733e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 134071 members 
Entering Unmasked Estep 
Score: -17707384.000000 Penalty: 5868.836426
	Iteration 18Q: 3 clusters Score -1.770738e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 134158 members 
Entering Unmasked Estep 
Score: -17707426.000000 Penalty: 5868.836426
	Iteration 19Q: 3 clusters Score -1.770743e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 134254 members 
Entering Unmasked Estep 
Score: -17707458.000000 Penalty: 5868.836426
	Iteration 20F: 3 clusters Score -1.770746e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 134362 members 
Entering Unmasked Estep 
Score: -17707546.000000 Penalty: 5868.836426
	Iteration 21Q: 3 clusters Score -1.770755e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 134484 members 
Entering Unmasked Estep 
Score: -17707662.000000 Penalty: 5868.836426
	Iteration 22Q: 3 clusters Score -1.770766e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 134607 members 
Entering Unmasked Estep 
Score: -17707826.000000 Penalty: 5868.836426
	Iteration 23Q: 3 clusters Score -1.770783e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 134740 members 
Entering Unmasked Estep 
Score: -17708050.000000 Penalty: 5868.836426
	Iteration 24Q: 3 clusters Score -1.770805e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 134852 members 
Entering Unmasked Estep 
Score: -17708270.000000 Penalty: 5868.836426
	Iteration 25Q: 3 clusters Score -1.770827e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 134959 members 
Entering Unmasked Estep 
Score: -17708456.000000 Penalty: 5868.836426
	Iteration 26Q: 3 clusters Score -1.770846e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 135028 members 
Entering Unmasked Estep 
Score: -17708520.000000 Penalty: 5868.836426
	Iteration 27Q: 3 clusters Score -1.770852e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 135073 members 
Entering Unmasked Estep 
Score: -17708584.000000 Penalty: 5868.836426
	Iteration 28Q: 3 clusters Score -1.770858e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 135092 members 
Entering Unmasked Estep 
Score: -17708596.000000 Penalty: 5868.836426
	Iteration 29Q: 3 clusters Score -1.77086e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 135106 members 
Entering Unmasked Estep 
Score: -17708600.000000 Penalty: 5868.836426
	Iteration 30Q: 3 clusters Score -1.77086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 135116 members 
Entering Unmasked Estep 
Score: -17708586.000000 Penalty: 5868.836426
	Iteration 31Q: 3 clusters Score -1.770859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 135123 members 
Entering Unmasked Estep 
Score: -17708606.000000 Penalty: 5868.836426
	Iteration 32Q: 3 clusters Score -1.770861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 135126 members 
Entering Unmasked Estep 
Score: -17708604.000000 Penalty: 5868.836426
	Iteration 33Q: 3 clusters Score -1.77086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 135126 members 
Entering Unmasked Estep 
Score: -17708606.000000 Penalty: 5868.836426
	Iteration 34Q: 3 clusters Score -1.770861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 135125 members 
Entering Unmasked Estep 
Score: -17708606.000000 Penalty: 5868.836426
	Iteration 35Q: 3 clusters Score -1.770861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 135124 members 
Entering Unmasked Estep 
Score: -17708598.000000 Penalty: 5868.836426
	Iteration 36Q: 3 clusters Score -1.77086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 135123 members 
Entering Unmasked Estep 
Score: -17708598.000000 Penalty: 5868.836426
	Iteration 37Q: 3 clusters Score -1.77086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 135123 members 
Entering Unmasked Estep 
Score: -17708598.000000 Penalty: 5868.836426
	Iteration 38F: 3 clusters Score -1.77086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 83997 members 
Mstep: Class 3 contains 2875 members 
Mstep: Class 4 contains 16071 members 
Mstep: Class 5 contains 15885 members 
Mstep: Class 6 contains 2245 members 
Mstep: Class 7 contains 10122 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 3232 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 203319 members 
Mstep: Class 12 contains 13149 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 51634 members 
Mstep: Class 15 contains 34167 members 
Mstep: Class 16 contains 105595 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 17691 members 
Mstep: Class 19 contains 44970 members 
Mstep: Class 20 contains 212025 members 
Mstep: Class 21 contains 109891 members 
Mstep: Class 22 contains 40814 members 
Mstep: Class 23 contains 18437 members 
Mstep: Class 24 contains 10791 members 
Mstep: Class 25 contains 21578 members 
Mstep: Class 26 contains 6411 members 
Mstep: Class 27 contains 1185 members 
Mstep: Class 28 contains 26093 members 
Mstep: Class 29 contains 135123 members 
Entering Unmasked Estep 
Score: -150793872.000000 Penalty: 100751.687500
Splitting cluster 13 changes total score from -150750368.000000 to -150793872.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (51634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Entering Unmasked Estep 
Score: -6339873.500000 Penalty: 2691.280029
	Iteration 0F: 2 clusters Score -6339874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -6305381.500000 Penalty: 5382.560059
	Iteration 0F: 3 clusters Score -6305382 nChanged 23756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -6318930.500000 Penalty: 5382.560059
	Iteration 1F: 3 clusters Score -6318930 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -6320102.500000 Penalty: 5382.560059
	Iteration 2F: 3 clusters Score -6320102 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -6321346.000000 Penalty: 5382.560059
	Iteration 3F: 3 clusters Score -6321346 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -6323127.500000 Penalty: 5382.560059
	Iteration 4F: 3 clusters Score -6323128 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -6325430.000000 Penalty: 5382.560059
	Iteration 5F: 3 clusters Score -6325430 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -6328153.000000 Penalty: 5382.560059
	Iteration 6F: 3 clusters Score -6328153 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -6330806.500000 Penalty: 5382.560059
	Iteration 7F: 3 clusters Score -6330806 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -6332795.500000 Penalty: 5382.560059
	Iteration 8F: 3 clusters Score -6332796 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -6333937.500000 Penalty: 5382.560059
	Iteration 9Q: 3 clusters Score -6333938 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -6334593.500000 Penalty: 5382.560059
	Iteration 10Q: 3 clusters Score -6334594 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -6334976.000000 Penalty: 5382.560059
	Iteration 11Q: 3 clusters Score -6334976 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -6335256.500000 Penalty: 5382.560059
	Iteration 12Q: 3 clusters Score -6335256 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -6335484.000000 Penalty: 5382.560059
	Iteration 13Q: 3 clusters Score -6335484 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -6335634.500000 Penalty: 5382.560059
	Iteration 14Q: 3 clusters Score -6335634 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -6335809.000000 Penalty: 5382.560059
	Iteration 15Q: 3 clusters Score -6335809 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -6335893.000000 Penalty: 5382.560059
	Iteration 16Q: 3 clusters Score -6335893 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -6335974.500000 Penalty: 5382.560059
	Iteration 17Q: 3 clusters Score -6335974 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -6336052.000000 Penalty: 5382.560059
	Iteration 18Q: 3 clusters Score -6336052 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -6336126.500000 Penalty: 5382.560059
	Iteration 19Q: 3 clusters Score -6336126 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -6336201.500000 Penalty: 5382.560059
	Iteration 20F: 3 clusters Score -6336202 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -6336287.500000 Penalty: 5382.560059
	Iteration 21Q: 3 clusters Score -6336288 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -6336347.500000 Penalty: 5382.560059
	Iteration 22Q: 3 clusters Score -6336348 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -6336413.500000 Penalty: 5382.560059
	Iteration 23Q: 3 clusters Score -6336414 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -6336476.000000 Penalty: 5382.560059
	Iteration 24Q: 3 clusters Score -6336476 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -6336533.000000 Penalty: 5382.560059
	Iteration 25Q: 3 clusters Score -6336533 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -6336594.500000 Penalty: 5382.560059
	Iteration 26Q: 3 clusters Score -6336594 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -6336674.500000 Penalty: 5382.560059
	Iteration 27Q: 3 clusters Score -6336674 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -6336755.500000 Penalty: 5382.560059
	Iteration 28Q: 3 clusters Score -6336756 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -6336814.500000 Penalty: 5382.560059
	Iteration 29Q: 3 clusters Score -6336814 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -6336882.000000 Penalty: 5382.560059
	Iteration 30Q: 3 clusters Score -6336882 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -6336964.000000 Penalty: 5382.560059
	Iteration 31Q: 3 clusters Score -6336964 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -6337009.000000 Penalty: 5382.560059
	Iteration 32Q: 3 clusters Score -6337009 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -6337106.000000 Penalty: 5382.560059
	Iteration 33Q: 3 clusters Score -6337106 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -6337187.500000 Penalty: 5382.560059
	Iteration 34Q: 3 clusters Score -6337188 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -6337238.500000 Penalty: 5382.560059
	Iteration 35Q: 3 clusters Score -6337238 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -6337303.500000 Penalty: 5382.560059
	Iteration 36Q: 3 clusters Score -6337304 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -6337372.500000 Penalty: 5382.560059
	Iteration 37Q: 3 clusters Score -6337372 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -6337449.500000 Penalty: 5382.560059
	Iteration 38Q: 3 clusters Score -6337450 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -6337524.500000 Penalty: 5382.560059
	Iteration 39Q: 3 clusters Score -6337524 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -6337596.000000 Penalty: 5382.560059
	Iteration 40F: 3 clusters Score -6337596 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -6337654.500000 Penalty: 5382.560059
	Iteration 41Q: 3 clusters Score -6337654 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -6337704.000000 Penalty: 5382.560059
	Iteration 42Q: 3 clusters Score -6337704 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -6337742.500000 Penalty: 5382.560059
	Iteration 43Q: 3 clusters Score -6337742 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -6337772.000000 Penalty: 5382.560059
	Iteration 44Q: 3 clusters Score -6337772 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -6337809.000000 Penalty: 5382.560059
	Iteration 45Q: 3 clusters Score -6337809 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -6337830.000000 Penalty: 5382.560059
	Iteration 46Q: 3 clusters Score -6337830 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -6337852.500000 Penalty: 5382.560059
	Iteration 47Q: 3 clusters Score -6337852 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -6337880.500000 Penalty: 5382.560059
	Iteration 48Q: 3 clusters Score -6337880 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -6337895.500000 Penalty: 5382.560059
	Iteration 49Q: 3 clusters Score -6337896 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -6337923.000000 Penalty: 5382.560059
	Iteration 50Q: 3 clusters Score -6337923 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -6337940.000000 Penalty: 5382.560059
	Iteration 51Q: 3 clusters Score -6337940 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -6337953.500000 Penalty: 5382.560059
	Iteration 52Q: 3 clusters Score -6337954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -6337948.000000 Penalty: 5382.560059
	Iteration 53Q: 3 clusters Score -6337948 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -6337960.500000 Penalty: 5382.560059
	Iteration 54Q: 3 clusters Score -6337960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -6337966.500000 Penalty: 5382.560059
	Iteration 55Q: 3 clusters Score -6337966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -6337973.000000 Penalty: 5382.560059
	Iteration 56Q: 3 clusters Score -6337973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -6337981.000000 Penalty: 5382.560059
	Iteration 57Q: 3 clusters Score -6337981 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -6337990.500000 Penalty: 5382.560059
	Iteration 58Q: 3 clusters Score -6337990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -6337992.000000 Penalty: 5382.560059
	Iteration 59Q: 3 clusters Score -6337992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -6338022.000000 Penalty: 5382.560059
	Iteration 60F: 3 clusters Score -6338022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -6338023.000000 Penalty: 5382.560059
	Iteration 61Q: 3 clusters Score -6338023 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -6338043.000000 Penalty: 5382.560059
	Iteration 62Q: 3 clusters Score -6338043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -6338045.000000 Penalty: 5382.560059
	Iteration 63Q: 3 clusters Score -6338045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -6338047.500000 Penalty: 5382.560059
	Iteration 64Q: 3 clusters Score -6338048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -6338065.500000 Penalty: 5382.560059
	Iteration 65Q: 3 clusters Score -6338066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -6338088.000000 Penalty: 5382.560059
	Iteration 66Q: 3 clusters Score -6338088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -6338081.500000 Penalty: 5382.560059
	Iteration 67Q: 3 clusters Score -6338082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -6338089.000000 Penalty: 5382.560059
	Iteration 68Q: 3 clusters Score -6338089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -6338093.000000 Penalty: 5382.560059
	Iteration 69Q: 3 clusters Score -6338093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -6338094.500000 Penalty: 5382.560059
	Iteration 70Q: 3 clusters Score -6338094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -6338101.500000 Penalty: 5382.560059
	Iteration 71Q: 3 clusters Score -6338102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -6338102.500000 Penalty: 5382.560059
	Iteration 72Q: 3 clusters Score -6338102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -6338101.000000 Penalty: 5382.560059
	Iteration 73Q: 3 clusters Score -6338101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -6338120.000000 Penalty: 5382.560059
	Iteration 74Q: 3 clusters Score -6338120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -6338126.500000 Penalty: 5382.560059
	Iteration 75Q: 3 clusters Score -6338126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -6338134.500000 Penalty: 5382.560059
	Iteration 76Q: 3 clusters Score -6338134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -6338142.000000 Penalty: 5382.560059
	Iteration 77Q: 3 clusters Score -6338142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -6338143.500000 Penalty: 5382.560059
	Iteration 78Q: 3 clusters Score -6338144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -6338142.000000 Penalty: 5382.560059
	Iteration 79Q: 3 clusters Score -6338142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -6338140.000000 Penalty: 5382.560059
	Iteration 80F: 3 clusters Score -6338140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -6338143.500000 Penalty: 5382.560059
	Iteration 81Q: 3 clusters Score -6338144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -6338148.000000 Penalty: 5382.560059
	Iteration 82Q: 3 clusters Score -6338148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -6338158.000000 Penalty: 5382.560059
	Iteration 83Q: 3 clusters Score -6338158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -6338168.000000 Penalty: 5382.560059
	Iteration 84Q: 3 clusters Score -6338168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -6338181.500000 Penalty: 5382.560059
	Iteration 85Q: 3 clusters Score -6338182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -6338192.000000 Penalty: 5382.560059
	Iteration 86Q: 3 clusters Score -6338192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -6338207.000000 Penalty: 5382.560059
	Iteration 87Q: 3 clusters Score -6338207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -6338209.500000 Penalty: 5382.560059
	Iteration 88Q: 3 clusters Score -6338210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -6338218.000000 Penalty: 5382.560059
	Iteration 89Q: 3 clusters Score -6338218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -6338222.000000 Penalty: 5382.560059
	Iteration 90Q: 3 clusters Score -6338222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -6338224.500000 Penalty: 5382.560059
	Iteration 91Q: 3 clusters Score -6338224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -6338238.500000 Penalty: 5382.560059
	Iteration 92Q: 3 clusters Score -6338238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -6338245.500000 Penalty: 5382.560059
	Iteration 93Q: 3 clusters Score -6338246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -6338251.000000 Penalty: 5382.560059
	Iteration 94Q: 3 clusters Score -6338251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -6338248.500000 Penalty: 5382.560059
	Iteration 95Q: 3 clusters Score -6338248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -6338246.500000 Penalty: 5382.560059
	Iteration 96Q: 3 clusters Score -6338246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -6338259.500000 Penalty: 5382.560059
	Iteration 97Q: 3 clusters Score -6338260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -6338260.500000 Penalty: 5382.560059
	Iteration 98Q: 3 clusters Score -6338260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -6338257.500000 Penalty: 5382.560059
	Iteration 99Q: 3 clusters Score -6338258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -6338258.500000 Penalty: 5382.560059
	Iteration 100F: 3 clusters Score -6338258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -6338263.000000 Penalty: 5382.560059
	Iteration 101Q: 3 clusters Score -6338263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -6338263.500000 Penalty: 5382.560059
	Iteration 102Q: 3 clusters Score -6338264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -6338265.000000 Penalty: 5382.560059
	Iteration 103Q: 3 clusters Score -6338265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -6338262.500000 Penalty: 5382.560059
	Iteration 104Q: 3 clusters Score -6338262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -6338260.000000 Penalty: 5382.560059
	Iteration 105Q: 3 clusters Score -6338260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -6338263.000000 Penalty: 5382.560059
	Iteration 106Q: 3 clusters Score -6338263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -6338265.000000 Penalty: 5382.560059
	Iteration 107Q: 3 clusters Score -6338265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -6338260.500000 Penalty: 5382.560059
	Iteration 108Q: 3 clusters Score -6338260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -6338256.500000 Penalty: 5382.560059
	Iteration 109Q: 3 clusters Score -6338256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -6338259.500000 Penalty: 5382.560059
	Iteration 110Q: 3 clusters Score -6338260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -6338255.000000 Penalty: 5382.560059
	Iteration 111Q: 3 clusters Score -6338255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -6338263.000000 Penalty: 5382.560059
	Iteration 112Q: 3 clusters Score -6338263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -6338274.500000 Penalty: 5382.560059
	Iteration 113Q: 3 clusters Score -6338274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -6338273.500000 Penalty: 5382.560059
	Iteration 114Q: 3 clusters Score -6338274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -6338270.000000 Penalty: 5382.560059
	Iteration 115Q: 3 clusters Score -6338270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -6338275.500000 Penalty: 5382.560059
	Iteration 116Q: 3 clusters Score -6338276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -6338286.500000 Penalty: 5382.560059
	Iteration 117Q: 3 clusters Score -6338286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -6338281.500000 Penalty: 5382.560059
	Iteration 118Q: 3 clusters Score -6338282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -6338289.000000 Penalty: 5382.560059
	Iteration 119Q: 3 clusters Score -6338289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -6338290.000000 Penalty: 5382.560059
	Iteration 120F: 3 clusters Score -6338290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -6338280.000000 Penalty: 5382.560059
	Iteration 121Q: 3 clusters Score -6338280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -6338280.500000 Penalty: 5382.560059
	Iteration 122Q: 3 clusters Score -6338280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -6338286.000000 Penalty: 5382.560059
	Iteration 123Q: 3 clusters Score -6338286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -6338297.000000 Penalty: 5382.560059
	Iteration 124Q: 3 clusters Score -6338297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -6338290.000000 Penalty: 5382.560059
	Iteration 125Q: 3 clusters Score -6338290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -6338294.500000 Penalty: 5382.560059
	Iteration 126Q: 3 clusters Score -6338294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -6338291.000000 Penalty: 5382.560059
	Iteration 127Q: 3 clusters Score -6338291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -6338290.500000 Penalty: 5382.560059
	Iteration 128Q: 3 clusters Score -6338290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -6338290.500000 Penalty: 5382.560059
	Iteration 129Q: 3 clusters Score -6338290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -6338290.500000 Penalty: 5382.560059
	Iteration 130F: 3 clusters Score -6338290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Entering Unmasked Estep 
Score: -4072265.250000 Penalty: 2588.875732
	Iteration 0F: 2 clusters Score -4072265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -4049015.750000 Penalty: 5177.751465
	Iteration 0F: 3 clusters Score -4049016 nChanged 15461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -4058216.750000 Penalty: 5177.751465
	Iteration 1F: 3 clusters Score -4058217 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -4060080.750000 Penalty: 5177.751465
	Iteration 2F: 3 clusters Score -4060081 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -4062726.750000 Penalty: 5177.751465
	Iteration 3F: 3 clusters Score -4062727 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -4065949.500000 Penalty: 5177.751465
	Iteration 4F: 3 clusters Score -4065950 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -4069042.250000 Penalty: 5177.751465
	Iteration 5F: 3 clusters Score -4069042 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -4071413.500000 Penalty: 5177.751465
	Iteration 6F: 3 clusters Score -4071414 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -4072732.500000 Penalty: 5177.751465
	Iteration 7F: 3 clusters Score -4072732 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -4073359.750000 Penalty: 5177.751465
	Iteration 8Q: 3 clusters Score -4073360 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -4073636.750000 Penalty: 5177.751465
	Iteration 9Q: 3 clusters Score -4073637 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -4073783.000000 Penalty: 5177.751465
	Iteration 10Q: 3 clusters Score -4073783 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -4073875.000000 Penalty: 5177.751465
	Iteration 11Q: 3 clusters Score -4073875 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -4073925.500000 Penalty: 5177.751465
	Iteration 12Q: 3 clusters Score -4073926 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -4073968.750000 Penalty: 5177.751465
	Iteration 13Q: 3 clusters Score -4073969 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -4073973.000000 Penalty: 5177.751465
	Iteration 14Q: 3 clusters Score -4073973 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -4073981.250000 Penalty: 5177.751465
	Iteration 15Q: 3 clusters Score -4073981 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -4073985.250000 Penalty: 5177.751465
	Iteration 16Q: 3 clusters Score -4073985 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -4074000.000000 Penalty: 5177.751465
	Iteration 17Q: 3 clusters Score -4074000 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -4073995.750000 Penalty: 5177.751465
	Iteration 18Q: 3 clusters Score -4073996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -4074021.000000 Penalty: 5177.751465
	Iteration 19Q: 3 clusters Score -4074021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -4074025.000000 Penalty: 5177.751465
	Iteration 20F: 3 clusters Score -4074025 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -4074041.000000 Penalty: 5177.751465
	Iteration 21Q: 3 clusters Score -4074041 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4074041.500000 Penalty: 5177.751465
	Iteration 22Q: 3 clusters Score -4074042 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -4074063.250000 Penalty: 5177.751465
	Iteration 23Q: 3 clusters Score -4074063 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -4074075.500000 Penalty: 5177.751465
	Iteration 24Q: 3 clusters Score -4074076 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -4074080.000000 Penalty: 5177.751465
	Iteration 25Q: 3 clusters Score -4074080 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -4074082.000000 Penalty: 5177.751465
	Iteration 26Q: 3 clusters Score -4074082 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -4074086.750000 Penalty: 5177.751465
	Iteration 27Q: 3 clusters Score -4074087 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -4074098.750000 Penalty: 5177.751465
	Iteration 28Q: 3 clusters Score -4074099 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -4074110.750000 Penalty: 5177.751465
	Iteration 29Q: 3 clusters Score -4074111 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -4074120.500000 Penalty: 5177.751465
	Iteration 30Q: 3 clusters Score -4074120 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -4074117.000000 Penalty: 5177.751465
	Iteration 31Q: 3 clusters Score -4074117 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -4074119.250000 Penalty: 5177.751465
	Iteration 32Q: 3 clusters Score -4074119 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -4074119.250000 Penalty: 5177.751465
	Iteration 33Q: 3 clusters Score -4074119 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -4074124.750000 Penalty: 5177.751465
	Iteration 34Q: 3 clusters Score -4074125 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -4074117.250000 Penalty: 5177.751465
	Iteration 35Q: 3 clusters Score -4074117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -4074110.000000 Penalty: 5177.751465
	Iteration 36Q: 3 clusters Score -4074110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -4074113.500000 Penalty: 5177.751465
	Iteration 37Q: 3 clusters Score -4074114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -4074117.500000 Penalty: 5177.751465
	Iteration 38Q: 3 clusters Score -4074118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -4074120.750000 Penalty: 5177.751465
	Iteration 39Q: 3 clusters Score -4074121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -4074122.500000 Penalty: 5177.751465
	Iteration 40F: 3 clusters Score -4074122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -4074124.750000 Penalty: 5177.751465
	Iteration 41Q: 3 clusters Score -4074125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -4074129.250000 Penalty: 5177.751465
	Iteration 42Q: 3 clusters Score -4074129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -4074122.500000 Penalty: 5177.751465
	Iteration 43Q: 3 clusters Score -4074122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -4074117.500000 Penalty: 5177.751465
	Iteration 44Q: 3 clusters Score -4074118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -4074120.500000 Penalty: 5177.751465
	Iteration 45Q: 3 clusters Score -4074120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -4074119.250000 Penalty: 5177.751465
	Iteration 46Q: 3 clusters Score -4074119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -4074116.750000 Penalty: 5177.751465
	Iteration 47Q: 3 clusters Score -4074117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -4074119.250000 Penalty: 5177.751465
	Iteration 48Q: 3 clusters Score -4074119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -4074121.250000 Penalty: 5177.751465
	Iteration 49Q: 3 clusters Score -4074121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -4074123.500000 Penalty: 5177.751465
	Iteration 50Q: 3 clusters Score -4074124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -4074124.750000 Penalty: 5177.751465
	Iteration 51Q: 3 clusters Score -4074125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -4074122.750000 Penalty: 5177.751465
	Iteration 52Q: 3 clusters Score -4074123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -4074123.750000 Penalty: 5177.751465
	Iteration 53Q: 3 clusters Score -4074124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -4074123.250000 Penalty: 5177.751465
	Iteration 54Q: 3 clusters Score -4074123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -4074122.250000 Penalty: 5177.751465
	Iteration 55Q: 3 clusters Score -4074122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -4074122.250000 Penalty: 5177.751465
	Iteration 56F: 3 clusters Score -4074122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 83997 members 
Mstep: Class 3 contains 2875 members 
Mstep: Class 4 contains 16071 members 
Mstep: Class 5 contains 15885 members 
Mstep: Class 6 contains 2245 members 
Mstep: Class 7 contains 10122 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 3232 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 203319 members 
Mstep: Class 12 contains 13149 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 51634 members 
Mstep: Class 15 contains 14254 members 
Mstep: Class 16 contains 105595 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 17691 members 
Mstep: Class 19 contains 44970 members 
Mstep: Class 20 contains 212025 members 
Mstep: Class 21 contains 109891 members 
Mstep: Class 22 contains 40814 members 
Mstep: Class 23 contains 18437 members 
Mstep: Class 24 contains 10791 members 
Mstep: Class 25 contains 21578 members 
Mstep: Class 26 contains 6411 members 
Mstep: Class 27 contains 1185 members 
Mstep: Class 28 contains 26093 members 
Mstep: Class 29 contains 135123 members 
Mstep: Class 30 contains 19913 members 
Entering Unmasked Estep 
Score: -150794912.000000 Penalty: 104225.890625
Splitting cluster 15 changes total score from -150750368.000000 to -150794912.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (105595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105595 members 
Entering Unmasked Estep 
Score: -13635200.000000 Penalty: 2868.707031
	Iteration 0F: 2 clusters Score -1.36352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -13564629.000000 Penalty: 5737.414062
	Iteration 0F: 3 clusters Score -1.356463e+07 nChanged 49904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -13593154.000000 Penalty: 5737.414062
	Iteration 1F: 3 clusters Score -1.359315e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -13593859.000000 Penalty: 5737.414062
	Iteration 2Q: 3 clusters Score -1.359386e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -13594470.000000 Penalty: 5737.414062
	Iteration 3Q: 3 clusters Score -1.359447e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -13595054.000000 Penalty: 5737.414062
	Iteration 4Q: 3 clusters Score -1.359505e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -13595607.000000 Penalty: 5737.414062
	Iteration 5Q: 3 clusters Score -1.359561e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -13596135.000000 Penalty: 5737.414062
	Iteration 6Q: 3 clusters Score -1.359614e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -13596645.000000 Penalty: 5737.414062
	Iteration 7Q: 3 clusters Score -1.359664e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -13597248.000000 Penalty: 5737.414062
	Iteration 8Q: 3 clusters Score -1.359725e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -13598069.000000 Penalty: 5737.414062
	Iteration 9Q: 3 clusters Score -1.359807e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -13599194.000000 Penalty: 5737.414062
	Iteration 10Q: 3 clusters Score -1.359919e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -13600972.000000 Penalty: 5737.414062
	Iteration 11Q: 3 clusters Score -1.360097e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 60609 members 
Entering Unmasked Estep 
Score: -13603495.000000 Penalty: 5737.414062
	Iteration 12Q: 3 clusters Score -1.36035e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -13606931.000000 Penalty: 5737.414062
	Iteration 13F: 3 clusters Score -1.360693e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -13610600.000000 Penalty: 5737.414062
	Iteration 14F: 3 clusters Score -1.36106e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 71063 members 
Entering Unmasked Estep 
Score: -13613867.000000 Penalty: 5737.414062
	Iteration 15F: 3 clusters Score -1.361387e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
Score: -13616399.000000 Penalty: 5737.414062
	Iteration 16Q: 3 clusters Score -1.36164e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -13618361.000000 Penalty: 5737.414062
	Iteration 17Q: 3 clusters Score -1.361836e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 80701 members 
Entering Unmasked Estep 
Score: -13620127.000000 Penalty: 5737.414062
	Iteration 18Q: 3 clusters Score -1.362013e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 83768 members 
Entering Unmasked Estep 
Score: -13621802.000000 Penalty: 5737.414062
	Iteration 19Q: 3 clusters Score -1.36218e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 86801 members 
Entering Unmasked Estep 
Score: -13623563.000000 Penalty: 5737.414062
	Iteration 20F: 3 clusters Score -1.362356e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 89691 members 
Entering Unmasked Estep 
Score: -13625162.000000 Penalty: 5737.414062
	Iteration 21Q: 3 clusters Score -1.362516e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 92316 members 
Entering Unmasked Estep 
Score: -13626723.000000 Penalty: 5737.414062
	Iteration 22Q: 3 clusters Score -1.362672e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 94616 members 
Entering Unmasked Estep 
Score: -13628041.000000 Penalty: 5737.414062
	Iteration 23Q: 3 clusters Score -1.362804e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 96578 members 
Entering Unmasked Estep 
Score: -13629184.000000 Penalty: 5737.414062
	Iteration 24Q: 3 clusters Score -1.362918e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 98147 members 
Entering Unmasked Estep 
Score: -13630060.000000 Penalty: 5737.414062
	Iteration 25Q: 3 clusters Score -1.363006e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 99429 members 
Entering Unmasked Estep 
Score: -13630760.000000 Penalty: 5737.414062
	Iteration 26Q: 3 clusters Score -1.363076e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
Score: -13631324.000000 Penalty: 5737.414062
	Iteration 27Q: 3 clusters Score -1.363132e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 101178 members 
Entering Unmasked Estep 
Score: -13631709.000000 Penalty: 5737.414062
	Iteration 28Q: 3 clusters Score -1.363171e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 101780 members 
Entering Unmasked Estep 
Score: -13631978.000000 Penalty: 5737.414062
	Iteration 29Q: 3 clusters Score -1.363198e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 102248 members 
Entering Unmasked Estep 
Score: -13632128.000000 Penalty: 5737.414062
	Iteration 30Q: 3 clusters Score -1.363213e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 102599 members 
Entering Unmasked Estep 
Score: -13632262.000000 Penalty: 5737.414062
	Iteration 31Q: 3 clusters Score -1.363226e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 102871 members 
Entering Unmasked Estep 
Score: -13632396.000000 Penalty: 5737.414062
	Iteration 32Q: 3 clusters Score -1.36324e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 103110 members 
Entering Unmasked Estep 
Score: -13632488.000000 Penalty: 5737.414062
	Iteration 33Q: 3 clusters Score -1.363249e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 103316 members 
Entering Unmasked Estep 
Score: -13632569.000000 Penalty: 5737.414062
	Iteration 34Q: 3 clusters Score -1.363257e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 103473 members 
Entering Unmasked Estep 
Score: -13632668.000000 Penalty: 5737.414062
	Iteration 35Q: 3 clusters Score -1.363267e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 103579 members 
Entering Unmasked Estep 
Score: -13632737.000000 Penalty: 5737.414062
	Iteration 36Q: 3 clusters Score -1.363274e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 103673 members 
Entering Unmasked Estep 
Score: -13632786.000000 Penalty: 5737.414062
	Iteration 37Q: 3 clusters Score -1.363279e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 103757 members 
Entering Unmasked Estep 
Score: -13632819.000000 Penalty: 5737.414062
	Iteration 38Q: 3 clusters Score -1.363282e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 103833 members 
Entering Unmasked Estep 
Score: -13632883.000000 Penalty: 5737.414062
	Iteration 39Q: 3 clusters Score -1.363288e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 103889 members 
Entering Unmasked Estep 
Score: -13632908.000000 Penalty: 5737.414062
	Iteration 40F: 3 clusters Score -1.363291e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 103944 members 
Entering Unmasked Estep 
Score: -13632944.000000 Penalty: 5737.414062
	Iteration 41Q: 3 clusters Score -1.363294e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 103987 members 
Entering Unmasked Estep 
Score: -13632991.000000 Penalty: 5737.414062
	Iteration 42Q: 3 clusters Score -1.363299e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 104035 members 
Entering Unmasked Estep 
Score: -13633043.000000 Penalty: 5737.414062
	Iteration 43Q: 3 clusters Score -1.363304e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 104078 members 
Entering Unmasked Estep 
Score: -13633037.000000 Penalty: 5737.414062
	Iteration 44Q: 3 clusters Score -1.363304e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 104117 members 
Entering Unmasked Estep 
Score: -13633085.000000 Penalty: 5737.414062
	Iteration 45Q: 3 clusters Score -1.363308e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 104141 members 
Entering Unmasked Estep 
Score: -13633088.000000 Penalty: 5737.414062
	Iteration 46Q: 3 clusters Score -1.363309e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 104161 members 
Entering Unmasked Estep 
Score: -13633107.000000 Penalty: 5737.414062
	Iteration 47Q: 3 clusters Score -1.363311e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 104182 members 
Entering Unmasked Estep 
Score: -13633130.000000 Penalty: 5737.414062
	Iteration 48Q: 3 clusters Score -1.363313e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 104196 members 
Entering Unmasked Estep 
Score: -13633165.000000 Penalty: 5737.414062
	Iteration 49Q: 3 clusters Score -1.363316e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 104222 members 
Entering Unmasked Estep 
Score: -13633179.000000 Penalty: 5737.414062
	Iteration 50Q: 3 clusters Score -1.363318e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 104241 members 
Entering Unmasked Estep 
Score: -13633215.000000 Penalty: 5737.414062
	Iteration 51Q: 3 clusters Score -1.363322e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 104254 members 
Entering Unmasked Estep 
Score: -13633218.000000 Penalty: 5737.414062
	Iteration 52Q: 3 clusters Score -1.363322e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 104259 members 
Entering Unmasked Estep 
Score: -13633225.000000 Penalty: 5737.414062
	Iteration 53Q: 3 clusters Score -1.363322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 104265 members 
Entering Unmasked Estep 
Score: -13633232.000000 Penalty: 5737.414062
	Iteration 54Q: 3 clusters Score -1.363323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 104272 members 
Entering Unmasked Estep 
Score: -13633229.000000 Penalty: 5737.414062
	Iteration 55Q: 3 clusters Score -1.363323e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 104277 members 
Entering Unmasked Estep 
Score: -13633246.000000 Penalty: 5737.414062
	Iteration 56Q: 3 clusters Score -1.363325e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 104278 members 
Entering Unmasked Estep 
Score: -13633237.000000 Penalty: 5737.414062
	Iteration 57Q: 3 clusters Score -1.363324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 104282 members 
Entering Unmasked Estep 
Score: -13633251.000000 Penalty: 5737.414062
	Iteration 58Q: 3 clusters Score -1.363325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 104289 members 
Entering Unmasked Estep 
Score: -13633262.000000 Penalty: 5737.414062
	Iteration 59Q: 3 clusters Score -1.363326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 104299 members 
Entering Unmasked Estep 
Score: -13633275.000000 Penalty: 5737.414062
	Iteration 60F: 3 clusters Score -1.363328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 104313 members 
Entering Unmasked Estep 
Score: -13633285.000000 Penalty: 5737.414062
	Iteration 61Q: 3 clusters Score -1.363328e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 104319 members 
Entering Unmasked Estep 
Score: -13633298.000000 Penalty: 5737.414062
	Iteration 62Q: 3 clusters Score -1.36333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 104320 members 
Entering Unmasked Estep 
Score: -13633291.000000 Penalty: 5737.414062
	Iteration 63Q: 3 clusters Score -1.363329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 104321 members 
Entering Unmasked Estep 
Score: -13633283.000000 Penalty: 5737.414062
	Iteration 64Q: 3 clusters Score -1.363328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 104321 members 
Entering Unmasked Estep 
Score: -13633286.000000 Penalty: 5737.414062
	Iteration 65Q: 3 clusters Score -1.363329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 104321 members 
Entering Unmasked Estep 
Score: -13633286.000000 Penalty: 5737.414062
	Iteration 66F: 3 clusters Score -1.363329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Entering Unmasked Estep 
Score: -2166060.000000 Penalty: 2425.641113
	Iteration 0F: 2 clusters Score -2166060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2153533.750000 Penalty: 4851.282227
	Iteration 0F: 3 clusters Score -2153534 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2158719.000000 Penalty: 4851.282227
	Iteration 1F: 3 clusters Score -2158719 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2161704.750000 Penalty: 4851.282227
	Iteration 2F: 3 clusters Score -2161705 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2164996.000000 Penalty: 4851.282227
	Iteration 3F: 3 clusters Score -2164996 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2166552.000000 Penalty: 4851.282227
	Iteration 4F: 3 clusters Score -2166552 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2167054.000000 Penalty: 4851.282227
	Iteration 5F: 3 clusters Score -2167054 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2167252.500000 Penalty: 4851.282227
	Iteration 6Q: 3 clusters Score -2167252 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2167349.750000 Penalty: 4851.282227
	Iteration 7Q: 3 clusters Score -2167350 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2167412.000000 Penalty: 4851.282227
	Iteration 8Q: 3 clusters Score -2167412 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2167457.000000 Penalty: 4851.282227
	Iteration 9Q: 3 clusters Score -2167457 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2167508.750000 Penalty: 4851.282227
	Iteration 10Q: 3 clusters Score -2167509 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2167547.500000 Penalty: 4851.282227
	Iteration 11Q: 3 clusters Score -2167548 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2167576.250000 Penalty: 4851.282227
	Iteration 12Q: 3 clusters Score -2167576 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2167604.500000 Penalty: 4851.282227
	Iteration 13Q: 3 clusters Score -2167604 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2167630.500000 Penalty: 4851.282227
	Iteration 14Q: 3 clusters Score -2167630 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2167669.000000 Penalty: 4851.282227
	Iteration 15Q: 3 clusters Score -2167669 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2167710.750000 Penalty: 4851.282227
	Iteration 16Q: 3 clusters Score -2167711 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2167757.500000 Penalty: 4851.282227
	Iteration 17Q: 3 clusters Score -2167758 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2167794.000000 Penalty: 4851.282227
	Iteration 18Q: 3 clusters Score -2167794 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2167829.250000 Penalty: 4851.282227
	Iteration 19Q: 3 clusters Score -2167829 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2167865.000000 Penalty: 4851.282227
	Iteration 20F: 3 clusters Score -2167865 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2167896.250000 Penalty: 4851.282227
	Iteration 21Q: 3 clusters Score -2167896 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2167927.500000 Penalty: 4851.282227
	Iteration 22Q: 3 clusters Score -2167928 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2167954.500000 Penalty: 4851.282227
	Iteration 23Q: 3 clusters Score -2167954 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2167967.000000 Penalty: 4851.282227
	Iteration 24Q: 3 clusters Score -2167967 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2167985.250000 Penalty: 4851.282227
	Iteration 25Q: 3 clusters Score -2167985 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2168012.750000 Penalty: 4851.282227
	Iteration 26Q: 3 clusters Score -2168013 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2168027.250000 Penalty: 4851.282227
	Iteration 27Q: 3 clusters Score -2168027 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2168042.750000 Penalty: 4851.282227
	Iteration 28Q: 3 clusters Score -2168043 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2168059.750000 Penalty: 4851.282227
	Iteration 29Q: 3 clusters Score -2168060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2168080.000000 Penalty: 4851.282227
	Iteration 30Q: 3 clusters Score -2168080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2168100.500000 Penalty: 4851.282227
	Iteration 31Q: 3 clusters Score -2168100 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2168115.500000 Penalty: 4851.282227
	Iteration 32Q: 3 clusters Score -2168116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2168124.250000 Penalty: 4851.282227
	Iteration 33Q: 3 clusters Score -2168124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2168140.500000 Penalty: 4851.282227
	Iteration 34Q: 3 clusters Score -2168140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2168150.750000 Penalty: 4851.282227
	Iteration 35Q: 3 clusters Score -2168151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2168161.000000 Penalty: 4851.282227
	Iteration 36Q: 3 clusters Score -2168161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2168169.250000 Penalty: 4851.282227
	Iteration 37Q: 3 clusters Score -2168169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2168177.250000 Penalty: 4851.282227
	Iteration 38Q: 3 clusters Score -2168177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2168181.500000 Penalty: 4851.282227
	Iteration 39Q: 3 clusters Score -2168182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2168182.750000 Penalty: 4851.282227
	Iteration 40F: 3 clusters Score -2168183 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2168195.000000 Penalty: 4851.282227
	Iteration 41Q: 3 clusters Score -2168195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2168212.000000 Penalty: 4851.282227
	Iteration 42Q: 3 clusters Score -2168212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2168214.500000 Penalty: 4851.282227
	Iteration 43Q: 3 clusters Score -2168214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2168225.750000 Penalty: 4851.282227
	Iteration 44Q: 3 clusters Score -2168226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2168232.000000 Penalty: 4851.282227
	Iteration 45Q: 3 clusters Score -2168232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2168242.750000 Penalty: 4851.282227
	Iteration 46Q: 3 clusters Score -2168243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2168242.500000 Penalty: 4851.282227
	Iteration 47Q: 3 clusters Score -2168242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2168247.500000 Penalty: 4851.282227
	Iteration 48Q: 3 clusters Score -2168248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2168248.000000 Penalty: 4851.282227
	Iteration 49Q: 3 clusters Score -2168248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2168250.250000 Penalty: 4851.282227
	Iteration 50Q: 3 clusters Score -2168250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2168257.250000 Penalty: 4851.282227
	Iteration 51Q: 3 clusters Score -2168257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2168254.750000 Penalty: 4851.282227
	Iteration 52Q: 3 clusters Score -2168255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2168258.750000 Penalty: 4851.282227
	Iteration 53Q: 3 clusters Score -2168259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2168260.250000 Penalty: 4851.282227
	Iteration 54Q: 3 clusters Score -2168260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2168261.000000 Penalty: 4851.282227
	Iteration 55Q: 3 clusters Score -2168261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2168261.000000 Penalty: 4851.282227
	Iteration 56F: 3 clusters Score -2168261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 83997 members 
Mstep: Class 3 contains 2875 members 
Mstep: Class 4 contains 16071 members 
Mstep: Class 5 contains 15885 members 
Mstep: Class 6 contains 2245 members 
Mstep: Class 7 contains 10122 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 3232 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 203319 members 
Mstep: Class 12 contains 13149 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 51634 members 
Mstep: Class 15 contains 14254 members 
Mstep: Class 16 contains 105595 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 15022 members 
Mstep: Class 19 contains 44970 members 
Mstep: Class 20 contains 212025 members 
Mstep: Class 21 contains 109891 members 
Mstep: Class 22 contains 40814 members 
Mstep: Class 23 contains 18437 members 
Mstep: Class 24 contains 10791 members 
Mstep: Class 25 contains 21578 members 
Mstep: Class 26 contains 6411 members 
Mstep: Class 27 contains 1185 members 
Mstep: Class 28 contains 26093 members 
Mstep: Class 29 contains 135123 members 
Mstep: Class 30 contains 19913 members 
Mstep: Class 31 contains 2669 members 
Entering Unmasked Estep 
Score: -150796224.000000 Penalty: 107700.085938
Splitting cluster 18 changes total score from -150750368.000000 to -150796224.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (44970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Entering Unmasked Estep 
Score: -5780311.000000 Penalty: 2657.010254
	Iteration 0F: 2 clusters Score -5780311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -5750025.000000 Penalty: 5314.020508
	Iteration 0F: 3 clusters Score -5750025 nChanged 20721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -5761205.500000 Penalty: 5314.020508
	Iteration 1F: 3 clusters Score -5761206 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -5761725.500000 Penalty: 5314.020508
	Iteration 2Q: 3 clusters Score -5761726 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -5762306.500000 Penalty: 5314.020508
	Iteration 3Q: 3 clusters Score -5762306 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -5762992.000000 Penalty: 5314.020508
	Iteration 4Q: 3 clusters Score -5762992 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -5763773.500000 Penalty: 5314.020508
	Iteration 5Q: 3 clusters Score -5763774 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -5764705.500000 Penalty: 5314.020508
	Iteration 6Q: 3 clusters Score -5764706 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -5765721.000000 Penalty: 5314.020508
	Iteration 7Q: 3 clusters Score -5765721 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -5766775.500000 Penalty: 5314.020508
	Iteration 8Q: 3 clusters Score -5766776 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -5767806.000000 Penalty: 5314.020508
	Iteration 9Q: 3 clusters Score -5767806 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -5768678.500000 Penalty: 5314.020508
	Iteration 10Q: 3 clusters Score -5768678 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -5769511.500000 Penalty: 5314.020508
	Iteration 11Q: 3 clusters Score -5769512 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -5770276.000000 Penalty: 5314.020508
	Iteration 12Q: 3 clusters Score -5770276 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -5770900.000000 Penalty: 5314.020508
	Iteration 13Q: 3 clusters Score -5770900 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -5771453.000000 Penalty: 5314.020508
	Iteration 14Q: 3 clusters Score -5771453 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -5771978.500000 Penalty: 5314.020508
	Iteration 15Q: 3 clusters Score -5771978 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -5772555.000000 Penalty: 5314.020508
	Iteration 16Q: 3 clusters Score -5772555 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -5773147.500000 Penalty: 5314.020508
	Iteration 17Q: 3 clusters Score -5773148 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -5773819.000000 Penalty: 5314.020508
	Iteration 18Q: 3 clusters Score -5773819 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -5774472.000000 Penalty: 5314.020508
	Iteration 19Q: 3 clusters Score -5774472 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -5775121.000000 Penalty: 5314.020508
	Iteration 20F: 3 clusters Score -5775121 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -5775740.000000 Penalty: 5314.020508
	Iteration 21Q: 3 clusters Score -5775740 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -5776345.000000 Penalty: 5314.020508
	Iteration 22Q: 3 clusters Score -5776345 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -5776880.000000 Penalty: 5314.020508
	Iteration 23Q: 3 clusters Score -5776880 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -5777326.500000 Penalty: 5314.020508
	Iteration 24Q: 3 clusters Score -5777326 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -5777722.500000 Penalty: 5314.020508
	Iteration 25Q: 3 clusters Score -5777722 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -5778124.000000 Penalty: 5314.020508
	Iteration 26Q: 3 clusters Score -5778124 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -5778514.500000 Penalty: 5314.020508
	Iteration 27Q: 3 clusters Score -5778514 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -5778922.500000 Penalty: 5314.020508
	Iteration 28Q: 3 clusters Score -5778922 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -5779259.000000 Penalty: 5314.020508
	Iteration 29Q: 3 clusters Score -5779259 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -5779468.000000 Penalty: 5314.020508
	Iteration 30Q: 3 clusters Score -5779468 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -5779591.500000 Penalty: 5314.020508
	Iteration 31Q: 3 clusters Score -5779592 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -5779658.500000 Penalty: 5314.020508
	Iteration 32Q: 3 clusters Score -5779658 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -5779716.000000 Penalty: 5314.020508
	Iteration 33Q: 3 clusters Score -5779716 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -5779744.500000 Penalty: 5314.020508
	Iteration 34Q: 3 clusters Score -5779744 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -5779753.500000 Penalty: 5314.020508
	Iteration 35Q: 3 clusters Score -5779754 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -5779778.500000 Penalty: 5314.020508
	Iteration 36Q: 3 clusters Score -5779778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -5779777.500000 Penalty: 5314.020508
	Iteration 37Q: 3 clusters Score -5779778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -5779789.500000 Penalty: 5314.020508
	Iteration 38Q: 3 clusters Score -5779790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -5779792.000000 Penalty: 5314.020508
	Iteration 39Q: 3 clusters Score -5779792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -5779803.500000 Penalty: 5314.020508
	Iteration 40F: 3 clusters Score -5779804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -5779803.500000 Penalty: 5314.020508
	Iteration 41Q: 3 clusters Score -5779804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -5779797.500000 Penalty: 5314.020508
	Iteration 42Q: 3 clusters Score -5779798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -5779800.500000 Penalty: 5314.020508
	Iteration 43Q: 3 clusters Score -5779800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -5779798.500000 Penalty: 5314.020508
	Iteration 44Q: 3 clusters Score -5779798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -5779799.000000 Penalty: 5314.020508
	Iteration 45Q: 3 clusters Score -5779799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -5779802.000000 Penalty: 5314.020508
	Iteration 46Q: 3 clusters Score -5779802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -5779808.000000 Penalty: 5314.020508
	Iteration 47Q: 3 clusters Score -5779808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -5779807.500000 Penalty: 5314.020508
	Iteration 48Q: 3 clusters Score -5779808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -5779800.500000 Penalty: 5314.020508
	Iteration 49Q: 3 clusters Score -5779800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -5779799.500000 Penalty: 5314.020508
	Iteration 50Q: 3 clusters Score -5779800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -5779805.500000 Penalty: 5314.020508
	Iteration 51Q: 3 clusters Score -5779806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -5779810.000000 Penalty: 5314.020508
	Iteration 52Q: 3 clusters Score -5779810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -5779804.500000 Penalty: 5314.020508
	Iteration 53Q: 3 clusters Score -5779804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -5779798.000000 Penalty: 5314.020508
	Iteration 54Q: 3 clusters Score -5779798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -5779808.500000 Penalty: 5314.020508
	Iteration 55Q: 3 clusters Score -5779808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -5779804.500000 Penalty: 5314.020508
	Iteration 56Q: 3 clusters Score -5779804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -5779808.500000 Penalty: 5314.020508
	Iteration 57Q: 3 clusters Score -5779808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5779805.500000 Penalty: 5314.020508
	Iteration 58Q: 3 clusters Score -5779806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -5779802.500000 Penalty: 5314.020508
	Iteration 59Q: 3 clusters Score -5779802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -5779801.000000 Penalty: 5314.020508
	Iteration 60F: 3 clusters Score -5779801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -5779798.000000 Penalty: 5314.020508
	Iteration 61Q: 3 clusters Score -5779798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -5779798.000000 Penalty: 5314.020508
	Iteration 62F: 3 clusters Score -5779798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (212025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212025 members 
Entering Unmasked Estep 
Score: -27109034.000000 Penalty: 3041.585938
	Iteration 0F: 2 clusters Score -2.710903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105811 members 
Mstep: Class 2 contains 106214 members 
Entering Unmasked Estep 
Score: -26973844.000000 Penalty: 6083.171875
	Iteration 0F: 3 clusters Score -2.697384e+07 nChanged 102065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101368 members 
Mstep: Class 2 contains 110657 members 
Entering Unmasked Estep 
Score: -27040498.000000 Penalty: 6083.171875
	Iteration 1F: 3 clusters Score -2.70405e+07 nChanged 13521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95985 members 
Mstep: Class 2 contains 116040 members 
Entering Unmasked Estep 
Score: -27049342.000000 Penalty: 6083.171875
	Iteration 2F: 3 clusters Score -2.704934e+07 nChanged 17173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 125419 members 
Entering Unmasked Estep 
Score: -27062120.000000 Penalty: 6083.171875
	Iteration 3F: 3 clusters Score -2.706212e+07 nChanged 19748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 138365 members 
Entering Unmasked Estep 
Score: -27079838.000000 Penalty: 6083.171875
	Iteration 4F: 3 clusters Score -2.707984e+07 nChanged 19303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 152366 members 
Entering Unmasked Estep 
Score: -27098200.000000 Penalty: 6083.171875
	Iteration 5F: 3 clusters Score -2.70982e+07 nChanged 15029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 164237 members 
Entering Unmasked Estep 
Score: -27113338.000000 Penalty: 6083.171875
	Iteration 6F: 3 clusters Score -2.711334e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 172558 members 
Entering Unmasked Estep 
Score: -27122886.000000 Penalty: 6083.171875
	Iteration 7Q: 3 clusters Score -2.712289e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 178082 members 
Entering Unmasked Estep 
Score: -27127518.000000 Penalty: 6083.171875
	Iteration 8Q: 3 clusters Score -2.712752e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 181819 members 
Entering Unmasked Estep 
Score: -27129306.000000 Penalty: 6083.171875
	Iteration 9Q: 3 clusters Score -2.712931e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 184542 members 
Entering Unmasked Estep 
Score: -27130108.000000 Penalty: 6083.171875
	Iteration 10Q: 3 clusters Score -2.713011e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 186515 members 
Entering Unmasked Estep 
Score: -27130486.000000 Penalty: 6083.171875
	Iteration 11Q: 3 clusters Score -2.713049e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 187903 members 
Entering Unmasked Estep 
Score: -27130696.000000 Penalty: 6083.171875
	Iteration 12Q: 3 clusters Score -2.71307e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 188923 members 
Entering Unmasked Estep 
Score: -27130664.000000 Penalty: 6083.171875
	Iteration 13Q: 3 clusters Score -2.713066e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 189704 members 
Entering Unmasked Estep 
Score: -27130694.000000 Penalty: 6083.171875
	Iteration 14Q: 3 clusters Score -2.713069e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 190300 members 
Entering Unmasked Estep 
Score: -27130786.000000 Penalty: 6083.171875
	Iteration 15Q: 3 clusters Score -2.713079e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 190728 members 
Entering Unmasked Estep 
Score: -27130882.000000 Penalty: 6083.171875
	Iteration 16Q: 3 clusters Score -2.713088e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 191043 members 
Entering Unmasked Estep 
Score: -27130836.000000 Penalty: 6083.171875
	Iteration 17Q: 3 clusters Score -2.713084e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 191283 members 
Entering Unmasked Estep 
Score: -27130842.000000 Penalty: 6083.171875
	Iteration 18Q: 3 clusters Score -2.713084e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 191495 members 
Entering Unmasked Estep 
Score: -27130848.000000 Penalty: 6083.171875
	Iteration 19Q: 3 clusters Score -2.713085e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 191664 members 
Entering Unmasked Estep 
Score: -27130874.000000 Penalty: 6083.171875
	Iteration 20F: 3 clusters Score -2.713087e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 191809 members 
Entering Unmasked Estep 
Score: -27130890.000000 Penalty: 6083.171875
	Iteration 21Q: 3 clusters Score -2.713089e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 191924 members 
Entering Unmasked Estep 
Score: -27130872.000000 Penalty: 6083.171875
	Iteration 22Q: 3 clusters Score -2.713087e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 191997 members 
Entering Unmasked Estep 
Score: -27130904.000000 Penalty: 6083.171875
	Iteration 23Q: 3 clusters Score -2.71309e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 192065 members 
Entering Unmasked Estep 
Score: -27130896.000000 Penalty: 6083.171875
	Iteration 24Q: 3 clusters Score -2.71309e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 192119 members 
Entering Unmasked Estep 
Score: -27130866.000000 Penalty: 6083.171875
	Iteration 25Q: 3 clusters Score -2.713087e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 192160 members 
Entering Unmasked Estep 
Score: -27130876.000000 Penalty: 6083.171875
	Iteration 26Q: 3 clusters Score -2.713088e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 192189 members 
Entering Unmasked Estep 
Score: -27130870.000000 Penalty: 6083.171875
	Iteration 27Q: 3 clusters Score -2.713087e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 192206 members 
Entering Unmasked Estep 
Score: -27130872.000000 Penalty: 6083.171875
	Iteration 28Q: 3 clusters Score -2.713087e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 192223 members 
Entering Unmasked Estep 
Score: -27130846.000000 Penalty: 6083.171875
	Iteration 29Q: 3 clusters Score -2.713085e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 192240 members 
Entering Unmasked Estep 
Score: -27130840.000000 Penalty: 6083.171875
	Iteration 30Q: 3 clusters Score -2.713084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 192256 members 
Entering Unmasked Estep 
Score: -27130866.000000 Penalty: 6083.171875
	Iteration 31Q: 3 clusters Score -2.713087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 192264 members 
Entering Unmasked Estep 
Score: -27130860.000000 Penalty: 6083.171875
	Iteration 32Q: 3 clusters Score -2.713086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 192276 members 
Entering Unmasked Estep 
Score: -27130848.000000 Penalty: 6083.171875
	Iteration 33Q: 3 clusters Score -2.713085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 192286 members 
Entering Unmasked Estep 
Score: -27130840.000000 Penalty: 6083.171875
	Iteration 34Q: 3 clusters Score -2.713084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 192299 members 
Entering Unmasked Estep 
Score: -27130852.000000 Penalty: 6083.171875
	Iteration 35Q: 3 clusters Score -2.713085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 192309 members 
Entering Unmasked Estep 
Score: -27130888.000000 Penalty: 6083.171875
	Iteration 36Q: 3 clusters Score -2.713089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 192311 members 
Entering Unmasked Estep 
Score: -27130876.000000 Penalty: 6083.171875
	Iteration 37Q: 3 clusters Score -2.713088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 192313 members 
Entering Unmasked Estep 
Score: -27130846.000000 Penalty: 6083.171875
	Iteration 38Q: 3 clusters Score -2.713085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 192316 members 
Entering Unmasked Estep 
Score: -27130846.000000 Penalty: 6083.171875
	Iteration 39Q: 3 clusters Score -2.713085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 192317 members 
Entering Unmasked Estep 
Score: -27130850.000000 Penalty: 6083.171875
	Iteration 40F: 3 clusters Score -2.713085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 192318 members 
Entering Unmasked Estep 
Score: -27130848.000000 Penalty: 6083.171875
	Iteration 41Q: 3 clusters Score -2.713085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 192319 members 
Entering Unmasked Estep 
Score: -27130868.000000 Penalty: 6083.171875
	Iteration 42Q: 3 clusters Score -2.713087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 192319 members 
Entering Unmasked Estep 
Score: -27130868.000000 Penalty: 6083.171875
	Iteration 43F: 3 clusters Score -2.713087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 83997 members 
Mstep: Class 3 contains 2875 members 
Mstep: Class 4 contains 16071 members 
Mstep: Class 5 contains 15885 members 
Mstep: Class 6 contains 2245 members 
Mstep: Class 7 contains 10122 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 3232 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 203319 members 
Mstep: Class 12 contains 13149 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 51634 members 
Mstep: Class 15 contains 14254 members 
Mstep: Class 16 contains 105595 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 15022 members 
Mstep: Class 19 contains 44970 members 
Mstep: Class 20 contains 19706 members 
Mstep: Class 21 contains 109891 members 
Mstep: Class 22 contains 40814 members 
Mstep: Class 23 contains 18437 members 
Mstep: Class 24 contains 10791 members 
Mstep: Class 25 contains 21578 members 
Mstep: Class 26 contains 6411 members 
Mstep: Class 27 contains 1185 members 
Mstep: Class 28 contains 26093 members 
Mstep: Class 29 contains 135123 members 
Mstep: Class 30 contains 19913 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 192319 members 
Entering Unmasked Estep 
Score: -150815584.000000 Penalty: 111174.281250
Splitting cluster 20 changes total score from -150750368.000000 to -150815584.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 21 (109891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109891 members 
Entering Unmasked Estep 
Score: -13981061.000000 Penalty: 2878.596680
	Iteration 0F: 2 clusters Score -1.398106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -13907874.000000 Penalty: 5757.193359
	Iteration 0F: 3 clusters Score -1.390787e+07 nChanged 52059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -13938071.000000 Penalty: 5757.193359
	Iteration 1F: 3 clusters Score -1.393807e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -13939879.000000 Penalty: 5757.193359
	Iteration 2Q: 3 clusters Score -1.393988e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60651 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -13942719.000000 Penalty: 5757.193359
	Iteration 3F: 3 clusters Score -1.394272e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -13946650.000000 Penalty: 5757.193359
	Iteration 4F: 3 clusters Score -1.394665e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -13951560.000000 Penalty: 5757.193359
	Iteration 5F: 3 clusters Score -1.395156e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69825 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -13956027.000000 Penalty: 5757.193359
	Iteration 6F: 3 clusters Score -1.395603e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72509 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -13959941.000000 Penalty: 5757.193359
	Iteration 7F: 3 clusters Score -1.395994e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -13963742.000000 Penalty: 5757.193359
	Iteration 8F: 3 clusters Score -1.396374e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75739 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -13968335.000000 Penalty: 5757.193359
	Iteration 9Q: 3 clusters Score -1.396834e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76195 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -13974083.000000 Penalty: 5757.193359
	Iteration 10F: 3 clusters Score -1.397408e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -13979559.000000 Penalty: 5757.193359
	Iteration 11Q: 3 clusters Score -1.397956e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75436 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -13983602.000000 Penalty: 5757.193359
	Iteration 12Q: 3 clusters Score -1.39836e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74847 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -13986192.000000 Penalty: 5757.193359
	Iteration 13Q: 3 clusters Score -1.398619e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74148 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -13987884.000000 Penalty: 5757.193359
	Iteration 14Q: 3 clusters Score -1.398788e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -13988998.000000 Penalty: 5757.193359
	Iteration 15Q: 3 clusters Score -1.3989e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72714 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -13989524.000000 Penalty: 5757.193359
	Iteration 16Q: 3 clusters Score -1.398952e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72164 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -13989758.000000 Penalty: 5757.193359
	Iteration 17Q: 3 clusters Score -1.398976e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -13989919.000000 Penalty: 5757.193359
	Iteration 18Q: 3 clusters Score -1.398992e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -13989951.000000 Penalty: 5757.193359
	Iteration 19Q: 3 clusters Score -1.398995e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71094 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -13990032.000000 Penalty: 5757.193359
	Iteration 20F: 3 clusters Score -1.399003e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -13990095.000000 Penalty: 5757.193359
	Iteration 21Q: 3 clusters Score -1.39901e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70658 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -13990128.000000 Penalty: 5757.193359
	Iteration 22Q: 3 clusters Score -1.399013e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70511 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -13990154.000000 Penalty: 5757.193359
	Iteration 23Q: 3 clusters Score -1.399015e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70406 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -13990148.000000 Penalty: 5757.193359
	Iteration 24Q: 3 clusters Score -1.399015e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -13990133.000000 Penalty: 5757.193359
	Iteration 25Q: 3 clusters Score -1.399013e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -13990151.000000 Penalty: 5757.193359
	Iteration 26Q: 3 clusters Score -1.399015e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70219 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -13990136.000000 Penalty: 5757.193359
	Iteration 27Q: 3 clusters Score -1.399014e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70180 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -13990158.000000 Penalty: 5757.193359
	Iteration 28Q: 3 clusters Score -1.399016e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70143 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -13990152.000000 Penalty: 5757.193359
	Iteration 29Q: 3 clusters Score -1.399015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70119 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -13990142.000000 Penalty: 5757.193359
	Iteration 30Q: 3 clusters Score -1.399014e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70097 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -13990143.000000 Penalty: 5757.193359
	Iteration 31Q: 3 clusters Score -1.399014e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70076 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -13990146.000000 Penalty: 5757.193359
	Iteration 32Q: 3 clusters Score -1.399015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70063 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -13990150.000000 Penalty: 5757.193359
	Iteration 33Q: 3 clusters Score -1.399015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70055 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -13990144.000000 Penalty: 5757.193359
	Iteration 34Q: 3 clusters Score -1.399014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -13990139.000000 Penalty: 5757.193359
	Iteration 35Q: 3 clusters Score -1.399014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70043 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -13990130.000000 Penalty: 5757.193359
	Iteration 36Q: 3 clusters Score -1.399013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70034 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -13990111.000000 Penalty: 5757.193359
	Iteration 37Q: 3 clusters Score -1.399011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70026 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -13990117.000000 Penalty: 5757.193359
	Iteration 38Q: 3 clusters Score -1.399012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -13990110.000000 Penalty: 5757.193359
	Iteration 39Q: 3 clusters Score -1.399011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70019 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -13990100.000000 Penalty: 5757.193359
	Iteration 40F: 3 clusters Score -1.39901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -13990108.000000 Penalty: 5757.193359
	Iteration 41Q: 3 clusters Score -1.399011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -13990109.000000 Penalty: 5757.193359
	Iteration 42Q: 3 clusters Score -1.399011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70010 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -13990108.000000 Penalty: 5757.193359
	Iteration 43Q: 3 clusters Score -1.399011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70008 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -13990103.000000 Penalty: 5757.193359
	Iteration 44Q: 3 clusters Score -1.39901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70008 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -13990103.000000 Penalty: 5757.193359
	Iteration 45F: 3 clusters Score -1.39901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 83997 members 
Mstep: Class 3 contains 2875 members 
Mstep: Class 4 contains 16071 members 
Mstep: Class 5 contains 15885 members 
Mstep: Class 6 contains 2245 members 
Mstep: Class 7 contains 10122 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 3232 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 203319 members 
Mstep: Class 12 contains 13149 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 51634 members 
Mstep: Class 15 contains 14254 members 
Mstep: Class 16 contains 105595 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 15022 members 
Mstep: Class 19 contains 44970 members 
Mstep: Class 20 contains 19706 members 
Mstep: Class 21 contains 70008 members 
Mstep: Class 22 contains 40814 members 
Mstep: Class 23 contains 18437 members 
Mstep: Class 24 contains 10791 members 
Mstep: Class 25 contains 21578 members 
Mstep: Class 26 contains 6411 members 
Mstep: Class 27 contains 1185 members 
Mstep: Class 28 contains 26093 members 
Mstep: Class 29 contains 135123 members 
Mstep: Class 30 contains 19913 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 192319 members 
Mstep: Class 33 contains 39883 members 
Entering Unmasked Estep 
Score: -150822560.000000 Penalty: 114648.476562
Splitting cluster 21 changes total score from -150750368.000000 to -150822560.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 83997 members 
Mstep: Class 3 contains 2875 members 
Mstep: Class 4 contains 16071 members 
Mstep: Class 5 contains 15885 members 
Mstep: Class 6 contains 2245 members 
Mstep: Class 7 contains 10122 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 3232 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 203319 members 
Mstep: Class 12 contains 13149 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 51634 members 
Mstep: Class 15 contains 14254 members 
Mstep: Class 16 contains 105595 members 
Mstep: Class 18 contains 15022 members 
Mstep: Class 19 contains 44970 members 
Mstep: Class 20 contains 19706 members 
Mstep: Class 21 contains 70008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150844560.000000 Penalty: 114648.476562
Iteration 39Q: 34 clusters Score -1.508446e+08 nChanged 34036
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 83702 members 
Mstep: Class 3 contains 2898 members 
Mstep: Class 4 contains 15993 members 
Mstep: Class 5 contains 16390 members 
Mstep: Class 6 contains 2643 members 
Mstep: Class 7 contains 11173 members 
Mstep: Class 8 contains 8398 members 
Mstep: Class 9 contains 3500 members 
Mstep: Class 10 contains 11861 members 
Mstep: Class 11 contains 205995 members 
Mstep: Class 12 contains 13431 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 53201 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 105649 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 15543 members 
Mstep: Class 19 contains 46079 members 
Mstep: Class 20 contains 20097 members 
Mstep: Class 21 contains 70376 members 
Mstep: Class 22 contains 40000 members 
Mstep: Class 23 contains 18002 members 
Mstep: Class 24 contains 10585 members 
Mstep: Class 25 contains 20695 members 
Mstep: Class 26 contains 6471 members 
Mstep: Class 27 contains 1117 members 
Mstep: Class 28 contains 25091 members 
Mstep: Class 29 contains 132721 members 
Mstep: Class 30 contains 18807 members 
Mstep: Class 31 contains 2486 members 
Mstep: Class 32 contains 190416 members 
Mstep: Class 33 contains 39385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150859648.000000 Penalty: 114648.476562
Iteration 40F: 34 clusters Score -1.508596e+08 nChanged 29692
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 83032 members 
Mstep: Class 3 contains 2915 members 
Mstep: Class 4 contains 15687 members 
Mstep: Class 5 contains 16326 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 11972 members 
Mstep: Class 8 contains 8219 members 
Mstep: Class 9 contains 3486 members 
Mstep: Class 10 contains 11786 members 
Mstep: Class 11 contains 201714 members 
Mstep: Class 12 contains 13680 members 
Mstep: Class 13 contains 3702 members 
Mstep: Class 14 contains 53243 members 
Mstep: Class 15 contains 13607 members 
Mstep: Class 16 contains 103889 members 
Mstep: Class 17 contains 1613 members 
Mstep: Class 18 contains 15457 members 
Mstep: Class 19 contains 46256 members 
Mstep: Class 20 contains 20350 members 
Mstep: Class 21 contains 69522 members 
Mstep: Class 22 contains 39087 members 
Mstep: Class 23 contains 17860 members 
Mstep: Class 24 contains 11186 members 
Mstep: Class 25 contains 22060 members 
Mstep: Class 26 contains 7113 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 25262 members 
Mstep: Class 29 contains 134749 members 
Mstep: Class 30 contains 19926 members 
Mstep: Class 31 contains 2579 members 
Mstep: Class 32 contains 191001 members 
Mstep: Class 33 contains 40446 members 
Entering Unmasked Estep 
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Score: -150871424.000000 Penalty: 114648.476562
Iteration 41Q: 34 clusters Score -1.508714e+08 nChanged 19526
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 82378 members 
Mstep: Class 3 contains 2949 members 
Mstep: Class 4 contains 15440 members 
Mstep: Class 5 contains 16297 members 
Mstep: Class 6 contains 2894 members 
Mstep: Class 7 contains 12789 members 
Mstep: Class 8 contains 8150 members 
Mstep: Class 9 contains 3469 members 
Mstep: Class 10 contains 11755 members 
Mstep: Class 11 contains 198246 members 
Mstep: Class 12 contains 13989 members 
Mstep: Class 13 contains 4005 members 
Mstep: Class 14 contains 53223 members 
Mstep: Class 15 contains 13483 members 
Mstep: Class 16 contains 102637 members 
Mstep: Class 17 contains 1605 members 
Mstep: Class 18 contains 15424 members 
Mstep: Class 19 contains 46512 members 
Mstep: Class 20 contains 20654 members 
Mstep: Class 21 contains 69089 members 
Mstep: Class 22 contains 38279 members 
Mstep: Class 23 contains 17773 members 
Mstep: Class 24 contains 11485 members 
Mstep: Class 25 contains 23097 members 
Mstep: Class 26 contains 7495 members 
Mstep: Class 27 contains 1126 members 
Mstep: Class 28 contains 25253 members 
Mstep: Class 29 contains 136495 members 
Mstep: Class 30 contains 20665 members 
Mstep: Class 31 contains 2675 members 
Mstep: Class 32 contains 191048 members 
Mstep: Class 33 contains 41232 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 34 clusters Score -1.508787e+08 nChanged 16215
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 81769 members 
Mstep: Class 3 contains 2968 members 
Mstep: Class 4 contains 15221 members 
Mstep: Class 5 contains 16285 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 13583 members 
Mstep: Class 8 contains 8122 members 
Mstep: Class 9 contains 3469 members 
Mstep: Class 10 contains 11738 members 
Mstep: Class 11 contains 195138 members 
Mstep: Class 12 contains 14257 members 
Mstep: Class 13 contains 4194 members 
Mstep: Class 14 contains 53165 members 
Mstep: Class 15 contains 13458 members 
Mstep: Class 16 contains 101710 members 
Mstep: Class 17 contains 1601 members 
Mstep: Class 18 contains 15414 members 
Mstep: Class 19 contains 46823 members 
Mstep: Class 20 contains 20920 members 
Mstep: Class 21 contains 68809 members 
Mstep: Class 22 contains 37548 members 
Mstep: Class 23 contains 17719 members 
Mstep: Class 24 contains 11603 members 
Mstep: Class 25 contains 23865 members 
Mstep: Class 26 contains 7760 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 25201 members 
Mstep: Class 29 contains 138194 members 
Mstep: Class 30 contains 21280 members 
Mstep: Class 31 contains 2788 members 
Mstep: Class 32 contains 190995 members 
Mstep: Class 33 contains 41864 members 
Entering Unmasked Estep 
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Iteration 43Q: 34 clusters Score -1.508837e+08 nChanged 14302
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 81203 members 
Mstep: Class 3 contains 2977 members 
Mstep: Class 4 contains 14965 members 
Mstep: Class 5 contains 16278 members 
Mstep: Class 6 contains 3111 members 
Mstep: Class 7 contains 14334 members 
Mstep: Class 8 contains 8097 members 
Mstep: Class 9 contains 3471 members 
Mstep: Class 10 contains 11791 members 
Mstep: Class 11 contains 191951 members 
Mstep: Class 12 contains 14523 members 
Mstep: Class 13 contains 4314 members 
Mstep: Class 14 contains 53155 members 
Mstep: Class 15 contains 13496 members 
Mstep: Class 16 contains 101019 members 
Mstep: Class 17 contains 1597 members 
Mstep: Class 18 contains 15443 members 
Mstep: Class 19 contains 47163 members 
Mstep: Class 20 contains 21142 members 
Mstep: Class 21 contains 68631 members 
Mstep: Class 22 contains 36890 members 
Mstep: Class 23 contains 17686 members 
Mstep: Class 24 contains 11665 members 
Mstep: Class 25 contains 24429 members 
Mstep: Class 26 contains 7908 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 25112 members 
Mstep: Class 29 contains 140001 members 
Mstep: Class 30 contains 21846 members 
Mstep: Class 31 contains 2890 members 
Mstep: Class 32 contains 190946 members 
Mstep: Class 33 contains 42438 members 
Entering Unmasked Estep 
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Iteration 44Q: 34 clusters Score -1.508884e+08 nChanged 13377
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 80614 members 
Mstep: Class 3 contains 2984 members 
Mstep: Class 4 contains 14742 members 
Mstep: Class 5 contains 16245 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 15024 members 
Mstep: Class 8 contains 8078 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 11847 members 
Mstep: Class 11 contains 188814 members 
Mstep: Class 12 contains 14794 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 53214 members 
Mstep: Class 15 contains 13576 members 
Mstep: Class 16 contains 100519 members 
Mstep: Class 17 contains 1594 members 
Mstep: Class 18 contains 15489 members 
Mstep: Class 19 contains 47451 members 
Mstep: Class 20 contains 21359 members 
Mstep: Class 21 contains 68473 members 
Mstep: Class 22 contains 36292 members 
Mstep: Class 23 contains 17665 members 
Mstep: Class 24 contains 11684 members 
Mstep: Class 25 contains 24836 members 
Mstep: Class 26 contains 8019 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 25009 members 
Mstep: Class 29 contains 142056 members 
Mstep: Class 30 contains 22333 members 
Mstep: Class 31 contains 2964 members 
Mstep: Class 32 contains 190789 members 
Mstep: Class 33 contains 42960 members 
Entering Unmasked Estep 
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Iteration 45Q: 34 clusters Score -1.508932e+08 nChanged 12867
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 80087 members 
Mstep: Class 3 contains 2991 members 
Mstep: Class 4 contains 14552 members 
Mstep: Class 5 contains 16212 members 
Mstep: Class 6 contains 3234 members 
Mstep: Class 7 contains 15692 members 
Mstep: Class 8 contains 8042 members 
Mstep: Class 9 contains 3479 members 
Mstep: Class 10 contains 11910 members 
Mstep: Class 11 contains 185666 members 
Mstep: Class 12 contains 15065 members 
Mstep: Class 13 contains 4475 members 
Mstep: Class 14 contains 53233 members 
Mstep: Class 15 contains 13632 members 
Mstep: Class 16 contains 100122 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 15551 members 
Mstep: Class 19 contains 47563 members 
Mstep: Class 20 contains 21577 members 
Mstep: Class 21 contains 68375 members 
Mstep: Class 22 contains 35800 members 
Mstep: Class 23 contains 17627 members 
Mstep: Class 24 contains 11648 members 
Mstep: Class 25 contains 25160 members 
Mstep: Class 26 contains 8142 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 24819 members 
Mstep: Class 29 contains 144545 members 
Mstep: Class 30 contains 22763 members 
Mstep: Class 31 contains 3009 members 
Mstep: Class 32 contains 190500 members 
Mstep: Class 33 contains 43423 members 
Entering Unmasked Estep 
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Score: -150897504.000000 Penalty: 114648.476562
Iteration 46Q: 34 clusters Score -1.508975e+08 nChanged 12500
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 79618 members 
Mstep: Class 3 contains 2998 members 
Mstep: Class 4 contains 14353 members 
Mstep: Class 5 contains 16190 members 
Mstep: Class 6 contains 3283 members 
Mstep: Class 7 contains 16273 members 
Mstep: Class 8 contains 7999 members 
Mstep: Class 9 contains 3487 members 
Mstep: Class 10 contains 11980 members 
Mstep: Class 11 contains 182591 members 
Mstep: Class 12 contains 15338 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 53280 members 
Mstep: Class 15 contains 13698 members 
Mstep: Class 16 contains 99824 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 15671 members 
Mstep: Class 19 contains 47597 members 
Mstep: Class 20 contains 21755 members 
Mstep: Class 21 contains 68293 members 
Mstep: Class 22 contains 35366 members 
Mstep: Class 23 contains 17585 members 
Mstep: Class 24 contains 11594 members 
Mstep: Class 25 contains 25396 members 
Mstep: Class 26 contains 8225 members 
Mstep: Class 27 contains 1122 members 
Mstep: Class 28 contains 24610 members 
Mstep: Class 29 contains 147234 members 
Mstep: Class 30 contains 23138 members 
Mstep: Class 31 contains 3053 members 
Mstep: Class 32 contains 190085 members 
Mstep: Class 33 contains 43848 members 
Entering Unmasked Estep 
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Score: -150901840.000000 Penalty: 114648.476562
Iteration 47Q: 34 clusters Score -1.509018e+08 nChanged 12184
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 79147 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 14151 members 
Mstep: Class 5 contains 16139 members 
Mstep: Class 6 contains 3315 members 
Mstep: Class 7 contains 16786 members 
Mstep: Class 8 contains 7983 members 
Mstep: Class 9 contains 3493 members 
Mstep: Class 10 contains 12067 members 
Mstep: Class 11 contains 179723 members 
Mstep: Class 12 contains 15603 members 
Mstep: Class 13 contains 4585 members 
Mstep: Class 14 contains 53376 members 
Mstep: Class 15 contains 13811 members 
Mstep: Class 16 contains 99597 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 15853 members 
Mstep: Class 19 contains 47536 members 
Mstep: Class 20 contains 21902 members 
Mstep: Class 21 contains 68189 members 
Mstep: Class 22 contains 34923 members 
Mstep: Class 23 contains 17551 members 
Mstep: Class 24 contains 11538 members 
Mstep: Class 25 contains 25566 members 
Mstep: Class 26 contains 8286 members 
Mstep: Class 27 contains 1119 members 
Mstep: Class 28 contains 24404 members 
Mstep: Class 29 contains 150034 members 
Mstep: Class 30 contains 23490 members 
Mstep: Class 31 contains 3084 members 
Mstep: Class 32 contains 189578 members 
Mstep: Class 33 contains 44183 members 
Entering Unmasked Estep 
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Iteration 48Q: 34 clusters Score -1.509056e+08 nChanged 11718
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 78723 members 
Mstep: Class 3 contains 3003 members 
Mstep: Class 4 contains 14020 members 
Mstep: Class 5 contains 16111 members 
Mstep: Class 6 contains 3364 members 
Mstep: Class 7 contains 17254 members 
Mstep: Class 8 contains 7953 members 
Mstep: Class 9 contains 3501 members 
Mstep: Class 10 contains 12185 members 
Mstep: Class 11 contains 177202 members 
Mstep: Class 12 contains 15826 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 53503 members 
Mstep: Class 15 contains 13897 members 
Mstep: Class 16 contains 99412 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 16038 members 
Mstep: Class 19 contains 47591 members 
Mstep: Class 20 contains 22051 members 
Mstep: Class 21 contains 68061 members 
Mstep: Class 22 contains 34524 members 
Mstep: Class 23 contains 17516 members 
Mstep: Class 24 contains 11475 members 
Mstep: Class 25 contains 25695 members 
Mstep: Class 26 contains 8325 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 24142 members 
Mstep: Class 29 contains 152686 members 
Mstep: Class 30 contains 23743 members 
Mstep: Class 31 contains 3115 members 
Mstep: Class 32 contains 188897 members 
Mstep: Class 33 contains 44469 members 
Entering Unmasked Estep 
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Iteration 49Q: 34 clusters Score -1.509095e+08 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 78315 members 
Mstep: Class 3 contains 2997 members 
Mstep: Class 4 contains 13907 members 
Mstep: Class 5 contains 16052 members 
Mstep: Class 6 contains 3391 members 
Mstep: Class 7 contains 17682 members 
Mstep: Class 8 contains 7921 members 
Mstep: Class 9 contains 3505 members 
Mstep: Class 10 contains 12288 members 
Mstep: Class 11 contains 175145 members 
Mstep: Class 12 contains 16034 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 53610 members 
Mstep: Class 15 contains 13970 members 
Mstep: Class 16 contains 99267 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 16198 members 
Mstep: Class 19 contains 47735 members 
Mstep: Class 20 contains 22180 members 
Mstep: Class 21 contains 67972 members 
Mstep: Class 22 contains 34113 members 
Mstep: Class 23 contains 17472 members 
Mstep: Class 24 contains 11431 members 
Mstep: Class 25 contains 25797 members 
Mstep: Class 26 contains 8399 members 
Mstep: Class 27 contains 1110 members 
Mstep: Class 28 contains 23871 members 
Mstep: Class 29 contains 155164 members 
Mstep: Class 30 contains 23851 members 
Mstep: Class 31 contains 3141 members 
Mstep: Class 32 contains 188088 members 
Mstep: Class 33 contains 44744 members 
Entering Unmasked Estep 
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Score: -150912816.000000 Penalty: 114648.476562
Iteration 50Q: 34 clusters Score -1.509128e+08 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 77995 members 
Mstep: Class 3 contains 2991 members 
Mstep: Class 4 contains 13804 members 
Mstep: Class 5 contains 15973 members 
Mstep: Class 6 contains 3417 members 
Mstep: Class 7 contains 18029 members 
Mstep: Class 8 contains 7889 members 
Mstep: Class 9 contains 3507 members 
Mstep: Class 10 contains 12371 members 
Mstep: Class 11 contains 173520 members 
Mstep: Class 12 contains 16244 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 53747 members 
Mstep: Class 15 contains 14032 members 
Mstep: Class 16 contains 99141 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 16367 members 
Mstep: Class 19 contains 47991 members 
Mstep: Class 20 contains 22299 members 
Mstep: Class 21 contains 67874 members 
Mstep: Class 22 contains 33681 members 
Mstep: Class 23 contains 17443 members 
Mstep: Class 24 contains 11384 members 
Mstep: Class 25 contains 25873 members 
Mstep: Class 26 contains 8477 members 
Mstep: Class 27 contains 1105 members 
Mstep: Class 28 contains 23605 members 
Mstep: Class 29 contains 157074 members 
Mstep: Class 30 contains 23956 members 
Mstep: Class 31 contains 3174 members 
Mstep: Class 32 contains 187379 members 
Mstep: Class 33 contains 44978 members 
Entering Unmasked Estep 
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Score: -150914720.000000 Penalty: 114648.476562
Iteration 51Q: 34 clusters Score -1.509147e+08 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 77719 members 
Mstep: Class 3 contains 2979 members 
Mstep: Class 4 contains 13669 members 
Mstep: Class 5 contains 15890 members 
Mstep: Class 6 contains 3448 members 
Mstep: Class 7 contains 18334 members 
Mstep: Class 8 contains 7874 members 
Mstep: Class 9 contains 3511 members 
Mstep: Class 10 contains 12440 members 
Mstep: Class 11 contains 172287 members 
Mstep: Class 12 contains 16445 members 
Mstep: Class 13 contains 4733 members 
Mstep: Class 14 contains 53961 members 
Mstep: Class 15 contains 14094 members 
Mstep: Class 16 contains 99036 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 16521 members 
Mstep: Class 19 contains 48237 members 
Mstep: Class 20 contains 22408 members 
Mstep: Class 21 contains 67800 members 
Mstep: Class 22 contains 33269 members 
Mstep: Class 23 contains 17424 members 
Mstep: Class 24 contains 11359 members 
Mstep: Class 25 contains 25940 members 
Mstep: Class 26 contains 8542 members 
Mstep: Class 27 contains 1102 members 
Mstep: Class 28 contains 23333 members 
Mstep: Class 29 contains 158585 members 
Mstep: Class 30 contains 23998 members 
Mstep: Class 31 contains 3198 members 
Mstep: Class 32 contains 186653 members 
Mstep: Class 33 contains 45233 members 
Entering Unmasked Estep 
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Iteration 52Q: 34 clusters Score -1.509175e+08 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 77446 members 
Mstep: Class 3 contains 2966 members 
Mstep: Class 4 contains 13579 members 
Mstep: Class 5 contains 15791 members 
Mstep: Class 6 contains 3473 members 
Mstep: Class 7 contains 18647 members 
Mstep: Class 8 contains 7830 members 
Mstep: Class 9 contains 3515 members 
Mstep: Class 10 contains 12519 members 
Mstep: Class 11 contains 171325 members 
Mstep: Class 12 contains 16638 members 
Mstep: Class 13 contains 4758 members 
Mstep: Class 14 contains 54148 members 
Mstep: Class 15 contains 14123 members 
Mstep: Class 16 contains 98943 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 16647 members 
Mstep: Class 19 contains 48618 members 
Mstep: Class 20 contains 22533 members 
Mstep: Class 21 contains 67753 members 
Mstep: Class 22 contains 32855 members 
Mstep: Class 23 contains 17420 members 
Mstep: Class 24 contains 11356 members 
Mstep: Class 25 contains 26010 members 
Mstep: Class 26 contains 8604 members 
Mstep: Class 27 contains 1099 members 
Mstep: Class 28 contains 23074 members 
Mstep: Class 29 contains 159624 members 
Mstep: Class 30 contains 24037 members 
Mstep: Class 31 contains 3235 members 
Mstep: Class 32 contains 186045 members 
Mstep: Class 33 contains 45411 members 
Entering Unmasked Estep 
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Iteration 53Q: 34 clusters Score -1.50919e+08 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 77204 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 13516 members 
Mstep: Class 5 contains 15676 members 
Mstep: Class 6 contains 3505 members 
Mstep: Class 7 contains 18906 members 
Mstep: Class 8 contains 7798 members 
Mstep: Class 9 contains 3517 members 
Mstep: Class 10 contains 12587 members 
Mstep: Class 11 contains 170618 members 
Mstep: Class 12 contains 16816 members 
Mstep: Class 13 contains 4781 members 
Mstep: Class 14 contains 54332 members 
Mstep: Class 15 contains 14178 members 
Mstep: Class 16 contains 98870 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 16801 members 
Mstep: Class 19 contains 49044 members 
Mstep: Class 20 contains 22645 members 
Mstep: Class 21 contains 67717 members 
Mstep: Class 22 contains 32448 members 
Mstep: Class 23 contains 17407 members 
Mstep: Class 24 contains 11332 members 
Mstep: Class 25 contains 26042 members 
Mstep: Class 26 contains 8663 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 22836 members 
Mstep: Class 29 contains 160303 members 
Mstep: Class 30 contains 24059 members 
Mstep: Class 31 contains 3274 members 
Mstep: Class 32 contains 185504 members 
Mstep: Class 33 contains 45593 members 
Entering Unmasked Estep 
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Score: -150920720.000000 Penalty: 114648.476562
Iteration 54Q: 34 clusters Score -1.509207e+08 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 76999 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 13467 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 19127 members 
Mstep: Class 8 contains 7785 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 10 contains 12637 members 
Mstep: Class 11 contains 169977 members 
Mstep: Class 12 contains 16989 members 
Mstep: Class 13 contains 4793 members 
Mstep: Class 14 contains 54551 members 
Mstep: Class 15 contains 14221 members 
Mstep: Class 16 contains 98820 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 16920 members 
Mstep: Class 19 contains 49465 members 
Mstep: Class 20 contains 22774 members 
Mstep: Class 21 contains 67672 members 
Mstep: Class 22 contains 32069 members 
Mstep: Class 23 contains 17402 members 
Mstep: Class 24 contains 11317 members 
Mstep: Class 25 contains 26061 members 
Mstep: Class 26 contains 8702 members 
Mstep: Class 27 contains 1089 members 
Mstep: Class 28 contains 22622 members 
Mstep: Class 29 contains 160836 members 
Mstep: Class 30 contains 24127 members 
Mstep: Class 31 contains 3309 members 
Mstep: Class 32 contains 184966 members 
Mstep: Class 33 contains 45777 members 
Entering Unmasked Estep 
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Iteration 55Q: 34 clusters Score -1.509217e+08 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 76837 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 4 contains 13407 members 
Mstep: Class 5 contains 15441 members 
Mstep: Class 6 contains 3573 members 
Mstep: Class 7 contains 19290 members 
Mstep: Class 8 contains 7777 members 
Mstep: Class 9 contains 3522 members 
Mstep: Class 10 contains 12691 members 
Mstep: Class 11 contains 169479 members 
Mstep: Class 12 contains 17160 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 54750 members 
Mstep: Class 15 contains 14271 members 
Mstep: Class 16 contains 98766 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 17055 members 
Mstep: Class 19 contains 49898 members 
Mstep: Class 20 contains 22878 members 
Mstep: Class 21 contains 67678 members 
Mstep: Class 22 contains 31729 members 
Mstep: Class 23 contains 17395 members 
Mstep: Class 24 contains 11297 members 
Mstep: Class 25 contains 26084 members 
Mstep: Class 26 contains 8720 members 
Mstep: Class 27 contains 1084 members 
Mstep: Class 28 contains 22419 members 
Mstep: Class 29 contains 161136 members 
Mstep: Class 30 contains 24179 members 
Mstep: Class 31 contains 3340 members 
Mstep: Class 32 contains 184493 members 
Mstep: Class 33 contains 45946 members 
Entering Unmasked Estep 
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Iteration 56Q: 34 clusters Score -1.509221e+08 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 76681 members 
Mstep: Class 3 contains 2912 members 
Mstep: Class 4 contains 13347 members 
Mstep: Class 5 contains 15345 members 
Mstep: Class 6 contains 3600 members 
Mstep: Class 7 contains 19437 members 
Mstep: Class 8 contains 7783 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 12730 members 
Mstep: Class 11 contains 169160 members 
Mstep: Class 12 contains 17322 members 
Mstep: Class 13 contains 4816 members 
Mstep: Class 14 contains 54920 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 98699 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 17188 members 
Mstep: Class 19 contains 50357 members 
Mstep: Class 20 contains 22989 members 
Mstep: Class 21 contains 67668 members 
Mstep: Class 22 contains 31421 members 
Mstep: Class 23 contains 17388 members 
Mstep: Class 24 contains 11255 members 
Mstep: Class 25 contains 26127 members 
Mstep: Class 26 contains 8738 members 
Mstep: Class 27 contains 1079 members 
Mstep: Class 28 contains 22213 members 
Mstep: Class 29 contains 161263 members 
Mstep: Class 30 contains 24205 members 
Mstep: Class 31 contains 3363 members 
Mstep: Class 32 contains 184040 members 
Mstep: Class 33 contains 46105 members 
Entering Unmasked Estep 
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Iteration 57Q: 34 clusters Score -1.509226e+08 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 76531 members 
Mstep: Class 3 contains 2890 members 
Mstep: Class 4 contains 13279 members 
Mstep: Class 5 contains 15254 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 19588 members 
Mstep: Class 8 contains 7774 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 12760 members 
Mstep: Class 11 contains 168922 members 
Mstep: Class 12 contains 17455 members 
Mstep: Class 13 contains 4826 members 
Mstep: Class 14 contains 55117 members 
Mstep: Class 15 contains 14413 members 
Mstep: Class 16 contains 98646 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 17322 members 
Mstep: Class 19 contains 50799 members 
Mstep: Class 20 contains 23079 members 
Mstep: Class 21 contains 67663 members 
Mstep: Class 22 contains 31130 members 
Mstep: Class 23 contains 17386 members 
Mstep: Class 24 contains 11233 members 
Mstep: Class 25 contains 26153 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 22026 members 
Mstep: Class 29 contains 161164 members 
Mstep: Class 30 contains 24297 members 
Mstep: Class 31 contains 3389 members 
Mstep: Class 32 contains 183708 members 
Mstep: Class 33 contains 46241 members 
Entering Unmasked Estep 
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Iteration 58Q: 34 clusters Score -1.509232e+08 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 76417 members 
Mstep: Class 3 contains 2869 members 
Mstep: Class 4 contains 13245 members 
Mstep: Class 5 contains 15180 members 
Mstep: Class 6 contains 3641 members 
Mstep: Class 7 contains 19711 members 
Mstep: Class 8 contains 7796 members 
Mstep: Class 9 contains 3530 members 
Mstep: Class 10 contains 12778 members 
Mstep: Class 11 contains 168790 members 
Mstep: Class 12 contains 17595 members 
Mstep: Class 13 contains 4832 members 
Mstep: Class 14 contains 55213 members 
Mstep: Class 15 contains 14458 members 
Mstep: Class 16 contains 98604 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 17466 members 
Mstep: Class 19 contains 51222 members 
Mstep: Class 20 contains 23156 members 
Mstep: Class 21 contains 67613 members 
Mstep: Class 22 contains 30884 members 
Mstep: Class 23 contains 17391 members 
Mstep: Class 24 contains 11208 members 
Mstep: Class 25 contains 26175 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 1077 members 
Mstep: Class 28 contains 21840 members 
Mstep: Class 29 contains 161073 members 
Mstep: Class 30 contains 24336 members 
Mstep: Class 31 contains 3415 members 
Mstep: Class 32 contains 183368 members 
Mstep: Class 33 contains 46390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150923856.000000 Penalty: 114648.476562
Iteration 59Q: 34 clusters Score -1.509239e+08 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 76320 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 4 contains 13211 members 
Mstep: Class 5 contains 15106 members 
Mstep: Class 6 contains 3660 members 
Mstep: Class 7 contains 19801 members 
Mstep: Class 8 contains 7818 members 
Mstep: Class 9 contains 3533 members 
Mstep: Class 10 contains 12798 members 
Mstep: Class 11 contains 168672 members 
Mstep: Class 12 contains 17722 members 
Mstep: Class 13 contains 4842 members 
Mstep: Class 14 contains 55319 members 
Mstep: Class 15 contains 14512 members 
Mstep: Class 16 contains 98566 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 17571 members 
Mstep: Class 19 contains 51661 members 
Mstep: Class 20 contains 23227 members 
Mstep: Class 21 contains 67577 members 
Mstep: Class 22 contains 30636 members 
Mstep: Class 23 contains 17395 members 
Mstep: Class 24 contains 11181 members 
Mstep: Class 25 contains 26187 members 
Mstep: Class 26 contains 8757 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 21666 members 
Mstep: Class 29 contains 160925 members 
Mstep: Class 30 contains 24398 members 
Mstep: Class 31 contains 3432 members 
Mstep: Class 32 contains 183051 members 
Mstep: Class 33 contains 46543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150924976.000000 Penalty: 114648.476562
Iteration 60F: 34 clusters Score -1.50925e+08 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 76222 members 
Mstep: Class 3 contains 2846 members 
Mstep: Class 4 contains 13176 members 
Mstep: Class 5 contains 15040 members 
Mstep: Class 6 contains 3681 members 
Mstep: Class 7 contains 19902 members 
Mstep: Class 8 contains 7834 members 
Mstep: Class 9 contains 3535 members 
Mstep: Class 10 contains 12813 members 
Mstep: Class 11 contains 168566 members 
Mstep: Class 12 contains 17846 members 
Mstep: Class 13 contains 4848 members 
Mstep: Class 14 contains 55425 members 
Mstep: Class 15 contains 14561 members 
Mstep: Class 16 contains 98520 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 17676 members 
Mstep: Class 19 contains 52121 members 
Mstep: Class 20 contains 23310 members 
Mstep: Class 21 contains 67540 members 
Mstep: Class 22 contains 30384 members 
Mstep: Class 23 contains 17397 members 
Mstep: Class 24 contains 11155 members 
Mstep: Class 25 contains 26213 members 
Mstep: Class 26 contains 8750 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 21511 members 
Mstep: Class 29 contains 160714 members 
Mstep: Class 30 contains 24442 members 
Mstep: Class 31 contains 3463 members 
Mstep: Class 32 contains 182781 members 
Mstep: Class 33 contains 46679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150925344.000000 Penalty: 114648.476562
Iteration 61Q: 34 clusters Score -1.509253e+08 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 76143 members 
Mstep: Class 3 contains 2836 members 
Mstep: Class 4 contains 13147 members 
Mstep: Class 5 contains 14990 members 
Mstep: Class 6 contains 3683 members 
Mstep: Class 7 contains 19991 members 
Mstep: Class 8 contains 7856 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 12819 members 
Mstep: Class 11 contains 168480 members 
Mstep: Class 12 contains 17950 members 
Mstep: Class 13 contains 4858 members 
Mstep: Class 14 contains 55504 members 
Mstep: Class 15 contains 14608 members 
Mstep: Class 16 contains 98483 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 17781 members 
Mstep: Class 19 contains 52608 members 
Mstep: Class 20 contains 23387 members 
Mstep: Class 21 contains 67537 members 
Mstep: Class 22 contains 30148 members 
Mstep: Class 23 contains 17392 members 
Mstep: Class 24 contains 11144 members 
Mstep: Class 25 contains 26225 members 
Mstep: Class 26 contains 8757 members 
Mstep: Class 27 contains 1070 members 
Mstep: Class 28 contains 21348 members 
Mstep: Class 29 contains 160407 members 
Mstep: Class 30 contains 24521 members 
Mstep: Class 31 contains 3471 members 
Mstep: Class 32 contains 182541 members 
Mstep: Class 33 contains 46802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150925760.000000 Penalty: 114648.476562
Iteration 62Q: 34 clusters Score -1.509258e+08 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 76061 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 13122 members 
Mstep: Class 5 contains 14933 members 
Mstep: Class 6 contains 3693 members 
Mstep: Class 7 contains 20068 members 
Mstep: Class 8 contains 7875 members 
Mstep: Class 9 contains 3537 members 
Mstep: Class 10 contains 12827 members 
Mstep: Class 11 contains 168399 members 
Mstep: Class 12 contains 18044 members 
Mstep: Class 13 contains 4868 members 
Mstep: Class 14 contains 55567 members 
Mstep: Class 15 contains 14662 members 
Mstep: Class 16 contains 98444 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 17897 members 
Mstep: Class 19 contains 53044 members 
Mstep: Class 20 contains 23460 members 
Mstep: Class 21 contains 67534 members 
Mstep: Class 22 contains 29934 members 
Mstep: Class 23 contains 17391 members 
Mstep: Class 24 contains 11150 members 
Mstep: Class 25 contains 26235 members 
Mstep: Class 26 contains 8757 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 21187 members 
Mstep: Class 29 contains 160093 members 
Mstep: Class 30 contains 24631 members 
Mstep: Class 31 contains 3489 members 
Mstep: Class 32 contains 182283 members 
Mstep: Class 33 contains 46947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150926112.000000 Penalty: 114648.476562
Iteration 63Q: 34 clusters Score -1.509261e+08 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 75985 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 13087 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 3709 members 
Mstep: Class 7 contains 20138 members 
Mstep: Class 8 contains 7881 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 12830 members 
Mstep: Class 11 contains 168350 members 
Mstep: Class 12 contains 18130 members 
Mstep: Class 13 contains 4875 members 
Mstep: Class 14 contains 55620 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 98411 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 18026 members 
Mstep: Class 19 contains 53485 members 
Mstep: Class 20 contains 23517 members 
Mstep: Class 21 contains 67527 members 
Mstep: Class 22 contains 29746 members 
Mstep: Class 23 contains 17398 members 
Mstep: Class 24 contains 11145 members 
Mstep: Class 25 contains 26245 members 
Mstep: Class 26 contains 8761 members 
Mstep: Class 27 contains 1067 members 
Mstep: Class 28 contains 21031 members 
Mstep: Class 29 contains 159739 members 
Mstep: Class 30 contains 24767 members 
Mstep: Class 31 contains 3513 members 
Mstep: Class 32 contains 182054 members 
Mstep: Class 33 contains 47071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150926160.000000 Penalty: 114648.476562
Iteration 64Q: 34 clusters Score -1.509262e+08 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 75910 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 13039 members 
Mstep: Class 5 contains 14830 members 
Mstep: Class 6 contains 3725 members 
Mstep: Class 7 contains 20208 members 
Mstep: Class 8 contains 7896 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 12843 members 
Mstep: Class 11 contains 168344 members 
Mstep: Class 12 contains 18201 members 
Mstep: Class 13 contains 4885 members 
Mstep: Class 14 contains 55645 members 
Mstep: Class 15 contains 14717 members 
Mstep: Class 16 contains 98383 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 18113 members 
Mstep: Class 19 contains 53957 members 
Mstep: Class 20 contains 23591 members 
Mstep: Class 21 contains 67541 members 
Mstep: Class 22 contains 29546 members 
Mstep: Class 23 contains 17403 members 
Mstep: Class 24 contains 11122 members 
Mstep: Class 25 contains 26253 members 
Mstep: Class 26 contains 8764 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 20887 members 
Mstep: Class 29 contains 159354 members 
Mstep: Class 30 contains 24910 members 
Mstep: Class 31 contains 3533 members 
Mstep: Class 32 contains 181850 members 
Mstep: Class 33 contains 47166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150926272.000000 Penalty: 114648.476562
Iteration 65Q: 34 clusters Score -1.509263e+08 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 75858 members 
Mstep: Class 3 contains 2782 members 
Mstep: Class 4 contains 12997 members 
Mstep: Class 5 contains 14770 members 
Mstep: Class 6 contains 3744 members 
Mstep: Class 7 contains 20261 members 
Mstep: Class 8 contains 7919 members 
Mstep: Class 9 contains 3537 members 
Mstep: Class 10 contains 12860 members 
Mstep: Class 11 contains 168351 members 
Mstep: Class 12 contains 18272 members 
Mstep: Class 13 contains 4891 members 
Mstep: Class 14 contains 55697 members 
Mstep: Class 15 contains 14746 members 
Mstep: Class 16 contains 98362 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 18202 members 
Mstep: Class 19 contains 54367 members 
Mstep: Class 20 contains 23659 members 
Mstep: Class 21 contains 67532 members 
Mstep: Class 22 contains 29387 members 
Mstep: Class 23 contains 17410 members 
Mstep: Class 24 contains 11109 members 
Mstep: Class 25 contains 26256 members 
Mstep: Class 26 contains 8765 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 20733 members 
Mstep: Class 29 contains 159021 members 
Mstep: Class 30 contains 25018 members 
Mstep: Class 31 contains 3551 members 
Mstep: Class 32 contains 181605 members 
Mstep: Class 33 contains 47293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150926816.000000 Penalty: 114648.476562
Iteration 66Q: 34 clusters Score -1.509268e+08 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 75805 members 
Mstep: Class 3 contains 2761 members 
Mstep: Class 4 contains 12966 members 
Mstep: Class 5 contains 14712 members 
Mstep: Class 6 contains 3760 members 
Mstep: Class 7 contains 20313 members 
Mstep: Class 8 contains 7946 members 
Mstep: Class 9 contains 3537 members 
Mstep: Class 10 contains 12872 members 
Mstep: Class 11 contains 168377 members 
Mstep: Class 12 contains 18341 members 
Mstep: Class 13 contains 4897 members 
Mstep: Class 14 contains 55673 members 
Mstep: Class 15 contains 14779 members 
Mstep: Class 16 contains 98341 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 18275 members 
Mstep: Class 19 contains 54782 members 
Mstep: Class 20 contains 23722 members 
Mstep: Class 21 contains 67557 members 
Mstep: Class 22 contains 29256 members 
Mstep: Class 23 contains 17414 members 
Mstep: Class 24 contains 11102 members 
Mstep: Class 25 contains 26260 members 
Mstep: Class 26 contains 8778 members 
Mstep: Class 27 contains 1067 members 
Mstep: Class 28 contains 20593 members 
Mstep: Class 29 contains 158714 members 
Mstep: Class 30 contains 25086 members 
Mstep: Class 31 contains 3576 members 
Mstep: Class 32 contains 181361 members 
Mstep: Class 33 contains 47400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150927408.000000 Penalty: 114648.476562
Iteration 67Q: 34 clusters Score -1.509274e+08 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 75754 members 
Mstep: Class 3 contains 2737 members 
Mstep: Class 4 contains 12945 members 
Mstep: Class 5 contains 14650 members 
Mstep: Class 6 contains 3767 members 
Mstep: Class 7 contains 20372 members 
Mstep: Class 8 contains 7966 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 12881 members 
Mstep: Class 11 contains 168393 members 
Mstep: Class 12 contains 18393 members 
Mstep: Class 13 contains 4902 members 
Mstep: Class 14 contains 55691 members 
Mstep: Class 15 contains 14803 members 
Mstep: Class 16 contains 98324 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 18337 members 
Mstep: Class 19 contains 55221 members 
Mstep: Class 20 contains 23775 members 
Mstep: Class 21 contains 67587 members 
Mstep: Class 22 contains 29134 members 
Mstep: Class 23 contains 17410 members 
Mstep: Class 24 contains 11107 members 
Mstep: Class 25 contains 26265 members 
Mstep: Class 26 contains 8781 members 
Mstep: Class 27 contains 1064 members 
Mstep: Class 28 contains 20462 members 
Mstep: Class 29 contains 158374 members 
Mstep: Class 30 contains 25141 members 
Mstep: Class 31 contains 3601 members 
Mstep: Class 32 contains 181131 members 
Mstep: Class 33 contains 47519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150927360.000000 Penalty: 114648.476562
Iteration 68Q: 34 clusters Score -1.509274e+08 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 75715 members 
Mstep: Class 3 contains 2724 members 
Mstep: Class 4 contains 12907 members 
Mstep: Class 5 contains 14585 members 
Mstep: Class 6 contains 3773 members 
Mstep: Class 7 contains 20406 members 
Mstep: Class 8 contains 8001 members 
Mstep: Class 9 contains 3535 members 
Mstep: Class 10 contains 12889 members 
Mstep: Class 11 contains 168416 members 
Mstep: Class 12 contains 18457 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 55715 members 
Mstep: Class 15 contains 14829 members 
Mstep: Class 16 contains 98310 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 18419 members 
Mstep: Class 19 contains 55624 members 
Mstep: Class 20 contains 23822 members 
Mstep: Class 21 contains 67606 members 
Mstep: Class 22 contains 29012 members 
Mstep: Class 23 contains 17411 members 
Mstep: Class 24 contains 11103 members 
Mstep: Class 25 contains 26268 members 
Mstep: Class 26 contains 8786 members 
Mstep: Class 27 contains 1063 members 
Mstep: Class 28 contains 20340 members 
Mstep: Class 29 contains 158048 members 
Mstep: Class 30 contains 25181 members 
Mstep: Class 31 contains 3619 members 
Mstep: Class 32 contains 180927 members 
Mstep: Class 33 contains 47622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150927552.000000 Penalty: 114648.476562
Iteration 69Q: 34 clusters Score -1.509276e+08 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 75674 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 12898 members 
Mstep: Class 5 contains 14533 members 
Mstep: Class 6 contains 3778 members 
Mstep: Class 7 contains 20449 members 
Mstep: Class 8 contains 8030 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 12892 members 
Mstep: Class 11 contains 168442 members 
Mstep: Class 12 contains 18496 members 
Mstep: Class 13 contains 4912 members 
Mstep: Class 14 contains 55729 members 
Mstep: Class 15 contains 14854 members 
Mstep: Class 16 contains 98293 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 18487 members 
Mstep: Class 19 contains 56026 members 
Mstep: Class 20 contains 23868 members 
Mstep: Class 21 contains 67641 members 
Mstep: Class 22 contains 28881 members 
Mstep: Class 23 contains 17412 members 
Mstep: Class 24 contains 11108 members 
Mstep: Class 25 contains 26273 members 
Mstep: Class 26 contains 8776 members 
Mstep: Class 27 contains 1061 members 
Mstep: Class 28 contains 20224 members 
Mstep: Class 29 contains 157701 members 
Mstep: Class 30 contains 25217 members 
Mstep: Class 31 contains 3639 members 
Mstep: Class 32 contains 180781 members 
Mstep: Class 33 contains 47706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150928096.000000 Penalty: 114648.476562
Iteration 70Q: 34 clusters Score -1.509281e+08 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 75624 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 12900 members 
Mstep: Class 5 contains 14478 members 
Mstep: Class 6 contains 3789 members 
Mstep: Class 7 contains 20487 members 
Mstep: Class 8 contains 8060 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 12890 members 
Mstep: Class 11 contains 168454 members 
Mstep: Class 12 contains 18542 members 
Mstep: Class 13 contains 4920 members 
Mstep: Class 14 contains 55774 members 
Mstep: Class 15 contains 14883 members 
Mstep: Class 16 contains 98276 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 18547 members 
Mstep: Class 19 contains 56402 members 
Mstep: Class 20 contains 23908 members 
Mstep: Class 21 contains 67681 members 
Mstep: Class 22 contains 28757 members 
Mstep: Class 23 contains 17408 members 
Mstep: Class 24 contains 11108 members 
Mstep: Class 25 contains 26280 members 
Mstep: Class 26 contains 8767 members 
Mstep: Class 27 contains 1059 members 
Mstep: Class 28 contains 20079 members 
Mstep: Class 29 contains 157394 members 
Mstep: Class 30 contains 25206 members 
Mstep: Class 31 contains 3655 members 
Mstep: Class 32 contains 180692 members 
Mstep: Class 33 contains 47787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150928112.000000 Penalty: 114648.476562
Iteration 71Q: 34 clusters Score -1.509281e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 75565 members 
Mstep: Class 3 contains 2660 members 
Mstep: Class 4 contains 12900 members 
Mstep: Class 5 contains 14437 members 
Mstep: Class 6 contains 3795 members 
Mstep: Class 7 contains 20544 members 
Mstep: Class 8 contains 8089 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 12895 members 
Mstep: Class 11 contains 168433 members 
Mstep: Class 12 contains 18586 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 55784 members 
Mstep: Class 15 contains 14923 members 
Mstep: Class 16 contains 98263 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 18600 members 
Mstep: Class 19 contains 56769 members 
Mstep: Class 20 contains 23940 members 
Mstep: Class 21 contains 67709 members 
Mstep: Class 22 contains 28635 members 
Mstep: Class 23 contains 17403 members 
Mstep: Class 24 contains 11112 members 
Mstep: Class 25 contains 26280 members 
Mstep: Class 26 contains 8760 members 
Mstep: Class 27 contains 1057 members 
Mstep: Class 28 contains 19983 members 
Mstep: Class 29 contains 157081 members 
Mstep: Class 30 contains 25212 members 
Mstep: Class 31 contains 3671 members 
Mstep: Class 32 contains 180602 members 
Mstep: Class 33 contains 47871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150928016.000000 Penalty: 114648.476562
Iteration 72Q: 34 clusters Score -1.50928e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 75511 members 
Mstep: Class 3 contains 2634 members 
Mstep: Class 4 contains 12903 members 
Mstep: Class 5 contains 14401 members 
Mstep: Class 6 contains 3802 members 
Mstep: Class 7 contains 20589 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 12899 members 
Mstep: Class 11 contains 168423 members 
Mstep: Class 12 contains 18611 members 
Mstep: Class 13 contains 4929 members 
Mstep: Class 14 contains 55799 members 
Mstep: Class 15 contains 14956 members 
Mstep: Class 16 contains 98254 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 18653 members 
Mstep: Class 19 contains 57127 members 
Mstep: Class 20 contains 23968 members 
Mstep: Class 21 contains 67728 members 
Mstep: Class 22 contains 28548 members 
Mstep: Class 23 contains 17400 members 
Mstep: Class 24 contains 11111 members 
Mstep: Class 25 contains 26274 members 
Mstep: Class 26 contains 8753 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 19892 members 
Mstep: Class 29 contains 156782 members 
Mstep: Class 30 contains 25267 members 
Mstep: Class 31 contains 3686 members 
Mstep: Class 32 contains 180486 members 
Mstep: Class 33 contains 47927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150928240.000000 Penalty: 114648.476562
Iteration 73Q: 34 clusters Score -1.509282e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 75474 members 
Mstep: Class 3 contains 2614 members 
Mstep: Class 4 contains 12896 members 
Mstep: Class 5 contains 14375 members 
Mstep: Class 6 contains 3805 members 
Mstep: Class 7 contains 20629 members 
Mstep: Class 8 contains 8132 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 10 contains 12899 members 
Mstep: Class 11 contains 168434 members 
Mstep: Class 12 contains 18629 members 
Mstep: Class 13 contains 4933 members 
Mstep: Class 14 contains 55797 members 
Mstep: Class 15 contains 14989 members 
Mstep: Class 16 contains 98252 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 18713 members 
Mstep: Class 19 contains 57463 members 
Mstep: Class 20 contains 24002 members 
Mstep: Class 21 contains 67763 members 
Mstep: Class 22 contains 28457 members 
Mstep: Class 23 contains 17400 members 
Mstep: Class 24 contains 11103 members 
Mstep: Class 25 contains 26263 members 
Mstep: Class 26 contains 8750 members 
Mstep: Class 27 contains 1053 members 
Mstep: Class 28 contains 19803 members 
Mstep: Class 29 contains 156473 members 
Mstep: Class 30 contains 25305 members 
Mstep: Class 31 contains 3695 members 
Mstep: Class 32 contains 180404 members 
Mstep: Class 33 contains 47977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150928368.000000 Penalty: 114648.476562
Iteration 74Q: 34 clusters Score -1.509284e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 75433 members 
Mstep: Class 3 contains 2592 members 
Mstep: Class 4 contains 12889 members 
Mstep: Class 5 contains 14346 members 
Mstep: Class 6 contains 3813 members 
Mstep: Class 7 contains 20677 members 
Mstep: Class 8 contains 8146 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 10 contains 12905 members 
Mstep: Class 11 contains 168430 members 
Mstep: Class 12 contains 18655 members 
Mstep: Class 13 contains 4938 members 
Mstep: Class 14 contains 55804 members 
Mstep: Class 15 contains 15025 members 
Mstep: Class 16 contains 98244 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 18791 members 
Mstep: Class 19 contains 57734 members 
Mstep: Class 20 contains 24032 members 
Mstep: Class 21 contains 67784 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 17403 members 
Mstep: Class 24 contains 11090 members 
Mstep: Class 25 contains 26256 members 
Mstep: Class 26 contains 8755 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 19765 members 
Mstep: Class 29 contains 156187 members 
Mstep: Class 30 contains 25324 members 
Mstep: Class 31 contains 3699 members 
Mstep: Class 32 contains 180340 members 
Mstep: Class 33 contains 48011 members 
Entering Unmasked Estep 
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Iteration 75Q: 34 clusters Score -1.509286e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 75394 members 
Mstep: Class 3 contains 2574 members 
Mstep: Class 4 contains 12881 members 
Mstep: Class 5 contains 14317 members 
Mstep: Class 6 contains 3829 members 
Mstep: Class 7 contains 20714 members 
Mstep: Class 8 contains 8165 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 12907 members 
Mstep: Class 11 contains 168440 members 
Mstep: Class 12 contains 18677 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 55791 members 
Mstep: Class 15 contains 15054 members 
Mstep: Class 16 contains 98236 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 18857 members 
Mstep: Class 19 contains 58026 members 
Mstep: Class 20 contains 24054 members 
Mstep: Class 21 contains 67802 members 
Mstep: Class 22 contains 28263 members 
Mstep: Class 23 contains 17405 members 
Mstep: Class 24 contains 11081 members 
Mstep: Class 25 contains 26247 members 
Mstep: Class 26 contains 8757 members 
Mstep: Class 27 contains 1053 members 
Mstep: Class 28 contains 19724 members 
Mstep: Class 29 contains 155908 members 
Mstep: Class 30 contains 25341 members 
Mstep: Class 31 contains 3705 members 
Mstep: Class 32 contains 180275 members 
Mstep: Class 33 contains 48062 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 76Q: 34 clusters Score -1.509287e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 75361 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 12874 members 
Mstep: Class 5 contains 14293 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 20743 members 
Mstep: Class 8 contains 8185 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 12907 members 
Mstep: Class 11 contains 168448 members 
Mstep: Class 12 contains 18694 members 
Mstep: Class 13 contains 4949 members 
Mstep: Class 14 contains 55806 members 
Mstep: Class 15 contains 15094 members 
Mstep: Class 16 contains 98233 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 18929 members 
Mstep: Class 19 contains 58270 members 
Mstep: Class 20 contains 24082 members 
Mstep: Class 21 contains 67817 members 
Mstep: Class 22 contains 28180 members 
Mstep: Class 23 contains 17404 members 
Mstep: Class 24 contains 11073 members 
Mstep: Class 25 contains 26233 members 
Mstep: Class 26 contains 8757 members 
Mstep: Class 27 contains 1050 members 
Mstep: Class 28 contains 19682 members 
Mstep: Class 29 contains 155631 members 
Mstep: Class 30 contains 25350 members 
Mstep: Class 31 contains 3713 members 
Mstep: Class 32 contains 180213 members 
Mstep: Class 33 contains 48114 members 
Entering Unmasked Estep 
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Iteration 77Q: 34 clusters Score -1.509288e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 75332 members 
Mstep: Class 3 contains 2524 members 
Mstep: Class 4 contains 12858 members 
Mstep: Class 5 contains 14275 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 20769 members 
Mstep: Class 8 contains 8210 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 12915 members 
Mstep: Class 11 contains 168450 members 
Mstep: Class 12 contains 18708 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 55811 members 
Mstep: Class 15 contains 15115 members 
Mstep: Class 16 contains 98227 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 18978 members 
Mstep: Class 19 contains 58507 members 
Mstep: Class 20 contains 24107 members 
Mstep: Class 21 contains 67831 members 
Mstep: Class 22 contains 28119 members 
Mstep: Class 23 contains 17408 members 
Mstep: Class 24 contains 11062 members 
Mstep: Class 25 contains 26227 members 
Mstep: Class 26 contains 8755 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 19649 members 
Mstep: Class 29 contains 155418 members 
Mstep: Class 30 contains 25341 members 
Mstep: Class 31 contains 3723 members 
Mstep: Class 32 contains 180133 members 
Mstep: Class 33 contains 48167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150928816.000000 Penalty: 114648.476562
Iteration 78Q: 34 clusters Score -1.509288e+08 nChanged 1165
Entering ConstructFrom: 
Score: -150928816.000000 Penalty: 114648.476562
Entering ConstructFrom: 
Trying to split cluster 1 (1534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Entering Unmasked Estep 
Score: -145312.718750 Penalty: 1819.237305
	Iteration 0F: 2 clusters Score -145312.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -143678.281250 Penalty: 3638.474609
	Iteration 0F: 3 clusters Score -143678.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -147995.406250 Penalty: 3638.474609
	Iteration 1F: 3 clusters Score -147995.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -151088.140625 Penalty: 3638.474609
	Iteration 2F: 3 clusters Score -151088.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -151555.953125 Penalty: 3638.474609
	Iteration 3Q: 3 clusters Score -151556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -151831.453125 Penalty: 3638.474609
	Iteration 4Q: 3 clusters Score -151831.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -152014.359375 Penalty: 3638.474609
	Iteration 5Q: 3 clusters Score -152014.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -152293.468750 Penalty: 3638.474609
	Iteration 6Q: 3 clusters Score -152293.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -152549.437500 Penalty: 3638.474609
	Iteration 7Q: 3 clusters Score -152549.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -152554.546875 Penalty: 3638.474609
	Iteration 8Q: 3 clusters Score -152554.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -152555.265625 Penalty: 3638.474609
	Iteration 9F: 3 clusters Score -152555.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -152557.640625 Penalty: 3638.474609
	Iteration 10Q: 3 clusters Score -152557.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -152558.343750 Penalty: 3638.474609
	Iteration 11Q: 3 clusters Score -152558.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -152558.343750 Penalty: 3638.474609
	Iteration 12F: 3 clusters Score -152558.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 75302 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 12849 members 
Mstep: Class 5 contains 14252 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 7 contains 20791 members 
Mstep: Class 8 contains 8226 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 12922 members 
Mstep: Class 11 contains 168438 members 
Mstep: Class 12 contains 18724 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 55825 members 
Mstep: Class 15 contains 15134 members 
Mstep: Class 16 contains 98223 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 19028 members 
Mstep: Class 19 contains 58725 members 
Mstep: Class 20 contains 24115 members 
Mstep: Class 21 contains 67845 members 
Mstep: Class 22 contains 28054 members 
Mstep: Class 23 contains 17411 members 
Mstep: Class 24 contains 11049 members 
Mstep: Class 25 contains 26219 members 
Mstep: Class 26 contains 8757 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 19614 members 
Mstep: Class 29 contains 155221 members 
Mstep: Class 30 contains 25345 members 
Mstep: Class 31 contains 3730 members 
Mstep: Class 32 contains 180086 members 
Mstep: Class 33 contains 48223 members 
Mstep: Class 34 contains 354 members 
Entering Unmasked Estep 
Score: -150934544.000000 Penalty: 118122.671875
Splitting cluster 1 changes total score from -150928816.000000 to -150934544.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 2 (75302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75302 members 
Entering Unmasked Estep 
Score: -9656161.000000 Penalty: 2784.857178
	Iteration 0F: 2 clusters Score -9656161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -9605610.000000 Penalty: 5569.714355
	Iteration 0F: 3 clusters Score -9605610 nChanged 35201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -9625758.000000 Penalty: 5569.714355
	Iteration 1F: 3 clusters Score -9625758 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -9626708.000000 Penalty: 5569.714355
	Iteration 2Q: 3 clusters Score -9626708 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -9627869.000000 Penalty: 5569.714355
	Iteration 3Q: 3 clusters Score -9627869 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -9629759.000000 Penalty: 5569.714355
	Iteration 4F: 3 clusters Score -9629759 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -9632753.000000 Penalty: 5569.714355
	Iteration 5F: 3 clusters Score -9632753 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -9636899.000000 Penalty: 5569.714355
	Iteration 6F: 3 clusters Score -9636899 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 62263 members 
Entering Unmasked Estep 
Score: -9641782.000000 Penalty: 5569.714355
	Iteration 7F: 3 clusters Score -9641782 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -9646367.000000 Penalty: 5569.714355
	Iteration 8F: 3 clusters Score -9646367 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 70992 members 
Entering Unmasked Estep 
Score: -9649836.000000 Penalty: 5569.714355
	Iteration 9Q: 3 clusters Score -9649836 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -9651929.000000 Penalty: 5569.714355
	Iteration 10Q: 3 clusters Score -9651929 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 74309 members 
Entering Unmasked Estep 
Score: -9652888.000000 Penalty: 5569.714355
	Iteration 11Q: 3 clusters Score -9652888 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 74717 members 
Entering Unmasked Estep 
Score: -9653284.000000 Penalty: 5569.714355
	Iteration 12Q: 3 clusters Score -9653284 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 74876 members 
Entering Unmasked Estep 
Score: -9653471.000000 Penalty: 5569.714355
	Iteration 13Q: 3 clusters Score -9653471 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 74942 members 
Entering Unmasked Estep 
Score: -9653568.000000 Penalty: 5569.714355
	Iteration 14Q: 3 clusters Score -9653568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 74982 members 
Entering Unmasked Estep 
Score: -9653629.000000 Penalty: 5569.714355
	Iteration 15Q: 3 clusters Score -9653629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 75003 members 
Entering Unmasked Estep 
Score: -9653663.000000 Penalty: 5569.714355
	Iteration 16Q: 3 clusters Score -9653663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 75010 members 
Entering Unmasked Estep 
Score: -9653681.000000 Penalty: 5569.714355
	Iteration 17Q: 3 clusters Score -9653681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -9653685.000000 Penalty: 5569.714355
	Iteration 18Q: 3 clusters Score -9653685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 75031 members 
Entering Unmasked Estep 
Score: -9653716.000000 Penalty: 5569.714355
	Iteration 19Q: 3 clusters Score -9653716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -9653724.000000 Penalty: 5569.714355
	Iteration 20F: 3 clusters Score -9653724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -9653728.000000 Penalty: 5569.714355
	Iteration 21Q: 3 clusters Score -9653728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -9653731.000000 Penalty: 5569.714355
	Iteration 22Q: 3 clusters Score -9653731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -9653730.000000 Penalty: 5569.714355
	Iteration 23Q: 3 clusters Score -9653730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -9653741.000000 Penalty: 5569.714355
	Iteration 24Q: 3 clusters Score -9653741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -9653747.000000 Penalty: 5569.714355
	Iteration 25Q: 3 clusters Score -9653747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -9653750.000000 Penalty: 5569.714355
	Iteration 26Q: 3 clusters Score -9653750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -9653750.000000 Penalty: 5569.714355
	Iteration 27F: 3 clusters Score -9653750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Entering Unmasked Estep 
Score: -307753.000000 Penalty: 1940.561768
	Iteration 0F: 2 clusters Score -307753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -304793.968750 Penalty: 3881.123535
	Iteration 0F: 3 clusters Score -304794 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -305376.656250 Penalty: 3881.123535
	Iteration 1F: 3 clusters Score -305376.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -305569.281250 Penalty: 3881.123535
	Iteration 2F: 3 clusters Score -305569.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -305675.343750 Penalty: 3881.123535
	Iteration 3F: 3 clusters Score -305675.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -305745.218750 Penalty: 3881.123535
	Iteration 4Q: 3 clusters Score -305745.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -305814.625000 Penalty: 3881.123535
	Iteration 5Q: 3 clusters Score -305814.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -305856.593750 Penalty: 3881.123535
	Iteration 6Q: 3 clusters Score -305856.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -305887.093750 Penalty: 3881.123535
	Iteration 7Q: 3 clusters Score -305887.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -305918.593750 Penalty: 3881.123535
	Iteration 8Q: 3 clusters Score -305918.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -305948.343750 Penalty: 3881.123535
	Iteration 9Q: 3 clusters Score -305948.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -305966.468750 Penalty: 3881.123535
	Iteration 10Q: 3 clusters Score -305966.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -305979.875000 Penalty: 3881.123535
	Iteration 11Q: 3 clusters Score -305979.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -305988.937500 Penalty: 3881.123535
	Iteration 12Q: 3 clusters Score -305988.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -305993.437500 Penalty: 3881.123535
	Iteration 13Q: 3 clusters Score -305993.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -305999.375000 Penalty: 3881.123535
	Iteration 14Q: 3 clusters Score -305999.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -306003.093750 Penalty: 3881.123535
	Iteration 15Q: 3 clusters Score -306003.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -306006.531250 Penalty: 3881.123535
	Iteration 16Q: 3 clusters Score -306006.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -306013.750000 Penalty: 3881.123535
	Iteration 17Q: 3 clusters Score -306013.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -306015.875000 Penalty: 3881.123535
	Iteration 18Q: 3 clusters Score -306015.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -306019.250000 Penalty: 3881.123535
	Iteration 19Q: 3 clusters Score -306019.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -306022.437500 Penalty: 3881.123535
	Iteration 20F: 3 clusters Score -306022.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -306029.250000 Penalty: 3881.123535
	Iteration 21Q: 3 clusters Score -306029.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -306035.468750 Penalty: 3881.123535
	Iteration 22Q: 3 clusters Score -306035.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -306038.187500 Penalty: 3881.123535
	Iteration 23Q: 3 clusters Score -306038.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -306042.250000 Penalty: 3881.123535
	Iteration 24Q: 3 clusters Score -306042.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -306045.406250 Penalty: 3881.123535
	Iteration 25Q: 3 clusters Score -306045.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -306047.656250 Penalty: 3881.123535
	Iteration 26Q: 3 clusters Score -306047.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -306049.000000 Penalty: 3881.123535
	Iteration 27Q: 3 clusters Score -306049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -306050.875000 Penalty: 3881.123535
	Iteration 28Q: 3 clusters Score -306050.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -306052.187500 Penalty: 3881.123535
	Iteration 29Q: 3 clusters Score -306052.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -306053.812500 Penalty: 3881.123535
	Iteration 30Q: 3 clusters Score -306053.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -306058.687500 Penalty: 3881.123535
	Iteration 31Q: 3 clusters Score -306058.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -306063.000000 Penalty: 3881.123535
	Iteration 32Q: 3 clusters Score -306063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -306065.156250 Penalty: 3881.123535
	Iteration 33Q: 3 clusters Score -306065.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -306066.312500 Penalty: 3881.123535
	Iteration 34Q: 3 clusters Score -306066.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -306070.250000 Penalty: 3881.123535
	Iteration 35Q: 3 clusters Score -306070.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -306072.312500 Penalty: 3881.123535
	Iteration 36Q: 3 clusters Score -306072.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -306073.750000 Penalty: 3881.123535
	Iteration 37Q: 3 clusters Score -306073.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -306075.625000 Penalty: 3881.123535
	Iteration 38Q: 3 clusters Score -306075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -306076.968750 Penalty: 3881.123535
	Iteration 39Q: 3 clusters Score -306077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -306079.625000 Penalty: 3881.123535
	Iteration 40F: 3 clusters Score -306079.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -306082.906250 Penalty: 3881.123535
	Iteration 41Q: 3 clusters Score -306082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -306083.875000 Penalty: 3881.123535
	Iteration 42Q: 3 clusters Score -306083.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -306084.531250 Penalty: 3881.123535
	Iteration 43Q: 3 clusters Score -306084.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -306084.531250 Penalty: 3881.123535
	Iteration 44F: 3 clusters Score -306084.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Entering Unmasked Estep 
Score: -1550036.875000 Penalty: 2346.333252
	Iteration 0F: 2 clusters Score -1550037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1540648.125000 Penalty: 4692.666504
	Iteration 0F: 3 clusters Score -1540648 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1543564.000000 Penalty: 4692.666504
	Iteration 1F: 3 clusters Score -1543564 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1543910.000000 Penalty: 4692.666504
	Iteration 2F: 3 clusters Score -1543910 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1544186.375000 Penalty: 4692.666504
	Iteration 3Q: 3 clusters Score -1544186 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1544425.750000 Penalty: 4692.666504
	Iteration 4Q: 3 clusters Score -1544426 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1544660.125000 Penalty: 4692.666504
	Iteration 5Q: 3 clusters Score -1544660 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1544914.750000 Penalty: 4692.666504
	Iteration 6Q: 3 clusters Score -1544915 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1545223.500000 Penalty: 4692.666504
	Iteration 7Q: 3 clusters Score -1545224 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1545576.000000 Penalty: 4692.666504
	Iteration 8Q: 3 clusters Score -1545576 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1545940.125000 Penalty: 4692.666504
	Iteration 9Q: 3 clusters Score -1545940 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1546250.000000 Penalty: 4692.666504
	Iteration 10Q: 3 clusters Score -1546250 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1546499.500000 Penalty: 4692.666504
	Iteration 11Q: 3 clusters Score -1546500 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1546703.250000 Penalty: 4692.666504
	Iteration 12Q: 3 clusters Score -1546703 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1546851.750000 Penalty: 4692.666504
	Iteration 13Q: 3 clusters Score -1546852 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1546979.125000 Penalty: 4692.666504
	Iteration 14Q: 3 clusters Score -1546979 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1547094.125000 Penalty: 4692.666504
	Iteration 15Q: 3 clusters Score -1547094 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1547170.375000 Penalty: 4692.666504
	Iteration 16Q: 3 clusters Score -1547170 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1547234.125000 Penalty: 4692.666504
	Iteration 17Q: 3 clusters Score -1547234 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1547293.625000 Penalty: 4692.666504
	Iteration 18Q: 3 clusters Score -1547294 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1547342.750000 Penalty: 4692.666504
	Iteration 19Q: 3 clusters Score -1547343 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1547390.125000 Penalty: 4692.666504
	Iteration 20F: 3 clusters Score -1547390 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1547428.500000 Penalty: 4692.666504
	Iteration 21Q: 3 clusters Score -1547428 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1547455.625000 Penalty: 4692.666504
	Iteration 22Q: 3 clusters Score -1547456 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1547489.750000 Penalty: 4692.666504
	Iteration 23Q: 3 clusters Score -1547490 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1547521.000000 Penalty: 4692.666504
	Iteration 24Q: 3 clusters Score -1547521 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1547537.375000 Penalty: 4692.666504
	Iteration 25Q: 3 clusters Score -1547537 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1547560.125000 Penalty: 4692.666504
	Iteration 26Q: 3 clusters Score -1547560 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1547591.375000 Penalty: 4692.666504
	Iteration 27Q: 3 clusters Score -1547591 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1547617.875000 Penalty: 4692.666504
	Iteration 28Q: 3 clusters Score -1547618 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1547654.875000 Penalty: 4692.666504
	Iteration 29Q: 3 clusters Score -1547655 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1547688.250000 Penalty: 4692.666504
	Iteration 30Q: 3 clusters Score -1547688 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1547729.000000 Penalty: 4692.666504
	Iteration 31Q: 3 clusters Score -1547729 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1547777.625000 Penalty: 4692.666504
	Iteration 32Q: 3 clusters Score -1547778 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1547816.625000 Penalty: 4692.666504
	Iteration 33Q: 3 clusters Score -1547817 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1547864.125000 Penalty: 4692.666504
	Iteration 34Q: 3 clusters Score -1547864 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1547905.250000 Penalty: 4692.666504
	Iteration 35Q: 3 clusters Score -1547905 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1547959.375000 Penalty: 4692.666504
	Iteration 36Q: 3 clusters Score -1547959 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1547996.375000 Penalty: 4692.666504
	Iteration 37Q: 3 clusters Score -1547996 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1548047.500000 Penalty: 4692.666504
	Iteration 38Q: 3 clusters Score -1548048 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1548107.375000 Penalty: 4692.666504
	Iteration 39Q: 3 clusters Score -1548107 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1548159.375000 Penalty: 4692.666504
	Iteration 40F: 3 clusters Score -1548159 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1548222.375000 Penalty: 4692.666504
	Iteration 41Q: 3 clusters Score -1548222 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1548265.625000 Penalty: 4692.666504
	Iteration 42Q: 3 clusters Score -1548266 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1548308.000000 Penalty: 4692.666504
	Iteration 43Q: 3 clusters Score -1548308 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1548339.250000 Penalty: 4692.666504
	Iteration 44Q: 3 clusters Score -1548339 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1548361.625000 Penalty: 4692.666504
	Iteration 45Q: 3 clusters Score -1548362 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1548382.500000 Penalty: 4692.666504
	Iteration 46Q: 3 clusters Score -1548382 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1548400.875000 Penalty: 4692.666504
	Iteration 47Q: 3 clusters Score -1548401 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1548414.875000 Penalty: 4692.666504
	Iteration 48Q: 3 clusters Score -1548415 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1548423.000000 Penalty: 4692.666504
	Iteration 49Q: 3 clusters Score -1548423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1548426.125000 Penalty: 4692.666504
	Iteration 50Q: 3 clusters Score -1548426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1548437.875000 Penalty: 4692.666504
	Iteration 51Q: 3 clusters Score -1548438 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1548446.000000 Penalty: 4692.666504
	Iteration 52Q: 3 clusters Score -1548446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1548459.875000 Penalty: 4692.666504
	Iteration 53Q: 3 clusters Score -1548460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1548465.250000 Penalty: 4692.666504
	Iteration 54Q: 3 clusters Score -1548465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1548469.125000 Penalty: 4692.666504
	Iteration 55Q: 3 clusters Score -1548469 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1548482.250000 Penalty: 4692.666504
	Iteration 56Q: 3 clusters Score -1548482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1548492.250000 Penalty: 4692.666504
	Iteration 57Q: 3 clusters Score -1548492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1548499.750000 Penalty: 4692.666504
	Iteration 58Q: 3 clusters Score -1548500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1548505.250000 Penalty: 4692.666504
	Iteration 59Q: 3 clusters Score -1548505 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1548511.625000 Penalty: 4692.666504
	Iteration 60F: 3 clusters Score -1548512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1548515.000000 Penalty: 4692.666504
	Iteration 61Q: 3 clusters Score -1548515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1548519.125000 Penalty: 4692.666504
	Iteration 62Q: 3 clusters Score -1548519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1548523.375000 Penalty: 4692.666504
	Iteration 63Q: 3 clusters Score -1548523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1548527.500000 Penalty: 4692.666504
	Iteration 64Q: 3 clusters Score -1548528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1548526.875000 Penalty: 4692.666504
	Iteration 65Q: 3 clusters Score -1548527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1548529.125000 Penalty: 4692.666504
	Iteration 66Q: 3 clusters Score -1548529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1548534.375000 Penalty: 4692.666504
	Iteration 67Q: 3 clusters Score -1548534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1548532.750000 Penalty: 4692.666504
	Iteration 68Q: 3 clusters Score -1548533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1548537.000000 Penalty: 4692.666504
	Iteration 69Q: 3 clusters Score -1548537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1548538.875000 Penalty: 4692.666504
	Iteration 70Q: 3 clusters Score -1548539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1548543.375000 Penalty: 4692.666504
	Iteration 71Q: 3 clusters Score -1548543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1548539.500000 Penalty: 4692.666504
	Iteration 72Q: 3 clusters Score -1548540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1548540.750000 Penalty: 4692.666504
	Iteration 73Q: 3 clusters Score -1548541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1548543.250000 Penalty: 4692.666504
	Iteration 74Q: 3 clusters Score -1548543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1548544.125000 Penalty: 4692.666504
	Iteration 75Q: 3 clusters Score -1548544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1548546.125000 Penalty: 4692.666504
	Iteration 76Q: 3 clusters Score -1548546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1548549.875000 Penalty: 4692.666504
	Iteration 77Q: 3 clusters Score -1548550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1548551.875000 Penalty: 4692.666504
	Iteration 78Q: 3 clusters Score -1548552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1548555.750000 Penalty: 4692.666504
	Iteration 79Q: 3 clusters Score -1548556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1548557.250000 Penalty: 4692.666504
	Iteration 80F: 3 clusters Score -1548557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1548556.250000 Penalty: 4692.666504
	Iteration 81Q: 3 clusters Score -1548556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1548560.375000 Penalty: 4692.666504
	Iteration 82Q: 3 clusters Score -1548560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1548561.125000 Penalty: 4692.666504
	Iteration 83Q: 3 clusters Score -1548561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1548572 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1548572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1548574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1548581 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1548582 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1548584 nChanged 15
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Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1548586 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1548588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1548587 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1548594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1548598 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1548601 nChanged 19
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Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1548604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1548606 nChanged 22
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Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1548608 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1548613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1548615 nChanged 12
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Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1548618 nChanged 14
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Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1548617 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1548622 nChanged 21
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Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1548626 nChanged 20
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Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1548632 nChanged 21
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Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1548637 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1548636 nChanged 12
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Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1548635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1548637 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1548641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1548646 nChanged 17
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Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1548646 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1548648 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1548649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1548651 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1548650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1548652 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1548656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1548661 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1548660 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1548666 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1548669 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1548674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1548674 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1548678 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1548683 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1548686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1548682 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1548688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1548692 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1548694 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1548701 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1548702 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9036 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1548704 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1548710 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1548709 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1548716 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1548716 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1548721 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1548725 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1548730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1548733 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1548734 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1548746 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1548757 nChanged 29
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Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1548760 nChanged 40
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Mstep: Class 1 contains 9325 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1548772 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1548783 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1548785 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1548791 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1548798 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1548808 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1548816 nChanged 30
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Mstep: Class 1 contains 9545 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1548824 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1548831 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1548840 nChanged 27
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Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1548850 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1548854 nChanged 24
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Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1548860 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1548863 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1548863 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1548873 nChanged 23
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Mstep: Class 1 contains 9776 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1548883 nChanged 20
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Mstep: Class 1 contains 9796 members 
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	Iteration 165Q: 3 clusters Score -1548889 nChanged 15
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Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1548893 nChanged 11
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Mstep: Class 1 contains 9822 members 
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	Iteration 167Q: 3 clusters Score -1548891 nChanged 13
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Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1548896 nChanged 13
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Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 3001 members 
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	Iteration 169Q: 3 clusters Score -1548898 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1548901 nChanged 15
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Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1548906 nChanged 15
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Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1548908 nChanged 14
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Mstep: Class 1 contains 9910 members 
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	Iteration 173Q: 3 clusters Score -1548910 nChanged 14
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Mstep: Class 1 contains 9924 members 
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Entering Unmasked Estep 
Score: -1548912.750000 Penalty: 4692.666504
	Iteration 174Q: 3 clusters Score -1548913 nChanged 8
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Mstep: Class 1 contains 9932 members 
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	Iteration 175Q: 3 clusters Score -1548914 nChanged 6
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Mstep: Class 1 contains 9938 members 
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	Iteration 176Q: 3 clusters Score -1548916 nChanged 2
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	Iteration 177Q: 3 clusters Score -1548914 nChanged 1
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Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1548913.375000 Penalty: 4692.666504
	Iteration 178Q: 3 clusters Score -1548913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1548913.375000 Penalty: 4692.666504
	Iteration 179F: 3 clusters Score -1548913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Entering Unmasked Estep 
Score: -1796192.375000 Penalty: 2372.033691
	Iteration 0F: 2 clusters Score -1796192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1785802.250000 Penalty: 4744.067383
	Iteration 0F: 3 clusters Score -1785802 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1789204.000000 Penalty: 4744.067383
	Iteration 1F: 3 clusters Score -1789204 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1789605.750000 Penalty: 4744.067383
	Iteration 2F: 3 clusters Score -1789606 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1789933.875000 Penalty: 4744.067383
	Iteration 3Q: 3 clusters Score -1789934 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1790245.000000 Penalty: 4744.067383
	Iteration 4Q: 3 clusters Score -1790245 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1790502.875000 Penalty: 4744.067383
	Iteration 5Q: 3 clusters Score -1790503 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1790770.625000 Penalty: 4744.067383
	Iteration 6Q: 3 clusters Score -1790771 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1791054.125000 Penalty: 4744.067383
	Iteration 7Q: 3 clusters Score -1791054 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1791401.875000 Penalty: 4744.067383
	Iteration 8Q: 3 clusters Score -1791402 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1791809.250000 Penalty: 4744.067383
	Iteration 9Q: 3 clusters Score -1791809 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1792311.000000 Penalty: 4744.067383
	Iteration 10Q: 3 clusters Score -1792311 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1792902.875000 Penalty: 4744.067383
	Iteration 11F: 3 clusters Score -1792903 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1793517.500000 Penalty: 4744.067383
	Iteration 12Q: 3 clusters Score -1793518 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1794122.875000 Penalty: 4744.067383
	Iteration 13Q: 3 clusters Score -1794123 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1794621.875000 Penalty: 4744.067383
	Iteration 14Q: 3 clusters Score -1794622 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1794933.375000 Penalty: 4744.067383
	Iteration 15Q: 3 clusters Score -1794933 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1795078.625000 Penalty: 4744.067383
	Iteration 16Q: 3 clusters Score -1795079 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1795173.375000 Penalty: 4744.067383
	Iteration 17Q: 3 clusters Score -1795173 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1795220.125000 Penalty: 4744.067383
	Iteration 18Q: 3 clusters Score -1795220 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1795252.375000 Penalty: 4744.067383
	Iteration 19Q: 3 clusters Score -1795252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1795269.625000 Penalty: 4744.067383
	Iteration 20F: 3 clusters Score -1795270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1795286.625000 Penalty: 4744.067383
	Iteration 21Q: 3 clusters Score -1795287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1795289.875000 Penalty: 4744.067383
	Iteration 22Q: 3 clusters Score -1795290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1795298.500000 Penalty: 4744.067383
	Iteration 23Q: 3 clusters Score -1795298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1795304.375000 Penalty: 4744.067383
	Iteration 24Q: 3 clusters Score -1795304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1795308.000000 Penalty: 4744.067383
	Iteration 25Q: 3 clusters Score -1795308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1795306.375000 Penalty: 4744.067383
	Iteration 26Q: 3 clusters Score -1795306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1795307.000000 Penalty: 4744.067383
	Iteration 27Q: 3 clusters Score -1795307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1795312.000000 Penalty: 4744.067383
	Iteration 28Q: 3 clusters Score -1795312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1795310.500000 Penalty: 4744.067383
	Iteration 29Q: 3 clusters Score -1795310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1795313.125000 Penalty: 4744.067383
	Iteration 30Q: 3 clusters Score -1795313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1795313.500000 Penalty: 4744.067383
	Iteration 31Q: 3 clusters Score -1795314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1795314.125000 Penalty: 4744.067383
	Iteration 32Q: 3 clusters Score -1795314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1795315.250000 Penalty: 4744.067383
	Iteration 33Q: 3 clusters Score -1795315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1795313.875000 Penalty: 4744.067383
	Iteration 34Q: 3 clusters Score -1795314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1795315.750000 Penalty: 4744.067383
	Iteration 35Q: 3 clusters Score -1795316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1795316.875000 Penalty: 4744.067383
	Iteration 36Q: 3 clusters Score -1795317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1795323.750000 Penalty: 4744.067383
	Iteration 37Q: 3 clusters Score -1795324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1795324.125000 Penalty: 4744.067383
	Iteration 38Q: 3 clusters Score -1795324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1795325.375000 Penalty: 4744.067383
	Iteration 39Q: 3 clusters Score -1795325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1795326.250000 Penalty: 4744.067383
	Iteration 40F: 3 clusters Score -1795326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1795324.625000 Penalty: 4744.067383
	Iteration 41Q: 3 clusters Score -1795325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1795322.750000 Penalty: 4744.067383
	Iteration 42Q: 3 clusters Score -1795323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1795322.500000 Penalty: 4744.067383
	Iteration 43Q: 3 clusters Score -1795322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1795323.000000 Penalty: 4744.067383
	Iteration 44Q: 3 clusters Score -1795323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1795325.000000 Penalty: 4744.067383
	Iteration 45Q: 3 clusters Score -1795325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1795325.500000 Penalty: 4744.067383
	Iteration 46Q: 3 clusters Score -1795326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1795326.000000 Penalty: 4744.067383
	Iteration 47Q: 3 clusters Score -1795326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1795326.000000 Penalty: 4744.067383
	Iteration 48F: 3 clusters Score -1795326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Entering Unmasked Estep 
Score: -451822.375000 Penalty: 2048.602295
	Iteration 0F: 2 clusters Score -451822.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -448049.656250 Penalty: 4097.204590
	Iteration 0F: 3 clusters Score -448049.7 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -449134.937500 Penalty: 4097.204590
	Iteration 1F: 3 clusters Score -449134.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -449705.093750 Penalty: 4097.204590
	Iteration 2F: 3 clusters Score -449705.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -450268.062500 Penalty: 4097.204590
	Iteration 3F: 3 clusters Score -450268.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -450752.375000 Penalty: 4097.204590
	Iteration 4F: 3 clusters Score -450752.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -451050.781250 Penalty: 4097.204590
	Iteration 5F: 3 clusters Score -451050.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -451244.250000 Penalty: 4097.204590
	Iteration 6Q: 3 clusters Score -451244.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -451405.000000 Penalty: 4097.204590
	Iteration 7Q: 3 clusters Score -451405 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -451523.937500 Penalty: 4097.204590
	Iteration 8Q: 3 clusters Score -451523.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -451614.968750 Penalty: 4097.204590
	Iteration 9Q: 3 clusters Score -451615 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -451667.593750 Penalty: 4097.204590
	Iteration 10Q: 3 clusters Score -451667.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -451689.281250 Penalty: 4097.204590
	Iteration 11Q: 3 clusters Score -451689.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -451701.468750 Penalty: 4097.204590
	Iteration 12Q: 3 clusters Score -451701.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -451710.968750 Penalty: 4097.204590
	Iteration 13Q: 3 clusters Score -451711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -451715.343750 Penalty: 4097.204590
	Iteration 14Q: 3 clusters Score -451715.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -451723.937500 Penalty: 4097.204590
	Iteration 15Q: 3 clusters Score -451723.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -451733.500000 Penalty: 4097.204590
	Iteration 16Q: 3 clusters Score -451733.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -451750.812500 Penalty: 4097.204590
	Iteration 17Q: 3 clusters Score -451750.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -451766.531250 Penalty: 4097.204590
	Iteration 18Q: 3 clusters Score -451766.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -451781.406250 Penalty: 4097.204590
	Iteration 19Q: 3 clusters Score -451781.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -451803.531250 Penalty: 4097.204590
	Iteration 20F: 3 clusters Score -451803.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -451809.093750 Penalty: 4097.204590
	Iteration 21Q: 3 clusters Score -451809.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -451811.656250 Penalty: 4097.204590
	Iteration 22Q: 3 clusters Score -451811.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -451815.250000 Penalty: 4097.204590
	Iteration 23Q: 3 clusters Score -451815.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -451819.500000 Penalty: 4097.204590
	Iteration 24Q: 3 clusters Score -451819.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -451819.500000 Penalty: 4097.204590
	Iteration 25F: 3 clusters Score -451819.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Entering Unmasked Estep 
Score: -2516103.000000 Penalty: 2465.684326
	Iteration 0F: 2 clusters Score -2516103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2501430.000000 Penalty: 4931.368652
	Iteration 0F: 3 clusters Score -2501430 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2506336.750000 Penalty: 4931.368652
	Iteration 1F: 3 clusters Score -2506337 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2506869.750000 Penalty: 4931.368652
	Iteration 2F: 3 clusters Score -2506870 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2507349.500000 Penalty: 4931.368652
	Iteration 3F: 3 clusters Score -2507350 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2507794.750000 Penalty: 4931.368652
	Iteration 4Q: 3 clusters Score -2507795 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2508296.250000 Penalty: 4931.368652
	Iteration 5Q: 3 clusters Score -2508296 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2508787.250000 Penalty: 4931.368652
	Iteration 6Q: 3 clusters Score -2508787 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2509267.250000 Penalty: 4931.368652
	Iteration 7Q: 3 clusters Score -2509267 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2509710.000000 Penalty: 4931.368652
	Iteration 8Q: 3 clusters Score -2509710 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2510112.750000 Penalty: 4931.368652
	Iteration 9Q: 3 clusters Score -2510113 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2510516.250000 Penalty: 4931.368652
	Iteration 10Q: 3 clusters Score -2510516 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2510967.250000 Penalty: 4931.368652
	Iteration 11Q: 3 clusters Score -2510967 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2511376.250000 Penalty: 4931.368652
	Iteration 12Q: 3 clusters Score -2511376 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2511798.250000 Penalty: 4931.368652
	Iteration 13Q: 3 clusters Score -2511798 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2512093.250000 Penalty: 4931.368652
	Iteration 14Q: 3 clusters Score -2512093 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2512326.500000 Penalty: 4931.368652
	Iteration 15Q: 3 clusters Score -2512326 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2512479.250000 Penalty: 4931.368652
	Iteration 16Q: 3 clusters Score -2512479 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2512591.500000 Penalty: 4931.368652
	Iteration 17Q: 3 clusters Score -2512592 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2512692.750000 Penalty: 4931.368652
	Iteration 18Q: 3 clusters Score -2512693 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2512806.500000 Penalty: 4931.368652
	Iteration 19Q: 3 clusters Score -2512806 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2512904.750000 Penalty: 4931.368652
	Iteration 20F: 3 clusters Score -2512905 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2512991.500000 Penalty: 4931.368652
	Iteration 21Q: 3 clusters Score -2512992 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2513069.000000 Penalty: 4931.368652
	Iteration 22Q: 3 clusters Score -2513069 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2513156.000000 Penalty: 4931.368652
	Iteration 23Q: 3 clusters Score -2513156 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2513229.750000 Penalty: 4931.368652
	Iteration 24Q: 3 clusters Score -2513230 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2513304.500000 Penalty: 4931.368652
	Iteration 25Q: 3 clusters Score -2513304 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2513376.750000 Penalty: 4931.368652
	Iteration 26Q: 3 clusters Score -2513377 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2513473.750000 Penalty: 4931.368652
	Iteration 27Q: 3 clusters Score -2513474 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2513574.750000 Penalty: 4931.368652
	Iteration 28Q: 3 clusters Score -2513575 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2513663.750000 Penalty: 4931.368652
	Iteration 29Q: 3 clusters Score -2513664 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2513763.750000 Penalty: 4931.368652
	Iteration 30Q: 3 clusters Score -2513764 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2513864.750000 Penalty: 4931.368652
	Iteration 31Q: 3 clusters Score -2513865 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2513970.750000 Penalty: 4931.368652
	Iteration 32Q: 3 clusters Score -2513971 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2514075.250000 Penalty: 4931.368652
	Iteration 33Q: 3 clusters Score -2514075 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2514181.500000 Penalty: 4931.368652
	Iteration 34Q: 3 clusters Score -2514182 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2514299.500000 Penalty: 4931.368652
	Iteration 35Q: 3 clusters Score -2514300 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2514410.500000 Penalty: 4931.368652
	Iteration 36Q: 3 clusters Score -2514410 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2514497.000000 Penalty: 4931.368652
	Iteration 37Q: 3 clusters Score -2514497 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2514576.750000 Penalty: 4931.368652
	Iteration 38Q: 3 clusters Score -2514577 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2514626.750000 Penalty: 4931.368652
	Iteration 39Q: 3 clusters Score -2514627 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2514676.750000 Penalty: 4931.368652
	Iteration 40F: 3 clusters Score -2514677 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2514706.750000 Penalty: 4931.368652
	Iteration 41Q: 3 clusters Score -2514707 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2514742.000000 Penalty: 4931.368652
	Iteration 42Q: 3 clusters Score -2514742 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2514765.250000 Penalty: 4931.368652
	Iteration 43Q: 3 clusters Score -2514765 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2514785.250000 Penalty: 4931.368652
	Iteration 44Q: 3 clusters Score -2514785 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2514801.750000 Penalty: 4931.368652
	Iteration 45Q: 3 clusters Score -2514802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2514812.500000 Penalty: 4931.368652
	Iteration 46Q: 3 clusters Score -2514812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2514817.000000 Penalty: 4931.368652
	Iteration 47Q: 3 clusters Score -2514817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2514826.000000 Penalty: 4931.368652
	Iteration 48Q: 3 clusters Score -2514826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2514831.500000 Penalty: 4931.368652
	Iteration 49Q: 3 clusters Score -2514832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2514832.500000 Penalty: 4931.368652
	Iteration 50Q: 3 clusters Score -2514832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2514832.500000 Penalty: 4931.368652
	Iteration 51Q: 3 clusters Score -2514832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2514842.250000 Penalty: 4931.368652
	Iteration 52Q: 3 clusters Score -2514842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2514839.750000 Penalty: 4931.368652
	Iteration 53Q: 3 clusters Score -2514840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2514840.000000 Penalty: 4931.368652
	Iteration 54Q: 3 clusters Score -2514840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2514843.250000 Penalty: 4931.368652
	Iteration 55Q: 3 clusters Score -2514843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2514843.500000 Penalty: 4931.368652
	Iteration 56Q: 3 clusters Score -2514844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2514845.500000 Penalty: 4931.368652
	Iteration 57Q: 3 clusters Score -2514846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2514847.500000 Penalty: 4931.368652
	Iteration 58Q: 3 clusters Score -2514848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2514847.000000 Penalty: 4931.368652
	Iteration 59Q: 3 clusters Score -2514847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2514847.250000 Penalty: 4931.368652
	Iteration 60F: 3 clusters Score -2514847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2514851.250000 Penalty: 4931.368652
	Iteration 61Q: 3 clusters Score -2514851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2514853.500000 Penalty: 4931.368652
	Iteration 62Q: 3 clusters Score -2514854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2514851.500000 Penalty: 4931.368652
	Iteration 63Q: 3 clusters Score -2514852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2514851.750000 Penalty: 4931.368652
	Iteration 64Q: 3 clusters Score -2514852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2514850.500000 Penalty: 4931.368652
	Iteration 65Q: 3 clusters Score -2514850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2514853.250000 Penalty: 4931.368652
	Iteration 66Q: 3 clusters Score -2514853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2514850.000000 Penalty: 4931.368652
	Iteration 67Q: 3 clusters Score -2514850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2514848.250000 Penalty: 4931.368652
	Iteration 68Q: 3 clusters Score -2514848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2514850.750000 Penalty: 4931.368652
	Iteration 69Q: 3 clusters Score -2514851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2514850.250000 Penalty: 4931.368652
	Iteration 70Q: 3 clusters Score -2514850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2514850.250000 Penalty: 4931.368652
	Iteration 71F: 3 clusters Score -2514850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Entering Unmasked Estep 
Score: -907184.250000 Penalty: 2235.733643
	Iteration 0F: 2 clusters Score -907184.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -900655.437500 Penalty: 4471.467285
	Iteration 0F: 3 clusters Score -900655.4 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -902967.875000 Penalty: 4471.467285
	Iteration 1F: 3 clusters Score -902967.9 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -903746.687500 Penalty: 4471.467285
	Iteration 2F: 3 clusters Score -903746.7 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -904284.562500 Penalty: 4471.467285
	Iteration 3F: 3 clusters Score -904284.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -904823.062500 Penalty: 4471.467285
	Iteration 4F: 3 clusters Score -904823.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -905301.250000 Penalty: 4471.467285
	Iteration 5F: 3 clusters Score -905301.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -905612.062500 Penalty: 4471.467285
	Iteration 6F: 3 clusters Score -905612.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -905805.250000 Penalty: 4471.467285
	Iteration 7Q: 3 clusters Score -905805.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -905965.625000 Penalty: 4471.467285
	Iteration 8Q: 3 clusters Score -905965.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -906120.812500 Penalty: 4471.467285
	Iteration 9Q: 3 clusters Score -906120.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -906248.625000 Penalty: 4471.467285
	Iteration 10Q: 3 clusters Score -906248.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -906345.437500 Penalty: 4471.467285
	Iteration 11Q: 3 clusters Score -906345.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -906456.812500 Penalty: 4471.467285
	Iteration 12Q: 3 clusters Score -906456.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -906547.312500 Penalty: 4471.467285
	Iteration 13Q: 3 clusters Score -906547.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -906627.625000 Penalty: 4471.467285
	Iteration 14Q: 3 clusters Score -906627.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -906677.250000 Penalty: 4471.467285
	Iteration 15Q: 3 clusters Score -906677.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -906708.125000 Penalty: 4471.467285
	Iteration 16Q: 3 clusters Score -906708.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -906721.937500 Penalty: 4471.467285
	Iteration 17Q: 3 clusters Score -906721.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -906736.750000 Penalty: 4471.467285
	Iteration 18Q: 3 clusters Score -906736.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -906744.687500 Penalty: 4471.467285
	Iteration 19Q: 3 clusters Score -906744.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -906752.937500 Penalty: 4471.467285
	Iteration 20F: 3 clusters Score -906752.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -906762.500000 Penalty: 4471.467285
	Iteration 21Q: 3 clusters Score -906762.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -906769.937500 Penalty: 4471.467285
	Iteration 22Q: 3 clusters Score -906769.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -906774.937500 Penalty: 4471.467285
	Iteration 23Q: 3 clusters Score -906774.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -906786.000000 Penalty: 4471.467285
	Iteration 24Q: 3 clusters Score -906786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -906794.562500 Penalty: 4471.467285
	Iteration 25Q: 3 clusters Score -906794.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -906804.687500 Penalty: 4471.467285
	Iteration 26Q: 3 clusters Score -906804.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -906808.187500 Penalty: 4471.467285
	Iteration 27Q: 3 clusters Score -906808.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -906812.062500 Penalty: 4471.467285
	Iteration 28Q: 3 clusters Score -906812.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -906814.875000 Penalty: 4471.467285
	Iteration 29Q: 3 clusters Score -906814.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -906819.250000 Penalty: 4471.467285
	Iteration 30Q: 3 clusters Score -906819.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -906821.937500 Penalty: 4471.467285
	Iteration 31Q: 3 clusters Score -906821.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -906824.687500 Penalty: 4471.467285
	Iteration 32Q: 3 clusters Score -906824.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -906827.187500 Penalty: 4471.467285
	Iteration 33Q: 3 clusters Score -906827.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -906827.812500 Penalty: 4471.467285
	Iteration 34Q: 3 clusters Score -906827.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -906830.000000 Penalty: 4471.467285
	Iteration 35Q: 3 clusters Score -906830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -906831.625000 Penalty: 4471.467285
	Iteration 36Q: 3 clusters Score -906831.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -906831.187500 Penalty: 4471.467285
	Iteration 37Q: 3 clusters Score -906831.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -906831.125000 Penalty: 4471.467285
	Iteration 38Q: 3 clusters Score -906831.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -906834.750000 Penalty: 4471.467285
	Iteration 39Q: 3 clusters Score -906834.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -906836.812500 Penalty: 4471.467285
	Iteration 40F: 3 clusters Score -906836.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -906839.125000 Penalty: 4471.467285
	Iteration 41Q: 3 clusters Score -906839.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -906843.937500 Penalty: 4471.467285
	Iteration 42Q: 3 clusters Score -906843.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -906846.500000 Penalty: 4471.467285
	Iteration 43Q: 3 clusters Score -906846.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -906845.750000 Penalty: 4471.467285
	Iteration 44Q: 3 clusters Score -906845.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -906848.437500 Penalty: 4471.467285
	Iteration 45Q: 3 clusters Score -906848.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -906847.937500 Penalty: 4471.467285
	Iteration 46Q: 3 clusters Score -906847.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -906852.375000 Penalty: 4471.467285
	Iteration 47Q: 3 clusters Score -906852.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -906853.500000 Penalty: 4471.467285
	Iteration 48Q: 3 clusters Score -906853.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -906854.687500 Penalty: 4471.467285
	Iteration 49Q: 3 clusters Score -906854.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -906856.937500 Penalty: 4471.467285
	Iteration 50Q: 3 clusters Score -906856.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -906855.250000 Penalty: 4471.467285
	Iteration 51Q: 3 clusters Score -906855.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -906856.500000 Penalty: 4471.467285
	Iteration 52Q: 3 clusters Score -906856.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -906859.125000 Penalty: 4471.467285
	Iteration 53Q: 3 clusters Score -906859.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -906859.250000 Penalty: 4471.467285
	Iteration 54Q: 3 clusters Score -906859.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -906861.000000 Penalty: 4471.467285
	Iteration 55Q: 3 clusters Score -906861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -906859.812500 Penalty: 4471.467285
	Iteration 56Q: 3 clusters Score -906859.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -906859.625000 Penalty: 4471.467285
	Iteration 57Q: 3 clusters Score -906859.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -906863.437500 Penalty: 4471.467285
	Iteration 58Q: 3 clusters Score -906863.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -906867.062500 Penalty: 4471.467285
	Iteration 59Q: 3 clusters Score -906867.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -906868.500000 Penalty: 4471.467285
	Iteration 60F: 3 clusters Score -906868.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -906871.750000 Penalty: 4471.467285
	Iteration 61Q: 3 clusters Score -906871.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -906875.500000 Penalty: 4471.467285
	Iteration 62Q: 3 clusters Score -906875.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -906880.250000 Penalty: 4471.467285
	Iteration 63Q: 3 clusters Score -906880.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -906881.187500 Penalty: 4471.467285
	Iteration 64Q: 3 clusters Score -906881.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -906882.562500 Penalty: 4471.467285
	Iteration 65Q: 3 clusters Score -906882.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -906884.812500 Penalty: 4471.467285
	Iteration 66Q: 3 clusters Score -906884.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -906888.250000 Penalty: 4471.467285
	Iteration 67Q: 3 clusters Score -906888.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -906890.187500 Penalty: 4471.467285
	Iteration 68Q: 3 clusters Score -906890.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -906892.750000 Penalty: 4471.467285
	Iteration 69Q: 3 clusters Score -906892.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -906893.062500 Penalty: 4471.467285
	Iteration 70Q: 3 clusters Score -906893.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -906894.187500 Penalty: 4471.467285
	Iteration 71Q: 3 clusters Score -906894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -906897.625000 Penalty: 4471.467285
	Iteration 72Q: 3 clusters Score -906897.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -906896.500000 Penalty: 4471.467285
	Iteration 73Q: 3 clusters Score -906896.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -906898.812500 Penalty: 4471.467285
	Iteration 74Q: 3 clusters Score -906898.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -906898.562500 Penalty: 4471.467285
	Iteration 75Q: 3 clusters Score -906898.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -906898.750000 Penalty: 4471.467285
	Iteration 76Q: 3 clusters Score -906898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -906899.437500 Penalty: 4471.467285
	Iteration 77Q: 3 clusters Score -906899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -906900.125000 Penalty: 4471.467285
	Iteration 78Q: 3 clusters Score -906900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -906899.437500 Penalty: 4471.467285
	Iteration 79Q: 3 clusters Score -906899.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -906899.437500 Penalty: 4471.467285
	Iteration 80F: 3 clusters Score -906899.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Entering Unmasked Estep 
Score: -454237.843750 Penalty: 2026.626709
	Iteration 0F: 2 clusters Score -454237.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -450727.968750 Penalty: 4053.253418
	Iteration 0F: 3 clusters Score -450728 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -451580.343750 Penalty: 4053.253418
	Iteration 1F: 3 clusters Score -451580.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -451799.031250 Penalty: 4053.253418
	Iteration 2F: 3 clusters Score -451799 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -452006.750000 Penalty: 4053.253418
	Iteration 3F: 3 clusters Score -452006.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -452313.843750 Penalty: 4053.253418
	Iteration 4F: 3 clusters Score -452313.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -452984.156250 Penalty: 4053.253418
	Iteration 5F: 3 clusters Score -452984.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -454227.000000 Penalty: 4053.253418
	Iteration 6F: 3 clusters Score -454227 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -455266.531250 Penalty: 4053.253418
	Iteration 7F: 3 clusters Score -455266.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -455695.625000 Penalty: 4053.253418
	Iteration 8F: 3 clusters Score -455695.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -455786.468750 Penalty: 4053.253418
	Iteration 9Q: 3 clusters Score -455786.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -455821.468750 Penalty: 4053.253418
	Iteration 10Q: 3 clusters Score -455821.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -455827.250000 Penalty: 4053.253418
	Iteration 11Q: 3 clusters Score -455827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -455829.531250 Penalty: 4053.253418
	Iteration 12Q: 3 clusters Score -455829.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -455829.531250 Penalty: 4053.253418
	Iteration 13F: 3 clusters Score -455829.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 75302 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 12849 members 
Mstep: Class 5 contains 14252 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 7 contains 20791 members 
Mstep: Class 8 contains 8226 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 12922 members 
Mstep: Class 11 contains 168438 members 
Mstep: Class 12 contains 18724 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 55825 members 
Mstep: Class 15 contains 15134 members 
Mstep: Class 16 contains 98223 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 19028 members 
Mstep: Class 19 contains 58725 members 
Mstep: Class 20 contains 24115 members 
Mstep: Class 21 contains 67845 members 
Mstep: Class 22 contains 28054 members 
Mstep: Class 23 contains 17411 members 
Mstep: Class 24 contains 11049 members 
Mstep: Class 25 contains 26219 members 
Mstep: Class 26 contains 8757 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 19614 members 
Mstep: Class 29 contains 155221 members 
Mstep: Class 30 contains 25345 members 
Mstep: Class 31 contains 3730 members 
Mstep: Class 32 contains 180086 members 
Mstep: Class 33 contains 48223 members 
Mstep: Class 34 contains 354 members 
Mstep: Class 35 contains 803 members 
Entering Unmasked Estep 
Score: -150934240.000000 Penalty: 121596.867188
Splitting cluster 9 changes total score from -150928816.000000 to -150934240.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 10 (12922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Entering Unmasked Estep 
Score: -1639009.500000 Penalty: 2347.738281
	Iteration 0F: 2 clusters Score -1639010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1629527.750000 Penalty: 4695.476562
	Iteration 0F: 3 clusters Score -1629528 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1632462.625000 Penalty: 4695.476562
	Iteration 1F: 3 clusters Score -1632463 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1632842.875000 Penalty: 4695.476562
	Iteration 2F: 3 clusters Score -1632843 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1633130.125000 Penalty: 4695.476562
	Iteration 3Q: 3 clusters Score -1633130 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1633397.500000 Penalty: 4695.476562
	Iteration 4Q: 3 clusters Score -1633398 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1633687.625000 Penalty: 4695.476562
	Iteration 5Q: 3 clusters Score -1633688 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1634014.500000 Penalty: 4695.476562
	Iteration 6Q: 3 clusters Score -1634014 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1634389.750000 Penalty: 4695.476562
	Iteration 7Q: 3 clusters Score -1634390 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1634757.500000 Penalty: 4695.476562
	Iteration 8Q: 3 clusters Score -1634758 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1635104.750000 Penalty: 4695.476562
	Iteration 9Q: 3 clusters Score -1635105 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1635430.375000 Penalty: 4695.476562
	Iteration 10Q: 3 clusters Score -1635430 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1635705.125000 Penalty: 4695.476562
	Iteration 11Q: 3 clusters Score -1635705 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1635918.000000 Penalty: 4695.476562
	Iteration 12Q: 3 clusters Score -1635918 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1636103.875000 Penalty: 4695.476562
	Iteration 13Q: 3 clusters Score -1636104 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1636262.375000 Penalty: 4695.476562
	Iteration 14Q: 3 clusters Score -1636262 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1636408.625000 Penalty: 4695.476562
	Iteration 15Q: 3 clusters Score -1636409 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1636526.000000 Penalty: 4695.476562
	Iteration 16Q: 3 clusters Score -1636526 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1636616.250000 Penalty: 4695.476562
	Iteration 17Q: 3 clusters Score -1636616 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1636693.375000 Penalty: 4695.476562
	Iteration 18Q: 3 clusters Score -1636693 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1636755.250000 Penalty: 4695.476562
	Iteration 19Q: 3 clusters Score -1636755 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1636812.125000 Penalty: 4695.476562
	Iteration 20F: 3 clusters Score -1636812 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1636870.875000 Penalty: 4695.476562
	Iteration 21Q: 3 clusters Score -1636871 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1636912.250000 Penalty: 4695.476562
	Iteration 22Q: 3 clusters Score -1636912 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1636953.250000 Penalty: 4695.476562
	Iteration 23Q: 3 clusters Score -1636953 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1636993.125000 Penalty: 4695.476562
	Iteration 24Q: 3 clusters Score -1636993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1637018.875000 Penalty: 4695.476562
	Iteration 25Q: 3 clusters Score -1637019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1637031.250000 Penalty: 4695.476562
	Iteration 26Q: 3 clusters Score -1637031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1637040.750000 Penalty: 4695.476562
	Iteration 27Q: 3 clusters Score -1637041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1637052.000000 Penalty: 4695.476562
	Iteration 28Q: 3 clusters Score -1637052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1637064.250000 Penalty: 4695.476562
	Iteration 29Q: 3 clusters Score -1637064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1637075.500000 Penalty: 4695.476562
	Iteration 30Q: 3 clusters Score -1637076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1637084.375000 Penalty: 4695.476562
	Iteration 31Q: 3 clusters Score -1637084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1637092.250000 Penalty: 4695.476562
	Iteration 32Q: 3 clusters Score -1637092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1637098.625000 Penalty: 4695.476562
	Iteration 33Q: 3 clusters Score -1637099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1637099.625000 Penalty: 4695.476562
	Iteration 34Q: 3 clusters Score -1637100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1637102.375000 Penalty: 4695.476562
	Iteration 35Q: 3 clusters Score -1637102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1637102.375000 Penalty: 4695.476562
	Iteration 36F: 3 clusters Score -1637102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (168438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168438 members 
Entering Unmasked Estep 
Score: -21817336.000000 Penalty: 2984.511963
	Iteration 0F: 2 clusters Score -2.181734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84210 members 
Mstep: Class 2 contains 84228 members 
Entering Unmasked Estep 
Score: -21709394.000000 Penalty: 5969.023926
	Iteration 0F: 3 clusters Score -2.170939e+07 nChanged 80625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 85857 members 
Entering Unmasked Estep 
Score: -21756162.000000 Penalty: 5969.023926
	Iteration 1F: 3 clusters Score -2.175616e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 87067 members 
Entering Unmasked Estep 
Score: -21757214.000000 Penalty: 5969.023926
	Iteration 2Q: 3 clusters Score -2.175721e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79417 members 
Mstep: Class 2 contains 89021 members 
Entering Unmasked Estep 
Score: -21758758.000000 Penalty: 5969.023926
	Iteration 3Q: 3 clusters Score -2.175876e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 92033 members 
Entering Unmasked Estep 
Score: -21760940.000000 Penalty: 5969.023926
	Iteration 4Q: 3 clusters Score -2.176094e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71980 members 
Mstep: Class 2 contains 96458 members 
Entering Unmasked Estep 
Score: -21763830.000000 Penalty: 5969.023926
	Iteration 5Q: 3 clusters Score -2.176383e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65822 members 
Mstep: Class 2 contains 102616 members 
Entering Unmasked Estep 
Score: -21768070.000000 Penalty: 5969.023926
	Iteration 6F: 3 clusters Score -2.176807e+07 nChanged 10414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 110286 members 
Entering Unmasked Estep 
Score: -21773138.000000 Penalty: 5969.023926
	Iteration 7F: 3 clusters Score -2.177314e+07 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 118818 members 
Entering Unmasked Estep 
Score: -21778678.000000 Penalty: 5969.023926
	Iteration 8F: 3 clusters Score -2.177868e+07 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 127694 members 
Entering Unmasked Estep 
Score: -21784476.000000 Penalty: 5969.023926
	Iteration 9F: 3 clusters Score -2.178448e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 136532 members 
Entering Unmasked Estep 
Score: -21790458.000000 Penalty: 5969.023926
	Iteration 10F: 3 clusters Score -2.179046e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 145161 members 
Entering Unmasked Estep 
Score: -21796780.000000 Penalty: 5969.023926
	Iteration 11F: 3 clusters Score -2.179678e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 152897 members 
Entering Unmasked Estep 
Score: -21802912.000000 Penalty: 5969.023926
	Iteration 12Q: 3 clusters Score -2.180291e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 159207 members 
Entering Unmasked Estep 
Score: -21808124.000000 Penalty: 5969.023926
	Iteration 13Q: 3 clusters Score -2.180812e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 163627 members 
Entering Unmasked Estep 
Score: -21811524.000000 Penalty: 5969.023926
	Iteration 14Q: 3 clusters Score -2.181152e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 166142 members 
Entering Unmasked Estep 
Score: -21813348.000000 Penalty: 5969.023926
	Iteration 15Q: 3 clusters Score -2.181335e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 167299 members 
Entering Unmasked Estep 
Score: -21814128.000000 Penalty: 5969.023926
	Iteration 16Q: 3 clusters Score -2.181413e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 167754 members 
Entering Unmasked Estep 
Score: -21814412.000000 Penalty: 5969.023926
	Iteration 17Q: 3 clusters Score -2.181441e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 167943 members 
Entering Unmasked Estep 
Score: -21814552.000000 Penalty: 5969.023926
	Iteration 18Q: 3 clusters Score -2.181455e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 168005 members 
Entering Unmasked Estep 
Score: -21814630.000000 Penalty: 5969.023926
	Iteration 19Q: 3 clusters Score -2.181463e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 168046 members 
Entering Unmasked Estep 
Score: -21814666.000000 Penalty: 5969.023926
	Iteration 20F: 3 clusters Score -2.181467e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 168073 members 
Entering Unmasked Estep 
Score: -21814684.000000 Penalty: 5969.023926
	Iteration 21Q: 3 clusters Score -2.181468e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 168083 members 
Entering Unmasked Estep 
Score: -21814720.000000 Penalty: 5969.023926
	Iteration 22Q: 3 clusters Score -2.181472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 168088 members 
Entering Unmasked Estep 
Score: -21814718.000000 Penalty: 5969.023926
	Iteration 23Q: 3 clusters Score -2.181472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 168098 members 
Entering Unmasked Estep 
Score: -21814734.000000 Penalty: 5969.023926
	Iteration 24Q: 3 clusters Score -2.181473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 168106 members 
Entering Unmasked Estep 
Score: -21814752.000000 Penalty: 5969.023926
	Iteration 25Q: 3 clusters Score -2.181475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 168111 members 
Entering Unmasked Estep 
Score: -21814744.000000 Penalty: 5969.023926
	Iteration 26Q: 3 clusters Score -2.181474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 168115 members 
Entering Unmasked Estep 
Score: -21814756.000000 Penalty: 5969.023926
	Iteration 27Q: 3 clusters Score -2.181476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 168115 members 
Entering Unmasked Estep 
Score: -21814760.000000 Penalty: 5969.023926
	Iteration 28Q: 3 clusters Score -2.181476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 168116 members 
Entering Unmasked Estep 
Score: -21814764.000000 Penalty: 5969.023926
	Iteration 29Q: 3 clusters Score -2.181476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 168118 members 
Entering Unmasked Estep 
Score: -21814764.000000 Penalty: 5969.023926
	Iteration 30Q: 3 clusters Score -2.181476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 168118 members 
Entering Unmasked Estep 
Score: -21814764.000000 Penalty: 5969.023926
	Iteration 31F: 3 clusters Score -2.181476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Entering Unmasked Estep 
Score: -2405196.250000 Penalty: 2439.715332
	Iteration 0F: 2 clusters Score -2405196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2391958.500000 Penalty: 4879.430664
	Iteration 0F: 3 clusters Score -2391958 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2396538.000000 Penalty: 4879.430664
	Iteration 1F: 3 clusters Score -2396538 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2397229.000000 Penalty: 4879.430664
	Iteration 2F: 3 clusters Score -2397229 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2397933.500000 Penalty: 4879.430664
	Iteration 3F: 3 clusters Score -2397934 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2398609.000000 Penalty: 4879.430664
	Iteration 4F: 3 clusters Score -2398609 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2399323.500000 Penalty: 4879.430664
	Iteration 5F: 3 clusters Score -2399324 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2400006.000000 Penalty: 4879.430664
	Iteration 6F: 3 clusters Score -2400006 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2400656.000000 Penalty: 4879.430664
	Iteration 7Q: 3 clusters Score -2400656 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2401270.000000 Penalty: 4879.430664
	Iteration 8Q: 3 clusters Score -2401270 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2401741.750000 Penalty: 4879.430664
	Iteration 9Q: 3 clusters Score -2401742 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2402050.750000 Penalty: 4879.430664
	Iteration 10Q: 3 clusters Score -2402051 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2402287.000000 Penalty: 4879.430664
	Iteration 11Q: 3 clusters Score -2402287 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2402453.250000 Penalty: 4879.430664
	Iteration 12Q: 3 clusters Score -2402453 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2402579.000000 Penalty: 4879.430664
	Iteration 13Q: 3 clusters Score -2402579 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2402662.750000 Penalty: 4879.430664
	Iteration 14Q: 3 clusters Score -2402663 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2402732.500000 Penalty: 4879.430664
	Iteration 15Q: 3 clusters Score -2402732 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2402788.750000 Penalty: 4879.430664
	Iteration 16Q: 3 clusters Score -2402789 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2402826.500000 Penalty: 4879.430664
	Iteration 17Q: 3 clusters Score -2402826 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2402853.500000 Penalty: 4879.430664
	Iteration 18Q: 3 clusters Score -2402854 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2402879.250000 Penalty: 4879.430664
	Iteration 19Q: 3 clusters Score -2402879 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2402904.750000 Penalty: 4879.430664
	Iteration 20F: 3 clusters Score -2402905 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2402928.250000 Penalty: 4879.430664
	Iteration 21Q: 3 clusters Score -2402928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2402942.750000 Penalty: 4879.430664
	Iteration 22Q: 3 clusters Score -2402943 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2402961.000000 Penalty: 4879.430664
	Iteration 23Q: 3 clusters Score -2402961 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2402975.500000 Penalty: 4879.430664
	Iteration 24Q: 3 clusters Score -2402976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2402981.750000 Penalty: 4879.430664
	Iteration 25Q: 3 clusters Score -2402982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2402999.250000 Penalty: 4879.430664
	Iteration 26Q: 3 clusters Score -2402999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2403006.750000 Penalty: 4879.430664
	Iteration 27Q: 3 clusters Score -2403007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2403019.250000 Penalty: 4879.430664
	Iteration 28Q: 3 clusters Score -2403019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2403024.250000 Penalty: 4879.430664
	Iteration 29Q: 3 clusters Score -2403024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2403039.000000 Penalty: 4879.430664
	Iteration 30Q: 3 clusters Score -2403039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2403045.750000 Penalty: 4879.430664
	Iteration 31Q: 3 clusters Score -2403046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2403052.500000 Penalty: 4879.430664
	Iteration 32Q: 3 clusters Score -2403052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2403057.750000 Penalty: 4879.430664
	Iteration 33Q: 3 clusters Score -2403058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2403059.250000 Penalty: 4879.430664
	Iteration 34Q: 3 clusters Score -2403059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2403059.500000 Penalty: 4879.430664
	Iteration 35Q: 3 clusters Score -2403060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2403058.000000 Penalty: 4879.430664
	Iteration 36Q: 3 clusters Score -2403058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2403059.750000 Penalty: 4879.430664
	Iteration 37Q: 3 clusters Score -2403060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2403059.750000 Penalty: 4879.430664
	Iteration 38F: 3 clusters Score -2403060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Entering Unmasked Estep 
Score: -639049.000000 Penalty: 2110.122070
	Iteration 0F: 2 clusters Score -639049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -634584.312500 Penalty: 4220.244141
	Iteration 0F: 3 clusters Score -634584.3 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -635547.375000 Penalty: 4220.244141
	Iteration 1F: 3 clusters Score -635547.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -635752.187500 Penalty: 4220.244141
	Iteration 2F: 3 clusters Score -635752.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -635879.750000 Penalty: 4220.244141
	Iteration 3Q: 3 clusters Score -635879.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -635971.500000 Penalty: 4220.244141
	Iteration 4Q: 3 clusters Score -635971.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -636028.625000 Penalty: 4220.244141
	Iteration 5Q: 3 clusters Score -636028.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -636069.437500 Penalty: 4220.244141
	Iteration 6Q: 3 clusters Score -636069.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -636103.812500 Penalty: 4220.244141
	Iteration 7Q: 3 clusters Score -636103.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -636134.875000 Penalty: 4220.244141
	Iteration 8Q: 3 clusters Score -636134.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -636168.187500 Penalty: 4220.244141
	Iteration 9Q: 3 clusters Score -636168.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -636193.562500 Penalty: 4220.244141
	Iteration 10Q: 3 clusters Score -636193.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -636220.250000 Penalty: 4220.244141
	Iteration 11Q: 3 clusters Score -636220.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -636247.312500 Penalty: 4220.244141
	Iteration 12Q: 3 clusters Score -636247.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -636278.562500 Penalty: 4220.244141
	Iteration 13Q: 3 clusters Score -636278.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -636313.250000 Penalty: 4220.244141
	Iteration 14Q: 3 clusters Score -636313.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -636346.625000 Penalty: 4220.244141
	Iteration 15Q: 3 clusters Score -636346.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -636384.375000 Penalty: 4220.244141
	Iteration 16Q: 3 clusters Score -636384.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -636429.375000 Penalty: 4220.244141
	Iteration 17Q: 3 clusters Score -636429.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -636471.187500 Penalty: 4220.244141
	Iteration 18Q: 3 clusters Score -636471.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -636497.937500 Penalty: 4220.244141
	Iteration 19Q: 3 clusters Score -636497.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -636520.812500 Penalty: 4220.244141
	Iteration 20F: 3 clusters Score -636520.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -636545.812500 Penalty: 4220.244141
	Iteration 21Q: 3 clusters Score -636545.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -636576.375000 Penalty: 4220.244141
	Iteration 22Q: 3 clusters Score -636576.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -636599.625000 Penalty: 4220.244141
	Iteration 23Q: 3 clusters Score -636599.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -636621.062500 Penalty: 4220.244141
	Iteration 24Q: 3 clusters Score -636621.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -636644.187500 Penalty: 4220.244141
	Iteration 25Q: 3 clusters Score -636644.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -636663.062500 Penalty: 4220.244141
	Iteration 26Q: 3 clusters Score -636663.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -636679.937500 Penalty: 4220.244141
	Iteration 27Q: 3 clusters Score -636679.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -636705.875000 Penalty: 4220.244141
	Iteration 28Q: 3 clusters Score -636705.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -636726.625000 Penalty: 4220.244141
	Iteration 29Q: 3 clusters Score -636726.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -636741.187500 Penalty: 4220.244141
	Iteration 30Q: 3 clusters Score -636741.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -636762.437500 Penalty: 4220.244141
	Iteration 31Q: 3 clusters Score -636762.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -636781.937500 Penalty: 4220.244141
	Iteration 32Q: 3 clusters Score -636781.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -636807.250000 Penalty: 4220.244141
	Iteration 33Q: 3 clusters Score -636807.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -636827.875000 Penalty: 4220.244141
	Iteration 34Q: 3 clusters Score -636827.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -636850.625000 Penalty: 4220.244141
	Iteration 35Q: 3 clusters Score -636850.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -636878.062500 Penalty: 4220.244141
	Iteration 36Q: 3 clusters Score -636878.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -636905.625000 Penalty: 4220.244141
	Iteration 37Q: 3 clusters Score -636905.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -636934.312500 Penalty: 4220.244141
	Iteration 38Q: 3 clusters Score -636934.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -636961.875000 Penalty: 4220.244141
	Iteration 39Q: 3 clusters Score -636961.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -636989.750000 Penalty: 4220.244141
	Iteration 40F: 3 clusters Score -636989.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -637008.062500 Penalty: 4220.244141
	Iteration 41Q: 3 clusters Score -637008.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -637022.437500 Penalty: 4220.244141
	Iteration 42Q: 3 clusters Score -637022.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -637030.500000 Penalty: 4220.244141
	Iteration 43Q: 3 clusters Score -637030.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -637038.750000 Penalty: 4220.244141
	Iteration 44Q: 3 clusters Score -637038.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -637051.187500 Penalty: 4220.244141
	Iteration 45Q: 3 clusters Score -637051.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -637065.687500 Penalty: 4220.244141
	Iteration 46Q: 3 clusters Score -637065.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -637083.125000 Penalty: 4220.244141
	Iteration 47Q: 3 clusters Score -637083.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -637095.187500 Penalty: 4220.244141
	Iteration 48Q: 3 clusters Score -637095.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -637110.562500 Penalty: 4220.244141
	Iteration 49Q: 3 clusters Score -637110.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -637123.125000 Penalty: 4220.244141
	Iteration 50Q: 3 clusters Score -637123.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -637130.000000 Penalty: 4220.244141
	Iteration 51Q: 3 clusters Score -637130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -637138.312500 Penalty: 4220.244141
	Iteration 52Q: 3 clusters Score -637138.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -637139.812500 Penalty: 4220.244141
	Iteration 53Q: 3 clusters Score -637139.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -637144.000000 Penalty: 4220.244141
	Iteration 54Q: 3 clusters Score -637144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -637154.000000 Penalty: 4220.244141
	Iteration 55Q: 3 clusters Score -637154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -637161.062500 Penalty: 4220.244141
	Iteration 56Q: 3 clusters Score -637161.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -637166.625000 Penalty: 4220.244141
	Iteration 57Q: 3 clusters Score -637166.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -637168.687500 Penalty: 4220.244141
	Iteration 58Q: 3 clusters Score -637168.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -637172.500000 Penalty: 4220.244141
	Iteration 59Q: 3 clusters Score -637172.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -637177.500000 Penalty: 4220.244141
	Iteration 60F: 3 clusters Score -637177.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -637183.062500 Penalty: 4220.244141
	Iteration 61Q: 3 clusters Score -637183.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -637190.375000 Penalty: 4220.244141
	Iteration 62Q: 3 clusters Score -637190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -637191.312500 Penalty: 4220.244141
	Iteration 63Q: 3 clusters Score -637191.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -637194.187500 Penalty: 4220.244141
	Iteration 64Q: 3 clusters Score -637194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -637197.375000 Penalty: 4220.244141
	Iteration 65Q: 3 clusters Score -637197.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -637202.812500 Penalty: 4220.244141
	Iteration 66Q: 3 clusters Score -637202.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -637209.687500 Penalty: 4220.244141
	Iteration 67Q: 3 clusters Score -637209.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -637217.000000 Penalty: 4220.244141
	Iteration 68Q: 3 clusters Score -637217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -637220.125000 Penalty: 4220.244141
	Iteration 69Q: 3 clusters Score -637220.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -637224.875000 Penalty: 4220.244141
	Iteration 70Q: 3 clusters Score -637224.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -637225.625000 Penalty: 4220.244141
	Iteration 71Q: 3 clusters Score -637225.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -637228.062500 Penalty: 4220.244141
	Iteration 72Q: 3 clusters Score -637228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -637229.562500 Penalty: 4220.244141
	Iteration 73Q: 3 clusters Score -637229.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -637231.250000 Penalty: 4220.244141
	Iteration 74Q: 3 clusters Score -637231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -637232.375000 Penalty: 4220.244141
	Iteration 75Q: 3 clusters Score -637232.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -637233.312500 Penalty: 4220.244141
	Iteration 76Q: 3 clusters Score -637233.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -637233.625000 Penalty: 4220.244141
	Iteration 77Q: 3 clusters Score -637233.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -637233.625000 Penalty: 4220.244141
	Iteration 78F: 3 clusters Score -637233.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Entering Unmasked Estep 
Score: -6824577.000000 Penalty: 2710.634277
	Iteration 0F: 2 clusters Score -6824577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -6787306.500000 Penalty: 5421.268555
	Iteration 0F: 3 clusters Score -6787306 nChanged 25724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -6801765.500000 Penalty: 5421.268555
	Iteration 1F: 3 clusters Score -6801766 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -6802662.500000 Penalty: 5421.268555
	Iteration 2Q: 3 clusters Score -6802662 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -6803698.500000 Penalty: 5421.268555
	Iteration 3Q: 3 clusters Score -6803698 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -6804923.000000 Penalty: 5421.268555
	Iteration 4F: 3 clusters Score -6804923 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -6806338.000000 Penalty: 5421.268555
	Iteration 5F: 3 clusters Score -6806338 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -6807893.000000 Penalty: 5421.268555
	Iteration 6F: 3 clusters Score -6807893 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -6809470.500000 Penalty: 5421.268555
	Iteration 7F: 3 clusters Score -6809470 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -6811111.500000 Penalty: 5421.268555
	Iteration 8F: 3 clusters Score -6811112 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -6812780.000000 Penalty: 5421.268555
	Iteration 9F: 3 clusters Score -6812780 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -6814441.000000 Penalty: 5421.268555
	Iteration 10Q: 3 clusters Score -6814441 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -6816147.000000 Penalty: 5421.268555
	Iteration 11Q: 3 clusters Score -6816147 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -6817534.500000 Penalty: 5421.268555
	Iteration 12Q: 3 clusters Score -6817534 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -6818547.500000 Penalty: 5421.268555
	Iteration 13Q: 3 clusters Score -6818548 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -6819336.000000 Penalty: 5421.268555
	Iteration 14Q: 3 clusters Score -6819336 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -6819845.000000 Penalty: 5421.268555
	Iteration 15Q: 3 clusters Score -6819845 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -6820206.500000 Penalty: 5421.268555
	Iteration 16Q: 3 clusters Score -6820206 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -6820504.000000 Penalty: 5421.268555
	Iteration 17Q: 3 clusters Score -6820504 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -6820714.500000 Penalty: 5421.268555
	Iteration 18Q: 3 clusters Score -6820714 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -6820981.500000 Penalty: 5421.268555
	Iteration 19Q: 3 clusters Score -6820982 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -6821168.000000 Penalty: 5421.268555
	Iteration 20F: 3 clusters Score -6821168 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -6821368.500000 Penalty: 5421.268555
	Iteration 21Q: 3 clusters Score -6821368 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -6821515.500000 Penalty: 5421.268555
	Iteration 22Q: 3 clusters Score -6821516 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -6821667.000000 Penalty: 5421.268555
	Iteration 23Q: 3 clusters Score -6821667 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -6821775.000000 Penalty: 5421.268555
	Iteration 24Q: 3 clusters Score -6821775 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -6821892.500000 Penalty: 5421.268555
	Iteration 25Q: 3 clusters Score -6821892 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -6821996.000000 Penalty: 5421.268555
	Iteration 26Q: 3 clusters Score -6821996 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -6822073.000000 Penalty: 5421.268555
	Iteration 27Q: 3 clusters Score -6822073 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -6822148.000000 Penalty: 5421.268555
	Iteration 28Q: 3 clusters Score -6822148 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 53377 members 
Entering Unmasked Estep 
Score: -6822197.500000 Penalty: 5421.268555
	Iteration 29Q: 3 clusters Score -6822198 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -6822266.500000 Penalty: 5421.268555
	Iteration 30Q: 3 clusters Score -6822266 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -6822318.000000 Penalty: 5421.268555
	Iteration 31Q: 3 clusters Score -6822318 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -6822375.500000 Penalty: 5421.268555
	Iteration 32Q: 3 clusters Score -6822376 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -6822421.500000 Penalty: 5421.268555
	Iteration 33Q: 3 clusters Score -6822422 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 54025 members 
Entering Unmasked Estep 
Score: -6822467.500000 Penalty: 5421.268555
	Iteration 34Q: 3 clusters Score -6822468 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -6822486.000000 Penalty: 5421.268555
	Iteration 35Q: 3 clusters Score -6822486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -6822524.000000 Penalty: 5421.268555
	Iteration 36Q: 3 clusters Score -6822524 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -6822550.000000 Penalty: 5421.268555
	Iteration 37Q: 3 clusters Score -6822550 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -6822568.500000 Penalty: 5421.268555
	Iteration 38Q: 3 clusters Score -6822568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 54330 members 
Entering Unmasked Estep 
Score: -6822595.000000 Penalty: 5421.268555
	Iteration 39Q: 3 clusters Score -6822595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -6822612.500000 Penalty: 5421.268555
	Iteration 40F: 3 clusters Score -6822612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
Score: -6822621.000000 Penalty: 5421.268555
	Iteration 41Q: 3 clusters Score -6822621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -6822628.000000 Penalty: 5421.268555
	Iteration 42Q: 3 clusters Score -6822628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -6822636.000000 Penalty: 5421.268555
	Iteration 43Q: 3 clusters Score -6822636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -6822633.000000 Penalty: 5421.268555
	Iteration 44Q: 3 clusters Score -6822633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -6822639.000000 Penalty: 5421.268555
	Iteration 45Q: 3 clusters Score -6822639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -6822633.000000 Penalty: 5421.268555
	Iteration 46Q: 3 clusters Score -6822633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -6822643.500000 Penalty: 5421.268555
	Iteration 47Q: 3 clusters Score -6822644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -6822644.500000 Penalty: 5421.268555
	Iteration 48Q: 3 clusters Score -6822644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -6822638.500000 Penalty: 5421.268555
	Iteration 49Q: 3 clusters Score -6822638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -6822640.500000 Penalty: 5421.268555
	Iteration 50Q: 3 clusters Score -6822640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -6822639.000000 Penalty: 5421.268555
	Iteration 51Q: 3 clusters Score -6822639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -6822645.000000 Penalty: 5421.268555
	Iteration 52Q: 3 clusters Score -6822645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -6822639.000000 Penalty: 5421.268555
	Iteration 53Q: 3 clusters Score -6822639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -6822639.500000 Penalty: 5421.268555
	Iteration 54Q: 3 clusters Score -6822640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -6822644.000000 Penalty: 5421.268555
	Iteration 55Q: 3 clusters Score -6822644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -6822644.000000 Penalty: 5421.268555
	Iteration 56F: 3 clusters Score -6822644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Entering Unmasked Estep 
Score: -1824047.750000 Penalty: 2386.925537
	Iteration 0F: 2 clusters Score -1824048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1813095.125000 Penalty: 4773.851074
	Iteration 0F: 3 clusters Score -1813095 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1816580.375000 Penalty: 4773.851074
	Iteration 1F: 3 clusters Score -1816580 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1817008.000000 Penalty: 4773.851074
	Iteration 2F: 3 clusters Score -1817008 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1817401.125000 Penalty: 4773.851074
	Iteration 3F: 3 clusters Score -1817401 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1817804.125000 Penalty: 4773.851074
	Iteration 4Q: 3 clusters Score -1817804 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1818216.250000 Penalty: 4773.851074
	Iteration 5Q: 3 clusters Score -1818216 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1818626.250000 Penalty: 4773.851074
	Iteration 6Q: 3 clusters Score -1818626 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1819052.875000 Penalty: 4773.851074
	Iteration 7Q: 3 clusters Score -1819053 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1819470.125000 Penalty: 4773.851074
	Iteration 8Q: 3 clusters Score -1819470 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1819862.250000 Penalty: 4773.851074
	Iteration 9Q: 3 clusters Score -1819862 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1820223.250000 Penalty: 4773.851074
	Iteration 10Q: 3 clusters Score -1820223 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1820549.375000 Penalty: 4773.851074
	Iteration 11Q: 3 clusters Score -1820549 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1820850.875000 Penalty: 4773.851074
	Iteration 12Q: 3 clusters Score -1820851 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1821121.500000 Penalty: 4773.851074
	Iteration 13Q: 3 clusters Score -1821122 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1821336.500000 Penalty: 4773.851074
	Iteration 14Q: 3 clusters Score -1821336 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1821520.875000 Penalty: 4773.851074
	Iteration 15Q: 3 clusters Score -1821521 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1821665.625000 Penalty: 4773.851074
	Iteration 16Q: 3 clusters Score -1821666 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1821808.250000 Penalty: 4773.851074
	Iteration 17Q: 3 clusters Score -1821808 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1821923.625000 Penalty: 4773.851074
	Iteration 18Q: 3 clusters Score -1821924 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1822015.000000 Penalty: 4773.851074
	Iteration 19Q: 3 clusters Score -1822015 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1822121.750000 Penalty: 4773.851074
	Iteration 20F: 3 clusters Score -1822122 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1822220.875000 Penalty: 4773.851074
	Iteration 21Q: 3 clusters Score -1822221 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1822321.375000 Penalty: 4773.851074
	Iteration 22Q: 3 clusters Score -1822321 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1822422.250000 Penalty: 4773.851074
	Iteration 23Q: 3 clusters Score -1822422 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1822529.375000 Penalty: 4773.851074
	Iteration 24Q: 3 clusters Score -1822529 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1822626.375000 Penalty: 4773.851074
	Iteration 25Q: 3 clusters Score -1822626 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1822696.000000 Penalty: 4773.851074
	Iteration 26Q: 3 clusters Score -1822696 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1822742.750000 Penalty: 4773.851074
	Iteration 27Q: 3 clusters Score -1822743 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1822782.250000 Penalty: 4773.851074
	Iteration 28Q: 3 clusters Score -1822782 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1822801.375000 Penalty: 4773.851074
	Iteration 29Q: 3 clusters Score -1822801 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1822813.125000 Penalty: 4773.851074
	Iteration 30Q: 3 clusters Score -1822813 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1822820.875000 Penalty: 4773.851074
	Iteration 31Q: 3 clusters Score -1822821 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1822827.750000 Penalty: 4773.851074
	Iteration 32Q: 3 clusters Score -1822828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1822840.125000 Penalty: 4773.851074
	Iteration 33Q: 3 clusters Score -1822840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1822839.125000 Penalty: 4773.851074
	Iteration 34Q: 3 clusters Score -1822839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1822846.250000 Penalty: 4773.851074
	Iteration 35Q: 3 clusters Score -1822846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1822852.750000 Penalty: 4773.851074
	Iteration 36Q: 3 clusters Score -1822853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1822857.875000 Penalty: 4773.851074
	Iteration 37Q: 3 clusters Score -1822858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1822861.750000 Penalty: 4773.851074
	Iteration 38Q: 3 clusters Score -1822862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1822868.375000 Penalty: 4773.851074
	Iteration 39Q: 3 clusters Score -1822868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1822871.750000 Penalty: 4773.851074
	Iteration 40F: 3 clusters Score -1822872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1822875.250000 Penalty: 4773.851074
	Iteration 41Q: 3 clusters Score -1822875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1822879.250000 Penalty: 4773.851074
	Iteration 42Q: 3 clusters Score -1822879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1822877.000000 Penalty: 4773.851074
	Iteration 43Q: 3 clusters Score -1822877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1822881.125000 Penalty: 4773.851074
	Iteration 44Q: 3 clusters Score -1822881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1822887.000000 Penalty: 4773.851074
	Iteration 45Q: 3 clusters Score -1822887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1822884.125000 Penalty: 4773.851074
	Iteration 46Q: 3 clusters Score -1822884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1822889.875000 Penalty: 4773.851074
	Iteration 47Q: 3 clusters Score -1822890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1822890.750000 Penalty: 4773.851074
	Iteration 48Q: 3 clusters Score -1822891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1822888.750000 Penalty: 4773.851074
	Iteration 49Q: 3 clusters Score -1822889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1822893.875000 Penalty: 4773.851074
	Iteration 50Q: 3 clusters Score -1822894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1822894.500000 Penalty: 4773.851074
	Iteration 51Q: 3 clusters Score -1822894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1822895.875000 Penalty: 4773.851074
	Iteration 52Q: 3 clusters Score -1822896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1822895.500000 Penalty: 4773.851074
	Iteration 53Q: 3 clusters Score -1822896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1822896.750000 Penalty: 4773.851074
	Iteration 54Q: 3 clusters Score -1822897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1822896.750000 Penalty: 4773.851074
	Iteration 55Q: 3 clusters Score -1822897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1822896.625000 Penalty: 4773.851074
	Iteration 56Q: 3 clusters Score -1822897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1822893.625000 Penalty: 4773.851074
	Iteration 57Q: 3 clusters Score -1822894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1822896.750000 Penalty: 4773.851074
	Iteration 58Q: 3 clusters Score -1822897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1822899.375000 Penalty: 4773.851074
	Iteration 59Q: 3 clusters Score -1822899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1822899.250000 Penalty: 4773.851074
	Iteration 60F: 3 clusters Score -1822899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1822903.125000 Penalty: 4773.851074
	Iteration 61Q: 3 clusters Score -1822903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1822903.125000 Penalty: 4773.851074
	Iteration 62F: 3 clusters Score -1822903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (98223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98223 members 
Entering Unmasked Estep 
Score: -12738978.000000 Penalty: 2850.759033
	Iteration 0F: 2 clusters Score -1.273898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -12673480.000000 Penalty: 5701.518066
	Iteration 0F: 3 clusters Score -1.267348e+07 nChanged 46423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -12699832.000000 Penalty: 5701.518066
	Iteration 1F: 3 clusters Score -1.269983e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -12700609.000000 Penalty: 5701.518066
	Iteration 2Q: 3 clusters Score -1.270061e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -12701503.000000 Penalty: 5701.518066
	Iteration 3Q: 3 clusters Score -1.27015e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -12702694.000000 Penalty: 5701.518066
	Iteration 4Q: 3 clusters Score -1.270269e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -12704696.000000 Penalty: 5701.518066
	Iteration 5Q: 3 clusters Score -1.27047e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -12707729.000000 Penalty: 5701.518066
	Iteration 6F: 3 clusters Score -1.270773e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -12711782.000000 Penalty: 5701.518066
	Iteration 7F: 3 clusters Score -1.271178e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74412 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -12716560.000000 Penalty: 5701.518066
	Iteration 8F: 3 clusters Score -1.271656e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -12721623.000000 Penalty: 5701.518066
	Iteration 9F: 3 clusters Score -1.272162e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86313 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -12726385.000000 Penalty: 5701.518066
	Iteration 10F: 3 clusters Score -1.272638e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90865 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -12730427.000000 Penalty: 5701.518066
	Iteration 11Q: 3 clusters Score -1.273043e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94102 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -12733357.000000 Penalty: 5701.518066
	Iteration 12Q: 3 clusters Score -1.273336e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96006 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -12735036.000000 Penalty: 5701.518066
	Iteration 13Q: 3 clusters Score -1.273504e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96972 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -12735871.000000 Penalty: 5701.518066
	Iteration 14Q: 3 clusters Score -1.273587e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97361 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -12736150.000000 Penalty: 5701.518066
	Iteration 15Q: 3 clusters Score -1.273615e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97533 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -12736297.000000 Penalty: 5701.518066
	Iteration 16Q: 3 clusters Score -1.27363e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97620 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -12736366.000000 Penalty: 5701.518066
	Iteration 17Q: 3 clusters Score -1.273637e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97682 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12736420.000000 Penalty: 5701.518066
	Iteration 18Q: 3 clusters Score -1.273642e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97724 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -12736454.000000 Penalty: 5701.518066
	Iteration 19Q: 3 clusters Score -1.273645e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97743 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -12736484.000000 Penalty: 5701.518066
	Iteration 20F: 3 clusters Score -1.273648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97752 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12736495.000000 Penalty: 5701.518066
	Iteration 21Q: 3 clusters Score -1.27365e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97765 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -12736503.000000 Penalty: 5701.518066
	Iteration 22Q: 3 clusters Score -1.27365e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97780 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -12736525.000000 Penalty: 5701.518066
	Iteration 23Q: 3 clusters Score -1.273652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97790 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -12736538.000000 Penalty: 5701.518066
	Iteration 24Q: 3 clusters Score -1.273654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97798 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12736550.000000 Penalty: 5701.518066
	Iteration 25Q: 3 clusters Score -1.273655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12736552.000000 Penalty: 5701.518066
	Iteration 26Q: 3 clusters Score -1.273655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97811 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -12736569.000000 Penalty: 5701.518066
	Iteration 27Q: 3 clusters Score -1.273657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97813 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -12736577.000000 Penalty: 5701.518066
	Iteration 28Q: 3 clusters Score -1.273658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97813 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -12736568.000000 Penalty: 5701.518066
	Iteration 29Q: 3 clusters Score -1.273657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97815 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -12736576.000000 Penalty: 5701.518066
	Iteration 30Q: 3 clusters Score -1.273658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97816 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -12736573.000000 Penalty: 5701.518066
	Iteration 31Q: 3 clusters Score -1.273657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97818 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -12736567.000000 Penalty: 5701.518066
	Iteration 32Q: 3 clusters Score -1.273657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97820 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12736564.000000 Penalty: 5701.518066
	Iteration 33Q: 3 clusters Score -1.273656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97820 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12736564.000000 Penalty: 5701.518066
	Iteration 34F: 3 clusters Score -1.273656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Entering Unmasked Estep 
Score: -164932.203125 Penalty: 1828.596924
	Iteration 0F: 2 clusters Score -164932.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -162742.468750 Penalty: 3657.193848
	Iteration 0F: 3 clusters Score -162742.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -164227.062500 Penalty: 3657.193848
	Iteration 1F: 3 clusters Score -164227.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -166024.796875 Penalty: 3657.193848
	Iteration 2F: 3 clusters Score -166024.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -166474.562500 Penalty: 3657.193848
	Iteration 3F: 3 clusters Score -166474.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -166668.750000 Penalty: 3657.193848
	Iteration 4Q: 3 clusters Score -166668.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -166793.640625 Penalty: 3657.193848
	Iteration 5Q: 3 clusters Score -166793.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -166872.953125 Penalty: 3657.193848
	Iteration 6Q: 3 clusters Score -166873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -166976.218750 Penalty: 3657.193848
	Iteration 7Q: 3 clusters Score -166976.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -167181.156250 Penalty: 3657.193848
	Iteration 8Q: 3 clusters Score -167181.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -167395.781250 Penalty: 3657.193848
	Iteration 9Q: 3 clusters Score -167395.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -167658.687500 Penalty: 3657.193848
	Iteration 10Q: 3 clusters Score -167658.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -167867.578125 Penalty: 3657.193848
	Iteration 11Q: 3 clusters Score -167867.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -167928.203125 Penalty: 3657.193848
	Iteration 12Q: 3 clusters Score -167928.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -167941.984375 Penalty: 3657.193848
	Iteration 13Q: 3 clusters Score -167942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -167947.890625 Penalty: 3657.193848
	Iteration 14Q: 3 clusters Score -167947.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -167956.187500 Penalty: 3657.193848
	Iteration 15Q: 3 clusters Score -167956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -167958.359375 Penalty: 3657.193848
	Iteration 16Q: 3 clusters Score -167958.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -167958.703125 Penalty: 3657.193848
	Iteration 17Q: 3 clusters Score -167958.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -167961.328125 Penalty: 3657.193848
	Iteration 18Q: 3 clusters Score -167961.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -167969.000000 Penalty: 3657.193848
	Iteration 19Q: 3 clusters Score -167969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -168019.062500 Penalty: 3657.193848
	Iteration 20F: 3 clusters Score -168019.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -168056.078125 Penalty: 3657.193848
	Iteration 21Q: 3 clusters Score -168056.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -168078.593750 Penalty: 3657.193848
	Iteration 22Q: 3 clusters Score -168078.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -168117.718750 Penalty: 3657.193848
	Iteration 23Q: 3 clusters Score -168117.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -168153.203125 Penalty: 3657.193848
	Iteration 24Q: 3 clusters Score -168153.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -168157.046875 Penalty: 3657.193848
	Iteration 25Q: 3 clusters Score -168157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -168157.046875 Penalty: 3657.193848
	Iteration 26F: 3 clusters Score -168157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 75302 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 12849 members 
Mstep: Class 5 contains 14252 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 7 contains 20791 members 
Mstep: Class 8 contains 8226 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 12922 members 
Mstep: Class 11 contains 168438 members 
Mstep: Class 12 contains 18724 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 55825 members 
Mstep: Class 15 contains 15134 members 
Mstep: Class 16 contains 98223 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 19028 members 
Mstep: Class 19 contains 58725 members 
Mstep: Class 20 contains 24115 members 
Mstep: Class 21 contains 67845 members 
Mstep: Class 22 contains 28054 members 
Mstep: Class 23 contains 17411 members 
Mstep: Class 24 contains 11049 members 
Mstep: Class 25 contains 26219 members 
Mstep: Class 26 contains 8757 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 19614 members 
Mstep: Class 29 contains 155221 members 
Mstep: Class 30 contains 25345 members 
Mstep: Class 31 contains 3730 members 
Mstep: Class 32 contains 180086 members 
Mstep: Class 33 contains 48223 members 
Mstep: Class 34 contains 354 members 
Mstep: Class 35 contains 803 members 
Mstep: Class 36 contains 702 members 
Entering Unmasked Estep 
Score: -150935376.000000 Penalty: 125071.062500
Splitting cluster 17 changes total score from -150928816.000000 to -150935376.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 18 (19028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Entering Unmasked Estep 
Score: -2383815.500000 Penalty: 2443.709473
	Iteration 0F: 2 clusters Score -2383816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2370426.750000 Penalty: 4887.418945
	Iteration 0F: 3 clusters Score -2370427 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2374951.750000 Penalty: 4887.418945
	Iteration 1F: 3 clusters Score -2374952 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2375535.750000 Penalty: 4887.418945
	Iteration 2F: 3 clusters Score -2375536 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2376191.750000 Penalty: 4887.418945
	Iteration 3F: 3 clusters Score -2376192 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2377006.750000 Penalty: 4887.418945
	Iteration 4F: 3 clusters Score -2377007 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2377961.750000 Penalty: 4887.418945
	Iteration 5F: 3 clusters Score -2377962 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2378960.250000 Penalty: 4887.418945
	Iteration 6F: 3 clusters Score -2378960 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2379843.500000 Penalty: 4887.418945
	Iteration 7F: 3 clusters Score -2379844 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2380464.000000 Penalty: 4887.418945
	Iteration 8F: 3 clusters Score -2380464 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2380871.500000 Penalty: 4887.418945
	Iteration 9Q: 3 clusters Score -2380872 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2381188.250000 Penalty: 4887.418945
	Iteration 10Q: 3 clusters Score -2381188 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2381428.000000 Penalty: 4887.418945
	Iteration 11Q: 3 clusters Score -2381428 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2381659.750000 Penalty: 4887.418945
	Iteration 12Q: 3 clusters Score -2381660 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2381972.750000 Penalty: 4887.418945
	Iteration 13Q: 3 clusters Score -2381973 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2382410.250000 Penalty: 4887.418945
	Iteration 14Q: 3 clusters Score -2382410 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2382955.500000 Penalty: 4887.418945
	Iteration 15Q: 3 clusters Score -2382956 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2383792.250000 Penalty: 4887.418945
	Iteration 16Q: 3 clusters Score -2383792 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2385026.250000 Penalty: 4887.418945
	Iteration 17Q: 3 clusters Score -2385026 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2385980.000000 Penalty: 4887.418945
	Iteration 18Q: 3 clusters Score -2385980 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2386234.250000 Penalty: 4887.418945
	Iteration 19Q: 3 clusters Score -2386234 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2386297.750000 Penalty: 4887.418945
	Iteration 20F: 3 clusters Score -2386298 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2386312.250000 Penalty: 4887.418945
	Iteration 21Q: 3 clusters Score -2386312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2386319.500000 Penalty: 4887.418945
	Iteration 22Q: 3 clusters Score -2386320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2386330.500000 Penalty: 4887.418945
	Iteration 23Q: 3 clusters Score -2386330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2386333.250000 Penalty: 4887.418945
	Iteration 24Q: 3 clusters Score -2386333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2386332.750000 Penalty: 4887.418945
	Iteration 25Q: 3 clusters Score -2386333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2386332.250000 Penalty: 4887.418945
	Iteration 26Q: 3 clusters Score -2386332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2386335.250000 Penalty: 4887.418945
	Iteration 27Q: 3 clusters Score -2386335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2386335.250000 Penalty: 4887.418945
	Iteration 28F: 3 clusters Score -2386335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 75302 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 12849 members 
Mstep: Class 5 contains 14252 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 7 contains 20791 members 
Mstep: Class 8 contains 8226 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 12922 members 
Mstep: Class 11 contains 168438 members 
Mstep: Class 12 contains 18724 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 55825 members 
Mstep: Class 15 contains 15134 members 
Mstep: Class 16 contains 98223 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 11845 members 
Mstep: Class 19 contains 58725 members 
Mstep: Class 20 contains 24115 members 
Mstep: Class 21 contains 67845 members 
Mstep: Class 22 contains 28054 members 
Mstep: Class 23 contains 17411 members 
Mstep: Class 24 contains 11049 members 
Mstep: Class 25 contains 26219 members 
Mstep: Class 26 contains 8757 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 19614 members 
Mstep: Class 29 contains 155221 members 
Mstep: Class 30 contains 25345 members 
Mstep: Class 31 contains 3730 members 
Mstep: Class 32 contains 180086 members 
Mstep: Class 33 contains 48223 members 
Mstep: Class 34 contains 354 members 
Mstep: Class 35 contains 803 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 7183 members 
Entering Unmasked Estep 
Score: -150936784.000000 Penalty: 128545.257812
Splitting cluster 18 changes total score from -150928816.000000 to -150936784.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 19 (58725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58725 members 
Entering Unmasked Estep 
Score: -7609421.500000 Penalty: 2723.193848
	Iteration 0F: 2 clusters Score -7609422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -7569796.500000 Penalty: 5446.387695
	Iteration 0F: 3 clusters Score -7569796 nChanged 27283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -7585163.500000 Penalty: 5446.387695
	Iteration 1F: 3 clusters Score -7585164 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -7585844.000000 Penalty: 5446.387695
	Iteration 2Q: 3 clusters Score -7585844 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -7586604.500000 Penalty: 5446.387695
	Iteration 3Q: 3 clusters Score -7586604 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -7587713.000000 Penalty: 5446.387695
	Iteration 4Q: 3 clusters Score -7587713 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -7589461.000000 Penalty: 5446.387695
	Iteration 5F: 3 clusters Score -7589461 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -7591934.000000 Penalty: 5446.387695
	Iteration 6F: 3 clusters Score -7591934 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -7595439.500000 Penalty: 5446.387695
	Iteration 7F: 3 clusters Score -7595440 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -7599730.500000 Penalty: 5446.387695
	Iteration 8F: 3 clusters Score -7599730 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -7603175.500000 Penalty: 5446.387695
	Iteration 9F: 3 clusters Score -7603176 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -7605157.000000 Penalty: 5446.387695
	Iteration 10Q: 3 clusters Score -7605157 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -7606124.500000 Penalty: 5446.387695
	Iteration 11Q: 3 clusters Score -7606124 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -7606566.500000 Penalty: 5446.387695
	Iteration 12Q: 3 clusters Score -7606566 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -7606771.000000 Penalty: 5446.387695
	Iteration 13Q: 3 clusters Score -7606771 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -7606873.000000 Penalty: 5446.387695
	Iteration 14Q: 3 clusters Score -7606873 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -7606941.000000 Penalty: 5446.387695
	Iteration 15Q: 3 clusters Score -7606941 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 58312 members 
Entering Unmasked Estep 
Score: -7606988.500000 Penalty: 5446.387695
	Iteration 16Q: 3 clusters Score -7606988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 58339 members 
Entering Unmasked Estep 
Score: -7607007.500000 Penalty: 5446.387695
	Iteration 17Q: 3 clusters Score -7607008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 58352 members 
Entering Unmasked Estep 
Score: -7607025.500000 Penalty: 5446.387695
	Iteration 18Q: 3 clusters Score -7607026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -7607035.500000 Penalty: 5446.387695
	Iteration 19Q: 3 clusters Score -7607036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -7607049.500000 Penalty: 5446.387695
	Iteration 20F: 3 clusters Score -7607050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -7607046.500000 Penalty: 5446.387695
	Iteration 21Q: 3 clusters Score -7607046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -7607042.000000 Penalty: 5446.387695
	Iteration 22Q: 3 clusters Score -7607042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -7607042.000000 Penalty: 5446.387695
	Iteration 23F: 3 clusters Score -7607042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Entering Unmasked Estep 
Score: -3120301.000000 Penalty: 2502.466309
	Iteration 0F: 2 clusters Score -3120301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -3103548.000000 Penalty: 5004.932617
	Iteration 0F: 3 clusters Score -3103548 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -3109405.500000 Penalty: 5004.932617
	Iteration 1F: 3 clusters Score -3109406 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3109776.250000 Penalty: 5004.932617
	Iteration 2Q: 3 clusters Score -3109776 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3110019.500000 Penalty: 5004.932617
	Iteration 3Q: 3 clusters Score -3110020 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -3110274.500000 Penalty: 5004.932617
	Iteration 4Q: 3 clusters Score -3110274 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -3110470.500000 Penalty: 5004.932617
	Iteration 5Q: 3 clusters Score -3110470 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -3110663.750000 Penalty: 5004.932617
	Iteration 6Q: 3 clusters Score -3110664 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -3110927.500000 Penalty: 5004.932617
	Iteration 7Q: 3 clusters Score -3110928 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3111313.500000 Penalty: 5004.932617
	Iteration 8Q: 3 clusters Score -3111314 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -3111918.250000 Penalty: 5004.932617
	Iteration 9Q: 3 clusters Score -3111918 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -3112824.750000 Penalty: 5004.932617
	Iteration 10F: 3 clusters Score -3112825 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -3113918.250000 Penalty: 5004.932617
	Iteration 11F: 3 clusters Score -3113918 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -3115002.250000 Penalty: 5004.932617
	Iteration 12F: 3 clusters Score -3115002 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3115857.000000 Penalty: 5004.932617
	Iteration 13Q: 3 clusters Score -3115857 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3116601.500000 Penalty: 5004.932617
	Iteration 14Q: 3 clusters Score -3116602 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3117138.750000 Penalty: 5004.932617
	Iteration 15Q: 3 clusters Score -3117139 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3117553.750000 Penalty: 5004.932617
	Iteration 16Q: 3 clusters Score -3117554 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3117790.250000 Penalty: 5004.932617
	Iteration 17Q: 3 clusters Score -3117790 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3117963.500000 Penalty: 5004.932617
	Iteration 18Q: 3 clusters Score -3117964 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3118057.250000 Penalty: 5004.932617
	Iteration 19Q: 3 clusters Score -3118057 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3118138.750000 Penalty: 5004.932617
	Iteration 20F: 3 clusters Score -3118139 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3118173.000000 Penalty: 5004.932617
	Iteration 21Q: 3 clusters Score -3118173 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3118207.500000 Penalty: 5004.932617
	Iteration 22Q: 3 clusters Score -3118208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3118233.250000 Penalty: 5004.932617
	Iteration 23Q: 3 clusters Score -3118233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3118252.500000 Penalty: 5004.932617
	Iteration 24Q: 3 clusters Score -3118252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3118269.500000 Penalty: 5004.932617
	Iteration 25Q: 3 clusters Score -3118270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3118275.750000 Penalty: 5004.932617
	Iteration 26Q: 3 clusters Score -3118276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3118283.000000 Penalty: 5004.932617
	Iteration 27Q: 3 clusters Score -3118283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3118293.750000 Penalty: 5004.932617
	Iteration 28Q: 3 clusters Score -3118294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3118299.500000 Penalty: 5004.932617
	Iteration 29Q: 3 clusters Score -3118300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3118310.250000 Penalty: 5004.932617
	Iteration 30Q: 3 clusters Score -3118310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3118320.500000 Penalty: 5004.932617
	Iteration 31Q: 3 clusters Score -3118320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3118332.000000 Penalty: 5004.932617
	Iteration 32Q: 3 clusters Score -3118332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3118344.750000 Penalty: 5004.932617
	Iteration 33Q: 3 clusters Score -3118345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3118357.250000 Penalty: 5004.932617
	Iteration 34Q: 3 clusters Score -3118357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3118361.000000 Penalty: 5004.932617
	Iteration 35Q: 3 clusters Score -3118361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3118362.500000 Penalty: 5004.932617
	Iteration 36Q: 3 clusters Score -3118362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3118363.500000 Penalty: 5004.932617
	Iteration 37Q: 3 clusters Score -3118364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3118365.500000 Penalty: 5004.932617
	Iteration 38Q: 3 clusters Score -3118366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3118362.000000 Penalty: 5004.932617
	Iteration 39Q: 3 clusters Score -3118362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3118364.750000 Penalty: 5004.932617
	Iteration 40F: 3 clusters Score -3118365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3118365.250000 Penalty: 5004.932617
	Iteration 41Q: 3 clusters Score -3118365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3118371.250000 Penalty: 5004.932617
	Iteration 42Q: 3 clusters Score -3118371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3118369.500000 Penalty: 5004.932617
	Iteration 43Q: 3 clusters Score -3118370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3118369.500000 Penalty: 5004.932617
	Iteration 44F: 3 clusters Score -3118370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (67845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67845 members 
Entering Unmasked Estep 
Score: -8679101.000000 Penalty: 2758.995361
	Iteration 0F: 2 clusters Score -8679101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -8633723.000000 Penalty: 5517.990723
	Iteration 0F: 3 clusters Score -8633723 nChanged 31584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -8652322.000000 Penalty: 5517.990723
	Iteration 1F: 3 clusters Score -8652322 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -8653837.000000 Penalty: 5517.990723
	Iteration 2Q: 3 clusters Score -8653837 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -8655734.000000 Penalty: 5517.990723
	Iteration 3F: 3 clusters Score -8655734 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -8658034.000000 Penalty: 5517.990723
	Iteration 4F: 3 clusters Score -8658034 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -8660992.000000 Penalty: 5517.990723
	Iteration 5F: 3 clusters Score -8660992 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -8664534.000000 Penalty: 5517.990723
	Iteration 6F: 3 clusters Score -8664534 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -8668291.000000 Penalty: 5517.990723
	Iteration 7F: 3 clusters Score -8668291 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -8671666.000000 Penalty: 5517.990723
	Iteration 8F: 3 clusters Score -8671666 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -8673891.000000 Penalty: 5517.990723
	Iteration 9Q: 3 clusters Score -8673891 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -8675040.000000 Penalty: 5517.990723
	Iteration 10Q: 3 clusters Score -8675040 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -8675760.000000 Penalty: 5517.990723
	Iteration 11Q: 3 clusters Score -8675760 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -8676209.000000 Penalty: 5517.990723
	Iteration 12Q: 3 clusters Score -8676209 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -8676570.000000 Penalty: 5517.990723
	Iteration 13Q: 3 clusters Score -8676570 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -8676889.000000 Penalty: 5517.990723
	Iteration 14Q: 3 clusters Score -8676889 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -8677200.000000 Penalty: 5517.990723
	Iteration 15Q: 3 clusters Score -8677200 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -8677517.000000 Penalty: 5517.990723
	Iteration 16Q: 3 clusters Score -8677517 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -8677732.000000 Penalty: 5517.990723
	Iteration 17Q: 3 clusters Score -8677732 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -8678083.000000 Penalty: 5517.990723
	Iteration 18Q: 3 clusters Score -8678083 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -8678392.000000 Penalty: 5517.990723
	Iteration 19Q: 3 clusters Score -8678392 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -8678710.000000 Penalty: 5517.990723
	Iteration 20F: 3 clusters Score -8678710 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -8679083.000000 Penalty: 5517.990723
	Iteration 21Q: 3 clusters Score -8679083 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -8679340.000000 Penalty: 5517.990723
	Iteration 22Q: 3 clusters Score -8679340 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -8679618.000000 Penalty: 5517.990723
	Iteration 23Q: 3 clusters Score -8679618 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -8679888.000000 Penalty: 5517.990723
	Iteration 24Q: 3 clusters Score -8679888 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -8680212.000000 Penalty: 5517.990723
	Iteration 25Q: 3 clusters Score -8680212 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -8680428.000000 Penalty: 5517.990723
	Iteration 26Q: 3 clusters Score -8680428 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -8680610.000000 Penalty: 5517.990723
	Iteration 27Q: 3 clusters Score -8680610 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -8680789.000000 Penalty: 5517.990723
	Iteration 28Q: 3 clusters Score -8680789 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -8680971.000000 Penalty: 5517.990723
	Iteration 29Q: 3 clusters Score -8680971 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -8681096.000000 Penalty: 5517.990723
	Iteration 30Q: 3 clusters Score -8681096 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -8681312.000000 Penalty: 5517.990723
	Iteration 31Q: 3 clusters Score -8681312 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -8681516.000000 Penalty: 5517.990723
	Iteration 32Q: 3 clusters Score -8681516 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -8681673.000000 Penalty: 5517.990723
	Iteration 33Q: 3 clusters Score -8681673 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -8681764.000000 Penalty: 5517.990723
	Iteration 34Q: 3 clusters Score -8681764 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -8681871.000000 Penalty: 5517.990723
	Iteration 35Q: 3 clusters Score -8681871 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -8681985.000000 Penalty: 5517.990723
	Iteration 36Q: 3 clusters Score -8681985 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -8682052.000000 Penalty: 5517.990723
	Iteration 37Q: 3 clusters Score -8682052 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -8682070.000000 Penalty: 5517.990723
	Iteration 38Q: 3 clusters Score -8682070 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -8682086.000000 Penalty: 5517.990723
	Iteration 39Q: 3 clusters Score -8682086 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50554 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -8682123.000000 Penalty: 5517.990723
	Iteration 40F: 3 clusters Score -8682123 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -8682123.000000 Penalty: 5517.990723
	Iteration 41Q: 3 clusters Score -8682123 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -8682120.000000 Penalty: 5517.990723
	Iteration 42Q: 3 clusters Score -8682120 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -8682127.000000 Penalty: 5517.990723
	Iteration 43Q: 3 clusters Score -8682127 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -8682128.000000 Penalty: 5517.990723
	Iteration 44Q: 3 clusters Score -8682128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -8682130.000000 Penalty: 5517.990723
	Iteration 45Q: 3 clusters Score -8682130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -8682117.000000 Penalty: 5517.990723
	Iteration 46Q: 3 clusters Score -8682117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -8682120.000000 Penalty: 5517.990723
	Iteration 47Q: 3 clusters Score -8682120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -8682115.000000 Penalty: 5517.990723
	Iteration 48Q: 3 clusters Score -8682115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -8682130.000000 Penalty: 5517.990723
	Iteration 49Q: 3 clusters Score -8682130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -8682127.000000 Penalty: 5517.990723
	Iteration 50Q: 3 clusters Score -8682127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -8682127.000000 Penalty: 5517.990723
	Iteration 51Q: 3 clusters Score -8682127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -8682122.000000 Penalty: 5517.990723
	Iteration 52Q: 3 clusters Score -8682122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -8682120.000000 Penalty: 5517.990723
	Iteration 53Q: 3 clusters Score -8682120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -8682125.000000 Penalty: 5517.990723
	Iteration 54Q: 3 clusters Score -8682125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -8682115.000000 Penalty: 5517.990723
	Iteration 55Q: 3 clusters Score -8682115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -8682124.000000 Penalty: 5517.990723
	Iteration 56Q: 3 clusters Score -8682124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -8682127.000000 Penalty: 5517.990723
	Iteration 57Q: 3 clusters Score -8682127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -8682118.000000 Penalty: 5517.990723
	Iteration 58Q: 3 clusters Score -8682118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -8682120.000000 Penalty: 5517.990723
	Iteration 59Q: 3 clusters Score -8682120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -8682127.000000 Penalty: 5517.990723
	Iteration 60F: 3 clusters Score -8682127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 75302 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 12849 members 
Mstep: Class 5 contains 14252 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 7 contains 20791 members 
Mstep: Class 8 contains 8226 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 12922 members 
Mstep: Class 11 contains 168438 members 
Mstep: Class 12 contains 18724 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 55825 members 
Mstep: Class 15 contains 15134 members 
Mstep: Class 16 contains 98223 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 11845 members 
Mstep: Class 19 contains 58725 members 
Mstep: Class 20 contains 24115 members 
Mstep: Class 21 contains 51022 members 
Mstep: Class 22 contains 28054 members 
Mstep: Class 23 contains 17411 members 
Mstep: Class 24 contains 11049 members 
Mstep: Class 25 contains 26219 members 
Mstep: Class 26 contains 8757 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 19614 members 
Mstep: Class 29 contains 155221 members 
Mstep: Class 30 contains 25345 members 
Mstep: Class 31 contains 3730 members 
Mstep: Class 32 contains 180086 members 
Mstep: Class 33 contains 48223 members 
Mstep: Class 34 contains 354 members 
Mstep: Class 35 contains 803 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 7183 members 
Mstep: Class 38 contains 16823 members 
Entering Unmasked Estep 
Score: -150938400.000000 Penalty: 132019.453125
Splitting cluster 21 changes total score from -150928816.000000 to -150938400.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 22 (28054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Entering Unmasked Estep 
Score: -3562336.750000 Penalty: 2539.987793
	Iteration 0F: 2 clusters Score -3562337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3542985.750000 Penalty: 5079.975586
	Iteration 0F: 3 clusters Score -3542986 nChanged 12663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3549891.000000 Penalty: 5079.975586
	Iteration 1F: 3 clusters Score -3549891 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3550348.250000 Penalty: 5079.975586
	Iteration 2Q: 3 clusters Score -3550348 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3550835.000000 Penalty: 5079.975586
	Iteration 3Q: 3 clusters Score -3550835 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3551337.000000 Penalty: 5079.975586
	Iteration 4Q: 3 clusters Score -3551337 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -3551933.500000 Penalty: 5079.975586
	Iteration 5Q: 3 clusters Score -3551934 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3552678.250000 Penalty: 5079.975586
	Iteration 6Q: 3 clusters Score -3552678 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -3553556.000000 Penalty: 5079.975586
	Iteration 7F: 3 clusters Score -3553556 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3554675.000000 Penalty: 5079.975586
	Iteration 8F: 3 clusters Score -3554675 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3555910.750000 Penalty: 5079.975586
	Iteration 9F: 3 clusters Score -3555911 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3557162.250000 Penalty: 5079.975586
	Iteration 10F: 3 clusters Score -3557162 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3558183.500000 Penalty: 5079.975586
	Iteration 11Q: 3 clusters Score -3558184 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -3558878.250000 Penalty: 5079.975586
	Iteration 12Q: 3 clusters Score -3558878 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3559309.500000 Penalty: 5079.975586
	Iteration 13Q: 3 clusters Score -3559310 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -3559576.000000 Penalty: 5079.975586
	Iteration 14Q: 3 clusters Score -3559576 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -3559737.000000 Penalty: 5079.975586
	Iteration 15Q: 3 clusters Score -3559737 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -3559846.250000 Penalty: 5079.975586
	Iteration 16Q: 3 clusters Score -3559846 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3559920.500000 Penalty: 5079.975586
	Iteration 17Q: 3 clusters Score -3559920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -3559982.500000 Penalty: 5079.975586
	Iteration 18Q: 3 clusters Score -3559982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -3560003.250000 Penalty: 5079.975586
	Iteration 19Q: 3 clusters Score -3560003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3560025.250000 Penalty: 5079.975586
	Iteration 20F: 3 clusters Score -3560025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3560040.000000 Penalty: 5079.975586
	Iteration 21Q: 3 clusters Score -3560040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -3560054.500000 Penalty: 5079.975586
	Iteration 22Q: 3 clusters Score -3560054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -3560071.500000 Penalty: 5079.975586
	Iteration 23Q: 3 clusters Score -3560072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3560082.000000 Penalty: 5079.975586
	Iteration 24Q: 3 clusters Score -3560082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -3560085.500000 Penalty: 5079.975586
	Iteration 25Q: 3 clusters Score -3560086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -3560093.000000 Penalty: 5079.975586
	Iteration 26Q: 3 clusters Score -3560093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -3560101.000000 Penalty: 5079.975586
	Iteration 27Q: 3 clusters Score -3560101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -3560103.750000 Penalty: 5079.975586
	Iteration 28Q: 3 clusters Score -3560104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -3560101.000000 Penalty: 5079.975586
	Iteration 29Q: 3 clusters Score -3560101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -3560100.500000 Penalty: 5079.975586
	Iteration 30Q: 3 clusters Score -3560100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3560100.750000 Penalty: 5079.975586
	Iteration 31Q: 3 clusters Score -3560101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -3560101.750000 Penalty: 5079.975586
	Iteration 32Q: 3 clusters Score -3560102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -3560100.500000 Penalty: 5079.975586
	Iteration 33Q: 3 clusters Score -3560100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3560104.000000 Penalty: 5079.975586
	Iteration 34Q: 3 clusters Score -3560104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3560108.750000 Penalty: 5079.975586
	Iteration 35Q: 3 clusters Score -3560109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -3560106.750000 Penalty: 5079.975586
	Iteration 36Q: 3 clusters Score -3560107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -3560106.750000 Penalty: 5079.975586
	Iteration 37F: 3 clusters Score -3560107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Entering Unmasked Estep 
Score: -2187142.000000 Penalty: 2421.684570
	Iteration 0F: 2 clusters Score -2187142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2174801.750000 Penalty: 4843.369141
	Iteration 0F: 3 clusters Score -2174802 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2178962.250000 Penalty: 4843.369141
	Iteration 1F: 3 clusters Score -2178962 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2179542.250000 Penalty: 4843.369141
	Iteration 2F: 3 clusters Score -2179542 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2180149.750000 Penalty: 4843.369141
	Iteration 3F: 3 clusters Score -2180150 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2180803.750000 Penalty: 4843.369141
	Iteration 4F: 3 clusters Score -2180804 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2181515.500000 Penalty: 4843.369141
	Iteration 5F: 3 clusters Score -2181516 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2182281.750000 Penalty: 4843.369141
	Iteration 6F: 3 clusters Score -2182282 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2183089.750000 Penalty: 4843.369141
	Iteration 7F: 3 clusters Score -2183090 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2183897.750000 Penalty: 4843.369141
	Iteration 8F: 3 clusters Score -2183898 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2184482.750000 Penalty: 4843.369141
	Iteration 9Q: 3 clusters Score -2184483 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2184843.250000 Penalty: 4843.369141
	Iteration 10Q: 3 clusters Score -2184843 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2185060.250000 Penalty: 4843.369141
	Iteration 11Q: 3 clusters Score -2185060 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2185193.250000 Penalty: 4843.369141
	Iteration 12Q: 3 clusters Score -2185193 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2185297.000000 Penalty: 4843.369141
	Iteration 13Q: 3 clusters Score -2185297 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2185374.250000 Penalty: 4843.369141
	Iteration 14Q: 3 clusters Score -2185374 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2185437.000000 Penalty: 4843.369141
	Iteration 15Q: 3 clusters Score -2185437 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2185481.250000 Penalty: 4843.369141
	Iteration 16Q: 3 clusters Score -2185481 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2185518.250000 Penalty: 4843.369141
	Iteration 17Q: 3 clusters Score -2185518 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2185558.250000 Penalty: 4843.369141
	Iteration 18Q: 3 clusters Score -2185558 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2185599.500000 Penalty: 4843.369141
	Iteration 19Q: 3 clusters Score -2185600 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2185634.000000 Penalty: 4843.369141
	Iteration 20F: 3 clusters Score -2185634 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2185667.500000 Penalty: 4843.369141
	Iteration 21Q: 3 clusters Score -2185668 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2185695.750000 Penalty: 4843.369141
	Iteration 22Q: 3 clusters Score -2185696 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2185710.750000 Penalty: 4843.369141
	Iteration 23Q: 3 clusters Score -2185711 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2185751.250000 Penalty: 4843.369141
	Iteration 24Q: 3 clusters Score -2185751 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2185780.750000 Penalty: 4843.369141
	Iteration 25Q: 3 clusters Score -2185781 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2185807.000000 Penalty: 4843.369141
	Iteration 26Q: 3 clusters Score -2185807 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2185855.750000 Penalty: 4843.369141
	Iteration 27Q: 3 clusters Score -2185856 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2185918.500000 Penalty: 4843.369141
	Iteration 28Q: 3 clusters Score -2185918 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2185985.500000 Penalty: 4843.369141
	Iteration 29Q: 3 clusters Score -2185986 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2186091.000000 Penalty: 4843.369141
	Iteration 30Q: 3 clusters Score -2186091 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2186246.000000 Penalty: 4843.369141
	Iteration 31Q: 3 clusters Score -2186246 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2186496.750000 Penalty: 4843.369141
	Iteration 32Q: 3 clusters Score -2186497 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2186836.000000 Penalty: 4843.369141
	Iteration 33Q: 3 clusters Score -2186836 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2187392.750000 Penalty: 4843.369141
	Iteration 34Q: 3 clusters Score -2187393 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2188301.000000 Penalty: 4843.369141
	Iteration 35Q: 3 clusters Score -2188301 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2189318.750000 Penalty: 4843.369141
	Iteration 36Q: 3 clusters Score -2189319 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2189874.250000 Penalty: 4843.369141
	Iteration 37Q: 3 clusters Score -2189874 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2190114.250000 Penalty: 4843.369141
	Iteration 38Q: 3 clusters Score -2190114 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2190271.500000 Penalty: 4843.369141
	Iteration 39Q: 3 clusters Score -2190272 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2190450.250000 Penalty: 4843.369141
	Iteration 40F: 3 clusters Score -2190450 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2190617.750000 Penalty: 4843.369141
	Iteration 41Q: 3 clusters Score -2190618 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2190833.750000 Penalty: 4843.369141
	Iteration 42Q: 3 clusters Score -2190834 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2191215.000000 Penalty: 4843.369141
	Iteration 43Q: 3 clusters Score -2191215 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2191708.000000 Penalty: 4843.369141
	Iteration 44Q: 3 clusters Score -2191708 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2191948.750000 Penalty: 4843.369141
	Iteration 45Q: 3 clusters Score -2191949 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2192088.000000 Penalty: 4843.369141
	Iteration 46Q: 3 clusters Score -2192088 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2192146.250000 Penalty: 4843.369141
	Iteration 47Q: 3 clusters Score -2192146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2192189.500000 Penalty: 4843.369141
	Iteration 48Q: 3 clusters Score -2192190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2192197.750000 Penalty: 4843.369141
	Iteration 49Q: 3 clusters Score -2192198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2192199.250000 Penalty: 4843.369141
	Iteration 50Q: 3 clusters Score -2192199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2192197.500000 Penalty: 4843.369141
	Iteration 51Q: 3 clusters Score -2192198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2192199.000000 Penalty: 4843.369141
	Iteration 52Q: 3 clusters Score -2192199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2192199.000000 Penalty: 4843.369141
	Iteration 53Q: 3 clusters Score -2192199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2192198.250000 Penalty: 4843.369141
	Iteration 54Q: 3 clusters Score -2192198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2192198.250000 Penalty: 4843.369141
	Iteration 55F: 3 clusters Score -2192198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 75302 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 12849 members 
Mstep: Class 5 contains 14252 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 7 contains 20791 members 
Mstep: Class 8 contains 8226 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 12922 members 
Mstep: Class 11 contains 168438 members 
Mstep: Class 12 contains 18724 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 55825 members 
Mstep: Class 15 contains 15134 members 
Mstep: Class 16 contains 98223 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 11845 members 
Mstep: Class 19 contains 58725 members 
Mstep: Class 20 contains 24115 members 
Mstep: Class 21 contains 51022 members 
Mstep: Class 22 contains 28054 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 11049 members 
Mstep: Class 25 contains 26219 members 
Mstep: Class 26 contains 8757 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 19614 members 
Mstep: Class 29 contains 155221 members 
Mstep: Class 30 contains 25345 members 
Mstep: Class 31 contains 3730 members 
Mstep: Class 32 contains 180086 members 
Mstep: Class 33 contains 48223 members 
Mstep: Class 34 contains 354 members 
Mstep: Class 35 contains 803 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 7183 members 
Mstep: Class 38 contains 16823 members 
Mstep: Class 39 contains 4366 members 
Entering Unmasked Estep 
Score: -150942688.000000 Penalty: 135493.656250
Splitting cluster 23 changes total score from -150928816.000000 to -150942688.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 24 (11049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Entering Unmasked Estep 
Score: -1341121.625000 Penalty: 2308.903564
	Iteration 0F: 2 clusters Score -1341122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1332726.375000 Penalty: 4617.807129
	Iteration 0F: 3 clusters Score -1332726 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1335321.625000 Penalty: 4617.807129
	Iteration 1F: 3 clusters Score -1335322 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1335809.750000 Penalty: 4617.807129
	Iteration 2F: 3 clusters Score -1335810 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1336247.000000 Penalty: 4617.807129
	Iteration 3F: 3 clusters Score -1336247 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1336679.875000 Penalty: 4617.807129
	Iteration 4F: 3 clusters Score -1336680 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1337105.125000 Penalty: 4617.807129
	Iteration 5F: 3 clusters Score -1337105 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1337540.750000 Penalty: 4617.807129
	Iteration 6F: 3 clusters Score -1337541 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1337881.250000 Penalty: 4617.807129
	Iteration 7Q: 3 clusters Score -1337881 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1338161.000000 Penalty: 4617.807129
	Iteration 8Q: 3 clusters Score -1338161 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1338392.250000 Penalty: 4617.807129
	Iteration 9Q: 3 clusters Score -1338392 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1338582.625000 Penalty: 4617.807129
	Iteration 10Q: 3 clusters Score -1338583 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1338724.625000 Penalty: 4617.807129
	Iteration 11Q: 3 clusters Score -1338725 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1338835.625000 Penalty: 4617.807129
	Iteration 12Q: 3 clusters Score -1338836 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1338931.250000 Penalty: 4617.807129
	Iteration 13Q: 3 clusters Score -1338931 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1339011.625000 Penalty: 4617.807129
	Iteration 14Q: 3 clusters Score -1339012 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1339062.500000 Penalty: 4617.807129
	Iteration 15Q: 3 clusters Score -1339062 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1339101.750000 Penalty: 4617.807129
	Iteration 16Q: 3 clusters Score -1339102 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1339136.625000 Penalty: 4617.807129
	Iteration 17Q: 3 clusters Score -1339137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1339166.125000 Penalty: 4617.807129
	Iteration 18Q: 3 clusters Score -1339166 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1339186.500000 Penalty: 4617.807129
	Iteration 19Q: 3 clusters Score -1339186 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1339213.375000 Penalty: 4617.807129
	Iteration 20F: 3 clusters Score -1339213 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1339232.125000 Penalty: 4617.807129
	Iteration 21Q: 3 clusters Score -1339232 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1339258.250000 Penalty: 4617.807129
	Iteration 22Q: 3 clusters Score -1339258 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1339276.250000 Penalty: 4617.807129
	Iteration 23Q: 3 clusters Score -1339276 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1339294.750000 Penalty: 4617.807129
	Iteration 24Q: 3 clusters Score -1339295 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1339309.000000 Penalty: 4617.807129
	Iteration 25Q: 3 clusters Score -1339309 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1339315.125000 Penalty: 4617.807129
	Iteration 26Q: 3 clusters Score -1339315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1339331.625000 Penalty: 4617.807129
	Iteration 27Q: 3 clusters Score -1339332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1339341.750000 Penalty: 4617.807129
	Iteration 28Q: 3 clusters Score -1339342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1339347.000000 Penalty: 4617.807129
	Iteration 29Q: 3 clusters Score -1339347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1339357.375000 Penalty: 4617.807129
	Iteration 30Q: 3 clusters Score -1339357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1339372.125000 Penalty: 4617.807129
	Iteration 31Q: 3 clusters Score -1339372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1339381.625000 Penalty: 4617.807129
	Iteration 32Q: 3 clusters Score -1339382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1339394.625000 Penalty: 4617.807129
	Iteration 33Q: 3 clusters Score -1339395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1339403.500000 Penalty: 4617.807129
	Iteration 34Q: 3 clusters Score -1339404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1339414.625000 Penalty: 4617.807129
	Iteration 35Q: 3 clusters Score -1339415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1339421.000000 Penalty: 4617.807129
	Iteration 36Q: 3 clusters Score -1339421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1339427.250000 Penalty: 4617.807129
	Iteration 37Q: 3 clusters Score -1339427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1339434.375000 Penalty: 4617.807129
	Iteration 38Q: 3 clusters Score -1339434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1339435.625000 Penalty: 4617.807129
	Iteration 39Q: 3 clusters Score -1339436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1339437.875000 Penalty: 4617.807129
	Iteration 40F: 3 clusters Score -1339438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1339438.375000 Penalty: 4617.807129
	Iteration 41Q: 3 clusters Score -1339438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1339443.000000 Penalty: 4617.807129
	Iteration 42Q: 3 clusters Score -1339443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1339441.625000 Penalty: 4617.807129
	Iteration 43Q: 3 clusters Score -1339442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1339446.125000 Penalty: 4617.807129
	Iteration 44Q: 3 clusters Score -1339446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1339448.250000 Penalty: 4617.807129
	Iteration 45Q: 3 clusters Score -1339448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1339450.750000 Penalty: 4617.807129
	Iteration 46Q: 3 clusters Score -1339451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1339455.125000 Penalty: 4617.807129
	Iteration 47Q: 3 clusters Score -1339455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1339457.250000 Penalty: 4617.807129
	Iteration 48Q: 3 clusters Score -1339457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1339459.250000 Penalty: 4617.807129
	Iteration 49Q: 3 clusters Score -1339459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1339456.375000 Penalty: 4617.807129
	Iteration 50Q: 3 clusters Score -1339456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1339457.750000 Penalty: 4617.807129
	Iteration 51Q: 3 clusters Score -1339458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1339458.500000 Penalty: 4617.807129
	Iteration 52Q: 3 clusters Score -1339458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1339460.875000 Penalty: 4617.807129
	Iteration 53Q: 3 clusters Score -1339461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1339464.250000 Penalty: 4617.807129
	Iteration 54Q: 3 clusters Score -1339464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1339466.250000 Penalty: 4617.807129
	Iteration 55Q: 3 clusters Score -1339466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1339470.000000 Penalty: 4617.807129
	Iteration 56Q: 3 clusters Score -1339470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1339471.375000 Penalty: 4617.807129
	Iteration 57Q: 3 clusters Score -1339471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1339479.875000 Penalty: 4617.807129
	Iteration 58Q: 3 clusters Score -1339480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1339483.375000 Penalty: 4617.807129
	Iteration 59Q: 3 clusters Score -1339483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1339486.375000 Penalty: 4617.807129
	Iteration 60F: 3 clusters Score -1339486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1339486.375000 Penalty: 4617.807129
	Iteration 61Q: 3 clusters Score -1339486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1339489.125000 Penalty: 4617.807129
	Iteration 62Q: 3 clusters Score -1339489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1339493.500000 Penalty: 4617.807129
	Iteration 63Q: 3 clusters Score -1339494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1339504.500000 Penalty: 4617.807129
	Iteration 64Q: 3 clusters Score -1339504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1339508.875000 Penalty: 4617.807129
	Iteration 65Q: 3 clusters Score -1339509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1339510.750000 Penalty: 4617.807129
	Iteration 66Q: 3 clusters Score -1339511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1339515.625000 Penalty: 4617.807129
	Iteration 67Q: 3 clusters Score -1339516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1339525.500000 Penalty: 4617.807129
	Iteration 68Q: 3 clusters Score -1339526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1339532.875000 Penalty: 4617.807129
	Iteration 69Q: 3 clusters Score -1339533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1339538.250000 Penalty: 4617.807129
	Iteration 70Q: 3 clusters Score -1339538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1339546.375000 Penalty: 4617.807129
	Iteration 71Q: 3 clusters Score -1339546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1339548.875000 Penalty: 4617.807129
	Iteration 72Q: 3 clusters Score -1339549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1339550.750000 Penalty: 4617.807129
	Iteration 73Q: 3 clusters Score -1339551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1339553.625000 Penalty: 4617.807129
	Iteration 74Q: 3 clusters Score -1339554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1339554.875000 Penalty: 4617.807129
	Iteration 75Q: 3 clusters Score -1339555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1339560.500000 Penalty: 4617.807129
	Iteration 76Q: 3 clusters Score -1339560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1339564.000000 Penalty: 4617.807129
	Iteration 77Q: 3 clusters Score -1339564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1339566.500000 Penalty: 4617.807129
	Iteration 78Q: 3 clusters Score -1339566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1339568.250000 Penalty: 4617.807129
	Iteration 79Q: 3 clusters Score -1339568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1339569.375000 Penalty: 4617.807129
	Iteration 80F: 3 clusters Score -1339569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1339570.500000 Penalty: 4617.807129
	Iteration 81Q: 3 clusters Score -1339570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1339571.375000 Penalty: 4617.807129
	Iteration 82Q: 3 clusters Score -1339571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1339573.000000 Penalty: 4617.807129
	Iteration 83Q: 3 clusters Score -1339573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1339573.000000 Penalty: 4617.807129
	Iteration 84F: 3 clusters Score -1339573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (26219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Entering Unmasked Estep 
Score: -3177431.000000 Penalty: 2523.211426
	Iteration 0F: 2 clusters Score -3177431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3159515.750000 Penalty: 5046.422852
	Iteration 0F: 3 clusters Score -3159516 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3167009.750000 Penalty: 5046.422852
	Iteration 1F: 3 clusters Score -3167010 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3168610.250000 Penalty: 5046.422852
	Iteration 2F: 3 clusters Score -3168610 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3170153.500000 Penalty: 5046.422852
	Iteration 3F: 3 clusters Score -3170154 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3171626.000000 Penalty: 5046.422852
	Iteration 4F: 3 clusters Score -3171626 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3172949.750000 Penalty: 5046.422852
	Iteration 5F: 3 clusters Score -3172950 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3173909.000000 Penalty: 5046.422852
	Iteration 6F: 3 clusters Score -3173909 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -3174504.750000 Penalty: 5046.422852
	Iteration 7Q: 3 clusters Score -3174505 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3174897.250000 Penalty: 5046.422852
	Iteration 8Q: 3 clusters Score -3174897 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -3175156.750000 Penalty: 5046.422852
	Iteration 9Q: 3 clusters Score -3175157 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -3175365.250000 Penalty: 5046.422852
	Iteration 10Q: 3 clusters Score -3175365 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -3175509.750000 Penalty: 5046.422852
	Iteration 11Q: 3 clusters Score -3175510 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3175608.750000 Penalty: 5046.422852
	Iteration 12Q: 3 clusters Score -3175609 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -3175692.500000 Penalty: 5046.422852
	Iteration 13Q: 3 clusters Score -3175692 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -3175765.250000 Penalty: 5046.422852
	Iteration 14Q: 3 clusters Score -3175765 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -3175828.250000 Penalty: 5046.422852
	Iteration 15Q: 3 clusters Score -3175828 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -3175887.500000 Penalty: 5046.422852
	Iteration 16Q: 3 clusters Score -3175888 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -3175965.250000 Penalty: 5046.422852
	Iteration 17Q: 3 clusters Score -3175965 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -3176045.750000 Penalty: 5046.422852
	Iteration 18Q: 3 clusters Score -3176046 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -3176152.250000 Penalty: 5046.422852
	Iteration 19Q: 3 clusters Score -3176152 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -3176251.500000 Penalty: 5046.422852
	Iteration 20F: 3 clusters Score -3176252 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -3176340.500000 Penalty: 5046.422852
	Iteration 21Q: 3 clusters Score -3176340 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -3176428.750000 Penalty: 5046.422852
	Iteration 22Q: 3 clusters Score -3176429 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -3176484.750000 Penalty: 5046.422852
	Iteration 23Q: 3 clusters Score -3176485 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -3176558.750000 Penalty: 5046.422852
	Iteration 24Q: 3 clusters Score -3176559 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -3176615.250000 Penalty: 5046.422852
	Iteration 25Q: 3 clusters Score -3176615 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -3176654.000000 Penalty: 5046.422852
	Iteration 26Q: 3 clusters Score -3176654 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -3176700.750000 Penalty: 5046.422852
	Iteration 27Q: 3 clusters Score -3176701 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -3176726.750000 Penalty: 5046.422852
	Iteration 28Q: 3 clusters Score -3176727 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -3176769.750000 Penalty: 5046.422852
	Iteration 29Q: 3 clusters Score -3176770 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3176789.250000 Penalty: 5046.422852
	Iteration 30Q: 3 clusters Score -3176789 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -3176821.500000 Penalty: 5046.422852
	Iteration 31Q: 3 clusters Score -3176822 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3176846.000000 Penalty: 5046.422852
	Iteration 32Q: 3 clusters Score -3176846 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -3176865.750000 Penalty: 5046.422852
	Iteration 33Q: 3 clusters Score -3176866 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -3176888.750000 Penalty: 5046.422852
	Iteration 34Q: 3 clusters Score -3176889 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -3176917.500000 Penalty: 5046.422852
	Iteration 35Q: 3 clusters Score -3176918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -3176934.250000 Penalty: 5046.422852
	Iteration 36Q: 3 clusters Score -3176934 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -3176949.250000 Penalty: 5046.422852
	Iteration 37Q: 3 clusters Score -3176949 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3176970.500000 Penalty: 5046.422852
	Iteration 38Q: 3 clusters Score -3176970 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3176993.250000 Penalty: 5046.422852
	Iteration 39Q: 3 clusters Score -3176993 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -3177011.750000 Penalty: 5046.422852
	Iteration 40F: 3 clusters Score -3177012 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -3177012.000000 Penalty: 5046.422852
	Iteration 41Q: 3 clusters Score -3177012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -3177028.750000 Penalty: 5046.422852
	Iteration 42Q: 3 clusters Score -3177029 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3177038.750000 Penalty: 5046.422852
	Iteration 43Q: 3 clusters Score -3177039 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3177057.000000 Penalty: 5046.422852
	Iteration 44Q: 3 clusters Score -3177057 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -3177079.000000 Penalty: 5046.422852
	Iteration 45Q: 3 clusters Score -3177079 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -3177118.500000 Penalty: 5046.422852
	Iteration 46Q: 3 clusters Score -3177118 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3177160.500000 Penalty: 5046.422852
	Iteration 47Q: 3 clusters Score -3177160 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3177209.500000 Penalty: 5046.422852
	Iteration 48Q: 3 clusters Score -3177210 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3177319.500000 Penalty: 5046.422852
	Iteration 49Q: 3 clusters Score -3177320 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -3177485.250000 Penalty: 5046.422852
	Iteration 50Q: 3 clusters Score -3177485 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3177654.250000 Penalty: 5046.422852
	Iteration 51Q: 3 clusters Score -3177654 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -3177757.750000 Penalty: 5046.422852
	Iteration 52Q: 3 clusters Score -3177758 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3177800.000000 Penalty: 5046.422852
	Iteration 53Q: 3 clusters Score -3177800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -3177822.750000 Penalty: 5046.422852
	Iteration 54Q: 3 clusters Score -3177823 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3177836.000000 Penalty: 5046.422852
	Iteration 55Q: 3 clusters Score -3177836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -3177841.500000 Penalty: 5046.422852
	Iteration 56Q: 3 clusters Score -3177842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -3177846.500000 Penalty: 5046.422852
	Iteration 57Q: 3 clusters Score -3177846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -3177850.000000 Penalty: 5046.422852
	Iteration 58Q: 3 clusters Score -3177850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -3177859.000000 Penalty: 5046.422852
	Iteration 59Q: 3 clusters Score -3177859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3177852.750000 Penalty: 5046.422852
	Iteration 60F: 3 clusters Score -3177853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3177854.000000 Penalty: 5046.422852
	Iteration 61Q: 3 clusters Score -3177854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3177853.750000 Penalty: 5046.422852
	Iteration 62Q: 3 clusters Score -3177854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3177853.500000 Penalty: 5046.422852
	Iteration 63Q: 3 clusters Score -3177854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3177856.500000 Penalty: 5046.422852
	Iteration 64Q: 3 clusters Score -3177856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3177857.500000 Penalty: 5046.422852
	Iteration 65Q: 3 clusters Score -3177858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3177857.500000 Penalty: 5046.422852
	Iteration 66F: 3 clusters Score -3177858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 75302 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 12849 members 
Mstep: Class 5 contains 14252 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 7 contains 20791 members 
Mstep: Class 8 contains 8226 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 12922 members 
Mstep: Class 11 contains 168438 members 
Mstep: Class 12 contains 18724 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 55825 members 
Mstep: Class 15 contains 15134 members 
Mstep: Class 16 contains 98223 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 11845 members 
Mstep: Class 19 contains 58725 members 
Mstep: Class 20 contains 24115 members 
Mstep: Class 21 contains 51022 members 
Mstep: Class 22 contains 28054 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 11049 members 
Mstep: Class 25 contains 1970 members 
Mstep: Class 26 contains 8757 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 19614 members 
Mstep: Class 29 contains 155221 members 
Mstep: Class 30 contains 25345 members 
Mstep: Class 31 contains 3730 members 
Mstep: Class 32 contains 180086 members 
Mstep: Class 33 contains 48223 members 
Mstep: Class 34 contains 354 members 
Mstep: Class 35 contains 803 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 7183 members 
Mstep: Class 38 contains 16823 members 
Mstep: Class 39 contains 4366 members 
Mstep: Class 40 contains 24249 members 
Entering Unmasked Estep 
Score: -150942352.000000 Penalty: 138967.843750
Splitting cluster 25 changes total score from -150928816.000000 to -150942352.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 26 (8757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Entering Unmasked Estep 
Score: -999777.750000 Penalty: 2251.247070
	Iteration 0F: 2 clusters Score -999777.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -993040.000000 Penalty: 4502.494141
	Iteration 0F: 3 clusters Score -993040 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -995573.125000 Penalty: 4502.494141
	Iteration 1F: 3 clusters Score -995573.1 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -996821.312500 Penalty: 4502.494141
	Iteration 2F: 3 clusters Score -996821.3 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -998167.562500 Penalty: 4502.494141
	Iteration 3F: 3 clusters Score -998167.6 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -999366.750000 Penalty: 4502.494141
	Iteration 4F: 3 clusters Score -999366.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -999985.937500 Penalty: 4502.494141
	Iteration 5F: 3 clusters Score -999985.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1000230.437500 Penalty: 4502.494141
	Iteration 6Q: 3 clusters Score -1000230 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1000311.125000 Penalty: 4502.494141
	Iteration 7Q: 3 clusters Score -1000311 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1000347.312500 Penalty: 4502.494141
	Iteration 8Q: 3 clusters Score -1000347 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1000367.750000 Penalty: 4502.494141
	Iteration 9Q: 3 clusters Score -1000368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1000376.687500 Penalty: 4502.494141
	Iteration 10Q: 3 clusters Score -1000377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1000381.750000 Penalty: 4502.494141
	Iteration 11Q: 3 clusters Score -1000382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1000384.312500 Penalty: 4502.494141
	Iteration 12Q: 3 clusters Score -1000384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1000383.875000 Penalty: 4502.494141
	Iteration 13Q: 3 clusters Score -1000384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1000385.562500 Penalty: 4502.494141
	Iteration 14Q: 3 clusters Score -1000386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1000388.875000 Penalty: 4502.494141
	Iteration 15Q: 3 clusters Score -1000389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1000390.000000 Penalty: 4502.494141
	Iteration 16Q: 3 clusters Score -1000390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1000391.687500 Penalty: 4502.494141
	Iteration 17Q: 3 clusters Score -1000392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1000393.375000 Penalty: 4502.494141
	Iteration 18Q: 3 clusters Score -1000393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1000394.937500 Penalty: 4502.494141
	Iteration 19Q: 3 clusters Score -1000395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1000397.812500 Penalty: 4502.494141
	Iteration 20F: 3 clusters Score -1000398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1000400.375000 Penalty: 4502.494141
	Iteration 21Q: 3 clusters Score -1000400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1000404.062500 Penalty: 4502.494141
	Iteration 22Q: 3 clusters Score -1000404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1000404.750000 Penalty: 4502.494141
	Iteration 23Q: 3 clusters Score -1000405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1000407.312500 Penalty: 4502.494141
	Iteration 24Q: 3 clusters Score -1000407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1000408.187500 Penalty: 4502.494141
	Iteration 25Q: 3 clusters Score -1000408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1000410.000000 Penalty: 4502.494141
	Iteration 26Q: 3 clusters Score -1000410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1000409.000000 Penalty: 4502.494141
	Iteration 27Q: 3 clusters Score -1000409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1000408.875000 Penalty: 4502.494141
	Iteration 28Q: 3 clusters Score -1000409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1000408.875000 Penalty: 4502.494141
	Iteration 29F: 3 clusters Score -1000409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 75302 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 12849 members 
Mstep: Class 5 contains 14252 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 7 contains 20791 members 
Mstep: Class 8 contains 8226 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 12922 members 
Mstep: Class 11 contains 168438 members 
Mstep: Class 12 contains 18724 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 55825 members 
Mstep: Class 15 contains 15134 members 
Mstep: Class 16 contains 98223 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 11845 members 
Mstep: Class 19 contains 58725 members 
Mstep: Class 20 contains 24115 members 
Mstep: Class 21 contains 51022 members 
Mstep: Class 22 contains 28054 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 11049 members 
Mstep: Class 25 contains 1970 members 
Mstep: Class 26 contains 5115 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 19614 members 
Mstep: Class 29 contains 155221 members 
Mstep: Class 30 contains 25345 members 
Mstep: Class 31 contains 3730 members 
Mstep: Class 32 contains 180086 members 
Mstep: Class 33 contains 48223 members 
Mstep: Class 34 contains 354 members 
Mstep: Class 35 contains 803 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 7183 members 
Mstep: Class 38 contains 16823 members 
Mstep: Class 39 contains 4366 members 
Mstep: Class 40 contains 24249 members 
Mstep: Class 41 contains 3642 members 
Entering Unmasked Estep 
Score: -150941792.000000 Penalty: 142442.046875
Splitting cluster 26 changes total score from -150928816.000000 to -150941792.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 27 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -125669.101562 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -125669.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -123752.070312 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -123752.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -124130.164062 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -124130.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -124264.039062 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -124264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -124360.593750 Penalty: 3448.553467
	Iteration 3Q: 3 clusters Score -124360.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -124437.242188 Penalty: 3448.553467
	Iteration 4Q: 3 clusters Score -124437.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -124506.171875 Penalty: 3448.553467
	Iteration 5Q: 3 clusters Score -124506.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -124551.164062 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -124551.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -124570.750000 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -124570.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -124587.734375 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -124587.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -124606.531250 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -124606.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -124624.523438 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -124624.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -124636.804688 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -124636.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -124645.992188 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -124646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -124649.328125 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -124649.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -124659.898438 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -124659.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -124673.132812 Penalty: 3448.553467
	Iteration 15Q: 3 clusters Score -124673.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -124681.101562 Penalty: 3448.553467
	Iteration 16Q: 3 clusters Score -124681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -124682.296875 Penalty: 3448.553467
	Iteration 17Q: 3 clusters Score -124682.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -124686.789062 Penalty: 3448.553467
	Iteration 18Q: 3 clusters Score -124686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -124691.523438 Penalty: 3448.553467
	Iteration 19Q: 3 clusters Score -124691.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -124698.101562 Penalty: 3448.553467
	Iteration 20F: 3 clusters Score -124698.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -124704.679688 Penalty: 3448.553467
	Iteration 21Q: 3 clusters Score -124704.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -124713.125000 Penalty: 3448.553467
	Iteration 22Q: 3 clusters Score -124713.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -124719.039062 Penalty: 3448.553467
	Iteration 23Q: 3 clusters Score -124719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -124723.359375 Penalty: 3448.553467
	Iteration 24Q: 3 clusters Score -124723.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -124726.929688 Penalty: 3448.553467
	Iteration 25Q: 3 clusters Score -124726.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -124730.625000 Penalty: 3448.553467
	Iteration 26Q: 3 clusters Score -124730.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -124731.554688 Penalty: 3448.553467
	Iteration 27Q: 3 clusters Score -124731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -124732.031250 Penalty: 3448.553467
	Iteration 28Q: 3 clusters Score -124732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -124734.437500 Penalty: 3448.553467
	Iteration 29Q: 3 clusters Score -124734.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -124736.320312 Penalty: 3448.553467
	Iteration 30Q: 3 clusters Score -124736.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -124740.734375 Penalty: 3448.553467
	Iteration 31Q: 3 clusters Score -124740.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -124742.382812 Penalty: 3448.553467
	Iteration 32Q: 3 clusters Score -124742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -124742.656250 Penalty: 3448.553467
	Iteration 33Q: 3 clusters Score -124742.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -124742.656250 Penalty: 3448.553467
	Iteration 34F: 3 clusters Score -124742.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Entering Unmasked Estep 
Score: -2556334.250000 Penalty: 2451.231689
	Iteration 0F: 2 clusters Score -2556334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2542539.750000 Penalty: 4902.463379
	Iteration 0F: 3 clusters Score -2542540 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2547189.000000 Penalty: 4902.463379
	Iteration 1F: 3 clusters Score -2547189 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2547694.250000 Penalty: 4902.463379
	Iteration 2F: 3 clusters Score -2547694 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2548184.250000 Penalty: 4902.463379
	Iteration 3F: 3 clusters Score -2548184 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2548847.750000 Penalty: 4902.463379
	Iteration 4F: 3 clusters Score -2548848 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2549713.250000 Penalty: 4902.463379
	Iteration 5F: 3 clusters Score -2549713 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2550821.250000 Penalty: 4902.463379
	Iteration 6F: 3 clusters Score -2550821 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2551926.500000 Penalty: 4902.463379
	Iteration 7F: 3 clusters Score -2551926 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2552932.500000 Penalty: 4902.463379
	Iteration 8F: 3 clusters Score -2552932 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2553800.000000 Penalty: 4902.463379
	Iteration 9Q: 3 clusters Score -2553800 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2554494.750000 Penalty: 4902.463379
	Iteration 10Q: 3 clusters Score -2554495 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2554919.500000 Penalty: 4902.463379
	Iteration 11Q: 3 clusters Score -2554920 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2555147.500000 Penalty: 4902.463379
	Iteration 12Q: 3 clusters Score -2555148 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2555249.750000 Penalty: 4902.463379
	Iteration 13Q: 3 clusters Score -2555250 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2555303.250000 Penalty: 4902.463379
	Iteration 14Q: 3 clusters Score -2555303 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2555337.000000 Penalty: 4902.463379
	Iteration 15Q: 3 clusters Score -2555337 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2555357.500000 Penalty: 4902.463379
	Iteration 16Q: 3 clusters Score -2555358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2555376.500000 Penalty: 4902.463379
	Iteration 17Q: 3 clusters Score -2555376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2555381.250000 Penalty: 4902.463379
	Iteration 18Q: 3 clusters Score -2555381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2555383.000000 Penalty: 4902.463379
	Iteration 19Q: 3 clusters Score -2555383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2555386.000000 Penalty: 4902.463379
	Iteration 20F: 3 clusters Score -2555386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2555382.750000 Penalty: 4902.463379
	Iteration 21Q: 3 clusters Score -2555383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2555383.750000 Penalty: 4902.463379
	Iteration 22Q: 3 clusters Score -2555384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2555383.000000 Penalty: 4902.463379
	Iteration 23Q: 3 clusters Score -2555383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2555381.500000 Penalty: 4902.463379
	Iteration 24Q: 3 clusters Score -2555382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2555387.000000 Penalty: 4902.463379
	Iteration 25Q: 3 clusters Score -2555387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2555389.000000 Penalty: 4902.463379
	Iteration 26Q: 3 clusters Score -2555389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2555387.500000 Penalty: 4902.463379
	Iteration 27Q: 3 clusters Score -2555388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2555387.500000 Penalty: 4902.463379
	Iteration 28F: 3 clusters Score -2555388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (155221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155221 members 
Entering Unmasked Estep 
Score: -19961338.000000 Penalty: 2964.246094
	Iteration 0F: 2 clusters Score -1.996134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77350 members 
Mstep: Class 2 contains 77871 members 
Entering Unmasked Estep 
Score: -19858120.000000 Penalty: 5928.492188
	Iteration 0F: 3 clusters Score -1.985812e+07 nChanged 74257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74361 members 
Mstep: Class 2 contains 80860 members 
Entering Unmasked Estep 
Score: -19900996.000000 Penalty: 5928.492188
	Iteration 1F: 3 clusters Score -1.9901e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72037 members 
Mstep: Class 2 contains 83184 members 
Entering Unmasked Estep 
Score: -19901758.000000 Penalty: 5928.492188
	Iteration 2Q: 3 clusters Score -1.990176e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68388 members 
Mstep: Class 2 contains 86833 members 
Entering Unmasked Estep 
Score: -19903152.000000 Penalty: 5928.492188
	Iteration 3Q: 3 clusters Score -1.990315e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 92412 members 
Entering Unmasked Estep 
Score: -19905478.000000 Penalty: 5928.492188
	Iteration 4Q: 3 clusters Score -1.990548e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 100747 members 
Entering Unmasked Estep 
Score: -19910068.000000 Penalty: 5928.492188
	Iteration 5F: 3 clusters Score -1.991007e+07 nChanged 11791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 112468 members 
Entering Unmasked Estep 
Score: -19918344.000000 Penalty: 5928.492188
	Iteration 6F: 3 clusters Score -1.991834e+07 nChanged 14386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 126848 members 
Entering Unmasked Estep 
Score: -19931066.000000 Penalty: 5928.492188
	Iteration 7F: 3 clusters Score -1.993107e+07 nChanged 13855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 140701 members 
Entering Unmasked Estep 
Score: -19944660.000000 Penalty: 5928.492188
	Iteration 8F: 3 clusters Score -1.994466e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 149748 members 
Entering Unmasked Estep 
Score: -19953698.000000 Penalty: 5928.492188
	Iteration 9F: 3 clusters Score -1.99537e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 153589 members 
Entering Unmasked Estep 
Score: -19957310.000000 Penalty: 5928.492188
	Iteration 10Q: 3 clusters Score -1.995731e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 154648 members 
Entering Unmasked Estep 
Score: -19958286.000000 Penalty: 5928.492188
	Iteration 11Q: 3 clusters Score -1.995829e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 154862 members 
Entering Unmasked Estep 
Score: -19958536.000000 Penalty: 5928.492188
	Iteration 12Q: 3 clusters Score -1.995854e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 154915 members 
Entering Unmasked Estep 
Score: -19958606.000000 Penalty: 5928.492188
	Iteration 13Q: 3 clusters Score -1.995861e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 154939 members 
Entering Unmasked Estep 
Score: -19958654.000000 Penalty: 5928.492188
	Iteration 14Q: 3 clusters Score -1.995865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 154949 members 
Entering Unmasked Estep 
Score: -19958684.000000 Penalty: 5928.492188
	Iteration 15Q: 3 clusters Score -1.995868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 154953 members 
Entering Unmasked Estep 
Score: -19958702.000000 Penalty: 5928.492188
	Iteration 16Q: 3 clusters Score -1.99587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 154951 members 
Entering Unmasked Estep 
Score: -19958708.000000 Penalty: 5928.492188
	Iteration 17Q: 3 clusters Score -1.995871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 154954 members 
Entering Unmasked Estep 
Score: -19958712.000000 Penalty: 5928.492188
	Iteration 18Q: 3 clusters Score -1.995871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 154955 members 
Entering Unmasked Estep 
Score: -19958736.000000 Penalty: 5928.492188
	Iteration 19Q: 3 clusters Score -1.995874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 154958 members 
Entering Unmasked Estep 
Score: -19958738.000000 Penalty: 5928.492188
	Iteration 20F: 3 clusters Score -1.995874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 154959 members 
Entering Unmasked Estep 
Score: -19958734.000000 Penalty: 5928.492188
	Iteration 21Q: 3 clusters Score -1.995873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 154961 members 
Entering Unmasked Estep 
Score: -19958740.000000 Penalty: 5928.492188
	Iteration 22Q: 3 clusters Score -1.995874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 154961 members 
Entering Unmasked Estep 
Score: -19958740.000000 Penalty: 5928.492188
	Iteration 23F: 3 clusters Score -1.995874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Entering Unmasked Estep 
Score: -3079576.000000 Penalty: 2514.803467
	Iteration 0F: 2 clusters Score -3079576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3061936.250000 Penalty: 5029.606934
	Iteration 0F: 3 clusters Score -3061936 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3068458.500000 Penalty: 5029.606934
	Iteration 1F: 3 clusters Score -3068458 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3069193.500000 Penalty: 5029.606934
	Iteration 2F: 3 clusters Score -3069194 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3069834.000000 Penalty: 5029.606934
	Iteration 3F: 3 clusters Score -3069834 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3070521.750000 Penalty: 5029.606934
	Iteration 4F: 3 clusters Score -3070522 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3071141.750000 Penalty: 5029.606934
	Iteration 5F: 3 clusters Score -3071142 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -3071772.500000 Penalty: 5029.606934
	Iteration 6Q: 3 clusters Score -3071772 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3072348.250000 Penalty: 5029.606934
	Iteration 7Q: 3 clusters Score -3072348 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3072930.500000 Penalty: 5029.606934
	Iteration 8Q: 3 clusters Score -3072930 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -3073402.000000 Penalty: 5029.606934
	Iteration 9Q: 3 clusters Score -3073402 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3073869.250000 Penalty: 5029.606934
	Iteration 10Q: 3 clusters Score -3073869 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -3074260.250000 Penalty: 5029.606934
	Iteration 11Q: 3 clusters Score -3074260 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -3074548.000000 Penalty: 5029.606934
	Iteration 12Q: 3 clusters Score -3074548 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -3074715.750000 Penalty: 5029.606934
	Iteration 13Q: 3 clusters Score -3074716 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3074859.500000 Penalty: 5029.606934
	Iteration 14Q: 3 clusters Score -3074860 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3074991.250000 Penalty: 5029.606934
	Iteration 15Q: 3 clusters Score -3074991 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -3075076.000000 Penalty: 5029.606934
	Iteration 16Q: 3 clusters Score -3075076 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -3075165.000000 Penalty: 5029.606934
	Iteration 17Q: 3 clusters Score -3075165 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3075248.750000 Penalty: 5029.606934
	Iteration 18Q: 3 clusters Score -3075249 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3075361.000000 Penalty: 5029.606934
	Iteration 19Q: 3 clusters Score -3075361 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -3075420.250000 Penalty: 5029.606934
	Iteration 20F: 3 clusters Score -3075420 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -3075505.000000 Penalty: 5029.606934
	Iteration 21Q: 3 clusters Score -3075505 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3075559.250000 Penalty: 5029.606934
	Iteration 22Q: 3 clusters Score -3075559 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3075649.500000 Penalty: 5029.606934
	Iteration 23Q: 3 clusters Score -3075650 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -3075757.000000 Penalty: 5029.606934
	Iteration 24Q: 3 clusters Score -3075757 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3075881.500000 Penalty: 5029.606934
	Iteration 25Q: 3 clusters Score -3075882 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -3076013.750000 Penalty: 5029.606934
	Iteration 26Q: 3 clusters Score -3076014 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -3076168.000000 Penalty: 5029.606934
	Iteration 27Q: 3 clusters Score -3076168 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3076357.000000 Penalty: 5029.606934
	Iteration 28Q: 3 clusters Score -3076357 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -3076531.750000 Penalty: 5029.606934
	Iteration 29Q: 3 clusters Score -3076532 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -3076708.000000 Penalty: 5029.606934
	Iteration 30Q: 3 clusters Score -3076708 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -3076860.250000 Penalty: 5029.606934
	Iteration 31Q: 3 clusters Score -3076860 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -3076995.000000 Penalty: 5029.606934
	Iteration 32Q: 3 clusters Score -3076995 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -3077111.750000 Penalty: 5029.606934
	Iteration 33Q: 3 clusters Score -3077112 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -3077195.000000 Penalty: 5029.606934
	Iteration 34Q: 3 clusters Score -3077195 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3077257.000000 Penalty: 5029.606934
	Iteration 35Q: 3 clusters Score -3077257 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -3077326.000000 Penalty: 5029.606934
	Iteration 36Q: 3 clusters Score -3077326 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3077391.750000 Penalty: 5029.606934
	Iteration 37Q: 3 clusters Score -3077392 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3077434.250000 Penalty: 5029.606934
	Iteration 38Q: 3 clusters Score -3077434 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -3077474.000000 Penalty: 5029.606934
	Iteration 39Q: 3 clusters Score -3077474 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3077524.750000 Penalty: 5029.606934
	Iteration 40F: 3 clusters Score -3077525 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -3077578.250000 Penalty: 5029.606934
	Iteration 41Q: 3 clusters Score -3077578 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -3077642.250000 Penalty: 5029.606934
	Iteration 42Q: 3 clusters Score -3077642 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -3077688.750000 Penalty: 5029.606934
	Iteration 43Q: 3 clusters Score -3077689 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3077733.750000 Penalty: 5029.606934
	Iteration 44Q: 3 clusters Score -3077734 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3077767.750000 Penalty: 5029.606934
	Iteration 45Q: 3 clusters Score -3077768 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3077799.750000 Penalty: 5029.606934
	Iteration 46Q: 3 clusters Score -3077800 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3077834.000000 Penalty: 5029.606934
	Iteration 47Q: 3 clusters Score -3077834 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3077864.000000 Penalty: 5029.606934
	Iteration 48Q: 3 clusters Score -3077864 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -3077903.500000 Penalty: 5029.606934
	Iteration 49Q: 3 clusters Score -3077904 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3077928.250000 Penalty: 5029.606934
	Iteration 50Q: 3 clusters Score -3077928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -3077951.500000 Penalty: 5029.606934
	Iteration 51Q: 3 clusters Score -3077952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3077965.500000 Penalty: 5029.606934
	Iteration 52Q: 3 clusters Score -3077966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3077979.750000 Penalty: 5029.606934
	Iteration 53Q: 3 clusters Score -3077980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3077995.250000 Penalty: 5029.606934
	Iteration 54Q: 3 clusters Score -3077995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3078007.750000 Penalty: 5029.606934
	Iteration 55Q: 3 clusters Score -3078008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -3078010.250000 Penalty: 5029.606934
	Iteration 56Q: 3 clusters Score -3078010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3078022.000000 Penalty: 5029.606934
	Iteration 57Q: 3 clusters Score -3078022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -3078025.250000 Penalty: 5029.606934
	Iteration 58Q: 3 clusters Score -3078025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -3078036.250000 Penalty: 5029.606934
	Iteration 59Q: 3 clusters Score -3078036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3078041.000000 Penalty: 5029.606934
	Iteration 60F: 3 clusters Score -3078041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -3078047.000000 Penalty: 5029.606934
	Iteration 61Q: 3 clusters Score -3078047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3078051.500000 Penalty: 5029.606934
	Iteration 62Q: 3 clusters Score -3078052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -3078063.000000 Penalty: 5029.606934
	Iteration 63Q: 3 clusters Score -3078063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3078063.000000 Penalty: 5029.606934
	Iteration 64Q: 3 clusters Score -3078063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3078064.000000 Penalty: 5029.606934
	Iteration 65Q: 3 clusters Score -3078064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3078070.500000 Penalty: 5029.606934
	Iteration 66Q: 3 clusters Score -3078070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3078070.750000 Penalty: 5029.606934
	Iteration 67Q: 3 clusters Score -3078071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -3078077.000000 Penalty: 5029.606934
	Iteration 68Q: 3 clusters Score -3078077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3078077.250000 Penalty: 5029.606934
	Iteration 69Q: 3 clusters Score -3078077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -3078073.250000 Penalty: 5029.606934
	Iteration 70Q: 3 clusters Score -3078073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -3078078.750000 Penalty: 5029.606934
	Iteration 71Q: 3 clusters Score -3078079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -3078082.000000 Penalty: 5029.606934
	Iteration 72Q: 3 clusters Score -3078082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -3078080.250000 Penalty: 5029.606934
	Iteration 73Q: 3 clusters Score -3078080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3078085.750000 Penalty: 5029.606934
	Iteration 74Q: 3 clusters Score -3078086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -3078086.500000 Penalty: 5029.606934
	Iteration 75Q: 3 clusters Score -3078086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -3078087.250000 Penalty: 5029.606934
	Iteration 76Q: 3 clusters Score -3078087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3078085.000000 Penalty: 5029.606934
	Iteration 77Q: 3 clusters Score -3078085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -3078086.500000 Penalty: 5029.606934
	Iteration 78Q: 3 clusters Score -3078086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -3078085.250000 Penalty: 5029.606934
	Iteration 79Q: 3 clusters Score -3078085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -3078085.250000 Penalty: 5029.606934
	Iteration 80F: 3 clusters Score -3078085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Entering Unmasked Estep 
Score: -457432.843750 Penalty: 2039.592407
	Iteration 0F: 2 clusters Score -457432.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -453736.375000 Penalty: 4079.184814
	Iteration 0F: 3 clusters Score -453736.4 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -454665.531250 Penalty: 4079.184814
	Iteration 1F: 3 clusters Score -454665.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -454976.593750 Penalty: 4079.184814
	Iteration 2F: 3 clusters Score -454976.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -455250.906250 Penalty: 4079.184814
	Iteration 3F: 3 clusters Score -455250.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -455522.781250 Penalty: 4079.184814
	Iteration 4F: 3 clusters Score -455522.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -455757.687500 Penalty: 4079.184814
	Iteration 5F: 3 clusters Score -455757.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -455955.375000 Penalty: 4079.184814
	Iteration 6Q: 3 clusters Score -455955.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -456109.812500 Penalty: 4079.184814
	Iteration 7Q: 3 clusters Score -456109.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -456205.125000 Penalty: 4079.184814
	Iteration 8Q: 3 clusters Score -456205.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -456240.187500 Penalty: 4079.184814
	Iteration 9Q: 3 clusters Score -456240.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -456265.406250 Penalty: 4079.184814
	Iteration 10Q: 3 clusters Score -456265.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -456290.000000 Penalty: 4079.184814
	Iteration 11Q: 3 clusters Score -456290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -456306.062500 Penalty: 4079.184814
	Iteration 12Q: 3 clusters Score -456306.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -456325.625000 Penalty: 4079.184814
	Iteration 13Q: 3 clusters Score -456325.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -456339.250000 Penalty: 4079.184814
	Iteration 14Q: 3 clusters Score -456339.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -456346.281250 Penalty: 4079.184814
	Iteration 15Q: 3 clusters Score -456346.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -456348.562500 Penalty: 4079.184814
	Iteration 16Q: 3 clusters Score -456348.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -456351.156250 Penalty: 4079.184814
	Iteration 17Q: 3 clusters Score -456351.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -456354.281250 Penalty: 4079.184814
	Iteration 18Q: 3 clusters Score -456354.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -456355.500000 Penalty: 4079.184814
	Iteration 19Q: 3 clusters Score -456355.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -456355.687500 Penalty: 4079.184814
	Iteration 20F: 3 clusters Score -456355.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -456357.000000 Penalty: 4079.184814
	Iteration 21Q: 3 clusters Score -456357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -456358.500000 Penalty: 4079.184814
	Iteration 22Q: 3 clusters Score -456358.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -456359.437500 Penalty: 4079.184814
	Iteration 23Q: 3 clusters Score -456359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -456360.593750 Penalty: 4079.184814
	Iteration 24Q: 3 clusters Score -456360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -456361.750000 Penalty: 4079.184814
	Iteration 25Q: 3 clusters Score -456361.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -456361.750000 Penalty: 4079.184814
	Iteration 26F: 3 clusters Score -456361.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (180086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180086 members 
Entering Unmasked Estep 
Score: -23097188.000000 Penalty: 3001.094971
	Iteration 0F: 2 clusters Score -2.309719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 90109 members 
Entering Unmasked Estep 
Score: -22976608.000000 Penalty: 6002.189941
	Iteration 0F: 3 clusters Score -2.297661e+07 nChanged 86766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90075 members 
Mstep: Class 2 contains 90011 members 
Entering Unmasked Estep 
Score: -23027812.000000 Penalty: 6002.189941
	Iteration 1F: 3 clusters Score -2.302781e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90085 members 
Mstep: Class 2 contains 90001 members 
Entering Unmasked Estep 
Score: -23029028.000000 Penalty: 6002.189941
	Iteration 2Q: 3 clusters Score -2.302903e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90111 members 
Mstep: Class 2 contains 89975 members 
Entering Unmasked Estep 
Score: -23030466.000000 Penalty: 6002.189941
	Iteration 3Q: 3 clusters Score -2.303047e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90058 members 
Mstep: Class 2 contains 90028 members 
Entering Unmasked Estep 
Score: -23032358.000000 Penalty: 6002.189941
	Iteration 4Q: 3 clusters Score -2.303236e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89975 members 
Mstep: Class 2 contains 90111 members 
Entering Unmasked Estep 
Score: -23035132.000000 Penalty: 6002.189941
	Iteration 5Q: 3 clusters Score -2.303513e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89623 members 
Mstep: Class 2 contains 90463 members 
Entering Unmasked Estep 
Score: -23038600.000000 Penalty: 6002.189941
	Iteration 6Q: 3 clusters Score -2.30386e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88709 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -23042808.000000 Penalty: 6002.189941
	Iteration 7Q: 3 clusters Score -2.304281e+07 nChanged 9305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86912 members 
Mstep: Class 2 contains 93174 members 
Entering Unmasked Estep 
Score: -23047812.000000 Penalty: 6002.189941
	Iteration 8F: 3 clusters Score -2.304781e+07 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83815 members 
Mstep: Class 2 contains 96271 members 
Entering Unmasked Estep 
Score: -23053036.000000 Penalty: 6002.189941
	Iteration 9F: 3 clusters Score -2.305304e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 100442 members 
Entering Unmasked Estep 
Score: -23058766.000000 Penalty: 6002.189941
	Iteration 10F: 3 clusters Score -2.305877e+07 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Mstep: Class 2 contains 105450 members 
Entering Unmasked Estep 
Score: -23064022.000000 Penalty: 6002.189941
	Iteration 11F: 3 clusters Score -2.306402e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 110610 members 
Entering Unmasked Estep 
Score: -23068490.000000 Penalty: 6002.189941
	Iteration 12Q: 3 clusters Score -2.306849e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 115438 members 
Entering Unmasked Estep 
Score: -23071830.000000 Penalty: 6002.189941
	Iteration 13Q: 3 clusters Score -2.307183e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 119721 members 
Entering Unmasked Estep 
Score: -23074154.000000 Penalty: 6002.189941
	Iteration 14Q: 3 clusters Score -2.307415e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 123592 members 
Entering Unmasked Estep 
Score: -23075640.000000 Penalty: 6002.189941
	Iteration 15Q: 3 clusters Score -2.307564e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 127122 members 
Entering Unmasked Estep 
Score: -23077066.000000 Penalty: 6002.189941
	Iteration 16Q: 3 clusters Score -2.307707e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 130513 members 
Entering Unmasked Estep 
Score: -23078264.000000 Penalty: 6002.189941
	Iteration 17Q: 3 clusters Score -2.307826e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 133869 members 
Entering Unmasked Estep 
Score: -23079576.000000 Penalty: 6002.189941
	Iteration 18Q: 3 clusters Score -2.307958e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 137209 members 
Entering Unmasked Estep 
Score: -23080712.000000 Penalty: 6002.189941
	Iteration 19Q: 3 clusters Score -2.308071e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 140544 members 
Entering Unmasked Estep 
Score: -23081928.000000 Penalty: 6002.189941
	Iteration 20F: 3 clusters Score -2.308193e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 143911 members 
Entering Unmasked Estep 
Score: -23083280.000000 Penalty: 6002.189941
	Iteration 21Q: 3 clusters Score -2.308328e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 147202 members 
Entering Unmasked Estep 
Score: -23084698.000000 Penalty: 6002.189941
	Iteration 22Q: 3 clusters Score -2.30847e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 150393 members 
Entering Unmasked Estep 
Score: -23086102.000000 Penalty: 6002.189941
	Iteration 23Q: 3 clusters Score -2.30861e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 153409 members 
Entering Unmasked Estep 
Score: -23087510.000000 Penalty: 6002.189941
	Iteration 24Q: 3 clusters Score -2.308751e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 156268 members 
Entering Unmasked Estep 
Score: -23088646.000000 Penalty: 6002.189941
	Iteration 25Q: 3 clusters Score -2.308865e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 158871 members 
Entering Unmasked Estep 
Score: -23089610.000000 Penalty: 6002.189941
	Iteration 26Q: 3 clusters Score -2.308961e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 161258 members 
Entering Unmasked Estep 
Score: -23090550.000000 Penalty: 6002.189941
	Iteration 27Q: 3 clusters Score -2.309055e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 163446 members 
Entering Unmasked Estep 
Score: -23091340.000000 Penalty: 6002.189941
	Iteration 28Q: 3 clusters Score -2.309134e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 165382 members 
Entering Unmasked Estep 
Score: -23092028.000000 Penalty: 6002.189941
	Iteration 29Q: 3 clusters Score -2.309203e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 167122 members 
Entering Unmasked Estep 
Score: -23092810.000000 Penalty: 6002.189941
	Iteration 30Q: 3 clusters Score -2.309281e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 168672 members 
Entering Unmasked Estep 
Score: -23093292.000000 Penalty: 6002.189941
	Iteration 31Q: 3 clusters Score -2.309329e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 170036 members 
Entering Unmasked Estep 
Score: -23093808.000000 Penalty: 6002.189941
	Iteration 32Q: 3 clusters Score -2.309381e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 171196 members 
Entering Unmasked Estep 
Score: -23094294.000000 Penalty: 6002.189941
	Iteration 33Q: 3 clusters Score -2.309429e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 172186 members 
Entering Unmasked Estep 
Score: -23094622.000000 Penalty: 6002.189941
	Iteration 34Q: 3 clusters Score -2.309462e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 172973 members 
Entering Unmasked Estep 
Score: -23094872.000000 Penalty: 6002.189941
	Iteration 35Q: 3 clusters Score -2.309487e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 173610 members 
Entering Unmasked Estep 
Score: -23094958.000000 Penalty: 6002.189941
	Iteration 36Q: 3 clusters Score -2.309496e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 174121 members 
Entering Unmasked Estep 
Score: -23095080.000000 Penalty: 6002.189941
	Iteration 37Q: 3 clusters Score -2.309508e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 174524 members 
Entering Unmasked Estep 
Score: -23095260.000000 Penalty: 6002.189941
	Iteration 38Q: 3 clusters Score -2.309526e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 174872 members 
Entering Unmasked Estep 
Score: -23095306.000000 Penalty: 6002.189941
	Iteration 39Q: 3 clusters Score -2.309531e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 175155 members 
Entering Unmasked Estep 
Score: -23095432.000000 Penalty: 6002.189941
	Iteration 40F: 3 clusters Score -2.309543e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 175393 members 
Entering Unmasked Estep 
Score: -23095458.000000 Penalty: 6002.189941
	Iteration 41Q: 3 clusters Score -2.309546e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 175598 members 
Entering Unmasked Estep 
Score: -23095522.000000 Penalty: 6002.189941
	Iteration 42Q: 3 clusters Score -2.309552e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 175787 members 
Entering Unmasked Estep 
Score: -23095498.000000 Penalty: 6002.189941
	Iteration 43Q: 3 clusters Score -2.30955e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 175965 members 
Entering Unmasked Estep 
Score: -23095440.000000 Penalty: 6002.189941
	Iteration 44Q: 3 clusters Score -2.309544e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 176115 members 
Entering Unmasked Estep 
Score: -23095482.000000 Penalty: 6002.189941
	Iteration 45Q: 3 clusters Score -2.309548e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 176257 members 
Entering Unmasked Estep 
Score: -23095520.000000 Penalty: 6002.189941
	Iteration 46Q: 3 clusters Score -2.309552e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 176373 members 
Entering Unmasked Estep 
Score: -23095546.000000 Penalty: 6002.189941
	Iteration 47Q: 3 clusters Score -2.309555e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 176464 members 
Entering Unmasked Estep 
Score: -23095512.000000 Penalty: 6002.189941
	Iteration 48Q: 3 clusters Score -2.309551e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 176552 members 
Entering Unmasked Estep 
Score: -23095536.000000 Penalty: 6002.189941
	Iteration 49Q: 3 clusters Score -2.309554e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 176619 members 
Entering Unmasked Estep 
Score: -23095578.000000 Penalty: 6002.189941
	Iteration 50Q: 3 clusters Score -2.309558e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 176673 members 
Entering Unmasked Estep 
Score: -23095584.000000 Penalty: 6002.189941
	Iteration 51Q: 3 clusters Score -2.309558e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 176716 members 
Entering Unmasked Estep 
Score: -23095602.000000 Penalty: 6002.189941
	Iteration 52Q: 3 clusters Score -2.30956e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 176750 members 
Entering Unmasked Estep 
Score: -23095582.000000 Penalty: 6002.189941
	Iteration 53Q: 3 clusters Score -2.309558e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 176778 members 
Entering Unmasked Estep 
Score: -23095590.000000 Penalty: 6002.189941
	Iteration 54Q: 3 clusters Score -2.309559e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 176799 members 
Entering Unmasked Estep 
Score: -23095602.000000 Penalty: 6002.189941
	Iteration 55Q: 3 clusters Score -2.30956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 176814 members 
Entering Unmasked Estep 
Score: -23095596.000000 Penalty: 6002.189941
	Iteration 56Q: 3 clusters Score -2.30956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 176828 members 
Entering Unmasked Estep 
Score: -23095592.000000 Penalty: 6002.189941
	Iteration 57Q: 3 clusters Score -2.309559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 176838 members 
Entering Unmasked Estep 
Score: -23095622.000000 Penalty: 6002.189941
	Iteration 58Q: 3 clusters Score -2.309562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 176851 members 
Entering Unmasked Estep 
Score: -23095614.000000 Penalty: 6002.189941
	Iteration 59Q: 3 clusters Score -2.309561e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 176862 members 
Entering Unmasked Estep 
Score: -23095612.000000 Penalty: 6002.189941
	Iteration 60F: 3 clusters Score -2.309561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 176874 members 
Entering Unmasked Estep 
Score: -23095622.000000 Penalty: 6002.189941
	Iteration 61Q: 3 clusters Score -2.309562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 176883 members 
Entering Unmasked Estep 
Score: -23095630.000000 Penalty: 6002.189941
	Iteration 62Q: 3 clusters Score -2.309563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 176895 members 
Entering Unmasked Estep 
Score: -23095620.000000 Penalty: 6002.189941
	Iteration 63Q: 3 clusters Score -2.309562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 176905 members 
Entering Unmasked Estep 
Score: -23095624.000000 Penalty: 6002.189941
	Iteration 64Q: 3 clusters Score -2.309562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 176916 members 
Entering Unmasked Estep 
Score: -23095604.000000 Penalty: 6002.189941
	Iteration 65Q: 3 clusters Score -2.30956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 176928 members 
Entering Unmasked Estep 
Score: -23095608.000000 Penalty: 6002.189941
	Iteration 66Q: 3 clusters Score -2.309561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 176938 members 
Entering Unmasked Estep 
Score: -23095596.000000 Penalty: 6002.189941
	Iteration 67Q: 3 clusters Score -2.30956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 176953 members 
Entering Unmasked Estep 
Score: -23095596.000000 Penalty: 6002.189941
	Iteration 68Q: 3 clusters Score -2.30956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 176970 members 
Entering Unmasked Estep 
Score: -23095598.000000 Penalty: 6002.189941
	Iteration 69Q: 3 clusters Score -2.30956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 176985 members 
Entering Unmasked Estep 
Score: -23095616.000000 Penalty: 6002.189941
	Iteration 70Q: 3 clusters Score -2.309562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 176995 members 
Entering Unmasked Estep 
Score: -23095616.000000 Penalty: 6002.189941
	Iteration 71Q: 3 clusters Score -2.309562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 177005 members 
Entering Unmasked Estep 
Score: -23095624.000000 Penalty: 6002.189941
	Iteration 72Q: 3 clusters Score -2.309562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 177013 members 
Entering Unmasked Estep 
Score: -23095612.000000 Penalty: 6002.189941
	Iteration 73Q: 3 clusters Score -2.309561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 177019 members 
Entering Unmasked Estep 
Score: -23095626.000000 Penalty: 6002.189941
	Iteration 74Q: 3 clusters Score -2.309563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 177025 members 
Entering Unmasked Estep 
Score: -23095628.000000 Penalty: 6002.189941
	Iteration 75Q: 3 clusters Score -2.309563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 177031 members 
Entering Unmasked Estep 
Score: -23095620.000000 Penalty: 6002.189941
	Iteration 76Q: 3 clusters Score -2.309562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 177037 members 
Entering Unmasked Estep 
Score: -23095638.000000 Penalty: 6002.189941
	Iteration 77Q: 3 clusters Score -2.309564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 177042 members 
Entering Unmasked Estep 
Score: -23095642.000000 Penalty: 6002.189941
	Iteration 78Q: 3 clusters Score -2.309564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 177047 members 
Entering Unmasked Estep 
Score: -23095632.000000 Penalty: 6002.189941
	Iteration 79Q: 3 clusters Score -2.309563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 177058 members 
Entering Unmasked Estep 
Score: -23095656.000000 Penalty: 6002.189941
	Iteration 80F: 3 clusters Score -2.309566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 177065 members 
Entering Unmasked Estep 
Score: -23095644.000000 Penalty: 6002.189941
	Iteration 81Q: 3 clusters Score -2.309564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 177072 members 
Entering Unmasked Estep 
Score: -23095644.000000 Penalty: 6002.189941
	Iteration 82Q: 3 clusters Score -2.309564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 177077 members 
Entering Unmasked Estep 
Score: -23095636.000000 Penalty: 6002.189941
	Iteration 83Q: 3 clusters Score -2.309564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 177077 members 
Entering Unmasked Estep 
Score: -23095642.000000 Penalty: 6002.189941
	Iteration 84Q: 3 clusters Score -2.309564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 177079 members 
Entering Unmasked Estep 
Score: -23095648.000000 Penalty: 6002.189941
	Iteration 85Q: 3 clusters Score -2.309565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 177081 members 
Entering Unmasked Estep 
Score: -23095634.000000 Penalty: 6002.189941
	Iteration 86Q: 3 clusters Score -2.309563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 177081 members 
Entering Unmasked Estep 
Score: -23095640.000000 Penalty: 6002.189941
	Iteration 87Q: 3 clusters Score -2.309564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 177087 members 
Entering Unmasked Estep 
Score: -23095654.000000 Penalty: 6002.189941
	Iteration 88Q: 3 clusters Score -2.309565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 177091 members 
Entering Unmasked Estep 
Score: -23095648.000000 Penalty: 6002.189941
	Iteration 89Q: 3 clusters Score -2.309565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 177095 members 
Entering Unmasked Estep 
Score: -23095628.000000 Penalty: 6002.189941
	Iteration 90Q: 3 clusters Score -2.309563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 177095 members 
Entering Unmasked Estep 
Score: -23095648.000000 Penalty: 6002.189941
	Iteration 91Q: 3 clusters Score -2.309565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 177095 members 
Entering Unmasked Estep 
Score: -23095648.000000 Penalty: 6002.189941
	Iteration 92F: 3 clusters Score -2.309565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (48223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Entering Unmasked Estep 
Score: -6218272.000000 Penalty: 2674.330566
	Iteration 0F: 2 clusters Score -6218272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -6185531.000000 Penalty: 5348.661133
	Iteration 0F: 3 clusters Score -6185531 nChanged 22363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -6197889.500000 Penalty: 5348.661133
	Iteration 1F: 3 clusters Score -6197890 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -6198351.000000 Penalty: 5348.661133
	Iteration 2Q: 3 clusters Score -6198351 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -6198824.500000 Penalty: 5348.661133
	Iteration 3Q: 3 clusters Score -6198824 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -6199378.500000 Penalty: 5348.661133
	Iteration 4Q: 3 clusters Score -6199378 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -6200124.500000 Penalty: 5348.661133
	Iteration 5Q: 3 clusters Score -6200124 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -6201137.500000 Penalty: 5348.661133
	Iteration 6Q: 3 clusters Score -6201138 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -6202479.000000 Penalty: 5348.661133
	Iteration 7Q: 3 clusters Score -6202479 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -6204014.500000 Penalty: 5348.661133
	Iteration 8F: 3 clusters Score -6204014 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -6205470.000000 Penalty: 5348.661133
	Iteration 9F: 3 clusters Score -6205470 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -6206899.000000 Penalty: 5348.661133
	Iteration 10F: 3 clusters Score -6206899 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -6208022.000000 Penalty: 5348.661133
	Iteration 11Q: 3 clusters Score -6208022 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -6209033.000000 Penalty: 5348.661133
	Iteration 12Q: 3 clusters Score -6209033 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -6209965.000000 Penalty: 5348.661133
	Iteration 13Q: 3 clusters Score -6209965 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -6210657.000000 Penalty: 5348.661133
	Iteration 14Q: 3 clusters Score -6210657 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -6211157.000000 Penalty: 5348.661133
	Iteration 15Q: 3 clusters Score -6211157 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -6211450.500000 Penalty: 5348.661133
	Iteration 16Q: 3 clusters Score -6211450 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -6211626.000000 Penalty: 5348.661133
	Iteration 17Q: 3 clusters Score -6211626 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -6211753.000000 Penalty: 5348.661133
	Iteration 18Q: 3 clusters Score -6211753 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -6211865.500000 Penalty: 5348.661133
	Iteration 19Q: 3 clusters Score -6211866 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -6211923.000000 Penalty: 5348.661133
	Iteration 20F: 3 clusters Score -6211923 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -6212019.500000 Penalty: 5348.661133
	Iteration 21Q: 3 clusters Score -6212020 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -6212106.500000 Penalty: 5348.661133
	Iteration 22Q: 3 clusters Score -6212106 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -6212212.500000 Penalty: 5348.661133
	Iteration 23Q: 3 clusters Score -6212212 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -6212289.500000 Penalty: 5348.661133
	Iteration 24Q: 3 clusters Score -6212290 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -6212371.500000 Penalty: 5348.661133
	Iteration 25Q: 3 clusters Score -6212372 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -6212506.500000 Penalty: 5348.661133
	Iteration 26Q: 3 clusters Score -6212506 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -6212619.500000 Penalty: 5348.661133
	Iteration 27Q: 3 clusters Score -6212620 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -6212730.000000 Penalty: 5348.661133
	Iteration 28Q: 3 clusters Score -6212730 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -6212881.500000 Penalty: 5348.661133
	Iteration 29Q: 3 clusters Score -6212882 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -6213019.000000 Penalty: 5348.661133
	Iteration 30Q: 3 clusters Score -6213019 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -6213152.000000 Penalty: 5348.661133
	Iteration 31Q: 3 clusters Score -6213152 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -6213370.500000 Penalty: 5348.661133
	Iteration 32Q: 3 clusters Score -6213370 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -6213592.000000 Penalty: 5348.661133
	Iteration 33Q: 3 clusters Score -6213592 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -6213880.000000 Penalty: 5348.661133
	Iteration 34Q: 3 clusters Score -6213880 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -6214149.000000 Penalty: 5348.661133
	Iteration 35Q: 3 clusters Score -6214149 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -6214491.000000 Penalty: 5348.661133
	Iteration 36Q: 3 clusters Score -6214491 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -6214831.000000 Penalty: 5348.661133
	Iteration 37Q: 3 clusters Score -6214831 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -6215175.000000 Penalty: 5348.661133
	Iteration 38Q: 3 clusters Score -6215175 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -6215587.000000 Penalty: 5348.661133
	Iteration 39Q: 3 clusters Score -6215587 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -6215936.000000 Penalty: 5348.661133
	Iteration 40F: 3 clusters Score -6215936 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -6216251.500000 Penalty: 5348.661133
	Iteration 41Q: 3 clusters Score -6216252 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -6216508.000000 Penalty: 5348.661133
	Iteration 42Q: 3 clusters Score -6216508 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -6216759.000000 Penalty: 5348.661133
	Iteration 43Q: 3 clusters Score -6216759 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -6216916.000000 Penalty: 5348.661133
	Iteration 44Q: 3 clusters Score -6216916 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -6217019.500000 Penalty: 5348.661133
	Iteration 45Q: 3 clusters Score -6217020 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -6217083.500000 Penalty: 5348.661133
	Iteration 46Q: 3 clusters Score -6217084 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -6217154.500000 Penalty: 5348.661133
	Iteration 47Q: 3 clusters Score -6217154 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -6217190.000000 Penalty: 5348.661133
	Iteration 48Q: 3 clusters Score -6217190 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -6217232.500000 Penalty: 5348.661133
	Iteration 49Q: 3 clusters Score -6217232 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -6217236.000000 Penalty: 5348.661133
	Iteration 50Q: 3 clusters Score -6217236 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -6217248.000000 Penalty: 5348.661133
	Iteration 51Q: 3 clusters Score -6217248 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -6217267.000000 Penalty: 5348.661133
	Iteration 52Q: 3 clusters Score -6217267 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -6217285.000000 Penalty: 5348.661133
	Iteration 53Q: 3 clusters Score -6217285 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -6217287.500000 Penalty: 5348.661133
	Iteration 54Q: 3 clusters Score -6217288 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -6217308.000000 Penalty: 5348.661133
	Iteration 55Q: 3 clusters Score -6217308 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -6217290.500000 Penalty: 5348.661133
	Iteration 56Q: 3 clusters Score -6217290 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -6217316.500000 Penalty: 5348.661133
	Iteration 57Q: 3 clusters Score -6217316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -6217322.500000 Penalty: 5348.661133
	Iteration 58Q: 3 clusters Score -6217322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -6217330.000000 Penalty: 5348.661133
	Iteration 59Q: 3 clusters Score -6217330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -6217343.000000 Penalty: 5348.661133
	Iteration 60F: 3 clusters Score -6217343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -6217335.000000 Penalty: 5348.661133
	Iteration 61Q: 3 clusters Score -6217335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -6217329.000000 Penalty: 5348.661133
	Iteration 62Q: 3 clusters Score -6217329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -6217327.000000 Penalty: 5348.661133
	Iteration 63Q: 3 clusters Score -6217327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -6217329.500000 Penalty: 5348.661133
	Iteration 64Q: 3 clusters Score -6217330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -6217331.500000 Penalty: 5348.661133
	Iteration 65Q: 3 clusters Score -6217332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -6217324.500000 Penalty: 5348.661133
	Iteration 66Q: 3 clusters Score -6217324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -6217323.000000 Penalty: 5348.661133
	Iteration 67Q: 3 clusters Score -6217323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -6217323.000000 Penalty: 5348.661133
	Iteration 68Q: 3 clusters Score -6217323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -6217319.000000 Penalty: 5348.661133
	Iteration 69Q: 3 clusters Score -6217319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -6217328.000000 Penalty: 5348.661133
	Iteration 70Q: 3 clusters Score -6217328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -6217340.500000 Penalty: 5348.661133
	Iteration 71Q: 3 clusters Score -6217340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -6217342.000000 Penalty: 5348.661133
	Iteration 72Q: 3 clusters Score -6217342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -6217333.000000 Penalty: 5348.661133
	Iteration 73Q: 3 clusters Score -6217333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -6217339.000000 Penalty: 5348.661133
	Iteration 74Q: 3 clusters Score -6217339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -6217341.000000 Penalty: 5348.661133
	Iteration 75Q: 3 clusters Score -6217341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -6217338.500000 Penalty: 5348.661133
	Iteration 76Q: 3 clusters Score -6217338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -6217347.500000 Penalty: 5348.661133
	Iteration 77Q: 3 clusters Score -6217348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -6217351.000000 Penalty: 5348.661133
	Iteration 78Q: 3 clusters Score -6217351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -6217350.500000 Penalty: 5348.661133
	Iteration 79Q: 3 clusters Score -6217350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -6217344.000000 Penalty: 5348.661133
	Iteration 80F: 3 clusters Score -6217344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -6217343.500000 Penalty: 5348.661133
	Iteration 81Q: 3 clusters Score -6217344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -6217341.000000 Penalty: 5348.661133
	Iteration 82Q: 3 clusters Score -6217341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -6217330.000000 Penalty: 5348.661133
	Iteration 83Q: 3 clusters Score -6217330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -6217325.500000 Penalty: 5348.661133
	Iteration 84Q: 3 clusters Score -6217326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -6217323.500000 Penalty: 5348.661133
	Iteration 85Q: 3 clusters Score -6217324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -6217329.500000 Penalty: 5348.661133
	Iteration 86Q: 3 clusters Score -6217330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -6217342.000000 Penalty: 5348.661133
	Iteration 87Q: 3 clusters Score -6217342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -6217341.000000 Penalty: 5348.661133
	Iteration 88Q: 3 clusters Score -6217341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -6217347.000000 Penalty: 5348.661133
	Iteration 89Q: 3 clusters Score -6217347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -6217342.500000 Penalty: 5348.661133
	Iteration 90Q: 3 clusters Score -6217342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -6217336.500000 Penalty: 5348.661133
	Iteration 91Q: 3 clusters Score -6217336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -6217335.500000 Penalty: 5348.661133
	Iteration 92Q: 3 clusters Score -6217336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -6217329.500000 Penalty: 5348.661133
	Iteration 93Q: 3 clusters Score -6217330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -6217333.000000 Penalty: 5348.661133
	Iteration 94Q: 3 clusters Score -6217333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -6217327.000000 Penalty: 5348.661133
	Iteration 95Q: 3 clusters Score -6217327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -6217323.000000 Penalty: 5348.661133
	Iteration 96Q: 3 clusters Score -6217323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -6217323.500000 Penalty: 5348.661133
	Iteration 97Q: 3 clusters Score -6217324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -6217323.500000 Penalty: 5348.661133
	Iteration 98F: 3 clusters Score -6217324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 75302 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 12849 members 
Mstep: Class 5 contains 14252 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 7 contains 20791 members 
Mstep: Class 8 contains 8226 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 12922 members 
Mstep: Class 11 contains 168438 members 
Mstep: Class 12 contains 18724 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 55825 members 
Mstep: Class 15 contains 15134 members 
Mstep: Class 16 contains 98223 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 11845 members 
Mstep: Class 19 contains 58725 members 
Mstep: Class 20 contains 24115 members 
Mstep: Class 21 contains 51022 members 
Mstep: Class 22 contains 28054 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 11049 members 
Mstep: Class 25 contains 1970 members 
Mstep: Class 26 contains 5115 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 19614 members 
Mstep: Class 29 contains 155221 members 
Mstep: Class 30 contains 25345 members 
Mstep: Class 31 contains 3730 members 
Mstep: Class 32 contains 180086 members 
Mstep: Class 33 contains 48223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947968.000000 Penalty: 142442.046875
Iteration 79Q: 42 clusters Score -1.50948e+08 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 75247 members 
Mstep: Class 3 contains 2488 members 
Mstep: Class 4 contains 13017 members 
Mstep: Class 5 contains 14576 members 
Mstep: Class 6 contains 3853 members 
Mstep: Class 7 contains 20814 members 
Mstep: Class 8 contains 8325 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 12960 members 
Mstep: Class 11 contains 168152 members 
Mstep: Class 12 contains 18901 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 55909 members 
Mstep: Class 15 contains 15114 members 
Mstep: Class 16 contains 98464 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 12733 members 
Mstep: Class 19 contains 58568 members 
Mstep: Class 20 contains 24127 members 
Mstep: Class 21 contains 51117 members 
Mstep: Class 22 contains 27982 members 
Mstep: Class 23 contains 13014 members 
Mstep: Class 24 contains 11045 members 
Mstep: Class 25 contains 2234 members 
Mstep: Class 26 contains 5484 members 
Mstep: Class 27 contains 1048 members 
Mstep: Class 28 contains 19501 members 
Mstep: Class 29 contains 154181 members 
Mstep: Class 30 contains 25379 members 
Mstep: Class 31 contains 3851 members 
Mstep: Class 32 contains 180211 members 
Mstep: Class 33 contains 48647 members 
Mstep: Class 34 contains 362 members 
Mstep: Class 35 contains 712 members 
Mstep: Class 36 contains 688 members 
Mstep: Class 37 contains 6979 members 
Mstep: Class 38 contains 16445 members 
Mstep: Class 39 contains 4248 members 
Mstep: Class 40 contains 23762 members 
Mstep: Class 41 contains 3308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150954464.000000 Penalty: 142442.046875
Iteration 80F: 42 clusters Score -1.509545e+08 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 75202 members 
Mstep: Class 3 contains 2483 members 
Mstep: Class 4 contains 12886 members 
Mstep: Class 5 contains 14540 members 
Mstep: Class 6 contains 3822 members 
Mstep: Class 7 contains 20832 members 
Mstep: Class 8 contains 8224 members 
Mstep: Class 9 contains 2691 members 
Mstep: Class 10 contains 12959 members 
Mstep: Class 11 contains 167978 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 55896 members 
Mstep: Class 15 contains 15017 members 
Mstep: Class 16 contains 98307 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 13332 members 
Mstep: Class 19 contains 58572 members 
Mstep: Class 20 contains 24140 members 
Mstep: Class 21 contains 50886 members 
Mstep: Class 22 contains 27918 members 
Mstep: Class 23 contains 12986 members 
Mstep: Class 24 contains 10935 members 
Mstep: Class 25 contains 2374 members 
Mstep: Class 26 contains 5529 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 19431 members 
Mstep: Class 29 contains 153363 members 
Mstep: Class 30 contains 25373 members 
Mstep: Class 31 contains 3851 members 
Mstep: Class 32 contains 180085 members 
Mstep: Class 33 contains 48954 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 749 members 
Mstep: Class 36 contains 687 members 
Mstep: Class 37 contains 7229 members 
Mstep: Class 38 contains 16787 members 
Mstep: Class 39 contains 4408 members 
Mstep: Class 40 contains 23882 members 
Mstep: Class 41 contains 3422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150957440.000000 Penalty: 142442.046875
Iteration 81Q: 42 clusters Score -1.509574e+08 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 75172 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 12831 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 20850 members 
Mstep: Class 8 contains 8207 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 12967 members 
Mstep: Class 11 contains 167875 members 
Mstep: Class 12 contains 19116 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 55938 members 
Mstep: Class 15 contains 14984 members 
Mstep: Class 16 contains 98203 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 13842 members 
Mstep: Class 19 contains 58693 members 
Mstep: Class 20 contains 24155 members 
Mstep: Class 21 contains 50663 members 
Mstep: Class 22 contains 27859 members 
Mstep: Class 23 contains 12987 members 
Mstep: Class 24 contains 10876 members 
Mstep: Class 25 contains 2462 members 
Mstep: Class 26 contains 5581 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 19370 members 
Mstep: Class 29 contains 152623 members 
Mstep: Class 30 contains 25347 members 
Mstep: Class 31 contains 3867 members 
Mstep: Class 32 contains 179948 members 
Mstep: Class 33 contains 49200 members 
Mstep: Class 34 contains 374 members 
Mstep: Class 35 contains 736 members 
Mstep: Class 36 contains 687 members 
Mstep: Class 37 contains 7362 members 
Mstep: Class 38 contains 16964 members 
Mstep: Class 39 contains 4485 members 
Mstep: Class 40 contains 23932 members 
Mstep: Class 41 contains 3475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150957728.000000 Penalty: 142442.046875
Iteration 82Q: 42 clusters Score -1.509577e+08 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 75139 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 12804 members 
Mstep: Class 5 contains 14496 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 20871 members 
Mstep: Class 8 contains 8209 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12976 members 
Mstep: Class 11 contains 167819 members 
Mstep: Class 12 contains 19174 members 
Mstep: Class 13 contains 4961 members 
Mstep: Class 14 contains 56018 members 
Mstep: Class 15 contains 14970 members 
Mstep: Class 16 contains 98122 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 14327 members 
Mstep: Class 19 contains 58864 members 
Mstep: Class 20 contains 24174 members 
Mstep: Class 21 contains 50452 members 
Mstep: Class 22 contains 27789 members 
Mstep: Class 23 contains 12993 members 
Mstep: Class 24 contains 10825 members 
Mstep: Class 25 contains 2521 members 
Mstep: Class 26 contains 5620 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 19328 members 
Mstep: Class 29 contains 151880 members 
Mstep: Class 30 contains 25320 members 
Mstep: Class 31 contains 3887 members 
Mstep: Class 32 contains 179805 members 
Mstep: Class 33 contains 49401 members 
Mstep: Class 34 contains 367 members 
Mstep: Class 35 contains 731 members 
Mstep: Class 36 contains 687 members 
Mstep: Class 37 contains 7452 members 
Mstep: Class 38 contains 17098 members 
Mstep: Class 39 contains 4531 members 
Mstep: Class 40 contains 23963 members 
Mstep: Class 41 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150958464.000000 Penalty: 142442.046875
Iteration 83Q: 42 clusters Score -1.509585e+08 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 75108 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 12785 members 
Mstep: Class 5 contains 14470 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 7 contains 20901 members 
Mstep: Class 8 contains 8212 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12977 members 
Mstep: Class 11 contains 167780 members 
Mstep: Class 12 contains 19215 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 56088 members 
Mstep: Class 15 contains 14958 members 
Mstep: Class 16 contains 98043 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 14795 members 
Mstep: Class 19 contains 59067 members 
Mstep: Class 20 contains 24192 members 
Mstep: Class 21 contains 50278 members 
Mstep: Class 22 contains 27738 members 
Mstep: Class 23 contains 12996 members 
Mstep: Class 24 contains 10762 members 
Mstep: Class 25 contains 2564 members 
Mstep: Class 26 contains 5674 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 19306 members 
Mstep: Class 29 contains 151203 members 
Mstep: Class 30 contains 25291 members 
Mstep: Class 31 contains 3889 members 
Mstep: Class 32 contains 179656 members 
Mstep: Class 33 contains 49562 members 
Mstep: Class 34 contains 365 members 
Mstep: Class 35 contains 724 members 
Mstep: Class 36 contains 687 members 
Mstep: Class 37 contains 7517 members 
Mstep: Class 38 contains 17209 members 
Mstep: Class 39 contains 4563 members 
Mstep: Class 40 contains 24005 members 
Mstep: Class 41 contains 3541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150958592.000000 Penalty: 142442.046875
Iteration 84Q: 42 clusters Score -1.509586e+08 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 75075 members 
Mstep: Class 3 contains 2462 members 
Mstep: Class 4 contains 12756 members 
Mstep: Class 5 contains 14457 members 
Mstep: Class 6 contains 3858 members 
Mstep: Class 7 contains 20933 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12974 members 
Mstep: Class 11 contains 167746 members 
Mstep: Class 12 contains 19234 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 56174 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 97990 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 15208 members 
Mstep: Class 19 contains 59284 members 
Mstep: Class 20 contains 24220 members 
Mstep: Class 21 contains 50130 members 
Mstep: Class 22 contains 27708 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 10730 members 
Mstep: Class 25 contains 2584 members 
Mstep: Class 26 contains 5712 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 19276 members 
Mstep: Class 29 contains 150583 members 
Mstep: Class 30 contains 25267 members 
Mstep: Class 31 contains 3891 members 
Mstep: Class 32 contains 179497 members 
Mstep: Class 33 contains 49698 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 721 members 
Mstep: Class 36 contains 687 members 
Mstep: Class 37 contains 7564 members 
Mstep: Class 38 contains 17286 members 
Mstep: Class 39 contains 4590 members 
Mstep: Class 40 contains 24048 members 
Mstep: Class 41 contains 3558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150959088.000000 Penalty: 142442.046875
Iteration 85Q: 42 clusters Score -1.509591e+08 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 75045 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 12736 members 
Mstep: Class 5 contains 14431 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 20958 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12955 members 
Mstep: Class 11 contains 167714 members 
Mstep: Class 12 contains 19245 members 
Mstep: Class 13 contains 4967 members 
Mstep: Class 14 contains 56204 members 
Mstep: Class 15 contains 14949 members 
Mstep: Class 16 contains 97959 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 15584 members 
Mstep: Class 19 contains 59525 members 
Mstep: Class 20 contains 24257 members 
Mstep: Class 21 contains 49946 members 
Mstep: Class 22 contains 27666 members 
Mstep: Class 23 contains 12992 members 
Mstep: Class 24 contains 10717 members 
Mstep: Class 25 contains 2595 members 
Mstep: Class 26 contains 5735 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 19266 members 
Mstep: Class 29 contains 150021 members 
Mstep: Class 30 contains 25247 members 
Mstep: Class 31 contains 3901 members 
Mstep: Class 32 contains 179361 members 
Mstep: Class 33 contains 49845 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 687 members 
Mstep: Class 37 contains 7610 members 
Mstep: Class 38 contains 17373 members 
Mstep: Class 39 contains 4618 members 
Mstep: Class 40 contains 24068 members 
Mstep: Class 41 contains 3591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150959568.000000 Penalty: 142442.046875
Iteration 86Q: 42 clusters Score -1.509596e+08 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 75019 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 12719 members 
Mstep: Class 5 contains 14419 members 
Mstep: Class 6 contains 3867 members 
Mstep: Class 7 contains 20991 members 
Mstep: Class 8 contains 8250 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12953 members 
Mstep: Class 11 contains 167652 members 
Mstep: Class 12 contains 19254 members 
Mstep: Class 13 contains 4967 members 
Mstep: Class 14 contains 56243 members 
Mstep: Class 15 contains 14958 members 
Mstep: Class 16 contains 97932 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 15893 members 
Mstep: Class 19 contains 59755 members 
Mstep: Class 20 contains 24277 members 
Mstep: Class 21 contains 49787 members 
Mstep: Class 22 contains 27624 members 
Mstep: Class 23 contains 12990 members 
Mstep: Class 24 contains 10715 members 
Mstep: Class 25 contains 2601 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 1031 members 
Mstep: Class 28 contains 19267 members 
Mstep: Class 29 contains 149561 members 
Mstep: Class 30 contains 25200 members 
Mstep: Class 31 contains 3912 members 
Mstep: Class 32 contains 179232 members 
Mstep: Class 33 contains 49967 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 716 members 
Mstep: Class 36 contains 687 members 
Mstep: Class 37 contains 7638 members 
Mstep: Class 38 contains 17446 members 
Mstep: Class 39 contains 4640 members 
Mstep: Class 40 contains 24087 members 
Mstep: Class 41 contains 3616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150960048.000000 Penalty: 142442.046875
Iteration 87Q: 42 clusters Score -1.5096e+08 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 74993 members 
Mstep: Class 3 contains 2444 members 
Mstep: Class 4 contains 12712 members 
Mstep: Class 5 contains 14412 members 
Mstep: Class 6 contains 3880 members 
Mstep: Class 7 contains 21025 members 
Mstep: Class 8 contains 8257 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12949 members 
Mstep: Class 11 contains 167637 members 
Mstep: Class 12 contains 19262 members 
Mstep: Class 13 contains 4968 members 
Mstep: Class 14 contains 56293 members 
Mstep: Class 15 contains 14957 members 
Mstep: Class 16 contains 97903 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 16178 members 
Mstep: Class 19 contains 59955 members 
Mstep: Class 20 contains 24295 members 
Mstep: Class 21 contains 49672 members 
Mstep: Class 22 contains 27578 members 
Mstep: Class 23 contains 12988 members 
Mstep: Class 24 contains 10709 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 5765 members 
Mstep: Class 27 contains 1031 members 
Mstep: Class 28 contains 19240 members 
Mstep: Class 29 contains 149123 members 
Mstep: Class 30 contains 25156 members 
Mstep: Class 31 contains 3921 members 
Mstep: Class 32 contains 179120 members 
Mstep: Class 33 contains 50070 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 687 members 
Mstep: Class 37 contains 7659 members 
Mstep: Class 38 contains 17511 members 
Mstep: Class 39 contains 4653 members 
Mstep: Class 40 contains 24106 members 
Mstep: Class 41 contains 3637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150959984.000000 Penalty: 142442.046875
Iteration 88Q: 42 clusters Score -1.5096e+08 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 74955 members 
Mstep: Class 3 contains 2438 members 
Mstep: Class 4 contains 12723 members 
Mstep: Class 5 contains 14402 members 
Mstep: Class 6 contains 3889 members 
Mstep: Class 7 contains 21064 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12936 members 
Mstep: Class 11 contains 167620 members 
Mstep: Class 12 contains 19270 members 
Mstep: Class 13 contains 4968 members 
Mstep: Class 14 contains 56337 members 
Mstep: Class 15 contains 14959 members 
Mstep: Class 16 contains 97891 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 16461 members 
Mstep: Class 19 contains 60113 members 
Mstep: Class 20 contains 24306 members 
Mstep: Class 21 contains 49553 members 
Mstep: Class 22 contains 27521 members 
Mstep: Class 23 contains 12987 members 
Mstep: Class 24 contains 10718 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 5776 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 19220 members 
Mstep: Class 29 contains 148722 members 
Mstep: Class 30 contains 25121 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179052 members 
Mstep: Class 33 contains 50148 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 687 members 
Mstep: Class 37 contains 7683 members 
Mstep: Class 38 contains 17571 members 
Mstep: Class 39 contains 4664 members 
Mstep: Class 40 contains 24109 members 
Mstep: Class 41 contains 3651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150960240.000000 Penalty: 142442.046875
Iteration 89Q: 42 clusters Score -1.509602e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 74920 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 12731 members 
Mstep: Class 5 contains 14388 members 
Mstep: Class 6 contains 3891 members 
Mstep: Class 7 contains 21108 members 
Mstep: Class 8 contains 8268 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12927 members 
Mstep: Class 11 contains 167572 members 
Mstep: Class 12 contains 19270 members 
Mstep: Class 13 contains 4969 members 
Mstep: Class 14 contains 56379 members 
Mstep: Class 15 contains 14966 members 
Mstep: Class 16 contains 97880 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 16733 members 
Mstep: Class 19 contains 60259 members 
Mstep: Class 20 contains 24320 members 
Mstep: Class 21 contains 49464 members 
Mstep: Class 22 contains 27475 members 
Mstep: Class 23 contains 12990 members 
Mstep: Class 24 contains 10722 members 
Mstep: Class 25 contains 2613 members 
Mstep: Class 26 contains 5788 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 19213 members 
Mstep: Class 29 contains 148343 members 
Mstep: Class 30 contains 25093 members 
Mstep: Class 31 contains 3939 members 
Mstep: Class 32 contains 178982 members 
Mstep: Class 33 contains 50232 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 687 members 
Mstep: Class 37 contains 7697 members 
Mstep: Class 38 contains 17617 members 
Mstep: Class 39 contains 4671 members 
Mstep: Class 40 contains 24115 members 
Mstep: Class 41 contains 3668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150960384.000000 Penalty: 142442.046875
Iteration 90Q: 42 clusters Score -1.509604e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 74892 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 12730 members 
Mstep: Class 5 contains 14382 members 
Mstep: Class 6 contains 3898 members 
Mstep: Class 7 contains 21144 members 
Mstep: Class 8 contains 8279 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12927 members 
Mstep: Class 11 contains 167544 members 
Mstep: Class 12 contains 19275 members 
Mstep: Class 13 contains 4972 members 
Mstep: Class 14 contains 56441 members 
Mstep: Class 15 contains 14965 members 
Mstep: Class 16 contains 97870 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 60411 members 
Mstep: Class 20 contains 24329 members 
Mstep: Class 21 contains 49360 members 
Mstep: Class 22 contains 27422 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 10717 members 
Mstep: Class 25 contains 2617 members 
Mstep: Class 26 contains 5799 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 19197 members 
Mstep: Class 29 contains 147970 members 
Mstep: Class 30 contains 25074 members 
Mstep: Class 31 contains 3941 members 
Mstep: Class 32 contains 178926 members 
Mstep: Class 33 contains 50334 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 687 members 
Mstep: Class 37 contains 7714 members 
Mstep: Class 38 contains 17644 members 
Mstep: Class 39 contains 4675 members 
Mstep: Class 40 contains 24121 members 
Mstep: Class 41 contains 3677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150960944.000000 Penalty: 142442.046875
Iteration 91Q: 42 clusters Score -1.509609e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 74869 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 12723 members 
Mstep: Class 5 contains 14386 members 
Mstep: Class 6 contains 3906 members 
Mstep: Class 7 contains 21182 members 
Mstep: Class 8 contains 8284 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12921 members 
Mstep: Class 11 contains 167509 members 
Mstep: Class 12 contains 19280 members 
Mstep: Class 13 contains 4975 members 
Mstep: Class 14 contains 56477 members 
Mstep: Class 15 contains 14967 members 
Mstep: Class 16 contains 97857 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 17180 members 
Mstep: Class 19 contains 60559 members 
Mstep: Class 20 contains 24338 members 
Mstep: Class 21 contains 49244 members 
Mstep: Class 22 contains 27377 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 10713 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 5813 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 19190 members 
Mstep: Class 29 contains 147650 members 
Mstep: Class 30 contains 25043 members 
Mstep: Class 31 contains 3944 members 
Mstep: Class 32 contains 178872 members 
Mstep: Class 33 contains 50427 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 687 members 
Mstep: Class 37 contains 7732 members 
Mstep: Class 38 contains 17678 members 
Mstep: Class 39 contains 4680 members 
Mstep: Class 40 contains 24127 members 
Mstep: Class 41 contains 3687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150960992.000000 Penalty: 142442.046875
Iteration 92Q: 42 clusters Score -1.50961e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 74854 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 12719 members 
Mstep: Class 5 contains 14390 members 
Mstep: Class 6 contains 3911 members 
Mstep: Class 7 contains 21208 members 
Mstep: Class 8 contains 8290 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12906 members 
Mstep: Class 11 contains 167479 members 
Mstep: Class 12 contains 19283 members 
Mstep: Class 13 contains 4977 members 
Mstep: Class 14 contains 56514 members 
Mstep: Class 15 contains 14980 members 
Mstep: Class 16 contains 97844 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 17358 members 
Mstep: Class 19 contains 60696 members 
Mstep: Class 20 contains 24343 members 
Mstep: Class 21 contains 49135 members 
Mstep: Class 22 contains 27341 members 
Mstep: Class 23 contains 12999 members 
Mstep: Class 24 contains 10721 members 
Mstep: Class 25 contains 2620 members 
Mstep: Class 26 contains 5820 members 
Mstep: Class 27 contains 1029 members 
Mstep: Class 28 contains 19190 members 
Mstep: Class 29 contains 147371 members 
Mstep: Class 30 contains 25017 members 
Mstep: Class 31 contains 3951 members 
Mstep: Class 32 contains 178817 members 
Mstep: Class 33 contains 50509 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 687 members 
Mstep: Class 37 contains 7744 members 
Mstep: Class 38 contains 17711 members 
Mstep: Class 39 contains 4683 members 
Mstep: Class 40 contains 24134 members 
Mstep: Class 41 contains 3696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961168.000000 Penalty: 142442.046875
Iteration 93Q: 42 clusters Score -1.509612e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 74843 members 
Mstep: Class 3 contains 2419 members 
Mstep: Class 4 contains 12722 members 
Mstep: Class 5 contains 14396 members 
Mstep: Class 6 contains 3914 members 
Mstep: Class 7 contains 21233 members 
Mstep: Class 8 contains 8300 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12894 members 
Mstep: Class 11 contains 167472 members 
Mstep: Class 12 contains 19290 members 
Mstep: Class 13 contains 4983 members 
Mstep: Class 14 contains 56544 members 
Mstep: Class 15 contains 14979 members 
Mstep: Class 16 contains 97833 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 17538 members 
Mstep: Class 19 contains 60823 members 
Mstep: Class 20 contains 24351 members 
Mstep: Class 21 contains 49034 members 
Mstep: Class 22 contains 27315 members 
Mstep: Class 23 contains 12999 members 
Mstep: Class 24 contains 10721 members 
Mstep: Class 25 contains 2624 members 
Mstep: Class 26 contains 5825 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 19183 members 
Mstep: Class 29 contains 147092 members 
Mstep: Class 30 contains 24981 members 
Mstep: Class 31 contains 3949 members 
Mstep: Class 32 contains 178762 members 
Mstep: Class 33 contains 50594 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 686 members 
Mstep: Class 37 contains 7752 members 
Mstep: Class 38 contains 17738 members 
Mstep: Class 39 contains 4688 members 
Mstep: Class 40 contains 24143 members 
Mstep: Class 41 contains 3705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961232.000000 Penalty: 142442.046875
Iteration 94Q: 42 clusters Score -1.509612e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 74835 members 
Mstep: Class 3 contains 2413 members 
Mstep: Class 4 contains 12724 members 
Mstep: Class 5 contains 14403 members 
Mstep: Class 6 contains 3913 members 
Mstep: Class 7 contains 21251 members 
Mstep: Class 8 contains 8304 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12881 members 
Mstep: Class 11 contains 167456 members 
Mstep: Class 12 contains 19297 members 
Mstep: Class 13 contains 4989 members 
Mstep: Class 14 contains 56585 members 
Mstep: Class 15 contains 14976 members 
Mstep: Class 16 contains 97826 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 17694 members 
Mstep: Class 19 contains 60928 members 
Mstep: Class 20 contains 24357 members 
Mstep: Class 21 contains 48953 members 
Mstep: Class 22 contains 27293 members 
Mstep: Class 23 contains 13001 members 
Mstep: Class 24 contains 10718 members 
Mstep: Class 25 contains 2627 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 19178 members 
Mstep: Class 29 contains 146846 members 
Mstep: Class 30 contains 24969 members 
Mstep: Class 31 contains 3949 members 
Mstep: Class 32 contains 178719 members 
Mstep: Class 33 contains 50656 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 686 members 
Mstep: Class 37 contains 7760 members 
Mstep: Class 38 contains 17761 members 
Mstep: Class 39 contains 4692 members 
Mstep: Class 40 contains 24145 members 
Mstep: Class 41 contains 3712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961056.000000 Penalty: 142442.046875
Iteration 95Q: 42 clusters Score -1.509611e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 74833 members 
Mstep: Class 3 contains 2407 members 
Mstep: Class 4 contains 12712 members 
Mstep: Class 5 contains 14401 members 
Mstep: Class 6 contains 3915 members 
Mstep: Class 7 contains 21269 members 
Mstep: Class 8 contains 8304 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12862 members 
Mstep: Class 11 contains 167451 members 
Mstep: Class 12 contains 19304 members 
Mstep: Class 13 contains 4992 members 
Mstep: Class 14 contains 56620 members 
Mstep: Class 15 contains 14972 members 
Mstep: Class 16 contains 97819 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 17836 members 
Mstep: Class 19 contains 61030 members 
Mstep: Class 20 contains 24360 members 
Mstep: Class 21 contains 48894 members 
Mstep: Class 22 contains 27265 members 
Mstep: Class 23 contains 13003 members 
Mstep: Class 24 contains 10716 members 
Mstep: Class 25 contains 2628 members 
Mstep: Class 26 contains 5835 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 19171 members 
Mstep: Class 29 contains 146641 members 
Mstep: Class 30 contains 24946 members 
Mstep: Class 31 contains 3950 members 
Mstep: Class 32 contains 178672 members 
Mstep: Class 33 contains 50720 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 686 members 
Mstep: Class 37 contains 7769 members 
Mstep: Class 38 contains 17772 members 
Mstep: Class 39 contains 4697 members 
Mstep: Class 40 contains 24150 members 
Mstep: Class 41 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150960816.000000 Penalty: 142442.046875
Iteration 96Q: 42 clusters Score -1.509608e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 74815 members 
Mstep: Class 3 contains 2395 members 
Mstep: Class 4 contains 12711 members 
Mstep: Class 5 contains 14410 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 21289 members 
Mstep: Class 8 contains 8294 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12849 members 
Mstep: Class 11 contains 167440 members 
Mstep: Class 12 contains 19306 members 
Mstep: Class 13 contains 4994 members 
Mstep: Class 14 contains 56657 members 
Mstep: Class 15 contains 14977 members 
Mstep: Class 16 contains 97814 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 17930 members 
Mstep: Class 19 contains 61155 members 
Mstep: Class 20 contains 24363 members 
Mstep: Class 21 contains 48822 members 
Mstep: Class 22 contains 27249 members 
Mstep: Class 23 contains 13006 members 
Mstep: Class 24 contains 10717 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 5834 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 19163 members 
Mstep: Class 29 contains 146475 members 
Mstep: Class 30 contains 24924 members 
Mstep: Class 31 contains 3949 members 
Mstep: Class 32 contains 178638 members 
Mstep: Class 33 contains 50765 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 686 members 
Mstep: Class 37 contains 7777 members 
Mstep: Class 38 contains 17786 members 
Mstep: Class 39 contains 4702 members 
Mstep: Class 40 contains 24154 members 
Mstep: Class 41 contains 3731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961088.000000 Penalty: 142442.046875
Iteration 97Q: 42 clusters Score -1.509611e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 74797 members 
Mstep: Class 3 contains 2388 members 
Mstep: Class 4 contains 12716 members 
Mstep: Class 5 contains 14410 members 
Mstep: Class 6 contains 3920 members 
Mstep: Class 7 contains 21314 members 
Mstep: Class 8 contains 8285 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12829 members 
Mstep: Class 11 contains 167440 members 
Mstep: Class 12 contains 19301 members 
Mstep: Class 13 contains 4994 members 
Mstep: Class 14 contains 56691 members 
Mstep: Class 15 contains 14981 members 
Mstep: Class 16 contains 97810 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 18017 members 
Mstep: Class 19 contains 61266 members 
Mstep: Class 20 contains 24363 members 
Mstep: Class 21 contains 48750 members 
Mstep: Class 22 contains 27223 members 
Mstep: Class 23 contains 13010 members 
Mstep: Class 24 contains 10720 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 5836 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 19158 members 
Mstep: Class 29 contains 146345 members 
Mstep: Class 30 contains 24887 members 
Mstep: Class 31 contains 3948 members 
Mstep: Class 32 contains 178615 members 
Mstep: Class 33 contains 50810 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 686 members 
Mstep: Class 37 contains 7786 members 
Mstep: Class 38 contains 17800 members 
Mstep: Class 39 contains 4706 members 
Mstep: Class 40 contains 24158 members 
Mstep: Class 41 contains 3736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961056.000000 Penalty: 142442.046875
Iteration 98Q: 42 clusters Score -1.509611e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 74785 members 
Mstep: Class 3 contains 2380 members 
Mstep: Class 4 contains 12724 members 
Mstep: Class 5 contains 14414 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 21331 members 
Mstep: Class 8 contains 8274 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 12811 members 
Mstep: Class 11 contains 167438 members 
Mstep: Class 12 contains 19308 members 
Mstep: Class 13 contains 4997 members 
Mstep: Class 14 contains 56726 members 
Mstep: Class 15 contains 14981 members 
Mstep: Class 16 contains 97805 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 18094 members 
Mstep: Class 19 contains 61358 members 
Mstep: Class 20 contains 24362 members 
Mstep: Class 21 contains 48681 members 
Mstep: Class 22 contains 27207 members 
Mstep: Class 23 contains 13014 members 
Mstep: Class 24 contains 10715 members 
Mstep: Class 25 contains 2630 members 
Mstep: Class 26 contains 5833 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 19158 members 
Mstep: Class 29 contains 146217 members 
Mstep: Class 30 contains 24856 members 
Mstep: Class 31 contains 3946 members 
Mstep: Class 32 contains 178590 members 
Mstep: Class 33 contains 50853 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 686 members 
Mstep: Class 37 contains 7799 members 
Mstep: Class 38 contains 17809 members 
Mstep: Class 39 contains 4710 members 
Mstep: Class 40 contains 24164 members 
Mstep: Class 41 contains 3743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961120.000000 Penalty: 142442.046875
Iteration 99Q: 42 clusters Score -1.509611e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 74781 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 12731 members 
Mstep: Class 5 contains 14414 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 21340 members 
Mstep: Class 8 contains 8268 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 12799 members 
Mstep: Class 11 contains 167439 members 
Mstep: Class 12 contains 19311 members 
Mstep: Class 13 contains 5000 members 
Mstep: Class 14 contains 56770 members 
Mstep: Class 15 contains 14980 members 
Mstep: Class 16 contains 97801 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 18162 members 
Mstep: Class 19 contains 61431 members 
Mstep: Class 20 contains 24365 members 
Mstep: Class 21 contains 48629 members 
Mstep: Class 22 contains 27206 members 
Mstep: Class 23 contains 13016 members 
Mstep: Class 24 contains 10716 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 19150 members 
Mstep: Class 29 contains 146105 members 
Mstep: Class 30 contains 24812 members 
Mstep: Class 31 contains 3947 members 
Mstep: Class 32 contains 178560 members 
Mstep: Class 33 contains 50894 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 686 members 
Mstep: Class 37 contains 7803 members 
Mstep: Class 38 contains 17820 members 
Mstep: Class 39 contains 4714 members 
Mstep: Class 40 contains 24165 members 
Mstep: Class 41 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150961872.000000 Penalty: 142442.046875
Iteration 100F: 42 clusters Score -1.509619e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 74768 members 
Mstep: Class 3 contains 2359 members 
Mstep: Class 4 contains 12740 members 
Mstep: Class 5 contains 14414 members 
Mstep: Class 6 contains 3934 members 
Mstep: Class 7 contains 21351 members 
Mstep: Class 8 contains 8259 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 12790 members 
Mstep: Class 11 contains 167423 members 
Mstep: Class 12 contains 19311 members 
Mstep: Class 13 contains 5000 members 
Mstep: Class 14 contains 56817 members 
Mstep: Class 15 contains 14979 members 
Mstep: Class 16 contains 97791 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 18234 members 
Mstep: Class 19 contains 61502 members 
Mstep: Class 20 contains 24367 members 
Mstep: Class 21 contains 48592 members 
Mstep: Class 22 contains 27205 members 
Mstep: Class 23 contains 13018 members 
Mstep: Class 24 contains 10714 members 
Mstep: Class 25 contains 2632 members 
Mstep: Class 26 contains 5828 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 19152 members 
Mstep: Class 29 contains 145996 members 
Mstep: Class 30 contains 24778 members 
Mstep: Class 31 contains 3949 members 
Mstep: Class 32 contains 178534 members 
Mstep: Class 33 contains 50923 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 686 members 
Mstep: Class 37 contains 7808 members 
Mstep: Class 38 contains 17820 members 
Mstep: Class 39 contains 4716 members 
Mstep: Class 40 contains 24176 members 
Mstep: Class 41 contains 3759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150962944.000000 Penalty: 142442.046875
Iteration 101Q: 42 clusters Score -1.509629e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 74759 members 
Mstep: Class 3 contains 2351 members 
Mstep: Class 4 contains 12745 members 
Mstep: Class 5 contains 14416 members 
Mstep: Class 6 contains 3936 members 
Mstep: Class 7 contains 21355 members 
Mstep: Class 8 contains 8256 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 12785 members 
Mstep: Class 11 contains 167425 members 
Mstep: Class 12 contains 19312 members 
Mstep: Class 13 contains 5001 members 
Mstep: Class 14 contains 56849 members 
Mstep: Class 15 contains 14985 members 
Mstep: Class 16 contains 97787 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 18306 members 
Mstep: Class 19 contains 61564 members 
Mstep: Class 20 contains 24363 members 
Mstep: Class 21 contains 48565 members 
Mstep: Class 22 contains 27196 members 
Mstep: Class 23 contains 13019 members 
Mstep: Class 24 contains 10719 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 5833 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 19152 members 
Mstep: Class 29 contains 145871 members 
Mstep: Class 30 contains 24739 members 
Mstep: Class 31 contains 3948 members 
Mstep: Class 32 contains 178515 members 
Mstep: Class 33 contains 50961 members 
Mstep: Class 34 contains 377 members 
Mstep: Class 35 contains 720 members 
Mstep: Class 36 contains 688 members 
Mstep: Class 37 contains 7816 members 
Mstep: Class 38 contains 17817 members 
Mstep: Class 39 contains 4720 members 
Mstep: Class 40 contains 24181 members 
Mstep: Class 41 contains 3761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150962800.000000 Penalty: 142442.046875
Iteration 102Q: 42 clusters Score -1.509628e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74749 members 
Mstep: Class 3 contains 2345 members 
Mstep: Class 4 contains 12760 members 
Mstep: Class 5 contains 14414 members 
Mstep: Class 6 contains 3940 members 
Mstep: Class 7 contains 21363 members 
Mstep: Class 8 contains 8249 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 12780 members 
Mstep: Class 11 contains 167435 members 
Mstep: Class 12 contains 19310 members 
Mstep: Class 13 contains 5001 members 
Mstep: Class 14 contains 56867 members 
Mstep: Class 15 contains 14983 members 
Mstep: Class 16 contains 97786 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 18375 members 
Mstep: Class 19 contains 61620 members 
Mstep: Class 20 contains 24369 members 
Mstep: Class 21 contains 48536 members 
Mstep: Class 22 contains 27184 members 
Mstep: Class 23 contains 13018 members 
Mstep: Class 24 contains 10725 members 
Mstep: Class 25 contains 2635 members 
Mstep: Class 26 contains 5837 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 19149 members 
Mstep: Class 29 contains 145770 members 
Mstep: Class 30 contains 24700 members 
Mstep: Class 31 contains 3950 members 
Mstep: Class 32 contains 178508 members 
Mstep: Class 33 contains 50989 members 
Mstep: Class 34 contains 372 members 
Mstep: Class 35 contains 711 members 
Mstep: Class 36 contains 689 members 
Mstep: Class 37 contains 7821 members 
Mstep: Class 38 contains 17818 members 
Mstep: Class 39 contains 4722 members 
Mstep: Class 40 contains 24179 members 
Mstep: Class 41 contains 3766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150962944.000000 Penalty: 142442.046875
Iteration 103Q: 42 clusters Score -1.509629e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74745 members 
Mstep: Class 3 contains 2337 members 
Mstep: Class 4 contains 12761 members 
Mstep: Class 5 contains 14415 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 21374 members 
Mstep: Class 8 contains 8242 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 12772 members 
Mstep: Class 11 contains 167436 members 
Mstep: Class 12 contains 19312 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 56901 members 
Mstep: Class 15 contains 14977 members 
Mstep: Class 16 contains 97784 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 18440 members 
Mstep: Class 19 contains 61659 members 
Mstep: Class 20 contains 24370 members 
Mstep: Class 21 contains 48507 members 
Mstep: Class 22 contains 27184 members 
Mstep: Class 23 contains 13018 members 
Mstep: Class 24 contains 10728 members 
Mstep: Class 25 contains 2634 members 
Mstep: Class 26 contains 5847 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 19145 members 
Mstep: Class 29 contains 145686 members 
Mstep: Class 30 contains 24664 members 
Mstep: Class 31 contains 3947 members 
Mstep: Class 32 contains 178500 members 
Mstep: Class 33 contains 51023 members 
Mstep: Class 34 contains 367 members 
Mstep: Class 35 contains 698 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7823 members 
Mstep: Class 38 contains 17823 members 
Mstep: Class 39 contains 4722 members 
Mstep: Class 40 contains 24181 members 
Mstep: Class 41 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963072.000000 Penalty: 142442.046875
Iteration 104Q: 42 clusters Score -1.509631e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74737 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 12761 members 
Mstep: Class 5 contains 14416 members 
Mstep: Class 6 contains 3945 members 
Mstep: Class 7 contains 21384 members 
Mstep: Class 8 contains 8241 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 12767 members 
Mstep: Class 11 contains 167425 members 
Mstep: Class 12 contains 19310 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 56935 members 
Mstep: Class 15 contains 14972 members 
Mstep: Class 16 contains 97784 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 18487 members 
Mstep: Class 19 contains 61693 members 
Mstep: Class 20 contains 24365 members 
Mstep: Class 21 contains 48467 members 
Mstep: Class 22 contains 27166 members 
Mstep: Class 23 contains 13017 members 
Mstep: Class 24 contains 10735 members 
Mstep: Class 25 contains 2634 members 
Mstep: Class 26 contains 5854 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 19143 members 
Mstep: Class 29 contains 145624 members 
Mstep: Class 30 contains 24625 members 
Mstep: Class 31 contains 3948 members 
Mstep: Class 32 contains 178505 members 
Mstep: Class 33 contains 51062 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7828 members 
Mstep: Class 38 contains 17831 members 
Mstep: Class 39 contains 4723 members 
Mstep: Class 40 contains 24180 members 
Mstep: Class 41 contains 3772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150962912.000000 Penalty: 142442.046875
Iteration 105Q: 42 clusters Score -1.509629e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74731 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12766 members 
Mstep: Class 5 contains 14413 members 
Mstep: Class 6 contains 3946 members 
Mstep: Class 7 contains 21388 members 
Mstep: Class 8 contains 8240 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167411 members 
Mstep: Class 12 contains 19310 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 56952 members 
Mstep: Class 15 contains 14966 members 
Mstep: Class 16 contains 97784 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 18539 members 
Mstep: Class 19 contains 61718 members 
Mstep: Class 20 contains 24367 members 
Mstep: Class 21 contains 48424 members 
Mstep: Class 22 contains 27160 members 
Mstep: Class 23 contains 13018 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2634 members 
Mstep: Class 26 contains 5859 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 19142 members 
Mstep: Class 29 contains 145577 members 
Mstep: Class 30 contains 24591 members 
Mstep: Class 31 contains 3949 members 
Mstep: Class 32 contains 178505 members 
Mstep: Class 33 contains 51098 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 690 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7833 members 
Mstep: Class 38 contains 17839 members 
Mstep: Class 39 contains 4724 members 
Mstep: Class 40 contains 24181 members 
Mstep: Class 41 contains 3777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963120.000000 Penalty: 142442.046875
Iteration 106Q: 42 clusters Score -1.509631e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74725 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12777 members 
Mstep: Class 5 contains 14415 members 
Mstep: Class 6 contains 3948 members 
Mstep: Class 7 contains 21394 members 
Mstep: Class 8 contains 8239 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 12750 members 
Mstep: Class 11 contains 167405 members 
Mstep: Class 12 contains 19312 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 56967 members 
Mstep: Class 15 contains 14955 members 
Mstep: Class 16 contains 97780 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 18590 members 
Mstep: Class 19 contains 61741 members 
Mstep: Class 20 contains 24365 members 
Mstep: Class 21 contains 48388 members 
Mstep: Class 22 contains 27148 members 
Mstep: Class 23 contains 13018 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2634 members 
Mstep: Class 26 contains 5865 members 
Mstep: Class 27 contains 1025 members 
Mstep: Class 28 contains 19137 members 
Mstep: Class 29 contains 145522 members 
Mstep: Class 30 contains 24570 members 
Mstep: Class 31 contains 3948 members 
Mstep: Class 32 contains 178506 members 
Mstep: Class 33 contains 51130 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7838 members 
Mstep: Class 38 contains 17844 members 
Mstep: Class 39 contains 4725 members 
Mstep: Class 40 contains 24188 members 
Mstep: Class 41 contains 3779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150962896.000000 Penalty: 142442.046875
Iteration 107Q: 42 clusters Score -1.509629e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74718 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12786 members 
Mstep: Class 5 contains 14413 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 21402 members 
Mstep: Class 8 contains 8242 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 12745 members 
Mstep: Class 11 contains 167419 members 
Mstep: Class 12 contains 19310 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 56993 members 
Mstep: Class 15 contains 14956 members 
Mstep: Class 16 contains 97778 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 18638 members 
Mstep: Class 19 contains 61758 members 
Mstep: Class 20 contains 24364 members 
Mstep: Class 21 contains 48353 members 
Mstep: Class 22 contains 27142 members 
Mstep: Class 23 contains 13019 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2634 members 
Mstep: Class 26 contains 5869 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 19132 members 
Mstep: Class 29 contains 145457 members 
Mstep: Class 30 contains 24534 members 
Mstep: Class 31 contains 3947 members 
Mstep: Class 32 contains 178492 members 
Mstep: Class 33 contains 51159 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7845 members 
Mstep: Class 38 contains 17851 members 
Mstep: Class 39 contains 4725 members 
Mstep: Class 40 contains 24193 members 
Mstep: Class 41 contains 3782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963104.000000 Penalty: 142442.046875
Iteration 108Q: 42 clusters Score -1.509631e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74711 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 14410 members 
Mstep: Class 6 contains 3953 members 
Mstep: Class 7 contains 21416 members 
Mstep: Class 8 contains 8242 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167418 members 
Mstep: Class 12 contains 19311 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 57023 members 
Mstep: Class 15 contains 14951 members 
Mstep: Class 16 contains 97775 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 18674 members 
Mstep: Class 19 contains 61782 members 
Mstep: Class 20 contains 24368 members 
Mstep: Class 21 contains 48323 members 
Mstep: Class 22 contains 27138 members 
Mstep: Class 23 contains 13019 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 2635 members 
Mstep: Class 26 contains 5870 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 19129 members 
Mstep: Class 29 contains 145391 members 
Mstep: Class 30 contains 24498 members 
Mstep: Class 31 contains 3948 members 
Mstep: Class 32 contains 178480 members 
Mstep: Class 33 contains 51194 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 680 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7850 members 
Mstep: Class 38 contains 17860 members 
Mstep: Class 39 contains 4725 members 
Mstep: Class 40 contains 24194 members 
Mstep: Class 41 contains 3782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963184.000000 Penalty: 142442.046875
Iteration 109Q: 42 clusters Score -1.509632e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74702 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12789 members 
Mstep: Class 5 contains 14411 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 21424 members 
Mstep: Class 8 contains 8246 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12747 members 
Mstep: Class 11 contains 167408 members 
Mstep: Class 12 contains 19312 members 
Mstep: Class 13 contains 5005 members 
Mstep: Class 14 contains 57031 members 
Mstep: Class 15 contains 14951 members 
Mstep: Class 16 contains 97771 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 18723 members 
Mstep: Class 19 contains 61804 members 
Mstep: Class 20 contains 24373 members 
Mstep: Class 21 contains 48291 members 
Mstep: Class 22 contains 27132 members 
Mstep: Class 23 contains 13019 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2635 members 
Mstep: Class 26 contains 5874 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 19129 members 
Mstep: Class 29 contains 145324 members 
Mstep: Class 30 contains 24490 members 
Mstep: Class 31 contains 3947 members 
Mstep: Class 32 contains 178468 members 
Mstep: Class 33 contains 51225 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 677 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7859 members 
Mstep: Class 38 contains 17867 members 
Mstep: Class 39 contains 4725 members 
Mstep: Class 40 contains 24199 members 
Mstep: Class 41 contains 3784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963040.000000 Penalty: 142442.046875
Iteration 110Q: 42 clusters Score -1.50963e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74691 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12795 members 
Mstep: Class 5 contains 14410 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 21438 members 
Mstep: Class 8 contains 8240 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12746 members 
Mstep: Class 11 contains 167409 members 
Mstep: Class 12 contains 19313 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 57039 members 
Mstep: Class 15 contains 14949 members 
Mstep: Class 16 contains 97768 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 18770 members 
Mstep: Class 19 contains 61826 members 
Mstep: Class 20 contains 24380 members 
Mstep: Class 21 contains 48266 members 
Mstep: Class 22 contains 27128 members 
Mstep: Class 23 contains 13020 members 
Mstep: Class 24 contains 10738 members 
Mstep: Class 25 contains 2635 members 
Mstep: Class 26 contains 5881 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 19129 members 
Mstep: Class 29 contains 145246 members 
Mstep: Class 30 contains 24474 members 
Mstep: Class 31 contains 3946 members 
Mstep: Class 32 contains 178454 members 
Mstep: Class 33 contains 51253 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7870 members 
Mstep: Class 38 contains 17873 members 
Mstep: Class 39 contains 4725 members 
Mstep: Class 40 contains 24200 members 
Mstep: Class 41 contains 3787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963232.000000 Penalty: 142442.046875
Iteration 111Q: 42 clusters Score -1.509632e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74687 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 14410 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 21447 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12746 members 
Mstep: Class 11 contains 167402 members 
Mstep: Class 12 contains 19313 members 
Mstep: Class 13 contains 5007 members 
Mstep: Class 14 contains 57056 members 
Mstep: Class 15 contains 14946 members 
Mstep: Class 16 contains 97768 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 18820 members 
Mstep: Class 19 contains 61852 members 
Mstep: Class 20 contains 24380 members 
Mstep: Class 21 contains 48240 members 
Mstep: Class 22 contains 27124 members 
Mstep: Class 23 contains 13021 members 
Mstep: Class 24 contains 10738 members 
Mstep: Class 25 contains 2636 members 
Mstep: Class 26 contains 5882 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 19127 members 
Mstep: Class 29 contains 145180 members 
Mstep: Class 30 contains 24459 members 
Mstep: Class 31 contains 3944 members 
Mstep: Class 32 contains 178447 members 
Mstep: Class 33 contains 51267 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 673 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7880 members 
Mstep: Class 38 contains 17882 members 
Mstep: Class 39 contains 4727 members 
Mstep: Class 40 contains 24200 members 
Mstep: Class 41 contains 3789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963328.000000 Penalty: 142442.046875
Iteration 112Q: 42 clusters Score -1.509633e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74683 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12805 members 
Mstep: Class 5 contains 14412 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 21457 members 
Mstep: Class 8 contains 8236 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167398 members 
Mstep: Class 12 contains 19310 members 
Mstep: Class 13 contains 5009 members 
Mstep: Class 14 contains 57064 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97768 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 18878 members 
Mstep: Class 19 contains 61880 members 
Mstep: Class 20 contains 24379 members 
Mstep: Class 21 contains 48208 members 
Mstep: Class 22 contains 27121 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 10738 members 
Mstep: Class 25 contains 2637 members 
Mstep: Class 26 contains 5878 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 19128 members 
Mstep: Class 29 contains 145102 members 
Mstep: Class 30 contains 24435 members 
Mstep: Class 31 contains 3947 members 
Mstep: Class 32 contains 178442 members 
Mstep: Class 33 contains 51294 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7884 members 
Mstep: Class 38 contains 17886 members 
Mstep: Class 39 contains 4729 members 
Mstep: Class 40 contains 24200 members 
Mstep: Class 41 contains 3788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963520.000000 Penalty: 142442.046875
Iteration 113Q: 42 clusters Score -1.509635e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74679 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12813 members 
Mstep: Class 5 contains 14414 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 21471 members 
Mstep: Class 8 contains 8229 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12746 members 
Mstep: Class 11 contains 167389 members 
Mstep: Class 12 contains 19311 members 
Mstep: Class 13 contains 5011 members 
Mstep: Class 14 contains 57074 members 
Mstep: Class 15 contains 14937 members 
Mstep: Class 16 contains 97765 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 18919 members 
Mstep: Class 19 contains 61905 members 
Mstep: Class 20 contains 24377 members 
Mstep: Class 21 contains 48177 members 
Mstep: Class 22 contains 27117 members 
Mstep: Class 23 contains 13024 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5881 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 19129 members 
Mstep: Class 29 contains 145044 members 
Mstep: Class 30 contains 24420 members 
Mstep: Class 31 contains 3946 members 
Mstep: Class 32 contains 178435 members 
Mstep: Class 33 contains 51314 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7888 members 
Mstep: Class 38 contains 17894 members 
Mstep: Class 39 contains 4729 members 
Mstep: Class 40 contains 24202 members 
Mstep: Class 41 contains 3788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963456.000000 Penalty: 142442.046875
Iteration 114Q: 42 clusters Score -1.509635e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74674 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12824 members 
Mstep: Class 5 contains 14415 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 21483 members 
Mstep: Class 8 contains 8223 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 167383 members 
Mstep: Class 12 contains 19315 members 
Mstep: Class 13 contains 5014 members 
Mstep: Class 14 contains 57071 members 
Mstep: Class 15 contains 14936 members 
Mstep: Class 16 contains 97761 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 18942 members 
Mstep: Class 19 contains 61935 members 
Mstep: Class 20 contains 24377 members 
Mstep: Class 21 contains 48144 members 
Mstep: Class 22 contains 27113 members 
Mstep: Class 23 contains 13025 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5884 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 19129 members 
Mstep: Class 29 contains 144995 members 
Mstep: Class 30 contains 24418 members 
Mstep: Class 31 contains 3942 members 
Mstep: Class 32 contains 178423 members 
Mstep: Class 33 contains 51340 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7891 members 
Mstep: Class 38 contains 17900 members 
Mstep: Class 39 contains 4729 members 
Mstep: Class 40 contains 24207 members 
Mstep: Class 41 contains 3788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963408.000000 Penalty: 142442.046875
Iteration 115Q: 42 clusters Score -1.509634e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74666 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12827 members 
Mstep: Class 5 contains 14413 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 21492 members 
Mstep: Class 8 contains 8217 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 12751 members 
Mstep: Class 11 contains 167390 members 
Mstep: Class 12 contains 19318 members 
Mstep: Class 13 contains 5014 members 
Mstep: Class 14 contains 57067 members 
Mstep: Class 15 contains 14938 members 
Mstep: Class 16 contains 97761 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 18966 members 
Mstep: Class 19 contains 61949 members 
Mstep: Class 20 contains 24379 members 
Mstep: Class 21 contains 48115 members 
Mstep: Class 22 contains 27109 members 
Mstep: Class 23 contains 13029 members 
Mstep: Class 24 contains 10741 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5888 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 19124 members 
Mstep: Class 29 contains 144956 members 
Mstep: Class 30 contains 24408 members 
Mstep: Class 31 contains 3939 members 
Mstep: Class 32 contains 178424 members 
Mstep: Class 33 contains 51359 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7897 members 
Mstep: Class 38 contains 17913 members 
Mstep: Class 39 contains 4729 members 
Mstep: Class 40 contains 24207 members 
Mstep: Class 41 contains 3786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963328.000000 Penalty: 142442.046875
Iteration 116Q: 42 clusters Score -1.509633e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74659 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12837 members 
Mstep: Class 5 contains 14409 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 21499 members 
Mstep: Class 8 contains 8212 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 167390 members 
Mstep: Class 12 contains 19318 members 
Mstep: Class 13 contains 5015 members 
Mstep: Class 14 contains 57065 members 
Mstep: Class 15 contains 14938 members 
Mstep: Class 16 contains 97761 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 18993 members 
Mstep: Class 19 contains 61962 members 
Mstep: Class 20 contains 24382 members 
Mstep: Class 21 contains 48101 members 
Mstep: Class 22 contains 27106 members 
Mstep: Class 23 contains 13032 members 
Mstep: Class 24 contains 10741 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5885 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 19119 members 
Mstep: Class 29 contains 144928 members 
Mstep: Class 30 contains 24397 members 
Mstep: Class 31 contains 3937 members 
Mstep: Class 32 contains 178412 members 
Mstep: Class 33 contains 51377 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7903 members 
Mstep: Class 38 contains 17919 members 
Mstep: Class 39 contains 4731 members 
Mstep: Class 40 contains 24207 members 
Mstep: Class 41 contains 3789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963392.000000 Penalty: 142442.046875
Iteration 117Q: 42 clusters Score -1.509634e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74652 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12842 members 
Mstep: Class 5 contains 14407 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 21505 members 
Mstep: Class 8 contains 8209 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 12744 members 
Mstep: Class 11 contains 167389 members 
Mstep: Class 12 contains 19319 members 
Mstep: Class 13 contains 5016 members 
Mstep: Class 14 contains 57066 members 
Mstep: Class 15 contains 14937 members 
Mstep: Class 16 contains 97761 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 19016 members 
Mstep: Class 19 contains 61970 members 
Mstep: Class 20 contains 24383 members 
Mstep: Class 21 contains 48080 members 
Mstep: Class 22 contains 27103 members 
Mstep: Class 23 contains 13033 members 
Mstep: Class 24 contains 10739 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5884 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 19117 members 
Mstep: Class 29 contains 144903 members 
Mstep: Class 30 contains 24388 members 
Mstep: Class 31 contains 3936 members 
Mstep: Class 32 contains 178402 members 
Mstep: Class 33 contains 51399 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7911 members 
Mstep: Class 38 contains 17928 members 
Mstep: Class 39 contains 4733 members 
Mstep: Class 40 contains 24208 members 
Mstep: Class 41 contains 3791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150963184.000000 Penalty: 142442.046875
Iteration 118Q: 42 clusters Score -1.509632e+08 nChanged 220
Entering ConstructFrom: 
Score: -150963184.000000 Penalty: 142442.046875
Entering ConstructFrom: 
Trying to split cluster 1 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -126793.429688 Penalty: 1761.011353
	Iteration 0F: 2 clusters Score -126793.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -124790.125000 Penalty: 3522.022705
	Iteration 0F: 3 clusters Score -124790.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -125454.898438 Penalty: 3522.022705
	Iteration 1F: 3 clusters Score -125454.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -126270.789062 Penalty: 3522.022705
	Iteration 2F: 3 clusters Score -126270.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -127267.187500 Penalty: 3522.022705
	Iteration 3F: 3 clusters Score -127267.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -127742.601562 Penalty: 3522.022705
	Iteration 4F: 3 clusters Score -127742.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -127781.187500 Penalty: 3522.022705
	Iteration 5Q: 3 clusters Score -127781.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -127803.804688 Penalty: 3522.022705
	Iteration 6Q: 3 clusters Score -127803.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -127809.015625 Penalty: 3522.022705
	Iteration 7Q: 3 clusters Score -127809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -127813.515625 Penalty: 3522.022705
	Iteration 8Q: 3 clusters Score -127813.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -127814.140625 Penalty: 3522.022705
	Iteration 9Q: 3 clusters Score -127814.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -127814.140625 Penalty: 3522.022705
	Iteration 10F: 3 clusters Score -127814.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 74649 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12840 members 
Mstep: Class 5 contains 14405 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 21507 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167385 members 
Mstep: Class 12 contains 19321 members 
Mstep: Class 13 contains 5016 members 
Mstep: Class 14 contains 57073 members 
Mstep: Class 15 contains 14933 members 
Mstep: Class 16 contains 97761 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 19044 members 
Mstep: Class 19 contains 61974 members 
Mstep: Class 20 contains 24384 members 
Mstep: Class 21 contains 48058 members 
Mstep: Class 22 contains 27100 members 
Mstep: Class 23 contains 13035 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5884 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 19113 members 
Mstep: Class 29 contains 144878 members 
Mstep: Class 30 contains 24384 members 
Mstep: Class 31 contains 3936 members 
Mstep: Class 32 contains 178397 members 
Mstep: Class 33 contains 51423 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7916 members 
Mstep: Class 38 contains 17930 members 
Mstep: Class 39 contains 4734 members 
Mstep: Class 40 contains 24208 members 
Mstep: Class 41 contains 3793 members 
Mstep: Class 42 contains 368 members 
Entering Unmasked Estep 
Score: -150962912.000000 Penalty: 145916.250000
Splitting cluster 1 changes total score from -150963184.000000 to -150962912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (74649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74649 members 
Entering Unmasked Estep 
Score: -9577176.000000 Penalty: 2782.697021
	Iteration 0F: 2 clusters Score -9577176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -9527229.000000 Penalty: 5565.394043
	Iteration 0F: 3 clusters Score -9527229 nChanged 34895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -9546863.000000 Penalty: 5565.394043
	Iteration 1F: 3 clusters Score -9546863 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -9547687.000000 Penalty: 5565.394043
	Iteration 2Q: 3 clusters Score -9547687 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -9548603.000000 Penalty: 5565.394043
	Iteration 3Q: 3 clusters Score -9548603 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -9549524.000000 Penalty: 5565.394043
	Iteration 4Q: 3 clusters Score -9549524 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -9550674.000000 Penalty: 5565.394043
	Iteration 5Q: 3 clusters Score -9550674 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -9552098.000000 Penalty: 5565.394043
	Iteration 6Q: 3 clusters Score -9552098 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -9553616.000000 Penalty: 5565.394043
	Iteration 7F: 3 clusters Score -9553616 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -9555334.000000 Penalty: 5565.394043
	Iteration 8F: 3 clusters Score -9555334 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -9557208.000000 Penalty: 5565.394043
	Iteration 9F: 3 clusters Score -9557208 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -9559133.000000 Penalty: 5565.394043
	Iteration 10F: 3 clusters Score -9559133 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -9561218.000000 Penalty: 5565.394043
	Iteration 11Q: 3 clusters Score -9561218 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -9563615.000000 Penalty: 5565.394043
	Iteration 12Q: 3 clusters Score -9563615 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -9566186.000000 Penalty: 5565.394043
	Iteration 13Q: 3 clusters Score -9566186 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -9568600.000000 Penalty: 5565.394043
	Iteration 14Q: 3 clusters Score -9568600 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -9570663.000000 Penalty: 5565.394043
	Iteration 15Q: 3 clusters Score -9570663 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
Score: -9572159.000000 Penalty: 5565.394043
	Iteration 16Q: 3 clusters Score -9572159 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -9573167.000000 Penalty: 5565.394043
	Iteration 17Q: 3 clusters Score -9573167 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 72486 members 
Entering Unmasked Estep 
Score: -9573790.000000 Penalty: 5565.394043
	Iteration 18Q: 3 clusters Score -9573790 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 72953 members 
Entering Unmasked Estep 
Score: -9574131.000000 Penalty: 5565.394043
	Iteration 19Q: 3 clusters Score -9574131 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 73240 members 
Entering Unmasked Estep 
Score: -9574343.000000 Penalty: 5565.394043
	Iteration 20F: 3 clusters Score -9574343 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 73429 members 
Entering Unmasked Estep 
Score: -9574481.000000 Penalty: 5565.394043
	Iteration 21Q: 3 clusters Score -9574481 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 73552 members 
Entering Unmasked Estep 
Score: -9574590.000000 Penalty: 5565.394043
	Iteration 22Q: 3 clusters Score -9574590 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 73630 members 
Entering Unmasked Estep 
Score: -9574644.000000 Penalty: 5565.394043
	Iteration 23Q: 3 clusters Score -9574644 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 73686 members 
Entering Unmasked Estep 
Score: -9574669.000000 Penalty: 5565.394043
	Iteration 24Q: 3 clusters Score -9574669 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 73739 members 
Entering Unmasked Estep 
Score: -9574705.000000 Penalty: 5565.394043
	Iteration 25Q: 3 clusters Score -9574705 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 73786 members 
Entering Unmasked Estep 
Score: -9574757.000000 Penalty: 5565.394043
	Iteration 26Q: 3 clusters Score -9574757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -9574768.000000 Penalty: 5565.394043
	Iteration 27Q: 3 clusters Score -9574768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 73829 members 
Entering Unmasked Estep 
Score: -9574784.000000 Penalty: 5565.394043
	Iteration 28Q: 3 clusters Score -9574784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 73842 members 
Entering Unmasked Estep 
Score: -9574787.000000 Penalty: 5565.394043
	Iteration 29Q: 3 clusters Score -9574787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 73859 members 
Entering Unmasked Estep 
Score: -9574800.000000 Penalty: 5565.394043
	Iteration 30Q: 3 clusters Score -9574800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 73870 members 
Entering Unmasked Estep 
Score: -9574812.000000 Penalty: 5565.394043
	Iteration 31Q: 3 clusters Score -9574812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 73875 members 
Entering Unmasked Estep 
Score: -9574829.000000 Penalty: 5565.394043
	Iteration 32Q: 3 clusters Score -9574829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 73879 members 
Entering Unmasked Estep 
Score: -9574826.000000 Penalty: 5565.394043
	Iteration 33Q: 3 clusters Score -9574826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 73882 members 
Entering Unmasked Estep 
Score: -9574826.000000 Penalty: 5565.394043
	Iteration 34Q: 3 clusters Score -9574826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 73884 members 
Entering Unmasked Estep 
Score: -9574823.000000 Penalty: 5565.394043
	Iteration 35Q: 3 clusters Score -9574823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -9574824.000000 Penalty: 5565.394043
	Iteration 36Q: 3 clusters Score -9574824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 73890 members 
Entering Unmasked Estep 
Score: -9574825.000000 Penalty: 5565.394043
	Iteration 37Q: 3 clusters Score -9574825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 73894 members 
Entering Unmasked Estep 
Score: -9574837.000000 Penalty: 5565.394043
	Iteration 38Q: 3 clusters Score -9574837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -9574828.000000 Penalty: 5565.394043
	Iteration 39Q: 3 clusters Score -9574828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 73897 members 
Entering Unmasked Estep 
Score: -9574835.000000 Penalty: 5565.394043
	Iteration 40F: 3 clusters Score -9574835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 73900 members 
Entering Unmasked Estep 
Score: -9574830.000000 Penalty: 5565.394043
	Iteration 41Q: 3 clusters Score -9574830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 73905 members 
Entering Unmasked Estep 
Score: -9574825.000000 Penalty: 5565.394043
	Iteration 42Q: 3 clusters Score -9574825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -9574828.000000 Penalty: 5565.394043
	Iteration 43Q: 3 clusters Score -9574828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -9574826.000000 Penalty: 5565.394043
	Iteration 44Q: 3 clusters Score -9574826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 73914 members 
Entering Unmasked Estep 
Score: -9574831.000000 Penalty: 5565.394043
	Iteration 45Q: 3 clusters Score -9574831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -9574833.000000 Penalty: 5565.394043
	Iteration 46Q: 3 clusters Score -9574833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 73921 members 
Entering Unmasked Estep 
Score: -9574840.000000 Penalty: 5565.394043
	Iteration 47Q: 3 clusters Score -9574840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 73919 members 
Entering Unmasked Estep 
Score: -9574846.000000 Penalty: 5565.394043
	Iteration 48Q: 3 clusters Score -9574846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 73919 members 
Entering Unmasked Estep 
Score: -9574846.000000 Penalty: 5565.394043
	Iteration 49F: 3 clusters Score -9574846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Entering Unmasked Estep 
Score: -286114.125000 Penalty: 1922.792236
	Iteration 0F: 2 clusters Score -286114.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -283245.968750 Penalty: 3845.584473
	Iteration 0F: 3 clusters Score -283246 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -283773.781250 Penalty: 3845.584473
	Iteration 1F: 3 clusters Score -283773.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -283969.000000 Penalty: 3845.584473
	Iteration 2F: 3 clusters Score -283969 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -284073.125000 Penalty: 3845.584473
	Iteration 3F: 3 clusters Score -284073.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -284144.843750 Penalty: 3845.584473
	Iteration 4Q: 3 clusters Score -284144.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -284180.812500 Penalty: 3845.584473
	Iteration 5Q: 3 clusters Score -284180.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -284202.468750 Penalty: 3845.584473
	Iteration 6Q: 3 clusters Score -284202.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -284218.656250 Penalty: 3845.584473
	Iteration 7Q: 3 clusters Score -284218.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -284234.843750 Penalty: 3845.584473
	Iteration 8Q: 3 clusters Score -284234.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -284251.250000 Penalty: 3845.584473
	Iteration 9Q: 3 clusters Score -284251.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -284263.875000 Penalty: 3845.584473
	Iteration 10Q: 3 clusters Score -284263.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -284274.218750 Penalty: 3845.584473
	Iteration 11Q: 3 clusters Score -284274.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -284279.500000 Penalty: 3845.584473
	Iteration 12Q: 3 clusters Score -284279.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -284283.875000 Penalty: 3845.584473
	Iteration 13Q: 3 clusters Score -284283.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -284292.468750 Penalty: 3845.584473
	Iteration 14Q: 3 clusters Score -284292.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -284299.250000 Penalty: 3845.584473
	Iteration 15Q: 3 clusters Score -284299.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -284303.906250 Penalty: 3845.584473
	Iteration 16Q: 3 clusters Score -284303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -284306.625000 Penalty: 3845.584473
	Iteration 17Q: 3 clusters Score -284306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -284309.281250 Penalty: 3845.584473
	Iteration 18Q: 3 clusters Score -284309.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -284312.062500 Penalty: 3845.584473
	Iteration 19Q: 3 clusters Score -284312.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -284313.343750 Penalty: 3845.584473
	Iteration 20F: 3 clusters Score -284313.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -284315.031250 Penalty: 3845.584473
	Iteration 21Q: 3 clusters Score -284315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -284315.218750 Penalty: 3845.584473
	Iteration 22Q: 3 clusters Score -284315.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -284315.218750 Penalty: 3845.584473
	Iteration 23F: 3 clusters Score -284315.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Entering Unmasked Estep 
Score: -1552031.500000 Penalty: 2346.159424
	Iteration 0F: 2 clusters Score -1552032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1542611.000000 Penalty: 4692.318848
	Iteration 0F: 3 clusters Score -1542611 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1545584.250000 Penalty: 4692.318848
	Iteration 1F: 3 clusters Score -1545584 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1546053.375000 Penalty: 4692.318848
	Iteration 2F: 3 clusters Score -1546053 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1546531.875000 Penalty: 4692.318848
	Iteration 3F: 3 clusters Score -1546532 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1547024.000000 Penalty: 4692.318848
	Iteration 4F: 3 clusters Score -1547024 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1547590.000000 Penalty: 4692.318848
	Iteration 5F: 3 clusters Score -1547590 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1548199.000000 Penalty: 4692.318848
	Iteration 6F: 3 clusters Score -1548199 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1548803.125000 Penalty: 4692.318848
	Iteration 7F: 3 clusters Score -1548803 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1549297.875000 Penalty: 4692.318848
	Iteration 8F: 3 clusters Score -1549298 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1549662.000000 Penalty: 4692.318848
	Iteration 9Q: 3 clusters Score -1549662 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1549928.250000 Penalty: 4692.318848
	Iteration 10Q: 3 clusters Score -1549928 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1550076.750000 Penalty: 4692.318848
	Iteration 11Q: 3 clusters Score -1550077 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1550184.750000 Penalty: 4692.318848
	Iteration 12Q: 3 clusters Score -1550185 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1550261.625000 Penalty: 4692.318848
	Iteration 13Q: 3 clusters Score -1550262 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1550299.250000 Penalty: 4692.318848
	Iteration 14Q: 3 clusters Score -1550299 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1550339.250000 Penalty: 4692.318848
	Iteration 15Q: 3 clusters Score -1550339 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1550370.750000 Penalty: 4692.318848
	Iteration 16Q: 3 clusters Score -1550371 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1550386.625000 Penalty: 4692.318848
	Iteration 17Q: 3 clusters Score -1550387 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1550402.500000 Penalty: 4692.318848
	Iteration 18Q: 3 clusters Score -1550402 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1550414.375000 Penalty: 4692.318848
	Iteration 19Q: 3 clusters Score -1550414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1550422.375000 Penalty: 4692.318848
	Iteration 20F: 3 clusters Score -1550422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1550424.875000 Penalty: 4692.318848
	Iteration 21Q: 3 clusters Score -1550425 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1550437.875000 Penalty: 4692.318848
	Iteration 22Q: 3 clusters Score -1550438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1550451.875000 Penalty: 4692.318848
	Iteration 23Q: 3 clusters Score -1550452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1550460.375000 Penalty: 4692.318848
	Iteration 24Q: 3 clusters Score -1550460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1550472.625000 Penalty: 4692.318848
	Iteration 25Q: 3 clusters Score -1550473 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1550476.625000 Penalty: 4692.318848
	Iteration 26Q: 3 clusters Score -1550477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1550480.500000 Penalty: 4692.318848
	Iteration 27Q: 3 clusters Score -1550480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1550479.250000 Penalty: 4692.318848
	Iteration 28Q: 3 clusters Score -1550479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1550485.125000 Penalty: 4692.318848
	Iteration 29Q: 3 clusters Score -1550485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1550488.750000 Penalty: 4692.318848
	Iteration 30Q: 3 clusters Score -1550489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1550490.625000 Penalty: 4692.318848
	Iteration 31Q: 3 clusters Score -1550491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1550491.750000 Penalty: 4692.318848
	Iteration 32Q: 3 clusters Score -1550492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1550493.250000 Penalty: 4692.318848
	Iteration 33Q: 3 clusters Score -1550493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1550494.125000 Penalty: 4692.318848
	Iteration 34Q: 3 clusters Score -1550494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1550496.625000 Penalty: 4692.318848
	Iteration 35Q: 3 clusters Score -1550497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1550502.000000 Penalty: 4692.318848
	Iteration 36Q: 3 clusters Score -1550502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1550503.500000 Penalty: 4692.318848
	Iteration 37Q: 3 clusters Score -1550504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1550501.250000 Penalty: 4692.318848
	Iteration 38Q: 3 clusters Score -1550501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1550503.000000 Penalty: 4692.318848
	Iteration 39Q: 3 clusters Score -1550503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1550504.875000 Penalty: 4692.318848
	Iteration 40F: 3 clusters Score -1550505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1550505.000000 Penalty: 4692.318848
	Iteration 41Q: 3 clusters Score -1550505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1550505.750000 Penalty: 4692.318848
	Iteration 42Q: 3 clusters Score -1550506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1550506.125000 Penalty: 4692.318848
	Iteration 43Q: 3 clusters Score -1550506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1550506.125000 Penalty: 4692.318848
	Iteration 44Q: 3 clusters Score -1550506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1550507.375000 Penalty: 4692.318848
	Iteration 45Q: 3 clusters Score -1550507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1550507.375000 Penalty: 4692.318848
	Iteration 46Q: 3 clusters Score -1550507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1550507.875000 Penalty: 4692.318848
	Iteration 47Q: 3 clusters Score -1550508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1550510.625000 Penalty: 4692.318848
	Iteration 48Q: 3 clusters Score -1550511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1550510.750000 Penalty: 4692.318848
	Iteration 49Q: 3 clusters Score -1550511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1550513.625000 Penalty: 4692.318848
	Iteration 50Q: 3 clusters Score -1550514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1550514.625000 Penalty: 4692.318848
	Iteration 51Q: 3 clusters Score -1550515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1550515.500000 Penalty: 4692.318848
	Iteration 52Q: 3 clusters Score -1550516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1550514.000000 Penalty: 4692.318848
	Iteration 53Q: 3 clusters Score -1550514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1550516.125000 Penalty: 4692.318848
	Iteration 54Q: 3 clusters Score -1550516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1550520.375000 Penalty: 4692.318848
	Iteration 55Q: 3 clusters Score -1550520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1550518.750000 Penalty: 4692.318848
	Iteration 56Q: 3 clusters Score -1550519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1550520.000000 Penalty: 4692.318848
	Iteration 57Q: 3 clusters Score -1550520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1550518.000000 Penalty: 4692.318848
	Iteration 58Q: 3 clusters Score -1550518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1550520.250000 Penalty: 4692.318848
	Iteration 59Q: 3 clusters Score -1550520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1550520.250000 Penalty: 4692.318848
	Iteration 60F: 3 clusters Score -1550520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Entering Unmasked Estep 
Score: -1816447.000000 Penalty: 2374.682129
	Iteration 0F: 2 clusters Score -1816447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1805949.000000 Penalty: 4749.364258
	Iteration 0F: 3 clusters Score -1805949 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1809587.625000 Penalty: 4749.364258
	Iteration 1F: 3 clusters Score -1809588 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1810343.125000 Penalty: 4749.364258
	Iteration 2F: 3 clusters Score -1810343 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1811060.500000 Penalty: 4749.364258
	Iteration 3F: 3 clusters Score -1811060 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1811678.125000 Penalty: 4749.364258
	Iteration 4F: 3 clusters Score -1811678 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1812289.000000 Penalty: 4749.364258
	Iteration 5F: 3 clusters Score -1812289 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1812900.750000 Penalty: 4749.364258
	Iteration 6F: 3 clusters Score -1812901 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1813517.625000 Penalty: 4749.364258
	Iteration 7F: 3 clusters Score -1813518 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1814182.500000 Penalty: 4749.364258
	Iteration 8Q: 3 clusters Score -1814182 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1814774.125000 Penalty: 4749.364258
	Iteration 9Q: 3 clusters Score -1814774 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1815168.875000 Penalty: 4749.364258
	Iteration 10Q: 3 clusters Score -1815169 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1815428.500000 Penalty: 4749.364258
	Iteration 11Q: 3 clusters Score -1815428 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1815580.000000 Penalty: 4749.364258
	Iteration 12Q: 3 clusters Score -1815580 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1815678.750000 Penalty: 4749.364258
	Iteration 13Q: 3 clusters Score -1815679 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1815747.125000 Penalty: 4749.364258
	Iteration 14Q: 3 clusters Score -1815747 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1815787.625000 Penalty: 4749.364258
	Iteration 15Q: 3 clusters Score -1815788 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1815804.375000 Penalty: 4749.364258
	Iteration 16Q: 3 clusters Score -1815804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1815813.000000 Penalty: 4749.364258
	Iteration 17Q: 3 clusters Score -1815813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1815822.875000 Penalty: 4749.364258
	Iteration 18Q: 3 clusters Score -1815823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1815824.750000 Penalty: 4749.364258
	Iteration 19Q: 3 clusters Score -1815825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1815826.000000 Penalty: 4749.364258
	Iteration 20F: 3 clusters Score -1815826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1815829.250000 Penalty: 4749.364258
	Iteration 21Q: 3 clusters Score -1815829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1815832.500000 Penalty: 4749.364258
	Iteration 22Q: 3 clusters Score -1815832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1815832.000000 Penalty: 4749.364258
	Iteration 23Q: 3 clusters Score -1815832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1815834.250000 Penalty: 4749.364258
	Iteration 24Q: 3 clusters Score -1815834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1815835.125000 Penalty: 4749.364258
	Iteration 25Q: 3 clusters Score -1815835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1815835.125000 Penalty: 4749.364258
	Iteration 26F: 3 clusters Score -1815835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Entering Unmasked Estep 
Score: -462499.250000 Penalty: 2054.494629
	Iteration 0F: 2 clusters Score -462499.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -458719.625000 Penalty: 4108.989258
	Iteration 0F: 3 clusters Score -458719.6 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -459781.000000 Penalty: 4108.989258
	Iteration 1F: 3 clusters Score -459781 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -460192.562500 Penalty: 4108.989258
	Iteration 2F: 3 clusters Score -460192.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -460533.531250 Penalty: 4108.989258
	Iteration 3F: 3 clusters Score -460533.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -460859.968750 Penalty: 4108.989258
	Iteration 4F: 3 clusters Score -460860 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -461235.031250 Penalty: 4108.989258
	Iteration 5F: 3 clusters Score -461235 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -461562.000000 Penalty: 4108.989258
	Iteration 6F: 3 clusters Score -461562 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -461810.968750 Penalty: 4108.989258
	Iteration 7F: 3 clusters Score -461811 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -462001.531250 Penalty: 4108.989258
	Iteration 8Q: 3 clusters Score -462001.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -462127.812500 Penalty: 4108.989258
	Iteration 9Q: 3 clusters Score -462127.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -462232.625000 Penalty: 4108.989258
	Iteration 10Q: 3 clusters Score -462232.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -462311.062500 Penalty: 4108.989258
	Iteration 11Q: 3 clusters Score -462311.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -462367.812500 Penalty: 4108.989258
	Iteration 12Q: 3 clusters Score -462367.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -462403.687500 Penalty: 4108.989258
	Iteration 13Q: 3 clusters Score -462403.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -462428.406250 Penalty: 4108.989258
	Iteration 14Q: 3 clusters Score -462428.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -462443.125000 Penalty: 4108.989258
	Iteration 15Q: 3 clusters Score -462443.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -462449.156250 Penalty: 4108.989258
	Iteration 16Q: 3 clusters Score -462449.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -462452.437500 Penalty: 4108.989258
	Iteration 17Q: 3 clusters Score -462452.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -462454.312500 Penalty: 4108.989258
	Iteration 18Q: 3 clusters Score -462454.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -462460.750000 Penalty: 4108.989258
	Iteration 19Q: 3 clusters Score -462460.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -462468.937500 Penalty: 4108.989258
	Iteration 20F: 3 clusters Score -462468.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -462471.718750 Penalty: 4108.989258
	Iteration 21Q: 3 clusters Score -462471.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -462474.343750 Penalty: 4108.989258
	Iteration 22Q: 3 clusters Score -462474.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -462480.812500 Penalty: 4108.989258
	Iteration 23Q: 3 clusters Score -462480.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -462482.343750 Penalty: 4108.989258
	Iteration 24Q: 3 clusters Score -462482.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -462485.625000 Penalty: 4108.989258
	Iteration 25Q: 3 clusters Score -462485.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -462486.875000 Penalty: 4108.989258
	Iteration 26Q: 3 clusters Score -462486.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -462490.375000 Penalty: 4108.989258
	Iteration 27Q: 3 clusters Score -462490.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -462500.968750 Penalty: 4108.989258
	Iteration 28Q: 3 clusters Score -462501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -462510.968750 Penalty: 4108.989258
	Iteration 29Q: 3 clusters Score -462511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -462520.687500 Penalty: 4108.989258
	Iteration 30Q: 3 clusters Score -462520.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -462529.281250 Penalty: 4108.989258
	Iteration 31Q: 3 clusters Score -462529.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -462533.343750 Penalty: 4108.989258
	Iteration 32Q: 3 clusters Score -462533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -462536.437500 Penalty: 4108.989258
	Iteration 33Q: 3 clusters Score -462536.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -462537.156250 Penalty: 4108.989258
	Iteration 34Q: 3 clusters Score -462537.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -462536.906250 Penalty: 4108.989258
	Iteration 35Q: 3 clusters Score -462536.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -462536.906250 Penalty: 4108.989258
	Iteration 36F: 3 clusters Score -462536.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74649 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12840 members 
Mstep: Class 5 contains 14405 members 
Mstep: Class 6 contains 355 members 
Mstep: Class 7 contains 21507 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167385 members 
Mstep: Class 12 contains 19321 members 
Mstep: Class 13 contains 5016 members 
Mstep: Class 14 contains 57073 members 
Mstep: Class 15 contains 14933 members 
Mstep: Class 16 contains 97761 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 19044 members 
Mstep: Class 19 contains 61974 members 
Mstep: Class 20 contains 24384 members 
Mstep: Class 21 contains 48058 members 
Mstep: Class 22 contains 27100 members 
Mstep: Class 23 contains 13035 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5884 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 19113 members 
Mstep: Class 29 contains 144878 members 
Mstep: Class 30 contains 24384 members 
Mstep: Class 31 contains 3936 members 
Mstep: Class 32 contains 178397 members 
Mstep: Class 33 contains 51423 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7916 members 
Mstep: Class 38 contains 17930 members 
Mstep: Class 39 contains 4734 members 
Mstep: Class 40 contains 24208 members 
Mstep: Class 41 contains 3793 members 
Mstep: Class 42 contains 3606 members 
Entering Unmasked Estep 
Score: -150961856.000000 Penalty: 145916.250000
Splitting cluster 6 changes total score from -150963184.000000 to -150961856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (21507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Entering Unmasked Estep 
Score: -2605198.250000 Penalty: 2474.081055
	Iteration 0F: 2 clusters Score -2605198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2590034.750000 Penalty: 4948.162109
	Iteration 0F: 3 clusters Score -2590035 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2595290.500000 Penalty: 4948.162109
	Iteration 1F: 3 clusters Score -2595290 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2595895.000000 Penalty: 4948.162109
	Iteration 2F: 3 clusters Score -2595895 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2596399.000000 Penalty: 4948.162109
	Iteration 3F: 3 clusters Score -2596399 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2596883.500000 Penalty: 4948.162109
	Iteration 4Q: 3 clusters Score -2596884 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2597439.250000 Penalty: 4948.162109
	Iteration 5Q: 3 clusters Score -2597439 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2598067.000000 Penalty: 4948.162109
	Iteration 6F: 3 clusters Score -2598067 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2598781.250000 Penalty: 4948.162109
	Iteration 7F: 3 clusters Score -2598781 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2599413.500000 Penalty: 4948.162109
	Iteration 8F: 3 clusters Score -2599414 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2599998.750000 Penalty: 4948.162109
	Iteration 9Q: 3 clusters Score -2599999 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2600530.750000 Penalty: 4948.162109
	Iteration 10Q: 3 clusters Score -2600531 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2600945.750000 Penalty: 4948.162109
	Iteration 11Q: 3 clusters Score -2600946 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2601275.000000 Penalty: 4948.162109
	Iteration 12Q: 3 clusters Score -2601275 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2601529.500000 Penalty: 4948.162109
	Iteration 13Q: 3 clusters Score -2601530 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2601684.000000 Penalty: 4948.162109
	Iteration 14Q: 3 clusters Score -2601684 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2601818.250000 Penalty: 4948.162109
	Iteration 15Q: 3 clusters Score -2601818 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2601913.750000 Penalty: 4948.162109
	Iteration 16Q: 3 clusters Score -2601914 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2602007.250000 Penalty: 4948.162109
	Iteration 17Q: 3 clusters Score -2602007 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2602060.000000 Penalty: 4948.162109
	Iteration 18Q: 3 clusters Score -2602060 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2602102.500000 Penalty: 4948.162109
	Iteration 19Q: 3 clusters Score -2602102 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2602137.250000 Penalty: 4948.162109
	Iteration 20F: 3 clusters Score -2602137 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2602154.750000 Penalty: 4948.162109
	Iteration 21Q: 3 clusters Score -2602155 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2602182.250000 Penalty: 4948.162109
	Iteration 22Q: 3 clusters Score -2602182 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2602205.250000 Penalty: 4948.162109
	Iteration 23Q: 3 clusters Score -2602205 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2602211.500000 Penalty: 4948.162109
	Iteration 24Q: 3 clusters Score -2602212 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2602241.500000 Penalty: 4948.162109
	Iteration 25Q: 3 clusters Score -2602242 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2602264.750000 Penalty: 4948.162109
	Iteration 26Q: 3 clusters Score -2602265 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2602280.000000 Penalty: 4948.162109
	Iteration 27Q: 3 clusters Score -2602280 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2602300.000000 Penalty: 4948.162109
	Iteration 28Q: 3 clusters Score -2602300 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2602322.000000 Penalty: 4948.162109
	Iteration 29Q: 3 clusters Score -2602322 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2602339.750000 Penalty: 4948.162109
	Iteration 30Q: 3 clusters Score -2602340 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2602368.000000 Penalty: 4948.162109
	Iteration 31Q: 3 clusters Score -2602368 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2602397.500000 Penalty: 4948.162109
	Iteration 32Q: 3 clusters Score -2602398 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2602417.500000 Penalty: 4948.162109
	Iteration 33Q: 3 clusters Score -2602418 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2602445.250000 Penalty: 4948.162109
	Iteration 34Q: 3 clusters Score -2602445 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2602477.750000 Penalty: 4948.162109
	Iteration 35Q: 3 clusters Score -2602478 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2602503.250000 Penalty: 4948.162109
	Iteration 36Q: 3 clusters Score -2602503 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2602540.500000 Penalty: 4948.162109
	Iteration 37Q: 3 clusters Score -2602540 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2602570.750000 Penalty: 4948.162109
	Iteration 38Q: 3 clusters Score -2602571 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2602606.500000 Penalty: 4948.162109
	Iteration 39Q: 3 clusters Score -2602606 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2602638.000000 Penalty: 4948.162109
	Iteration 40F: 3 clusters Score -2602638 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2602680.500000 Penalty: 4948.162109
	Iteration 41Q: 3 clusters Score -2602680 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2602731.250000 Penalty: 4948.162109
	Iteration 42Q: 3 clusters Score -2602731 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2602794.250000 Penalty: 4948.162109
	Iteration 43Q: 3 clusters Score -2602794 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2602883.000000 Penalty: 4948.162109
	Iteration 44Q: 3 clusters Score -2602883 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2602966.500000 Penalty: 4948.162109
	Iteration 45Q: 3 clusters Score -2602966 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2603053.000000 Penalty: 4948.162109
	Iteration 46Q: 3 clusters Score -2603053 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2603124.250000 Penalty: 4948.162109
	Iteration 47Q: 3 clusters Score -2603124 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2603171 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2603195.000000 Penalty: 4948.162109
	Iteration 49Q: 3 clusters Score -2603195 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2603226.250000 Penalty: 4948.162109
	Iteration 50Q: 3 clusters Score -2603226 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2603247.250000 Penalty: 4948.162109
	Iteration 51Q: 3 clusters Score -2603247 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2603267 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2603273.250000 Penalty: 4948.162109
	Iteration 53Q: 3 clusters Score -2603273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2603284.250000 Penalty: 4948.162109
	Iteration 54Q: 3 clusters Score -2603284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2603282.500000 Penalty: 4948.162109
	Iteration 55Q: 3 clusters Score -2603282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2603290.750000 Penalty: 4948.162109
	Iteration 56Q: 3 clusters Score -2603291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2603301.250000 Penalty: 4948.162109
	Iteration 57Q: 3 clusters Score -2603301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2603309.500000 Penalty: 4948.162109
	Iteration 58Q: 3 clusters Score -2603310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2603308.750000 Penalty: 4948.162109
	Iteration 59Q: 3 clusters Score -2603309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2603315.750000 Penalty: 4948.162109
	Iteration 60F: 3 clusters Score -2603316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2603324.500000 Penalty: 4948.162109
	Iteration 61Q: 3 clusters Score -2603324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2603335.750000 Penalty: 4948.162109
	Iteration 62Q: 3 clusters Score -2603336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2603338.750000 Penalty: 4948.162109
	Iteration 63Q: 3 clusters Score -2603339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2603339.000000 Penalty: 4948.162109
	Iteration 64Q: 3 clusters Score -2603339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2603343.000000 Penalty: 4948.162109
	Iteration 65Q: 3 clusters Score -2603343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2603348.250000 Penalty: 4948.162109
	Iteration 66Q: 3 clusters Score -2603348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2603349.500000 Penalty: 4948.162109
	Iteration 67Q: 3 clusters Score -2603350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2603351.250000 Penalty: 4948.162109
	Iteration 68Q: 3 clusters Score -2603351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2603353.250000 Penalty: 4948.162109
	Iteration 69Q: 3 clusters Score -2603353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2603359.750000 Penalty: 4948.162109
	Iteration 70Q: 3 clusters Score -2603360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2603367.750000 Penalty: 4948.162109
	Iteration 71Q: 3 clusters Score -2603368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2603367.000000 Penalty: 4948.162109
	Iteration 72Q: 3 clusters Score -2603367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2603366.250000 Penalty: 4948.162109
	Iteration 73Q: 3 clusters Score -2603366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2603374.000000 Penalty: 4948.162109
	Iteration 74Q: 3 clusters Score -2603374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2603386.000000 Penalty: 4948.162109
	Iteration 75Q: 3 clusters Score -2603386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2603391.750000 Penalty: 4948.162109
	Iteration 76Q: 3 clusters Score -2603392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2603394.500000 Penalty: 4948.162109
	Iteration 77Q: 3 clusters Score -2603394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2603397.000000 Penalty: 4948.162109
	Iteration 78Q: 3 clusters Score -2603397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2603408.750000 Penalty: 4948.162109
	Iteration 79Q: 3 clusters Score -2603409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2603421.500000 Penalty: 4948.162109
	Iteration 80F: 3 clusters Score -2603422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2603424.750000 Penalty: 4948.162109
	Iteration 81Q: 3 clusters Score -2603425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2603421.000000 Penalty: 4948.162109
	Iteration 82Q: 3 clusters Score -2603421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2603425.750000 Penalty: 4948.162109
	Iteration 83Q: 3 clusters Score -2603426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2603433.000000 Penalty: 4948.162109
	Iteration 84Q: 3 clusters Score -2603433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2603435.500000 Penalty: 4948.162109
	Iteration 85Q: 3 clusters Score -2603436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2603432.750000 Penalty: 4948.162109
	Iteration 86Q: 3 clusters Score -2603433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2603434.750000 Penalty: 4948.162109
	Iteration 87Q: 3 clusters Score -2603435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2603438.000000 Penalty: 4948.162109
	Iteration 88Q: 3 clusters Score -2603438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2603445.250000 Penalty: 4948.162109
	Iteration 89Q: 3 clusters Score -2603445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2603458.000000 Penalty: 4948.162109
	Iteration 90Q: 3 clusters Score -2603458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2603460.750000 Penalty: 4948.162109
	Iteration 91Q: 3 clusters Score -2603461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2603459.500000 Penalty: 4948.162109
	Iteration 92Q: 3 clusters Score -2603460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2603469.500000 Penalty: 4948.162109
	Iteration 93Q: 3 clusters Score -2603470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2603469.750000 Penalty: 4948.162109
	Iteration 94Q: 3 clusters Score -2603470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2603477.750000 Penalty: 4948.162109
	Iteration 95Q: 3 clusters Score -2603478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2603476.250000 Penalty: 4948.162109
	Iteration 96Q: 3 clusters Score -2603476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2603482.000000 Penalty: 4948.162109
	Iteration 97Q: 3 clusters Score -2603482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2603482.250000 Penalty: 4948.162109
	Iteration 98Q: 3 clusters Score -2603482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2603494.000000 Penalty: 4948.162109
	Iteration 99Q: 3 clusters Score -2603494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -2603498.000000 Penalty: 4948.162109
	Iteration 100F: 3 clusters Score -2603498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2603512.250000 Penalty: 4948.162109
	Iteration 101Q: 3 clusters Score -2603512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2603524.750000 Penalty: 4948.162109
	Iteration 102Q: 3 clusters Score -2603525 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2603527.250000 Penalty: 4948.162109
	Iteration 103Q: 3 clusters Score -2603527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2603540.000000 Penalty: 4948.162109
	Iteration 104Q: 3 clusters Score -2603540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2603543.500000 Penalty: 4948.162109
	Iteration 105Q: 3 clusters Score -2603544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2603544.000000 Penalty: 4948.162109
	Iteration 106Q: 3 clusters Score -2603544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2603546.250000 Penalty: 4948.162109
	Iteration 107Q: 3 clusters Score -2603546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2603551.250000 Penalty: 4948.162109
	Iteration 108Q: 3 clusters Score -2603551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2603562.500000 Penalty: 4948.162109
	Iteration 109Q: 3 clusters Score -2603562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2603567.750000 Penalty: 4948.162109
	Iteration 110Q: 3 clusters Score -2603568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2603568.000000 Penalty: 4948.162109
	Iteration 111Q: 3 clusters Score -2603568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2603575.500000 Penalty: 4948.162109
	Iteration 112Q: 3 clusters Score -2603576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2603584.750000 Penalty: 4948.162109
	Iteration 113Q: 3 clusters Score -2603585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2603586.000000 Penalty: 4948.162109
	Iteration 114Q: 3 clusters Score -2603586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2603582.750000 Penalty: 4948.162109
	Iteration 115Q: 3 clusters Score -2603583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2603585.250000 Penalty: 4948.162109
	Iteration 116Q: 3 clusters Score -2603585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2603598.000000 Penalty: 4948.162109
	Iteration 117Q: 3 clusters Score -2603598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2603605.500000 Penalty: 4948.162109
	Iteration 118Q: 3 clusters Score -2603606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2603603.750000 Penalty: 4948.162109
	Iteration 119Q: 3 clusters Score -2603604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2603607.500000 Penalty: 4948.162109
	Iteration 120F: 3 clusters Score -2603608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2603621.500000 Penalty: 4948.162109
	Iteration 121Q: 3 clusters Score -2603622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2603632.750000 Penalty: 4948.162109
	Iteration 122Q: 3 clusters Score -2603633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2603633.250000 Penalty: 4948.162109
	Iteration 123Q: 3 clusters Score -2603633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2603644.500000 Penalty: 4948.162109
	Iteration 124Q: 3 clusters Score -2603644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2603650.500000 Penalty: 4948.162109
	Iteration 125Q: 3 clusters Score -2603650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2603653.750000 Penalty: 4948.162109
	Iteration 126Q: 3 clusters Score -2603654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2603661.250000 Penalty: 4948.162109
	Iteration 127Q: 3 clusters Score -2603661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2603669.500000 Penalty: 4948.162109
	Iteration 128Q: 3 clusters Score -2603670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2603669.000000 Penalty: 4948.162109
	Iteration 129Q: 3 clusters Score -2603669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2603676.750000 Penalty: 4948.162109
	Iteration 130Q: 3 clusters Score -2603677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2603680.000000 Penalty: 4948.162109
	Iteration 131Q: 3 clusters Score -2603680 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2603685.500000 Penalty: 4948.162109
	Iteration 132Q: 3 clusters Score -2603686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2603692.000000 Penalty: 4948.162109
	Iteration 133Q: 3 clusters Score -2603692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2603695.500000 Penalty: 4948.162109
	Iteration 134Q: 3 clusters Score -2603696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2603704.500000 Penalty: 4948.162109
	Iteration 135Q: 3 clusters Score -2603704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2603715.000000 Penalty: 4948.162109
	Iteration 136Q: 3 clusters Score -2603715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2603729.750000 Penalty: 4948.162109
	Iteration 137Q: 3 clusters Score -2603730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2603737.500000 Penalty: 4948.162109
	Iteration 138Q: 3 clusters Score -2603738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2603746.750000 Penalty: 4948.162109
	Iteration 139Q: 3 clusters Score -2603747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2603759.000000 Penalty: 4948.162109
	Iteration 140F: 3 clusters Score -2603759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2603770.000000 Penalty: 4948.162109
	Iteration 141Q: 3 clusters Score -2603770 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -2603777.250000 Penalty: 4948.162109
	Iteration 142Q: 3 clusters Score -2603777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2603790.500000 Penalty: 4948.162109
	Iteration 143Q: 3 clusters Score -2603790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2603804.250000 Penalty: 4948.162109
	Iteration 144Q: 3 clusters Score -2603804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2603819.500000 Penalty: 4948.162109
	Iteration 145Q: 3 clusters Score -2603820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2603840.000000 Penalty: 4948.162109
	Iteration 146Q: 3 clusters Score -2603840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2603860.750000 Penalty: 4948.162109
	Iteration 147Q: 3 clusters Score -2603861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2603874.250000 Penalty: 4948.162109
	Iteration 148Q: 3 clusters Score -2603874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2603894.250000 Penalty: 4948.162109
	Iteration 149Q: 3 clusters Score -2603894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2603911.500000 Penalty: 4948.162109
	Iteration 150Q: 3 clusters Score -2603912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2603919.000000 Penalty: 4948.162109
	Iteration 151Q: 3 clusters Score -2603919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2603930.500000 Penalty: 4948.162109
	Iteration 152Q: 3 clusters Score -2603930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2603938.250000 Penalty: 4948.162109
	Iteration 153Q: 3 clusters Score -2603938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2603943.750000 Penalty: 4948.162109
	Iteration 154Q: 3 clusters Score -2603944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2603946.500000 Penalty: 4948.162109
	Iteration 155Q: 3 clusters Score -2603946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2603947.000000 Penalty: 4948.162109
	Iteration 156Q: 3 clusters Score -2603947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2603952.000000 Penalty: 4948.162109
	Iteration 157Q: 3 clusters Score -2603952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2603950.750000 Penalty: 4948.162109
	Iteration 158Q: 3 clusters Score -2603951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2603952.750000 Penalty: 4948.162109
	Iteration 159Q: 3 clusters Score -2603953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2603953.250000 Penalty: 4948.162109
	Iteration 160F: 3 clusters Score -2603953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2603956.250000 Penalty: 4948.162109
	Iteration 161Q: 3 clusters Score -2603956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2603958.000000 Penalty: 4948.162109
	Iteration 162Q: 3 clusters Score -2603958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2603958.000000 Penalty: 4948.162109
	Iteration 163F: 3 clusters Score -2603958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Entering Unmasked Estep 
Score: -906957.125000 Penalty: 2235.129883
	Iteration 0F: 2 clusters Score -906957.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -900498.312500 Penalty: 4470.259766
	Iteration 0F: 3 clusters Score -900498.3 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -902679.375000 Penalty: 4470.259766
	Iteration 1F: 3 clusters Score -902679.4 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -903409.687500 Penalty: 4470.259766
	Iteration 2F: 3 clusters Score -903409.7 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -904040.562500 Penalty: 4470.259766
	Iteration 3F: 3 clusters Score -904040.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -904524.437500 Penalty: 4470.259766
	Iteration 4F: 3 clusters Score -904524.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -904845.500000 Penalty: 4470.259766
	Iteration 5F: 3 clusters Score -904845.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -905057.937500 Penalty: 4470.259766
	Iteration 6Q: 3 clusters Score -905057.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -905206.000000 Penalty: 4470.259766
	Iteration 7Q: 3 clusters Score -905206 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -905330.312500 Penalty: 4470.259766
	Iteration 8Q: 3 clusters Score -905330.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -905431.375000 Penalty: 4470.259766
	Iteration 9Q: 3 clusters Score -905431.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -905518.062500 Penalty: 4470.259766
	Iteration 10Q: 3 clusters Score -905518.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -905585.750000 Penalty: 4470.259766
	Iteration 11Q: 3 clusters Score -905585.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -905641.375000 Penalty: 4470.259766
	Iteration 12Q: 3 clusters Score -905641.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -905686.000000 Penalty: 4470.259766
	Iteration 13Q: 3 clusters Score -905686 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -905722.937500 Penalty: 4470.259766
	Iteration 14Q: 3 clusters Score -905722.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -905753.750000 Penalty: 4470.259766
	Iteration 15Q: 3 clusters Score -905753.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -905785.375000 Penalty: 4470.259766
	Iteration 16Q: 3 clusters Score -905785.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -905813.062500 Penalty: 4470.259766
	Iteration 17Q: 3 clusters Score -905813.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -905831.312500 Penalty: 4470.259766
	Iteration 18Q: 3 clusters Score -905831.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -905849.937500 Penalty: 4470.259766
	Iteration 19Q: 3 clusters Score -905849.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -905867.750000 Penalty: 4470.259766
	Iteration 20F: 3 clusters Score -905867.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -905891.062500 Penalty: 4470.259766
	Iteration 21Q: 3 clusters Score -905891.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -905917.125000 Penalty: 4470.259766
	Iteration 22Q: 3 clusters Score -905917.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -905941.437500 Penalty: 4470.259766
	Iteration 23Q: 3 clusters Score -905941.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -905956.937500 Penalty: 4470.259766
	Iteration 24Q: 3 clusters Score -905956.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -905970.562500 Penalty: 4470.259766
	Iteration 25Q: 3 clusters Score -905970.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -905978.000000 Penalty: 4470.259766
	Iteration 26Q: 3 clusters Score -905978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -905987.562500 Penalty: 4470.259766
	Iteration 27Q: 3 clusters Score -905987.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -905999.812500 Penalty: 4470.259766
	Iteration 28Q: 3 clusters Score -905999.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -906008.062500 Penalty: 4470.259766
	Iteration 29Q: 3 clusters Score -906008.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -906012.500000 Penalty: 4470.259766
	Iteration 30Q: 3 clusters Score -906012.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -906015.625000 Penalty: 4470.259766
	Iteration 31Q: 3 clusters Score -906015.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -906023.375000 Penalty: 4470.259766
	Iteration 32Q: 3 clusters Score -906023.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -906028.250000 Penalty: 4470.259766
	Iteration 33Q: 3 clusters Score -906028.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -906029.312500 Penalty: 4470.259766
	Iteration 34Q: 3 clusters Score -906029.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -906030.750000 Penalty: 4470.259766
	Iteration 35Q: 3 clusters Score -906030.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -906033.437500 Penalty: 4470.259766
	Iteration 36Q: 3 clusters Score -906033.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -906032.875000 Penalty: 4470.259766
	Iteration 37Q: 3 clusters Score -906032.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -906034.312500 Penalty: 4470.259766
	Iteration 38Q: 3 clusters Score -906034.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -906035.500000 Penalty: 4470.259766
	Iteration 39Q: 3 clusters Score -906035.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -906036.312500 Penalty: 4470.259766
	Iteration 40F: 3 clusters Score -906036.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -906035.250000 Penalty: 4470.259766
	Iteration 41Q: 3 clusters Score -906035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -906037.250000 Penalty: 4470.259766
	Iteration 42Q: 3 clusters Score -906037.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -906036.375000 Penalty: 4470.259766
	Iteration 43Q: 3 clusters Score -906036.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -906037.125000 Penalty: 4470.259766
	Iteration 44Q: 3 clusters Score -906037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -906038.062500 Penalty: 4470.259766
	Iteration 45Q: 3 clusters Score -906038.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -906038.625000 Penalty: 4470.259766
	Iteration 46Q: 3 clusters Score -906038.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -906039.125000 Penalty: 4470.259766
	Iteration 47Q: 3 clusters Score -906039.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -906039.500000 Penalty: 4470.259766
	Iteration 48Q: 3 clusters Score -906039.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -906043.062500 Penalty: 4470.259766
	Iteration 49Q: 3 clusters Score -906043.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -906044.500000 Penalty: 4470.259766
	Iteration 50Q: 3 clusters Score -906044.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -906045.437500 Penalty: 4470.259766
	Iteration 51Q: 3 clusters Score -906045.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -906050.312500 Penalty: 4470.259766
	Iteration 52Q: 3 clusters Score -906050.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -906051.500000 Penalty: 4470.259766
	Iteration 53Q: 3 clusters Score -906051.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -906055.062500 Penalty: 4470.259766
	Iteration 54Q: 3 clusters Score -906055.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -906054.250000 Penalty: 4470.259766
	Iteration 55Q: 3 clusters Score -906054.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -906054.500000 Penalty: 4470.259766
	Iteration 56Q: 3 clusters Score -906054.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -906058.500000 Penalty: 4470.259766
	Iteration 57Q: 3 clusters Score -906058.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -906058.000000 Penalty: 4470.259766
	Iteration 58Q: 3 clusters Score -906058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -906061.875000 Penalty: 4470.259766
	Iteration 59Q: 3 clusters Score -906061.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -906060.750000 Penalty: 4470.259766
	Iteration 60F: 3 clusters Score -906060.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -906061.937500 Penalty: 4470.259766
	Iteration 61Q: 3 clusters Score -906061.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -906062.062500 Penalty: 4470.259766
	Iteration 62Q: 3 clusters Score -906062.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -906062.437500 Penalty: 4470.259766
	Iteration 63Q: 3 clusters Score -906062.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -906062.250000 Penalty: 4470.259766
	Iteration 64Q: 3 clusters Score -906062.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -906062.250000 Penalty: 4470.259766
	Iteration 65F: 3 clusters Score -906062.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Entering Unmasked Estep 
Score: -351984.750000 Penalty: 1958.713867
	Iteration 0F: 2 clusters Score -351984.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -348934.406250 Penalty: 3917.427734
	Iteration 0F: 3 clusters Score -348934.4 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -349464.406250 Penalty: 3917.427734
	Iteration 1F: 3 clusters Score -349464.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -349605.031250 Penalty: 3917.427734
	Iteration 2F: 3 clusters Score -349605 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -349690.406250 Penalty: 3917.427734
	Iteration 3Q: 3 clusters Score -349690.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -349743.531250 Penalty: 3917.427734
	Iteration 4Q: 3 clusters Score -349743.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -349775.062500 Penalty: 3917.427734
	Iteration 5Q: 3 clusters Score -349775.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -349802.562500 Penalty: 3917.427734
	Iteration 6Q: 3 clusters Score -349802.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -349824.218750 Penalty: 3917.427734
	Iteration 7Q: 3 clusters Score -349824.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -349838.968750 Penalty: 3917.427734
	Iteration 8Q: 3 clusters Score -349839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -349851.500000 Penalty: 3917.427734
	Iteration 9Q: 3 clusters Score -349851.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -349861.000000 Penalty: 3917.427734
	Iteration 10Q: 3 clusters Score -349861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -349871.093750 Penalty: 3917.427734
	Iteration 11Q: 3 clusters Score -349871.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -349875.031250 Penalty: 3917.427734
	Iteration 12Q: 3 clusters Score -349875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -349879.000000 Penalty: 3917.427734
	Iteration 13Q: 3 clusters Score -349879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -349882.062500 Penalty: 3917.427734
	Iteration 14Q: 3 clusters Score -349882.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -349884.000000 Penalty: 3917.427734
	Iteration 15Q: 3 clusters Score -349884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -349884.406250 Penalty: 3917.427734
	Iteration 16Q: 3 clusters Score -349884.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -349884.375000 Penalty: 3917.427734
	Iteration 17Q: 3 clusters Score -349884.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -349885.718750 Penalty: 3917.427734
	Iteration 18Q: 3 clusters Score -349885.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -349886.281250 Penalty: 3917.427734
	Iteration 19Q: 3 clusters Score -349886.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -349887.156250 Penalty: 3917.427734
	Iteration 20F: 3 clusters Score -349887.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -349888.562500 Penalty: 3917.427734
	Iteration 21Q: 3 clusters Score -349888.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -349891.718750 Penalty: 3917.427734
	Iteration 22Q: 3 clusters Score -349891.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -349891.750000 Penalty: 3917.427734
	Iteration 23Q: 3 clusters Score -349891.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -349892.937500 Penalty: 3917.427734
	Iteration 24Q: 3 clusters Score -349892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -349897.687500 Penalty: 3917.427734
	Iteration 25Q: 3 clusters Score -349897.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -349902.218750 Penalty: 3917.427734
	Iteration 26Q: 3 clusters Score -349902.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -349903.968750 Penalty: 3917.427734
	Iteration 27Q: 3 clusters Score -349904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -349904.687500 Penalty: 3917.427734
	Iteration 28Q: 3 clusters Score -349904.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -349904.687500 Penalty: 3917.427734
	Iteration 29F: 3 clusters Score -349904.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Entering Unmasked Estep 
Score: -1616024.875000 Penalty: 2344.279053
	Iteration 0F: 2 clusters Score -1616025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1606709.250000 Penalty: 4688.558105
	Iteration 0F: 3 clusters Score -1606709 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1609888.500000 Penalty: 4688.558105
	Iteration 1F: 3 clusters Score -1609888 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1610399.000000 Penalty: 4688.558105
	Iteration 2F: 3 clusters Score -1610399 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1611007.625000 Penalty: 4688.558105
	Iteration 3F: 3 clusters Score -1611008 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1611709.875000 Penalty: 4688.558105
	Iteration 4F: 3 clusters Score -1611710 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1612355.375000 Penalty: 4688.558105
	Iteration 5F: 3 clusters Score -1612355 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1612862.125000 Penalty: 4688.558105
	Iteration 6F: 3 clusters Score -1612862 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1613245.625000 Penalty: 4688.558105
	Iteration 7Q: 3 clusters Score -1613246 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1613534.000000 Penalty: 4688.558105
	Iteration 8Q: 3 clusters Score -1613534 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1613749.750000 Penalty: 4688.558105
	Iteration 9Q: 3 clusters Score -1613750 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1613904.750000 Penalty: 4688.558105
	Iteration 10Q: 3 clusters Score -1613905 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1614020.125000 Penalty: 4688.558105
	Iteration 11Q: 3 clusters Score -1614020 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1614107.625000 Penalty: 4688.558105
	Iteration 12Q: 3 clusters Score -1614108 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1614185.500000 Penalty: 4688.558105
	Iteration 13Q: 3 clusters Score -1614186 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1614256.875000 Penalty: 4688.558105
	Iteration 14Q: 3 clusters Score -1614257 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1614334.875000 Penalty: 4688.558105
	Iteration 15Q: 3 clusters Score -1614335 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1614415.125000 Penalty: 4688.558105
	Iteration 16Q: 3 clusters Score -1614415 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1614489.125000 Penalty: 4688.558105
	Iteration 17Q: 3 clusters Score -1614489 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1614549.000000 Penalty: 4688.558105
	Iteration 18Q: 3 clusters Score -1614549 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1614587.125000 Penalty: 4688.558105
	Iteration 19Q: 3 clusters Score -1614587 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1614625.875000 Penalty: 4688.558105
	Iteration 20F: 3 clusters Score -1614626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1614656.375000 Penalty: 4688.558105
	Iteration 21Q: 3 clusters Score -1614656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1614687.500000 Penalty: 4688.558105
	Iteration 22Q: 3 clusters Score -1614688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1614709.375000 Penalty: 4688.558105
	Iteration 23Q: 3 clusters Score -1614709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1614726.250000 Penalty: 4688.558105
	Iteration 24Q: 3 clusters Score -1614726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1614732.500000 Penalty: 4688.558105
	Iteration 25Q: 3 clusters Score -1614732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1614736.500000 Penalty: 4688.558105
	Iteration 26Q: 3 clusters Score -1614736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1614743.000000 Penalty: 4688.558105
	Iteration 27Q: 3 clusters Score -1614743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1614742.500000 Penalty: 4688.558105
	Iteration 28Q: 3 clusters Score -1614742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1614740.375000 Penalty: 4688.558105
	Iteration 29Q: 3 clusters Score -1614740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1614740.375000 Penalty: 4688.558105
	Iteration 30F: 3 clusters Score -1614740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167385 members 
Entering Unmasked Estep 
Score: -21684404.000000 Penalty: 2982.956787
	Iteration 0F: 2 clusters Score -2.16844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -21576850.000000 Penalty: 5965.913574
	Iteration 0F: 3 clusters Score -2.157685e+07 nChanged 80119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 84501 members 
Entering Unmasked Estep 
Score: -21622710.000000 Penalty: 5965.913574
	Iteration 1F: 3 clusters Score -2.162271e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82605 members 
Mstep: Class 2 contains 84780 members 
Entering Unmasked Estep 
Score: -21623454.000000 Penalty: 5965.913574
	Iteration 2Q: 3 clusters Score -2.162345e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82243 members 
Mstep: Class 2 contains 85142 members 
Entering Unmasked Estep 
Score: -21624082.000000 Penalty: 5965.913574
	Iteration 3Q: 3 clusters Score -2.162408e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81788 members 
Mstep: Class 2 contains 85597 members 
Entering Unmasked Estep 
Score: -21624716.000000 Penalty: 5965.913574
	Iteration 4Q: 3 clusters Score -2.162472e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81137 members 
Mstep: Class 2 contains 86248 members 
Entering Unmasked Estep 
Score: -21625516.000000 Penalty: 5965.913574
	Iteration 5Q: 3 clusters Score -2.162552e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80255 members 
Mstep: Class 2 contains 87130 members 
Entering Unmasked Estep 
Score: -21626484.000000 Penalty: 5965.913574
	Iteration 6Q: 3 clusters Score -2.162648e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 88485 members 
Entering Unmasked Estep 
Score: -21627556.000000 Penalty: 5965.913574
	Iteration 7Q: 3 clusters Score -2.162756e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76900 members 
Mstep: Class 2 contains 90485 members 
Entering Unmasked Estep 
Score: -21629368.000000 Penalty: 5965.913574
	Iteration 8Q: 3 clusters Score -2.162937e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74024 members 
Mstep: Class 2 contains 93361 members 
Entering Unmasked Estep 
Score: -21632054.000000 Penalty: 5965.913574
	Iteration 9Q: 3 clusters Score -2.163205e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69950 members 
Mstep: Class 2 contains 97435 members 
Entering Unmasked Estep 
Score: -21635344.000000 Penalty: 5965.913574
	Iteration 10Q: 3 clusters Score -2.163534e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 102991 members 
Entering Unmasked Estep 
Score: -21640082.000000 Penalty: 5965.913574
	Iteration 11Q: 3 clusters Score -2.164008e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57236 members 
Mstep: Class 2 contains 110149 members 
Entering Unmasked Estep 
Score: -21646194.000000 Penalty: 5965.913574
	Iteration 12F: 3 clusters Score -2.164619e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 118719 members 
Entering Unmasked Estep 
Score: -21653112.000000 Penalty: 5965.913574
	Iteration 13F: 3 clusters Score -2.165311e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 128100 members 
Entering Unmasked Estep 
Score: -21660190.000000 Penalty: 5965.913574
	Iteration 14F: 3 clusters Score -2.166019e+07 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 137259 members 
Entering Unmasked Estep 
Score: -21666660.000000 Penalty: 5965.913574
	Iteration 15F: 3 clusters Score -2.166666e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 145395 members 
Entering Unmasked Estep 
Score: -21671976.000000 Penalty: 5965.913574
	Iteration 16Q: 3 clusters Score -2.167198e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 151809 members 
Entering Unmasked Estep 
Score: -21676140.000000 Penalty: 5965.913574
	Iteration 17Q: 3 clusters Score -2.167614e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 156568 members 
Entering Unmasked Estep 
Score: -21678900.000000 Penalty: 5965.913574
	Iteration 18Q: 3 clusters Score -2.16789e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 159877 members 
Entering Unmasked Estep 
Score: -21680434.000000 Penalty: 5965.913574
	Iteration 19Q: 3 clusters Score -2.168043e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 162045 members 
Entering Unmasked Estep 
Score: -21681304.000000 Penalty: 5965.913574
	Iteration 20F: 3 clusters Score -2.16813e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 163445 members 
Entering Unmasked Estep 
Score: -21681690.000000 Penalty: 5965.913574
	Iteration 21Q: 3 clusters Score -2.168169e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 164309 members 
Entering Unmasked Estep 
Score: -21681914.000000 Penalty: 5965.913574
	Iteration 22Q: 3 clusters Score -2.168191e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 164891 members 
Entering Unmasked Estep 
Score: -21682068.000000 Penalty: 5965.913574
	Iteration 23Q: 3 clusters Score -2.168207e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 165259 members 
Entering Unmasked Estep 
Score: -21682158.000000 Penalty: 5965.913574
	Iteration 24Q: 3 clusters Score -2.168216e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 165495 members 
Entering Unmasked Estep 
Score: -21682138.000000 Penalty: 5965.913574
	Iteration 25Q: 3 clusters Score -2.168214e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 165664 members 
Entering Unmasked Estep 
Score: -21682216.000000 Penalty: 5965.913574
	Iteration 26Q: 3 clusters Score -2.168222e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 165785 members 
Entering Unmasked Estep 
Score: -21682248.000000 Penalty: 5965.913574
	Iteration 27Q: 3 clusters Score -2.168225e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 165860 members 
Entering Unmasked Estep 
Score: -21682246.000000 Penalty: 5965.913574
	Iteration 28Q: 3 clusters Score -2.168225e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 165912 members 
Entering Unmasked Estep 
Score: -21682274.000000 Penalty: 5965.913574
	Iteration 29Q: 3 clusters Score -2.168227e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 165953 members 
Entering Unmasked Estep 
Score: -21682262.000000 Penalty: 5965.913574
	Iteration 30Q: 3 clusters Score -2.168226e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 165994 members 
Entering Unmasked Estep 
Score: -21682282.000000 Penalty: 5965.913574
	Iteration 31Q: 3 clusters Score -2.168228e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 166026 members 
Entering Unmasked Estep 
Score: -21682320.000000 Penalty: 5965.913574
	Iteration 32Q: 3 clusters Score -2.168232e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 166069 members 
Entering Unmasked Estep 
Score: -21682342.000000 Penalty: 5965.913574
	Iteration 33Q: 3 clusters Score -2.168234e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 166097 members 
Entering Unmasked Estep 
Score: -21682338.000000 Penalty: 5965.913574
	Iteration 34Q: 3 clusters Score -2.168234e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 166119 members 
Entering Unmasked Estep 
Score: -21682352.000000 Penalty: 5965.913574
	Iteration 35Q: 3 clusters Score -2.168235e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 166141 members 
Entering Unmasked Estep 
Score: -21682334.000000 Penalty: 5965.913574
	Iteration 36Q: 3 clusters Score -2.168233e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 166152 members 
Entering Unmasked Estep 
Score: -21682338.000000 Penalty: 5965.913574
	Iteration 37Q: 3 clusters Score -2.168234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 166158 members 
Entering Unmasked Estep 
Score: -21682356.000000 Penalty: 5965.913574
	Iteration 38Q: 3 clusters Score -2.168236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 166169 members 
Entering Unmasked Estep 
Score: -21682360.000000 Penalty: 5965.913574
	Iteration 39Q: 3 clusters Score -2.168236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 166170 members 
Entering Unmasked Estep 
Score: -21682376.000000 Penalty: 5965.913574
	Iteration 40F: 3 clusters Score -2.168238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 166173 members 
Entering Unmasked Estep 
Score: -21682360.000000 Penalty: 5965.913574
	Iteration 41Q: 3 clusters Score -2.168236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 166179 members 
Entering Unmasked Estep 
Score: -21682350.000000 Penalty: 5965.913574
	Iteration 42Q: 3 clusters Score -2.168235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 166183 members 
Entering Unmasked Estep 
Score: -21682368.000000 Penalty: 5965.913574
	Iteration 43Q: 3 clusters Score -2.168237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 166185 members 
Entering Unmasked Estep 
Score: -21682370.000000 Penalty: 5965.913574
	Iteration 44Q: 3 clusters Score -2.168237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 166189 members 
Entering Unmasked Estep 
Score: -21682366.000000 Penalty: 5965.913574
	Iteration 45Q: 3 clusters Score -2.168237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 166193 members 
Entering Unmasked Estep 
Score: -21682358.000000 Penalty: 5965.913574
	Iteration 46Q: 3 clusters Score -2.168236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 166196 members 
Entering Unmasked Estep 
Score: -21682354.000000 Penalty: 5965.913574
	Iteration 47Q: 3 clusters Score -2.168235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 166198 members 
Entering Unmasked Estep 
Score: -21682358.000000 Penalty: 5965.913574
	Iteration 48Q: 3 clusters Score -2.168236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 166200 members 
Entering Unmasked Estep 
Score: -21682348.000000 Penalty: 5965.913574
	Iteration 49Q: 3 clusters Score -2.168235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 166199 members 
Entering Unmasked Estep 
Score: -21682356.000000 Penalty: 5965.913574
	Iteration 50Q: 3 clusters Score -2.168236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 166200 members 
Entering Unmasked Estep 
Score: -21682354.000000 Penalty: 5965.913574
	Iteration 51Q: 3 clusters Score -2.168235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 166200 members 
Entering Unmasked Estep 
Score: -21682354.000000 Penalty: 5965.913574
	Iteration 52F: 3 clusters Score -2.168235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Entering Unmasked Estep 
Score: -2480599.000000 Penalty: 2447.499023
	Iteration 0F: 2 clusters Score -2480599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2466970.250000 Penalty: 4894.998047
	Iteration 0F: 3 clusters Score -2466970 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2471395.000000 Penalty: 4894.998047
	Iteration 1F: 3 clusters Score -2471395 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2471832.000000 Penalty: 4894.998047
	Iteration 2F: 3 clusters Score -2471832 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2472135.750000 Penalty: 4894.998047
	Iteration 3Q: 3 clusters Score -2472136 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2472394.000000 Penalty: 4894.998047
	Iteration 4Q: 3 clusters Score -2472394 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2472660.750000 Penalty: 4894.998047
	Iteration 5Q: 3 clusters Score -2472661 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2472968.750000 Penalty: 4894.998047
	Iteration 6Q: 3 clusters Score -2472969 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2473289.250000 Penalty: 4894.998047
	Iteration 7Q: 3 clusters Score -2473289 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2473670.000000 Penalty: 4894.998047
	Iteration 8Q: 3 clusters Score -2473670 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2474129.500000 Penalty: 4894.998047
	Iteration 9Q: 3 clusters Score -2474130 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2474691.500000 Penalty: 4894.998047
	Iteration 10Q: 3 clusters Score -2474692 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2475413.500000 Penalty: 4894.998047
	Iteration 11F: 3 clusters Score -2475414 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2476092.750000 Penalty: 4894.998047
	Iteration 12F: 3 clusters Score -2476093 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2476653.000000 Penalty: 4894.998047
	Iteration 13Q: 3 clusters Score -2476653 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2477142.000000 Penalty: 4894.998047
	Iteration 14Q: 3 clusters Score -2477142 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2477618.250000 Penalty: 4894.998047
	Iteration 15Q: 3 clusters Score -2477618 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2478110.250000 Penalty: 4894.998047
	Iteration 16Q: 3 clusters Score -2478110 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2478597.500000 Penalty: 4894.998047
	Iteration 17Q: 3 clusters Score -2478598 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2478942.750000 Penalty: 4894.998047
	Iteration 18Q: 3 clusters Score -2478943 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2479163.750000 Penalty: 4894.998047
	Iteration 19Q: 3 clusters Score -2479164 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2479329.000000 Penalty: 4894.998047
	Iteration 20F: 3 clusters Score -2479329 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2479470.500000 Penalty: 4894.998047
	Iteration 21Q: 3 clusters Score -2479470 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2479558.500000 Penalty: 4894.998047
	Iteration 22Q: 3 clusters Score -2479558 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2479615.500000 Penalty: 4894.998047
	Iteration 23Q: 3 clusters Score -2479616 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2479640.500000 Penalty: 4894.998047
	Iteration 24Q: 3 clusters Score -2479640 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2479657.500000 Penalty: 4894.998047
	Iteration 25Q: 3 clusters Score -2479658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2479668.750000 Penalty: 4894.998047
	Iteration 26Q: 3 clusters Score -2479669 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2479683.250000 Penalty: 4894.998047
	Iteration 27Q: 3 clusters Score -2479683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2479677.000000 Penalty: 4894.998047
	Iteration 28Q: 3 clusters Score -2479677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2479682.000000 Penalty: 4894.998047
	Iteration 29Q: 3 clusters Score -2479682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2479686.750000 Penalty: 4894.998047
	Iteration 30Q: 3 clusters Score -2479687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2479689.250000 Penalty: 4894.998047
	Iteration 31Q: 3 clusters Score -2479689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2479689.250000 Penalty: 4894.998047
	Iteration 32Q: 3 clusters Score -2479689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2479693.500000 Penalty: 4894.998047
	Iteration 33Q: 3 clusters Score -2479694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2479695.750000 Penalty: 4894.998047
	Iteration 34Q: 3 clusters Score -2479696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2479696.750000 Penalty: 4894.998047
	Iteration 35Q: 3 clusters Score -2479697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2479697.750000 Penalty: 4894.998047
	Iteration 36Q: 3 clusters Score -2479698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2479695.000000 Penalty: 4894.998047
	Iteration 37Q: 3 clusters Score -2479695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2479699.750000 Penalty: 4894.998047
	Iteration 38Q: 3 clusters Score -2479700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2479699.750000 Penalty: 4894.998047
	Iteration 39Q: 3 clusters Score -2479700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2479699.750000 Penalty: 4894.998047
	Iteration 40F: 3 clusters Score -2479700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Entering Unmasked Estep 
Score: -646528.937500 Penalty: 2113.056152
	Iteration 0F: 2 clusters Score -646528.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -642051.500000 Penalty: 4226.112305
	Iteration 0F: 3 clusters Score -642051.5 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -643100.125000 Penalty: 4226.112305
	Iteration 1F: 3 clusters Score -643100.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -643376.937500 Penalty: 4226.112305
	Iteration 2F: 3 clusters Score -643376.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -643578.437500 Penalty: 4226.112305
	Iteration 3F: 3 clusters Score -643578.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -643698.625000 Penalty: 4226.112305
	Iteration 4Q: 3 clusters Score -643698.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -643798.375000 Penalty: 4226.112305
	Iteration 5Q: 3 clusters Score -643798.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -643880.437500 Penalty: 4226.112305
	Iteration 6Q: 3 clusters Score -643880.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -643958.437500 Penalty: 4226.112305
	Iteration 7Q: 3 clusters Score -643958.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -644030.687500 Penalty: 4226.112305
	Iteration 8Q: 3 clusters Score -644030.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -644093.062500 Penalty: 4226.112305
	Iteration 9Q: 3 clusters Score -644093.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -644153.562500 Penalty: 4226.112305
	Iteration 10Q: 3 clusters Score -644153.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -644212.750000 Penalty: 4226.112305
	Iteration 11Q: 3 clusters Score -644212.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -644269.125000 Penalty: 4226.112305
	Iteration 12Q: 3 clusters Score -644269.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -644330.500000 Penalty: 4226.112305
	Iteration 13Q: 3 clusters Score -644330.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -644387.562500 Penalty: 4226.112305
	Iteration 14Q: 3 clusters Score -644387.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -644442.312500 Penalty: 4226.112305
	Iteration 15Q: 3 clusters Score -644442.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -644493.937500 Penalty: 4226.112305
	Iteration 16Q: 3 clusters Score -644493.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -644538.750000 Penalty: 4226.112305
	Iteration 17Q: 3 clusters Score -644538.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -644571.312500 Penalty: 4226.112305
	Iteration 18Q: 3 clusters Score -644571.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -644605.062500 Penalty: 4226.112305
	Iteration 19Q: 3 clusters Score -644605.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -644631.937500 Penalty: 4226.112305
	Iteration 20F: 3 clusters Score -644631.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -644653.500000 Penalty: 4226.112305
	Iteration 21Q: 3 clusters Score -644653.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -644679.187500 Penalty: 4226.112305
	Iteration 22Q: 3 clusters Score -644679.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -644698.562500 Penalty: 4226.112305
	Iteration 23Q: 3 clusters Score -644698.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -644711.500000 Penalty: 4226.112305
	Iteration 24Q: 3 clusters Score -644711.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -644717.312500 Penalty: 4226.112305
	Iteration 25Q: 3 clusters Score -644717.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -644724.437500 Penalty: 4226.112305
	Iteration 26Q: 3 clusters Score -644724.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -644727.937500 Penalty: 4226.112305
	Iteration 27Q: 3 clusters Score -644727.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -644730.812500 Penalty: 4226.112305
	Iteration 28Q: 3 clusters Score -644730.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -644737.312500 Penalty: 4226.112305
	Iteration 29Q: 3 clusters Score -644737.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -644743.687500 Penalty: 4226.112305
	Iteration 30Q: 3 clusters Score -644743.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -644751.125000 Penalty: 4226.112305
	Iteration 31Q: 3 clusters Score -644751.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -644756.062500 Penalty: 4226.112305
	Iteration 32Q: 3 clusters Score -644756.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -644763.250000 Penalty: 4226.112305
	Iteration 33Q: 3 clusters Score -644763.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -644773.687500 Penalty: 4226.112305
	Iteration 34Q: 3 clusters Score -644773.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -644779.437500 Penalty: 4226.112305
	Iteration 35Q: 3 clusters Score -644779.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -644784.437500 Penalty: 4226.112305
	Iteration 36Q: 3 clusters Score -644784.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -644787.812500 Penalty: 4226.112305
	Iteration 37Q: 3 clusters Score -644787.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -644791.187500 Penalty: 4226.112305
	Iteration 38Q: 3 clusters Score -644791.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -644791.500000 Penalty: 4226.112305
	Iteration 39Q: 3 clusters Score -644791.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -644791.250000 Penalty: 4226.112305
	Iteration 40F: 3 clusters Score -644791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -644791.812500 Penalty: 4226.112305
	Iteration 41Q: 3 clusters Score -644791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -644792.437500 Penalty: 4226.112305
	Iteration 42Q: 3 clusters Score -644792.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -644792.437500 Penalty: 4226.112305
	Iteration 43F: 3 clusters Score -644792.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Entering Unmasked Estep 
Score: -6971900.500000 Penalty: 2716.117432
	Iteration 0F: 2 clusters Score -6971900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -6933325.000000 Penalty: 5432.234863
	Iteration 0F: 3 clusters Score -6933325 nChanged 26585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -6948519.000000 Penalty: 5432.234863
	Iteration 1F: 3 clusters Score -6948519 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -6949253.000000 Penalty: 5432.234863
	Iteration 2Q: 3 clusters Score -6949253 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -6950055.000000 Penalty: 5432.234863
	Iteration 3Q: 3 clusters Score -6950055 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -6950949.500000 Penalty: 5432.234863
	Iteration 4Q: 3 clusters Score -6950950 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -6951943.000000 Penalty: 5432.234863
	Iteration 5Q: 3 clusters Score -6951943 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -6952981.500000 Penalty: 5432.234863
	Iteration 6Q: 3 clusters Score -6952982 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -6954267.500000 Penalty: 5432.234863
	Iteration 7Q: 3 clusters Score -6954268 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -6955842.500000 Penalty: 5432.234863
	Iteration 8Q: 3 clusters Score -6955842 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -6957705.000000 Penalty: 5432.234863
	Iteration 9F: 3 clusters Score -6957705 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -6959593.000000 Penalty: 5432.234863
	Iteration 10F: 3 clusters Score -6959593 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -6961086.000000 Penalty: 5432.234863
	Iteration 11Q: 3 clusters Score -6961086 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -6962022.000000 Penalty: 5432.234863
	Iteration 12Q: 3 clusters Score -6962022 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -6962481.500000 Penalty: 5432.234863
	Iteration 13Q: 3 clusters Score -6962482 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -6962781.500000 Penalty: 5432.234863
	Iteration 14Q: 3 clusters Score -6962782 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -6963007.000000 Penalty: 5432.234863
	Iteration 15Q: 3 clusters Score -6963007 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -6963195.500000 Penalty: 5432.234863
	Iteration 16Q: 3 clusters Score -6963196 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -6963401.000000 Penalty: 5432.234863
	Iteration 17Q: 3 clusters Score -6963401 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -6963600.000000 Penalty: 5432.234863
	Iteration 18Q: 3 clusters Score -6963600 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -6963878.000000 Penalty: 5432.234863
	Iteration 19Q: 3 clusters Score -6963878 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -6964149.500000 Penalty: 5432.234863
	Iteration 20F: 3 clusters Score -6964150 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -6964435.500000 Penalty: 5432.234863
	Iteration 21Q: 3 clusters Score -6964436 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -6964750.000000 Penalty: 5432.234863
	Iteration 22Q: 3 clusters Score -6964750 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -6965108.000000 Penalty: 5432.234863
	Iteration 23Q: 3 clusters Score -6965108 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -6965497.000000 Penalty: 5432.234863
	Iteration 24Q: 3 clusters Score -6965497 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -6965822.500000 Penalty: 5432.234863
	Iteration 25Q: 3 clusters Score -6965822 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -6966219.500000 Penalty: 5432.234863
	Iteration 26Q: 3 clusters Score -6966220 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -6966619.000000 Penalty: 5432.234863
	Iteration 27Q: 3 clusters Score -6966619 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -6966974.500000 Penalty: 5432.234863
	Iteration 28Q: 3 clusters Score -6966974 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -6967327.000000 Penalty: 5432.234863
	Iteration 29Q: 3 clusters Score -6967327 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -6967668.500000 Penalty: 5432.234863
	Iteration 30Q: 3 clusters Score -6967668 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -6967972.000000 Penalty: 5432.234863
	Iteration 31Q: 3 clusters Score -6967972 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -6968260.500000 Penalty: 5432.234863
	Iteration 32Q: 3 clusters Score -6968260 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -6968492.000000 Penalty: 5432.234863
	Iteration 33Q: 3 clusters Score -6968492 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -6968716.500000 Penalty: 5432.234863
	Iteration 34Q: 3 clusters Score -6968716 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -6968867.500000 Penalty: 5432.234863
	Iteration 35Q: 3 clusters Score -6968868 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -6968986.000000 Penalty: 5432.234863
	Iteration 36Q: 3 clusters Score -6968986 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -6969109.500000 Penalty: 5432.234863
	Iteration 37Q: 3 clusters Score -6969110 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -6969205.500000 Penalty: 5432.234863
	Iteration 38Q: 3 clusters Score -6969206 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -6969293.000000 Penalty: 5432.234863
	Iteration 39Q: 3 clusters Score -6969293 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -6969354.500000 Penalty: 5432.234863
	Iteration 40F: 3 clusters Score -6969354 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -6969433.500000 Penalty: 5432.234863
	Iteration 41Q: 3 clusters Score -6969434 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -6969493.500000 Penalty: 5432.234863
	Iteration 42Q: 3 clusters Score -6969494 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -6969564.500000 Penalty: 5432.234863
	Iteration 43Q: 3 clusters Score -6969564 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -6969623.000000 Penalty: 5432.234863
	Iteration 44Q: 3 clusters Score -6969623 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -6969659.000000 Penalty: 5432.234863
	Iteration 45Q: 3 clusters Score -6969659 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 53174 members 
Entering Unmasked Estep 
Score: -6969726.000000 Penalty: 5432.234863
	Iteration 46Q: 3 clusters Score -6969726 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -6969751.000000 Penalty: 5432.234863
	Iteration 47Q: 3 clusters Score -6969751 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -6969768.500000 Penalty: 5432.234863
	Iteration 48Q: 3 clusters Score -6969768 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -6969786.000000 Penalty: 5432.234863
	Iteration 49Q: 3 clusters Score -6969786 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -6969786.000000 Penalty: 5432.234863
	Iteration 50Q: 3 clusters Score -6969786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -6969818.500000 Penalty: 5432.234863
	Iteration 51Q: 3 clusters Score -6969818 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -6969832.000000 Penalty: 5432.234863
	Iteration 52Q: 3 clusters Score -6969832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -6969830.500000 Penalty: 5432.234863
	Iteration 53Q: 3 clusters Score -6969830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -6969832.500000 Penalty: 5432.234863
	Iteration 54Q: 3 clusters Score -6969832 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -6969854.000000 Penalty: 5432.234863
	Iteration 55Q: 3 clusters Score -6969854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -6969861.500000 Penalty: 5432.234863
	Iteration 56Q: 3 clusters Score -6969862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -6969857.500000 Penalty: 5432.234863
	Iteration 57Q: 3 clusters Score -6969858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 53922 members 
Entering Unmasked Estep 
Score: -6969869.000000 Penalty: 5432.234863
	Iteration 58Q: 3 clusters Score -6969869 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 53958 members 
Entering Unmasked Estep 
Score: -6969879.000000 Penalty: 5432.234863
	Iteration 59Q: 3 clusters Score -6969879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -6969890.000000 Penalty: 5432.234863
	Iteration 60F: 3 clusters Score -6969890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -6969887.500000 Penalty: 5432.234863
	Iteration 61Q: 3 clusters Score -6969888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -6969901.000000 Penalty: 5432.234863
	Iteration 62Q: 3 clusters Score -6969901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -6969902.000000 Penalty: 5432.234863
	Iteration 63Q: 3 clusters Score -6969902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -6969909.500000 Penalty: 5432.234863
	Iteration 64Q: 3 clusters Score -6969910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -6969912.500000 Penalty: 5432.234863
	Iteration 65Q: 3 clusters Score -6969912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -6969911.500000 Penalty: 5432.234863
	Iteration 66Q: 3 clusters Score -6969912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -6969922.000000 Penalty: 5432.234863
	Iteration 67Q: 3 clusters Score -6969922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 54256 members 
Entering Unmasked Estep 
Score: -6969928.000000 Penalty: 5432.234863
	Iteration 68Q: 3 clusters Score -6969928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 54304 members 
Entering Unmasked Estep 
Score: -6969938.500000 Penalty: 5432.234863
	Iteration 69Q: 3 clusters Score -6969938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -6969941.500000 Penalty: 5432.234863
	Iteration 70Q: 3 clusters Score -6969942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -6969958.500000 Penalty: 5432.234863
	Iteration 71Q: 3 clusters Score -6969958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -6969956.500000 Penalty: 5432.234863
	Iteration 72Q: 3 clusters Score -6969956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -6969953.500000 Penalty: 5432.234863
	Iteration 73Q: 3 clusters Score -6969954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -6969957.500000 Penalty: 5432.234863
	Iteration 74Q: 3 clusters Score -6969958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -6969957.000000 Penalty: 5432.234863
	Iteration 75Q: 3 clusters Score -6969957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -6969967.500000 Penalty: 5432.234863
	Iteration 76Q: 3 clusters Score -6969968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -6969980.500000 Penalty: 5432.234863
	Iteration 77Q: 3 clusters Score -6969980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -6969975.500000 Penalty: 5432.234863
	Iteration 78Q: 3 clusters Score -6969976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -6969971.500000 Penalty: 5432.234863
	Iteration 79Q: 3 clusters Score -6969972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -6969985.000000 Penalty: 5432.234863
	Iteration 80F: 3 clusters Score -6969985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -6969983.000000 Penalty: 5432.234863
	Iteration 81Q: 3 clusters Score -6969983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -6969982.000000 Penalty: 5432.234863
	Iteration 82Q: 3 clusters Score -6969982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -6969991.500000 Penalty: 5432.234863
	Iteration 83Q: 3 clusters Score -6969992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -6969989.000000 Penalty: 5432.234863
	Iteration 84Q: 3 clusters Score -6969989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -6969987.000000 Penalty: 5432.234863
	Iteration 85Q: 3 clusters Score -6969987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -6969990.000000 Penalty: 5432.234863
	Iteration 86Q: 3 clusters Score -6969990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -6969997.000000 Penalty: 5432.234863
	Iteration 87Q: 3 clusters Score -6969997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -6970000.500000 Penalty: 5432.234863
	Iteration 88Q: 3 clusters Score -6970000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 54682 members 
Entering Unmasked Estep 
Score: -6970000.500000 Penalty: 5432.234863
	Iteration 89Q: 3 clusters Score -6970000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -6970004.500000 Penalty: 5432.234863
	Iteration 90Q: 3 clusters Score -6970004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 54685 members 
Entering Unmasked Estep 
Score: -6970001.500000 Penalty: 5432.234863
	Iteration 91Q: 3 clusters Score -6970002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -6970005.000000 Penalty: 5432.234863
	Iteration 92Q: 3 clusters Score -6970005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -6970008.000000 Penalty: 5432.234863
	Iteration 93Q: 3 clusters Score -6970008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -6970008.000000 Penalty: 5432.234863
	Iteration 94F: 3 clusters Score -6970008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Entering Unmasked Estep 
Score: -1801434.875000 Penalty: 2383.609619
	Iteration 0F: 2 clusters Score -1801435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1790658.125000 Penalty: 4767.219238
	Iteration 0F: 3 clusters Score -1790658 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1794172.125000 Penalty: 4767.219238
	Iteration 1F: 3 clusters Score -1794172 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1794715.250000 Penalty: 4767.219238
	Iteration 2F: 3 clusters Score -1794715 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1795298.500000 Penalty: 4767.219238
	Iteration 3F: 3 clusters Score -1795298 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1795853.250000 Penalty: 4767.219238
	Iteration 4F: 3 clusters Score -1795853 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1796386.500000 Penalty: 4767.219238
	Iteration 5F: 3 clusters Score -1796386 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1796843.250000 Penalty: 4767.219238
	Iteration 6F: 3 clusters Score -1796843 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1797234.375000 Penalty: 4767.219238
	Iteration 7Q: 3 clusters Score -1797234 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1797606.125000 Penalty: 4767.219238
	Iteration 8Q: 3 clusters Score -1797606 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1797945.000000 Penalty: 4767.219238
	Iteration 9Q: 3 clusters Score -1797945 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1798208.375000 Penalty: 4767.219238
	Iteration 10Q: 3 clusters Score -1798208 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1798394.250000 Penalty: 4767.219238
	Iteration 11Q: 3 clusters Score -1798394 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1798532.125000 Penalty: 4767.219238
	Iteration 12Q: 3 clusters Score -1798532 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1798634.625000 Penalty: 4767.219238
	Iteration 13Q: 3 clusters Score -1798635 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1798726.625000 Penalty: 4767.219238
	Iteration 14Q: 3 clusters Score -1798727 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1798786.875000 Penalty: 4767.219238
	Iteration 15Q: 3 clusters Score -1798787 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1798833.375000 Penalty: 4767.219238
	Iteration 16Q: 3 clusters Score -1798833 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1798866.750000 Penalty: 4767.219238
	Iteration 17Q: 3 clusters Score -1798867 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1798896.375000 Penalty: 4767.219238
	Iteration 18Q: 3 clusters Score -1798896 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1798923.250000 Penalty: 4767.219238
	Iteration 19Q: 3 clusters Score -1798923 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1798934.875000 Penalty: 4767.219238
	Iteration 20F: 3 clusters Score -1798935 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1798959.500000 Penalty: 4767.219238
	Iteration 21Q: 3 clusters Score -1798960 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1798975.375000 Penalty: 4767.219238
	Iteration 22Q: 3 clusters Score -1798975 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1798988.125000 Penalty: 4767.219238
	Iteration 23Q: 3 clusters Score -1798988 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1799003.875000 Penalty: 4767.219238
	Iteration 24Q: 3 clusters Score -1799004 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1799017.375000 Penalty: 4767.219238
	Iteration 25Q: 3 clusters Score -1799017 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1799026.125000 Penalty: 4767.219238
	Iteration 26Q: 3 clusters Score -1799026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1799039.250000 Penalty: 4767.219238
	Iteration 27Q: 3 clusters Score -1799039 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1799053.250000 Penalty: 4767.219238
	Iteration 28Q: 3 clusters Score -1799053 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1799059.375000 Penalty: 4767.219238
	Iteration 29Q: 3 clusters Score -1799059 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1799071.875000 Penalty: 4767.219238
	Iteration 30Q: 3 clusters Score -1799072 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1799076.500000 Penalty: 4767.219238
	Iteration 31Q: 3 clusters Score -1799076 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1799087.500000 Penalty: 4767.219238
	Iteration 32Q: 3 clusters Score -1799088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1799094.750000 Penalty: 4767.219238
	Iteration 33Q: 3 clusters Score -1799095 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1799108.875000 Penalty: 4767.219238
	Iteration 34Q: 3 clusters Score -1799109 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1799111.250000 Penalty: 4767.219238
	Iteration 35Q: 3 clusters Score -1799111 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1799123.125000 Penalty: 4767.219238
	Iteration 36Q: 3 clusters Score -1799123 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1799131.625000 Penalty: 4767.219238
	Iteration 37Q: 3 clusters Score -1799132 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1799146.000000 Penalty: 4767.219238
	Iteration 38Q: 3 clusters Score -1799146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1799154.750000 Penalty: 4767.219238
	Iteration 39Q: 3 clusters Score -1799155 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1799170.125000 Penalty: 4767.219238
	Iteration 40F: 3 clusters Score -1799170 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1799189.250000 Penalty: 4767.219238
	Iteration 41Q: 3 clusters Score -1799189 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1799197.500000 Penalty: 4767.219238
	Iteration 42Q: 3 clusters Score -1799198 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1799212.000000 Penalty: 4767.219238
	Iteration 43Q: 3 clusters Score -1799212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1799227.000000 Penalty: 4767.219238
	Iteration 44Q: 3 clusters Score -1799227 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1799230.500000 Penalty: 4767.219238
	Iteration 45Q: 3 clusters Score -1799230 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1799237.625000 Penalty: 4767.219238
	Iteration 46Q: 3 clusters Score -1799238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1799247.625000 Penalty: 4767.219238
	Iteration 47Q: 3 clusters Score -1799248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1799261.250000 Penalty: 4767.219238
	Iteration 48Q: 3 clusters Score -1799261 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1799272.000000 Penalty: 4767.219238
	Iteration 49Q: 3 clusters Score -1799272 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1799287.000000 Penalty: 4767.219238
	Iteration 50Q: 3 clusters Score -1799287 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1799292.375000 Penalty: 4767.219238
	Iteration 51Q: 3 clusters Score -1799292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1799297.375000 Penalty: 4767.219238
	Iteration 52Q: 3 clusters Score -1799297 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1799307.625000 Penalty: 4767.219238
	Iteration 53Q: 3 clusters Score -1799308 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1799317.375000 Penalty: 4767.219238
	Iteration 54Q: 3 clusters Score -1799317 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1799324.250000 Penalty: 4767.219238
	Iteration 55Q: 3 clusters Score -1799324 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1799335.750000 Penalty: 4767.219238
	Iteration 56Q: 3 clusters Score -1799336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1799346.000000 Penalty: 4767.219238
	Iteration 57Q: 3 clusters Score -1799346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1799360.375000 Penalty: 4767.219238
	Iteration 58Q: 3 clusters Score -1799360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1799367.250000 Penalty: 4767.219238
	Iteration 59Q: 3 clusters Score -1799367 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1799376.750000 Penalty: 4767.219238
	Iteration 60F: 3 clusters Score -1799377 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1799397.500000 Penalty: 4767.219238
	Iteration 61Q: 3 clusters Score -1799398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1799407.000000 Penalty: 4767.219238
	Iteration 62Q: 3 clusters Score -1799407 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1799419.500000 Penalty: 4767.219238
	Iteration 63Q: 3 clusters Score -1799420 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1799440.000000 Penalty: 4767.219238
	Iteration 64Q: 3 clusters Score -1799440 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1799463.125000 Penalty: 4767.219238
	Iteration 65Q: 3 clusters Score -1799463 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1799487.375000 Penalty: 4767.219238
	Iteration 66Q: 3 clusters Score -1799487 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1799519.875000 Penalty: 4767.219238
	Iteration 67Q: 3 clusters Score -1799520 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1799537.375000 Penalty: 4767.219238
	Iteration 68Q: 3 clusters Score -1799537 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1799572.500000 Penalty: 4767.219238
	Iteration 69Q: 3 clusters Score -1799572 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1799611.625000 Penalty: 4767.219238
	Iteration 70Q: 3 clusters Score -1799612 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1799672.875000 Penalty: 4767.219238
	Iteration 71Q: 3 clusters Score -1799673 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1799734.625000 Penalty: 4767.219238
	Iteration 72Q: 3 clusters Score -1799735 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1799808.625000 Penalty: 4767.219238
	Iteration 73Q: 3 clusters Score -1799809 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1799888.250000 Penalty: 4767.219238
	Iteration 74Q: 3 clusters Score -1799888 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1800016.375000 Penalty: 4767.219238
	Iteration 75Q: 3 clusters Score -1800016 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1800155.500000 Penalty: 4767.219238
	Iteration 76Q: 3 clusters Score -1800156 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1800306.750000 Penalty: 4767.219238
	Iteration 77Q: 3 clusters Score -1800307 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1800420.750000 Penalty: 4767.219238
	Iteration 78Q: 3 clusters Score -1800421 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1800499.875000 Penalty: 4767.219238
	Iteration 79Q: 3 clusters Score -1800500 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1800566.875000 Penalty: 4767.219238
	Iteration 80F: 3 clusters Score -1800567 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1800617.875000 Penalty: 4767.219238
	Iteration 81Q: 3 clusters Score -1800618 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1800659.125000 Penalty: 4767.219238
	Iteration 82Q: 3 clusters Score -1800659 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1800716.625000 Penalty: 4767.219238
	Iteration 83Q: 3 clusters Score -1800717 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1800765.500000 Penalty: 4767.219238
	Iteration 84Q: 3 clusters Score -1800766 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1800801.375000 Penalty: 4767.219238
	Iteration 85Q: 3 clusters Score -1800801 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1800815.375000 Penalty: 4767.219238
	Iteration 86Q: 3 clusters Score -1800815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1800824.375000 Penalty: 4767.219238
	Iteration 87Q: 3 clusters Score -1800824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1800835.125000 Penalty: 4767.219238
	Iteration 88Q: 3 clusters Score -1800835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1800836.250000 Penalty: 4767.219238
	Iteration 89Q: 3 clusters Score -1800836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1800833.375000 Penalty: 4767.219238
	Iteration 90Q: 3 clusters Score -1800833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1800835.000000 Penalty: 4767.219238
	Iteration 91Q: 3 clusters Score -1800835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1800840.000000 Penalty: 4767.219238
	Iteration 92Q: 3 clusters Score -1800840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1800839.125000 Penalty: 4767.219238
	Iteration 93Q: 3 clusters Score -1800839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1800842.375000 Penalty: 4767.219238
	Iteration 94Q: 3 clusters Score -1800842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1800841.250000 Penalty: 4767.219238
	Iteration 95Q: 3 clusters Score -1800841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1800840.375000 Penalty: 4767.219238
	Iteration 96Q: 3 clusters Score -1800840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1800843.000000 Penalty: 4767.219238
	Iteration 97Q: 3 clusters Score -1800843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1800839.750000 Penalty: 4767.219238
	Iteration 98Q: 3 clusters Score -1800840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1800839.500000 Penalty: 4767.219238
	Iteration 99Q: 3 clusters Score -1800840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1800840.000000 Penalty: 4767.219238
	Iteration 100F: 3 clusters Score -1800840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1800843.375000 Penalty: 4767.219238
	Iteration 101Q: 3 clusters Score -1800843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1800843.375000 Penalty: 4767.219238
	Iteration 102F: 3 clusters Score -1800843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97761 members 
Entering Unmasked Estep 
Score: -12681590.000000 Penalty: 2849.589600
	Iteration 0F: 2 clusters Score -1.268159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -12616205.000000 Penalty: 5699.179199
	Iteration 0F: 3 clusters Score -1.26162e+07 nChanged 46276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -12642604.000000 Penalty: 5699.179199
	Iteration 1F: 3 clusters Score -1.26426e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -12643429.000000 Penalty: 5699.179199
	Iteration 2Q: 3 clusters Score -1.264343e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
Score: -12644579.000000 Penalty: 5699.179199
	Iteration 3Q: 3 clusters Score -1.264458e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -12646285.000000 Penalty: 5699.179199
	Iteration 4Q: 3 clusters Score -1.264628e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57568 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -12648916.000000 Penalty: 5699.179199
	Iteration 5F: 3 clusters Score -1.264892e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -12652249.000000 Penalty: 5699.179199
	Iteration 6F: 3 clusters Score -1.265225e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66758 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -12656120.000000 Penalty: 5699.179199
	Iteration 7F: 3 clusters Score -1.265612e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72244 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -12660114.000000 Penalty: 5699.179199
	Iteration 8F: 3 clusters Score -1.266011e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -12664121.000000 Penalty: 5699.179199
	Iteration 9F: 3 clusters Score -1.266412e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83125 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -12668057.000000 Penalty: 5699.179199
	Iteration 10F: 3 clusters Score -1.266806e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87944 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -12671825.000000 Penalty: 5699.179199
	Iteration 11Q: 3 clusters Score -1.267182e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91792 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -12674997.000000 Penalty: 5699.179199
	Iteration 12Q: 3 clusters Score -1.2675e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94322 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -12677123.000000 Penalty: 5699.179199
	Iteration 13Q: 3 clusters Score -1.267712e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95751 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -12678160.000000 Penalty: 5699.179199
	Iteration 14Q: 3 clusters Score -1.267816e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96447 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -12678663.000000 Penalty: 5699.179199
	Iteration 15Q: 3 clusters Score -1.267866e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96775 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -12678913.000000 Penalty: 5699.179199
	Iteration 16Q: 3 clusters Score -1.267891e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96953 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -12679057.000000 Penalty: 5699.179199
	Iteration 17Q: 3 clusters Score -1.267906e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97056 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -12679135.000000 Penalty: 5699.179199
	Iteration 18Q: 3 clusters Score -1.267914e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -12679184.000000 Penalty: 5699.179199
	Iteration 19Q: 3 clusters Score -1.267918e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97145 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -12679205.000000 Penalty: 5699.179199
	Iteration 20F: 3 clusters Score -1.26792e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97170 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -12679230.000000 Penalty: 5699.179199
	Iteration 21Q: 3 clusters Score -1.267923e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97190 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -12679236.000000 Penalty: 5699.179199
	Iteration 22Q: 3 clusters Score -1.267924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97204 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -12679239.000000 Penalty: 5699.179199
	Iteration 23Q: 3 clusters Score -1.267924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97214 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12679247.000000 Penalty: 5699.179199
	Iteration 24Q: 3 clusters Score -1.267925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97219 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -12679257.000000 Penalty: 5699.179199
	Iteration 25Q: 3 clusters Score -1.267926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97223 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12679263.000000 Penalty: 5699.179199
	Iteration 26Q: 3 clusters Score -1.267926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97227 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -12679284.000000 Penalty: 5699.179199
	Iteration 27Q: 3 clusters Score -1.267928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97232 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12679281.000000 Penalty: 5699.179199
	Iteration 28Q: 3 clusters Score -1.267928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97238 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12679290.000000 Penalty: 5699.179199
	Iteration 29Q: 3 clusters Score -1.267929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97245 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12679295.000000 Penalty: 5699.179199
	Iteration 30Q: 3 clusters Score -1.26793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12679292.000000 Penalty: 5699.179199
	Iteration 31Q: 3 clusters Score -1.267929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97252 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -12679303.000000 Penalty: 5699.179199
	Iteration 32Q: 3 clusters Score -1.26793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97259 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12679298.000000 Penalty: 5699.179199
	Iteration 33Q: 3 clusters Score -1.26793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97265 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -12679314.000000 Penalty: 5699.179199
	Iteration 34Q: 3 clusters Score -1.267931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97265 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -12679311.000000 Penalty: 5699.179199
	Iteration 35Q: 3 clusters Score -1.267931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97267 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12679309.000000 Penalty: 5699.179199
	Iteration 36Q: 3 clusters Score -1.267931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97270 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -12679320.000000 Penalty: 5699.179199
	Iteration 37Q: 3 clusters Score -1.267932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97274 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -12679312.000000 Penalty: 5699.179199
	Iteration 38Q: 3 clusters Score -1.267931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97276 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -12679316.000000 Penalty: 5699.179199
	Iteration 39Q: 3 clusters Score -1.267932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97277 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12679318.000000 Penalty: 5699.179199
	Iteration 40F: 3 clusters Score -1.267932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97277 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12679321.000000 Penalty: 5699.179199
	Iteration 41Q: 3 clusters Score -1.267932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97277 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12679324.000000 Penalty: 5699.179199
	Iteration 42Q: 3 clusters Score -1.267932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97280 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -12679327.000000 Penalty: 5699.179199
	Iteration 43Q: 3 clusters Score -1.267933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97281 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -12679332.000000 Penalty: 5699.179199
	Iteration 44Q: 3 clusters Score -1.267933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97282 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -12679341.000000 Penalty: 5699.179199
	Iteration 45Q: 3 clusters Score -1.267934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97284 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -12679343.000000 Penalty: 5699.179199
	Iteration 46Q: 3 clusters Score -1.267934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97286 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -12679340.000000 Penalty: 5699.179199
	Iteration 47Q: 3 clusters Score -1.267934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97286 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -12679340.000000 Penalty: 5699.179199
	Iteration 48F: 3 clusters Score -1.267934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -93668.250000 Penalty: 1681.983643
	Iteration 0F: 2 clusters Score -93668.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -91980.726562 Penalty: 3363.967285
	Iteration 0F: 3 clusters Score -91980.73 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -92529.117188 Penalty: 3363.967285
	Iteration 1F: 3 clusters Score -92529.12 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -92972.296875 Penalty: 3363.967285
	Iteration 2F: 3 clusters Score -92972.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -93474.406250 Penalty: 3363.967285
	Iteration 3F: 3 clusters Score -93474.41 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -93786.023438 Penalty: 3363.967285
	Iteration 4F: 3 clusters Score -93786.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -94152.109375 Penalty: 3363.967285
	Iteration 5Q: 3 clusters Score -94152.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -95003.468750 Penalty: 3363.967285
	Iteration 6Q: 3 clusters Score -95003.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -95030.195312 Penalty: 3363.967285
	Iteration 7Q: 3 clusters Score -95030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -95033.601562 Penalty: 3363.967285
	Iteration 8Q: 3 clusters Score -95033.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -95035.945312 Penalty: 3363.967285
	Iteration 9Q: 3 clusters Score -95035.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -95037.687500 Penalty: 3363.967285
	Iteration 10Q: 3 clusters Score -95037.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -95037.687500 Penalty: 3363.967285
	Iteration 11F: 3 clusters Score -95037.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74649 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12840 members 
Mstep: Class 5 contains 14405 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 21507 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167385 members 
Mstep: Class 12 contains 19321 members 
Mstep: Class 13 contains 5016 members 
Mstep: Class 14 contains 57073 members 
Mstep: Class 15 contains 14933 members 
Mstep: Class 16 contains 97761 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 19044 members 
Mstep: Class 19 contains 61974 members 
Mstep: Class 20 contains 24384 members 
Mstep: Class 21 contains 48058 members 
Mstep: Class 22 contains 27100 members 
Mstep: Class 23 contains 13035 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5884 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 19113 members 
Mstep: Class 29 contains 144878 members 
Mstep: Class 30 contains 24384 members 
Mstep: Class 31 contains 3936 members 
Mstep: Class 32 contains 178397 members 
Mstep: Class 33 contains 51423 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7916 members 
Mstep: Class 38 contains 17930 members 
Mstep: Class 39 contains 4734 members 
Mstep: Class 40 contains 24208 members 
Mstep: Class 41 contains 3793 members 
Mstep: Class 42 contains 166 members 
Entering Unmasked Estep 
Score: -150963008.000000 Penalty: 145916.250000
Splitting cluster 17 changes total score from -150963184.000000 to -150963008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (19044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Entering Unmasked Estep 
Score: -2438285.250000 Penalty: 2443.917969
	Iteration 0F: 2 clusters Score -2438285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2424820.000000 Penalty: 4887.835938
	Iteration 0F: 3 clusters Score -2424820 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2429501.500000 Penalty: 4887.835938
	Iteration 1F: 3 clusters Score -2429502 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2430240.000000 Penalty: 4887.835938
	Iteration 2F: 3 clusters Score -2430240 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2431091.750000 Penalty: 4887.835938
	Iteration 3F: 3 clusters Score -2431092 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2431948.000000 Penalty: 4887.835938
	Iteration 4F: 3 clusters Score -2431948 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2432709.250000 Penalty: 4887.835938
	Iteration 5F: 3 clusters Score -2432709 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2433281.750000 Penalty: 4887.835938
	Iteration 6F: 3 clusters Score -2433282 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2433760.000000 Penalty: 4887.835938
	Iteration 7Q: 3 clusters Score -2433760 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2434153.000000 Penalty: 4887.835938
	Iteration 8Q: 3 clusters Score -2434153 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2434491.500000 Penalty: 4887.835938
	Iteration 9Q: 3 clusters Score -2434492 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2434799.000000 Penalty: 4887.835938
	Iteration 10Q: 3 clusters Score -2434799 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2435134.000000 Penalty: 4887.835938
	Iteration 11Q: 3 clusters Score -2435134 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2435449.250000 Penalty: 4887.835938
	Iteration 12Q: 3 clusters Score -2435449 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2435656.750000 Penalty: 4887.835938
	Iteration 13Q: 3 clusters Score -2435657 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2435804.000000 Penalty: 4887.835938
	Iteration 14Q: 3 clusters Score -2435804 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2435899.000000 Penalty: 4887.835938
	Iteration 15Q: 3 clusters Score -2435899 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2435972.500000 Penalty: 4887.835938
	Iteration 16Q: 3 clusters Score -2435972 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2436006.750000 Penalty: 4887.835938
	Iteration 17Q: 3 clusters Score -2436007 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2436038.500000 Penalty: 4887.835938
	Iteration 18Q: 3 clusters Score -2436038 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2436055.500000 Penalty: 4887.835938
	Iteration 19Q: 3 clusters Score -2436056 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2436064.000000 Penalty: 4887.835938
	Iteration 20F: 3 clusters Score -2436064 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2436090.250000 Penalty: 4887.835938
	Iteration 21Q: 3 clusters Score -2436090 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2436109.750000 Penalty: 4887.835938
	Iteration 22Q: 3 clusters Score -2436110 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2436127.250000 Penalty: 4887.835938
	Iteration 23Q: 3 clusters Score -2436127 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2436144.250000 Penalty: 4887.835938
	Iteration 24Q: 3 clusters Score -2436144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2436151.000000 Penalty: 4887.835938
	Iteration 25Q: 3 clusters Score -2436151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2436149.750000 Penalty: 4887.835938
	Iteration 26Q: 3 clusters Score -2436150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2436163.250000 Penalty: 4887.835938
	Iteration 27Q: 3 clusters Score -2436163 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2436182.750000 Penalty: 4887.835938
	Iteration 28Q: 3 clusters Score -2436183 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2436198.500000 Penalty: 4887.835938
	Iteration 29Q: 3 clusters Score -2436198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2436213.500000 Penalty: 4887.835938
	Iteration 30Q: 3 clusters Score -2436214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2436227.750000 Penalty: 4887.835938
	Iteration 31Q: 3 clusters Score -2436228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2436235.500000 Penalty: 4887.835938
	Iteration 32Q: 3 clusters Score -2436236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2436238.000000 Penalty: 4887.835938
	Iteration 33Q: 3 clusters Score -2436238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2436240.500000 Penalty: 4887.835938
	Iteration 34Q: 3 clusters Score -2436240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2436245.750000 Penalty: 4887.835938
	Iteration 35Q: 3 clusters Score -2436246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2436257.000000 Penalty: 4887.835938
	Iteration 36Q: 3 clusters Score -2436257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2436256.750000 Penalty: 4887.835938
	Iteration 37Q: 3 clusters Score -2436257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2436260.000000 Penalty: 4887.835938
	Iteration 38Q: 3 clusters Score -2436260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2436259.500000 Penalty: 4887.835938
	Iteration 39Q: 3 clusters Score -2436260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2436263.500000 Penalty: 4887.835938
	Iteration 40F: 3 clusters Score -2436264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2436271.250000 Penalty: 4887.835938
	Iteration 41Q: 3 clusters Score -2436271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2436279.000000 Penalty: 4887.835938
	Iteration 42Q: 3 clusters Score -2436279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2436283.750000 Penalty: 4887.835938
	Iteration 43Q: 3 clusters Score -2436284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2436293.500000 Penalty: 4887.835938
	Iteration 44Q: 3 clusters Score -2436294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2436302.250000 Penalty: 4887.835938
	Iteration 45Q: 3 clusters Score -2436302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2436302.750000 Penalty: 4887.835938
	Iteration 46Q: 3 clusters Score -2436303 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2436308.000000 Penalty: 4887.835938
	Iteration 47Q: 3 clusters Score -2436308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2436317.500000 Penalty: 4887.835938
	Iteration 48Q: 3 clusters Score -2436318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2436326.750000 Penalty: 4887.835938
	Iteration 49Q: 3 clusters Score -2436327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2436329.250000 Penalty: 4887.835938
	Iteration 50Q: 3 clusters Score -2436329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2436333.250000 Penalty: 4887.835938
	Iteration 51Q: 3 clusters Score -2436333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2436336.500000 Penalty: 4887.835938
	Iteration 52Q: 3 clusters Score -2436336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2436342.750000 Penalty: 4887.835938
	Iteration 53Q: 3 clusters Score -2436343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2436342.500000 Penalty: 4887.835938
	Iteration 54Q: 3 clusters Score -2436342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2436346.250000 Penalty: 4887.835938
	Iteration 55Q: 3 clusters Score -2436346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2436346.500000 Penalty: 4887.835938
	Iteration 56Q: 3 clusters Score -2436346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2436344.250000 Penalty: 4887.835938
	Iteration 57Q: 3 clusters Score -2436344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2436350.500000 Penalty: 4887.835938
	Iteration 58Q: 3 clusters Score -2436350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2436349.750000 Penalty: 4887.835938
	Iteration 59Q: 3 clusters Score -2436350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2436353.000000 Penalty: 4887.835938
	Iteration 60F: 3 clusters Score -2436353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2436353.750000 Penalty: 4887.835938
	Iteration 61Q: 3 clusters Score -2436354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2436354.500000 Penalty: 4887.835938
	Iteration 62Q: 3 clusters Score -2436354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2436356.250000 Penalty: 4887.835938
	Iteration 63Q: 3 clusters Score -2436356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2436357.000000 Penalty: 4887.835938
	Iteration 64Q: 3 clusters Score -2436357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2436354.000000 Penalty: 4887.835938
	Iteration 65Q: 3 clusters Score -2436354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2436354.500000 Penalty: 4887.835938
	Iteration 66Q: 3 clusters Score -2436354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2436358.750000 Penalty: 4887.835938
	Iteration 67Q: 3 clusters Score -2436359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2436363.750000 Penalty: 4887.835938
	Iteration 68Q: 3 clusters Score -2436364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2436361.750000 Penalty: 4887.835938
	Iteration 69Q: 3 clusters Score -2436362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2436361.500000 Penalty: 4887.835938
	Iteration 70Q: 3 clusters Score -2436362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2436359.500000 Penalty: 4887.835938
	Iteration 71Q: 3 clusters Score -2436360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2436359.500000 Penalty: 4887.835938
	Iteration 72F: 3 clusters Score -2436360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61974 members 
Entering Unmasked Estep 
Score: -8037454.500000 Penalty: 2736.548584
	Iteration 0F: 2 clusters Score -8037454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -7995810.000000 Penalty: 5473.097168
	Iteration 0F: 3 clusters Score -7995810 nChanged 28946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -8012021.500000 Penalty: 5473.097168
	Iteration 1F: 3 clusters Score -8012022 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -8012730.500000 Penalty: 5473.097168
	Iteration 2Q: 3 clusters Score -8012730 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -8013565.000000 Penalty: 5473.097168
	Iteration 3Q: 3 clusters Score -8013565 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -8014746.500000 Penalty: 5473.097168
	Iteration 4Q: 3 clusters Score -8014746 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -8016492.500000 Penalty: 5473.097168
	Iteration 5F: 3 clusters Score -8016492 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -8019363.000000 Penalty: 5473.097168
	Iteration 6F: 3 clusters Score -8019363 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -8023579.500000 Penalty: 5473.097168
	Iteration 7F: 3 clusters Score -8023580 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -8028227.500000 Penalty: 5473.097168
	Iteration 8F: 3 clusters Score -8028228 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -8031802.500000 Penalty: 5473.097168
	Iteration 9F: 3 clusters Score -8031802 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59903 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8033617.000000 Penalty: 5473.097168
	Iteration 10Q: 3 clusters Score -8033617 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8034406.500000 Penalty: 5473.097168
	Iteration 11Q: 3 clusters Score -8034406 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8034765.000000 Penalty: 5473.097168
	Iteration 12Q: 3 clusters Score -8034765 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61114 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8034925.000000 Penalty: 5473.097168
	Iteration 13Q: 3 clusters Score -8034925 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8035027.000000 Penalty: 5473.097168
	Iteration 14Q: 3 clusters Score -8035027 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61206 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8035087.500000 Penalty: 5473.097168
	Iteration 15Q: 3 clusters Score -8035088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8035134.500000 Penalty: 5473.097168
	Iteration 16Q: 3 clusters Score -8035134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8035151.000000 Penalty: 5473.097168
	Iteration 17Q: 3 clusters Score -8035151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8035155.500000 Penalty: 5473.097168
	Iteration 18Q: 3 clusters Score -8035156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8035189.000000 Penalty: 5473.097168
	Iteration 19Q: 3 clusters Score -8035189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8035195.000000 Penalty: 5473.097168
	Iteration 20F: 3 clusters Score -8035195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8035199.500000 Penalty: 5473.097168
	Iteration 21Q: 3 clusters Score -8035200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8035209.000000 Penalty: 5473.097168
	Iteration 22Q: 3 clusters Score -8035209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8035216.000000 Penalty: 5473.097168
	Iteration 23Q: 3 clusters Score -8035216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61296 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8035220.500000 Penalty: 5473.097168
	Iteration 24Q: 3 clusters Score -8035220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61299 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8035224.500000 Penalty: 5473.097168
	Iteration 25Q: 3 clusters Score -8035224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61304 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8035230.000000 Penalty: 5473.097168
	Iteration 26Q: 3 clusters Score -8035230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61309 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8035230.500000 Penalty: 5473.097168
	Iteration 27Q: 3 clusters Score -8035230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61313 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8035232.000000 Penalty: 5473.097168
	Iteration 28Q: 3 clusters Score -8035232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61319 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8035242.500000 Penalty: 5473.097168
	Iteration 29Q: 3 clusters Score -8035242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8035236.500000 Penalty: 5473.097168
	Iteration 30Q: 3 clusters Score -8035236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61324 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8035242.000000 Penalty: 5473.097168
	Iteration 31Q: 3 clusters Score -8035242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61325 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8035234.000000 Penalty: 5473.097168
	Iteration 32Q: 3 clusters Score -8035234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8035240.500000 Penalty: 5473.097168
	Iteration 33Q: 3 clusters Score -8035240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8035236.000000 Penalty: 5473.097168
	Iteration 34Q: 3 clusters Score -8035236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8035242.500000 Penalty: 5473.097168
	Iteration 35Q: 3 clusters Score -8035242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61333 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8035248.000000 Penalty: 5473.097168
	Iteration 36Q: 3 clusters Score -8035248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61338 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8035249.000000 Penalty: 5473.097168
	Iteration 37Q: 3 clusters Score -8035249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8035259.500000 Penalty: 5473.097168
	Iteration 38Q: 3 clusters Score -8035260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8035261.500000 Penalty: 5473.097168
	Iteration 39Q: 3 clusters Score -8035262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8035269.000000 Penalty: 5473.097168
	Iteration 40F: 3 clusters Score -8035269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61349 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8035264.500000 Penalty: 5473.097168
	Iteration 41Q: 3 clusters Score -8035264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8035266.500000 Penalty: 5473.097168
	Iteration 42Q: 3 clusters Score -8035266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8035269.000000 Penalty: 5473.097168
	Iteration 43Q: 3 clusters Score -8035269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8035266.000000 Penalty: 5473.097168
	Iteration 44Q: 3 clusters Score -8035266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8035271.500000 Penalty: 5473.097168
	Iteration 45Q: 3 clusters Score -8035272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8035269.000000 Penalty: 5473.097168
	Iteration 46Q: 3 clusters Score -8035269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8035269.000000 Penalty: 5473.097168
	Iteration 47F: 3 clusters Score -8035269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Entering Unmasked Estep 
Score: -3155860.250000 Penalty: 2505.217285
	Iteration 0F: 2 clusters Score -3155860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -3139016.500000 Penalty: 5010.434570
	Iteration 0F: 3 clusters Score -3139016 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -3144834.250000 Penalty: 5010.434570
	Iteration 1F: 3 clusters Score -3144834 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3145306.000000 Penalty: 5010.434570
	Iteration 2F: 3 clusters Score -3145306 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3145765.250000 Penalty: 5010.434570
	Iteration 3Q: 3 clusters Score -3145765 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -3146305.750000 Penalty: 5010.434570
	Iteration 4Q: 3 clusters Score -3146306 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3147034.250000 Penalty: 5010.434570
	Iteration 5F: 3 clusters Score -3147034 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -3147936.000000 Penalty: 5010.434570
	Iteration 6F: 3 clusters Score -3147936 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -3148942.750000 Penalty: 5010.434570
	Iteration 7F: 3 clusters Score -3148943 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3149831.750000 Penalty: 5010.434570
	Iteration 8F: 3 clusters Score -3149832 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -3150511.500000 Penalty: 5010.434570
	Iteration 9F: 3 clusters Score -3150512 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -3150996.000000 Penalty: 5010.434570
	Iteration 10Q: 3 clusters Score -3150996 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -3151342.500000 Penalty: 5010.434570
	Iteration 11Q: 3 clusters Score -3151342 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3151684.750000 Penalty: 5010.434570
	Iteration 12Q: 3 clusters Score -3151685 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3152061.500000 Penalty: 5010.434570
	Iteration 13Q: 3 clusters Score -3152062 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -3152488.000000 Penalty: 5010.434570
	Iteration 14Q: 3 clusters Score -3152488 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -3152948.000000 Penalty: 5010.434570
	Iteration 15Q: 3 clusters Score -3152948 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -3153543.750000 Penalty: 5010.434570
	Iteration 16Q: 3 clusters Score -3153544 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -3154289.750000 Penalty: 5010.434570
	Iteration 17Q: 3 clusters Score -3154290 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -3155108.500000 Penalty: 5010.434570
	Iteration 18Q: 3 clusters Score -3155108 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -3155891.500000 Penalty: 5010.434570
	Iteration 19Q: 3 clusters Score -3155892 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -3156638.750000 Penalty: 5010.434570
	Iteration 20F: 3 clusters Score -3156639 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -3157312.000000 Penalty: 5010.434570
	Iteration 21Q: 3 clusters Score -3157312 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3157702.500000 Penalty: 5010.434570
	Iteration 22Q: 3 clusters Score -3157702 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -3157929.250000 Penalty: 5010.434570
	Iteration 23Q: 3 clusters Score -3157929 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -3158039.250000 Penalty: 5010.434570
	Iteration 24Q: 3 clusters Score -3158039 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -3158091.750000 Penalty: 5010.434570
	Iteration 25Q: 3 clusters Score -3158092 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -3158133.250000 Penalty: 5010.434570
	Iteration 26Q: 3 clusters Score -3158133 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -3158163.000000 Penalty: 5010.434570
	Iteration 27Q: 3 clusters Score -3158163 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -3158169.750000 Penalty: 5010.434570
	Iteration 28Q: 3 clusters Score -3158170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -3158173.750000 Penalty: 5010.434570
	Iteration 29Q: 3 clusters Score -3158174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -3158171.250000 Penalty: 5010.434570
	Iteration 30Q: 3 clusters Score -3158171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -3158173.750000 Penalty: 5010.434570
	Iteration 31Q: 3 clusters Score -3158174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -3158171.750000 Penalty: 5010.434570
	Iteration 32Q: 3 clusters Score -3158172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -3158173.500000 Penalty: 5010.434570
	Iteration 33Q: 3 clusters Score -3158174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3158174.750000 Penalty: 5010.434570
	Iteration 34Q: 3 clusters Score -3158175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -3158172.000000 Penalty: 5010.434570
	Iteration 35Q: 3 clusters Score -3158172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3158173.000000 Penalty: 5010.434570
	Iteration 36Q: 3 clusters Score -3158173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3158172.500000 Penalty: 5010.434570
	Iteration 37Q: 3 clusters Score -3158172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3158172.250000 Penalty: 5010.434570
	Iteration 38Q: 3 clusters Score -3158172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3158170.250000 Penalty: 5010.434570
	Iteration 39Q: 3 clusters Score -3158170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3158170.250000 Penalty: 5010.434570
	Iteration 40F: 3 clusters Score -3158170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74649 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12840 members 
Mstep: Class 5 contains 14405 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 21507 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167385 members 
Mstep: Class 12 contains 19321 members 
Mstep: Class 13 contains 5016 members 
Mstep: Class 14 contains 57073 members 
Mstep: Class 15 contains 14933 members 
Mstep: Class 16 contains 97761 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 19044 members 
Mstep: Class 19 contains 61974 members 
Mstep: Class 20 contains 14636 members 
Mstep: Class 21 contains 48058 members 
Mstep: Class 22 contains 27100 members 
Mstep: Class 23 contains 13035 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5884 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 19113 members 
Mstep: Class 29 contains 144878 members 
Mstep: Class 30 contains 24384 members 
Mstep: Class 31 contains 3936 members 
Mstep: Class 32 contains 178397 members 
Mstep: Class 33 contains 51423 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7916 members 
Mstep: Class 38 contains 17930 members 
Mstep: Class 39 contains 4734 members 
Mstep: Class 40 contains 24208 members 
Mstep: Class 41 contains 3793 members 
Mstep: Class 42 contains 9748 members 
Entering Unmasked Estep 
Score: -150964832.000000 Penalty: 145916.250000
Splitting cluster 20 changes total score from -150963184.000000 to -150964832.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 21 (48058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Entering Unmasked Estep 
Score: -6176206.000000 Penalty: 2673.480713
	Iteration 0F: 2 clusters Score -6176206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -6143946.000000 Penalty: 5346.961426
	Iteration 0F: 3 clusters Score -6143946 nChanged 22060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -6155982.500000 Penalty: 5346.961426
	Iteration 1F: 3 clusters Score -6155982 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -6156492.500000 Penalty: 5346.961426
	Iteration 2Q: 3 clusters Score -6156492 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -6156960.500000 Penalty: 5346.961426
	Iteration 3Q: 3 clusters Score -6156960 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -6157418.500000 Penalty: 5346.961426
	Iteration 4Q: 3 clusters Score -6157418 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -6157923.000000 Penalty: 5346.961426
	Iteration 5Q: 3 clusters Score -6157923 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -6158454.500000 Penalty: 5346.961426
	Iteration 6Q: 3 clusters Score -6158454 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -6159073.000000 Penalty: 5346.961426
	Iteration 7Q: 3 clusters Score -6159073 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -6159933.500000 Penalty: 5346.961426
	Iteration 8Q: 3 clusters Score -6159934 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -6161074.500000 Penalty: 5346.961426
	Iteration 9Q: 3 clusters Score -6161074 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -6162613.500000 Penalty: 5346.961426
	Iteration 10F: 3 clusters Score -6162614 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -6164484.000000 Penalty: 5346.961426
	Iteration 11F: 3 clusters Score -6164484 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -6166352.500000 Penalty: 5346.961426
	Iteration 12F: 3 clusters Score -6166352 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -6168054.000000 Penalty: 5346.961426
	Iteration 13Q: 3 clusters Score -6168054 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -6169221.000000 Penalty: 5346.961426
	Iteration 14Q: 3 clusters Score -6169221 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -6170136.500000 Penalty: 5346.961426
	Iteration 15Q: 3 clusters Score -6170136 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -6170658.500000 Penalty: 5346.961426
	Iteration 16Q: 3 clusters Score -6170658 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -6171134.000000 Penalty: 5346.961426
	Iteration 17Q: 3 clusters Score -6171134 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -6171511.500000 Penalty: 5346.961426
	Iteration 18Q: 3 clusters Score -6171512 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -6171928.500000 Penalty: 5346.961426
	Iteration 19Q: 3 clusters Score -6171928 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -6172325.000000 Penalty: 5346.961426
	Iteration 20F: 3 clusters Score -6172325 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -6172677.500000 Penalty: 5346.961426
	Iteration 21Q: 3 clusters Score -6172678 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -6172964.500000 Penalty: 5346.961426
	Iteration 22Q: 3 clusters Score -6172964 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -6173138.500000 Penalty: 5346.961426
	Iteration 23Q: 3 clusters Score -6173138 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -6173276.500000 Penalty: 5346.961426
	Iteration 24Q: 3 clusters Score -6173276 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -6173382.000000 Penalty: 5346.961426
	Iteration 25Q: 3 clusters Score -6173382 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -6173461.000000 Penalty: 5346.961426
	Iteration 26Q: 3 clusters Score -6173461 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -6173553.000000 Penalty: 5346.961426
	Iteration 27Q: 3 clusters Score -6173553 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -6173595.500000 Penalty: 5346.961426
	Iteration 28Q: 3 clusters Score -6173596 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -6173658.000000 Penalty: 5346.961426
	Iteration 29Q: 3 clusters Score -6173658 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -6173697.000000 Penalty: 5346.961426
	Iteration 30Q: 3 clusters Score -6173697 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -6173743.500000 Penalty: 5346.961426
	Iteration 31Q: 3 clusters Score -6173744 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -6173753.500000 Penalty: 5346.961426
	Iteration 32Q: 3 clusters Score -6173754 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -6173805.000000 Penalty: 5346.961426
	Iteration 33Q: 3 clusters Score -6173805 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -6173848.500000 Penalty: 5346.961426
	Iteration 34Q: 3 clusters Score -6173848 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -6173881.500000 Penalty: 5346.961426
	Iteration 35Q: 3 clusters Score -6173882 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -6173906.500000 Penalty: 5346.961426
	Iteration 36Q: 3 clusters Score -6173906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -6173921.000000 Penalty: 5346.961426
	Iteration 37Q: 3 clusters Score -6173921 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -6173942.500000 Penalty: 5346.961426
	Iteration 38Q: 3 clusters Score -6173942 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -6173955.000000 Penalty: 5346.961426
	Iteration 39Q: 3 clusters Score -6173955 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -6173966.000000 Penalty: 5346.961426
	Iteration 40F: 3 clusters Score -6173966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -6173972.000000 Penalty: 5346.961426
	Iteration 41Q: 3 clusters Score -6173972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -6173978.500000 Penalty: 5346.961426
	Iteration 42Q: 3 clusters Score -6173978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -6173996.500000 Penalty: 5346.961426
	Iteration 43Q: 3 clusters Score -6173996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -6174012.500000 Penalty: 5346.961426
	Iteration 44Q: 3 clusters Score -6174012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -6174027.000000 Penalty: 5346.961426
	Iteration 45Q: 3 clusters Score -6174027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -6174039.000000 Penalty: 5346.961426
	Iteration 46Q: 3 clusters Score -6174039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -6174057.500000 Penalty: 5346.961426
	Iteration 47Q: 3 clusters Score -6174058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -6174072.500000 Penalty: 5346.961426
	Iteration 48Q: 3 clusters Score -6174072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -6174089.500000 Penalty: 5346.961426
	Iteration 49Q: 3 clusters Score -6174090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -6174101.500000 Penalty: 5346.961426
	Iteration 50Q: 3 clusters Score -6174102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -6174110.500000 Penalty: 5346.961426
	Iteration 51Q: 3 clusters Score -6174110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -6174110.000000 Penalty: 5346.961426
	Iteration 52Q: 3 clusters Score -6174110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -6174122.000000 Penalty: 5346.961426
	Iteration 53Q: 3 clusters Score -6174122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -6174128.000000 Penalty: 5346.961426
	Iteration 54Q: 3 clusters Score -6174128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -6174132.500000 Penalty: 5346.961426
	Iteration 55Q: 3 clusters Score -6174132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -6174123.500000 Penalty: 5346.961426
	Iteration 56Q: 3 clusters Score -6174124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -6174136.000000 Penalty: 5346.961426
	Iteration 57Q: 3 clusters Score -6174136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -6174133.500000 Penalty: 5346.961426
	Iteration 58Q: 3 clusters Score -6174134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -6174142.500000 Penalty: 5346.961426
	Iteration 59Q: 3 clusters Score -6174142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -6174159.500000 Penalty: 5346.961426
	Iteration 60F: 3 clusters Score -6174160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -6174161.500000 Penalty: 5346.961426
	Iteration 61Q: 3 clusters Score -6174162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -6174158.000000 Penalty: 5346.961426
	Iteration 62Q: 3 clusters Score -6174158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -6174160.500000 Penalty: 5346.961426
	Iteration 63Q: 3 clusters Score -6174160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -6174161.500000 Penalty: 5346.961426
	Iteration 64Q: 3 clusters Score -6174162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -6174160.500000 Penalty: 5346.961426
	Iteration 65Q: 3 clusters Score -6174160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -6174162.500000 Penalty: 5346.961426
	Iteration 66Q: 3 clusters Score -6174162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -6174168.000000 Penalty: 5346.961426
	Iteration 67Q: 3 clusters Score -6174168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -6174167.500000 Penalty: 5346.961426
	Iteration 68Q: 3 clusters Score -6174168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -6174160.500000 Penalty: 5346.961426
	Iteration 69Q: 3 clusters Score -6174160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -6174160.500000 Penalty: 5346.961426
	Iteration 70F: 3 clusters Score -6174160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Entering Unmasked Estep 
Score: -3439224.250000 Penalty: 2531.407715
	Iteration 0F: 2 clusters Score -3439224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -3420471.000000 Penalty: 5062.815430
	Iteration 0F: 3 clusters Score -3420471 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3427062.750000 Penalty: 5062.815430
	Iteration 1F: 3 clusters Score -3427063 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -3427465.500000 Penalty: 5062.815430
	Iteration 2Q: 3 clusters Score -3427466 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3427780.750000 Penalty: 5062.815430
	Iteration 3Q: 3 clusters Score -3427781 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3428069.750000 Penalty: 5062.815430
	Iteration 4Q: 3 clusters Score -3428070 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3428332.750000 Penalty: 5062.815430
	Iteration 5Q: 3 clusters Score -3428333 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -3428619.500000 Penalty: 5062.815430
	Iteration 6Q: 3 clusters Score -3428620 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -3428921.000000 Penalty: 5062.815430
	Iteration 7Q: 3 clusters Score -3428921 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3429225.500000 Penalty: 5062.815430
	Iteration 8Q: 3 clusters Score -3429226 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -3429591.500000 Penalty: 5062.815430
	Iteration 9Q: 3 clusters Score -3429592 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -3429956.750000 Penalty: 5062.815430
	Iteration 10Q: 3 clusters Score -3429957 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -3430367.500000 Penalty: 5062.815430
	Iteration 11Q: 3 clusters Score -3430368 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -3430770.500000 Penalty: 5062.815430
	Iteration 12Q: 3 clusters Score -3430770 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -3431198.250000 Penalty: 5062.815430
	Iteration 13Q: 3 clusters Score -3431198 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -3431660.250000 Penalty: 5062.815430
	Iteration 14Q: 3 clusters Score -3431660 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3432088.250000 Penalty: 5062.815430
	Iteration 15Q: 3 clusters Score -3432088 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -3432512.500000 Penalty: 5062.815430
	Iteration 16Q: 3 clusters Score -3432512 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -3432895.750000 Penalty: 5062.815430
	Iteration 17Q: 3 clusters Score -3432896 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -3433215.500000 Penalty: 5062.815430
	Iteration 18Q: 3 clusters Score -3433216 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -3433455.000000 Penalty: 5062.815430
	Iteration 19Q: 3 clusters Score -3433455 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -3433617.000000 Penalty: 5062.815430
	Iteration 20F: 3 clusters Score -3433617 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -3433745.000000 Penalty: 5062.815430
	Iteration 21Q: 3 clusters Score -3433745 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -3433865.250000 Penalty: 5062.815430
	Iteration 22Q: 3 clusters Score -3433865 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -3433986.250000 Penalty: 5062.815430
	Iteration 23Q: 3 clusters Score -3433986 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -3434082.250000 Penalty: 5062.815430
	Iteration 24Q: 3 clusters Score -3434082 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -3434183.750000 Penalty: 5062.815430
	Iteration 25Q: 3 clusters Score -3434184 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3434288.250000 Penalty: 5062.815430
	Iteration 26Q: 3 clusters Score -3434288 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -3434383.000000 Penalty: 5062.815430
	Iteration 27Q: 3 clusters Score -3434383 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -3434473.750000 Penalty: 5062.815430
	Iteration 28Q: 3 clusters Score -3434474 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -3434586.500000 Penalty: 5062.815430
	Iteration 29Q: 3 clusters Score -3434586 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3434700.000000 Penalty: 5062.815430
	Iteration 30Q: 3 clusters Score -3434700 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -3434780.250000 Penalty: 5062.815430
	Iteration 31Q: 3 clusters Score -3434780 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3434866.500000 Penalty: 5062.815430
	Iteration 32Q: 3 clusters Score -3434866 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -3434976.000000 Penalty: 5062.815430
	Iteration 33Q: 3 clusters Score -3434976 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -3435075.250000 Penalty: 5062.815430
	Iteration 34Q: 3 clusters Score -3435075 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -3435156.250000 Penalty: 5062.815430
	Iteration 35Q: 3 clusters Score -3435156 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -3435275.500000 Penalty: 5062.815430
	Iteration 36Q: 3 clusters Score -3435276 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3435382.750000 Penalty: 5062.815430
	Iteration 37Q: 3 clusters Score -3435383 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3435480.500000 Penalty: 5062.815430
	Iteration 38Q: 3 clusters Score -3435480 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -3435574.000000 Penalty: 5062.815430
	Iteration 39Q: 3 clusters Score -3435574 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -3435666.250000 Penalty: 5062.815430
	Iteration 40F: 3 clusters Score -3435666 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -3435792.500000 Penalty: 5062.815430
	Iteration 41Q: 3 clusters Score -3435792 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3435898.750000 Penalty: 5062.815430
	Iteration 42Q: 3 clusters Score -3435899 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3435996.500000 Penalty: 5062.815430
	Iteration 43Q: 3 clusters Score -3435996 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3436106.500000 Penalty: 5062.815430
	Iteration 44Q: 3 clusters Score -3436106 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3436219.500000 Penalty: 5062.815430
	Iteration 45Q: 3 clusters Score -3436220 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3436332.250000 Penalty: 5062.815430
	Iteration 46Q: 3 clusters Score -3436332 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3436422.500000 Penalty: 5062.815430
	Iteration 47Q: 3 clusters Score -3436422 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3436484.000000 Penalty: 5062.815430
	Iteration 48Q: 3 clusters Score -3436484 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3436556.250000 Penalty: 5062.815430
	Iteration 49Q: 3 clusters Score -3436556 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3436619.750000 Penalty: 5062.815430
	Iteration 50Q: 3 clusters Score -3436620 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3436684.750000 Penalty: 5062.815430
	Iteration 51Q: 3 clusters Score -3436685 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3436743.250000 Penalty: 5062.815430
	Iteration 52Q: 3 clusters Score -3436743 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3436814.500000 Penalty: 5062.815430
	Iteration 53Q: 3 clusters Score -3436814 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3436858.000000 Penalty: 5062.815430
	Iteration 54Q: 3 clusters Score -3436858 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3436902.500000 Penalty: 5062.815430
	Iteration 55Q: 3 clusters Score -3436902 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3436936.500000 Penalty: 5062.815430
	Iteration 56Q: 3 clusters Score -3436936 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3436954.250000 Penalty: 5062.815430
	Iteration 57Q: 3 clusters Score -3436954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3436969.000000 Penalty: 5062.815430
	Iteration 58Q: 3 clusters Score -3436969 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3436995.750000 Penalty: 5062.815430
	Iteration 59Q: 3 clusters Score -3436996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3437004.750000 Penalty: 5062.815430
	Iteration 60F: 3 clusters Score -3437005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3437014.000000 Penalty: 5062.815430
	Iteration 61Q: 3 clusters Score -3437014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3437028.750000 Penalty: 5062.815430
	Iteration 62Q: 3 clusters Score -3437029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3437041.500000 Penalty: 5062.815430
	Iteration 63Q: 3 clusters Score -3437042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3437059.750000 Penalty: 5062.815430
	Iteration 64Q: 3 clusters Score -3437060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3437063.250000 Penalty: 5062.815430
	Iteration 65Q: 3 clusters Score -3437063 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3437079.000000 Penalty: 5062.815430
	Iteration 66Q: 3 clusters Score -3437079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3437090.000000 Penalty: 5062.815430
	Iteration 67Q: 3 clusters Score -3437090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3437103.000000 Penalty: 5062.815430
	Iteration 68Q: 3 clusters Score -3437103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3437106.000000 Penalty: 5062.815430
	Iteration 69Q: 3 clusters Score -3437106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3437114.500000 Penalty: 5062.815430
	Iteration 70Q: 3 clusters Score -3437114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3437123.750000 Penalty: 5062.815430
	Iteration 71Q: 3 clusters Score -3437124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3437125.000000 Penalty: 5062.815430
	Iteration 72Q: 3 clusters Score -3437125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3437129.250000 Penalty: 5062.815430
	Iteration 73Q: 3 clusters Score -3437129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3437130.750000 Penalty: 5062.815430
	Iteration 74Q: 3 clusters Score -3437131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3437133.250000 Penalty: 5062.815430
	Iteration 75Q: 3 clusters Score -3437133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3437136.250000 Penalty: 5062.815430
	Iteration 76Q: 3 clusters Score -3437136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3437135.750000 Penalty: 5062.815430
	Iteration 77Q: 3 clusters Score -3437136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3437137.250000 Penalty: 5062.815430
	Iteration 78Q: 3 clusters Score -3437137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3437141.500000 Penalty: 5062.815430
	Iteration 79Q: 3 clusters Score -3437142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3437137.250000 Penalty: 5062.815430
	Iteration 80F: 3 clusters Score -3437137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3437140.750000 Penalty: 5062.815430
	Iteration 81Q: 3 clusters Score -3437141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3437146.250000 Penalty: 5062.815430
	Iteration 82Q: 3 clusters Score -3437146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3437145.250000 Penalty: 5062.815430
	Iteration 83Q: 3 clusters Score -3437145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3437147.000000 Penalty: 5062.815430
	Iteration 84Q: 3 clusters Score -3437147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3437145.250000 Penalty: 5062.815430
	Iteration 85Q: 3 clusters Score -3437145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3437150.250000 Penalty: 5062.815430
	Iteration 86Q: 3 clusters Score -3437150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3437157.250000 Penalty: 5062.815430
	Iteration 87Q: 3 clusters Score -3437157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3437158.500000 Penalty: 5062.815430
	Iteration 88Q: 3 clusters Score -3437158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3437160.500000 Penalty: 5062.815430
	Iteration 89Q: 3 clusters Score -3437160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3437158.250000 Penalty: 5062.815430
	Iteration 90Q: 3 clusters Score -3437158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3437166.250000 Penalty: 5062.815430
	Iteration 91Q: 3 clusters Score -3437166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3437166.500000 Penalty: 5062.815430
	Iteration 92Q: 3 clusters Score -3437166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3437168.000000 Penalty: 5062.815430
	Iteration 93Q: 3 clusters Score -3437168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3437166.000000 Penalty: 5062.815430
	Iteration 94Q: 3 clusters Score -3437166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3437168.500000 Penalty: 5062.815430
	Iteration 95Q: 3 clusters Score -3437168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3437168.250000 Penalty: 5062.815430
	Iteration 96Q: 3 clusters Score -3437168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3437168.750000 Penalty: 5062.815430
	Iteration 97Q: 3 clusters Score -3437169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3437172.250000 Penalty: 5062.815430
	Iteration 98Q: 3 clusters Score -3437172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3437179.000000 Penalty: 5062.815430
	Iteration 99Q: 3 clusters Score -3437179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3437188.500000 Penalty: 5062.815430
	Iteration 100F: 3 clusters Score -3437188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3437186.250000 Penalty: 5062.815430
	Iteration 101Q: 3 clusters Score -3437186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3437191.500000 Penalty: 5062.815430
	Iteration 102Q: 3 clusters Score -3437192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3437190.000000 Penalty: 5062.815430
	Iteration 103Q: 3 clusters Score -3437190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3437190.250000 Penalty: 5062.815430
	Iteration 104Q: 3 clusters Score -3437190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3437187.750000 Penalty: 5062.815430
	Iteration 105Q: 3 clusters Score -3437188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3437187.750000 Penalty: 5062.815430
	Iteration 106F: 3 clusters Score -3437188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Entering Unmasked Estep 
Score: -1649048.375000 Penalty: 2349.897461
	Iteration 0F: 2 clusters Score -1649048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1639360.875000 Penalty: 4699.794922
	Iteration 0F: 3 clusters Score -1639361 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1642519.250000 Penalty: 4699.794922
	Iteration 1F: 3 clusters Score -1642519 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1643120.875000 Penalty: 4699.794922
	Iteration 2F: 3 clusters Score -1643121 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1643695.250000 Penalty: 4699.794922
	Iteration 3F: 3 clusters Score -1643695 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1644371.250000 Penalty: 4699.794922
	Iteration 4F: 3 clusters Score -1644371 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1645016 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1645620 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1646072 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1646330.750000 Penalty: 4699.794922
	Iteration 8Q: 3 clusters Score -1646331 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1646503.250000 Penalty: 4699.794922
	Iteration 9Q: 3 clusters Score -1646503 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1646610 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1646672.000000 Penalty: 4699.794922
	Iteration 11Q: 3 clusters Score -1646672 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1646706.875000 Penalty: 4699.794922
	Iteration 12Q: 3 clusters Score -1646707 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1646741.375000 Penalty: 4699.794922
	Iteration 13Q: 3 clusters Score -1646741 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1646764.250000 Penalty: 4699.794922
	Iteration 14Q: 3 clusters Score -1646764 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1646788.750000 Penalty: 4699.794922
	Iteration 15Q: 3 clusters Score -1646789 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1646800 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1646822.000000 Penalty: 4699.794922
	Iteration 17Q: 3 clusters Score -1646822 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1646836.375000 Penalty: 4699.794922
	Iteration 18Q: 3 clusters Score -1646836 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1646859.375000 Penalty: 4699.794922
	Iteration 19Q: 3 clusters Score -1646859 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1646873.750000 Penalty: 4699.794922
	Iteration 20F: 3 clusters Score -1646874 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1646898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1646912.750000 Penalty: 4699.794922
	Iteration 22Q: 3 clusters Score -1646913 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1646933 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1646953.375000 Penalty: 4699.794922
	Iteration 24Q: 3 clusters Score -1646953 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1646970.750000 Penalty: 4699.794922
	Iteration 25Q: 3 clusters Score -1646971 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1646992.750000 Penalty: 4699.794922
	Iteration 26Q: 3 clusters Score -1646993 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1647009 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1647025.000000 Penalty: 4699.794922
	Iteration 28Q: 3 clusters Score -1647025 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1647041.250000 Penalty: 4699.794922
	Iteration 29Q: 3 clusters Score -1647041 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1647054.250000 Penalty: 4699.794922
	Iteration 30Q: 3 clusters Score -1647054 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1647067 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1647082 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1647091 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1647100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1647099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1647111 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1647121.750000 Penalty: 4699.794922
	Iteration 37Q: 3 clusters Score -1647122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1647135.000000 Penalty: 4699.794922
	Iteration 38Q: 3 clusters Score -1647135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1647142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1647149.000000 Penalty: 4699.794922
	Iteration 40F: 3 clusters Score -1647149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1647156.250000 Penalty: 4699.794922
	Iteration 41Q: 3 clusters Score -1647156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1647168.500000 Penalty: 4699.794922
	Iteration 42Q: 3 clusters Score -1647168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1647172.000000 Penalty: 4699.794922
	Iteration 43Q: 3 clusters Score -1647172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1647171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1647179.125000 Penalty: 4699.794922
	Iteration 45Q: 3 clusters Score -1647179 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1647186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1647191.625000 Penalty: 4699.794922
	Iteration 47Q: 3 clusters Score -1647192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1647199.500000 Penalty: 4699.794922
	Iteration 48Q: 3 clusters Score -1647200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1647208.250000 Penalty: 4699.794922
	Iteration 49Q: 3 clusters Score -1647208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1647212.125000 Penalty: 4699.794922
	Iteration 50Q: 3 clusters Score -1647212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1647217.625000 Penalty: 4699.794922
	Iteration 51Q: 3 clusters Score -1647218 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1647227.375000 Penalty: 4699.794922
	Iteration 52Q: 3 clusters Score -1647227 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1647238.500000 Penalty: 4699.794922
	Iteration 53Q: 3 clusters Score -1647238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1647244.875000 Penalty: 4699.794922
	Iteration 54Q: 3 clusters Score -1647245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1647247.750000 Penalty: 4699.794922
	Iteration 55Q: 3 clusters Score -1647248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1647252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1647263.500000 Penalty: 4699.794922
	Iteration 57Q: 3 clusters Score -1647264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1647261.500000 Penalty: 4699.794922
	Iteration 58Q: 3 clusters Score -1647262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1647264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1647268.000000 Penalty: 4699.794922
	Iteration 60F: 3 clusters Score -1647268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1647273.750000 Penalty: 4699.794922
	Iteration 61Q: 3 clusters Score -1647274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1647274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1647279.625000 Penalty: 4699.794922
	Iteration 63Q: 3 clusters Score -1647280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1647281.375000 Penalty: 4699.794922
	Iteration 64Q: 3 clusters Score -1647281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1647281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1647284.500000 Penalty: 4699.794922
	Iteration 66Q: 3 clusters Score -1647284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1647291.750000 Penalty: 4699.794922
	Iteration 67Q: 3 clusters Score -1647292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1647294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1647298.000000 Penalty: 4699.794922
	Iteration 69Q: 3 clusters Score -1647298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1647302.250000 Penalty: 4699.794922
	Iteration 70Q: 3 clusters Score -1647302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1647302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1647303.375000 Penalty: 4699.794922
	Iteration 72Q: 3 clusters Score -1647303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1647308.625000 Penalty: 4699.794922
	Iteration 73Q: 3 clusters Score -1647309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1647307.750000 Penalty: 4699.794922
	Iteration 74Q: 3 clusters Score -1647308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1647307.625000 Penalty: 4699.794922
	Iteration 75Q: 3 clusters Score -1647308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1647307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1647307.625000 Penalty: 4699.794922
	Iteration 77Q: 3 clusters Score -1647308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1647315.750000 Penalty: 4699.794922
	Iteration 78Q: 3 clusters Score -1647316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1647314.375000 Penalty: 4699.794922
	Iteration 79Q: 3 clusters Score -1647314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1647318.625000 Penalty: 4699.794922
	Iteration 80F: 3 clusters Score -1647319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1647320.625000 Penalty: 4699.794922
	Iteration 81Q: 3 clusters Score -1647321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1647326.500000 Penalty: 4699.794922
	Iteration 82Q: 3 clusters Score -1647326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1647326.250000 Penalty: 4699.794922
	Iteration 83Q: 3 clusters Score -1647326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1647332.125000 Penalty: 4699.794922
	Iteration 84Q: 3 clusters Score -1647332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1647334.125000 Penalty: 4699.794922
	Iteration 85Q: 3 clusters Score -1647334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1647338.625000 Penalty: 4699.794922
	Iteration 86Q: 3 clusters Score -1647339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1647338.875000 Penalty: 4699.794922
	Iteration 87Q: 3 clusters Score -1647339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1647340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1647343.250000 Penalty: 4699.794922
	Iteration 89Q: 3 clusters Score -1647343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1647340.625000 Penalty: 4699.794922
	Iteration 90Q: 3 clusters Score -1647341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1647343.375000 Penalty: 4699.794922
	Iteration 91Q: 3 clusters Score -1647343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1647347.250000 Penalty: 4699.794922
	Iteration 92Q: 3 clusters Score -1647347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1647350.750000 Penalty: 4699.794922
	Iteration 93Q: 3 clusters Score -1647351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1647345.625000 Penalty: 4699.794922
	Iteration 94Q: 3 clusters Score -1647346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1647345.875000 Penalty: 4699.794922
	Iteration 95Q: 3 clusters Score -1647346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1647348.875000 Penalty: 4699.794922
	Iteration 96Q: 3 clusters Score -1647349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1647349.750000 Penalty: 4699.794922
	Iteration 97Q: 3 clusters Score -1647350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1647352.625000 Penalty: 4699.794922
	Iteration 98Q: 3 clusters Score -1647353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1647354.500000 Penalty: 4699.794922
	Iteration 99Q: 3 clusters Score -1647354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1647352.125000 Penalty: 4699.794922
	Iteration 100F: 3 clusters Score -1647352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1647353.875000 Penalty: 4699.794922
	Iteration 101Q: 3 clusters Score -1647354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1647352.875000 Penalty: 4699.794922
	Iteration 102Q: 3 clusters Score -1647353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1647352.125000 Penalty: 4699.794922
	Iteration 103Q: 3 clusters Score -1647352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1647350.250000 Penalty: 4699.794922
	Iteration 104Q: 3 clusters Score -1647350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1647350.250000 Penalty: 4699.794922
	Iteration 105F: 3 clusters Score -1647350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Entering Unmasked Estep 
Score: -1310175.250000 Penalty: 2301.869141
	Iteration 0F: 2 clusters Score -1310175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1301983.875000 Penalty: 4603.738281
	Iteration 0F: 3 clusters Score -1301984 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1304418.875000 Penalty: 4603.738281
	Iteration 1F: 3 clusters Score -1304419 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1304756.625000 Penalty: 4603.738281
	Iteration 2F: 3 clusters Score -1304757 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1304983.625000 Penalty: 4603.738281
	Iteration 3F: 3 clusters Score -1304984 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1305143.375000 Penalty: 4603.738281
	Iteration 4Q: 3 clusters Score -1305143 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1305282.375000 Penalty: 4603.738281
	Iteration 5Q: 3 clusters Score -1305282 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1305419.000000 Penalty: 4603.738281
	Iteration 6Q: 3 clusters Score -1305419 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1305577.000000 Penalty: 4603.738281
	Iteration 7Q: 3 clusters Score -1305577 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1305756.250000 Penalty: 4603.738281
	Iteration 8Q: 3 clusters Score -1305756 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1305963.625000 Penalty: 4603.738281
	Iteration 9Q: 3 clusters Score -1305964 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1306217.750000 Penalty: 4603.738281
	Iteration 10Q: 3 clusters Score -1306218 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1306535.875000 Penalty: 4603.738281
	Iteration 11Q: 3 clusters Score -1306536 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1306923.250000 Penalty: 4603.738281
	Iteration 12Q: 3 clusters Score -1306923 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1307316.500000 Penalty: 4603.738281
	Iteration 13Q: 3 clusters Score -1307316 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1307675.875000 Penalty: 4603.738281
	Iteration 14Q: 3 clusters Score -1307676 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1307962.125000 Penalty: 4603.738281
	Iteration 15Q: 3 clusters Score -1307962 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1308163.250000 Penalty: 4603.738281
	Iteration 16Q: 3 clusters Score -1308163 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1308303.500000 Penalty: 4603.738281
	Iteration 17Q: 3 clusters Score -1308304 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1308396.000000 Penalty: 4603.738281
	Iteration 18Q: 3 clusters Score -1308396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1308465.500000 Penalty: 4603.738281
	Iteration 19Q: 3 clusters Score -1308466 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1308517.250000 Penalty: 4603.738281
	Iteration 20F: 3 clusters Score -1308517 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1308558.375000 Penalty: 4603.738281
	Iteration 21Q: 3 clusters Score -1308558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1308579.500000 Penalty: 4603.738281
	Iteration 22Q: 3 clusters Score -1308580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1308583.750000 Penalty: 4603.738281
	Iteration 23Q: 3 clusters Score -1308584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1308586.000000 Penalty: 4603.738281
	Iteration 24Q: 3 clusters Score -1308586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1308590.625000 Penalty: 4603.738281
	Iteration 25Q: 3 clusters Score -1308591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1308601.375000 Penalty: 4603.738281
	Iteration 26Q: 3 clusters Score -1308601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1308604.375000 Penalty: 4603.738281
	Iteration 27Q: 3 clusters Score -1308604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1308606.000000 Penalty: 4603.738281
	Iteration 28Q: 3 clusters Score -1308606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1308610.000000 Penalty: 4603.738281
	Iteration 29Q: 3 clusters Score -1308610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1308611.375000 Penalty: 4603.738281
	Iteration 30Q: 3 clusters Score -1308611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1308611.375000 Penalty: 4603.738281
	Iteration 31F: 3 clusters Score -1308611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -325239.468750 Penalty: 1953.688477
	Iteration 0F: 2 clusters Score -325239.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -322228.687500 Penalty: 3907.376953
	Iteration 0F: 3 clusters Score -322228.7 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -322818.875000 Penalty: 3907.376953
	Iteration 1F: 3 clusters Score -322818.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -322967.937500 Penalty: 3907.376953
	Iteration 2F: 3 clusters Score -322967.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -323053.187500 Penalty: 3907.376953
	Iteration 3Q: 3 clusters Score -323053.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -323121.406250 Penalty: 3907.376953
	Iteration 4Q: 3 clusters Score -323121.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -323183.187500 Penalty: 3907.376953
	Iteration 5Q: 3 clusters Score -323183.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -323258.250000 Penalty: 3907.376953
	Iteration 6Q: 3 clusters Score -323258.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -323362.812500 Penalty: 3907.376953
	Iteration 7Q: 3 clusters Score -323362.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -323501.625000 Penalty: 3907.376953
	Iteration 8Q: 3 clusters Score -323501.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -323662.406250 Penalty: 3907.376953
	Iteration 9Q: 3 clusters Score -323662.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -323762.125000 Penalty: 3907.376953
	Iteration 10Q: 3 clusters Score -323762.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -323842.531250 Penalty: 3907.376953
	Iteration 11Q: 3 clusters Score -323842.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -323908.500000 Penalty: 3907.376953
	Iteration 12Q: 3 clusters Score -323908.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -323943.343750 Penalty: 3907.376953
	Iteration 13Q: 3 clusters Score -323943.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -323978.531250 Penalty: 3907.376953
	Iteration 14Q: 3 clusters Score -323978.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -324010.000000 Penalty: 3907.376953
	Iteration 15Q: 3 clusters Score -324010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -324033.750000 Penalty: 3907.376953
	Iteration 16Q: 3 clusters Score -324033.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -324052.437500 Penalty: 3907.376953
	Iteration 17Q: 3 clusters Score -324052.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -324076.593750 Penalty: 3907.376953
	Iteration 18Q: 3 clusters Score -324076.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -324107.562500 Penalty: 3907.376953
	Iteration 19Q: 3 clusters Score -324107.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -324132.375000 Penalty: 3907.376953
	Iteration 20F: 3 clusters Score -324132.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -324152.937500 Penalty: 3907.376953
	Iteration 21Q: 3 clusters Score -324152.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -324175.156250 Penalty: 3907.376953
	Iteration 22Q: 3 clusters Score -324175.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -324202.062500 Penalty: 3907.376953
	Iteration 23Q: 3 clusters Score -324202.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -324236.218750 Penalty: 3907.376953
	Iteration 24Q: 3 clusters Score -324236.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -324272.500000 Penalty: 3907.376953
	Iteration 25Q: 3 clusters Score -324272.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -324299.062500 Penalty: 3907.376953
	Iteration 26Q: 3 clusters Score -324299.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -324326.000000 Penalty: 3907.376953
	Iteration 27Q: 3 clusters Score -324326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -324359.062500 Penalty: 3907.376953
	Iteration 28Q: 3 clusters Score -324359.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -324394.093750 Penalty: 3907.376953
	Iteration 29Q: 3 clusters Score -324394.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -324427.781250 Penalty: 3907.376953
	Iteration 30Q: 3 clusters Score -324427.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -324466.125000 Penalty: 3907.376953
	Iteration 31Q: 3 clusters Score -324466.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -324504.750000 Penalty: 3907.376953
	Iteration 32Q: 3 clusters Score -324504.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -324534.406250 Penalty: 3907.376953
	Iteration 33Q: 3 clusters Score -324534.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -324566.687500 Penalty: 3907.376953
	Iteration 34Q: 3 clusters Score -324566.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -324611.500000 Penalty: 3907.376953
	Iteration 35Q: 3 clusters Score -324611.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -324639.937500 Penalty: 3907.376953
	Iteration 36Q: 3 clusters Score -324639.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -324657.500000 Penalty: 3907.376953
	Iteration 37Q: 3 clusters Score -324657.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -324664.906250 Penalty: 3907.376953
	Iteration 38Q: 3 clusters Score -324664.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -324668.656250 Penalty: 3907.376953
	Iteration 39Q: 3 clusters Score -324668.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -324671.125000 Penalty: 3907.376953
	Iteration 40F: 3 clusters Score -324671.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Entering Unmasked Estep 
Score: -674168.875000 Penalty: 2152.637939
	Iteration 0F: 2 clusters Score -674168.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -669163.000000 Penalty: 4305.275879
	Iteration 0F: 3 clusters Score -669163 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -670514.812500 Penalty: 4305.275879
	Iteration 1F: 3 clusters Score -670514.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -670876.687500 Penalty: 4305.275879
	Iteration 2F: 3 clusters Score -670876.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -671220.750000 Penalty: 4305.275879
	Iteration 3F: 3 clusters Score -671220.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -671567.562500 Penalty: 4305.275879
	Iteration 4F: 3 clusters Score -671567.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -671902.000000 Penalty: 4305.275879
	Iteration 5F: 3 clusters Score -671902 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -672176.250000 Penalty: 4305.275879
	Iteration 6F: 3 clusters Score -672176.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -672391.750000 Penalty: 4305.275879
	Iteration 7Q: 3 clusters Score -672391.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -672522.687500 Penalty: 4305.275879
	Iteration 8Q: 3 clusters Score -672522.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -672613.000000 Penalty: 4305.275879
	Iteration 9Q: 3 clusters Score -672613 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -672654.125000 Penalty: 4305.275879
	Iteration 10Q: 3 clusters Score -672654.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -672689.062500 Penalty: 4305.275879
	Iteration 11Q: 3 clusters Score -672689.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -672718.937500 Penalty: 4305.275879
	Iteration 12Q: 3 clusters Score -672718.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -672746.937500 Penalty: 4305.275879
	Iteration 13Q: 3 clusters Score -672746.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -672763.312500 Penalty: 4305.275879
	Iteration 14Q: 3 clusters Score -672763.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -672777.875000 Penalty: 4305.275879
	Iteration 15Q: 3 clusters Score -672777.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -672788.750000 Penalty: 4305.275879
	Iteration 16Q: 3 clusters Score -672788.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -672798.000000 Penalty: 4305.275879
	Iteration 17Q: 3 clusters Score -672798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -672809.250000 Penalty: 4305.275879
	Iteration 18Q: 3 clusters Score -672809.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -672814.937500 Penalty: 4305.275879
	Iteration 19Q: 3 clusters Score -672814.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -672819.812500 Penalty: 4305.275879
	Iteration 20F: 3 clusters Score -672819.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -672823.687500 Penalty: 4305.275879
	Iteration 21Q: 3 clusters Score -672823.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -672824.625000 Penalty: 4305.275879
	Iteration 22Q: 3 clusters Score -672824.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -672827.375000 Penalty: 4305.275879
	Iteration 23Q: 3 clusters Score -672827.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -672829.500000 Penalty: 4305.275879
	Iteration 24Q: 3 clusters Score -672829.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -672830.750000 Penalty: 4305.275879
	Iteration 25Q: 3 clusters Score -672830.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -672832.437500 Penalty: 4305.275879
	Iteration 26Q: 3 clusters Score -672832.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -672836.125000 Penalty: 4305.275879
	Iteration 27Q: 3 clusters Score -672836.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -672842.812500 Penalty: 4305.275879
	Iteration 28Q: 3 clusters Score -672842.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -672846.375000 Penalty: 4305.275879
	Iteration 29Q: 3 clusters Score -672846.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -672846.812500 Penalty: 4305.275879
	Iteration 30Q: 3 clusters Score -672846.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -672849.625000 Penalty: 4305.275879
	Iteration 31Q: 3 clusters Score -672849.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -672850.687500 Penalty: 4305.275879
	Iteration 32Q: 3 clusters Score -672850.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -672854.187500 Penalty: 4305.275879
	Iteration 33Q: 3 clusters Score -672854.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -672860.500000 Penalty: 4305.275879
	Iteration 34Q: 3 clusters Score -672860.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -672863.812500 Penalty: 4305.275879
	Iteration 35Q: 3 clusters Score -672863.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -672867.812500 Penalty: 4305.275879
	Iteration 36Q: 3 clusters Score -672867.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -672870.750000 Penalty: 4305.275879
	Iteration 37Q: 3 clusters Score -672870.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -672874.187500 Penalty: 4305.275879
	Iteration 38Q: 3 clusters Score -672874.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -672876.187500 Penalty: 4305.275879
	Iteration 39Q: 3 clusters Score -672876.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -672879.187500 Penalty: 4305.275879
	Iteration 40F: 3 clusters Score -672879.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -672880.187500 Penalty: 4305.275879
	Iteration 41Q: 3 clusters Score -672880.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -672883.875000 Penalty: 4305.275879
	Iteration 42Q: 3 clusters Score -672883.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -672887.250000 Penalty: 4305.275879
	Iteration 43Q: 3 clusters Score -672887.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -672888.375000 Penalty: 4305.275879
	Iteration 44Q: 3 clusters Score -672888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -672889.500000 Penalty: 4305.275879
	Iteration 45Q: 3 clusters Score -672889.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -672890.125000 Penalty: 4305.275879
	Iteration 46Q: 3 clusters Score -672890.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -672890.125000 Penalty: 4305.275879
	Iteration 47F: 3 clusters Score -672890.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -122888.851562 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -122888.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -120986.210938 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -120986.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -121309.820312 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -121309.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -121455.968750 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -121456 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -121640.835938 Penalty: 3438.010010
	Iteration 3F: 3 clusters Score -121640.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -121822.359375 Penalty: 3438.010010
	Iteration 4F: 3 clusters Score -121822.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -121970.468750 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -121970.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -122075.171875 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -122075.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -122154.437500 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -122154.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -122202.757812 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -122202.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -122226.195312 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -122226.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -122244.601562 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -122244.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -122261.382812 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -122261.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -122270.648438 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -122270.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -122275.812500 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -122275.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -122277.695312 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -122277.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -122280.023438 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -122280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -122285.445312 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -122285.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -122294.632812 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -122294.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -122299.773438 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -122299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -122300.765625 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -122300.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -122300.765625 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -122300.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Entering Unmasked Estep 
Score: -2492719.250000 Penalty: 2444.814697
	Iteration 0F: 2 clusters Score -2492719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2479341.500000 Penalty: 4889.629395
	Iteration 0F: 3 clusters Score -2479342 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2483831.500000 Penalty: 4889.629395
	Iteration 1F: 3 clusters Score -2483832 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2484329.000000 Penalty: 4889.629395
	Iteration 2F: 3 clusters Score -2484329 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2484788.500000 Penalty: 4889.629395
	Iteration 3F: 3 clusters Score -2484788 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2485213.500000 Penalty: 4889.629395
	Iteration 4Q: 3 clusters Score -2485214 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2485621.500000 Penalty: 4889.629395
	Iteration 5Q: 3 clusters Score -2485622 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2486035.500000 Penalty: 4889.629395
	Iteration 6Q: 3 clusters Score -2486036 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2486469.000000 Penalty: 4889.629395
	Iteration 7Q: 3 clusters Score -2486469 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2486920.250000 Penalty: 4889.629395
	Iteration 8Q: 3 clusters Score -2486920 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2487421.750000 Penalty: 4889.629395
	Iteration 9Q: 3 clusters Score -2487422 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2488043.750000 Penalty: 4889.629395
	Iteration 10Q: 3 clusters Score -2488044 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2488778.500000 Penalty: 4889.629395
	Iteration 11Q: 3 clusters Score -2488778 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2489584.250000 Penalty: 4889.629395
	Iteration 12Q: 3 clusters Score -2489584 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2490218.750000 Penalty: 4889.629395
	Iteration 13Q: 3 clusters Score -2490219 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2490689.750000 Penalty: 4889.629395
	Iteration 14Q: 3 clusters Score -2490690 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2490969.500000 Penalty: 4889.629395
	Iteration 15Q: 3 clusters Score -2490970 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2491134.250000 Penalty: 4889.629395
	Iteration 16Q: 3 clusters Score -2491134 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2491237.750000 Penalty: 4889.629395
	Iteration 17Q: 3 clusters Score -2491238 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2491327.750000 Penalty: 4889.629395
	Iteration 18Q: 3 clusters Score -2491328 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2491405.250000 Penalty: 4889.629395
	Iteration 19Q: 3 clusters Score -2491405 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2491513.250000 Penalty: 4889.629395
	Iteration 20F: 3 clusters Score -2491513 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2491600.000000 Penalty: 4889.629395
	Iteration 21Q: 3 clusters Score -2491600 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2491651.000000 Penalty: 4889.629395
	Iteration 22Q: 3 clusters Score -2491651 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2491685.500000 Penalty: 4889.629395
	Iteration 23Q: 3 clusters Score -2491686 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2491697.000000 Penalty: 4889.629395
	Iteration 24Q: 3 clusters Score -2491697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2491703.250000 Penalty: 4889.629395
	Iteration 25Q: 3 clusters Score -2491703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2491715.250000 Penalty: 4889.629395
	Iteration 26Q: 3 clusters Score -2491715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2491719.250000 Penalty: 4889.629395
	Iteration 27Q: 3 clusters Score -2491719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2491719.750000 Penalty: 4889.629395
	Iteration 28Q: 3 clusters Score -2491720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2491727.750000 Penalty: 4889.629395
	Iteration 29Q: 3 clusters Score -2491728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2491728.250000 Penalty: 4889.629395
	Iteration 30Q: 3 clusters Score -2491728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2491731.000000 Penalty: 4889.629395
	Iteration 31Q: 3 clusters Score -2491731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2491732.250000 Penalty: 4889.629395
	Iteration 32Q: 3 clusters Score -2491732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2491727.750000 Penalty: 4889.629395
	Iteration 33Q: 3 clusters Score -2491728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2491730.000000 Penalty: 4889.629395
	Iteration 34Q: 3 clusters Score -2491730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2491729.500000 Penalty: 4889.629395
	Iteration 35Q: 3 clusters Score -2491730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2491729.500000 Penalty: 4889.629395
	Iteration 36Q: 3 clusters Score -2491730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2491730.250000 Penalty: 4889.629395
	Iteration 37Q: 3 clusters Score -2491730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2491730.000000 Penalty: 4889.629395
	Iteration 38Q: 3 clusters Score -2491730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2491730.000000 Penalty: 4889.629395
	Iteration 39F: 3 clusters Score -2491730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (144878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144878 members 
Entering Unmasked Estep 
Score: -18645252.000000 Penalty: 2947.144531
	Iteration 0F: 2 clusters Score -1.864525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72463 members 
Mstep: Class 2 contains 72415 members 
Entering Unmasked Estep 
Score: -18548966.000000 Penalty: 5894.289062
	Iteration 0F: 3 clusters Score -1.854897e+07 nChanged 69110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72517 members 
Mstep: Class 2 contains 72361 members 
Entering Unmasked Estep 
Score: -18589740.000000 Penalty: 5894.289062
	Iteration 1F: 3 clusters Score -1.858974e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72381 members 
Mstep: Class 2 contains 72497 members 
Entering Unmasked Estep 
Score: -18590996.000000 Penalty: 5894.289062
	Iteration 2Q: 3 clusters Score -1.8591e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72269 members 
Mstep: Class 2 contains 72609 members 
Entering Unmasked Estep 
Score: -18592518.000000 Penalty: 5894.289062
	Iteration 3Q: 3 clusters Score -1.859252e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72317 members 
Mstep: Class 2 contains 72561 members 
Entering Unmasked Estep 
Score: -18593972.000000 Penalty: 5894.289062
	Iteration 4Q: 3 clusters Score -1.859397e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72524 members 
Mstep: Class 2 contains 72354 members 
Entering Unmasked Estep 
Score: -18595500.000000 Penalty: 5894.289062
	Iteration 5Q: 3 clusters Score -1.85955e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 71832 members 
Entering Unmasked Estep 
Score: -18597554.000000 Penalty: 5894.289062
	Iteration 6Q: 3 clusters Score -1.859755e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73939 members 
Mstep: Class 2 contains 70939 members 
Entering Unmasked Estep 
Score: -18599658.000000 Penalty: 5894.289062
	Iteration 7Q: 3 clusters Score -1.859966e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75503 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
Score: -18602722.000000 Penalty: 5894.289062
	Iteration 8Q: 3 clusters Score -1.860272e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77931 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
Score: -18607086.000000 Penalty: 5894.289062
	Iteration 9Q: 3 clusters Score -1.860709e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81395 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
Score: -18613458.000000 Penalty: 5894.289062
	Iteration 10F: 3 clusters Score -1.861346e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -18619650.000000 Penalty: 5894.289062
	Iteration 11F: 3 clusters Score -1.861965e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88234 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -18623346.000000 Penalty: 5894.289062
	Iteration 12Q: 3 clusters Score -1.862335e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90985 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -18625050.000000 Penalty: 5894.289062
	Iteration 13Q: 3 clusters Score -1.862505e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93555 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -18626348.000000 Penalty: 5894.289062
	Iteration 14Q: 3 clusters Score -1.862635e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96112 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -18627618.000000 Penalty: 5894.289062
	Iteration 15Q: 3 clusters Score -1.862762e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98600 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -18628886.000000 Penalty: 5894.289062
	Iteration 16Q: 3 clusters Score -1.862889e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100942 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -18629980.000000 Penalty: 5894.289062
	Iteration 17Q: 3 clusters Score -1.862998e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103160 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -18631046.000000 Penalty: 5894.289062
	Iteration 18Q: 3 clusters Score -1.863105e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105174 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -18631592.000000 Penalty: 5894.289062
	Iteration 19Q: 3 clusters Score -1.863159e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107008 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -18632346.000000 Penalty: 5894.289062
	Iteration 20F: 3 clusters Score -1.863235e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108800 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -18632846.000000 Penalty: 5894.289062
	Iteration 21Q: 3 clusters Score -1.863285e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110421 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -18633360.000000 Penalty: 5894.289062
	Iteration 22Q: 3 clusters Score -1.863336e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112018 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -18633788.000000 Penalty: 5894.289062
	Iteration 23Q: 3 clusters Score -1.863379e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113604 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -18634214.000000 Penalty: 5894.289062
	Iteration 24Q: 3 clusters Score -1.863421e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115163 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -18634686.000000 Penalty: 5894.289062
	Iteration 25Q: 3 clusters Score -1.863469e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116634 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -18635166.000000 Penalty: 5894.289062
	Iteration 26Q: 3 clusters Score -1.863517e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118059 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -18635522.000000 Penalty: 5894.289062
	Iteration 27Q: 3 clusters Score -1.863552e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119413 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -18635884.000000 Penalty: 5894.289062
	Iteration 28Q: 3 clusters Score -1.863588e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120752 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -18636270.000000 Penalty: 5894.289062
	Iteration 29Q: 3 clusters Score -1.863627e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122026 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -18636676.000000 Penalty: 5894.289062
	Iteration 30Q: 3 clusters Score -1.863668e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123218 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -18637016.000000 Penalty: 5894.289062
	Iteration 31Q: 3 clusters Score -1.863702e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124361 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -18637438.000000 Penalty: 5894.289062
	Iteration 32Q: 3 clusters Score -1.863744e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125493 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -18637864.000000 Penalty: 5894.289062
	Iteration 33Q: 3 clusters Score -1.863786e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126630 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -18638204.000000 Penalty: 5894.289062
	Iteration 34Q: 3 clusters Score -1.86382e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127693 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -18638592.000000 Penalty: 5894.289062
	Iteration 35Q: 3 clusters Score -1.863859e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128670 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -18638898.000000 Penalty: 5894.289062
	Iteration 36Q: 3 clusters Score -1.86389e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129582 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -18639248.000000 Penalty: 5894.289062
	Iteration 37Q: 3 clusters Score -1.863925e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130478 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -18639524.000000 Penalty: 5894.289062
	Iteration 38Q: 3 clusters Score -1.863952e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131313 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -18639800.000000 Penalty: 5894.289062
	Iteration 39Q: 3 clusters Score -1.86398e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132123 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -18640100.000000 Penalty: 5894.289062
	Iteration 40F: 3 clusters Score -1.86401e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132963 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -18640496.000000 Penalty: 5894.289062
	Iteration 41Q: 3 clusters Score -1.86405e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133763 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -18640698.000000 Penalty: 5894.289062
	Iteration 42Q: 3 clusters Score -1.86407e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134512 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -18640940.000000 Penalty: 5894.289062
	Iteration 43Q: 3 clusters Score -1.864094e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135216 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -18641212.000000 Penalty: 5894.289062
	Iteration 44Q: 3 clusters Score -1.864121e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135903 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -18641380.000000 Penalty: 5894.289062
	Iteration 45Q: 3 clusters Score -1.864138e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136571 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -18641546.000000 Penalty: 5894.289062
	Iteration 46Q: 3 clusters Score -1.864155e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137132 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -18641688.000000 Penalty: 5894.289062
	Iteration 47Q: 3 clusters Score -1.864169e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137640 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -18641832.000000 Penalty: 5894.289062
	Iteration 48Q: 3 clusters Score -1.864183e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138113 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -18641952.000000 Penalty: 5894.289062
	Iteration 49Q: 3 clusters Score -1.864195e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138522 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -18642086.000000 Penalty: 5894.289062
	Iteration 50Q: 3 clusters Score -1.864209e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138853 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -18642200.000000 Penalty: 5894.289062
	Iteration 51Q: 3 clusters Score -1.86422e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139185 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -18642282.000000 Penalty: 5894.289062
	Iteration 52Q: 3 clusters Score -1.864228e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139516 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -18642378.000000 Penalty: 5894.289062
	Iteration 53Q: 3 clusters Score -1.864238e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139829 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -18642426.000000 Penalty: 5894.289062
	Iteration 54Q: 3 clusters Score -1.864243e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140127 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -18642528.000000 Penalty: 5894.289062
	Iteration 55Q: 3 clusters Score -1.864253e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140395 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -18642628.000000 Penalty: 5894.289062
	Iteration 56Q: 3 clusters Score -1.864263e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140641 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -18642684.000000 Penalty: 5894.289062
	Iteration 57Q: 3 clusters Score -1.864268e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140877 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -18642812.000000 Penalty: 5894.289062
	Iteration 58Q: 3 clusters Score -1.864281e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141081 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -18642884.000000 Penalty: 5894.289062
	Iteration 59Q: 3 clusters Score -1.864288e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141252 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -18642926.000000 Penalty: 5894.289062
	Iteration 60F: 3 clusters Score -1.864293e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141394 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -18642958.000000 Penalty: 5894.289062
	Iteration 61Q: 3 clusters Score -1.864296e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141515 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -18642992.000000 Penalty: 5894.289062
	Iteration 62Q: 3 clusters Score -1.864299e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141620 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -18643018.000000 Penalty: 5894.289062
	Iteration 63Q: 3 clusters Score -1.864302e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141715 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -18643034.000000 Penalty: 5894.289062
	Iteration 64Q: 3 clusters Score -1.864303e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141797 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -18643092.000000 Penalty: 5894.289062
	Iteration 65Q: 3 clusters Score -1.864309e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141870 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -18643088.000000 Penalty: 5894.289062
	Iteration 66Q: 3 clusters Score -1.864309e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141932 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -18643104.000000 Penalty: 5894.289062
	Iteration 67Q: 3 clusters Score -1.86431e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141982 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -18643120.000000 Penalty: 5894.289062
	Iteration 68Q: 3 clusters Score -1.864312e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142033 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -18643128.000000 Penalty: 5894.289062
	Iteration 69Q: 3 clusters Score -1.864313e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142077 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -18643118.000000 Penalty: 5894.289062
	Iteration 70Q: 3 clusters Score -1.864312e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142116 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -18643128.000000 Penalty: 5894.289062
	Iteration 71Q: 3 clusters Score -1.864313e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142151 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -18643122.000000 Penalty: 5894.289062
	Iteration 72Q: 3 clusters Score -1.864312e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142184 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -18643122.000000 Penalty: 5894.289062
	Iteration 73Q: 3 clusters Score -1.864312e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142216 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -18643136.000000 Penalty: 5894.289062
	Iteration 74Q: 3 clusters Score -1.864314e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142236 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -18643168.000000 Penalty: 5894.289062
	Iteration 75Q: 3 clusters Score -1.864317e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142262 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -18643172.000000 Penalty: 5894.289062
	Iteration 76Q: 3 clusters Score -1.864317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142285 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -18643180.000000 Penalty: 5894.289062
	Iteration 77Q: 3 clusters Score -1.864318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142307 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -18643170.000000 Penalty: 5894.289062
	Iteration 78Q: 3 clusters Score -1.864317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142314 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -18643180.000000 Penalty: 5894.289062
	Iteration 79Q: 3 clusters Score -1.864318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142320 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -18643170.000000 Penalty: 5894.289062
	Iteration 80F: 3 clusters Score -1.864317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142328 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -18643184.000000 Penalty: 5894.289062
	Iteration 81Q: 3 clusters Score -1.864318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142340 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -18643188.000000 Penalty: 5894.289062
	Iteration 82Q: 3 clusters Score -1.864319e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142354 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -18643184.000000 Penalty: 5894.289062
	Iteration 83Q: 3 clusters Score -1.864318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142363 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -18643200.000000 Penalty: 5894.289062
	Iteration 84Q: 3 clusters Score -1.86432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142374 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -18643204.000000 Penalty: 5894.289062
	Iteration 85Q: 3 clusters Score -1.86432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142384 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -18643196.000000 Penalty: 5894.289062
	Iteration 86Q: 3 clusters Score -1.86432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142392 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -18643190.000000 Penalty: 5894.289062
	Iteration 87Q: 3 clusters Score -1.864319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142399 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -18643210.000000 Penalty: 5894.289062
	Iteration 88Q: 3 clusters Score -1.864321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142403 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -18643216.000000 Penalty: 5894.289062
	Iteration 89Q: 3 clusters Score -1.864322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142412 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -18643234.000000 Penalty: 5894.289062
	Iteration 90Q: 3 clusters Score -1.864323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142422 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -18643226.000000 Penalty: 5894.289062
	Iteration 91Q: 3 clusters Score -1.864323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142429 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -18643214.000000 Penalty: 5894.289062
	Iteration 92Q: 3 clusters Score -1.864321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142434 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -18643220.000000 Penalty: 5894.289062
	Iteration 93Q: 3 clusters Score -1.864322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142435 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -18643214.000000 Penalty: 5894.289062
	Iteration 94Q: 3 clusters Score -1.864321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142438 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -18643216.000000 Penalty: 5894.289062
	Iteration 95Q: 3 clusters Score -1.864322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142444 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -18643220.000000 Penalty: 5894.289062
	Iteration 96Q: 3 clusters Score -1.864322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142448 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -18643222.000000 Penalty: 5894.289062
	Iteration 97Q: 3 clusters Score -1.864322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142452 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -18643230.000000 Penalty: 5894.289062
	Iteration 98Q: 3 clusters Score -1.864323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142453 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -18643230.000000 Penalty: 5894.289062
	Iteration 99Q: 3 clusters Score -1.864323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142460 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -18643232.000000 Penalty: 5894.289062
	Iteration 100F: 3 clusters Score -1.864323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142467 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -18643220.000000 Penalty: 5894.289062
	Iteration 101Q: 3 clusters Score -1.864322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142473 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -18643234.000000 Penalty: 5894.289062
	Iteration 102Q: 3 clusters Score -1.864323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142474 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -18643230.000000 Penalty: 5894.289062
	Iteration 103Q: 3 clusters Score -1.864323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142477 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -18643224.000000 Penalty: 5894.289062
	Iteration 104Q: 3 clusters Score -1.864322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142479 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -18643232.000000 Penalty: 5894.289062
	Iteration 105Q: 3 clusters Score -1.864323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142480 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -18643230.000000 Penalty: 5894.289062
	Iteration 106Q: 3 clusters Score -1.864323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142481 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -18643232.000000 Penalty: 5894.289062
	Iteration 107Q: 3 clusters Score -1.864323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142482 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -18643232.000000 Penalty: 5894.289062
	Iteration 108Q: 3 clusters Score -1.864323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142482 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -18643232.000000 Penalty: 5894.289062
	Iteration 109F: 3 clusters Score -1.864323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Entering Unmasked Estep 
Score: -2966573.000000 Penalty: 2505.217285
	Iteration 0F: 2 clusters Score -2966573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2949717.000000 Penalty: 5010.434570
	Iteration 0F: 3 clusters Score -2949717 nChanged 10867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2955716.500000 Penalty: 5010.434570
	Iteration 1F: 3 clusters Score -2955716 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2956464.250000 Penalty: 5010.434570
	Iteration 2F: 3 clusters Score -2956464 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2957258.000000 Penalty: 5010.434570
	Iteration 3F: 3 clusters Score -2957258 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2958039.750000 Penalty: 5010.434570
	Iteration 4F: 3 clusters Score -2958040 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2958800.250000 Penalty: 5010.434570
	Iteration 5F: 3 clusters Score -2958800 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2959575.500000 Penalty: 5010.434570
	Iteration 6F: 3 clusters Score -2959576 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2960327.250000 Penalty: 5010.434570
	Iteration 7F: 3 clusters Score -2960327 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2960941.000000 Penalty: 5010.434570
	Iteration 8Q: 3 clusters Score -2960941 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2961409.500000 Penalty: 5010.434570
	Iteration 9Q: 3 clusters Score -2961410 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2961759.500000 Penalty: 5010.434570
	Iteration 10Q: 3 clusters Score -2961760 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2961993.750000 Penalty: 5010.434570
	Iteration 11Q: 3 clusters Score -2961994 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2962164.750000 Penalty: 5010.434570
	Iteration 12Q: 3 clusters Score -2962165 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2962298.250000 Penalty: 5010.434570
	Iteration 13Q: 3 clusters Score -2962298 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2962417.750000 Penalty: 5010.434570
	Iteration 14Q: 3 clusters Score -2962418 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2962532.750000 Penalty: 5010.434570
	Iteration 15Q: 3 clusters Score -2962533 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2962644.500000 Penalty: 5010.434570
	Iteration 16Q: 3 clusters Score -2962644 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2962763.000000 Penalty: 5010.434570
	Iteration 17Q: 3 clusters Score -2962763 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2962891.250000 Penalty: 5010.434570
	Iteration 18Q: 3 clusters Score -2962891 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2963017.750000 Penalty: 5010.434570
	Iteration 19Q: 3 clusters Score -2963018 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2963191.750000 Penalty: 5010.434570
	Iteration 20F: 3 clusters Score -2963192 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2963357.000000 Penalty: 5010.434570
	Iteration 21Q: 3 clusters Score -2963357 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2963563.000000 Penalty: 5010.434570
	Iteration 22Q: 3 clusters Score -2963563 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2963781.000000 Penalty: 5010.434570
	Iteration 23Q: 3 clusters Score -2963781 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2963982.250000 Penalty: 5010.434570
	Iteration 24Q: 3 clusters Score -2963982 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2964143.500000 Penalty: 5010.434570
	Iteration 25Q: 3 clusters Score -2964144 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2964303.250000 Penalty: 5010.434570
	Iteration 26Q: 3 clusters Score -2964303 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2964456.000000 Penalty: 5010.434570
	Iteration 27Q: 3 clusters Score -2964456 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2964551.000000 Penalty: 5010.434570
	Iteration 28Q: 3 clusters Score -2964551 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2964655.250000 Penalty: 5010.434570
	Iteration 29Q: 3 clusters Score -2964655 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2964718.250000 Penalty: 5010.434570
	Iteration 30Q: 3 clusters Score -2964718 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2964777.750000 Penalty: 5010.434570
	Iteration 31Q: 3 clusters Score -2964778 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2964831.250000 Penalty: 5010.434570
	Iteration 32Q: 3 clusters Score -2964831 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2964862.000000 Penalty: 5010.434570
	Iteration 33Q: 3 clusters Score -2964862 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2964887.500000 Penalty: 5010.434570
	Iteration 34Q: 3 clusters Score -2964888 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2964901.500000 Penalty: 5010.434570
	Iteration 35Q: 3 clusters Score -2964902 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2964915.250000 Penalty: 5010.434570
	Iteration 36Q: 3 clusters Score -2964915 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2964934.250000 Penalty: 5010.434570
	Iteration 37Q: 3 clusters Score -2964934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2964949.000000 Penalty: 5010.434570
	Iteration 38Q: 3 clusters Score -2964949 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2964954.250000 Penalty: 5010.434570
	Iteration 39Q: 3 clusters Score -2964954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2964954.250000 Penalty: 5010.434570
	Iteration 40F: 3 clusters Score -2964954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2964962.750000 Penalty: 5010.434570
	Iteration 41Q: 3 clusters Score -2964963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2964963.500000 Penalty: 5010.434570
	Iteration 42Q: 3 clusters Score -2964964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2964969.000000 Penalty: 5010.434570
	Iteration 43Q: 3 clusters Score -2964969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2964965.750000 Penalty: 5010.434570
	Iteration 44Q: 3 clusters Score -2964966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2964965.750000 Penalty: 5010.434570
	Iteration 45Q: 3 clusters Score -2964966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2964961.250000 Penalty: 5010.434570
	Iteration 46Q: 3 clusters Score -2964961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2964961.500000 Penalty: 5010.434570
	Iteration 47Q: 3 clusters Score -2964962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2964966.000000 Penalty: 5010.434570
	Iteration 48Q: 3 clusters Score -2964966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2964967.750000 Penalty: 5010.434570
	Iteration 49Q: 3 clusters Score -2964968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2964976.750000 Penalty: 5010.434570
	Iteration 50Q: 3 clusters Score -2964977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2964972.000000 Penalty: 5010.434570
	Iteration 51Q: 3 clusters Score -2964972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2964974.000000 Penalty: 5010.434570
	Iteration 52Q: 3 clusters Score -2964974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2964973.750000 Penalty: 5010.434570
	Iteration 53Q: 3 clusters Score -2964974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2964981.250000 Penalty: 5010.434570
	Iteration 54Q: 3 clusters Score -2964981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2964978.000000 Penalty: 5010.434570
	Iteration 55Q: 3 clusters Score -2964978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2964979.000000 Penalty: 5010.434570
	Iteration 56Q: 3 clusters Score -2964979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2964979.000000 Penalty: 5010.434570
	Iteration 57F: 3 clusters Score -2964979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Entering Unmasked Estep 
Score: -483821.343750 Penalty: 2052.924316
	Iteration 0F: 2 clusters Score -483821.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -480006.531250 Penalty: 4105.848633
	Iteration 0F: 3 clusters Score -480006.5 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -480926.781250 Penalty: 4105.848633
	Iteration 1F: 3 clusters Score -480926.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -481245.437500 Penalty: 4105.848633
	Iteration 2F: 3 clusters Score -481245.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -481517.218750 Penalty: 4105.848633
	Iteration 3F: 3 clusters Score -481517.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -481745.531250 Penalty: 4105.848633
	Iteration 4F: 3 clusters Score -481745.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -481967.562500 Penalty: 4105.848633
	Iteration 5F: 3 clusters Score -481967.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -482169.875000 Penalty: 4105.848633
	Iteration 6F: 3 clusters Score -482169.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -482323.812500 Penalty: 4105.848633
	Iteration 7Q: 3 clusters Score -482323.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -482413.781250 Penalty: 4105.848633
	Iteration 8Q: 3 clusters Score -482413.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -482483.937500 Penalty: 4105.848633
	Iteration 9Q: 3 clusters Score -482483.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -482535.812500 Penalty: 4105.848633
	Iteration 10Q: 3 clusters Score -482535.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -482571.000000 Penalty: 4105.848633
	Iteration 11Q: 3 clusters Score -482571 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -482599.000000 Penalty: 4105.848633
	Iteration 12Q: 3 clusters Score -482599 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -482625.125000 Penalty: 4105.848633
	Iteration 13Q: 3 clusters Score -482625.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -482642.718750 Penalty: 4105.848633
	Iteration 14Q: 3 clusters Score -482642.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -482656.281250 Penalty: 4105.848633
	Iteration 15Q: 3 clusters Score -482656.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -482662.062500 Penalty: 4105.848633
	Iteration 16Q: 3 clusters Score -482662.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -482670.437500 Penalty: 4105.848633
	Iteration 17Q: 3 clusters Score -482670.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -482682.000000 Penalty: 4105.848633
	Iteration 18Q: 3 clusters Score -482682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -482692.593750 Penalty: 4105.848633
	Iteration 19Q: 3 clusters Score -482692.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -482701.093750 Penalty: 4105.848633
	Iteration 20F: 3 clusters Score -482701.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -482704.093750 Penalty: 4105.848633
	Iteration 21Q: 3 clusters Score -482704.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -482706.843750 Penalty: 4105.848633
	Iteration 22Q: 3 clusters Score -482706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -482707.593750 Penalty: 4105.848633
	Iteration 23Q: 3 clusters Score -482707.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -482707.593750 Penalty: 4105.848633
	Iteration 24F: 3 clusters Score -482707.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (178397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178397 members 
Entering Unmasked Estep 
Score: -22883402.000000 Penalty: 2998.758057
	Iteration 0F: 2 clusters Score -2.28834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89228 members 
Mstep: Class 2 contains 89169 members 
Entering Unmasked Estep 
Score: -22763912.000000 Penalty: 5997.516113
	Iteration 0F: 3 clusters Score -2.276391e+07 nChanged 85627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88935 members 
Mstep: Class 2 contains 89462 members 
Entering Unmasked Estep 
Score: -22813838.000000 Penalty: 5997.516113
	Iteration 1F: 3 clusters Score -2.281384e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 89606 members 
Entering Unmasked Estep 
Score: -22814696.000000 Penalty: 5997.516113
	Iteration 2Q: 3 clusters Score -2.28147e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88564 members 
Mstep: Class 2 contains 89833 members 
Entering Unmasked Estep 
Score: -22815822.000000 Penalty: 5997.516113
	Iteration 3Q: 3 clusters Score -2.281582e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88246 members 
Mstep: Class 2 contains 90151 members 
Entering Unmasked Estep 
Score: -22817002.000000 Penalty: 5997.516113
	Iteration 4Q: 3 clusters Score -2.2817e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87617 members 
Mstep: Class 2 contains 90780 members 
Entering Unmasked Estep 
Score: -22818822.000000 Penalty: 5997.516113
	Iteration 5Q: 3 clusters Score -2.281882e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86684 members 
Mstep: Class 2 contains 91713 members 
Entering Unmasked Estep 
Score: -22820872.000000 Penalty: 5997.516113
	Iteration 6Q: 3 clusters Score -2.282087e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85220 members 
Mstep: Class 2 contains 93177 members 
Entering Unmasked Estep 
Score: -22823722.000000 Penalty: 5997.516113
	Iteration 7Q: 3 clusters Score -2.282372e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83168 members 
Mstep: Class 2 contains 95229 members 
Entering Unmasked Estep 
Score: -22827500.000000 Penalty: 5997.516113
	Iteration 8Q: 3 clusters Score -2.28275e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80377 members 
Mstep: Class 2 contains 98020 members 
Entering Unmasked Estep 
Score: -22832780.000000 Penalty: 5997.516113
	Iteration 9F: 3 clusters Score -2.283278e+07 nChanged 10149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76764 members 
Mstep: Class 2 contains 101633 members 
Entering Unmasked Estep 
Score: -22839434.000000 Penalty: 5997.516113
	Iteration 10F: 3 clusters Score -2.283943e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72703 members 
Mstep: Class 2 contains 105694 members 
Entering Unmasked Estep 
Score: -22846052.000000 Penalty: 5997.516113
	Iteration 11F: 3 clusters Score -2.284605e+07 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68703 members 
Mstep: Class 2 contains 109694 members 
Entering Unmasked Estep 
Score: -22851310.000000 Penalty: 5997.516113
	Iteration 12F: 3 clusters Score -2.285131e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 113298 members 
Entering Unmasked Estep 
Score: -22854356.000000 Penalty: 5997.516113
	Iteration 13Q: 3 clusters Score -2.285436e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 116674 members 
Entering Unmasked Estep 
Score: -22856174.000000 Penalty: 5997.516113
	Iteration 14Q: 3 clusters Score -2.285617e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58534 members 
Mstep: Class 2 contains 119863 members 
Entering Unmasked Estep 
Score: -22857774.000000 Penalty: 5997.516113
	Iteration 15Q: 3 clusters Score -2.285777e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 123019 members 
Entering Unmasked Estep 
Score: -22859044.000000 Penalty: 5997.516113
	Iteration 16Q: 3 clusters Score -2.285904e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 126238 members 
Entering Unmasked Estep 
Score: -22860216.000000 Penalty: 5997.516113
	Iteration 17Q: 3 clusters Score -2.286022e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 129543 members 
Entering Unmasked Estep 
Score: -22861548.000000 Penalty: 5997.516113
	Iteration 18Q: 3 clusters Score -2.286155e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 132926 members 
Entering Unmasked Estep 
Score: -22862856.000000 Penalty: 5997.516113
	Iteration 19Q: 3 clusters Score -2.286286e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 136449 members 
Entering Unmasked Estep 
Score: -22864366.000000 Penalty: 5997.516113
	Iteration 20F: 3 clusters Score -2.286437e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 139930 members 
Entering Unmasked Estep 
Score: -22866074.000000 Penalty: 5997.516113
	Iteration 21Q: 3 clusters Score -2.286607e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 143444 members 
Entering Unmasked Estep 
Score: -22867806.000000 Penalty: 5997.516113
	Iteration 22Q: 3 clusters Score -2.286781e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 146869 members 
Entering Unmasked Estep 
Score: -22869550.000000 Penalty: 5997.516113
	Iteration 23Q: 3 clusters Score -2.286955e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 150137 members 
Entering Unmasked Estep 
Score: -22871314.000000 Penalty: 5997.516113
	Iteration 24Q: 3 clusters Score -2.287131e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 153184 members 
Entering Unmasked Estep 
Score: -22872926.000000 Penalty: 5997.516113
	Iteration 25Q: 3 clusters Score -2.287293e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 155994 members 
Entering Unmasked Estep 
Score: -22874362.000000 Penalty: 5997.516113
	Iteration 26Q: 3 clusters Score -2.287436e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 158640 members 
Entering Unmasked Estep 
Score: -22875688.000000 Penalty: 5997.516113
	Iteration 27Q: 3 clusters Score -2.287569e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 161051 members 
Entering Unmasked Estep 
Score: -22876596.000000 Penalty: 5997.516113
	Iteration 28Q: 3 clusters Score -2.28766e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 163184 members 
Entering Unmasked Estep 
Score: -22877430.000000 Penalty: 5997.516113
	Iteration 29Q: 3 clusters Score -2.287743e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 165027 members 
Entering Unmasked Estep 
Score: -22878200.000000 Penalty: 5997.516113
	Iteration 30Q: 3 clusters Score -2.28782e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 166661 members 
Entering Unmasked Estep 
Score: -22878878.000000 Penalty: 5997.516113
	Iteration 31Q: 3 clusters Score -2.287888e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 168090 members 
Entering Unmasked Estep 
Score: -22879504.000000 Penalty: 5997.516113
	Iteration 32Q: 3 clusters Score -2.28795e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 169329 members 
Entering Unmasked Estep 
Score: -22879948.000000 Penalty: 5997.516113
	Iteration 33Q: 3 clusters Score -2.287995e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 170356 members 
Entering Unmasked Estep 
Score: -22880404.000000 Penalty: 5997.516113
	Iteration 34Q: 3 clusters Score -2.28804e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 171207 members 
Entering Unmasked Estep 
Score: -22880720.000000 Penalty: 5997.516113
	Iteration 35Q: 3 clusters Score -2.288072e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 171910 members 
Entering Unmasked Estep 
Score: -22880902.000000 Penalty: 5997.516113
	Iteration 36Q: 3 clusters Score -2.28809e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 172440 members 
Entering Unmasked Estep 
Score: -22881098.000000 Penalty: 5997.516113
	Iteration 37Q: 3 clusters Score -2.28811e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 172892 members 
Entering Unmasked Estep 
Score: -22881280.000000 Penalty: 5997.516113
	Iteration 38Q: 3 clusters Score -2.288128e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 173292 members 
Entering Unmasked Estep 
Score: -22881398.000000 Penalty: 5997.516113
	Iteration 39Q: 3 clusters Score -2.28814e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 173627 members 
Entering Unmasked Estep 
Score: -22881464.000000 Penalty: 5997.516113
	Iteration 40F: 3 clusters Score -2.288146e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 173908 members 
Entering Unmasked Estep 
Score: -22881476.000000 Penalty: 5997.516113
	Iteration 41Q: 3 clusters Score -2.288148e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 174147 members 
Entering Unmasked Estep 
Score: -22881596.000000 Penalty: 5997.516113
	Iteration 42Q: 3 clusters Score -2.28816e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 174331 members 
Entering Unmasked Estep 
Score: -22881662.000000 Penalty: 5997.516113
	Iteration 43Q: 3 clusters Score -2.288166e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 174483 members 
Entering Unmasked Estep 
Score: -22881678.000000 Penalty: 5997.516113
	Iteration 44Q: 3 clusters Score -2.288168e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 174615 members 
Entering Unmasked Estep 
Score: -22881676.000000 Penalty: 5997.516113
	Iteration 45Q: 3 clusters Score -2.288168e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 174712 members 
Entering Unmasked Estep 
Score: -22881650.000000 Penalty: 5997.516113
	Iteration 46Q: 3 clusters Score -2.288165e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 174790 members 
Entering Unmasked Estep 
Score: -22881692.000000 Penalty: 5997.516113
	Iteration 47Q: 3 clusters Score -2.288169e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 174869 members 
Entering Unmasked Estep 
Score: -22881710.000000 Penalty: 5997.516113
	Iteration 48Q: 3 clusters Score -2.288171e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 174935 members 
Entering Unmasked Estep 
Score: -22881744.000000 Penalty: 5997.516113
	Iteration 49Q: 3 clusters Score -2.288174e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 175005 members 
Entering Unmasked Estep 
Score: -22881714.000000 Penalty: 5997.516113
	Iteration 50Q: 3 clusters Score -2.288171e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 175061 members 
Entering Unmasked Estep 
Score: -22881714.000000 Penalty: 5997.516113
	Iteration 51Q: 3 clusters Score -2.288171e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 175118 members 
Entering Unmasked Estep 
Score: -22881732.000000 Penalty: 5997.516113
	Iteration 52Q: 3 clusters Score -2.288173e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 175169 members 
Entering Unmasked Estep 
Score: -22881736.000000 Penalty: 5997.516113
	Iteration 53Q: 3 clusters Score -2.288174e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 175198 members 
Entering Unmasked Estep 
Score: -22881734.000000 Penalty: 5997.516113
	Iteration 54Q: 3 clusters Score -2.288173e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 175227 members 
Entering Unmasked Estep 
Score: -22881772.000000 Penalty: 5997.516113
	Iteration 55Q: 3 clusters Score -2.288177e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 175256 members 
Entering Unmasked Estep 
Score: -22881772.000000 Penalty: 5997.516113
	Iteration 56Q: 3 clusters Score -2.288177e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 175280 members 
Entering Unmasked Estep 
Score: -22881770.000000 Penalty: 5997.516113
	Iteration 57Q: 3 clusters Score -2.288177e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 175291 members 
Entering Unmasked Estep 
Score: -22881776.000000 Penalty: 5997.516113
	Iteration 58Q: 3 clusters Score -2.288178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 175312 members 
Entering Unmasked Estep 
Score: -22881768.000000 Penalty: 5997.516113
	Iteration 59Q: 3 clusters Score -2.288177e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 175332 members 
Entering Unmasked Estep 
Score: -22881762.000000 Penalty: 5997.516113
	Iteration 60F: 3 clusters Score -2.288176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 175342 members 
Entering Unmasked Estep 
Score: -22881770.000000 Penalty: 5997.516113
	Iteration 61Q: 3 clusters Score -2.288177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 175349 members 
Entering Unmasked Estep 
Score: -22881764.000000 Penalty: 5997.516113
	Iteration 62Q: 3 clusters Score -2.288176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 175353 members 
Entering Unmasked Estep 
Score: -22881760.000000 Penalty: 5997.516113
	Iteration 63Q: 3 clusters Score -2.288176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 175353 members 
Entering Unmasked Estep 
Score: -22881758.000000 Penalty: 5997.516113
	Iteration 64Q: 3 clusters Score -2.288176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 175356 members 
Entering Unmasked Estep 
Score: -22881748.000000 Penalty: 5997.516113
	Iteration 65Q: 3 clusters Score -2.288175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 175358 members 
Entering Unmasked Estep 
Score: -22881746.000000 Penalty: 5997.516113
	Iteration 66Q: 3 clusters Score -2.288175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 175365 members 
Entering Unmasked Estep 
Score: -22881760.000000 Penalty: 5997.516113
	Iteration 67Q: 3 clusters Score -2.288176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 175368 members 
Entering Unmasked Estep 
Score: -22881756.000000 Penalty: 5997.516113
	Iteration 68Q: 3 clusters Score -2.288176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 175374 members 
Entering Unmasked Estep 
Score: -22881774.000000 Penalty: 5997.516113
	Iteration 69Q: 3 clusters Score -2.288177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 175380 members 
Entering Unmasked Estep 
Score: -22881768.000000 Penalty: 5997.516113
	Iteration 70Q: 3 clusters Score -2.288177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 175380 members 
Entering Unmasked Estep 
Score: -22881774.000000 Penalty: 5997.516113
	Iteration 71Q: 3 clusters Score -2.288177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 175381 members 
Entering Unmasked Estep 
Score: -22881760.000000 Penalty: 5997.516113
	Iteration 72Q: 3 clusters Score -2.288176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 175383 members 
Entering Unmasked Estep 
Score: -22881774.000000 Penalty: 5997.516113
	Iteration 73Q: 3 clusters Score -2.288177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 175383 members 
Entering Unmasked Estep 
Score: -22881774.000000 Penalty: 5997.516113
	Iteration 74F: 3 clusters Score -2.288177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (51423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Entering Unmasked Estep 
Score: -6621965.500000 Penalty: 2690.264648
	Iteration 0F: 2 clusters Score -6621966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -6587312.000000 Penalty: 5380.529297
	Iteration 0F: 3 clusters Score -6587312 nChanged 23863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -6600513.000000 Penalty: 5380.529297
	Iteration 1F: 3 clusters Score -6600513 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -6601240.500000 Penalty: 5380.529297
	Iteration 2Q: 3 clusters Score -6601240 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -6602100.000000 Penalty: 5380.529297
	Iteration 3Q: 3 clusters Score -6602100 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -6603201.000000 Penalty: 5380.529297
	Iteration 4Q: 3 clusters Score -6603201 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -6604605.500000 Penalty: 5380.529297
	Iteration 5F: 3 clusters Score -6604606 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -6606464.500000 Penalty: 5380.529297
	Iteration 6F: 3 clusters Score -6606464 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -6609040.500000 Penalty: 5380.529297
	Iteration 7F: 3 clusters Score -6609040 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -6612232.000000 Penalty: 5380.529297
	Iteration 8F: 3 clusters Score -6612232 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -6616025.500000 Penalty: 5380.529297
	Iteration 9F: 3 clusters Score -6616026 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -6618922.000000 Penalty: 5380.529297
	Iteration 10Q: 3 clusters Score -6618922 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -6619946.000000 Penalty: 5380.529297
	Iteration 11Q: 3 clusters Score -6619946 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -6620271.500000 Penalty: 5380.529297
	Iteration 12Q: 3 clusters Score -6620272 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -6620389.000000 Penalty: 5380.529297
	Iteration 13Q: 3 clusters Score -6620389 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -6620459.500000 Penalty: 5380.529297
	Iteration 14Q: 3 clusters Score -6620460 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -6620484.500000 Penalty: 5380.529297
	Iteration 15Q: 3 clusters Score -6620484 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -6620517.500000 Penalty: 5380.529297
	Iteration 16Q: 3 clusters Score -6620518 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -6620530.500000 Penalty: 5380.529297
	Iteration 17Q: 3 clusters Score -6620530 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -6620535.000000 Penalty: 5380.529297
	Iteration 18Q: 3 clusters Score -6620535 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -6620531.500000 Penalty: 5380.529297
	Iteration 19Q: 3 clusters Score -6620532 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -6620536.000000 Penalty: 5380.529297
	Iteration 20F: 3 clusters Score -6620536 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -6620547.000000 Penalty: 5380.529297
	Iteration 21Q: 3 clusters Score -6620547 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -6620566.000000 Penalty: 5380.529297
	Iteration 22Q: 3 clusters Score -6620566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -6620567.000000 Penalty: 5380.529297
	Iteration 23Q: 3 clusters Score -6620567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -6620581.500000 Penalty: 5380.529297
	Iteration 24Q: 3 clusters Score -6620582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -6620571.000000 Penalty: 5380.529297
	Iteration 25Q: 3 clusters Score -6620571 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -6620588.000000 Penalty: 5380.529297
	Iteration 26Q: 3 clusters Score -6620588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -6620578.000000 Penalty: 5380.529297
	Iteration 27Q: 3 clusters Score -6620578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -6620586.000000 Penalty: 5380.529297
	Iteration 28Q: 3 clusters Score -6620586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -6620591.500000 Penalty: 5380.529297
	Iteration 29Q: 3 clusters Score -6620592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -6620602.500000 Penalty: 5380.529297
	Iteration 30Q: 3 clusters Score -6620602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -6620600.000000 Penalty: 5380.529297
	Iteration 31Q: 3 clusters Score -6620600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -6620606.000000 Penalty: 5380.529297
	Iteration 32Q: 3 clusters Score -6620606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -6620602.500000 Penalty: 5380.529297
	Iteration 33Q: 3 clusters Score -6620602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -6620604.000000 Penalty: 5380.529297
	Iteration 34Q: 3 clusters Score -6620604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -6620603.000000 Penalty: 5380.529297
	Iteration 35Q: 3 clusters Score -6620603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -6620614.500000 Penalty: 5380.529297
	Iteration 36Q: 3 clusters Score -6620614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -6620609.000000 Penalty: 5380.529297
	Iteration 37Q: 3 clusters Score -6620609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -6620609.000000 Penalty: 5380.529297
	Iteration 38F: 3 clusters Score -6620609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -28315.083984 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -28315.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27105.794922 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -27105.79 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27814.513672 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -27814.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28147.056641 Penalty: 2927.706055
	Iteration 2F: 3 clusters Score -28147.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28411.625000 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -28411.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28536.890625 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -28536.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28564.683594 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -28564.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28578.607422 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -28578.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28593.310547 Penalty: 2927.706055
	Iteration 7Q: 3 clusters Score -28593.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28595.869141 Penalty: 2927.706055
	Iteration 8F: 3 clusters Score -28595.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28607.177734 Penalty: 2927.706055
	Iteration 9Q: 3 clusters Score -28607.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28660.611328 Penalty: 2927.706055
	Iteration 10Q: 3 clusters Score -28660.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28691.964844 Penalty: 2927.706055
	Iteration 11Q: 3 clusters Score -28691.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28691.964844 Penalty: 2927.706055
	Iteration 12F: 3 clusters Score -28691.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74649 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12840 members 
Mstep: Class 5 contains 14405 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 21507 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167385 members 
Mstep: Class 12 contains 19321 members 
Mstep: Class 13 contains 5016 members 
Mstep: Class 14 contains 57073 members 
Mstep: Class 15 contains 14933 members 
Mstep: Class 16 contains 97761 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 19044 members 
Mstep: Class 19 contains 61974 members 
Mstep: Class 20 contains 14636 members 
Mstep: Class 21 contains 48058 members 
Mstep: Class 22 contains 27100 members 
Mstep: Class 23 contains 13035 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5884 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 19113 members 
Mstep: Class 29 contains 144878 members 
Mstep: Class 30 contains 24384 members 
Mstep: Class 31 contains 3936 members 
Mstep: Class 32 contains 178397 members 
Mstep: Class 33 contains 51423 members 
Mstep: Class 34 contains 144 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7916 members 
Mstep: Class 38 contains 17930 members 
Mstep: Class 39 contains 4734 members 
Mstep: Class 40 contains 24208 members 
Mstep: Class 41 contains 3793 members 
Mstep: Class 42 contains 9748 members 
Mstep: Class 43 contains 222 members 
Entering Unmasked Estep 
Score: -150963280.000000 Penalty: 149390.437500
Splitting cluster 34 changes total score from -150963184.000000 to -150963280.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 35 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -81531.460938 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -81531.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -79863.625000 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -79863.62 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -80073.671875 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -80073.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80134.218750 Penalty: 3228.349365
	Iteration 2Q: 3 clusters Score -80134.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -80168.140625 Penalty: 3228.349365
	Iteration 3Q: 3 clusters Score -80168.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -80202.382812 Penalty: 3228.349365
	Iteration 4Q: 3 clusters Score -80202.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80216.281250 Penalty: 3228.349365
	Iteration 5Q: 3 clusters Score -80216.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -80227.187500 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -80227.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80229.734375 Penalty: 3228.349365
	Iteration 7Q: 3 clusters Score -80229.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80234.945312 Penalty: 3228.349365
	Iteration 8Q: 3 clusters Score -80234.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80238.703125 Penalty: 3228.349365
	Iteration 9Q: 3 clusters Score -80238.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80238.703125 Penalty: 3228.349365
	Iteration 10F: 3 clusters Score -80238.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -74852.570312 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -74852.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73179.718750 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -73179.72 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73457.328125 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -73457.33 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -73615.492188 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -73615.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73778.742188 Penalty: 3245.780273
	Iteration 3F: 3 clusters Score -73778.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -73954.289062 Penalty: 3245.780273
	Iteration 4F: 3 clusters Score -73954.29 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74323.789062 Penalty: 3245.780273
	Iteration 5F: 3 clusters Score -74323.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74763.835938 Penalty: 3245.780273
	Iteration 6F: 3 clusters Score -74763.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74925.226562 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -74925.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75086.820312 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -75086.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75130.429688 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -75130.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75155.968750 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -75155.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75155.968750 Penalty: 3245.780273
	Iteration 11F: 3 clusters Score -75155.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74649 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12840 members 
Mstep: Class 5 contains 14405 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 21507 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167385 members 
Mstep: Class 12 contains 19321 members 
Mstep: Class 13 contains 5016 members 
Mstep: Class 14 contains 57073 members 
Mstep: Class 15 contains 14933 members 
Mstep: Class 16 contains 97761 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 19044 members 
Mstep: Class 19 contains 61974 members 
Mstep: Class 20 contains 14636 members 
Mstep: Class 21 contains 48058 members 
Mstep: Class 22 contains 27100 members 
Mstep: Class 23 contains 13035 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5884 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 19113 members 
Mstep: Class 29 contains 144878 members 
Mstep: Class 30 contains 24384 members 
Mstep: Class 31 contains 3936 members 
Mstep: Class 32 contains 178397 members 
Mstep: Class 33 contains 51423 members 
Mstep: Class 34 contains 144 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 326 members 
Mstep: Class 37 contains 7916 members 
Mstep: Class 38 contains 17930 members 
Mstep: Class 39 contains 4734 members 
Mstep: Class 40 contains 24208 members 
Mstep: Class 41 contains 3793 members 
Mstep: Class 42 contains 9748 members 
Mstep: Class 43 contains 222 members 
Mstep: Class 44 contains 369 members 
Entering Unmasked Estep 
Score: -150961680.000000 Penalty: 152864.640625
Splitting cluster 36 changes total score from -150963184.000000 to -150961680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (7916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Entering Unmasked Estep 
Score: -987774.875000 Penalty: 2226.207031
	Iteration 0F: 2 clusters Score -987774.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -981468.625000 Penalty: 4452.414062
	Iteration 0F: 3 clusters Score -981468.6 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -983195.062500 Penalty: 4452.414062
	Iteration 1F: 3 clusters Score -983195.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -983530.250000 Penalty: 4452.414062
	Iteration 2F: 3 clusters Score -983530.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -983814.812500 Penalty: 4452.414062
	Iteration 3F: 3 clusters Score -983814.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -984121.687500 Penalty: 4452.414062
	Iteration 4F: 3 clusters Score -984121.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -984414.312500 Penalty: 4452.414062
	Iteration 5F: 3 clusters Score -984414.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -984691.187500 Penalty: 4452.414062
	Iteration 6F: 3 clusters Score -984691.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -984959.562500 Penalty: 4452.414062
	Iteration 7Q: 3 clusters Score -984959.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -985171.250000 Penalty: 4452.414062
	Iteration 8Q: 3 clusters Score -985171.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -985328.562500 Penalty: 4452.414062
	Iteration 9Q: 3 clusters Score -985328.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -985457.500000 Penalty: 4452.414062
	Iteration 10Q: 3 clusters Score -985457.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -985541.687500 Penalty: 4452.414062
	Iteration 11Q: 3 clusters Score -985541.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -985586.937500 Penalty: 4452.414062
	Iteration 12Q: 3 clusters Score -985586.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -985617.750000 Penalty: 4452.414062
	Iteration 13Q: 3 clusters Score -985617.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -985641.812500 Penalty: 4452.414062
	Iteration 14Q: 3 clusters Score -985641.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -985658.625000 Penalty: 4452.414062
	Iteration 15Q: 3 clusters Score -985658.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -985670.250000 Penalty: 4452.414062
	Iteration 16Q: 3 clusters Score -985670.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -985685.000000 Penalty: 4452.414062
	Iteration 17Q: 3 clusters Score -985685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -985691.937500 Penalty: 4452.414062
	Iteration 18Q: 3 clusters Score -985691.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -985696.437500 Penalty: 4452.414062
	Iteration 19Q: 3 clusters Score -985696.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -985704.937500 Penalty: 4452.414062
	Iteration 20F: 3 clusters Score -985704.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -985710.187500 Penalty: 4452.414062
	Iteration 21Q: 3 clusters Score -985710.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -985717.312500 Penalty: 4452.414062
	Iteration 22Q: 3 clusters Score -985717.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -985723.000000 Penalty: 4452.414062
	Iteration 23Q: 3 clusters Score -985723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -985727.625000 Penalty: 4452.414062
	Iteration 24Q: 3 clusters Score -985727.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -985730.125000 Penalty: 4452.414062
	Iteration 25Q: 3 clusters Score -985730.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -985733.875000 Penalty: 4452.414062
	Iteration 26Q: 3 clusters Score -985733.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -985737.812500 Penalty: 4452.414062
	Iteration 27Q: 3 clusters Score -985737.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -985739.687500 Penalty: 4452.414062
	Iteration 28Q: 3 clusters Score -985739.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -985741.750000 Penalty: 4452.414062
	Iteration 29Q: 3 clusters Score -985741.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -985745.437500 Penalty: 4452.414062
	Iteration 30Q: 3 clusters Score -985745.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -985750.625000 Penalty: 4452.414062
	Iteration 31Q: 3 clusters Score -985750.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -985751.812500 Penalty: 4452.414062
	Iteration 32Q: 3 clusters Score -985751.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -985757.312500 Penalty: 4452.414062
	Iteration 33Q: 3 clusters Score -985757.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -985758.875000 Penalty: 4452.414062
	Iteration 34Q: 3 clusters Score -985758.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -985761.062500 Penalty: 4452.414062
	Iteration 35Q: 3 clusters Score -985761.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -985765.125000 Penalty: 4452.414062
	Iteration 36Q: 3 clusters Score -985765.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -985767.812500 Penalty: 4452.414062
	Iteration 37Q: 3 clusters Score -985767.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -985772.875000 Penalty: 4452.414062
	Iteration 38Q: 3 clusters Score -985772.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -985773.250000 Penalty: 4452.414062
	Iteration 39Q: 3 clusters Score -985773.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -985773.687500 Penalty: 4452.414062
	Iteration 40F: 3 clusters Score -985773.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -985774.625000 Penalty: 4452.414062
	Iteration 41Q: 3 clusters Score -985774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -985779.125000 Penalty: 4452.414062
	Iteration 42Q: 3 clusters Score -985779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -985776.625000 Penalty: 4452.414062
	Iteration 43Q: 3 clusters Score -985776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -985778.187500 Penalty: 4452.414062
	Iteration 44Q: 3 clusters Score -985778.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -985778.437500 Penalty: 4452.414062
	Iteration 45Q: 3 clusters Score -985778.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -985781.187500 Penalty: 4452.414062
	Iteration 46Q: 3 clusters Score -985781.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -985786.000000 Penalty: 4452.414062
	Iteration 47Q: 3 clusters Score -985786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -985788.375000 Penalty: 4452.414062
	Iteration 48Q: 3 clusters Score -985788.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -985792.187500 Penalty: 4452.414062
	Iteration 49Q: 3 clusters Score -985792.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -985791.750000 Penalty: 4452.414062
	Iteration 50Q: 3 clusters Score -985791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -985793.937500 Penalty: 4452.414062
	Iteration 51Q: 3 clusters Score -985793.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -985795.625000 Penalty: 4452.414062
	Iteration 52Q: 3 clusters Score -985795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -985796.125000 Penalty: 4452.414062
	Iteration 53Q: 3 clusters Score -985796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -985795.437500 Penalty: 4452.414062
	Iteration 54Q: 3 clusters Score -985795.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -985795.437500 Penalty: 4452.414062
	Iteration 55F: 3 clusters Score -985795.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Entering Unmasked Estep 
Score: -2316769.750000 Penalty: 2428.969238
	Iteration 0F: 2 clusters Score -2316770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2304068.500000 Penalty: 4857.938477
	Iteration 0F: 3 clusters Score -2304068 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2308465.000000 Penalty: 4857.938477
	Iteration 1F: 3 clusters Score -2308465 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2309165.500000 Penalty: 4857.938477
	Iteration 2F: 3 clusters Score -2309166 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2309884.000000 Penalty: 4857.938477
	Iteration 3F: 3 clusters Score -2309884 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2310533.500000 Penalty: 4857.938477
	Iteration 4F: 3 clusters Score -2310534 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2311250.750000 Penalty: 4857.938477
	Iteration 5F: 3 clusters Score -2311251 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2311993.500000 Penalty: 4857.938477
	Iteration 6F: 3 clusters Score -2311994 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2312655.000000 Penalty: 4857.938477
	Iteration 7F: 3 clusters Score -2312655 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2313152.250000 Penalty: 4857.938477
	Iteration 8F: 3 clusters Score -2313152 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2313615.500000 Penalty: 4857.938477
	Iteration 9Q: 3 clusters Score -2313616 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2314036.750000 Penalty: 4857.938477
	Iteration 10Q: 3 clusters Score -2314037 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2314351.750000 Penalty: 4857.938477
	Iteration 11Q: 3 clusters Score -2314352 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2314619.500000 Penalty: 4857.938477
	Iteration 12Q: 3 clusters Score -2314620 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2314871.250000 Penalty: 4857.938477
	Iteration 13Q: 3 clusters Score -2314871 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2315059.000000 Penalty: 4857.938477
	Iteration 14Q: 3 clusters Score -2315059 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2315248.250000 Penalty: 4857.938477
	Iteration 15Q: 3 clusters Score -2315248 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2315377.750000 Penalty: 4857.938477
	Iteration 16Q: 3 clusters Score -2315378 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2315527.500000 Penalty: 4857.938477
	Iteration 17Q: 3 clusters Score -2315528 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2315638.750000 Penalty: 4857.938477
	Iteration 18Q: 3 clusters Score -2315639 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2315740.000000 Penalty: 4857.938477
	Iteration 19Q: 3 clusters Score -2315740 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2315813.250000 Penalty: 4857.938477
	Iteration 20F: 3 clusters Score -2315813 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2315884.000000 Penalty: 4857.938477
	Iteration 21Q: 3 clusters Score -2315884 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2315939.000000 Penalty: 4857.938477
	Iteration 22Q: 3 clusters Score -2315939 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2315967.750000 Penalty: 4857.938477
	Iteration 23Q: 3 clusters Score -2315968 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2315999.750000 Penalty: 4857.938477
	Iteration 24Q: 3 clusters Score -2316000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2316024.750000 Penalty: 4857.938477
	Iteration 25Q: 3 clusters Score -2316025 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2316051.500000 Penalty: 4857.938477
	Iteration 26Q: 3 clusters Score -2316052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2316072.750000 Penalty: 4857.938477
	Iteration 27Q: 3 clusters Score -2316073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2316086.500000 Penalty: 4857.938477
	Iteration 28Q: 3 clusters Score -2316086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2316099.000000 Penalty: 4857.938477
	Iteration 29Q: 3 clusters Score -2316099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2316108.250000 Penalty: 4857.938477
	Iteration 30Q: 3 clusters Score -2316108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2316116.250000 Penalty: 4857.938477
	Iteration 31Q: 3 clusters Score -2316116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2316131.250000 Penalty: 4857.938477
	Iteration 32Q: 3 clusters Score -2316131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2316136.750000 Penalty: 4857.938477
	Iteration 33Q: 3 clusters Score -2316137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2316145.000000 Penalty: 4857.938477
	Iteration 34Q: 3 clusters Score -2316145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2316146.000000 Penalty: 4857.938477
	Iteration 35Q: 3 clusters Score -2316146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2316150.250000 Penalty: 4857.938477
	Iteration 36Q: 3 clusters Score -2316150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2316151.000000 Penalty: 4857.938477
	Iteration 37Q: 3 clusters Score -2316151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2316151.250000 Penalty: 4857.938477
	Iteration 38Q: 3 clusters Score -2316151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2316153.250000 Penalty: 4857.938477
	Iteration 39Q: 3 clusters Score -2316153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2316153.250000 Penalty: 4857.938477
	Iteration 40F: 3 clusters Score -2316153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Entering Unmasked Estep 
Score: -596516.750000 Penalty: 2098.706299
	Iteration 0F: 2 clusters Score -596516.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -592165.875000 Penalty: 4197.412598
	Iteration 0F: 3 clusters Score -592165.9 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -593245.875000 Penalty: 4197.412598
	Iteration 1F: 3 clusters Score -593245.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -593480.625000 Penalty: 4197.412598
	Iteration 2F: 3 clusters Score -593480.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -593608.750000 Penalty: 4197.412598
	Iteration 3Q: 3 clusters Score -593608.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -593710.625000 Penalty: 4197.412598
	Iteration 4Q: 3 clusters Score -593710.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -593807.875000 Penalty: 4197.412598
	Iteration 5Q: 3 clusters Score -593807.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -593907.562500 Penalty: 4197.412598
	Iteration 6Q: 3 clusters Score -593907.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -594015.062500 Penalty: 4197.412598
	Iteration 7Q: 3 clusters Score -594015.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -594114.250000 Penalty: 4197.412598
	Iteration 8Q: 3 clusters Score -594114.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -594217.875000 Penalty: 4197.412598
	Iteration 9Q: 3 clusters Score -594217.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -594303.750000 Penalty: 4197.412598
	Iteration 10Q: 3 clusters Score -594303.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -594388.687500 Penalty: 4197.412598
	Iteration 11Q: 3 clusters Score -594388.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -594457.750000 Penalty: 4197.412598
	Iteration 12Q: 3 clusters Score -594457.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -594512.125000 Penalty: 4197.412598
	Iteration 13Q: 3 clusters Score -594512.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -594572.812500 Penalty: 4197.412598
	Iteration 14Q: 3 clusters Score -594572.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -594625.750000 Penalty: 4197.412598
	Iteration 15Q: 3 clusters Score -594625.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -594675.562500 Penalty: 4197.412598
	Iteration 16Q: 3 clusters Score -594675.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -594734.687500 Penalty: 4197.412598
	Iteration 17Q: 3 clusters Score -594734.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -594787.187500 Penalty: 4197.412598
	Iteration 18Q: 3 clusters Score -594787.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -594816.500000 Penalty: 4197.412598
	Iteration 19Q: 3 clusters Score -594816.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -594841.437500 Penalty: 4197.412598
	Iteration 20F: 3 clusters Score -594841.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -594864.375000 Penalty: 4197.412598
	Iteration 21Q: 3 clusters Score -594864.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -594891.687500 Penalty: 4197.412598
	Iteration 22Q: 3 clusters Score -594891.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -594914.250000 Penalty: 4197.412598
	Iteration 23Q: 3 clusters Score -594914.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -594938.875000 Penalty: 4197.412598
	Iteration 24Q: 3 clusters Score -594938.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -594964.187500 Penalty: 4197.412598
	Iteration 25Q: 3 clusters Score -594964.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -594984.000000 Penalty: 4197.412598
	Iteration 26Q: 3 clusters Score -594984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -595002.125000 Penalty: 4197.412598
	Iteration 27Q: 3 clusters Score -595002.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -595024.437500 Penalty: 4197.412598
	Iteration 28Q: 3 clusters Score -595024.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -595048.937500 Penalty: 4197.412598
	Iteration 29Q: 3 clusters Score -595048.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -595065.250000 Penalty: 4197.412598
	Iteration 30Q: 3 clusters Score -595065.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -595075.687500 Penalty: 4197.412598
	Iteration 31Q: 3 clusters Score -595075.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -595084.375000 Penalty: 4197.412598
	Iteration 32Q: 3 clusters Score -595084.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -595089.000000 Penalty: 4197.412598
	Iteration 33Q: 3 clusters Score -595089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -595093.375000 Penalty: 4197.412598
	Iteration 34Q: 3 clusters Score -595093.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -595095.687500 Penalty: 4197.412598
	Iteration 35Q: 3 clusters Score -595095.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -595099.812500 Penalty: 4197.412598
	Iteration 36Q: 3 clusters Score -595099.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -595103.375000 Penalty: 4197.412598
	Iteration 37Q: 3 clusters Score -595103.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -595107.312500 Penalty: 4197.412598
	Iteration 38Q: 3 clusters Score -595107.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -595107.812500 Penalty: 4197.412598
	Iteration 39Q: 3 clusters Score -595107.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -595111.250000 Penalty: 4197.412598
	Iteration 40F: 3 clusters Score -595111.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -595113.500000 Penalty: 4197.412598
	Iteration 41Q: 3 clusters Score -595113.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -595115.062500 Penalty: 4197.412598
	Iteration 42Q: 3 clusters Score -595115.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -595116.500000 Penalty: 4197.412598
	Iteration 43Q: 3 clusters Score -595116.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -595119.625000 Penalty: 4197.412598
	Iteration 44Q: 3 clusters Score -595119.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -595121.000000 Penalty: 4197.412598
	Iteration 45Q: 3 clusters Score -595121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -595121.000000 Penalty: 4197.412598
	Iteration 46F: 3 clusters Score -595121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (24208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Entering Unmasked Estep 
Score: -2942424.250000 Penalty: 2503.420654
	Iteration 0F: 2 clusters Score -2942424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2925690.250000 Penalty: 5006.841309
	Iteration 0F: 3 clusters Score -2925690 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2931883.000000 Penalty: 5006.841309
	Iteration 1F: 3 clusters Score -2931883 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2932952.500000 Penalty: 5006.841309
	Iteration 2F: 3 clusters Score -2932952 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2934273.250000 Penalty: 5006.841309
	Iteration 3F: 3 clusters Score -2934273 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2935763.500000 Penalty: 5006.841309
	Iteration 4F: 3 clusters Score -2935764 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2937220.000000 Penalty: 5006.841309
	Iteration 5F: 3 clusters Score -2937220 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2938519.000000 Penalty: 5006.841309
	Iteration 6F: 3 clusters Score -2938519 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2939452.250000 Penalty: 5006.841309
	Iteration 7F: 3 clusters Score -2939452 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2939972.500000 Penalty: 5006.841309
	Iteration 8Q: 3 clusters Score -2939972 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2940211.000000 Penalty: 5006.841309
	Iteration 9Q: 3 clusters Score -2940211 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2940335.500000 Penalty: 5006.841309
	Iteration 10Q: 3 clusters Score -2940336 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2940412.000000 Penalty: 5006.841309
	Iteration 11Q: 3 clusters Score -2940412 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2940453.750000 Penalty: 5006.841309
	Iteration 12Q: 3 clusters Score -2940454 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2940492.000000 Penalty: 5006.841309
	Iteration 13Q: 3 clusters Score -2940492 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2940513.000000 Penalty: 5006.841309
	Iteration 14Q: 3 clusters Score -2940513 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2940527.000000 Penalty: 5006.841309
	Iteration 15Q: 3 clusters Score -2940527 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2940544.250000 Penalty: 5006.841309
	Iteration 16Q: 3 clusters Score -2940544 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2940562.750000 Penalty: 5006.841309
	Iteration 17Q: 3 clusters Score -2940563 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2940572.750000 Penalty: 5006.841309
	Iteration 18Q: 3 clusters Score -2940573 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2940572.750000 Penalty: 5006.841309
	Iteration 19Q: 3 clusters Score -2940573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2940578.500000 Penalty: 5006.841309
	Iteration 20F: 3 clusters Score -2940578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2940580.500000 Penalty: 5006.841309
	Iteration 21Q: 3 clusters Score -2940580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2940598.000000 Penalty: 5006.841309
	Iteration 22Q: 3 clusters Score -2940598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2940596.250000 Penalty: 5006.841309
	Iteration 23Q: 3 clusters Score -2940596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2940599.000000 Penalty: 5006.841309
	Iteration 24Q: 3 clusters Score -2940599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2940594.000000 Penalty: 5006.841309
	Iteration 25Q: 3 clusters Score -2940594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2940598.750000 Penalty: 5006.841309
	Iteration 26Q: 3 clusters Score -2940599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2940607.000000 Penalty: 5006.841309
	Iteration 27Q: 3 clusters Score -2940607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2940606.750000 Penalty: 5006.841309
	Iteration 28Q: 3 clusters Score -2940607 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2940605.000000 Penalty: 5006.841309
	Iteration 29Q: 3 clusters Score -2940605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2940617.750000 Penalty: 5006.841309
	Iteration 30Q: 3 clusters Score -2940618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2940616.500000 Penalty: 5006.841309
	Iteration 31Q: 3 clusters Score -2940616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2940623.750000 Penalty: 5006.841309
	Iteration 32Q: 3 clusters Score -2940624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2940630.000000 Penalty: 5006.841309
	Iteration 33Q: 3 clusters Score -2940630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2940637.750000 Penalty: 5006.841309
	Iteration 34Q: 3 clusters Score -2940638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2940636.500000 Penalty: 5006.841309
	Iteration 35Q: 3 clusters Score -2940636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2940638.250000 Penalty: 5006.841309
	Iteration 36Q: 3 clusters Score -2940638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2940633.750000 Penalty: 5006.841309
	Iteration 37Q: 3 clusters Score -2940634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2940633.750000 Penalty: 5006.841309
	Iteration 38Q: 3 clusters Score -2940634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2940638.000000 Penalty: 5006.841309
	Iteration 39Q: 3 clusters Score -2940638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2940640.000000 Penalty: 5006.841309
	Iteration 40F: 3 clusters Score -2940640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2940636.000000 Penalty: 5006.841309
	Iteration 41Q: 3 clusters Score -2940636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2940641.000000 Penalty: 5006.841309
	Iteration 42Q: 3 clusters Score -2940641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2940643.000000 Penalty: 5006.841309
	Iteration 43Q: 3 clusters Score -2940643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2940646.250000 Penalty: 5006.841309
	Iteration 44Q: 3 clusters Score -2940646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2940645.250000 Penalty: 5006.841309
	Iteration 45Q: 3 clusters Score -2940645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2940650.000000 Penalty: 5006.841309
	Iteration 46Q: 3 clusters Score -2940650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2940650.250000 Penalty: 5006.841309
	Iteration 47Q: 3 clusters Score -2940650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2940650.500000 Penalty: 5006.841309
	Iteration 48Q: 3 clusters Score -2940650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2940648.250000 Penalty: 5006.841309
	Iteration 49Q: 3 clusters Score -2940648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2940655.250000 Penalty: 5006.841309
	Iteration 50Q: 3 clusters Score -2940655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2940653.750000 Penalty: 5006.841309
	Iteration 51Q: 3 clusters Score -2940654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2940652.000000 Penalty: 5006.841309
	Iteration 52Q: 3 clusters Score -2940652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2940647.250000 Penalty: 5006.841309
	Iteration 53Q: 3 clusters Score -2940647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2940647.500000 Penalty: 5006.841309
	Iteration 54Q: 3 clusters Score -2940648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2940647.250000 Penalty: 5006.841309
	Iteration 55Q: 3 clusters Score -2940647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2940647.000000 Penalty: 5006.841309
	Iteration 56Q: 3 clusters Score -2940647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2940644.250000 Penalty: 5006.841309
	Iteration 57Q: 3 clusters Score -2940644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2940643.500000 Penalty: 5006.841309
	Iteration 58Q: 3 clusters Score -2940644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2940648.500000 Penalty: 5006.841309
	Iteration 59Q: 3 clusters Score -2940648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2940645.500000 Penalty: 5006.841309
	Iteration 60F: 3 clusters Score -2940646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2940647.250000 Penalty: 5006.841309
	Iteration 61Q: 3 clusters Score -2940647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2940641.500000 Penalty: 5006.841309
	Iteration 62Q: 3 clusters Score -2940642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2940646.500000 Penalty: 5006.841309
	Iteration 63Q: 3 clusters Score -2940646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2940652.750000 Penalty: 5006.841309
	Iteration 64Q: 3 clusters Score -2940653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2940660.750000 Penalty: 5006.841309
	Iteration 65Q: 3 clusters Score -2940661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2940655.250000 Penalty: 5006.841309
	Iteration 66Q: 3 clusters Score -2940655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2940656.750000 Penalty: 5006.841309
	Iteration 67Q: 3 clusters Score -2940657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2940656.500000 Penalty: 5006.841309
	Iteration 68Q: 3 clusters Score -2940656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2940663.000000 Penalty: 5006.841309
	Iteration 69Q: 3 clusters Score -2940663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2940660.750000 Penalty: 5006.841309
	Iteration 70Q: 3 clusters Score -2940661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2940665.000000 Penalty: 5006.841309
	Iteration 71Q: 3 clusters Score -2940665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2940665.000000 Penalty: 5006.841309
	Iteration 72Q: 3 clusters Score -2940665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2940664.500000 Penalty: 5006.841309
	Iteration 73Q: 3 clusters Score -2940664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2940663.750000 Penalty: 5006.841309
	Iteration 74Q: 3 clusters Score -2940664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2940664.250000 Penalty: 5006.841309
	Iteration 75Q: 3 clusters Score -2940664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2940669.500000 Penalty: 5006.841309
	Iteration 76Q: 3 clusters Score -2940670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2940671.250000 Penalty: 5006.841309
	Iteration 77Q: 3 clusters Score -2940671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2940676.000000 Penalty: 5006.841309
	Iteration 78Q: 3 clusters Score -2940676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2940673.500000 Penalty: 5006.841309
	Iteration 79Q: 3 clusters Score -2940674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2940671.250000 Penalty: 5006.841309
	Iteration 80F: 3 clusters Score -2940671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2940671.750000 Penalty: 5006.841309
	Iteration 81Q: 3 clusters Score -2940672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2940672.750000 Penalty: 5006.841309
	Iteration 82Q: 3 clusters Score -2940673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2940676.750000 Penalty: 5006.841309
	Iteration 83Q: 3 clusters Score -2940677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2940673.250000 Penalty: 5006.841309
	Iteration 84Q: 3 clusters Score -2940673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2940670.750000 Penalty: 5006.841309
	Iteration 85Q: 3 clusters Score -2940671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2940672.500000 Penalty: 5006.841309
	Iteration 86Q: 3 clusters Score -2940672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2940678.750000 Penalty: 5006.841309
	Iteration 87Q: 3 clusters Score -2940679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2940679.250000 Penalty: 5006.841309
	Iteration 88Q: 3 clusters Score -2940679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2940683.250000 Penalty: 5006.841309
	Iteration 89Q: 3 clusters Score -2940683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2940688.000000 Penalty: 5006.841309
	Iteration 90Q: 3 clusters Score -2940688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2940686.750000 Penalty: 5006.841309
	Iteration 91Q: 3 clusters Score -2940687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2940690.000000 Penalty: 5006.841309
	Iteration 92Q: 3 clusters Score -2940690 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2940687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2940686 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2940687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2940688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2940684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2940692.750000 Penalty: 5006.841309
	Iteration 98Q: 3 clusters Score -2940693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2940694.500000 Penalty: 5006.841309
	Iteration 99Q: 3 clusters Score -2940694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2940704.750000 Penalty: 5006.841309
	Iteration 100F: 3 clusters Score -2940705 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2940699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2940698 nChanged 10
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Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2940696 nChanged 16
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Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2940699 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2940696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2940701 nChanged 10
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Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2940702 nChanged 10
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Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2940702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2940704.000000 Penalty: 5006.841309
	Iteration 109Q: 3 clusters Score -2940704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2940696.000000 Penalty: 5006.841309
	Iteration 110Q: 3 clusters Score -2940696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2940700.500000 Penalty: 5006.841309
	Iteration 111Q: 3 clusters Score -2940700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2940706.000000 Penalty: 5006.841309
	Iteration 112Q: 3 clusters Score -2940706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2940707.000000 Penalty: 5006.841309
	Iteration 113Q: 3 clusters Score -2940707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2940696.750000 Penalty: 5006.841309
	Iteration 114Q: 3 clusters Score -2940697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2940701.750000 Penalty: 5006.841309
	Iteration 115Q: 3 clusters Score -2940702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2940700.250000 Penalty: 5006.841309
	Iteration 116Q: 3 clusters Score -2940700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2940704.500000 Penalty: 5006.841309
	Iteration 117Q: 3 clusters Score -2940704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2940703.750000 Penalty: 5006.841309
	Iteration 118Q: 3 clusters Score -2940704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2940699.000000 Penalty: 5006.841309
	Iteration 119Q: 3 clusters Score -2940699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2940701.000000 Penalty: 5006.841309
	Iteration 120F: 3 clusters Score -2940701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2940700.250000 Penalty: 5006.841309
	Iteration 121Q: 3 clusters Score -2940700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2940702.000000 Penalty: 5006.841309
	Iteration 122Q: 3 clusters Score -2940702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2940699.250000 Penalty: 5006.841309
	Iteration 123Q: 3 clusters Score -2940699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2940704.500000 Penalty: 5006.841309
	Iteration 124Q: 3 clusters Score -2940704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2940700.250000 Penalty: 5006.841309
	Iteration 125Q: 3 clusters Score -2940700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2940705.250000 Penalty: 5006.841309
	Iteration 126Q: 3 clusters Score -2940705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2940700.500000 Penalty: 5006.841309
	Iteration 127Q: 3 clusters Score -2940700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2940697.500000 Penalty: 5006.841309
	Iteration 128Q: 3 clusters Score -2940698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2940696.500000 Penalty: 5006.841309
	Iteration 129Q: 3 clusters Score -2940696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2940702.750000 Penalty: 5006.841309
	Iteration 130Q: 3 clusters Score -2940703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2940704.000000 Penalty: 5006.841309
	Iteration 131Q: 3 clusters Score -2940704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2940704.000000 Penalty: 5006.841309
	Iteration 132Q: 3 clusters Score -2940704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2940704.000000 Penalty: 5006.841309
	Iteration 133Q: 3 clusters Score -2940704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2940697.750000 Penalty: 5006.841309
	Iteration 134Q: 3 clusters Score -2940698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2940697.750000 Penalty: 5006.841309
	Iteration 135F: 3 clusters Score -2940698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Entering Unmasked Estep 
Score: -436972.281250 Penalty: 2043.746338
	Iteration 0F: 2 clusters Score -436972.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -433240.593750 Penalty: 4087.492676
	Iteration 0F: 3 clusters Score -433240.6 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -434191.343750 Penalty: 4087.492676
	Iteration 1F: 3 clusters Score -434191.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -434505.156250 Penalty: 4087.492676
	Iteration 2F: 3 clusters Score -434505.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -434759.093750 Penalty: 4087.492676
	Iteration 3F: 3 clusters Score -434759.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -435017.593750 Penalty: 4087.492676
	Iteration 4F: 3 clusters Score -435017.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -435263.468750 Penalty: 4087.492676
	Iteration 5F: 3 clusters Score -435263.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -435510.062500 Penalty: 4087.492676
	Iteration 6Q: 3 clusters Score -435510.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -435776.406250 Penalty: 4087.492676
	Iteration 7Q: 3 clusters Score -435776.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -435971.812500 Penalty: 4087.492676
	Iteration 8Q: 3 clusters Score -435971.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -436093.500000 Penalty: 4087.492676
	Iteration 9Q: 3 clusters Score -436093.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -436146.500000 Penalty: 4087.492676
	Iteration 10Q: 3 clusters Score -436146.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -436178.593750 Penalty: 4087.492676
	Iteration 11Q: 3 clusters Score -436178.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -436200.812500 Penalty: 4087.492676
	Iteration 12Q: 3 clusters Score -436200.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -436214.562500 Penalty: 4087.492676
	Iteration 13Q: 3 clusters Score -436214.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -436224.562500 Penalty: 4087.492676
	Iteration 14Q: 3 clusters Score -436224.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -436227.750000 Penalty: 4087.492676
	Iteration 15Q: 3 clusters Score -436227.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -436228.562500 Penalty: 4087.492676
	Iteration 16Q: 3 clusters Score -436228.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -436230.281250 Penalty: 4087.492676
	Iteration 17Q: 3 clusters Score -436230.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -436231.656250 Penalty: 4087.492676
	Iteration 18Q: 3 clusters Score -436231.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -436231.687500 Penalty: 4087.492676
	Iteration 19Q: 3 clusters Score -436231.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -436233.000000 Penalty: 4087.492676
	Iteration 20F: 3 clusters Score -436233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -436235.187500 Penalty: 4087.492676
	Iteration 21Q: 3 clusters Score -436235.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -436236.781250 Penalty: 4087.492676
	Iteration 22Q: 3 clusters Score -436236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -436239.312500 Penalty: 4087.492676
	Iteration 23Q: 3 clusters Score -436239.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -436240.187500 Penalty: 4087.492676
	Iteration 24Q: 3 clusters Score -436240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -436240.625000 Penalty: 4087.492676
	Iteration 25Q: 3 clusters Score -436240.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -436240.906250 Penalty: 4087.492676
	Iteration 26Q: 3 clusters Score -436240.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -436241.062500 Penalty: 4087.492676
	Iteration 27Q: 3 clusters Score -436241.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -436241.062500 Penalty: 4087.492676
	Iteration 28F: 3 clusters Score -436241.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74649 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12840 members 
Mstep: Class 5 contains 14405 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 21507 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167385 members 
Mstep: Class 12 contains 19321 members 
Mstep: Class 13 contains 5016 members 
Mstep: Class 14 contains 57073 members 
Mstep: Class 15 contains 14933 members 
Mstep: Class 16 contains 97761 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 19044 members 
Mstep: Class 19 contains 61974 members 
Mstep: Class 20 contains 14636 members 
Mstep: Class 21 contains 48058 members 
Mstep: Class 22 contains 27100 members 
Mstep: Class 23 contains 13035 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5884 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 19113 members 
Mstep: Class 29 contains 144878 members 
Mstep: Class 30 contains 24384 members 
Mstep: Class 31 contains 3936 members 
Mstep: Class 32 contains 178397 members 
Mstep: Class 33 contains 51423 members 
Mstep: Class 34 contains 144 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 695 members 
Mstep: Class 37 contains 7916 members 
Mstep: Class 38 contains 17930 members 
Mstep: Class 39 contains 4734 members 
Mstep: Class 40 contains 24208 members 
Mstep: Class 41 contains 3793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150966160.000000 Penalty: 149390.437500
Iteration 119Q: 44 clusters Score -1.509662e+08 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 74659 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12840 members 
Mstep: Class 5 contains 14404 members 
Mstep: Class 6 contains 3966 members 
Mstep: Class 7 contains 21511 members 
Mstep: Class 8 contains 8204 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167394 members 
Mstep: Class 12 contains 19323 members 
Mstep: Class 13 contains 5016 members 
Mstep: Class 14 contains 57120 members 
Mstep: Class 15 contains 14934 members 
Mstep: Class 16 contains 97754 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 19062 members 
Mstep: Class 19 contains 61975 members 
Mstep: Class 20 contains 14509 members 
Mstep: Class 21 contains 48041 members 
Mstep: Class 22 contains 27096 members 
Mstep: Class 23 contains 13035 members 
Mstep: Class 24 contains 10743 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5886 members 
Mstep: Class 27 contains 1023 members 
Mstep: Class 28 contains 19132 members 
Mstep: Class 29 contains 144905 members 
Mstep: Class 30 contains 24464 members 
Mstep: Class 31 contains 3936 members 
Mstep: Class 32 contains 179025 members 
Mstep: Class 33 contains 51480 members 
Mstep: Class 34 contains 149 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7919 members 
Mstep: Class 38 contains 17932 members 
Mstep: Class 39 contains 4736 members 
Mstep: Class 40 contains 24208 members 
Mstep: Class 41 contains 3798 members 
Mstep: Class 42 contains 8982 members 
Mstep: Class 43 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150967776.000000 Penalty: 149390.437500
Iteration 120F: 44 clusters Score -1.509678e+08 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 74634 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12844 members 
Mstep: Class 5 contains 14402 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 21509 members 
Mstep: Class 8 contains 8207 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 12740 members 
Mstep: Class 11 contains 167393 members 
Mstep: Class 12 contains 19325 members 
Mstep: Class 13 contains 5016 members 
Mstep: Class 14 contains 57117 members 
Mstep: Class 15 contains 14934 members 
Mstep: Class 16 contains 97749 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 19083 members 
Mstep: Class 19 contains 61979 members 
Mstep: Class 20 contains 14407 members 
Mstep: Class 21 contains 48023 members 
Mstep: Class 22 contains 27081 members 
Mstep: Class 23 contains 13037 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5886 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 19122 members 
Mstep: Class 29 contains 144892 members 
Mstep: Class 30 contains 24497 members 
Mstep: Class 31 contains 3937 members 
Mstep: Class 32 contains 179092 members 
Mstep: Class 33 contains 51524 members 
Mstep: Class 34 contains 164 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7919 members 
Mstep: Class 38 contains 17934 members 
Mstep: Class 39 contains 4738 members 
Mstep: Class 40 contains 24209 members 
Mstep: Class 41 contains 3799 members 
Mstep: Class 42 contains 9001 members 
Mstep: Class 43 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968496.000000 Penalty: 149390.437500
Iteration 121Q: 44 clusters Score -1.509685e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74614 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 12853 members 
Mstep: Class 5 contains 14399 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 21512 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 12740 members 
Mstep: Class 11 contains 167381 members 
Mstep: Class 12 contains 19327 members 
Mstep: Class 13 contains 5017 members 
Mstep: Class 14 contains 57116 members 
Mstep: Class 15 contains 14932 members 
Mstep: Class 16 contains 97749 members 
Mstep: Class 17 contains 869 members 
Mstep: Class 18 contains 19095 members 
Mstep: Class 19 contains 61987 members 
Mstep: Class 20 contains 14384 members 
Mstep: Class 21 contains 48014 members 
Mstep: Class 22 contains 27060 members 
Mstep: Class 23 contains 13038 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5890 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 19117 members 
Mstep: Class 29 contains 144892 members 
Mstep: Class 30 contains 24525 members 
Mstep: Class 31 contains 3938 members 
Mstep: Class 32 contains 179123 members 
Mstep: Class 33 contains 51552 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 697 members 
Mstep: Class 37 contains 7921 members 
Mstep: Class 38 contains 17937 members 
Mstep: Class 39 contains 4739 members 
Mstep: Class 40 contains 24210 members 
Mstep: Class 41 contains 3801 members 
Mstep: Class 42 contains 8968 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968384.000000 Penalty: 149390.437500
Iteration 122Q: 44 clusters Score -1.509684e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74595 members 
Mstep: Class 3 contains 2328 members 
Mstep: Class 4 contains 12856 members 
Mstep: Class 5 contains 14400 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 21516 members 
Mstep: Class 8 contains 8198 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167376 members 
Mstep: Class 12 contains 19327 members 
Mstep: Class 13 contains 5018 members 
Mstep: Class 14 contains 57128 members 
Mstep: Class 15 contains 14935 members 
Mstep: Class 16 contains 97749 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19105 members 
Mstep: Class 19 contains 61990 members 
Mstep: Class 20 contains 14376 members 
Mstep: Class 21 contains 48010 members 
Mstep: Class 22 contains 27039 members 
Mstep: Class 23 contains 13038 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5892 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 19110 members 
Mstep: Class 29 contains 144869 members 
Mstep: Class 30 contains 24535 members 
Mstep: Class 31 contains 3937 members 
Mstep: Class 32 contains 179161 members 
Mstep: Class 33 contains 51571 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 666 members 
Mstep: Class 36 contains 697 members 
Mstep: Class 37 contains 7923 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4740 members 
Mstep: Class 40 contains 24210 members 
Mstep: Class 41 contains 3803 members 
Mstep: Class 42 contains 8954 members 
Mstep: Class 43 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968560.000000 Penalty: 149390.437500
Iteration 123Q: 44 clusters Score -1.509686e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74591 members 
Mstep: Class 3 contains 2326 members 
Mstep: Class 4 contains 12855 members 
Mstep: Class 5 contains 14402 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 21514 members 
Mstep: Class 8 contains 8199 members 
Mstep: Class 9 contains 2687 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167365 members 
Mstep: Class 12 contains 19327 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 57136 members 
Mstep: Class 15 contains 14930 members 
Mstep: Class 16 contains 97746 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19114 members 
Mstep: Class 19 contains 61989 members 
Mstep: Class 20 contains 14372 members 
Mstep: Class 21 contains 47998 members 
Mstep: Class 22 contains 27011 members 
Mstep: Class 23 contains 13039 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5896 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 19118 members 
Mstep: Class 29 contains 144853 members 
Mstep: Class 30 contains 24533 members 
Mstep: Class 31 contains 3937 members 
Mstep: Class 32 contains 179198 members 
Mstep: Class 33 contains 51599 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7925 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4742 members 
Mstep: Class 40 contains 24209 members 
Mstep: Class 41 contains 3806 members 
Mstep: Class 42 contains 8940 members 
Mstep: Class 43 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968864.000000 Penalty: 149390.437500
Iteration 124Q: 44 clusters Score -1.509689e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74584 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 12859 members 
Mstep: Class 5 contains 14402 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 21513 members 
Mstep: Class 8 contains 8200 members 
Mstep: Class 9 contains 2687 members 
Mstep: Class 10 contains 12741 members 
Mstep: Class 11 contains 167359 members 
Mstep: Class 12 contains 19323 members 
Mstep: Class 13 contains 5024 members 
Mstep: Class 14 contains 57145 members 
Mstep: Class 15 contains 14928 members 
Mstep: Class 16 contains 97745 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19125 members 
Mstep: Class 19 contains 61993 members 
Mstep: Class 20 contains 14380 members 
Mstep: Class 21 contains 47995 members 
Mstep: Class 22 contains 26990 members 
Mstep: Class 23 contains 13039 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5898 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 19126 members 
Mstep: Class 29 contains 144825 members 
Mstep: Class 30 contains 24534 members 
Mstep: Class 31 contains 3937 members 
Mstep: Class 32 contains 179214 members 
Mstep: Class 33 contains 51614 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 661 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7926 members 
Mstep: Class 38 contains 17942 members 
Mstep: Class 39 contains 4746 members 
Mstep: Class 40 contains 24207 members 
Mstep: Class 41 contains 3808 members 
Mstep: Class 42 contains 8923 members 
Mstep: Class 43 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968880.000000 Penalty: 149390.437500
Iteration 125Q: 44 clusters Score -1.509689e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74577 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 12865 members 
Mstep: Class 5 contains 14407 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 21509 members 
Mstep: Class 8 contains 8197 members 
Mstep: Class 9 contains 2687 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167362 members 
Mstep: Class 12 contains 19319 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 57150 members 
Mstep: Class 15 contains 14931 members 
Mstep: Class 16 contains 97739 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19135 members 
Mstep: Class 19 contains 61996 members 
Mstep: Class 20 contains 14390 members 
Mstep: Class 21 contains 47990 members 
Mstep: Class 22 contains 26985 members 
Mstep: Class 23 contains 13041 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5899 members 
Mstep: Class 27 contains 1021 members 
Mstep: Class 28 contains 19126 members 
Mstep: Class 29 contains 144805 members 
Mstep: Class 30 contains 24532 members 
Mstep: Class 31 contains 3937 members 
Mstep: Class 32 contains 179203 members 
Mstep: Class 33 contains 51632 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 659 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7928 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4749 members 
Mstep: Class 40 contains 24210 members 
Mstep: Class 41 contains 3809 members 
Mstep: Class 42 contains 8918 members 
Mstep: Class 43 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968864.000000 Penalty: 149390.437500
Iteration 126Q: 44 clusters Score -1.509689e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74578 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 12873 members 
Mstep: Class 5 contains 14408 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 21510 members 
Mstep: Class 8 contains 8190 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12744 members 
Mstep: Class 11 contains 167365 members 
Mstep: Class 12 contains 19316 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 57157 members 
Mstep: Class 15 contains 14932 members 
Mstep: Class 16 contains 97738 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19154 members 
Mstep: Class 19 contains 61998 members 
Mstep: Class 20 contains 14393 members 
Mstep: Class 21 contains 47981 members 
Mstep: Class 22 contains 26971 members 
Mstep: Class 23 contains 13042 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5902 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19124 members 
Mstep: Class 29 contains 144783 members 
Mstep: Class 30 contains 24524 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179219 members 
Mstep: Class 33 contains 51636 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 657 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7931 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4750 members 
Mstep: Class 40 contains 24212 members 
Mstep: Class 41 contains 3815 members 
Mstep: Class 42 contains 8912 members 
Mstep: Class 43 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968912.000000 Penalty: 149390.437500
Iteration 127Q: 44 clusters Score -1.509689e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74577 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 12882 members 
Mstep: Class 5 contains 14410 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 21511 members 
Mstep: Class 8 contains 8187 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12745 members 
Mstep: Class 11 contains 167362 members 
Mstep: Class 12 contains 19317 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 57160 members 
Mstep: Class 15 contains 14934 members 
Mstep: Class 16 contains 97736 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19171 members 
Mstep: Class 19 contains 62005 members 
Mstep: Class 20 contains 14395 members 
Mstep: Class 21 contains 47973 members 
Mstep: Class 22 contains 26961 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5900 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19120 members 
Mstep: Class 29 contains 144760 members 
Mstep: Class 30 contains 24523 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179221 members 
Mstep: Class 33 contains 51650 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 656 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7934 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4750 members 
Mstep: Class 40 contains 24213 members 
Mstep: Class 41 contains 3816 members 
Mstep: Class 42 contains 8906 members 
Mstep: Class 43 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150969072.000000 Penalty: 149390.437500
Iteration 128Q: 44 clusters Score -1.509691e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74573 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 12884 members 
Mstep: Class 5 contains 14409 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 21511 members 
Mstep: Class 8 contains 8183 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12746 members 
Mstep: Class 11 contains 167357 members 
Mstep: Class 12 contains 19318 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 57167 members 
Mstep: Class 15 contains 14934 members 
Mstep: Class 16 contains 97736 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19182 members 
Mstep: Class 19 contains 62009 members 
Mstep: Class 20 contains 14403 members 
Mstep: Class 21 contains 47968 members 
Mstep: Class 22 contains 26953 members 
Mstep: Class 23 contains 13047 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5903 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19121 members 
Mstep: Class 29 contains 144738 members 
Mstep: Class 30 contains 24524 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179222 members 
Mstep: Class 33 contains 51659 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 655 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7937 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4750 members 
Mstep: Class 40 contains 24213 members 
Mstep: Class 41 contains 3816 members 
Mstep: Class 42 contains 8902 members 
Mstep: Class 43 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968832.000000 Penalty: 149390.437500
Iteration 129Q: 44 clusters Score -1.509688e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74573 members 
Mstep: Class 3 contains 2312 members 
Mstep: Class 4 contains 12886 members 
Mstep: Class 5 contains 14410 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 21512 members 
Mstep: Class 8 contains 8183 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12744 members 
Mstep: Class 11 contains 167360 members 
Mstep: Class 12 contains 19319 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 57177 members 
Mstep: Class 15 contains 14934 members 
Mstep: Class 16 contains 97736 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19188 members 
Mstep: Class 19 contains 62010 members 
Mstep: Class 20 contains 14402 members 
Mstep: Class 21 contains 47961 members 
Mstep: Class 22 contains 26950 members 
Mstep: Class 23 contains 13047 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5904 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19120 members 
Mstep: Class 29 contains 144727 members 
Mstep: Class 30 contains 24515 members 
Mstep: Class 31 contains 3926 members 
Mstep: Class 32 contains 179224 members 
Mstep: Class 33 contains 51670 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 655 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7942 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4751 members 
Mstep: Class 40 contains 24214 members 
Mstep: Class 41 contains 3816 members 
Mstep: Class 42 contains 8897 members 
Mstep: Class 43 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968672.000000 Penalty: 149390.437500
Iteration 130Q: 44 clusters Score -1.509687e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74570 members 
Mstep: Class 3 contains 2307 members 
Mstep: Class 4 contains 12888 members 
Mstep: Class 5 contains 14411 members 
Mstep: Class 6 contains 3962 members 
Mstep: Class 7 contains 21513 members 
Mstep: Class 8 contains 8186 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12744 members 
Mstep: Class 11 contains 167368 members 
Mstep: Class 12 contains 19320 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 57182 members 
Mstep: Class 15 contains 14936 members 
Mstep: Class 16 contains 97736 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19199 members 
Mstep: Class 19 contains 62013 members 
Mstep: Class 20 contains 14403 members 
Mstep: Class 21 contains 47959 members 
Mstep: Class 22 contains 26951 members 
Mstep: Class 23 contains 13047 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5903 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19118 members 
Mstep: Class 29 contains 144707 members 
Mstep: Class 30 contains 24509 members 
Mstep: Class 31 contains 3927 members 
Mstep: Class 32 contains 179225 members 
Mstep: Class 33 contains 51670 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 655 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7944 members 
Mstep: Class 38 contains 17942 members 
Mstep: Class 39 contains 4751 members 
Mstep: Class 40 contains 24215 members 
Mstep: Class 41 contains 3817 members 
Mstep: Class 42 contains 8892 members 
Mstep: Class 43 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968800.000000 Penalty: 149390.437500
Iteration 131Q: 44 clusters Score -1.509688e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74570 members 
Mstep: Class 3 contains 2301 members 
Mstep: Class 4 contains 12891 members 
Mstep: Class 5 contains 14413 members 
Mstep: Class 6 contains 3962 members 
Mstep: Class 7 contains 21513 members 
Mstep: Class 8 contains 8186 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12745 members 
Mstep: Class 11 contains 167369 members 
Mstep: Class 12 contains 19322 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 57190 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97736 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19210 members 
Mstep: Class 19 contains 62017 members 
Mstep: Class 20 contains 14401 members 
Mstep: Class 21 contains 47949 members 
Mstep: Class 22 contains 26953 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5902 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19117 members 
Mstep: Class 29 contains 144680 members 
Mstep: Class 30 contains 24507 members 
Mstep: Class 31 contains 3926 members 
Mstep: Class 32 contains 179230 members 
Mstep: Class 33 contains 51672 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 655 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7946 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24216 members 
Mstep: Class 41 contains 3817 members 
Mstep: Class 42 contains 8887 members 
Mstep: Class 43 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968816.000000 Penalty: 149390.437500
Iteration 132Q: 44 clusters Score -1.509688e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74568 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 12897 members 
Mstep: Class 5 contains 14413 members 
Mstep: Class 6 contains 3962 members 
Mstep: Class 7 contains 21512 members 
Mstep: Class 8 contains 8186 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167371 members 
Mstep: Class 12 contains 19324 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 57191 members 
Mstep: Class 15 contains 14941 members 
Mstep: Class 16 contains 97736 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19223 members 
Mstep: Class 19 contains 62024 members 
Mstep: Class 20 contains 14400 members 
Mstep: Class 21 contains 47947 members 
Mstep: Class 22 contains 26951 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10753 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5904 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19118 members 
Mstep: Class 29 contains 144652 members 
Mstep: Class 30 contains 24510 members 
Mstep: Class 31 contains 3925 members 
Mstep: Class 32 contains 179235 members 
Mstep: Class 33 contains 51671 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7948 members 
Mstep: Class 38 contains 17943 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24216 members 
Mstep: Class 41 contains 3816 members 
Mstep: Class 42 contains 8884 members 
Mstep: Class 43 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968752.000000 Penalty: 149390.437500
Iteration 133Q: 44 clusters Score -1.509688e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74566 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12905 members 
Mstep: Class 5 contains 14412 members 
Mstep: Class 6 contains 3962 members 
Mstep: Class 7 contains 21514 members 
Mstep: Class 8 contains 8185 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167370 members 
Mstep: Class 12 contains 19324 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 57185 members 
Mstep: Class 15 contains 14942 members 
Mstep: Class 16 contains 97736 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19239 members 
Mstep: Class 19 contains 62029 members 
Mstep: Class 20 contains 14396 members 
Mstep: Class 21 contains 47944 members 
Mstep: Class 22 contains 26947 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5905 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19126 members 
Mstep: Class 29 contains 144631 members 
Mstep: Class 30 contains 24505 members 
Mstep: Class 31 contains 3924 members 
Mstep: Class 32 contains 179241 members 
Mstep: Class 33 contains 51674 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7950 members 
Mstep: Class 38 contains 17943 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24217 members 
Mstep: Class 41 contains 3816 members 
Mstep: Class 42 contains 8880 members 
Mstep: Class 43 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968688.000000 Penalty: 149390.437500
Iteration 134Q: 44 clusters Score -1.509687e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74563 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12911 members 
Mstep: Class 5 contains 14411 members 
Mstep: Class 6 contains 3962 members 
Mstep: Class 7 contains 21514 members 
Mstep: Class 8 contains 8181 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12746 members 
Mstep: Class 11 contains 167372 members 
Mstep: Class 12 contains 19326 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 57181 members 
Mstep: Class 15 contains 14942 members 
Mstep: Class 16 contains 97736 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19255 members 
Mstep: Class 19 contains 62032 members 
Mstep: Class 20 contains 14391 members 
Mstep: Class 21 contains 47940 members 
Mstep: Class 22 contains 26947 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5906 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19130 members 
Mstep: Class 29 contains 144613 members 
Mstep: Class 30 contains 24499 members 
Mstep: Class 31 contains 3925 members 
Mstep: Class 32 contains 179244 members 
Mstep: Class 33 contains 51677 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7952 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24217 members 
Mstep: Class 41 contains 3818 members 
Mstep: Class 42 contains 8876 members 
Mstep: Class 43 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968704.000000 Penalty: 149390.437500
Iteration 135Q: 44 clusters Score -1.509687e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74563 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12916 members 
Mstep: Class 5 contains 14411 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 21516 members 
Mstep: Class 8 contains 8182 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 167371 members 
Mstep: Class 12 contains 19325 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 57173 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97736 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19264 members 
Mstep: Class 19 contains 62039 members 
Mstep: Class 20 contains 14390 members 
Mstep: Class 21 contains 47933 members 
Mstep: Class 22 contains 26947 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10755 members 
Mstep: Class 25 contains 2637 members 
Mstep: Class 26 contains 5908 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19133 members 
Mstep: Class 29 contains 144600 members 
Mstep: Class 30 contains 24489 members 
Mstep: Class 31 contains 3925 members 
Mstep: Class 32 contains 179251 members 
Mstep: Class 33 contains 51683 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7952 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24218 members 
Mstep: Class 41 contains 3819 members 
Mstep: Class 42 contains 8873 members 
Mstep: Class 43 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968544.000000 Penalty: 149390.437500
Iteration 136Q: 44 clusters Score -1.509685e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74560 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12924 members 
Mstep: Class 5 contains 14409 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 21516 members 
Mstep: Class 8 contains 8184 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12747 members 
Mstep: Class 11 contains 167376 members 
Mstep: Class 12 contains 19326 members 
Mstep: Class 13 contains 5027 members 
Mstep: Class 14 contains 57171 members 
Mstep: Class 15 contains 14938 members 
Mstep: Class 16 contains 97736 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19271 members 
Mstep: Class 19 contains 62046 members 
Mstep: Class 20 contains 14388 members 
Mstep: Class 21 contains 47928 members 
Mstep: Class 22 contains 26946 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10756 members 
Mstep: Class 25 contains 2637 members 
Mstep: Class 26 contains 5909 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19135 members 
Mstep: Class 29 contains 144585 members 
Mstep: Class 30 contains 24484 members 
Mstep: Class 31 contains 3925 members 
Mstep: Class 32 contains 179250 members 
Mstep: Class 33 contains 51686 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7954 members 
Mstep: Class 38 contains 17942 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24219 members 
Mstep: Class 41 contains 3819 members 
Mstep: Class 42 contains 8872 members 
Mstep: Class 43 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968528.000000 Penalty: 149390.437500
Iteration 137Q: 44 clusters Score -1.509685e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74558 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12925 members 
Mstep: Class 5 contains 14407 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 21516 members 
Mstep: Class 8 contains 8186 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12746 members 
Mstep: Class 11 contains 167377 members 
Mstep: Class 12 contains 19326 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 57160 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97736 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19283 members 
Mstep: Class 19 contains 62055 members 
Mstep: Class 20 contains 14388 members 
Mstep: Class 21 contains 47927 members 
Mstep: Class 22 contains 26943 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10757 members 
Mstep: Class 25 contains 2637 members 
Mstep: Class 26 contains 5910 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19132 members 
Mstep: Class 29 contains 144570 members 
Mstep: Class 30 contains 24486 members 
Mstep: Class 31 contains 3925 members 
Mstep: Class 32 contains 179253 members 
Mstep: Class 33 contains 51694 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7954 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24218 members 
Mstep: Class 41 contains 3819 members 
Mstep: Class 42 contains 8871 members 
Mstep: Class 43 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968560.000000 Penalty: 149390.437500
Iteration 138Q: 44 clusters Score -1.509686e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74554 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12924 members 
Mstep: Class 5 contains 14408 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 21518 members 
Mstep: Class 8 contains 8188 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12744 members 
Mstep: Class 11 contains 167378 members 
Mstep: Class 12 contains 19328 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 57156 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97736 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19292 members 
Mstep: Class 19 contains 62059 members 
Mstep: Class 20 contains 14387 members 
Mstep: Class 21 contains 47927 members 
Mstep: Class 22 contains 26939 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10758 members 
Mstep: Class 25 contains 2637 members 
Mstep: Class 26 contains 5912 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19131 members 
Mstep: Class 29 contains 144555 members 
Mstep: Class 30 contains 24485 members 
Mstep: Class 31 contains 3926 members 
Mstep: Class 32 contains 179255 members 
Mstep: Class 33 contains 51699 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7955 members 
Mstep: Class 38 contains 17936 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24218 members 
Mstep: Class 41 contains 3819 members 
Mstep: Class 42 contains 8871 members 
Mstep: Class 43 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968496.000000 Penalty: 149390.437500
Iteration 139Q: 44 clusters Score -1.509685e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74555 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12931 members 
Mstep: Class 5 contains 14406 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 21519 members 
Mstep: Class 8 contains 8186 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167376 members 
Mstep: Class 12 contains 19328 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57154 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97736 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19304 members 
Mstep: Class 19 contains 62065 members 
Mstep: Class 20 contains 14387 members 
Mstep: Class 21 contains 47926 members 
Mstep: Class 22 contains 26939 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10757 members 
Mstep: Class 25 contains 2637 members 
Mstep: Class 26 contains 5914 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19131 members 
Mstep: Class 29 contains 144535 members 
Mstep: Class 30 contains 24481 members 
Mstep: Class 31 contains 3927 members 
Mstep: Class 32 contains 179252 members 
Mstep: Class 33 contains 51701 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7956 members 
Mstep: Class 38 contains 17937 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24218 members 
Mstep: Class 41 contains 3820 members 
Mstep: Class 42 contains 8871 members 
Mstep: Class 43 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968496.000000 Penalty: 149390.437500
Iteration 140F: 44 clusters Score -1.509685e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74552 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12933 members 
Mstep: Class 5 contains 14405 members 
Mstep: Class 6 contains 3962 members 
Mstep: Class 7 contains 21521 members 
Mstep: Class 8 contains 8187 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12741 members 
Mstep: Class 11 contains 167377 members 
Mstep: Class 12 contains 19330 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 57151 members 
Mstep: Class 15 contains 14941 members 
Mstep: Class 16 contains 97736 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19315 members 
Mstep: Class 19 contains 62069 members 
Mstep: Class 20 contains 14386 members 
Mstep: Class 21 contains 47925 members 
Mstep: Class 22 contains 26939 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10756 members 
Mstep: Class 25 contains 2637 members 
Mstep: Class 26 contains 5915 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19131 members 
Mstep: Class 29 contains 144518 members 
Mstep: Class 30 contains 24481 members 
Mstep: Class 31 contains 3927 members 
Mstep: Class 32 contains 179250 members 
Mstep: Class 33 contains 51703 members 
Mstep: Class 34 contains 170 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7956 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24218 members 
Mstep: Class 41 contains 3821 members 
Mstep: Class 42 contains 8871 members 
Mstep: Class 43 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968704.000000 Penalty: 149390.437500
Iteration 141Q: 44 clusters Score -1.509687e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74551 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12932 members 
Mstep: Class 5 contains 14404 members 
Mstep: Class 6 contains 3963 members 
Mstep: Class 7 contains 21521 members 
Mstep: Class 8 contains 8187 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12741 members 
Mstep: Class 11 contains 167377 members 
Mstep: Class 12 contains 19332 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 57156 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97736 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19334 members 
Mstep: Class 19 contains 62071 members 
Mstep: Class 20 contains 14384 members 
Mstep: Class 21 contains 47924 members 
Mstep: Class 22 contains 26939 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10754 members 
Mstep: Class 25 contains 2637 members 
Mstep: Class 26 contains 5916 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19131 members 
Mstep: Class 29 contains 144489 members 
Mstep: Class 30 contains 24482 members 
Mstep: Class 31 contains 3927 members 
Mstep: Class 32 contains 179251 members 
Mstep: Class 33 contains 51707 members 
Mstep: Class 34 contains 172 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7956 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24218 members 
Mstep: Class 41 contains 3822 members 
Mstep: Class 42 contains 8870 members 
Mstep: Class 43 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968704.000000 Penalty: 149390.437500
Iteration 142Q: 44 clusters Score -1.509687e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74551 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12934 members 
Mstep: Class 5 contains 14402 members 
Mstep: Class 6 contains 3963 members 
Mstep: Class 7 contains 21522 members 
Mstep: Class 8 contains 8186 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12741 members 
Mstep: Class 11 contains 167375 members 
Mstep: Class 12 contains 19332 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 57169 members 
Mstep: Class 15 contains 14937 members 
Mstep: Class 16 contains 97736 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19358 members 
Mstep: Class 19 contains 62073 members 
Mstep: Class 20 contains 14383 members 
Mstep: Class 21 contains 47923 members 
Mstep: Class 22 contains 26937 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5916 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19131 members 
Mstep: Class 29 contains 144461 members 
Mstep: Class 30 contains 24479 members 
Mstep: Class 31 contains 3927 members 
Mstep: Class 32 contains 179255 members 
Mstep: Class 33 contains 51706 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7956 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24218 members 
Mstep: Class 41 contains 3822 members 
Mstep: Class 42 contains 8870 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968720.000000 Penalty: 149390.437500
Iteration 143Q: 44 clusters Score -1.509687e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74550 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12939 members 
Mstep: Class 5 contains 14400 members 
Mstep: Class 6 contains 3964 members 
Mstep: Class 7 contains 21521 members 
Mstep: Class 8 contains 8185 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12741 members 
Mstep: Class 11 contains 167371 members 
Mstep: Class 12 contains 19333 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57173 members 
Mstep: Class 15 contains 14934 members 
Mstep: Class 16 contains 97735 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19382 members 
Mstep: Class 19 contains 62077 members 
Mstep: Class 20 contains 14381 members 
Mstep: Class 21 contains 47922 members 
Mstep: Class 22 contains 26936 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10753 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5918 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19131 members 
Mstep: Class 29 contains 144434 members 
Mstep: Class 30 contains 24477 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179255 members 
Mstep: Class 33 contains 51709 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7957 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24219 members 
Mstep: Class 41 contains 3822 members 
Mstep: Class 42 contains 8869 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968912.000000 Penalty: 149390.437500
Iteration 144Q: 44 clusters Score -1.509689e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74550 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12941 members 
Mstep: Class 5 contains 14400 members 
Mstep: Class 6 contains 3966 members 
Mstep: Class 7 contains 21522 members 
Mstep: Class 8 contains 8184 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167366 members 
Mstep: Class 12 contains 19333 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57171 members 
Mstep: Class 15 contains 14935 members 
Mstep: Class 16 contains 97735 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19401 members 
Mstep: Class 19 contains 62081 members 
Mstep: Class 20 contains 14380 members 
Mstep: Class 21 contains 47923 members 
Mstep: Class 22 contains 26936 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10754 members 
Mstep: Class 25 contains 2637 members 
Mstep: Class 26 contains 5919 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19131 members 
Mstep: Class 29 contains 144416 members 
Mstep: Class 30 contains 24474 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179250 members 
Mstep: Class 33 contains 51712 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7957 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24219 members 
Mstep: Class 41 contains 3822 members 
Mstep: Class 42 contains 8867 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968944.000000 Penalty: 149390.437500
Iteration 145Q: 44 clusters Score -1.509689e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74549 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12940 members 
Mstep: Class 5 contains 14400 members 
Mstep: Class 6 contains 3968 members 
Mstep: Class 7 contains 21523 members 
Mstep: Class 8 contains 8184 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12741 members 
Mstep: Class 11 contains 167368 members 
Mstep: Class 12 contains 19333 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57170 members 
Mstep: Class 15 contains 14936 members 
Mstep: Class 16 contains 97735 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19414 members 
Mstep: Class 19 contains 62087 members 
Mstep: Class 20 contains 14380 members 
Mstep: Class 21 contains 47922 members 
Mstep: Class 22 contains 26935 members 
Mstep: Class 23 contains 13050 members 
Mstep: Class 24 contains 10755 members 
Mstep: Class 25 contains 2636 members 
Mstep: Class 26 contains 5919 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19131 members 
Mstep: Class 29 contains 144395 members 
Mstep: Class 30 contains 24471 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179252 members 
Mstep: Class 33 contains 51715 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7957 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24220 members 
Mstep: Class 41 contains 3822 members 
Mstep: Class 42 contains 8864 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968960.000000 Penalty: 149390.437500
Iteration 146Q: 44 clusters Score -1.50969e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74547 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12942 members 
Mstep: Class 5 contains 14400 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 8183 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167370 members 
Mstep: Class 12 contains 19333 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57169 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97734 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19426 members 
Mstep: Class 19 contains 62089 members 
Mstep: Class 20 contains 14377 members 
Mstep: Class 21 contains 47920 members 
Mstep: Class 22 contains 26931 members 
Mstep: Class 23 contains 13050 members 
Mstep: Class 24 contains 10753 members 
Mstep: Class 25 contains 2637 members 
Mstep: Class 26 contains 5919 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19131 members 
Mstep: Class 29 contains 144377 members 
Mstep: Class 30 contains 24469 members 
Mstep: Class 31 contains 3932 members 
Mstep: Class 32 contains 179253 members 
Mstep: Class 33 contains 51719 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7958 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24218 members 
Mstep: Class 41 contains 3822 members 
Mstep: Class 42 contains 8863 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968976.000000 Penalty: 149390.437500
Iteration 147Q: 44 clusters Score -1.50969e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74545 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12945 members 
Mstep: Class 5 contains 14399 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 21524 members 
Mstep: Class 8 contains 8186 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167372 members 
Mstep: Class 12 contains 19333 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57161 members 
Mstep: Class 15 contains 14938 members 
Mstep: Class 16 contains 97733 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19433 members 
Mstep: Class 19 contains 62094 members 
Mstep: Class 20 contains 14377 members 
Mstep: Class 21 contains 47918 members 
Mstep: Class 22 contains 26929 members 
Mstep: Class 23 contains 13050 members 
Mstep: Class 24 contains 10754 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5919 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19131 members 
Mstep: Class 29 contains 144366 members 
Mstep: Class 30 contains 24471 members 
Mstep: Class 31 contains 3932 members 
Mstep: Class 32 contains 179255 members 
Mstep: Class 33 contains 51721 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7959 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24219 members 
Mstep: Class 41 contains 3822 members 
Mstep: Class 42 contains 8862 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968992.000000 Penalty: 149390.437500
Iteration 148Q: 44 clusters Score -1.50969e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74544 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12946 members 
Mstep: Class 5 contains 14399 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 8186 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167371 members 
Mstep: Class 12 contains 19334 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57161 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97731 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19439 members 
Mstep: Class 19 contains 62098 members 
Mstep: Class 20 contains 14376 members 
Mstep: Class 21 contains 47915 members 
Mstep: Class 22 contains 26927 members 
Mstep: Class 23 contains 13050 members 
Mstep: Class 24 contains 10755 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5919 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19130 members 
Mstep: Class 29 contains 144362 members 
Mstep: Class 30 contains 24471 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179259 members 
Mstep: Class 33 contains 51719 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7959 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24219 members 
Mstep: Class 41 contains 3822 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150969088.000000 Penalty: 149390.437500
Iteration 149Q: 44 clusters Score -1.509691e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74543 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12950 members 
Mstep: Class 5 contains 14399 members 
Mstep: Class 6 contains 3975 members 
Mstep: Class 7 contains 21526 members 
Mstep: Class 8 contains 8186 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167372 members 
Mstep: Class 12 contains 19334 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57158 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97731 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19448 members 
Mstep: Class 19 contains 62100 members 
Mstep: Class 20 contains 14376 members 
Mstep: Class 21 contains 47913 members 
Mstep: Class 22 contains 26926 members 
Mstep: Class 23 contains 13050 members 
Mstep: Class 24 contains 10759 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5921 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19130 members 
Mstep: Class 29 contains 144353 members 
Mstep: Class 30 contains 24459 members 
Mstep: Class 31 contains 3927 members 
Mstep: Class 32 contains 179260 members 
Mstep: Class 33 contains 51722 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7960 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24219 members 
Mstep: Class 41 contains 3822 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150969008.000000 Penalty: 149390.437500
Iteration 150Q: 44 clusters Score -1.50969e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74543 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12951 members 
Mstep: Class 5 contains 14399 members 
Mstep: Class 6 contains 3976 members 
Mstep: Class 7 contains 21528 members 
Mstep: Class 8 contains 8186 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167370 members 
Mstep: Class 12 contains 19335 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57155 members 
Mstep: Class 15 contains 14944 members 
Mstep: Class 16 contains 97731 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19463 members 
Mstep: Class 19 contains 62106 members 
Mstep: Class 20 contains 14376 members 
Mstep: Class 21 contains 47913 members 
Mstep: Class 22 contains 26925 members 
Mstep: Class 23 contains 13050 members 
Mstep: Class 24 contains 10763 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19130 members 
Mstep: Class 29 contains 144339 members 
Mstep: Class 30 contains 24443 members 
Mstep: Class 31 contains 3926 members 
Mstep: Class 32 contains 179256 members 
Mstep: Class 33 contains 51728 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7960 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24219 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968960.000000 Penalty: 149390.437500
Iteration 151Q: 44 clusters Score -1.50969e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74541 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12953 members 
Mstep: Class 5 contains 14399 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 21528 members 
Mstep: Class 8 contains 8187 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167370 members 
Mstep: Class 12 contains 19336 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57158 members 
Mstep: Class 15 contains 14944 members 
Mstep: Class 16 contains 97731 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19470 members 
Mstep: Class 19 contains 62112 members 
Mstep: Class 20 contains 14376 members 
Mstep: Class 21 contains 47912 members 
Mstep: Class 22 contains 26923 members 
Mstep: Class 23 contains 13050 members 
Mstep: Class 24 contains 10764 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19129 members 
Mstep: Class 29 contains 144326 members 
Mstep: Class 30 contains 24434 members 
Mstep: Class 31 contains 3926 members 
Mstep: Class 32 contains 179257 members 
Mstep: Class 33 contains 51734 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7961 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24218 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968976.000000 Penalty: 149390.437500
Iteration 152Q: 44 clusters Score -1.50969e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74541 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12956 members 
Mstep: Class 5 contains 14399 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 21529 members 
Mstep: Class 8 contains 8189 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167374 members 
Mstep: Class 12 contains 19336 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57163 members 
Mstep: Class 15 contains 14944 members 
Mstep: Class 16 contains 97731 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19479 members 
Mstep: Class 19 contains 62117 members 
Mstep: Class 20 contains 14376 members 
Mstep: Class 21 contains 47912 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13050 members 
Mstep: Class 24 contains 10763 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19129 members 
Mstep: Class 29 contains 144314 members 
Mstep: Class 30 contains 24420 members 
Mstep: Class 31 contains 3926 members 
Mstep: Class 32 contains 179256 members 
Mstep: Class 33 contains 51734 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7961 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24218 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150969056.000000 Penalty: 149390.437500
Iteration 153Q: 44 clusters Score -1.509691e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74539 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12957 members 
Mstep: Class 5 contains 14400 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 21531 members 
Mstep: Class 8 contains 8190 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12744 members 
Mstep: Class 11 contains 167378 members 
Mstep: Class 12 contains 19336 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57168 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 97731 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19489 members 
Mstep: Class 19 contains 62124 members 
Mstep: Class 20 contains 14375 members 
Mstep: Class 21 contains 47909 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13050 members 
Mstep: Class 24 contains 10760 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5921 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19129 members 
Mstep: Class 29 contains 144293 members 
Mstep: Class 30 contains 24410 members 
Mstep: Class 31 contains 3926 members 
Mstep: Class 32 contains 179257 members 
Mstep: Class 33 contains 51738 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7961 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24219 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150969072.000000 Penalty: 149390.437500
Iteration 154Q: 44 clusters Score -1.509691e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74539 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12956 members 
Mstep: Class 5 contains 14399 members 
Mstep: Class 6 contains 3976 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8190 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12744 members 
Mstep: Class 11 contains 167382 members 
Mstep: Class 12 contains 19337 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57176 members 
Mstep: Class 15 contains 14946 members 
Mstep: Class 16 contains 97731 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19497 members 
Mstep: Class 19 contains 62127 members 
Mstep: Class 20 contains 14373 members 
Mstep: Class 21 contains 47905 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13050 members 
Mstep: Class 24 contains 10761 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5921 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19128 members 
Mstep: Class 29 contains 144283 members 
Mstep: Class 30 contains 24399 members 
Mstep: Class 31 contains 3927 members 
Mstep: Class 32 contains 179256 members 
Mstep: Class 33 contains 51741 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7961 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24219 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968944.000000 Penalty: 149390.437500
Iteration 155Q: 44 clusters Score -1.509689e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74539 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12958 members 
Mstep: Class 5 contains 14396 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 8192 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12744 members 
Mstep: Class 11 contains 167385 members 
Mstep: Class 12 contains 19339 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57179 members 
Mstep: Class 15 contains 14946 members 
Mstep: Class 16 contains 97731 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19505 members 
Mstep: Class 19 contains 62128 members 
Mstep: Class 20 contains 14371 members 
Mstep: Class 21 contains 47902 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13050 members 
Mstep: Class 24 contains 10760 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19125 members 
Mstep: Class 29 contains 144272 members 
Mstep: Class 30 contains 24394 members 
Mstep: Class 31 contains 3927 members 
Mstep: Class 32 contains 179260 members 
Mstep: Class 33 contains 51744 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7961 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24220 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150969072.000000 Penalty: 149390.437500
Iteration 156Q: 44 clusters Score -1.509691e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74540 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12961 members 
Mstep: Class 5 contains 14396 members 
Mstep: Class 6 contains 3971 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 8194 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12747 members 
Mstep: Class 11 contains 167384 members 
Mstep: Class 12 contains 19341 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57181 members 
Mstep: Class 15 contains 14946 members 
Mstep: Class 16 contains 97731 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19514 members 
Mstep: Class 19 contains 62130 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47897 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13050 members 
Mstep: Class 24 contains 10762 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5919 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19122 members 
Mstep: Class 29 contains 144258 members 
Mstep: Class 30 contains 24391 members 
Mstep: Class 31 contains 3927 members 
Mstep: Class 32 contains 179261 members 
Mstep: Class 33 contains 51748 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7961 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24221 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968992.000000 Penalty: 149390.437500
Iteration 157Q: 44 clusters Score -1.50969e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74539 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12961 members 
Mstep: Class 5 contains 14394 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 8195 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167386 members 
Mstep: Class 12 contains 19343 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57182 members 
Mstep: Class 15 contains 14946 members 
Mstep: Class 16 contains 97731 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19517 members 
Mstep: Class 19 contains 62128 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47890 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13050 members 
Mstep: Class 24 contains 10761 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5919 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19121 members 
Mstep: Class 29 contains 144255 members 
Mstep: Class 30 contains 24385 members 
Mstep: Class 31 contains 3927 members 
Mstep: Class 32 contains 179257 members 
Mstep: Class 33 contains 51758 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7962 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24221 members 
Mstep: Class 41 contains 3825 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968960.000000 Penalty: 149390.437500
Iteration 158Q: 44 clusters Score -1.50969e+08 nChanged 77
Entering ConstructFrom: 
Score: -150968960.000000 Penalty: 149390.437500
Entering ConstructFrom: 
Trying to split cluster 1 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -126184.351562 Penalty: 1759.370239
	Iteration 0F: 2 clusters Score -126184.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -124322.039062 Penalty: 3518.740479
	Iteration 0F: 3 clusters Score -124322 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -125257.664062 Penalty: 3518.740479
	Iteration 1F: 3 clusters Score -125257.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -125617.406250 Penalty: 3518.740479
	Iteration 2F: 3 clusters Score -125617.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -125893.859375 Penalty: 3518.740479
	Iteration 3F: 3 clusters Score -125893.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -126173.679688 Penalty: 3518.740479
	Iteration 4F: 3 clusters Score -126173.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -126510.843750 Penalty: 3518.740479
	Iteration 5F: 3 clusters Score -126510.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -127305.156250 Penalty: 3518.740479
	Iteration 6F: 3 clusters Score -127305.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -127552.859375 Penalty: 3518.740479
	Iteration 7Q: 3 clusters Score -127552.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -127613.195312 Penalty: 3518.740479
	Iteration 8Q: 3 clusters Score -127613.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -127641.453125 Penalty: 3518.740479
	Iteration 9Q: 3 clusters Score -127641.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -127662.625000 Penalty: 3518.740479
	Iteration 10Q: 3 clusters Score -127662.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -127673.070312 Penalty: 3518.740479
	Iteration 11Q: 3 clusters Score -127673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -127675.406250 Penalty: 3518.740479
	Iteration 12Q: 3 clusters Score -127675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -127679.406250 Penalty: 3518.740479
	Iteration 13Q: 3 clusters Score -127679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -127681.078125 Penalty: 3518.740479
	Iteration 14Q: 3 clusters Score -127681.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -127682.296875 Penalty: 3518.740479
	Iteration 15F: 3 clusters Score -127682.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -127687.296875 Penalty: 3518.740479
	Iteration 16Q: 3 clusters Score -127687.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -127689.023438 Penalty: 3518.740479
	Iteration 17Q: 3 clusters Score -127689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -127689.023438 Penalty: 3518.740479
	Iteration 18F: 3 clusters Score -127689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 74540 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12959 members 
Mstep: Class 5 contains 14390 members 
Mstep: Class 6 contains 3976 members 
Mstep: Class 7 contains 21535 members 
Mstep: Class 8 contains 8198 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12751 members 
Mstep: Class 11 contains 167391 members 
Mstep: Class 12 contains 19345 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57176 members 
Mstep: Class 15 contains 14947 members 
Mstep: Class 16 contains 97731 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19522 members 
Mstep: Class 19 contains 62128 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47886 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10761 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19121 members 
Mstep: Class 29 contains 144244 members 
Mstep: Class 30 contains 24382 members 
Mstep: Class 31 contains 3927 members 
Mstep: Class 32 contains 179252 members 
Mstep: Class 33 contains 51770 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7963 members 
Mstep: Class 38 contains 17942 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24221 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 253 members 
Mstep: Class 44 contains 831 members 
Entering Unmasked Estep 
Score: -150968912.000000 Penalty: 152864.640625
Splitting cluster 1 changes total score from -150968960.000000 to -150968912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (74540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Entering Unmasked Estep 
Score: -9563685.000000 Penalty: 2782.334717
	Iteration 0F: 2 clusters Score -9563685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -9513844.000000 Penalty: 5564.669434
	Iteration 0F: 3 clusters Score -9513844 nChanged 35006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -9533023.000000 Penalty: 5564.669434
	Iteration 1F: 3 clusters Score -9533023 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -9533513.000000 Penalty: 5564.669434
	Iteration 2Q: 3 clusters Score -9533513 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -9533970.000000 Penalty: 5564.669434
	Iteration 3Q: 3 clusters Score -9533970 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -9534360.000000 Penalty: 5564.669434
	Iteration 4Q: 3 clusters Score -9534360 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -9534761.000000 Penalty: 5564.669434
	Iteration 5Q: 3 clusters Score -9534761 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -9535174.000000 Penalty: 5564.669434
	Iteration 6Q: 3 clusters Score -9535174 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -9535587.000000 Penalty: 5564.669434
	Iteration 7Q: 3 clusters Score -9535587 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -9536137.000000 Penalty: 5564.669434
	Iteration 8Q: 3 clusters Score -9536137 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -9536701.000000 Penalty: 5564.669434
	Iteration 9Q: 3 clusters Score -9536701 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -9537578.000000 Penalty: 5564.669434
	Iteration 10Q: 3 clusters Score -9537578 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -9539036.000000 Penalty: 5564.669434
	Iteration 11Q: 3 clusters Score -9539036 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -9541471.000000 Penalty: 5564.669434
	Iteration 12F: 3 clusters Score -9541471 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -9545315.000000 Penalty: 5564.669434
	Iteration 13F: 3 clusters Score -9545315 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 61634 members 
Entering Unmasked Estep 
Score: -9550257.000000 Penalty: 5564.669434
	Iteration 14F: 3 clusters Score -9550257 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -9554787.000000 Penalty: 5564.669434
	Iteration 15F: 3 clusters Score -9554787 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 70255 members 
Entering Unmasked Estep 
Score: -9557969.000000 Penalty: 5564.669434
	Iteration 16Q: 3 clusters Score -9557969 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 72223 members 
Entering Unmasked Estep 
Score: -9559684.000000 Penalty: 5564.669434
	Iteration 17Q: 3 clusters Score -9559684 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
Score: -9560437.000000 Penalty: 5564.669434
	Iteration 18Q: 3 clusters Score -9560437 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 73639 members 
Entering Unmasked Estep 
Score: -9560807.000000 Penalty: 5564.669434
	Iteration 19Q: 3 clusters Score -9560807 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 73847 members 
Entering Unmasked Estep 
Score: -9561016.000000 Penalty: 5564.669434
	Iteration 20F: 3 clusters Score -9561016 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -9561143.000000 Penalty: 5564.669434
	Iteration 21Q: 3 clusters Score -9561143 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 74031 members 
Entering Unmasked Estep 
Score: -9561224.000000 Penalty: 5564.669434
	Iteration 22Q: 3 clusters Score -9561224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -9561253.000000 Penalty: 5564.669434
	Iteration 23Q: 3 clusters Score -9561253 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -9561294.000000 Penalty: 5564.669434
	Iteration 24Q: 3 clusters Score -9561294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -9561306.000000 Penalty: 5564.669434
	Iteration 25Q: 3 clusters Score -9561306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 74113 members 
Entering Unmasked Estep 
Score: -9561318.000000 Penalty: 5564.669434
	Iteration 26Q: 3 clusters Score -9561318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 74121 members 
Entering Unmasked Estep 
Score: -9561324.000000 Penalty: 5564.669434
	Iteration 27Q: 3 clusters Score -9561324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 74126 members 
Entering Unmasked Estep 
Score: -9561334.000000 Penalty: 5564.669434
	Iteration 28Q: 3 clusters Score -9561334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 74135 members 
Entering Unmasked Estep 
Score: -9561335.000000 Penalty: 5564.669434
	Iteration 29Q: 3 clusters Score -9561335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 74137 members 
Entering Unmasked Estep 
Score: -9561333.000000 Penalty: 5564.669434
	Iteration 30Q: 3 clusters Score -9561333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 74138 members 
Entering Unmasked Estep 
Score: -9561339.000000 Penalty: 5564.669434
	Iteration 31Q: 3 clusters Score -9561339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 74136 members 
Entering Unmasked Estep 
Score: -9561337.000000 Penalty: 5564.669434
	Iteration 32Q: 3 clusters Score -9561337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 74137 members 
Entering Unmasked Estep 
Score: -9561338.000000 Penalty: 5564.669434
	Iteration 33Q: 3 clusters Score -9561338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 74137 members 
Entering Unmasked Estep 
Score: -9561338.000000 Penalty: 5564.669434
	Iteration 34F: 3 clusters Score -9561338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -282502.656250 Penalty: 1919.684814
	Iteration 0F: 2 clusters Score -282502.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -279712.281250 Penalty: 3839.369629
	Iteration 0F: 3 clusters Score -279712.3 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -280339.750000 Penalty: 3839.369629
	Iteration 1F: 3 clusters Score -280339.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -280526.781250 Penalty: 3839.369629
	Iteration 2F: 3 clusters Score -280526.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -280620.750000 Penalty: 3839.369629
	Iteration 3Q: 3 clusters Score -280620.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -280691.562500 Penalty: 3839.369629
	Iteration 4Q: 3 clusters Score -280691.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -280727.375000 Penalty: 3839.369629
	Iteration 5Q: 3 clusters Score -280727.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -280748.062500 Penalty: 3839.369629
	Iteration 6Q: 3 clusters Score -280748.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -280762.031250 Penalty: 3839.369629
	Iteration 7Q: 3 clusters Score -280762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -280772.937500 Penalty: 3839.369629
	Iteration 8Q: 3 clusters Score -280772.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -280775.406250 Penalty: 3839.369629
	Iteration 9Q: 3 clusters Score -280775.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -280778.000000 Penalty: 3839.369629
	Iteration 10Q: 3 clusters Score -280778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -280780.593750 Penalty: 3839.369629
	Iteration 11Q: 3 clusters Score -280780.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -280781.875000 Penalty: 3839.369629
	Iteration 12Q: 3 clusters Score -280781.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -280782.375000 Penalty: 3839.369629
	Iteration 13Q: 3 clusters Score -280782.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -280783.093750 Penalty: 3839.369629
	Iteration 14Q: 3 clusters Score -280783.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -280785.125000 Penalty: 3839.369629
	Iteration 15Q: 3 clusters Score -280785.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -280787.812500 Penalty: 3839.369629
	Iteration 16Q: 3 clusters Score -280787.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -280791.687500 Penalty: 3839.369629
	Iteration 17Q: 3 clusters Score -280791.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -280794.500000 Penalty: 3839.369629
	Iteration 18Q: 3 clusters Score -280794.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -280796.906250 Penalty: 3839.369629
	Iteration 19Q: 3 clusters Score -280796.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -280797.468750 Penalty: 3839.369629
	Iteration 20F: 3 clusters Score -280797.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -280799.812500 Penalty: 3839.369629
	Iteration 21Q: 3 clusters Score -280799.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -280801.343750 Penalty: 3839.369629
	Iteration 22Q: 3 clusters Score -280801.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -280802.343750 Penalty: 3839.369629
	Iteration 23Q: 3 clusters Score -280802.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -280802.343750 Penalty: 3839.369629
	Iteration 24F: 3 clusters Score -280802.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Entering Unmasked Estep 
Score: -1567120.000000 Penalty: 2348.447266
	Iteration 0F: 2 clusters Score -1567120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1557454.125000 Penalty: 4696.894531
	Iteration 0F: 3 clusters Score -1557454 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1560456.875000 Penalty: 4696.894531
	Iteration 1F: 3 clusters Score -1560457 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1560825.000000 Penalty: 4696.894531
	Iteration 2F: 3 clusters Score -1560825 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1561123.875000 Penalty: 4696.894531
	Iteration 3Q: 3 clusters Score -1561124 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1561404.875000 Penalty: 4696.894531
	Iteration 4Q: 3 clusters Score -1561405 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1561666.500000 Penalty: 4696.894531
	Iteration 5Q: 3 clusters Score -1561666 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1561930.500000 Penalty: 4696.894531
	Iteration 6Q: 3 clusters Score -1561930 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1562200.125000 Penalty: 4696.894531
	Iteration 7Q: 3 clusters Score -1562200 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1562457.750000 Penalty: 4696.894531
	Iteration 8Q: 3 clusters Score -1562458 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1562740.625000 Penalty: 4696.894531
	Iteration 9Q: 3 clusters Score -1562741 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1563072.375000 Penalty: 4696.894531
	Iteration 10Q: 3 clusters Score -1563072 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1563370.625000 Penalty: 4696.894531
	Iteration 11Q: 3 clusters Score -1563371 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1563653.750000 Penalty: 4696.894531
	Iteration 12Q: 3 clusters Score -1563654 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1563896.375000 Penalty: 4696.894531
	Iteration 13Q: 3 clusters Score -1563896 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1564083.375000 Penalty: 4696.894531
	Iteration 14Q: 3 clusters Score -1564083 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1564219.750000 Penalty: 4696.894531
	Iteration 15Q: 3 clusters Score -1564220 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1564379.250000 Penalty: 4696.894531
	Iteration 16Q: 3 clusters Score -1564379 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1564514.375000 Penalty: 4696.894531
	Iteration 17Q: 3 clusters Score -1564514 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1564633.000000 Penalty: 4696.894531
	Iteration 18Q: 3 clusters Score -1564633 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1564721.500000 Penalty: 4696.894531
	Iteration 19Q: 3 clusters Score -1564722 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1564788.625000 Penalty: 4696.894531
	Iteration 20F: 3 clusters Score -1564789 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1564846.625000 Penalty: 4696.894531
	Iteration 21Q: 3 clusters Score -1564847 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1564893.625000 Penalty: 4696.894531
	Iteration 22Q: 3 clusters Score -1564894 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1564945.875000 Penalty: 4696.894531
	Iteration 23Q: 3 clusters Score -1564946 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1564977.875000 Penalty: 4696.894531
	Iteration 24Q: 3 clusters Score -1564978 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1565006.000000 Penalty: 4696.894531
	Iteration 25Q: 3 clusters Score -1565006 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1565022.500000 Penalty: 4696.894531
	Iteration 26Q: 3 clusters Score -1565022 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1565035.000000 Penalty: 4696.894531
	Iteration 27Q: 3 clusters Score -1565035 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1565052.000000 Penalty: 4696.894531
	Iteration 28Q: 3 clusters Score -1565052 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1565069.250000 Penalty: 4696.894531
	Iteration 29Q: 3 clusters Score -1565069 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1565081.375000 Penalty: 4696.894531
	Iteration 30Q: 3 clusters Score -1565081 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1565090.250000 Penalty: 4696.894531
	Iteration 31Q: 3 clusters Score -1565090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1565102.750000 Penalty: 4696.894531
	Iteration 32Q: 3 clusters Score -1565103 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1565105.500000 Penalty: 4696.894531
	Iteration 33Q: 3 clusters Score -1565106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1565115.500000 Penalty: 4696.894531
	Iteration 34Q: 3 clusters Score -1565116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1565122.125000 Penalty: 4696.894531
	Iteration 35Q: 3 clusters Score -1565122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1565128.500000 Penalty: 4696.894531
	Iteration 36Q: 3 clusters Score -1565128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1565136.750000 Penalty: 4696.894531
	Iteration 37Q: 3 clusters Score -1565137 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1565145.625000 Penalty: 4696.894531
	Iteration 38Q: 3 clusters Score -1565146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1565154.625000 Penalty: 4696.894531
	Iteration 39Q: 3 clusters Score -1565155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1565154.250000 Penalty: 4696.894531
	Iteration 40F: 3 clusters Score -1565154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1565159.250000 Penalty: 4696.894531
	Iteration 41Q: 3 clusters Score -1565159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1565161.125000 Penalty: 4696.894531
	Iteration 42Q: 3 clusters Score -1565161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1565160.250000 Penalty: 4696.894531
	Iteration 43Q: 3 clusters Score -1565160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1565165.000000 Penalty: 4696.894531
	Iteration 44Q: 3 clusters Score -1565165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1565167.625000 Penalty: 4696.894531
	Iteration 45Q: 3 clusters Score -1565168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1565165.625000 Penalty: 4696.894531
	Iteration 46Q: 3 clusters Score -1565166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1565172.750000 Penalty: 4696.894531
	Iteration 47Q: 3 clusters Score -1565173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1565174.125000 Penalty: 4696.894531
	Iteration 48Q: 3 clusters Score -1565174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1565174.125000 Penalty: 4696.894531
	Iteration 49Q: 3 clusters Score -1565174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1565173.250000 Penalty: 4696.894531
	Iteration 50Q: 3 clusters Score -1565173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1565172.125000 Penalty: 4696.894531
	Iteration 51Q: 3 clusters Score -1565172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1565176.750000 Penalty: 4696.894531
	Iteration 52Q: 3 clusters Score -1565177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1565178.125000 Penalty: 4696.894531
	Iteration 53Q: 3 clusters Score -1565178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1565177.125000 Penalty: 4696.894531
	Iteration 54Q: 3 clusters Score -1565177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1565176.125000 Penalty: 4696.894531
	Iteration 55Q: 3 clusters Score -1565176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1565179.250000 Penalty: 4696.894531
	Iteration 56Q: 3 clusters Score -1565179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1565180.625000 Penalty: 4696.894531
	Iteration 57Q: 3 clusters Score -1565181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1565179.500000 Penalty: 4696.894531
	Iteration 58Q: 3 clusters Score -1565180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1565182.625000 Penalty: 4696.894531
	Iteration 59Q: 3 clusters Score -1565183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1565184.250000 Penalty: 4696.894531
	Iteration 60F: 3 clusters Score -1565184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1565190.250000 Penalty: 4696.894531
	Iteration 61Q: 3 clusters Score -1565190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1565199.375000 Penalty: 4696.894531
	Iteration 62Q: 3 clusters Score -1565199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1565208.000000 Penalty: 4696.894531
	Iteration 63Q: 3 clusters Score -1565208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1565228.125000 Penalty: 4696.894531
	Iteration 64Q: 3 clusters Score -1565228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1565245.125000 Penalty: 4696.894531
	Iteration 65Q: 3 clusters Score -1565245 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1565263.250000 Penalty: 4696.894531
	Iteration 66Q: 3 clusters Score -1565263 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1565275.875000 Penalty: 4696.894531
	Iteration 67Q: 3 clusters Score -1565276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1565285.875000 Penalty: 4696.894531
	Iteration 68Q: 3 clusters Score -1565286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1565294.500000 Penalty: 4696.894531
	Iteration 69Q: 3 clusters Score -1565294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1565301.000000 Penalty: 4696.894531
	Iteration 70Q: 3 clusters Score -1565301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1565303.875000 Penalty: 4696.894531
	Iteration 71Q: 3 clusters Score -1565304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1565306.125000 Penalty: 4696.894531
	Iteration 72Q: 3 clusters Score -1565306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1565308.250000 Penalty: 4696.894531
	Iteration 73Q: 3 clusters Score -1565308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1565310.250000 Penalty: 4696.894531
	Iteration 74Q: 3 clusters Score -1565310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1565314.250000 Penalty: 4696.894531
	Iteration 75Q: 3 clusters Score -1565314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1565313.625000 Penalty: 4696.894531
	Iteration 76Q: 3 clusters Score -1565314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1565311.375000 Penalty: 4696.894531
	Iteration 77Q: 3 clusters Score -1565311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1565311.375000 Penalty: 4696.894531
	Iteration 78F: 3 clusters Score -1565311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Entering Unmasked Estep 
Score: -1814563.750000 Penalty: 2374.423584
	Iteration 0F: 2 clusters Score -1814564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1804137.125000 Penalty: 4748.847168
	Iteration 0F: 3 clusters Score -1804137 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1807542.500000 Penalty: 4748.847168
	Iteration 1F: 3 clusters Score -1807542 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1808158.250000 Penalty: 4748.847168
	Iteration 2F: 3 clusters Score -1808158 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1808779.125000 Penalty: 4748.847168
	Iteration 3F: 3 clusters Score -1808779 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1809301.125000 Penalty: 4748.847168
	Iteration 4F: 3 clusters Score -1809301 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1809744.875000 Penalty: 4748.847168
	Iteration 5F: 3 clusters Score -1809745 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1810164.000000 Penalty: 4748.847168
	Iteration 6F: 3 clusters Score -1810164 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1810525.875000 Penalty: 4748.847168
	Iteration 7Q: 3 clusters Score -1810526 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1810860.750000 Penalty: 4748.847168
	Iteration 8Q: 3 clusters Score -1810861 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1811177.625000 Penalty: 4748.847168
	Iteration 9Q: 3 clusters Score -1811178 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1811464.375000 Penalty: 4748.847168
	Iteration 10Q: 3 clusters Score -1811464 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1811733.125000 Penalty: 4748.847168
	Iteration 11Q: 3 clusters Score -1811733 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1812018.375000 Penalty: 4748.847168
	Iteration 12Q: 3 clusters Score -1812018 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1812308.500000 Penalty: 4748.847168
	Iteration 13Q: 3 clusters Score -1812308 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1812633.125000 Penalty: 4748.847168
	Iteration 14Q: 3 clusters Score -1812633 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1812947.375000 Penalty: 4748.847168
	Iteration 15Q: 3 clusters Score -1812947 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1813170.125000 Penalty: 4748.847168
	Iteration 16Q: 3 clusters Score -1813170 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1813287.875000 Penalty: 4748.847168
	Iteration 17Q: 3 clusters Score -1813288 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1813359.750000 Penalty: 4748.847168
	Iteration 18Q: 3 clusters Score -1813360 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1813410.625000 Penalty: 4748.847168
	Iteration 19Q: 3 clusters Score -1813411 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1813457.750000 Penalty: 4748.847168
	Iteration 20F: 3 clusters Score -1813458 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1813500.500000 Penalty: 4748.847168
	Iteration 21Q: 3 clusters Score -1813500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1813534.250000 Penalty: 4748.847168
	Iteration 22Q: 3 clusters Score -1813534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1813566.375000 Penalty: 4748.847168
	Iteration 23Q: 3 clusters Score -1813566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1813580.625000 Penalty: 4748.847168
	Iteration 24Q: 3 clusters Score -1813581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1813594.125000 Penalty: 4748.847168
	Iteration 25Q: 3 clusters Score -1813594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1813596.000000 Penalty: 4748.847168
	Iteration 26Q: 3 clusters Score -1813596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1813601.250000 Penalty: 4748.847168
	Iteration 27Q: 3 clusters Score -1813601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1813600.000000 Penalty: 4748.847168
	Iteration 28Q: 3 clusters Score -1813600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1813605.875000 Penalty: 4748.847168
	Iteration 29Q: 3 clusters Score -1813606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1813606.625000 Penalty: 4748.847168
	Iteration 30Q: 3 clusters Score -1813607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1813607.875000 Penalty: 4748.847168
	Iteration 31Q: 3 clusters Score -1813608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1813610.125000 Penalty: 4748.847168
	Iteration 32Q: 3 clusters Score -1813610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1813609.250000 Penalty: 4748.847168
	Iteration 33Q: 3 clusters Score -1813609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1813609.250000 Penalty: 4748.847168
	Iteration 34F: 3 clusters Score -1813609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Entering Unmasked Estep 
Score: -464238.437500 Penalty: 2055.431885
	Iteration 0F: 2 clusters Score -464238.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -460451.375000 Penalty: 4110.863770
	Iteration 0F: 3 clusters Score -460451.4 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -461444.968750 Penalty: 4110.863770
	Iteration 1F: 3 clusters Score -461445 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -461802.593750 Penalty: 4110.863770
	Iteration 2F: 3 clusters Score -461802.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -462154.531250 Penalty: 4110.863770
	Iteration 3F: 3 clusters Score -462154.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -462449.343750 Penalty: 4110.863770
	Iteration 4F: 3 clusters Score -462449.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -462788.906250 Penalty: 4110.863770
	Iteration 5F: 3 clusters Score -462788.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -463093.968750 Penalty: 4110.863770
	Iteration 6F: 3 clusters Score -463094 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -463366.875000 Penalty: 4110.863770
	Iteration 7F: 3 clusters Score -463366.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -463607.375000 Penalty: 4110.863770
	Iteration 8F: 3 clusters Score -463607.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -463786.562500 Penalty: 4110.863770
	Iteration 9Q: 3 clusters Score -463786.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -463911.937500 Penalty: 4110.863770
	Iteration 10Q: 3 clusters Score -463911.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -463999.562500 Penalty: 4110.863770
	Iteration 11Q: 3 clusters Score -463999.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -464066.093750 Penalty: 4110.863770
	Iteration 12Q: 3 clusters Score -464066.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -464131.968750 Penalty: 4110.863770
	Iteration 13Q: 3 clusters Score -464132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -464194.937500 Penalty: 4110.863770
	Iteration 14Q: 3 clusters Score -464194.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -464230.781250 Penalty: 4110.863770
	Iteration 15Q: 3 clusters Score -464230.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -464267.062500 Penalty: 4110.863770
	Iteration 16Q: 3 clusters Score -464267.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -464295.750000 Penalty: 4110.863770
	Iteration 17Q: 3 clusters Score -464295.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -464311.375000 Penalty: 4110.863770
	Iteration 18Q: 3 clusters Score -464311.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -464325.281250 Penalty: 4110.863770
	Iteration 19Q: 3 clusters Score -464325.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -464333.812500 Penalty: 4110.863770
	Iteration 20F: 3 clusters Score -464333.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -464340.406250 Penalty: 4110.863770
	Iteration 21Q: 3 clusters Score -464340.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -464342.750000 Penalty: 4110.863770
	Iteration 22Q: 3 clusters Score -464342.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -464344.250000 Penalty: 4110.863770
	Iteration 23Q: 3 clusters Score -464344.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -464345.437500 Penalty: 4110.863770
	Iteration 24Q: 3 clusters Score -464345.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -464345.718750 Penalty: 4110.863770
	Iteration 25Q: 3 clusters Score -464345.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -464345.718750 Penalty: 4110.863770
	Iteration 26F: 3 clusters Score -464345.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74540 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12959 members 
Mstep: Class 5 contains 14390 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 7 contains 21535 members 
Mstep: Class 8 contains 8198 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12751 members 
Mstep: Class 11 contains 167391 members 
Mstep: Class 12 contains 19345 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57176 members 
Mstep: Class 15 contains 14947 members 
Mstep: Class 16 contains 97731 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19522 members 
Mstep: Class 19 contains 62128 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47886 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10761 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19121 members 
Mstep: Class 29 contains 144244 members 
Mstep: Class 30 contains 24382 members 
Mstep: Class 31 contains 3927 members 
Mstep: Class 32 contains 179252 members 
Mstep: Class 33 contains 51770 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7963 members 
Mstep: Class 38 contains 17942 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24221 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 253 members 
Mstep: Class 44 contains 3614 members 
Entering Unmasked Estep 
Score: -150967488.000000 Penalty: 152864.640625
Splitting cluster 6 changes total score from -150968960.000000 to -150967488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (21535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Entering Unmasked Estep 
Score: -2608774.750000 Penalty: 2474.403809
	Iteration 0F: 2 clusters Score -2608775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2593769.750000 Penalty: 4948.807617
	Iteration 0F: 3 clusters Score -2593770 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2598913.250000 Penalty: 4948.807617
	Iteration 1F: 3 clusters Score -2598913 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2599586.500000 Penalty: 4948.807617
	Iteration 2F: 3 clusters Score -2599586 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2600342.500000 Penalty: 4948.807617
	Iteration 3F: 3 clusters Score -2600342 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2601297.000000 Penalty: 4948.807617
	Iteration 4F: 3 clusters Score -2601297 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2602464.750000 Penalty: 4948.807617
	Iteration 5F: 3 clusters Score -2602465 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2603651.750000 Penalty: 4948.807617
	Iteration 6F: 3 clusters Score -2603652 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2604586.000000 Penalty: 4948.807617
	Iteration 7F: 3 clusters Score -2604586 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2605147.500000 Penalty: 4948.807617
	Iteration 8Q: 3 clusters Score -2605148 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2605476.750000 Penalty: 4948.807617
	Iteration 9Q: 3 clusters Score -2605477 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2605686.000000 Penalty: 4948.807617
	Iteration 10Q: 3 clusters Score -2605686 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2605840.750000 Penalty: 4948.807617
	Iteration 11Q: 3 clusters Score -2605841 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2605942.000000 Penalty: 4948.807617
	Iteration 12Q: 3 clusters Score -2605942 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2606048.500000 Penalty: 4948.807617
	Iteration 13Q: 3 clusters Score -2606048 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2606141.750000 Penalty: 4948.807617
	Iteration 14Q: 3 clusters Score -2606142 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2606245.750000 Penalty: 4948.807617
	Iteration 15Q: 3 clusters Score -2606246 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2606327.750000 Penalty: 4948.807617
	Iteration 16Q: 3 clusters Score -2606328 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2606390.500000 Penalty: 4948.807617
	Iteration 17Q: 3 clusters Score -2606390 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2606445.750000 Penalty: 4948.807617
	Iteration 18Q: 3 clusters Score -2606446 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2606512.750000 Penalty: 4948.807617
	Iteration 19Q: 3 clusters Score -2606513 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2606565.500000 Penalty: 4948.807617
	Iteration 20F: 3 clusters Score -2606566 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2606613.000000 Penalty: 4948.807617
	Iteration 21Q: 3 clusters Score -2606613 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2606660.250000 Penalty: 4948.807617
	Iteration 22Q: 3 clusters Score -2606660 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2606695.500000 Penalty: 4948.807617
	Iteration 23Q: 3 clusters Score -2606696 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2606735.500000 Penalty: 4948.807617
	Iteration 24Q: 3 clusters Score -2606736 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2606773.000000 Penalty: 4948.807617
	Iteration 25Q: 3 clusters Score -2606773 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2606819.250000 Penalty: 4948.807617
	Iteration 26Q: 3 clusters Score -2606819 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2606853.500000 Penalty: 4948.807617
	Iteration 27Q: 3 clusters Score -2606854 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2606888.500000 Penalty: 4948.807617
	Iteration 28Q: 3 clusters Score -2606888 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2606915.000000 Penalty: 4948.807617
	Iteration 29Q: 3 clusters Score -2606915 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2606959.000000 Penalty: 4948.807617
	Iteration 30Q: 3 clusters Score -2606959 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2606998.500000 Penalty: 4948.807617
	Iteration 31Q: 3 clusters Score -2606998 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2607014.250000 Penalty: 4948.807617
	Iteration 32Q: 3 clusters Score -2607014 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2607042.500000 Penalty: 4948.807617
	Iteration 33Q: 3 clusters Score -2607042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2607053.500000 Penalty: 4948.807617
	Iteration 34Q: 3 clusters Score -2607054 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2607064.750000 Penalty: 4948.807617
	Iteration 35Q: 3 clusters Score -2607065 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2607070.500000 Penalty: 4948.807617
	Iteration 36Q: 3 clusters Score -2607070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2607090.250000 Penalty: 4948.807617
	Iteration 37Q: 3 clusters Score -2607090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2607098.500000 Penalty: 4948.807617
	Iteration 38Q: 3 clusters Score -2607098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2607106.250000 Penalty: 4948.807617
	Iteration 39Q: 3 clusters Score -2607106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2607126.750000 Penalty: 4948.807617
	Iteration 40F: 3 clusters Score -2607127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2607132.750000 Penalty: 4948.807617
	Iteration 41Q: 3 clusters Score -2607133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2607137.500000 Penalty: 4948.807617
	Iteration 42Q: 3 clusters Score -2607138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2607139.500000 Penalty: 4948.807617
	Iteration 43Q: 3 clusters Score -2607140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2607147.750000 Penalty: 4948.807617
	Iteration 44Q: 3 clusters Score -2607148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2607159.250000 Penalty: 4948.807617
	Iteration 45Q: 3 clusters Score -2607159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2607162.750000 Penalty: 4948.807617
	Iteration 46Q: 3 clusters Score -2607163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2607163.250000 Penalty: 4948.807617
	Iteration 47Q: 3 clusters Score -2607163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2607162.500000 Penalty: 4948.807617
	Iteration 48Q: 3 clusters Score -2607162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2607163.000000 Penalty: 4948.807617
	Iteration 49Q: 3 clusters Score -2607163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2607171.500000 Penalty: 4948.807617
	Iteration 50Q: 3 clusters Score -2607172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2607177.500000 Penalty: 4948.807617
	Iteration 51Q: 3 clusters Score -2607178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2607182.250000 Penalty: 4948.807617
	Iteration 52Q: 3 clusters Score -2607182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2607187.750000 Penalty: 4948.807617
	Iteration 53Q: 3 clusters Score -2607188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2607189.500000 Penalty: 4948.807617
	Iteration 54Q: 3 clusters Score -2607190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2607191.000000 Penalty: 4948.807617
	Iteration 55Q: 3 clusters Score -2607191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2607190.250000 Penalty: 4948.807617
	Iteration 56Q: 3 clusters Score -2607190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2607192.750000 Penalty: 4948.807617
	Iteration 57Q: 3 clusters Score -2607193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2607197.250000 Penalty: 4948.807617
	Iteration 58Q: 3 clusters Score -2607197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2607196.000000 Penalty: 4948.807617
	Iteration 59Q: 3 clusters Score -2607196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2607196.000000 Penalty: 4948.807617
	Iteration 60F: 3 clusters Score -2607196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Entering Unmasked Estep 
Score: -906447.875000 Penalty: 2234.887939
	Iteration 0F: 2 clusters Score -906447.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -899984.625000 Penalty: 4469.775879
	Iteration 0F: 3 clusters Score -899984.6 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -902067.812500 Penalty: 4469.775879
	Iteration 1F: 3 clusters Score -902067.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -902553.375000 Penalty: 4469.775879
	Iteration 2F: 3 clusters Score -902553.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -902985.187500 Penalty: 4469.775879
	Iteration 3F: 3 clusters Score -902985.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -903426.750000 Penalty: 4469.775879
	Iteration 4F: 3 clusters Score -903426.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -903888.312500 Penalty: 4469.775879
	Iteration 5F: 3 clusters Score -903888.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -904277.750000 Penalty: 4469.775879
	Iteration 6F: 3 clusters Score -904277.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -904597.187500 Penalty: 4469.775879
	Iteration 7F: 3 clusters Score -904597.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -904782.687500 Penalty: 4469.775879
	Iteration 8Q: 3 clusters Score -904782.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -904911.750000 Penalty: 4469.775879
	Iteration 9Q: 3 clusters Score -904911.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -905029.375000 Penalty: 4469.775879
	Iteration 10Q: 3 clusters Score -905029.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -905105.312500 Penalty: 4469.775879
	Iteration 11Q: 3 clusters Score -905105.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -905162.500000 Penalty: 4469.775879
	Iteration 12Q: 3 clusters Score -905162.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -905214.062500 Penalty: 4469.775879
	Iteration 13Q: 3 clusters Score -905214.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -905256.187500 Penalty: 4469.775879
	Iteration 14Q: 3 clusters Score -905256.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -905292.750000 Penalty: 4469.775879
	Iteration 15Q: 3 clusters Score -905292.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -905317.437500 Penalty: 4469.775879
	Iteration 16Q: 3 clusters Score -905317.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -905341.312500 Penalty: 4469.775879
	Iteration 17Q: 3 clusters Score -905341.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -905353.937500 Penalty: 4469.775879
	Iteration 18Q: 3 clusters Score -905353.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -905371.187500 Penalty: 4469.775879
	Iteration 19Q: 3 clusters Score -905371.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -905390.625000 Penalty: 4469.775879
	Iteration 20F: 3 clusters Score -905390.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -905403.812500 Penalty: 4469.775879
	Iteration 21Q: 3 clusters Score -905403.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -905421.000000 Penalty: 4469.775879
	Iteration 22Q: 3 clusters Score -905421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -905435.500000 Penalty: 4469.775879
	Iteration 23Q: 3 clusters Score -905435.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -905448.062500 Penalty: 4469.775879
	Iteration 24Q: 3 clusters Score -905448.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -905453.437500 Penalty: 4469.775879
	Iteration 25Q: 3 clusters Score -905453.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -905458.562500 Penalty: 4469.775879
	Iteration 26Q: 3 clusters Score -905458.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -905469.125000 Penalty: 4469.775879
	Iteration 27Q: 3 clusters Score -905469.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -905474.437500 Penalty: 4469.775879
	Iteration 28Q: 3 clusters Score -905474.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -905479.937500 Penalty: 4469.775879
	Iteration 29Q: 3 clusters Score -905479.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -905492.937500 Penalty: 4469.775879
	Iteration 30Q: 3 clusters Score -905492.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -905500.937500 Penalty: 4469.775879
	Iteration 31Q: 3 clusters Score -905500.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -905507.000000 Penalty: 4469.775879
	Iteration 32Q: 3 clusters Score -905507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -905512.000000 Penalty: 4469.775879
	Iteration 33Q: 3 clusters Score -905512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -905514.750000 Penalty: 4469.775879
	Iteration 34Q: 3 clusters Score -905514.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -905518.187500 Penalty: 4469.775879
	Iteration 35Q: 3 clusters Score -905518.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -905516.687500 Penalty: 4469.775879
	Iteration 36Q: 3 clusters Score -905516.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -905520.625000 Penalty: 4469.775879
	Iteration 37Q: 3 clusters Score -905520.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -905517.750000 Penalty: 4469.775879
	Iteration 38Q: 3 clusters Score -905517.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -905520.562500 Penalty: 4469.775879
	Iteration 39Q: 3 clusters Score -905520.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -905521.312500 Penalty: 4469.775879
	Iteration 40F: 3 clusters Score -905521.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -905521.062500 Penalty: 4469.775879
	Iteration 41Q: 3 clusters Score -905521.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -905522.875000 Penalty: 4469.775879
	Iteration 42Q: 3 clusters Score -905522.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -905526.812500 Penalty: 4469.775879
	Iteration 43Q: 3 clusters Score -905526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -905526.500000 Penalty: 4469.775879
	Iteration 44Q: 3 clusters Score -905526.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -905528.000000 Penalty: 4469.775879
	Iteration 45Q: 3 clusters Score -905528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -905530.937500 Penalty: 4469.775879
	Iteration 46Q: 3 clusters Score -905530.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -905530.750000 Penalty: 4469.775879
	Iteration 47Q: 3 clusters Score -905530.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -905533.437500 Penalty: 4469.775879
	Iteration 48Q: 3 clusters Score -905533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -905532.875000 Penalty: 4469.775879
	Iteration 49Q: 3 clusters Score -905532.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -905532.875000 Penalty: 4469.775879
	Iteration 50F: 3 clusters Score -905532.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Entering Unmasked Estep 
Score: -351216.687500 Penalty: 1958.160400
	Iteration 0F: 2 clusters Score -351216.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -348170.375000 Penalty: 3916.320801
	Iteration 0F: 3 clusters Score -348170.4 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -348753.750000 Penalty: 3916.320801
	Iteration 1F: 3 clusters Score -348753.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -348894.031250 Penalty: 3916.320801
	Iteration 2F: 3 clusters Score -348894 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -348972.562500 Penalty: 3916.320801
	Iteration 3Q: 3 clusters Score -348972.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -349016.843750 Penalty: 3916.320801
	Iteration 4Q: 3 clusters Score -349016.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -349038.375000 Penalty: 3916.320801
	Iteration 5Q: 3 clusters Score -349038.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -349052.531250 Penalty: 3916.320801
	Iteration 6Q: 3 clusters Score -349052.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -349062.531250 Penalty: 3916.320801
	Iteration 7Q: 3 clusters Score -349062.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -349072.312500 Penalty: 3916.320801
	Iteration 8Q: 3 clusters Score -349072.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -349082.718750 Penalty: 3916.320801
	Iteration 9Q: 3 clusters Score -349082.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -349089.656250 Penalty: 3916.320801
	Iteration 10Q: 3 clusters Score -349089.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -349097.156250 Penalty: 3916.320801
	Iteration 11Q: 3 clusters Score -349097.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -349106.656250 Penalty: 3916.320801
	Iteration 12Q: 3 clusters Score -349106.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -349114.750000 Penalty: 3916.320801
	Iteration 13Q: 3 clusters Score -349114.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -349126.781250 Penalty: 3916.320801
	Iteration 14Q: 3 clusters Score -349126.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -349131.906250 Penalty: 3916.320801
	Iteration 15Q: 3 clusters Score -349131.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -349137.718750 Penalty: 3916.320801
	Iteration 16Q: 3 clusters Score -349137.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -349143.187500 Penalty: 3916.320801
	Iteration 17Q: 3 clusters Score -349143.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -349146.906250 Penalty: 3916.320801
	Iteration 18Q: 3 clusters Score -349146.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -349150.343750 Penalty: 3916.320801
	Iteration 19Q: 3 clusters Score -349150.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -349154.343750 Penalty: 3916.320801
	Iteration 20F: 3 clusters Score -349154.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -349157.375000 Penalty: 3916.320801
	Iteration 21Q: 3 clusters Score -349157.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -349159.437500 Penalty: 3916.320801
	Iteration 22Q: 3 clusters Score -349159.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -349162.093750 Penalty: 3916.320801
	Iteration 23Q: 3 clusters Score -349162.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -349163.250000 Penalty: 3916.320801
	Iteration 24Q: 3 clusters Score -349163.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -349164.031250 Penalty: 3916.320801
	Iteration 25Q: 3 clusters Score -349164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -349164.687500 Penalty: 3916.320801
	Iteration 26Q: 3 clusters Score -349164.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -349165.656250 Penalty: 3916.320801
	Iteration 27Q: 3 clusters Score -349165.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -349166.218750 Penalty: 3916.320801
	Iteration 28Q: 3 clusters Score -349166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -349166.156250 Penalty: 3916.320801
	Iteration 29Q: 3 clusters Score -349166.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -349166.156250 Penalty: 3916.320801
	Iteration 30F: 3 clusters Score -349166.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Entering Unmasked Estep 
Score: -1616899.625000 Penalty: 2344.434570
	Iteration 0F: 2 clusters Score -1616900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1607470.625000 Penalty: 4688.869141
	Iteration 0F: 3 clusters Score -1607471 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1610324.625000 Penalty: 4688.869141
	Iteration 1F: 3 clusters Score -1610325 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1610678.000000 Penalty: 4688.869141
	Iteration 2F: 3 clusters Score -1610678 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1610910.500000 Penalty: 4688.869141
	Iteration 3Q: 3 clusters Score -1610910 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1611100.500000 Penalty: 4688.869141
	Iteration 4Q: 3 clusters Score -1611100 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1611296.250000 Penalty: 4688.869141
	Iteration 5Q: 3 clusters Score -1611296 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1611560.000000 Penalty: 4688.869141
	Iteration 6Q: 3 clusters Score -1611560 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1611818.875000 Penalty: 4688.869141
	Iteration 7Q: 3 clusters Score -1611819 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1612121.625000 Penalty: 4688.869141
	Iteration 8Q: 3 clusters Score -1612122 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1612468.750000 Penalty: 4688.869141
	Iteration 9Q: 3 clusters Score -1612469 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1612903.750000 Penalty: 4688.869141
	Iteration 10Q: 3 clusters Score -1612904 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1613457.125000 Penalty: 4688.869141
	Iteration 11Q: 3 clusters Score -1613457 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1614048.375000 Penalty: 4688.869141
	Iteration 12F: 3 clusters Score -1614048 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1614525.875000 Penalty: 4688.869141
	Iteration 13F: 3 clusters Score -1614526 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1614841.375000 Penalty: 4688.869141
	Iteration 14Q: 3 clusters Score -1614841 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1615065.750000 Penalty: 4688.869141
	Iteration 15Q: 3 clusters Score -1615066 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1615289.000000 Penalty: 4688.869141
	Iteration 16Q: 3 clusters Score -1615289 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1615502.250000 Penalty: 4688.869141
	Iteration 17Q: 3 clusters Score -1615502 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1615691.375000 Penalty: 4688.869141
	Iteration 18Q: 3 clusters Score -1615691 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1615844.750000 Penalty: 4688.869141
	Iteration 19Q: 3 clusters Score -1615845 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1615957.875000 Penalty: 4688.869141
	Iteration 20F: 3 clusters Score -1615958 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1616035.250000 Penalty: 4688.869141
	Iteration 21Q: 3 clusters Score -1616035 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1616082.625000 Penalty: 4688.869141
	Iteration 22Q: 3 clusters Score -1616083 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1616113.750000 Penalty: 4688.869141
	Iteration 23Q: 3 clusters Score -1616114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1616144.000000 Penalty: 4688.869141
	Iteration 24Q: 3 clusters Score -1616144 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1616167.875000 Penalty: 4688.869141
	Iteration 25Q: 3 clusters Score -1616168 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1616197.875000 Penalty: 4688.869141
	Iteration 26Q: 3 clusters Score -1616198 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1616217.000000 Penalty: 4688.869141
	Iteration 27Q: 3 clusters Score -1616217 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1616237.500000 Penalty: 4688.869141
	Iteration 28Q: 3 clusters Score -1616238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1616245.000000 Penalty: 4688.869141
	Iteration 29Q: 3 clusters Score -1616245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1616250.875000 Penalty: 4688.869141
	Iteration 30Q: 3 clusters Score -1616251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1616260.625000 Penalty: 4688.869141
	Iteration 31Q: 3 clusters Score -1616261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1616270.500000 Penalty: 4688.869141
	Iteration 32Q: 3 clusters Score -1616270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1616278.375000 Penalty: 4688.869141
	Iteration 33Q: 3 clusters Score -1616278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1616278.000000 Penalty: 4688.869141
	Iteration 34Q: 3 clusters Score -1616278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1616282.375000 Penalty: 4688.869141
	Iteration 35Q: 3 clusters Score -1616282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1616290.000000 Penalty: 4688.869141
	Iteration 36Q: 3 clusters Score -1616290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1616288.000000 Penalty: 4688.869141
	Iteration 37Q: 3 clusters Score -1616288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1616291.375000 Penalty: 4688.869141
	Iteration 38Q: 3 clusters Score -1616291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1616291.000000 Penalty: 4688.869141
	Iteration 39Q: 3 clusters Score -1616291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1616297.250000 Penalty: 4688.869141
	Iteration 40F: 3 clusters Score -1616297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1616293.250000 Penalty: 4688.869141
	Iteration 41Q: 3 clusters Score -1616293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1616296.500000 Penalty: 4688.869141
	Iteration 42Q: 3 clusters Score -1616296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1616296.500000 Penalty: 4688.869141
	Iteration 43Q: 3 clusters Score -1616296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1616291.250000 Penalty: 4688.869141
	Iteration 44Q: 3 clusters Score -1616291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1616293.500000 Penalty: 4688.869141
	Iteration 45Q: 3 clusters Score -1616294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1616293.375000 Penalty: 4688.869141
	Iteration 46Q: 3 clusters Score -1616293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1616293.375000 Penalty: 4688.869141
	Iteration 47F: 3 clusters Score -1616293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167391 members 
Entering Unmasked Estep 
Score: -21685098.000000 Penalty: 2982.965820
	Iteration 0F: 2 clusters Score -2.16851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83803 members 
Mstep: Class 2 contains 83588 members 
Entering Unmasked Estep 
Score: -21577192.000000 Penalty: 5965.931641
	Iteration 0F: 3 clusters Score -2.157719e+07 nChanged 80464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84921 members 
Mstep: Class 2 contains 82470 members 
Entering Unmasked Estep 
Score: -21623500.000000 Penalty: 5965.931641
	Iteration 1F: 3 clusters Score -2.16235e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86045 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -21624436.000000 Penalty: 5965.931641
	Iteration 2Q: 3 clusters Score -2.162444e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87798 members 
Mstep: Class 2 contains 79593 members 
Entering Unmasked Estep 
Score: -21625202.000000 Penalty: 5965.931641
	Iteration 3Q: 3 clusters Score -2.16252e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90578 members 
Mstep: Class 2 contains 76813 members 
Entering Unmasked Estep 
Score: -21626328.000000 Penalty: 5965.931641
	Iteration 4Q: 3 clusters Score -2.162633e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94894 members 
Mstep: Class 2 contains 72497 members 
Entering Unmasked Estep 
Score: -21628194.000000 Penalty: 5965.931641
	Iteration 5Q: 3 clusters Score -2.162819e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101387 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -21631512.000000 Penalty: 5965.931641
	Iteration 6Q: 3 clusters Score -2.163151e+07 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110663 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -21636948.000000 Penalty: 5965.931641
	Iteration 7F: 3 clusters Score -2.163695e+07 nChanged 12694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122923 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -21645590.000000 Penalty: 5965.931641
	Iteration 8F: 3 clusters Score -2.164559e+07 nChanged 14107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136832 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -21657128.000000 Penalty: 5965.931641
	Iteration 9F: 3 clusters Score -2.165713e+07 nChanged 12494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149228 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -21668220.000000 Penalty: 5965.931641
	Iteration 10F: 3 clusters Score -2.166822e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157536 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -21675628.000000 Penalty: 5965.931641
	Iteration 11Q: 3 clusters Score -2.167563e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162309 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -21679422.000000 Penalty: 5965.931641
	Iteration 12Q: 3 clusters Score -2.167942e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164791 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -21681308.000000 Penalty: 5965.931641
	Iteration 13Q: 3 clusters Score -2.168131e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165908 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -21681988.000000 Penalty: 5965.931641
	Iteration 14Q: 3 clusters Score -2.168199e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166397 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -21682296.000000 Penalty: 5965.931641
	Iteration 15Q: 3 clusters Score -2.16823e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166618 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -21682456.000000 Penalty: 5965.931641
	Iteration 16Q: 3 clusters Score -2.168246e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166732 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -21682528.000000 Penalty: 5965.931641
	Iteration 17Q: 3 clusters Score -2.168253e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166789 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -21682572.000000 Penalty: 5965.931641
	Iteration 18Q: 3 clusters Score -2.168257e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166825 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -21682604.000000 Penalty: 5965.931641
	Iteration 19Q: 3 clusters Score -2.16826e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166839 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -21682604.000000 Penalty: 5965.931641
	Iteration 20F: 3 clusters Score -2.16826e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166855 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -21682624.000000 Penalty: 5965.931641
	Iteration 21Q: 3 clusters Score -2.168262e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166876 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -21682626.000000 Penalty: 5965.931641
	Iteration 22Q: 3 clusters Score -2.168263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166883 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -21682634.000000 Penalty: 5965.931641
	Iteration 23Q: 3 clusters Score -2.168263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166890 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -21682640.000000 Penalty: 5965.931641
	Iteration 24Q: 3 clusters Score -2.168264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166896 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -21682650.000000 Penalty: 5965.931641
	Iteration 25Q: 3 clusters Score -2.168265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166897 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -21682648.000000 Penalty: 5965.931641
	Iteration 26Q: 3 clusters Score -2.168265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166899 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -21682652.000000 Penalty: 5965.931641
	Iteration 27Q: 3 clusters Score -2.168265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166901 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -21682650.000000 Penalty: 5965.931641
	Iteration 28Q: 3 clusters Score -2.168265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166904 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -21682644.000000 Penalty: 5965.931641
	Iteration 29Q: 3 clusters Score -2.168264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166906 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -21682644.000000 Penalty: 5965.931641
	Iteration 30Q: 3 clusters Score -2.168264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166907 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -21682656.000000 Penalty: 5965.931641
	Iteration 31Q: 3 clusters Score -2.168266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166907 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -21682654.000000 Penalty: 5965.931641
	Iteration 32Q: 3 clusters Score -2.168265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166906 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -21682658.000000 Penalty: 5965.931641
	Iteration 33Q: 3 clusters Score -2.168266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166906 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -21682658.000000 Penalty: 5965.931641
	Iteration 34F: 3 clusters Score -2.168266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Entering Unmasked Estep 
Score: -2483676.250000 Penalty: 2447.807129
	Iteration 0F: 2 clusters Score -2483676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2469908.000000 Penalty: 4895.614258
	Iteration 0F: 3 clusters Score -2469908 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2474442.750000 Penalty: 4895.614258
	Iteration 1F: 3 clusters Score -2474443 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2474881.250000 Penalty: 4895.614258
	Iteration 2F: 3 clusters Score -2474881 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2475250.250000 Penalty: 4895.614258
	Iteration 3Q: 3 clusters Score -2475250 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2475574.000000 Penalty: 4895.614258
	Iteration 4Q: 3 clusters Score -2475574 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2475973.000000 Penalty: 4895.614258
	Iteration 5Q: 3 clusters Score -2475973 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2476430.000000 Penalty: 4895.614258
	Iteration 6Q: 3 clusters Score -2476430 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2476900.000000 Penalty: 4895.614258
	Iteration 7Q: 3 clusters Score -2476900 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2477430.000000 Penalty: 4895.614258
	Iteration 8Q: 3 clusters Score -2477430 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2478037.750000 Penalty: 4895.614258
	Iteration 9F: 3 clusters Score -2478038 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2478792.500000 Penalty: 4895.614258
	Iteration 10F: 3 clusters Score -2478792 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2479684.750000 Penalty: 4895.614258
	Iteration 11F: 3 clusters Score -2479685 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2480608.000000 Penalty: 4895.614258
	Iteration 12Q: 3 clusters Score -2480608 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2481435.000000 Penalty: 4895.614258
	Iteration 13Q: 3 clusters Score -2481435 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2481914.000000 Penalty: 4895.614258
	Iteration 14Q: 3 clusters Score -2481914 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2482178.250000 Penalty: 4895.614258
	Iteration 15Q: 3 clusters Score -2482178 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2482358.250000 Penalty: 4895.614258
	Iteration 16Q: 3 clusters Score -2482358 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2482478.500000 Penalty: 4895.614258
	Iteration 17Q: 3 clusters Score -2482478 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2482551.500000 Penalty: 4895.614258
	Iteration 18Q: 3 clusters Score -2482552 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2482609.250000 Penalty: 4895.614258
	Iteration 19Q: 3 clusters Score -2482609 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2482643.250000 Penalty: 4895.614258
	Iteration 20F: 3 clusters Score -2482643 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2482674.500000 Penalty: 4895.614258
	Iteration 21Q: 3 clusters Score -2482674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2482690.000000 Penalty: 4895.614258
	Iteration 22Q: 3 clusters Score -2482690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2482700.000000 Penalty: 4895.614258
	Iteration 23Q: 3 clusters Score -2482700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2482723.000000 Penalty: 4895.614258
	Iteration 24Q: 3 clusters Score -2482723 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2482731.250000 Penalty: 4895.614258
	Iteration 25Q: 3 clusters Score -2482731 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2482744.000000 Penalty: 4895.614258
	Iteration 26Q: 3 clusters Score -2482744 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2482752.000000 Penalty: 4895.614258
	Iteration 27Q: 3 clusters Score -2482752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2482755.250000 Penalty: 4895.614258
	Iteration 28Q: 3 clusters Score -2482755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2482759.750000 Penalty: 4895.614258
	Iteration 29Q: 3 clusters Score -2482760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2482761.000000 Penalty: 4895.614258
	Iteration 30Q: 3 clusters Score -2482761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2482766.750000 Penalty: 4895.614258
	Iteration 31Q: 3 clusters Score -2482767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2482770.750000 Penalty: 4895.614258
	Iteration 32Q: 3 clusters Score -2482771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2482767.000000 Penalty: 4895.614258
	Iteration 33Q: 3 clusters Score -2482767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2482770.250000 Penalty: 4895.614258
	Iteration 34Q: 3 clusters Score -2482770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2482769.250000 Penalty: 4895.614258
	Iteration 35Q: 3 clusters Score -2482769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2482768.500000 Penalty: 4895.614258
	Iteration 36Q: 3 clusters Score -2482768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2482769.250000 Penalty: 4895.614258
	Iteration 37Q: 3 clusters Score -2482769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2482769.500000 Penalty: 4895.614258
	Iteration 38Q: 3 clusters Score -2482770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2482768.750000 Penalty: 4895.614258
	Iteration 39Q: 3 clusters Score -2482769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2482773.000000 Penalty: 4895.614258
	Iteration 40F: 3 clusters Score -2482773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2482775.000000 Penalty: 4895.614258
	Iteration 41Q: 3 clusters Score -2482775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2482773.750000 Penalty: 4895.614258
	Iteration 42Q: 3 clusters Score -2482774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2482778.500000 Penalty: 4895.614258
	Iteration 43Q: 3 clusters Score -2482778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2482772.750000 Penalty: 4895.614258
	Iteration 44Q: 3 clusters Score -2482773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2482777.000000 Penalty: 4895.614258
	Iteration 45Q: 3 clusters Score -2482777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2482771.000000 Penalty: 4895.614258
	Iteration 46Q: 3 clusters Score -2482771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2482774.000000 Penalty: 4895.614258
	Iteration 47Q: 3 clusters Score -2482774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2482774.750000 Penalty: 4895.614258
	Iteration 48Q: 3 clusters Score -2482775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2482774.250000 Penalty: 4895.614258
	Iteration 49Q: 3 clusters Score -2482774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2482775.750000 Penalty: 4895.614258
	Iteration 50Q: 3 clusters Score -2482776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2482773.250000 Penalty: 4895.614258
	Iteration 51Q: 3 clusters Score -2482773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2482770.250000 Penalty: 4895.614258
	Iteration 52Q: 3 clusters Score -2482770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2482770.250000 Penalty: 4895.614258
	Iteration 53Q: 3 clusters Score -2482770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2482770.250000 Penalty: 4895.614258
	Iteration 54F: 3 clusters Score -2482770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Entering Unmasked Estep 
Score: -648824.625000 Penalty: 2113.944824
	Iteration 0F: 2 clusters Score -648824.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -644296.250000 Penalty: 4227.889648
	Iteration 0F: 3 clusters Score -644296.2 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -645390.000000 Penalty: 4227.889648
	Iteration 1F: 3 clusters Score -645390 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -645595.750000 Penalty: 4227.889648
	Iteration 2F: 3 clusters Score -645595.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -645731.437500 Penalty: 4227.889648
	Iteration 3Q: 3 clusters Score -645731.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -645828.937500 Penalty: 4227.889648
	Iteration 4Q: 3 clusters Score -645828.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -645896.500000 Penalty: 4227.889648
	Iteration 5Q: 3 clusters Score -645896.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -645951.000000 Penalty: 4227.889648
	Iteration 6Q: 3 clusters Score -645951 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -645982.312500 Penalty: 4227.889648
	Iteration 7Q: 3 clusters Score -645982.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -646004.562500 Penalty: 4227.889648
	Iteration 8Q: 3 clusters Score -646004.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -646024.562500 Penalty: 4227.889648
	Iteration 9Q: 3 clusters Score -646024.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -646044.312500 Penalty: 4227.889648
	Iteration 10Q: 3 clusters Score -646044.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -646061.312500 Penalty: 4227.889648
	Iteration 11Q: 3 clusters Score -646061.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -646071.875000 Penalty: 4227.889648
	Iteration 12Q: 3 clusters Score -646071.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -646088.312500 Penalty: 4227.889648
	Iteration 13Q: 3 clusters Score -646088.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -646104.937500 Penalty: 4227.889648
	Iteration 14Q: 3 clusters Score -646104.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -646119.562500 Penalty: 4227.889648
	Iteration 15Q: 3 clusters Score -646119.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -646135.937500 Penalty: 4227.889648
	Iteration 16Q: 3 clusters Score -646135.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -646147.875000 Penalty: 4227.889648
	Iteration 17Q: 3 clusters Score -646147.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -646156.000000 Penalty: 4227.889648
	Iteration 18Q: 3 clusters Score -646156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -646164.625000 Penalty: 4227.889648
	Iteration 19Q: 3 clusters Score -646164.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -646171.062500 Penalty: 4227.889648
	Iteration 20F: 3 clusters Score -646171.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -646177.312500 Penalty: 4227.889648
	Iteration 21Q: 3 clusters Score -646177.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -646185.875000 Penalty: 4227.889648
	Iteration 22Q: 3 clusters Score -646185.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -646191.062500 Penalty: 4227.889648
	Iteration 23Q: 3 clusters Score -646191.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -646195.562500 Penalty: 4227.889648
	Iteration 24Q: 3 clusters Score -646195.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -646202.875000 Penalty: 4227.889648
	Iteration 25Q: 3 clusters Score -646202.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -646205.125000 Penalty: 4227.889648
	Iteration 26Q: 3 clusters Score -646205.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -646209.125000 Penalty: 4227.889648
	Iteration 27Q: 3 clusters Score -646209.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -646212.187500 Penalty: 4227.889648
	Iteration 28Q: 3 clusters Score -646212.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -646215.625000 Penalty: 4227.889648
	Iteration 29Q: 3 clusters Score -646215.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -646223.375000 Penalty: 4227.889648
	Iteration 30Q: 3 clusters Score -646223.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -646229.187500 Penalty: 4227.889648
	Iteration 31Q: 3 clusters Score -646229.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -646233.437500 Penalty: 4227.889648
	Iteration 32Q: 3 clusters Score -646233.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -646240.375000 Penalty: 4227.889648
	Iteration 33Q: 3 clusters Score -646240.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -646248.125000 Penalty: 4227.889648
	Iteration 34Q: 3 clusters Score -646248.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -646256.375000 Penalty: 4227.889648
	Iteration 35Q: 3 clusters Score -646256.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -646266.562500 Penalty: 4227.889648
	Iteration 36Q: 3 clusters Score -646266.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -646276.062500 Penalty: 4227.889648
	Iteration 37Q: 3 clusters Score -646276.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -646283.062500 Penalty: 4227.889648
	Iteration 38Q: 3 clusters Score -646283.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -646291.250000 Penalty: 4227.889648
	Iteration 39Q: 3 clusters Score -646291.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -646294.562500 Penalty: 4227.889648
	Iteration 40F: 3 clusters Score -646294.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -646297.312500 Penalty: 4227.889648
	Iteration 41Q: 3 clusters Score -646297.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -646301.187500 Penalty: 4227.889648
	Iteration 42Q: 3 clusters Score -646301.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -646301.187500 Penalty: 4227.889648
	Iteration 43Q: 3 clusters Score -646301.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -646303.187500 Penalty: 4227.889648
	Iteration 44Q: 3 clusters Score -646303.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -646304.875000 Penalty: 4227.889648
	Iteration 45Q: 3 clusters Score -646304.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -646306.375000 Penalty: 4227.889648
	Iteration 46Q: 3 clusters Score -646306.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -646309.937500 Penalty: 4227.889648
	Iteration 47Q: 3 clusters Score -646309.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -646313.562500 Penalty: 4227.889648
	Iteration 48Q: 3 clusters Score -646313.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -646315.625000 Penalty: 4227.889648
	Iteration 49Q: 3 clusters Score -646315.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -646319.250000 Penalty: 4227.889648
	Iteration 50Q: 3 clusters Score -646319.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -646321.500000 Penalty: 4227.889648
	Iteration 51Q: 3 clusters Score -646321.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -646323.937500 Penalty: 4227.889648
	Iteration 52Q: 3 clusters Score -646323.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -646327.687500 Penalty: 4227.889648
	Iteration 53Q: 3 clusters Score -646327.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -646329.750000 Penalty: 4227.889648
	Iteration 54Q: 3 clusters Score -646329.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -646334.250000 Penalty: 4227.889648
	Iteration 55Q: 3 clusters Score -646334.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -646339.125000 Penalty: 4227.889648
	Iteration 56Q: 3 clusters Score -646339.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -646347.812500 Penalty: 4227.889648
	Iteration 57Q: 3 clusters Score -646347.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -646357.000000 Penalty: 4227.889648
	Iteration 58Q: 3 clusters Score -646357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -646365.625000 Penalty: 4227.889648
	Iteration 59Q: 3 clusters Score -646365.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -646379.625000 Penalty: 4227.889648
	Iteration 60F: 3 clusters Score -646379.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -646393.125000 Penalty: 4227.889648
	Iteration 61Q: 3 clusters Score -646393.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -646412.500000 Penalty: 4227.889648
	Iteration 62Q: 3 clusters Score -646412.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -646433.062500 Penalty: 4227.889648
	Iteration 63Q: 3 clusters Score -646433.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -646472.000000 Penalty: 4227.889648
	Iteration 64Q: 3 clusters Score -646472 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -646508.812500 Penalty: 4227.889648
	Iteration 65Q: 3 clusters Score -646508.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -646551.062500 Penalty: 4227.889648
	Iteration 66Q: 3 clusters Score -646551.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -646605.562500 Penalty: 4227.889648
	Iteration 67Q: 3 clusters Score -646605.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -646661.375000 Penalty: 4227.889648
	Iteration 68Q: 3 clusters Score -646661.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -646732.625000 Penalty: 4227.889648
	Iteration 69Q: 3 clusters Score -646732.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -646808.625000 Penalty: 4227.889648
	Iteration 70Q: 3 clusters Score -646808.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -646882.687500 Penalty: 4227.889648
	Iteration 71Q: 3 clusters Score -646882.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -646927.187500 Penalty: 4227.889648
	Iteration 72Q: 3 clusters Score -646927.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -646958.250000 Penalty: 4227.889648
	Iteration 73Q: 3 clusters Score -646958.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -646976.750000 Penalty: 4227.889648
	Iteration 74Q: 3 clusters Score -646976.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -646992.625000 Penalty: 4227.889648
	Iteration 75Q: 3 clusters Score -646992.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -647004.437500 Penalty: 4227.889648
	Iteration 76Q: 3 clusters Score -647004.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -647011.562500 Penalty: 4227.889648
	Iteration 77Q: 3 clusters Score -647011.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -647018.312500 Penalty: 4227.889648
	Iteration 78Q: 3 clusters Score -647018.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -647021.062500 Penalty: 4227.889648
	Iteration 79Q: 3 clusters Score -647021.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -647022.625000 Penalty: 4227.889648
	Iteration 80F: 3 clusters Score -647022.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -647025.687500 Penalty: 4227.889648
	Iteration 81Q: 3 clusters Score -647025.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -647026.937500 Penalty: 4227.889648
	Iteration 82Q: 3 clusters Score -647026.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -647026.687500 Penalty: 4227.889648
	Iteration 83Q: 3 clusters Score -647026.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -647027.312500 Penalty: 4227.889648
	Iteration 84Q: 3 clusters Score -647027.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -647027.312500 Penalty: 4227.889648
	Iteration 85F: 3 clusters Score -647027.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Entering Unmasked Estep 
Score: -6983579.500000 Penalty: 2716.564697
	Iteration 0F: 2 clusters Score -6983580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -6945067.500000 Penalty: 5433.129395
	Iteration 0F: 3 clusters Score -6945068 nChanged 26655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -6960179.000000 Penalty: 5433.129395
	Iteration 1F: 3 clusters Score -6960179 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -6961129.000000 Penalty: 5433.129395
	Iteration 2Q: 3 clusters Score -6961129 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -6962455.000000 Penalty: 5433.129395
	Iteration 3F: 3 clusters Score -6962455 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -6964280.000000 Penalty: 5433.129395
	Iteration 4F: 3 clusters Score -6964280 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -6966759.000000 Penalty: 5433.129395
	Iteration 5F: 3 clusters Score -6966759 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -6969374.000000 Penalty: 5433.129395
	Iteration 6F: 3 clusters Score -6969374 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -6971827.500000 Penalty: 5433.129395
	Iteration 7F: 3 clusters Score -6971828 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -6973945.000000 Penalty: 5433.129395
	Iteration 8F: 3 clusters Score -6973945 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -6975698.000000 Penalty: 5433.129395
	Iteration 9Q: 3 clusters Score -6975698 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -6977022.000000 Penalty: 5433.129395
	Iteration 10Q: 3 clusters Score -6977022 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -6977981.000000 Penalty: 5433.129395
	Iteration 11Q: 3 clusters Score -6977981 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -6978736.000000 Penalty: 5433.129395
	Iteration 12Q: 3 clusters Score -6978736 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -6979275.500000 Penalty: 5433.129395
	Iteration 13Q: 3 clusters Score -6979276 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -6979704.000000 Penalty: 5433.129395
	Iteration 14Q: 3 clusters Score -6979704 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -6980078.500000 Penalty: 5433.129395
	Iteration 15Q: 3 clusters Score -6980078 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -6980378.500000 Penalty: 5433.129395
	Iteration 16Q: 3 clusters Score -6980378 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -6980662.500000 Penalty: 5433.129395
	Iteration 17Q: 3 clusters Score -6980662 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -6980891.000000 Penalty: 5433.129395
	Iteration 18Q: 3 clusters Score -6980891 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -6981091.500000 Penalty: 5433.129395
	Iteration 19Q: 3 clusters Score -6981092 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -6981236.000000 Penalty: 5433.129395
	Iteration 20F: 3 clusters Score -6981236 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -6981351.500000 Penalty: 5433.129395
	Iteration 21Q: 3 clusters Score -6981352 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -6981403.000000 Penalty: 5433.129395
	Iteration 22Q: 3 clusters Score -6981403 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -6981472.000000 Penalty: 5433.129395
	Iteration 23Q: 3 clusters Score -6981472 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -6981488.500000 Penalty: 5433.129395
	Iteration 24Q: 3 clusters Score -6981488 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -6981542.500000 Penalty: 5433.129395
	Iteration 25Q: 3 clusters Score -6981542 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -6981564.000000 Penalty: 5433.129395
	Iteration 26Q: 3 clusters Score -6981564 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -6981577.500000 Penalty: 5433.129395
	Iteration 27Q: 3 clusters Score -6981578 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -6981600.000000 Penalty: 5433.129395
	Iteration 28Q: 3 clusters Score -6981600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -6981600.500000 Penalty: 5433.129395
	Iteration 29Q: 3 clusters Score -6981600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -6981626.000000 Penalty: 5433.129395
	Iteration 30Q: 3 clusters Score -6981626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -6981638.500000 Penalty: 5433.129395
	Iteration 31Q: 3 clusters Score -6981638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -6981647.500000 Penalty: 5433.129395
	Iteration 32Q: 3 clusters Score -6981648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -6981660.000000 Penalty: 5433.129395
	Iteration 33Q: 3 clusters Score -6981660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 54357 members 
Entering Unmasked Estep 
Score: -6981649.000000 Penalty: 5433.129395
	Iteration 34Q: 3 clusters Score -6981649 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
Score: -6981671.500000 Penalty: 5433.129395
	Iteration 35Q: 3 clusters Score -6981672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -6981673.000000 Penalty: 5433.129395
	Iteration 36Q: 3 clusters Score -6981673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -6981679.000000 Penalty: 5433.129395
	Iteration 37Q: 3 clusters Score -6981679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -6981684.000000 Penalty: 5433.129395
	Iteration 38Q: 3 clusters Score -6981684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -6981689.500000 Penalty: 5433.129395
	Iteration 39Q: 3 clusters Score -6981690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -6981686.500000 Penalty: 5433.129395
	Iteration 40F: 3 clusters Score -6981686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -6981677.000000 Penalty: 5433.129395
	Iteration 41Q: 3 clusters Score -6981677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -6981680.500000 Penalty: 5433.129395
	Iteration 42Q: 3 clusters Score -6981680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -6981688.000000 Penalty: 5433.129395
	Iteration 43Q: 3 clusters Score -6981688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -6981676.000000 Penalty: 5433.129395
	Iteration 44Q: 3 clusters Score -6981676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -6981692.000000 Penalty: 5433.129395
	Iteration 45Q: 3 clusters Score -6981692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -6981716.500000 Penalty: 5433.129395
	Iteration 46Q: 3 clusters Score -6981716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -6981727.000000 Penalty: 5433.129395
	Iteration 47Q: 3 clusters Score -6981727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -6981737.500000 Penalty: 5433.129395
	Iteration 48Q: 3 clusters Score -6981738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -6981728.500000 Penalty: 5433.129395
	Iteration 49Q: 3 clusters Score -6981728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -6981739.500000 Penalty: 5433.129395
	Iteration 50Q: 3 clusters Score -6981740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -6981752.000000 Penalty: 5433.129395
	Iteration 51Q: 3 clusters Score -6981752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -6981757.000000 Penalty: 5433.129395
	Iteration 52Q: 3 clusters Score -6981757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -6981759.000000 Penalty: 5433.129395
	Iteration 53Q: 3 clusters Score -6981759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
Score: -6981779.000000 Penalty: 5433.129395
	Iteration 54Q: 3 clusters Score -6981779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 54808 members 
Entering Unmasked Estep 
Score: -6981783.500000 Penalty: 5433.129395
	Iteration 55Q: 3 clusters Score -6981784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -6981780.500000 Penalty: 5433.129395
	Iteration 56Q: 3 clusters Score -6981780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -6981781.000000 Penalty: 5433.129395
	Iteration 57Q: 3 clusters Score -6981781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -6981790.500000 Penalty: 5433.129395
	Iteration 58Q: 3 clusters Score -6981790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -6981796.000000 Penalty: 5433.129395
	Iteration 59Q: 3 clusters Score -6981796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -6981803.000000 Penalty: 5433.129395
	Iteration 60F: 3 clusters Score -6981803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
Score: -6981807.000000 Penalty: 5433.129395
	Iteration 61Q: 3 clusters Score -6981807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -6981809.000000 Penalty: 5433.129395
	Iteration 62Q: 3 clusters Score -6981809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -6981800.000000 Penalty: 5433.129395
	Iteration 63Q: 3 clusters Score -6981800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -6981794.000000 Penalty: 5433.129395
	Iteration 64Q: 3 clusters Score -6981794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 54857 members 
Entering Unmasked Estep 
Score: -6981800.500000 Penalty: 5433.129395
	Iteration 65Q: 3 clusters Score -6981800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 54857 members 
Entering Unmasked Estep 
Score: -6981805.000000 Penalty: 5433.129395
	Iteration 66Q: 3 clusters Score -6981805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -6981804.000000 Penalty: 5433.129395
	Iteration 67Q: 3 clusters Score -6981804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -6981804.000000 Penalty: 5433.129395
	Iteration 68F: 3 clusters Score -6981804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Entering Unmasked Estep 
Score: -1803134.875000 Penalty: 2383.841797
	Iteration 0F: 2 clusters Score -1803135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1792406.625000 Penalty: 4767.683594
	Iteration 0F: 3 clusters Score -1792407 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1795981.000000 Penalty: 4767.683594
	Iteration 1F: 3 clusters Score -1795981 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1796545.750000 Penalty: 4767.683594
	Iteration 2F: 3 clusters Score -1796546 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1797094.375000 Penalty: 4767.683594
	Iteration 3F: 3 clusters Score -1797094 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1797621.125000 Penalty: 4767.683594
	Iteration 4F: 3 clusters Score -1797621 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1798173.375000 Penalty: 4767.683594
	Iteration 5F: 3 clusters Score -1798173 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1798666.875000 Penalty: 4767.683594
	Iteration 6F: 3 clusters Score -1798667 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1799098.000000 Penalty: 4767.683594
	Iteration 7F: 3 clusters Score -1799098 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1799499.375000 Penalty: 4767.683594
	Iteration 8Q: 3 clusters Score -1799499 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1799846.750000 Penalty: 4767.683594
	Iteration 9Q: 3 clusters Score -1799847 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1800139.875000 Penalty: 4767.683594
	Iteration 10Q: 3 clusters Score -1800140 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1800395.750000 Penalty: 4767.683594
	Iteration 11Q: 3 clusters Score -1800396 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1800620.750000 Penalty: 4767.683594
	Iteration 12Q: 3 clusters Score -1800621 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1800851.250000 Penalty: 4767.683594
	Iteration 13Q: 3 clusters Score -1800851 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1801059.375000 Penalty: 4767.683594
	Iteration 14Q: 3 clusters Score -1801059 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1801260.125000 Penalty: 4767.683594
	Iteration 15Q: 3 clusters Score -1801260 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1801393.625000 Penalty: 4767.683594
	Iteration 16Q: 3 clusters Score -1801394 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1801515.875000 Penalty: 4767.683594
	Iteration 17Q: 3 clusters Score -1801516 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1801605.500000 Penalty: 4767.683594
	Iteration 18Q: 3 clusters Score -1801606 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1801670.375000 Penalty: 4767.683594
	Iteration 19Q: 3 clusters Score -1801670 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1801724.375000 Penalty: 4767.683594
	Iteration 20F: 3 clusters Score -1801724 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1801766.875000 Penalty: 4767.683594
	Iteration 21Q: 3 clusters Score -1801767 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1801809.375000 Penalty: 4767.683594
	Iteration 22Q: 3 clusters Score -1801809 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1801836.875000 Penalty: 4767.683594
	Iteration 23Q: 3 clusters Score -1801837 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1801866.125000 Penalty: 4767.683594
	Iteration 24Q: 3 clusters Score -1801866 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1801889.625000 Penalty: 4767.683594
	Iteration 25Q: 3 clusters Score -1801890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1801904.750000 Penalty: 4767.683594
	Iteration 26Q: 3 clusters Score -1801905 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1801913.875000 Penalty: 4767.683594
	Iteration 27Q: 3 clusters Score -1801914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1801927.250000 Penalty: 4767.683594
	Iteration 28Q: 3 clusters Score -1801927 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1801932.875000 Penalty: 4767.683594
	Iteration 29Q: 3 clusters Score -1801933 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1801943.125000 Penalty: 4767.683594
	Iteration 30Q: 3 clusters Score -1801943 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1801948.000000 Penalty: 4767.683594
	Iteration 31Q: 3 clusters Score -1801948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1801954.625000 Penalty: 4767.683594
	Iteration 32Q: 3 clusters Score -1801955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1801956.875000 Penalty: 4767.683594
	Iteration 33Q: 3 clusters Score -1801957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1801961.125000 Penalty: 4767.683594
	Iteration 34Q: 3 clusters Score -1801961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1801971.625000 Penalty: 4767.683594
	Iteration 35Q: 3 clusters Score -1801972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1801974.250000 Penalty: 4767.683594
	Iteration 36Q: 3 clusters Score -1801974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1801972.500000 Penalty: 4767.683594
	Iteration 37Q: 3 clusters Score -1801972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1801972.500000 Penalty: 4767.683594
	Iteration 38Q: 3 clusters Score -1801972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1801979.500000 Penalty: 4767.683594
	Iteration 39Q: 3 clusters Score -1801980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1801981.625000 Penalty: 4767.683594
	Iteration 40F: 3 clusters Score -1801982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1801985.125000 Penalty: 4767.683594
	Iteration 41Q: 3 clusters Score -1801985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1801985.750000 Penalty: 4767.683594
	Iteration 42Q: 3 clusters Score -1801986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1801985.000000 Penalty: 4767.683594
	Iteration 43Q: 3 clusters Score -1801985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1801986.750000 Penalty: 4767.683594
	Iteration 44Q: 3 clusters Score -1801987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1801986.875000 Penalty: 4767.683594
	Iteration 45Q: 3 clusters Score -1801987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1801991.000000 Penalty: 4767.683594
	Iteration 46Q: 3 clusters Score -1801991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1801999.500000 Penalty: 4767.683594
	Iteration 47Q: 3 clusters Score -1802000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1802003.625000 Penalty: 4767.683594
	Iteration 48Q: 3 clusters Score -1802004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1801999.000000 Penalty: 4767.683594
	Iteration 49Q: 3 clusters Score -1801999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1802001.500000 Penalty: 4767.683594
	Iteration 50Q: 3 clusters Score -1802002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1802005.250000 Penalty: 4767.683594
	Iteration 51Q: 3 clusters Score -1802005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1802010.000000 Penalty: 4767.683594
	Iteration 52Q: 3 clusters Score -1802010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1802012.750000 Penalty: 4767.683594
	Iteration 53Q: 3 clusters Score -1802013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1802010.000000 Penalty: 4767.683594
	Iteration 54Q: 3 clusters Score -1802010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1802014.000000 Penalty: 4767.683594
	Iteration 55Q: 3 clusters Score -1802014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1802016.000000 Penalty: 4767.683594
	Iteration 56Q: 3 clusters Score -1802016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1802012.375000 Penalty: 4767.683594
	Iteration 57Q: 3 clusters Score -1802012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1802016.000000 Penalty: 4767.683594
	Iteration 58Q: 3 clusters Score -1802016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1802015.250000 Penalty: 4767.683594
	Iteration 59Q: 3 clusters Score -1802015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1802015.000000 Penalty: 4767.683594
	Iteration 60F: 3 clusters Score -1802015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1802016.625000 Penalty: 4767.683594
	Iteration 61Q: 3 clusters Score -1802017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1802016.625000 Penalty: 4767.683594
	Iteration 62F: 3 clusters Score -1802017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97731 members 
Entering Unmasked Estep 
Score: -12677904.000000 Penalty: 2849.513672
	Iteration 0F: 2 clusters Score -1.26779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -12612674.000000 Penalty: 5699.027344
	Iteration 0F: 3 clusters Score -1.261267e+07 nChanged 46210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -12638499.000000 Penalty: 5699.027344
	Iteration 1F: 3 clusters Score -1.26385e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -12639200.000000 Penalty: 5699.027344
	Iteration 2Q: 3 clusters Score -1.26392e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -12639674.000000 Penalty: 5699.027344
	Iteration 3Q: 3 clusters Score -1.263967e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -12640362.000000 Penalty: 5699.027344
	Iteration 4Q: 3 clusters Score -1.264036e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -12640957.000000 Penalty: 5699.027344
	Iteration 5Q: 3 clusters Score -1.264096e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -12641860.000000 Penalty: 5699.027344
	Iteration 6Q: 3 clusters Score -1.264186e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -12643196.000000 Penalty: 5699.027344
	Iteration 7Q: 3 clusters Score -1.26432e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 60184 members 
Entering Unmasked Estep 
Score: -12645357.000000 Penalty: 5699.027344
	Iteration 8Q: 3 clusters Score -1.264536e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -12648775.000000 Penalty: 5699.027344
	Iteration 9F: 3 clusters Score -1.264878e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 71859 members 
Entering Unmasked Estep 
Score: -12653771.000000 Penalty: 5699.027344
	Iteration 10F: 3 clusters Score -1.265377e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -12659937.000000 Penalty: 5699.027344
	Iteration 11F: 3 clusters Score -1.265994e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 85695 members 
Entering Unmasked Estep 
Score: -12665608.000000 Penalty: 5699.027344
	Iteration 12F: 3 clusters Score -1.266561e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 90742 members 
Entering Unmasked Estep 
Score: -12670213.000000 Penalty: 5699.027344
	Iteration 13F: 3 clusters Score -1.267021e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 94026 members 
Entering Unmasked Estep 
Score: -12673112.000000 Penalty: 5699.027344
	Iteration 14Q: 3 clusters Score -1.267311e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 95705 members 
Entering Unmasked Estep 
Score: -12674420.000000 Penalty: 5699.027344
	Iteration 15Q: 3 clusters Score -1.267442e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 96502 members 
Entering Unmasked Estep 
Score: -12675063.000000 Penalty: 5699.027344
	Iteration 16Q: 3 clusters Score -1.267506e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 96832 members 
Entering Unmasked Estep 
Score: -12675302.000000 Penalty: 5699.027344
	Iteration 17Q: 3 clusters Score -1.26753e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 96976 members 
Entering Unmasked Estep 
Score: -12675398.000000 Penalty: 5699.027344
	Iteration 18Q: 3 clusters Score -1.26754e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 97040 members 
Entering Unmasked Estep 
Score: -12675456.000000 Penalty: 5699.027344
	Iteration 19Q: 3 clusters Score -1.267546e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 97086 members 
Entering Unmasked Estep 
Score: -12675502.000000 Penalty: 5699.027344
	Iteration 20F: 3 clusters Score -1.26755e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 97121 members 
Entering Unmasked Estep 
Score: -12675548.000000 Penalty: 5699.027344
	Iteration 21Q: 3 clusters Score -1.267555e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 97143 members 
Entering Unmasked Estep 
Score: -12675578.000000 Penalty: 5699.027344
	Iteration 22Q: 3 clusters Score -1.267558e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 97157 members 
Entering Unmasked Estep 
Score: -12675579.000000 Penalty: 5699.027344
	Iteration 23Q: 3 clusters Score -1.267558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 97159 members 
Entering Unmasked Estep 
Score: -12675588.000000 Penalty: 5699.027344
	Iteration 24Q: 3 clusters Score -1.267559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 97165 members 
Entering Unmasked Estep 
Score: -12675591.000000 Penalty: 5699.027344
	Iteration 25Q: 3 clusters Score -1.267559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 97171 members 
Entering Unmasked Estep 
Score: -12675606.000000 Penalty: 5699.027344
	Iteration 26Q: 3 clusters Score -1.267561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 97173 members 
Entering Unmasked Estep 
Score: -12675606.000000 Penalty: 5699.027344
	Iteration 27Q: 3 clusters Score -1.267561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 97176 members 
Entering Unmasked Estep 
Score: -12675603.000000 Penalty: 5699.027344
	Iteration 28Q: 3 clusters Score -1.26756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 97179 members 
Entering Unmasked Estep 
Score: -12675596.000000 Penalty: 5699.027344
	Iteration 29Q: 3 clusters Score -1.26756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 97181 members 
Entering Unmasked Estep 
Score: -12675602.000000 Penalty: 5699.027344
	Iteration 30Q: 3 clusters Score -1.26756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 97182 members 
Entering Unmasked Estep 
Score: -12675610.000000 Penalty: 5699.027344
	Iteration 31Q: 3 clusters Score -1.267561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 97184 members 
Entering Unmasked Estep 
Score: -12675609.000000 Penalty: 5699.027344
	Iteration 32Q: 3 clusters Score -1.267561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 97185 members 
Entering Unmasked Estep 
Score: -12675602.000000 Penalty: 5699.027344
	Iteration 33Q: 3 clusters Score -1.26756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 97187 members 
Entering Unmasked Estep 
Score: -12675609.000000 Penalty: 5699.027344
	Iteration 34Q: 3 clusters Score -1.267561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 97187 members 
Entering Unmasked Estep 
Score: -12675615.000000 Penalty: 5699.027344
	Iteration 35Q: 3 clusters Score -1.267562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 97189 members 
Entering Unmasked Estep 
Score: -12675619.000000 Penalty: 5699.027344
	Iteration 36Q: 3 clusters Score -1.267562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 97189 members 
Entering Unmasked Estep 
Score: -12675619.000000 Penalty: 5699.027344
	Iteration 37F: 3 clusters Score -1.267562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -92574.140625 Penalty: 1677.443481
	Iteration 0F: 2 clusters Score -92574.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90823.976562 Penalty: 3354.886963
	Iteration 0F: 3 clusters Score -90823.98 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -91318.312500 Penalty: 3354.886963
	Iteration 1F: 3 clusters Score -91318.31 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91597.312500 Penalty: 3354.886963
	Iteration 2F: 3 clusters Score -91597.31 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91761.812500 Penalty: 3354.886963
	Iteration 3F: 3 clusters Score -91761.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91877.179688 Penalty: 3354.886963
	Iteration 4Q: 3 clusters Score -91877.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -91926.078125 Penalty: 3354.886963
	Iteration 5Q: 3 clusters Score -91926.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -91968.000000 Penalty: 3354.886963
	Iteration 6Q: 3 clusters Score -91968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -92005.671875 Penalty: 3354.886963
	Iteration 7Q: 3 clusters Score -92005.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -92029.164062 Penalty: 3354.886963
	Iteration 8Q: 3 clusters Score -92029.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -92050.023438 Penalty: 3354.886963
	Iteration 9Q: 3 clusters Score -92050.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -92075.132812 Penalty: 3354.886963
	Iteration 10Q: 3 clusters Score -92075.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -92095.765625 Penalty: 3354.886963
	Iteration 11Q: 3 clusters Score -92095.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -92113.773438 Penalty: 3354.886963
	Iteration 12Q: 3 clusters Score -92113.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -92135.976562 Penalty: 3354.886963
	Iteration 13Q: 3 clusters Score -92135.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -92148.539062 Penalty: 3354.886963
	Iteration 14Q: 3 clusters Score -92148.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -92164.523438 Penalty: 3354.886963
	Iteration 15Q: 3 clusters Score -92164.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -92189.398438 Penalty: 3354.886963
	Iteration 16Q: 3 clusters Score -92189.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -92210.164062 Penalty: 3354.886963
	Iteration 17Q: 3 clusters Score -92210.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -92226.156250 Penalty: 3354.886963
	Iteration 18Q: 3 clusters Score -92226.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -92251.468750 Penalty: 3354.886963
	Iteration 19Q: 3 clusters Score -92251.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -92267.039062 Penalty: 3354.886963
	Iteration 20F: 3 clusters Score -92267.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -92277.945312 Penalty: 3354.886963
	Iteration 21Q: 3 clusters Score -92277.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -92286.765625 Penalty: 3354.886963
	Iteration 22Q: 3 clusters Score -92286.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -92286.765625 Penalty: 3354.886963
	Iteration 23F: 3 clusters Score -92286.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Entering Unmasked Estep 
Score: -2499934.500000 Penalty: 2450.065674
	Iteration 0F: 2 clusters Score -2499934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2486238.750000 Penalty: 4900.131348
	Iteration 0F: 3 clusters Score -2486239 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2491093.750000 Penalty: 4900.131348
	Iteration 1F: 3 clusters Score -2491094 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2491821.500000 Penalty: 4900.131348
	Iteration 2F: 3 clusters Score -2491822 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2492639.750000 Penalty: 4900.131348
	Iteration 3F: 3 clusters Score -2492640 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2493446.000000 Penalty: 4900.131348
	Iteration 4F: 3 clusters Score -2493446 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2494193.250000 Penalty: 4900.131348
	Iteration 5F: 3 clusters Score -2494193 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2494843.500000 Penalty: 4900.131348
	Iteration 6F: 3 clusters Score -2494844 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2495392.750000 Penalty: 4900.131348
	Iteration 7Q: 3 clusters Score -2495393 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2495821.500000 Penalty: 4900.131348
	Iteration 8Q: 3 clusters Score -2495822 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2496187.250000 Penalty: 4900.131348
	Iteration 9Q: 3 clusters Score -2496187 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2496537.750000 Penalty: 4900.131348
	Iteration 10Q: 3 clusters Score -2496538 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2496882.250000 Penalty: 4900.131348
	Iteration 11Q: 3 clusters Score -2496882 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2497188.000000 Penalty: 4900.131348
	Iteration 12Q: 3 clusters Score -2497188 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2497431.500000 Penalty: 4900.131348
	Iteration 13Q: 3 clusters Score -2497432 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2497594.750000 Penalty: 4900.131348
	Iteration 14Q: 3 clusters Score -2497595 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2497690.500000 Penalty: 4900.131348
	Iteration 15Q: 3 clusters Score -2497690 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2497769.250000 Penalty: 4900.131348
	Iteration 16Q: 3 clusters Score -2497769 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2497819.000000 Penalty: 4900.131348
	Iteration 17Q: 3 clusters Score -2497819 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2497856.250000 Penalty: 4900.131348
	Iteration 18Q: 3 clusters Score -2497856 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2497883.500000 Penalty: 4900.131348
	Iteration 19Q: 3 clusters Score -2497884 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2497907.000000 Penalty: 4900.131348
	Iteration 20F: 3 clusters Score -2497907 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2497916.500000 Penalty: 4900.131348
	Iteration 21Q: 3 clusters Score -2497916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2497913.750000 Penalty: 4900.131348
	Iteration 22Q: 3 clusters Score -2497914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2497927.000000 Penalty: 4900.131348
	Iteration 23Q: 3 clusters Score -2497927 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2497946.750000 Penalty: 4900.131348
	Iteration 24Q: 3 clusters Score -2497947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2497956.000000 Penalty: 4900.131348
	Iteration 25Q: 3 clusters Score -2497956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2497972.000000 Penalty: 4900.131348
	Iteration 26Q: 3 clusters Score -2497972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2497977.000000 Penalty: 4900.131348
	Iteration 27Q: 3 clusters Score -2497977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2497976.750000 Penalty: 4900.131348
	Iteration 28Q: 3 clusters Score -2497977 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2497985.750000 Penalty: 4900.131348
	Iteration 29Q: 3 clusters Score -2497986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2497999.000000 Penalty: 4900.131348
	Iteration 30Q: 3 clusters Score -2497999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2498010.500000 Penalty: 4900.131348
	Iteration 31Q: 3 clusters Score -2498010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2498030.750000 Penalty: 4900.131348
	Iteration 32Q: 3 clusters Score -2498031 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2498033.500000 Penalty: 4900.131348
	Iteration 33Q: 3 clusters Score -2498034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2498045.000000 Penalty: 4900.131348
	Iteration 34Q: 3 clusters Score -2498045 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2498051.500000 Penalty: 4900.131348
	Iteration 35Q: 3 clusters Score -2498052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2498066.250000 Penalty: 4900.131348
	Iteration 36Q: 3 clusters Score -2498066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2498071.500000 Penalty: 4900.131348
	Iteration 37Q: 3 clusters Score -2498072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2498085.000000 Penalty: 4900.131348
	Iteration 38Q: 3 clusters Score -2498085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2498092.500000 Penalty: 4900.131348
	Iteration 39Q: 3 clusters Score -2498092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2498107.250000 Penalty: 4900.131348
	Iteration 40F: 3 clusters Score -2498107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2498113.750000 Penalty: 4900.131348
	Iteration 41Q: 3 clusters Score -2498114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2498116.000000 Penalty: 4900.131348
	Iteration 42Q: 3 clusters Score -2498116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2498126.750000 Penalty: 4900.131348
	Iteration 43Q: 3 clusters Score -2498127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2498141.000000 Penalty: 4900.131348
	Iteration 44Q: 3 clusters Score -2498141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2498142.750000 Penalty: 4900.131348
	Iteration 45Q: 3 clusters Score -2498143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2498147.750000 Penalty: 4900.131348
	Iteration 46Q: 3 clusters Score -2498148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2498159.500000 Penalty: 4900.131348
	Iteration 47Q: 3 clusters Score -2498160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2498164.750000 Penalty: 4900.131348
	Iteration 48Q: 3 clusters Score -2498165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2498179.250000 Penalty: 4900.131348
	Iteration 49Q: 3 clusters Score -2498179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2498186.250000 Penalty: 4900.131348
	Iteration 50Q: 3 clusters Score -2498186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2498190.500000 Penalty: 4900.131348
	Iteration 51Q: 3 clusters Score -2498190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2498195.000000 Penalty: 4900.131348
	Iteration 52Q: 3 clusters Score -2498195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2498204.000000 Penalty: 4900.131348
	Iteration 53Q: 3 clusters Score -2498204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2498208.500000 Penalty: 4900.131348
	Iteration 54Q: 3 clusters Score -2498208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2498218.000000 Penalty: 4900.131348
	Iteration 55Q: 3 clusters Score -2498218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2498230.250000 Penalty: 4900.131348
	Iteration 56Q: 3 clusters Score -2498230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2498233.750000 Penalty: 4900.131348
	Iteration 57Q: 3 clusters Score -2498234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2498244.000000 Penalty: 4900.131348
	Iteration 58Q: 3 clusters Score -2498244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2498259.250000 Penalty: 4900.131348
	Iteration 59Q: 3 clusters Score -2498259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2498274.500000 Penalty: 4900.131348
	Iteration 60F: 3 clusters Score -2498274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2498291.750000 Penalty: 4900.131348
	Iteration 61Q: 3 clusters Score -2498292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2498308.250000 Penalty: 4900.131348
	Iteration 62Q: 3 clusters Score -2498308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2498339.250000 Penalty: 4900.131348
	Iteration 63Q: 3 clusters Score -2498339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2498358.000000 Penalty: 4900.131348
	Iteration 64Q: 3 clusters Score -2498358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2498381.000000 Penalty: 4900.131348
	Iteration 65Q: 3 clusters Score -2498381 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2498402.750000 Penalty: 4900.131348
	Iteration 66Q: 3 clusters Score -2498403 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2498417.500000 Penalty: 4900.131348
	Iteration 67Q: 3 clusters Score -2498418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2498439.500000 Penalty: 4900.131348
	Iteration 68Q: 3 clusters Score -2498440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2498450.000000 Penalty: 4900.131348
	Iteration 69Q: 3 clusters Score -2498450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2498465.750000 Penalty: 4900.131348
	Iteration 70Q: 3 clusters Score -2498466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2498468.750000 Penalty: 4900.131348
	Iteration 71Q: 3 clusters Score -2498469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2498472.000000 Penalty: 4900.131348
	Iteration 72Q: 3 clusters Score -2498472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2498477.000000 Penalty: 4900.131348
	Iteration 73Q: 3 clusters Score -2498477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2498483.250000 Penalty: 4900.131348
	Iteration 74Q: 3 clusters Score -2498483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2498483.500000 Penalty: 4900.131348
	Iteration 75Q: 3 clusters Score -2498484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2498485.250000 Penalty: 4900.131348
	Iteration 76Q: 3 clusters Score -2498485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2498483.500000 Penalty: 4900.131348
	Iteration 77Q: 3 clusters Score -2498484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2498483.500000 Penalty: 4900.131348
	Iteration 78F: 3 clusters Score -2498484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62128 members 
Entering Unmasked Estep 
Score: -8057919.500000 Penalty: 2737.164062
	Iteration 0F: 2 clusters Score -8057920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -8016266.500000 Penalty: 5474.328125
	Iteration 0F: 3 clusters Score -8016266 nChanged 28889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -8032546.000000 Penalty: 5474.328125
	Iteration 1F: 3 clusters Score -8032546 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -8033196.000000 Penalty: 5474.328125
	Iteration 2Q: 3 clusters Score -8033196 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -8033833.000000 Penalty: 5474.328125
	Iteration 3Q: 3 clusters Score -8033833 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -8034708.000000 Penalty: 5474.328125
	Iteration 4Q: 3 clusters Score -8034708 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -8035909.000000 Penalty: 5474.328125
	Iteration 5Q: 3 clusters Score -8035909 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -8037408.500000 Penalty: 5474.328125
	Iteration 6F: 3 clusters Score -8037408 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -8039248.000000 Penalty: 5474.328125
	Iteration 7F: 3 clusters Score -8039248 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -8041254.000000 Penalty: 5474.328125
	Iteration 8F: 3 clusters Score -8041254 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -8043461.000000 Penalty: 5474.328125
	Iteration 9F: 3 clusters Score -8043461 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -8045624.500000 Penalty: 5474.328125
	Iteration 10F: 3 clusters Score -8045624 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -8047770.000000 Penalty: 5474.328125
	Iteration 11Q: 3 clusters Score -8047770 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -8049702.000000 Penalty: 5474.328125
	Iteration 12Q: 3 clusters Score -8049702 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -8051238.000000 Penalty: 5474.328125
	Iteration 13Q: 3 clusters Score -8051238 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -8052284.500000 Penalty: 5474.328125
	Iteration 14Q: 3 clusters Score -8052284 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -8052931.500000 Penalty: 5474.328125
	Iteration 15Q: 3 clusters Score -8052932 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -8053344.500000 Penalty: 5474.328125
	Iteration 16Q: 3 clusters Score -8053344 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -8053702.500000 Penalty: 5474.328125
	Iteration 17Q: 3 clusters Score -8053702 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
Score: -8053963.500000 Penalty: 5474.328125
	Iteration 18Q: 3 clusters Score -8053964 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -8054110.000000 Penalty: 5474.328125
	Iteration 19Q: 3 clusters Score -8054110 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -8054276.500000 Penalty: 5474.328125
	Iteration 20F: 3 clusters Score -8054276 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -8054432.500000 Penalty: 5474.328125
	Iteration 21Q: 3 clusters Score -8054432 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -8054572.000000 Penalty: 5474.328125
	Iteration 22Q: 3 clusters Score -8054572 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 56245 members 
Entering Unmasked Estep 
Score: -8054704.500000 Penalty: 5474.328125
	Iteration 23Q: 3 clusters Score -8054704 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -8054808.000000 Penalty: 5474.328125
	Iteration 24Q: 3 clusters Score -8054808 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 56868 members 
Entering Unmasked Estep 
Score: -8054901.000000 Penalty: 5474.328125
	Iteration 25Q: 3 clusters Score -8054901 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -8054973.500000 Penalty: 5474.328125
	Iteration 26Q: 3 clusters Score -8054974 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 57414 members 
Entering Unmasked Estep 
Score: -8055060.500000 Penalty: 5474.328125
	Iteration 27Q: 3 clusters Score -8055060 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -8055136.500000 Penalty: 5474.328125
	Iteration 28Q: 3 clusters Score -8055136 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -8055208.000000 Penalty: 5474.328125
	Iteration 29Q: 3 clusters Score -8055208 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
Score: -8055243.000000 Penalty: 5474.328125
	Iteration 30Q: 3 clusters Score -8055243 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -8055311.000000 Penalty: 5474.328125
	Iteration 31Q: 3 clusters Score -8055311 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -8055365.000000 Penalty: 5474.328125
	Iteration 32Q: 3 clusters Score -8055365 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -8055411.500000 Penalty: 5474.328125
	Iteration 33Q: 3 clusters Score -8055412 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 58751 members 
Entering Unmasked Estep 
Score: -8055443.000000 Penalty: 5474.328125
	Iteration 34Q: 3 clusters Score -8055443 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 58855 members 
Entering Unmasked Estep 
Score: -8055471.500000 Penalty: 5474.328125
	Iteration 35Q: 3 clusters Score -8055472 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 58957 members 
Entering Unmasked Estep 
Score: -8055509.500000 Penalty: 5474.328125
	Iteration 36Q: 3 clusters Score -8055510 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 59060 members 
Entering Unmasked Estep 
Score: -8055543.500000 Penalty: 5474.328125
	Iteration 37Q: 3 clusters Score -8055544 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -8055548.500000 Penalty: 5474.328125
	Iteration 38Q: 3 clusters Score -8055548 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
Score: -8055574.500000 Penalty: 5474.328125
	Iteration 39Q: 3 clusters Score -8055574 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 59307 members 
Entering Unmasked Estep 
Score: -8055597.000000 Penalty: 5474.328125
	Iteration 40F: 3 clusters Score -8055597 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -8055622.000000 Penalty: 5474.328125
	Iteration 41Q: 3 clusters Score -8055622 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
Score: -8055637.000000 Penalty: 5474.328125
	Iteration 42Q: 3 clusters Score -8055637 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 59510 members 
Entering Unmasked Estep 
Score: -8055663.500000 Penalty: 5474.328125
	Iteration 43Q: 3 clusters Score -8055664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -8055681.000000 Penalty: 5474.328125
	Iteration 44Q: 3 clusters Score -8055681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -8055682.500000 Penalty: 5474.328125
	Iteration 45Q: 3 clusters Score -8055682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -8055691.000000 Penalty: 5474.328125
	Iteration 46Q: 3 clusters Score -8055691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 59655 members 
Entering Unmasked Estep 
Score: -8055697.500000 Penalty: 5474.328125
	Iteration 47Q: 3 clusters Score -8055698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 59682 members 
Entering Unmasked Estep 
Score: -8055719.500000 Penalty: 5474.328125
	Iteration 48Q: 3 clusters Score -8055720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -8055722.000000 Penalty: 5474.328125
	Iteration 49Q: 3 clusters Score -8055722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -8055721.000000 Penalty: 5474.328125
	Iteration 50Q: 3 clusters Score -8055721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -8055730.000000 Penalty: 5474.328125
	Iteration 51Q: 3 clusters Score -8055730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -8055727.500000 Penalty: 5474.328125
	Iteration 52Q: 3 clusters Score -8055728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -8055726.000000 Penalty: 5474.328125
	Iteration 53Q: 3 clusters Score -8055726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
Score: -8055729.500000 Penalty: 5474.328125
	Iteration 54Q: 3 clusters Score -8055730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -8055724.000000 Penalty: 5474.328125
	Iteration 55Q: 3 clusters Score -8055724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -8055719.500000 Penalty: 5474.328125
	Iteration 56Q: 3 clusters Score -8055720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -8055716.500000 Penalty: 5474.328125
	Iteration 57Q: 3 clusters Score -8055716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -8055713.500000 Penalty: 5474.328125
	Iteration 58Q: 3 clusters Score -8055714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -8055724.000000 Penalty: 5474.328125
	Iteration 59Q: 3 clusters Score -8055724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -8055726.500000 Penalty: 5474.328125
	Iteration 60F: 3 clusters Score -8055726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -8055723.500000 Penalty: 5474.328125
	Iteration 61Q: 3 clusters Score -8055724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -8055725.500000 Penalty: 5474.328125
	Iteration 62Q: 3 clusters Score -8055726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 59869 members 
Entering Unmasked Estep 
Score: -8055733.500000 Penalty: 5474.328125
	Iteration 63Q: 3 clusters Score -8055734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -8055731.000000 Penalty: 5474.328125
	Iteration 64Q: 3 clusters Score -8055731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -8055734.000000 Penalty: 5474.328125
	Iteration 65Q: 3 clusters Score -8055734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -8055739.000000 Penalty: 5474.328125
	Iteration 66Q: 3 clusters Score -8055739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 59893 members 
Entering Unmasked Estep 
Score: -8055743.000000 Penalty: 5474.328125
	Iteration 67Q: 3 clusters Score -8055743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -8055746.000000 Penalty: 5474.328125
	Iteration 68Q: 3 clusters Score -8055746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -8055746.000000 Penalty: 5474.328125
	Iteration 69Q: 3 clusters Score -8055746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -8055745.500000 Penalty: 5474.328125
	Iteration 70Q: 3 clusters Score -8055746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -8055743.500000 Penalty: 5474.328125
	Iteration 71Q: 3 clusters Score -8055744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 59922 members 
Entering Unmasked Estep 
Score: -8055748.500000 Penalty: 5474.328125
	Iteration 72Q: 3 clusters Score -8055748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
Score: -8055743.000000 Penalty: 5474.328125
	Iteration 73Q: 3 clusters Score -8055743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -8055752.000000 Penalty: 5474.328125
	Iteration 74Q: 3 clusters Score -8055752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -8055752.000000 Penalty: 5474.328125
	Iteration 75F: 3 clusters Score -8055752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Entering Unmasked Estep 
Score: -1882201.250000 Penalty: 2374.061523
	Iteration 0F: 2 clusters Score -1882201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1871724.000000 Penalty: 4748.123047
	Iteration 0F: 3 clusters Score -1871724 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1874892.625000 Penalty: 4748.123047
	Iteration 1F: 3 clusters Score -1874893 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1875219.500000 Penalty: 4748.123047
	Iteration 2F: 3 clusters Score -1875220 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1875473.625000 Penalty: 4748.123047
	Iteration 3Q: 3 clusters Score -1875474 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1875705.750000 Penalty: 4748.123047
	Iteration 4Q: 3 clusters Score -1875706 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1875951.375000 Penalty: 4748.123047
	Iteration 5Q: 3 clusters Score -1875951 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1876269.125000 Penalty: 4748.123047
	Iteration 6Q: 3 clusters Score -1876269 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1876690.500000 Penalty: 4748.123047
	Iteration 7F: 3 clusters Score -1876690 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1877202.125000 Penalty: 4748.123047
	Iteration 8F: 3 clusters Score -1877202 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1877857.250000 Penalty: 4748.123047
	Iteration 9F: 3 clusters Score -1877857 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1878521.125000 Penalty: 4748.123047
	Iteration 10F: 3 clusters Score -1878521 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1879105.000000 Penalty: 4748.123047
	Iteration 11Q: 3 clusters Score -1879105 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1879543.625000 Penalty: 4748.123047
	Iteration 12Q: 3 clusters Score -1879544 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1879801.375000 Penalty: 4748.123047
	Iteration 13Q: 3 clusters Score -1879801 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1879912.625000 Penalty: 4748.123047
	Iteration 14Q: 3 clusters Score -1879913 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1880014.250000 Penalty: 4748.123047
	Iteration 15Q: 3 clusters Score -1880014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1880069.625000 Penalty: 4748.123047
	Iteration 16Q: 3 clusters Score -1880070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1880112.250000 Penalty: 4748.123047
	Iteration 17Q: 3 clusters Score -1880112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1880141.875000 Penalty: 4748.123047
	Iteration 18Q: 3 clusters Score -1880142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1880169.125000 Penalty: 4748.123047
	Iteration 19Q: 3 clusters Score -1880169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1880180.875000 Penalty: 4748.123047
	Iteration 20F: 3 clusters Score -1880181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1880186.625000 Penalty: 4748.123047
	Iteration 21Q: 3 clusters Score -1880187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1880192.250000 Penalty: 4748.123047
	Iteration 22Q: 3 clusters Score -1880192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1880199.375000 Penalty: 4748.123047
	Iteration 23Q: 3 clusters Score -1880199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1880204.375000 Penalty: 4748.123047
	Iteration 24Q: 3 clusters Score -1880204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1880211.875000 Penalty: 4748.123047
	Iteration 25Q: 3 clusters Score -1880212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1880216.625000 Penalty: 4748.123047
	Iteration 26Q: 3 clusters Score -1880217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1880222.875000 Penalty: 4748.123047
	Iteration 27Q: 3 clusters Score -1880223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1880228.500000 Penalty: 4748.123047
	Iteration 28Q: 3 clusters Score -1880228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1880234.875000 Penalty: 4748.123047
	Iteration 29Q: 3 clusters Score -1880235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1880242.500000 Penalty: 4748.123047
	Iteration 30Q: 3 clusters Score -1880242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1880247.375000 Penalty: 4748.123047
	Iteration 31Q: 3 clusters Score -1880247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1880249.000000 Penalty: 4748.123047
	Iteration 32Q: 3 clusters Score -1880249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1880248.750000 Penalty: 4748.123047
	Iteration 33Q: 3 clusters Score -1880249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1880247.875000 Penalty: 4748.123047
	Iteration 34Q: 3 clusters Score -1880248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1880251.500000 Penalty: 4748.123047
	Iteration 35Q: 3 clusters Score -1880252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1880254.750000 Penalty: 4748.123047
	Iteration 36Q: 3 clusters Score -1880255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1880262.500000 Penalty: 4748.123047
	Iteration 37Q: 3 clusters Score -1880262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1880264.500000 Penalty: 4748.123047
	Iteration 38Q: 3 clusters Score -1880264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1880267.000000 Penalty: 4748.123047
	Iteration 39Q: 3 clusters Score -1880267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1880274.375000 Penalty: 4748.123047
	Iteration 40F: 3 clusters Score -1880274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1880283.500000 Penalty: 4748.123047
	Iteration 41Q: 3 clusters Score -1880284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1880290.250000 Penalty: 4748.123047
	Iteration 42Q: 3 clusters Score -1880290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1880297.375000 Penalty: 4748.123047
	Iteration 43Q: 3 clusters Score -1880297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1880309.625000 Penalty: 4748.123047
	Iteration 44Q: 3 clusters Score -1880310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1880312.125000 Penalty: 4748.123047
	Iteration 45Q: 3 clusters Score -1880312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1880314.375000 Penalty: 4748.123047
	Iteration 46Q: 3 clusters Score -1880314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1880315.125000 Penalty: 4748.123047
	Iteration 47Q: 3 clusters Score -1880315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1880315.625000 Penalty: 4748.123047
	Iteration 48Q: 3 clusters Score -1880316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1880315.625000 Penalty: 4748.123047
	Iteration 49F: 3 clusters Score -1880316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Entering Unmasked Estep 
Score: -6154863.000000 Penalty: 2672.591553
	Iteration 0F: 2 clusters Score -6154863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -6122414.000000 Penalty: 5345.183105
	Iteration 0F: 3 clusters Score -6122414 nChanged 22173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -6134793.500000 Penalty: 5345.183105
	Iteration 1F: 3 clusters Score -6134794 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -6135377.500000 Penalty: 5345.183105
	Iteration 2Q: 3 clusters Score -6135378 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -6135989.000000 Penalty: 5345.183105
	Iteration 3Q: 3 clusters Score -6135989 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -6136718.000000 Penalty: 5345.183105
	Iteration 4Q: 3 clusters Score -6136718 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -6137673.000000 Penalty: 5345.183105
	Iteration 5Q: 3 clusters Score -6137673 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -6138938.500000 Penalty: 5345.183105
	Iteration 6Q: 3 clusters Score -6138938 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -6140360.500000 Penalty: 5345.183105
	Iteration 7F: 3 clusters Score -6140360 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -6141774.000000 Penalty: 5345.183105
	Iteration 8F: 3 clusters Score -6141774 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -6143337.000000 Penalty: 5345.183105
	Iteration 9F: 3 clusters Score -6143337 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -6144726.000000 Penalty: 5345.183105
	Iteration 10Q: 3 clusters Score -6144726 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -6145650.000000 Penalty: 5345.183105
	Iteration 11Q: 3 clusters Score -6145650 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -6146243.000000 Penalty: 5345.183105
	Iteration 12Q: 3 clusters Score -6146243 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -6146588.500000 Penalty: 5345.183105
	Iteration 13Q: 3 clusters Score -6146588 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -6146879.500000 Penalty: 5345.183105
	Iteration 14Q: 3 clusters Score -6146880 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -6147132.000000 Penalty: 5345.183105
	Iteration 15Q: 3 clusters Score -6147132 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -6147344.000000 Penalty: 5345.183105
	Iteration 16Q: 3 clusters Score -6147344 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -6147569.000000 Penalty: 5345.183105
	Iteration 17Q: 3 clusters Score -6147569 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -6147827.500000 Penalty: 5345.183105
	Iteration 18Q: 3 clusters Score -6147828 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -6148034.000000 Penalty: 5345.183105
	Iteration 19Q: 3 clusters Score -6148034 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -6148280.000000 Penalty: 5345.183105
	Iteration 20F: 3 clusters Score -6148280 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -6148554.000000 Penalty: 5345.183105
	Iteration 21Q: 3 clusters Score -6148554 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -6148827.000000 Penalty: 5345.183105
	Iteration 22Q: 3 clusters Score -6148827 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -6149056.500000 Penalty: 5345.183105
	Iteration 23Q: 3 clusters Score -6149056 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -6149268.500000 Penalty: 5345.183105
	Iteration 24Q: 3 clusters Score -6149268 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -6149431.500000 Penalty: 5345.183105
	Iteration 25Q: 3 clusters Score -6149432 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -6149544.000000 Penalty: 5345.183105
	Iteration 26Q: 3 clusters Score -6149544 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -6149735.000000 Penalty: 5345.183105
	Iteration 27Q: 3 clusters Score -6149735 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -6149926.000000 Penalty: 5345.183105
	Iteration 28Q: 3 clusters Score -6149926 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -6150041.000000 Penalty: 5345.183105
	Iteration 29Q: 3 clusters Score -6150041 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -6150152.000000 Penalty: 5345.183105
	Iteration 30Q: 3 clusters Score -6150152 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -6150250.500000 Penalty: 5345.183105
	Iteration 31Q: 3 clusters Score -6150250 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -6150297.500000 Penalty: 5345.183105
	Iteration 32Q: 3 clusters Score -6150298 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -6150408.000000 Penalty: 5345.183105
	Iteration 33Q: 3 clusters Score -6150408 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -6150506.500000 Penalty: 5345.183105
	Iteration 34Q: 3 clusters Score -6150506 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -6150585.500000 Penalty: 5345.183105
	Iteration 35Q: 3 clusters Score -6150586 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -6150695.000000 Penalty: 5345.183105
	Iteration 36Q: 3 clusters Score -6150695 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -6150780.000000 Penalty: 5345.183105
	Iteration 37Q: 3 clusters Score -6150780 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -6150873.000000 Penalty: 5345.183105
	Iteration 38Q: 3 clusters Score -6150873 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -6150974.500000 Penalty: 5345.183105
	Iteration 39Q: 3 clusters Score -6150974 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -6151028.000000 Penalty: 5345.183105
	Iteration 40F: 3 clusters Score -6151028 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -6151142.500000 Penalty: 5345.183105
	Iteration 41Q: 3 clusters Score -6151142 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -6151215.500000 Penalty: 5345.183105
	Iteration 42Q: 3 clusters Score -6151216 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -6151302.500000 Penalty: 5345.183105
	Iteration 43Q: 3 clusters Score -6151302 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -6151391.000000 Penalty: 5345.183105
	Iteration 44Q: 3 clusters Score -6151391 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -6151513.500000 Penalty: 5345.183105
	Iteration 45Q: 3 clusters Score -6151514 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -6151608.500000 Penalty: 5345.183105
	Iteration 46Q: 3 clusters Score -6151608 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -6151716.000000 Penalty: 5345.183105
	Iteration 47Q: 3 clusters Score -6151716 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -6151812.500000 Penalty: 5345.183105
	Iteration 48Q: 3 clusters Score -6151812 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -6151891.500000 Penalty: 5345.183105
	Iteration 49Q: 3 clusters Score -6151892 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -6152041.000000 Penalty: 5345.183105
	Iteration 50Q: 3 clusters Score -6152041 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -6152184.500000 Penalty: 5345.183105
	Iteration 51Q: 3 clusters Score -6152184 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -6152338.000000 Penalty: 5345.183105
	Iteration 52Q: 3 clusters Score -6152338 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -6152500.500000 Penalty: 5345.183105
	Iteration 53Q: 3 clusters Score -6152500 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -6152571.500000 Penalty: 5345.183105
	Iteration 54Q: 3 clusters Score -6152572 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -6152651.000000 Penalty: 5345.183105
	Iteration 55Q: 3 clusters Score -6152651 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -6152700.000000 Penalty: 5345.183105
	Iteration 56Q: 3 clusters Score -6152700 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6152742.500000 Penalty: 5345.183105
	Iteration 57Q: 3 clusters Score -6152742 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -6152777.000000 Penalty: 5345.183105
	Iteration 58Q: 3 clusters Score -6152777 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -6152810.000000 Penalty: 5345.183105
	Iteration 59Q: 3 clusters Score -6152810 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -6152847.000000 Penalty: 5345.183105
	Iteration 60F: 3 clusters Score -6152847 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -6152887.500000 Penalty: 5345.183105
	Iteration 61Q: 3 clusters Score -6152888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -6152876.000000 Penalty: 5345.183105
	Iteration 62Q: 3 clusters Score -6152876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6152891.500000 Penalty: 5345.183105
	Iteration 63Q: 3 clusters Score -6152892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6152890.500000 Penalty: 5345.183105
	Iteration 64Q: 3 clusters Score -6152890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6152895.500000 Penalty: 5345.183105
	Iteration 65Q: 3 clusters Score -6152896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6152915.000000 Penalty: 5345.183105
	Iteration 66Q: 3 clusters Score -6152915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6152912.500000 Penalty: 5345.183105
	Iteration 67Q: 3 clusters Score -6152912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6152919.000000 Penalty: 5345.183105
	Iteration 68Q: 3 clusters Score -6152919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6152924.500000 Penalty: 5345.183105
	Iteration 69Q: 3 clusters Score -6152924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6152929.500000 Penalty: 5345.183105
	Iteration 70Q: 3 clusters Score -6152930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6152935.000000 Penalty: 5345.183105
	Iteration 71Q: 3 clusters Score -6152935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6152932.500000 Penalty: 5345.183105
	Iteration 72Q: 3 clusters Score -6152932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6152941.500000 Penalty: 5345.183105
	Iteration 73Q: 3 clusters Score -6152942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6152942.000000 Penalty: 5345.183105
	Iteration 74Q: 3 clusters Score -6152942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6152946.500000 Penalty: 5345.183105
	Iteration 75Q: 3 clusters Score -6152946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6152949.500000 Penalty: 5345.183105
	Iteration 76Q: 3 clusters Score -6152950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6152958.000000 Penalty: 5345.183105
	Iteration 77Q: 3 clusters Score -6152958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6152962.500000 Penalty: 5345.183105
	Iteration 78Q: 3 clusters Score -6152962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6152961.000000 Penalty: 5345.183105
	Iteration 79Q: 3 clusters Score -6152961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6152971.500000 Penalty: 5345.183105
	Iteration 80F: 3 clusters Score -6152972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6152964.500000 Penalty: 5345.183105
	Iteration 81Q: 3 clusters Score -6152964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6152969.000000 Penalty: 5345.183105
	Iteration 82Q: 3 clusters Score -6152969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6152978.000000 Penalty: 5345.183105
	Iteration 83Q: 3 clusters Score -6152978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -6152982.000000 Penalty: 5345.183105
	Iteration 84Q: 3 clusters Score -6152982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6152972.000000 Penalty: 5345.183105
	Iteration 85Q: 3 clusters Score -6152972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -6152972.500000 Penalty: 5345.183105
	Iteration 86Q: 3 clusters Score -6152972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6152974.500000 Penalty: 5345.183105
	Iteration 87Q: 3 clusters Score -6152974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6152975.000000 Penalty: 5345.183105
	Iteration 88Q: 3 clusters Score -6152975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6152982.500000 Penalty: 5345.183105
	Iteration 89Q: 3 clusters Score -6152982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6152986.500000 Penalty: 5345.183105
	Iteration 90Q: 3 clusters Score -6152986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6152990.500000 Penalty: 5345.183105
	Iteration 91Q: 3 clusters Score -6152990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6152991.000000 Penalty: 5345.183105
	Iteration 92Q: 3 clusters Score -6152991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6152992.500000 Penalty: 5345.183105
	Iteration 93Q: 3 clusters Score -6152992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -6152992.500000 Penalty: 5345.183105
	Iteration 94Q: 3 clusters Score -6152992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6152990.500000 Penalty: 5345.183105
	Iteration 95Q: 3 clusters Score -6152990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6152988.000000 Penalty: 5345.183105
	Iteration 96Q: 3 clusters Score -6152988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6152988.000000 Penalty: 5345.183105
	Iteration 97F: 3 clusters Score -6152988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Entering Unmasked Estep 
Score: -3416394.750000 Penalty: 2529.764160
	Iteration 0F: 2 clusters Score -3416395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -3397822.500000 Penalty: 5059.528320
	Iteration 0F: 3 clusters Score -3397822 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3404207.500000 Penalty: 5059.528320
	Iteration 1F: 3 clusters Score -3404208 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3404590.500000 Penalty: 5059.528320
	Iteration 2Q: 3 clusters Score -3404590 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3404943.500000 Penalty: 5059.528320
	Iteration 3Q: 3 clusters Score -3404944 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -3405290.000000 Penalty: 5059.528320
	Iteration 4Q: 3 clusters Score -3405290 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -3405715.750000 Penalty: 5059.528320
	Iteration 5Q: 3 clusters Score -3405716 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -3406207.500000 Penalty: 5059.528320
	Iteration 6Q: 3 clusters Score -3406208 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3406942.750000 Penalty: 5059.528320
	Iteration 7F: 3 clusters Score -3406943 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -3407965.000000 Penalty: 5059.528320
	Iteration 8F: 3 clusters Score -3407965 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -3409350.000000 Penalty: 5059.528320
	Iteration 9F: 3 clusters Score -3409350 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -3411002.750000 Penalty: 5059.528320
	Iteration 10F: 3 clusters Score -3411003 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -3412458.000000 Penalty: 5059.528320
	Iteration 11F: 3 clusters Score -3412458 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -3413322.000000 Penalty: 5059.528320
	Iteration 12Q: 3 clusters Score -3413322 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -3413699.250000 Penalty: 5059.528320
	Iteration 13Q: 3 clusters Score -3413699 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3413907.250000 Penalty: 5059.528320
	Iteration 14Q: 3 clusters Score -3413907 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -3413990.500000 Penalty: 5059.528320
	Iteration 15Q: 3 clusters Score -3413990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3414037.500000 Penalty: 5059.528320
	Iteration 16Q: 3 clusters Score -3414038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3414080.250000 Penalty: 5059.528320
	Iteration 17Q: 3 clusters Score -3414080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3414121.500000 Penalty: 5059.528320
	Iteration 18Q: 3 clusters Score -3414122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3414141.500000 Penalty: 5059.528320
	Iteration 19Q: 3 clusters Score -3414142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3414166.250000 Penalty: 5059.528320
	Iteration 20F: 3 clusters Score -3414166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3414170.750000 Penalty: 5059.528320
	Iteration 21Q: 3 clusters Score -3414171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -3414179.250000 Penalty: 5059.528320
	Iteration 22Q: 3 clusters Score -3414179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -3414183.000000 Penalty: 5059.528320
	Iteration 23Q: 3 clusters Score -3414183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3414188.000000 Penalty: 5059.528320
	Iteration 24Q: 3 clusters Score -3414188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -3414187.500000 Penalty: 5059.528320
	Iteration 25Q: 3 clusters Score -3414188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -3414198.500000 Penalty: 5059.528320
	Iteration 26Q: 3 clusters Score -3414198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3414199.500000 Penalty: 5059.528320
	Iteration 27Q: 3 clusters Score -3414200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -3414200.000000 Penalty: 5059.528320
	Iteration 28Q: 3 clusters Score -3414200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3414202.500000 Penalty: 5059.528320
	Iteration 29Q: 3 clusters Score -3414202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3414202.500000 Penalty: 5059.528320
	Iteration 30F: 3 clusters Score -3414202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Entering Unmasked Estep 
Score: -1650741.625000 Penalty: 2350.163818
	Iteration 0F: 2 clusters Score -1650742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1641085.500000 Penalty: 4700.327637
	Iteration 0F: 3 clusters Score -1641086 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1644237.500000 Penalty: 4700.327637
	Iteration 1F: 3 clusters Score -1644238 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1644797.375000 Penalty: 4700.327637
	Iteration 2F: 3 clusters Score -1644797 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1645313.500000 Penalty: 4700.327637
	Iteration 3F: 3 clusters Score -1645314 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1645861.250000 Penalty: 4700.327637
	Iteration 4F: 3 clusters Score -1645861 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1646489.500000 Penalty: 4700.327637
	Iteration 5F: 3 clusters Score -1646490 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1647203.750000 Penalty: 4700.327637
	Iteration 6F: 3 clusters Score -1647204 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1647852.750000 Penalty: 4700.327637
	Iteration 7F: 3 clusters Score -1647853 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1648361.375000 Penalty: 4700.327637
	Iteration 8Q: 3 clusters Score -1648361 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1648688.250000 Penalty: 4700.327637
	Iteration 9Q: 3 clusters Score -1648688 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1648884.000000 Penalty: 4700.327637
	Iteration 10Q: 3 clusters Score -1648884 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1648990.250000 Penalty: 4700.327637
	Iteration 11Q: 3 clusters Score -1648990 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1649059.125000 Penalty: 4700.327637
	Iteration 12Q: 3 clusters Score -1649059 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1649101.375000 Penalty: 4700.327637
	Iteration 13Q: 3 clusters Score -1649101 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1649122.000000 Penalty: 4700.327637
	Iteration 14Q: 3 clusters Score -1649122 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1649146.750000 Penalty: 4700.327637
	Iteration 15Q: 3 clusters Score -1649147 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1649165.250000 Penalty: 4700.327637
	Iteration 16Q: 3 clusters Score -1649165 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1649178.625000 Penalty: 4700.327637
	Iteration 17Q: 3 clusters Score -1649179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1649179.375000 Penalty: 4700.327637
	Iteration 18Q: 3 clusters Score -1649179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1649187.250000 Penalty: 4700.327637
	Iteration 19Q: 3 clusters Score -1649187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1649193.375000 Penalty: 4700.327637
	Iteration 20F: 3 clusters Score -1649193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1649194.875000 Penalty: 4700.327637
	Iteration 21Q: 3 clusters Score -1649195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1649193.250000 Penalty: 4700.327637
	Iteration 22Q: 3 clusters Score -1649193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1649195.750000 Penalty: 4700.327637
	Iteration 23Q: 3 clusters Score -1649196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1649197.875000 Penalty: 4700.327637
	Iteration 24Q: 3 clusters Score -1649198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1649196.000000 Penalty: 4700.327637
	Iteration 25Q: 3 clusters Score -1649196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1649193.500000 Penalty: 4700.327637
	Iteration 26Q: 3 clusters Score -1649194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1649195.125000 Penalty: 4700.327637
	Iteration 27Q: 3 clusters Score -1649195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1649195.500000 Penalty: 4700.327637
	Iteration 28Q: 3 clusters Score -1649196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1649195.250000 Penalty: 4700.327637
	Iteration 29Q: 3 clusters Score -1649195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1649195.250000 Penalty: 4700.327637
	Iteration 30F: 3 clusters Score -1649195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Entering Unmasked Estep 
Score: -1312922.250000 Penalty: 2302.353516
	Iteration 0F: 2 clusters Score -1312922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1304691.500000 Penalty: 4604.707031
	Iteration 0F: 3 clusters Score -1304692 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1307242.875000 Penalty: 4604.707031
	Iteration 1F: 3 clusters Score -1307243 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1307623.000000 Penalty: 4604.707031
	Iteration 2F: 3 clusters Score -1307623 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1307941.500000 Penalty: 4604.707031
	Iteration 3F: 3 clusters Score -1307942 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1308193.375000 Penalty: 4604.707031
	Iteration 4Q: 3 clusters Score -1308193 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1308457.875000 Penalty: 4604.707031
	Iteration 5Q: 3 clusters Score -1308458 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1308739.875000 Penalty: 4604.707031
	Iteration 6Q: 3 clusters Score -1308740 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1309041.250000 Penalty: 4604.707031
	Iteration 7Q: 3 clusters Score -1309041 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1309282.000000 Penalty: 4604.707031
	Iteration 8Q: 3 clusters Score -1309282 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1309491.625000 Penalty: 4604.707031
	Iteration 9Q: 3 clusters Score -1309492 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1309694.500000 Penalty: 4604.707031
	Iteration 10Q: 3 clusters Score -1309694 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1309867.375000 Penalty: 4604.707031
	Iteration 11Q: 3 clusters Score -1309867 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1310047.000000 Penalty: 4604.707031
	Iteration 12Q: 3 clusters Score -1310047 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1310216.375000 Penalty: 4604.707031
	Iteration 13Q: 3 clusters Score -1310216 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1310375.375000 Penalty: 4604.707031
	Iteration 14Q: 3 clusters Score -1310375 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1310504.625000 Penalty: 4604.707031
	Iteration 15Q: 3 clusters Score -1310505 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1310609.625000 Penalty: 4604.707031
	Iteration 16Q: 3 clusters Score -1310610 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1310701.000000 Penalty: 4604.707031
	Iteration 17Q: 3 clusters Score -1310701 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1310770.000000 Penalty: 4604.707031
	Iteration 18Q: 3 clusters Score -1310770 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1310840.125000 Penalty: 4604.707031
	Iteration 19Q: 3 clusters Score -1310840 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1310896.375000 Penalty: 4604.707031
	Iteration 20F: 3 clusters Score -1310896 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1310944.375000 Penalty: 4604.707031
	Iteration 21Q: 3 clusters Score -1310944 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1310996.500000 Penalty: 4604.707031
	Iteration 22Q: 3 clusters Score -1310996 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1311034.125000 Penalty: 4604.707031
	Iteration 23Q: 3 clusters Score -1311034 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1311063.625000 Penalty: 4604.707031
	Iteration 24Q: 3 clusters Score -1311064 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1311094.750000 Penalty: 4604.707031
	Iteration 25Q: 3 clusters Score -1311095 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1311115.750000 Penalty: 4604.707031
	Iteration 26Q: 3 clusters Score -1311116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1311140.125000 Penalty: 4604.707031
	Iteration 27Q: 3 clusters Score -1311140 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1311154.750000 Penalty: 4604.707031
	Iteration 28Q: 3 clusters Score -1311155 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1311169.250000 Penalty: 4604.707031
	Iteration 29Q: 3 clusters Score -1311169 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1311182.875000 Penalty: 4604.707031
	Iteration 30Q: 3 clusters Score -1311183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1311193.500000 Penalty: 4604.707031
	Iteration 31Q: 3 clusters Score -1311194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1311200.875000 Penalty: 4604.707031
	Iteration 32Q: 3 clusters Score -1311201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1311208.250000 Penalty: 4604.707031
	Iteration 33Q: 3 clusters Score -1311208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1311219.125000 Penalty: 4604.707031
	Iteration 34Q: 3 clusters Score -1311219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1311227.625000 Penalty: 4604.707031
	Iteration 35Q: 3 clusters Score -1311228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1311234.000000 Penalty: 4604.707031
	Iteration 36Q: 3 clusters Score -1311234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1311245.000000 Penalty: 4604.707031
	Iteration 37Q: 3 clusters Score -1311245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1311257.875000 Penalty: 4604.707031
	Iteration 38Q: 3 clusters Score -1311258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1311265.375000 Penalty: 4604.707031
	Iteration 39Q: 3 clusters Score -1311265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1311273.125000 Penalty: 4604.707031
	Iteration 40F: 3 clusters Score -1311273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1311279.500000 Penalty: 4604.707031
	Iteration 41Q: 3 clusters Score -1311280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1311288.625000 Penalty: 4604.707031
	Iteration 42Q: 3 clusters Score -1311289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1311296.000000 Penalty: 4604.707031
	Iteration 43Q: 3 clusters Score -1311296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1311304.625000 Penalty: 4604.707031
	Iteration 44Q: 3 clusters Score -1311305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1311312.000000 Penalty: 4604.707031
	Iteration 45Q: 3 clusters Score -1311312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1311321.875000 Penalty: 4604.707031
	Iteration 46Q: 3 clusters Score -1311322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1311323.750000 Penalty: 4604.707031
	Iteration 47Q: 3 clusters Score -1311324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1311332.250000 Penalty: 4604.707031
	Iteration 48Q: 3 clusters Score -1311332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1311334.500000 Penalty: 4604.707031
	Iteration 49Q: 3 clusters Score -1311334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1311335.250000 Penalty: 4604.707031
	Iteration 50Q: 3 clusters Score -1311335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1311340.000000 Penalty: 4604.707031
	Iteration 51Q: 3 clusters Score -1311340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1311344.500000 Penalty: 4604.707031
	Iteration 52Q: 3 clusters Score -1311344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1311349.500000 Penalty: 4604.707031
	Iteration 53Q: 3 clusters Score -1311350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1311355.875000 Penalty: 4604.707031
	Iteration 54Q: 3 clusters Score -1311356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1311356.875000 Penalty: 4604.707031
	Iteration 55Q: 3 clusters Score -1311357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1311355.875000 Penalty: 4604.707031
	Iteration 56Q: 3 clusters Score -1311356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1311358.000000 Penalty: 4604.707031
	Iteration 57Q: 3 clusters Score -1311358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1311363.500000 Penalty: 4604.707031
	Iteration 58Q: 3 clusters Score -1311364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1311364.000000 Penalty: 4604.707031
	Iteration 59Q: 3 clusters Score -1311364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1311369.250000 Penalty: 4604.707031
	Iteration 60F: 3 clusters Score -1311369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1311372.875000 Penalty: 4604.707031
	Iteration 61Q: 3 clusters Score -1311373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1311377.625000 Penalty: 4604.707031
	Iteration 62Q: 3 clusters Score -1311378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1311381.375000 Penalty: 4604.707031
	Iteration 63Q: 3 clusters Score -1311381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1311387.875000 Penalty: 4604.707031
	Iteration 64Q: 3 clusters Score -1311388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1311390.000000 Penalty: 4604.707031
	Iteration 65Q: 3 clusters Score -1311390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1311395.750000 Penalty: 4604.707031
	Iteration 66Q: 3 clusters Score -1311396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1311398.375000 Penalty: 4604.707031
	Iteration 67Q: 3 clusters Score -1311398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1311398.500000 Penalty: 4604.707031
	Iteration 68Q: 3 clusters Score -1311398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1311399.875000 Penalty: 4604.707031
	Iteration 69Q: 3 clusters Score -1311400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1311399.875000 Penalty: 4604.707031
	Iteration 70F: 3 clusters Score -1311400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -325384.625000 Penalty: 1953.782471
	Iteration 0F: 2 clusters Score -325384.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -322366.250000 Penalty: 3907.564941
	Iteration 0F: 3 clusters Score -322366.2 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -322965.875000 Penalty: 3907.564941
	Iteration 1F: 3 clusters Score -322965.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -323160.812500 Penalty: 3907.564941
	Iteration 2F: 3 clusters Score -323160.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -323333.718750 Penalty: 3907.564941
	Iteration 3F: 3 clusters Score -323333.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -323499.531250 Penalty: 3907.564941
	Iteration 4F: 3 clusters Score -323499.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -323664.062500 Penalty: 3907.564941
	Iteration 5Q: 3 clusters Score -323664.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -323868.000000 Penalty: 3907.564941
	Iteration 6Q: 3 clusters Score -323868 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -324050.843750 Penalty: 3907.564941
	Iteration 7Q: 3 clusters Score -324050.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -324167.062500 Penalty: 3907.564941
	Iteration 8Q: 3 clusters Score -324167.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -324236.875000 Penalty: 3907.564941
	Iteration 9Q: 3 clusters Score -324236.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -324289.906250 Penalty: 3907.564941
	Iteration 10Q: 3 clusters Score -324289.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -324323.687500 Penalty: 3907.564941
	Iteration 11Q: 3 clusters Score -324323.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -324356.812500 Penalty: 3907.564941
	Iteration 12Q: 3 clusters Score -324356.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -324393.531250 Penalty: 3907.564941
	Iteration 13Q: 3 clusters Score -324393.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -324417.000000 Penalty: 3907.564941
	Iteration 14Q: 3 clusters Score -324417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -324431.031250 Penalty: 3907.564941
	Iteration 15Q: 3 clusters Score -324431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -324444.781250 Penalty: 3907.564941
	Iteration 16Q: 3 clusters Score -324444.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -324469.718750 Penalty: 3907.564941
	Iteration 17Q: 3 clusters Score -324469.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -324515.437500 Penalty: 3907.564941
	Iteration 18Q: 3 clusters Score -324515.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -324551.656250 Penalty: 3907.564941
	Iteration 19Q: 3 clusters Score -324551.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -324578.218750 Penalty: 3907.564941
	Iteration 20F: 3 clusters Score -324578.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -324614.343750 Penalty: 3907.564941
	Iteration 21Q: 3 clusters Score -324614.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -324647.812500 Penalty: 3907.564941
	Iteration 22Q: 3 clusters Score -324647.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -324689.500000 Penalty: 3907.564941
	Iteration 23Q: 3 clusters Score -324689.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -324719.812500 Penalty: 3907.564941
	Iteration 24Q: 3 clusters Score -324719.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -324756.875000 Penalty: 3907.564941
	Iteration 25Q: 3 clusters Score -324756.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -324796.750000 Penalty: 3907.564941
	Iteration 26Q: 3 clusters Score -324796.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -324820.625000 Penalty: 3907.564941
	Iteration 27Q: 3 clusters Score -324820.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -324831.125000 Penalty: 3907.564941
	Iteration 28Q: 3 clusters Score -324831.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -324834.562500 Penalty: 3907.564941
	Iteration 29Q: 3 clusters Score -324834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -324835.843750 Penalty: 3907.564941
	Iteration 30Q: 3 clusters Score -324835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -324835.593750 Penalty: 3907.564941
	Iteration 31Q: 3 clusters Score -324835.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -324835.593750 Penalty: 3907.564941
	Iteration 32F: 3 clusters Score -324835.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Entering Unmasked Estep 
Score: -677898.312500 Penalty: 2154.150635
	Iteration 0F: 2 clusters Score -677898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -672864.250000 Penalty: 4308.301270
	Iteration 0F: 3 clusters Score -672864.2 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -674239.312500 Penalty: 4308.301270
	Iteration 1F: 3 clusters Score -674239.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -674545.875000 Penalty: 4308.301270
	Iteration 2F: 3 clusters Score -674545.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -674772.625000 Penalty: 4308.301270
	Iteration 3F: 3 clusters Score -674772.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -674973.562500 Penalty: 4308.301270
	Iteration 4Q: 3 clusters Score -674973.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -675194.875000 Penalty: 4308.301270
	Iteration 5Q: 3 clusters Score -675194.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -675349.250000 Penalty: 4308.301270
	Iteration 6Q: 3 clusters Score -675349.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -675463.562500 Penalty: 4308.301270
	Iteration 7Q: 3 clusters Score -675463.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -675566.187500 Penalty: 4308.301270
	Iteration 8Q: 3 clusters Score -675566.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -675661.687500 Penalty: 4308.301270
	Iteration 9Q: 3 clusters Score -675661.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -675740.562500 Penalty: 4308.301270
	Iteration 10Q: 3 clusters Score -675740.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -675808.312500 Penalty: 4308.301270
	Iteration 11Q: 3 clusters Score -675808.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -675858.500000 Penalty: 4308.301270
	Iteration 12Q: 3 clusters Score -675858.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -675902.437500 Penalty: 4308.301270
	Iteration 13Q: 3 clusters Score -675902.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -675938.687500 Penalty: 4308.301270
	Iteration 14Q: 3 clusters Score -675938.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -675965.750000 Penalty: 4308.301270
	Iteration 15Q: 3 clusters Score -675965.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -675991.750000 Penalty: 4308.301270
	Iteration 16Q: 3 clusters Score -675991.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -676020.312500 Penalty: 4308.301270
	Iteration 17Q: 3 clusters Score -676020.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -676033.000000 Penalty: 4308.301270
	Iteration 18Q: 3 clusters Score -676033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -676042.750000 Penalty: 4308.301270
	Iteration 19Q: 3 clusters Score -676042.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -676059.000000 Penalty: 4308.301270
	Iteration 20F: 3 clusters Score -676059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -676067.812500 Penalty: 4308.301270
	Iteration 21Q: 3 clusters Score -676067.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -676077.250000 Penalty: 4308.301270
	Iteration 22Q: 3 clusters Score -676077.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -676081.562500 Penalty: 4308.301270
	Iteration 23Q: 3 clusters Score -676081.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -676083.750000 Penalty: 4308.301270
	Iteration 24Q: 3 clusters Score -676083.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -676086.250000 Penalty: 4308.301270
	Iteration 25Q: 3 clusters Score -676086.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -676089.187500 Penalty: 4308.301270
	Iteration 26Q: 3 clusters Score -676089.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -676094.687500 Penalty: 4308.301270
	Iteration 27Q: 3 clusters Score -676094.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -676098.187500 Penalty: 4308.301270
	Iteration 28Q: 3 clusters Score -676098.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -676100.812500 Penalty: 4308.301270
	Iteration 29Q: 3 clusters Score -676100.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -676103.625000 Penalty: 4308.301270
	Iteration 30Q: 3 clusters Score -676103.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -676105.187500 Penalty: 4308.301270
	Iteration 31Q: 3 clusters Score -676105.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -676106.812500 Penalty: 4308.301270
	Iteration 32Q: 3 clusters Score -676106.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -676108.750000 Penalty: 4308.301270
	Iteration 33Q: 3 clusters Score -676108.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -676111.187500 Penalty: 4308.301270
	Iteration 34Q: 3 clusters Score -676111.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -676112.250000 Penalty: 4308.301270
	Iteration 35Q: 3 clusters Score -676112.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -676112.750000 Penalty: 4308.301270
	Iteration 36Q: 3 clusters Score -676112.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -676116.062500 Penalty: 4308.301270
	Iteration 37Q: 3 clusters Score -676116.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -676119.812500 Penalty: 4308.301270
	Iteration 38Q: 3 clusters Score -676119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -676119.250000 Penalty: 4308.301270
	Iteration 39Q: 3 clusters Score -676119.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -676122.187500 Penalty: 4308.301270
	Iteration 40F: 3 clusters Score -676122.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -676124.875000 Penalty: 4308.301270
	Iteration 41Q: 3 clusters Score -676124.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -676127.375000 Penalty: 4308.301270
	Iteration 42Q: 3 clusters Score -676127.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -676130.562500 Penalty: 4308.301270
	Iteration 43Q: 3 clusters Score -676130.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -676133.312500 Penalty: 4308.301270
	Iteration 44Q: 3 clusters Score -676133.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -676132.625000 Penalty: 4308.301270
	Iteration 45Q: 3 clusters Score -676132.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -676134.500000 Penalty: 4308.301270
	Iteration 46Q: 3 clusters Score -676134.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -676136.562500 Penalty: 4308.301270
	Iteration 47Q: 3 clusters Score -676136.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -676139.125000 Penalty: 4308.301270
	Iteration 48Q: 3 clusters Score -676139.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -676139.812500 Penalty: 4308.301270
	Iteration 49Q: 3 clusters Score -676139.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -676144.500000 Penalty: 4308.301270
	Iteration 50Q: 3 clusters Score -676144.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -676147.812500 Penalty: 4308.301270
	Iteration 51Q: 3 clusters Score -676147.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -676151.625000 Penalty: 4308.301270
	Iteration 52Q: 3 clusters Score -676151.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -676155.687500 Penalty: 4308.301270
	Iteration 53Q: 3 clusters Score -676155.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -676158.437500 Penalty: 4308.301270
	Iteration 54Q: 3 clusters Score -676158.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -676162.437500 Penalty: 4308.301270
	Iteration 55Q: 3 clusters Score -676162.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -676165.062500 Penalty: 4308.301270
	Iteration 56Q: 3 clusters Score -676165.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -676167.437500 Penalty: 4308.301270
	Iteration 57Q: 3 clusters Score -676167.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -676171.687500 Penalty: 4308.301270
	Iteration 58Q: 3 clusters Score -676171.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -676174.250000 Penalty: 4308.301270
	Iteration 59Q: 3 clusters Score -676174.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -676180.625000 Penalty: 4308.301270
	Iteration 60F: 3 clusters Score -676180.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -676183.750000 Penalty: 4308.301270
	Iteration 61Q: 3 clusters Score -676183.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -676187.250000 Penalty: 4308.301270
	Iteration 62Q: 3 clusters Score -676187.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -676193.187500 Penalty: 4308.301270
	Iteration 63Q: 3 clusters Score -676193.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -676197.375000 Penalty: 4308.301270
	Iteration 64Q: 3 clusters Score -676197.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -676199.312500 Penalty: 4308.301270
	Iteration 65Q: 3 clusters Score -676199.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -676205.437500 Penalty: 4308.301270
	Iteration 66Q: 3 clusters Score -676205.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -676211.312500 Penalty: 4308.301270
	Iteration 67Q: 3 clusters Score -676211.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -676215.812500 Penalty: 4308.301270
	Iteration 68Q: 3 clusters Score -676215.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -676222.750000 Penalty: 4308.301270
	Iteration 69Q: 3 clusters Score -676222.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -676224.875000 Penalty: 4308.301270
	Iteration 70Q: 3 clusters Score -676224.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -676226.812500 Penalty: 4308.301270
	Iteration 71Q: 3 clusters Score -676226.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -676231.312500 Penalty: 4308.301270
	Iteration 72Q: 3 clusters Score -676231.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -676233.687500 Penalty: 4308.301270
	Iteration 73Q: 3 clusters Score -676233.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -676237.375000 Penalty: 4308.301270
	Iteration 74Q: 3 clusters Score -676237.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -676237.437500 Penalty: 4308.301270
	Iteration 75Q: 3 clusters Score -676237.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -676240.687500 Penalty: 4308.301270
	Iteration 76Q: 3 clusters Score -676240.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -676241.687500 Penalty: 4308.301270
	Iteration 77Q: 3 clusters Score -676241.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -676244.875000 Penalty: 4308.301270
	Iteration 78Q: 3 clusters Score -676244.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -676249.187500 Penalty: 4308.301270
	Iteration 79Q: 3 clusters Score -676249.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -676254.437500 Penalty: 4308.301270
	Iteration 80F: 3 clusters Score -676254.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -676257.625000 Penalty: 4308.301270
	Iteration 81Q: 3 clusters Score -676257.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -676261.375000 Penalty: 4308.301270
	Iteration 82Q: 3 clusters Score -676261.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -676267.062500 Penalty: 4308.301270
	Iteration 83Q: 3 clusters Score -676267.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -676273.625000 Penalty: 4308.301270
	Iteration 84Q: 3 clusters Score -676273.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -676280.625000 Penalty: 4308.301270
	Iteration 85Q: 3 clusters Score -676280.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -676286.937500 Penalty: 4308.301270
	Iteration 86Q: 3 clusters Score -676286.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -676290.812500 Penalty: 4308.301270
	Iteration 87Q: 3 clusters Score -676290.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -676293.625000 Penalty: 4308.301270
	Iteration 88Q: 3 clusters Score -676293.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -676292.812500 Penalty: 4308.301270
	Iteration 89Q: 3 clusters Score -676292.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -676295.625000 Penalty: 4308.301270
	Iteration 90Q: 3 clusters Score -676295.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -676300.375000 Penalty: 4308.301270
	Iteration 91Q: 3 clusters Score -676300.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -676304.812500 Penalty: 4308.301270
	Iteration 92Q: 3 clusters Score -676304.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -676309.000000 Penalty: 4308.301270
	Iteration 93Q: 3 clusters Score -676309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -676315.437500 Penalty: 4308.301270
	Iteration 94Q: 3 clusters Score -676315.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -676326.125000 Penalty: 4308.301270
	Iteration 95Q: 3 clusters Score -676326.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -676336.125000 Penalty: 4308.301270
	Iteration 96Q: 3 clusters Score -676336.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -676342.875000 Penalty: 4308.301270
	Iteration 97Q: 3 clusters Score -676342.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -676349.125000 Penalty: 4308.301270
	Iteration 98Q: 3 clusters Score -676349.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -676360.000000 Penalty: 4308.301270
	Iteration 99Q: 3 clusters Score -676360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -676376.187500 Penalty: 4308.301270
	Iteration 100F: 3 clusters Score -676376.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -676399.500000 Penalty: 4308.301270
	Iteration 101Q: 3 clusters Score -676399.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -676435.312500 Penalty: 4308.301270
	Iteration 102Q: 3 clusters Score -676435.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -676472.687500 Penalty: 4308.301270
	Iteration 103Q: 3 clusters Score -676472.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -676500.937500 Penalty: 4308.301270
	Iteration 104Q: 3 clusters Score -676500.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -676535.750000 Penalty: 4308.301270
	Iteration 105Q: 3 clusters Score -676535.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -676566.750000 Penalty: 4308.301270
	Iteration 106Q: 3 clusters Score -676566.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -676596.312500 Penalty: 4308.301270
	Iteration 107Q: 3 clusters Score -676596.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -676622.375000 Penalty: 4308.301270
	Iteration 108Q: 3 clusters Score -676622.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -676645.937500 Penalty: 4308.301270
	Iteration 109Q: 3 clusters Score -676645.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -676663.875000 Penalty: 4308.301270
	Iteration 110Q: 3 clusters Score -676663.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -676680.125000 Penalty: 4308.301270
	Iteration 111Q: 3 clusters Score -676680.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -676690.250000 Penalty: 4308.301270
	Iteration 112Q: 3 clusters Score -676690.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -676703.812500 Penalty: 4308.301270
	Iteration 113Q: 3 clusters Score -676703.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -676720.312500 Penalty: 4308.301270
	Iteration 114Q: 3 clusters Score -676720.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -676729.812500 Penalty: 4308.301270
	Iteration 115Q: 3 clusters Score -676729.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -676743.625000 Penalty: 4308.301270
	Iteration 116Q: 3 clusters Score -676743.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -676754.062500 Penalty: 4308.301270
	Iteration 117Q: 3 clusters Score -676754.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -676761.937500 Penalty: 4308.301270
	Iteration 118Q: 3 clusters Score -676761.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -676774.625000 Penalty: 4308.301270
	Iteration 119Q: 3 clusters Score -676774.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -676794.312500 Penalty: 4308.301270
	Iteration 120F: 3 clusters Score -676794.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -676817.062500 Penalty: 4308.301270
	Iteration 121Q: 3 clusters Score -676817.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -676828.937500 Penalty: 4308.301270
	Iteration 122Q: 3 clusters Score -676828.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -676843.375000 Penalty: 4308.301270
	Iteration 123Q: 3 clusters Score -676843.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -676859.250000 Penalty: 4308.301270
	Iteration 124Q: 3 clusters Score -676859.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -676876.750000 Penalty: 4308.301270
	Iteration 125Q: 3 clusters Score -676876.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -676894.062500 Penalty: 4308.301270
	Iteration 126Q: 3 clusters Score -676894.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -676903.937500 Penalty: 4308.301270
	Iteration 127Q: 3 clusters Score -676903.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -676914.375000 Penalty: 4308.301270
	Iteration 128Q: 3 clusters Score -676914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -676922.312500 Penalty: 4308.301270
	Iteration 129Q: 3 clusters Score -676922.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -676927.625000 Penalty: 4308.301270
	Iteration 130Q: 3 clusters Score -676927.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -676930.062500 Penalty: 4308.301270
	Iteration 131Q: 3 clusters Score -676930.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -676931.437500 Penalty: 4308.301270
	Iteration 132Q: 3 clusters Score -676931.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -676935.000000 Penalty: 4308.301270
	Iteration 133Q: 3 clusters Score -676935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -676939.937500 Penalty: 4308.301270
	Iteration 134Q: 3 clusters Score -676939.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -676939.687500 Penalty: 4308.301270
	Iteration 135Q: 3 clusters Score -676939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -676941.250000 Penalty: 4308.301270
	Iteration 136Q: 3 clusters Score -676941.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -676944.875000 Penalty: 4308.301270
	Iteration 137Q: 3 clusters Score -676944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -676945.625000 Penalty: 4308.301270
	Iteration 138Q: 3 clusters Score -676945.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -676946.125000 Penalty: 4308.301270
	Iteration 139Q: 3 clusters Score -676946.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -676947.000000 Penalty: 4308.301270
	Iteration 140F: 3 clusters Score -676947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -676948.687500 Penalty: 4308.301270
	Iteration 141Q: 3 clusters Score -676948.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -676950.062500 Penalty: 4308.301270
	Iteration 142Q: 3 clusters Score -676950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -676950.125000 Penalty: 4308.301270
	Iteration 143Q: 3 clusters Score -676950.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -676956.125000 Penalty: 4308.301270
	Iteration 144Q: 3 clusters Score -676956.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -676959.937500 Penalty: 4308.301270
	Iteration 145Q: 3 clusters Score -676959.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -676960.875000 Penalty: 4308.301270
	Iteration 146Q: 3 clusters Score -676960.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -676961.500000 Penalty: 4308.301270
	Iteration 147Q: 3 clusters Score -676961.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -676961.500000 Penalty: 4308.301270
	Iteration 148F: 3 clusters Score -676961.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -122396.421875 Penalty: 1718.034424
	Iteration 0F: 2 clusters Score -122396.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -120443.890625 Penalty: 3436.068848
	Iteration 0F: 3 clusters Score -120443.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -120735.921875 Penalty: 3436.068848
	Iteration 1F: 3 clusters Score -120735.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -120831.664062 Penalty: 3436.068848
	Iteration 2F: 3 clusters Score -120831.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -120877.546875 Penalty: 3436.068848
	Iteration 3Q: 3 clusters Score -120877.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -120904.726562 Penalty: 3436.068848
	Iteration 4Q: 3 clusters Score -120904.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -120944.117188 Penalty: 3436.068848
	Iteration 5Q: 3 clusters Score -120944.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -120999.453125 Penalty: 3436.068848
	Iteration 6Q: 3 clusters Score -120999.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -121043.117188 Penalty: 3436.068848
	Iteration 7Q: 3 clusters Score -121043.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -121062.507812 Penalty: 3436.068848
	Iteration 8Q: 3 clusters Score -121062.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -121082.421875 Penalty: 3436.068848
	Iteration 9Q: 3 clusters Score -121082.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -121102.625000 Penalty: 3436.068848
	Iteration 10Q: 3 clusters Score -121102.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -121113.492188 Penalty: 3436.068848
	Iteration 11Q: 3 clusters Score -121113.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -121126.242188 Penalty: 3436.068848
	Iteration 12Q: 3 clusters Score -121126.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -121135.937500 Penalty: 3436.068848
	Iteration 13Q: 3 clusters Score -121135.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -121143.429688 Penalty: 3436.068848
	Iteration 14Q: 3 clusters Score -121143.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -121149.015625 Penalty: 3436.068848
	Iteration 15Q: 3 clusters Score -121149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -121152.679688 Penalty: 3436.068848
	Iteration 16Q: 3 clusters Score -121152.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -121160.992188 Penalty: 3436.068848
	Iteration 17Q: 3 clusters Score -121161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -121174.648438 Penalty: 3436.068848
	Iteration 18Q: 3 clusters Score -121174.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -121182.070312 Penalty: 3436.068848
	Iteration 19Q: 3 clusters Score -121182.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -121185.882812 Penalty: 3436.068848
	Iteration 20F: 3 clusters Score -121185.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -121187.046875 Penalty: 3436.068848
	Iteration 21Q: 3 clusters Score -121187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -121188.281250 Penalty: 3436.068848
	Iteration 22Q: 3 clusters Score -121188.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -121189.828125 Penalty: 3436.068848
	Iteration 23Q: 3 clusters Score -121189.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -121191.304688 Penalty: 3436.068848
	Iteration 24Q: 3 clusters Score -121191.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -121195.539062 Penalty: 3436.068848
	Iteration 25Q: 3 clusters Score -121195.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -121199.109375 Penalty: 3436.068848
	Iteration 26Q: 3 clusters Score -121199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -121202.625000 Penalty: 3436.068848
	Iteration 27Q: 3 clusters Score -121202.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -121205.867188 Penalty: 3436.068848
	Iteration 28Q: 3 clusters Score -121205.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -121207.437500 Penalty: 3436.068848
	Iteration 29Q: 3 clusters Score -121207.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -121208.328125 Penalty: 3436.068848
	Iteration 30Q: 3 clusters Score -121208.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -121209.546875 Penalty: 3436.068848
	Iteration 31Q: 3 clusters Score -121209.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -121209.546875 Penalty: 3436.068848
	Iteration 32F: 3 clusters Score -121209.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Entering Unmasked Estep 
Score: -2493924.750000 Penalty: 2444.918457
	Iteration 0F: 2 clusters Score -2493925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2480383.000000 Penalty: 4889.836914
	Iteration 0F: 3 clusters Score -2480383 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2484912.000000 Penalty: 4889.836914
	Iteration 1F: 3 clusters Score -2484912 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2485304.750000 Penalty: 4889.836914
	Iteration 2F: 3 clusters Score -2485305 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2485625.000000 Penalty: 4889.836914
	Iteration 3Q: 3 clusters Score -2485625 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2485939.250000 Penalty: 4889.836914
	Iteration 4Q: 3 clusters Score -2485939 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2486298.250000 Penalty: 4889.836914
	Iteration 5Q: 3 clusters Score -2486298 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2486786.500000 Penalty: 4889.836914
	Iteration 6Q: 3 clusters Score -2486786 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2487438.000000 Penalty: 4889.836914
	Iteration 7F: 3 clusters Score -2487438 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2488279.250000 Penalty: 4889.836914
	Iteration 8F: 3 clusters Score -2488279 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2489220.750000 Penalty: 4889.836914
	Iteration 9F: 3 clusters Score -2489221 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2490190.750000 Penalty: 4889.836914
	Iteration 10F: 3 clusters Score -2490191 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2490948.000000 Penalty: 4889.836914
	Iteration 11Q: 3 clusters Score -2490948 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2491521.750000 Penalty: 4889.836914
	Iteration 12Q: 3 clusters Score -2491522 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2491844.000000 Penalty: 4889.836914
	Iteration 13Q: 3 clusters Score -2491844 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2492066.750000 Penalty: 4889.836914
	Iteration 14Q: 3 clusters Score -2492067 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2492204.750000 Penalty: 4889.836914
	Iteration 15Q: 3 clusters Score -2492205 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2492298.750000 Penalty: 4889.836914
	Iteration 16Q: 3 clusters Score -2492299 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2492382.000000 Penalty: 4889.836914
	Iteration 17Q: 3 clusters Score -2492382 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2492429.250000 Penalty: 4889.836914
	Iteration 18Q: 3 clusters Score -2492429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2492446.500000 Penalty: 4889.836914
	Iteration 19Q: 3 clusters Score -2492446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2492460.500000 Penalty: 4889.836914
	Iteration 20F: 3 clusters Score -2492460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2492482.500000 Penalty: 4889.836914
	Iteration 21Q: 3 clusters Score -2492482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2492492.000000 Penalty: 4889.836914
	Iteration 22Q: 3 clusters Score -2492492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2492503.250000 Penalty: 4889.836914
	Iteration 23Q: 3 clusters Score -2492503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2492512.250000 Penalty: 4889.836914
	Iteration 24Q: 3 clusters Score -2492512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2492536.250000 Penalty: 4889.836914
	Iteration 25Q: 3 clusters Score -2492536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2492548.500000 Penalty: 4889.836914
	Iteration 26Q: 3 clusters Score -2492548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2492559.250000 Penalty: 4889.836914
	Iteration 27Q: 3 clusters Score -2492559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2492568.750000 Penalty: 4889.836914
	Iteration 28Q: 3 clusters Score -2492569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2492576.250000 Penalty: 4889.836914
	Iteration 29Q: 3 clusters Score -2492576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2492594.250000 Penalty: 4889.836914
	Iteration 30Q: 3 clusters Score -2492594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2492618.750000 Penalty: 4889.836914
	Iteration 31Q: 3 clusters Score -2492619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2492624.500000 Penalty: 4889.836914
	Iteration 32Q: 3 clusters Score -2492624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2492632.750000 Penalty: 4889.836914
	Iteration 33Q: 3 clusters Score -2492633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2492643.750000 Penalty: 4889.836914
	Iteration 34Q: 3 clusters Score -2492644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2492655.500000 Penalty: 4889.836914
	Iteration 35Q: 3 clusters Score -2492656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2492662.500000 Penalty: 4889.836914
	Iteration 36Q: 3 clusters Score -2492662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2492664.750000 Penalty: 4889.836914
	Iteration 37Q: 3 clusters Score -2492665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2492672.500000 Penalty: 4889.836914
	Iteration 38Q: 3 clusters Score -2492672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2492681.250000 Penalty: 4889.836914
	Iteration 39Q: 3 clusters Score -2492681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2492690.000000 Penalty: 4889.836914
	Iteration 40F: 3 clusters Score -2492690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2492711.500000 Penalty: 4889.836914
	Iteration 41Q: 3 clusters Score -2492712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2492717.750000 Penalty: 4889.836914
	Iteration 42Q: 3 clusters Score -2492718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2492728.000000 Penalty: 4889.836914
	Iteration 43Q: 3 clusters Score -2492728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2492735.250000 Penalty: 4889.836914
	Iteration 44Q: 3 clusters Score -2492735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2492742.000000 Penalty: 4889.836914
	Iteration 45Q: 3 clusters Score -2492742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2492749.250000 Penalty: 4889.836914
	Iteration 46Q: 3 clusters Score -2492749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2492752.500000 Penalty: 4889.836914
	Iteration 47Q: 3 clusters Score -2492752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2492760.000000 Penalty: 4889.836914
	Iteration 48Q: 3 clusters Score -2492760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2492763.750000 Penalty: 4889.836914
	Iteration 49Q: 3 clusters Score -2492764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2492775.250000 Penalty: 4889.836914
	Iteration 50Q: 3 clusters Score -2492775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2492789.500000 Penalty: 4889.836914
	Iteration 51Q: 3 clusters Score -2492790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2492802.250000 Penalty: 4889.836914
	Iteration 52Q: 3 clusters Score -2492802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2492814.750000 Penalty: 4889.836914
	Iteration 53Q: 3 clusters Score -2492815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2492832.000000 Penalty: 4889.836914
	Iteration 54Q: 3 clusters Score -2492832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2492844.250000 Penalty: 4889.836914
	Iteration 55Q: 3 clusters Score -2492844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2492861.500000 Penalty: 4889.836914
	Iteration 56Q: 3 clusters Score -2492862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2492880.000000 Penalty: 4889.836914
	Iteration 57Q: 3 clusters Score -2492880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2492894.000000 Penalty: 4889.836914
	Iteration 58Q: 3 clusters Score -2492894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2492903.250000 Penalty: 4889.836914
	Iteration 59Q: 3 clusters Score -2492903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2492908.500000 Penalty: 4889.836914
	Iteration 60F: 3 clusters Score -2492908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2492905.250000 Penalty: 4889.836914
	Iteration 61Q: 3 clusters Score -2492905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2492910.250000 Penalty: 4889.836914
	Iteration 62Q: 3 clusters Score -2492910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2492915.250000 Penalty: 4889.836914
	Iteration 63Q: 3 clusters Score -2492915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2492917.500000 Penalty: 4889.836914
	Iteration 64Q: 3 clusters Score -2492918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2492917.250000 Penalty: 4889.836914
	Iteration 65Q: 3 clusters Score -2492917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2492918.000000 Penalty: 4889.836914
	Iteration 66Q: 3 clusters Score -2492918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2492922.000000 Penalty: 4889.836914
	Iteration 67Q: 3 clusters Score -2492922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2492922.750000 Penalty: 4889.836914
	Iteration 68Q: 3 clusters Score -2492923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2492922.750000 Penalty: 4889.836914
	Iteration 69F: 3 clusters Score -2492923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (144244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144244 members 
Entering Unmasked Estep 
Score: -18564784.000000 Penalty: 2946.056885
	Iteration 0F: 2 clusters Score -1.856478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72019 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
Score: -18468944.000000 Penalty: 5892.113770
	Iteration 0F: 3 clusters Score -1.846894e+07 nChanged 68786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72323 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
Score: -18508072.000000 Penalty: 5892.113770
	Iteration 1F: 3 clusters Score -1.850807e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
Score: -18508936.000000 Penalty: 5892.113770
	Iteration 2Q: 3 clusters Score -1.850894e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 72022 members 
Entering Unmasked Estep 
Score: -18509596.000000 Penalty: 5892.113770
	Iteration 3Q: 3 clusters Score -1.85096e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 72244 members 
Entering Unmasked Estep 
Score: -18510472.000000 Penalty: 5892.113770
	Iteration 4Q: 3 clusters Score -1.851047e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 72630 members 
Entering Unmasked Estep 
Score: -18511658.000000 Penalty: 5892.113770
	Iteration 5Q: 3 clusters Score -1.851166e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Mstep: Class 2 contains 73336 members 
Entering Unmasked Estep 
Score: -18512928.000000 Penalty: 5892.113770
	Iteration 6Q: 3 clusters Score -1.851293e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69650 members 
Mstep: Class 2 contains 74594 members 
Entering Unmasked Estep 
Score: -18514882.000000 Penalty: 5892.113770
	Iteration 7Q: 3 clusters Score -1.851488e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 76386 members 
Entering Unmasked Estep 
Score: -18517120.000000 Penalty: 5892.113770
	Iteration 8Q: 3 clusters Score -1.851712e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65341 members 
Mstep: Class 2 contains 78903 members 
Entering Unmasked Estep 
Score: -18519970.000000 Penalty: 5892.113770
	Iteration 9Q: 3 clusters Score -1.851997e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61856 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -18523382.000000 Penalty: 5892.113770
	Iteration 10Q: 3 clusters Score -1.852338e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 86808 members 
Entering Unmasked Estep 
Score: -18527274.000000 Penalty: 5892.113770
	Iteration 11F: 3 clusters Score -1.852727e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 91913 members 
Entering Unmasked Estep 
Score: -18531882.000000 Penalty: 5892.113770
	Iteration 12F: 3 clusters Score -1.853188e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 97221 members 
Entering Unmasked Estep 
Score: -18536472.000000 Penalty: 5892.113770
	Iteration 13F: 3 clusters Score -1.853647e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 102276 members 
Entering Unmasked Estep 
Score: -18540284.000000 Penalty: 5892.113770
	Iteration 14Q: 3 clusters Score -1.854028e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 106919 members 
Entering Unmasked Estep 
Score: -18543436.000000 Penalty: 5892.113770
	Iteration 15Q: 3 clusters Score -1.854344e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 111149 members 
Entering Unmasked Estep 
Score: -18545868.000000 Penalty: 5892.113770
	Iteration 16Q: 3 clusters Score -1.854587e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 115133 members 
Entering Unmasked Estep 
Score: -18547970.000000 Penalty: 5892.113770
	Iteration 17Q: 3 clusters Score -1.854797e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 118919 members 
Entering Unmasked Estep 
Score: -18549772.000000 Penalty: 5892.113770
	Iteration 18Q: 3 clusters Score -1.854977e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 122606 members 
Entering Unmasked Estep 
Score: -18551638.000000 Penalty: 5892.113770
	Iteration 19Q: 3 clusters Score -1.855164e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 126145 members 
Entering Unmasked Estep 
Score: -18553572.000000 Penalty: 5892.113770
	Iteration 20F: 3 clusters Score -1.855357e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 129386 members 
Entering Unmasked Estep 
Score: -18555640.000000 Penalty: 5892.113770
	Iteration 21Q: 3 clusters Score -1.855564e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 132270 members 
Entering Unmasked Estep 
Score: -18557474.000000 Penalty: 5892.113770
	Iteration 22Q: 3 clusters Score -1.855747e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 134615 members 
Entering Unmasked Estep 
Score: -18558990.000000 Penalty: 5892.113770
	Iteration 23Q: 3 clusters Score -1.855899e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 136428 members 
Entering Unmasked Estep 
Score: -18560294.000000 Penalty: 5892.113770
	Iteration 24Q: 3 clusters Score -1.856029e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 137818 members 
Entering Unmasked Estep 
Score: -18561352.000000 Penalty: 5892.113770
	Iteration 25Q: 3 clusters Score -1.856135e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 138713 members 
Entering Unmasked Estep 
Score: -18561916.000000 Penalty: 5892.113770
	Iteration 26Q: 3 clusters Score -1.856192e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 139331 members 
Entering Unmasked Estep 
Score: -18562258.000000 Penalty: 5892.113770
	Iteration 27Q: 3 clusters Score -1.856226e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 139793 members 
Entering Unmasked Estep 
Score: -18562442.000000 Penalty: 5892.113770
	Iteration 28Q: 3 clusters Score -1.856244e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 140143 members 
Entering Unmasked Estep 
Score: -18562610.000000 Penalty: 5892.113770
	Iteration 29Q: 3 clusters Score -1.856261e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 140418 members 
Entering Unmasked Estep 
Score: -18562716.000000 Penalty: 5892.113770
	Iteration 30Q: 3 clusters Score -1.856272e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 140644 members 
Entering Unmasked Estep 
Score: -18562788.000000 Penalty: 5892.113770
	Iteration 31Q: 3 clusters Score -1.856279e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 140829 members 
Entering Unmasked Estep 
Score: -18562810.000000 Penalty: 5892.113770
	Iteration 32Q: 3 clusters Score -1.856281e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 140980 members 
Entering Unmasked Estep 
Score: -18562836.000000 Penalty: 5892.113770
	Iteration 33Q: 3 clusters Score -1.856284e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 141090 members 
Entering Unmasked Estep 
Score: -18562834.000000 Penalty: 5892.113770
	Iteration 34Q: 3 clusters Score -1.856283e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 141198 members 
Entering Unmasked Estep 
Score: -18562866.000000 Penalty: 5892.113770
	Iteration 35Q: 3 clusters Score -1.856287e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 141285 members 
Entering Unmasked Estep 
Score: -18562944.000000 Penalty: 5892.113770
	Iteration 36Q: 3 clusters Score -1.856294e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 141343 members 
Entering Unmasked Estep 
Score: -18562940.000000 Penalty: 5892.113770
	Iteration 37Q: 3 clusters Score -1.856294e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 141408 members 
Entering Unmasked Estep 
Score: -18562922.000000 Penalty: 5892.113770
	Iteration 38Q: 3 clusters Score -1.856292e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 141465 members 
Entering Unmasked Estep 
Score: -18562914.000000 Penalty: 5892.113770
	Iteration 39Q: 3 clusters Score -1.856291e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 141523 members 
Entering Unmasked Estep 
Score: -18562946.000000 Penalty: 5892.113770
	Iteration 40F: 3 clusters Score -1.856295e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 141570 members 
Entering Unmasked Estep 
Score: -18562906.000000 Penalty: 5892.113770
	Iteration 41Q: 3 clusters Score -1.856291e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 141618 members 
Entering Unmasked Estep 
Score: -18562932.000000 Penalty: 5892.113770
	Iteration 42Q: 3 clusters Score -1.856293e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 141656 members 
Entering Unmasked Estep 
Score: -18562924.000000 Penalty: 5892.113770
	Iteration 43Q: 3 clusters Score -1.856292e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 141693 members 
Entering Unmasked Estep 
Score: -18562918.000000 Penalty: 5892.113770
	Iteration 44Q: 3 clusters Score -1.856292e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 141731 members 
Entering Unmasked Estep 
Score: -18562930.000000 Penalty: 5892.113770
	Iteration 45Q: 3 clusters Score -1.856293e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 141755 members 
Entering Unmasked Estep 
Score: -18562936.000000 Penalty: 5892.113770
	Iteration 46Q: 3 clusters Score -1.856294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 141776 members 
Entering Unmasked Estep 
Score: -18562954.000000 Penalty: 5892.113770
	Iteration 47Q: 3 clusters Score -1.856295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 141793 members 
Entering Unmasked Estep 
Score: -18562948.000000 Penalty: 5892.113770
	Iteration 48Q: 3 clusters Score -1.856295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 141811 members 
Entering Unmasked Estep 
Score: -18562962.000000 Penalty: 5892.113770
	Iteration 49Q: 3 clusters Score -1.856296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 141821 members 
Entering Unmasked Estep 
Score: -18562968.000000 Penalty: 5892.113770
	Iteration 50Q: 3 clusters Score -1.856297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 141833 members 
Entering Unmasked Estep 
Score: -18562952.000000 Penalty: 5892.113770
	Iteration 51Q: 3 clusters Score -1.856295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 141843 members 
Entering Unmasked Estep 
Score: -18562946.000000 Penalty: 5892.113770
	Iteration 52Q: 3 clusters Score -1.856295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 141855 members 
Entering Unmasked Estep 
Score: -18562960.000000 Penalty: 5892.113770
	Iteration 53Q: 3 clusters Score -1.856296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 141871 members 
Entering Unmasked Estep 
Score: -18562952.000000 Penalty: 5892.113770
	Iteration 54Q: 3 clusters Score -1.856295e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 141896 members 
Entering Unmasked Estep 
Score: -18562974.000000 Penalty: 5892.113770
	Iteration 55Q: 3 clusters Score -1.856297e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 141919 members 
Entering Unmasked Estep 
Score: -18562980.000000 Penalty: 5892.113770
	Iteration 56Q: 3 clusters Score -1.856298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 141948 members 
Entering Unmasked Estep 
Score: -18562996.000000 Penalty: 5892.113770
	Iteration 57Q: 3 clusters Score -1.8563e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 141970 members 
Entering Unmasked Estep 
Score: -18562964.000000 Penalty: 5892.113770
	Iteration 58Q: 3 clusters Score -1.856296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 141988 members 
Entering Unmasked Estep 
Score: -18562958.000000 Penalty: 5892.113770
	Iteration 59Q: 3 clusters Score -1.856296e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 142005 members 
Entering Unmasked Estep 
Score: -18562968.000000 Penalty: 5892.113770
	Iteration 60F: 3 clusters Score -1.856297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 142020 members 
Entering Unmasked Estep 
Score: -18562964.000000 Penalty: 5892.113770
	Iteration 61Q: 3 clusters Score -1.856296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 142034 members 
Entering Unmasked Estep 
Score: -18562948.000000 Penalty: 5892.113770
	Iteration 62Q: 3 clusters Score -1.856295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 142044 members 
Entering Unmasked Estep 
Score: -18562936.000000 Penalty: 5892.113770
	Iteration 63Q: 3 clusters Score -1.856294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 142051 members 
Entering Unmasked Estep 
Score: -18562950.000000 Penalty: 5892.113770
	Iteration 64Q: 3 clusters Score -1.856295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 142062 members 
Entering Unmasked Estep 
Score: -18562958.000000 Penalty: 5892.113770
	Iteration 65Q: 3 clusters Score -1.856296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 142071 members 
Entering Unmasked Estep 
Score: -18562944.000000 Penalty: 5892.113770
	Iteration 66Q: 3 clusters Score -1.856294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 142082 members 
Entering Unmasked Estep 
Score: -18562954.000000 Penalty: 5892.113770
	Iteration 67Q: 3 clusters Score -1.856295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 142083 members 
Entering Unmasked Estep 
Score: -18562960.000000 Penalty: 5892.113770
	Iteration 68Q: 3 clusters Score -1.856296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 142087 members 
Entering Unmasked Estep 
Score: -18562958.000000 Penalty: 5892.113770
	Iteration 69Q: 3 clusters Score -1.856296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 142092 members 
Entering Unmasked Estep 
Score: -18562954.000000 Penalty: 5892.113770
	Iteration 70Q: 3 clusters Score -1.856295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 142095 members 
Entering Unmasked Estep 
Score: -18562954.000000 Penalty: 5892.113770
	Iteration 71Q: 3 clusters Score -1.856295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 142096 members 
Entering Unmasked Estep 
Score: -18562968.000000 Penalty: 5892.113770
	Iteration 72Q: 3 clusters Score -1.856297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 142101 members 
Entering Unmasked Estep 
Score: -18562968.000000 Penalty: 5892.113770
	Iteration 73Q: 3 clusters Score -1.856297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 142108 members 
Entering Unmasked Estep 
Score: -18562972.000000 Penalty: 5892.113770
	Iteration 74Q: 3 clusters Score -1.856297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 142113 members 
Entering Unmasked Estep 
Score: -18562956.000000 Penalty: 5892.113770
	Iteration 75Q: 3 clusters Score -1.856296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 142118 members 
Entering Unmasked Estep 
Score: -18562952.000000 Penalty: 5892.113770
	Iteration 76Q: 3 clusters Score -1.856295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 142119 members 
Entering Unmasked Estep 
Score: -18562942.000000 Penalty: 5892.113770
	Iteration 77Q: 3 clusters Score -1.856294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 142119 members 
Entering Unmasked Estep 
Score: -18562942.000000 Penalty: 5892.113770
	Iteration 78F: 3 clusters Score -1.856294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Entering Unmasked Estep 
Score: -2967446.000000 Penalty: 2505.197021
	Iteration 0F: 2 clusters Score -2967446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2950484.250000 Penalty: 5010.394043
	Iteration 0F: 3 clusters Score -2950484 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2956330.750000 Penalty: 5010.394043
	Iteration 1F: 3 clusters Score -2956331 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2956799.750000 Penalty: 5010.394043
	Iteration 2F: 3 clusters Score -2956800 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2957204.250000 Penalty: 5010.394043
	Iteration 3Q: 3 clusters Score -2957204 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2957571.500000 Penalty: 5010.394043
	Iteration 4Q: 3 clusters Score -2957572 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2957929.500000 Penalty: 5010.394043
	Iteration 5Q: 3 clusters Score -2957930 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2958327.500000 Penalty: 5010.394043
	Iteration 6Q: 3 clusters Score -2958328 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2958817.500000 Penalty: 5010.394043
	Iteration 7Q: 3 clusters Score -2958818 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2959385.250000 Penalty: 5010.394043
	Iteration 8Q: 3 clusters Score -2959385 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2959999.750000 Penalty: 5010.394043
	Iteration 9Q: 3 clusters Score -2960000 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2960585.750000 Penalty: 5010.394043
	Iteration 10Q: 3 clusters Score -2960586 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2961120.000000 Penalty: 5010.394043
	Iteration 11Q: 3 clusters Score -2961120 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2961682.500000 Penalty: 5010.394043
	Iteration 12Q: 3 clusters Score -2961682 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2962180.750000 Penalty: 5010.394043
	Iteration 13Q: 3 clusters Score -2962181 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2962548.250000 Penalty: 5010.394043
	Iteration 14Q: 3 clusters Score -2962548 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2962788.500000 Penalty: 5010.394043
	Iteration 15Q: 3 clusters Score -2962788 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2962924.500000 Penalty: 5010.394043
	Iteration 16Q: 3 clusters Score -2962924 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2963017.500000 Penalty: 5010.394043
	Iteration 17Q: 3 clusters Score -2963018 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2963107.750000 Penalty: 5010.394043
	Iteration 18Q: 3 clusters Score -2963108 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2963153.750000 Penalty: 5010.394043
	Iteration 19Q: 3 clusters Score -2963154 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2963202.500000 Penalty: 5010.394043
	Iteration 20F: 3 clusters Score -2963202 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2963243.000000 Penalty: 5010.394043
	Iteration 21Q: 3 clusters Score -2963243 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2963275.000000 Penalty: 5010.394043
	Iteration 22Q: 3 clusters Score -2963275 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2963314.250000 Penalty: 5010.394043
	Iteration 23Q: 3 clusters Score -2963314 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2963353.000000 Penalty: 5010.394043
	Iteration 24Q: 3 clusters Score -2963353 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2963377.750000 Penalty: 5010.394043
	Iteration 25Q: 3 clusters Score -2963378 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2963414.750000 Penalty: 5010.394043
	Iteration 26Q: 3 clusters Score -2963415 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2963448.500000 Penalty: 5010.394043
	Iteration 27Q: 3 clusters Score -2963448 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2963480.250000 Penalty: 5010.394043
	Iteration 28Q: 3 clusters Score -2963480 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2963519.750000 Penalty: 5010.394043
	Iteration 29Q: 3 clusters Score -2963520 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2963554.750000 Penalty: 5010.394043
	Iteration 30Q: 3 clusters Score -2963555 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2963579.250000 Penalty: 5010.394043
	Iteration 31Q: 3 clusters Score -2963579 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2963615.250000 Penalty: 5010.394043
	Iteration 32Q: 3 clusters Score -2963615 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2963657.500000 Penalty: 5010.394043
	Iteration 33Q: 3 clusters Score -2963658 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2963705.500000 Penalty: 5010.394043
	Iteration 34Q: 3 clusters Score -2963706 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2963746.750000 Penalty: 5010.394043
	Iteration 35Q: 3 clusters Score -2963747 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2963811.250000 Penalty: 5010.394043
	Iteration 36Q: 3 clusters Score -2963811 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2963880.000000 Penalty: 5010.394043
	Iteration 37Q: 3 clusters Score -2963880 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2963934.250000 Penalty: 5010.394043
	Iteration 38Q: 3 clusters Score -2963934 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2963983.750000 Penalty: 5010.394043
	Iteration 39Q: 3 clusters Score -2963984 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2964050.750000 Penalty: 5010.394043
	Iteration 40F: 3 clusters Score -2964051 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2964121.000000 Penalty: 5010.394043
	Iteration 41Q: 3 clusters Score -2964121 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2964154.250000 Penalty: 5010.394043
	Iteration 42Q: 3 clusters Score -2964154 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2964212.250000 Penalty: 5010.394043
	Iteration 43Q: 3 clusters Score -2964212 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2964270.500000 Penalty: 5010.394043
	Iteration 44Q: 3 clusters Score -2964270 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2964318.250000 Penalty: 5010.394043
	Iteration 45Q: 3 clusters Score -2964318 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2964361.750000 Penalty: 5010.394043
	Iteration 46Q: 3 clusters Score -2964362 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2964413.000000 Penalty: 5010.394043
	Iteration 47Q: 3 clusters Score -2964413 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2964467.000000 Penalty: 5010.394043
	Iteration 48Q: 3 clusters Score -2964467 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2964527.750000 Penalty: 5010.394043
	Iteration 49Q: 3 clusters Score -2964528 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2964574.500000 Penalty: 5010.394043
	Iteration 50Q: 3 clusters Score -2964574 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2964618.000000 Penalty: 5010.394043
	Iteration 51Q: 3 clusters Score -2964618 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2964675.500000 Penalty: 5010.394043
	Iteration 52Q: 3 clusters Score -2964676 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2964703.000000 Penalty: 5010.394043
	Iteration 53Q: 3 clusters Score -2964703 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2964760.500000 Penalty: 5010.394043
	Iteration 54Q: 3 clusters Score -2964760 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2964793.500000 Penalty: 5010.394043
	Iteration 55Q: 3 clusters Score -2964794 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2964818.750000 Penalty: 5010.394043
	Iteration 56Q: 3 clusters Score -2964819 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2964865.000000 Penalty: 5010.394043
	Iteration 57Q: 3 clusters Score -2964865 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2964901.000000 Penalty: 5010.394043
	Iteration 58Q: 3 clusters Score -2964901 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2964923.000000 Penalty: 5010.394043
	Iteration 59Q: 3 clusters Score -2964923 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2964948.000000 Penalty: 5010.394043
	Iteration 60F: 3 clusters Score -2964948 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2964964.500000 Penalty: 5010.394043
	Iteration 61Q: 3 clusters Score -2964964 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2964994.250000 Penalty: 5010.394043
	Iteration 62Q: 3 clusters Score -2964994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2965014.500000 Penalty: 5010.394043
	Iteration 63Q: 3 clusters Score -2965014 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2965050.000000 Penalty: 5010.394043
	Iteration 64Q: 3 clusters Score -2965050 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2965075.500000 Penalty: 5010.394043
	Iteration 65Q: 3 clusters Score -2965076 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2965099.500000 Penalty: 5010.394043
	Iteration 66Q: 3 clusters Score -2965100 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2965132.750000 Penalty: 5010.394043
	Iteration 67Q: 3 clusters Score -2965133 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2965156.000000 Penalty: 5010.394043
	Iteration 68Q: 3 clusters Score -2965156 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -2965191.750000 Penalty: 5010.394043
	Iteration 69Q: 3 clusters Score -2965192 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -2965215.500000 Penalty: 5010.394043
	Iteration 70Q: 3 clusters Score -2965216 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2965250.750000 Penalty: 5010.394043
	Iteration 71Q: 3 clusters Score -2965251 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2965274.750000 Penalty: 5010.394043
	Iteration 72Q: 3 clusters Score -2965275 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -2965296.000000 Penalty: 5010.394043
	Iteration 73Q: 3 clusters Score -2965296 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2965312.500000 Penalty: 5010.394043
	Iteration 74Q: 3 clusters Score -2965312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2965334.500000 Penalty: 5010.394043
	Iteration 75Q: 3 clusters Score -2965334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2965335.500000 Penalty: 5010.394043
	Iteration 76Q: 3 clusters Score -2965336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2965349.500000 Penalty: 5010.394043
	Iteration 77Q: 3 clusters Score -2965350 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -2965378.750000 Penalty: 5010.394043
	Iteration 78Q: 3 clusters Score -2965379 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2965394.500000 Penalty: 5010.394043
	Iteration 79Q: 3 clusters Score -2965394 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -2965420.000000 Penalty: 5010.394043
	Iteration 80F: 3 clusters Score -2965420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2965441.250000 Penalty: 5010.394043
	Iteration 81Q: 3 clusters Score -2965441 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2965480.500000 Penalty: 5010.394043
	Iteration 82Q: 3 clusters Score -2965480 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2965517.000000 Penalty: 5010.394043
	Iteration 83Q: 3 clusters Score -2965517 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2965565.000000 Penalty: 5010.394043
	Iteration 84Q: 3 clusters Score -2965565 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2965608.500000 Penalty: 5010.394043
	Iteration 85Q: 3 clusters Score -2965608 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2965675.750000 Penalty: 5010.394043
	Iteration 86Q: 3 clusters Score -2965676 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2965744.000000 Penalty: 5010.394043
	Iteration 87Q: 3 clusters Score -2965744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2965774.750000 Penalty: 5010.394043
	Iteration 88Q: 3 clusters Score -2965775 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -2965811.500000 Penalty: 5010.394043
	Iteration 89Q: 3 clusters Score -2965812 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -2965829.000000 Penalty: 5010.394043
	Iteration 90Q: 3 clusters Score -2965829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -2965846.000000 Penalty: 5010.394043
	Iteration 91Q: 3 clusters Score -2965846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2965864.500000 Penalty: 5010.394043
	Iteration 92Q: 3 clusters Score -2965864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2965871.250000 Penalty: 5010.394043
	Iteration 93Q: 3 clusters Score -2965871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -2965882.250000 Penalty: 5010.394043
	Iteration 94Q: 3 clusters Score -2965882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -2965879.000000 Penalty: 5010.394043
	Iteration 95Q: 3 clusters Score -2965879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2965889.500000 Penalty: 5010.394043
	Iteration 96Q: 3 clusters Score -2965890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -2965900.000000 Penalty: 5010.394043
	Iteration 97Q: 3 clusters Score -2965900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2965899.000000 Penalty: 5010.394043
	Iteration 98Q: 3 clusters Score -2965899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2965899.250000 Penalty: 5010.394043
	Iteration 99Q: 3 clusters Score -2965899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2965902.000000 Penalty: 5010.394043
	Iteration 100F: 3 clusters Score -2965902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -2965902.000000 Penalty: 5010.394043
	Iteration 101Q: 3 clusters Score -2965902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -2965901.500000 Penalty: 5010.394043
	Iteration 102Q: 3 clusters Score -2965902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2965898.000000 Penalty: 5010.394043
	Iteration 103Q: 3 clusters Score -2965898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -2965900.750000 Penalty: 5010.394043
	Iteration 104Q: 3 clusters Score -2965901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -2965899.250000 Penalty: 5010.394043
	Iteration 105Q: 3 clusters Score -2965899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -2965901.500000 Penalty: 5010.394043
	Iteration 106Q: 3 clusters Score -2965902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -2965897.000000 Penalty: 5010.394043
	Iteration 107Q: 3 clusters Score -2965897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -2965902.000000 Penalty: 5010.394043
	Iteration 108Q: 3 clusters Score -2965902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2965906.750000 Penalty: 5010.394043
	Iteration 109Q: 3 clusters Score -2965907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2965910.000000 Penalty: 5010.394043
	Iteration 110Q: 3 clusters Score -2965910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2965908.500000 Penalty: 5010.394043
	Iteration 111Q: 3 clusters Score -2965908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2965911.500000 Penalty: 5010.394043
	Iteration 112Q: 3 clusters Score -2965912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2965908.000000 Penalty: 5010.394043
	Iteration 113Q: 3 clusters Score -2965908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2965910.250000 Penalty: 5010.394043
	Iteration 114Q: 3 clusters Score -2965910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2965910.750000 Penalty: 5010.394043
	Iteration 115Q: 3 clusters Score -2965911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2965912.250000 Penalty: 5010.394043
	Iteration 116Q: 3 clusters Score -2965912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2965915.500000 Penalty: 5010.394043
	Iteration 117Q: 3 clusters Score -2965916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2965913.750000 Penalty: 5010.394043
	Iteration 118Q: 3 clusters Score -2965914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2965913.750000 Penalty: 5010.394043
	Iteration 119F: 3 clusters Score -2965914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -482782.531250 Penalty: 2052.356445
	Iteration 0F: 2 clusters Score -482782.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -478934.500000 Penalty: 4104.712891
	Iteration 0F: 3 clusters Score -478934.5 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -479876.500000 Penalty: 4104.712891
	Iteration 1F: 3 clusters Score -479876.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -480117.562500 Penalty: 4104.712891
	Iteration 2F: 3 clusters Score -480117.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -480265.312500 Penalty: 4104.712891
	Iteration 3F: 3 clusters Score -480265.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -480370.687500 Penalty: 4104.712891
	Iteration 4Q: 3 clusters Score -480370.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -480463.500000 Penalty: 4104.712891
	Iteration 5Q: 3 clusters Score -480463.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -480584.468750 Penalty: 4104.712891
	Iteration 6Q: 3 clusters Score -480584.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -480710.812500 Penalty: 4104.712891
	Iteration 7Q: 3 clusters Score -480710.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -480907.281250 Penalty: 4104.712891
	Iteration 8Q: 3 clusters Score -480907.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -481179.468750 Penalty: 4104.712891
	Iteration 9F: 3 clusters Score -481179.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -481452.218750 Penalty: 4104.712891
	Iteration 10F: 3 clusters Score -481452.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -481616.062500 Penalty: 4104.712891
	Iteration 11Q: 3 clusters Score -481616.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -481723.625000 Penalty: 4104.712891
	Iteration 12Q: 3 clusters Score -481723.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -481791.156250 Penalty: 4104.712891
	Iteration 13Q: 3 clusters Score -481791.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -481840.531250 Penalty: 4104.712891
	Iteration 14Q: 3 clusters Score -481840.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -481878.250000 Penalty: 4104.712891
	Iteration 15Q: 3 clusters Score -481878.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -481903.218750 Penalty: 4104.712891
	Iteration 16Q: 3 clusters Score -481903.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -481924.156250 Penalty: 4104.712891
	Iteration 17Q: 3 clusters Score -481924.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -481937.437500 Penalty: 4104.712891
	Iteration 18Q: 3 clusters Score -481937.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -481950.062500 Penalty: 4104.712891
	Iteration 19Q: 3 clusters Score -481950.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -481961.656250 Penalty: 4104.712891
	Iteration 20F: 3 clusters Score -481961.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -481968.312500 Penalty: 4104.712891
	Iteration 21Q: 3 clusters Score -481968.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -481972.781250 Penalty: 4104.712891
	Iteration 22Q: 3 clusters Score -481972.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -481976.750000 Penalty: 4104.712891
	Iteration 23Q: 3 clusters Score -481976.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -481978.625000 Penalty: 4104.712891
	Iteration 24Q: 3 clusters Score -481978.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -481979.531250 Penalty: 4104.712891
	Iteration 25Q: 3 clusters Score -481979.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -481982.656250 Penalty: 4104.712891
	Iteration 26Q: 3 clusters Score -481982.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -481986.937500 Penalty: 4104.712891
	Iteration 27Q: 3 clusters Score -481986.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -481989.281250 Penalty: 4104.712891
	Iteration 28Q: 3 clusters Score -481989.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -481991.750000 Penalty: 4104.712891
	Iteration 29Q: 3 clusters Score -481991.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -481993.531250 Penalty: 4104.712891
	Iteration 30Q: 3 clusters Score -481993.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -481993.906250 Penalty: 4104.712891
	Iteration 31Q: 3 clusters Score -481993.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -481995.687500 Penalty: 4104.712891
	Iteration 32Q: 3 clusters Score -481995.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -481995.937500 Penalty: 4104.712891
	Iteration 33Q: 3 clusters Score -481995.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -481995.781250 Penalty: 4104.712891
	Iteration 34Q: 3 clusters Score -481995.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -481995.781250 Penalty: 4104.712891
	Iteration 35F: 3 clusters Score -481995.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (179252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179252 members 
Entering Unmasked Estep 
Score: -22991010.000000 Penalty: 2999.943848
	Iteration 0F: 2 clusters Score -2.299101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89798 members 
Mstep: Class 2 contains 89454 members 
Entering Unmasked Estep 
Score: -22871320.000000 Penalty: 5999.887695
	Iteration 0F: 3 clusters Score -2.287132e+07 nChanged 85999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93707 members 
Mstep: Class 2 contains 85545 members 
Entering Unmasked Estep 
Score: -22921734.000000 Penalty: 5999.887695
	Iteration 1F: 3 clusters Score -2.292173e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96268 members 
Mstep: Class 2 contains 82984 members 
Entering Unmasked Estep 
Score: -22923336.000000 Penalty: 5999.887695
	Iteration 2Q: 3 clusters Score -2.292334e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100244 members 
Mstep: Class 2 contains 79008 members 
Entering Unmasked Estep 
Score: -22925668.000000 Penalty: 5999.887695
	Iteration 3Q: 3 clusters Score -2.292567e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106253 members 
Mstep: Class 2 contains 72999 members 
Entering Unmasked Estep 
Score: -22929228.000000 Penalty: 5999.887695
	Iteration 4Q: 3 clusters Score -2.292923e+07 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114804 members 
Mstep: Class 2 contains 64448 members 
Entering Unmasked Estep 
Score: -22935206.000000 Penalty: 5999.887695
	Iteration 5F: 3 clusters Score -2.293521e+07 nChanged 12615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125935 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -22943696.000000 Penalty: 5999.887695
	Iteration 6F: 3 clusters Score -2.29437e+07 nChanged 13401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138550 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -22953790.000000 Penalty: 5999.887695
	Iteration 7F: 3 clusters Score -2.295379e+07 nChanged 12363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150701 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -22963690.000000 Penalty: 5999.887695
	Iteration 8F: 3 clusters Score -2.296369e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161000 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -22972550.000000 Penalty: 5999.887695
	Iteration 9F: 3 clusters Score -2.297255e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168644 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -22979566.000000 Penalty: 5999.887695
	Iteration 10Q: 3 clusters Score -2.297957e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173601 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -22983978.000000 Penalty: 5999.887695
	Iteration 11Q: 3 clusters Score -2.298398e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176291 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -22986204.000000 Penalty: 5999.887695
	Iteration 12Q: 3 clusters Score -2.29862e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177568 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -22987306.000000 Penalty: 5999.887695
	Iteration 13Q: 3 clusters Score -2.298731e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178158 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -22987880.000000 Penalty: 5999.887695
	Iteration 14Q: 3 clusters Score -2.298788e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178466 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -22988166.000000 Penalty: 5999.887695
	Iteration 15Q: 3 clusters Score -2.298817e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178590 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -22988276.000000 Penalty: 5999.887695
	Iteration 16Q: 3 clusters Score -2.298828e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178644 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -22988358.000000 Penalty: 5999.887695
	Iteration 17Q: 3 clusters Score -2.298836e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178678 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -22988410.000000 Penalty: 5999.887695
	Iteration 18Q: 3 clusters Score -2.298841e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178699 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -22988436.000000 Penalty: 5999.887695
	Iteration 19Q: 3 clusters Score -2.298844e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178714 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -22988492.000000 Penalty: 5999.887695
	Iteration 20F: 3 clusters Score -2.298849e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178727 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -22988500.000000 Penalty: 5999.887695
	Iteration 21Q: 3 clusters Score -2.29885e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178734 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -22988536.000000 Penalty: 5999.887695
	Iteration 22Q: 3 clusters Score -2.298854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178743 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -22988558.000000 Penalty: 5999.887695
	Iteration 23Q: 3 clusters Score -2.298856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178751 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -22988548.000000 Penalty: 5999.887695
	Iteration 24Q: 3 clusters Score -2.298855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178755 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -22988556.000000 Penalty: 5999.887695
	Iteration 25Q: 3 clusters Score -2.298856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178755 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -22988558.000000 Penalty: 5999.887695
	Iteration 26Q: 3 clusters Score -2.298856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178758 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22988558.000000 Penalty: 5999.887695
	Iteration 27Q: 3 clusters Score -2.298856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178764 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -22988576.000000 Penalty: 5999.887695
	Iteration 28Q: 3 clusters Score -2.298858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178767 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -22988586.000000 Penalty: 5999.887695
	Iteration 29Q: 3 clusters Score -2.298859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178770 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -22988592.000000 Penalty: 5999.887695
	Iteration 30Q: 3 clusters Score -2.298859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178769 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -22988600.000000 Penalty: 5999.887695
	Iteration 31Q: 3 clusters Score -2.29886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178768 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -22988604.000000 Penalty: 5999.887695
	Iteration 32Q: 3 clusters Score -2.29886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178767 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -22988606.000000 Penalty: 5999.887695
	Iteration 33Q: 3 clusters Score -2.298861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178768 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -22988618.000000 Penalty: 5999.887695
	Iteration 34Q: 3 clusters Score -2.298862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178768 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -22988618.000000 Penalty: 5999.887695
	Iteration 35F: 3 clusters Score -2.298862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (51770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Entering Unmasked Estep 
Score: -6665015.500000 Penalty: 2691.932617
	Iteration 0F: 2 clusters Score -6665016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -6630236.000000 Penalty: 5383.865234
	Iteration 0F: 3 clusters Score -6630236 nChanged 23874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -6643590.500000 Penalty: 5383.865234
	Iteration 1F: 3 clusters Score -6643590 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -6644133.500000 Penalty: 5383.865234
	Iteration 2Q: 3 clusters Score -6644134 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -6644662.500000 Penalty: 5383.865234
	Iteration 3Q: 3 clusters Score -6644662 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -6645407.500000 Penalty: 5383.865234
	Iteration 4Q: 3 clusters Score -6645408 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -6646452.500000 Penalty: 5383.865234
	Iteration 5Q: 3 clusters Score -6646452 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -6648200.500000 Penalty: 5383.865234
	Iteration 6F: 3 clusters Score -6648200 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -6651026.000000 Penalty: 5383.865234
	Iteration 7F: 3 clusters Score -6651026 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -6654758.500000 Penalty: 5383.865234
	Iteration 8F: 3 clusters Score -6654758 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -6658438.500000 Penalty: 5383.865234
	Iteration 9F: 3 clusters Score -6658438 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -6660989.500000 Penalty: 5383.865234
	Iteration 10Q: 3 clusters Score -6660990 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6662055.500000 Penalty: 5383.865234
	Iteration 11Q: 3 clusters Score -6662056 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6662487.000000 Penalty: 5383.865234
	Iteration 12Q: 3 clusters Score -6662487 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51158 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6662702.500000 Penalty: 5383.865234
	Iteration 13Q: 3 clusters Score -6662702 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6662817.500000 Penalty: 5383.865234
	Iteration 14Q: 3 clusters Score -6662818 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6662874.000000 Penalty: 5383.865234
	Iteration 15Q: 3 clusters Score -6662874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6662904.000000 Penalty: 5383.865234
	Iteration 16Q: 3 clusters Score -6662904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6662947.500000 Penalty: 5383.865234
	Iteration 17Q: 3 clusters Score -6662948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6662976.000000 Penalty: 5383.865234
	Iteration 18Q: 3 clusters Score -6662976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6662994.000000 Penalty: 5383.865234
	Iteration 19Q: 3 clusters Score -6662994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6663012.000000 Penalty: 5383.865234
	Iteration 20F: 3 clusters Score -6663012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6663035.000000 Penalty: 5383.865234
	Iteration 21Q: 3 clusters Score -6663035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6663051.000000 Penalty: 5383.865234
	Iteration 22Q: 3 clusters Score -6663051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6663063.000000 Penalty: 5383.865234
	Iteration 23Q: 3 clusters Score -6663063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6663063.000000 Penalty: 5383.865234
	Iteration 24Q: 3 clusters Score -6663063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6663092.500000 Penalty: 5383.865234
	Iteration 25Q: 3 clusters Score -6663092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6663112.500000 Penalty: 5383.865234
	Iteration 26Q: 3 clusters Score -6663112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6663139.000000 Penalty: 5383.865234
	Iteration 27Q: 3 clusters Score -6663139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6663167.000000 Penalty: 5383.865234
	Iteration 28Q: 3 clusters Score -6663167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6663179.500000 Penalty: 5383.865234
	Iteration 29Q: 3 clusters Score -6663180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6663203.000000 Penalty: 5383.865234
	Iteration 30Q: 3 clusters Score -6663203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6663231.500000 Penalty: 5383.865234
	Iteration 31Q: 3 clusters Score -6663232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6663239.500000 Penalty: 5383.865234
	Iteration 32Q: 3 clusters Score -6663240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6663244.500000 Penalty: 5383.865234
	Iteration 33Q: 3 clusters Score -6663244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6663258.000000 Penalty: 5383.865234
	Iteration 34Q: 3 clusters Score -6663258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6663273.500000 Penalty: 5383.865234
	Iteration 35Q: 3 clusters Score -6663274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6663277.500000 Penalty: 5383.865234
	Iteration 36Q: 3 clusters Score -6663278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6663292.500000 Penalty: 5383.865234
	Iteration 37Q: 3 clusters Score -6663292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6663291.000000 Penalty: 5383.865234
	Iteration 38Q: 3 clusters Score -6663291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6663300.000000 Penalty: 5383.865234
	Iteration 39Q: 3 clusters Score -6663300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6663304.000000 Penalty: 5383.865234
	Iteration 40F: 3 clusters Score -6663304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6663307.000000 Penalty: 5383.865234
	Iteration 41Q: 3 clusters Score -6663307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6663311.500000 Penalty: 5383.865234
	Iteration 42Q: 3 clusters Score -6663312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6663310.000000 Penalty: 5383.865234
	Iteration 43Q: 3 clusters Score -6663310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6663318.500000 Penalty: 5383.865234
	Iteration 44Q: 3 clusters Score -6663318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6663327.500000 Penalty: 5383.865234
	Iteration 45Q: 3 clusters Score -6663328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6663329.000000 Penalty: 5383.865234
	Iteration 46Q: 3 clusters Score -6663329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6663334.500000 Penalty: 5383.865234
	Iteration 47Q: 3 clusters Score -6663334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6663354.500000 Penalty: 5383.865234
	Iteration 48Q: 3 clusters Score -6663354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6663361.000000 Penalty: 5383.865234
	Iteration 49Q: 3 clusters Score -6663361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6663367.500000 Penalty: 5383.865234
	Iteration 50Q: 3 clusters Score -6663368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6663373.500000 Penalty: 5383.865234
	Iteration 51Q: 3 clusters Score -6663374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6663381.000000 Penalty: 5383.865234
	Iteration 52Q: 3 clusters Score -6663381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6663393.500000 Penalty: 5383.865234
	Iteration 53Q: 3 clusters Score -6663394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6663409.000000 Penalty: 5383.865234
	Iteration 54Q: 3 clusters Score -6663409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6663422.000000 Penalty: 5383.865234
	Iteration 55Q: 3 clusters Score -6663422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6663434.000000 Penalty: 5383.865234
	Iteration 56Q: 3 clusters Score -6663434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6663447.500000 Penalty: 5383.865234
	Iteration 57Q: 3 clusters Score -6663448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6663452.500000 Penalty: 5383.865234
	Iteration 58Q: 3 clusters Score -6663452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6663462.500000 Penalty: 5383.865234
	Iteration 59Q: 3 clusters Score -6663462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6663475.500000 Penalty: 5383.865234
	Iteration 60F: 3 clusters Score -6663476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6663487.000000 Penalty: 5383.865234
	Iteration 61Q: 3 clusters Score -6663487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6663512.000000 Penalty: 5383.865234
	Iteration 62Q: 3 clusters Score -6663512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6663527.000000 Penalty: 5383.865234
	Iteration 63Q: 3 clusters Score -6663527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6663534.500000 Penalty: 5383.865234
	Iteration 64Q: 3 clusters Score -6663534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6663556.500000 Penalty: 5383.865234
	Iteration 65Q: 3 clusters Score -6663556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6663572.000000 Penalty: 5383.865234
	Iteration 66Q: 3 clusters Score -6663572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6663593.000000 Penalty: 5383.865234
	Iteration 67Q: 3 clusters Score -6663593 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6663621.500000 Penalty: 5383.865234
	Iteration 68Q: 3 clusters Score -6663622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6663634.000000 Penalty: 5383.865234
	Iteration 69Q: 3 clusters Score -6663634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6663644.500000 Penalty: 5383.865234
	Iteration 70Q: 3 clusters Score -6663644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6663656.000000 Penalty: 5383.865234
	Iteration 71Q: 3 clusters Score -6663656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -6663667.500000 Penalty: 5383.865234
	Iteration 72Q: 3 clusters Score -6663668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6663674.500000 Penalty: 5383.865234
	Iteration 73Q: 3 clusters Score -6663674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6663691.000000 Penalty: 5383.865234
	Iteration 74Q: 3 clusters Score -6663691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6663705.500000 Penalty: 5383.865234
	Iteration 75Q: 3 clusters Score -6663706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6663713.000000 Penalty: 5383.865234
	Iteration 76Q: 3 clusters Score -6663713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6663723.500000 Penalty: 5383.865234
	Iteration 77Q: 3 clusters Score -6663724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6663725.000000 Penalty: 5383.865234
	Iteration 78Q: 3 clusters Score -6663725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6663723.500000 Penalty: 5383.865234
	Iteration 79Q: 3 clusters Score -6663724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6663736.500000 Penalty: 5383.865234
	Iteration 80F: 3 clusters Score -6663736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6663743.500000 Penalty: 5383.865234
	Iteration 81Q: 3 clusters Score -6663744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6663754.000000 Penalty: 5383.865234
	Iteration 82Q: 3 clusters Score -6663754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -6663754.000000 Penalty: 5383.865234
	Iteration 83Q: 3 clusters Score -6663754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6663756.000000 Penalty: 5383.865234
	Iteration 84Q: 3 clusters Score -6663756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6663759.000000 Penalty: 5383.865234
	Iteration 85Q: 3 clusters Score -6663759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6663764.500000 Penalty: 5383.865234
	Iteration 86Q: 3 clusters Score -6663764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6663767.000000 Penalty: 5383.865234
	Iteration 87Q: 3 clusters Score -6663767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6663788.000000 Penalty: 5383.865234
	Iteration 88Q: 3 clusters Score -6663788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6663781.500000 Penalty: 5383.865234
	Iteration 89Q: 3 clusters Score -6663782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6663804.000000 Penalty: 5383.865234
	Iteration 90Q: 3 clusters Score -6663804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6663809.000000 Penalty: 5383.865234
	Iteration 91Q: 3 clusters Score -6663809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6663815.000000 Penalty: 5383.865234
	Iteration 92Q: 3 clusters Score -6663815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6663815.000000 Penalty: 5383.865234
	Iteration 93Q: 3 clusters Score -6663815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6663822.000000 Penalty: 5383.865234
	Iteration 94Q: 3 clusters Score -6663822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6663820.500000 Penalty: 5383.865234
	Iteration 95Q: 3 clusters Score -6663820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6663829.500000 Penalty: 5383.865234
	Iteration 96Q: 3 clusters Score -6663830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6663819.500000 Penalty: 5383.865234
	Iteration 97Q: 3 clusters Score -6663820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6663825.500000 Penalty: 5383.865234
	Iteration 98Q: 3 clusters Score -6663826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6663817.000000 Penalty: 5383.865234
	Iteration 99Q: 3 clusters Score -6663817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6663824.000000 Penalty: 5383.865234
	Iteration 100F: 3 clusters Score -6663824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6663822.000000 Penalty: 5383.865234
	Iteration 101Q: 3 clusters Score -6663822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6663828.000000 Penalty: 5383.865234
	Iteration 102Q: 3 clusters Score -6663828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6663833.500000 Penalty: 5383.865234
	Iteration 103Q: 3 clusters Score -6663834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6663831.000000 Penalty: 5383.865234
	Iteration 104Q: 3 clusters Score -6663831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6663830.500000 Penalty: 5383.865234
	Iteration 105Q: 3 clusters Score -6663830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6663836.000000 Penalty: 5383.865234
	Iteration 106Q: 3 clusters Score -6663836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6663835.500000 Penalty: 5383.865234
	Iteration 107Q: 3 clusters Score -6663836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6663831.000000 Penalty: 5383.865234
	Iteration 108Q: 3 clusters Score -6663831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6663829.000000 Penalty: 5383.865234
	Iteration 109Q: 3 clusters Score -6663829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6663827.500000 Penalty: 5383.865234
	Iteration 110Q: 3 clusters Score -6663828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6663827.000000 Penalty: 5383.865234
	Iteration 111Q: 3 clusters Score -6663827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -6663831.000000 Penalty: 5383.865234
	Iteration 112Q: 3 clusters Score -6663831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6663831.000000 Penalty: 5383.865234
	Iteration 113Q: 3 clusters Score -6663831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6663830.500000 Penalty: 5383.865234
	Iteration 114Q: 3 clusters Score -6663830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6663830.500000 Penalty: 5383.865234
	Iteration 115F: 3 clusters Score -6663830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -12701.066406 Penalty: 1278.016357
	Iteration 0F: 2 clusters Score -12701.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11746.977539 Penalty: 2556.032715
	Iteration 0F: 3 clusters Score -11746.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11924.232422 Penalty: 2556.032715
	Iteration 1F: 3 clusters Score -11924.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11964.004883 Penalty: 2556.032715
	Iteration 2Q: 3 clusters Score -11964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11964.004883 Penalty: 2556.032715
	Iteration 3F: 3 clusters Score -11964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -79273.140625 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -79273.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77676.093750 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -77676.09 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -77874.640625 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -77874.64 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77953.468750 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -77953.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77981.109375 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -77981.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78000.210938 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -78000.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78028.914062 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -78028.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78048.531250 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -78048.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -78066.796875 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -78066.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -78080.710938 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -78080.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78089.265625 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -78089.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -78095.867188 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -78095.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -78107.414062 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -78107.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -78120.953125 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -78120.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -78141.703125 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -78141.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -78155.617188 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -78155.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -78166.476562 Penalty: 3215.621338
	Iteration 15Q: 3 clusters Score -78166.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -78178.242188 Penalty: 3215.621338
	Iteration 16Q: 3 clusters Score -78178.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -78211.671875 Penalty: 3215.621338
	Iteration 17Q: 3 clusters Score -78211.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -78236.421875 Penalty: 3215.621338
	Iteration 18Q: 3 clusters Score -78236.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -78249.460938 Penalty: 3215.621338
	Iteration 19Q: 3 clusters Score -78249.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -78263.382812 Penalty: 3215.621338
	Iteration 20F: 3 clusters Score -78263.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -78269.421875 Penalty: 3215.621338
	Iteration 21Q: 3 clusters Score -78269.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -78274.398438 Penalty: 3215.621338
	Iteration 22Q: 3 clusters Score -78274.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -78275.093750 Penalty: 3215.621338
	Iteration 23Q: 3 clusters Score -78275.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -78275.093750 Penalty: 3215.621338
	Iteration 24F: 3 clusters Score -78275.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -74935.828125 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -74935.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73279.125000 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -73279.12 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -73616.320312 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -73616.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73809.585938 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -73809.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74070.953125 Penalty: 3246.493408
	Iteration 3F: 3 clusters Score -74070.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74652.164062 Penalty: 3246.493408
	Iteration 4F: 3 clusters Score -74652.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74854.054688 Penalty: 3246.493408
	Iteration 5F: 3 clusters Score -74854.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -75024.140625 Penalty: 3246.493408
	Iteration 6F: 3 clusters Score -75024.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -75101.664062 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -75101.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -75154.164062 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -75154.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -75172.406250 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -75172.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75203.679688 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -75203.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75238.687500 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -75238.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -75395.296875 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -75395.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75492.273438 Penalty: 3246.493408
	Iteration 13Q: 3 clusters Score -75492.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -75519.812500 Penalty: 3246.493408
	Iteration 14Q: 3 clusters Score -75519.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -75522.234375 Penalty: 3246.493408
	Iteration 15Q: 3 clusters Score -75522.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -75523.343750 Penalty: 3246.493408
	Iteration 16Q: 3 clusters Score -75523.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -75524.312500 Penalty: 3246.493408
	Iteration 17Q: 3 clusters Score -75524.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -75524.312500 Penalty: 3246.493408
	Iteration 18F: 3 clusters Score -75524.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74540 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12959 members 
Mstep: Class 5 contains 14390 members 
Mstep: Class 6 contains 3976 members 
Mstep: Class 7 contains 21535 members 
Mstep: Class 8 contains 8198 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12751 members 
Mstep: Class 11 contains 167391 members 
Mstep: Class 12 contains 19345 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57176 members 
Mstep: Class 15 contains 14947 members 
Mstep: Class 16 contains 97731 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19522 members 
Mstep: Class 19 contains 62128 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47886 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10761 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19121 members 
Mstep: Class 29 contains 144244 members 
Mstep: Class 30 contains 24382 members 
Mstep: Class 31 contains 3927 members 
Mstep: Class 32 contains 179252 members 
Mstep: Class 33 contains 51770 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 7963 members 
Mstep: Class 38 contains 17942 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24221 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 253 members 
Mstep: Class 44 contains 481 members 
Entering Unmasked Estep 
Score: -150967520.000000 Penalty: 152864.640625
Splitting cluster 36 changes total score from -150968960.000000 to -150967520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (7963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Entering Unmasked Estep 
Score: -993466.812500 Penalty: 2227.675049
	Iteration 0F: 2 clusters Score -993466.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -987095.500000 Penalty: 4455.350098
	Iteration 0F: 3 clusters Score -987095.5 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -988909.125000 Penalty: 4455.350098
	Iteration 1F: 3 clusters Score -988909.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -989258.562500 Penalty: 4455.350098
	Iteration 2F: 3 clusters Score -989258.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -989580.500000 Penalty: 4455.350098
	Iteration 3F: 3 clusters Score -989580.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -989908.812500 Penalty: 4455.350098
	Iteration 4F: 3 clusters Score -989908.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -990193.000000 Penalty: 4455.350098
	Iteration 5F: 3 clusters Score -990193 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -990437.812500 Penalty: 4455.350098
	Iteration 6Q: 3 clusters Score -990437.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -990645.750000 Penalty: 4455.350098
	Iteration 7Q: 3 clusters Score -990645.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -990842.500000 Penalty: 4455.350098
	Iteration 8Q: 3 clusters Score -990842.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -991004.500000 Penalty: 4455.350098
	Iteration 9Q: 3 clusters Score -991004.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -991126.687500 Penalty: 4455.350098
	Iteration 10Q: 3 clusters Score -991126.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -991222.687500 Penalty: 4455.350098
	Iteration 11Q: 3 clusters Score -991222.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -991286.812500 Penalty: 4455.350098
	Iteration 12Q: 3 clusters Score -991286.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -991347.187500 Penalty: 4455.350098
	Iteration 13Q: 3 clusters Score -991347.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -991382.625000 Penalty: 4455.350098
	Iteration 14Q: 3 clusters Score -991382.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -991399.562500 Penalty: 4455.350098
	Iteration 15Q: 3 clusters Score -991399.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -991416.000000 Penalty: 4455.350098
	Iteration 16Q: 3 clusters Score -991416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -991425.500000 Penalty: 4455.350098
	Iteration 17Q: 3 clusters Score -991425.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -991433.875000 Penalty: 4455.350098
	Iteration 18Q: 3 clusters Score -991433.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -991436.687500 Penalty: 4455.350098
	Iteration 19Q: 3 clusters Score -991436.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -991443.875000 Penalty: 4455.350098
	Iteration 20F: 3 clusters Score -991443.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -991445.125000 Penalty: 4455.350098
	Iteration 21Q: 3 clusters Score -991445.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -991451.875000 Penalty: 4455.350098
	Iteration 22Q: 3 clusters Score -991451.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -991452.375000 Penalty: 4455.350098
	Iteration 23Q: 3 clusters Score -991452.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -991455.562500 Penalty: 4455.350098
	Iteration 24Q: 3 clusters Score -991455.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -991455.625000 Penalty: 4455.350098
	Iteration 25Q: 3 clusters Score -991455.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -991458.312500 Penalty: 4455.350098
	Iteration 26Q: 3 clusters Score -991458.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -991459.312500 Penalty: 4455.350098
	Iteration 27Q: 3 clusters Score -991459.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -991458.500000 Penalty: 4455.350098
	Iteration 28Q: 3 clusters Score -991458.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -991457.000000 Penalty: 4455.350098
	Iteration 29Q: 3 clusters Score -991457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -991458.062500 Penalty: 4455.350098
	Iteration 30Q: 3 clusters Score -991458.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -991458.062500 Penalty: 4455.350098
	Iteration 31F: 3 clusters Score -991458.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Entering Unmasked Estep 
Score: -2318390.750000 Penalty: 2429.135254
	Iteration 0F: 2 clusters Score -2318391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2305520.000000 Penalty: 4858.270508
	Iteration 0F: 3 clusters Score -2305520 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2309855.250000 Penalty: 4858.270508
	Iteration 1F: 3 clusters Score -2309855 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2310296.250000 Penalty: 4858.270508
	Iteration 2F: 3 clusters Score -2310296 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2310659.500000 Penalty: 4858.270508
	Iteration 3Q: 3 clusters Score -2310660 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2310939.750000 Penalty: 4858.270508
	Iteration 4Q: 3 clusters Score -2310940 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2311190.750000 Penalty: 4858.270508
	Iteration 5Q: 3 clusters Score -2311191 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2311455.000000 Penalty: 4858.270508
	Iteration 6Q: 3 clusters Score -2311455 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2311720.500000 Penalty: 4858.270508
	Iteration 7Q: 3 clusters Score -2311720 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2311966.250000 Penalty: 4858.270508
	Iteration 8Q: 3 clusters Score -2311966 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2312211.000000 Penalty: 4858.270508
	Iteration 9Q: 3 clusters Score -2312211 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2312466.250000 Penalty: 4858.270508
	Iteration 10Q: 3 clusters Score -2312466 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2312742.750000 Penalty: 4858.270508
	Iteration 11Q: 3 clusters Score -2312743 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2313010.500000 Penalty: 4858.270508
	Iteration 12Q: 3 clusters Score -2313010 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2313320.750000 Penalty: 4858.270508
	Iteration 13Q: 3 clusters Score -2313321 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2313611.250000 Penalty: 4858.270508
	Iteration 14Q: 3 clusters Score -2313611 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2313862.750000 Penalty: 4858.270508
	Iteration 15Q: 3 clusters Score -2313863 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2314063.750000 Penalty: 4858.270508
	Iteration 16Q: 3 clusters Score -2314064 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2314208.250000 Penalty: 4858.270508
	Iteration 17Q: 3 clusters Score -2314208 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2314337.250000 Penalty: 4858.270508
	Iteration 18Q: 3 clusters Score -2314337 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2314436.250000 Penalty: 4858.270508
	Iteration 19Q: 3 clusters Score -2314436 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2314485.750000 Penalty: 4858.270508
	Iteration 20F: 3 clusters Score -2314486 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2314526.000000 Penalty: 4858.270508
	Iteration 21Q: 3 clusters Score -2314526 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2314558.750000 Penalty: 4858.270508
	Iteration 22Q: 3 clusters Score -2314559 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2314584.750000 Penalty: 4858.270508
	Iteration 23Q: 3 clusters Score -2314585 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2314601.500000 Penalty: 4858.270508
	Iteration 24Q: 3 clusters Score -2314602 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2314623.000000 Penalty: 4858.270508
	Iteration 25Q: 3 clusters Score -2314623 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2314634.250000 Penalty: 4858.270508
	Iteration 26Q: 3 clusters Score -2314634 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2314651.250000 Penalty: 4858.270508
	Iteration 27Q: 3 clusters Score -2314651 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2314671.750000 Penalty: 4858.270508
	Iteration 28Q: 3 clusters Score -2314672 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2314698.250000 Penalty: 4858.270508
	Iteration 29Q: 3 clusters Score -2314698 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2314717.500000 Penalty: 4858.270508
	Iteration 30Q: 3 clusters Score -2314718 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2314734.250000 Penalty: 4858.270508
	Iteration 31Q: 3 clusters Score -2314734 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2314754.250000 Penalty: 4858.270508
	Iteration 32Q: 3 clusters Score -2314754 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2314775.500000 Penalty: 4858.270508
	Iteration 33Q: 3 clusters Score -2314776 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2314797.750000 Penalty: 4858.270508
	Iteration 34Q: 3 clusters Score -2314798 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2314820.000000 Penalty: 4858.270508
	Iteration 35Q: 3 clusters Score -2314820 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2314836.250000 Penalty: 4858.270508
	Iteration 36Q: 3 clusters Score -2314836 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2314855.250000 Penalty: 4858.270508
	Iteration 37Q: 3 clusters Score -2314855 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2314887.250000 Penalty: 4858.270508
	Iteration 38Q: 3 clusters Score -2314887 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2314907.250000 Penalty: 4858.270508
	Iteration 39Q: 3 clusters Score -2314907 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2314939.000000 Penalty: 4858.270508
	Iteration 40F: 3 clusters Score -2314939 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2314969.000000 Penalty: 4858.270508
	Iteration 41Q: 3 clusters Score -2314969 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2315010.500000 Penalty: 4858.270508
	Iteration 42Q: 3 clusters Score -2315010 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2315063.000000 Penalty: 4858.270508
	Iteration 43Q: 3 clusters Score -2315063 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2315113.500000 Penalty: 4858.270508
	Iteration 44Q: 3 clusters Score -2315114 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2315166.750000 Penalty: 4858.270508
	Iteration 45Q: 3 clusters Score -2315167 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2315218.000000 Penalty: 4858.270508
	Iteration 46Q: 3 clusters Score -2315218 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2315268.500000 Penalty: 4858.270508
	Iteration 47Q: 3 clusters Score -2315268 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2315356.000000 Penalty: 4858.270508
	Iteration 48Q: 3 clusters Score -2315356 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2315459.500000 Penalty: 4858.270508
	Iteration 49Q: 3 clusters Score -2315460 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2315543.500000 Penalty: 4858.270508
	Iteration 50Q: 3 clusters Score -2315544 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2315649.750000 Penalty: 4858.270508
	Iteration 51Q: 3 clusters Score -2315650 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2315744.000000 Penalty: 4858.270508
	Iteration 52Q: 3 clusters Score -2315744 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2315847.750000 Penalty: 4858.270508
	Iteration 53Q: 3 clusters Score -2315848 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2315974.500000 Penalty: 4858.270508
	Iteration 54Q: 3 clusters Score -2315974 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2316099.500000 Penalty: 4858.270508
	Iteration 55Q: 3 clusters Score -2316100 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2316230.000000 Penalty: 4858.270508
	Iteration 56Q: 3 clusters Score -2316230 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2316357.250000 Penalty: 4858.270508
	Iteration 57Q: 3 clusters Score -2316357 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2316483.500000 Penalty: 4858.270508
	Iteration 58Q: 3 clusters Score -2316484 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2316624.750000 Penalty: 4858.270508
	Iteration 59Q: 3 clusters Score -2316625 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2316769.500000 Penalty: 4858.270508
	Iteration 60F: 3 clusters Score -2316770 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2316871.250000 Penalty: 4858.270508
	Iteration 61Q: 3 clusters Score -2316871 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2316965.500000 Penalty: 4858.270508
	Iteration 62Q: 3 clusters Score -2316966 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2317040.000000 Penalty: 4858.270508
	Iteration 63Q: 3 clusters Score -2317040 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2317099.500000 Penalty: 4858.270508
	Iteration 64Q: 3 clusters Score -2317100 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2317158.750000 Penalty: 4858.270508
	Iteration 65Q: 3 clusters Score -2317159 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2317208.250000 Penalty: 4858.270508
	Iteration 66Q: 3 clusters Score -2317208 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2317270.750000 Penalty: 4858.270508
	Iteration 67Q: 3 clusters Score -2317271 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2317320.750000 Penalty: 4858.270508
	Iteration 68Q: 3 clusters Score -2317321 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2317364.000000 Penalty: 4858.270508
	Iteration 69Q: 3 clusters Score -2317364 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2317407.750000 Penalty: 4858.270508
	Iteration 70Q: 3 clusters Score -2317408 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2317439.250000 Penalty: 4858.270508
	Iteration 71Q: 3 clusters Score -2317439 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2317470.250000 Penalty: 4858.270508
	Iteration 72Q: 3 clusters Score -2317470 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2317502.000000 Penalty: 4858.270508
	Iteration 73Q: 3 clusters Score -2317502 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2317536.000000 Penalty: 4858.270508
	Iteration 74Q: 3 clusters Score -2317536 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2317557.250000 Penalty: 4858.270508
	Iteration 75Q: 3 clusters Score -2317557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2317571.000000 Penalty: 4858.270508
	Iteration 76Q: 3 clusters Score -2317571 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2317592.000000 Penalty: 4858.270508
	Iteration 77Q: 3 clusters Score -2317592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2317600.750000 Penalty: 4858.270508
	Iteration 78Q: 3 clusters Score -2317601 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2317620.250000 Penalty: 4858.270508
	Iteration 79Q: 3 clusters Score -2317620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2317636.500000 Penalty: 4858.270508
	Iteration 80F: 3 clusters Score -2317636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2317646.000000 Penalty: 4858.270508
	Iteration 81Q: 3 clusters Score -2317646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2317654.250000 Penalty: 4858.270508
	Iteration 82Q: 3 clusters Score -2317654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2317660.500000 Penalty: 4858.270508
	Iteration 83Q: 3 clusters Score -2317660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2317669.250000 Penalty: 4858.270508
	Iteration 84Q: 3 clusters Score -2317669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2317677.000000 Penalty: 4858.270508
	Iteration 85Q: 3 clusters Score -2317677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2317682.500000 Penalty: 4858.270508
	Iteration 86Q: 3 clusters Score -2317682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2317688.250000 Penalty: 4858.270508
	Iteration 87Q: 3 clusters Score -2317688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2317689.500000 Penalty: 4858.270508
	Iteration 88Q: 3 clusters Score -2317690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2317695.750000 Penalty: 4858.270508
	Iteration 89Q: 3 clusters Score -2317696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2317696.500000 Penalty: 4858.270508
	Iteration 90Q: 3 clusters Score -2317696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2317702.250000 Penalty: 4858.270508
	Iteration 91Q: 3 clusters Score -2317702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2317703.000000 Penalty: 4858.270508
	Iteration 92Q: 3 clusters Score -2317703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2317701.500000 Penalty: 4858.270508
	Iteration 93Q: 3 clusters Score -2317702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2317703.750000 Penalty: 4858.270508
	Iteration 94Q: 3 clusters Score -2317704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2317706.750000 Penalty: 4858.270508
	Iteration 95Q: 3 clusters Score -2317707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2317712.250000 Penalty: 4858.270508
	Iteration 96Q: 3 clusters Score -2317712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2317711.000000 Penalty: 4858.270508
	Iteration 97Q: 3 clusters Score -2317711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2317710.000000 Penalty: 4858.270508
	Iteration 98Q: 3 clusters Score -2317710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2317709.250000 Penalty: 4858.270508
	Iteration 99Q: 3 clusters Score -2317709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2317711.250000 Penalty: 4858.270508
	Iteration 100F: 3 clusters Score -2317711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2317708.750000 Penalty: 4858.270508
	Iteration 101Q: 3 clusters Score -2317709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2317712.250000 Penalty: 4858.270508
	Iteration 102Q: 3 clusters Score -2317712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2317717.000000 Penalty: 4858.270508
	Iteration 103Q: 3 clusters Score -2317717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2317716.500000 Penalty: 4858.270508
	Iteration 104Q: 3 clusters Score -2317716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2317713.750000 Penalty: 4858.270508
	Iteration 105Q: 3 clusters Score -2317714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2317715.000000 Penalty: 4858.270508
	Iteration 106Q: 3 clusters Score -2317715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2317716.750000 Penalty: 4858.270508
	Iteration 107Q: 3 clusters Score -2317717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2317715.250000 Penalty: 4858.270508
	Iteration 108Q: 3 clusters Score -2317715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2317715.250000 Penalty: 4858.270508
	Iteration 109F: 3 clusters Score -2317715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Entering Unmasked Estep 
Score: -598675.375000 Penalty: 2099.647705
	Iteration 0F: 2 clusters Score -598675.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -594348.562500 Penalty: 4199.295410
	Iteration 0F: 3 clusters Score -594348.6 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -595380.062500 Penalty: 4199.295410
	Iteration 1F: 3 clusters Score -595380.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -595608.625000 Penalty: 4199.295410
	Iteration 2F: 3 clusters Score -595608.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -595743.375000 Penalty: 4199.295410
	Iteration 3F: 3 clusters Score -595743.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -595816.687500 Penalty: 4199.295410
	Iteration 4Q: 3 clusters Score -595816.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -595873.875000 Penalty: 4199.295410
	Iteration 5Q: 3 clusters Score -595873.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -595919.062500 Penalty: 4199.295410
	Iteration 6Q: 3 clusters Score -595919.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -595953.562500 Penalty: 4199.295410
	Iteration 7Q: 3 clusters Score -595953.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -595984.875000 Penalty: 4199.295410
	Iteration 8Q: 3 clusters Score -595984.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -596023.312500 Penalty: 4199.295410
	Iteration 9Q: 3 clusters Score -596023.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -596055.312500 Penalty: 4199.295410
	Iteration 10Q: 3 clusters Score -596055.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -596087.250000 Penalty: 4199.295410
	Iteration 11Q: 3 clusters Score -596087.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -596123.500000 Penalty: 4199.295410
	Iteration 12Q: 3 clusters Score -596123.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -596158.125000 Penalty: 4199.295410
	Iteration 13Q: 3 clusters Score -596158.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -596195.562500 Penalty: 4199.295410
	Iteration 14Q: 3 clusters Score -596195.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -596233.562500 Penalty: 4199.295410
	Iteration 15Q: 3 clusters Score -596233.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -596268.250000 Penalty: 4199.295410
	Iteration 16Q: 3 clusters Score -596268.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -596308.750000 Penalty: 4199.295410
	Iteration 17Q: 3 clusters Score -596308.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -596356.875000 Penalty: 4199.295410
	Iteration 18Q: 3 clusters Score -596356.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -596414.562500 Penalty: 4199.295410
	Iteration 19Q: 3 clusters Score -596414.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -596472.500000 Penalty: 4199.295410
	Iteration 20F: 3 clusters Score -596472.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -596529.375000 Penalty: 4199.295410
	Iteration 21Q: 3 clusters Score -596529.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -596581.812500 Penalty: 4199.295410
	Iteration 22Q: 3 clusters Score -596581.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -596614.312500 Penalty: 4199.295410
	Iteration 23Q: 3 clusters Score -596614.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -596637.500000 Penalty: 4199.295410
	Iteration 24Q: 3 clusters Score -596637.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -596658.750000 Penalty: 4199.295410
	Iteration 25Q: 3 clusters Score -596658.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -596673.687500 Penalty: 4199.295410
	Iteration 26Q: 3 clusters Score -596673.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -596686.375000 Penalty: 4199.295410
	Iteration 27Q: 3 clusters Score -596686.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -596707.437500 Penalty: 4199.295410
	Iteration 28Q: 3 clusters Score -596707.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -596719.375000 Penalty: 4199.295410
	Iteration 29Q: 3 clusters Score -596719.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -596727.062500 Penalty: 4199.295410
	Iteration 30Q: 3 clusters Score -596727.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -596729.000000 Penalty: 4199.295410
	Iteration 31Q: 3 clusters Score -596729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -596730.562500 Penalty: 4199.295410
	Iteration 32Q: 3 clusters Score -596730.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -596733.000000 Penalty: 4199.295410
	Iteration 33Q: 3 clusters Score -596733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -596736.562500 Penalty: 4199.295410
	Iteration 34Q: 3 clusters Score -596736.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -596739.562500 Penalty: 4199.295410
	Iteration 35Q: 3 clusters Score -596739.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -596744.750000 Penalty: 4199.295410
	Iteration 36Q: 3 clusters Score -596744.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -596747.187500 Penalty: 4199.295410
	Iteration 37Q: 3 clusters Score -596747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -596747.937500 Penalty: 4199.295410
	Iteration 38Q: 3 clusters Score -596747.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -596750.562500 Penalty: 4199.295410
	Iteration 39Q: 3 clusters Score -596750.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -596751.375000 Penalty: 4199.295410
	Iteration 40F: 3 clusters Score -596751.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -596753.875000 Penalty: 4199.295410
	Iteration 41Q: 3 clusters Score -596753.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -596757.937500 Penalty: 4199.295410
	Iteration 42Q: 3 clusters Score -596757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -596760.500000 Penalty: 4199.295410
	Iteration 43Q: 3 clusters Score -596760.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -596763.125000 Penalty: 4199.295410
	Iteration 44Q: 3 clusters Score -596763.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -596763.375000 Penalty: 4199.295410
	Iteration 45Q: 3 clusters Score -596763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -596765.687500 Penalty: 4199.295410
	Iteration 46Q: 3 clusters Score -596765.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -596765.562500 Penalty: 4199.295410
	Iteration 47Q: 3 clusters Score -596765.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -596768.062500 Penalty: 4199.295410
	Iteration 48Q: 3 clusters Score -596768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -596768.812500 Penalty: 4199.295410
	Iteration 49Q: 3 clusters Score -596768.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -596772.000000 Penalty: 4199.295410
	Iteration 50Q: 3 clusters Score -596772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -596774.750000 Penalty: 4199.295410
	Iteration 51Q: 3 clusters Score -596774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -596774.750000 Penalty: 4199.295410
	Iteration 52Q: 3 clusters Score -596774.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -596777.687500 Penalty: 4199.295410
	Iteration 53Q: 3 clusters Score -596777.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -596781.312500 Penalty: 4199.295410
	Iteration 54Q: 3 clusters Score -596781.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -596781.812500 Penalty: 4199.295410
	Iteration 55Q: 3 clusters Score -596781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -596783.937500 Penalty: 4199.295410
	Iteration 56Q: 3 clusters Score -596783.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -596783.687500 Penalty: 4199.295410
	Iteration 57Q: 3 clusters Score -596783.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -596784.250000 Penalty: 4199.295410
	Iteration 58Q: 3 clusters Score -596784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -596785.062500 Penalty: 4199.295410
	Iteration 59Q: 3 clusters Score -596785.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -596785.062500 Penalty: 4199.295410
	Iteration 60F: 3 clusters Score -596785.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (24221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Entering Unmasked Estep 
Score: -2944030.000000 Penalty: 2503.553955
	Iteration 0F: 2 clusters Score -2944030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2927254.000000 Penalty: 5007.107910
	Iteration 0F: 3 clusters Score -2927254 nChanged 10830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2933509.750000 Penalty: 5007.107910
	Iteration 1F: 3 clusters Score -2933510 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2934436.250000 Penalty: 5007.107910
	Iteration 2F: 3 clusters Score -2934436 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2935359.500000 Penalty: 5007.107910
	Iteration 3F: 3 clusters Score -2935360 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2936309.500000 Penalty: 5007.107910
	Iteration 4F: 3 clusters Score -2936310 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2937219.500000 Penalty: 5007.107910
	Iteration 5F: 3 clusters Score -2937220 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2938009.500000 Penalty: 5007.107910
	Iteration 6F: 3 clusters Score -2938010 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2938634.750000 Penalty: 5007.107910
	Iteration 7Q: 3 clusters Score -2938635 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2939140.250000 Penalty: 5007.107910
	Iteration 8Q: 3 clusters Score -2939140 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2939561.500000 Penalty: 5007.107910
	Iteration 9Q: 3 clusters Score -2939562 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2939943.500000 Penalty: 5007.107910
	Iteration 10Q: 3 clusters Score -2939944 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2940230.750000 Penalty: 5007.107910
	Iteration 11Q: 3 clusters Score -2940231 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2940474.500000 Penalty: 5007.107910
	Iteration 12Q: 3 clusters Score -2940474 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2940649.750000 Penalty: 5007.107910
	Iteration 13Q: 3 clusters Score -2940650 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2940783.250000 Penalty: 5007.107910
	Iteration 14Q: 3 clusters Score -2940783 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2940861.000000 Penalty: 5007.107910
	Iteration 15Q: 3 clusters Score -2940861 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2940907.750000 Penalty: 5007.107910
	Iteration 16Q: 3 clusters Score -2940908 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2940934.000000 Penalty: 5007.107910
	Iteration 17Q: 3 clusters Score -2940934 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2940962.500000 Penalty: 5007.107910
	Iteration 18Q: 3 clusters Score -2940962 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2940973.500000 Penalty: 5007.107910
	Iteration 19Q: 3 clusters Score -2940974 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2940983.250000 Penalty: 5007.107910
	Iteration 20F: 3 clusters Score -2940983 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2941002.500000 Penalty: 5007.107910
	Iteration 21Q: 3 clusters Score -2941002 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2940998.000000 Penalty: 5007.107910
	Iteration 22Q: 3 clusters Score -2940998 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2941004.500000 Penalty: 5007.107910
	Iteration 23Q: 3 clusters Score -2941004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2941013.500000 Penalty: 5007.107910
	Iteration 24Q: 3 clusters Score -2941014 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2941005.250000 Penalty: 5007.107910
	Iteration 25Q: 3 clusters Score -2941005 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2941015.750000 Penalty: 5007.107910
	Iteration 26Q: 3 clusters Score -2941016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2941025.000000 Penalty: 5007.107910
	Iteration 27Q: 3 clusters Score -2941025 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2941022.750000 Penalty: 5007.107910
	Iteration 28Q: 3 clusters Score -2941023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2941026.000000 Penalty: 5007.107910
	Iteration 29Q: 3 clusters Score -2941026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2941028.750000 Penalty: 5007.107910
	Iteration 30Q: 3 clusters Score -2941029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2941039.250000 Penalty: 5007.107910
	Iteration 31Q: 3 clusters Score -2941039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2941034.750000 Penalty: 5007.107910
	Iteration 32Q: 3 clusters Score -2941035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2941032.500000 Penalty: 5007.107910
	Iteration 33Q: 3 clusters Score -2941032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2941030.000000 Penalty: 5007.107910
	Iteration 34Q: 3 clusters Score -2941030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2941032.000000 Penalty: 5007.107910
	Iteration 35Q: 3 clusters Score -2941032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2941035.000000 Penalty: 5007.107910
	Iteration 36Q: 3 clusters Score -2941035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2941040.000000 Penalty: 5007.107910
	Iteration 37Q: 3 clusters Score -2941040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2941037.250000 Penalty: 5007.107910
	Iteration 38Q: 3 clusters Score -2941037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2941041.000000 Penalty: 5007.107910
	Iteration 39Q: 3 clusters Score -2941041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2941044.750000 Penalty: 5007.107910
	Iteration 40F: 3 clusters Score -2941045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2941037.500000 Penalty: 5007.107910
	Iteration 41Q: 3 clusters Score -2941038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2941033.750000 Penalty: 5007.107910
	Iteration 42Q: 3 clusters Score -2941034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2941040.500000 Penalty: 5007.107910
	Iteration 43Q: 3 clusters Score -2941040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2941040.250000 Penalty: 5007.107910
	Iteration 44Q: 3 clusters Score -2941040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2941041.500000 Penalty: 5007.107910
	Iteration 45Q: 3 clusters Score -2941042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2941038.250000 Penalty: 5007.107910
	Iteration 46Q: 3 clusters Score -2941038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2941038.250000 Penalty: 5007.107910
	Iteration 47Q: 3 clusters Score -2941038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2941039.500000 Penalty: 5007.107910
	Iteration 48Q: 3 clusters Score -2941040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2941039.000000 Penalty: 5007.107910
	Iteration 49Q: 3 clusters Score -2941039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2941038.250000 Penalty: 5007.107910
	Iteration 50Q: 3 clusters Score -2941038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2941038.250000 Penalty: 5007.107910
	Iteration 51F: 3 clusters Score -2941038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Entering Unmasked Estep 
Score: -440539.437500 Penalty: 2045.764893
	Iteration 0F: 2 clusters Score -440539.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -436779.375000 Penalty: 4091.529785
	Iteration 0F: 3 clusters Score -436779.4 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -437649.500000 Penalty: 4091.529785
	Iteration 1F: 3 clusters Score -437649.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -437885.500000 Penalty: 4091.529785
	Iteration 2F: 3 clusters Score -437885.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -438081.718750 Penalty: 4091.529785
	Iteration 3F: 3 clusters Score -438081.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -438217.625000 Penalty: 4091.529785
	Iteration 4Q: 3 clusters Score -438217.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -438313.937500 Penalty: 4091.529785
	Iteration 5Q: 3 clusters Score -438313.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -438369.156250 Penalty: 4091.529785
	Iteration 6Q: 3 clusters Score -438369.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -438413.156250 Penalty: 4091.529785
	Iteration 7Q: 3 clusters Score -438413.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -438457.812500 Penalty: 4091.529785
	Iteration 8Q: 3 clusters Score -438457.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -438490.937500 Penalty: 4091.529785
	Iteration 9Q: 3 clusters Score -438490.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -438523.125000 Penalty: 4091.529785
	Iteration 10Q: 3 clusters Score -438523.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -438549.968750 Penalty: 4091.529785
	Iteration 11Q: 3 clusters Score -438550 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -438585.218750 Penalty: 4091.529785
	Iteration 12Q: 3 clusters Score -438585.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -438631.000000 Penalty: 4091.529785
	Iteration 13Q: 3 clusters Score -438631 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -438678.500000 Penalty: 4091.529785
	Iteration 14Q: 3 clusters Score -438678.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -438721.031250 Penalty: 4091.529785
	Iteration 15Q: 3 clusters Score -438721 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -438755.656250 Penalty: 4091.529785
	Iteration 16Q: 3 clusters Score -438755.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -438797.218750 Penalty: 4091.529785
	Iteration 17Q: 3 clusters Score -438797.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -438845.937500 Penalty: 4091.529785
	Iteration 18Q: 3 clusters Score -438845.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -438903.000000 Penalty: 4091.529785
	Iteration 19Q: 3 clusters Score -438903 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -438946.812500 Penalty: 4091.529785
	Iteration 20F: 3 clusters Score -438946.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -439003.812500 Penalty: 4091.529785
	Iteration 21Q: 3 clusters Score -439003.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -439059.593750 Penalty: 4091.529785
	Iteration 22Q: 3 clusters Score -439059.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -439119.375000 Penalty: 4091.529785
	Iteration 23Q: 3 clusters Score -439119.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -439168.687500 Penalty: 4091.529785
	Iteration 24Q: 3 clusters Score -439168.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -439200.937500 Penalty: 4091.529785
	Iteration 25Q: 3 clusters Score -439200.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -439225.250000 Penalty: 4091.529785
	Iteration 26Q: 3 clusters Score -439225.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -439242.031250 Penalty: 4091.529785
	Iteration 27Q: 3 clusters Score -439242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -439256.906250 Penalty: 4091.529785
	Iteration 28Q: 3 clusters Score -439256.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -439271.375000 Penalty: 4091.529785
	Iteration 29Q: 3 clusters Score -439271.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -439280.343750 Penalty: 4091.529785
	Iteration 30Q: 3 clusters Score -439280.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -439289.375000 Penalty: 4091.529785
	Iteration 31Q: 3 clusters Score -439289.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -439295.718750 Penalty: 4091.529785
	Iteration 32Q: 3 clusters Score -439295.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -439301.406250 Penalty: 4091.529785
	Iteration 33Q: 3 clusters Score -439301.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -439308.062500 Penalty: 4091.529785
	Iteration 34Q: 3 clusters Score -439308.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -439316.250000 Penalty: 4091.529785
	Iteration 35Q: 3 clusters Score -439316.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -439324.468750 Penalty: 4091.529785
	Iteration 36Q: 3 clusters Score -439324.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -439332.718750 Penalty: 4091.529785
	Iteration 37Q: 3 clusters Score -439332.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -439349.062500 Penalty: 4091.529785
	Iteration 38Q: 3 clusters Score -439349.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -439367.187500 Penalty: 4091.529785
	Iteration 39Q: 3 clusters Score -439367.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -439386.687500 Penalty: 4091.529785
	Iteration 40F: 3 clusters Score -439386.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -439409.093750 Penalty: 4091.529785
	Iteration 41Q: 3 clusters Score -439409.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -439427.437500 Penalty: 4091.529785
	Iteration 42Q: 3 clusters Score -439427.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -439435.125000 Penalty: 4091.529785
	Iteration 43Q: 3 clusters Score -439435.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -439441.500000 Penalty: 4091.529785
	Iteration 44Q: 3 clusters Score -439441.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -439445.062500 Penalty: 4091.529785
	Iteration 45Q: 3 clusters Score -439445.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -439447.812500 Penalty: 4091.529785
	Iteration 46Q: 3 clusters Score -439447.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -439452.375000 Penalty: 4091.529785
	Iteration 47Q: 3 clusters Score -439452.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -439457.875000 Penalty: 4091.529785
	Iteration 48Q: 3 clusters Score -439457.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -439461.906250 Penalty: 4091.529785
	Iteration 49Q: 3 clusters Score -439461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -439464.062500 Penalty: 4091.529785
	Iteration 50Q: 3 clusters Score -439464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -439463.906250 Penalty: 4091.529785
	Iteration 51Q: 3 clusters Score -439463.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -439464.250000 Penalty: 4091.529785
	Iteration 52Q: 3 clusters Score -439464.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -439464.250000 Penalty: 4091.529785
	Iteration 53F: 3 clusters Score -439464.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Entering Unmasked Estep 
Score: -1148421.500000 Penalty: 2254.174805
	Iteration 0F: 2 clusters Score -1148422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1141483.750000 Penalty: 4508.349609
	Iteration 0F: 3 clusters Score -1141484 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1143419.750000 Penalty: 4508.349609
	Iteration 1F: 3 clusters Score -1143420 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1143721.250000 Penalty: 4508.349609
	Iteration 2F: 3 clusters Score -1143721 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1143947.250000 Penalty: 4508.349609
	Iteration 3F: 3 clusters Score -1143947 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1144152.125000 Penalty: 4508.349609
	Iteration 4Q: 3 clusters Score -1144152 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1144361.500000 Penalty: 4508.349609
	Iteration 5Q: 3 clusters Score -1144362 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1144565.625000 Penalty: 4508.349609
	Iteration 6Q: 3 clusters Score -1144566 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1144745.875000 Penalty: 4508.349609
	Iteration 7Q: 3 clusters Score -1144746 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1144931.875000 Penalty: 4508.349609
	Iteration 8Q: 3 clusters Score -1144932 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1145089.375000 Penalty: 4508.349609
	Iteration 9Q: 3 clusters Score -1145089 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1145250.875000 Penalty: 4508.349609
	Iteration 10Q: 3 clusters Score -1145251 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1145423.500000 Penalty: 4508.349609
	Iteration 11Q: 3 clusters Score -1145424 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1145579.750000 Penalty: 4508.349609
	Iteration 12Q: 3 clusters Score -1145580 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1145728.500000 Penalty: 4508.349609
	Iteration 13Q: 3 clusters Score -1145728 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1145857.375000 Penalty: 4508.349609
	Iteration 14Q: 3 clusters Score -1145857 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1145962.250000 Penalty: 4508.349609
	Iteration 15Q: 3 clusters Score -1145962 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1146061.125000 Penalty: 4508.349609
	Iteration 16Q: 3 clusters Score -1146061 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1146134.125000 Penalty: 4508.349609
	Iteration 17Q: 3 clusters Score -1146134 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1146201.000000 Penalty: 4508.349609
	Iteration 18Q: 3 clusters Score -1146201 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1146251.625000 Penalty: 4508.349609
	Iteration 19Q: 3 clusters Score -1146252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1146286.375000 Penalty: 4508.349609
	Iteration 20F: 3 clusters Score -1146286 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1146329.500000 Penalty: 4508.349609
	Iteration 21Q: 3 clusters Score -1146330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1146367.125000 Penalty: 4508.349609
	Iteration 22Q: 3 clusters Score -1146367 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1146407.125000 Penalty: 4508.349609
	Iteration 23Q: 3 clusters Score -1146407 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1146447.250000 Penalty: 4508.349609
	Iteration 24Q: 3 clusters Score -1146447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1146476.000000 Penalty: 4508.349609
	Iteration 25Q: 3 clusters Score -1146476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1146496.500000 Penalty: 4508.349609
	Iteration 26Q: 3 clusters Score -1146496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1146506.625000 Penalty: 4508.349609
	Iteration 27Q: 3 clusters Score -1146507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1146515.625000 Penalty: 4508.349609
	Iteration 28Q: 3 clusters Score -1146516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1146521.625000 Penalty: 4508.349609
	Iteration 29Q: 3 clusters Score -1146522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1146531.750000 Penalty: 4508.349609
	Iteration 30Q: 3 clusters Score -1146532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1146535.500000 Penalty: 4508.349609
	Iteration 31Q: 3 clusters Score -1146536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1146536.250000 Penalty: 4508.349609
	Iteration 32Q: 3 clusters Score -1146536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1146539.875000 Penalty: 4508.349609
	Iteration 33Q: 3 clusters Score -1146540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1146542.500000 Penalty: 4508.349609
	Iteration 34Q: 3 clusters Score -1146542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1146546.250000 Penalty: 4508.349609
	Iteration 35Q: 3 clusters Score -1146546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1146546.000000 Penalty: 4508.349609
	Iteration 36Q: 3 clusters Score -1146546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1146545.125000 Penalty: 4508.349609
	Iteration 37Q: 3 clusters Score -1146545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1146545.125000 Penalty: 4508.349609
	Iteration 38F: 3 clusters Score -1146545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -21539.773438 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -21539.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -20467.470703 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -20467.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20650.916016 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -20650.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20714.101562 Penalty: 2744.561279
	Iteration 2Q: 3 clusters Score -20714.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20771.966797 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -20771.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20808.798828 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -20808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20824.476562 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -20824.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20854.126953 Penalty: 2744.561279
	Iteration 6Q: 3 clusters Score -20854.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20854.126953 Penalty: 2744.561279
	Iteration 7F: 3 clusters Score -20854.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74540 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 12959 members 
Mstep: Class 5 contains 14390 members 
Mstep: Class 6 contains 3976 members 
Mstep: Class 7 contains 21535 members 
Mstep: Class 8 contains 8198 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12751 members 
Mstep: Class 11 contains 167391 members 
Mstep: Class 12 contains 19345 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57176 members 
Mstep: Class 15 contains 14947 members 
Mstep: Class 16 contains 97731 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19522 members 
Mstep: Class 19 contains 62128 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47886 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10761 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19121 members 
Mstep: Class 29 contains 144244 members 
Mstep: Class 30 contains 24382 members 
Mstep: Class 31 contains 3927 members 
Mstep: Class 32 contains 179252 members 
Mstep: Class 33 contains 51770 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7963 members 
Mstep: Class 38 contains 17942 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24221 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968832.000000 Penalty: 149390.437500
Iteration 159Q: 44 clusters Score -1.509688e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74540 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 12959 members 
Mstep: Class 5 contains 14390 members 
Mstep: Class 6 contains 3978 members 
Mstep: Class 7 contains 21535 members 
Mstep: Class 8 contains 8199 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12751 members 
Mstep: Class 11 contains 167389 members 
Mstep: Class 12 contains 19345 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57175 members 
Mstep: Class 15 contains 14949 members 
Mstep: Class 16 contains 97731 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19525 members 
Mstep: Class 19 contains 62127 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47883 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10761 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19121 members 
Mstep: Class 29 contains 144237 members 
Mstep: Class 30 contains 24382 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179249 members 
Mstep: Class 33 contains 51780 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7963 members 
Mstep: Class 38 contains 17943 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24220 members 
Mstep: Class 41 contains 3823 members 
Mstep: Class 42 contains 8862 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968896.000000 Penalty: 149390.437500
Iteration 160F: 44 clusters Score -1.509689e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 74541 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 12958 members 
Mstep: Class 5 contains 14390 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 8200 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12751 members 
Mstep: Class 11 contains 167392 members 
Mstep: Class 12 contains 19346 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57174 members 
Mstep: Class 15 contains 14948 members 
Mstep: Class 16 contains 97731 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19532 members 
Mstep: Class 19 contains 62126 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47878 members 
Mstep: Class 22 contains 26918 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10759 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19121 members 
Mstep: Class 29 contains 144228 members 
Mstep: Class 30 contains 24382 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179248 members 
Mstep: Class 33 contains 51785 members 
Mstep: Class 34 contains 175 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17943 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24222 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8862 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968848.000000 Penalty: 149390.437500
Iteration 161Q: 44 clusters Score -1.509688e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74541 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 12959 members 
Mstep: Class 5 contains 14390 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 8200 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12751 members 
Mstep: Class 11 contains 167392 members 
Mstep: Class 12 contains 19347 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57174 members 
Mstep: Class 15 contains 14946 members 
Mstep: Class 16 contains 97730 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19540 members 
Mstep: Class 19 contains 62126 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47873 members 
Mstep: Class 22 contains 26918 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10757 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19121 members 
Mstep: Class 29 contains 144224 members 
Mstep: Class 30 contains 24380 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179251 members 
Mstep: Class 33 contains 51788 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17942 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24223 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968864.000000 Penalty: 149390.437500
Iteration 162Q: 44 clusters Score -1.509689e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74541 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 12961 members 
Mstep: Class 5 contains 14390 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 8200 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12751 members 
Mstep: Class 11 contains 167392 members 
Mstep: Class 12 contains 19347 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57169 members 
Mstep: Class 15 contains 14946 members 
Mstep: Class 16 contains 97729 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19549 members 
Mstep: Class 19 contains 62125 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47866 members 
Mstep: Class 22 contains 26918 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10759 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19121 members 
Mstep: Class 29 contains 144217 members 
Mstep: Class 30 contains 24377 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179253 members 
Mstep: Class 33 contains 51797 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17942 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24224 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8859 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968816.000000 Penalty: 149390.437500
Iteration 163Q: 44 clusters Score -1.509688e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74541 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 12959 members 
Mstep: Class 5 contains 14390 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 21535 members 
Mstep: Class 8 contains 8200 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12751 members 
Mstep: Class 11 contains 167393 members 
Mstep: Class 12 contains 19348 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57169 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19558 members 
Mstep: Class 19 contains 62130 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47863 members 
Mstep: Class 22 contains 26918 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10758 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19120 members 
Mstep: Class 29 contains 144200 members 
Mstep: Class 30 contains 24377 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179259 members 
Mstep: Class 33 contains 51804 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24225 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8854 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968848.000000 Penalty: 149390.437500
Iteration 164Q: 44 clusters Score -1.509688e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74540 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 12956 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 21537 members 
Mstep: Class 8 contains 8201 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12751 members 
Mstep: Class 11 contains 167393 members 
Mstep: Class 12 contains 19350 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57166 members 
Mstep: Class 15 contains 14946 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19564 members 
Mstep: Class 19 contains 62128 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47861 members 
Mstep: Class 22 contains 26919 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10755 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19119 members 
Mstep: Class 29 contains 144195 members 
Mstep: Class 30 contains 24375 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179261 members 
Mstep: Class 33 contains 51811 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24225 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8853 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968848.000000 Penalty: 149390.437500
Iteration 165Q: 44 clusters Score -1.509688e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74539 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 12954 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 21537 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167391 members 
Mstep: Class 12 contains 19351 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57173 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19572 members 
Mstep: Class 19 contains 62122 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47854 members 
Mstep: Class 22 contains 26918 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10755 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19116 members 
Mstep: Class 29 contains 144194 members 
Mstep: Class 30 contains 24374 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179263 members 
Mstep: Class 33 contains 51819 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24225 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8853 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968848.000000 Penalty: 149390.437500
Iteration 166Q: 44 clusters Score -1.509688e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74540 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 12957 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12746 members 
Mstep: Class 11 contains 167389 members 
Mstep: Class 12 contains 19350 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57176 members 
Mstep: Class 15 contains 14944 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19577 members 
Mstep: Class 19 contains 62123 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47852 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10755 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19114 members 
Mstep: Class 29 contains 144196 members 
Mstep: Class 30 contains 24374 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179263 members 
Mstep: Class 33 contains 51824 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24225 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8849 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968832.000000 Penalty: 149390.437500
Iteration 167Q: 44 clusters Score -1.509688e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74539 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 12959 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12747 members 
Mstep: Class 11 contains 167386 members 
Mstep: Class 12 contains 19350 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57180 members 
Mstep: Class 15 contains 14944 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19581 members 
Mstep: Class 19 contains 62126 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47849 members 
Mstep: Class 22 contains 26918 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10756 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19115 members 
Mstep: Class 29 contains 144192 members 
Mstep: Class 30 contains 24370 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179264 members 
Mstep: Class 33 contains 51826 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24225 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968816.000000 Penalty: 149390.437500
Iteration 168Q: 44 clusters Score -1.509688e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74538 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 12963 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 21532 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12750 members 
Mstep: Class 11 contains 167389 members 
Mstep: Class 12 contains 19349 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57180 members 
Mstep: Class 15 contains 14943 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19583 members 
Mstep: Class 19 contains 62127 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47845 members 
Mstep: Class 22 contains 26919 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 10755 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19115 members 
Mstep: Class 29 contains 144188 members 
Mstep: Class 30 contains 24369 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179263 members 
Mstep: Class 33 contains 51829 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24225 members 
Mstep: Class 41 contains 3823 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968864.000000 Penalty: 149390.437500
Iteration 169Q: 44 clusters Score -1.509689e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74538 members 
Mstep: Class 3 contains 2298 members 
Mstep: Class 4 contains 12963 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 21532 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167388 members 
Mstep: Class 12 contains 19349 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57182 members 
Mstep: Class 15 contains 14943 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19587 members 
Mstep: Class 19 contains 62127 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47846 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10755 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19114 members 
Mstep: Class 29 contains 144185 members 
Mstep: Class 30 contains 24368 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179265 members 
Mstep: Class 33 contains 51828 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24225 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968864.000000 Penalty: 149390.437500
Iteration 170Q: 44 clusters Score -1.509689e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74538 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12964 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 21532 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167388 members 
Mstep: Class 12 contains 19349 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57182 members 
Mstep: Class 15 contains 14943 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19589 members 
Mstep: Class 19 contains 62127 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47844 members 
Mstep: Class 22 contains 26918 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10757 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19111 members 
Mstep: Class 29 contains 144182 members 
Mstep: Class 30 contains 24370 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179267 members 
Mstep: Class 33 contains 51828 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24225 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968832.000000 Penalty: 149390.437500
Iteration 171Q: 44 clusters Score -1.509688e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74538 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12964 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 21532 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167388 members 
Mstep: Class 12 contains 19351 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57182 members 
Mstep: Class 15 contains 14943 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19589 members 
Mstep: Class 19 contains 62126 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47843 members 
Mstep: Class 22 contains 26918 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10756 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19112 members 
Mstep: Class 29 contains 144181 members 
Mstep: Class 30 contains 24370 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179268 members 
Mstep: Class 33 contains 51827 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24225 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968880.000000 Penalty: 149390.437500
Iteration 172Q: 44 clusters Score -1.509689e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74538 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12964 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 21532 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167388 members 
Mstep: Class 12 contains 19350 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57184 members 
Mstep: Class 15 contains 14944 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 62125 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47844 members 
Mstep: Class 22 contains 26918 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10756 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19113 members 
Mstep: Class 29 contains 144180 members 
Mstep: Class 30 contains 24368 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179268 members 
Mstep: Class 33 contains 51826 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24225 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968864.000000 Penalty: 149390.437500
Iteration 173Q: 44 clusters Score -1.509689e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74538 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12964 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 21532 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167389 members 
Mstep: Class 12 contains 19349 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57186 members 
Mstep: Class 15 contains 14943 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19593 members 
Mstep: Class 19 contains 62124 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47844 members 
Mstep: Class 22 contains 26918 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10756 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19114 members 
Mstep: Class 29 contains 144177 members 
Mstep: Class 30 contains 24369 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179267 members 
Mstep: Class 33 contains 51825 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968832.000000 Penalty: 149390.437500
Iteration 174Q: 44 clusters Score -1.509688e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74538 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12964 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 21532 members 
Mstep: Class 8 contains 8201 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167390 members 
Mstep: Class 12 contains 19349 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57188 members 
Mstep: Class 15 contains 14941 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19592 members 
Mstep: Class 19 contains 62125 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47845 members 
Mstep: Class 22 contains 26918 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10756 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19115 members 
Mstep: Class 29 contains 144174 members 
Mstep: Class 30 contains 24370 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179265 members 
Mstep: Class 33 contains 51826 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968848.000000 Penalty: 149390.437500
Iteration 175Q: 44 clusters Score -1.509688e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74538 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12965 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8201 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167389 members 
Mstep: Class 12 contains 19349 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57188 members 
Mstep: Class 15 contains 14938 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 62125 members 
Mstep: Class 20 contains 14369 members 
Mstep: Class 21 contains 47845 members 
Mstep: Class 22 contains 26919 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10756 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19117 members 
Mstep: Class 29 contains 144173 members 
Mstep: Class 30 contains 24371 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179264 members 
Mstep: Class 33 contains 51825 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968784.000000 Penalty: 149390.437500
Iteration 176Q: 44 clusters Score -1.509688e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74538 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12967 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167390 members 
Mstep: Class 12 contains 19348 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57186 members 
Mstep: Class 15 contains 14937 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 62125 members 
Mstep: Class 20 contains 14368 members 
Mstep: Class 21 contains 47846 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10756 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19116 members 
Mstep: Class 29 contains 144173 members 
Mstep: Class 30 contains 24372 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179263 members 
Mstep: Class 33 contains 51825 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968768.000000 Penalty: 149390.437500
Iteration 177Q: 44 clusters Score -1.509688e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74538 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12966 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167391 members 
Mstep: Class 12 contains 19348 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57187 members 
Mstep: Class 15 contains 14936 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 62125 members 
Mstep: Class 20 contains 14367 members 
Mstep: Class 21 contains 47847 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10756 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5921 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19116 members 
Mstep: Class 29 contains 144172 members 
Mstep: Class 30 contains 24372 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179262 members 
Mstep: Class 33 contains 51824 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968784.000000 Penalty: 149390.437500
Iteration 178Q: 44 clusters Score -1.509688e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74538 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12967 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167392 members 
Mstep: Class 12 contains 19348 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57189 members 
Mstep: Class 15 contains 14937 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 62125 members 
Mstep: Class 20 contains 14366 members 
Mstep: Class 21 contains 47845 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10757 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5922 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19116 members 
Mstep: Class 29 contains 144174 members 
Mstep: Class 30 contains 24366 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179262 members 
Mstep: Class 33 contains 51823 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3824 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968752.000000 Penalty: 149390.437500
Iteration 179Q: 44 clusters Score -1.509688e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74537 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12966 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 167394 members 
Mstep: Class 12 contains 19348 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57193 members 
Mstep: Class 15 contains 14938 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 62125 members 
Mstep: Class 20 contains 14366 members 
Mstep: Class 21 contains 47843 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10757 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5924 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19116 members 
Mstep: Class 29 contains 144175 members 
Mstep: Class 30 contains 24361 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179262 members 
Mstep: Class 33 contains 51823 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3825 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968768.000000 Penalty: 149390.437500
Iteration 180F: 44 clusters Score -1.509688e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74536 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12966 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167394 members 
Mstep: Class 12 contains 19348 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57193 members 
Mstep: Class 15 contains 14938 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19590 members 
Mstep: Class 19 contains 62125 members 
Mstep: Class 20 contains 14366 members 
Mstep: Class 21 contains 47843 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10758 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5923 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19116 members 
Mstep: Class 29 contains 144173 members 
Mstep: Class 30 contains 24361 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179264 members 
Mstep: Class 33 contains 51823 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3825 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968800.000000 Penalty: 149390.437500
Iteration 181Q: 44 clusters Score -1.509688e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74536 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12966 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12750 members 
Mstep: Class 11 contains 167392 members 
Mstep: Class 12 contains 19348 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57190 members 
Mstep: Class 15 contains 14937 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19590 members 
Mstep: Class 19 contains 62127 members 
Mstep: Class 20 contains 14366 members 
Mstep: Class 21 contains 47842 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10760 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5925 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19115 members 
Mstep: Class 29 contains 144170 members 
Mstep: Class 30 contains 24365 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179264 members 
Mstep: Class 33 contains 51823 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3825 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968832.000000 Penalty: 149390.437500
Iteration 182Q: 44 clusters Score -1.509688e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74536 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12967 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12750 members 
Mstep: Class 11 contains 167392 members 
Mstep: Class 12 contains 19349 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57190 members 
Mstep: Class 15 contains 14937 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19591 members 
Mstep: Class 19 contains 62128 members 
Mstep: Class 20 contains 14366 members 
Mstep: Class 21 contains 47841 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10760 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5926 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19115 members 
Mstep: Class 29 contains 144166 members 
Mstep: Class 30 contains 24364 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179264 members 
Mstep: Class 33 contains 51824 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3825 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968832.000000 Penalty: 149390.437500
Iteration 183Q: 44 clusters Score -1.509688e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74536 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12967 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12750 members 
Mstep: Class 11 contains 167395 members 
Mstep: Class 12 contains 19351 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57188 members 
Mstep: Class 15 contains 14937 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19593 members 
Mstep: Class 19 contains 62127 members 
Mstep: Class 20 contains 14365 members 
Mstep: Class 21 contains 47840 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10760 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5926 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19115 members 
Mstep: Class 29 contains 144162 members 
Mstep: Class 30 contains 24363 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179264 members 
Mstep: Class 33 contains 51827 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3825 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968832.000000 Penalty: 149390.437500
Iteration 184Q: 44 clusters Score -1.509688e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74536 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12966 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12750 members 
Mstep: Class 11 contains 167395 members 
Mstep: Class 12 contains 19353 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57186 members 
Mstep: Class 15 contains 14937 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19594 members 
Mstep: Class 19 contains 62129 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47841 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10759 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5926 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19115 members 
Mstep: Class 29 contains 144158 members 
Mstep: Class 30 contains 24363 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179265 members 
Mstep: Class 33 contains 51828 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3825 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968880.000000 Penalty: 149390.437500
Iteration 185Q: 44 clusters Score -1.509689e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74536 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12965 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12750 members 
Mstep: Class 11 contains 167395 members 
Mstep: Class 12 contains 19354 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57187 members 
Mstep: Class 15 contains 14936 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19595 members 
Mstep: Class 19 contains 62130 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47841 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10760 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5926 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19115 members 
Mstep: Class 29 contains 144154 members 
Mstep: Class 30 contains 24364 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179265 members 
Mstep: Class 33 contains 51830 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3825 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968976.000000 Penalty: 149390.437500
Iteration 186Q: 44 clusters Score -1.50969e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74536 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12963 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12750 members 
Mstep: Class 11 contains 167395 members 
Mstep: Class 12 contains 19354 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57189 members 
Mstep: Class 15 contains 14936 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 62136 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47841 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10760 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5926 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19115 members 
Mstep: Class 29 contains 144145 members 
Mstep: Class 30 contains 24363 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179265 members 
Mstep: Class 33 contains 51833 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7963 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3825 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968976.000000 Penalty: 149390.437500
Iteration 187Q: 44 clusters Score -1.50969e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74536 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12961 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12750 members 
Mstep: Class 11 contains 167395 members 
Mstep: Class 12 contains 19354 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57190 members 
Mstep: Class 15 contains 14936 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19605 members 
Mstep: Class 19 contains 62136 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47841 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10760 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5927 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19115 members 
Mstep: Class 29 contains 144135 members 
Mstep: Class 30 contains 24363 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179264 members 
Mstep: Class 33 contains 51836 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7963 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3825 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968928.000000 Penalty: 149390.437500
Iteration 188Q: 44 clusters Score -1.509689e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74535 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12962 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12750 members 
Mstep: Class 11 contains 167395 members 
Mstep: Class 12 contains 19354 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57190 members 
Mstep: Class 15 contains 14936 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19609 members 
Mstep: Class 19 contains 62136 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47839 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10760 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5927 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19115 members 
Mstep: Class 29 contains 144131 members 
Mstep: Class 30 contains 24363 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179262 members 
Mstep: Class 33 contains 51839 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7963 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3825 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968960.000000 Penalty: 149390.437500
Iteration 189Q: 44 clusters Score -1.50969e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74534 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12962 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12752 members 
Mstep: Class 11 contains 167393 members 
Mstep: Class 12 contains 19354 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57190 members 
Mstep: Class 15 contains 14936 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19615 members 
Mstep: Class 19 contains 62137 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47838 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10759 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5927 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19115 members 
Mstep: Class 29 contains 144122 members 
Mstep: Class 30 contains 24363 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179260 members 
Mstep: Class 33 contains 51844 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7963 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3825 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150969024.000000 Penalty: 149390.437500
Iteration 190Q: 44 clusters Score -1.50969e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74534 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12962 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12753 members 
Mstep: Class 11 contains 167396 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57189 members 
Mstep: Class 15 contains 14936 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 62134 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47838 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10757 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5927 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19115 members 
Mstep: Class 29 contains 144113 members 
Mstep: Class 30 contains 24362 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179258 members 
Mstep: Class 33 contains 51845 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7963 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3826 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150969024.000000 Penalty: 149390.437500
Iteration 191Q: 44 clusters Score -1.50969e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74535 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12962 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12754 members 
Mstep: Class 11 contains 167397 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57191 members 
Mstep: Class 15 contains 14936 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 62138 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47840 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10753 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5927 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19115 members 
Mstep: Class 29 contains 144104 members 
Mstep: Class 30 contains 24362 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179259 members 
Mstep: Class 33 contains 51845 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7963 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3827 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968992.000000 Penalty: 149390.437500
Iteration 192Q: 44 clusters Score -1.50969e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74534 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12962 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12756 members 
Mstep: Class 11 contains 167399 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57195 members 
Mstep: Class 15 contains 14936 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 62140 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47840 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10749 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5927 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19115 members 
Mstep: Class 29 contains 144096 members 
Mstep: Class 30 contains 24361 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179259 members 
Mstep: Class 33 contains 51845 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3829 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150969024.000000 Penalty: 149390.437500
Iteration 193Q: 44 clusters Score -1.50969e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74532 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12962 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8204 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167399 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57195 members 
Mstep: Class 15 contains 14936 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19632 members 
Mstep: Class 19 contains 62142 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47840 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5927 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19115 members 
Mstep: Class 29 contains 144088 members 
Mstep: Class 30 contains 24361 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179258 members 
Mstep: Class 33 contains 51846 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3830 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150968992.000000 Penalty: 149390.437500
Iteration 194Q: 44 clusters Score -1.50969e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74532 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12960 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 8205 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167397 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57192 members 
Mstep: Class 15 contains 14936 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19639 members 
Mstep: Class 19 contains 62142 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47838 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5927 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19115 members 
Mstep: Class 29 contains 144087 members 
Mstep: Class 30 contains 24362 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179256 members 
Mstep: Class 33 contains 51848 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3832 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150969008.000000 Penalty: 149390.437500
Iteration 195Q: 44 clusters Score -1.50969e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74532 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12963 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3990 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 8205 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167395 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57187 members 
Mstep: Class 15 contains 14936 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19643 members 
Mstep: Class 19 contains 62143 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47836 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5927 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19115 members 
Mstep: Class 29 contains 144084 members 
Mstep: Class 30 contains 24361 members 
Mstep: Class 31 contains 3932 members 
Mstep: Class 32 contains 179256 members 
Mstep: Class 33 contains 51849 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3831 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150969024.000000 Penalty: 149390.437500
Iteration 196Q: 44 clusters Score -1.50969e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74531 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12966 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 21536 members 
Mstep: Class 8 contains 8204 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167397 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57185 members 
Mstep: Class 15 contains 14935 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19646 members 
Mstep: Class 19 contains 62144 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47834 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10744 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5927 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19114 members 
Mstep: Class 29 contains 144082 members 
Mstep: Class 30 contains 24360 members 
Mstep: Class 31 contains 3932 members 
Mstep: Class 32 contains 179253 members 
Mstep: Class 33 contains 51849 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3833 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150969056.000000 Penalty: 149390.437500
Iteration 197Q: 44 clusters Score -1.509691e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 74530 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12967 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 21536 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167397 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57189 members 
Mstep: Class 15 contains 14936 members 
Mstep: Class 16 contains 97728 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19649 members 
Mstep: Class 19 contains 62140 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47833 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5926 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19114 members 
Mstep: Class 29 contains 144080 members 
Mstep: Class 30 contains 24354 members 
Mstep: Class 31 contains 3934 members 
Mstep: Class 32 contains 179253 members 
Mstep: Class 33 contains 51851 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3835 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150969088.000000 Penalty: 149390.437500
Iteration 198Q: 44 clusters Score -1.509691e+08 nChanged 60
Entering ConstructFrom: 
Score: -150969088.000000 Penalty: 149390.437500
Entering ConstructFrom: 
Trying to split cluster 1 (1206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Entering Unmasked Estep 
Score: -126268.304688 Penalty: 1759.575928
	Iteration 0F: 2 clusters Score -126268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -124241.054688 Penalty: 3519.151855
	Iteration 0F: 3 clusters Score -124241.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -125312.195312 Penalty: 3519.151855
	Iteration 1F: 3 clusters Score -125312.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -126103.460938 Penalty: 3519.151855
	Iteration 2F: 3 clusters Score -126103.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -126441.601562 Penalty: 3519.151855
	Iteration 3F: 3 clusters Score -126441.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -126656.710938 Penalty: 3519.151855
	Iteration 4F: 3 clusters Score -126656.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -126836.351562 Penalty: 3519.151855
	Iteration 5Q: 3 clusters Score -126836.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -126947.835938 Penalty: 3519.151855
	Iteration 6Q: 3 clusters Score -126947.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -127058.039062 Penalty: 3519.151855
	Iteration 7Q: 3 clusters Score -127058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -127155.007812 Penalty: 3519.151855
	Iteration 8Q: 3 clusters Score -127155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -127297.484375 Penalty: 3519.151855
	Iteration 9Q: 3 clusters Score -127297.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -127398.515625 Penalty: 3519.151855
	Iteration 10Q: 3 clusters Score -127398.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -127438.093750 Penalty: 3519.151855
	Iteration 11Q: 3 clusters Score -127438.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -127475.062500 Penalty: 3519.151855
	Iteration 12Q: 3 clusters Score -127475.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -127529.367188 Penalty: 3519.151855
	Iteration 13Q: 3 clusters Score -127529.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -127613.765625 Penalty: 3519.151855
	Iteration 14Q: 3 clusters Score -127613.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -127740.242188 Penalty: 3519.151855
	Iteration 15Q: 3 clusters Score -127740.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -127875.671875 Penalty: 3519.151855
	Iteration 16Q: 3 clusters Score -127875.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -128001.414062 Penalty: 3519.151855
	Iteration 17Q: 3 clusters Score -128001.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -128025.023438 Penalty: 3519.151855
	Iteration 18Q: 3 clusters Score -128025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -128043.453125 Penalty: 3519.151855
	Iteration 19Q: 3 clusters Score -128043.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -128076.601562 Penalty: 3519.151855
	Iteration 20F: 3 clusters Score -128076.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -128096.796875 Penalty: 3519.151855
	Iteration 21Q: 3 clusters Score -128096.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -128114.523438 Penalty: 3519.151855
	Iteration 22Q: 3 clusters Score -128114.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -128131.312500 Penalty: 3519.151855
	Iteration 23Q: 3 clusters Score -128131.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -128160.554688 Penalty: 3519.151855
	Iteration 24Q: 3 clusters Score -128160.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -128212.218750 Penalty: 3519.151855
	Iteration 25Q: 3 clusters Score -128212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -128237.343750 Penalty: 3519.151855
	Iteration 26Q: 3 clusters Score -128237.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -128380.851562 Penalty: 3519.151855
	Iteration 27Q: 3 clusters Score -128380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -128380.851562 Penalty: 3519.151855
	Iteration 28F: 3 clusters Score -128380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 74529 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12966 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 21537 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167399 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57194 members 
Mstep: Class 15 contains 14938 members 
Mstep: Class 16 contains 97727 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19655 members 
Mstep: Class 19 contains 62141 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47831 members 
Mstep: Class 22 contains 26922 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5927 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19114 members 
Mstep: Class 29 contains 144070 members 
Mstep: Class 30 contains 24349 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179254 members 
Mstep: Class 33 contains 51851 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7965 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3836 members 
Mstep: Class 42 contains 8847 members 
Mstep: Class 43 contains 253 members 
Mstep: Class 44 contains 252 members 
Entering Unmasked Estep 
Score: -150969712.000000 Penalty: 152864.640625
Splitting cluster 1 changes total score from -150969088.000000 to -150969712.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 2 (74529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74529 members 
Entering Unmasked Estep 
Score: -9562284.000000 Penalty: 2782.298096
	Iteration 0F: 2 clusters Score -9562284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -9512505.000000 Penalty: 5564.596191
	Iteration 0F: 3 clusters Score -9512505 nChanged 34874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -9531990.000000 Penalty: 5564.596191
	Iteration 1F: 3 clusters Score -9531990 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -9532940.000000 Penalty: 5564.596191
	Iteration 2Q: 3 clusters Score -9532940 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -9534085.000000 Penalty: 5564.596191
	Iteration 3Q: 3 clusters Score -9534085 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -9535423.000000 Penalty: 5564.596191
	Iteration 4Q: 3 clusters Score -9535423 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -9536933.000000 Penalty: 5564.596191
	Iteration 5Q: 3 clusters Score -9536933 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -9538670.000000 Penalty: 5564.596191
	Iteration 6Q: 3 clusters Score -9538670 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -9540416.000000 Penalty: 5564.596191
	Iteration 7Q: 3 clusters Score -9540416 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -9542324.000000 Penalty: 5564.596191
	Iteration 8Q: 3 clusters Score -9542324 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -9544326.000000 Penalty: 5564.596191
	Iteration 9Q: 3 clusters Score -9544326 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -9546754.000000 Penalty: 5564.596191
	Iteration 10F: 3 clusters Score -9546754 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -9549434.000000 Penalty: 5564.596191
	Iteration 11F: 3 clusters Score -9549434 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -9552021.000000 Penalty: 5564.596191
	Iteration 12F: 3 clusters Score -9552021 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -9554277.000000 Penalty: 5564.596191
	Iteration 13Q: 3 clusters Score -9554277 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66637 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -9556136.000000 Penalty: 5564.596191
	Iteration 14Q: 3 clusters Score -9556136 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68770 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -9557499.000000 Penalty: 5564.596191
	Iteration 15Q: 3 clusters Score -9557499 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70216 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -9558365.000000 Penalty: 5564.596191
	Iteration 16Q: 3 clusters Score -9558365 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71201 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -9558934.000000 Penalty: 5564.596191
	Iteration 17Q: 3 clusters Score -9558934 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71837 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -9559284.000000 Penalty: 5564.596191
	Iteration 18Q: 3 clusters Score -9559284 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72274 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -9559487.000000 Penalty: 5564.596191
	Iteration 19Q: 3 clusters Score -9559487 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72532 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -9559620.000000 Penalty: 5564.596191
	Iteration 20F: 3 clusters Score -9559620 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72733 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -9559714.000000 Penalty: 5564.596191
	Iteration 21Q: 3 clusters Score -9559714 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72892 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -9559768.000000 Penalty: 5564.596191
	Iteration 22Q: 3 clusters Score -9559768 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -9559837.000000 Penalty: 5564.596191
	Iteration 23Q: 3 clusters Score -9559837 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73130 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -9559885.000000 Penalty: 5564.596191
	Iteration 24Q: 3 clusters Score -9559885 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73210 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -9559944.000000 Penalty: 5564.596191
	Iteration 25Q: 3 clusters Score -9559944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9559974.000000 Penalty: 5564.596191
	Iteration 26Q: 3 clusters Score -9559974 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73323 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9560005.000000 Penalty: 5564.596191
	Iteration 27Q: 3 clusters Score -9560005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9560031.000000 Penalty: 5564.596191
	Iteration 28Q: 3 clusters Score -9560031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73373 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9560035.000000 Penalty: 5564.596191
	Iteration 29Q: 3 clusters Score -9560035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73388 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -9560053.000000 Penalty: 5564.596191
	Iteration 30Q: 3 clusters Score -9560053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73405 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -9560061.000000 Penalty: 5564.596191
	Iteration 31Q: 3 clusters Score -9560061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73430 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -9560070.000000 Penalty: 5564.596191
	Iteration 32Q: 3 clusters Score -9560070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9560082.000000 Penalty: 5564.596191
	Iteration 33Q: 3 clusters Score -9560082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73460 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9560090.000000 Penalty: 5564.596191
	Iteration 34Q: 3 clusters Score -9560090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73473 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9560095.000000 Penalty: 5564.596191
	Iteration 35Q: 3 clusters Score -9560095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9560099.000000 Penalty: 5564.596191
	Iteration 36Q: 3 clusters Score -9560099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73492 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -9560095.000000 Penalty: 5564.596191
	Iteration 37Q: 3 clusters Score -9560095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73496 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9560110.000000 Penalty: 5564.596191
	Iteration 38Q: 3 clusters Score -9560110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73504 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -9560113.000000 Penalty: 5564.596191
	Iteration 39Q: 3 clusters Score -9560113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73509 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9560114.000000 Penalty: 5564.596191
	Iteration 40F: 3 clusters Score -9560114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73515 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -9560117.000000 Penalty: 5564.596191
	Iteration 41Q: 3 clusters Score -9560117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73520 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -9560103.000000 Penalty: 5564.596191
	Iteration 42Q: 3 clusters Score -9560103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73520 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -9560103.000000 Penalty: 5564.596191
	Iteration 43F: 3 clusters Score -9560103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -282131.718750 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -282131.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -279320.500000 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -279320.5 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -279862.437500 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -279862.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -279997.875000 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -279997.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -280051.250000 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -280051.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -280082.281250 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -280082.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -280101.406250 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -280101.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -280120.343750 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -280120.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -280137.000000 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -280137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -280149.000000 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -280149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -280156.375000 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -280156.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -280165.968750 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -280166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -280175.562500 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -280175.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -280182.875000 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -280182.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -280192.781250 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -280192.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -280198.437500 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -280198.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -280201.500000 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -280201.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -280202.843750 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -280202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -280205.062500 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -280205.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -280205.062500 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -280205.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -280205.593750 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -280205.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -280205.593750 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -280205.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Entering Unmasked Estep 
Score: -1568070.500000 Penalty: 2348.581299
	Iteration 0F: 2 clusters Score -1568070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1558554.625000 Penalty: 4697.162598
	Iteration 0F: 3 clusters Score -1558555 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1561629.500000 Penalty: 4697.162598
	Iteration 1F: 3 clusters Score -1561630 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1562079.000000 Penalty: 4697.162598
	Iteration 2F: 3 clusters Score -1562079 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1562566.125000 Penalty: 4697.162598
	Iteration 3F: 3 clusters Score -1562566 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1563127.375000 Penalty: 4697.162598
	Iteration 4F: 3 clusters Score -1563127 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1563743.750000 Penalty: 4697.162598
	Iteration 5F: 3 clusters Score -1563744 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1564332.375000 Penalty: 4697.162598
	Iteration 6F: 3 clusters Score -1564332 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1564869.250000 Penalty: 4697.162598
	Iteration 7F: 3 clusters Score -1564869 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1565224.250000 Penalty: 4697.162598
	Iteration 8Q: 3 clusters Score -1565224 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1565505.625000 Penalty: 4697.162598
	Iteration 9Q: 3 clusters Score -1565506 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1565711.000000 Penalty: 4697.162598
	Iteration 10Q: 3 clusters Score -1565711 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1565840.750000 Penalty: 4697.162598
	Iteration 11Q: 3 clusters Score -1565841 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1565961.750000 Penalty: 4697.162598
	Iteration 12Q: 3 clusters Score -1565962 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1566064.250000 Penalty: 4697.162598
	Iteration 13Q: 3 clusters Score -1566064 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1566130.125000 Penalty: 4697.162598
	Iteration 14Q: 3 clusters Score -1566130 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1566165.750000 Penalty: 4697.162598
	Iteration 15Q: 3 clusters Score -1566166 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1566191.250000 Penalty: 4697.162598
	Iteration 16Q: 3 clusters Score -1566191 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1566208.125000 Penalty: 4697.162598
	Iteration 17Q: 3 clusters Score -1566208 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1566228.625000 Penalty: 4697.162598
	Iteration 18Q: 3 clusters Score -1566229 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1566247.250000 Penalty: 4697.162598
	Iteration 19Q: 3 clusters Score -1566247 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1566256.625000 Penalty: 4697.162598
	Iteration 20F: 3 clusters Score -1566257 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1566275.125000 Penalty: 4697.162598
	Iteration 21Q: 3 clusters Score -1566275 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1566283.500000 Penalty: 4697.162598
	Iteration 22Q: 3 clusters Score -1566284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1566288.750000 Penalty: 4697.162598
	Iteration 23Q: 3 clusters Score -1566289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1566290.625000 Penalty: 4697.162598
	Iteration 24Q: 3 clusters Score -1566291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1566294.250000 Penalty: 4697.162598
	Iteration 25Q: 3 clusters Score -1566294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1566295.375000 Penalty: 4697.162598
	Iteration 26Q: 3 clusters Score -1566295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1566299.125000 Penalty: 4697.162598
	Iteration 27Q: 3 clusters Score -1566299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1566302.250000 Penalty: 4697.162598
	Iteration 28Q: 3 clusters Score -1566302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1566306.250000 Penalty: 4697.162598
	Iteration 29Q: 3 clusters Score -1566306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1566310.875000 Penalty: 4697.162598
	Iteration 30Q: 3 clusters Score -1566311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1566314.625000 Penalty: 4697.162598
	Iteration 31Q: 3 clusters Score -1566315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1566313.750000 Penalty: 4697.162598
	Iteration 32Q: 3 clusters Score -1566314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1566315.750000 Penalty: 4697.162598
	Iteration 33Q: 3 clusters Score -1566316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1566315.375000 Penalty: 4697.162598
	Iteration 34Q: 3 clusters Score -1566315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1566317.750000 Penalty: 4697.162598
	Iteration 35Q: 3 clusters Score -1566318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1566317.875000 Penalty: 4697.162598
	Iteration 36Q: 3 clusters Score -1566318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1566319.750000 Penalty: 4697.162598
	Iteration 37Q: 3 clusters Score -1566320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1566319.750000 Penalty: 4697.162598
	Iteration 38F: 3 clusters Score -1566320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Entering Unmasked Estep 
Score: -1814808.875000 Penalty: 2374.458008
	Iteration 0F: 2 clusters Score -1814809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1804357.750000 Penalty: 4748.916016
	Iteration 0F: 3 clusters Score -1804358 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1807618.000000 Penalty: 4748.916016
	Iteration 1F: 3 clusters Score -1807618 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1807952.625000 Penalty: 4748.916016
	Iteration 2F: 3 clusters Score -1807953 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1808207.500000 Penalty: 4748.916016
	Iteration 3Q: 3 clusters Score -1808208 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1808440.750000 Penalty: 4748.916016
	Iteration 4Q: 3 clusters Score -1808441 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1808746.000000 Penalty: 4748.916016
	Iteration 5Q: 3 clusters Score -1808746 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1809159.250000 Penalty: 4748.916016
	Iteration 6Q: 3 clusters Score -1809159 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1809573.000000 Penalty: 4748.916016
	Iteration 7Q: 3 clusters Score -1809573 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1809996.500000 Penalty: 4748.916016
	Iteration 8Q: 3 clusters Score -1809996 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1810446.750000 Penalty: 4748.916016
	Iteration 9Q: 3 clusters Score -1810447 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1811014.375000 Penalty: 4748.916016
	Iteration 10F: 3 clusters Score -1811014 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1811573.625000 Penalty: 4748.916016
	Iteration 11F: 3 clusters Score -1811574 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1812053.375000 Penalty: 4748.916016
	Iteration 12Q: 3 clusters Score -1812053 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1812412.375000 Penalty: 4748.916016
	Iteration 13Q: 3 clusters Score -1812412 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1812661.750000 Penalty: 4748.916016
	Iteration 14Q: 3 clusters Score -1812662 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1812808.750000 Penalty: 4748.916016
	Iteration 15Q: 3 clusters Score -1812809 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1812933.500000 Penalty: 4748.916016
	Iteration 16Q: 3 clusters Score -1812934 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1813039.250000 Penalty: 4748.916016
	Iteration 17Q: 3 clusters Score -1813039 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1813130.875000 Penalty: 4748.916016
	Iteration 18Q: 3 clusters Score -1813131 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1813228.625000 Penalty: 4748.916016
	Iteration 19Q: 3 clusters Score -1813229 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1813299.750000 Penalty: 4748.916016
	Iteration 20F: 3 clusters Score -1813300 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1813380.250000 Penalty: 4748.916016
	Iteration 21Q: 3 clusters Score -1813380 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1813443.375000 Penalty: 4748.916016
	Iteration 22Q: 3 clusters Score -1813443 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1813495.750000 Penalty: 4748.916016
	Iteration 23Q: 3 clusters Score -1813496 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1813542.625000 Penalty: 4748.916016
	Iteration 24Q: 3 clusters Score -1813543 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1813573.625000 Penalty: 4748.916016
	Iteration 25Q: 3 clusters Score -1813574 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1813601.875000 Penalty: 4748.916016
	Iteration 26Q: 3 clusters Score -1813602 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1813620.000000 Penalty: 4748.916016
	Iteration 27Q: 3 clusters Score -1813620 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1813645.000000 Penalty: 4748.916016
	Iteration 28Q: 3 clusters Score -1813645 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1813660.000000 Penalty: 4748.916016
	Iteration 29Q: 3 clusters Score -1813660 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1813681.250000 Penalty: 4748.916016
	Iteration 30Q: 3 clusters Score -1813681 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1813690.875000 Penalty: 4748.916016
	Iteration 31Q: 3 clusters Score -1813691 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1813705.375000 Penalty: 4748.916016
	Iteration 32Q: 3 clusters Score -1813705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1813709.500000 Penalty: 4748.916016
	Iteration 33Q: 3 clusters Score -1813710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1813725.375000 Penalty: 4748.916016
	Iteration 34Q: 3 clusters Score -1813725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1813731.000000 Penalty: 4748.916016
	Iteration 35Q: 3 clusters Score -1813731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1813734.875000 Penalty: 4748.916016
	Iteration 36Q: 3 clusters Score -1813735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1813743.250000 Penalty: 4748.916016
	Iteration 37Q: 3 clusters Score -1813743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1813744.125000 Penalty: 4748.916016
	Iteration 38Q: 3 clusters Score -1813744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1813741.250000 Penalty: 4748.916016
	Iteration 39Q: 3 clusters Score -1813741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1813751.875000 Penalty: 4748.916016
	Iteration 40F: 3 clusters Score -1813752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1813752.375000 Penalty: 4748.916016
	Iteration 41Q: 3 clusters Score -1813752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1813757.375000 Penalty: 4748.916016
	Iteration 42Q: 3 clusters Score -1813757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1813759.375000 Penalty: 4748.916016
	Iteration 43Q: 3 clusters Score -1813759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1813759.500000 Penalty: 4748.916016
	Iteration 44Q: 3 clusters Score -1813760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1813759.375000 Penalty: 4748.916016
	Iteration 45Q: 3 clusters Score -1813759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1813764.500000 Penalty: 4748.916016
	Iteration 46Q: 3 clusters Score -1813764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1813764.375000 Penalty: 4748.916016
	Iteration 47Q: 3 clusters Score -1813764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1813761.375000 Penalty: 4748.916016
	Iteration 48Q: 3 clusters Score -1813761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1813762.375000 Penalty: 4748.916016
	Iteration 49Q: 3 clusters Score -1813762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1813761.750000 Penalty: 4748.916016
	Iteration 50Q: 3 clusters Score -1813762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1813762.625000 Penalty: 4748.916016
	Iteration 51Q: 3 clusters Score -1813763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1813763.750000 Penalty: 4748.916016
	Iteration 52Q: 3 clusters Score -1813764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1813766.125000 Penalty: 4748.916016
	Iteration 53Q: 3 clusters Score -1813766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1813767.125000 Penalty: 4748.916016
	Iteration 54Q: 3 clusters Score -1813767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1813770.625000 Penalty: 4748.916016
	Iteration 55Q: 3 clusters Score -1813771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1813772.500000 Penalty: 4748.916016
	Iteration 56Q: 3 clusters Score -1813772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1813776.750000 Penalty: 4748.916016
	Iteration 57Q: 3 clusters Score -1813777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1813780.250000 Penalty: 4748.916016
	Iteration 58Q: 3 clusters Score -1813780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1813776.500000 Penalty: 4748.916016
	Iteration 59Q: 3 clusters Score -1813776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1813777.375000 Penalty: 4748.916016
	Iteration 60F: 3 clusters Score -1813777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1813780.250000 Penalty: 4748.916016
	Iteration 61Q: 3 clusters Score -1813780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1813780.625000 Penalty: 4748.916016
	Iteration 62Q: 3 clusters Score -1813781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1813781.250000 Penalty: 4748.916016
	Iteration 63Q: 3 clusters Score -1813781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1813779.000000 Penalty: 4748.916016
	Iteration 64Q: 3 clusters Score -1813779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1813782.375000 Penalty: 4748.916016
	Iteration 65Q: 3 clusters Score -1813782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1813782.000000 Penalty: 4748.916016
	Iteration 66Q: 3 clusters Score -1813782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1813780.750000 Penalty: 4748.916016
	Iteration 67Q: 3 clusters Score -1813781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1813780.375000 Penalty: 4748.916016
	Iteration 68Q: 3 clusters Score -1813780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1813781.875000 Penalty: 4748.916016
	Iteration 69Q: 3 clusters Score -1813782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1813780.875000 Penalty: 4748.916016
	Iteration 70Q: 3 clusters Score -1813781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1813782.250000 Penalty: 4748.916016
	Iteration 71Q: 3 clusters Score -1813782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1813780.125000 Penalty: 4748.916016
	Iteration 72Q: 3 clusters Score -1813780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1813784.000000 Penalty: 4748.916016
	Iteration 73Q: 3 clusters Score -1813784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1813786.000000 Penalty: 4748.916016
	Iteration 74Q: 3 clusters Score -1813786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1813782.875000 Penalty: 4748.916016
	Iteration 75Q: 3 clusters Score -1813783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1813785.500000 Penalty: 4748.916016
	Iteration 76Q: 3 clusters Score -1813786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1813786.625000 Penalty: 4748.916016
	Iteration 77Q: 3 clusters Score -1813787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1813788.250000 Penalty: 4748.916016
	Iteration 78Q: 3 clusters Score -1813788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1813791.250000 Penalty: 4748.916016
	Iteration 79Q: 3 clusters Score -1813791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1813792.000000 Penalty: 4748.916016
	Iteration 80F: 3 clusters Score -1813792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1813794.875000 Penalty: 4748.916016
	Iteration 81Q: 3 clusters Score -1813795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1813798.000000 Penalty: 4748.916016
	Iteration 82Q: 3 clusters Score -1813798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1813796.875000 Penalty: 4748.916016
	Iteration 83Q: 3 clusters Score -1813797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1813795.625000 Penalty: 4748.916016
	Iteration 84Q: 3 clusters Score -1813796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1813795.875000 Penalty: 4748.916016
	Iteration 85Q: 3 clusters Score -1813796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1813795.875000 Penalty: 4748.916016
	Iteration 86F: 3 clusters Score -1813796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Entering Unmasked Estep 
Score: -466264.125000 Penalty: 2056.489990
	Iteration 0F: 2 clusters Score -466264.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -462427.375000 Penalty: 4112.979980
	Iteration 0F: 3 clusters Score -462427.4 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -463308.218750 Penalty: 4112.979980
	Iteration 1F: 3 clusters Score -463308.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -463509.656250 Penalty: 4112.979980
	Iteration 2F: 3 clusters Score -463509.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -463635.000000 Penalty: 4112.979980
	Iteration 3F: 3 clusters Score -463635 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -463724.718750 Penalty: 4112.979980
	Iteration 4Q: 3 clusters Score -463724.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -463783.375000 Penalty: 4112.979980
	Iteration 5Q: 3 clusters Score -463783.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -463841.031250 Penalty: 4112.979980
	Iteration 6Q: 3 clusters Score -463841 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -463889.718750 Penalty: 4112.979980
	Iteration 7Q: 3 clusters Score -463889.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -463956.156250 Penalty: 4112.979980
	Iteration 8Q: 3 clusters Score -463956.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -464018.187500 Penalty: 4112.979980
	Iteration 9Q: 3 clusters Score -464018.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -464075.531250 Penalty: 4112.979980
	Iteration 10Q: 3 clusters Score -464075.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -464127.968750 Penalty: 4112.979980
	Iteration 11Q: 3 clusters Score -464128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -464174.437500 Penalty: 4112.979980
	Iteration 12Q: 3 clusters Score -464174.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -464231.500000 Penalty: 4112.979980
	Iteration 13Q: 3 clusters Score -464231.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -464300.968750 Penalty: 4112.979980
	Iteration 14Q: 3 clusters Score -464301 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -464372.187500 Penalty: 4112.979980
	Iteration 15Q: 3 clusters Score -464372.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -464426.281250 Penalty: 4112.979980
	Iteration 16Q: 3 clusters Score -464426.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -464487.468750 Penalty: 4112.979980
	Iteration 17Q: 3 clusters Score -464487.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -464552.531250 Penalty: 4112.979980
	Iteration 18Q: 3 clusters Score -464552.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -464623.468750 Penalty: 4112.979980
	Iteration 19Q: 3 clusters Score -464623.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -464707.156250 Penalty: 4112.979980
	Iteration 20F: 3 clusters Score -464707.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -464777.937500 Penalty: 4112.979980
	Iteration 21Q: 3 clusters Score -464777.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -464821.187500 Penalty: 4112.979980
	Iteration 22Q: 3 clusters Score -464821.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -464857.718750 Penalty: 4112.979980
	Iteration 23Q: 3 clusters Score -464857.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -464871.781250 Penalty: 4112.979980
	Iteration 24Q: 3 clusters Score -464871.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -464887.343750 Penalty: 4112.979980
	Iteration 25Q: 3 clusters Score -464887.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -464907.125000 Penalty: 4112.979980
	Iteration 26Q: 3 clusters Score -464907.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -464945.625000 Penalty: 4112.979980
	Iteration 27Q: 3 clusters Score -464945.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -464972.125000 Penalty: 4112.979980
	Iteration 28Q: 3 clusters Score -464972.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -465001.250000 Penalty: 4112.979980
	Iteration 29Q: 3 clusters Score -465001.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -465020.687500 Penalty: 4112.979980
	Iteration 30Q: 3 clusters Score -465020.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -465042.875000 Penalty: 4112.979980
	Iteration 31Q: 3 clusters Score -465042.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -465055.968750 Penalty: 4112.979980
	Iteration 32Q: 3 clusters Score -465056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -465064.625000 Penalty: 4112.979980
	Iteration 33Q: 3 clusters Score -465064.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -465071.843750 Penalty: 4112.979980
	Iteration 34Q: 3 clusters Score -465071.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -465081.093750 Penalty: 4112.979980
	Iteration 35Q: 3 clusters Score -465081.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -465093.812500 Penalty: 4112.979980
	Iteration 36Q: 3 clusters Score -465093.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -465101.906250 Penalty: 4112.979980
	Iteration 37Q: 3 clusters Score -465101.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -465107.468750 Penalty: 4112.979980
	Iteration 38Q: 3 clusters Score -465107.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -465110.437500 Penalty: 4112.979980
	Iteration 39Q: 3 clusters Score -465110.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -465122.437500 Penalty: 4112.979980
	Iteration 40F: 3 clusters Score -465122.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -465167.375000 Penalty: 4112.979980
	Iteration 41Q: 3 clusters Score -465167.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -465198.562500 Penalty: 4112.979980
	Iteration 42Q: 3 clusters Score -465198.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -465245.000000 Penalty: 4112.979980
	Iteration 43Q: 3 clusters Score -465245 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -465343.437500 Penalty: 4112.979980
	Iteration 44Q: 3 clusters Score -465343.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -465432.281250 Penalty: 4112.979980
	Iteration 45Q: 3 clusters Score -465432.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -465491.625000 Penalty: 4112.979980
	Iteration 46Q: 3 clusters Score -465491.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -465546.531250 Penalty: 4112.979980
	Iteration 47Q: 3 clusters Score -465546.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -465589.281250 Penalty: 4112.979980
	Iteration 48Q: 3 clusters Score -465589.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -465629.656250 Penalty: 4112.979980
	Iteration 49Q: 3 clusters Score -465629.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -465660.531250 Penalty: 4112.979980
	Iteration 50Q: 3 clusters Score -465660.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -465694.218750 Penalty: 4112.979980
	Iteration 51Q: 3 clusters Score -465694.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -465753.437500 Penalty: 4112.979980
	Iteration 52Q: 3 clusters Score -465753.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -465824.531250 Penalty: 4112.979980
	Iteration 53Q: 3 clusters Score -465824.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -465883.500000 Penalty: 4112.979980
	Iteration 54Q: 3 clusters Score -465883.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -465917.125000 Penalty: 4112.979980
	Iteration 55Q: 3 clusters Score -465917.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -465942.343750 Penalty: 4112.979980
	Iteration 56Q: 3 clusters Score -465942.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -465952.500000 Penalty: 4112.979980
	Iteration 57Q: 3 clusters Score -465952.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -465956.218750 Penalty: 4112.979980
	Iteration 58Q: 3 clusters Score -465956.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -465962.531250 Penalty: 4112.979980
	Iteration 59Q: 3 clusters Score -465962.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -465967.875000 Penalty: 4112.979980
	Iteration 60F: 3 clusters Score -465967.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -465968.750000 Penalty: 4112.979980
	Iteration 61Q: 3 clusters Score -465968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -465970.656250 Penalty: 4112.979980
	Iteration 62Q: 3 clusters Score -465970.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -465971.437500 Penalty: 4112.979980
	Iteration 63Q: 3 clusters Score -465971.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -465971.437500 Penalty: 4112.979980
	Iteration 64F: 3 clusters Score -465971.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Entering Unmasked Estep 
Score: -2609004.750000 Penalty: 2474.426758
	Iteration 0F: 2 clusters Score -2609005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2593844.750000 Penalty: 4948.853516
	Iteration 0F: 3 clusters Score -2593845 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2599233.750000 Penalty: 4948.853516
	Iteration 1F: 3 clusters Score -2599234 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2599848.500000 Penalty: 4948.853516
	Iteration 2F: 3 clusters Score -2599848 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2600503.250000 Penalty: 4948.853516
	Iteration 3F: 3 clusters Score -2600503 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2601202.500000 Penalty: 4948.853516
	Iteration 4F: 3 clusters Score -2601202 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2601871.000000 Penalty: 4948.853516
	Iteration 5F: 3 clusters Score -2601871 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2602456.000000 Penalty: 4948.853516
	Iteration 6F: 3 clusters Score -2602456 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2602989.250000 Penalty: 4948.853516
	Iteration 7Q: 3 clusters Score -2602989 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2603411.000000 Penalty: 4948.853516
	Iteration 8Q: 3 clusters Score -2603411 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2603762.500000 Penalty: 4948.853516
	Iteration 9Q: 3 clusters Score -2603762 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2604056.000000 Penalty: 4948.853516
	Iteration 10Q: 3 clusters Score -2604056 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2604353.250000 Penalty: 4948.853516
	Iteration 11Q: 3 clusters Score -2604353 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2604610.250000 Penalty: 4948.853516
	Iteration 12Q: 3 clusters Score -2604610 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2604835.750000 Penalty: 4948.853516
	Iteration 13Q: 3 clusters Score -2604836 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2605020.500000 Penalty: 4948.853516
	Iteration 14Q: 3 clusters Score -2605020 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2605166.750000 Penalty: 4948.853516
	Iteration 15Q: 3 clusters Score -2605167 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2605270.750000 Penalty: 4948.853516
	Iteration 16Q: 3 clusters Score -2605271 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2605367.250000 Penalty: 4948.853516
	Iteration 17Q: 3 clusters Score -2605367 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2605470.250000 Penalty: 4948.853516
	Iteration 18Q: 3 clusters Score -2605470 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2605552 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2605624.000000 Penalty: 4948.853516
	Iteration 20F: 3 clusters Score -2605624 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2605675.750000 Penalty: 4948.853516
	Iteration 21Q: 3 clusters Score -2605676 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2605706.250000 Penalty: 4948.853516
	Iteration 22Q: 3 clusters Score -2605706 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2605733.500000 Penalty: 4948.853516
	Iteration 23Q: 3 clusters Score -2605734 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2605765.250000 Penalty: 4948.853516
	Iteration 24Q: 3 clusters Score -2605765 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2605771.500000 Penalty: 4948.853516
	Iteration 25Q: 3 clusters Score -2605772 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2605793.000000 Penalty: 4948.853516
	Iteration 26Q: 3 clusters Score -2605793 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2605810.750000 Penalty: 4948.853516
	Iteration 27Q: 3 clusters Score -2605811 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2605830.500000 Penalty: 4948.853516
	Iteration 28Q: 3 clusters Score -2605830 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2605850.000000 Penalty: 4948.853516
	Iteration 29Q: 3 clusters Score -2605850 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2605867.000000 Penalty: 4948.853516
	Iteration 30Q: 3 clusters Score -2605867 nChanged 72
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Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2605872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2605892.250000 Penalty: 4948.853516
	Iteration 32Q: 3 clusters Score -2605892 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2605886.750000 Penalty: 4948.853516
	Iteration 33Q: 3 clusters Score -2605887 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2605888.500000 Penalty: 4948.853516
	Iteration 34Q: 3 clusters Score -2605888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2605895.000000 Penalty: 4948.853516
	Iteration 35Q: 3 clusters Score -2605895 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2605903.000000 Penalty: 4948.853516
	Iteration 36Q: 3 clusters Score -2605903 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2605912.250000 Penalty: 4948.853516
	Iteration 37Q: 3 clusters Score -2605912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2605925.000000 Penalty: 4948.853516
	Iteration 38Q: 3 clusters Score -2605925 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2605931.000000 Penalty: 4948.853516
	Iteration 39Q: 3 clusters Score -2605931 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2605931 nChanged 38
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Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2605934.250000 Penalty: 4948.853516
	Iteration 41Q: 3 clusters Score -2605934 nChanged 40
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Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2605939.250000 Penalty: 4948.853516
	Iteration 42Q: 3 clusters Score -2605939 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2605946.750000 Penalty: 4948.853516
	Iteration 43Q: 3 clusters Score -2605947 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2605947 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2605952.750000 Penalty: 4948.853516
	Iteration 45Q: 3 clusters Score -2605953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2605956.500000 Penalty: 4948.853516
	Iteration 46Q: 3 clusters Score -2605956 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2605953 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2605956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2605960.500000 Penalty: 4948.853516
	Iteration 49Q: 3 clusters Score -2605960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2605963.750000 Penalty: 4948.853516
	Iteration 50Q: 3 clusters Score -2605964 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2605961.000000 Penalty: 4948.853516
	Iteration 51Q: 3 clusters Score -2605961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2605961.500000 Penalty: 4948.853516
	Iteration 52Q: 3 clusters Score -2605962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2605964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2605971.250000 Penalty: 4948.853516
	Iteration 54Q: 3 clusters Score -2605971 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2605969.500000 Penalty: 4948.853516
	Iteration 55Q: 3 clusters Score -2605970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2605967.500000 Penalty: 4948.853516
	Iteration 56Q: 3 clusters Score -2605968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2605966.500000 Penalty: 4948.853516
	Iteration 57Q: 3 clusters Score -2605966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2605978.000000 Penalty: 4948.853516
	Iteration 58Q: 3 clusters Score -2605978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2605969.750000 Penalty: 4948.853516
	Iteration 59Q: 3 clusters Score -2605970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2605977.750000 Penalty: 4948.853516
	Iteration 60F: 3 clusters Score -2605978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2605975.000000 Penalty: 4948.853516
	Iteration 61Q: 3 clusters Score -2605975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2605979.750000 Penalty: 4948.853516
	Iteration 62Q: 3 clusters Score -2605980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2605981.750000 Penalty: 4948.853516
	Iteration 63Q: 3 clusters Score -2605982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2605986.000000 Penalty: 4948.853516
	Iteration 64Q: 3 clusters Score -2605986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2605983.000000 Penalty: 4948.853516
	Iteration 65Q: 3 clusters Score -2605983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2605980.250000 Penalty: 4948.853516
	Iteration 66Q: 3 clusters Score -2605980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2605977.500000 Penalty: 4948.853516
	Iteration 67Q: 3 clusters Score -2605978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2605987.000000 Penalty: 4948.853516
	Iteration 68Q: 3 clusters Score -2605987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2605988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2605992.500000 Penalty: 4948.853516
	Iteration 70Q: 3 clusters Score -2605992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2605990.250000 Penalty: 4948.853516
	Iteration 71Q: 3 clusters Score -2605990 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2605991 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2605988 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2605989.500000 Penalty: 4948.853516
	Iteration 74Q: 3 clusters Score -2605990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2605989.500000 Penalty: 4948.853516
	Iteration 75Q: 3 clusters Score -2605990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2605991 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2605992 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2605991 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2605994 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2605998.500000 Penalty: 4948.853516
	Iteration 80F: 3 clusters Score -2605998 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2605994 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2605994 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2605992 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2605991 nChanged 9
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Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2605997 nChanged 11
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Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2605995 nChanged 10
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Mstep: Class 1 contains 11552 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2605999 nChanged 9
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Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2605997 nChanged 14
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Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2605996 nChanged 12
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Mstep: Class 1 contains 11529 members 
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	Iteration 90Q: 3 clusters Score -2605994 nChanged 13
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Mstep: Class 1 contains 11518 members 
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	Iteration 91Q: 3 clusters Score -2606000 nChanged 10
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Mstep: Class 1 contains 11512 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2605994 nChanged 5
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Mstep: Class 1 contains 11507 members 
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	Iteration 93Q: 3 clusters Score -2605996 nChanged 8
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	Iteration 94Q: 3 clusters Score -2605994 nChanged 12
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Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 10040 members 
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	Iteration 95Q: 3 clusters Score -2605997 nChanged 15
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Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2606003.250000 Penalty: 4948.853516
	Iteration 96Q: 3 clusters Score -2606003 nChanged 10
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Mstep: Class 1 contains 11486 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2606002 nChanged 7
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Mstep: Class 1 contains 11481 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2606002 nChanged 7
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Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 10061 members 
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	Iteration 99Q: 3 clusters Score -2606003 nChanged 4
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Mstep: Class 1 contains 11472 members 
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Entering Unmasked Estep 
Score: -2606004.500000 Penalty: 4948.853516
	Iteration 100F: 3 clusters Score -2606004 nChanged 3
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Mstep: Class 1 contains 11469 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2606008 nChanged 3
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Entering Unmasked Estep 
Score: -2606005.250000 Penalty: 4948.853516
	Iteration 102Q: 3 clusters Score -2606005 nChanged 3
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	Iteration 103Q: 3 clusters Score -2606010 nChanged 1
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	Iteration 104Q: 3 clusters Score -2606010 nChanged 3
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	Iteration 105Q: 3 clusters Score -2606011 nChanged 4
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	Iteration 106Q: 3 clusters Score -2606006 nChanged 5
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	Iteration 107Q: 3 clusters Score -2606002 nChanged 10
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Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2606008.000000 Penalty: 4948.853516
	Iteration 108Q: 3 clusters Score -2606008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2606008.000000 Penalty: 4948.853516
	Iteration 109Q: 3 clusters Score -2606008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2606008.000000 Penalty: 4948.853516
	Iteration 110Q: 3 clusters Score -2606008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2606002.250000 Penalty: 4948.853516
	Iteration 111Q: 3 clusters Score -2606002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2606002.750000 Penalty: 4948.853516
	Iteration 112Q: 3 clusters Score -2606003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2606006.250000 Penalty: 4948.853516
	Iteration 113Q: 3 clusters Score -2606006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2606005.000000 Penalty: 4948.853516
	Iteration 114Q: 3 clusters Score -2606005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2606006.000000 Penalty: 4948.853516
	Iteration 115Q: 3 clusters Score -2606006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2606007.250000 Penalty: 4948.853516
	Iteration 116Q: 3 clusters Score -2606007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2606007.750000 Penalty: 4948.853516
	Iteration 117Q: 3 clusters Score -2606008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2606008.500000 Penalty: 4948.853516
	Iteration 118Q: 3 clusters Score -2606008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2606009.500000 Penalty: 4948.853516
	Iteration 119Q: 3 clusters Score -2606010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2606012.000000 Penalty: 4948.853516
	Iteration 120F: 3 clusters Score -2606012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2606011.000000 Penalty: 4948.853516
	Iteration 121Q: 3 clusters Score -2606011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2606014.250000 Penalty: 4948.853516
	Iteration 122Q: 3 clusters Score -2606014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2606020.250000 Penalty: 4948.853516
	Iteration 123Q: 3 clusters Score -2606020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2606017.500000 Penalty: 4948.853516
	Iteration 124Q: 3 clusters Score -2606018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2606019.000000 Penalty: 4948.853516
	Iteration 125Q: 3 clusters Score -2606019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2606019.000000 Penalty: 4948.853516
	Iteration 126F: 3 clusters Score -2606019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Entering Unmasked Estep 
Score: -906940.875000 Penalty: 2235.009033
	Iteration 0F: 2 clusters Score -906940.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -900454.125000 Penalty: 4470.018066
	Iteration 0F: 3 clusters Score -900454.1 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -902536.562500 Penalty: 4470.018066
	Iteration 1F: 3 clusters Score -902536.6 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -903075.125000 Penalty: 4470.018066
	Iteration 2F: 3 clusters Score -903075.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -903563.500000 Penalty: 4470.018066
	Iteration 3F: 3 clusters Score -903563.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -904005.875000 Penalty: 4470.018066
	Iteration 4F: 3 clusters Score -904005.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -904416.937500 Penalty: 4470.018066
	Iteration 5F: 3 clusters Score -904416.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -904780.437500 Penalty: 4470.018066
	Iteration 6F: 3 clusters Score -904780.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -905077.125000 Penalty: 4470.018066
	Iteration 7Q: 3 clusters Score -905077.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -905310.000000 Penalty: 4470.018066
	Iteration 8Q: 3 clusters Score -905310 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -905470.062500 Penalty: 4470.018066
	Iteration 9Q: 3 clusters Score -905470.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -905562.687500 Penalty: 4470.018066
	Iteration 10Q: 3 clusters Score -905562.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -905618.125000 Penalty: 4470.018066
	Iteration 11Q: 3 clusters Score -905618.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -905654.187500 Penalty: 4470.018066
	Iteration 12Q: 3 clusters Score -905654.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -905683.000000 Penalty: 4470.018066
	Iteration 13Q: 3 clusters Score -905683 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -905704.312500 Penalty: 4470.018066
	Iteration 14Q: 3 clusters Score -905704.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -905722.812500 Penalty: 4470.018066
	Iteration 15Q: 3 clusters Score -905722.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -905741.687500 Penalty: 4470.018066
	Iteration 16Q: 3 clusters Score -905741.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -905763.937500 Penalty: 4470.018066
	Iteration 17Q: 3 clusters Score -905763.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -905782.062500 Penalty: 4470.018066
	Iteration 18Q: 3 clusters Score -905782.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -905794.687500 Penalty: 4470.018066
	Iteration 19Q: 3 clusters Score -905794.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -905812.750000 Penalty: 4470.018066
	Iteration 20F: 3 clusters Score -905812.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -905830.875000 Penalty: 4470.018066
	Iteration 21Q: 3 clusters Score -905830.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -905851.562500 Penalty: 4470.018066
	Iteration 22Q: 3 clusters Score -905851.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -905873.937500 Penalty: 4470.018066
	Iteration 23Q: 3 clusters Score -905873.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -905885.125000 Penalty: 4470.018066
	Iteration 24Q: 3 clusters Score -905885.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -905894.687500 Penalty: 4470.018066
	Iteration 25Q: 3 clusters Score -905894.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -905900.625000 Penalty: 4470.018066
	Iteration 26Q: 3 clusters Score -905900.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -905904.812500 Penalty: 4470.018066
	Iteration 27Q: 3 clusters Score -905904.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -905906.500000 Penalty: 4470.018066
	Iteration 28Q: 3 clusters Score -905906.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -905914.062500 Penalty: 4470.018066
	Iteration 29Q: 3 clusters Score -905914.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -905915.750000 Penalty: 4470.018066
	Iteration 30Q: 3 clusters Score -905915.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -905919.875000 Penalty: 4470.018066
	Iteration 31Q: 3 clusters Score -905919.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -905929.125000 Penalty: 4470.018066
	Iteration 32Q: 3 clusters Score -905929.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -905938.312500 Penalty: 4470.018066
	Iteration 33Q: 3 clusters Score -905938.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -905947.125000 Penalty: 4470.018066
	Iteration 34Q: 3 clusters Score -905947.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -905957.687500 Penalty: 4470.018066
	Iteration 35Q: 3 clusters Score -905957.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -905971.562500 Penalty: 4470.018066
	Iteration 36Q: 3 clusters Score -905971.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -905991.562500 Penalty: 4470.018066
	Iteration 37Q: 3 clusters Score -905991.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -906016.500000 Penalty: 4470.018066
	Iteration 38Q: 3 clusters Score -906016.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -906047.562500 Penalty: 4470.018066
	Iteration 39Q: 3 clusters Score -906047.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -906091.500000 Penalty: 4470.018066
	Iteration 40F: 3 clusters Score -906091.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -906131.937500 Penalty: 4470.018066
	Iteration 41Q: 3 clusters Score -906131.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -906171.812500 Penalty: 4470.018066
	Iteration 42Q: 3 clusters Score -906171.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -906210.125000 Penalty: 4470.018066
	Iteration 43Q: 3 clusters Score -906210.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -906230.312500 Penalty: 4470.018066
	Iteration 44Q: 3 clusters Score -906230.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -906244.437500 Penalty: 4470.018066
	Iteration 45Q: 3 clusters Score -906244.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -906252.562500 Penalty: 4470.018066
	Iteration 46Q: 3 clusters Score -906252.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -906259.875000 Penalty: 4470.018066
	Iteration 47Q: 3 clusters Score -906259.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -906267.500000 Penalty: 4470.018066
	Iteration 48Q: 3 clusters Score -906267.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -906273.375000 Penalty: 4470.018066
	Iteration 49Q: 3 clusters Score -906273.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -906273.937500 Penalty: 4470.018066
	Iteration 50Q: 3 clusters Score -906273.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -906278.812500 Penalty: 4470.018066
	Iteration 51Q: 3 clusters Score -906278.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -906279.687500 Penalty: 4470.018066
	Iteration 52Q: 3 clusters Score -906279.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -906279.875000 Penalty: 4470.018066
	Iteration 53Q: 3 clusters Score -906279.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -906281.375000 Penalty: 4470.018066
	Iteration 54Q: 3 clusters Score -906281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -906281.562500 Penalty: 4470.018066
	Iteration 55Q: 3 clusters Score -906281.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -906282.937500 Penalty: 4470.018066
	Iteration 56Q: 3 clusters Score -906282.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -906282.187500 Penalty: 4470.018066
	Iteration 57Q: 3 clusters Score -906282.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -906282.187500 Penalty: 4470.018066
	Iteration 58F: 3 clusters Score -906282.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Entering Unmasked Estep 
Score: -351216.687500 Penalty: 1958.160400
	Iteration 0F: 2 clusters Score -351216.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -348135.843750 Penalty: 3916.320801
	Iteration 0F: 3 clusters Score -348135.8 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -348734.718750 Penalty: 3916.320801
	Iteration 1F: 3 clusters Score -348734.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -348871.718750 Penalty: 3916.320801
	Iteration 2F: 3 clusters Score -348871.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -348933.468750 Penalty: 3916.320801
	Iteration 3Q: 3 clusters Score -348933.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -348970.656250 Penalty: 3916.320801
	Iteration 4Q: 3 clusters Score -348970.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -348992.750000 Penalty: 3916.320801
	Iteration 5Q: 3 clusters Score -348992.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -349017.437500 Penalty: 3916.320801
	Iteration 6Q: 3 clusters Score -349017.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -349042.250000 Penalty: 3916.320801
	Iteration 7Q: 3 clusters Score -349042.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -349061.750000 Penalty: 3916.320801
	Iteration 8Q: 3 clusters Score -349061.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -349081.843750 Penalty: 3916.320801
	Iteration 9Q: 3 clusters Score -349081.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -349099.781250 Penalty: 3916.320801
	Iteration 10Q: 3 clusters Score -349099.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -349109.593750 Penalty: 3916.320801
	Iteration 11Q: 3 clusters Score -349109.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -349117.593750 Penalty: 3916.320801
	Iteration 12Q: 3 clusters Score -349117.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -349128.562500 Penalty: 3916.320801
	Iteration 13Q: 3 clusters Score -349128.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -349135.218750 Penalty: 3916.320801
	Iteration 14Q: 3 clusters Score -349135.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -349141.437500 Penalty: 3916.320801
	Iteration 15Q: 3 clusters Score -349141.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -349145.656250 Penalty: 3916.320801
	Iteration 16Q: 3 clusters Score -349145.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -349152.218750 Penalty: 3916.320801
	Iteration 17Q: 3 clusters Score -349152.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -349155.843750 Penalty: 3916.320801
	Iteration 18Q: 3 clusters Score -349155.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -349158.968750 Penalty: 3916.320801
	Iteration 19Q: 3 clusters Score -349159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -349162.156250 Penalty: 3916.320801
	Iteration 20F: 3 clusters Score -349162.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -349163.531250 Penalty: 3916.320801
	Iteration 21Q: 3 clusters Score -349163.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -349166.437500 Penalty: 3916.320801
	Iteration 22Q: 3 clusters Score -349166.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -349167.281250 Penalty: 3916.320801
	Iteration 23Q: 3 clusters Score -349167.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -349169.125000 Penalty: 3916.320801
	Iteration 24Q: 3 clusters Score -349169.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -349169.625000 Penalty: 3916.320801
	Iteration 25Q: 3 clusters Score -349169.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -349169.968750 Penalty: 3916.320801
	Iteration 26Q: 3 clusters Score -349170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -349171.187500 Penalty: 3916.320801
	Iteration 27Q: 3 clusters Score -349171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -349173.406250 Penalty: 3916.320801
	Iteration 28Q: 3 clusters Score -349173.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -349174.812500 Penalty: 3916.320801
	Iteration 29Q: 3 clusters Score -349174.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -349177.187500 Penalty: 3916.320801
	Iteration 30Q: 3 clusters Score -349177.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -349178.937500 Penalty: 3916.320801
	Iteration 31Q: 3 clusters Score -349178.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -349181.500000 Penalty: 3916.320801
	Iteration 32Q: 3 clusters Score -349181.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -349181.781250 Penalty: 3916.320801
	Iteration 33Q: 3 clusters Score -349181.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -349182.500000 Penalty: 3916.320801
	Iteration 34Q: 3 clusters Score -349182.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -349182.500000 Penalty: 3916.320801
	Iteration 35F: 3 clusters Score -349182.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Entering Unmasked Estep 
Score: -1617883.500000 Penalty: 2344.570557
	Iteration 0F: 2 clusters Score -1617884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1608361.250000 Penalty: 4689.141113
	Iteration 0F: 3 clusters Score -1608361 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1611279.625000 Penalty: 4689.141113
	Iteration 1F: 3 clusters Score -1611280 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1611697.500000 Penalty: 4689.141113
	Iteration 2F: 3 clusters Score -1611698 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1612080.375000 Penalty: 4689.141113
	Iteration 3F: 3 clusters Score -1612080 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1612466.625000 Penalty: 4689.141113
	Iteration 4F: 3 clusters Score -1612467 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1612809.500000 Penalty: 4689.141113
	Iteration 5F: 3 clusters Score -1612810 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1613141.250000 Penalty: 4689.141113
	Iteration 6Q: 3 clusters Score -1613141 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1613410.250000 Penalty: 4689.141113
	Iteration 7Q: 3 clusters Score -1613410 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1613660.750000 Penalty: 4689.141113
	Iteration 8Q: 3 clusters Score -1613661 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1613863.000000 Penalty: 4689.141113
	Iteration 9Q: 3 clusters Score -1613863 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1614001.000000 Penalty: 4689.141113
	Iteration 10Q: 3 clusters Score -1614001 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1614094.000000 Penalty: 4689.141113
	Iteration 11Q: 3 clusters Score -1614094 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1614167.250000 Penalty: 4689.141113
	Iteration 12Q: 3 clusters Score -1614167 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1614221.875000 Penalty: 4689.141113
	Iteration 13Q: 3 clusters Score -1614222 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1614280.250000 Penalty: 4689.141113
	Iteration 14Q: 3 clusters Score -1614280 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1614329.375000 Penalty: 4689.141113
	Iteration 15Q: 3 clusters Score -1614329 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1614374.875000 Penalty: 4689.141113
	Iteration 16Q: 3 clusters Score -1614375 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1614419.125000 Penalty: 4689.141113
	Iteration 17Q: 3 clusters Score -1614419 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1614451.375000 Penalty: 4689.141113
	Iteration 18Q: 3 clusters Score -1614451 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1614478.625000 Penalty: 4689.141113
	Iteration 19Q: 3 clusters Score -1614479 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1614506.500000 Penalty: 4689.141113
	Iteration 20F: 3 clusters Score -1614506 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1614542.250000 Penalty: 4689.141113
	Iteration 21Q: 3 clusters Score -1614542 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1614566.375000 Penalty: 4689.141113
	Iteration 22Q: 3 clusters Score -1614566 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1614600.625000 Penalty: 4689.141113
	Iteration 23Q: 3 clusters Score -1614601 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1614635.250000 Penalty: 4689.141113
	Iteration 24Q: 3 clusters Score -1614635 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1614668.625000 Penalty: 4689.141113
	Iteration 25Q: 3 clusters Score -1614669 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1614700.500000 Penalty: 4689.141113
	Iteration 26Q: 3 clusters Score -1614700 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1614731.875000 Penalty: 4689.141113
	Iteration 27Q: 3 clusters Score -1614732 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1614773.000000 Penalty: 4689.141113
	Iteration 28Q: 3 clusters Score -1614773 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1614807.875000 Penalty: 4689.141113
	Iteration 29Q: 3 clusters Score -1614808 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1614846.500000 Penalty: 4689.141113
	Iteration 30Q: 3 clusters Score -1614846 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1614890.625000 Penalty: 4689.141113
	Iteration 31Q: 3 clusters Score -1614891 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1614942.750000 Penalty: 4689.141113
	Iteration 32Q: 3 clusters Score -1614943 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1614999.625000 Penalty: 4689.141113
	Iteration 33Q: 3 clusters Score -1615000 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1615053.625000 Penalty: 4689.141113
	Iteration 34Q: 3 clusters Score -1615054 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1615110.125000 Penalty: 4689.141113
	Iteration 35Q: 3 clusters Score -1615110 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1615162.750000 Penalty: 4689.141113
	Iteration 36Q: 3 clusters Score -1615163 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1615225.250000 Penalty: 4689.141113
	Iteration 37Q: 3 clusters Score -1615225 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1615288.625000 Penalty: 4689.141113
	Iteration 38Q: 3 clusters Score -1615289 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1615350.750000 Penalty: 4689.141113
	Iteration 39Q: 3 clusters Score -1615351 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1615412.250000 Penalty: 4689.141113
	Iteration 40F: 3 clusters Score -1615412 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1615463.000000 Penalty: 4689.141113
	Iteration 41Q: 3 clusters Score -1615463 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1615514.250000 Penalty: 4689.141113
	Iteration 42Q: 3 clusters Score -1615514 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1615569.250000 Penalty: 4689.141113
	Iteration 43Q: 3 clusters Score -1615569 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1615616.500000 Penalty: 4689.141113
	Iteration 44Q: 3 clusters Score -1615616 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1615664.250000 Penalty: 4689.141113
	Iteration 45Q: 3 clusters Score -1615664 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1615710.875000 Penalty: 4689.141113
	Iteration 46Q: 3 clusters Score -1615711 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1615752.750000 Penalty: 4689.141113
	Iteration 47Q: 3 clusters Score -1615753 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1615779.500000 Penalty: 4689.141113
	Iteration 48Q: 3 clusters Score -1615780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1615801.125000 Penalty: 4689.141113
	Iteration 49Q: 3 clusters Score -1615801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1615815.625000 Penalty: 4689.141113
	Iteration 50Q: 3 clusters Score -1615816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1615822.125000 Penalty: 4689.141113
	Iteration 51Q: 3 clusters Score -1615822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1615835.500000 Penalty: 4689.141113
	Iteration 52Q: 3 clusters Score -1615836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1615844.125000 Penalty: 4689.141113
	Iteration 53Q: 3 clusters Score -1615844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1615850.625000 Penalty: 4689.141113
	Iteration 54Q: 3 clusters Score -1615851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1615849.500000 Penalty: 4689.141113
	Iteration 55Q: 3 clusters Score -1615850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1615857.625000 Penalty: 4689.141113
	Iteration 56Q: 3 clusters Score -1615858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1615856.000000 Penalty: 4689.141113
	Iteration 57Q: 3 clusters Score -1615856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1615857.875000 Penalty: 4689.141113
	Iteration 58Q: 3 clusters Score -1615858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1615861.375000 Penalty: 4689.141113
	Iteration 59Q: 3 clusters Score -1615861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1615860.875000 Penalty: 4689.141113
	Iteration 60F: 3 clusters Score -1615861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1615861.500000 Penalty: 4689.141113
	Iteration 61Q: 3 clusters Score -1615862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1615862.125000 Penalty: 4689.141113
	Iteration 62Q: 3 clusters Score -1615862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1615865.000000 Penalty: 4689.141113
	Iteration 63Q: 3 clusters Score -1615865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1615864.125000 Penalty: 4689.141113
	Iteration 64Q: 3 clusters Score -1615864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1615864.125000 Penalty: 4689.141113
	Iteration 65F: 3 clusters Score -1615864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167399 members 
Entering Unmasked Estep 
Score: -21686138.000000 Penalty: 2982.977539
	Iteration 0F: 2 clusters Score -2.168614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83722 members 
Mstep: Class 2 contains 83677 members 
Entering Unmasked Estep 
Score: -21578190.000000 Penalty: 5965.955078
	Iteration 0F: 3 clusters Score -2.157819e+07 nChanged 80188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84174 members 
Mstep: Class 2 contains 83225 members 
Entering Unmasked Estep 
Score: -21624842.000000 Penalty: 5965.955078
	Iteration 1F: 3 clusters Score -2.162484e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84469 members 
Mstep: Class 2 contains 82930 members 
Entering Unmasked Estep 
Score: -21625640.000000 Penalty: 5965.955078
	Iteration 2Q: 3 clusters Score -2.162564e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84940 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
Score: -21626464.000000 Penalty: 5965.955078
	Iteration 3Q: 3 clusters Score -2.162646e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 81810 members 
Entering Unmasked Estep 
Score: -21627284.000000 Penalty: 5965.955078
	Iteration 4Q: 3 clusters Score -2.162728e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86539 members 
Mstep: Class 2 contains 80860 members 
Entering Unmasked Estep 
Score: -21628380.000000 Penalty: 5965.955078
	Iteration 5Q: 3 clusters Score -2.162838e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88006 members 
Mstep: Class 2 contains 79393 members 
Entering Unmasked Estep 
Score: -21629678.000000 Penalty: 5965.955078
	Iteration 6Q: 3 clusters Score -2.162968e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90264 members 
Mstep: Class 2 contains 77135 members 
Entering Unmasked Estep 
Score: -21631376.000000 Penalty: 5965.955078
	Iteration 7Q: 3 clusters Score -2.163138e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 73946 members 
Entering Unmasked Estep 
Score: -21633672.000000 Penalty: 5965.955078
	Iteration 8Q: 3 clusters Score -2.163367e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97980 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -21636926.000000 Penalty: 5965.955078
	Iteration 9Q: 3 clusters Score -2.163693e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103655 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -21641040.000000 Penalty: 5965.955078
	Iteration 10Q: 3 clusters Score -2.164104e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110276 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -21646338.000000 Penalty: 5965.955078
	Iteration 11F: 3 clusters Score -2.164634e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117036 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -21652318.000000 Penalty: 5965.955078
	Iteration 12F: 3 clusters Score -2.165232e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123171 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -21658216.000000 Penalty: 5965.955078
	Iteration 13Q: 3 clusters Score -2.165822e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128030 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -21662354.000000 Penalty: 5965.955078
	Iteration 14Q: 3 clusters Score -2.166235e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131994 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -21665020.000000 Penalty: 5965.955078
	Iteration 15Q: 3 clusters Score -2.166502e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135522 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -21666804.000000 Penalty: 5965.955078
	Iteration 16Q: 3 clusters Score -2.16668e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138929 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -21668318.000000 Penalty: 5965.955078
	Iteration 17Q: 3 clusters Score -2.166832e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142234 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -21669542.000000 Penalty: 5965.955078
	Iteration 18Q: 3 clusters Score -2.166954e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145382 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -21671030.000000 Penalty: 5965.955078
	Iteration 19Q: 3 clusters Score -2.167103e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148472 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -21672634.000000 Penalty: 5965.955078
	Iteration 20F: 3 clusters Score -2.167263e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151418 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -21674428.000000 Penalty: 5965.955078
	Iteration 21Q: 3 clusters Score -2.167443e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154248 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -21676132.000000 Penalty: 5965.955078
	Iteration 22Q: 3 clusters Score -2.167613e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156797 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -21677546.000000 Penalty: 5965.955078
	Iteration 23Q: 3 clusters Score -2.167755e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159024 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -21678886.000000 Penalty: 5965.955078
	Iteration 24Q: 3 clusters Score -2.167889e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160917 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -21680102.000000 Penalty: 5965.955078
	Iteration 25Q: 3 clusters Score -2.16801e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162514 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -21681060.000000 Penalty: 5965.955078
	Iteration 26Q: 3 clusters Score -2.168106e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163805 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -21681756.000000 Penalty: 5965.955078
	Iteration 27Q: 3 clusters Score -2.168176e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164778 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -21682248.000000 Penalty: 5965.955078
	Iteration 28Q: 3 clusters Score -2.168225e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165520 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -21682624.000000 Penalty: 5965.955078
	Iteration 29Q: 3 clusters Score -2.168262e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166024 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -21682988.000000 Penalty: 5965.955078
	Iteration 30Q: 3 clusters Score -2.168299e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166331 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -21683190.000000 Penalty: 5965.955078
	Iteration 31Q: 3 clusters Score -2.168319e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166532 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -21683348.000000 Penalty: 5965.955078
	Iteration 32Q: 3 clusters Score -2.168335e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166658 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -21683410.000000 Penalty: 5965.955078
	Iteration 33Q: 3 clusters Score -2.168341e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166732 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -21683444.000000 Penalty: 5965.955078
	Iteration 34Q: 3 clusters Score -2.168344e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166784 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -21683486.000000 Penalty: 5965.955078
	Iteration 35Q: 3 clusters Score -2.168349e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166836 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -21683532.000000 Penalty: 5965.955078
	Iteration 36Q: 3 clusters Score -2.168353e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166876 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -21683548.000000 Penalty: 5965.955078
	Iteration 37Q: 3 clusters Score -2.168355e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166901 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -21683574.000000 Penalty: 5965.955078
	Iteration 38Q: 3 clusters Score -2.168357e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166919 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -21683588.000000 Penalty: 5965.955078
	Iteration 39Q: 3 clusters Score -2.168359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166928 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -21683596.000000 Penalty: 5965.955078
	Iteration 40F: 3 clusters Score -2.16836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166938 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -21683616.000000 Penalty: 5965.955078
	Iteration 41Q: 3 clusters Score -2.168362e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166948 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -21683624.000000 Penalty: 5965.955078
	Iteration 42Q: 3 clusters Score -2.168362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166955 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -21683638.000000 Penalty: 5965.955078
	Iteration 43Q: 3 clusters Score -2.168364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166959 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -21683656.000000 Penalty: 5965.955078
	Iteration 44Q: 3 clusters Score -2.168366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166960 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -21683662.000000 Penalty: 5965.955078
	Iteration 45Q: 3 clusters Score -2.168366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166963 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21683654.000000 Penalty: 5965.955078
	Iteration 46Q: 3 clusters Score -2.168365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166964 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -21683658.000000 Penalty: 5965.955078
	Iteration 47Q: 3 clusters Score -2.168366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166965 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -21683646.000000 Penalty: 5965.955078
	Iteration 48Q: 3 clusters Score -2.168365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166966 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -21683650.000000 Penalty: 5965.955078
	Iteration 49Q: 3 clusters Score -2.168365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166968 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -21683652.000000 Penalty: 5965.955078
	Iteration 50Q: 3 clusters Score -2.168365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166971 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -21683650.000000 Penalty: 5965.955078
	Iteration 51Q: 3 clusters Score -2.168365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166973 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -21683658.000000 Penalty: 5965.955078
	Iteration 52Q: 3 clusters Score -2.168366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166974 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -21683662.000000 Penalty: 5965.955078
	Iteration 53Q: 3 clusters Score -2.168366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166974 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -21683666.000000 Penalty: 5965.955078
	Iteration 54Q: 3 clusters Score -2.168367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166977 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -21683666.000000 Penalty: 5965.955078
	Iteration 55Q: 3 clusters Score -2.168367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166979 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -21683670.000000 Penalty: 5965.955078
	Iteration 56Q: 3 clusters Score -2.168367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166981 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -21683678.000000 Penalty: 5965.955078
	Iteration 57Q: 3 clusters Score -2.168368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166985 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -21683684.000000 Penalty: 5965.955078
	Iteration 58Q: 3 clusters Score -2.168368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166988 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -21683696.000000 Penalty: 5965.955078
	Iteration 59Q: 3 clusters Score -2.16837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166990 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -21683714.000000 Penalty: 5965.955078
	Iteration 60F: 3 clusters Score -2.168371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166992 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -21683706.000000 Penalty: 5965.955078
	Iteration 61Q: 3 clusters Score -2.168371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166991 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -21683710.000000 Penalty: 5965.955078
	Iteration 62Q: 3 clusters Score -2.168371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166991 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -21683710.000000 Penalty: 5965.955078
	Iteration 63F: 3 clusters Score -2.168371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Entering Unmasked Estep 
Score: -2484927.750000 Penalty: 2447.935059
	Iteration 0F: 2 clusters Score -2484928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2471223.250000 Penalty: 4895.870117
	Iteration 0F: 3 clusters Score -2471223 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2475900.500000 Penalty: 4895.870117
	Iteration 1F: 3 clusters Score -2475900 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2476304.500000 Penalty: 4895.870117
	Iteration 2F: 3 clusters Score -2476304 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2476606.250000 Penalty: 4895.870117
	Iteration 3Q: 3 clusters Score -2476606 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2476921.750000 Penalty: 4895.870117
	Iteration 4Q: 3 clusters Score -2476922 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2477231.250000 Penalty: 4895.870117
	Iteration 5Q: 3 clusters Score -2477231 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2477635.250000 Penalty: 4895.870117
	Iteration 6Q: 3 clusters Score -2477635 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2478216.250000 Penalty: 4895.870117
	Iteration 7Q: 3 clusters Score -2478216 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2478945.500000 Penalty: 4895.870117
	Iteration 8F: 3 clusters Score -2478946 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2479784.000000 Penalty: 4895.870117
	Iteration 9F: 3 clusters Score -2479784 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2480744.000000 Penalty: 4895.870117
	Iteration 10F: 3 clusters Score -2480744 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2481596.500000 Penalty: 4895.870117
	Iteration 11F: 3 clusters Score -2481596 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2482152.500000 Penalty: 4895.870117
	Iteration 12Q: 3 clusters Score -2482152 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2482489.500000 Penalty: 4895.870117
	Iteration 13Q: 3 clusters Score -2482490 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2482642.250000 Penalty: 4895.870117
	Iteration 14Q: 3 clusters Score -2482642 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2482741.000000 Penalty: 4895.870117
	Iteration 15Q: 3 clusters Score -2482741 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2482805.000000 Penalty: 4895.870117
	Iteration 16Q: 3 clusters Score -2482805 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2482835.750000 Penalty: 4895.870117
	Iteration 17Q: 3 clusters Score -2482836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2482853.750000 Penalty: 4895.870117
	Iteration 18Q: 3 clusters Score -2482854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2482868.250000 Penalty: 4895.870117
	Iteration 19Q: 3 clusters Score -2482868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2482877.500000 Penalty: 4895.870117
	Iteration 20F: 3 clusters Score -2482878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2482884.500000 Penalty: 4895.870117
	Iteration 21Q: 3 clusters Score -2482884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2482888.000000 Penalty: 4895.870117
	Iteration 22Q: 3 clusters Score -2482888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2482887.750000 Penalty: 4895.870117
	Iteration 23Q: 3 clusters Score -2482888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2482894.750000 Penalty: 4895.870117
	Iteration 24Q: 3 clusters Score -2482895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2482900.500000 Penalty: 4895.870117
	Iteration 25Q: 3 clusters Score -2482900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2482903.000000 Penalty: 4895.870117
	Iteration 26Q: 3 clusters Score -2482903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2482903.000000 Penalty: 4895.870117
	Iteration 27F: 3 clusters Score -2482903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Entering Unmasked Estep 
Score: -648824.625000 Penalty: 2113.944824
	Iteration 0F: 2 clusters Score -648824.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -644319.187500 Penalty: 4227.889648
	Iteration 0F: 3 clusters Score -644319.2 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -645340.312500 Penalty: 4227.889648
	Iteration 1F: 3 clusters Score -645340.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -645523.250000 Penalty: 4227.889648
	Iteration 2F: 3 clusters Score -645523.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -645640.625000 Penalty: 4227.889648
	Iteration 3Q: 3 clusters Score -645640.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -645729.437500 Penalty: 4227.889648
	Iteration 4Q: 3 clusters Score -645729.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -645808.375000 Penalty: 4227.889648
	Iteration 5Q: 3 clusters Score -645808.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -645877.500000 Penalty: 4227.889648
	Iteration 6Q: 3 clusters Score -645877.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -645937.750000 Penalty: 4227.889648
	Iteration 7Q: 3 clusters Score -645937.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -645995.875000 Penalty: 4227.889648
	Iteration 8Q: 3 clusters Score -645995.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -646054.250000 Penalty: 4227.889648
	Iteration 9Q: 3 clusters Score -646054.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -646116.437500 Penalty: 4227.889648
	Iteration 10Q: 3 clusters Score -646116.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -646181.250000 Penalty: 4227.889648
	Iteration 11Q: 3 clusters Score -646181.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -646254.625000 Penalty: 4227.889648
	Iteration 12Q: 3 clusters Score -646254.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -646327.062500 Penalty: 4227.889648
	Iteration 13Q: 3 clusters Score -646327.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -646408.687500 Penalty: 4227.889648
	Iteration 14Q: 3 clusters Score -646408.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -646483.812500 Penalty: 4227.889648
	Iteration 15Q: 3 clusters Score -646483.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -646559.937500 Penalty: 4227.889648
	Iteration 16Q: 3 clusters Score -646559.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -646624.625000 Penalty: 4227.889648
	Iteration 17Q: 3 clusters Score -646624.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -646683.812500 Penalty: 4227.889648
	Iteration 18Q: 3 clusters Score -646683.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -646734.062500 Penalty: 4227.889648
	Iteration 19Q: 3 clusters Score -646734.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -646783.062500 Penalty: 4227.889648
	Iteration 20F: 3 clusters Score -646783.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -646821.125000 Penalty: 4227.889648
	Iteration 21Q: 3 clusters Score -646821.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -646846.437500 Penalty: 4227.889648
	Iteration 22Q: 3 clusters Score -646846.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -646884.875000 Penalty: 4227.889648
	Iteration 23Q: 3 clusters Score -646884.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -646909.875000 Penalty: 4227.889648
	Iteration 24Q: 3 clusters Score -646909.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -646934.937500 Penalty: 4227.889648
	Iteration 25Q: 3 clusters Score -646934.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -646957.812500 Penalty: 4227.889648
	Iteration 26Q: 3 clusters Score -646957.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -646975.250000 Penalty: 4227.889648
	Iteration 27Q: 3 clusters Score -646975.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -646998.062500 Penalty: 4227.889648
	Iteration 28Q: 3 clusters Score -646998.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -647026.125000 Penalty: 4227.889648
	Iteration 29Q: 3 clusters Score -647026.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -647044.875000 Penalty: 4227.889648
	Iteration 30Q: 3 clusters Score -647044.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -647064.625000 Penalty: 4227.889648
	Iteration 31Q: 3 clusters Score -647064.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -647072.437500 Penalty: 4227.889648
	Iteration 32Q: 3 clusters Score -647072.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -647075.687500 Penalty: 4227.889648
	Iteration 33Q: 3 clusters Score -647075.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -647076.875000 Penalty: 4227.889648
	Iteration 34Q: 3 clusters Score -647076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -647079.812500 Penalty: 4227.889648
	Iteration 35Q: 3 clusters Score -647079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -647083.812500 Penalty: 4227.889648
	Iteration 36Q: 3 clusters Score -647083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -647085.312500 Penalty: 4227.889648
	Iteration 37Q: 3 clusters Score -647085.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -647088.000000 Penalty: 4227.889648
	Iteration 38Q: 3 clusters Score -647088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -647089.562500 Penalty: 4227.889648
	Iteration 39Q: 3 clusters Score -647089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -647090.250000 Penalty: 4227.889648
	Iteration 40F: 3 clusters Score -647090.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -647091.125000 Penalty: 4227.889648
	Iteration 41Q: 3 clusters Score -647091.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -647092.437500 Penalty: 4227.889648
	Iteration 42Q: 3 clusters Score -647092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -647094.750000 Penalty: 4227.889648
	Iteration 43Q: 3 clusters Score -647094.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -647095.375000 Penalty: 4227.889648
	Iteration 44Q: 3 clusters Score -647095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -647097.375000 Penalty: 4227.889648
	Iteration 45Q: 3 clusters Score -647097.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -647098.812500 Penalty: 4227.889648
	Iteration 46Q: 3 clusters Score -647098.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -647098.812500 Penalty: 4227.889648
	Iteration 47F: 3 clusters Score -647098.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Entering Unmasked Estep 
Score: -6985369.000000 Penalty: 2716.642822
	Iteration 0F: 2 clusters Score -6985369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -6946948.000000 Penalty: 5433.285645
	Iteration 0F: 3 clusters Score -6946948 nChanged 26733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -6962200.500000 Penalty: 5433.285645
	Iteration 1F: 3 clusters Score -6962200 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -6963050.500000 Penalty: 5433.285645
	Iteration 2Q: 3 clusters Score -6963050 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -6964073.000000 Penalty: 5433.285645
	Iteration 3Q: 3 clusters Score -6964073 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -6965249.000000 Penalty: 5433.285645
	Iteration 4Q: 3 clusters Score -6965249 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -6966584.500000 Penalty: 5433.285645
	Iteration 5F: 3 clusters Score -6966584 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -6967896.000000 Penalty: 5433.285645
	Iteration 6F: 3 clusters Score -6967896 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -6969391.000000 Penalty: 5433.285645
	Iteration 7F: 3 clusters Score -6969391 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -6970923.500000 Penalty: 5433.285645
	Iteration 8F: 3 clusters Score -6970924 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -6972451.000000 Penalty: 5433.285645
	Iteration 9Q: 3 clusters Score -6972451 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -6974076.000000 Penalty: 5433.285645
	Iteration 10Q: 3 clusters Score -6974076 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -6975893.500000 Penalty: 5433.285645
	Iteration 11Q: 3 clusters Score -6975894 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -6977460.000000 Penalty: 5433.285645
	Iteration 12Q: 3 clusters Score -6977460 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -6978677.500000 Penalty: 5433.285645
	Iteration 13Q: 3 clusters Score -6978678 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -6979529.000000 Penalty: 5433.285645
	Iteration 14Q: 3 clusters Score -6979529 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -6980121.500000 Penalty: 5433.285645
	Iteration 15Q: 3 clusters Score -6980122 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -6980537.000000 Penalty: 5433.285645
	Iteration 16Q: 3 clusters Score -6980537 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -6980946.500000 Penalty: 5433.285645
	Iteration 17Q: 3 clusters Score -6980946 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -6981320.500000 Penalty: 5433.285645
	Iteration 18Q: 3 clusters Score -6981320 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -6981659.000000 Penalty: 5433.285645
	Iteration 19Q: 3 clusters Score -6981659 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -6981944.000000 Penalty: 5433.285645
	Iteration 20F: 3 clusters Score -6981944 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -6982199.500000 Penalty: 5433.285645
	Iteration 21Q: 3 clusters Score -6982200 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -6982411.500000 Penalty: 5433.285645
	Iteration 22Q: 3 clusters Score -6982412 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -6982604.000000 Penalty: 5433.285645
	Iteration 23Q: 3 clusters Score -6982604 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -6982735.000000 Penalty: 5433.285645
	Iteration 24Q: 3 clusters Score -6982735 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -6982854.000000 Penalty: 5433.285645
	Iteration 25Q: 3 clusters Score -6982854 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -6982982.500000 Penalty: 5433.285645
	Iteration 26Q: 3 clusters Score -6982982 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -6983029.000000 Penalty: 5433.285645
	Iteration 27Q: 3 clusters Score -6983029 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -6983120.000000 Penalty: 5433.285645
	Iteration 28Q: 3 clusters Score -6983120 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -6983182.000000 Penalty: 5433.285645
	Iteration 29Q: 3 clusters Score -6983182 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -6983225.500000 Penalty: 5433.285645
	Iteration 30Q: 3 clusters Score -6983226 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -6983289.500000 Penalty: 5433.285645
	Iteration 31Q: 3 clusters Score -6983290 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -6983319.000000 Penalty: 5433.285645
	Iteration 32Q: 3 clusters Score -6983319 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -6983338.500000 Penalty: 5433.285645
	Iteration 33Q: 3 clusters Score -6983338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -6983355.500000 Penalty: 5433.285645
	Iteration 34Q: 3 clusters Score -6983356 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -6983383.000000 Penalty: 5433.285645
	Iteration 35Q: 3 clusters Score -6983383 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 54712 members 
Entering Unmasked Estep 
Score: -6983397.000000 Penalty: 5433.285645
	Iteration 36Q: 3 clusters Score -6983397 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 54773 members 
Entering Unmasked Estep 
Score: -6983418.000000 Penalty: 5433.285645
	Iteration 37Q: 3 clusters Score -6983418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -6983416.500000 Penalty: 5433.285645
	Iteration 38Q: 3 clusters Score -6983416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -6983415.500000 Penalty: 5433.285645
	Iteration 39Q: 3 clusters Score -6983416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -6983428.000000 Penalty: 5433.285645
	Iteration 40F: 3 clusters Score -6983428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -6983434.500000 Penalty: 5433.285645
	Iteration 41Q: 3 clusters Score -6983434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 54939 members 
Entering Unmasked Estep 
Score: -6983431.000000 Penalty: 5433.285645
	Iteration 42Q: 3 clusters Score -6983431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -6983449.500000 Penalty: 5433.285645
	Iteration 43Q: 3 clusters Score -6983450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -6983443.000000 Penalty: 5433.285645
	Iteration 44Q: 3 clusters Score -6983443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -6983445.000000 Penalty: 5433.285645
	Iteration 45Q: 3 clusters Score -6983445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 55027 members 
Entering Unmasked Estep 
Score: -6983442.000000 Penalty: 5433.285645
	Iteration 46Q: 3 clusters Score -6983442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 55051 members 
Entering Unmasked Estep 
Score: -6983458.500000 Penalty: 5433.285645
	Iteration 47Q: 3 clusters Score -6983458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 55071 members 
Entering Unmasked Estep 
Score: -6983477.000000 Penalty: 5433.285645
	Iteration 48Q: 3 clusters Score -6983477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -6983470.000000 Penalty: 5433.285645
	Iteration 49Q: 3 clusters Score -6983470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -6983475.000000 Penalty: 5433.285645
	Iteration 50Q: 3 clusters Score -6983475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 55139 members 
Entering Unmasked Estep 
Score: -6983482.500000 Penalty: 5433.285645
	Iteration 51Q: 3 clusters Score -6983482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -6983469.500000 Penalty: 5433.285645
	Iteration 52Q: 3 clusters Score -6983470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -6983469.500000 Penalty: 5433.285645
	Iteration 53Q: 3 clusters Score -6983470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -6983478.000000 Penalty: 5433.285645
	Iteration 54Q: 3 clusters Score -6983478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -6983480.500000 Penalty: 5433.285645
	Iteration 55Q: 3 clusters Score -6983480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -6983475.000000 Penalty: 5433.285645
	Iteration 56Q: 3 clusters Score -6983475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 55189 members 
Entering Unmasked Estep 
Score: -6983472.500000 Penalty: 5433.285645
	Iteration 57Q: 3 clusters Score -6983472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -6983467.000000 Penalty: 5433.285645
	Iteration 58Q: 3 clusters Score -6983467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -6983468.000000 Penalty: 5433.285645
	Iteration 59Q: 3 clusters Score -6983468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -6983468.000000 Penalty: 5433.285645
	Iteration 60F: 3 clusters Score -6983468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Entering Unmasked Estep 
Score: -1802066.875000 Penalty: 2383.692627
	Iteration 0F: 2 clusters Score -1802067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1791279.375000 Penalty: 4767.385254
	Iteration 0F: 3 clusters Score -1791279 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1794746.250000 Penalty: 4767.385254
	Iteration 1F: 3 clusters Score -1794746 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1795277.625000 Penalty: 4767.385254
	Iteration 2F: 3 clusters Score -1795278 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1795793.375000 Penalty: 4767.385254
	Iteration 3F: 3 clusters Score -1795793 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1796335.500000 Penalty: 4767.385254
	Iteration 4F: 3 clusters Score -1796336 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1796926.375000 Penalty: 4767.385254
	Iteration 5F: 3 clusters Score -1796926 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1797562.625000 Penalty: 4767.385254
	Iteration 6F: 3 clusters Score -1797563 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1798243.000000 Penalty: 4767.385254
	Iteration 7F: 3 clusters Score -1798243 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1798854.625000 Penalty: 4767.385254
	Iteration 8F: 3 clusters Score -1798855 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1799254.875000 Penalty: 4767.385254
	Iteration 9Q: 3 clusters Score -1799255 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1799466.125000 Penalty: 4767.385254
	Iteration 10Q: 3 clusters Score -1799466 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1799589.625000 Penalty: 4767.385254
	Iteration 11Q: 3 clusters Score -1799590 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1799667.375000 Penalty: 4767.385254
	Iteration 12Q: 3 clusters Score -1799667 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1799725.250000 Penalty: 4767.385254
	Iteration 13Q: 3 clusters Score -1799725 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1799756.125000 Penalty: 4767.385254
	Iteration 14Q: 3 clusters Score -1799756 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1799777.875000 Penalty: 4767.385254
	Iteration 15Q: 3 clusters Score -1799778 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1799795.625000 Penalty: 4767.385254
	Iteration 16Q: 3 clusters Score -1799796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1799798.125000 Penalty: 4767.385254
	Iteration 17Q: 3 clusters Score -1799798 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1799806.250000 Penalty: 4767.385254
	Iteration 18Q: 3 clusters Score -1799806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1799805.250000 Penalty: 4767.385254
	Iteration 19Q: 3 clusters Score -1799805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1799809.750000 Penalty: 4767.385254
	Iteration 20F: 3 clusters Score -1799810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1799821.500000 Penalty: 4767.385254
	Iteration 21Q: 3 clusters Score -1799822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1799819.750000 Penalty: 4767.385254
	Iteration 22Q: 3 clusters Score -1799820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1799823.000000 Penalty: 4767.385254
	Iteration 23Q: 3 clusters Score -1799823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1799829.375000 Penalty: 4767.385254
	Iteration 24Q: 3 clusters Score -1799829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1799835.625000 Penalty: 4767.385254
	Iteration 25Q: 3 clusters Score -1799836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1799833.250000 Penalty: 4767.385254
	Iteration 26Q: 3 clusters Score -1799833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1799838.375000 Penalty: 4767.385254
	Iteration 27Q: 3 clusters Score -1799838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1799841.625000 Penalty: 4767.385254
	Iteration 28Q: 3 clusters Score -1799842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1799846.000000 Penalty: 4767.385254
	Iteration 29Q: 3 clusters Score -1799846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1799845.500000 Penalty: 4767.385254
	Iteration 30Q: 3 clusters Score -1799846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1799846.875000 Penalty: 4767.385254
	Iteration 31Q: 3 clusters Score -1799847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1799847.875000 Penalty: 4767.385254
	Iteration 32Q: 3 clusters Score -1799848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1799845.625000 Penalty: 4767.385254
	Iteration 33Q: 3 clusters Score -1799846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1799850.750000 Penalty: 4767.385254
	Iteration 34Q: 3 clusters Score -1799851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1799852.500000 Penalty: 4767.385254
	Iteration 35Q: 3 clusters Score -1799852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1799852.125000 Penalty: 4767.385254
	Iteration 36Q: 3 clusters Score -1799852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1799856.625000 Penalty: 4767.385254
	Iteration 37Q: 3 clusters Score -1799857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1799855.375000 Penalty: 4767.385254
	Iteration 38Q: 3 clusters Score -1799855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1799858.375000 Penalty: 4767.385254
	Iteration 39Q: 3 clusters Score -1799858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1799854.375000 Penalty: 4767.385254
	Iteration 40F: 3 clusters Score -1799854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1799856.000000 Penalty: 4767.385254
	Iteration 41Q: 3 clusters Score -1799856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1799854.375000 Penalty: 4767.385254
	Iteration 42Q: 3 clusters Score -1799854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1799852.000000 Penalty: 4767.385254
	Iteration 43Q: 3 clusters Score -1799852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1799853.250000 Penalty: 4767.385254
	Iteration 44Q: 3 clusters Score -1799853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1799851.875000 Penalty: 4767.385254
	Iteration 45Q: 3 clusters Score -1799852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1799851.125000 Penalty: 4767.385254
	Iteration 46Q: 3 clusters Score -1799851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1799852.500000 Penalty: 4767.385254
	Iteration 47Q: 3 clusters Score -1799852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1799851.250000 Penalty: 4767.385254
	Iteration 48Q: 3 clusters Score -1799851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1799850.000000 Penalty: 4767.385254
	Iteration 49Q: 3 clusters Score -1799850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1799852.125000 Penalty: 4767.385254
	Iteration 50Q: 3 clusters Score -1799852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1799851.500000 Penalty: 4767.385254
	Iteration 51Q: 3 clusters Score -1799852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1799855.375000 Penalty: 4767.385254
	Iteration 52Q: 3 clusters Score -1799855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1799855.375000 Penalty: 4767.385254
	Iteration 53Q: 3 clusters Score -1799855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1799855.000000 Penalty: 4767.385254
	Iteration 54Q: 3 clusters Score -1799855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1799856.000000 Penalty: 4767.385254
	Iteration 55Q: 3 clusters Score -1799856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1799858.875000 Penalty: 4767.385254
	Iteration 56Q: 3 clusters Score -1799859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1799856.500000 Penalty: 4767.385254
	Iteration 57Q: 3 clusters Score -1799856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1799856.125000 Penalty: 4767.385254
	Iteration 58Q: 3 clusters Score -1799856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1799858.250000 Penalty: 4767.385254
	Iteration 59Q: 3 clusters Score -1799858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1799858.625000 Penalty: 4767.385254
	Iteration 60F: 3 clusters Score -1799859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1799860.250000 Penalty: 4767.385254
	Iteration 61Q: 3 clusters Score -1799860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1799860.250000 Penalty: 4767.385254
	Iteration 62F: 3 clusters Score -1799860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97727 members 
Entering Unmasked Estep 
Score: -12677417.000000 Penalty: 2849.503418
	Iteration 0F: 2 clusters Score -1.267742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -12611913.000000 Penalty: 5699.006836
	Iteration 0F: 3 clusters Score -1.261191e+07 nChanged 46365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -12638605.000000 Penalty: 5699.006836
	Iteration 1F: 3 clusters Score -1.26386e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -12639223.000000 Penalty: 5699.006836
	Iteration 2Q: 3 clusters Score -1.263922e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -12639810.000000 Penalty: 5699.006836
	Iteration 3Q: 3 clusters Score -1.263981e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -12640355.000000 Penalty: 5699.006836
	Iteration 4Q: 3 clusters Score -1.264036e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -12640866.000000 Penalty: 5699.006836
	Iteration 5Q: 3 clusters Score -1.264087e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -12641408.000000 Penalty: 5699.006836
	Iteration 6Q: 3 clusters Score -1.264141e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -12642038.000000 Penalty: 5699.006836
	Iteration 7Q: 3 clusters Score -1.264204e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -12642799.000000 Penalty: 5699.006836
	Iteration 8Q: 3 clusters Score -1.26428e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -12643743.000000 Penalty: 5699.006836
	Iteration 9Q: 3 clusters Score -1.264374e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -12645399.000000 Penalty: 5699.006836
	Iteration 10Q: 3 clusters Score -1.26454e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -12648048.000000 Penalty: 5699.006836
	Iteration 11F: 3 clusters Score -1.264805e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 70409 members 
Entering Unmasked Estep 
Score: -12651775.000000 Penalty: 5699.006836
	Iteration 12F: 3 clusters Score -1.265178e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 77028 members 
Entering Unmasked Estep 
Score: -12656995.000000 Penalty: 5699.006836
	Iteration 13F: 3 clusters Score -1.2657e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 83507 members 
Entering Unmasked Estep 
Score: -12662510.000000 Penalty: 5699.006836
	Iteration 14F: 3 clusters Score -1.266251e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 88902 members 
Entering Unmasked Estep 
Score: -12667431.000000 Penalty: 5699.006836
	Iteration 15F: 3 clusters Score -1.266743e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 92709 members 
Entering Unmasked Estep 
Score: -12670939.000000 Penalty: 5699.006836
	Iteration 16Q: 3 clusters Score -1.267094e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 94903 members 
Entering Unmasked Estep 
Score: -12672989.000000 Penalty: 5699.006836
	Iteration 17Q: 3 clusters Score -1.267299e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -12674068.000000 Penalty: 5699.006836
	Iteration 18Q: 3 clusters Score -1.267407e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 96589 members 
Entering Unmasked Estep 
Score: -12674553.000000 Penalty: 5699.006836
	Iteration 19Q: 3 clusters Score -1.267455e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 96845 members 
Entering Unmasked Estep 
Score: -12674816.000000 Penalty: 5699.006836
	Iteration 20F: 3 clusters Score -1.267482e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 96970 members 
Entering Unmasked Estep 
Score: -12674950.000000 Penalty: 5699.006836
	Iteration 21Q: 3 clusters Score -1.267495e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 97037 members 
Entering Unmasked Estep 
Score: -12675011.000000 Penalty: 5699.006836
	Iteration 22Q: 3 clusters Score -1.267501e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 97081 members 
Entering Unmasked Estep 
Score: -12675051.000000 Penalty: 5699.006836
	Iteration 23Q: 3 clusters Score -1.267505e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 97105 members 
Entering Unmasked Estep 
Score: -12675079.000000 Penalty: 5699.006836
	Iteration 24Q: 3 clusters Score -1.267508e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 97125 members 
Entering Unmasked Estep 
Score: -12675087.000000 Penalty: 5699.006836
	Iteration 25Q: 3 clusters Score -1.267509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 97137 members 
Entering Unmasked Estep 
Score: -12675090.000000 Penalty: 5699.006836
	Iteration 26Q: 3 clusters Score -1.267509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 97138 members 
Entering Unmasked Estep 
Score: -12675095.000000 Penalty: 5699.006836
	Iteration 27Q: 3 clusters Score -1.26751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 97143 members 
Entering Unmasked Estep 
Score: -12675103.000000 Penalty: 5699.006836
	Iteration 28Q: 3 clusters Score -1.26751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 97145 members 
Entering Unmasked Estep 
Score: -12675115.000000 Penalty: 5699.006836
	Iteration 29Q: 3 clusters Score -1.267512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 97151 members 
Entering Unmasked Estep 
Score: -12675123.000000 Penalty: 5699.006836
	Iteration 30Q: 3 clusters Score -1.267512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 97158 members 
Entering Unmasked Estep 
Score: -12675126.000000 Penalty: 5699.006836
	Iteration 31Q: 3 clusters Score -1.267513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 97162 members 
Entering Unmasked Estep 
Score: -12675139.000000 Penalty: 5699.006836
	Iteration 32Q: 3 clusters Score -1.267514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 97172 members 
Entering Unmasked Estep 
Score: -12675146.000000 Penalty: 5699.006836
	Iteration 33Q: 3 clusters Score -1.267515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 97172 members 
Entering Unmasked Estep 
Score: -12675153.000000 Penalty: 5699.006836
	Iteration 34Q: 3 clusters Score -1.267515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 97173 members 
Entering Unmasked Estep 
Score: -12675162.000000 Penalty: 5699.006836
	Iteration 35Q: 3 clusters Score -1.267516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 97178 members 
Entering Unmasked Estep 
Score: -12675165.000000 Penalty: 5699.006836
	Iteration 36Q: 3 clusters Score -1.267516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 97179 members 
Entering Unmasked Estep 
Score: -12675166.000000 Penalty: 5699.006836
	Iteration 37Q: 3 clusters Score -1.267517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 97179 members 
Entering Unmasked Estep 
Score: -12675173.000000 Penalty: 5699.006836
	Iteration 38Q: 3 clusters Score -1.267517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 97178 members 
Entering Unmasked Estep 
Score: -12675185.000000 Penalty: 5699.006836
	Iteration 39Q: 3 clusters Score -1.267518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 97182 members 
Entering Unmasked Estep 
Score: -12675173.000000 Penalty: 5699.006836
	Iteration 40F: 3 clusters Score -1.267517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 97183 members 
Entering Unmasked Estep 
Score: -12675179.000000 Penalty: 5699.006836
	Iteration 41Q: 3 clusters Score -1.267518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 97183 members 
Entering Unmasked Estep 
Score: -12675179.000000 Penalty: 5699.006836
	Iteration 42F: 3 clusters Score -1.267518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -92574.140625 Penalty: 1677.443481
	Iteration 0F: 2 clusters Score -92574.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -90831.546875 Penalty: 3354.886963
	Iteration 0F: 3 clusters Score -90831.55 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91320.226562 Penalty: 3354.886963
	Iteration 1F: 3 clusters Score -91320.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -91477.835938 Penalty: 3354.886963
	Iteration 2F: 3 clusters Score -91477.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91622.828125 Penalty: 3354.886963
	Iteration 3Q: 3 clusters Score -91622.83 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -91847.828125 Penalty: 3354.886963
	Iteration 4F: 3 clusters Score -91847.83 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -92070.250000 Penalty: 3354.886963
	Iteration 5F: 3 clusters Score -92070.25 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -92538.500000 Penalty: 3354.886963
	Iteration 6F: 3 clusters Score -92538.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -92897.164062 Penalty: 3354.886963
	Iteration 7F: 3 clusters Score -92897.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -92954.609375 Penalty: 3354.886963
	Iteration 8Q: 3 clusters Score -92954.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -92975.984375 Penalty: 3354.886963
	Iteration 9Q: 3 clusters Score -92975.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -92987.265625 Penalty: 3354.886963
	Iteration 10Q: 3 clusters Score -92987.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -92987.265625 Penalty: 3354.886963
	Iteration 11F: 3 clusters Score -92987.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 74529 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12966 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 21537 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167399 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57194 members 
Mstep: Class 15 contains 14938 members 
Mstep: Class 16 contains 97727 members 
Mstep: Class 17 contains 664 members 
Mstep: Class 18 contains 19655 members 
Mstep: Class 19 contains 62141 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47831 members 
Mstep: Class 22 contains 26922 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5927 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19114 members 
Mstep: Class 29 contains 144070 members 
Mstep: Class 30 contains 24349 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179254 members 
Mstep: Class 33 contains 51851 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7965 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3836 members 
Mstep: Class 42 contains 8847 members 
Mstep: Class 43 contains 253 members 
Mstep: Class 44 contains 252 members 
Mstep: Class 45 contains 202 members 
Entering Unmasked Estep 
Score: -150968512.000000 Penalty: 156338.828125
Splitting cluster 17 changes total score from -150969088.000000 to -150968512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (19655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Entering Unmasked Estep 
Score: -2517262.500000 Penalty: 2451.749756
	Iteration 0F: 2 clusters Score -2517262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2503354.000000 Penalty: 4903.499512
	Iteration 0F: 3 clusters Score -2503354 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2508157.250000 Penalty: 4903.499512
	Iteration 1F: 3 clusters Score -2508157 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2508808.000000 Penalty: 4903.499512
	Iteration 2F: 3 clusters Score -2508808 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2509502.250000 Penalty: 4903.499512
	Iteration 3F: 3 clusters Score -2509502 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2510301.000000 Penalty: 4903.499512
	Iteration 4F: 3 clusters Score -2510301 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2511162.000000 Penalty: 4903.499512
	Iteration 5F: 3 clusters Score -2511162 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2511971.250000 Penalty: 4903.499512
	Iteration 6F: 3 clusters Score -2511971 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2512626.750000 Penalty: 4903.499512
	Iteration 7F: 3 clusters Score -2512627 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2513107.750000 Penalty: 4903.499512
	Iteration 8Q: 3 clusters Score -2513108 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2513451.250000 Penalty: 4903.499512
	Iteration 9Q: 3 clusters Score -2513451 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2513764.500000 Penalty: 4903.499512
	Iteration 10Q: 3 clusters Score -2513764 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2514051.250000 Penalty: 4903.499512
	Iteration 11Q: 3 clusters Score -2514051 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2514274.500000 Penalty: 4903.499512
	Iteration 12Q: 3 clusters Score -2514274 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2514502.000000 Penalty: 4903.499512
	Iteration 13Q: 3 clusters Score -2514502 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2514674.500000 Penalty: 4903.499512
	Iteration 14Q: 3 clusters Score -2514674 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2514820.750000 Penalty: 4903.499512
	Iteration 15Q: 3 clusters Score -2514821 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2514910.500000 Penalty: 4903.499512
	Iteration 16Q: 3 clusters Score -2514910 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2514984.000000 Penalty: 4903.499512
	Iteration 17Q: 3 clusters Score -2514984 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2515034.250000 Penalty: 4903.499512
	Iteration 18Q: 3 clusters Score -2515034 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2515070.000000 Penalty: 4903.499512
	Iteration 19Q: 3 clusters Score -2515070 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2515111.250000 Penalty: 4903.499512
	Iteration 20F: 3 clusters Score -2515111 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2515165.500000 Penalty: 4903.499512
	Iteration 21Q: 3 clusters Score -2515166 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2515217.500000 Penalty: 4903.499512
	Iteration 22Q: 3 clusters Score -2515218 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2515282.500000 Penalty: 4903.499512
	Iteration 23Q: 3 clusters Score -2515282 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2515346.500000 Penalty: 4903.499512
	Iteration 24Q: 3 clusters Score -2515346 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2515391.500000 Penalty: 4903.499512
	Iteration 25Q: 3 clusters Score -2515392 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2515424.500000 Penalty: 4903.499512
	Iteration 26Q: 3 clusters Score -2515424 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2515451.250000 Penalty: 4903.499512
	Iteration 27Q: 3 clusters Score -2515451 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2515485.500000 Penalty: 4903.499512
	Iteration 28Q: 3 clusters Score -2515486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2515508.500000 Penalty: 4903.499512
	Iteration 29Q: 3 clusters Score -2515508 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2515561.750000 Penalty: 4903.499512
	Iteration 30Q: 3 clusters Score -2515562 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2515602.500000 Penalty: 4903.499512
	Iteration 31Q: 3 clusters Score -2515602 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2515628.750000 Penalty: 4903.499512
	Iteration 32Q: 3 clusters Score -2515629 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2515655.000000 Penalty: 4903.499512
	Iteration 33Q: 3 clusters Score -2515655 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2515679.750000 Penalty: 4903.499512
	Iteration 34Q: 3 clusters Score -2515680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2515686.500000 Penalty: 4903.499512
	Iteration 35Q: 3 clusters Score -2515686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2515699.000000 Penalty: 4903.499512
	Iteration 36Q: 3 clusters Score -2515699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2515713.250000 Penalty: 4903.499512
	Iteration 37Q: 3 clusters Score -2515713 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2515715.500000 Penalty: 4903.499512
	Iteration 38Q: 3 clusters Score -2515716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2515731.000000 Penalty: 4903.499512
	Iteration 39Q: 3 clusters Score -2515731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2515742.250000 Penalty: 4903.499512
	Iteration 40F: 3 clusters Score -2515742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2515750.500000 Penalty: 4903.499512
	Iteration 41Q: 3 clusters Score -2515750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2515760.250000 Penalty: 4903.499512
	Iteration 42Q: 3 clusters Score -2515760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2515764.000000 Penalty: 4903.499512
	Iteration 43Q: 3 clusters Score -2515764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2515770.000000 Penalty: 4903.499512
	Iteration 44Q: 3 clusters Score -2515770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2515769.250000 Penalty: 4903.499512
	Iteration 45Q: 3 clusters Score -2515769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2515769.250000 Penalty: 4903.499512
	Iteration 46Q: 3 clusters Score -2515769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2515774.750000 Penalty: 4903.499512
	Iteration 47Q: 3 clusters Score -2515775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2515777.000000 Penalty: 4903.499512
	Iteration 48Q: 3 clusters Score -2515777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2515778.250000 Penalty: 4903.499512
	Iteration 49Q: 3 clusters Score -2515778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2515783.500000 Penalty: 4903.499512
	Iteration 50Q: 3 clusters Score -2515784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2515780.000000 Penalty: 4903.499512
	Iteration 51Q: 3 clusters Score -2515780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2515781.750000 Penalty: 4903.499512
	Iteration 52Q: 3 clusters Score -2515782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2515778.500000 Penalty: 4903.499512
	Iteration 53Q: 3 clusters Score -2515778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2515777.500000 Penalty: 4903.499512
	Iteration 54Q: 3 clusters Score -2515778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2515781.250000 Penalty: 4903.499512
	Iteration 55Q: 3 clusters Score -2515781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2515781.250000 Penalty: 4903.499512
	Iteration 56F: 3 clusters Score -2515781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62141 members 
Entering Unmasked Estep 
Score: -8059740.000000 Penalty: 2737.215820
	Iteration 0F: 2 clusters Score -8059740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -8018194.000000 Penalty: 5474.431641
	Iteration 0F: 3 clusters Score -8018194 nChanged 28888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -8034636.500000 Penalty: 5474.431641
	Iteration 1F: 3 clusters Score -8034636 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -8035497.000000 Penalty: 5474.431641
	Iteration 2Q: 3 clusters Score -8035497 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -8036593.500000 Penalty: 5474.431641
	Iteration 3Q: 3 clusters Score -8036594 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -8038156.000000 Penalty: 5474.431641
	Iteration 4F: 3 clusters Score -8038156 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -8040210.500000 Penalty: 5474.431641
	Iteration 5F: 3 clusters Score -8040210 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -8042766.000000 Penalty: 5474.431641
	Iteration 6F: 3 clusters Score -8042766 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -8045652.500000 Penalty: 5474.431641
	Iteration 7F: 3 clusters Score -8045652 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -8048269.000000 Penalty: 5474.431641
	Iteration 8F: 3 clusters Score -8048269 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -8050652.000000 Penalty: 5474.431641
	Iteration 9Q: 3 clusters Score -8050652 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -8052558.500000 Penalty: 5474.431641
	Iteration 10Q: 3 clusters Score -8052558 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -8053844.500000 Penalty: 5474.431641
	Iteration 11Q: 3 clusters Score -8053844 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -8054470.000000 Penalty: 5474.431641
	Iteration 12Q: 3 clusters Score -8054470 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -8054760.000000 Penalty: 5474.431641
	Iteration 13Q: 3 clusters Score -8054760 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -8054977.500000 Penalty: 5474.431641
	Iteration 14Q: 3 clusters Score -8054978 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -8055141.000000 Penalty: 5474.431641
	Iteration 15Q: 3 clusters Score -8055141 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -8055266.000000 Penalty: 5474.431641
	Iteration 16Q: 3 clusters Score -8055266 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -8055427.500000 Penalty: 5474.431641
	Iteration 17Q: 3 clusters Score -8055428 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -8055545.000000 Penalty: 5474.431641
	Iteration 18Q: 3 clusters Score -8055545 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -8055670.500000 Penalty: 5474.431641
	Iteration 19Q: 3 clusters Score -8055670 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -8055751.500000 Penalty: 5474.431641
	Iteration 20F: 3 clusters Score -8055752 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -8055887.000000 Penalty: 5474.431641
	Iteration 21Q: 3 clusters Score -8055887 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -8055967.000000 Penalty: 5474.431641
	Iteration 22Q: 3 clusters Score -8055967 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 54230 members 
Entering Unmasked Estep 
Score: -8056099.000000 Penalty: 5474.431641
	Iteration 23Q: 3 clusters Score -8056099 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -8056202.500000 Penalty: 5474.431641
	Iteration 24Q: 3 clusters Score -8056202 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -8056270.500000 Penalty: 5474.431641
	Iteration 25Q: 3 clusters Score -8056270 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -8056372.000000 Penalty: 5474.431641
	Iteration 26Q: 3 clusters Score -8056372 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -8056447.500000 Penalty: 5474.431641
	Iteration 27Q: 3 clusters Score -8056448 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -8056538.000000 Penalty: 5474.431641
	Iteration 28Q: 3 clusters Score -8056538 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 56174 members 
Entering Unmasked Estep 
Score: -8056618.500000 Penalty: 5474.431641
	Iteration 29Q: 3 clusters Score -8056618 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -8056689.500000 Penalty: 5474.431641
	Iteration 30Q: 3 clusters Score -8056690 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 56727 members 
Entering Unmasked Estep 
Score: -8056714.500000 Penalty: 5474.431641
	Iteration 31Q: 3 clusters Score -8056714 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -8056773.000000 Penalty: 5474.431641
	Iteration 32Q: 3 clusters Score -8056773 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -8056834.500000 Penalty: 5474.431641
	Iteration 33Q: 3 clusters Score -8056834 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -8056919.500000 Penalty: 5474.431641
	Iteration 34Q: 3 clusters Score -8056920 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -8057017.500000 Penalty: 5474.431641
	Iteration 35Q: 3 clusters Score -8057018 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -8057090.000000 Penalty: 5474.431641
	Iteration 36Q: 3 clusters Score -8057090 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -8057151.000000 Penalty: 5474.431641
	Iteration 37Q: 3 clusters Score -8057151 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 58197 members 
Entering Unmasked Estep 
Score: -8057204.000000 Penalty: 5474.431641
	Iteration 38Q: 3 clusters Score -8057204 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -8057235.000000 Penalty: 5474.431641
	Iteration 39Q: 3 clusters Score -8057235 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -8057239.000000 Penalty: 5474.431641
	Iteration 40F: 3 clusters Score -8057239 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -8057263.000000 Penalty: 5474.431641
	Iteration 41Q: 3 clusters Score -8057263 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 58625 members 
Entering Unmasked Estep 
Score: -8057291.000000 Penalty: 5474.431641
	Iteration 42Q: 3 clusters Score -8057291 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -8057300.000000 Penalty: 5474.431641
	Iteration 43Q: 3 clusters Score -8057300 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 58774 members 
Entering Unmasked Estep 
Score: -8057318.500000 Penalty: 5474.431641
	Iteration 44Q: 3 clusters Score -8057318 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -8057325.000000 Penalty: 5474.431641
	Iteration 45Q: 3 clusters Score -8057325 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -8057344.000000 Penalty: 5474.431641
	Iteration 46Q: 3 clusters Score -8057344 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -8057352.000000 Penalty: 5474.431641
	Iteration 47Q: 3 clusters Score -8057352 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
Score: -8057381.500000 Penalty: 5474.431641
	Iteration 48Q: 3 clusters Score -8057382 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 59092 members 
Entering Unmasked Estep 
Score: -8057391.500000 Penalty: 5474.431641
	Iteration 49Q: 3 clusters Score -8057392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
Score: -8057398.500000 Penalty: 5474.431641
	Iteration 50Q: 3 clusters Score -8057398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 59190 members 
Entering Unmasked Estep 
Score: -8057395.500000 Penalty: 5474.431641
	Iteration 51Q: 3 clusters Score -8057396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 59225 members 
Entering Unmasked Estep 
Score: -8057376.500000 Penalty: 5474.431641
	Iteration 52Q: 3 clusters Score -8057376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -8057380.500000 Penalty: 5474.431641
	Iteration 53Q: 3 clusters Score -8057380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 59278 members 
Entering Unmasked Estep 
Score: -8057375.500000 Penalty: 5474.431641
	Iteration 54Q: 3 clusters Score -8057376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -8057383.500000 Penalty: 5474.431641
	Iteration 55Q: 3 clusters Score -8057384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -8057386.000000 Penalty: 5474.431641
	Iteration 56Q: 3 clusters Score -8057386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -8057391.000000 Penalty: 5474.431641
	Iteration 57Q: 3 clusters Score -8057391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 59366 members 
Entering Unmasked Estep 
Score: -8057392.500000 Penalty: 5474.431641
	Iteration 58Q: 3 clusters Score -8057392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -8057400.500000 Penalty: 5474.431641
	Iteration 59Q: 3 clusters Score -8057400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -8057408.000000 Penalty: 5474.431641
	Iteration 60F: 3 clusters Score -8057408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 59434 members 
Entering Unmasked Estep 
Score: -8057410.000000 Penalty: 5474.431641
	Iteration 61Q: 3 clusters Score -8057410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -8057422.500000 Penalty: 5474.431641
	Iteration 62Q: 3 clusters Score -8057422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 59475 members 
Entering Unmasked Estep 
Score: -8057418.000000 Penalty: 5474.431641
	Iteration 63Q: 3 clusters Score -8057418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -8057423.500000 Penalty: 5474.431641
	Iteration 64Q: 3 clusters Score -8057424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 59506 members 
Entering Unmasked Estep 
Score: -8057424.000000 Penalty: 5474.431641
	Iteration 65Q: 3 clusters Score -8057424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 59518 members 
Entering Unmasked Estep 
Score: -8057434.000000 Penalty: 5474.431641
	Iteration 66Q: 3 clusters Score -8057434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 59531 members 
Entering Unmasked Estep 
Score: -8057431.000000 Penalty: 5474.431641
	Iteration 67Q: 3 clusters Score -8057431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 59536 members 
Entering Unmasked Estep 
Score: -8057432.500000 Penalty: 5474.431641
	Iteration 68Q: 3 clusters Score -8057432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 59540 members 
Entering Unmasked Estep 
Score: -8057429.000000 Penalty: 5474.431641
	Iteration 69Q: 3 clusters Score -8057429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 59548 members 
Entering Unmasked Estep 
Score: -8057432.000000 Penalty: 5474.431641
	Iteration 70Q: 3 clusters Score -8057432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 59556 members 
Entering Unmasked Estep 
Score: -8057432.000000 Penalty: 5474.431641
	Iteration 71Q: 3 clusters Score -8057432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -8057426.500000 Penalty: 5474.431641
	Iteration 72Q: 3 clusters Score -8057426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
Score: -8057431.000000 Penalty: 5474.431641
	Iteration 73Q: 3 clusters Score -8057431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -8057430.000000 Penalty: 5474.431641
	Iteration 74Q: 3 clusters Score -8057430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 59575 members 
Entering Unmasked Estep 
Score: -8057428.500000 Penalty: 5474.431641
	Iteration 75Q: 3 clusters Score -8057428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 59582 members 
Entering Unmasked Estep 
Score: -8057431.500000 Penalty: 5474.431641
	Iteration 76Q: 3 clusters Score -8057432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -8057437.500000 Penalty: 5474.431641
	Iteration 77Q: 3 clusters Score -8057438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 59591 members 
Entering Unmasked Estep 
Score: -8057436.500000 Penalty: 5474.431641
	Iteration 78Q: 3 clusters Score -8057436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 59595 members 
Entering Unmasked Estep 
Score: -8057428.500000 Penalty: 5474.431641
	Iteration 79Q: 3 clusters Score -8057428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -8057437.000000 Penalty: 5474.431641
	Iteration 80F: 3 clusters Score -8057437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -8057444.500000 Penalty: 5474.431641
	Iteration 81Q: 3 clusters Score -8057444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 59613 members 
Entering Unmasked Estep 
Score: -8057446.000000 Penalty: 5474.431641
	Iteration 82Q: 3 clusters Score -8057446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -8057441.000000 Penalty: 5474.431641
	Iteration 83Q: 3 clusters Score -8057441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -8057441.500000 Penalty: 5474.431641
	Iteration 84Q: 3 clusters Score -8057442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -8057446.500000 Penalty: 5474.431641
	Iteration 85Q: 3 clusters Score -8057446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 59638 members 
Entering Unmasked Estep 
Score: -8057446.000000 Penalty: 5474.431641
	Iteration 86Q: 3 clusters Score -8057446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -8057443.000000 Penalty: 5474.431641
	Iteration 87Q: 3 clusters Score -8057443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -8057442.000000 Penalty: 5474.431641
	Iteration 88Q: 3 clusters Score -8057442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
Score: -8057451.000000 Penalty: 5474.431641
	Iteration 89Q: 3 clusters Score -8057451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 59646 members 
Entering Unmasked Estep 
Score: -8057450.000000 Penalty: 5474.431641
	Iteration 90Q: 3 clusters Score -8057450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -8057443.500000 Penalty: 5474.431641
	Iteration 91Q: 3 clusters Score -8057444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -8057443.000000 Penalty: 5474.431641
	Iteration 92Q: 3 clusters Score -8057443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 59652 members 
Entering Unmasked Estep 
Score: -8057442.000000 Penalty: 5474.431641
	Iteration 93Q: 3 clusters Score -8057442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 59652 members 
Entering Unmasked Estep 
Score: -8057442.000000 Penalty: 5474.431641
	Iteration 94F: 3 clusters Score -8057442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Entering Unmasked Estep 
Score: -1881456.875000 Penalty: 2373.957764
	Iteration 0F: 2 clusters Score -1881457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1871072.000000 Penalty: 4747.915527
	Iteration 0F: 3 clusters Score -1871072 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1874141.250000 Penalty: 4747.915527
	Iteration 1F: 3 clusters Score -1874141 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1874537.000000 Penalty: 4747.915527
	Iteration 2F: 3 clusters Score -1874537 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1874857.875000 Penalty: 4747.915527
	Iteration 3F: 3 clusters Score -1874858 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1875133.750000 Penalty: 4747.915527
	Iteration 4Q: 3 clusters Score -1875134 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1875458.625000 Penalty: 4747.915527
	Iteration 5Q: 3 clusters Score -1875459 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1875782.375000 Penalty: 4747.915527
	Iteration 6Q: 3 clusters Score -1875782 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1876156.625000 Penalty: 4747.915527
	Iteration 7Q: 3 clusters Score -1876157 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1876494.125000 Penalty: 4747.915527
	Iteration 8Q: 3 clusters Score -1876494 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1876802.875000 Penalty: 4747.915527
	Iteration 9Q: 3 clusters Score -1876803 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1877059.375000 Penalty: 4747.915527
	Iteration 10Q: 3 clusters Score -1877059 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1877263.125000 Penalty: 4747.915527
	Iteration 11Q: 3 clusters Score -1877263 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1877427.125000 Penalty: 4747.915527
	Iteration 12Q: 3 clusters Score -1877427 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1877543.375000 Penalty: 4747.915527
	Iteration 13Q: 3 clusters Score -1877543 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1877657.500000 Penalty: 4747.915527
	Iteration 14Q: 3 clusters Score -1877658 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1877747.000000 Penalty: 4747.915527
	Iteration 15Q: 3 clusters Score -1877747 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1877837.375000 Penalty: 4747.915527
	Iteration 16Q: 3 clusters Score -1877837 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1877918.750000 Penalty: 4747.915527
	Iteration 17Q: 3 clusters Score -1877919 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1878000.750000 Penalty: 4747.915527
	Iteration 18Q: 3 clusters Score -1878001 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1878085.875000 Penalty: 4747.915527
	Iteration 19Q: 3 clusters Score -1878086 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1878162.250000 Penalty: 4747.915527
	Iteration 20F: 3 clusters Score -1878162 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1878237.375000 Penalty: 4747.915527
	Iteration 21Q: 3 clusters Score -1878237 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1878311.250000 Penalty: 4747.915527
	Iteration 22Q: 3 clusters Score -1878311 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1878390.125000 Penalty: 4747.915527
	Iteration 23Q: 3 clusters Score -1878390 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1878475.625000 Penalty: 4747.915527
	Iteration 24Q: 3 clusters Score -1878476 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1878566.625000 Penalty: 4747.915527
	Iteration 25Q: 3 clusters Score -1878567 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1878648.875000 Penalty: 4747.915527
	Iteration 26Q: 3 clusters Score -1878649 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1878749.000000 Penalty: 4747.915527
	Iteration 27Q: 3 clusters Score -1878749 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1878826.000000 Penalty: 4747.915527
	Iteration 28Q: 3 clusters Score -1878826 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1878915.750000 Penalty: 4747.915527
	Iteration 29Q: 3 clusters Score -1878916 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1878986.750000 Penalty: 4747.915527
	Iteration 30Q: 3 clusters Score -1878987 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1879064.875000 Penalty: 4747.915527
	Iteration 31Q: 3 clusters Score -1879065 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1879136.875000 Penalty: 4747.915527
	Iteration 32Q: 3 clusters Score -1879137 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1879188.125000 Penalty: 4747.915527
	Iteration 33Q: 3 clusters Score -1879188 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1879236.875000 Penalty: 4747.915527
	Iteration 34Q: 3 clusters Score -1879237 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1879285.875000 Penalty: 4747.915527
	Iteration 35Q: 3 clusters Score -1879286 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1879333.500000 Penalty: 4747.915527
	Iteration 36Q: 3 clusters Score -1879334 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1879367.625000 Penalty: 4747.915527
	Iteration 37Q: 3 clusters Score -1879368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1879401.875000 Penalty: 4747.915527
	Iteration 38Q: 3 clusters Score -1879402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1879430.125000 Penalty: 4747.915527
	Iteration 39Q: 3 clusters Score -1879430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1879452.250000 Penalty: 4747.915527
	Iteration 40F: 3 clusters Score -1879452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1879469.000000 Penalty: 4747.915527
	Iteration 41Q: 3 clusters Score -1879469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1879469.375000 Penalty: 4747.915527
	Iteration 42Q: 3 clusters Score -1879469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1879471.375000 Penalty: 4747.915527
	Iteration 43Q: 3 clusters Score -1879471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1879473.500000 Penalty: 4747.915527
	Iteration 44Q: 3 clusters Score -1879474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1879476.250000 Penalty: 4747.915527
	Iteration 45Q: 3 clusters Score -1879476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1879478.375000 Penalty: 4747.915527
	Iteration 46Q: 3 clusters Score -1879478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1879480.000000 Penalty: 4747.915527
	Iteration 47Q: 3 clusters Score -1879480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1879480.500000 Penalty: 4747.915527
	Iteration 48Q: 3 clusters Score -1879480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1879481.125000 Penalty: 4747.915527
	Iteration 49Q: 3 clusters Score -1879481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1879481.125000 Penalty: 4747.915527
	Iteration 50F: 3 clusters Score -1879481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Entering Unmasked Estep 
Score: -6148011.000000 Penalty: 2672.306396
	Iteration 0F: 2 clusters Score -6148011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -6115967.000000 Penalty: 5344.612793
	Iteration 0F: 3 clusters Score -6115967 nChanged 21875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -6128368.500000 Penalty: 5344.612793
	Iteration 1F: 3 clusters Score -6128368 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -6129179.500000 Penalty: 5344.612793
	Iteration 2Q: 3 clusters Score -6129180 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -6130266.000000 Penalty: 5344.612793
	Iteration 3F: 3 clusters Score -6130266 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -6131817.000000 Penalty: 5344.612793
	Iteration 4F: 3 clusters Score -6131817 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -6133838.000000 Penalty: 5344.612793
	Iteration 5F: 3 clusters Score -6133838 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -6136355.000000 Penalty: 5344.612793
	Iteration 6F: 3 clusters Score -6136355 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -6139042.500000 Penalty: 5344.612793
	Iteration 7F: 3 clusters Score -6139042 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -6141271.500000 Penalty: 5344.612793
	Iteration 8F: 3 clusters Score -6141272 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -6142843.000000 Penalty: 5344.612793
	Iteration 9Q: 3 clusters Score -6142843 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -6143981.500000 Penalty: 5344.612793
	Iteration 10Q: 3 clusters Score -6143982 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -6144644.000000 Penalty: 5344.612793
	Iteration 11Q: 3 clusters Score -6144644 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -6145074.500000 Penalty: 5344.612793
	Iteration 12Q: 3 clusters Score -6145074 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -6145290.500000 Penalty: 5344.612793
	Iteration 13Q: 3 clusters Score -6145290 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -6145442.000000 Penalty: 5344.612793
	Iteration 14Q: 3 clusters Score -6145442 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -6145551.500000 Penalty: 5344.612793
	Iteration 15Q: 3 clusters Score -6145552 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -6145653.500000 Penalty: 5344.612793
	Iteration 16Q: 3 clusters Score -6145654 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -6145711.000000 Penalty: 5344.612793
	Iteration 17Q: 3 clusters Score -6145711 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -6145781.500000 Penalty: 5344.612793
	Iteration 18Q: 3 clusters Score -6145782 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -6145847.500000 Penalty: 5344.612793
	Iteration 19Q: 3 clusters Score -6145848 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -6145892.000000 Penalty: 5344.612793
	Iteration 20F: 3 clusters Score -6145892 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -6145926.000000 Penalty: 5344.612793
	Iteration 21Q: 3 clusters Score -6145926 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -6145958.500000 Penalty: 5344.612793
	Iteration 22Q: 3 clusters Score -6145958 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -6145997.500000 Penalty: 5344.612793
	Iteration 23Q: 3 clusters Score -6145998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -6146019.000000 Penalty: 5344.612793
	Iteration 24Q: 3 clusters Score -6146019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -6146047.500000 Penalty: 5344.612793
	Iteration 25Q: 3 clusters Score -6146048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -6146064.500000 Penalty: 5344.612793
	Iteration 26Q: 3 clusters Score -6146064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -6146079.000000 Penalty: 5344.612793
	Iteration 27Q: 3 clusters Score -6146079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -6146089.500000 Penalty: 5344.612793
	Iteration 28Q: 3 clusters Score -6146090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -6146093.500000 Penalty: 5344.612793
	Iteration 29Q: 3 clusters Score -6146094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -6146097.500000 Penalty: 5344.612793
	Iteration 30Q: 3 clusters Score -6146098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -6146098.500000 Penalty: 5344.612793
	Iteration 31Q: 3 clusters Score -6146098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -6146096.500000 Penalty: 5344.612793
	Iteration 32Q: 3 clusters Score -6146096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -6146102.000000 Penalty: 5344.612793
	Iteration 33Q: 3 clusters Score -6146102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -6146102.000000 Penalty: 5344.612793
	Iteration 34F: 3 clusters Score -6146102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Entering Unmasked Estep 
Score: -3416490.500000 Penalty: 2529.773438
	Iteration 0F: 2 clusters Score -3416490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3397812.750000 Penalty: 5059.546875
	Iteration 0F: 3 clusters Score -3397813 nChanged 12064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -3404517.250000 Penalty: 5059.546875
	Iteration 1F: 3 clusters Score -3404517 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3404951.750000 Penalty: 5059.546875
	Iteration 2Q: 3 clusters Score -3404952 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3405343.500000 Penalty: 5059.546875
	Iteration 3Q: 3 clusters Score -3405344 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3405768.500000 Penalty: 5059.546875
	Iteration 4Q: 3 clusters Score -3405768 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3406180.250000 Penalty: 5059.546875
	Iteration 5Q: 3 clusters Score -3406180 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -3406753.250000 Penalty: 5059.546875
	Iteration 6Q: 3 clusters Score -3406753 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -3407439.250000 Penalty: 5059.546875
	Iteration 7Q: 3 clusters Score -3407439 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -3408339.500000 Penalty: 5059.546875
	Iteration 8F: 3 clusters Score -3408340 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -3409515.750000 Penalty: 5059.546875
	Iteration 9F: 3 clusters Score -3409516 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -3410782.000000 Penalty: 5059.546875
	Iteration 10F: 3 clusters Score -3410782 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -3411911.000000 Penalty: 5059.546875
	Iteration 11Q: 3 clusters Score -3411911 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -3412751.000000 Penalty: 5059.546875
	Iteration 12Q: 3 clusters Score -3412751 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -3413272.500000 Penalty: 5059.546875
	Iteration 13Q: 3 clusters Score -3413272 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3413683.250000 Penalty: 5059.546875
	Iteration 14Q: 3 clusters Score -3413683 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3413893.500000 Penalty: 5059.546875
	Iteration 15Q: 3 clusters Score -3413894 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -3414006.250000 Penalty: 5059.546875
	Iteration 16Q: 3 clusters Score -3414006 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -3414080.000000 Penalty: 5059.546875
	Iteration 17Q: 3 clusters Score -3414080 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3414140.500000 Penalty: 5059.546875
	Iteration 18Q: 3 clusters Score -3414140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3414197.750000 Penalty: 5059.546875
	Iteration 19Q: 3 clusters Score -3414198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3414255.250000 Penalty: 5059.546875
	Iteration 20F: 3 clusters Score -3414255 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3414286.000000 Penalty: 5059.546875
	Iteration 21Q: 3 clusters Score -3414286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3414305.750000 Penalty: 5059.546875
	Iteration 22Q: 3 clusters Score -3414306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -3414314.250000 Penalty: 5059.546875
	Iteration 23Q: 3 clusters Score -3414314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3414331.500000 Penalty: 5059.546875
	Iteration 24Q: 3 clusters Score -3414332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3414341.250000 Penalty: 5059.546875
	Iteration 25Q: 3 clusters Score -3414341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3414346.750000 Penalty: 5059.546875
	Iteration 26Q: 3 clusters Score -3414347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3414359.000000 Penalty: 5059.546875
	Iteration 27Q: 3 clusters Score -3414359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -3414364.000000 Penalty: 5059.546875
	Iteration 28Q: 3 clusters Score -3414364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -3414377.000000 Penalty: 5059.546875
	Iteration 29Q: 3 clusters Score -3414377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3414376.750000 Penalty: 5059.546875
	Iteration 30Q: 3 clusters Score -3414377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -3414386.000000 Penalty: 5059.546875
	Iteration 31Q: 3 clusters Score -3414386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3414391.500000 Penalty: 5059.546875
	Iteration 32Q: 3 clusters Score -3414392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -3414389.500000 Penalty: 5059.546875
	Iteration 33Q: 3 clusters Score -3414390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -3414392.500000 Penalty: 5059.546875
	Iteration 34Q: 3 clusters Score -3414392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -3414396.000000 Penalty: 5059.546875
	Iteration 35Q: 3 clusters Score -3414396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -3414396.000000 Penalty: 5059.546875
	Iteration 36F: 3 clusters Score -3414396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Entering Unmasked Estep 
Score: -1650629.125000 Penalty: 2350.144775
	Iteration 0F: 2 clusters Score -1650629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1641081.750000 Penalty: 4700.289551
	Iteration 0F: 3 clusters Score -1641082 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1644492.125000 Penalty: 4700.289551
	Iteration 1F: 3 clusters Score -1644492 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1645163.625000 Penalty: 4700.289551
	Iteration 2F: 3 clusters Score -1645164 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1645929.000000 Penalty: 4700.289551
	Iteration 3F: 3 clusters Score -1645929 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1646659.750000 Penalty: 4700.289551
	Iteration 4F: 3 clusters Score -1646660 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1647251.375000 Penalty: 4700.289551
	Iteration 5F: 3 clusters Score -1647251 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1647624.125000 Penalty: 4700.289551
	Iteration 6F: 3 clusters Score -1647624 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1647819.875000 Penalty: 4700.289551
	Iteration 7Q: 3 clusters Score -1647820 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1647942.125000 Penalty: 4700.289551
	Iteration 8Q: 3 clusters Score -1647942 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1647999.750000 Penalty: 4700.289551
	Iteration 9Q: 3 clusters Score -1648000 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1648041.875000 Penalty: 4700.289551
	Iteration 10Q: 3 clusters Score -1648042 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1648085.250000 Penalty: 4700.289551
	Iteration 11Q: 3 clusters Score -1648085 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1648114.250000 Penalty: 4700.289551
	Iteration 12Q: 3 clusters Score -1648114 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1648134.000000 Penalty: 4700.289551
	Iteration 13Q: 3 clusters Score -1648134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1648148.500000 Penalty: 4700.289551
	Iteration 14Q: 3 clusters Score -1648148 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1648163.125000 Penalty: 4700.289551
	Iteration 15Q: 3 clusters Score -1648163 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1648171.125000 Penalty: 4700.289551
	Iteration 16Q: 3 clusters Score -1648171 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1648182.250000 Penalty: 4700.289551
	Iteration 17Q: 3 clusters Score -1648182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1648185.750000 Penalty: 4700.289551
	Iteration 18Q: 3 clusters Score -1648186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1648189.250000 Penalty: 4700.289551
	Iteration 19Q: 3 clusters Score -1648189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1648191.125000 Penalty: 4700.289551
	Iteration 20F: 3 clusters Score -1648191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1648202.125000 Penalty: 4700.289551
	Iteration 21Q: 3 clusters Score -1648202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1648202.125000 Penalty: 4700.289551
	Iteration 22Q: 3 clusters Score -1648202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1648209.000000 Penalty: 4700.289551
	Iteration 23Q: 3 clusters Score -1648209 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1648208.000000 Penalty: 4700.289551
	Iteration 24Q: 3 clusters Score -1648208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1648217.750000 Penalty: 4700.289551
	Iteration 25Q: 3 clusters Score -1648218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1648227.125000 Penalty: 4700.289551
	Iteration 26Q: 3 clusters Score -1648227 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1648225.375000 Penalty: 4700.289551
	Iteration 27Q: 3 clusters Score -1648225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1648230.875000 Penalty: 4700.289551
	Iteration 28Q: 3 clusters Score -1648231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1648238.750000 Penalty: 4700.289551
	Iteration 29Q: 3 clusters Score -1648239 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1648238.125000 Penalty: 4700.289551
	Iteration 30Q: 3 clusters Score -1648238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1648250.000000 Penalty: 4700.289551
	Iteration 31Q: 3 clusters Score -1648250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1648248.500000 Penalty: 4700.289551
	Iteration 32Q: 3 clusters Score -1648248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1648254.000000 Penalty: 4700.289551
	Iteration 33Q: 3 clusters Score -1648254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1648254.875000 Penalty: 4700.289551
	Iteration 34Q: 3 clusters Score -1648255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1648253.750000 Penalty: 4700.289551
	Iteration 35Q: 3 clusters Score -1648254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1648253.500000 Penalty: 4700.289551
	Iteration 36Q: 3 clusters Score -1648254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1648254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1648257.000000 Penalty: 4700.289551
	Iteration 38Q: 3 clusters Score -1648257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1648256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1648261.125000 Penalty: 4700.289551
	Iteration 40F: 3 clusters Score -1648261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1648262.625000 Penalty: 4700.289551
	Iteration 41Q: 3 clusters Score -1648263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1648259.625000 Penalty: 4700.289551
	Iteration 42Q: 3 clusters Score -1648260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1648263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1648265.000000 Penalty: 4700.289551
	Iteration 44Q: 3 clusters Score -1648265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1648267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1648271.000000 Penalty: 4700.289551
	Iteration 46Q: 3 clusters Score -1648271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1648273.000000 Penalty: 4700.289551
	Iteration 47Q: 3 clusters Score -1648273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1648270.500000 Penalty: 4700.289551
	Iteration 48Q: 3 clusters Score -1648270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1648274.625000 Penalty: 4700.289551
	Iteration 49Q: 3 clusters Score -1648275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1648275.250000 Penalty: 4700.289551
	Iteration 50Q: 3 clusters Score -1648275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1648277.250000 Penalty: 4700.289551
	Iteration 51Q: 3 clusters Score -1648277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1648278.625000 Penalty: 4700.289551
	Iteration 52Q: 3 clusters Score -1648279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1648278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1648278.375000 Penalty: 4700.289551
	Iteration 54Q: 3 clusters Score -1648278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1648279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1648283.250000 Penalty: 4700.289551
	Iteration 56Q: 3 clusters Score -1648283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1648281.250000 Penalty: 4700.289551
	Iteration 57Q: 3 clusters Score -1648281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1648282.625000 Penalty: 4700.289551
	Iteration 58Q: 3 clusters Score -1648283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1648283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1648282.250000 Penalty: 4700.289551
	Iteration 60F: 3 clusters Score -1648282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1648281.875000 Penalty: 4700.289551
	Iteration 61Q: 3 clusters Score -1648282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1648278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1648276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1648277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1648277.875000 Penalty: 4700.289551
	Iteration 65Q: 3 clusters Score -1648278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1648281.500000 Penalty: 4700.289551
	Iteration 66Q: 3 clusters Score -1648282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1648282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1648284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1648281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1648283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1648289.375000 Penalty: 4700.289551
	Iteration 71Q: 3 clusters Score -1648289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1648285.875000 Penalty: 4700.289551
	Iteration 72Q: 3 clusters Score -1648286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1648286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1648289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1648288.125000 Penalty: 4700.289551
	Iteration 75Q: 3 clusters Score -1648288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1648289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1648287.625000 Penalty: 4700.289551
	Iteration 77Q: 3 clusters Score -1648288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1648290.250000 Penalty: 4700.289551
	Iteration 78Q: 3 clusters Score -1648290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1648292.375000 Penalty: 4700.289551
	Iteration 79Q: 3 clusters Score -1648292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1648293.250000 Penalty: 4700.289551
	Iteration 80F: 3 clusters Score -1648293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1648291.625000 Penalty: 4700.289551
	Iteration 81Q: 3 clusters Score -1648292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1648290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1648294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1648296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1648295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1648293.625000 Penalty: 4700.289551
	Iteration 86Q: 3 clusters Score -1648294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1648296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1648294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1648298.750000 Penalty: 4700.289551
	Iteration 89Q: 3 clusters Score -1648299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1648297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1648310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1648311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1648313.000000 Penalty: 4700.289551
	Iteration 93Q: 3 clusters Score -1648313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1648317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1648320.750000 Penalty: 4700.289551
	Iteration 95Q: 3 clusters Score -1648321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1648324.875000 Penalty: 4700.289551
	Iteration 96Q: 3 clusters Score -1648325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1648322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1648324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1648325.625000 Penalty: 4700.289551
	Iteration 99Q: 3 clusters Score -1648326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1648329.000000 Penalty: 4700.289551
	Iteration 100F: 3 clusters Score -1648329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1648328.875000 Penalty: 4700.289551
	Iteration 101Q: 3 clusters Score -1648329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1648330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1648330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1648332.000000 Penalty: 4700.289551
	Iteration 104Q: 3 clusters Score -1648332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1648338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1648339.750000 Penalty: 4700.289551
	Iteration 106Q: 3 clusters Score -1648340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1648345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1648345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1648346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1648350.250000 Penalty: 4700.289551
	Iteration 110Q: 3 clusters Score -1648350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1648349.750000 Penalty: 4700.289551
	Iteration 111Q: 3 clusters Score -1648350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1648356.000000 Penalty: 4700.289551
	Iteration 112Q: 3 clusters Score -1648356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1648354.000000 Penalty: 4700.289551
	Iteration 113Q: 3 clusters Score -1648354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1648356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1648356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1648358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1648362.000000 Penalty: 4700.289551
	Iteration 117Q: 3 clusters Score -1648362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1648362.500000 Penalty: 4700.289551
	Iteration 118Q: 3 clusters Score -1648362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1648363.125000 Penalty: 4700.289551
	Iteration 119Q: 3 clusters Score -1648363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1648361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1648360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1648363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1648364.000000 Penalty: 4700.289551
	Iteration 123Q: 3 clusters Score -1648364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1648367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1648368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1648369.000000 Penalty: 4700.289551
	Iteration 126Q: 3 clusters Score -1648369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1648372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1648371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1648373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1648377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1648380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1648381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1648383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1648385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1648389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1648393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1648391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1648391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1648405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1648403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1648408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1648411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1648410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1648410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1648413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1648414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1648414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1648419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1648422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1648422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1648428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1648432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1648432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1648431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1648436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1648437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1648444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1648450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1648456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1648456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1648460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1648460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1648463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1648466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1648466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1648468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1648471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1648478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1648488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1648492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1648502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1648505 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1648510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1648516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1648512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1648524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1648535 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1648544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1648555 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -1648568 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1648576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1648584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1648597 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1648604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1648610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1648617 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1648618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1648627.875000 Penalty: 4700.289551
	Iteration 188Q: 3 clusters Score -1648628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1648636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1648649 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1648649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1648653 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1648662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1648661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1648666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1648674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1648678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1648679 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1648683.375000 Penalty: 4700.289551
	Iteration 199Q: 3 clusters Score -1648683 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1648693.375000 Penalty: 4700.289551
	Iteration 200F: 3 clusters Score -1648693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1648706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1648708.000000 Penalty: 4700.289551
	Iteration 202Q: 3 clusters Score -1648708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1648714.125000 Penalty: 4700.289551
	Iteration 203Q: 3 clusters Score -1648714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1648717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1648729 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1648736.000000 Penalty: 4700.289551
	Iteration 206Q: 3 clusters Score -1648736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1648743.250000 Penalty: 4700.289551
	Iteration 207Q: 3 clusters Score -1648743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1648749.625000 Penalty: 4700.289551
	Iteration 208Q: 3 clusters Score -1648750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1648752.375000 Penalty: 4700.289551
	Iteration 209Q: 3 clusters Score -1648752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1648762.250000 Penalty: 4700.289551
	Iteration 210Q: 3 clusters Score -1648762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1648771 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1648784.000000 Penalty: 4700.289551
	Iteration 212Q: 3 clusters Score -1648784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1648788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1648796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1648806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1648811 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1648815 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -1648832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1648846 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1648851 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1648854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1648859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1648863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1648866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1648866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -1648873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1648877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1648878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1648882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1648884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1648889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -1648886 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -1648886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -1648891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -1648892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -1648897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -1648898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -1648902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -1648902 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -1648907 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -1648914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -1648917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -1648917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -1648916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -1648922 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -1648921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -1648923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -1648922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -1648924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -1648925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -1648928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -1648928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -1648927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -1648932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -1648933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -1648934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -1648936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -1648938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -1648939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1648942.000000 Penalty: 4700.289551
	Iteration 260F: 3 clusters Score -1648942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -1648944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -1648945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -1648945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -1648950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1648952.750000 Penalty: 4700.289551
	Iteration 265Q: 3 clusters Score -1648953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -1648953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -1648957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -1648952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -1648953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -1648958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -1648959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -1648965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -1648966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -1648968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -1648969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -1648975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -1648975 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -1648976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -1648980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1648986.000000 Penalty: 4700.289551
	Iteration 280F: 3 clusters Score -1648986 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -1648988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1648991.875000 Penalty: 4700.289551
	Iteration 282Q: 3 clusters Score -1648992 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -1648994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -1648994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -1648995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -1648996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -1649000 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -1649006 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1649008.750000 Penalty: 4700.289551
	Iteration 289Q: 3 clusters Score -1649009 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -1649006 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -1649003 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 2606 members 
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	Iteration 292Q: 3 clusters Score -1649007 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -1649006 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -1649009 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1649014.750000 Penalty: 4700.289551
	Iteration 295Q: 3 clusters Score -1649015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -1649013 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -1649015 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1649017.250000 Penalty: 4700.289551
	Iteration 298Q: 3 clusters Score -1649017 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1649020.250000 Penalty: 4700.289551
	Iteration 299Q: 3 clusters Score -1649020 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1649023.000000 Penalty: 4700.289551
	Iteration 300F: 3 clusters Score -1649023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
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	Iteration 301Q: 3 clusters Score -1649024 nChanged 9
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Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -1649024 nChanged 12
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Mstep: Class 1 contains 10561 members 
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Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -1649032 nChanged 9
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Mstep: Class 1 contains 10570 members 
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	Iteration 304Q: 3 clusters Score -1649034 nChanged 12
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Mstep: Class 1 contains 10582 members 
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Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -1649038 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1649038.375000 Penalty: 4700.289551
	Iteration 306Q: 3 clusters Score -1649038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1649039.500000 Penalty: 4700.289551
	Iteration 307Q: 3 clusters Score -1649040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1649038.250000 Penalty: 4700.289551
	Iteration 308Q: 3 clusters Score -1649038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1649041.625000 Penalty: 4700.289551
	Iteration 309Q: 3 clusters Score -1649042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1649043.750000 Penalty: 4700.289551
	Iteration 310Q: 3 clusters Score -1649044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1649044.375000 Penalty: 4700.289551
	Iteration 311Q: 3 clusters Score -1649044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1649049.500000 Penalty: 4700.289551
	Iteration 312Q: 3 clusters Score -1649050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1649048.750000 Penalty: 4700.289551
	Iteration 313Q: 3 clusters Score -1649049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1649049.750000 Penalty: 4700.289551
	Iteration 314Q: 3 clusters Score -1649050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1649052.500000 Penalty: 4700.289551
	Iteration 315Q: 3 clusters Score -1649052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1649052.250000 Penalty: 4700.289551
	Iteration 316Q: 3 clusters Score -1649052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1649052.000000 Penalty: 4700.289551
	Iteration 317Q: 3 clusters Score -1649052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1649052.875000 Penalty: 4700.289551
	Iteration 318Q: 3 clusters Score -1649053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1649057.750000 Penalty: 4700.289551
	Iteration 319Q: 3 clusters Score -1649058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1649056.000000 Penalty: 4700.289551
	Iteration 320F: 3 clusters Score -1649056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1649059.250000 Penalty: 4700.289551
	Iteration 321Q: 3 clusters Score -1649059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1649060.500000 Penalty: 4700.289551
	Iteration 322Q: 3 clusters Score -1649060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1649062.875000 Penalty: 4700.289551
	Iteration 323Q: 3 clusters Score -1649063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1649062.000000 Penalty: 4700.289551
	Iteration 324Q: 3 clusters Score -1649062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1649063.375000 Penalty: 4700.289551
	Iteration 325Q: 3 clusters Score -1649063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1649066.375000 Penalty: 4700.289551
	Iteration 326Q: 3 clusters Score -1649066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1649066.000000 Penalty: 4700.289551
	Iteration 327Q: 3 clusters Score -1649066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1649069.875000 Penalty: 4700.289551
	Iteration 328Q: 3 clusters Score -1649070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1649069.375000 Penalty: 4700.289551
	Iteration 329Q: 3 clusters Score -1649069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1649070.375000 Penalty: 4700.289551
	Iteration 330Q: 3 clusters Score -1649070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1649068.625000 Penalty: 4700.289551
	Iteration 331Q: 3 clusters Score -1649069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1649070.000000 Penalty: 4700.289551
	Iteration 332Q: 3 clusters Score -1649070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1649069.625000 Penalty: 4700.289551
	Iteration 333Q: 3 clusters Score -1649070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1649069.750000 Penalty: 4700.289551
	Iteration 334Q: 3 clusters Score -1649070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1649069.750000 Penalty: 4700.289551
	Iteration 335F: 3 clusters Score -1649070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Entering Unmasked Estep 
Score: -1311245.375000 Penalty: 2301.984619
	Iteration 0F: 2 clusters Score -1311245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1303077.250000 Penalty: 4603.969238
	Iteration 0F: 3 clusters Score -1303077 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1305495.000000 Penalty: 4603.969238
	Iteration 1F: 3 clusters Score -1305495 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1305862.250000 Penalty: 4603.969238
	Iteration 2F: 3 clusters Score -1305862 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1306135.250000 Penalty: 4603.969238
	Iteration 3F: 3 clusters Score -1306135 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1306342.375000 Penalty: 4603.969238
	Iteration 4Q: 3 clusters Score -1306342 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1306548.875000 Penalty: 4603.969238
	Iteration 5Q: 3 clusters Score -1306549 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1306785.125000 Penalty: 4603.969238
	Iteration 6Q: 3 clusters Score -1306785 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1307025.625000 Penalty: 4603.969238
	Iteration 7Q: 3 clusters Score -1307026 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1307288.250000 Penalty: 4603.969238
	Iteration 8Q: 3 clusters Score -1307288 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1307515.875000 Penalty: 4603.969238
	Iteration 9Q: 3 clusters Score -1307516 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1307721.750000 Penalty: 4603.969238
	Iteration 10Q: 3 clusters Score -1307722 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1307911.875000 Penalty: 4603.969238
	Iteration 11Q: 3 clusters Score -1307912 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1308100.375000 Penalty: 4603.969238
	Iteration 12Q: 3 clusters Score -1308100 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1308280.625000 Penalty: 4603.969238
	Iteration 13Q: 3 clusters Score -1308281 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1308439.250000 Penalty: 4603.969238
	Iteration 14Q: 3 clusters Score -1308439 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1308586.750000 Penalty: 4603.969238
	Iteration 15Q: 3 clusters Score -1308587 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1308702.375000 Penalty: 4603.969238
	Iteration 16Q: 3 clusters Score -1308702 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1308800.750000 Penalty: 4603.969238
	Iteration 17Q: 3 clusters Score -1308801 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1308877.250000 Penalty: 4603.969238
	Iteration 18Q: 3 clusters Score -1308877 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1308921.875000 Penalty: 4603.969238
	Iteration 19Q: 3 clusters Score -1308922 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1308950.125000 Penalty: 4603.969238
	Iteration 20F: 3 clusters Score -1308950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1308981.500000 Penalty: 4603.969238
	Iteration 21Q: 3 clusters Score -1308982 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1308995.875000 Penalty: 4603.969238
	Iteration 22Q: 3 clusters Score -1308996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1309010.750000 Penalty: 4603.969238
	Iteration 23Q: 3 clusters Score -1309011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1309021.625000 Penalty: 4603.969238
	Iteration 24Q: 3 clusters Score -1309022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1309029.875000 Penalty: 4603.969238
	Iteration 25Q: 3 clusters Score -1309030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1309034.375000 Penalty: 4603.969238
	Iteration 26Q: 3 clusters Score -1309034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1309044.125000 Penalty: 4603.969238
	Iteration 27Q: 3 clusters Score -1309044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1309044.750000 Penalty: 4603.969238
	Iteration 28Q: 3 clusters Score -1309045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1309049.750000 Penalty: 4603.969238
	Iteration 29Q: 3 clusters Score -1309050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1309053.250000 Penalty: 4603.969238
	Iteration 30Q: 3 clusters Score -1309053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1309057.125000 Penalty: 4603.969238
	Iteration 31Q: 3 clusters Score -1309057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1309058.250000 Penalty: 4603.969238
	Iteration 32Q: 3 clusters Score -1309058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1309058.375000 Penalty: 4603.969238
	Iteration 33Q: 3 clusters Score -1309058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1309059.875000 Penalty: 4603.969238
	Iteration 34Q: 3 clusters Score -1309060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1309058.500000 Penalty: 4603.969238
	Iteration 35Q: 3 clusters Score -1309058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1309058.250000 Penalty: 4603.969238
	Iteration 36Q: 3 clusters Score -1309058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1309060.250000 Penalty: 4603.969238
	Iteration 37Q: 3 clusters Score -1309060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1309058.125000 Penalty: 4603.969238
	Iteration 38Q: 3 clusters Score -1309058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1309057.875000 Penalty: 4603.969238
	Iteration 39Q: 3 clusters Score -1309058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1309058.625000 Penalty: 4603.969238
	Iteration 40F: 3 clusters Score -1309059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1309059.750000 Penalty: 4603.969238
	Iteration 41Q: 3 clusters Score -1309060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1309058.750000 Penalty: 4603.969238
	Iteration 42Q: 3 clusters Score -1309059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1309058.750000 Penalty: 4603.969238
	Iteration 43F: 3 clusters Score -1309059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -325384.625000 Penalty: 1953.782471
	Iteration 0F: 2 clusters Score -325384.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -322390.625000 Penalty: 3907.564941
	Iteration 0F: 3 clusters Score -322390.6 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -322985.187500 Penalty: 3907.564941
	Iteration 1F: 3 clusters Score -322985.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -323191.750000 Penalty: 3907.564941
	Iteration 2F: 3 clusters Score -323191.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -323320.031250 Penalty: 3907.564941
	Iteration 3F: 3 clusters Score -323320 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -323421.656250 Penalty: 3907.564941
	Iteration 4Q: 3 clusters Score -323421.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -323523.875000 Penalty: 3907.564941
	Iteration 5Q: 3 clusters Score -323523.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -323610.906250 Penalty: 3907.564941
	Iteration 6Q: 3 clusters Score -323610.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -323701.031250 Penalty: 3907.564941
	Iteration 7Q: 3 clusters Score -323701 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -323807.500000 Penalty: 3907.564941
	Iteration 8Q: 3 clusters Score -323807.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -323936.843750 Penalty: 3907.564941
	Iteration 9Q: 3 clusters Score -323936.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -324031.281250 Penalty: 3907.564941
	Iteration 10Q: 3 clusters Score -324031.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -324089.562500 Penalty: 3907.564941
	Iteration 11Q: 3 clusters Score -324089.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -324119.750000 Penalty: 3907.564941
	Iteration 12Q: 3 clusters Score -324119.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -324140.500000 Penalty: 3907.564941
	Iteration 13Q: 3 clusters Score -324140.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -324158.468750 Penalty: 3907.564941
	Iteration 14Q: 3 clusters Score -324158.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -324176.406250 Penalty: 3907.564941
	Iteration 15Q: 3 clusters Score -324176.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -324186.218750 Penalty: 3907.564941
	Iteration 16Q: 3 clusters Score -324186.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -324195.625000 Penalty: 3907.564941
	Iteration 17Q: 3 clusters Score -324195.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -324210.843750 Penalty: 3907.564941
	Iteration 18Q: 3 clusters Score -324210.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -324227.156250 Penalty: 3907.564941
	Iteration 19Q: 3 clusters Score -324227.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -324245.687500 Penalty: 3907.564941
	Iteration 20F: 3 clusters Score -324245.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -324257.437500 Penalty: 3907.564941
	Iteration 21Q: 3 clusters Score -324257.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -324267.437500 Penalty: 3907.564941
	Iteration 22Q: 3 clusters Score -324267.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -324283.281250 Penalty: 3907.564941
	Iteration 23Q: 3 clusters Score -324283.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -324297.968750 Penalty: 3907.564941
	Iteration 24Q: 3 clusters Score -324298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -324316.406250 Penalty: 3907.564941
	Iteration 25Q: 3 clusters Score -324316.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -324335.718750 Penalty: 3907.564941
	Iteration 26Q: 3 clusters Score -324335.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -324347.593750 Penalty: 3907.564941
	Iteration 27Q: 3 clusters Score -324347.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -324359.156250 Penalty: 3907.564941
	Iteration 28Q: 3 clusters Score -324359.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -324368.375000 Penalty: 3907.564941
	Iteration 29Q: 3 clusters Score -324368.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -324376.937500 Penalty: 3907.564941
	Iteration 30Q: 3 clusters Score -324376.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -324383.562500 Penalty: 3907.564941
	Iteration 31Q: 3 clusters Score -324383.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -324388.343750 Penalty: 3907.564941
	Iteration 32Q: 3 clusters Score -324388.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -324393.031250 Penalty: 3907.564941
	Iteration 33Q: 3 clusters Score -324393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -324398.093750 Penalty: 3907.564941
	Iteration 34Q: 3 clusters Score -324398.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -324402.500000 Penalty: 3907.564941
	Iteration 35Q: 3 clusters Score -324402.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -324404.750000 Penalty: 3907.564941
	Iteration 36Q: 3 clusters Score -324404.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -324407.750000 Penalty: 3907.564941
	Iteration 37Q: 3 clusters Score -324407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -324408.531250 Penalty: 3907.564941
	Iteration 38Q: 3 clusters Score -324408.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -324409.500000 Penalty: 3907.564941
	Iteration 39Q: 3 clusters Score -324409.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -324409.656250 Penalty: 3907.564941
	Iteration 40F: 3 clusters Score -324409.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -324410.343750 Penalty: 3907.564941
	Iteration 41Q: 3 clusters Score -324410.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -324410.593750 Penalty: 3907.564941
	Iteration 42Q: 3 clusters Score -324410.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -324411.625000 Penalty: 3907.564941
	Iteration 43Q: 3 clusters Score -324411.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -324412.500000 Penalty: 3907.564941
	Iteration 44Q: 3 clusters Score -324412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -324413.156250 Penalty: 3907.564941
	Iteration 45Q: 3 clusters Score -324413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -324414.625000 Penalty: 3907.564941
	Iteration 46Q: 3 clusters Score -324414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -324415.656250 Penalty: 3907.564941
	Iteration 47Q: 3 clusters Score -324415.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -324416.968750 Penalty: 3907.564941
	Iteration 48Q: 3 clusters Score -324417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -324418.468750 Penalty: 3907.564941
	Iteration 49Q: 3 clusters Score -324418.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -324420.843750 Penalty: 3907.564941
	Iteration 50Q: 3 clusters Score -324420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -324423.281250 Penalty: 3907.564941
	Iteration 51Q: 3 clusters Score -324423.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -324425.750000 Penalty: 3907.564941
	Iteration 52Q: 3 clusters Score -324425.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -324428.187500 Penalty: 3907.564941
	Iteration 53Q: 3 clusters Score -324428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -324430.687500 Penalty: 3907.564941
	Iteration 54Q: 3 clusters Score -324430.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -324434.531250 Penalty: 3907.564941
	Iteration 55Q: 3 clusters Score -324434.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -324437.156250 Penalty: 3907.564941
	Iteration 56Q: 3 clusters Score -324437.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -324438.718750 Penalty: 3907.564941
	Iteration 57Q: 3 clusters Score -324438.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -324442.750000 Penalty: 3907.564941
	Iteration 58Q: 3 clusters Score -324442.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -324446.500000 Penalty: 3907.564941
	Iteration 59Q: 3 clusters Score -324446.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -324449.281250 Penalty: 3907.564941
	Iteration 60F: 3 clusters Score -324449.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -324451.937500 Penalty: 3907.564941
	Iteration 61Q: 3 clusters Score -324451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -324454.656250 Penalty: 3907.564941
	Iteration 62Q: 3 clusters Score -324454.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -324459.218750 Penalty: 3907.564941
	Iteration 63Q: 3 clusters Score -324459.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -324470.125000 Penalty: 3907.564941
	Iteration 64Q: 3 clusters Score -324470.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -324486.562500 Penalty: 3907.564941
	Iteration 65Q: 3 clusters Score -324486.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -324509.500000 Penalty: 3907.564941
	Iteration 66Q: 3 clusters Score -324509.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -324560.781250 Penalty: 3907.564941
	Iteration 67Q: 3 clusters Score -324560.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -324645.031250 Penalty: 3907.564941
	Iteration 68Q: 3 clusters Score -324645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -324714.406250 Penalty: 3907.564941
	Iteration 69Q: 3 clusters Score -324714.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -324776.468750 Penalty: 3907.564941
	Iteration 70Q: 3 clusters Score -324776.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -324802.937500 Penalty: 3907.564941
	Iteration 71Q: 3 clusters Score -324802.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -324809.531250 Penalty: 3907.564941
	Iteration 72Q: 3 clusters Score -324809.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -324811.718750 Penalty: 3907.564941
	Iteration 73Q: 3 clusters Score -324811.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -324813.250000 Penalty: 3907.564941
	Iteration 74Q: 3 clusters Score -324813.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -324814.125000 Penalty: 3907.564941
	Iteration 75Q: 3 clusters Score -324814.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -324814.968750 Penalty: 3907.564941
	Iteration 76Q: 3 clusters Score -324815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -324815.375000 Penalty: 3907.564941
	Iteration 77Q: 3 clusters Score -324815.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -324815.375000 Penalty: 3907.564941
	Iteration 78F: 3 clusters Score -324815.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Entering Unmasked Estep 
Score: -678710.875000 Penalty: 2154.443604
	Iteration 0F: 2 clusters Score -678710.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -673644.437500 Penalty: 4308.887207
	Iteration 0F: 3 clusters Score -673644.4 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -675115.312500 Penalty: 4308.887207
	Iteration 1F: 3 clusters Score -675115.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -675573.312500 Penalty: 4308.887207
	Iteration 2F: 3 clusters Score -675573.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -675885.187500 Penalty: 4308.887207
	Iteration 3F: 3 clusters Score -675885.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -676084.375000 Penalty: 4308.887207
	Iteration 4F: 3 clusters Score -676084.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -676245.062500 Penalty: 4308.887207
	Iteration 5Q: 3 clusters Score -676245.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -676359.687500 Penalty: 4308.887207
	Iteration 6Q: 3 clusters Score -676359.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -676451.312500 Penalty: 4308.887207
	Iteration 7Q: 3 clusters Score -676451.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -676534.812500 Penalty: 4308.887207
	Iteration 8Q: 3 clusters Score -676534.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -676600.000000 Penalty: 4308.887207
	Iteration 9Q: 3 clusters Score -676600 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -676653.187500 Penalty: 4308.887207
	Iteration 10Q: 3 clusters Score -676653.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -676689.687500 Penalty: 4308.887207
	Iteration 11Q: 3 clusters Score -676689.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -676709.875000 Penalty: 4308.887207
	Iteration 12Q: 3 clusters Score -676709.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -676724.875000 Penalty: 4308.887207
	Iteration 13Q: 3 clusters Score -676724.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -676740.750000 Penalty: 4308.887207
	Iteration 14Q: 3 clusters Score -676740.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -676755.875000 Penalty: 4308.887207
	Iteration 15Q: 3 clusters Score -676755.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -676774.062500 Penalty: 4308.887207
	Iteration 16Q: 3 clusters Score -676774.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -676788.062500 Penalty: 4308.887207
	Iteration 17Q: 3 clusters Score -676788.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -676799.687500 Penalty: 4308.887207
	Iteration 18Q: 3 clusters Score -676799.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -676817.625000 Penalty: 4308.887207
	Iteration 19Q: 3 clusters Score -676817.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -676832.812500 Penalty: 4308.887207
	Iteration 20F: 3 clusters Score -676832.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -676849.437500 Penalty: 4308.887207
	Iteration 21Q: 3 clusters Score -676849.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -676858.750000 Penalty: 4308.887207
	Iteration 22Q: 3 clusters Score -676858.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -676871.437500 Penalty: 4308.887207
	Iteration 23Q: 3 clusters Score -676871.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -676882.000000 Penalty: 4308.887207
	Iteration 24Q: 3 clusters Score -676882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -676891.062500 Penalty: 4308.887207
	Iteration 25Q: 3 clusters Score -676891.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -676898.312500 Penalty: 4308.887207
	Iteration 26Q: 3 clusters Score -676898.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -676909.187500 Penalty: 4308.887207
	Iteration 27Q: 3 clusters Score -676909.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -676914.812500 Penalty: 4308.887207
	Iteration 28Q: 3 clusters Score -676914.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -676921.062500 Penalty: 4308.887207
	Iteration 29Q: 3 clusters Score -676921.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -676926.375000 Penalty: 4308.887207
	Iteration 30Q: 3 clusters Score -676926.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -676932.750000 Penalty: 4308.887207
	Iteration 31Q: 3 clusters Score -676932.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -676936.437500 Penalty: 4308.887207
	Iteration 32Q: 3 clusters Score -676936.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -676936.375000 Penalty: 4308.887207
	Iteration 33Q: 3 clusters Score -676936.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -676937.687500 Penalty: 4308.887207
	Iteration 34Q: 3 clusters Score -676937.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -676938.250000 Penalty: 4308.887207
	Iteration 35Q: 3 clusters Score -676938.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -676938.250000 Penalty: 4308.887207
	Iteration 36F: 3 clusters Score -676938.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -122396.421875 Penalty: 1718.034424
	Iteration 0F: 2 clusters Score -122396.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -120475.906250 Penalty: 3436.068848
	Iteration 0F: 3 clusters Score -120475.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -120831.664062 Penalty: 3436.068848
	Iteration 1F: 3 clusters Score -120831.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -121044.867188 Penalty: 3436.068848
	Iteration 2F: 3 clusters Score -121044.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -121246.468750 Penalty: 3436.068848
	Iteration 3F: 3 clusters Score -121246.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -121382.953125 Penalty: 3436.068848
	Iteration 4F: 3 clusters Score -121383 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -121491.625000 Penalty: 3436.068848
	Iteration 5Q: 3 clusters Score -121491.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -121567.937500 Penalty: 3436.068848
	Iteration 6Q: 3 clusters Score -121567.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -121620.054688 Penalty: 3436.068848
	Iteration 7Q: 3 clusters Score -121620.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -121671.273438 Penalty: 3436.068848
	Iteration 8Q: 3 clusters Score -121671.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -121707.398438 Penalty: 3436.068848
	Iteration 9Q: 3 clusters Score -121707.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -121723.320312 Penalty: 3436.068848
	Iteration 10Q: 3 clusters Score -121723.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -121730.609375 Penalty: 3436.068848
	Iteration 11Q: 3 clusters Score -121730.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -121732.484375 Penalty: 3436.068848
	Iteration 12Q: 3 clusters Score -121732.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -121732.484375 Penalty: 3436.068848
	Iteration 13F: 3 clusters Score -121732.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Entering Unmasked Estep 
Score: -2493100.000000 Penalty: 2444.827637
	Iteration 0F: 2 clusters Score -2493100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2479660.500000 Penalty: 4889.655273
	Iteration 0F: 3 clusters Score -2479660 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2484184.250000 Penalty: 4889.655273
	Iteration 1F: 3 clusters Score -2484184 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2484622.250000 Penalty: 4889.655273
	Iteration 2F: 3 clusters Score -2484622 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2485011.000000 Penalty: 4889.655273
	Iteration 3Q: 3 clusters Score -2485011 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2485368.000000 Penalty: 4889.655273
	Iteration 4Q: 3 clusters Score -2485368 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2485803.250000 Penalty: 4889.655273
	Iteration 5Q: 3 clusters Score -2485803 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2486349.750000 Penalty: 4889.655273
	Iteration 6F: 3 clusters Score -2486350 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2487068.750000 Penalty: 4889.655273
	Iteration 7F: 3 clusters Score -2487069 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2487870.500000 Penalty: 4889.655273
	Iteration 8F: 3 clusters Score -2487870 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2488829.250000 Penalty: 4889.655273
	Iteration 9F: 3 clusters Score -2488829 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2489901.750000 Penalty: 4889.655273
	Iteration 10F: 3 clusters Score -2489902 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2490863.500000 Penalty: 4889.655273
	Iteration 11Q: 3 clusters Score -2490864 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2491511.500000 Penalty: 4889.655273
	Iteration 12Q: 3 clusters Score -2491512 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2491820.000000 Penalty: 4889.655273
	Iteration 13Q: 3 clusters Score -2491820 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2491951.750000 Penalty: 4889.655273
	Iteration 14Q: 3 clusters Score -2491952 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2492031.250000 Penalty: 4889.655273
	Iteration 15Q: 3 clusters Score -2492031 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2492069.500000 Penalty: 4889.655273
	Iteration 16Q: 3 clusters Score -2492070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2492088.750000 Penalty: 4889.655273
	Iteration 17Q: 3 clusters Score -2492089 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2492106.500000 Penalty: 4889.655273
	Iteration 18Q: 3 clusters Score -2492106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2492116.750000 Penalty: 4889.655273
	Iteration 19Q: 3 clusters Score -2492117 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2492126.000000 Penalty: 4889.655273
	Iteration 20F: 3 clusters Score -2492126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2492135.750000 Penalty: 4889.655273
	Iteration 21Q: 3 clusters Score -2492136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2492138.250000 Penalty: 4889.655273
	Iteration 22Q: 3 clusters Score -2492138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2492144.000000 Penalty: 4889.655273
	Iteration 23Q: 3 clusters Score -2492144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2492141.500000 Penalty: 4889.655273
	Iteration 24Q: 3 clusters Score -2492142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2492144.500000 Penalty: 4889.655273
	Iteration 25Q: 3 clusters Score -2492144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2492146.000000 Penalty: 4889.655273
	Iteration 26Q: 3 clusters Score -2492146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2492145.250000 Penalty: 4889.655273
	Iteration 27Q: 3 clusters Score -2492145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2492143.750000 Penalty: 4889.655273
	Iteration 28Q: 3 clusters Score -2492144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2492143.000000 Penalty: 4889.655273
	Iteration 29Q: 3 clusters Score -2492143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2492141.000000 Penalty: 4889.655273
	Iteration 30Q: 3 clusters Score -2492141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2492141.000000 Penalty: 4889.655273
	Iteration 31F: 3 clusters Score -2492141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (144070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144070 members 
Entering Unmasked Estep 
Score: -18542532.000000 Penalty: 2945.757568
	Iteration 0F: 2 clusters Score -1.854253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71855 members 
Mstep: Class 2 contains 72215 members 
Entering Unmasked Estep 
Score: -18446592.000000 Penalty: 5891.515137
	Iteration 0F: 3 clusters Score -1.844659e+07 nChanged 68801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68626 members 
Mstep: Class 2 contains 75444 members 
Entering Unmasked Estep 
Score: -18486304.000000 Penalty: 5891.515137
	Iteration 1F: 3 clusters Score -1.84863e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66226 members 
Mstep: Class 2 contains 77844 members 
Entering Unmasked Estep 
Score: -18487562.000000 Penalty: 5891.515137
	Iteration 2Q: 3 clusters Score -1.848756e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62572 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -18489164.000000 Penalty: 5891.515137
	Iteration 3Q: 3 clusters Score -1.848916e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 86977 members 
Entering Unmasked Estep 
Score: -18491858.000000 Penalty: 5891.515137
	Iteration 4Q: 3 clusters Score -1.849186e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 94864 members 
Entering Unmasked Estep 
Score: -18496598.000000 Penalty: 5891.515137
	Iteration 5F: 3 clusters Score -1.84966e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 105464 members 
Entering Unmasked Estep 
Score: -18504380.000000 Penalty: 5891.515137
	Iteration 6F: 3 clusters Score -1.850438e+07 nChanged 12480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 117868 members 
Entering Unmasked Estep 
Score: -18515190.000000 Penalty: 5891.515137
	Iteration 7F: 3 clusters Score -1.851519e+07 nChanged 11521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 129339 members 
Entering Unmasked Estep 
Score: -18526200.000000 Penalty: 5891.515137
	Iteration 8F: 3 clusters Score -1.85262e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 137270 members 
Entering Unmasked Estep 
Score: -18533894.000000 Penalty: 5891.515137
	Iteration 9F: 3 clusters Score -1.853389e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 141318 members 
Entering Unmasked Estep 
Score: -18537552.000000 Penalty: 5891.515137
	Iteration 10Q: 3 clusters Score -1.853755e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 142912 members 
Entering Unmasked Estep 
Score: -18538972.000000 Penalty: 5891.515137
	Iteration 11Q: 3 clusters Score -1.853897e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 143465 members 
Entering Unmasked Estep 
Score: -18539524.000000 Penalty: 5891.515137
	Iteration 12Q: 3 clusters Score -1.853952e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 143654 members 
Entering Unmasked Estep 
Score: -18539732.000000 Penalty: 5891.515137
	Iteration 13Q: 3 clusters Score -1.853973e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 143731 members 
Entering Unmasked Estep 
Score: -18539798.000000 Penalty: 5891.515137
	Iteration 14Q: 3 clusters Score -1.85398e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 143768 members 
Entering Unmasked Estep 
Score: -18539838.000000 Penalty: 5891.515137
	Iteration 15Q: 3 clusters Score -1.853984e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 143789 members 
Entering Unmasked Estep 
Score: -18539886.000000 Penalty: 5891.515137
	Iteration 16Q: 3 clusters Score -1.853989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 143795 members 
Entering Unmasked Estep 
Score: -18539876.000000 Penalty: 5891.515137
	Iteration 17Q: 3 clusters Score -1.853988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 143800 members 
Entering Unmasked Estep 
Score: -18539898.000000 Penalty: 5891.515137
	Iteration 18Q: 3 clusters Score -1.85399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 143803 members 
Entering Unmasked Estep 
Score: -18539888.000000 Penalty: 5891.515137
	Iteration 19Q: 3 clusters Score -1.853989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 143805 members 
Entering Unmasked Estep 
Score: -18539892.000000 Penalty: 5891.515137
	Iteration 20F: 3 clusters Score -1.853989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 143807 members 
Entering Unmasked Estep 
Score: -18539910.000000 Penalty: 5891.515137
	Iteration 21Q: 3 clusters Score -1.853991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 143811 members 
Entering Unmasked Estep 
Score: -18539912.000000 Penalty: 5891.515137
	Iteration 22Q: 3 clusters Score -1.853991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 143815 members 
Entering Unmasked Estep 
Score: -18539910.000000 Penalty: 5891.515137
	Iteration 23Q: 3 clusters Score -1.853991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 143815 members 
Entering Unmasked Estep 
Score: -18539914.000000 Penalty: 5891.515137
	Iteration 24Q: 3 clusters Score -1.853991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 143816 members 
Entering Unmasked Estep 
Score: -18539918.000000 Penalty: 5891.515137
	Iteration 25Q: 3 clusters Score -1.853992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 143816 members 
Entering Unmasked Estep 
Score: -18539918.000000 Penalty: 5891.515137
	Iteration 26F: 3 clusters Score -1.853992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Entering Unmasked Estep 
Score: -2963573.750000 Penalty: 2504.861084
	Iteration 0F: 2 clusters Score -2963574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2946689.250000 Penalty: 5009.722168
	Iteration 0F: 3 clusters Score -2946689 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2952651.500000 Penalty: 5009.722168
	Iteration 1F: 3 clusters Score -2952652 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2953352.250000 Penalty: 5009.722168
	Iteration 2F: 3 clusters Score -2953352 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2954108.500000 Penalty: 5009.722168
	Iteration 3F: 3 clusters Score -2954108 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2954883.500000 Penalty: 5009.722168
	Iteration 4F: 3 clusters Score -2954884 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2955737.000000 Penalty: 5009.722168
	Iteration 5F: 3 clusters Score -2955737 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2956650.250000 Penalty: 5009.722168
	Iteration 6F: 3 clusters Score -2956650 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2957643.500000 Penalty: 5009.722168
	Iteration 7F: 3 clusters Score -2957644 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2958626.500000 Penalty: 5009.722168
	Iteration 8Q: 3 clusters Score -2958626 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2959406.500000 Penalty: 5009.722168
	Iteration 9Q: 3 clusters Score -2959406 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2959925.750000 Penalty: 5009.722168
	Iteration 10Q: 3 clusters Score -2959926 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2960309.750000 Penalty: 5009.722168
	Iteration 11Q: 3 clusters Score -2960310 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2960516.000000 Penalty: 5009.722168
	Iteration 12Q: 3 clusters Score -2960516 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2960722.750000 Penalty: 5009.722168
	Iteration 13Q: 3 clusters Score -2960723 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -2960872.750000 Penalty: 5009.722168
	Iteration 14Q: 3 clusters Score -2960873 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -2960986.750000 Penalty: 5009.722168
	Iteration 15Q: 3 clusters Score -2960987 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -2961059.750000 Penalty: 5009.722168
	Iteration 16Q: 3 clusters Score -2961060 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -2961122.750000 Penalty: 5009.722168
	Iteration 17Q: 3 clusters Score -2961123 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -2961179.250000 Penalty: 5009.722168
	Iteration 18Q: 3 clusters Score -2961179 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -2961224.000000 Penalty: 5009.722168
	Iteration 19Q: 3 clusters Score -2961224 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2961248.250000 Penalty: 5009.722168
	Iteration 20F: 3 clusters Score -2961248 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2961280.250000 Penalty: 5009.722168
	Iteration 21Q: 3 clusters Score -2961280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -2961304.500000 Penalty: 5009.722168
	Iteration 22Q: 3 clusters Score -2961304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2961326.500000 Penalty: 5009.722168
	Iteration 23Q: 3 clusters Score -2961326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -2961355.750000 Penalty: 5009.722168
	Iteration 24Q: 3 clusters Score -2961356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -2961375.250000 Penalty: 5009.722168
	Iteration 25Q: 3 clusters Score -2961375 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2961397.000000 Penalty: 5009.722168
	Iteration 26Q: 3 clusters Score -2961397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2961409.000000 Penalty: 5009.722168
	Iteration 27Q: 3 clusters Score -2961409 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2961435.250000 Penalty: 5009.722168
	Iteration 28Q: 3 clusters Score -2961435 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -2961454.500000 Penalty: 5009.722168
	Iteration 29Q: 3 clusters Score -2961454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -2961463.500000 Penalty: 5009.722168
	Iteration 30Q: 3 clusters Score -2961464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -2961481.250000 Penalty: 5009.722168
	Iteration 31Q: 3 clusters Score -2961481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -2961490.000000 Penalty: 5009.722168
	Iteration 32Q: 3 clusters Score -2961490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -2961507.500000 Penalty: 5009.722168
	Iteration 33Q: 3 clusters Score -2961508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -2961508.500000 Penalty: 5009.722168
	Iteration 34Q: 3 clusters Score -2961508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -2961513.250000 Penalty: 5009.722168
	Iteration 35Q: 3 clusters Score -2961513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -2961518.000000 Penalty: 5009.722168
	Iteration 36Q: 3 clusters Score -2961518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2961516.500000 Penalty: 5009.722168
	Iteration 37Q: 3 clusters Score -2961516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -2961524.250000 Penalty: 5009.722168
	Iteration 38Q: 3 clusters Score -2961524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -2961519.750000 Penalty: 5009.722168
	Iteration 39Q: 3 clusters Score -2961520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -2961520.250000 Penalty: 5009.722168
	Iteration 40F: 3 clusters Score -2961520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -2961524.500000 Penalty: 5009.722168
	Iteration 41Q: 3 clusters Score -2961524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -2961525.500000 Penalty: 5009.722168
	Iteration 42Q: 3 clusters Score -2961526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -2961523.000000 Penalty: 5009.722168
	Iteration 43Q: 3 clusters Score -2961523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -2961523.000000 Penalty: 5009.722168
	Iteration 44Q: 3 clusters Score -2961523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -2961523.000000 Penalty: 5009.722168
	Iteration 45F: 3 clusters Score -2961523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Entering Unmasked Estep 
Score: -483288.906250 Penalty: 2052.609131
	Iteration 0F: 2 clusters Score -483288.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -479473.625000 Penalty: 4105.218262
	Iteration 0F: 3 clusters Score -479473.6 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -480452.781250 Penalty: 4105.218262
	Iteration 1F: 3 clusters Score -480452.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -480735.750000 Penalty: 4105.218262
	Iteration 2F: 3 clusters Score -480735.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -480956.406250 Penalty: 4105.218262
	Iteration 3F: 3 clusters Score -480956.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -481155.031250 Penalty: 4105.218262
	Iteration 4F: 3 clusters Score -481155 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -481325.687500 Penalty: 4105.218262
	Iteration 5Q: 3 clusters Score -481325.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -481492.968750 Penalty: 4105.218262
	Iteration 6Q: 3 clusters Score -481493 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -481633.500000 Penalty: 4105.218262
	Iteration 7Q: 3 clusters Score -481633.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -481764.406250 Penalty: 4105.218262
	Iteration 8Q: 3 clusters Score -481764.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -481879.031250 Penalty: 4105.218262
	Iteration 9Q: 3 clusters Score -481879 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -481964.250000 Penalty: 4105.218262
	Iteration 10Q: 3 clusters Score -481964.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -482029.437500 Penalty: 4105.218262
	Iteration 11Q: 3 clusters Score -482029.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -482121.875000 Penalty: 4105.218262
	Iteration 12Q: 3 clusters Score -482121.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -482237.593750 Penalty: 4105.218262
	Iteration 13Q: 3 clusters Score -482237.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -482359.218750 Penalty: 4105.218262
	Iteration 14Q: 3 clusters Score -482359.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -482458.375000 Penalty: 4105.218262
	Iteration 15Q: 3 clusters Score -482458.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -482517.781250 Penalty: 4105.218262
	Iteration 16Q: 3 clusters Score -482517.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -482564.656250 Penalty: 4105.218262
	Iteration 17Q: 3 clusters Score -482564.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -482592.312500 Penalty: 4105.218262
	Iteration 18Q: 3 clusters Score -482592.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -482606.062500 Penalty: 4105.218262
	Iteration 19Q: 3 clusters Score -482606.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -482619.343750 Penalty: 4105.218262
	Iteration 20F: 3 clusters Score -482619.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -482626.750000 Penalty: 4105.218262
	Iteration 21Q: 3 clusters Score -482626.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -482632.687500 Penalty: 4105.218262
	Iteration 22Q: 3 clusters Score -482632.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -482637.000000 Penalty: 4105.218262
	Iteration 23Q: 3 clusters Score -482637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -482639.312500 Penalty: 4105.218262
	Iteration 24Q: 3 clusters Score -482639.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -482642.593750 Penalty: 4105.218262
	Iteration 25Q: 3 clusters Score -482642.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -482646.093750 Penalty: 4105.218262
	Iteration 26Q: 3 clusters Score -482646.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -482647.500000 Penalty: 4105.218262
	Iteration 27Q: 3 clusters Score -482647.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -482651.750000 Penalty: 4105.218262
	Iteration 28Q: 3 clusters Score -482651.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -482654.250000 Penalty: 4105.218262
	Iteration 29Q: 3 clusters Score -482654.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -482657.843750 Penalty: 4105.218262
	Iteration 30Q: 3 clusters Score -482657.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -482659.312500 Penalty: 4105.218262
	Iteration 31Q: 3 clusters Score -482659.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -482659.468750 Penalty: 4105.218262
	Iteration 32Q: 3 clusters Score -482659.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -482661.625000 Penalty: 4105.218262
	Iteration 33Q: 3 clusters Score -482661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -482661.625000 Penalty: 4105.218262
	Iteration 34F: 3 clusters Score -482661.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (179254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179254 members 
Entering Unmasked Estep 
Score: -22991198.000000 Penalty: 2999.946777
	Iteration 0F: 2 clusters Score -2.29912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 89518 members 
Entering Unmasked Estep 
Score: -22871530.000000 Penalty: 5999.893555
	Iteration 0F: 3 clusters Score -2.287153e+07 nChanged 85902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89848 members 
Mstep: Class 2 contains 89406 members 
Entering Unmasked Estep 
Score: -22922550.000000 Penalty: 5999.893555
	Iteration 1F: 3 clusters Score -2.292255e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 89960 members 
Entering Unmasked Estep 
Score: -22924248.000000 Penalty: 5999.893555
	Iteration 2Q: 3 clusters Score -2.292425e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 90886 members 
Entering Unmasked Estep 
Score: -22926144.000000 Penalty: 5999.893555
	Iteration 3Q: 3 clusters Score -2.292614e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86985 members 
Mstep: Class 2 contains 92269 members 
Entering Unmasked Estep 
Score: -22928224.000000 Penalty: 5999.893555
	Iteration 4Q: 3 clusters Score -2.292822e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85207 members 
Mstep: Class 2 contains 94047 members 
Entering Unmasked Estep 
Score: -22930590.000000 Penalty: 5999.893555
	Iteration 5Q: 3 clusters Score -2.293059e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 96236 members 
Entering Unmasked Estep 
Score: -22933176.000000 Penalty: 5999.893555
	Iteration 6Q: 3 clusters Score -2.293318e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80324 members 
Mstep: Class 2 contains 98930 members 
Entering Unmasked Estep 
Score: -22936112.000000 Penalty: 5999.893555
	Iteration 7Q: 3 clusters Score -2.293611e+07 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77044 members 
Mstep: Class 2 contains 102210 members 
Entering Unmasked Estep 
Score: -22939196.000000 Penalty: 5999.893555
	Iteration 8Q: 3 clusters Score -2.29392e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73307 members 
Mstep: Class 2 contains 105947 members 
Entering Unmasked Estep 
Score: -22942980.000000 Penalty: 5999.893555
	Iteration 9Q: 3 clusters Score -2.294298e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 109964 members 
Entering Unmasked Estep 
Score: -22947436.000000 Penalty: 5999.893555
	Iteration 10Q: 3 clusters Score -2.294744e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 113883 members 
Entering Unmasked Estep 
Score: -22952572.000000 Penalty: 5999.893555
	Iteration 11Q: 3 clusters Score -2.295257e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 117414 members 
Entering Unmasked Estep 
Score: -22957514.000000 Penalty: 5999.893555
	Iteration 12Q: 3 clusters Score -2.295751e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 120598 members 
Entering Unmasked Estep 
Score: -22960286.000000 Penalty: 5999.893555
	Iteration 13Q: 3 clusters Score -2.296029e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 123763 members 
Entering Unmasked Estep 
Score: -22961952.000000 Penalty: 5999.893555
	Iteration 14Q: 3 clusters Score -2.296195e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 127091 members 
Entering Unmasked Estep 
Score: -22962936.000000 Penalty: 5999.893555
	Iteration 15Q: 3 clusters Score -2.296294e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 130604 members 
Entering Unmasked Estep 
Score: -22964108.000000 Penalty: 5999.893555
	Iteration 16Q: 3 clusters Score -2.296411e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 134227 members 
Entering Unmasked Estep 
Score: -22965358.000000 Penalty: 5999.893555
	Iteration 17Q: 3 clusters Score -2.296536e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 137939 members 
Entering Unmasked Estep 
Score: -22966748.000000 Penalty: 5999.893555
	Iteration 18Q: 3 clusters Score -2.296675e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 141832 members 
Entering Unmasked Estep 
Score: -22968188.000000 Penalty: 5999.893555
	Iteration 19Q: 3 clusters Score -2.296819e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 145784 members 
Entering Unmasked Estep 
Score: -22969884.000000 Penalty: 5999.893555
	Iteration 20F: 3 clusters Score -2.296988e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 149727 members 
Entering Unmasked Estep 
Score: -22971830.000000 Penalty: 5999.893555
	Iteration 21Q: 3 clusters Score -2.297183e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 153626 members 
Entering Unmasked Estep 
Score: -22973698.000000 Penalty: 5999.893555
	Iteration 22Q: 3 clusters Score -2.29737e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 157483 members 
Entering Unmasked Estep 
Score: -22975650.000000 Penalty: 5999.893555
	Iteration 23Q: 3 clusters Score -2.297565e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 161174 members 
Entering Unmasked Estep 
Score: -22977714.000000 Penalty: 5999.893555
	Iteration 24Q: 3 clusters Score -2.297771e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 164555 members 
Entering Unmasked Estep 
Score: -22979724.000000 Penalty: 5999.893555
	Iteration 25Q: 3 clusters Score -2.297972e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 167597 members 
Entering Unmasked Estep 
Score: -22981756.000000 Penalty: 5999.893555
	Iteration 26Q: 3 clusters Score -2.298176e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 170260 members 
Entering Unmasked Estep 
Score: -22983608.000000 Penalty: 5999.893555
	Iteration 27Q: 3 clusters Score -2.298361e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 172483 members 
Entering Unmasked Estep 
Score: -22985214.000000 Penalty: 5999.893555
	Iteration 28Q: 3 clusters Score -2.298521e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 174219 members 
Entering Unmasked Estep 
Score: -22986680.000000 Penalty: 5999.893555
	Iteration 29Q: 3 clusters Score -2.298668e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 175425 members 
Entering Unmasked Estep 
Score: -22987736.000000 Penalty: 5999.893555
	Iteration 30Q: 3 clusters Score -2.298774e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 176260 members 
Entering Unmasked Estep 
Score: -22988514.000000 Penalty: 5999.893555
	Iteration 31Q: 3 clusters Score -2.298851e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 176788 members 
Entering Unmasked Estep 
Score: -22989010.000000 Penalty: 5999.893555
	Iteration 32Q: 3 clusters Score -2.298901e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 177109 members 
Entering Unmasked Estep 
Score: -22989262.000000 Penalty: 5999.893555
	Iteration 33Q: 3 clusters Score -2.298926e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 177297 members 
Entering Unmasked Estep 
Score: -22989376.000000 Penalty: 5999.893555
	Iteration 34Q: 3 clusters Score -2.298938e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 177408 members 
Entering Unmasked Estep 
Score: -22989482.000000 Penalty: 5999.893555
	Iteration 35Q: 3 clusters Score -2.298948e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 177486 members 
Entering Unmasked Estep 
Score: -22989516.000000 Penalty: 5999.893555
	Iteration 36Q: 3 clusters Score -2.298952e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 177536 members 
Entering Unmasked Estep 
Score: -22989530.000000 Penalty: 5999.893555
	Iteration 37Q: 3 clusters Score -2.298953e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 177568 members 
Entering Unmasked Estep 
Score: -22989556.000000 Penalty: 5999.893555
	Iteration 38Q: 3 clusters Score -2.298956e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 177603 members 
Entering Unmasked Estep 
Score: -22989586.000000 Penalty: 5999.893555
	Iteration 39Q: 3 clusters Score -2.298959e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 177631 members 
Entering Unmasked Estep 
Score: -22989586.000000 Penalty: 5999.893555
	Iteration 40F: 3 clusters Score -2.298959e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 177647 members 
Entering Unmasked Estep 
Score: -22989608.000000 Penalty: 5999.893555
	Iteration 41Q: 3 clusters Score -2.298961e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 177666 members 
Entering Unmasked Estep 
Score: -22989652.000000 Penalty: 5999.893555
	Iteration 42Q: 3 clusters Score -2.298965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 177678 members 
Entering Unmasked Estep 
Score: -22989670.000000 Penalty: 5999.893555
	Iteration 43Q: 3 clusters Score -2.298967e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 177690 members 
Entering Unmasked Estep 
Score: -22989662.000000 Penalty: 5999.893555
	Iteration 44Q: 3 clusters Score -2.298966e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 177700 members 
Entering Unmasked Estep 
Score: -22989672.000000 Penalty: 5999.893555
	Iteration 45Q: 3 clusters Score -2.298967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 177708 members 
Entering Unmasked Estep 
Score: -22989668.000000 Penalty: 5999.893555
	Iteration 46Q: 3 clusters Score -2.298967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 177715 members 
Entering Unmasked Estep 
Score: -22989670.000000 Penalty: 5999.893555
	Iteration 47Q: 3 clusters Score -2.298967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 177719 members 
Entering Unmasked Estep 
Score: -22989650.000000 Penalty: 5999.893555
	Iteration 48Q: 3 clusters Score -2.298965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 177720 members 
Entering Unmasked Estep 
Score: -22989658.000000 Penalty: 5999.893555
	Iteration 49Q: 3 clusters Score -2.298966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 177724 members 
Entering Unmasked Estep 
Score: -22989672.000000 Penalty: 5999.893555
	Iteration 50Q: 3 clusters Score -2.298967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 177729 members 
Entering Unmasked Estep 
Score: -22989682.000000 Penalty: 5999.893555
	Iteration 51Q: 3 clusters Score -2.298968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 177735 members 
Entering Unmasked Estep 
Score: -22989680.000000 Penalty: 5999.893555
	Iteration 52Q: 3 clusters Score -2.298968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 177737 members 
Entering Unmasked Estep 
Score: -22989680.000000 Penalty: 5999.893555
	Iteration 53Q: 3 clusters Score -2.298968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 177742 members 
Entering Unmasked Estep 
Score: -22989710.000000 Penalty: 5999.893555
	Iteration 54Q: 3 clusters Score -2.298971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 177743 members 
Entering Unmasked Estep 
Score: -22989682.000000 Penalty: 5999.893555
	Iteration 55Q: 3 clusters Score -2.298968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 177743 members 
Entering Unmasked Estep 
Score: -22989682.000000 Penalty: 5999.893555
	Iteration 56F: 3 clusters Score -2.298968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (51851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51851 members 
Entering Unmasked Estep 
Score: -6675114.000000 Penalty: 2692.320068
	Iteration 0F: 2 clusters Score -6675114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -6640372.500000 Penalty: 5384.640137
	Iteration 0F: 3 clusters Score -6640372 nChanged 23953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -6653462.000000 Penalty: 5384.640137
	Iteration 1F: 3 clusters Score -6653462 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -6654139.000000 Penalty: 5384.640137
	Iteration 2Q: 3 clusters Score -6654139 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -6654841.000000 Penalty: 5384.640137
	Iteration 3Q: 3 clusters Score -6654841 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -6655752.000000 Penalty: 5384.640137
	Iteration 4Q: 3 clusters Score -6655752 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -6656926.000000 Penalty: 5384.640137
	Iteration 5Q: 3 clusters Score -6656926 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -6658655.000000 Penalty: 5384.640137
	Iteration 6F: 3 clusters Score -6658655 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -6661097.500000 Penalty: 5384.640137
	Iteration 7F: 3 clusters Score -6661098 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -6663987.000000 Penalty: 5384.640137
	Iteration 8F: 3 clusters Score -6663987 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -6666938.500000 Penalty: 5384.640137
	Iteration 9F: 3 clusters Score -6666938 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -6669363.000000 Penalty: 5384.640137
	Iteration 10Q: 3 clusters Score -6669363 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -6671012.500000 Penalty: 5384.640137
	Iteration 11Q: 3 clusters Score -6671012 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -6672286.500000 Penalty: 5384.640137
	Iteration 12Q: 3 clusters Score -6672286 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -6673088.000000 Penalty: 5384.640137
	Iteration 13Q: 3 clusters Score -6673088 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -6673518.000000 Penalty: 5384.640137
	Iteration 14Q: 3 clusters Score -6673518 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -6673752.500000 Penalty: 5384.640137
	Iteration 15Q: 3 clusters Score -6673752 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -6673836.500000 Penalty: 5384.640137
	Iteration 16Q: 3 clusters Score -6673836 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -6673925.000000 Penalty: 5384.640137
	Iteration 17Q: 3 clusters Score -6673925 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -6673971.000000 Penalty: 5384.640137
	Iteration 18Q: 3 clusters Score -6673971 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -6673995.000000 Penalty: 5384.640137
	Iteration 19Q: 3 clusters Score -6673995 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -6674002.500000 Penalty: 5384.640137
	Iteration 20F: 3 clusters Score -6674002 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -6674017.000000 Penalty: 5384.640137
	Iteration 21Q: 3 clusters Score -6674017 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -6674052.500000 Penalty: 5384.640137
	Iteration 22Q: 3 clusters Score -6674052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -6674057.500000 Penalty: 5384.640137
	Iteration 23Q: 3 clusters Score -6674058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -6674052.000000 Penalty: 5384.640137
	Iteration 24Q: 3 clusters Score -6674052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -6674065.500000 Penalty: 5384.640137
	Iteration 25Q: 3 clusters Score -6674066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -6674075.000000 Penalty: 5384.640137
	Iteration 26Q: 3 clusters Score -6674075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -6674075.000000 Penalty: 5384.640137
	Iteration 27Q: 3 clusters Score -6674075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -6674086.000000 Penalty: 5384.640137
	Iteration 28Q: 3 clusters Score -6674086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -6674088.000000 Penalty: 5384.640137
	Iteration 29Q: 3 clusters Score -6674088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -6674098.000000 Penalty: 5384.640137
	Iteration 30Q: 3 clusters Score -6674098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -6674089.000000 Penalty: 5384.640137
	Iteration 31Q: 3 clusters Score -6674089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -6674086.500000 Penalty: 5384.640137
	Iteration 32Q: 3 clusters Score -6674086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -6674092.000000 Penalty: 5384.640137
	Iteration 33Q: 3 clusters Score -6674092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -6674091.000000 Penalty: 5384.640137
	Iteration 34Q: 3 clusters Score -6674091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -6674093.000000 Penalty: 5384.640137
	Iteration 35Q: 3 clusters Score -6674093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -6674093.000000 Penalty: 5384.640137
	Iteration 36F: 3 clusters Score -6674093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -12702.343750 Penalty: 1279.445679
	Iteration 0F: 2 clusters Score -12702.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11811.756836 Penalty: 2558.891357
	Iteration 0F: 3 clusters Score -11811.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12005.007812 Penalty: 2558.891357
	Iteration 1F: 3 clusters Score -12005.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12074.208008 Penalty: 2558.891357
	Iteration 2Q: 3 clusters Score -12074.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12109.270508 Penalty: 2558.891357
	Iteration 3Q: 3 clusters Score -12109.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12128.526367 Penalty: 2558.891357
	Iteration 4Q: 3 clusters Score -12128.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12213.367188 Penalty: 2558.891357
	Iteration 5Q: 3 clusters Score -12213.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12309.622070 Penalty: 2558.891357
	Iteration 6Q: 3 clusters Score -12309.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12323.899414 Penalty: 2558.891357
	Iteration 7Q: 3 clusters Score -12323.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12333.902344 Penalty: 2558.891357
	Iteration 8Q: 3 clusters Score -12333.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12336.172852 Penalty: 2558.891357
	Iteration 9Q: 3 clusters Score -12336.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12341.127930 Penalty: 2558.891357
	Iteration 10F: 3 clusters Score -12341.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12355.442383 Penalty: 2558.891357
	Iteration 11Q: 3 clusters Score -12355.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12355.442383 Penalty: 2558.891357
	Iteration 12F: 3 clusters Score -12355.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -79273.140625 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -79273.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77653.031250 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -77653.03 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77888.414062 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -77888.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77978.671875 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -77978.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -78030.906250 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -78030.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -78056.562500 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -78056.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -78085.875000 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -78085.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -78110.195312 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -78110.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -78128.328125 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -78128.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -78168.468750 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -78168.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -78183.296875 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -78183.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -78197.851562 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -78197.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -78212.070312 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -78212.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -78216.476562 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -78216.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -78218.351562 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -78218.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -78218.351562 Penalty: 3215.621338
	Iteration 14F: 3 clusters Score -78218.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -74935.828125 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -74935.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -73327.375000 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -73327.38 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73885.843750 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -73885.84 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -74355.289062 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -74355.29 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -74772.242188 Penalty: 3246.493408
	Iteration 3F: 3 clusters Score -74772.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -75153.500000 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -75153.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -75265.492188 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -75265.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -75331.992188 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -75331.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -75363.250000 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -75363.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75453.625000 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -75453.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75726.820312 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -75726.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75826.820312 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -75826.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75833.257812 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -75833.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75833.257812 Penalty: 3246.493408
	Iteration 12F: 3 clusters Score -75833.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 74529 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12966 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 21537 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167399 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57194 members 
Mstep: Class 15 contains 14938 members 
Mstep: Class 16 contains 97727 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19655 members 
Mstep: Class 19 contains 62141 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47831 members 
Mstep: Class 22 contains 26922 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5927 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19114 members 
Mstep: Class 29 contains 144070 members 
Mstep: Class 30 contains 24349 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179254 members 
Mstep: Class 33 contains 51851 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 402 members 
Mstep: Class 37 contains 7965 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3836 members 
Mstep: Class 42 contains 8847 members 
Mstep: Class 43 contains 253 members 
Mstep: Class 44 contains 252 members 
Mstep: Class 45 contains 294 members 
Entering Unmasked Estep 
Score: -150968704.000000 Penalty: 156338.828125
Splitting cluster 36 changes total score from -150969088.000000 to -150968704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (7965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Entering Unmasked Estep 
Score: -993693.625000 Penalty: 2227.737305
	Iteration 0F: 2 clusters Score -993693.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -987308.000000 Penalty: 4455.474609
	Iteration 0F: 3 clusters Score -987308 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -988988.687500 Penalty: 4455.474609
	Iteration 1F: 3 clusters Score -988988.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -989229.437500 Penalty: 4455.474609
	Iteration 2F: 3 clusters Score -989229.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -989396.250000 Penalty: 4455.474609
	Iteration 3Q: 3 clusters Score -989396.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -989539.937500 Penalty: 4455.474609
	Iteration 4Q: 3 clusters Score -989539.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -989653.562500 Penalty: 4455.474609
	Iteration 5Q: 3 clusters Score -989653.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -989757.500000 Penalty: 4455.474609
	Iteration 6Q: 3 clusters Score -989757.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -989844.312500 Penalty: 4455.474609
	Iteration 7Q: 3 clusters Score -989844.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -989911.062500 Penalty: 4455.474609
	Iteration 8Q: 3 clusters Score -989911.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -989967.812500 Penalty: 4455.474609
	Iteration 9Q: 3 clusters Score -989967.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -990011.750000 Penalty: 4455.474609
	Iteration 10Q: 3 clusters Score -990011.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -990052.750000 Penalty: 4455.474609
	Iteration 11Q: 3 clusters Score -990052.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -990092.187500 Penalty: 4455.474609
	Iteration 12Q: 3 clusters Score -990092.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -990125.437500 Penalty: 4455.474609
	Iteration 13Q: 3 clusters Score -990125.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -990164.187500 Penalty: 4455.474609
	Iteration 14Q: 3 clusters Score -990164.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -990203.562500 Penalty: 4455.474609
	Iteration 15Q: 3 clusters Score -990203.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -990243.312500 Penalty: 4455.474609
	Iteration 16Q: 3 clusters Score -990243.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -990303.312500 Penalty: 4455.474609
	Iteration 17Q: 3 clusters Score -990303.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -990370.687500 Penalty: 4455.474609
	Iteration 18Q: 3 clusters Score -990370.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -990437.812500 Penalty: 4455.474609
	Iteration 19Q: 3 clusters Score -990437.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -990526.562500 Penalty: 4455.474609
	Iteration 20F: 3 clusters Score -990526.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -990617.750000 Penalty: 4455.474609
	Iteration 21Q: 3 clusters Score -990617.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -990715.937500 Penalty: 4455.474609
	Iteration 22Q: 3 clusters Score -990715.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -990832.625000 Penalty: 4455.474609
	Iteration 23Q: 3 clusters Score -990832.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -990942.937500 Penalty: 4455.474609
	Iteration 24Q: 3 clusters Score -990942.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -991056.687500 Penalty: 4455.474609
	Iteration 25Q: 3 clusters Score -991056.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -991170.062500 Penalty: 4455.474609
	Iteration 26Q: 3 clusters Score -991170.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -991260.500000 Penalty: 4455.474609
	Iteration 27Q: 3 clusters Score -991260.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -991329.500000 Penalty: 4455.474609
	Iteration 28Q: 3 clusters Score -991329.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -991398.875000 Penalty: 4455.474609
	Iteration 29Q: 3 clusters Score -991398.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -991447.187500 Penalty: 4455.474609
	Iteration 30Q: 3 clusters Score -991447.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -991492.437500 Penalty: 4455.474609
	Iteration 31Q: 3 clusters Score -991492.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -991523.437500 Penalty: 4455.474609
	Iteration 32Q: 3 clusters Score -991523.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -991543.625000 Penalty: 4455.474609
	Iteration 33Q: 3 clusters Score -991543.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -991560.500000 Penalty: 4455.474609
	Iteration 34Q: 3 clusters Score -991560.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -991576.875000 Penalty: 4455.474609
	Iteration 35Q: 3 clusters Score -991576.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -991585.812500 Penalty: 4455.474609
	Iteration 36Q: 3 clusters Score -991585.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -991600.250000 Penalty: 4455.474609
	Iteration 37Q: 3 clusters Score -991600.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -991610.250000 Penalty: 4455.474609
	Iteration 38Q: 3 clusters Score -991610.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -991617.875000 Penalty: 4455.474609
	Iteration 39Q: 3 clusters Score -991617.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -991625.312500 Penalty: 4455.474609
	Iteration 40F: 3 clusters Score -991625.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -991636.562500 Penalty: 4455.474609
	Iteration 41Q: 3 clusters Score -991636.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -991648.437500 Penalty: 4455.474609
	Iteration 42Q: 3 clusters Score -991648.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -991663.250000 Penalty: 4455.474609
	Iteration 43Q: 3 clusters Score -991663.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -991675.937500 Penalty: 4455.474609
	Iteration 44Q: 3 clusters Score -991675.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -991692.000000 Penalty: 4455.474609
	Iteration 45Q: 3 clusters Score -991692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -991710.062500 Penalty: 4455.474609
	Iteration 46Q: 3 clusters Score -991710.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -991720.937500 Penalty: 4455.474609
	Iteration 47Q: 3 clusters Score -991720.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -991731.687500 Penalty: 4455.474609
	Iteration 48Q: 3 clusters Score -991731.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -991740.750000 Penalty: 4455.474609
	Iteration 49Q: 3 clusters Score -991740.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -991750.562500 Penalty: 4455.474609
	Iteration 50Q: 3 clusters Score -991750.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -991760.125000 Penalty: 4455.474609
	Iteration 51Q: 3 clusters Score -991760.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -991768.375000 Penalty: 4455.474609
	Iteration 52Q: 3 clusters Score -991768.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -991776.750000 Penalty: 4455.474609
	Iteration 53Q: 3 clusters Score -991776.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -991785.875000 Penalty: 4455.474609
	Iteration 54Q: 3 clusters Score -991785.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -991790.812500 Penalty: 4455.474609
	Iteration 55Q: 3 clusters Score -991790.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -991793.125000 Penalty: 4455.474609
	Iteration 56Q: 3 clusters Score -991793.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -991794.437500 Penalty: 4455.474609
	Iteration 57Q: 3 clusters Score -991794.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -991793.812500 Penalty: 4455.474609
	Iteration 58Q: 3 clusters Score -991793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -991795.500000 Penalty: 4455.474609
	Iteration 59Q: 3 clusters Score -991795.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -991798.250000 Penalty: 4455.474609
	Iteration 60F: 3 clusters Score -991798.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -991798.062500 Penalty: 4455.474609
	Iteration 61Q: 3 clusters Score -991798.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -991798.375000 Penalty: 4455.474609
	Iteration 62Q: 3 clusters Score -991798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -991799.000000 Penalty: 4455.474609
	Iteration 63Q: 3 clusters Score -991799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -991800.312500 Penalty: 4455.474609
	Iteration 64Q: 3 clusters Score -991800.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -991801.500000 Penalty: 4455.474609
	Iteration 65Q: 3 clusters Score -991801.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -991802.000000 Penalty: 4455.474609
	Iteration 66Q: 3 clusters Score -991802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -991802.250000 Penalty: 4455.474609
	Iteration 67Q: 3 clusters Score -991802.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -991803.250000 Penalty: 4455.474609
	Iteration 68Q: 3 clusters Score -991803.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -991804.937500 Penalty: 4455.474609
	Iteration 69Q: 3 clusters Score -991804.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -991806.312500 Penalty: 4455.474609
	Iteration 70Q: 3 clusters Score -991806.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -991807.250000 Penalty: 4455.474609
	Iteration 71Q: 3 clusters Score -991807.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -991806.375000 Penalty: 4455.474609
	Iteration 72Q: 3 clusters Score -991806.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -991806.937500 Penalty: 4455.474609
	Iteration 73Q: 3 clusters Score -991806.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -991806.250000 Penalty: 4455.474609
	Iteration 74Q: 3 clusters Score -991806.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -991808.125000 Penalty: 4455.474609
	Iteration 75Q: 3 clusters Score -991808.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -991808.187500 Penalty: 4455.474609
	Iteration 76Q: 3 clusters Score -991808.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -991811.937500 Penalty: 4455.474609
	Iteration 77Q: 3 clusters Score -991811.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -991812.062500 Penalty: 4455.474609
	Iteration 78Q: 3 clusters Score -991812.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -991815.312500 Penalty: 4455.474609
	Iteration 79Q: 3 clusters Score -991815.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -991816.875000 Penalty: 4455.474609
	Iteration 80F: 3 clusters Score -991816.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -991815.187500 Penalty: 4455.474609
	Iteration 81Q: 3 clusters Score -991815.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -991815.625000 Penalty: 4455.474609
	Iteration 82Q: 3 clusters Score -991815.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -991816.875000 Penalty: 4455.474609
	Iteration 83Q: 3 clusters Score -991816.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -991817.000000 Penalty: 4455.474609
	Iteration 84Q: 3 clusters Score -991817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -991818.250000 Penalty: 4455.474609
	Iteration 85Q: 3 clusters Score -991818.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -991818.000000 Penalty: 4455.474609
	Iteration 86Q: 3 clusters Score -991818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -991820.312500 Penalty: 4455.474609
	Iteration 87Q: 3 clusters Score -991820.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -991821.687500 Penalty: 4455.474609
	Iteration 88Q: 3 clusters Score -991821.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -991822.437500 Penalty: 4455.474609
	Iteration 89Q: 3 clusters Score -991822.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -991820.812500 Penalty: 4455.474609
	Iteration 90Q: 3 clusters Score -991820.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -991825.187500 Penalty: 4455.474609
	Iteration 91Q: 3 clusters Score -991825.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -991826.250000 Penalty: 4455.474609
	Iteration 92Q: 3 clusters Score -991826.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -991828.062500 Penalty: 4455.474609
	Iteration 93Q: 3 clusters Score -991828.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -991827.812500 Penalty: 4455.474609
	Iteration 94Q: 3 clusters Score -991827.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -991829.312500 Penalty: 4455.474609
	Iteration 95Q: 3 clusters Score -991829.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -991831.687500 Penalty: 4455.474609
	Iteration 96Q: 3 clusters Score -991831.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -991833.875000 Penalty: 4455.474609
	Iteration 97Q: 3 clusters Score -991833.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -991835.000000 Penalty: 4455.474609
	Iteration 98Q: 3 clusters Score -991835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -991836.187500 Penalty: 4455.474609
	Iteration 99Q: 3 clusters Score -991836.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -991835.375000 Penalty: 4455.474609
	Iteration 100F: 3 clusters Score -991835.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -991837.125000 Penalty: 4455.474609
	Iteration 101Q: 3 clusters Score -991837.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -991837.000000 Penalty: 4455.474609
	Iteration 102Q: 3 clusters Score -991837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -991837.437500 Penalty: 4455.474609
	Iteration 103Q: 3 clusters Score -991837.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -991839.562500 Penalty: 4455.474609
	Iteration 104Q: 3 clusters Score -991839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -991838.375000 Penalty: 4455.474609
	Iteration 105Q: 3 clusters Score -991838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -991837.875000 Penalty: 4455.474609
	Iteration 106Q: 3 clusters Score -991837.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -991837.875000 Penalty: 4455.474609
	Iteration 107F: 3 clusters Score -991837.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Entering Unmasked Estep 
Score: -2317907.500000 Penalty: 2429.079834
	Iteration 0F: 2 clusters Score -2317908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2305116.000000 Penalty: 4858.159668
	Iteration 0F: 3 clusters Score -2305116 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2309511.250000 Penalty: 4858.159668
	Iteration 1F: 3 clusters Score -2309511 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2310231.000000 Penalty: 4858.159668
	Iteration 2F: 3 clusters Score -2310231 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2311229.000000 Penalty: 4858.159668
	Iteration 3F: 3 clusters Score -2311229 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2312554.000000 Penalty: 4858.159668
	Iteration 4F: 3 clusters Score -2312554 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2313865.250000 Penalty: 4858.159668
	Iteration 5F: 3 clusters Score -2313865 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2314770.000000 Penalty: 4858.159668
	Iteration 6F: 3 clusters Score -2314770 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2315305.250000 Penalty: 4858.159668
	Iteration 7F: 3 clusters Score -2315305 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2315660.000000 Penalty: 4858.159668
	Iteration 8Q: 3 clusters Score -2315660 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2315859.750000 Penalty: 4858.159668
	Iteration 9Q: 3 clusters Score -2315860 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2316023.000000 Penalty: 4858.159668
	Iteration 10Q: 3 clusters Score -2316023 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2316174.750000 Penalty: 4858.159668
	Iteration 11Q: 3 clusters Score -2316175 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2316318.000000 Penalty: 4858.159668
	Iteration 12Q: 3 clusters Score -2316318 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2316446.500000 Penalty: 4858.159668
	Iteration 13Q: 3 clusters Score -2316446 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2316571.750000 Penalty: 4858.159668
	Iteration 14Q: 3 clusters Score -2316572 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2316667.750000 Penalty: 4858.159668
	Iteration 15Q: 3 clusters Score -2316668 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2316755.500000 Penalty: 4858.159668
	Iteration 16Q: 3 clusters Score -2316756 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2316827.750000 Penalty: 4858.159668
	Iteration 17Q: 3 clusters Score -2316828 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2316886.250000 Penalty: 4858.159668
	Iteration 18Q: 3 clusters Score -2316886 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2316925.250000 Penalty: 4858.159668
	Iteration 19Q: 3 clusters Score -2316925 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2316969.750000 Penalty: 4858.159668
	Iteration 20F: 3 clusters Score -2316970 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2317002.750000 Penalty: 4858.159668
	Iteration 21Q: 3 clusters Score -2317003 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2317043.750000 Penalty: 4858.159668
	Iteration 22Q: 3 clusters Score -2317044 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2317078.250000 Penalty: 4858.159668
	Iteration 23Q: 3 clusters Score -2317078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2317097.250000 Penalty: 4858.159668
	Iteration 24Q: 3 clusters Score -2317097 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2317112.500000 Penalty: 4858.159668
	Iteration 25Q: 3 clusters Score -2317112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2317127.000000 Penalty: 4858.159668
	Iteration 26Q: 3 clusters Score -2317127 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2317139.000000 Penalty: 4858.159668
	Iteration 27Q: 3 clusters Score -2317139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2317152.500000 Penalty: 4858.159668
	Iteration 28Q: 3 clusters Score -2317152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2317157.250000 Penalty: 4858.159668
	Iteration 29Q: 3 clusters Score -2317157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2317163.250000 Penalty: 4858.159668
	Iteration 30Q: 3 clusters Score -2317163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2317165.250000 Penalty: 4858.159668
	Iteration 31Q: 3 clusters Score -2317165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2317171.750000 Penalty: 4858.159668
	Iteration 32Q: 3 clusters Score -2317172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2317178.250000 Penalty: 4858.159668
	Iteration 33Q: 3 clusters Score -2317178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2317177.000000 Penalty: 4858.159668
	Iteration 34Q: 3 clusters Score -2317177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2317185.750000 Penalty: 4858.159668
	Iteration 35Q: 3 clusters Score -2317186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2317182.750000 Penalty: 4858.159668
	Iteration 36Q: 3 clusters Score -2317183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2317185.250000 Penalty: 4858.159668
	Iteration 37Q: 3 clusters Score -2317185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2317186.750000 Penalty: 4858.159668
	Iteration 38Q: 3 clusters Score -2317187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2317185.250000 Penalty: 4858.159668
	Iteration 39Q: 3 clusters Score -2317185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2317186.500000 Penalty: 4858.159668
	Iteration 40F: 3 clusters Score -2317186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2317185.500000 Penalty: 4858.159668
	Iteration 41Q: 3 clusters Score -2317186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2317186.000000 Penalty: 4858.159668
	Iteration 42Q: 3 clusters Score -2317186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2317186.000000 Penalty: 4858.159668
	Iteration 43Q: 3 clusters Score -2317186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2317189.250000 Penalty: 4858.159668
	Iteration 44Q: 3 clusters Score -2317189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2317192.500000 Penalty: 4858.159668
	Iteration 45Q: 3 clusters Score -2317192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2317189.750000 Penalty: 4858.159668
	Iteration 46Q: 3 clusters Score -2317190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2317190.750000 Penalty: 4858.159668
	Iteration 47Q: 3 clusters Score -2317191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2317191.750000 Penalty: 4858.159668
	Iteration 48Q: 3 clusters Score -2317192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2317193.000000 Penalty: 4858.159668
	Iteration 49Q: 3 clusters Score -2317193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2317193.000000 Penalty: 4858.159668
	Iteration 50F: 3 clusters Score -2317193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Entering Unmasked Estep 
Score: -598675.375000 Penalty: 2099.647705
	Iteration 0F: 2 clusters Score -598675.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -594288.937500 Penalty: 4199.295410
	Iteration 0F: 3 clusters Score -594288.9 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -595336.875000 Penalty: 4199.295410
	Iteration 1F: 3 clusters Score -595336.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -595606.500000 Penalty: 4199.295410
	Iteration 2F: 3 clusters Score -595606.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -595811.562500 Penalty: 4199.295410
	Iteration 3F: 3 clusters Score -595811.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -595980.562500 Penalty: 4199.295410
	Iteration 4Q: 3 clusters Score -595980.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -596126.812500 Penalty: 4199.295410
	Iteration 5Q: 3 clusters Score -596126.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -596264.312500 Penalty: 4199.295410
	Iteration 6Q: 3 clusters Score -596264.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -596369.437500 Penalty: 4199.295410
	Iteration 7Q: 3 clusters Score -596369.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -596454.437500 Penalty: 4199.295410
	Iteration 8Q: 3 clusters Score -596454.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -596546.500000 Penalty: 4199.295410
	Iteration 9Q: 3 clusters Score -596546.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -596647.500000 Penalty: 4199.295410
	Iteration 10Q: 3 clusters Score -596647.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -596734.062500 Penalty: 4199.295410
	Iteration 11Q: 3 clusters Score -596734.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -596820.687500 Penalty: 4199.295410
	Iteration 12Q: 3 clusters Score -596820.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -596884.375000 Penalty: 4199.295410
	Iteration 13Q: 3 clusters Score -596884.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -596926.562500 Penalty: 4199.295410
	Iteration 14Q: 3 clusters Score -596926.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -596961.187500 Penalty: 4199.295410
	Iteration 15Q: 3 clusters Score -596961.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -596992.875000 Penalty: 4199.295410
	Iteration 16Q: 3 clusters Score -596992.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -597023.125000 Penalty: 4199.295410
	Iteration 17Q: 3 clusters Score -597023.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -597055.750000 Penalty: 4199.295410
	Iteration 18Q: 3 clusters Score -597055.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -597082.375000 Penalty: 4199.295410
	Iteration 19Q: 3 clusters Score -597082.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -597106.437500 Penalty: 4199.295410
	Iteration 20F: 3 clusters Score -597106.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -597124.250000 Penalty: 4199.295410
	Iteration 21Q: 3 clusters Score -597124.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -597147.750000 Penalty: 4199.295410
	Iteration 22Q: 3 clusters Score -597147.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -597165.687500 Penalty: 4199.295410
	Iteration 23Q: 3 clusters Score -597165.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -597176.750000 Penalty: 4199.295410
	Iteration 24Q: 3 clusters Score -597176.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -597186.312500 Penalty: 4199.295410
	Iteration 25Q: 3 clusters Score -597186.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -597193.875000 Penalty: 4199.295410
	Iteration 26Q: 3 clusters Score -597193.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -597198.312500 Penalty: 4199.295410
	Iteration 27Q: 3 clusters Score -597198.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -597198.062500 Penalty: 4199.295410
	Iteration 28Q: 3 clusters Score -597198.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -597199.125000 Penalty: 4199.295410
	Iteration 29Q: 3 clusters Score -597199.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -597201.187500 Penalty: 4199.295410
	Iteration 30Q: 3 clusters Score -597201.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -597202.500000 Penalty: 4199.295410
	Iteration 31Q: 3 clusters Score -597202.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -597201.687500 Penalty: 4199.295410
	Iteration 32Q: 3 clusters Score -597201.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -597202.312500 Penalty: 4199.295410
	Iteration 33Q: 3 clusters Score -597202.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -597202.500000 Penalty: 4199.295410
	Iteration 34Q: 3 clusters Score -597202.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -597204.000000 Penalty: 4199.295410
	Iteration 35Q: 3 clusters Score -597204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -597204.625000 Penalty: 4199.295410
	Iteration 36Q: 3 clusters Score -597204.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -597206.562500 Penalty: 4199.295410
	Iteration 37Q: 3 clusters Score -597206.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -597208.875000 Penalty: 4199.295410
	Iteration 38Q: 3 clusters Score -597208.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -597210.375000 Penalty: 4199.295410
	Iteration 39Q: 3 clusters Score -597210.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -597212.000000 Penalty: 4199.295410
	Iteration 40F: 3 clusters Score -597212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -597213.562500 Penalty: 4199.295410
	Iteration 41Q: 3 clusters Score -597213.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -597213.562500 Penalty: 4199.295410
	Iteration 42F: 3 clusters Score -597213.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (24228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Entering Unmasked Estep 
Score: -2944866.500000 Penalty: 2503.625488
	Iteration 0F: 2 clusters Score -2944866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2928109.250000 Penalty: 5007.250977
	Iteration 0F: 3 clusters Score -2928109 nChanged 10709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2933969.750000 Penalty: 5007.250977
	Iteration 1F: 3 clusters Score -2933970 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2934678.750000 Penalty: 5007.250977
	Iteration 2F: 3 clusters Score -2934679 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2935514.500000 Penalty: 5007.250977
	Iteration 3F: 3 clusters Score -2935514 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2936441.250000 Penalty: 5007.250977
	Iteration 4F: 3 clusters Score -2936441 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2937471.250000 Penalty: 5007.250977
	Iteration 5F: 3 clusters Score -2937471 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2938513.000000 Penalty: 5007.250977
	Iteration 6F: 3 clusters Score -2938513 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2939564.250000 Penalty: 5007.250977
	Iteration 7F: 3 clusters Score -2939564 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2940682.000000 Penalty: 5007.250977
	Iteration 8F: 3 clusters Score -2940682 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2941728.750000 Penalty: 5007.250977
	Iteration 9F: 3 clusters Score -2941729 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2942513.000000 Penalty: 5007.250977
	Iteration 10Q: 3 clusters Score -2942513 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2943039.250000 Penalty: 5007.250977
	Iteration 11Q: 3 clusters Score -2943039 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2943395.250000 Penalty: 5007.250977
	Iteration 12Q: 3 clusters Score -2943395 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2943594.250000 Penalty: 5007.250977
	Iteration 13Q: 3 clusters Score -2943594 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2943706.000000 Penalty: 5007.250977
	Iteration 14Q: 3 clusters Score -2943706 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2943791.250000 Penalty: 5007.250977
	Iteration 15Q: 3 clusters Score -2943791 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2943849.500000 Penalty: 5007.250977
	Iteration 16Q: 3 clusters Score -2943850 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2943912.250000 Penalty: 5007.250977
	Iteration 17Q: 3 clusters Score -2943912 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2943940.250000 Penalty: 5007.250977
	Iteration 18Q: 3 clusters Score -2943940 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2943959.000000 Penalty: 5007.250977
	Iteration 19Q: 3 clusters Score -2943959 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2943982.750000 Penalty: 5007.250977
	Iteration 20F: 3 clusters Score -2943983 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2943999.000000 Penalty: 5007.250977
	Iteration 21Q: 3 clusters Score -2943999 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2944022.250000 Penalty: 5007.250977
	Iteration 22Q: 3 clusters Score -2944022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2944038.000000 Penalty: 5007.250977
	Iteration 23Q: 3 clusters Score -2944038 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2944045.250000 Penalty: 5007.250977
	Iteration 24Q: 3 clusters Score -2944045 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2944061.750000 Penalty: 5007.250977
	Iteration 25Q: 3 clusters Score -2944062 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2944068.250000 Penalty: 5007.250977
	Iteration 26Q: 3 clusters Score -2944068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2944082.750000 Penalty: 5007.250977
	Iteration 27Q: 3 clusters Score -2944083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2944081.250000 Penalty: 5007.250977
	Iteration 28Q: 3 clusters Score -2944081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2944081.750000 Penalty: 5007.250977
	Iteration 29Q: 3 clusters Score -2944082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2944090.000000 Penalty: 5007.250977
	Iteration 30Q: 3 clusters Score -2944090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2944096.250000 Penalty: 5007.250977
	Iteration 31Q: 3 clusters Score -2944096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2944098.000000 Penalty: 5007.250977
	Iteration 32Q: 3 clusters Score -2944098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2944095.500000 Penalty: 5007.250977
	Iteration 33Q: 3 clusters Score -2944096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2944093.000000 Penalty: 5007.250977
	Iteration 34Q: 3 clusters Score -2944093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2944098.000000 Penalty: 5007.250977
	Iteration 35Q: 3 clusters Score -2944098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2944098.750000 Penalty: 5007.250977
	Iteration 36Q: 3 clusters Score -2944099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2944095.500000 Penalty: 5007.250977
	Iteration 37Q: 3 clusters Score -2944096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2944095.000000 Penalty: 5007.250977
	Iteration 38Q: 3 clusters Score -2944095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2944099.000000 Penalty: 5007.250977
	Iteration 39Q: 3 clusters Score -2944099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2944094.750000 Penalty: 5007.250977
	Iteration 40F: 3 clusters Score -2944095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2944090.250000 Penalty: 5007.250977
	Iteration 41Q: 3 clusters Score -2944090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2944092.000000 Penalty: 5007.250977
	Iteration 42Q: 3 clusters Score -2944092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2944091.000000 Penalty: 5007.250977
	Iteration 43Q: 3 clusters Score -2944091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2944094.000000 Penalty: 5007.250977
	Iteration 44Q: 3 clusters Score -2944094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2944091.250000 Penalty: 5007.250977
	Iteration 45Q: 3 clusters Score -2944091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2944097.000000 Penalty: 5007.250977
	Iteration 46Q: 3 clusters Score -2944097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2944093.000000 Penalty: 5007.250977
	Iteration 47Q: 3 clusters Score -2944093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2944093.750000 Penalty: 5007.250977
	Iteration 48Q: 3 clusters Score -2944094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2944094.500000 Penalty: 5007.250977
	Iteration 49Q: 3 clusters Score -2944094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2944099.750000 Penalty: 5007.250977
	Iteration 50Q: 3 clusters Score -2944100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2944099.000000 Penalty: 5007.250977
	Iteration 51Q: 3 clusters Score -2944099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2944107.750000 Penalty: 5007.250977
	Iteration 52Q: 3 clusters Score -2944108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2944116.500000 Penalty: 5007.250977
	Iteration 53Q: 3 clusters Score -2944116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2944115.500000 Penalty: 5007.250977
	Iteration 54Q: 3 clusters Score -2944116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2944120.250000 Penalty: 5007.250977
	Iteration 55Q: 3 clusters Score -2944120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2944118.250000 Penalty: 5007.250977
	Iteration 56Q: 3 clusters Score -2944118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2944119.000000 Penalty: 5007.250977
	Iteration 57Q: 3 clusters Score -2944119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2944119.750000 Penalty: 5007.250977
	Iteration 58Q: 3 clusters Score -2944120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2944117.250000 Penalty: 5007.250977
	Iteration 59Q: 3 clusters Score -2944117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2944116.000000 Penalty: 5007.250977
	Iteration 60F: 3 clusters Score -2944116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2944124.750000 Penalty: 5007.250977
	Iteration 61Q: 3 clusters Score -2944125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2944128.000000 Penalty: 5007.250977
	Iteration 62Q: 3 clusters Score -2944128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2944127.250000 Penalty: 5007.250977
	Iteration 63Q: 3 clusters Score -2944127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2944127.750000 Penalty: 5007.250977
	Iteration 64Q: 3 clusters Score -2944128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2944129.250000 Penalty: 5007.250977
	Iteration 65Q: 3 clusters Score -2944129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2944128.500000 Penalty: 5007.250977
	Iteration 66Q: 3 clusters Score -2944128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2944131.500000 Penalty: 5007.250977
	Iteration 67Q: 3 clusters Score -2944132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2944135.250000 Penalty: 5007.250977
	Iteration 68Q: 3 clusters Score -2944135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2944134.500000 Penalty: 5007.250977
	Iteration 69Q: 3 clusters Score -2944134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2944134.250000 Penalty: 5007.250977
	Iteration 70Q: 3 clusters Score -2944134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2944137.500000 Penalty: 5007.250977
	Iteration 71Q: 3 clusters Score -2944138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2944140.750000 Penalty: 5007.250977
	Iteration 72Q: 3 clusters Score -2944141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2944139.750000 Penalty: 5007.250977
	Iteration 73Q: 3 clusters Score -2944140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2944144.250000 Penalty: 5007.250977
	Iteration 74Q: 3 clusters Score -2944144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2944144.500000 Penalty: 5007.250977
	Iteration 75Q: 3 clusters Score -2944144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2944145.750000 Penalty: 5007.250977
	Iteration 76Q: 3 clusters Score -2944146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2944154.750000 Penalty: 5007.250977
	Iteration 77Q: 3 clusters Score -2944155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2944156.750000 Penalty: 5007.250977
	Iteration 78Q: 3 clusters Score -2944157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2944154.500000 Penalty: 5007.250977
	Iteration 79Q: 3 clusters Score -2944154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2944155.750000 Penalty: 5007.250977
	Iteration 80F: 3 clusters Score -2944156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2944155.500000 Penalty: 5007.250977
	Iteration 81Q: 3 clusters Score -2944156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2944157.500000 Penalty: 5007.250977
	Iteration 82Q: 3 clusters Score -2944158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2944162.250000 Penalty: 5007.250977
	Iteration 83Q: 3 clusters Score -2944162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2944163.500000 Penalty: 5007.250977
	Iteration 84Q: 3 clusters Score -2944164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2944167.000000 Penalty: 5007.250977
	Iteration 85Q: 3 clusters Score -2944167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2944164.500000 Penalty: 5007.250977
	Iteration 86Q: 3 clusters Score -2944164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2944161.250000 Penalty: 5007.250977
	Iteration 87Q: 3 clusters Score -2944161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2944164.250000 Penalty: 5007.250977
	Iteration 88Q: 3 clusters Score -2944164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2944164.250000 Penalty: 5007.250977
	Iteration 89Q: 3 clusters Score -2944164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2944163.500000 Penalty: 5007.250977
	Iteration 90Q: 3 clusters Score -2944164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2944162.000000 Penalty: 5007.250977
	Iteration 91Q: 3 clusters Score -2944162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2944162.500000 Penalty: 5007.250977
	Iteration 92Q: 3 clusters Score -2944162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2944165.250000 Penalty: 5007.250977
	Iteration 93Q: 3 clusters Score -2944165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2944163.250000 Penalty: 5007.250977
	Iteration 94Q: 3 clusters Score -2944163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2944159.250000 Penalty: 5007.250977
	Iteration 95Q: 3 clusters Score -2944159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2944159.000000 Penalty: 5007.250977
	Iteration 96Q: 3 clusters Score -2944159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2944161.750000 Penalty: 5007.250977
	Iteration 97Q: 3 clusters Score -2944162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2944163.500000 Penalty: 5007.250977
	Iteration 98Q: 3 clusters Score -2944164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2944166.500000 Penalty: 5007.250977
	Iteration 99Q: 3 clusters Score -2944166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2944166.500000 Penalty: 5007.250977
	Iteration 100F: 3 clusters Score -2944166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Entering Unmasked Estep 
Score: -441880.437500 Penalty: 2046.542114
	Iteration 0F: 2 clusters Score -441880.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -438160.031250 Penalty: 4093.084229
	Iteration 0F: 3 clusters Score -438160 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -439254.375000 Penalty: 4093.084229
	Iteration 1F: 3 clusters Score -439254.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -439635.656250 Penalty: 4093.084229
	Iteration 2F: 3 clusters Score -439635.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -439979.500000 Penalty: 4093.084229
	Iteration 3F: 3 clusters Score -439979.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -440299.625000 Penalty: 4093.084229
	Iteration 4F: 3 clusters Score -440299.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -440560.687500 Penalty: 4093.084229
	Iteration 5F: 3 clusters Score -440560.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -440750.937500 Penalty: 4093.084229
	Iteration 6Q: 3 clusters Score -440750.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -440884.062500 Penalty: 4093.084229
	Iteration 7Q: 3 clusters Score -440884.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -441002.812500 Penalty: 4093.084229
	Iteration 8Q: 3 clusters Score -441002.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -441075.281250 Penalty: 4093.084229
	Iteration 9Q: 3 clusters Score -441075.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -441104.218750 Penalty: 4093.084229
	Iteration 10Q: 3 clusters Score -441104.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -441131.281250 Penalty: 4093.084229
	Iteration 11Q: 3 clusters Score -441131.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -441146.437500 Penalty: 4093.084229
	Iteration 12Q: 3 clusters Score -441146.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -441158.218750 Penalty: 4093.084229
	Iteration 13Q: 3 clusters Score -441158.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -441164.687500 Penalty: 4093.084229
	Iteration 14Q: 3 clusters Score -441164.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -441167.281250 Penalty: 4093.084229
	Iteration 15Q: 3 clusters Score -441167.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -441170.031250 Penalty: 4093.084229
	Iteration 16Q: 3 clusters Score -441170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -441171.593750 Penalty: 4093.084229
	Iteration 17Q: 3 clusters Score -441171.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -441174.125000 Penalty: 4093.084229
	Iteration 18Q: 3 clusters Score -441174.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -441174.531250 Penalty: 4093.084229
	Iteration 19Q: 3 clusters Score -441174.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -441178.031250 Penalty: 4093.084229
	Iteration 20F: 3 clusters Score -441178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -441179.812500 Penalty: 4093.084229
	Iteration 21Q: 3 clusters Score -441179.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -441182.031250 Penalty: 4093.084229
	Iteration 22Q: 3 clusters Score -441182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -441183.906250 Penalty: 4093.084229
	Iteration 23Q: 3 clusters Score -441183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -441183.812500 Penalty: 4093.084229
	Iteration 24Q: 3 clusters Score -441183.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -441183.812500 Penalty: 4093.084229
	Iteration 25F: 3 clusters Score -441183.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Entering Unmasked Estep 
Score: -1146613.125000 Penalty: 2253.782715
	Iteration 0F: 2 clusters Score -1146613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1139748.625000 Penalty: 4507.565430
	Iteration 0F: 3 clusters Score -1139749 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1141578.125000 Penalty: 4507.565430
	Iteration 1F: 3 clusters Score -1141578 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1141880.000000 Penalty: 4507.565430
	Iteration 2F: 3 clusters Score -1141880 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1142106.750000 Penalty: 4507.565430
	Iteration 3F: 3 clusters Score -1142107 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1142297.375000 Penalty: 4507.565430
	Iteration 4Q: 3 clusters Score -1142297 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1142487.250000 Penalty: 4507.565430
	Iteration 5Q: 3 clusters Score -1142487 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1142677.375000 Penalty: 4507.565430
	Iteration 6Q: 3 clusters Score -1142677 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1142859.875000 Penalty: 4507.565430
	Iteration 7Q: 3 clusters Score -1142860 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1143024.625000 Penalty: 4507.565430
	Iteration 8Q: 3 clusters Score -1143025 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1143184.875000 Penalty: 4507.565430
	Iteration 9Q: 3 clusters Score -1143185 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1143313.375000 Penalty: 4507.565430
	Iteration 10Q: 3 clusters Score -1143313 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1143410.250000 Penalty: 4507.565430
	Iteration 11Q: 3 clusters Score -1143410 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1143488.125000 Penalty: 4507.565430
	Iteration 12Q: 3 clusters Score -1143488 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1143542.875000 Penalty: 4507.565430
	Iteration 13Q: 3 clusters Score -1143543 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1143581.625000 Penalty: 4507.565430
	Iteration 14Q: 3 clusters Score -1143582 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1143605.250000 Penalty: 4507.565430
	Iteration 15Q: 3 clusters Score -1143605 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1143621.625000 Penalty: 4507.565430
	Iteration 16Q: 3 clusters Score -1143622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1143632.375000 Penalty: 4507.565430
	Iteration 17Q: 3 clusters Score -1143632 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1143641.375000 Penalty: 4507.565430
	Iteration 18Q: 3 clusters Score -1143641 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1143658.500000 Penalty: 4507.565430
	Iteration 19Q: 3 clusters Score -1143658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1143667.750000 Penalty: 4507.565430
	Iteration 20F: 3 clusters Score -1143668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1143674.500000 Penalty: 4507.565430
	Iteration 21Q: 3 clusters Score -1143674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1143682.375000 Penalty: 4507.565430
	Iteration 22Q: 3 clusters Score -1143682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1143689.750000 Penalty: 4507.565430
	Iteration 23Q: 3 clusters Score -1143690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1143698.625000 Penalty: 4507.565430
	Iteration 24Q: 3 clusters Score -1143699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1143704.625000 Penalty: 4507.565430
	Iteration 25Q: 3 clusters Score -1143705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1143709.250000 Penalty: 4507.565430
	Iteration 26Q: 3 clusters Score -1143709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1143722.750000 Penalty: 4507.565430
	Iteration 27Q: 3 clusters Score -1143723 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1143735.625000 Penalty: 4507.565430
	Iteration 28Q: 3 clusters Score -1143736 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1143751.125000 Penalty: 4507.565430
	Iteration 29Q: 3 clusters Score -1143751 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1143766.250000 Penalty: 4507.565430
	Iteration 30Q: 3 clusters Score -1143766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1143776.000000 Penalty: 4507.565430
	Iteration 31Q: 3 clusters Score -1143776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1143791.750000 Penalty: 4507.565430
	Iteration 32Q: 3 clusters Score -1143792 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1143803.500000 Penalty: 4507.565430
	Iteration 33Q: 3 clusters Score -1143804 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1143818.000000 Penalty: 4507.565430
	Iteration 34Q: 3 clusters Score -1143818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1143835.375000 Penalty: 4507.565430
	Iteration 35Q: 3 clusters Score -1143835 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1143842.750000 Penalty: 4507.565430
	Iteration 36Q: 3 clusters Score -1143843 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1143854.500000 Penalty: 4507.565430
	Iteration 37Q: 3 clusters Score -1143854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1143867.500000 Penalty: 4507.565430
	Iteration 38Q: 3 clusters Score -1143868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1143876.250000 Penalty: 4507.565430
	Iteration 39Q: 3 clusters Score -1143876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1143888.000000 Penalty: 4507.565430
	Iteration 40F: 3 clusters Score -1143888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1143904.250000 Penalty: 4507.565430
	Iteration 41Q: 3 clusters Score -1143904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1143916.125000 Penalty: 4507.565430
	Iteration 42Q: 3 clusters Score -1143916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1143927.250000 Penalty: 4507.565430
	Iteration 43Q: 3 clusters Score -1143927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1143937.125000 Penalty: 4507.565430
	Iteration 44Q: 3 clusters Score -1143937 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1143948.375000 Penalty: 4507.565430
	Iteration 45Q: 3 clusters Score -1143948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1143960.250000 Penalty: 4507.565430
	Iteration 46Q: 3 clusters Score -1143960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1143977.875000 Penalty: 4507.565430
	Iteration 47Q: 3 clusters Score -1143978 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1143990.750000 Penalty: 4507.565430
	Iteration 48Q: 3 clusters Score -1143991 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1144006.250000 Penalty: 4507.565430
	Iteration 49Q: 3 clusters Score -1144006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1144018.750000 Penalty: 4507.565430
	Iteration 50Q: 3 clusters Score -1144019 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1144036.000000 Penalty: 4507.565430
	Iteration 51Q: 3 clusters Score -1144036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1144050.500000 Penalty: 4507.565430
	Iteration 52Q: 3 clusters Score -1144050 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1144067.000000 Penalty: 4507.565430
	Iteration 53Q: 3 clusters Score -1144067 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1144092.500000 Penalty: 4507.565430
	Iteration 54Q: 3 clusters Score -1144092 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1144120.125000 Penalty: 4507.565430
	Iteration 55Q: 3 clusters Score -1144120 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1144142.625000 Penalty: 4507.565430
	Iteration 56Q: 3 clusters Score -1144143 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1144166.625000 Penalty: 4507.565430
	Iteration 57Q: 3 clusters Score -1144167 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1144203.250000 Penalty: 4507.565430
	Iteration 58Q: 3 clusters Score -1144203 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1144236.375000 Penalty: 4507.565430
	Iteration 59Q: 3 clusters Score -1144236 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1144263.125000 Penalty: 4507.565430
	Iteration 60F: 3 clusters Score -1144263 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1144286.875000 Penalty: 4507.565430
	Iteration 61Q: 3 clusters Score -1144287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1144310.625000 Penalty: 4507.565430
	Iteration 62Q: 3 clusters Score -1144311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1144338.125000 Penalty: 4507.565430
	Iteration 63Q: 3 clusters Score -1144338 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1144369.750000 Penalty: 4507.565430
	Iteration 64Q: 3 clusters Score -1144370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1144401.375000 Penalty: 4507.565430
	Iteration 65Q: 3 clusters Score -1144401 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1144434.000000 Penalty: 4507.565430
	Iteration 66Q: 3 clusters Score -1144434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1144460.500000 Penalty: 4507.565430
	Iteration 67Q: 3 clusters Score -1144460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1144489.250000 Penalty: 4507.565430
	Iteration 68Q: 3 clusters Score -1144489 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1144519.000000 Penalty: 4507.565430
	Iteration 69Q: 3 clusters Score -1144519 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1144546.250000 Penalty: 4507.565430
	Iteration 70Q: 3 clusters Score -1144546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1144574.500000 Penalty: 4507.565430
	Iteration 71Q: 3 clusters Score -1144574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1144597.625000 Penalty: 4507.565430
	Iteration 72Q: 3 clusters Score -1144598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1144612.250000 Penalty: 4507.565430
	Iteration 73Q: 3 clusters Score -1144612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1144626.750000 Penalty: 4507.565430
	Iteration 74Q: 3 clusters Score -1144627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1144634.625000 Penalty: 4507.565430
	Iteration 75Q: 3 clusters Score -1144635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1144653.125000 Penalty: 4507.565430
	Iteration 76Q: 3 clusters Score -1144653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1144668.125000 Penalty: 4507.565430
	Iteration 77Q: 3 clusters Score -1144668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1144683.750000 Penalty: 4507.565430
	Iteration 78Q: 3 clusters Score -1144684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1144698.250000 Penalty: 4507.565430
	Iteration 79Q: 3 clusters Score -1144698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1144706.625000 Penalty: 4507.565430
	Iteration 80F: 3 clusters Score -1144707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1144715.625000 Penalty: 4507.565430
	Iteration 81Q: 3 clusters Score -1144716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1144719.875000 Penalty: 4507.565430
	Iteration 82Q: 3 clusters Score -1144720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1144726.500000 Penalty: 4507.565430
	Iteration 83Q: 3 clusters Score -1144726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1144734.125000 Penalty: 4507.565430
	Iteration 84Q: 3 clusters Score -1144734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1144736.625000 Penalty: 4507.565430
	Iteration 85Q: 3 clusters Score -1144737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1144736.875000 Penalty: 4507.565430
	Iteration 86Q: 3 clusters Score -1144737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1144740.500000 Penalty: 4507.565430
	Iteration 87Q: 3 clusters Score -1144740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1144745.375000 Penalty: 4507.565430
	Iteration 88Q: 3 clusters Score -1144745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1144747.500000 Penalty: 4507.565430
	Iteration 89Q: 3 clusters Score -1144748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1144752.750000 Penalty: 4507.565430
	Iteration 90Q: 3 clusters Score -1144753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1144757.250000 Penalty: 4507.565430
	Iteration 91Q: 3 clusters Score -1144757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1144759.625000 Penalty: 4507.565430
	Iteration 92Q: 3 clusters Score -1144760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1144764.250000 Penalty: 4507.565430
	Iteration 93Q: 3 clusters Score -1144764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1144770.875000 Penalty: 4507.565430
	Iteration 94Q: 3 clusters Score -1144771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1144773.375000 Penalty: 4507.565430
	Iteration 95Q: 3 clusters Score -1144773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1144775.625000 Penalty: 4507.565430
	Iteration 96Q: 3 clusters Score -1144776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1144776.125000 Penalty: 4507.565430
	Iteration 97Q: 3 clusters Score -1144776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1144779.125000 Penalty: 4507.565430
	Iteration 98Q: 3 clusters Score -1144779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1144779.125000 Penalty: 4507.565430
	Iteration 99F: 3 clusters Score -1144779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -21539.773438 Penalty: 1372.280640
	Iteration 0F: 2 clusters Score -21539.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20406.708984 Penalty: 2744.561279
	Iteration 0F: 3 clusters Score -20406.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20622.810547 Penalty: 2744.561279
	Iteration 1F: 3 clusters Score -20622.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20693.816406 Penalty: 2744.561279
	Iteration 2Q: 3 clusters Score -20693.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20747.263672 Penalty: 2744.561279
	Iteration 3Q: 3 clusters Score -20747.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20779.511719 Penalty: 2744.561279
	Iteration 4Q: 3 clusters Score -20779.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20814.492188 Penalty: 2744.561279
	Iteration 5Q: 3 clusters Score -20814.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20834.750000 Penalty: 2744.561279
	Iteration 6Q: 3 clusters Score -20834.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20866.035156 Penalty: 2744.561279
	Iteration 7Q: 3 clusters Score -20866.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20875.107422 Penalty: 2744.561279
	Iteration 8Q: 3 clusters Score -20875.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20889.449219 Penalty: 2744.561279
	Iteration 9Q: 3 clusters Score -20889.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20901.732422 Penalty: 2744.561279
	Iteration 10Q: 3 clusters Score -20901.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20906.693359 Penalty: 2744.561279
	Iteration 11Q: 3 clusters Score -20906.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20910.710938 Penalty: 2744.561279
	Iteration 12Q: 3 clusters Score -20910.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20910.710938 Penalty: 2744.561279
	Iteration 13F: 3 clusters Score -20910.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 74529 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12966 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 21537 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167399 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57194 members 
Mstep: Class 15 contains 14938 members 
Mstep: Class 16 contains 97727 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19655 members 
Mstep: Class 19 contains 62141 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47831 members 
Mstep: Class 22 contains 26922 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5927 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19114 members 
Mstep: Class 29 contains 144070 members 
Mstep: Class 30 contains 24349 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179254 members 
Mstep: Class 33 contains 51851 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7965 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3836 members 
Mstep: Class 42 contains 8847 members 
Mstep: Class 43 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150969728.000000 Penalty: 152864.640625
Iteration 199Q: 45 clusters Score -1.509697e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 74530 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12969 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 21536 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167402 members 
Mstep: Class 12 contains 19354 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57196 members 
Mstep: Class 15 contains 14938 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19655 members 
Mstep: Class 19 contains 62145 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47830 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5928 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19113 members 
Mstep: Class 29 contains 144061 members 
Mstep: Class 30 contains 24346 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179254 members 
Mstep: Class 33 contains 51853 members 
Mstep: Class 34 contains 168 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3836 members 
Mstep: Class 42 contains 8847 members 
Mstep: Class 43 contains 252 members 
Mstep: Class 44 contains 252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150969888.000000 Penalty: 152864.640625
Iteration 200F: 45 clusters Score -1.509699e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74530 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12972 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 21538 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167404 members 
Mstep: Class 12 contains 19354 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57197 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19661 members 
Mstep: Class 19 contains 62150 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47829 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5928 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19113 members 
Mstep: Class 29 contains 144046 members 
Mstep: Class 30 contains 24341 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179253 members 
Mstep: Class 33 contains 51857 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 673 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3836 members 
Mstep: Class 42 contains 8847 members 
Mstep: Class 43 contains 252 members 
Mstep: Class 44 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150970096.000000 Penalty: 152864.640625
Iteration 201Q: 45 clusters Score -1.509701e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74528 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12971 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 21541 members 
Mstep: Class 8 contains 8204 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167405 members 
Mstep: Class 12 contains 19353 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57198 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 19667 members 
Mstep: Class 19 contains 62155 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47829 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5928 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19113 members 
Mstep: Class 29 contains 144031 members 
Mstep: Class 30 contains 24338 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179255 members 
Mstep: Class 33 contains 51858 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 622 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3836 members 
Mstep: Class 42 contains 8847 members 
Mstep: Class 43 contains 251 members 
Mstep: Class 44 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150970336.000000 Penalty: 152864.640625
Iteration 202Q: 45 clusters Score -1.509703e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74527 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12973 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 21541 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167404 members 
Mstep: Class 12 contains 19352 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57203 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 865 members 
Mstep: Class 18 contains 19672 members 
Mstep: Class 19 contains 62161 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47827 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5928 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19113 members 
Mstep: Class 29 contains 144020 members 
Mstep: Class 30 contains 24338 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179253 members 
Mstep: Class 33 contains 51859 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 580 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3836 members 
Mstep: Class 42 contains 8847 members 
Mstep: Class 43 contains 250 members 
Mstep: Class 44 contains 371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150970560.000000 Penalty: 152864.640625
Iteration 203Q: 45 clusters Score -1.509706e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74526 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12975 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 3991 members 
Mstep: Class 7 contains 21541 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167407 members 
Mstep: Class 12 contains 19354 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57209 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 865 members 
Mstep: Class 18 contains 19681 members 
Mstep: Class 19 contains 62171 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47821 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5928 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19113 members 
Mstep: Class 29 contains 144001 members 
Mstep: Class 30 contains 24332 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179249 members 
Mstep: Class 33 contains 51859 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 559 members 
Mstep: Class 37 contains 7965 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3836 members 
Mstep: Class 42 contains 8847 members 
Mstep: Class 43 contains 249 members 
Mstep: Class 44 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150970864.000000 Penalty: 152864.640625
Iteration 204Q: 45 clusters Score -1.509709e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74526 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12974 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 21540 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167405 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57220 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 865 members 
Mstep: Class 18 contains 19689 members 
Mstep: Class 19 contains 62178 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47821 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10753 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5929 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19112 members 
Mstep: Class 29 contains 143981 members 
Mstep: Class 30 contains 24324 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179250 members 
Mstep: Class 33 contains 51860 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 553 members 
Mstep: Class 37 contains 7965 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3836 members 
Mstep: Class 42 contains 8847 members 
Mstep: Class 43 contains 247 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971264.000000 Penalty: 152864.640625
Iteration 205Q: 45 clusters Score -1.509713e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74527 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12980 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 21541 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167407 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57214 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 19699 members 
Mstep: Class 19 contains 62180 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47816 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10753 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5931 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19109 members 
Mstep: Class 29 contains 143976 members 
Mstep: Class 30 contains 24319 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179250 members 
Mstep: Class 33 contains 51859 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 557 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3836 members 
Mstep: Class 42 contains 8847 members 
Mstep: Class 43 contains 245 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971392.000000 Penalty: 152864.640625
Iteration 206Q: 45 clusters Score -1.509714e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74527 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12982 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 21543 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12756 members 
Mstep: Class 11 contains 167413 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57215 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 862 members 
Mstep: Class 18 contains 19706 members 
Mstep: Class 19 contains 62179 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47815 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5931 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19108 members 
Mstep: Class 29 contains 143965 members 
Mstep: Class 30 contains 24311 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179251 members 
Mstep: Class 33 contains 51860 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 559 members 
Mstep: Class 37 contains 7970 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4753 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3837 members 
Mstep: Class 42 contains 8847 members 
Mstep: Class 43 contains 244 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971296.000000 Penalty: 152864.640625
Iteration 207Q: 45 clusters Score -1.509713e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74527 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12985 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 21542 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12753 members 
Mstep: Class 11 contains 167418 members 
Mstep: Class 12 contains 19356 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 57215 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19714 members 
Mstep: Class 19 contains 62179 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47814 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5930 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19109 members 
Mstep: Class 29 contains 143957 members 
Mstep: Class 30 contains 24306 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179248 members 
Mstep: Class 33 contains 51860 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 7973 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4754 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3839 members 
Mstep: Class 42 contains 8847 members 
Mstep: Class 43 contains 244 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971344.000000 Penalty: 152864.640625
Iteration 208Q: 45 clusters Score -1.509713e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74528 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12987 members 
Mstep: Class 5 contains 14394 members 
Mstep: Class 6 contains 3997 members 
Mstep: Class 7 contains 21542 members 
Mstep: Class 8 contains 8204 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12753 members 
Mstep: Class 11 contains 167419 members 
Mstep: Class 12 contains 19356 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 57219 members 
Mstep: Class 15 contains 14941 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19721 members 
Mstep: Class 19 contains 62174 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47812 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10744 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5930 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19109 members 
Mstep: Class 29 contains 143950 members 
Mstep: Class 30 contains 24298 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179247 members 
Mstep: Class 33 contains 51858 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 7979 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3839 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 244 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971408.000000 Penalty: 152864.640625
Iteration 209Q: 45 clusters Score -1.509714e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74526 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12988 members 
Mstep: Class 5 contains 14394 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 21541 members 
Mstep: Class 8 contains 8205 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12752 members 
Mstep: Class 11 contains 167417 members 
Mstep: Class 12 contains 19356 members 
Mstep: Class 13 contains 5036 members 
Mstep: Class 14 contains 57221 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19723 members 
Mstep: Class 19 contains 62178 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47812 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10743 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5929 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19108 members 
Mstep: Class 29 contains 143946 members 
Mstep: Class 30 contains 24297 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179246 members 
Mstep: Class 33 contains 51860 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 7981 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3839 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 244 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971392.000000 Penalty: 152864.640625
Iteration 210Q: 45 clusters Score -1.509714e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74526 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12990 members 
Mstep: Class 5 contains 14394 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 21542 members 
Mstep: Class 8 contains 8205 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 12751 members 
Mstep: Class 11 contains 167418 members 
Mstep: Class 12 contains 19357 members 
Mstep: Class 13 contains 5036 members 
Mstep: Class 14 contains 57223 members 
Mstep: Class 15 contains 14941 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19725 members 
Mstep: Class 19 contains 62182 members 
Mstep: Class 20 contains 14361 members 
Mstep: Class 21 contains 47812 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10743 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5929 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19107 members 
Mstep: Class 29 contains 143939 members 
Mstep: Class 30 contains 24294 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179244 members 
Mstep: Class 33 contains 51861 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 7981 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3839 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 244 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971296.000000 Penalty: 152864.640625
Iteration 211Q: 45 clusters Score -1.509713e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74525 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 12994 members 
Mstep: Class 5 contains 14394 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 21544 members 
Mstep: Class 8 contains 8205 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12750 members 
Mstep: Class 11 contains 167419 members 
Mstep: Class 12 contains 19357 members 
Mstep: Class 13 contains 5036 members 
Mstep: Class 14 contains 57217 members 
Mstep: Class 15 contains 14942 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19725 members 
Mstep: Class 19 contains 62186 members 
Mstep: Class 20 contains 14360 members 
Mstep: Class 21 contains 47811 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5929 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19107 members 
Mstep: Class 29 contains 143936 members 
Mstep: Class 30 contains 24296 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179245 members 
Mstep: Class 33 contains 51861 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 7981 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3839 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 244 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971376.000000 Penalty: 152864.640625
Iteration 212Q: 45 clusters Score -1.509714e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74523 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13000 members 
Mstep: Class 5 contains 14394 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 21548 members 
Mstep: Class 8 contains 8205 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167421 members 
Mstep: Class 12 contains 19357 members 
Mstep: Class 13 contains 5036 members 
Mstep: Class 14 contains 57210 members 
Mstep: Class 15 contains 14942 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 62187 members 
Mstep: Class 20 contains 14360 members 
Mstep: Class 21 contains 47813 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5929 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19107 members 
Mstep: Class 29 contains 143932 members 
Mstep: Class 30 contains 24295 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179244 members 
Mstep: Class 33 contains 51860 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 7981 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3839 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 244 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971344.000000 Penalty: 152864.640625
Iteration 213Q: 45 clusters Score -1.509713e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74522 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13007 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 21548 members 
Mstep: Class 8 contains 8204 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167423 members 
Mstep: Class 12 contains 19357 members 
Mstep: Class 13 contains 5036 members 
Mstep: Class 14 contains 57208 members 
Mstep: Class 15 contains 14943 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19728 members 
Mstep: Class 19 contains 62187 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47812 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5930 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19107 members 
Mstep: Class 29 contains 143928 members 
Mstep: Class 30 contains 24293 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179241 members 
Mstep: Class 33 contains 51860 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 7982 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3839 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 244 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971424.000000 Penalty: 152864.640625
Iteration 214Q: 45 clusters Score -1.509714e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74521 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13013 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 21549 members 
Mstep: Class 8 contains 8204 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 167424 members 
Mstep: Class 12 contains 19357 members 
Mstep: Class 13 contains 5036 members 
Mstep: Class 14 contains 57201 members 
Mstep: Class 15 contains 14944 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19729 members 
Mstep: Class 19 contains 62186 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47813 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10743 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5931 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19107 members 
Mstep: Class 29 contains 143925 members 
Mstep: Class 30 contains 24295 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179241 members 
Mstep: Class 33 contains 51860 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 7982 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3839 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 244 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971408.000000 Penalty: 152864.640625
Iteration 215Q: 45 clusters Score -1.509714e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74520 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13021 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 21550 members 
Mstep: Class 8 contains 8204 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 167424 members 
Mstep: Class 12 contains 19356 members 
Mstep: Class 13 contains 5036 members 
Mstep: Class 14 contains 57194 members 
Mstep: Class 15 contains 14944 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19728 members 
Mstep: Class 19 contains 62187 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47809 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10743 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5931 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19107 members 
Mstep: Class 29 contains 143926 members 
Mstep: Class 30 contains 24294 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179242 members 
Mstep: Class 33 contains 51861 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 7984 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3839 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 244 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971376.000000 Penalty: 152864.640625
Iteration 216Q: 45 clusters Score -1.509714e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74520 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13032 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 21550 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 167426 members 
Mstep: Class 12 contains 19357 members 
Mstep: Class 13 contains 5036 members 
Mstep: Class 14 contains 57188 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19725 members 
Mstep: Class 19 contains 62186 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47804 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10743 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5931 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19107 members 
Mstep: Class 29 contains 143924 members 
Mstep: Class 30 contains 24293 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179242 members 
Mstep: Class 33 contains 51863 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 7986 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3839 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 244 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971440.000000 Penalty: 152864.640625
Iteration 217Q: 45 clusters Score -1.509714e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74520 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13045 members 
Mstep: Class 5 contains 14390 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 21549 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 167429 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5036 members 
Mstep: Class 14 contains 57182 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 62183 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47797 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10743 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5931 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19104 members 
Mstep: Class 29 contains 143923 members 
Mstep: Class 30 contains 24289 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179243 members 
Mstep: Class 33 contains 51866 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 7986 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3839 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 244 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971440.000000 Penalty: 152864.640625
Iteration 218Q: 45 clusters Score -1.509714e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74519 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 14390 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 21548 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 167429 members 
Mstep: Class 12 contains 19358 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57175 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19727 members 
Mstep: Class 19 contains 62185 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47790 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10743 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5932 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19102 members 
Mstep: Class 29 contains 143927 members 
Mstep: Class 30 contains 24288 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179244 members 
Mstep: Class 33 contains 51870 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 7987 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3839 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 244 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971424.000000 Penalty: 152864.640625
Iteration 219Q: 45 clusters Score -1.509714e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74520 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13055 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 21549 members 
Mstep: Class 8 contains 8204 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 167435 members 
Mstep: Class 12 contains 19357 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57171 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19726 members 
Mstep: Class 19 contains 62184 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47785 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10743 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5932 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19102 members 
Mstep: Class 29 contains 143924 members 
Mstep: Class 30 contains 24288 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179242 members 
Mstep: Class 33 contains 51875 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 7987 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3839 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 244 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971344.000000 Penalty: 152864.640625
Iteration 220F: 45 clusters Score -1.509713e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74521 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13053 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21550 members 
Mstep: Class 8 contains 8209 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 167440 members 
Mstep: Class 12 contains 19357 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57170 members 
Mstep: Class 15 contains 14944 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19724 members 
Mstep: Class 19 contains 62182 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47780 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10743 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5934 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19101 members 
Mstep: Class 29 contains 143925 members 
Mstep: Class 30 contains 24284 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179241 members 
Mstep: Class 33 contains 51878 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 564 members 
Mstep: Class 37 contains 7987 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3838 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 240 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971376.000000 Penalty: 152864.640625
Iteration 221Q: 45 clusters Score -1.509714e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74521 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13059 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21550 members 
Mstep: Class 8 contains 8208 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 167443 members 
Mstep: Class 12 contains 19356 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57162 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19723 members 
Mstep: Class 19 contains 62181 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47779 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5935 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19101 members 
Mstep: Class 29 contains 143926 members 
Mstep: Class 30 contains 24283 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179241 members 
Mstep: Class 33 contains 51880 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 565 members 
Mstep: Class 37 contains 7987 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3838 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 239 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971376.000000 Penalty: 152864.640625
Iteration 222Q: 45 clusters Score -1.509714e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74521 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 21551 members 
Mstep: Class 8 contains 8207 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 167442 members 
Mstep: Class 12 contains 19356 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57157 members 
Mstep: Class 15 contains 14944 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19723 members 
Mstep: Class 19 contains 62182 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47775 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19102 members 
Mstep: Class 29 contains 143927 members 
Mstep: Class 30 contains 24282 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179240 members 
Mstep: Class 33 contains 51882 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7987 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3838 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971360.000000 Penalty: 152864.640625
Iteration 223Q: 45 clusters Score -1.509714e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74521 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13078 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 21552 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 167443 members 
Mstep: Class 12 contains 19357 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57153 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19722 members 
Mstep: Class 19 contains 62180 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47773 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5937 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19102 members 
Mstep: Class 29 contains 143927 members 
Mstep: Class 30 contains 24277 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179240 members 
Mstep: Class 33 contains 51883 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7987 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3838 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971392.000000 Penalty: 152864.640625
Iteration 224Q: 45 clusters Score -1.509714e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74522 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13081 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 21553 members 
Mstep: Class 8 contains 8207 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167448 members 
Mstep: Class 12 contains 19358 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57150 members 
Mstep: Class 15 contains 14947 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19723 members 
Mstep: Class 19 contains 62177 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47772 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19101 members 
Mstep: Class 29 contains 143926 members 
Mstep: Class 30 contains 24272 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179240 members 
Mstep: Class 33 contains 51883 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7986 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3838 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971328.000000 Penalty: 152864.640625
Iteration 225Q: 45 clusters Score -1.509713e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74523 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13083 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 21555 members 
Mstep: Class 8 contains 8211 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167446 members 
Mstep: Class 12 contains 19358 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57149 members 
Mstep: Class 15 contains 14947 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19722 members 
Mstep: Class 19 contains 62176 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47772 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19101 members 
Mstep: Class 29 contains 143926 members 
Mstep: Class 30 contains 24268 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179240 members 
Mstep: Class 33 contains 51881 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7987 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3838 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971328.000000 Penalty: 152864.640625
Iteration 226Q: 45 clusters Score -1.509713e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74524 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13087 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 21556 members 
Mstep: Class 8 contains 8212 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 167450 members 
Mstep: Class 12 contains 19358 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57140 members 
Mstep: Class 15 contains 14947 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19721 members 
Mstep: Class 19 contains 62176 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47771 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19101 members 
Mstep: Class 29 contains 143928 members 
Mstep: Class 30 contains 24267 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179239 members 
Mstep: Class 33 contains 51881 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7988 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3838 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971328.000000 Penalty: 152864.640625
Iteration 227Q: 45 clusters Score -1.509713e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74524 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13098 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 21557 members 
Mstep: Class 8 contains 8212 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 167451 members 
Mstep: Class 12 contains 19358 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57127 members 
Mstep: Class 15 contains 14947 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19720 members 
Mstep: Class 19 contains 62175 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47769 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19101 members 
Mstep: Class 29 contains 143931 members 
Mstep: Class 30 contains 24264 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179239 members 
Mstep: Class 33 contains 51883 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7990 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3838 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971360.000000 Penalty: 152864.640625
Iteration 228Q: 45 clusters Score -1.509714e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74524 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13111 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 21557 members 
Mstep: Class 8 contains 8211 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167456 members 
Mstep: Class 12 contains 19358 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57108 members 
Mstep: Class 15 contains 14946 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19720 members 
Mstep: Class 19 contains 62177 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47766 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19101 members 
Mstep: Class 29 contains 143933 members 
Mstep: Class 30 contains 24265 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179237 members 
Mstep: Class 33 contains 51883 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7991 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3838 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971328.000000 Penalty: 152864.640625
Iteration 229Q: 45 clusters Score -1.509713e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74524 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13114 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 21558 members 
Mstep: Class 8 contains 8212 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12751 members 
Mstep: Class 11 contains 167463 members 
Mstep: Class 12 contains 19358 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57091 members 
Mstep: Class 15 contains 14946 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19721 members 
Mstep: Class 19 contains 62179 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47764 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10739 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19101 members 
Mstep: Class 29 contains 143932 members 
Mstep: Class 30 contains 24264 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179237 members 
Mstep: Class 33 contains 51884 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7991 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3839 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971328.000000 Penalty: 152864.640625
Iteration 230Q: 45 clusters Score -1.509713e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74524 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13126 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 21560 members 
Mstep: Class 8 contains 8213 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12752 members 
Mstep: Class 11 contains 167467 members 
Mstep: Class 12 contains 19357 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57078 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19722 members 
Mstep: Class 19 contains 62180 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47760 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10739 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19100 members 
Mstep: Class 29 contains 143929 members 
Mstep: Class 30 contains 24263 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179236 members 
Mstep: Class 33 contains 51885 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7991 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971456.000000 Penalty: 152864.640625
Iteration 231Q: 45 clusters Score -1.509715e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74524 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13139 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 21560 members 
Mstep: Class 8 contains 8214 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12752 members 
Mstep: Class 11 contains 167471 members 
Mstep: Class 12 contains 19356 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57062 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19725 members 
Mstep: Class 19 contains 62181 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47757 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10739 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5939 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19100 members 
Mstep: Class 29 contains 143924 members 
Mstep: Class 30 contains 24262 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179237 members 
Mstep: Class 33 contains 51888 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7991 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3840 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971408.000000 Penalty: 152864.640625
Iteration 232Q: 45 clusters Score -1.509714e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74524 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13147 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 21560 members 
Mstep: Class 8 contains 8216 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12752 members 
Mstep: Class 11 contains 167475 members 
Mstep: Class 12 contains 19357 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57050 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19729 members 
Mstep: Class 19 contains 62180 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47756 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10739 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5939 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19100 members 
Mstep: Class 29 contains 143923 members 
Mstep: Class 30 contains 24259 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179235 members 
Mstep: Class 33 contains 51889 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3840 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971456.000000 Penalty: 152864.640625
Iteration 233Q: 45 clusters Score -1.509715e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74523 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13153 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 21559 members 
Mstep: Class 8 contains 8218 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12753 members 
Mstep: Class 11 contains 167478 members 
Mstep: Class 12 contains 19356 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57043 members 
Mstep: Class 15 contains 14946 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19732 members 
Mstep: Class 19 contains 62178 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47755 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10739 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5939 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19100 members 
Mstep: Class 29 contains 143921 members 
Mstep: Class 30 contains 24255 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179236 members 
Mstep: Class 33 contains 51893 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17939 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3840 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971424.000000 Penalty: 152864.640625
Iteration 234Q: 45 clusters Score -1.509714e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74523 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13159 members 
Mstep: Class 5 contains 14390 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 21557 members 
Mstep: Class 8 contains 8219 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12756 members 
Mstep: Class 11 contains 167479 members 
Mstep: Class 12 contains 19356 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57038 members 
Mstep: Class 15 contains 14946 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19735 members 
Mstep: Class 19 contains 62177 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47749 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5941 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19100 members 
Mstep: Class 29 contains 143920 members 
Mstep: Class 30 contains 24255 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179236 members 
Mstep: Class 33 contains 51894 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 17938 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3840 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971424.000000 Penalty: 152864.640625
Iteration 235Q: 45 clusters Score -1.509714e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74523 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13168 members 
Mstep: Class 5 contains 14390 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 21557 members 
Mstep: Class 8 contains 8220 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12755 members 
Mstep: Class 11 contains 167481 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57026 members 
Mstep: Class 15 contains 14947 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19739 members 
Mstep: Class 19 contains 62177 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47743 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5943 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19099 members 
Mstep: Class 29 contains 143918 members 
Mstep: Class 30 contains 24253 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179238 members 
Mstep: Class 33 contains 51896 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 17940 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971344.000000 Penalty: 152864.640625
Iteration 236Q: 45 clusters Score -1.509713e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74520 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13177 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 21558 members 
Mstep: Class 8 contains 8222 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12756 members 
Mstep: Class 11 contains 167479 members 
Mstep: Class 12 contains 19354 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57019 members 
Mstep: Class 15 contains 14947 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19740 members 
Mstep: Class 19 contains 62179 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47742 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13046 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5941 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19099 members 
Mstep: Class 29 contains 143917 members 
Mstep: Class 30 contains 24254 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179238 members 
Mstep: Class 33 contains 51896 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971248.000000 Penalty: 152864.640625
Iteration 237Q: 45 clusters Score -1.509712e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74517 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13187 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 21557 members 
Mstep: Class 8 contains 8222 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167481 members 
Mstep: Class 12 contains 19353 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57008 members 
Mstep: Class 15 contains 14949 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19743 members 
Mstep: Class 19 contains 62182 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47739 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5939 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19099 members 
Mstep: Class 29 contains 143918 members 
Mstep: Class 30 contains 24251 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179238 members 
Mstep: Class 33 contains 51898 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3840 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971360.000000 Penalty: 152864.640625
Iteration 238Q: 45 clusters Score -1.509714e+08 nChanged 42
Entering ConstructFrom: 
Score: -150971360.000000 Penalty: 152864.640625
Entering ConstructFrom: 
Trying to split cluster 1 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -103138.734375 Penalty: 1703.773193
	Iteration 0F: 2 clusters Score -103138.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -101311.710938 Penalty: 3407.546387
	Iteration 0F: 3 clusters Score -101311.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -101895.656250 Penalty: 3407.546387
	Iteration 1F: 3 clusters Score -101895.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -102547.773438 Penalty: 3407.546387
	Iteration 2F: 3 clusters Score -102547.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -102868.593750 Penalty: 3407.546387
	Iteration 3F: 3 clusters Score -102868.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -103025.625000 Penalty: 3407.546387
	Iteration 4F: 3 clusters Score -103025.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103129.429688 Penalty: 3407.546387
	Iteration 5Q: 3 clusters Score -103129.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -103177.312500 Penalty: 3407.546387
	Iteration 6Q: 3 clusters Score -103177.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -103198.750000 Penalty: 3407.546387
	Iteration 7Q: 3 clusters Score -103198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -103202.804688 Penalty: 3407.546387
	Iteration 8Q: 3 clusters Score -103202.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -103206.468750 Penalty: 3407.546387
	Iteration 9Q: 3 clusters Score -103206.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -103207.960938 Penalty: 3407.546387
	Iteration 10Q: 3 clusters Score -103208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -103216.031250 Penalty: 3407.546387
	Iteration 11Q: 3 clusters Score -103216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -103224.554688 Penalty: 3407.546387
	Iteration 12Q: 3 clusters Score -103224.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -103225.921875 Penalty: 3407.546387
	Iteration 13F: 3 clusters Score -103225.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -103247.765625 Penalty: 3407.546387
	Iteration 14Q: 3 clusters Score -103247.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -103285.640625 Penalty: 3407.546387
	Iteration 15Q: 3 clusters Score -103285.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -103336.156250 Penalty: 3407.546387
	Iteration 16Q: 3 clusters Score -103336.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -103351.859375 Penalty: 3407.546387
	Iteration 17Q: 3 clusters Score -103351.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -103360.617188 Penalty: 3407.546387
	Iteration 18Q: 3 clusters Score -103360.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -103368.421875 Penalty: 3407.546387
	Iteration 19Q: 3 clusters Score -103368.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -103375.671875 Penalty: 3407.546387
	Iteration 20F: 3 clusters Score -103375.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -103378.312500 Penalty: 3407.546387
	Iteration 21Q: 3 clusters Score -103378.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -103378.312500 Penalty: 3407.546387
	Iteration 22F: 3 clusters Score -103378.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 74516 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13201 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 21556 members 
Mstep: Class 8 contains 8222 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167479 members 
Mstep: Class 12 contains 19353 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57000 members 
Mstep: Class 15 contains 14950 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19748 members 
Mstep: Class 19 contains 62182 members 
Mstep: Class 20 contains 14361 members 
Mstep: Class 21 contains 47733 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5939 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19099 members 
Mstep: Class 29 contains 143916 members 
Mstep: Class 30 contains 24251 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179238 members 
Mstep: Class 33 contains 51901 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3840 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Mstep: Class 45 contains 345 members 
Entering Unmasked Estep 
Score: -150969840.000000 Penalty: 156338.828125
Splitting cluster 1 changes total score from -150971360.000000 to -150969840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (74516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74516 members 
Entering Unmasked Estep 
Score: -9560688.000000 Penalty: 2782.254639
	Iteration 0F: 2 clusters Score -9560688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -9510837.000000 Penalty: 5564.509277
	Iteration 0F: 3 clusters Score -9510837 nChanged 34869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -9530320.000000 Penalty: 5564.509277
	Iteration 1F: 3 clusters Score -9530320 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -9531048.000000 Penalty: 5564.509277
	Iteration 2Q: 3 clusters Score -9531048 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -9531640.000000 Penalty: 5564.509277
	Iteration 3Q: 3 clusters Score -9531640 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -9532240.000000 Penalty: 5564.509277
	Iteration 4Q: 3 clusters Score -9532240 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -9532797.000000 Penalty: 5564.509277
	Iteration 5Q: 3 clusters Score -9532797 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -9533408.000000 Penalty: 5564.509277
	Iteration 6Q: 3 clusters Score -9533408 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -9534242.000000 Penalty: 5564.509277
	Iteration 7Q: 3 clusters Score -9534242 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -9535297.000000 Penalty: 5564.509277
	Iteration 8Q: 3 clusters Score -9535297 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -9536454.000000 Penalty: 5564.509277
	Iteration 9Q: 3 clusters Score -9536454 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -9538014.000000 Penalty: 5564.509277
	Iteration 10Q: 3 clusters Score -9538014 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -9539883.000000 Penalty: 5564.509277
	Iteration 11Q: 3 clusters Score -9539883 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -9541784.000000 Penalty: 5564.509277
	Iteration 12Q: 3 clusters Score -9541784 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -9543486.000000 Penalty: 5564.509277
	Iteration 13Q: 3 clusters Score -9543486 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -9544803.000000 Penalty: 5564.509277
	Iteration 14Q: 3 clusters Score -9544803 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -9545611.000000 Penalty: 5564.509277
	Iteration 15Q: 3 clusters Score -9545611 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -9546031.000000 Penalty: 5564.509277
	Iteration 16Q: 3 clusters Score -9546031 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -9546291.000000 Penalty: 5564.509277
	Iteration 17Q: 3 clusters Score -9546291 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -9546387.000000 Penalty: 5564.509277
	Iteration 18Q: 3 clusters Score -9546387 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -9546508.000000 Penalty: 5564.509277
	Iteration 19Q: 3 clusters Score -9546508 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -9546575.000000 Penalty: 5564.509277
	Iteration 20F: 3 clusters Score -9546575 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -9546622.000000 Penalty: 5564.509277
	Iteration 21Q: 3 clusters Score -9546622 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -9546653.000000 Penalty: 5564.509277
	Iteration 22Q: 3 clusters Score -9546653 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -9546679.000000 Penalty: 5564.509277
	Iteration 23Q: 3 clusters Score -9546679 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -9546709.000000 Penalty: 5564.509277
	Iteration 24Q: 3 clusters Score -9546709 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -9546690.000000 Penalty: 5564.509277
	Iteration 25Q: 3 clusters Score -9546690 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -9546708.000000 Penalty: 5564.509277
	Iteration 26Q: 3 clusters Score -9546708 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -9546731.000000 Penalty: 5564.509277
	Iteration 27Q: 3 clusters Score -9546731 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -9546739.000000 Penalty: 5564.509277
	Iteration 28Q: 3 clusters Score -9546739 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -9546781.000000 Penalty: 5564.509277
	Iteration 29Q: 3 clusters Score -9546781 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -9546850.000000 Penalty: 5564.509277
	Iteration 30Q: 3 clusters Score -9546850 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -9546849.000000 Penalty: 5564.509277
	Iteration 31Q: 3 clusters Score -9546849 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -9546902.000000 Penalty: 5564.509277
	Iteration 32Q: 3 clusters Score -9546902 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -9546931.000000 Penalty: 5564.509277
	Iteration 33Q: 3 clusters Score -9546931 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -9546936.000000 Penalty: 5564.509277
	Iteration 34Q: 3 clusters Score -9546936 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -9547029.000000 Penalty: 5564.509277
	Iteration 35Q: 3 clusters Score -9547029 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -9547118.000000 Penalty: 5564.509277
	Iteration 36Q: 3 clusters Score -9547118 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -9547214.000000 Penalty: 5564.509277
	Iteration 37Q: 3 clusters Score -9547214 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -9547252.000000 Penalty: 5564.509277
	Iteration 38Q: 3 clusters Score -9547252 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -9547311.000000 Penalty: 5564.509277
	Iteration 39Q: 3 clusters Score -9547311 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -9547321.000000 Penalty: 5564.509277
	Iteration 40F: 3 clusters Score -9547321 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -9547438.000000 Penalty: 5564.509277
	Iteration 41Q: 3 clusters Score -9547438 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -9547566.000000 Penalty: 5564.509277
	Iteration 42Q: 3 clusters Score -9547566 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -9547713.000000 Penalty: 5564.509277
	Iteration 43Q: 3 clusters Score -9547713 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -9547824.000000 Penalty: 5564.509277
	Iteration 44Q: 3 clusters Score -9547824 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -9547932.000000 Penalty: 5564.509277
	Iteration 45Q: 3 clusters Score -9547932 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -9548040.000000 Penalty: 5564.509277
	Iteration 46Q: 3 clusters Score -9548040 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -9548242.000000 Penalty: 5564.509277
	Iteration 47Q: 3 clusters Score -9548242 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -9548384.000000 Penalty: 5564.509277
	Iteration 48Q: 3 clusters Score -9548384 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -9548680.000000 Penalty: 5564.509277
	Iteration 49Q: 3 clusters Score -9548680 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -9548979.000000 Penalty: 5564.509277
	Iteration 50Q: 3 clusters Score -9548979 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -9549318.000000 Penalty: 5564.509277
	Iteration 51Q: 3 clusters Score -9549318 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -9549668.000000 Penalty: 5564.509277
	Iteration 52Q: 3 clusters Score -9549668 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -9549963.000000 Penalty: 5564.509277
	Iteration 53Q: 3 clusters Score -9549963 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -9550385.000000 Penalty: 5564.509277
	Iteration 54Q: 3 clusters Score -9550385 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -9550839.000000 Penalty: 5564.509277
	Iteration 55Q: 3 clusters Score -9550839 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57723 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -9551236.000000 Penalty: 5564.509277
	Iteration 56Q: 3 clusters Score -9551236 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -9551645.000000 Penalty: 5564.509277
	Iteration 57Q: 3 clusters Score -9551645 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -9552053.000000 Penalty: 5564.509277
	Iteration 58Q: 3 clusters Score -9552053 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -9552406.000000 Penalty: 5564.509277
	Iteration 59Q: 3 clusters Score -9552406 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -9552807.000000 Penalty: 5564.509277
	Iteration 60F: 3 clusters Score -9552807 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62703 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -9553193.000000 Penalty: 5564.509277
	Iteration 61Q: 3 clusters Score -9553193 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -9553604.000000 Penalty: 5564.509277
	Iteration 62Q: 3 clusters Score -9553604 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64592 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -9554036.000000 Penalty: 5564.509277
	Iteration 63Q: 3 clusters Score -9554036 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -9554426.000000 Penalty: 5564.509277
	Iteration 64Q: 3 clusters Score -9554426 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -9554836.000000 Penalty: 5564.509277
	Iteration 65Q: 3 clusters Score -9554836 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67491 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -9555292.000000 Penalty: 5564.509277
	Iteration 66Q: 3 clusters Score -9555292 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -9555818.000000 Penalty: 5564.509277
	Iteration 67Q: 3 clusters Score -9555818 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69448 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -9556317.000000 Penalty: 5564.509277
	Iteration 68Q: 3 clusters Score -9556317 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -9556810.000000 Penalty: 5564.509277
	Iteration 69Q: 3 clusters Score -9556810 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -9557189.000000 Penalty: 5564.509277
	Iteration 70Q: 3 clusters Score -9557189 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -9557542.000000 Penalty: 5564.509277
	Iteration 71Q: 3 clusters Score -9557542 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -9557830.000000 Penalty: 5564.509277
	Iteration 72Q: 3 clusters Score -9557830 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72461 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -9558052.000000 Penalty: 5564.509277
	Iteration 73Q: 3 clusters Score -9558052 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -9558197.000000 Penalty: 5564.509277
	Iteration 74Q: 3 clusters Score -9558197 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -9558299.000000 Penalty: 5564.509277
	Iteration 75Q: 3 clusters Score -9558299 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73080 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -9558411.000000 Penalty: 5564.509277
	Iteration 76Q: 3 clusters Score -9558411 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -9558498.000000 Penalty: 5564.509277
	Iteration 77Q: 3 clusters Score -9558498 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9558534.000000 Penalty: 5564.509277
	Iteration 78Q: 3 clusters Score -9558534 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73352 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9558550.000000 Penalty: 5564.509277
	Iteration 79Q: 3 clusters Score -9558550 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73401 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -9558593.000000 Penalty: 5564.509277
	Iteration 80F: 3 clusters Score -9558593 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73436 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9558615.000000 Penalty: 5564.509277
	Iteration 81Q: 3 clusters Score -9558615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73447 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9558626.000000 Penalty: 5564.509277
	Iteration 82Q: 3 clusters Score -9558626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9558635.000000 Penalty: 5564.509277
	Iteration 83Q: 3 clusters Score -9558635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73465 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9558637.000000 Penalty: 5564.509277
	Iteration 84Q: 3 clusters Score -9558637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73474 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9558635.000000 Penalty: 5564.509277
	Iteration 85Q: 3 clusters Score -9558635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73481 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9558632.000000 Penalty: 5564.509277
	Iteration 86Q: 3 clusters Score -9558632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -9558635.000000 Penalty: 5564.509277
	Iteration 87Q: 3 clusters Score -9558635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73489 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -9558638.000000 Penalty: 5564.509277
	Iteration 88Q: 3 clusters Score -9558638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -9558640.000000 Penalty: 5564.509277
	Iteration 89Q: 3 clusters Score -9558640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73493 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9558640.000000 Penalty: 5564.509277
	Iteration 90Q: 3 clusters Score -9558640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73497 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -9558638.000000 Penalty: 5564.509277
	Iteration 91Q: 3 clusters Score -9558638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73500 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9558637.000000 Penalty: 5564.509277
	Iteration 92Q: 3 clusters Score -9558637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73503 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9558638.000000 Penalty: 5564.509277
	Iteration 93Q: 3 clusters Score -9558638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9558641.000000 Penalty: 5564.509277
	Iteration 94Q: 3 clusters Score -9558641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73509 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9558636.000000 Penalty: 5564.509277
	Iteration 95Q: 3 clusters Score -9558636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73510 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -9558633.000000 Penalty: 5564.509277
	Iteration 96Q: 3 clusters Score -9558633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9558630.000000 Penalty: 5564.509277
	Iteration 97Q: 3 clusters Score -9558630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9558630.000000 Penalty: 5564.509277
	Iteration 98F: 3 clusters Score -9558630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -282131.718750 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -282131.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -279292.906250 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -279292.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -279797.781250 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -279797.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -279942.625000 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -279942.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -280038.250000 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -280038.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -280097.687500 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -280097.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -280143.000000 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -280143 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -280167.937500 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -280167.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -280186.593750 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -280186.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -280202.312500 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -280202.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -280208.781250 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -280208.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -280213.062500 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -280213.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -280215.125000 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -280215.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -280216.187500 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -280216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -280217.468750 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -280217.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -280218.281250 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -280218.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -280218.468750 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -280218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -280220.250000 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -280220.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -280221.531250 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -280221.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -280224.875000 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -280224.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -280226.312500 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -280226.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -280226.312500 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -280226.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Entering Unmasked Estep 
Score: -1597348.125000 Penalty: 2353.035889
	Iteration 0F: 2 clusters Score -1597348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1587597.250000 Penalty: 4706.071777
	Iteration 0F: 3 clusters Score -1587597 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1590723.625000 Penalty: 4706.071777
	Iteration 1F: 3 clusters Score -1590724 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1591061.750000 Penalty: 4706.071777
	Iteration 2F: 3 clusters Score -1591062 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1591323.625000 Penalty: 4706.071777
	Iteration 3Q: 3 clusters Score -1591324 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1591606.250000 Penalty: 4706.071777
	Iteration 4Q: 3 clusters Score -1591606 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1591895.375000 Penalty: 4706.071777
	Iteration 5Q: 3 clusters Score -1591895 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1592210.375000 Penalty: 4706.071777
	Iteration 6Q: 3 clusters Score -1592210 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1592558.875000 Penalty: 4706.071777
	Iteration 7Q: 3 clusters Score -1592559 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1592919.375000 Penalty: 4706.071777
	Iteration 8Q: 3 clusters Score -1592919 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1593323.250000 Penalty: 4706.071777
	Iteration 9Q: 3 clusters Score -1593323 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1593737.125000 Penalty: 4706.071777
	Iteration 10Q: 3 clusters Score -1593737 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1594129.250000 Penalty: 4706.071777
	Iteration 11Q: 3 clusters Score -1594129 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1594442.375000 Penalty: 4706.071777
	Iteration 12Q: 3 clusters Score -1594442 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1594724.500000 Penalty: 4706.071777
	Iteration 13Q: 3 clusters Score -1594724 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1594945.375000 Penalty: 4706.071777
	Iteration 14Q: 3 clusters Score -1594945 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1595138.500000 Penalty: 4706.071777
	Iteration 15Q: 3 clusters Score -1595138 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1595297.750000 Penalty: 4706.071777
	Iteration 16Q: 3 clusters Score -1595298 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1595398.750000 Penalty: 4706.071777
	Iteration 17Q: 3 clusters Score -1595399 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1595456.750000 Penalty: 4706.071777
	Iteration 18Q: 3 clusters Score -1595457 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1595492.875000 Penalty: 4706.071777
	Iteration 19Q: 3 clusters Score -1595493 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1595513.875000 Penalty: 4706.071777
	Iteration 20F: 3 clusters Score -1595514 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1595528.500000 Penalty: 4706.071777
	Iteration 21Q: 3 clusters Score -1595528 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1595550.625000 Penalty: 4706.071777
	Iteration 22Q: 3 clusters Score -1595551 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1595559.250000 Penalty: 4706.071777
	Iteration 23Q: 3 clusters Score -1595559 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1595566.000000 Penalty: 4706.071777
	Iteration 24Q: 3 clusters Score -1595566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1595571.375000 Penalty: 4706.071777
	Iteration 25Q: 3 clusters Score -1595571 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1595585.000000 Penalty: 4706.071777
	Iteration 26Q: 3 clusters Score -1595585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1595587.125000 Penalty: 4706.071777
	Iteration 27Q: 3 clusters Score -1595587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1595595.375000 Penalty: 4706.071777
	Iteration 28Q: 3 clusters Score -1595595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1595599.375000 Penalty: 4706.071777
	Iteration 29Q: 3 clusters Score -1595599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1595601.000000 Penalty: 4706.071777
	Iteration 30Q: 3 clusters Score -1595601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1595608.500000 Penalty: 4706.071777
	Iteration 31Q: 3 clusters Score -1595608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1595602.750000 Penalty: 4706.071777
	Iteration 32Q: 3 clusters Score -1595603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1595605.000000 Penalty: 4706.071777
	Iteration 33Q: 3 clusters Score -1595605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1595605.000000 Penalty: 4706.071777
	Iteration 34Q: 3 clusters Score -1595605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1595605.375000 Penalty: 4706.071777
	Iteration 35Q: 3 clusters Score -1595605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1595606.125000 Penalty: 4706.071777
	Iteration 36Q: 3 clusters Score -1595606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1595611.375000 Penalty: 4706.071777
	Iteration 37Q: 3 clusters Score -1595611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1595613.500000 Penalty: 4706.071777
	Iteration 38Q: 3 clusters Score -1595614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1595617.000000 Penalty: 4706.071777
	Iteration 39Q: 3 clusters Score -1595617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1595620.500000 Penalty: 4706.071777
	Iteration 40F: 3 clusters Score -1595620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1595619.625000 Penalty: 4706.071777
	Iteration 41Q: 3 clusters Score -1595620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1595622.250000 Penalty: 4706.071777
	Iteration 42Q: 3 clusters Score -1595622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1595621.625000 Penalty: 4706.071777
	Iteration 43Q: 3 clusters Score -1595622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1595622.875000 Penalty: 4706.071777
	Iteration 44Q: 3 clusters Score -1595623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1595622.875000 Penalty: 4706.071777
	Iteration 45F: 3 clusters Score -1595623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Entering Unmasked Estep 
Score: -1814672.375000 Penalty: 2374.440674
	Iteration 0F: 2 clusters Score -1814672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1804252.000000 Penalty: 4748.881348
	Iteration 0F: 3 clusters Score -1804252 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1807646.750000 Penalty: 4748.881348
	Iteration 1F: 3 clusters Score -1807647 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1807981.000000 Penalty: 4748.881348
	Iteration 2F: 3 clusters Score -1807981 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1808247.875000 Penalty: 4748.881348
	Iteration 3Q: 3 clusters Score -1808248 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1808493.500000 Penalty: 4748.881348
	Iteration 4Q: 3 clusters Score -1808494 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1808705.125000 Penalty: 4748.881348
	Iteration 5Q: 3 clusters Score -1808705 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1808970.250000 Penalty: 4748.881348
	Iteration 6Q: 3 clusters Score -1808970 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1809271.750000 Penalty: 4748.881348
	Iteration 7Q: 3 clusters Score -1809272 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1809545.375000 Penalty: 4748.881348
	Iteration 8Q: 3 clusters Score -1809545 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1809790.875000 Penalty: 4748.881348
	Iteration 9Q: 3 clusters Score -1809791 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1810002.750000 Penalty: 4748.881348
	Iteration 10Q: 3 clusters Score -1810003 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1810218.125000 Penalty: 4748.881348
	Iteration 11Q: 3 clusters Score -1810218 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1810449.375000 Penalty: 4748.881348
	Iteration 12Q: 3 clusters Score -1810449 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1810715.625000 Penalty: 4748.881348
	Iteration 13Q: 3 clusters Score -1810716 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1811006.000000 Penalty: 4748.881348
	Iteration 14Q: 3 clusters Score -1811006 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1811368.500000 Penalty: 4748.881348
	Iteration 15Q: 3 clusters Score -1811368 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1811743.875000 Penalty: 4748.881348
	Iteration 16Q: 3 clusters Score -1811744 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1812058.875000 Penalty: 4748.881348
	Iteration 17Q: 3 clusters Score -1812059 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1812308.750000 Penalty: 4748.881348
	Iteration 18Q: 3 clusters Score -1812309 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1812495.500000 Penalty: 4748.881348
	Iteration 19Q: 3 clusters Score -1812496 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1812663.750000 Penalty: 4748.881348
	Iteration 20F: 3 clusters Score -1812664 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1812819.625000 Penalty: 4748.881348
	Iteration 21Q: 3 clusters Score -1812820 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1812976.125000 Penalty: 4748.881348
	Iteration 22Q: 3 clusters Score -1812976 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1813144.375000 Penalty: 4748.881348
	Iteration 23Q: 3 clusters Score -1813144 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1813281.375000 Penalty: 4748.881348
	Iteration 24Q: 3 clusters Score -1813281 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1813408.875000 Penalty: 4748.881348
	Iteration 25Q: 3 clusters Score -1813409 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1813529.125000 Penalty: 4748.881348
	Iteration 26Q: 3 clusters Score -1813529 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1813612.625000 Penalty: 4748.881348
	Iteration 27Q: 3 clusters Score -1813613 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1813684.500000 Penalty: 4748.881348
	Iteration 28Q: 3 clusters Score -1813684 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1813740.375000 Penalty: 4748.881348
	Iteration 29Q: 3 clusters Score -1813740 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1813799.750000 Penalty: 4748.881348
	Iteration 30Q: 3 clusters Score -1813800 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1813854.000000 Penalty: 4748.881348
	Iteration 31Q: 3 clusters Score -1813854 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1813895.000000 Penalty: 4748.881348
	Iteration 32Q: 3 clusters Score -1813895 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1813927.000000 Penalty: 4748.881348
	Iteration 33Q: 3 clusters Score -1813927 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1813959.375000 Penalty: 4748.881348
	Iteration 34Q: 3 clusters Score -1813959 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1813982.375000 Penalty: 4748.881348
	Iteration 35Q: 3 clusters Score -1813982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1814000.625000 Penalty: 4748.881348
	Iteration 36Q: 3 clusters Score -1814001 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1814009.125000 Penalty: 4748.881348
	Iteration 37Q: 3 clusters Score -1814009 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1814023.750000 Penalty: 4748.881348
	Iteration 38Q: 3 clusters Score -1814024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1814029.500000 Penalty: 4748.881348
	Iteration 39Q: 3 clusters Score -1814030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1814041.500000 Penalty: 4748.881348
	Iteration 40F: 3 clusters Score -1814042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1814046.000000 Penalty: 4748.881348
	Iteration 41Q: 3 clusters Score -1814046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1814056.125000 Penalty: 4748.881348
	Iteration 42Q: 3 clusters Score -1814056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1814061.250000 Penalty: 4748.881348
	Iteration 43Q: 3 clusters Score -1814061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1814062.125000 Penalty: 4748.881348
	Iteration 44Q: 3 clusters Score -1814062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1814063.500000 Penalty: 4748.881348
	Iteration 45Q: 3 clusters Score -1814064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1814067.375000 Penalty: 4748.881348
	Iteration 46Q: 3 clusters Score -1814067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1814064.625000 Penalty: 4748.881348
	Iteration 47Q: 3 clusters Score -1814065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1814066.500000 Penalty: 4748.881348
	Iteration 48Q: 3 clusters Score -1814066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1814067.375000 Penalty: 4748.881348
	Iteration 49Q: 3 clusters Score -1814067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1814065.125000 Penalty: 4748.881348
	Iteration 50Q: 3 clusters Score -1814065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1814069.125000 Penalty: 4748.881348
	Iteration 51Q: 3 clusters Score -1814069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1814068.000000 Penalty: 4748.881348
	Iteration 52Q: 3 clusters Score -1814068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1814069.125000 Penalty: 4748.881348
	Iteration 53Q: 3 clusters Score -1814069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1814069.125000 Penalty: 4748.881348
	Iteration 54F: 3 clusters Score -1814069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Entering Unmasked Estep 
Score: -467083.687500 Penalty: 2056.924316
	Iteration 0F: 2 clusters Score -467083.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -463317.156250 Penalty: 4113.848633
	Iteration 0F: 3 clusters Score -463317.2 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -464452.312500 Penalty: 4113.848633
	Iteration 1F: 3 clusters Score -464452.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -464759.312500 Penalty: 4113.848633
	Iteration 2F: 3 clusters Score -464759.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -465021.593750 Penalty: 4113.848633
	Iteration 3F: 3 clusters Score -465021.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -465265.750000 Penalty: 4113.848633
	Iteration 4F: 3 clusters Score -465265.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -465448.875000 Penalty: 4113.848633
	Iteration 5Q: 3 clusters Score -465448.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -465607.718750 Penalty: 4113.848633
	Iteration 6Q: 3 clusters Score -465607.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -465738.125000 Penalty: 4113.848633
	Iteration 7Q: 3 clusters Score -465738.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -465881.750000 Penalty: 4113.848633
	Iteration 8Q: 3 clusters Score -465881.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -466029.375000 Penalty: 4113.848633
	Iteration 9Q: 3 clusters Score -466029.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -466211.468750 Penalty: 4113.848633
	Iteration 10Q: 3 clusters Score -466211.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -466364.656250 Penalty: 4113.848633
	Iteration 11Q: 3 clusters Score -466364.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -466470.312500 Penalty: 4113.848633
	Iteration 12Q: 3 clusters Score -466470.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -466560.312500 Penalty: 4113.848633
	Iteration 13Q: 3 clusters Score -466560.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -466617.750000 Penalty: 4113.848633
	Iteration 14Q: 3 clusters Score -466617.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -466671.375000 Penalty: 4113.848633
	Iteration 15Q: 3 clusters Score -466671.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -466733.218750 Penalty: 4113.848633
	Iteration 16Q: 3 clusters Score -466733.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -466773.656250 Penalty: 4113.848633
	Iteration 17Q: 3 clusters Score -466773.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -466815.750000 Penalty: 4113.848633
	Iteration 18Q: 3 clusters Score -466815.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -466844.656250 Penalty: 4113.848633
	Iteration 19Q: 3 clusters Score -466844.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -466889.750000 Penalty: 4113.848633
	Iteration 20F: 3 clusters Score -466889.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -466928.375000 Penalty: 4113.848633
	Iteration 21Q: 3 clusters Score -466928.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -466950.875000 Penalty: 4113.848633
	Iteration 22Q: 3 clusters Score -466950.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -466975.562500 Penalty: 4113.848633
	Iteration 23Q: 3 clusters Score -466975.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -466995.031250 Penalty: 4113.848633
	Iteration 24Q: 3 clusters Score -466995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -467007.281250 Penalty: 4113.848633
	Iteration 25Q: 3 clusters Score -467007.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -467013.000000 Penalty: 4113.848633
	Iteration 26Q: 3 clusters Score -467013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -467015.750000 Penalty: 4113.848633
	Iteration 27Q: 3 clusters Score -467015.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -467022.000000 Penalty: 4113.848633
	Iteration 28Q: 3 clusters Score -467022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -467030.437500 Penalty: 4113.848633
	Iteration 29Q: 3 clusters Score -467030.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -467038.656250 Penalty: 4113.848633
	Iteration 30Q: 3 clusters Score -467038.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -467048.406250 Penalty: 4113.848633
	Iteration 31Q: 3 clusters Score -467048.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -467058.281250 Penalty: 4113.848633
	Iteration 32Q: 3 clusters Score -467058.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -467065.968750 Penalty: 4113.848633
	Iteration 33Q: 3 clusters Score -467066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -467071.781250 Penalty: 4113.848633
	Iteration 34Q: 3 clusters Score -467071.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -467073.562500 Penalty: 4113.848633
	Iteration 35Q: 3 clusters Score -467073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -467077.812500 Penalty: 4113.848633
	Iteration 36Q: 3 clusters Score -467077.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -467077.812500 Penalty: 4113.848633
	Iteration 37F: 3 clusters Score -467077.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Entering Unmasked Estep 
Score: -2611393.000000 Penalty: 2474.645508
	Iteration 0F: 2 clusters Score -2611393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2596440.750000 Penalty: 4949.291016
	Iteration 0F: 3 clusters Score -2596441 nChanged 9526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2602022.500000 Penalty: 4949.291016
	Iteration 1F: 3 clusters Score -2602022 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2602693.500000 Penalty: 4949.291016
	Iteration 2F: 3 clusters Score -2602694 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2603313.750000 Penalty: 4949.291016
	Iteration 3F: 3 clusters Score -2603314 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2603919.750000 Penalty: 4949.291016
	Iteration 4F: 3 clusters Score -2603920 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2604518.750000 Penalty: 4949.291016
	Iteration 5F: 3 clusters Score -2604519 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2605144.750000 Penalty: 4949.291016
	Iteration 6Q: 3 clusters Score -2605145 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2605858.250000 Penalty: 4949.291016
	Iteration 7Q: 3 clusters Score -2605858 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2606528.750000 Penalty: 4949.291016
	Iteration 8Q: 3 clusters Score -2606529 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2607104.250000 Penalty: 4949.291016
	Iteration 9Q: 3 clusters Score -2607104 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2607499.000000 Penalty: 4949.291016
	Iteration 10Q: 3 clusters Score -2607499 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2607756.000000 Penalty: 4949.291016
	Iteration 11Q: 3 clusters Score -2607756 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2607898.000000 Penalty: 4949.291016
	Iteration 12Q: 3 clusters Score -2607898 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2608025.750000 Penalty: 4949.291016
	Iteration 13Q: 3 clusters Score -2608026 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2608110.750000 Penalty: 4949.291016
	Iteration 14Q: 3 clusters Score -2608111 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2608186.750000 Penalty: 4949.291016
	Iteration 15Q: 3 clusters Score -2608187 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2608260.000000 Penalty: 4949.291016
	Iteration 16Q: 3 clusters Score -2608260 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2608320.250000 Penalty: 4949.291016
	Iteration 17Q: 3 clusters Score -2608320 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2608386.500000 Penalty: 4949.291016
	Iteration 18Q: 3 clusters Score -2608386 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2608446.000000 Penalty: 4949.291016
	Iteration 19Q: 3 clusters Score -2608446 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2608510.750000 Penalty: 4949.291016
	Iteration 20F: 3 clusters Score -2608511 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2608561.500000 Penalty: 4949.291016
	Iteration 21Q: 3 clusters Score -2608562 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2608605.000000 Penalty: 4949.291016
	Iteration 22Q: 3 clusters Score -2608605 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2608662.750000 Penalty: 4949.291016
	Iteration 23Q: 3 clusters Score -2608663 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2608725.250000 Penalty: 4949.291016
	Iteration 24Q: 3 clusters Score -2608725 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2608772.250000 Penalty: 4949.291016
	Iteration 25Q: 3 clusters Score -2608772 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2608825.500000 Penalty: 4949.291016
	Iteration 26Q: 3 clusters Score -2608826 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2608859.500000 Penalty: 4949.291016
	Iteration 27Q: 3 clusters Score -2608860 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2608914.500000 Penalty: 4949.291016
	Iteration 28Q: 3 clusters Score -2608914 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2608974.750000 Penalty: 4949.291016
	Iteration 29Q: 3 clusters Score -2608975 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2609038.250000 Penalty: 4949.291016
	Iteration 30Q: 3 clusters Score -2609038 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2609085.250000 Penalty: 4949.291016
	Iteration 31Q: 3 clusters Score -2609085 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2609139.500000 Penalty: 4949.291016
	Iteration 32Q: 3 clusters Score -2609140 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2609166.000000 Penalty: 4949.291016
	Iteration 33Q: 3 clusters Score -2609166 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2609192.250000 Penalty: 4949.291016
	Iteration 34Q: 3 clusters Score -2609192 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2609216.500000 Penalty: 4949.291016
	Iteration 35Q: 3 clusters Score -2609216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2609234.000000 Penalty: 4949.291016
	Iteration 36Q: 3 clusters Score -2609234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2609253.250000 Penalty: 4949.291016
	Iteration 37Q: 3 clusters Score -2609253 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2609272.250000 Penalty: 4949.291016
	Iteration 38Q: 3 clusters Score -2609272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2609289.000000 Penalty: 4949.291016
	Iteration 39Q: 3 clusters Score -2609289 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2609313.250000 Penalty: 4949.291016
	Iteration 40F: 3 clusters Score -2609313 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2609323.250000 Penalty: 4949.291016
	Iteration 41Q: 3 clusters Score -2609323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2609336.750000 Penalty: 4949.291016
	Iteration 42Q: 3 clusters Score -2609337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2609345.000000 Penalty: 4949.291016
	Iteration 43Q: 3 clusters Score -2609345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2609346.500000 Penalty: 4949.291016
	Iteration 44Q: 3 clusters Score -2609346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2609352.000000 Penalty: 4949.291016
	Iteration 45Q: 3 clusters Score -2609352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2609356.500000 Penalty: 4949.291016
	Iteration 46Q: 3 clusters Score -2609356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2609362.500000 Penalty: 4949.291016
	Iteration 47Q: 3 clusters Score -2609362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2609374.250000 Penalty: 4949.291016
	Iteration 48Q: 3 clusters Score -2609374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2609382.750000 Penalty: 4949.291016
	Iteration 49Q: 3 clusters Score -2609383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2609392.000000 Penalty: 4949.291016
	Iteration 50Q: 3 clusters Score -2609392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2609399.250000 Penalty: 4949.291016
	Iteration 51Q: 3 clusters Score -2609399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2609402.250000 Penalty: 4949.291016
	Iteration 52Q: 3 clusters Score -2609402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2609412.250000 Penalty: 4949.291016
	Iteration 53Q: 3 clusters Score -2609412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2609415.000000 Penalty: 4949.291016
	Iteration 54Q: 3 clusters Score -2609415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2609418.500000 Penalty: 4949.291016
	Iteration 55Q: 3 clusters Score -2609418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2609422.250000 Penalty: 4949.291016
	Iteration 56Q: 3 clusters Score -2609422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2609425.250000 Penalty: 4949.291016
	Iteration 57Q: 3 clusters Score -2609425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2609426.750000 Penalty: 4949.291016
	Iteration 58Q: 3 clusters Score -2609427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2609429.750000 Penalty: 4949.291016
	Iteration 59Q: 3 clusters Score -2609430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2609438.750000 Penalty: 4949.291016
	Iteration 60F: 3 clusters Score -2609439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2609436.000000 Penalty: 4949.291016
	Iteration 61Q: 3 clusters Score -2609436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2609441.250000 Penalty: 4949.291016
	Iteration 62Q: 3 clusters Score -2609441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2609440.000000 Penalty: 4949.291016
	Iteration 63Q: 3 clusters Score -2609440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2609439.750000 Penalty: 4949.291016
	Iteration 64Q: 3 clusters Score -2609440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2609439.250000 Penalty: 4949.291016
	Iteration 65Q: 3 clusters Score -2609439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2609437.750000 Penalty: 4949.291016
	Iteration 66Q: 3 clusters Score -2609438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2609439.750000 Penalty: 4949.291016
	Iteration 67Q: 3 clusters Score -2609440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2609447.500000 Penalty: 4949.291016
	Iteration 68Q: 3 clusters Score -2609448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2609449.750000 Penalty: 4949.291016
	Iteration 69Q: 3 clusters Score -2609450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2609454.250000 Penalty: 4949.291016
	Iteration 70Q: 3 clusters Score -2609454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2609450.750000 Penalty: 4949.291016
	Iteration 71Q: 3 clusters Score -2609451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2609449.000000 Penalty: 4949.291016
	Iteration 72Q: 3 clusters Score -2609449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2609455.750000 Penalty: 4949.291016
	Iteration 73Q: 3 clusters Score -2609456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2609456.750000 Penalty: 4949.291016
	Iteration 74Q: 3 clusters Score -2609457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2609458.500000 Penalty: 4949.291016
	Iteration 75Q: 3 clusters Score -2609458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2609457.000000 Penalty: 4949.291016
	Iteration 76Q: 3 clusters Score -2609457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2609463.250000 Penalty: 4949.291016
	Iteration 77Q: 3 clusters Score -2609463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2609463.000000 Penalty: 4949.291016
	Iteration 78Q: 3 clusters Score -2609463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2609471.250000 Penalty: 4949.291016
	Iteration 79Q: 3 clusters Score -2609471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2609472.500000 Penalty: 4949.291016
	Iteration 80F: 3 clusters Score -2609472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2609470.250000 Penalty: 4949.291016
	Iteration 81Q: 3 clusters Score -2609470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2609472.500000 Penalty: 4949.291016
	Iteration 82Q: 3 clusters Score -2609472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2609473.750000 Penalty: 4949.291016
	Iteration 83Q: 3 clusters Score -2609474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2609468.000000 Penalty: 4949.291016
	Iteration 84Q: 3 clusters Score -2609468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2609468.500000 Penalty: 4949.291016
	Iteration 85Q: 3 clusters Score -2609468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2609473.000000 Penalty: 4949.291016
	Iteration 86Q: 3 clusters Score -2609473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2609476.750000 Penalty: 4949.291016
	Iteration 87Q: 3 clusters Score -2609477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2609481.250000 Penalty: 4949.291016
	Iteration 88Q: 3 clusters Score -2609481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2609481.250000 Penalty: 4949.291016
	Iteration 89F: 3 clusters Score -2609481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Entering Unmasked Estep 
Score: -909233.500000 Penalty: 2235.613037
	Iteration 0F: 2 clusters Score -909233.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -902649.937500 Penalty: 4471.226074
	Iteration 0F: 3 clusters Score -902649.9 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -904831.687500 Penalty: 4471.226074
	Iteration 1F: 3 clusters Score -904831.7 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -905436.750000 Penalty: 4471.226074
	Iteration 2F: 3 clusters Score -905436.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -905990.625000 Penalty: 4471.226074
	Iteration 3F: 3 clusters Score -905990.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -906510.062500 Penalty: 4471.226074
	Iteration 4F: 3 clusters Score -906510.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -906906.250000 Penalty: 4471.226074
	Iteration 5F: 3 clusters Score -906906.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -907234.687500 Penalty: 4471.226074
	Iteration 6F: 3 clusters Score -907234.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -907500.125000 Penalty: 4471.226074
	Iteration 7Q: 3 clusters Score -907500.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -907698.500000 Penalty: 4471.226074
	Iteration 8Q: 3 clusters Score -907698.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -907857.125000 Penalty: 4471.226074
	Iteration 9Q: 3 clusters Score -907857.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -907949.875000 Penalty: 4471.226074
	Iteration 10Q: 3 clusters Score -907949.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -908006.875000 Penalty: 4471.226074
	Iteration 11Q: 3 clusters Score -908006.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -908048.812500 Penalty: 4471.226074
	Iteration 12Q: 3 clusters Score -908048.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -908085.312500 Penalty: 4471.226074
	Iteration 13Q: 3 clusters Score -908085.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -908108.375000 Penalty: 4471.226074
	Iteration 14Q: 3 clusters Score -908108.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -908129.625000 Penalty: 4471.226074
	Iteration 15Q: 3 clusters Score -908129.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -908146.875000 Penalty: 4471.226074
	Iteration 16Q: 3 clusters Score -908146.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -908159.000000 Penalty: 4471.226074
	Iteration 17Q: 3 clusters Score -908159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -908168.875000 Penalty: 4471.226074
	Iteration 18Q: 3 clusters Score -908168.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -908173.187500 Penalty: 4471.226074
	Iteration 19Q: 3 clusters Score -908173.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -908176.937500 Penalty: 4471.226074
	Iteration 20F: 3 clusters Score -908176.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -908183.500000 Penalty: 4471.226074
	Iteration 21Q: 3 clusters Score -908183.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -908184.062500 Penalty: 4471.226074
	Iteration 22Q: 3 clusters Score -908184.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -908192.187500 Penalty: 4471.226074
	Iteration 23Q: 3 clusters Score -908192.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -908201.312500 Penalty: 4471.226074
	Iteration 24Q: 3 clusters Score -908201.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -908208.812500 Penalty: 4471.226074
	Iteration 25Q: 3 clusters Score -908208.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -908218.625000 Penalty: 4471.226074
	Iteration 26Q: 3 clusters Score -908218.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -908228.187500 Penalty: 4471.226074
	Iteration 27Q: 3 clusters Score -908228.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -908234.437500 Penalty: 4471.226074
	Iteration 28Q: 3 clusters Score -908234.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -908239.187500 Penalty: 4471.226074
	Iteration 29Q: 3 clusters Score -908239.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -908244.125000 Penalty: 4471.226074
	Iteration 30Q: 3 clusters Score -908244.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -908250.250000 Penalty: 4471.226074
	Iteration 31Q: 3 clusters Score -908250.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -908256.937500 Penalty: 4471.226074
	Iteration 32Q: 3 clusters Score -908256.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -908259.937500 Penalty: 4471.226074
	Iteration 33Q: 3 clusters Score -908259.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -908261.812500 Penalty: 4471.226074
	Iteration 34Q: 3 clusters Score -908261.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -908261.312500 Penalty: 4471.226074
	Iteration 35Q: 3 clusters Score -908261.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -908264.562500 Penalty: 4471.226074
	Iteration 36Q: 3 clusters Score -908264.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -908265.500000 Penalty: 4471.226074
	Iteration 37Q: 3 clusters Score -908265.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -908265.625000 Penalty: 4471.226074
	Iteration 38Q: 3 clusters Score -908265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -908266.500000 Penalty: 4471.226074
	Iteration 39Q: 3 clusters Score -908266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -908266.312500 Penalty: 4471.226074
	Iteration 40F: 3 clusters Score -908266.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -908265.687500 Penalty: 4471.226074
	Iteration 41Q: 3 clusters Score -908265.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -908265.500000 Penalty: 4471.226074
	Iteration 42Q: 3 clusters Score -908265.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -908268.375000 Penalty: 4471.226074
	Iteration 43Q: 3 clusters Score -908268.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -908267.937500 Penalty: 4471.226074
	Iteration 44Q: 3 clusters Score -908267.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -908269.562500 Penalty: 4471.226074
	Iteration 45Q: 3 clusters Score -908269.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -908268.000000 Penalty: 4471.226074
	Iteration 46Q: 3 clusters Score -908268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -908267.125000 Penalty: 4471.226074
	Iteration 47Q: 3 clusters Score -908267.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -908267.125000 Penalty: 4471.226074
	Iteration 48Q: 3 clusters Score -908267.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -908270.000000 Penalty: 4471.226074
	Iteration 49Q: 3 clusters Score -908270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -908273.000000 Penalty: 4471.226074
	Iteration 50Q: 3 clusters Score -908273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -908270.312500 Penalty: 4471.226074
	Iteration 51Q: 3 clusters Score -908270.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -908271.187500 Penalty: 4471.226074
	Iteration 52Q: 3 clusters Score -908271.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -908272.375000 Penalty: 4471.226074
	Iteration 53Q: 3 clusters Score -908272.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -908271.625000 Penalty: 4471.226074
	Iteration 54Q: 3 clusters Score -908271.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -908271.625000 Penalty: 4471.226074
	Iteration 55F: 3 clusters Score -908271.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Entering Unmasked Estep 
Score: -351101.437500 Penalty: 1958.068115
	Iteration 0F: 2 clusters Score -351101.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -348008.062500 Penalty: 3916.136230
	Iteration 0F: 3 clusters Score -348008.1 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -348591.343750 Penalty: 3916.136230
	Iteration 1F: 3 clusters Score -348591.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -348748.500000 Penalty: 3916.136230
	Iteration 2F: 3 clusters Score -348748.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -348843.468750 Penalty: 3916.136230
	Iteration 3Q: 3 clusters Score -348843.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -348895.125000 Penalty: 3916.136230
	Iteration 4Q: 3 clusters Score -348895.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -348928.843750 Penalty: 3916.136230
	Iteration 5Q: 3 clusters Score -348928.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -348941.843750 Penalty: 3916.136230
	Iteration 6Q: 3 clusters Score -348941.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -348951.687500 Penalty: 3916.136230
	Iteration 7Q: 3 clusters Score -348951.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -348961.656250 Penalty: 3916.136230
	Iteration 8Q: 3 clusters Score -348961.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -348978.781250 Penalty: 3916.136230
	Iteration 9Q: 3 clusters Score -348978.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -348991.343750 Penalty: 3916.136230
	Iteration 10Q: 3 clusters Score -348991.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -349002.500000 Penalty: 3916.136230
	Iteration 11Q: 3 clusters Score -349002.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -349008.625000 Penalty: 3916.136230
	Iteration 12Q: 3 clusters Score -349008.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -349012.250000 Penalty: 3916.136230
	Iteration 13Q: 3 clusters Score -349012.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -349015.125000 Penalty: 3916.136230
	Iteration 14Q: 3 clusters Score -349015.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -349016.781250 Penalty: 3916.136230
	Iteration 15Q: 3 clusters Score -349016.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -349018.750000 Penalty: 3916.136230
	Iteration 16Q: 3 clusters Score -349018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -349020.093750 Penalty: 3916.136230
	Iteration 17Q: 3 clusters Score -349020.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -349021.312500 Penalty: 3916.136230
	Iteration 18Q: 3 clusters Score -349021.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -349022.125000 Penalty: 3916.136230
	Iteration 19Q: 3 clusters Score -349022.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -349022.500000 Penalty: 3916.136230
	Iteration 20F: 3 clusters Score -349022.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Entering Unmasked Estep 
Score: -1617705.500000 Penalty: 2344.551270
	Iteration 0F: 2 clusters Score -1617706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1608250.250000 Penalty: 4689.102539
	Iteration 0F: 3 clusters Score -1608250 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1611165.875000 Penalty: 4689.102539
	Iteration 1F: 3 clusters Score -1611166 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1611542.875000 Penalty: 4689.102539
	Iteration 2F: 3 clusters Score -1611543 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1611937.875000 Penalty: 4689.102539
	Iteration 3F: 3 clusters Score -1611938 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1612347.375000 Penalty: 4689.102539
	Iteration 4Q: 3 clusters Score -1612347 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1612810.125000 Penalty: 4689.102539
	Iteration 5Q: 3 clusters Score -1612810 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1613408.625000 Penalty: 4689.102539
	Iteration 6F: 3 clusters Score -1613409 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1614074.250000 Penalty: 4689.102539
	Iteration 7F: 3 clusters Score -1614074 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1614716.750000 Penalty: 4689.102539
	Iteration 8F: 3 clusters Score -1614717 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1615252.250000 Penalty: 4689.102539
	Iteration 9F: 3 clusters Score -1615252 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1615593.250000 Penalty: 4689.102539
	Iteration 10Q: 3 clusters Score -1615593 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1615846.250000 Penalty: 4689.102539
	Iteration 11Q: 3 clusters Score -1615846 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1616015.125000 Penalty: 4689.102539
	Iteration 12Q: 3 clusters Score -1616015 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1616130.000000 Penalty: 4689.102539
	Iteration 13Q: 3 clusters Score -1616130 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1616196.625000 Penalty: 4689.102539
	Iteration 14Q: 3 clusters Score -1616197 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1616266.000000 Penalty: 4689.102539
	Iteration 15Q: 3 clusters Score -1616266 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1616319.875000 Penalty: 4689.102539
	Iteration 16Q: 3 clusters Score -1616320 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1616370.000000 Penalty: 4689.102539
	Iteration 17Q: 3 clusters Score -1616370 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1616407.625000 Penalty: 4689.102539
	Iteration 18Q: 3 clusters Score -1616408 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1616459.125000 Penalty: 4689.102539
	Iteration 19Q: 3 clusters Score -1616459 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1616515.875000 Penalty: 4689.102539
	Iteration 20F: 3 clusters Score -1616516 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1616574.500000 Penalty: 4689.102539
	Iteration 21Q: 3 clusters Score -1616574 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1616634.000000 Penalty: 4689.102539
	Iteration 22Q: 3 clusters Score -1616634 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1616677.250000 Penalty: 4689.102539
	Iteration 23Q: 3 clusters Score -1616677 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1616699.750000 Penalty: 4689.102539
	Iteration 24Q: 3 clusters Score -1616700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1616715.375000 Penalty: 4689.102539
	Iteration 25Q: 3 clusters Score -1616715 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1616727.250000 Penalty: 4689.102539
	Iteration 26Q: 3 clusters Score -1616727 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1616740.125000 Penalty: 4689.102539
	Iteration 27Q: 3 clusters Score -1616740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1616744.500000 Penalty: 4689.102539
	Iteration 28Q: 3 clusters Score -1616744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1616750.125000 Penalty: 4689.102539
	Iteration 29Q: 3 clusters Score -1616750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1616757.625000 Penalty: 4689.102539
	Iteration 30Q: 3 clusters Score -1616758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1616766.875000 Penalty: 4689.102539
	Iteration 31Q: 3 clusters Score -1616767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1616768.500000 Penalty: 4689.102539
	Iteration 32Q: 3 clusters Score -1616768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1616775.500000 Penalty: 4689.102539
	Iteration 33Q: 3 clusters Score -1616776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1616772.375000 Penalty: 4689.102539
	Iteration 34Q: 3 clusters Score -1616772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1616785.750000 Penalty: 4689.102539
	Iteration 35Q: 3 clusters Score -1616786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1616789.375000 Penalty: 4689.102539
	Iteration 36Q: 3 clusters Score -1616789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1616791.250000 Penalty: 4689.102539
	Iteration 37Q: 3 clusters Score -1616791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1616799.375000 Penalty: 4689.102539
	Iteration 38Q: 3 clusters Score -1616799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1616797.625000 Penalty: 4689.102539
	Iteration 39Q: 3 clusters Score -1616798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1616803.125000 Penalty: 4689.102539
	Iteration 40F: 3 clusters Score -1616803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1616809.500000 Penalty: 4689.102539
	Iteration 41Q: 3 clusters Score -1616810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1616811.000000 Penalty: 4689.102539
	Iteration 42Q: 3 clusters Score -1616811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1616810.000000 Penalty: 4689.102539
	Iteration 43Q: 3 clusters Score -1616810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1616817.125000 Penalty: 4689.102539
	Iteration 44Q: 3 clusters Score -1616817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1616813.875000 Penalty: 4689.102539
	Iteration 45Q: 3 clusters Score -1616814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1616819.500000 Penalty: 4689.102539
	Iteration 46Q: 3 clusters Score -1616820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1616818.750000 Penalty: 4689.102539
	Iteration 47Q: 3 clusters Score -1616819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1616823.750000 Penalty: 4689.102539
	Iteration 48Q: 3 clusters Score -1616824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1616828.375000 Penalty: 4689.102539
	Iteration 49Q: 3 clusters Score -1616828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1616833.125000 Penalty: 4689.102539
	Iteration 50Q: 3 clusters Score -1616833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1616833.000000 Penalty: 4689.102539
	Iteration 51Q: 3 clusters Score -1616833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1616834.125000 Penalty: 4689.102539
	Iteration 52Q: 3 clusters Score -1616834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1616843.125000 Penalty: 4689.102539
	Iteration 53Q: 3 clusters Score -1616843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1616843.000000 Penalty: 4689.102539
	Iteration 54Q: 3 clusters Score -1616843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1616845.875000 Penalty: 4689.102539
	Iteration 55Q: 3 clusters Score -1616846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1616845.625000 Penalty: 4689.102539
	Iteration 56Q: 3 clusters Score -1616846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1616845.250000 Penalty: 4689.102539
	Iteration 57Q: 3 clusters Score -1616845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1616843.250000 Penalty: 4689.102539
	Iteration 58Q: 3 clusters Score -1616843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1616845.750000 Penalty: 4689.102539
	Iteration 59Q: 3 clusters Score -1616846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1616845.875000 Penalty: 4689.102539
	Iteration 60F: 3 clusters Score -1616846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1616847.750000 Penalty: 4689.102539
	Iteration 61Q: 3 clusters Score -1616848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1616847.750000 Penalty: 4689.102539
	Iteration 62F: 3 clusters Score -1616848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167479 members 
Entering Unmasked Estep 
Score: -21696004.000000 Penalty: 2983.095947
	Iteration 0F: 2 clusters Score -2.1696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83581 members 
Mstep: Class 2 contains 83898 members 
Entering Unmasked Estep 
Score: -21588562.000000 Penalty: 5966.191895
	Iteration 0F: 3 clusters Score -2.158856e+07 nChanged 80057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82152 members 
Mstep: Class 2 contains 85327 members 
Entering Unmasked Estep 
Score: -21633792.000000 Penalty: 5966.191895
	Iteration 1F: 3 clusters Score -2.163379e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81300 members 
Mstep: Class 2 contains 86179 members 
Entering Unmasked Estep 
Score: -21634498.000000 Penalty: 5966.191895
	Iteration 2Q: 3 clusters Score -2.16345e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 87440 members 
Entering Unmasked Estep 
Score: -21635234.000000 Penalty: 5966.191895
	Iteration 3Q: 3 clusters Score -2.163523e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78081 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -21636104.000000 Penalty: 5966.191895
	Iteration 4Q: 3 clusters Score -2.16361e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75119 members 
Mstep: Class 2 contains 92360 members 
Entering Unmasked Estep 
Score: -21637350.000000 Penalty: 5966.191895
	Iteration 5Q: 3 clusters Score -2.163735e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 96875 members 
Entering Unmasked Estep 
Score: -21639222.000000 Penalty: 5966.191895
	Iteration 6Q: 3 clusters Score -2.163922e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63908 members 
Mstep: Class 2 contains 103571 members 
Entering Unmasked Estep 
Score: -21642344.000000 Penalty: 5966.191895
	Iteration 7Q: 3 clusters Score -2.164234e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 113128 members 
Entering Unmasked Estep 
Score: -21648138.000000 Penalty: 5966.191895
	Iteration 8F: 3 clusters Score -2.164814e+07 nChanged 12784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 125852 members 
Entering Unmasked Estep 
Score: -21657800.000000 Penalty: 5966.191895
	Iteration 9F: 3 clusters Score -2.16578e+07 nChanged 14547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 140383 members 
Entering Unmasked Estep 
Score: -21670392.000000 Penalty: 5966.191895
	Iteration 10F: 3 clusters Score -2.167039e+07 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 153089 members 
Entering Unmasked Estep 
Score: -21681838.000000 Penalty: 5966.191895
	Iteration 11F: 3 clusters Score -2.168184e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 161033 members 
Entering Unmasked Estep 
Score: -21688756.000000 Penalty: 5966.191895
	Iteration 12Q: 3 clusters Score -2.168876e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 164759 members 
Entering Unmasked Estep 
Score: -21691698.000000 Penalty: 5966.191895
	Iteration 13Q: 3 clusters Score -2.16917e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 166181 members 
Entering Unmasked Estep 
Score: -21692686.000000 Penalty: 5966.191895
	Iteration 14Q: 3 clusters Score -2.169269e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 166689 members 
Entering Unmasked Estep 
Score: -21693108.000000 Penalty: 5966.191895
	Iteration 15Q: 3 clusters Score -2.169311e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 166856 members 
Entering Unmasked Estep 
Score: -21693276.000000 Penalty: 5966.191895
	Iteration 16Q: 3 clusters Score -2.169328e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 166936 members 
Entering Unmasked Estep 
Score: -21693344.000000 Penalty: 5966.191895
	Iteration 17Q: 3 clusters Score -2.169334e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 166977 members 
Entering Unmasked Estep 
Score: -21693412.000000 Penalty: 5966.191895
	Iteration 18Q: 3 clusters Score -2.169341e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 167000 members 
Entering Unmasked Estep 
Score: -21693450.000000 Penalty: 5966.191895
	Iteration 19Q: 3 clusters Score -2.169345e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 167016 members 
Entering Unmasked Estep 
Score: -21693446.000000 Penalty: 5966.191895
	Iteration 20F: 3 clusters Score -2.169345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 167028 members 
Entering Unmasked Estep 
Score: -21693462.000000 Penalty: 5966.191895
	Iteration 21Q: 3 clusters Score -2.169346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 167040 members 
Entering Unmasked Estep 
Score: -21693482.000000 Penalty: 5966.191895
	Iteration 22Q: 3 clusters Score -2.169348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 167045 members 
Entering Unmasked Estep 
Score: -21693490.000000 Penalty: 5966.191895
	Iteration 23Q: 3 clusters Score -2.169349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 167050 members 
Entering Unmasked Estep 
Score: -21693508.000000 Penalty: 5966.191895
	Iteration 24Q: 3 clusters Score -2.169351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 167054 members 
Entering Unmasked Estep 
Score: -21693510.000000 Penalty: 5966.191895
	Iteration 25Q: 3 clusters Score -2.169351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 167055 members 
Entering Unmasked Estep 
Score: -21693506.000000 Penalty: 5966.191895
	Iteration 26Q: 3 clusters Score -2.169351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 167060 members 
Entering Unmasked Estep 
Score: -21693518.000000 Penalty: 5966.191895
	Iteration 27Q: 3 clusters Score -2.169352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 167067 members 
Entering Unmasked Estep 
Score: -21693526.000000 Penalty: 5966.191895
	Iteration 28Q: 3 clusters Score -2.169353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 167070 members 
Entering Unmasked Estep 
Score: -21693542.000000 Penalty: 5966.191895
	Iteration 29Q: 3 clusters Score -2.169354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 167071 members 
Entering Unmasked Estep 
Score: -21693534.000000 Penalty: 5966.191895
	Iteration 30Q: 3 clusters Score -2.169353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 167073 members 
Entering Unmasked Estep 
Score: -21693532.000000 Penalty: 5966.191895
	Iteration 31Q: 3 clusters Score -2.169353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 167073 members 
Entering Unmasked Estep 
Score: -21693530.000000 Penalty: 5966.191895
	Iteration 32Q: 3 clusters Score -2.169353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 167075 members 
Entering Unmasked Estep 
Score: -21693530.000000 Penalty: 5966.191895
	Iteration 33Q: 3 clusters Score -2.169353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 167076 members 
Entering Unmasked Estep 
Score: -21693522.000000 Penalty: 5966.191895
	Iteration 34Q: 3 clusters Score -2.169352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 167077 members 
Entering Unmasked Estep 
Score: -21693524.000000 Penalty: 5966.191895
	Iteration 35Q: 3 clusters Score -2.169352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 167080 members 
Entering Unmasked Estep 
Score: -21693534.000000 Penalty: 5966.191895
	Iteration 36Q: 3 clusters Score -2.169353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 167082 members 
Entering Unmasked Estep 
Score: -21693542.000000 Penalty: 5966.191895
	Iteration 37Q: 3 clusters Score -2.169354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 167083 members 
Entering Unmasked Estep 
Score: -21693540.000000 Penalty: 5966.191895
	Iteration 38Q: 3 clusters Score -2.169354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 167083 members 
Entering Unmasked Estep 
Score: -21693540.000000 Penalty: 5966.191895
	Iteration 39Q: 3 clusters Score -2.169354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 167082 members 
Entering Unmasked Estep 
Score: -21693546.000000 Penalty: 5966.191895
	Iteration 40F: 3 clusters Score -2.169355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 167083 members 
Entering Unmasked Estep 
Score: -21693546.000000 Penalty: 5966.191895
	Iteration 41Q: 3 clusters Score -2.169355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 167084 members 
Entering Unmasked Estep 
Score: -21693558.000000 Penalty: 5966.191895
	Iteration 42Q: 3 clusters Score -2.169356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 167085 members 
Entering Unmasked Estep 
Score: -21693556.000000 Penalty: 5966.191895
	Iteration 43Q: 3 clusters Score -2.169356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 167085 members 
Entering Unmasked Estep 
Score: -21693556.000000 Penalty: 5966.191895
	Iteration 44F: 3 clusters Score -2.169356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Entering Unmasked Estep 
Score: -2484663.250000 Penalty: 2447.909424
	Iteration 0F: 2 clusters Score -2484663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2471012.000000 Penalty: 4895.818848
	Iteration 0F: 3 clusters Score -2471012 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2475461.750000 Penalty: 4895.818848
	Iteration 1F: 3 clusters Score -2475462 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2475827.000000 Penalty: 4895.818848
	Iteration 2F: 3 clusters Score -2475827 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2476137.250000 Penalty: 4895.818848
	Iteration 3Q: 3 clusters Score -2476137 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2476423.500000 Penalty: 4895.818848
	Iteration 4Q: 3 clusters Score -2476424 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2476696.750000 Penalty: 4895.818848
	Iteration 5Q: 3 clusters Score -2476697 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2476943.500000 Penalty: 4895.818848
	Iteration 6Q: 3 clusters Score -2476944 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2477197.250000 Penalty: 4895.818848
	Iteration 7Q: 3 clusters Score -2477197 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2477540.500000 Penalty: 4895.818848
	Iteration 8Q: 3 clusters Score -2477540 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2478012.000000 Penalty: 4895.818848
	Iteration 9Q: 3 clusters Score -2478012 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2478640.250000 Penalty: 4895.818848
	Iteration 10Q: 3 clusters Score -2478640 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2479351.500000 Penalty: 4895.818848
	Iteration 11F: 3 clusters Score -2479352 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2480119.750000 Penalty: 4895.818848
	Iteration 12Q: 3 clusters Score -2480120 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2480876.250000 Penalty: 4895.818848
	Iteration 13Q: 3 clusters Score -2480876 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2481419.750000 Penalty: 4895.818848
	Iteration 14Q: 3 clusters Score -2481420 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2481778.500000 Penalty: 4895.818848
	Iteration 15Q: 3 clusters Score -2481778 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2481998.000000 Penalty: 4895.818848
	Iteration 16Q: 3 clusters Score -2481998 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2482155.250000 Penalty: 4895.818848
	Iteration 17Q: 3 clusters Score -2482155 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2482285.500000 Penalty: 4895.818848
	Iteration 18Q: 3 clusters Score -2482286 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2482384.500000 Penalty: 4895.818848
	Iteration 19Q: 3 clusters Score -2482384 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2482445.750000 Penalty: 4895.818848
	Iteration 20F: 3 clusters Score -2482446 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2482495.000000 Penalty: 4895.818848
	Iteration 21Q: 3 clusters Score -2482495 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2482534.250000 Penalty: 4895.818848
	Iteration 22Q: 3 clusters Score -2482534 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2482558.500000 Penalty: 4895.818848
	Iteration 23Q: 3 clusters Score -2482558 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2482578.250000 Penalty: 4895.818848
	Iteration 24Q: 3 clusters Score -2482578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2482602.500000 Penalty: 4895.818848
	Iteration 25Q: 3 clusters Score -2482602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2482618.250000 Penalty: 4895.818848
	Iteration 26Q: 3 clusters Score -2482618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2482627.250000 Penalty: 4895.818848
	Iteration 27Q: 3 clusters Score -2482627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2482633.750000 Penalty: 4895.818848
	Iteration 28Q: 3 clusters Score -2482634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2482647.250000 Penalty: 4895.818848
	Iteration 29Q: 3 clusters Score -2482647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2482656.750000 Penalty: 4895.818848
	Iteration 30Q: 3 clusters Score -2482657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2482664.250000 Penalty: 4895.818848
	Iteration 31Q: 3 clusters Score -2482664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2482673.250000 Penalty: 4895.818848
	Iteration 32Q: 3 clusters Score -2482673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2482679.500000 Penalty: 4895.818848
	Iteration 33Q: 3 clusters Score -2482680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2482689.500000 Penalty: 4895.818848
	Iteration 34Q: 3 clusters Score -2482690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2482701.750000 Penalty: 4895.818848
	Iteration 35Q: 3 clusters Score -2482702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2482711.750000 Penalty: 4895.818848
	Iteration 36Q: 3 clusters Score -2482712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2482741.750000 Penalty: 4895.818848
	Iteration 37Q: 3 clusters Score -2482742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2482755.500000 Penalty: 4895.818848
	Iteration 38Q: 3 clusters Score -2482756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2482765.750000 Penalty: 4895.818848
	Iteration 39Q: 3 clusters Score -2482766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2482777.000000 Penalty: 4895.818848
	Iteration 40F: 3 clusters Score -2482777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2482785.000000 Penalty: 4895.818848
	Iteration 41Q: 3 clusters Score -2482785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2482801.000000 Penalty: 4895.818848
	Iteration 42Q: 3 clusters Score -2482801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2482813.000000 Penalty: 4895.818848
	Iteration 43Q: 3 clusters Score -2482813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2482833.500000 Penalty: 4895.818848
	Iteration 44Q: 3 clusters Score -2482834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2482856.250000 Penalty: 4895.818848
	Iteration 45Q: 3 clusters Score -2482856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2482873.250000 Penalty: 4895.818848
	Iteration 46Q: 3 clusters Score -2482873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2482889.500000 Penalty: 4895.818848
	Iteration 47Q: 3 clusters Score -2482890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2482898.250000 Penalty: 4895.818848
	Iteration 48Q: 3 clusters Score -2482898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2482922.000000 Penalty: 4895.818848
	Iteration 49Q: 3 clusters Score -2482922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2482939.250000 Penalty: 4895.818848
	Iteration 50Q: 3 clusters Score -2482939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2482950.500000 Penalty: 4895.818848
	Iteration 51Q: 3 clusters Score -2482950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2482948.000000 Penalty: 4895.818848
	Iteration 52Q: 3 clusters Score -2482948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2482955.000000 Penalty: 4895.818848
	Iteration 53Q: 3 clusters Score -2482955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2482954.000000 Penalty: 4895.818848
	Iteration 54Q: 3 clusters Score -2482954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2482957.500000 Penalty: 4895.818848
	Iteration 55Q: 3 clusters Score -2482958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2482960.000000 Penalty: 4895.818848
	Iteration 56Q: 3 clusters Score -2482960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2482959.750000 Penalty: 4895.818848
	Iteration 57Q: 3 clusters Score -2482960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2482962.250000 Penalty: 4895.818848
	Iteration 58Q: 3 clusters Score -2482962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2482964.500000 Penalty: 4895.818848
	Iteration 59Q: 3 clusters Score -2482964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2482963.500000 Penalty: 4895.818848
	Iteration 60F: 3 clusters Score -2482964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2482970.000000 Penalty: 4895.818848
	Iteration 61Q: 3 clusters Score -2482970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2482971.000000 Penalty: 4895.818848
	Iteration 62Q: 3 clusters Score -2482971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2482972.750000 Penalty: 4895.818848
	Iteration 63Q: 3 clusters Score -2482973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2482978.500000 Penalty: 4895.818848
	Iteration 64Q: 3 clusters Score -2482978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2482982.750000 Penalty: 4895.818848
	Iteration 65Q: 3 clusters Score -2482983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2482983.250000 Penalty: 4895.818848
	Iteration 66Q: 3 clusters Score -2482983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2482983.250000 Penalty: 4895.818848
	Iteration 67F: 3 clusters Score -2482983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Entering Unmasked Estep 
Score: -649192.062500 Penalty: 2114.092285
	Iteration 0F: 2 clusters Score -649192.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -644664.187500 Penalty: 4228.184570
	Iteration 0F: 3 clusters Score -644664.2 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -645666.000000 Penalty: 4228.184570
	Iteration 1F: 3 clusters Score -645666 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -645864.750000 Penalty: 4228.184570
	Iteration 2F: 3 clusters Score -645864.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -645997.375000 Penalty: 4228.184570
	Iteration 3F: 3 clusters Score -645997.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -646079.625000 Penalty: 4228.184570
	Iteration 4Q: 3 clusters Score -646079.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -646153.000000 Penalty: 4228.184570
	Iteration 5Q: 3 clusters Score -646153 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -646215.750000 Penalty: 4228.184570
	Iteration 6Q: 3 clusters Score -646215.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -646250.250000 Penalty: 4228.184570
	Iteration 7Q: 3 clusters Score -646250.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -646277.312500 Penalty: 4228.184570
	Iteration 8Q: 3 clusters Score -646277.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -646293.250000 Penalty: 4228.184570
	Iteration 9Q: 3 clusters Score -646293.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -646309.625000 Penalty: 4228.184570
	Iteration 10Q: 3 clusters Score -646309.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -646318.562500 Penalty: 4228.184570
	Iteration 11Q: 3 clusters Score -646318.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -646330.562500 Penalty: 4228.184570
	Iteration 12Q: 3 clusters Score -646330.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -646339.437500 Penalty: 4228.184570
	Iteration 13Q: 3 clusters Score -646339.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -646349.562500 Penalty: 4228.184570
	Iteration 14Q: 3 clusters Score -646349.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -646357.062500 Penalty: 4228.184570
	Iteration 15Q: 3 clusters Score -646357.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -646359.937500 Penalty: 4228.184570
	Iteration 16Q: 3 clusters Score -646359.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -646362.187500 Penalty: 4228.184570
	Iteration 17Q: 3 clusters Score -646362.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -646365.312500 Penalty: 4228.184570
	Iteration 18Q: 3 clusters Score -646365.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -646368.812500 Penalty: 4228.184570
	Iteration 19Q: 3 clusters Score -646368.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -646372.562500 Penalty: 4228.184570
	Iteration 20F: 3 clusters Score -646372.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -646375.750000 Penalty: 4228.184570
	Iteration 21Q: 3 clusters Score -646375.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -646379.750000 Penalty: 4228.184570
	Iteration 22Q: 3 clusters Score -646379.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -646383.562500 Penalty: 4228.184570
	Iteration 23Q: 3 clusters Score -646383.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -646385.000000 Penalty: 4228.184570
	Iteration 24Q: 3 clusters Score -646385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -646386.937500 Penalty: 4228.184570
	Iteration 25Q: 3 clusters Score -646386.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -646390.187500 Penalty: 4228.184570
	Iteration 26Q: 3 clusters Score -646390.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -646391.187500 Penalty: 4228.184570
	Iteration 27Q: 3 clusters Score -646391.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -646391.562500 Penalty: 4228.184570
	Iteration 28Q: 3 clusters Score -646391.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -646392.312500 Penalty: 4228.184570
	Iteration 29Q: 3 clusters Score -646392.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -646391.812500 Penalty: 4228.184570
	Iteration 30Q: 3 clusters Score -646391.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -646394.875000 Penalty: 4228.184570
	Iteration 31Q: 3 clusters Score -646394.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -646396.375000 Penalty: 4228.184570
	Iteration 32Q: 3 clusters Score -646396.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -646397.062500 Penalty: 4228.184570
	Iteration 33Q: 3 clusters Score -646397.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -646400.250000 Penalty: 4228.184570
	Iteration 34Q: 3 clusters Score -646400.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -646403.812500 Penalty: 4228.184570
	Iteration 35Q: 3 clusters Score -646403.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -646404.875000 Penalty: 4228.184570
	Iteration 36Q: 3 clusters Score -646404.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -646406.625000 Penalty: 4228.184570
	Iteration 37Q: 3 clusters Score -646406.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -646408.500000 Penalty: 4228.184570
	Iteration 38Q: 3 clusters Score -646408.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -646410.062500 Penalty: 4228.184570
	Iteration 39Q: 3 clusters Score -646410.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -646411.562500 Penalty: 4228.184570
	Iteration 40F: 3 clusters Score -646411.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -646414.687500 Penalty: 4228.184570
	Iteration 41Q: 3 clusters Score -646414.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -646416.625000 Penalty: 4228.184570
	Iteration 42Q: 3 clusters Score -646416.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -646417.625000 Penalty: 4228.184570
	Iteration 43Q: 3 clusters Score -646417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -646417.750000 Penalty: 4228.184570
	Iteration 44Q: 3 clusters Score -646417.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -646421.125000 Penalty: 4228.184570
	Iteration 45Q: 3 clusters Score -646421.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -646420.125000 Penalty: 4228.184570
	Iteration 46Q: 3 clusters Score -646420.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -646420.500000 Penalty: 4228.184570
	Iteration 47Q: 3 clusters Score -646420.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -646422.000000 Penalty: 4228.184570
	Iteration 48Q: 3 clusters Score -646422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -646422.437500 Penalty: 4228.184570
	Iteration 49Q: 3 clusters Score -646422.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -646422.250000 Penalty: 4228.184570
	Iteration 50Q: 3 clusters Score -646422.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -646421.750000 Penalty: 4228.184570
	Iteration 51Q: 3 clusters Score -646421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -646421.750000 Penalty: 4228.184570
	Iteration 52F: 3 clusters Score -646421.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Entering Unmasked Estep 
Score: -6961293.500000 Penalty: 2715.800049
	Iteration 0F: 2 clusters Score -6961294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -6923063.000000 Penalty: 5431.600098
	Iteration 0F: 3 clusters Score -6923063 nChanged 26424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -6938197.000000 Penalty: 5431.600098
	Iteration 1F: 3 clusters Score -6938197 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -6939106.500000 Penalty: 5431.600098
	Iteration 2Q: 3 clusters Score -6939106 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -6940205.000000 Penalty: 5431.600098
	Iteration 3Q: 3 clusters Score -6940205 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -6941256.500000 Penalty: 5431.600098
	Iteration 4Q: 3 clusters Score -6941256 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -6942643.000000 Penalty: 5431.600098
	Iteration 5F: 3 clusters Score -6942643 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -6944139.500000 Penalty: 5431.600098
	Iteration 6F: 3 clusters Score -6944140 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -6945672.500000 Penalty: 5431.600098
	Iteration 7F: 3 clusters Score -6945672 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -6947417.000000 Penalty: 5431.600098
	Iteration 8F: 3 clusters Score -6947417 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -6949078.500000 Penalty: 5431.600098
	Iteration 9Q: 3 clusters Score -6949078 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -6950810.000000 Penalty: 5431.600098
	Iteration 10Q: 3 clusters Score -6950810 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -6952381.500000 Penalty: 5431.600098
	Iteration 11Q: 3 clusters Score -6952382 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -6953596.000000 Penalty: 5431.600098
	Iteration 12Q: 3 clusters Score -6953596 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -6954516.000000 Penalty: 5431.600098
	Iteration 13Q: 3 clusters Score -6954516 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -6955173.500000 Penalty: 5431.600098
	Iteration 14Q: 3 clusters Score -6955174 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -6955699.000000 Penalty: 5431.600098
	Iteration 15Q: 3 clusters Score -6955699 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -6956135.500000 Penalty: 5431.600098
	Iteration 16Q: 3 clusters Score -6956136 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -6956559.000000 Penalty: 5431.600098
	Iteration 17Q: 3 clusters Score -6956559 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -6957011.000000 Penalty: 5431.600098
	Iteration 18Q: 3 clusters Score -6957011 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -6957407.000000 Penalty: 5431.600098
	Iteration 19Q: 3 clusters Score -6957407 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -6957830.000000 Penalty: 5431.600098
	Iteration 20F: 3 clusters Score -6957830 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -6958178.000000 Penalty: 5431.600098
	Iteration 21Q: 3 clusters Score -6958178 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -6958450.500000 Penalty: 5431.600098
	Iteration 22Q: 3 clusters Score -6958450 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -6958645.500000 Penalty: 5431.600098
	Iteration 23Q: 3 clusters Score -6958646 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -6958839.000000 Penalty: 5431.600098
	Iteration 24Q: 3 clusters Score -6958839 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -6958975.000000 Penalty: 5431.600098
	Iteration 25Q: 3 clusters Score -6958975 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -6959109.500000 Penalty: 5431.600098
	Iteration 26Q: 3 clusters Score -6959110 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -6959193.000000 Penalty: 5431.600098
	Iteration 27Q: 3 clusters Score -6959193 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -6959311.000000 Penalty: 5431.600098
	Iteration 28Q: 3 clusters Score -6959311 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -6959398.000000 Penalty: 5431.600098
	Iteration 29Q: 3 clusters Score -6959398 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -6959457.000000 Penalty: 5431.600098
	Iteration 30Q: 3 clusters Score -6959457 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -6959493.500000 Penalty: 5431.600098
	Iteration 31Q: 3 clusters Score -6959494 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -6959558.500000 Penalty: 5431.600098
	Iteration 32Q: 3 clusters Score -6959558 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -6959596.500000 Penalty: 5431.600098
	Iteration 33Q: 3 clusters Score -6959596 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -6959631.500000 Penalty: 5431.600098
	Iteration 34Q: 3 clusters Score -6959632 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -6959650.500000 Penalty: 5431.600098
	Iteration 35Q: 3 clusters Score -6959650 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -6959665.000000 Penalty: 5431.600098
	Iteration 36Q: 3 clusters Score -6959665 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -6959662.500000 Penalty: 5431.600098
	Iteration 37Q: 3 clusters Score -6959662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -6959678.000000 Penalty: 5431.600098
	Iteration 38Q: 3 clusters Score -6959678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -6959697.000000 Penalty: 5431.600098
	Iteration 39Q: 3 clusters Score -6959697 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -6959713.500000 Penalty: 5431.600098
	Iteration 40F: 3 clusters Score -6959714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 54225 members 
Entering Unmasked Estep 
Score: -6959709.500000 Penalty: 5431.600098
	Iteration 41Q: 3 clusters Score -6959710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -6959711.000000 Penalty: 5431.600098
	Iteration 42Q: 3 clusters Score -6959711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 54266 members 
Entering Unmasked Estep 
Score: -6959705.500000 Penalty: 5431.600098
	Iteration 43Q: 3 clusters Score -6959706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -6959705.500000 Penalty: 5431.600098
	Iteration 44Q: 3 clusters Score -6959706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
Score: -6959710.500000 Penalty: 5431.600098
	Iteration 45Q: 3 clusters Score -6959710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -6959721.000000 Penalty: 5431.600098
	Iteration 46Q: 3 clusters Score -6959721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -6959720.500000 Penalty: 5431.600098
	Iteration 47Q: 3 clusters Score -6959720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -6959718.000000 Penalty: 5431.600098
	Iteration 48Q: 3 clusters Score -6959718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -6959721.500000 Penalty: 5431.600098
	Iteration 49Q: 3 clusters Score -6959722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -6959717.500000 Penalty: 5431.600098
	Iteration 50Q: 3 clusters Score -6959718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -6959716.000000 Penalty: 5431.600098
	Iteration 51Q: 3 clusters Score -6959716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -6959719.500000 Penalty: 5431.600098
	Iteration 52Q: 3 clusters Score -6959720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -6959716.500000 Penalty: 5431.600098
	Iteration 53Q: 3 clusters Score -6959716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -6959718.000000 Penalty: 5431.600098
	Iteration 54Q: 3 clusters Score -6959718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -6959727.000000 Penalty: 5431.600098
	Iteration 55Q: 3 clusters Score -6959727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 54425 members 
Entering Unmasked Estep 
Score: -6959731.000000 Penalty: 5431.600098
	Iteration 56Q: 3 clusters Score -6959731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -6959730.000000 Penalty: 5431.600098
	Iteration 57Q: 3 clusters Score -6959730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -6959730.500000 Penalty: 5431.600098
	Iteration 58Q: 3 clusters Score -6959730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -6959730.500000 Penalty: 5431.600098
	Iteration 59Q: 3 clusters Score -6959730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 54478 members 
Entering Unmasked Estep 
Score: -6959725.000000 Penalty: 5431.600098
	Iteration 60F: 3 clusters Score -6959725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
Score: -6959719.500000 Penalty: 5431.600098
	Iteration 61Q: 3 clusters Score -6959720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -6959723.000000 Penalty: 5431.600098
	Iteration 62Q: 3 clusters Score -6959723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -6959723.000000 Penalty: 5431.600098
	Iteration 63Q: 3 clusters Score -6959723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 54495 members 
Entering Unmasked Estep 
Score: -6959728.000000 Penalty: 5431.600098
	Iteration 64Q: 3 clusters Score -6959728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 54497 members 
Entering Unmasked Estep 
Score: -6959726.500000 Penalty: 5431.600098
	Iteration 65Q: 3 clusters Score -6959726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -6959732.000000 Penalty: 5431.600098
	Iteration 66Q: 3 clusters Score -6959732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -6959729.000000 Penalty: 5431.600098
	Iteration 67Q: 3 clusters Score -6959729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -6959721.500000 Penalty: 5431.600098
	Iteration 68Q: 3 clusters Score -6959722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -6959722.500000 Penalty: 5431.600098
	Iteration 69Q: 3 clusters Score -6959722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -6959721.000000 Penalty: 5431.600098
	Iteration 70Q: 3 clusters Score -6959721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -6959721.000000 Penalty: 5431.600098
	Iteration 71F: 3 clusters Score -6959721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Entering Unmasked Estep 
Score: -1803512.000000 Penalty: 2383.891846
	Iteration 0F: 2 clusters Score -1803512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1792808.750000 Penalty: 4767.783691
	Iteration 0F: 3 clusters Score -1792809 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1796289.250000 Penalty: 4767.783691
	Iteration 1F: 3 clusters Score -1796289 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1796740.250000 Penalty: 4767.783691
	Iteration 2F: 3 clusters Score -1796740 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1797150.500000 Penalty: 4767.783691
	Iteration 3F: 3 clusters Score -1797150 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1797537.625000 Penalty: 4767.783691
	Iteration 4F: 3 clusters Score -1797538 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1798010.750000 Penalty: 4767.783691
	Iteration 5Q: 3 clusters Score -1798011 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1798626.000000 Penalty: 4767.783691
	Iteration 6F: 3 clusters Score -1798626 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1799354.875000 Penalty: 4767.783691
	Iteration 7F: 3 clusters Score -1799355 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1800037.125000 Penalty: 4767.783691
	Iteration 8F: 3 clusters Score -1800037 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1800593.500000 Penalty: 4767.783691
	Iteration 9F: 3 clusters Score -1800594 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1800952.500000 Penalty: 4767.783691
	Iteration 10Q: 3 clusters Score -1800952 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1801175.375000 Penalty: 4767.783691
	Iteration 11Q: 3 clusters Score -1801175 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1801326.000000 Penalty: 4767.783691
	Iteration 12Q: 3 clusters Score -1801326 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1801465.375000 Penalty: 4767.783691
	Iteration 13Q: 3 clusters Score -1801465 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1801576.500000 Penalty: 4767.783691
	Iteration 14Q: 3 clusters Score -1801576 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1801697.000000 Penalty: 4767.783691
	Iteration 15Q: 3 clusters Score -1801697 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1801807.750000 Penalty: 4767.783691
	Iteration 16Q: 3 clusters Score -1801808 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1801891.875000 Penalty: 4767.783691
	Iteration 17Q: 3 clusters Score -1801892 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1801952.875000 Penalty: 4767.783691
	Iteration 18Q: 3 clusters Score -1801953 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1802011.000000 Penalty: 4767.783691
	Iteration 19Q: 3 clusters Score -1802011 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1802054.375000 Penalty: 4767.783691
	Iteration 20F: 3 clusters Score -1802054 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1802076.250000 Penalty: 4767.783691
	Iteration 21Q: 3 clusters Score -1802076 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1802097.750000 Penalty: 4767.783691
	Iteration 22Q: 3 clusters Score -1802098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1802112.750000 Penalty: 4767.783691
	Iteration 23Q: 3 clusters Score -1802113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1802117.375000 Penalty: 4767.783691
	Iteration 24Q: 3 clusters Score -1802117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1802114.000000 Penalty: 4767.783691
	Iteration 25Q: 3 clusters Score -1802114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1802117.625000 Penalty: 4767.783691
	Iteration 26Q: 3 clusters Score -1802118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1802125.250000 Penalty: 4767.783691
	Iteration 27Q: 3 clusters Score -1802125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1802128.625000 Penalty: 4767.783691
	Iteration 28Q: 3 clusters Score -1802129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1802135.625000 Penalty: 4767.783691
	Iteration 29Q: 3 clusters Score -1802136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1802142.000000 Penalty: 4767.783691
	Iteration 30Q: 3 clusters Score -1802142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1802144.500000 Penalty: 4767.783691
	Iteration 31Q: 3 clusters Score -1802144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1802152.250000 Penalty: 4767.783691
	Iteration 32Q: 3 clusters Score -1802152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1802155.625000 Penalty: 4767.783691
	Iteration 33Q: 3 clusters Score -1802156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1802155.625000 Penalty: 4767.783691
	Iteration 34Q: 3 clusters Score -1802156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1802157.500000 Penalty: 4767.783691
	Iteration 35Q: 3 clusters Score -1802158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1802157.625000 Penalty: 4767.783691
	Iteration 36Q: 3 clusters Score -1802158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1802157.500000 Penalty: 4767.783691
	Iteration 37Q: 3 clusters Score -1802158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1802157.500000 Penalty: 4767.783691
	Iteration 38F: 3 clusters Score -1802158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97726 members 
Entering Unmasked Estep 
Score: -12677294.000000 Penalty: 2849.500732
	Iteration 0F: 2 clusters Score -1.267729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -12612098.000000 Penalty: 5699.001465
	Iteration 0F: 3 clusters Score -1.26121e+07 nChanged 46104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -12638064.000000 Penalty: 5699.001465
	Iteration 1F: 3 clusters Score -1.263806e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -12638911.000000 Penalty: 5699.001465
	Iteration 2Q: 3 clusters Score -1.263891e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52902 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -12640062.000000 Penalty: 5699.001465
	Iteration 3Q: 3 clusters Score -1.264006e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -12641744.000000 Penalty: 5699.001465
	Iteration 4Q: 3 clusters Score -1.264174e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -12644409.000000 Penalty: 5699.001465
	Iteration 5F: 3 clusters Score -1.264441e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -12648242.000000 Penalty: 5699.001465
	Iteration 6F: 3 clusters Score -1.264824e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -12652855.000000 Penalty: 5699.001465
	Iteration 7F: 3 clusters Score -1.265286e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77025 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -12658074.000000 Penalty: 5699.001465
	Iteration 8F: 3 clusters Score -1.265807e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83215 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -12663327.000000 Penalty: 5699.001465
	Iteration 9F: 3 clusters Score -1.266333e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88552 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -12667875.000000 Penalty: 5699.001465
	Iteration 10F: 3 clusters Score -1.266788e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92459 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -12671313.000000 Penalty: 5699.001465
	Iteration 11Q: 3 clusters Score -1.267131e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94803 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -12673179.000000 Penalty: 5699.001465
	Iteration 12Q: 3 clusters Score -1.267318e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95967 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -12674090.000000 Penalty: 5699.001465
	Iteration 13Q: 3 clusters Score -1.267409e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96550 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -12674503.000000 Penalty: 5699.001465
	Iteration 14Q: 3 clusters Score -1.26745e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96819 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -12674719.000000 Penalty: 5699.001465
	Iteration 15Q: 3 clusters Score -1.267472e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96946 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -12674796.000000 Penalty: 5699.001465
	Iteration 16Q: 3 clusters Score -1.26748e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97022 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -12674848.000000 Penalty: 5699.001465
	Iteration 17Q: 3 clusters Score -1.267485e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97056 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -12674877.000000 Penalty: 5699.001465
	Iteration 18Q: 3 clusters Score -1.267488e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97084 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -12674901.000000 Penalty: 5699.001465
	Iteration 19Q: 3 clusters Score -1.26749e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97102 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -12674909.000000 Penalty: 5699.001465
	Iteration 20F: 3 clusters Score -1.267491e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97114 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -12674925.000000 Penalty: 5699.001465
	Iteration 21Q: 3 clusters Score -1.267492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97128 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -12674945.000000 Penalty: 5699.001465
	Iteration 22Q: 3 clusters Score -1.267494e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97139 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -12674950.000000 Penalty: 5699.001465
	Iteration 23Q: 3 clusters Score -1.267495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -12674951.000000 Penalty: 5699.001465
	Iteration 24Q: 3 clusters Score -1.267495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97153 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -12674950.000000 Penalty: 5699.001465
	Iteration 25Q: 3 clusters Score -1.267495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97157 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -12674948.000000 Penalty: 5699.001465
	Iteration 26Q: 3 clusters Score -1.267495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97157 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -12674948.000000 Penalty: 5699.001465
	Iteration 27Q: 3 clusters Score -1.267495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97157 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -12674948.000000 Penalty: 5699.001465
	Iteration 28F: 3 clusters Score -1.267495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -92045.257812 Penalty: 1676.007446
	Iteration 0F: 2 clusters Score -92045.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -90331.335938 Penalty: 3352.014893
	Iteration 0F: 3 clusters Score -90331.34 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90812.062500 Penalty: 3352.014893
	Iteration 1F: 3 clusters Score -90812.06 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -90994.359375 Penalty: 3352.014893
	Iteration 2F: 3 clusters Score -90994.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -91132.914062 Penalty: 3352.014893
	Iteration 3Q: 3 clusters Score -91132.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -91240.914062 Penalty: 3352.014893
	Iteration 4Q: 3 clusters Score -91240.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -91292.539062 Penalty: 3352.014893
	Iteration 5Q: 3 clusters Score -91292.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -91342.070312 Penalty: 3352.014893
	Iteration 6Q: 3 clusters Score -91342.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -91391.773438 Penalty: 3352.014893
	Iteration 7Q: 3 clusters Score -91391.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91460.859375 Penalty: 3352.014893
	Iteration 8Q: 3 clusters Score -91460.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91499.312500 Penalty: 3352.014893
	Iteration 9Q: 3 clusters Score -91499.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -91559.164062 Penalty: 3352.014893
	Iteration 10Q: 3 clusters Score -91559.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -91593.406250 Penalty: 3352.014893
	Iteration 11Q: 3 clusters Score -91593.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -91621.828125 Penalty: 3352.014893
	Iteration 12Q: 3 clusters Score -91621.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -91648.960938 Penalty: 3352.014893
	Iteration 13Q: 3 clusters Score -91648.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -91681.875000 Penalty: 3352.014893
	Iteration 14Q: 3 clusters Score -91681.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -91701.312500 Penalty: 3352.014893
	Iteration 15Q: 3 clusters Score -91701.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -91721.250000 Penalty: 3352.014893
	Iteration 16Q: 3 clusters Score -91721.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -91735.375000 Penalty: 3352.014893
	Iteration 17Q: 3 clusters Score -91735.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -91745.601562 Penalty: 3352.014893
	Iteration 18Q: 3 clusters Score -91745.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -91751.296875 Penalty: 3352.014893
	Iteration 19Q: 3 clusters Score -91751.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -91758.789062 Penalty: 3352.014893
	Iteration 20F: 3 clusters Score -91758.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -91822.031250 Penalty: 3352.014893
	Iteration 21Q: 3 clusters Score -91822.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -91833.070312 Penalty: 3352.014893
	Iteration 22Q: 3 clusters Score -91833.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -91844.718750 Penalty: 3352.014893
	Iteration 23Q: 3 clusters Score -91844.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -91858.882812 Penalty: 3352.014893
	Iteration 24Q: 3 clusters Score -91858.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -91865.851562 Penalty: 3352.014893
	Iteration 25Q: 3 clusters Score -91865.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -91873.789062 Penalty: 3352.014893
	Iteration 26Q: 3 clusters Score -91873.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -91883.062500 Penalty: 3352.014893
	Iteration 27Q: 3 clusters Score -91883.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -91900.507812 Penalty: 3352.014893
	Iteration 28Q: 3 clusters Score -91900.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -91929.773438 Penalty: 3352.014893
	Iteration 29Q: 3 clusters Score -91929.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -91957.593750 Penalty: 3352.014893
	Iteration 30Q: 3 clusters Score -91957.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -91977.843750 Penalty: 3352.014893
	Iteration 31Q: 3 clusters Score -91977.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -91998.796875 Penalty: 3352.014893
	Iteration 32Q: 3 clusters Score -91998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -92012.750000 Penalty: 3352.014893
	Iteration 33Q: 3 clusters Score -92012.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -92029.554688 Penalty: 3352.014893
	Iteration 34Q: 3 clusters Score -92029.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -92032.687500 Penalty: 3352.014893
	Iteration 35Q: 3 clusters Score -92032.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -92034.429688 Penalty: 3352.014893
	Iteration 36Q: 3 clusters Score -92034.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -92034.429688 Penalty: 3352.014893
	Iteration 37F: 3 clusters Score -92034.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Entering Unmasked Estep 
Score: -2529522.500000 Penalty: 2452.920166
	Iteration 0F: 2 clusters Score -2529522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2515498.500000 Penalty: 4905.840332
	Iteration 0F: 3 clusters Score -2515498 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2520149.750000 Penalty: 4905.840332
	Iteration 1F: 3 clusters Score -2520150 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2520530.250000 Penalty: 4905.840332
	Iteration 2F: 3 clusters Score -2520530 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2520830.750000 Penalty: 4905.840332
	Iteration 3Q: 3 clusters Score -2520831 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2521111.000000 Penalty: 4905.840332
	Iteration 4Q: 3 clusters Score -2521111 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2521415.000000 Penalty: 4905.840332
	Iteration 5Q: 3 clusters Score -2521415 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2521734.750000 Penalty: 4905.840332
	Iteration 6Q: 3 clusters Score -2521735 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2522101.750000 Penalty: 4905.840332
	Iteration 7Q: 3 clusters Score -2522102 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2522481.500000 Penalty: 4905.840332
	Iteration 8Q: 3 clusters Score -2522482 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2522942.000000 Penalty: 4905.840332
	Iteration 9Q: 3 clusters Score -2522942 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2523412.250000 Penalty: 4905.840332
	Iteration 10Q: 3 clusters Score -2523412 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2523889.750000 Penalty: 4905.840332
	Iteration 11Q: 3 clusters Score -2523890 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2524363.500000 Penalty: 4905.840332
	Iteration 12Q: 3 clusters Score -2524364 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2524783.250000 Penalty: 4905.840332
	Iteration 13Q: 3 clusters Score -2524783 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2525147.500000 Penalty: 4905.840332
	Iteration 14Q: 3 clusters Score -2525148 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2525484.750000 Penalty: 4905.840332
	Iteration 15Q: 3 clusters Score -2525485 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2525715.000000 Penalty: 4905.840332
	Iteration 16Q: 3 clusters Score -2525715 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2525929.750000 Penalty: 4905.840332
	Iteration 17Q: 3 clusters Score -2525930 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2526124.500000 Penalty: 4905.840332
	Iteration 18Q: 3 clusters Score -2526124 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2526294.250000 Penalty: 4905.840332
	Iteration 19Q: 3 clusters Score -2526294 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2526407.750000 Penalty: 4905.840332
	Iteration 20F: 3 clusters Score -2526408 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2526537.500000 Penalty: 4905.840332
	Iteration 21Q: 3 clusters Score -2526538 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2526629.500000 Penalty: 4905.840332
	Iteration 22Q: 3 clusters Score -2526630 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2526707.250000 Penalty: 4905.840332
	Iteration 23Q: 3 clusters Score -2526707 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2526770.250000 Penalty: 4905.840332
	Iteration 24Q: 3 clusters Score -2526770 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2526843.000000 Penalty: 4905.840332
	Iteration 25Q: 3 clusters Score -2526843 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2526917.750000 Penalty: 4905.840332
	Iteration 26Q: 3 clusters Score -2526918 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2526984.250000 Penalty: 4905.840332
	Iteration 27Q: 3 clusters Score -2526984 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2527034.000000 Penalty: 4905.840332
	Iteration 28Q: 3 clusters Score -2527034 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2527092.750000 Penalty: 4905.840332
	Iteration 29Q: 3 clusters Score -2527093 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2527136.750000 Penalty: 4905.840332
	Iteration 30Q: 3 clusters Score -2527137 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2527180.000000 Penalty: 4905.840332
	Iteration 31Q: 3 clusters Score -2527180 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2527217.000000 Penalty: 4905.840332
	Iteration 32Q: 3 clusters Score -2527217 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2527250.000000 Penalty: 4905.840332
	Iteration 33Q: 3 clusters Score -2527250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2527274.750000 Penalty: 4905.840332
	Iteration 34Q: 3 clusters Score -2527275 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2527299.250000 Penalty: 4905.840332
	Iteration 35Q: 3 clusters Score -2527299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2527323.500000 Penalty: 4905.840332
	Iteration 36Q: 3 clusters Score -2527324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2527353.750000 Penalty: 4905.840332
	Iteration 37Q: 3 clusters Score -2527354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2527365.500000 Penalty: 4905.840332
	Iteration 38Q: 3 clusters Score -2527366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2527378.000000 Penalty: 4905.840332
	Iteration 39Q: 3 clusters Score -2527378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2527387.500000 Penalty: 4905.840332
	Iteration 40F: 3 clusters Score -2527388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2527403.000000 Penalty: 4905.840332
	Iteration 41Q: 3 clusters Score -2527403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2527414.500000 Penalty: 4905.840332
	Iteration 42Q: 3 clusters Score -2527414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2527428.750000 Penalty: 4905.840332
	Iteration 43Q: 3 clusters Score -2527429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2527439.750000 Penalty: 4905.840332
	Iteration 44Q: 3 clusters Score -2527440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2527444.750000 Penalty: 4905.840332
	Iteration 45Q: 3 clusters Score -2527445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2527449.500000 Penalty: 4905.840332
	Iteration 46Q: 3 clusters Score -2527450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2527452.250000 Penalty: 4905.840332
	Iteration 47Q: 3 clusters Score -2527452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2527459.750000 Penalty: 4905.840332
	Iteration 48Q: 3 clusters Score -2527460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2527464.250000 Penalty: 4905.840332
	Iteration 49Q: 3 clusters Score -2527464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2527464.250000 Penalty: 4905.840332
	Iteration 50Q: 3 clusters Score -2527464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2527471.500000 Penalty: 4905.840332
	Iteration 51Q: 3 clusters Score -2527472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2527474.250000 Penalty: 4905.840332
	Iteration 52Q: 3 clusters Score -2527474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2527480.500000 Penalty: 4905.840332
	Iteration 53Q: 3 clusters Score -2527480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2527478.250000 Penalty: 4905.840332
	Iteration 54Q: 3 clusters Score -2527478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2527480.000000 Penalty: 4905.840332
	Iteration 55Q: 3 clusters Score -2527480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2527484.250000 Penalty: 4905.840332
	Iteration 56Q: 3 clusters Score -2527484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2527487.500000 Penalty: 4905.840332
	Iteration 57Q: 3 clusters Score -2527488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2527487.500000 Penalty: 4905.840332
	Iteration 58F: 3 clusters Score -2527488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62182 members 
Entering Unmasked Estep 
Score: -8065352.500000 Penalty: 2737.379639
	Iteration 0F: 2 clusters Score -8065352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -8023455.500000 Penalty: 5474.759277
	Iteration 0F: 3 clusters Score -8023456 nChanged 29092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -8039313.500000 Penalty: 5474.759277
	Iteration 1F: 3 clusters Score -8039314 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -8039946.000000 Penalty: 5474.759277
	Iteration 2Q: 3 clusters Score -8039946 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -8040668.000000 Penalty: 5474.759277
	Iteration 3Q: 3 clusters Score -8040668 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -8041697.500000 Penalty: 5474.759277
	Iteration 4Q: 3 clusters Score -8041698 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -8043239.500000 Penalty: 5474.759277
	Iteration 5Q: 3 clusters Score -8043240 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -8045677.000000 Penalty: 5474.759277
	Iteration 6F: 3 clusters Score -8045677 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -8049312.500000 Penalty: 5474.759277
	Iteration 7F: 3 clusters Score -8049312 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -8053438.000000 Penalty: 5474.759277
	Iteration 8F: 3 clusters Score -8053438 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -8057334.000000 Penalty: 5474.759277
	Iteration 9F: 3 clusters Score -8057334 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -8060066.500000 Penalty: 5474.759277
	Iteration 10Q: 3 clusters Score -8060066 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -8061595.000000 Penalty: 5474.759277
	Iteration 11Q: 3 clusters Score -8061595 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -8062368.500000 Penalty: 5474.759277
	Iteration 12Q: 3 clusters Score -8062368 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -8062774.500000 Penalty: 5474.759277
	Iteration 13Q: 3 clusters Score -8062774 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -8063035.000000 Penalty: 5474.759277
	Iteration 14Q: 3 clusters Score -8063035 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -8063189.000000 Penalty: 5474.759277
	Iteration 15Q: 3 clusters Score -8063189 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 60874 members 
Entering Unmasked Estep 
Score: -8063277.500000 Penalty: 5474.759277
	Iteration 16Q: 3 clusters Score -8063278 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -8063329.500000 Penalty: 5474.759277
	Iteration 17Q: 3 clusters Score -8063330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 60919 members 
Entering Unmasked Estep 
Score: -8063350.000000 Penalty: 5474.759277
	Iteration 18Q: 3 clusters Score -8063350 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 60923 members 
Entering Unmasked Estep 
Score: -8063369.000000 Penalty: 5474.759277
	Iteration 19Q: 3 clusters Score -8063369 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 60939 members 
Entering Unmasked Estep 
Score: -8063383.000000 Penalty: 5474.759277
	Iteration 20F: 3 clusters Score -8063383 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -8063393.500000 Penalty: 5474.759277
	Iteration 21Q: 3 clusters Score -8063394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -8063411.000000 Penalty: 5474.759277
	Iteration 22Q: 3 clusters Score -8063411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 60949 members 
Entering Unmasked Estep 
Score: -8063425.000000 Penalty: 5474.759277
	Iteration 23Q: 3 clusters Score -8063425 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -8063432.500000 Penalty: 5474.759277
	Iteration 24Q: 3 clusters Score -8063432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 60959 members 
Entering Unmasked Estep 
Score: -8063434.500000 Penalty: 5474.759277
	Iteration 25Q: 3 clusters Score -8063434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -8063440.000000 Penalty: 5474.759277
	Iteration 26Q: 3 clusters Score -8063440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -8063446.000000 Penalty: 5474.759277
	Iteration 27Q: 3 clusters Score -8063446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 60959 members 
Entering Unmasked Estep 
Score: -8063453.000000 Penalty: 5474.759277
	Iteration 28Q: 3 clusters Score -8063453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -8063454.500000 Penalty: 5474.759277
	Iteration 29Q: 3 clusters Score -8063454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -8063453.000000 Penalty: 5474.759277
	Iteration 30Q: 3 clusters Score -8063453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -8063461.500000 Penalty: 5474.759277
	Iteration 31Q: 3 clusters Score -8063462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -8063464.500000 Penalty: 5474.759277
	Iteration 32Q: 3 clusters Score -8063464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 60955 members 
Entering Unmasked Estep 
Score: -8063466.000000 Penalty: 5474.759277
	Iteration 33Q: 3 clusters Score -8063466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 60955 members 
Entering Unmasked Estep 
Score: -8063462.000000 Penalty: 5474.759277
	Iteration 34Q: 3 clusters Score -8063462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -8063465.000000 Penalty: 5474.759277
	Iteration 35Q: 3 clusters Score -8063465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -8063466.000000 Penalty: 5474.759277
	Iteration 36Q: 3 clusters Score -8063466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -8063466.000000 Penalty: 5474.759277
	Iteration 37Q: 3 clusters Score -8063466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -8063466.000000 Penalty: 5474.759277
	Iteration 38F: 3 clusters Score -8063466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Entering Unmasked Estep 
Score: -1881236.500000 Penalty: 2373.923340
	Iteration 0F: 2 clusters Score -1881236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1870719.375000 Penalty: 4747.846680
	Iteration 0F: 3 clusters Score -1870719 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1874019.875000 Penalty: 4747.846680
	Iteration 1F: 3 clusters Score -1874020 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1874346.000000 Penalty: 4747.846680
	Iteration 2F: 3 clusters Score -1874346 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1874610.750000 Penalty: 4747.846680
	Iteration 3Q: 3 clusters Score -1874611 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1874843.500000 Penalty: 4747.846680
	Iteration 4Q: 3 clusters Score -1874844 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1875073.000000 Penalty: 4747.846680
	Iteration 5Q: 3 clusters Score -1875073 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1875356.000000 Penalty: 4747.846680
	Iteration 6Q: 3 clusters Score -1875356 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1875680.625000 Penalty: 4747.846680
	Iteration 7Q: 3 clusters Score -1875681 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1876043.625000 Penalty: 4747.846680
	Iteration 8Q: 3 clusters Score -1876044 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1876401.625000 Penalty: 4747.846680
	Iteration 9Q: 3 clusters Score -1876402 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1876770.875000 Penalty: 4747.846680
	Iteration 10Q: 3 clusters Score -1876771 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1877115.375000 Penalty: 4747.846680
	Iteration 11Q: 3 clusters Score -1877115 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1877423.500000 Penalty: 4747.846680
	Iteration 12Q: 3 clusters Score -1877424 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1877659.875000 Penalty: 4747.846680
	Iteration 13Q: 3 clusters Score -1877660 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1877856.375000 Penalty: 4747.846680
	Iteration 14Q: 3 clusters Score -1877856 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1877998.125000 Penalty: 4747.846680
	Iteration 15Q: 3 clusters Score -1877998 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1878124.750000 Penalty: 4747.846680
	Iteration 16Q: 3 clusters Score -1878125 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1878242.375000 Penalty: 4747.846680
	Iteration 17Q: 3 clusters Score -1878242 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1878357.125000 Penalty: 4747.846680
	Iteration 18Q: 3 clusters Score -1878357 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1878468.500000 Penalty: 4747.846680
	Iteration 19Q: 3 clusters Score -1878468 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1878561.750000 Penalty: 4747.846680
	Iteration 20F: 3 clusters Score -1878562 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1878651.875000 Penalty: 4747.846680
	Iteration 21Q: 3 clusters Score -1878652 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1878746.250000 Penalty: 4747.846680
	Iteration 22Q: 3 clusters Score -1878746 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1878822.375000 Penalty: 4747.846680
	Iteration 23Q: 3 clusters Score -1878822 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1878895.750000 Penalty: 4747.846680
	Iteration 24Q: 3 clusters Score -1878896 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1878966.750000 Penalty: 4747.846680
	Iteration 25Q: 3 clusters Score -1878967 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1879031.250000 Penalty: 4747.846680
	Iteration 26Q: 3 clusters Score -1879031 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1879077.625000 Penalty: 4747.846680
	Iteration 27Q: 3 clusters Score -1879078 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1879110.875000 Penalty: 4747.846680
	Iteration 28Q: 3 clusters Score -1879111 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1879147.750000 Penalty: 4747.846680
	Iteration 29Q: 3 clusters Score -1879148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1879186.875000 Penalty: 4747.846680
	Iteration 30Q: 3 clusters Score -1879187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1879205.375000 Penalty: 4747.846680
	Iteration 31Q: 3 clusters Score -1879205 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1879224.375000 Penalty: 4747.846680
	Iteration 32Q: 3 clusters Score -1879224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1879231.250000 Penalty: 4747.846680
	Iteration 33Q: 3 clusters Score -1879231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1879240.625000 Penalty: 4747.846680
	Iteration 34Q: 3 clusters Score -1879241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1879252.125000 Penalty: 4747.846680
	Iteration 35Q: 3 clusters Score -1879252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1879261.500000 Penalty: 4747.846680
	Iteration 36Q: 3 clusters Score -1879262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1879266.625000 Penalty: 4747.846680
	Iteration 37Q: 3 clusters Score -1879267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1879268.375000 Penalty: 4747.846680
	Iteration 38Q: 3 clusters Score -1879268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1879271.625000 Penalty: 4747.846680
	Iteration 39Q: 3 clusters Score -1879272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1879275.500000 Penalty: 4747.846680
	Iteration 40F: 3 clusters Score -1879276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1879281.375000 Penalty: 4747.846680
	Iteration 41Q: 3 clusters Score -1879281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1879285.000000 Penalty: 4747.846680
	Iteration 42Q: 3 clusters Score -1879285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1879290.875000 Penalty: 4747.846680
	Iteration 43Q: 3 clusters Score -1879291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1879290.375000 Penalty: 4747.846680
	Iteration 44Q: 3 clusters Score -1879290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1879292.250000 Penalty: 4747.846680
	Iteration 45Q: 3 clusters Score -1879292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1879292.375000 Penalty: 4747.846680
	Iteration 46Q: 3 clusters Score -1879292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1879294.125000 Penalty: 4747.846680
	Iteration 47Q: 3 clusters Score -1879294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1879295.875000 Penalty: 4747.846680
	Iteration 48Q: 3 clusters Score -1879296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1879298.250000 Penalty: 4747.846680
	Iteration 49Q: 3 clusters Score -1879298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1879294.500000 Penalty: 4747.846680
	Iteration 50Q: 3 clusters Score -1879294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1879298.000000 Penalty: 4747.846680
	Iteration 51Q: 3 clusters Score -1879298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1879302.375000 Penalty: 4747.846680
	Iteration 52Q: 3 clusters Score -1879302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1879304.500000 Penalty: 4747.846680
	Iteration 53Q: 3 clusters Score -1879304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1879306.000000 Penalty: 4747.846680
	Iteration 54Q: 3 clusters Score -1879306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1879309.750000 Penalty: 4747.846680
	Iteration 55Q: 3 clusters Score -1879310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1879308.375000 Penalty: 4747.846680
	Iteration 56Q: 3 clusters Score -1879308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1879315.000000 Penalty: 4747.846680
	Iteration 57Q: 3 clusters Score -1879315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1879314.500000 Penalty: 4747.846680
	Iteration 58Q: 3 clusters Score -1879314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1879314.000000 Penalty: 4747.846680
	Iteration 59Q: 3 clusters Score -1879314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1879314.000000 Penalty: 4747.846680
	Iteration 60F: 3 clusters Score -1879314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Entering Unmasked Estep 
Score: -6135833.500000 Penalty: 2671.797852
	Iteration 0F: 2 clusters Score -6135834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -6103785.000000 Penalty: 5343.595703
	Iteration 0F: 3 clusters Score -6103785 nChanged 21972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -6115995.500000 Penalty: 5343.595703
	Iteration 1F: 3 clusters Score -6115996 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -6116554.000000 Penalty: 5343.595703
	Iteration 2Q: 3 clusters Score -6116554 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -6117145.500000 Penalty: 5343.595703
	Iteration 3Q: 3 clusters Score -6117146 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -6117825.000000 Penalty: 5343.595703
	Iteration 4Q: 3 clusters Score -6117825 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -6118602.500000 Penalty: 5343.595703
	Iteration 5Q: 3 clusters Score -6118602 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -6119462.000000 Penalty: 5343.595703
	Iteration 6Q: 3 clusters Score -6119462 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -6120505.500000 Penalty: 5343.595703
	Iteration 7Q: 3 clusters Score -6120506 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -6121921.500000 Penalty: 5343.595703
	Iteration 8Q: 3 clusters Score -6121922 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -6123484.500000 Penalty: 5343.595703
	Iteration 9F: 3 clusters Score -6123484 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -6125222.000000 Penalty: 5343.595703
	Iteration 10F: 3 clusters Score -6125222 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -6126670.500000 Penalty: 5343.595703
	Iteration 11F: 3 clusters Score -6126670 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -6127500.000000 Penalty: 5343.595703
	Iteration 12Q: 3 clusters Score -6127500 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -6127832.500000 Penalty: 5343.595703
	Iteration 13Q: 3 clusters Score -6127832 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -6128018.500000 Penalty: 5343.595703
	Iteration 14Q: 3 clusters Score -6128018 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -6128177.000000 Penalty: 5343.595703
	Iteration 15Q: 3 clusters Score -6128177 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -6128248.500000 Penalty: 5343.595703
	Iteration 16Q: 3 clusters Score -6128248 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -6128340.000000 Penalty: 5343.595703
	Iteration 17Q: 3 clusters Score -6128340 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -6128396.000000 Penalty: 5343.595703
	Iteration 18Q: 3 clusters Score -6128396 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -6128427.000000 Penalty: 5343.595703
	Iteration 19Q: 3 clusters Score -6128427 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -6128490.500000 Penalty: 5343.595703
	Iteration 20F: 3 clusters Score -6128490 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -6128520.500000 Penalty: 5343.595703
	Iteration 21Q: 3 clusters Score -6128520 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -6128574.000000 Penalty: 5343.595703
	Iteration 22Q: 3 clusters Score -6128574 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -6128616.000000 Penalty: 5343.595703
	Iteration 23Q: 3 clusters Score -6128616 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -6128650.500000 Penalty: 5343.595703
	Iteration 24Q: 3 clusters Score -6128650 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -6128664.000000 Penalty: 5343.595703
	Iteration 25Q: 3 clusters Score -6128664 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -6128683.500000 Penalty: 5343.595703
	Iteration 26Q: 3 clusters Score -6128684 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -6128710.000000 Penalty: 5343.595703
	Iteration 27Q: 3 clusters Score -6128710 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -6128737.000000 Penalty: 5343.595703
	Iteration 28Q: 3 clusters Score -6128737 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -6128756.000000 Penalty: 5343.595703
	Iteration 29Q: 3 clusters Score -6128756 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -6128773.000000 Penalty: 5343.595703
	Iteration 30Q: 3 clusters Score -6128773 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -6128787.000000 Penalty: 5343.595703
	Iteration 31Q: 3 clusters Score -6128787 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -6128812.500000 Penalty: 5343.595703
	Iteration 32Q: 3 clusters Score -6128812 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -6128850.000000 Penalty: 5343.595703
	Iteration 33Q: 3 clusters Score -6128850 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -6128879.000000 Penalty: 5343.595703
	Iteration 34Q: 3 clusters Score -6128879 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -6128903.000000 Penalty: 5343.595703
	Iteration 35Q: 3 clusters Score -6128903 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -6128895.000000 Penalty: 5343.595703
	Iteration 36Q: 3 clusters Score -6128895 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -6128899.000000 Penalty: 5343.595703
	Iteration 37Q: 3 clusters Score -6128899 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -6128910.000000 Penalty: 5343.595703
	Iteration 38Q: 3 clusters Score -6128910 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -6128897.500000 Penalty: 5343.595703
	Iteration 39Q: 3 clusters Score -6128898 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -6128918.500000 Penalty: 5343.595703
	Iteration 40F: 3 clusters Score -6128918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -6128923.000000 Penalty: 5343.595703
	Iteration 41Q: 3 clusters Score -6128923 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -6128927.000000 Penalty: 5343.595703
	Iteration 42Q: 3 clusters Score -6128927 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -6128945.000000 Penalty: 5343.595703
	Iteration 43Q: 3 clusters Score -6128945 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -6128935.000000 Penalty: 5343.595703
	Iteration 44Q: 3 clusters Score -6128935 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -6128934.500000 Penalty: 5343.595703
	Iteration 45Q: 3 clusters Score -6128934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -6128949.500000 Penalty: 5343.595703
	Iteration 46Q: 3 clusters Score -6128950 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -6128949.500000 Penalty: 5343.595703
	Iteration 47Q: 3 clusters Score -6128950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -6128961.500000 Penalty: 5343.595703
	Iteration 48Q: 3 clusters Score -6128962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -6128963.500000 Penalty: 5343.595703
	Iteration 49Q: 3 clusters Score -6128964 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -6128955.500000 Penalty: 5343.595703
	Iteration 50Q: 3 clusters Score -6128956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -6128957.500000 Penalty: 5343.595703
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6128986 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6128987 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6128971 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6128964 nChanged 40
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6128976 nChanged 41
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6128973 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6128985 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6128984 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6128978 nChanged 56
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Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6128986 nChanged 53
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6128988 nChanged 46
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Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6128996 nChanged 40
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Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6129008 nChanged 51
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Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6129000 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6129010 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6128998 nChanged 47
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Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6128988 nChanged 43
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Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6128996 nChanged 31
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Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6128984 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6128998 nChanged 39
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Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6128996 nChanged 35
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Mstep: Class 1 contains 29955 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6128999 nChanged 41
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	Iteration 79Q: 3 clusters Score -6129000 nChanged 37
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	Iteration 80F: 3 clusters Score -6129000 nChanged 29
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Mstep: Class 1 contains 30044 members 
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Mstep: Class 1 contains 30070 members 
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	Iteration 82Q: 3 clusters Score -6128992 nChanged 27
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	Iteration 83Q: 3 clusters Score -6128998 nChanged 32
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	Iteration 84Q: 3 clusters Score -6129012 nChanged 43
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6129008 nChanged 39
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6129021 nChanged 33
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	Iteration 87Q: 3 clusters Score -6129024 nChanged 40
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6129004 nChanged 39
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	Iteration 89Q: 3 clusters Score -6129015 nChanged 35
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6129010 nChanged 40
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Mstep: Class 1 contains 30396 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6129024 nChanged 40
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Mstep: Class 1 contains 30434 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6129022 nChanged 47
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	Iteration 94Q: 3 clusters Score -6129012 nChanged 53
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6129010 nChanged 44
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Mstep: Class 1 contains 30562 members 
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	Iteration 96Q: 3 clusters Score -6129010 nChanged 58
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6129007 nChanged 40
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6129025 nChanged 51
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6129028 nChanged 46
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6129026 nChanged 47
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6129020 nChanged 46
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Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6129026 nChanged 57
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6129028 nChanged 58
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6129032 nChanged 66
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6129054 nChanged 69
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	Iteration 106Q: 3 clusters Score -6129048 nChanged 66
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6129066 nChanged 53
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	Iteration 108Q: 3 clusters Score -6129068 nChanged 59
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	Iteration 109Q: 3 clusters Score -6129084 nChanged 58
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6129080 nChanged 66
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	Iteration 111Q: 3 clusters Score -6129074 nChanged 76
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	Iteration 112Q: 3 clusters Score -6129074 nChanged 72
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	Iteration 113Q: 3 clusters Score -6129102 nChanged 74
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6129104 nChanged 73
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Mstep: Class 1 contains 31499 members 
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Entering Unmasked Estep 
Score: -6129121.000000 Penalty: 5343.595703
	Iteration 115Q: 3 clusters Score -6129121 nChanged 72
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6129120 nChanged 89
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Entering Unmasked Estep 
Score: -6129134.000000 Penalty: 5343.595703
	Iteration 117Q: 3 clusters Score -6129134 nChanged 115
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6129147 nChanged 132
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6129184 nChanged 147
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Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6129186 nChanged 162
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6129207 nChanged 160
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Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6129216 nChanged 155
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6129217 nChanged 125
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	Iteration 124Q: 3 clusters Score -6129230 nChanged 133
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	Iteration 125Q: 3 clusters Score -6129246 nChanged 126
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	Iteration 126Q: 3 clusters Score -6129274 nChanged 132
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	Iteration 127Q: 3 clusters Score -6129277 nChanged 131
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	Iteration 128Q: 3 clusters Score -6129304 nChanged 147
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	Iteration 129Q: 3 clusters Score -6129310 nChanged 169
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	Iteration 130Q: 3 clusters Score -6129330 nChanged 185
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	Iteration 131Q: 3 clusters Score -6129326 nChanged 200
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	Iteration 132Q: 3 clusters Score -6129342 nChanged 213
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6129364 nChanged 205
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Score: -6129392.000000 Penalty: 5343.595703
	Iteration 134Q: 3 clusters Score -6129392 nChanged 222
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6129418 nChanged 222
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	Iteration 136Q: 3 clusters Score -6129475 nChanged 206
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6129533 nChanged 201
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	Iteration 138Q: 3 clusters Score -6129556 nChanged 225
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	Iteration 139Q: 3 clusters Score -6129606 nChanged 231
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6129630 nChanged 235
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Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6129642 nChanged 258
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Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6129671 nChanged 263
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	Iteration 143Q: 3 clusters Score -6129698 nChanged 259
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	Iteration 144Q: 3 clusters Score -6129768 nChanged 245
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	Iteration 145Q: 3 clusters Score -6129788 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -6129810.000000 Penalty: 5343.595703
	Iteration 146Q: 3 clusters Score -6129810 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -6129854.500000 Penalty: 5343.595703
	Iteration 147Q: 3 clusters Score -6129854 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -6129921.000000 Penalty: 5343.595703
	Iteration 148Q: 3 clusters Score -6129921 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -6129942.500000 Penalty: 5343.595703
	Iteration 149Q: 3 clusters Score -6129942 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -6129990.500000 Penalty: 5343.595703
	Iteration 150Q: 3 clusters Score -6129990 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -6130051.000000 Penalty: 5343.595703
	Iteration 151Q: 3 clusters Score -6130051 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -6130106.500000 Penalty: 5343.595703
	Iteration 152Q: 3 clusters Score -6130106 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -6130169.000000 Penalty: 5343.595703
	Iteration 153Q: 3 clusters Score -6130169 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -6130236.000000 Penalty: 5343.595703
	Iteration 154Q: 3 clusters Score -6130236 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -6130311.000000 Penalty: 5343.595703
	Iteration 155Q: 3 clusters Score -6130311 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -6130367.000000 Penalty: 5343.595703
	Iteration 156Q: 3 clusters Score -6130367 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -6130445.500000 Penalty: 5343.595703
	Iteration 157Q: 3 clusters Score -6130446 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -6130559.000000 Penalty: 5343.595703
	Iteration 158Q: 3 clusters Score -6130559 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -6130679.500000 Penalty: 5343.595703
	Iteration 159Q: 3 clusters Score -6130680 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -6130770.500000 Penalty: 5343.595703
	Iteration 160F: 3 clusters Score -6130770 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -6130908.500000 Penalty: 5343.595703
	Iteration 161Q: 3 clusters Score -6130908 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -6131035.500000 Penalty: 5343.595703
	Iteration 162Q: 3 clusters Score -6131036 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -6131172.500000 Penalty: 5343.595703
	Iteration 163Q: 3 clusters Score -6131172 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -6131287.500000 Penalty: 5343.595703
	Iteration 164Q: 3 clusters Score -6131288 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -6131425.500000 Penalty: 5343.595703
	Iteration 165Q: 3 clusters Score -6131426 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -6131554.500000 Penalty: 5343.595703
	Iteration 166Q: 3 clusters Score -6131554 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -6131708.500000 Penalty: 5343.595703
	Iteration 167Q: 3 clusters Score -6131708 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -6131863.000000 Penalty: 5343.595703
	Iteration 168Q: 3 clusters Score -6131863 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -6132094.000000 Penalty: 5343.595703
	Iteration 169Q: 3 clusters Score -6132094 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -6132261.500000 Penalty: 5343.595703
	Iteration 170Q: 3 clusters Score -6132262 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -6132394.000000 Penalty: 5343.595703
	Iteration 171Q: 3 clusters Score -6132394 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -6132542.000000 Penalty: 5343.595703
	Iteration 172Q: 3 clusters Score -6132542 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6132727.500000 Penalty: 5343.595703
	Iteration 173Q: 3 clusters Score -6132728 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6132884.000000 Penalty: 5343.595703
	Iteration 174Q: 3 clusters Score -6132884 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6132984.500000 Penalty: 5343.595703
	Iteration 175Q: 3 clusters Score -6132984 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6133090.500000 Penalty: 5343.595703
	Iteration 176Q: 3 clusters Score -6133090 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6133161.500000 Penalty: 5343.595703
	Iteration 177Q: 3 clusters Score -6133162 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6133200.500000 Penalty: 5343.595703
	Iteration 178Q: 3 clusters Score -6133200 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6133264.500000 Penalty: 5343.595703
	Iteration 179Q: 3 clusters Score -6133264 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6133309.000000 Penalty: 5343.595703
	Iteration 180F: 3 clusters Score -6133309 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6133346.500000 Penalty: 5343.595703
	Iteration 181Q: 3 clusters Score -6133346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6133383.000000 Penalty: 5343.595703
	Iteration 182Q: 3 clusters Score -6133383 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6133415.500000 Penalty: 5343.595703
	Iteration 183Q: 3 clusters Score -6133416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6133417.000000 Penalty: 5343.595703
	Iteration 184Q: 3 clusters Score -6133417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6133432.000000 Penalty: 5343.595703
	Iteration 185Q: 3 clusters Score -6133432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6133455.500000 Penalty: 5343.595703
	Iteration 186Q: 3 clusters Score -6133456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6133466.000000 Penalty: 5343.595703
	Iteration 187Q: 3 clusters Score -6133466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6133479.000000 Penalty: 5343.595703
	Iteration 188Q: 3 clusters Score -6133479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6133474.500000 Penalty: 5343.595703
	Iteration 189Q: 3 clusters Score -6133474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6133478.500000 Penalty: 5343.595703
	Iteration 190Q: 3 clusters Score -6133478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6133480.500000 Penalty: 5343.595703
	Iteration 191Q: 3 clusters Score -6133480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6133481.500000 Penalty: 5343.595703
	Iteration 192Q: 3 clusters Score -6133482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6133488.000000 Penalty: 5343.595703
	Iteration 193Q: 3 clusters Score -6133488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6133495.000000 Penalty: 5343.595703
	Iteration 194Q: 3 clusters Score -6133495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6133494.500000 Penalty: 5343.595703
	Iteration 195Q: 3 clusters Score -6133494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6133493.500000 Penalty: 5343.595703
	Iteration 196Q: 3 clusters Score -6133494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6133496.000000 Penalty: 5343.595703
	Iteration 197Q: 3 clusters Score -6133496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6133493.500000 Penalty: 5343.595703
	Iteration 198Q: 3 clusters Score -6133494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6133493.500000 Penalty: 5343.595703
	Iteration 199F: 3 clusters Score -6133494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Entering Unmasked Estep 
Score: -3416364.750000 Penalty: 2529.764160
	Iteration 0F: 2 clusters Score -3416365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3397867.750000 Penalty: 5059.528320
	Iteration 0F: 3 clusters Score -3397868 nChanged 12102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3404427.500000 Penalty: 5059.528320
	Iteration 1F: 3 clusters Score -3404428 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3404844.250000 Penalty: 5059.528320
	Iteration 2Q: 3 clusters Score -3404844 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -3405185.000000 Penalty: 5059.528320
	Iteration 3Q: 3 clusters Score -3405185 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -3405507.750000 Penalty: 5059.528320
	Iteration 4Q: 3 clusters Score -3405508 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3405858.500000 Penalty: 5059.528320
	Iteration 5Q: 3 clusters Score -3405858 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3406244.750000 Penalty: 5059.528320
	Iteration 6Q: 3 clusters Score -3406245 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -3406695.000000 Penalty: 5059.528320
	Iteration 7Q: 3 clusters Score -3406695 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -3407234.250000 Penalty: 5059.528320
	Iteration 8Q: 3 clusters Score -3407234 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -3407844.250000 Penalty: 5059.528320
	Iteration 9Q: 3 clusters Score -3407844 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -3408632.750000 Penalty: 5059.528320
	Iteration 10Q: 3 clusters Score -3408633 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3409412.250000 Penalty: 5059.528320
	Iteration 11Q: 3 clusters Score -3409412 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3410297.000000 Penalty: 5059.528320
	Iteration 12Q: 3 clusters Score -3410297 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -3411274.250000 Penalty: 5059.528320
	Iteration 13Q: 3 clusters Score -3411274 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -3412208.750000 Penalty: 5059.528320
	Iteration 14Q: 3 clusters Score -3412209 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -3412965.500000 Penalty: 5059.528320
	Iteration 15Q: 3 clusters Score -3412966 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -3413526.500000 Penalty: 5059.528320
	Iteration 16Q: 3 clusters Score -3413526 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -3413859.250000 Penalty: 5059.528320
	Iteration 17Q: 3 clusters Score -3413859 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -3414070.250000 Penalty: 5059.528320
	Iteration 18Q: 3 clusters Score -3414070 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -3414174.000000 Penalty: 5059.528320
	Iteration 19Q: 3 clusters Score -3414174 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3414246.750000 Penalty: 5059.528320
	Iteration 20F: 3 clusters Score -3414247 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3414299.000000 Penalty: 5059.528320
	Iteration 21Q: 3 clusters Score -3414299 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3414337.000000 Penalty: 5059.528320
	Iteration 22Q: 3 clusters Score -3414337 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -3414375.750000 Penalty: 5059.528320
	Iteration 23Q: 3 clusters Score -3414376 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -3414409.750000 Penalty: 5059.528320
	Iteration 24Q: 3 clusters Score -3414410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3414426.750000 Penalty: 5059.528320
	Iteration 25Q: 3 clusters Score -3414427 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3414457.250000 Penalty: 5059.528320
	Iteration 26Q: 3 clusters Score -3414457 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -3414460.500000 Penalty: 5059.528320
	Iteration 27Q: 3 clusters Score -3414460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3414475.500000 Penalty: 5059.528320
	Iteration 28Q: 3 clusters Score -3414476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -3414478.500000 Penalty: 5059.528320
	Iteration 29Q: 3 clusters Score -3414478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -3414485.500000 Penalty: 5059.528320
	Iteration 30Q: 3 clusters Score -3414486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -3414488.750000 Penalty: 5059.528320
	Iteration 31Q: 3 clusters Score -3414489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3414483.250000 Penalty: 5059.528320
	Iteration 32Q: 3 clusters Score -3414483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -3414486.250000 Penalty: 5059.528320
	Iteration 33Q: 3 clusters Score -3414486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -3414488.750000 Penalty: 5059.528320
	Iteration 34Q: 3 clusters Score -3414489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3414492.500000 Penalty: 5059.528320
	Iteration 35Q: 3 clusters Score -3414492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3414490.000000 Penalty: 5059.528320
	Iteration 36Q: 3 clusters Score -3414490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3414490.000000 Penalty: 5059.528320
	Iteration 37F: 3 clusters Score -3414490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Entering Unmasked Estep 
Score: -1650269.125000 Penalty: 2350.087646
	Iteration 0F: 2 clusters Score -1650269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1640646.250000 Penalty: 4700.175293
	Iteration 0F: 3 clusters Score -1640646 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1643659.875000 Penalty: 4700.175293
	Iteration 1F: 3 clusters Score -1643660 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1644142.625000 Penalty: 4700.175293
	Iteration 2F: 3 clusters Score -1644143 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1644686.875000 Penalty: 4700.175293
	Iteration 3F: 3 clusters Score -1644687 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1645282.625000 Penalty: 4700.175293
	Iteration 4F: 3 clusters Score -1645283 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1645883.500000 Penalty: 4700.175293
	Iteration 5F: 3 clusters Score -1645884 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1646400.750000 Penalty: 4700.175293
	Iteration 6F: 3 clusters Score -1646401 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1646756.375000 Penalty: 4700.175293
	Iteration 7Q: 3 clusters Score -1646756 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1646986.875000 Penalty: 4700.175293
	Iteration 8Q: 3 clusters Score -1646987 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1647145.875000 Penalty: 4700.175293
	Iteration 9Q: 3 clusters Score -1647146 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1647253.875000 Penalty: 4700.175293
	Iteration 10Q: 3 clusters Score -1647254 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1647326.500000 Penalty: 4700.175293
	Iteration 11Q: 3 clusters Score -1647326 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1647368.250000 Penalty: 4700.175293
	Iteration 12Q: 3 clusters Score -1647368 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1647411.250000 Penalty: 4700.175293
	Iteration 13Q: 3 clusters Score -1647411 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1647435.875000 Penalty: 4700.175293
	Iteration 14Q: 3 clusters Score -1647436 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1647468.250000 Penalty: 4700.175293
	Iteration 15Q: 3 clusters Score -1647468 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1647489.375000 Penalty: 4700.175293
	Iteration 16Q: 3 clusters Score -1647489 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1647510.875000 Penalty: 4700.175293
	Iteration 17Q: 3 clusters Score -1647511 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1647534.125000 Penalty: 4700.175293
	Iteration 18Q: 3 clusters Score -1647534 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1647553.125000 Penalty: 4700.175293
	Iteration 19Q: 3 clusters Score -1647553 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1647582.625000 Penalty: 4700.175293
	Iteration 20F: 3 clusters Score -1647583 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1647593.875000 Penalty: 4700.175293
	Iteration 21Q: 3 clusters Score -1647594 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1647617.750000 Penalty: 4700.175293
	Iteration 22Q: 3 clusters Score -1647618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1647628.125000 Penalty: 4700.175293
	Iteration 23Q: 3 clusters Score -1647628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1647635.875000 Penalty: 4700.175293
	Iteration 24Q: 3 clusters Score -1647636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1647651.500000 Penalty: 4700.175293
	Iteration 25Q: 3 clusters Score -1647652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1647660.375000 Penalty: 4700.175293
	Iteration 26Q: 3 clusters Score -1647660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1647669.250000 Penalty: 4700.175293
	Iteration 27Q: 3 clusters Score -1647669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1647674.000000 Penalty: 4700.175293
	Iteration 28Q: 3 clusters Score -1647674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1647676.625000 Penalty: 4700.175293
	Iteration 29Q: 3 clusters Score -1647677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1647684.875000 Penalty: 4700.175293
	Iteration 30Q: 3 clusters Score -1647685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1647686.875000 Penalty: 4700.175293
	Iteration 31Q: 3 clusters Score -1647687 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1647694.375000 Penalty: 4700.175293
	Iteration 32Q: 3 clusters Score -1647694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1647696.875000 Penalty: 4700.175293
	Iteration 33Q: 3 clusters Score -1647697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1647701.875000 Penalty: 4700.175293
	Iteration 34Q: 3 clusters Score -1647702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1647706.125000 Penalty: 4700.175293
	Iteration 35Q: 3 clusters Score -1647706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1647712.375000 Penalty: 4700.175293
	Iteration 36Q: 3 clusters Score -1647712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1647716.125000 Penalty: 4700.175293
	Iteration 37Q: 3 clusters Score -1647716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1647714.375000 Penalty: 4700.175293
	Iteration 38Q: 3 clusters Score -1647714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1647719.625000 Penalty: 4700.175293
	Iteration 39Q: 3 clusters Score -1647720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1647716.500000 Penalty: 4700.175293
	Iteration 40F: 3 clusters Score -1647716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1647724.250000 Penalty: 4700.175293
	Iteration 41Q: 3 clusters Score -1647724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1647725.250000 Penalty: 4700.175293
	Iteration 42Q: 3 clusters Score -1647725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1647726.375000 Penalty: 4700.175293
	Iteration 43Q: 3 clusters Score -1647726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1647723.500000 Penalty: 4700.175293
	Iteration 44Q: 3 clusters Score -1647724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1647730.375000 Penalty: 4700.175293
	Iteration 45Q: 3 clusters Score -1647730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1647733.375000 Penalty: 4700.175293
	Iteration 46Q: 3 clusters Score -1647733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1647738.875000 Penalty: 4700.175293
	Iteration 47Q: 3 clusters Score -1647739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1647738.125000 Penalty: 4700.175293
	Iteration 48Q: 3 clusters Score -1647738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1647734.500000 Penalty: 4700.175293
	Iteration 49Q: 3 clusters Score -1647734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1647740.000000 Penalty: 4700.175293
	Iteration 50Q: 3 clusters Score -1647740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1647745.250000 Penalty: 4700.175293
	Iteration 51Q: 3 clusters Score -1647745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1647745.375000 Penalty: 4700.175293
	Iteration 52Q: 3 clusters Score -1647745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1647744.750000 Penalty: 4700.175293
	Iteration 53Q: 3 clusters Score -1647745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1647748.875000 Penalty: 4700.175293
	Iteration 54Q: 3 clusters Score -1647749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1647749.875000 Penalty: 4700.175293
	Iteration 55Q: 3 clusters Score -1647750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1647751.125000 Penalty: 4700.175293
	Iteration 56Q: 3 clusters Score -1647751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1647753.625000 Penalty: 4700.175293
	Iteration 57Q: 3 clusters Score -1647754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1647759.375000 Penalty: 4700.175293
	Iteration 58Q: 3 clusters Score -1647759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1647762.375000 Penalty: 4700.175293
	Iteration 59Q: 3 clusters Score -1647762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1647767.750000 Penalty: 4700.175293
	Iteration 60F: 3 clusters Score -1647768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1647764.125000 Penalty: 4700.175293
	Iteration 61Q: 3 clusters Score -1647764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1647766.625000 Penalty: 4700.175293
	Iteration 62Q: 3 clusters Score -1647767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1647768.250000 Penalty: 4700.175293
	Iteration 63Q: 3 clusters Score -1647768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1647770.750000 Penalty: 4700.175293
	Iteration 64Q: 3 clusters Score -1647771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1647773.125000 Penalty: 4700.175293
	Iteration 65Q: 3 clusters Score -1647773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1647776.375000 Penalty: 4700.175293
	Iteration 66Q: 3 clusters Score -1647776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1647776.875000 Penalty: 4700.175293
	Iteration 67Q: 3 clusters Score -1647777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1647779.000000 Penalty: 4700.175293
	Iteration 68Q: 3 clusters Score -1647779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1647781.750000 Penalty: 4700.175293
	Iteration 69Q: 3 clusters Score -1647782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1647784.500000 Penalty: 4700.175293
	Iteration 70Q: 3 clusters Score -1647784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1647786.625000 Penalty: 4700.175293
	Iteration 71Q: 3 clusters Score -1647787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1647786.750000 Penalty: 4700.175293
	Iteration 72Q: 3 clusters Score -1647787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1647793.375000 Penalty: 4700.175293
	Iteration 73Q: 3 clusters Score -1647793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1647793.125000 Penalty: 4700.175293
	Iteration 74Q: 3 clusters Score -1647793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1647800.250000 Penalty: 4700.175293
	Iteration 75Q: 3 clusters Score -1647800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1647796.375000 Penalty: 4700.175293
	Iteration 76Q: 3 clusters Score -1647796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1647807.250000 Penalty: 4700.175293
	Iteration 77Q: 3 clusters Score -1647807 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1647805.250000 Penalty: 4700.175293
	Iteration 78Q: 3 clusters Score -1647805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1647811.500000 Penalty: 4700.175293
	Iteration 79Q: 3 clusters Score -1647812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1647818.125000 Penalty: 4700.175293
	Iteration 80F: 3 clusters Score -1647818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1647817.000000 Penalty: 4700.175293
	Iteration 81Q: 3 clusters Score -1647817 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1647824.625000 Penalty: 4700.175293
	Iteration 82Q: 3 clusters Score -1647825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1647829.250000 Penalty: 4700.175293
	Iteration 83Q: 3 clusters Score -1647829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1647835.875000 Penalty: 4700.175293
	Iteration 84Q: 3 clusters Score -1647836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1647839.000000 Penalty: 4700.175293
	Iteration 85Q: 3 clusters Score -1647839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1647840.500000 Penalty: 4700.175293
	Iteration 86Q: 3 clusters Score -1647840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1647847.375000 Penalty: 4700.175293
	Iteration 87Q: 3 clusters Score -1647847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1647848.375000 Penalty: 4700.175293
	Iteration 88Q: 3 clusters Score -1647848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1647858.750000 Penalty: 4700.175293
	Iteration 89Q: 3 clusters Score -1647859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1647861.750000 Penalty: 4700.175293
	Iteration 90Q: 3 clusters Score -1647862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1647866.375000 Penalty: 4700.175293
	Iteration 91Q: 3 clusters Score -1647866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1647873.250000 Penalty: 4700.175293
	Iteration 92Q: 3 clusters Score -1647873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1647875.125000 Penalty: 4700.175293
	Iteration 93Q: 3 clusters Score -1647875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1647881.625000 Penalty: 4700.175293
	Iteration 94Q: 3 clusters Score -1647882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1647883.375000 Penalty: 4700.175293
	Iteration 95Q: 3 clusters Score -1647883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1647894.875000 Penalty: 4700.175293
	Iteration 96Q: 3 clusters Score -1647895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1647905.125000 Penalty: 4700.175293
	Iteration 97Q: 3 clusters Score -1647905 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1647914.375000 Penalty: 4700.175293
	Iteration 98Q: 3 clusters Score -1647914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1647928.250000 Penalty: 4700.175293
	Iteration 99Q: 3 clusters Score -1647928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1647954.125000 Penalty: 4700.175293
	Iteration 100F: 3 clusters Score -1647954 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1647981.125000 Penalty: 4700.175293
	Iteration 101Q: 3 clusters Score -1647981 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1648034.000000 Penalty: 4700.175293
	Iteration 102Q: 3 clusters Score -1648034 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1648108.125000 Penalty: 4700.175293
	Iteration 103Q: 3 clusters Score -1648108 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1648187.375000 Penalty: 4700.175293
	Iteration 104Q: 3 clusters Score -1648187 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1648268.000000 Penalty: 4700.175293
	Iteration 105Q: 3 clusters Score -1648268 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1648339.875000 Penalty: 4700.175293
	Iteration 106Q: 3 clusters Score -1648340 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1648382.875000 Penalty: 4700.175293
	Iteration 107Q: 3 clusters Score -1648383 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1648419.750000 Penalty: 4700.175293
	Iteration 108Q: 3 clusters Score -1648420 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1648463.750000 Penalty: 4700.175293
	Iteration 109Q: 3 clusters Score -1648464 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1648485.750000 Penalty: 4700.175293
	Iteration 110Q: 3 clusters Score -1648486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1648497.125000 Penalty: 4700.175293
	Iteration 111Q: 3 clusters Score -1648497 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1648505.875000 Penalty: 4700.175293
	Iteration 112Q: 3 clusters Score -1648506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1648511.000000 Penalty: 4700.175293
	Iteration 113Q: 3 clusters Score -1648511 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1648520.625000 Penalty: 4700.175293
	Iteration 114Q: 3 clusters Score -1648521 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1648527.125000 Penalty: 4700.175293
	Iteration 115Q: 3 clusters Score -1648527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1648531.625000 Penalty: 4700.175293
	Iteration 116Q: 3 clusters Score -1648532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1648537.000000 Penalty: 4700.175293
	Iteration 117Q: 3 clusters Score -1648537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1648544.750000 Penalty: 4700.175293
	Iteration 118Q: 3 clusters Score -1648545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1648544.500000 Penalty: 4700.175293
	Iteration 119Q: 3 clusters Score -1648544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1648544.750000 Penalty: 4700.175293
	Iteration 120F: 3 clusters Score -1648545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1648546.625000 Penalty: 4700.175293
	Iteration 121Q: 3 clusters Score -1648547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1648547.625000 Penalty: 4700.175293
	Iteration 122Q: 3 clusters Score -1648548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1648546.250000 Penalty: 4700.175293
	Iteration 123Q: 3 clusters Score -1648546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1648547.625000 Penalty: 4700.175293
	Iteration 124Q: 3 clusters Score -1648548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1648547.500000 Penalty: 4700.175293
	Iteration 125Q: 3 clusters Score -1648548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1648547.250000 Penalty: 4700.175293
	Iteration 126Q: 3 clusters Score -1648547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1648546.625000 Penalty: 4700.175293
	Iteration 127Q: 3 clusters Score -1648547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1648547.000000 Penalty: 4700.175293
	Iteration 128Q: 3 clusters Score -1648547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1648547.000000 Penalty: 4700.175293
	Iteration 129F: 3 clusters Score -1648547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Entering Unmasked Estep 
Score: -1310721.000000 Penalty: 2301.869141
	Iteration 0F: 2 clusters Score -1310721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1302645.750000 Penalty: 4603.738281
	Iteration 0F: 3 clusters Score -1302646 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1305068.500000 Penalty: 4603.738281
	Iteration 1F: 3 clusters Score -1305068 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1305454.250000 Penalty: 4603.738281
	Iteration 2F: 3 clusters Score -1305454 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1305778.875000 Penalty: 4603.738281
	Iteration 3F: 3 clusters Score -1305779 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1306081.375000 Penalty: 4603.738281
	Iteration 4F: 3 clusters Score -1306081 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1306338.375000 Penalty: 4603.738281
	Iteration 5Q: 3 clusters Score -1306338 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1306575.375000 Penalty: 4603.738281
	Iteration 6Q: 3 clusters Score -1306575 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1306801.625000 Penalty: 4603.738281
	Iteration 7Q: 3 clusters Score -1306802 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1307023.750000 Penalty: 4603.738281
	Iteration 8Q: 3 clusters Score -1307024 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1307245.500000 Penalty: 4603.738281
	Iteration 9Q: 3 clusters Score -1307246 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1307428.875000 Penalty: 4603.738281
	Iteration 10Q: 3 clusters Score -1307429 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1307592.500000 Penalty: 4603.738281
	Iteration 11Q: 3 clusters Score -1307592 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1307749.625000 Penalty: 4603.738281
	Iteration 12Q: 3 clusters Score -1307750 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1307901.625000 Penalty: 4603.738281
	Iteration 13Q: 3 clusters Score -1307902 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1308073.750000 Penalty: 4603.738281
	Iteration 14Q: 3 clusters Score -1308074 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1308221.250000 Penalty: 4603.738281
	Iteration 15Q: 3 clusters Score -1308221 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1308327.250000 Penalty: 4603.738281
	Iteration 16Q: 3 clusters Score -1308327 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1308423.875000 Penalty: 4603.738281
	Iteration 17Q: 3 clusters Score -1308424 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1308504.875000 Penalty: 4603.738281
	Iteration 18Q: 3 clusters Score -1308505 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1308551.875000 Penalty: 4603.738281
	Iteration 19Q: 3 clusters Score -1308552 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1308606.750000 Penalty: 4603.738281
	Iteration 20F: 3 clusters Score -1308607 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1308661.500000 Penalty: 4603.738281
	Iteration 21Q: 3 clusters Score -1308662 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1308708.625000 Penalty: 4603.738281
	Iteration 22Q: 3 clusters Score -1308709 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1308761.250000 Penalty: 4603.738281
	Iteration 23Q: 3 clusters Score -1308761 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1308802.500000 Penalty: 4603.738281
	Iteration 24Q: 3 clusters Score -1308802 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1308836.375000 Penalty: 4603.738281
	Iteration 25Q: 3 clusters Score -1308836 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1308870.250000 Penalty: 4603.738281
	Iteration 26Q: 3 clusters Score -1308870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1308898.875000 Penalty: 4603.738281
	Iteration 27Q: 3 clusters Score -1308899 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1308913.125000 Penalty: 4603.738281
	Iteration 28Q: 3 clusters Score -1308913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1308927.250000 Penalty: 4603.738281
	Iteration 29Q: 3 clusters Score -1308927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1308941.500000 Penalty: 4603.738281
	Iteration 30Q: 3 clusters Score -1308942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1308951.500000 Penalty: 4603.738281
	Iteration 31Q: 3 clusters Score -1308952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1308962.000000 Penalty: 4603.738281
	Iteration 32Q: 3 clusters Score -1308962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1308966.750000 Penalty: 4603.738281
	Iteration 33Q: 3 clusters Score -1308967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1308968.875000 Penalty: 4603.738281
	Iteration 34Q: 3 clusters Score -1308969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1308974.250000 Penalty: 4603.738281
	Iteration 35Q: 3 clusters Score -1308974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1308976.500000 Penalty: 4603.738281
	Iteration 36Q: 3 clusters Score -1308976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1308982.875000 Penalty: 4603.738281
	Iteration 37Q: 3 clusters Score -1308983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1308996.250000 Penalty: 4603.738281
	Iteration 38Q: 3 clusters Score -1308996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1309009.000000 Penalty: 4603.738281
	Iteration 39Q: 3 clusters Score -1309009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1309020.625000 Penalty: 4603.738281
	Iteration 40F: 3 clusters Score -1309021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1309035.000000 Penalty: 4603.738281
	Iteration 41Q: 3 clusters Score -1309035 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1309047.000000 Penalty: 4603.738281
	Iteration 42Q: 3 clusters Score -1309047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1309059.625000 Penalty: 4603.738281
	Iteration 43Q: 3 clusters Score -1309060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1309065.000000 Penalty: 4603.738281
	Iteration 44Q: 3 clusters Score -1309065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1309072.250000 Penalty: 4603.738281
	Iteration 45Q: 3 clusters Score -1309072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1309085.875000 Penalty: 4603.738281
	Iteration 46Q: 3 clusters Score -1309086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1309093.500000 Penalty: 4603.738281
	Iteration 47Q: 3 clusters Score -1309094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1309107.500000 Penalty: 4603.738281
	Iteration 48Q: 3 clusters Score -1309108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1309120.000000 Penalty: 4603.738281
	Iteration 49Q: 3 clusters Score -1309120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1309142.500000 Penalty: 4603.738281
	Iteration 50Q: 3 clusters Score -1309142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1309166.500000 Penalty: 4603.738281
	Iteration 51Q: 3 clusters Score -1309166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1309182.000000 Penalty: 4603.738281
	Iteration 52Q: 3 clusters Score -1309182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1309196.625000 Penalty: 4603.738281
	Iteration 53Q: 3 clusters Score -1309197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1309210.375000 Penalty: 4603.738281
	Iteration 54Q: 3 clusters Score -1309210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1309220.000000 Penalty: 4603.738281
	Iteration 55Q: 3 clusters Score -1309220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1309223.125000 Penalty: 4603.738281
	Iteration 56Q: 3 clusters Score -1309223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1309224.125000 Penalty: 4603.738281
	Iteration 57Q: 3 clusters Score -1309224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1309225.500000 Penalty: 4603.738281
	Iteration 58Q: 3 clusters Score -1309226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1309224.750000 Penalty: 4603.738281
	Iteration 59Q: 3 clusters Score -1309225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1309226.250000 Penalty: 4603.738281
	Iteration 60F: 3 clusters Score -1309226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -325384.625000 Penalty: 1953.782471
	Iteration 0F: 2 clusters Score -325384.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -322358.718750 Penalty: 3907.564941
	Iteration 0F: 3 clusters Score -322358.7 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -322953.031250 Penalty: 3907.564941
	Iteration 1F: 3 clusters Score -322953 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -323104.406250 Penalty: 3907.564941
	Iteration 2F: 3 clusters Score -323104.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -323181.906250 Penalty: 3907.564941
	Iteration 3Q: 3 clusters Score -323181.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -323238.000000 Penalty: 3907.564941
	Iteration 4Q: 3 clusters Score -323238 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -323287.937500 Penalty: 3907.564941
	Iteration 5Q: 3 clusters Score -323287.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -323334.968750 Penalty: 3907.564941
	Iteration 6Q: 3 clusters Score -323335 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -323374.812500 Penalty: 3907.564941
	Iteration 7Q: 3 clusters Score -323374.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -323404.531250 Penalty: 3907.564941
	Iteration 8Q: 3 clusters Score -323404.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -323437.562500 Penalty: 3907.564941
	Iteration 9Q: 3 clusters Score -323437.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -323463.343750 Penalty: 3907.564941
	Iteration 10Q: 3 clusters Score -323463.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -323492.218750 Penalty: 3907.564941
	Iteration 11Q: 3 clusters Score -323492.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -323519.718750 Penalty: 3907.564941
	Iteration 12Q: 3 clusters Score -323519.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -323541.125000 Penalty: 3907.564941
	Iteration 13Q: 3 clusters Score -323541.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -323563.406250 Penalty: 3907.564941
	Iteration 14Q: 3 clusters Score -323563.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -323582.343750 Penalty: 3907.564941
	Iteration 15Q: 3 clusters Score -323582.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -323610.750000 Penalty: 3907.564941
	Iteration 16Q: 3 clusters Score -323610.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -323632.125000 Penalty: 3907.564941
	Iteration 17Q: 3 clusters Score -323632.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -323653.031250 Penalty: 3907.564941
	Iteration 18Q: 3 clusters Score -323653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -323670.750000 Penalty: 3907.564941
	Iteration 19Q: 3 clusters Score -323670.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -323698.812500 Penalty: 3907.564941
	Iteration 20F: 3 clusters Score -323698.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -323726.968750 Penalty: 3907.564941
	Iteration 21Q: 3 clusters Score -323727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -323756.218750 Penalty: 3907.564941
	Iteration 22Q: 3 clusters Score -323756.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -323808.062500 Penalty: 3907.564941
	Iteration 23Q: 3 clusters Score -323808.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -323875.437500 Penalty: 3907.564941
	Iteration 24Q: 3 clusters Score -323875.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -323948.750000 Penalty: 3907.564941
	Iteration 25Q: 3 clusters Score -323948.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -324026.656250 Penalty: 3907.564941
	Iteration 26Q: 3 clusters Score -324026.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -324078.031250 Penalty: 3907.564941
	Iteration 27Q: 3 clusters Score -324078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -324114.437500 Penalty: 3907.564941
	Iteration 28Q: 3 clusters Score -324114.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -324149.281250 Penalty: 3907.564941
	Iteration 29Q: 3 clusters Score -324149.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -324170.156250 Penalty: 3907.564941
	Iteration 30Q: 3 clusters Score -324170.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -324184.468750 Penalty: 3907.564941
	Iteration 31Q: 3 clusters Score -324184.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -324195.250000 Penalty: 3907.564941
	Iteration 32Q: 3 clusters Score -324195.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -324203.843750 Penalty: 3907.564941
	Iteration 33Q: 3 clusters Score -324203.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -324211.968750 Penalty: 3907.564941
	Iteration 34Q: 3 clusters Score -324212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -324220.343750 Penalty: 3907.564941
	Iteration 35Q: 3 clusters Score -324220.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -324223.531250 Penalty: 3907.564941
	Iteration 36Q: 3 clusters Score -324223.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -324232.968750 Penalty: 3907.564941
	Iteration 37Q: 3 clusters Score -324233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -324244.000000 Penalty: 3907.564941
	Iteration 38Q: 3 clusters Score -324244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -324252.531250 Penalty: 3907.564941
	Iteration 39Q: 3 clusters Score -324252.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -324260.187500 Penalty: 3907.564941
	Iteration 40F: 3 clusters Score -324260.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -324270.906250 Penalty: 3907.564941
	Iteration 41Q: 3 clusters Score -324270.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -324284.593750 Penalty: 3907.564941
	Iteration 42Q: 3 clusters Score -324284.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -324306.593750 Penalty: 3907.564941
	Iteration 43Q: 3 clusters Score -324306.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -324333.875000 Penalty: 3907.564941
	Iteration 44Q: 3 clusters Score -324333.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -324373.656250 Penalty: 3907.564941
	Iteration 45Q: 3 clusters Score -324373.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -324428.781250 Penalty: 3907.564941
	Iteration 46Q: 3 clusters Score -324428.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -324475.000000 Penalty: 3907.564941
	Iteration 47Q: 3 clusters Score -324475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -324518.375000 Penalty: 3907.564941
	Iteration 48Q: 3 clusters Score -324518.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -324569.312500 Penalty: 3907.564941
	Iteration 49Q: 3 clusters Score -324569.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -324604.687500 Penalty: 3907.564941
	Iteration 50Q: 3 clusters Score -324604.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -324639.218750 Penalty: 3907.564941
	Iteration 51Q: 3 clusters Score -324639.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -324663.093750 Penalty: 3907.564941
	Iteration 52Q: 3 clusters Score -324663.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -324677.625000 Penalty: 3907.564941
	Iteration 53Q: 3 clusters Score -324677.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -324686.312500 Penalty: 3907.564941
	Iteration 54Q: 3 clusters Score -324686.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -324691.531250 Penalty: 3907.564941
	Iteration 55Q: 3 clusters Score -324691.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -324696.500000 Penalty: 3907.564941
	Iteration 56Q: 3 clusters Score -324696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -324698.531250 Penalty: 3907.564941
	Iteration 57Q: 3 clusters Score -324698.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -324699.062500 Penalty: 3907.564941
	Iteration 58Q: 3 clusters Score -324699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -324699.843750 Penalty: 3907.564941
	Iteration 59Q: 3 clusters Score -324699.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -324699.843750 Penalty: 3907.564941
	Iteration 60F: 3 clusters Score -324699.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Entering Unmasked Estep 
Score: -680071.312500 Penalty: 2154.945312
	Iteration 0F: 2 clusters Score -680071.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -674971.000000 Penalty: 4309.890625
	Iteration 0F: 3 clusters Score -674971 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -676381.437500 Penalty: 4309.890625
	Iteration 1F: 3 clusters Score -676381.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -676740.937500 Penalty: 4309.890625
	Iteration 2F: 3 clusters Score -676740.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -677051.875000 Penalty: 4309.890625
	Iteration 3F: 3 clusters Score -677051.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -677304.625000 Penalty: 4309.890625
	Iteration 4F: 3 clusters Score -677304.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -677529.625000 Penalty: 4309.890625
	Iteration 5Q: 3 clusters Score -677529.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -677716.000000 Penalty: 4309.890625
	Iteration 6Q: 3 clusters Score -677716 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -677851.437500 Penalty: 4309.890625
	Iteration 7Q: 3 clusters Score -677851.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -677933.625000 Penalty: 4309.890625
	Iteration 8Q: 3 clusters Score -677933.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -677994.187500 Penalty: 4309.890625
	Iteration 9Q: 3 clusters Score -677994.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -678032.750000 Penalty: 4309.890625
	Iteration 10Q: 3 clusters Score -678032.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -678058.625000 Penalty: 4309.890625
	Iteration 11Q: 3 clusters Score -678058.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -678079.187500 Penalty: 4309.890625
	Iteration 12Q: 3 clusters Score -678079.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -678098.625000 Penalty: 4309.890625
	Iteration 13Q: 3 clusters Score -678098.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -678121.625000 Penalty: 4309.890625
	Iteration 14Q: 3 clusters Score -678121.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -678147.250000 Penalty: 4309.890625
	Iteration 15Q: 3 clusters Score -678147.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -678171.062500 Penalty: 4309.890625
	Iteration 16Q: 3 clusters Score -678171.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -678194.375000 Penalty: 4309.890625
	Iteration 17Q: 3 clusters Score -678194.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -678212.812500 Penalty: 4309.890625
	Iteration 18Q: 3 clusters Score -678212.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -678230.000000 Penalty: 4309.890625
	Iteration 19Q: 3 clusters Score -678230 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -678250.750000 Penalty: 4309.890625
	Iteration 20F: 3 clusters Score -678250.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -678265.437500 Penalty: 4309.890625
	Iteration 21Q: 3 clusters Score -678265.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -678276.062500 Penalty: 4309.890625
	Iteration 22Q: 3 clusters Score -678276.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -678283.562500 Penalty: 4309.890625
	Iteration 23Q: 3 clusters Score -678283.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -678294.437500 Penalty: 4309.890625
	Iteration 24Q: 3 clusters Score -678294.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -678301.500000 Penalty: 4309.890625
	Iteration 25Q: 3 clusters Score -678301.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -678306.375000 Penalty: 4309.890625
	Iteration 26Q: 3 clusters Score -678306.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -678310.875000 Penalty: 4309.890625
	Iteration 27Q: 3 clusters Score -678310.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -678313.812500 Penalty: 4309.890625
	Iteration 28Q: 3 clusters Score -678313.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -678318.812500 Penalty: 4309.890625
	Iteration 29Q: 3 clusters Score -678318.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -678321.625000 Penalty: 4309.890625
	Iteration 30Q: 3 clusters Score -678321.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -678323.687500 Penalty: 4309.890625
	Iteration 31Q: 3 clusters Score -678323.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -678326.187500 Penalty: 4309.890625
	Iteration 32Q: 3 clusters Score -678326.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -678330.062500 Penalty: 4309.890625
	Iteration 33Q: 3 clusters Score -678330.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -678329.625000 Penalty: 4309.890625
	Iteration 34Q: 3 clusters Score -678329.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -678331.062500 Penalty: 4309.890625
	Iteration 35Q: 3 clusters Score -678331.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -678331.875000 Penalty: 4309.890625
	Iteration 36Q: 3 clusters Score -678331.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -678336.312500 Penalty: 4309.890625
	Iteration 37Q: 3 clusters Score -678336.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -678335.875000 Penalty: 4309.890625
	Iteration 38Q: 3 clusters Score -678335.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -678342.375000 Penalty: 4309.890625
	Iteration 39Q: 3 clusters Score -678342.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -678344.937500 Penalty: 4309.890625
	Iteration 40F: 3 clusters Score -678344.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -678347.187500 Penalty: 4309.890625
	Iteration 41Q: 3 clusters Score -678347.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -678351.187500 Penalty: 4309.890625
	Iteration 42Q: 3 clusters Score -678351.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -678353.437500 Penalty: 4309.890625
	Iteration 43Q: 3 clusters Score -678353.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -678357.312500 Penalty: 4309.890625
	Iteration 44Q: 3 clusters Score -678357.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -678359.625000 Penalty: 4309.890625
	Iteration 45Q: 3 clusters Score -678359.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -678360.062500 Penalty: 4309.890625
	Iteration 46Q: 3 clusters Score -678360.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -678361.500000 Penalty: 4309.890625
	Iteration 47Q: 3 clusters Score -678361.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -678360.750000 Penalty: 4309.890625
	Iteration 48Q: 3 clusters Score -678360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -678362.562500 Penalty: 4309.890625
	Iteration 49Q: 3 clusters Score -678362.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -678363.375000 Penalty: 4309.890625
	Iteration 50Q: 3 clusters Score -678363.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -678364.437500 Penalty: 4309.890625
	Iteration 51Q: 3 clusters Score -678364.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -678365.625000 Penalty: 4309.890625
	Iteration 52Q: 3 clusters Score -678365.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -678365.000000 Penalty: 4309.890625
	Iteration 53Q: 3 clusters Score -678365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -678365.562500 Penalty: 4309.890625
	Iteration 54Q: 3 clusters Score -678365.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -678367.000000 Penalty: 4309.890625
	Iteration 55Q: 3 clusters Score -678367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -678365.750000 Penalty: 4309.890625
	Iteration 56Q: 3 clusters Score -678365.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -678367.562500 Penalty: 4309.890625
	Iteration 57Q: 3 clusters Score -678367.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -678368.062500 Penalty: 4309.890625
	Iteration 58Q: 3 clusters Score -678368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -678367.562500 Penalty: 4309.890625
	Iteration 59Q: 3 clusters Score -678367.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -678367.562500 Penalty: 4309.890625
	Iteration 60F: 3 clusters Score -678367.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -122396.421875 Penalty: 1718.034424
	Iteration 0F: 2 clusters Score -122396.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -120511.507812 Penalty: 3436.068848
	Iteration 0F: 3 clusters Score -120511.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -120878.992188 Penalty: 3436.068848
	Iteration 1F: 3 clusters Score -120879 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -121057.984375 Penalty: 3436.068848
	Iteration 2F: 3 clusters Score -121058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -121209.500000 Penalty: 3436.068848
	Iteration 3F: 3 clusters Score -121209.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -121329.187500 Penalty: 3436.068848
	Iteration 4Q: 3 clusters Score -121329.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -121395.320312 Penalty: 3436.068848
	Iteration 5Q: 3 clusters Score -121395.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -121424.968750 Penalty: 3436.068848
	Iteration 6Q: 3 clusters Score -121425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -121444.664062 Penalty: 3436.068848
	Iteration 7Q: 3 clusters Score -121444.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -121458.671875 Penalty: 3436.068848
	Iteration 8Q: 3 clusters Score -121458.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -121466.500000 Penalty: 3436.068848
	Iteration 9Q: 3 clusters Score -121466.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -121482.968750 Penalty: 3436.068848
	Iteration 10Q: 3 clusters Score -121483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -121494.921875 Penalty: 3436.068848
	Iteration 11Q: 3 clusters Score -121494.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -121503.273438 Penalty: 3436.068848
	Iteration 12Q: 3 clusters Score -121503.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -121514.078125 Penalty: 3436.068848
	Iteration 13Q: 3 clusters Score -121514.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -121518.531250 Penalty: 3436.068848
	Iteration 14Q: 3 clusters Score -121518.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -121526.710938 Penalty: 3436.068848
	Iteration 15Q: 3 clusters Score -121526.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -121531.906250 Penalty: 3436.068848
	Iteration 16Q: 3 clusters Score -121531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -121533.625000 Penalty: 3436.068848
	Iteration 17Q: 3 clusters Score -121533.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -121533.625000 Penalty: 3436.068848
	Iteration 18F: 3 clusters Score -121533.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Entering Unmasked Estep 
Score: -2491202.500000 Penalty: 2444.633057
	Iteration 0F: 2 clusters Score -2491202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2477711.000000 Penalty: 4889.266113
	Iteration 0F: 3 clusters Score -2477711 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2482118.250000 Penalty: 4889.266113
	Iteration 1F: 3 clusters Score -2482118 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2482479.000000 Penalty: 4889.266113
	Iteration 2F: 3 clusters Score -2482479 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2482772.500000 Penalty: 4889.266113
	Iteration 3Q: 3 clusters Score -2482772 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2483022.000000 Penalty: 4889.266113
	Iteration 4Q: 3 clusters Score -2483022 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2483238.000000 Penalty: 4889.266113
	Iteration 5Q: 3 clusters Score -2483238 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2483432.250000 Penalty: 4889.266113
	Iteration 6Q: 3 clusters Score -2483432 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2483609.000000 Penalty: 4889.266113
	Iteration 7Q: 3 clusters Score -2483609 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2483788.000000 Penalty: 4889.266113
	Iteration 8Q: 3 clusters Score -2483788 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2484016.000000 Penalty: 4889.266113
	Iteration 9Q: 3 clusters Score -2484016 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2484291.750000 Penalty: 4889.266113
	Iteration 10Q: 3 clusters Score -2484292 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2484611.250000 Penalty: 4889.266113
	Iteration 11Q: 3 clusters Score -2484611 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2485034.500000 Penalty: 4889.266113
	Iteration 12Q: 3 clusters Score -2485034 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2485661.500000 Penalty: 4889.266113
	Iteration 13F: 3 clusters Score -2485662 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2486473.000000 Penalty: 4889.266113
	Iteration 14F: 3 clusters Score -2486473 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2487291.250000 Penalty: 4889.266113
	Iteration 15F: 3 clusters Score -2487291 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2488073.250000 Penalty: 4889.266113
	Iteration 16Q: 3 clusters Score -2488073 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2488763.500000 Penalty: 4889.266113
	Iteration 17Q: 3 clusters Score -2488764 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2489234.000000 Penalty: 4889.266113
	Iteration 18Q: 3 clusters Score -2489234 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2489536.500000 Penalty: 4889.266113
	Iteration 19Q: 3 clusters Score -2489536 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2489769.500000 Penalty: 4889.266113
	Iteration 20F: 3 clusters Score -2489770 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2489908.250000 Penalty: 4889.266113
	Iteration 21Q: 3 clusters Score -2489908 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2490000.500000 Penalty: 4889.266113
	Iteration 22Q: 3 clusters Score -2490000 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2490059.000000 Penalty: 4889.266113
	Iteration 23Q: 3 clusters Score -2490059 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2490094.500000 Penalty: 4889.266113
	Iteration 24Q: 3 clusters Score -2490094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2490109.000000 Penalty: 4889.266113
	Iteration 25Q: 3 clusters Score -2490109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2490118.000000 Penalty: 4889.266113
	Iteration 26Q: 3 clusters Score -2490118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2490128.000000 Penalty: 4889.266113
	Iteration 27Q: 3 clusters Score -2490128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2490128.250000 Penalty: 4889.266113
	Iteration 28Q: 3 clusters Score -2490128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2490129.750000 Penalty: 4889.266113
	Iteration 29Q: 3 clusters Score -2490130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2490130.000000 Penalty: 4889.266113
	Iteration 30Q: 3 clusters Score -2490130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2490138.000000 Penalty: 4889.266113
	Iteration 31Q: 3 clusters Score -2490138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2490133.250000 Penalty: 4889.266113
	Iteration 32Q: 3 clusters Score -2490133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2490137.500000 Penalty: 4889.266113
	Iteration 33Q: 3 clusters Score -2490138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2490142.250000 Penalty: 4889.266113
	Iteration 34Q: 3 clusters Score -2490142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2490145.750000 Penalty: 4889.266113
	Iteration 35Q: 3 clusters Score -2490146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2490148.000000 Penalty: 4889.266113
	Iteration 36Q: 3 clusters Score -2490148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2490147.250000 Penalty: 4889.266113
	Iteration 37Q: 3 clusters Score -2490147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2490151.000000 Penalty: 4889.266113
	Iteration 38Q: 3 clusters Score -2490151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2490156.250000 Penalty: 4889.266113
	Iteration 39Q: 3 clusters Score -2490156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2490152.750000 Penalty: 4889.266113
	Iteration 40F: 3 clusters Score -2490153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2490156.250000 Penalty: 4889.266113
	Iteration 41Q: 3 clusters Score -2490156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2490156.250000 Penalty: 4889.266113
	Iteration 42F: 3 clusters Score -2490156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (143916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143916 members 
Entering Unmasked Estep 
Score: -18522890.000000 Penalty: 2945.492432
	Iteration 0F: 2 clusters Score -1.852289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71895 members 
Mstep: Class 2 contains 72021 members 
Entering Unmasked Estep 
Score: -18426916.000000 Penalty: 5890.984863
	Iteration 0F: 3 clusters Score -1.842692e+07 nChanged 68678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 73713 members 
Entering Unmasked Estep 
Score: -18466568.000000 Penalty: 5890.984863
	Iteration 1F: 3 clusters Score -1.846657e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69355 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -18467342.000000 Penalty: 5890.984863
	Iteration 2Q: 3 clusters Score -1.846734e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67923 members 
Mstep: Class 2 contains 75993 members 
Entering Unmasked Estep 
Score: -18468080.000000 Penalty: 5890.984863
	Iteration 3Q: 3 clusters Score -1.846808e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65710 members 
Mstep: Class 2 contains 78206 members 
Entering Unmasked Estep 
Score: -18469190.000000 Penalty: 5890.984863
	Iteration 4Q: 3 clusters Score -1.846919e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62346 members 
Mstep: Class 2 contains 81570 members 
Entering Unmasked Estep 
Score: -18470840.000000 Penalty: 5890.984863
	Iteration 5Q: 3 clusters Score -1.847084e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -18473446.000000 Penalty: 5890.984863
	Iteration 6Q: 3 clusters Score -1.847345e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -18477842.000000 Penalty: 5890.984863
	Iteration 7F: 3 clusters Score -1.847784e+07 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 102979 members 
Entering Unmasked Estep 
Score: -18484490.000000 Penalty: 5890.984863
	Iteration 8F: 3 clusters Score -1.848449e+07 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 113846 members 
Entering Unmasked Estep 
Score: -18493432.000000 Penalty: 5890.984863
	Iteration 9F: 3 clusters Score -1.849343e+07 nChanged 10826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 124616 members 
Entering Unmasked Estep 
Score: -18502894.000000 Penalty: 5890.984863
	Iteration 10F: 3 clusters Score -1.850289e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 133317 members 
Entering Unmasked Estep 
Score: -18510868.000000 Penalty: 5890.984863
	Iteration 11F: 3 clusters Score -1.851087e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 138991 members 
Entering Unmasked Estep 
Score: -18516092.000000 Penalty: 5890.984863
	Iteration 12Q: 3 clusters Score -1.851609e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 141832 members 
Entering Unmasked Estep 
Score: -18518630.000000 Penalty: 5890.984863
	Iteration 13Q: 3 clusters Score -1.851863e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 142955 members 
Entering Unmasked Estep 
Score: -18519554.000000 Penalty: 5890.984863
	Iteration 14Q: 3 clusters Score -1.851955e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 143334 members 
Entering Unmasked Estep 
Score: -18519856.000000 Penalty: 5890.984863
	Iteration 15Q: 3 clusters Score -1.851986e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 143478 members 
Entering Unmasked Estep 
Score: -18519998.000000 Penalty: 5890.984863
	Iteration 16Q: 3 clusters Score -1.852e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 143548 members 
Entering Unmasked Estep 
Score: -18520094.000000 Penalty: 5890.984863
	Iteration 17Q: 3 clusters Score -1.852009e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 143585 members 
Entering Unmasked Estep 
Score: -18520146.000000 Penalty: 5890.984863
	Iteration 18Q: 3 clusters Score -1.852015e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 143602 members 
Entering Unmasked Estep 
Score: -18520210.000000 Penalty: 5890.984863
	Iteration 19Q: 3 clusters Score -1.852021e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 143610 members 
Entering Unmasked Estep 
Score: -18520238.000000 Penalty: 5890.984863
	Iteration 20F: 3 clusters Score -1.852024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 143614 members 
Entering Unmasked Estep 
Score: -18520238.000000 Penalty: 5890.984863
	Iteration 21Q: 3 clusters Score -1.852024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 143618 members 
Entering Unmasked Estep 
Score: -18520242.000000 Penalty: 5890.984863
	Iteration 22Q: 3 clusters Score -1.852024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 143626 members 
Entering Unmasked Estep 
Score: -18520256.000000 Penalty: 5890.984863
	Iteration 23Q: 3 clusters Score -1.852026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 143630 members 
Entering Unmasked Estep 
Score: -18520262.000000 Penalty: 5890.984863
	Iteration 24Q: 3 clusters Score -1.852026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 143636 members 
Entering Unmasked Estep 
Score: -18520270.000000 Penalty: 5890.984863
	Iteration 25Q: 3 clusters Score -1.852027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 143634 members 
Entering Unmasked Estep 
Score: -18520284.000000 Penalty: 5890.984863
	Iteration 26Q: 3 clusters Score -1.852028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 143633 members 
Entering Unmasked Estep 
Score: -18520274.000000 Penalty: 5890.984863
	Iteration 27Q: 3 clusters Score -1.852027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 143633 members 
Entering Unmasked Estep 
Score: -18520274.000000 Penalty: 5890.984863
	Iteration 28F: 3 clusters Score -1.852027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Entering Unmasked Estep 
Score: -2951660.250000 Penalty: 2503.860840
	Iteration 0F: 2 clusters Score -2951660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2934996.250000 Penalty: 5007.721680
	Iteration 0F: 3 clusters Score -2934996 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2940701.750000 Penalty: 5007.721680
	Iteration 1F: 3 clusters Score -2940702 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2941223.250000 Penalty: 5007.721680
	Iteration 2F: 3 clusters Score -2941223 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2941716.750000 Penalty: 5007.721680
	Iteration 3Q: 3 clusters Score -2941717 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2942197.250000 Penalty: 5007.721680
	Iteration 4Q: 3 clusters Score -2942197 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2942643.750000 Penalty: 5007.721680
	Iteration 5Q: 3 clusters Score -2942644 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2943109.250000 Penalty: 5007.721680
	Iteration 6Q: 3 clusters Score -2943109 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2943650.750000 Penalty: 5007.721680
	Iteration 7Q: 3 clusters Score -2943651 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2944189.250000 Penalty: 5007.721680
	Iteration 8Q: 3 clusters Score -2944189 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2944774.000000 Penalty: 5007.721680
	Iteration 9Q: 3 clusters Score -2944774 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2945402.500000 Penalty: 5007.721680
	Iteration 10Q: 3 clusters Score -2945402 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2946087.000000 Penalty: 5007.721680
	Iteration 11Q: 3 clusters Score -2946087 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2946658.250000 Penalty: 5007.721680
	Iteration 12Q: 3 clusters Score -2946658 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2947113.000000 Penalty: 5007.721680
	Iteration 13Q: 3 clusters Score -2947113 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2947365.000000 Penalty: 5007.721680
	Iteration 14Q: 3 clusters Score -2947365 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2947520.000000 Penalty: 5007.721680
	Iteration 15Q: 3 clusters Score -2947520 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2947608.750000 Penalty: 5007.721680
	Iteration 16Q: 3 clusters Score -2947609 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2947692.250000 Penalty: 5007.721680
	Iteration 17Q: 3 clusters Score -2947692 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2947736.750000 Penalty: 5007.721680
	Iteration 18Q: 3 clusters Score -2947737 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2947765.250000 Penalty: 5007.721680
	Iteration 19Q: 3 clusters Score -2947765 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2947773.250000 Penalty: 5007.721680
	Iteration 20F: 3 clusters Score -2947773 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2947786.250000 Penalty: 5007.721680
	Iteration 21Q: 3 clusters Score -2947786 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2947802.500000 Penalty: 5007.721680
	Iteration 22Q: 3 clusters Score -2947802 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2947829.500000 Penalty: 5007.721680
	Iteration 23Q: 3 clusters Score -2947830 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2947846.500000 Penalty: 5007.721680
	Iteration 24Q: 3 clusters Score -2947846 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2947857.000000 Penalty: 5007.721680
	Iteration 25Q: 3 clusters Score -2947857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2947862.750000 Penalty: 5007.721680
	Iteration 26Q: 3 clusters Score -2947863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2947869.500000 Penalty: 5007.721680
	Iteration 27Q: 3 clusters Score -2947870 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2947874.500000 Penalty: 5007.721680
	Iteration 28Q: 3 clusters Score -2947874 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2947871.500000 Penalty: 5007.721680
	Iteration 29Q: 3 clusters Score -2947872 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2947875.000000 Penalty: 5007.721680
	Iteration 30Q: 3 clusters Score -2947875 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2947882.750000 Penalty: 5007.721680
	Iteration 31Q: 3 clusters Score -2947883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2947882.750000 Penalty: 5007.721680
	Iteration 32Q: 3 clusters Score -2947883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2947882.750000 Penalty: 5007.721680
	Iteration 33Q: 3 clusters Score -2947883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2947885.750000 Penalty: 5007.721680
	Iteration 34Q: 3 clusters Score -2947886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2947897.750000 Penalty: 5007.721680
	Iteration 35Q: 3 clusters Score -2947898 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2947904.750000 Penalty: 5007.721680
	Iteration 36Q: 3 clusters Score -2947905 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2947918.500000 Penalty: 5007.721680
	Iteration 37Q: 3 clusters Score -2947918 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2947912.250000 Penalty: 5007.721680
	Iteration 38Q: 3 clusters Score -2947912 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2947929.000000 Penalty: 5007.721680
	Iteration 39Q: 3 clusters Score -2947929 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2947936.000000 Penalty: 5007.721680
	Iteration 40F: 3 clusters Score -2947936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2947934.500000 Penalty: 5007.721680
	Iteration 41Q: 3 clusters Score -2947934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2947933.750000 Penalty: 5007.721680
	Iteration 42Q: 3 clusters Score -2947934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2947943.250000 Penalty: 5007.721680
	Iteration 43Q: 3 clusters Score -2947943 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2947948.500000 Penalty: 5007.721680
	Iteration 44Q: 3 clusters Score -2947948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2947945.250000 Penalty: 5007.721680
	Iteration 45Q: 3 clusters Score -2947945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2947957.500000 Penalty: 5007.721680
	Iteration 46Q: 3 clusters Score -2947958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2947958.250000 Penalty: 5007.721680
	Iteration 47Q: 3 clusters Score -2947958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2947970.250000 Penalty: 5007.721680
	Iteration 48Q: 3 clusters Score -2947970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2947972.750000 Penalty: 5007.721680
	Iteration 49Q: 3 clusters Score -2947973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2947980.000000 Penalty: 5007.721680
	Iteration 50Q: 3 clusters Score -2947980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2947980.750000 Penalty: 5007.721680
	Iteration 51Q: 3 clusters Score -2947981 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2947983.750000 Penalty: 5007.721680
	Iteration 52Q: 3 clusters Score -2947984 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2947990.750000 Penalty: 5007.721680
	Iteration 53Q: 3 clusters Score -2947991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2948002.000000 Penalty: 5007.721680
	Iteration 54Q: 3 clusters Score -2948002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2948001.000000 Penalty: 5007.721680
	Iteration 55Q: 3 clusters Score -2948001 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2947997.750000 Penalty: 5007.721680
	Iteration 56Q: 3 clusters Score -2947998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2948001.000000 Penalty: 5007.721680
	Iteration 57Q: 3 clusters Score -2948001 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2948000.000000 Penalty: 5007.721680
	Iteration 58Q: 3 clusters Score -2948000 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2948018.750000 Penalty: 5007.721680
	Iteration 59Q: 3 clusters Score -2948019 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2948038.500000 Penalty: 5007.721680
	Iteration 60F: 3 clusters Score -2948038 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2948028.750000 Penalty: 5007.721680
	Iteration 61Q: 3 clusters Score -2948029 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2948041.000000 Penalty: 5007.721680
	Iteration 62Q: 3 clusters Score -2948041 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2948049.500000 Penalty: 5007.721680
	Iteration 63Q: 3 clusters Score -2948050 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2948059.000000 Penalty: 5007.721680
	Iteration 64Q: 3 clusters Score -2948059 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2948071.500000 Penalty: 5007.721680
	Iteration 65Q: 3 clusters Score -2948072 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2948075.500000 Penalty: 5007.721680
	Iteration 66Q: 3 clusters Score -2948076 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2948084.750000 Penalty: 5007.721680
	Iteration 67Q: 3 clusters Score -2948085 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2948087.500000 Penalty: 5007.721680
	Iteration 68Q: 3 clusters Score -2948088 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2948095.750000 Penalty: 5007.721680
	Iteration 69Q: 3 clusters Score -2948096 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2948115.500000 Penalty: 5007.721680
	Iteration 70Q: 3 clusters Score -2948116 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2948126.500000 Penalty: 5007.721680
	Iteration 71Q: 3 clusters Score -2948126 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2948140.000000 Penalty: 5007.721680
	Iteration 72Q: 3 clusters Score -2948140 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2948160.500000 Penalty: 5007.721680
	Iteration 73Q: 3 clusters Score -2948160 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2948171.000000 Penalty: 5007.721680
	Iteration 74Q: 3 clusters Score -2948171 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2948179.250000 Penalty: 5007.721680
	Iteration 75Q: 3 clusters Score -2948179 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2948180 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2948190.250000 Penalty: 5007.721680
	Iteration 77Q: 3 clusters Score -2948190 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2948197.500000 Penalty: 5007.721680
	Iteration 78Q: 3 clusters Score -2948198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2948205.250000 Penalty: 5007.721680
	Iteration 79Q: 3 clusters Score -2948205 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2948218.500000 Penalty: 5007.721680
	Iteration 80F: 3 clusters Score -2948218 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2948240.750000 Penalty: 5007.721680
	Iteration 81Q: 3 clusters Score -2948241 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2948234.250000 Penalty: 5007.721680
	Iteration 82Q: 3 clusters Score -2948234 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2948250.500000 Penalty: 5007.721680
	Iteration 83Q: 3 clusters Score -2948250 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2948252.500000 Penalty: 5007.721680
	Iteration 84Q: 3 clusters Score -2948252 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2948259.250000 Penalty: 5007.721680
	Iteration 85Q: 3 clusters Score -2948259 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2948267.750000 Penalty: 5007.721680
	Iteration 86Q: 3 clusters Score -2948268 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2948269.750000 Penalty: 5007.721680
	Iteration 87Q: 3 clusters Score -2948270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2948266.750000 Penalty: 5007.721680
	Iteration 88Q: 3 clusters Score -2948267 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2948282.000000 Penalty: 5007.721680
	Iteration 89Q: 3 clusters Score -2948282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2948286.500000 Penalty: 5007.721680
	Iteration 90Q: 3 clusters Score -2948286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2948294.000000 Penalty: 5007.721680
	Iteration 91Q: 3 clusters Score -2948294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2948305.500000 Penalty: 5007.721680
	Iteration 92Q: 3 clusters Score -2948306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2948307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2948310.000000 Penalty: 5007.721680
	Iteration 94Q: 3 clusters Score -2948310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2948310.500000 Penalty: 5007.721680
	Iteration 95Q: 3 clusters Score -2948310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2948316.500000 Penalty: 5007.721680
	Iteration 96Q: 3 clusters Score -2948316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2948315.750000 Penalty: 5007.721680
	Iteration 97Q: 3 clusters Score -2948316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2948318.500000 Penalty: 5007.721680
	Iteration 98Q: 3 clusters Score -2948318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2948320.500000 Penalty: 5007.721680
	Iteration 99Q: 3 clusters Score -2948320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2948310.750000 Penalty: 5007.721680
	Iteration 100F: 3 clusters Score -2948311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2948314.000000 Penalty: 5007.721680
	Iteration 101Q: 3 clusters Score -2948314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2948315.750000 Penalty: 5007.721680
	Iteration 102Q: 3 clusters Score -2948316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2948314.750000 Penalty: 5007.721680
	Iteration 103Q: 3 clusters Score -2948315 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2948320.250000 Penalty: 5007.721680
	Iteration 104Q: 3 clusters Score -2948320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2948323.750000 Penalty: 5007.721680
	Iteration 105Q: 3 clusters Score -2948324 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2948335.750000 Penalty: 5007.721680
	Iteration 106Q: 3 clusters Score -2948336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2948336.750000 Penalty: 5007.721680
	Iteration 107Q: 3 clusters Score -2948337 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2948349.000000 Penalty: 5007.721680
	Iteration 108Q: 3 clusters Score -2948349 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2948349.500000 Penalty: 5007.721680
	Iteration 109Q: 3 clusters Score -2948350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2948351.250000 Penalty: 5007.721680
	Iteration 110Q: 3 clusters Score -2948351 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2948357.000000 Penalty: 5007.721680
	Iteration 111Q: 3 clusters Score -2948357 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2948358.750000 Penalty: 5007.721680
	Iteration 112Q: 3 clusters Score -2948359 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2948357.000000 Penalty: 5007.721680
	Iteration 113Q: 3 clusters Score -2948357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2948368.750000 Penalty: 5007.721680
	Iteration 114Q: 3 clusters Score -2948369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2948367.000000 Penalty: 5007.721680
	Iteration 115Q: 3 clusters Score -2948367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2948371.250000 Penalty: 5007.721680
	Iteration 116Q: 3 clusters Score -2948371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2948366.250000 Penalty: 5007.721680
	Iteration 117Q: 3 clusters Score -2948366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2948379.000000 Penalty: 5007.721680
	Iteration 118Q: 3 clusters Score -2948379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2948382.250000 Penalty: 5007.721680
	Iteration 119Q: 3 clusters Score -2948382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2948378.250000 Penalty: 5007.721680
	Iteration 120F: 3 clusters Score -2948378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2948389.750000 Penalty: 5007.721680
	Iteration 121Q: 3 clusters Score -2948390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2948389.000000 Penalty: 5007.721680
	Iteration 122Q: 3 clusters Score -2948389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2948380.750000 Penalty: 5007.721680
	Iteration 123Q: 3 clusters Score -2948381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2948389.250000 Penalty: 5007.721680
	Iteration 124Q: 3 clusters Score -2948389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2948392.000000 Penalty: 5007.721680
	Iteration 125Q: 3 clusters Score -2948392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2948396.000000 Penalty: 5007.721680
	Iteration 126Q: 3 clusters Score -2948396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2948400.500000 Penalty: 5007.721680
	Iteration 127Q: 3 clusters Score -2948400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2948405.000000 Penalty: 5007.721680
	Iteration 128Q: 3 clusters Score -2948405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2948410.500000 Penalty: 5007.721680
	Iteration 129Q: 3 clusters Score -2948410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2948408.500000 Penalty: 5007.721680
	Iteration 130Q: 3 clusters Score -2948408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2948412.500000 Penalty: 5007.721680
	Iteration 131Q: 3 clusters Score -2948412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2948419.000000 Penalty: 5007.721680
	Iteration 132Q: 3 clusters Score -2948419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2948413.000000 Penalty: 5007.721680
	Iteration 133Q: 3 clusters Score -2948413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2948418.500000 Penalty: 5007.721680
	Iteration 134Q: 3 clusters Score -2948418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2948424.750000 Penalty: 5007.721680
	Iteration 135Q: 3 clusters Score -2948425 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2948431.250000 Penalty: 5007.721680
	Iteration 136Q: 3 clusters Score -2948431 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2948436.750000 Penalty: 5007.721680
	Iteration 137Q: 3 clusters Score -2948437 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2948433.500000 Penalty: 5007.721680
	Iteration 138Q: 3 clusters Score -2948434 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2948433.500000 Penalty: 5007.721680
	Iteration 139Q: 3 clusters Score -2948434 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2948458.750000 Penalty: 5007.721680
	Iteration 140F: 3 clusters Score -2948459 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2948468 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2948476 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2948490 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2948497 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2948504 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2948517 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2948528 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2948538 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2948542 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2948553 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2948563 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2948566 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2948573 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2948585 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2948598 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2948612 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2948632 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2948640 nChanged 90
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Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2948659 nChanged 94
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Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2948668 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2948685 nChanged 106
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Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2948711 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2948730 nChanged 120
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Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2948745 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2948772 nChanged 118
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Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2948796 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2948812 nChanged 107
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Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2948834 nChanged 130
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Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2948870 nChanged 145
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Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2948887 nChanged 128
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2948911 nChanged 123
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Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2948940 nChanged 128
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2948967 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2948992 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2949018 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2949042 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2949049 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2949056 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2949071 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2949081 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2949078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2949089 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2949113 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2949114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2949128 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2949148 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2949164 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2949175 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2949197 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2949200 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2949214 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2949234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2949246 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2949258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2949258 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2949275 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2949278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2949292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2949306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2949309.750000 Penalty: 5007.721680
	Iteration 200F: 3 clusters Score -2949310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2949314.250000 Penalty: 5007.721680
	Iteration 201Q: 3 clusters Score -2949314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2949322.000000 Penalty: 5007.721680
	Iteration 202Q: 3 clusters Score -2949322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2949337 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2949331.000000 Penalty: 5007.721680
	Iteration 204Q: 3 clusters Score -2949331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2949337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2949337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2949340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2949349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2949362.500000 Penalty: 5007.721680
	Iteration 209Q: 3 clusters Score -2949362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2949375.500000 Penalty: 5007.721680
	Iteration 210Q: 3 clusters Score -2949376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2949379.500000 Penalty: 5007.721680
	Iteration 211Q: 3 clusters Score -2949380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2949386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2949397 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2949404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2949420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2949433 nChanged 51
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Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2949445 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -2949452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2949458 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2949483.500000 Penalty: 5007.721680
	Iteration 220F: 3 clusters Score -2949484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -2949484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -2949496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -2949505 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2949519.500000 Penalty: 5007.721680
	Iteration 224Q: 3 clusters Score -2949520 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -2949524 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -2949536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2949551.500000 Penalty: 5007.721680
	Iteration 227Q: 3 clusters Score -2949552 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2949560.500000 Penalty: 5007.721680
	Iteration 228Q: 3 clusters Score -2949560 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2949568.500000 Penalty: 5007.721680
	Iteration 229Q: 3 clusters Score -2949568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2949571.500000 Penalty: 5007.721680
	Iteration 230Q: 3 clusters Score -2949572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2949578.250000 Penalty: 5007.721680
	Iteration 231Q: 3 clusters Score -2949578 nChanged 29
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Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2949582.500000 Penalty: 5007.721680
	Iteration 232Q: 3 clusters Score -2949582 nChanged 32
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Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2949591.000000 Penalty: 5007.721680
	Iteration 233Q: 3 clusters Score -2949591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2949592.500000 Penalty: 5007.721680
	Iteration 234Q: 3 clusters Score -2949592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2949593.500000 Penalty: 5007.721680
	Iteration 235Q: 3 clusters Score -2949594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2949605.500000 Penalty: 5007.721680
	Iteration 236Q: 3 clusters Score -2949606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2949612.750000 Penalty: 5007.721680
	Iteration 237Q: 3 clusters Score -2949613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2949609.750000 Penalty: 5007.721680
	Iteration 238Q: 3 clusters Score -2949610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2949623.750000 Penalty: 5007.721680
	Iteration 239Q: 3 clusters Score -2949624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2949626.250000 Penalty: 5007.721680
	Iteration 240F: 3 clusters Score -2949626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2949629.750000 Penalty: 5007.721680
	Iteration 241Q: 3 clusters Score -2949630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2949632.250000 Penalty: 5007.721680
	Iteration 242Q: 3 clusters Score -2949632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2949636.750000 Penalty: 5007.721680
	Iteration 243Q: 3 clusters Score -2949637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2949631.250000 Penalty: 5007.721680
	Iteration 244Q: 3 clusters Score -2949631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2949642.250000 Penalty: 5007.721680
	Iteration 245Q: 3 clusters Score -2949642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2949638.500000 Penalty: 5007.721680
	Iteration 246Q: 3 clusters Score -2949638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2949645.000000 Penalty: 5007.721680
	Iteration 247Q: 3 clusters Score -2949645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2949645.500000 Penalty: 5007.721680
	Iteration 248Q: 3 clusters Score -2949646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2949652.500000 Penalty: 5007.721680
	Iteration 249Q: 3 clusters Score -2949652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2949652.500000 Penalty: 5007.721680
	Iteration 250Q: 3 clusters Score -2949652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2949651.750000 Penalty: 5007.721680
	Iteration 251Q: 3 clusters Score -2949652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2949664.500000 Penalty: 5007.721680
	Iteration 252Q: 3 clusters Score -2949664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2949661.250000 Penalty: 5007.721680
	Iteration 253Q: 3 clusters Score -2949661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2949676.000000 Penalty: 5007.721680
	Iteration 254Q: 3 clusters Score -2949676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2949684.500000 Penalty: 5007.721680
	Iteration 255Q: 3 clusters Score -2949684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2949681.750000 Penalty: 5007.721680
	Iteration 256Q: 3 clusters Score -2949682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2949677.000000 Penalty: 5007.721680
	Iteration 257Q: 3 clusters Score -2949677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2949676.250000 Penalty: 5007.721680
	Iteration 258Q: 3 clusters Score -2949676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2949682.250000 Penalty: 5007.721680
	Iteration 259Q: 3 clusters Score -2949682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2949679.750000 Penalty: 5007.721680
	Iteration 260F: 3 clusters Score -2949680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2949686.750000 Penalty: 5007.721680
	Iteration 261Q: 3 clusters Score -2949687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2949689.500000 Penalty: 5007.721680
	Iteration 262Q: 3 clusters Score -2949690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2949689.500000 Penalty: 5007.721680
	Iteration 263Q: 3 clusters Score -2949690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2949690.750000 Penalty: 5007.721680
	Iteration 264Q: 3 clusters Score -2949691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2949695.750000 Penalty: 5007.721680
	Iteration 265Q: 3 clusters Score -2949696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2949697.250000 Penalty: 5007.721680
	Iteration 266Q: 3 clusters Score -2949697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2949697.000000 Penalty: 5007.721680
	Iteration 267Q: 3 clusters Score -2949697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2949703.750000 Penalty: 5007.721680
	Iteration 268Q: 3 clusters Score -2949704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2949706.250000 Penalty: 5007.721680
	Iteration 269Q: 3 clusters Score -2949706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2949714.000000 Penalty: 5007.721680
	Iteration 270Q: 3 clusters Score -2949714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2949716.750000 Penalty: 5007.721680
	Iteration 271Q: 3 clusters Score -2949717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2949720.250000 Penalty: 5007.721680
	Iteration 272Q: 3 clusters Score -2949720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2949713.750000 Penalty: 5007.721680
	Iteration 273Q: 3 clusters Score -2949714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2949716.750000 Penalty: 5007.721680
	Iteration 274Q: 3 clusters Score -2949717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2949720.750000 Penalty: 5007.721680
	Iteration 275Q: 3 clusters Score -2949721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2949726.000000 Penalty: 5007.721680
	Iteration 276Q: 3 clusters Score -2949726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2949728.500000 Penalty: 5007.721680
	Iteration 277Q: 3 clusters Score -2949728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2949727.750000 Penalty: 5007.721680
	Iteration 278Q: 3 clusters Score -2949728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2949728.750000 Penalty: 5007.721680
	Iteration 279Q: 3 clusters Score -2949729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2949731.500000 Penalty: 5007.721680
	Iteration 280F: 3 clusters Score -2949732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2949732.000000 Penalty: 5007.721680
	Iteration 281Q: 3 clusters Score -2949732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2949729.250000 Penalty: 5007.721680
	Iteration 282Q: 3 clusters Score -2949729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2949730.000000 Penalty: 5007.721680
	Iteration 283Q: 3 clusters Score -2949730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2949729.250000 Penalty: 5007.721680
	Iteration 284Q: 3 clusters Score -2949729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2949730.250000 Penalty: 5007.721680
	Iteration 285Q: 3 clusters Score -2949730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2949730.250000 Penalty: 5007.721680
	Iteration 286F: 3 clusters Score -2949730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Entering Unmasked Estep 
Score: -483170.250000 Penalty: 2052.545898
	Iteration 0F: 2 clusters Score -483170.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -479318.218750 Penalty: 4105.091797
	Iteration 0F: 3 clusters Score -479318.2 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -480233.500000 Penalty: 4105.091797
	Iteration 1F: 3 clusters Score -480233.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -480561.343750 Penalty: 4105.091797
	Iteration 2F: 3 clusters Score -480561.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -480811.625000 Penalty: 4105.091797
	Iteration 3F: 3 clusters Score -480811.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -481032.687500 Penalty: 4105.091797
	Iteration 4F: 3 clusters Score -481032.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -481214.937500 Penalty: 4105.091797
	Iteration 5F: 3 clusters Score -481214.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -481371.781250 Penalty: 4105.091797
	Iteration 6Q: 3 clusters Score -481371.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -481498.656250 Penalty: 4105.091797
	Iteration 7Q: 3 clusters Score -481498.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -481604.593750 Penalty: 4105.091797
	Iteration 8Q: 3 clusters Score -481604.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -481704.593750 Penalty: 4105.091797
	Iteration 9Q: 3 clusters Score -481704.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -481791.718750 Penalty: 4105.091797
	Iteration 10Q: 3 clusters Score -481791.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -481856.656250 Penalty: 4105.091797
	Iteration 11Q: 3 clusters Score -481856.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -481904.250000 Penalty: 4105.091797
	Iteration 12Q: 3 clusters Score -481904.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -481928.656250 Penalty: 4105.091797
	Iteration 13Q: 3 clusters Score -481928.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -481954.812500 Penalty: 4105.091797
	Iteration 14Q: 3 clusters Score -481954.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -481966.125000 Penalty: 4105.091797
	Iteration 15Q: 3 clusters Score -481966.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -481975.468750 Penalty: 4105.091797
	Iteration 16Q: 3 clusters Score -481975.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -481983.375000 Penalty: 4105.091797
	Iteration 17Q: 3 clusters Score -481983.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -481989.031250 Penalty: 4105.091797
	Iteration 18Q: 3 clusters Score -481989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -481994.781250 Penalty: 4105.091797
	Iteration 19Q: 3 clusters Score -481994.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -481999.218750 Penalty: 4105.091797
	Iteration 20F: 3 clusters Score -481999.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -482002.125000 Penalty: 4105.091797
	Iteration 21Q: 3 clusters Score -482002.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -482005.562500 Penalty: 4105.091797
	Iteration 22Q: 3 clusters Score -482005.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -482015.656250 Penalty: 4105.091797
	Iteration 23Q: 3 clusters Score -482015.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -482029.968750 Penalty: 4105.091797
	Iteration 24Q: 3 clusters Score -482030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -482049.218750 Penalty: 4105.091797
	Iteration 25Q: 3 clusters Score -482049.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -482077.281250 Penalty: 4105.091797
	Iteration 26Q: 3 clusters Score -482077.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -482098.437500 Penalty: 4105.091797
	Iteration 27Q: 3 clusters Score -482098.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -482109.875000 Penalty: 4105.091797
	Iteration 28Q: 3 clusters Score -482109.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -482118.437500 Penalty: 4105.091797
	Iteration 29Q: 3 clusters Score -482118.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -482122.906250 Penalty: 4105.091797
	Iteration 30Q: 3 clusters Score -482122.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -482128.062500 Penalty: 4105.091797
	Iteration 31Q: 3 clusters Score -482128.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -482130.843750 Penalty: 4105.091797
	Iteration 32Q: 3 clusters Score -482130.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -482133.156250 Penalty: 4105.091797
	Iteration 33Q: 3 clusters Score -482133.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -482135.843750 Penalty: 4105.091797
	Iteration 34Q: 3 clusters Score -482135.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -482139.468750 Penalty: 4105.091797
	Iteration 35Q: 3 clusters Score -482139.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -482145.781250 Penalty: 4105.091797
	Iteration 36Q: 3 clusters Score -482145.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -482149.968750 Penalty: 4105.091797
	Iteration 37Q: 3 clusters Score -482150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -482153.937500 Penalty: 4105.091797
	Iteration 38Q: 3 clusters Score -482153.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -482160.562500 Penalty: 4105.091797
	Iteration 39Q: 3 clusters Score -482160.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -482168.625000 Penalty: 4105.091797
	Iteration 40F: 3 clusters Score -482168.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -482172.250000 Penalty: 4105.091797
	Iteration 41Q: 3 clusters Score -482172.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -482175.406250 Penalty: 4105.091797
	Iteration 42Q: 3 clusters Score -482175.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -482179.906250 Penalty: 4105.091797
	Iteration 43Q: 3 clusters Score -482179.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -482183.968750 Penalty: 4105.091797
	Iteration 44Q: 3 clusters Score -482184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -482185.937500 Penalty: 4105.091797
	Iteration 45Q: 3 clusters Score -482185.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -482186.250000 Penalty: 4105.091797
	Iteration 46Q: 3 clusters Score -482186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -482188.718750 Penalty: 4105.091797
	Iteration 47Q: 3 clusters Score -482188.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -482188.531250 Penalty: 4105.091797
	Iteration 48Q: 3 clusters Score -482188.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -482190.281250 Penalty: 4105.091797
	Iteration 49Q: 3 clusters Score -482190.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -482189.937500 Penalty: 4105.091797
	Iteration 50Q: 3 clusters Score -482189.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -482189.937500 Penalty: 4105.091797
	Iteration 51F: 3 clusters Score -482189.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (179238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179238 members 
Entering Unmasked Estep 
Score: -22989188.000000 Penalty: 2999.924561
	Iteration 0F: 2 clusters Score -2.298919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 89544 members 
Entering Unmasked Estep 
Score: -22869776.000000 Penalty: 5999.849121
	Iteration 0F: 3 clusters Score -2.286978e+07 nChanged 85594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 87688 members 
Entering Unmasked Estep 
Score: -22920084.000000 Penalty: 5999.849121
	Iteration 1F: 3 clusters Score -2.292008e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92796 members 
Mstep: Class 2 contains 86442 members 
Entering Unmasked Estep 
Score: -22921448.000000 Penalty: 5999.849121
	Iteration 2Q: 3 clusters Score -2.292145e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94872 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -22923324.000000 Penalty: 5999.849121
	Iteration 3Q: 3 clusters Score -2.292332e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 81292 members 
Entering Unmasked Estep 
Score: -22926290.000000 Penalty: 5999.849121
	Iteration 4Q: 3 clusters Score -2.292629e+07 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102201 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -22930470.000000 Penalty: 5999.849121
	Iteration 5Q: 3 clusters Score -2.293047e+07 nChanged 10113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107822 members 
Mstep: Class 2 contains 71416 members 
Entering Unmasked Estep 
Score: -22935326.000000 Penalty: 5999.849121
	Iteration 6F: 3 clusters Score -2.293533e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114516 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -22940476.000000 Penalty: 5999.849121
	Iteration 7F: 3 clusters Score -2.294048e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121983 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -22946100.000000 Penalty: 5999.849121
	Iteration 8F: 3 clusters Score -2.29461e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129600 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -22950964.000000 Penalty: 5999.849121
	Iteration 9F: 3 clusters Score -2.295096e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137245 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -22955360.000000 Penalty: 5999.849121
	Iteration 10Q: 3 clusters Score -2.295536e+07 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144877 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -22960064.000000 Penalty: 5999.849121
	Iteration 11Q: 3 clusters Score -2.296006e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152507 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -22965372.000000 Penalty: 5999.849121
	Iteration 12Q: 3 clusters Score -2.296537e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159721 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -22972128.000000 Penalty: 5999.849121
	Iteration 13Q: 3 clusters Score -2.297213e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165408 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -22977442.000000 Penalty: 5999.849121
	Iteration 14Q: 3 clusters Score -2.297744e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168964 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -22980740.000000 Penalty: 5999.849121
	Iteration 15Q: 3 clusters Score -2.298074e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171178 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -22983124.000000 Penalty: 5999.849121
	Iteration 16Q: 3 clusters Score -2.298312e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172526 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -22984248.000000 Penalty: 5999.849121
	Iteration 17Q: 3 clusters Score -2.298425e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173425 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -22984928.000000 Penalty: 5999.849121
	Iteration 18Q: 3 clusters Score -2.298493e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174074 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -22985386.000000 Penalty: 5999.849121
	Iteration 19Q: 3 clusters Score -2.298539e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174606 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -22985626.000000 Penalty: 5999.849121
	Iteration 20F: 3 clusters Score -2.298563e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175019 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -22985888.000000 Penalty: 5999.849121
	Iteration 21Q: 3 clusters Score -2.298589e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175378 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -22986084.000000 Penalty: 5999.849121
	Iteration 22Q: 3 clusters Score -2.298608e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175663 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -22986200.000000 Penalty: 5999.849121
	Iteration 23Q: 3 clusters Score -2.29862e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175920 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -22986310.000000 Penalty: 5999.849121
	Iteration 24Q: 3 clusters Score -2.298631e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176129 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -22986388.000000 Penalty: 5999.849121
	Iteration 25Q: 3 clusters Score -2.298639e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176304 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -22986414.000000 Penalty: 5999.849121
	Iteration 26Q: 3 clusters Score -2.298641e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176458 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -22986494.000000 Penalty: 5999.849121
	Iteration 27Q: 3 clusters Score -2.298649e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176599 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -22986584.000000 Penalty: 5999.849121
	Iteration 28Q: 3 clusters Score -2.298658e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176722 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -22986574.000000 Penalty: 5999.849121
	Iteration 29Q: 3 clusters Score -2.298657e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176834 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -22986572.000000 Penalty: 5999.849121
	Iteration 30Q: 3 clusters Score -2.298657e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176926 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -22986600.000000 Penalty: 5999.849121
	Iteration 31Q: 3 clusters Score -2.29866e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177003 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -22986648.000000 Penalty: 5999.849121
	Iteration 32Q: 3 clusters Score -2.298665e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177073 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -22986660.000000 Penalty: 5999.849121
	Iteration 33Q: 3 clusters Score -2.298666e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177136 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -22986710.000000 Penalty: 5999.849121
	Iteration 34Q: 3 clusters Score -2.298671e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177189 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -22986722.000000 Penalty: 5999.849121
	Iteration 35Q: 3 clusters Score -2.298672e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177235 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -22986748.000000 Penalty: 5999.849121
	Iteration 36Q: 3 clusters Score -2.298675e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177286 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -22986758.000000 Penalty: 5999.849121
	Iteration 37Q: 3 clusters Score -2.298676e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177331 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -22986790.000000 Penalty: 5999.849121
	Iteration 38Q: 3 clusters Score -2.298679e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177362 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -22986798.000000 Penalty: 5999.849121
	Iteration 39Q: 3 clusters Score -2.29868e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177386 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -22986806.000000 Penalty: 5999.849121
	Iteration 40F: 3 clusters Score -2.298681e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177412 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -22986824.000000 Penalty: 5999.849121
	Iteration 41Q: 3 clusters Score -2.298682e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177439 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -22986848.000000 Penalty: 5999.849121
	Iteration 42Q: 3 clusters Score -2.298685e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177464 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -22986846.000000 Penalty: 5999.849121
	Iteration 43Q: 3 clusters Score -2.298685e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177493 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -22986852.000000 Penalty: 5999.849121
	Iteration 44Q: 3 clusters Score -2.298685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177514 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -22986844.000000 Penalty: 5999.849121
	Iteration 45Q: 3 clusters Score -2.298684e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177531 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -22986838.000000 Penalty: 5999.849121
	Iteration 46Q: 3 clusters Score -2.298684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177546 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -22986826.000000 Penalty: 5999.849121
	Iteration 47Q: 3 clusters Score -2.298683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177557 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -22986834.000000 Penalty: 5999.849121
	Iteration 48Q: 3 clusters Score -2.298683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177567 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -22986838.000000 Penalty: 5999.849121
	Iteration 49Q: 3 clusters Score -2.298684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177573 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -22986824.000000 Penalty: 5999.849121
	Iteration 50Q: 3 clusters Score -2.298682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177578 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -22986826.000000 Penalty: 5999.849121
	Iteration 51Q: 3 clusters Score -2.298683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177582 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -22986828.000000 Penalty: 5999.849121
	Iteration 52Q: 3 clusters Score -2.298683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177587 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -22986828.000000 Penalty: 5999.849121
	Iteration 53Q: 3 clusters Score -2.298683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177596 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -22986812.000000 Penalty: 5999.849121
	Iteration 54Q: 3 clusters Score -2.298681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177604 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -22986814.000000 Penalty: 5999.849121
	Iteration 55Q: 3 clusters Score -2.298681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177608 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -22986816.000000 Penalty: 5999.849121
	Iteration 56Q: 3 clusters Score -2.298682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177608 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -22986824.000000 Penalty: 5999.849121
	Iteration 57Q: 3 clusters Score -2.298682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177610 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -22986818.000000 Penalty: 5999.849121
	Iteration 58Q: 3 clusters Score -2.298682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177613 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -22986834.000000 Penalty: 5999.849121
	Iteration 59Q: 3 clusters Score -2.298683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177617 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -22986842.000000 Penalty: 5999.849121
	Iteration 60F: 3 clusters Score -2.298684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177619 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -22986836.000000 Penalty: 5999.849121
	Iteration 61Q: 3 clusters Score -2.298684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177620 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -22986836.000000 Penalty: 5999.849121
	Iteration 62Q: 3 clusters Score -2.298684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177621 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -22986840.000000 Penalty: 5999.849121
	Iteration 63Q: 3 clusters Score -2.298684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177621 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -22986840.000000 Penalty: 5999.849121
	Iteration 64F: 3 clusters Score -2.298684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (51901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Entering Unmasked Estep 
Score: -6681342.000000 Penalty: 2692.559326
	Iteration 0F: 2 clusters Score -6681342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -6646474.000000 Penalty: 5385.118652
	Iteration 0F: 3 clusters Score -6646474 nChanged 23947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -6660016.500000 Penalty: 5385.118652
	Iteration 1F: 3 clusters Score -6660016 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -6660796.500000 Penalty: 5385.118652
	Iteration 2Q: 3 clusters Score -6660796 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -6661718.500000 Penalty: 5385.118652
	Iteration 3Q: 3 clusters Score -6661718 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -6662951.500000 Penalty: 5385.118652
	Iteration 4F: 3 clusters Score -6662952 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -6664827.000000 Penalty: 5385.118652
	Iteration 5F: 3 clusters Score -6664827 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -6667321.500000 Penalty: 5385.118652
	Iteration 6F: 3 clusters Score -6667322 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -6670299.000000 Penalty: 5385.118652
	Iteration 7F: 3 clusters Score -6670299 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -6673446.500000 Penalty: 5385.118652
	Iteration 8F: 3 clusters Score -6673446 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -6675837.000000 Penalty: 5385.118652
	Iteration 9F: 3 clusters Score -6675837 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -6677338.000000 Penalty: 5385.118652
	Iteration 10Q: 3 clusters Score -6677338 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -6678149.500000 Penalty: 5385.118652
	Iteration 11Q: 3 clusters Score -6678150 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 51061 members 
Entering Unmasked Estep 
Score: -6678525.500000 Penalty: 5385.118652
	Iteration 12Q: 3 clusters Score -6678526 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -6678725.000000 Penalty: 5385.118652
	Iteration 13Q: 3 clusters Score -6678725 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -6678857.500000 Penalty: 5385.118652
	Iteration 14Q: 3 clusters Score -6678858 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -6678930.000000 Penalty: 5385.118652
	Iteration 15Q: 3 clusters Score -6678930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -6678962.000000 Penalty: 5385.118652
	Iteration 16Q: 3 clusters Score -6678962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -6678977.000000 Penalty: 5385.118652
	Iteration 17Q: 3 clusters Score -6678977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -6679006.500000 Penalty: 5385.118652
	Iteration 18Q: 3 clusters Score -6679006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -6679016.500000 Penalty: 5385.118652
	Iteration 19Q: 3 clusters Score -6679016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -6679032.500000 Penalty: 5385.118652
	Iteration 20F: 3 clusters Score -6679032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -6679044.000000 Penalty: 5385.118652
	Iteration 21Q: 3 clusters Score -6679044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -6679056.000000 Penalty: 5385.118652
	Iteration 22Q: 3 clusters Score -6679056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -6679063.500000 Penalty: 5385.118652
	Iteration 23Q: 3 clusters Score -6679064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -6679061.500000 Penalty: 5385.118652
	Iteration 24Q: 3 clusters Score -6679062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -6679065.500000 Penalty: 5385.118652
	Iteration 25Q: 3 clusters Score -6679066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -6679071.000000 Penalty: 5385.118652
	Iteration 26Q: 3 clusters Score -6679071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -6679071.000000 Penalty: 5385.118652
	Iteration 27F: 3 clusters Score -6679071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -12027.214844 Penalty: 1267.772949
	Iteration 0F: 2 clusters Score -12027.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11053.994141 Penalty: 2535.545898
	Iteration 0F: 3 clusters Score -11053.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11205.277344 Penalty: 2535.545898
	Iteration 1F: 3 clusters Score -11205.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11247.567383 Penalty: 2535.545898
	Iteration 2Q: 3 clusters Score -11247.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11263.958984 Penalty: 2535.545898
	Iteration 3Q: 3 clusters Score -11263.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11283.702148 Penalty: 2535.545898
	Iteration 4Q: 3 clusters Score -11283.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11305.792969 Penalty: 2535.545898
	Iteration 5Q: 3 clusters Score -11305.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11310.693359 Penalty: 2535.545898
	Iteration 6Q: 3 clusters Score -11310.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11318.643555 Penalty: 2535.545898
	Iteration 7Q: 3 clusters Score -11318.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11321.946289 Penalty: 2535.545898
	Iteration 8Q: 3 clusters Score -11321.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11334.578125 Penalty: 2535.545898
	Iteration 9Q: 3 clusters Score -11334.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11338.889648 Penalty: 2535.545898
	Iteration 10Q: 3 clusters Score -11338.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11338.889648 Penalty: 2535.545898
	Iteration 11F: 3 clusters Score -11338.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -79273.140625 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -79273.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -77651.945312 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -77651.95 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -77852.648438 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -77852.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -77910.015625 Penalty: 3215.621338
	Iteration 2Q: 3 clusters Score -77910.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -77957.710938 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -77957.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77985.796875 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -77985.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78023.843750 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -78023.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78070.203125 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -78070.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78084.023438 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -78084.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -78093.257812 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -78093.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -78099.171875 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -78099.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -78102.617188 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -78102.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78103.093750 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -78103.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78103.093750 Penalty: 3215.621338
	Iteration 12F: 3 clusters Score -78103.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -61317.324219 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -61317.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59748.339844 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -59748.34 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60033.054688 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -60033.05 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60302.472656 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -60302.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60520.070312 Penalty: 3143.942627
	Iteration 3F: 3 clusters Score -60520.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60799.351562 Penalty: 3143.942627
	Iteration 4F: 3 clusters Score -60799.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61050.789062 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -61050.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61132.351562 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -61132.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -61295.000000 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -61295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61521.601562 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -61521.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61720.136719 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -61720.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61859.503906 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -61859.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61899.257812 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -61899.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61902.281250 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -61902.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61902.281250 Penalty: 3143.942627
	Iteration 13F: 3 clusters Score -61902.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74516 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13201 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 21556 members 
Mstep: Class 8 contains 8222 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167479 members 
Mstep: Class 12 contains 19353 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57000 members 
Mstep: Class 15 contains 14950 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19748 members 
Mstep: Class 19 contains 62182 members 
Mstep: Class 20 contains 14361 members 
Mstep: Class 21 contains 47733 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5939 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19099 members 
Mstep: Class 29 contains 143916 members 
Mstep: Class 30 contains 24251 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179238 members 
Mstep: Class 33 contains 51901 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 330 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3840 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Mstep: Class 45 contains 236 members 
Entering Unmasked Estep 
Score: -150970048.000000 Penalty: 156338.828125
Splitting cluster 36 changes total score from -150971360.000000 to -150970048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (7992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Entering Unmasked Estep 
Score: -997003.875000 Penalty: 2228.576660
	Iteration 0F: 2 clusters Score -997003.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -990644.562500 Penalty: 4457.153320
	Iteration 0F: 3 clusters Score -990644.6 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -992417.500000 Penalty: 4457.153320
	Iteration 1F: 3 clusters Score -992417.5 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -992841.937500 Penalty: 4457.153320
	Iteration 2F: 3 clusters Score -992841.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -993189.687500 Penalty: 4457.153320
	Iteration 3F: 3 clusters Score -993189.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -993572.875000 Penalty: 4457.153320
	Iteration 4F: 3 clusters Score -993572.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -993883.375000 Penalty: 4457.153320
	Iteration 5F: 3 clusters Score -993883.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -994131.125000 Penalty: 4457.153320
	Iteration 6Q: 3 clusters Score -994131.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -994339.250000 Penalty: 4457.153320
	Iteration 7Q: 3 clusters Score -994339.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -994478.500000 Penalty: 4457.153320
	Iteration 8Q: 3 clusters Score -994478.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -994575.625000 Penalty: 4457.153320
	Iteration 9Q: 3 clusters Score -994575.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -994651.125000 Penalty: 4457.153320
	Iteration 10Q: 3 clusters Score -994651.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -994704.562500 Penalty: 4457.153320
	Iteration 11Q: 3 clusters Score -994704.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -994748.187500 Penalty: 4457.153320
	Iteration 12Q: 3 clusters Score -994748.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -994781.187500 Penalty: 4457.153320
	Iteration 13Q: 3 clusters Score -994781.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -994804.750000 Penalty: 4457.153320
	Iteration 14Q: 3 clusters Score -994804.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -994830.562500 Penalty: 4457.153320
	Iteration 15Q: 3 clusters Score -994830.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -994849.500000 Penalty: 4457.153320
	Iteration 16Q: 3 clusters Score -994849.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -994863.000000 Penalty: 4457.153320
	Iteration 17Q: 3 clusters Score -994863 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -994880.062500 Penalty: 4457.153320
	Iteration 18Q: 3 clusters Score -994880.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -994895.875000 Penalty: 4457.153320
	Iteration 19Q: 3 clusters Score -994895.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -994904.125000 Penalty: 4457.153320
	Iteration 20F: 3 clusters Score -994904.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -994910.437500 Penalty: 4457.153320
	Iteration 21Q: 3 clusters Score -994910.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -994921.500000 Penalty: 4457.153320
	Iteration 22Q: 3 clusters Score -994921.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -994923.687500 Penalty: 4457.153320
	Iteration 23Q: 3 clusters Score -994923.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -994927.812500 Penalty: 4457.153320
	Iteration 24Q: 3 clusters Score -994927.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -994934.187500 Penalty: 4457.153320
	Iteration 25Q: 3 clusters Score -994934.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -994936.562500 Penalty: 4457.153320
	Iteration 26Q: 3 clusters Score -994936.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -994937.437500 Penalty: 4457.153320
	Iteration 27Q: 3 clusters Score -994937.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -994940.625000 Penalty: 4457.153320
	Iteration 28Q: 3 clusters Score -994940.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -994945.000000 Penalty: 4457.153320
	Iteration 29Q: 3 clusters Score -994945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -994947.750000 Penalty: 4457.153320
	Iteration 30Q: 3 clusters Score -994947.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -994951.875000 Penalty: 4457.153320
	Iteration 31Q: 3 clusters Score -994951.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -994953.875000 Penalty: 4457.153320
	Iteration 32Q: 3 clusters Score -994953.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -994955.687500 Penalty: 4457.153320
	Iteration 33Q: 3 clusters Score -994955.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -994953.062500 Penalty: 4457.153320
	Iteration 34Q: 3 clusters Score -994953.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -994958.062500 Penalty: 4457.153320
	Iteration 35Q: 3 clusters Score -994958.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -994962.250000 Penalty: 4457.153320
	Iteration 36Q: 3 clusters Score -994962.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -994961.750000 Penalty: 4457.153320
	Iteration 37Q: 3 clusters Score -994961.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -994964.000000 Penalty: 4457.153320
	Iteration 38Q: 3 clusters Score -994964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -994965.187500 Penalty: 4457.153320
	Iteration 39Q: 3 clusters Score -994965.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -994966.500000 Penalty: 4457.153320
	Iteration 40F: 3 clusters Score -994966.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -994967.500000 Penalty: 4457.153320
	Iteration 41Q: 3 clusters Score -994967.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -994970.437500 Penalty: 4457.153320
	Iteration 42Q: 3 clusters Score -994970.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -994973.125000 Penalty: 4457.153320
	Iteration 43Q: 3 clusters Score -994973.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -994972.937500 Penalty: 4457.153320
	Iteration 44Q: 3 clusters Score -994972.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -994974.687500 Penalty: 4457.153320
	Iteration 45Q: 3 clusters Score -994974.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -994975.250000 Penalty: 4457.153320
	Iteration 46Q: 3 clusters Score -994975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -994975.750000 Penalty: 4457.153320
	Iteration 47Q: 3 clusters Score -994975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -994974.500000 Penalty: 4457.153320
	Iteration 48Q: 3 clusters Score -994974.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -994977.937500 Penalty: 4457.153320
	Iteration 49Q: 3 clusters Score -994977.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -994976.875000 Penalty: 4457.153320
	Iteration 50Q: 3 clusters Score -994976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -994976.000000 Penalty: 4457.153320
	Iteration 51Q: 3 clusters Score -994976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -994976.000000 Penalty: 4457.153320
	Iteration 52F: 3 clusters Score -994976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Entering Unmasked Estep 
Score: -2318371.500000 Penalty: 2429.121338
	Iteration 0F: 2 clusters Score -2318372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2305602.250000 Penalty: 4858.242676
	Iteration 0F: 3 clusters Score -2305602 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2310039.250000 Penalty: 4858.242676
	Iteration 1F: 3 clusters Score -2310039 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2310540.000000 Penalty: 4858.242676
	Iteration 2F: 3 clusters Score -2310540 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2310971.500000 Penalty: 4858.242676
	Iteration 3F: 3 clusters Score -2310972 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2311452.000000 Penalty: 4858.242676
	Iteration 4Q: 3 clusters Score -2311452 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2312053.250000 Penalty: 4858.242676
	Iteration 5F: 3 clusters Score -2312053 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2312751.750000 Penalty: 4858.242676
	Iteration 6F: 3 clusters Score -2312752 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2313535.750000 Penalty: 4858.242676
	Iteration 7F: 3 clusters Score -2313536 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2314280.250000 Penalty: 4858.242676
	Iteration 8F: 3 clusters Score -2314280 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2314869.750000 Penalty: 4858.242676
	Iteration 9F: 3 clusters Score -2314870 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2315305.750000 Penalty: 4858.242676
	Iteration 10Q: 3 clusters Score -2315306 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2315656.250000 Penalty: 4858.242676
	Iteration 11Q: 3 clusters Score -2315656 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2315902.250000 Penalty: 4858.242676
	Iteration 12Q: 3 clusters Score -2315902 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2316086.500000 Penalty: 4858.242676
	Iteration 13Q: 3 clusters Score -2316086 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2316245.000000 Penalty: 4858.242676
	Iteration 14Q: 3 clusters Score -2316245 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2316408.500000 Penalty: 4858.242676
	Iteration 15Q: 3 clusters Score -2316408 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2316550.750000 Penalty: 4858.242676
	Iteration 16Q: 3 clusters Score -2316551 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2316696.000000 Penalty: 4858.242676
	Iteration 17Q: 3 clusters Score -2316696 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2316815.000000 Penalty: 4858.242676
	Iteration 18Q: 3 clusters Score -2316815 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2316933.250000 Penalty: 4858.242676
	Iteration 19Q: 3 clusters Score -2316933 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2317034.750000 Penalty: 4858.242676
	Iteration 20F: 3 clusters Score -2317035 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2317118.250000 Penalty: 4858.242676
	Iteration 21Q: 3 clusters Score -2317118 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2317189.750000 Penalty: 4858.242676
	Iteration 22Q: 3 clusters Score -2317190 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2317247.000000 Penalty: 4858.242676
	Iteration 23Q: 3 clusters Score -2317247 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2317315.500000 Penalty: 4858.242676
	Iteration 24Q: 3 clusters Score -2317316 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2317366.500000 Penalty: 4858.242676
	Iteration 25Q: 3 clusters Score -2317366 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2317416.250000 Penalty: 4858.242676
	Iteration 26Q: 3 clusters Score -2317416 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2317452.000000 Penalty: 4858.242676
	Iteration 27Q: 3 clusters Score -2317452 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2317483.250000 Penalty: 4858.242676
	Iteration 28Q: 3 clusters Score -2317483 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2317509.250000 Penalty: 4858.242676
	Iteration 29Q: 3 clusters Score -2317509 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2317532.250000 Penalty: 4858.242676
	Iteration 30Q: 3 clusters Score -2317532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2317540.750000 Penalty: 4858.242676
	Iteration 31Q: 3 clusters Score -2317541 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2317569.250000 Penalty: 4858.242676
	Iteration 32Q: 3 clusters Score -2317569 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2317599.750000 Penalty: 4858.242676
	Iteration 33Q: 3 clusters Score -2317600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2317617.750000 Penalty: 4858.242676
	Iteration 34Q: 3 clusters Score -2317618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2317626.250000 Penalty: 4858.242676
	Iteration 35Q: 3 clusters Score -2317626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2317630.500000 Penalty: 4858.242676
	Iteration 36Q: 3 clusters Score -2317630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2317632.750000 Penalty: 4858.242676
	Iteration 37Q: 3 clusters Score -2317633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2317634.500000 Penalty: 4858.242676
	Iteration 38Q: 3 clusters Score -2317634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2317638.500000 Penalty: 4858.242676
	Iteration 39Q: 3 clusters Score -2317638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2317637.750000 Penalty: 4858.242676
	Iteration 40F: 3 clusters Score -2317638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2317640.250000 Penalty: 4858.242676
	Iteration 41Q: 3 clusters Score -2317640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2317640.000000 Penalty: 4858.242676
	Iteration 42Q: 3 clusters Score -2317640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2317641.000000 Penalty: 4858.242676
	Iteration 43Q: 3 clusters Score -2317641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2317641.250000 Penalty: 4858.242676
	Iteration 44Q: 3 clusters Score -2317641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2317641.000000 Penalty: 4858.242676
	Iteration 45Q: 3 clusters Score -2317641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2317646.500000 Penalty: 4858.242676
	Iteration 46Q: 3 clusters Score -2317646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2317648.000000 Penalty: 4858.242676
	Iteration 47Q: 3 clusters Score -2317648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2317643.250000 Penalty: 4858.242676
	Iteration 48Q: 3 clusters Score -2317643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2317642.750000 Penalty: 4858.242676
	Iteration 49Q: 3 clusters Score -2317643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2317642.750000 Penalty: 4858.242676
	Iteration 50F: 3 clusters Score -2317643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Entering Unmasked Estep 
Score: -599023.750000 Penalty: 2099.804199
	Iteration 0F: 2 clusters Score -599023.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -594651.437500 Penalty: 4199.608398
	Iteration 0F: 3 clusters Score -594651.4 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -595701.250000 Penalty: 4199.608398
	Iteration 1F: 3 clusters Score -595701.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -595933.437500 Penalty: 4199.608398
	Iteration 2F: 3 clusters Score -595933.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -596100.062500 Penalty: 4199.608398
	Iteration 3F: 3 clusters Score -596100.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -596200.750000 Penalty: 4199.608398
	Iteration 4Q: 3 clusters Score -596200.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -596290.000000 Penalty: 4199.608398
	Iteration 5Q: 3 clusters Score -596290 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -596359.437500 Penalty: 4199.608398
	Iteration 6Q: 3 clusters Score -596359.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -596428.437500 Penalty: 4199.608398
	Iteration 7Q: 3 clusters Score -596428.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -596491.125000 Penalty: 4199.608398
	Iteration 8Q: 3 clusters Score -596491.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -596552.750000 Penalty: 4199.608398
	Iteration 9Q: 3 clusters Score -596552.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -596611.250000 Penalty: 4199.608398
	Iteration 10Q: 3 clusters Score -596611.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -596673.562500 Penalty: 4199.608398
	Iteration 11Q: 3 clusters Score -596673.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -596764.375000 Penalty: 4199.608398
	Iteration 12Q: 3 clusters Score -596764.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -596853.125000 Penalty: 4199.608398
	Iteration 13Q: 3 clusters Score -596853.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -596932.875000 Penalty: 4199.608398
	Iteration 14Q: 3 clusters Score -596932.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -596995.687500 Penalty: 4199.608398
	Iteration 15Q: 3 clusters Score -596995.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -597057.750000 Penalty: 4199.608398
	Iteration 16Q: 3 clusters Score -597057.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -597118.125000 Penalty: 4199.608398
	Iteration 17Q: 3 clusters Score -597118.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -597168.812500 Penalty: 4199.608398
	Iteration 18Q: 3 clusters Score -597168.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -597195.375000 Penalty: 4199.608398
	Iteration 19Q: 3 clusters Score -597195.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -597224.125000 Penalty: 4199.608398
	Iteration 20F: 3 clusters Score -597224.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -597245.625000 Penalty: 4199.608398
	Iteration 21Q: 3 clusters Score -597245.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -597258.375000 Penalty: 4199.608398
	Iteration 22Q: 3 clusters Score -597258.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -597274.875000 Penalty: 4199.608398
	Iteration 23Q: 3 clusters Score -597274.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -597301.750000 Penalty: 4199.608398
	Iteration 24Q: 3 clusters Score -597301.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -597325.000000 Penalty: 4199.608398
	Iteration 25Q: 3 clusters Score -597325 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -597346.437500 Penalty: 4199.608398
	Iteration 26Q: 3 clusters Score -597346.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -597367.687500 Penalty: 4199.608398
	Iteration 27Q: 3 clusters Score -597367.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -597391.375000 Penalty: 4199.608398
	Iteration 28Q: 3 clusters Score -597391.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -597417.000000 Penalty: 4199.608398
	Iteration 29Q: 3 clusters Score -597417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -597441.312500 Penalty: 4199.608398
	Iteration 30Q: 3 clusters Score -597441.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -597467.125000 Penalty: 4199.608398
	Iteration 31Q: 3 clusters Score -597467.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -597487.750000 Penalty: 4199.608398
	Iteration 32Q: 3 clusters Score -597487.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -597505.812500 Penalty: 4199.608398
	Iteration 33Q: 3 clusters Score -597505.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -597521.437500 Penalty: 4199.608398
	Iteration 34Q: 3 clusters Score -597521.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -597529.125000 Penalty: 4199.608398
	Iteration 35Q: 3 clusters Score -597529.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -597539.187500 Penalty: 4199.608398
	Iteration 36Q: 3 clusters Score -597539.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -597549.312500 Penalty: 4199.608398
	Iteration 37Q: 3 clusters Score -597549.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -597560.750000 Penalty: 4199.608398
	Iteration 38Q: 3 clusters Score -597560.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -597570.375000 Penalty: 4199.608398
	Iteration 39Q: 3 clusters Score -597570.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -597576.937500 Penalty: 4199.608398
	Iteration 40F: 3 clusters Score -597576.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -597583.000000 Penalty: 4199.608398
	Iteration 41Q: 3 clusters Score -597583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -597590.187500 Penalty: 4199.608398
	Iteration 42Q: 3 clusters Score -597590.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -597591.375000 Penalty: 4199.608398
	Iteration 43Q: 3 clusters Score -597591.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -597594.062500 Penalty: 4199.608398
	Iteration 44Q: 3 clusters Score -597594.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -597595.812500 Penalty: 4199.608398
	Iteration 45Q: 3 clusters Score -597595.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -597601.000000 Penalty: 4199.608398
	Iteration 46Q: 3 clusters Score -597601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -597603.437500 Penalty: 4199.608398
	Iteration 47Q: 3 clusters Score -597603.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -597604.500000 Penalty: 4199.608398
	Iteration 48Q: 3 clusters Score -597604.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -597604.562500 Penalty: 4199.608398
	Iteration 49Q: 3 clusters Score -597604.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -597604.562500 Penalty: 4199.608398
	Iteration 50F: 3 clusters Score -597604.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (24228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Entering Unmasked Estep 
Score: -2944869.750000 Penalty: 2503.625488
	Iteration 0F: 2 clusters Score -2944870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2928212.000000 Penalty: 5007.250977
	Iteration 0F: 3 clusters Score -2928212 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2934504.750000 Penalty: 5007.250977
	Iteration 1F: 3 clusters Score -2934505 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2935523.500000 Penalty: 5007.250977
	Iteration 2F: 3 clusters Score -2935524 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2936575.750000 Penalty: 5007.250977
	Iteration 3F: 3 clusters Score -2936576 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2937647.500000 Penalty: 5007.250977
	Iteration 4F: 3 clusters Score -2937648 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2938674.000000 Penalty: 5007.250977
	Iteration 5F: 3 clusters Score -2938674 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2939559.500000 Penalty: 5007.250977
	Iteration 6F: 3 clusters Score -2939560 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2940375.000000 Penalty: 5007.250977
	Iteration 7F: 3 clusters Score -2940375 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2940941.250000 Penalty: 5007.250977
	Iteration 8Q: 3 clusters Score -2940941 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2941345.250000 Penalty: 5007.250977
	Iteration 9Q: 3 clusters Score -2941345 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2941573.750000 Penalty: 5007.250977
	Iteration 10Q: 3 clusters Score -2941574 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2941747.500000 Penalty: 5007.250977
	Iteration 11Q: 3 clusters Score -2941748 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2941865.250000 Penalty: 5007.250977
	Iteration 12Q: 3 clusters Score -2941865 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2941915.000000 Penalty: 5007.250977
	Iteration 13Q: 3 clusters Score -2941915 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2941960.000000 Penalty: 5007.250977
	Iteration 14Q: 3 clusters Score -2941960 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2941992.500000 Penalty: 5007.250977
	Iteration 15Q: 3 clusters Score -2941992 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2942003.750000 Penalty: 5007.250977
	Iteration 16Q: 3 clusters Score -2942004 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2942016.000000 Penalty: 5007.250977
	Iteration 17Q: 3 clusters Score -2942016 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2942036.250000 Penalty: 5007.250977
	Iteration 18Q: 3 clusters Score -2942036 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2942060.000000 Penalty: 5007.250977
	Iteration 19Q: 3 clusters Score -2942060 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2942068.500000 Penalty: 5007.250977
	Iteration 20F: 3 clusters Score -2942068 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2942077.000000 Penalty: 5007.250977
	Iteration 21Q: 3 clusters Score -2942077 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2942092.750000 Penalty: 5007.250977
	Iteration 22Q: 3 clusters Score -2942093 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2942097.500000 Penalty: 5007.250977
	Iteration 23Q: 3 clusters Score -2942098 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2942105.750000 Penalty: 5007.250977
	Iteration 24Q: 3 clusters Score -2942106 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2942124.750000 Penalty: 5007.250977
	Iteration 25Q: 3 clusters Score -2942125 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2942122.000000 Penalty: 5007.250977
	Iteration 26Q: 3 clusters Score -2942122 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2942132.750000 Penalty: 5007.250977
	Iteration 27Q: 3 clusters Score -2942133 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2942141.750000 Penalty: 5007.250977
	Iteration 28Q: 3 clusters Score -2942142 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2942150.250000 Penalty: 5007.250977
	Iteration 29Q: 3 clusters Score -2942150 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2942162.500000 Penalty: 5007.250977
	Iteration 30Q: 3 clusters Score -2942162 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2942170.000000 Penalty: 5007.250977
	Iteration 31Q: 3 clusters Score -2942170 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2942173.000000 Penalty: 5007.250977
	Iteration 32Q: 3 clusters Score -2942173 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2942185.000000 Penalty: 5007.250977
	Iteration 33Q: 3 clusters Score -2942185 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2942198.500000 Penalty: 5007.250977
	Iteration 34Q: 3 clusters Score -2942198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2942204.750000 Penalty: 5007.250977
	Iteration 35Q: 3 clusters Score -2942205 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2942208.000000 Penalty: 5007.250977
	Iteration 36Q: 3 clusters Score -2942208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2942213.000000 Penalty: 5007.250977
	Iteration 37Q: 3 clusters Score -2942213 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2942226.750000 Penalty: 5007.250977
	Iteration 38Q: 3 clusters Score -2942227 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2942236.000000 Penalty: 5007.250977
	Iteration 39Q: 3 clusters Score -2942236 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2942239.250000 Penalty: 5007.250977
	Iteration 40F: 3 clusters Score -2942239 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2942254.000000 Penalty: 5007.250977
	Iteration 41Q: 3 clusters Score -2942254 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2942269.750000 Penalty: 5007.250977
	Iteration 42Q: 3 clusters Score -2942270 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2942280.500000 Penalty: 5007.250977
	Iteration 43Q: 3 clusters Score -2942280 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2942296.500000 Penalty: 5007.250977
	Iteration 44Q: 3 clusters Score -2942296 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2942315.500000 Penalty: 5007.250977
	Iteration 45Q: 3 clusters Score -2942316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2942332.750000 Penalty: 5007.250977
	Iteration 46Q: 3 clusters Score -2942333 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2942341.250000 Penalty: 5007.250977
	Iteration 47Q: 3 clusters Score -2942341 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2942363.500000 Penalty: 5007.250977
	Iteration 48Q: 3 clusters Score -2942364 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2942377.750000 Penalty: 5007.250977
	Iteration 49Q: 3 clusters Score -2942378 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2942417.250000 Penalty: 5007.250977
	Iteration 50Q: 3 clusters Score -2942417 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2942461.750000 Penalty: 5007.250977
	Iteration 51Q: 3 clusters Score -2942462 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2942535.000000 Penalty: 5007.250977
	Iteration 52Q: 3 clusters Score -2942535 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2942647.500000 Penalty: 5007.250977
	Iteration 53Q: 3 clusters Score -2942648 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2942811.000000 Penalty: 5007.250977
	Iteration 54Q: 3 clusters Score -2942811 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2942959.500000 Penalty: 5007.250977
	Iteration 55Q: 3 clusters Score -2942960 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2943042.250000 Penalty: 5007.250977
	Iteration 56Q: 3 clusters Score -2943042 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2943083.250000 Penalty: 5007.250977
	Iteration 57Q: 3 clusters Score -2943083 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2943113.750000 Penalty: 5007.250977
	Iteration 58Q: 3 clusters Score -2943114 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2943119.500000 Penalty: 5007.250977
	Iteration 59Q: 3 clusters Score -2943120 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2943142.000000 Penalty: 5007.250977
	Iteration 60F: 3 clusters Score -2943142 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2943161.750000 Penalty: 5007.250977
	Iteration 61Q: 3 clusters Score -2943162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2943172.250000 Penalty: 5007.250977
	Iteration 62Q: 3 clusters Score -2943172 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2943178.750000 Penalty: 5007.250977
	Iteration 63Q: 3 clusters Score -2943179 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2943183.250000 Penalty: 5007.250977
	Iteration 64Q: 3 clusters Score -2943183 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2943186.250000 Penalty: 5007.250977
	Iteration 65Q: 3 clusters Score -2943186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2943190.000000 Penalty: 5007.250977
	Iteration 66Q: 3 clusters Score -2943190 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2943201.000000 Penalty: 5007.250977
	Iteration 67Q: 3 clusters Score -2943201 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2943203.750000 Penalty: 5007.250977
	Iteration 68Q: 3 clusters Score -2943204 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2943232.250000 Penalty: 5007.250977
	Iteration 69Q: 3 clusters Score -2943232 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2943233.750000 Penalty: 5007.250977
	Iteration 70Q: 3 clusters Score -2943234 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2943237.500000 Penalty: 5007.250977
	Iteration 71Q: 3 clusters Score -2943238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2943252.750000 Penalty: 5007.250977
	Iteration 72Q: 3 clusters Score -2943253 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2943266.000000 Penalty: 5007.250977
	Iteration 73Q: 3 clusters Score -2943266 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2943290.750000 Penalty: 5007.250977
	Iteration 74Q: 3 clusters Score -2943291 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2943294.000000 Penalty: 5007.250977
	Iteration 75Q: 3 clusters Score -2943294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2943298.750000 Penalty: 5007.250977
	Iteration 76Q: 3 clusters Score -2943299 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2943298.750000 Penalty: 5007.250977
	Iteration 77Q: 3 clusters Score -2943299 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2943315.000000 Penalty: 5007.250977
	Iteration 78Q: 3 clusters Score -2943315 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2943318.250000 Penalty: 5007.250977
	Iteration 79Q: 3 clusters Score -2943318 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2943326.500000 Penalty: 5007.250977
	Iteration 80F: 3 clusters Score -2943326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2943333.250000 Penalty: 5007.250977
	Iteration 81Q: 3 clusters Score -2943333 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2943346.000000 Penalty: 5007.250977
	Iteration 82Q: 3 clusters Score -2943346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2943349.000000 Penalty: 5007.250977
	Iteration 83Q: 3 clusters Score -2943349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2943350.250000 Penalty: 5007.250977
	Iteration 84Q: 3 clusters Score -2943350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2943352.750000 Penalty: 5007.250977
	Iteration 85Q: 3 clusters Score -2943353 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2943357.250000 Penalty: 5007.250977
	Iteration 86Q: 3 clusters Score -2943357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2943358.250000 Penalty: 5007.250977
	Iteration 87Q: 3 clusters Score -2943358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2943358.000000 Penalty: 5007.250977
	Iteration 88Q: 3 clusters Score -2943358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2943358.500000 Penalty: 5007.250977
	Iteration 89Q: 3 clusters Score -2943358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2943359.750000 Penalty: 5007.250977
	Iteration 90Q: 3 clusters Score -2943360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2943362.500000 Penalty: 5007.250977
	Iteration 91Q: 3 clusters Score -2943362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2943365.000000 Penalty: 5007.250977
	Iteration 92Q: 3 clusters Score -2943365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2943374.250000 Penalty: 5007.250977
	Iteration 93Q: 3 clusters Score -2943374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2943379.000000 Penalty: 5007.250977
	Iteration 94Q: 3 clusters Score -2943379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2943381.000000 Penalty: 5007.250977
	Iteration 95Q: 3 clusters Score -2943381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2943382.500000 Penalty: 5007.250977
	Iteration 96Q: 3 clusters Score -2943382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2943381.750000 Penalty: 5007.250977
	Iteration 97Q: 3 clusters Score -2943382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2943384.250000 Penalty: 5007.250977
	Iteration 98Q: 3 clusters Score -2943384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2943384.250000 Penalty: 5007.250977
	Iteration 99Q: 3 clusters Score -2943384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2943384.250000 Penalty: 5007.250977
	Iteration 100F: 3 clusters Score -2943384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Entering Unmasked Estep 
Score: -442348.718750 Penalty: 2046.800293
	Iteration 0F: 2 clusters Score -442348.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -438664.656250 Penalty: 4093.600586
	Iteration 0F: 3 clusters Score -438664.7 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -439811.000000 Penalty: 4093.600586
	Iteration 1F: 3 clusters Score -439811 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -440294.093750 Penalty: 4093.600586
	Iteration 2F: 3 clusters Score -440294.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -440747.468750 Penalty: 4093.600586
	Iteration 3F: 3 clusters Score -440747.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -441046.937500 Penalty: 4093.600586
	Iteration 4F: 3 clusters Score -441046.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -441230.406250 Penalty: 4093.600586
	Iteration 5Q: 3 clusters Score -441230.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -441351.281250 Penalty: 4093.600586
	Iteration 6Q: 3 clusters Score -441351.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -441453.656250 Penalty: 4093.600586
	Iteration 7Q: 3 clusters Score -441453.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -441524.593750 Penalty: 4093.600586
	Iteration 8Q: 3 clusters Score -441524.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -441565.062500 Penalty: 4093.600586
	Iteration 9Q: 3 clusters Score -441565.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -441591.843750 Penalty: 4093.600586
	Iteration 10Q: 3 clusters Score -441591.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -441608.000000 Penalty: 4093.600586
	Iteration 11Q: 3 clusters Score -441608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -441618.750000 Penalty: 4093.600586
	Iteration 12Q: 3 clusters Score -441618.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -441624.718750 Penalty: 4093.600586
	Iteration 13Q: 3 clusters Score -441624.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -441630.281250 Penalty: 4093.600586
	Iteration 14Q: 3 clusters Score -441630.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -441634.593750 Penalty: 4093.600586
	Iteration 15Q: 3 clusters Score -441634.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -441636.843750 Penalty: 4093.600586
	Iteration 16Q: 3 clusters Score -441636.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -441639.281250 Penalty: 4093.600586
	Iteration 17Q: 3 clusters Score -441639.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -441639.750000 Penalty: 4093.600586
	Iteration 18Q: 3 clusters Score -441639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -441640.125000 Penalty: 4093.600586
	Iteration 19Q: 3 clusters Score -441640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -441641.156250 Penalty: 4093.600586
	Iteration 20F: 3 clusters Score -441641.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -441640.937500 Penalty: 4093.600586
	Iteration 21Q: 3 clusters Score -441640.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -441640.937500 Penalty: 4093.600586
	Iteration 22F: 3 clusters Score -441640.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Entering Unmasked Estep 
Score: -1146232.625000 Penalty: 2253.698730
	Iteration 0F: 2 clusters Score -1146233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1139297.500000 Penalty: 4507.397461
	Iteration 0F: 3 clusters Score -1139298 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1141211.500000 Penalty: 4507.397461
	Iteration 1F: 3 clusters Score -1141212 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1141625.750000 Penalty: 4507.397461
	Iteration 2F: 3 clusters Score -1141626 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1141988.375000 Penalty: 4507.397461
	Iteration 3F: 3 clusters Score -1141988 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1142321.375000 Penalty: 4507.397461
	Iteration 4F: 3 clusters Score -1142321 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1142570.875000 Penalty: 4507.397461
	Iteration 5Q: 3 clusters Score -1142571 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1142787.375000 Penalty: 4507.397461
	Iteration 6Q: 3 clusters Score -1142787 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1142939.875000 Penalty: 4507.397461
	Iteration 7Q: 3 clusters Score -1142940 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1143092.500000 Penalty: 4507.397461
	Iteration 8Q: 3 clusters Score -1143092 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1143241.250000 Penalty: 4507.397461
	Iteration 9Q: 3 clusters Score -1143241 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1143383.500000 Penalty: 4507.397461
	Iteration 10Q: 3 clusters Score -1143384 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1143525.750000 Penalty: 4507.397461
	Iteration 11Q: 3 clusters Score -1143526 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1143649.250000 Penalty: 4507.397461
	Iteration 12Q: 3 clusters Score -1143649 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1143771.625000 Penalty: 4507.397461
	Iteration 13Q: 3 clusters Score -1143772 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1143873.375000 Penalty: 4507.397461
	Iteration 14Q: 3 clusters Score -1143873 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1143954.625000 Penalty: 4507.397461
	Iteration 15Q: 3 clusters Score -1143955 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1144028.125000 Penalty: 4507.397461
	Iteration 16Q: 3 clusters Score -1144028 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1144100.375000 Penalty: 4507.397461
	Iteration 17Q: 3 clusters Score -1144100 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1144160.875000 Penalty: 4507.397461
	Iteration 18Q: 3 clusters Score -1144161 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1144208.250000 Penalty: 4507.397461
	Iteration 19Q: 3 clusters Score -1144208 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1144240.000000 Penalty: 4507.397461
	Iteration 20F: 3 clusters Score -1144240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1144268.750000 Penalty: 4507.397461
	Iteration 21Q: 3 clusters Score -1144269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1144285.375000 Penalty: 4507.397461
	Iteration 22Q: 3 clusters Score -1144285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1144303.375000 Penalty: 4507.397461
	Iteration 23Q: 3 clusters Score -1144303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1144320.625000 Penalty: 4507.397461
	Iteration 24Q: 3 clusters Score -1144321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1144332.250000 Penalty: 4507.397461
	Iteration 25Q: 3 clusters Score -1144332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1144340.625000 Penalty: 4507.397461
	Iteration 26Q: 3 clusters Score -1144341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1144348.125000 Penalty: 4507.397461
	Iteration 27Q: 3 clusters Score -1144348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1144353.250000 Penalty: 4507.397461
	Iteration 28Q: 3 clusters Score -1144353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1144358.250000 Penalty: 4507.397461
	Iteration 29Q: 3 clusters Score -1144358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1144356.750000 Penalty: 4507.397461
	Iteration 30Q: 3 clusters Score -1144357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1144360.500000 Penalty: 4507.397461
	Iteration 31Q: 3 clusters Score -1144360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1144360.500000 Penalty: 4507.397461
	Iteration 32F: 3 clusters Score -1144360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -20167.988281 Penalty: 1357.123047
	Iteration 0F: 2 clusters Score -20167.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19063.267578 Penalty: 2714.246094
	Iteration 0F: 3 clusters Score -19063.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19220.369141 Penalty: 2714.246094
	Iteration 1F: 3 clusters Score -19220.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19264.929688 Penalty: 2714.246094
	Iteration 2Q: 3 clusters Score -19264.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19298.074219 Penalty: 2714.246094
	Iteration 3Q: 3 clusters Score -19298.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19302.857422 Penalty: 2714.246094
	Iteration 4Q: 3 clusters Score -19302.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19309.503906 Penalty: 2714.246094
	Iteration 5Q: 3 clusters Score -19309.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19318.412109 Penalty: 2714.246094
	Iteration 6Q: 3 clusters Score -19318.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19319.810547 Penalty: 2714.246094
	Iteration 7Q: 3 clusters Score -19319.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19319.810547 Penalty: 2714.246094
	Iteration 8F: 3 clusters Score -19319.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -44212.472656 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -44212.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42840.445312 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -42840.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42959.734375 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -42959.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42998.609375 Penalty: 2973.004883
	Iteration 2Q: 3 clusters Score -42998.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43022.343750 Penalty: 2973.004883
	Iteration 3Q: 3 clusters Score -43022.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43030.007812 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -43030.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43046.824219 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -43046.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43060.128906 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -43060.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43064.917969 Penalty: 2973.004883
	Iteration 7Q: 3 clusters Score -43064.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43068.289062 Penalty: 2973.004883
	Iteration 8Q: 3 clusters Score -43068.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43068.289062 Penalty: 2973.004883
	Iteration 9F: 3 clusters Score -43068.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74516 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13201 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 21556 members 
Mstep: Class 8 contains 8222 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167479 members 
Mstep: Class 12 contains 19353 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57000 members 
Mstep: Class 15 contains 14950 members 
Mstep: Class 16 contains 97726 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19748 members 
Mstep: Class 19 contains 62182 members 
Mstep: Class 20 contains 14361 members 
Mstep: Class 21 contains 47733 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5939 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19099 members 
Mstep: Class 29 contains 143916 members 
Mstep: Class 30 contains 24251 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179238 members 
Mstep: Class 33 contains 51901 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 17941 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3840 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971392.000000 Penalty: 152864.640625
Iteration 239Q: 45 clusters Score -1.509714e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74516 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13201 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 21554 members 
Mstep: Class 8 contains 8222 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167479 members 
Mstep: Class 12 contains 19352 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 56993 members 
Mstep: Class 15 contains 14950 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19749 members 
Mstep: Class 19 contains 62186 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47734 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5940 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19098 members 
Mstep: Class 29 contains 143918 members 
Mstep: Class 30 contains 24249 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179238 members 
Mstep: Class 33 contains 51903 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 17942 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3840 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971408.000000 Penalty: 152864.640625
Iteration 240F: 45 clusters Score -1.509714e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74515 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13198 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 21555 members 
Mstep: Class 8 contains 8222 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167482 members 
Mstep: Class 12 contains 19353 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 56994 members 
Mstep: Class 15 contains 14952 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19750 members 
Mstep: Class 19 contains 62187 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47733 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5941 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19097 members 
Mstep: Class 29 contains 143922 members 
Mstep: Class 30 contains 24239 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179239 members 
Mstep: Class 33 contains 51903 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 17942 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3840 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971456.000000 Penalty: 152864.640625
Iteration 241Q: 45 clusters Score -1.509715e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74514 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13196 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21555 members 
Mstep: Class 8 contains 8223 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167482 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 56998 members 
Mstep: Class 15 contains 14952 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19749 members 
Mstep: Class 19 contains 62188 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47734 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5941 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19092 members 
Mstep: Class 29 contains 143925 members 
Mstep: Class 30 contains 24238 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179236 members 
Mstep: Class 33 contains 51904 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 17943 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3840 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971472.000000 Penalty: 152864.640625
Iteration 242Q: 45 clusters Score -1.509715e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74512 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13193 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21557 members 
Mstep: Class 8 contains 8224 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167482 members 
Mstep: Class 12 contains 19356 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57001 members 
Mstep: Class 15 contains 14952 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19749 members 
Mstep: Class 19 contains 62188 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47735 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 10741 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5941 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19090 members 
Mstep: Class 29 contains 143930 members 
Mstep: Class 30 contains 24234 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179234 members 
Mstep: Class 33 contains 51904 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 17943 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3840 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971472.000000 Penalty: 152864.640625
Iteration 243Q: 45 clusters Score -1.509715e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74513 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13192 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 21559 members 
Mstep: Class 8 contains 8223 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167483 members 
Mstep: Class 12 contains 19356 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 57000 members 
Mstep: Class 15 contains 14952 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19748 members 
Mstep: Class 19 contains 62189 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47735 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5941 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19087 members 
Mstep: Class 29 contains 143937 members 
Mstep: Class 30 contains 24232 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179231 members 
Mstep: Class 33 contains 51904 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 17943 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3840 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971440.000000 Penalty: 152864.640625
Iteration 244Q: 45 clusters Score -1.509714e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74513 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13191 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 21559 members 
Mstep: Class 8 contains 8224 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167487 members 
Mstep: Class 12 contains 19356 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 56995 members 
Mstep: Class 15 contains 14952 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19750 members 
Mstep: Class 19 contains 62190 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47735 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5941 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143939 members 
Mstep: Class 30 contains 24231 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179229 members 
Mstep: Class 33 contains 51904 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7991 members 
Mstep: Class 38 contains 17943 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3840 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971488.000000 Penalty: 152864.640625
Iteration 245Q: 45 clusters Score -1.509715e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74513 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13191 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 21559 members 
Mstep: Class 8 contains 8226 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167490 members 
Mstep: Class 12 contains 19356 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 56993 members 
Mstep: Class 15 contains 14952 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19752 members 
Mstep: Class 19 contains 62191 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47736 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 10744 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5940 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19085 members 
Mstep: Class 29 contains 143936 members 
Mstep: Class 30 contains 24227 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179228 members 
Mstep: Class 33 contains 51905 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7991 members 
Mstep: Class 38 contains 17943 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3840 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971376.000000 Penalty: 152864.640625
Iteration 246Q: 45 clusters Score -1.509714e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74513 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13186 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 21561 members 
Mstep: Class 8 contains 8226 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167492 members 
Mstep: Class 12 contains 19357 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 56987 members 
Mstep: Class 15 contains 14952 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19755 members 
Mstep: Class 19 contains 62192 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47737 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5941 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143934 members 
Mstep: Class 30 contains 24223 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179227 members 
Mstep: Class 33 contains 51908 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 17943 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3840 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971408.000000 Penalty: 152864.640625
Iteration 247Q: 45 clusters Score -1.509714e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74513 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21560 members 
Mstep: Class 8 contains 8229 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167492 members 
Mstep: Class 12 contains 19357 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 56983 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19755 members 
Mstep: Class 19 contains 62192 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47737 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5941 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143935 members 
Mstep: Class 30 contains 24223 members 
Mstep: Class 31 contains 3928 members 
Mstep: Class 32 contains 179227 members 
Mstep: Class 33 contains 51909 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 17943 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3840 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971344.000000 Penalty: 152864.640625
Iteration 248Q: 45 clusters Score -1.509713e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74512 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13181 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21562 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167494 members 
Mstep: Class 12 contains 19357 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 56979 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19757 members 
Mstep: Class 19 contains 62193 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47737 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5941 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143933 members 
Mstep: Class 30 contains 24222 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179228 members 
Mstep: Class 33 contains 51908 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 17943 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3840 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971360.000000 Penalty: 152864.640625
Iteration 249Q: 45 clusters Score -1.509714e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74512 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13177 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21564 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12760 members 
Mstep: Class 11 contains 167497 members 
Mstep: Class 12 contains 19358 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 56980 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19757 members 
Mstep: Class 19 contains 62193 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47736 members 
Mstep: Class 22 contains 26922 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5942 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143931 members 
Mstep: Class 30 contains 24221 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179228 members 
Mstep: Class 33 contains 51908 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 17943 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3840 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971376.000000 Penalty: 152864.640625
Iteration 250Q: 45 clusters Score -1.509714e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74512 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13179 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21566 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12760 members 
Mstep: Class 11 contains 167499 members 
Mstep: Class 12 contains 19358 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 56972 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19762 members 
Mstep: Class 19 contains 62194 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47735 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5945 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143928 members 
Mstep: Class 30 contains 24218 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179229 members 
Mstep: Class 33 contains 51909 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 17943 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971408.000000 Penalty: 152864.640625
Iteration 251Q: 45 clusters Score -1.509714e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74512 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13181 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21566 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167504 members 
Mstep: Class 12 contains 19358 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 56963 members 
Mstep: Class 15 contains 14955 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19765 members 
Mstep: Class 19 contains 62195 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47734 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143926 members 
Mstep: Class 30 contains 24216 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179228 members 
Mstep: Class 33 contains 51909 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17943 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971472.000000 Penalty: 152864.640625
Iteration 252Q: 45 clusters Score -1.509715e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74513 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13180 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21566 members 
Mstep: Class 8 contains 8232 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167509 members 
Mstep: Class 12 contains 19358 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 56953 members 
Mstep: Class 15 contains 14955 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19768 members 
Mstep: Class 19 contains 62196 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47736 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143925 members 
Mstep: Class 30 contains 24215 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179227 members 
Mstep: Class 33 contains 51909 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17943 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971504.000000 Penalty: 152864.640625
Iteration 253Q: 45 clusters Score -1.509715e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74513 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13182 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21568 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167511 members 
Mstep: Class 12 contains 19358 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 56947 members 
Mstep: Class 15 contains 14955 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19771 members 
Mstep: Class 19 contains 62196 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47735 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143922 members 
Mstep: Class 30 contains 24216 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179226 members 
Mstep: Class 33 contains 51909 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17942 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971456.000000 Penalty: 152864.640625
Iteration 254Q: 45 clusters Score -1.509715e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74512 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13184 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21570 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167512 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 56943 members 
Mstep: Class 15 contains 14955 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19771 members 
Mstep: Class 19 contains 62196 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47734 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19087 members 
Mstep: Class 29 contains 143924 members 
Mstep: Class 30 contains 24214 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179225 members 
Mstep: Class 33 contains 51908 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17942 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971472.000000 Penalty: 152864.640625
Iteration 255Q: 45 clusters Score -1.509715e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74512 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13188 members 
Mstep: Class 5 contains 14394 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21570 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167512 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 56939 members 
Mstep: Class 15 contains 14955 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19775 members 
Mstep: Class 19 contains 62196 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47731 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19087 members 
Mstep: Class 29 contains 143923 members 
Mstep: Class 30 contains 24212 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179225 members 
Mstep: Class 33 contains 51909 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17942 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971552.000000 Penalty: 152864.640625
Iteration 256Q: 45 clusters Score -1.509716e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74511 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13191 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21570 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167514 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5038 members 
Mstep: Class 14 contains 56934 members 
Mstep: Class 15 contains 14955 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19781 members 
Mstep: Class 19 contains 62198 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47730 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19087 members 
Mstep: Class 29 contains 143917 members 
Mstep: Class 30 contains 24213 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179224 members 
Mstep: Class 33 contains 51909 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17942 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971520.000000 Penalty: 152864.640625
Iteration 257Q: 45 clusters Score -1.509715e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74513 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13191 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21575 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167517 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5039 members 
Mstep: Class 14 contains 56926 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19787 members 
Mstep: Class 19 contains 62198 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47729 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19087 members 
Mstep: Class 29 contains 143912 members 
Mstep: Class 30 contains 24211 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179221 members 
Mstep: Class 33 contains 51910 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971424.000000 Penalty: 152864.640625
Iteration 258Q: 45 clusters Score -1.509714e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74513 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13192 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21579 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167521 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5040 members 
Mstep: Class 14 contains 56921 members 
Mstep: Class 15 contains 14952 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19792 members 
Mstep: Class 19 contains 62198 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47730 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19087 members 
Mstep: Class 29 contains 143909 members 
Mstep: Class 30 contains 24204 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179219 members 
Mstep: Class 33 contains 51911 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971472.000000 Penalty: 152864.640625
Iteration 259Q: 45 clusters Score -1.509715e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74512 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13192 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21580 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167520 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5040 members 
Mstep: Class 14 contains 56918 members 
Mstep: Class 15 contains 14952 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19795 members 
Mstep: Class 19 contains 62201 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47731 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19087 members 
Mstep: Class 29 contains 143910 members 
Mstep: Class 30 contains 24201 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179219 members 
Mstep: Class 33 contains 51910 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971472.000000 Penalty: 152864.640625
Iteration 260F: 45 clusters Score -1.509715e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74507 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13194 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21585 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167520 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56914 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19798 members 
Mstep: Class 19 contains 62199 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47731 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19087 members 
Mstep: Class 29 contains 143911 members 
Mstep: Class 30 contains 24197 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179220 members 
Mstep: Class 33 contains 51911 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971520.000000 Penalty: 152864.640625
Iteration 261Q: 45 clusters Score -1.509715e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74502 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13193 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21588 members 
Mstep: Class 8 contains 8232 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167521 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56910 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19802 members 
Mstep: Class 19 contains 62198 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47729 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19087 members 
Mstep: Class 29 contains 143916 members 
Mstep: Class 30 contains 24196 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179219 members 
Mstep: Class 33 contains 51915 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971440.000000 Penalty: 152864.640625
Iteration 262Q: 45 clusters Score -1.509714e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74500 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13193 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21589 members 
Mstep: Class 8 contains 8232 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167521 members 
Mstep: Class 12 contains 19360 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56908 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19805 members 
Mstep: Class 19 contains 62197 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47728 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143916 members 
Mstep: Class 30 contains 24197 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179218 members 
Mstep: Class 33 contains 51916 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971376.000000 Penalty: 152864.640625
Iteration 263Q: 45 clusters Score -1.509714e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74499 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13192 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21590 members 
Mstep: Class 8 contains 8232 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167523 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56905 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19808 members 
Mstep: Class 19 contains 62196 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47728 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143915 members 
Mstep: Class 30 contains 24197 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179219 members 
Mstep: Class 33 contains 51916 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971440.000000 Penalty: 152864.640625
Iteration 264Q: 45 clusters Score -1.509714e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74495 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13195 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21592 members 
Mstep: Class 8 contains 8232 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167523 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56902 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19811 members 
Mstep: Class 19 contains 62197 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47728 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143913 members 
Mstep: Class 30 contains 24197 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179219 members 
Mstep: Class 33 contains 51916 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971440.000000 Penalty: 152864.640625
Iteration 265Q: 45 clusters Score -1.509714e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74495 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13195 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21592 members 
Mstep: Class 8 contains 8232 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167523 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56904 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19812 members 
Mstep: Class 19 contains 62197 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47727 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143910 members 
Mstep: Class 30 contains 24197 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179219 members 
Mstep: Class 33 contains 51916 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971408.000000 Penalty: 152864.640625
Iteration 266Q: 45 clusters Score -1.509714e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74495 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13196 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 21592 members 
Mstep: Class 8 contains 8232 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167524 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56903 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19815 members 
Mstep: Class 19 contains 62197 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47726 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10749 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143907 members 
Mstep: Class 30 contains 24198 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179218 members 
Mstep: Class 33 contains 51916 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971408.000000 Penalty: 152864.640625
Iteration 267Q: 45 clusters Score -1.509714e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74494 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13196 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 21592 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167524 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56904 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19819 members 
Mstep: Class 19 contains 62196 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47726 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10749 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143905 members 
Mstep: Class 30 contains 24197 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179218 members 
Mstep: Class 33 contains 51916 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971424.000000 Penalty: 152864.640625
Iteration 268Q: 45 clusters Score -1.509714e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74494 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13196 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 21592 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167527 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56902 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19824 members 
Mstep: Class 19 contains 62194 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47725 members 
Mstep: Class 22 contains 26921 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143903 members 
Mstep: Class 30 contains 24198 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179218 members 
Mstep: Class 33 contains 51917 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971376.000000 Penalty: 152864.640625
Iteration 269Q: 45 clusters Score -1.509714e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74493 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13196 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 21592 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167527 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56901 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19829 members 
Mstep: Class 19 contains 62192 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47725 members 
Mstep: Class 22 contains 26920 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143901 members 
Mstep: Class 30 contains 24197 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179218 members 
Mstep: Class 33 contains 51918 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971392.000000 Penalty: 152864.640625
Iteration 270Q: 45 clusters Score -1.509714e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74492 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13196 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21594 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167526 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56899 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19833 members 
Mstep: Class 19 contains 62193 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47725 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143898 members 
Mstep: Class 30 contains 24197 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179221 members 
Mstep: Class 33 contains 51918 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971440.000000 Penalty: 152864.640625
Iteration 271Q: 45 clusters Score -1.509714e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74491 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13196 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21596 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167526 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56898 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97725 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19836 members 
Mstep: Class 19 contains 62193 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47725 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143895 members 
Mstep: Class 30 contains 24197 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179221 members 
Mstep: Class 33 contains 51918 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24225 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971440.000000 Penalty: 152864.640625
Iteration 272Q: 45 clusters Score -1.509714e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74489 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13197 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21599 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167526 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56899 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97722 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19837 members 
Mstep: Class 19 contains 62194 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47725 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 143890 members 
Mstep: Class 30 contains 24197 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179221 members 
Mstep: Class 33 contains 51918 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971424.000000 Penalty: 152864.640625
Iteration 273Q: 45 clusters Score -1.509714e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74487 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13197 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21600 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167526 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56899 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19842 members 
Mstep: Class 19 contains 62196 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47725 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19085 members 
Mstep: Class 29 contains 143886 members 
Mstep: Class 30 contains 24197 members 
Mstep: Class 31 contains 3929 members 
Mstep: Class 32 contains 179221 members 
Mstep: Class 33 contains 51917 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24230 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971392.000000 Penalty: 152864.640625
Iteration 274Q: 45 clusters Score -1.509714e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74486 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13197 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21601 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167526 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56900 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19843 members 
Mstep: Class 19 contains 62197 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47724 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19085 members 
Mstep: Class 29 contains 143882 members 
Mstep: Class 30 contains 24197 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179221 members 
Mstep: Class 33 contains 51918 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24230 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971392.000000 Penalty: 152864.640625
Iteration 275Q: 45 clusters Score -1.509714e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74486 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13198 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21601 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167526 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56901 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19847 members 
Mstep: Class 19 contains 62197 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47723 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19085 members 
Mstep: Class 29 contains 143877 members 
Mstep: Class 30 contains 24197 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179221 members 
Mstep: Class 33 contains 51919 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971408.000000 Penalty: 152864.640625
Iteration 276Q: 45 clusters Score -1.509714e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74486 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13198 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21602 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 167526 members 
Mstep: Class 12 contains 19360 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56900 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19854 members 
Mstep: Class 19 contains 62198 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47723 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19085 members 
Mstep: Class 29 contains 143871 members 
Mstep: Class 30 contains 24197 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179219 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971376.000000 Penalty: 152864.640625
Iteration 277Q: 45 clusters Score -1.509714e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74486 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13198 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21602 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167526 members 
Mstep: Class 12 contains 19360 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56900 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19860 members 
Mstep: Class 19 contains 62199 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47723 members 
Mstep: Class 22 contains 26915 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19085 members 
Mstep: Class 29 contains 143865 members 
Mstep: Class 30 contains 24197 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179218 members 
Mstep: Class 33 contains 51922 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971408.000000 Penalty: 152864.640625
Iteration 278Q: 45 clusters Score -1.509714e+08 nChanged 22
Entering ConstructFrom: 
Score: -150971408.000000 Penalty: 152864.640625
Entering ConstructFrom: 
Trying to split cluster 1 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -103138.734375 Penalty: 1703.773193
	Iteration 0F: 2 clusters Score -103138.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101396.328125 Penalty: 3407.546387
	Iteration 0F: 3 clusters Score -101396.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -102172.671875 Penalty: 3407.546387
	Iteration 1F: 3 clusters Score -102172.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -102648.726562 Penalty: 3407.546387
	Iteration 2F: 3 clusters Score -102648.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -103161.398438 Penalty: 3407.546387
	Iteration 3F: 3 clusters Score -103161.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -103547.460938 Penalty: 3407.546387
	Iteration 4F: 3 clusters Score -103547.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -103781.953125 Penalty: 3407.546387
	Iteration 5Q: 3 clusters Score -103782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -103922.796875 Penalty: 3407.546387
	Iteration 6Q: 3 clusters Score -103922.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -103953.453125 Penalty: 3407.546387
	Iteration 7Q: 3 clusters Score -103953.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -103972.882812 Penalty: 3407.546387
	Iteration 8Q: 3 clusters Score -103972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -103998.914062 Penalty: 3407.546387
	Iteration 9Q: 3 clusters Score -103998.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -104018.554688 Penalty: 3407.546387
	Iteration 10Q: 3 clusters Score -104018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -104032.195312 Penalty: 3407.546387
	Iteration 11Q: 3 clusters Score -104032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -104036.906250 Penalty: 3407.546387
	Iteration 12Q: 3 clusters Score -104036.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -104036.906250 Penalty: 3407.546387
	Iteration 13F: 3 clusters Score -104036.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 74487 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13198 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21602 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167526 members 
Mstep: Class 12 contains 19360 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56900 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19864 members 
Mstep: Class 19 contains 62201 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47722 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19085 members 
Mstep: Class 29 contains 143865 members 
Mstep: Class 30 contains 24196 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179213 members 
Mstep: Class 33 contains 51921 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Mstep: Class 45 contains 511 members 
Entering Unmasked Estep 
Score: -150970704.000000 Penalty: 156338.828125
Splitting cluster 1 changes total score from -150971408.000000 to -150970704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (74487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74487 members 
Entering Unmasked Estep 
Score: -9557170.000000 Penalty: 2782.158203
	Iteration 0F: 2 clusters Score -9557170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -9507175.000000 Penalty: 5564.316406
	Iteration 0F: 3 clusters Score -9507175 nChanged 34938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -9527326.000000 Penalty: 5564.316406
	Iteration 1F: 3 clusters Score -9527326 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -9528324.000000 Penalty: 5564.316406
	Iteration 2Q: 3 clusters Score -9528324 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -9529787.000000 Penalty: 5564.316406
	Iteration 3Q: 3 clusters Score -9529787 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -9532054.000000 Penalty: 5564.316406
	Iteration 4F: 3 clusters Score -9532054 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -9535463.000000 Penalty: 5564.316406
	Iteration 5F: 3 clusters Score -9535463 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -9539914.000000 Penalty: 5564.316406
	Iteration 6F: 3 clusters Score -9539914 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63156 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -9544761.000000 Penalty: 5564.316406
	Iteration 7F: 3 clusters Score -9544761 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -9548981.000000 Penalty: 5564.316406
	Iteration 8F: 3 clusters Score -9548981 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70630 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -9551783.000000 Penalty: 5564.316406
	Iteration 9Q: 3 clusters Score -9551783 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72413 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -9553305.000000 Penalty: 5564.316406
	Iteration 10Q: 3 clusters Score -9553305 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73288 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9554110.000000 Penalty: 5564.316406
	Iteration 11Q: 3 clusters Score -9554110 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73690 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9554408.000000 Penalty: 5564.316406
	Iteration 12Q: 3 clusters Score -9554408 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73879 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9554588.000000 Penalty: 5564.316406
	Iteration 13Q: 3 clusters Score -9554588 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73960 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9554683.000000 Penalty: 5564.316406
	Iteration 14Q: 3 clusters Score -9554683 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74013 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9554763.000000 Penalty: 5564.316406
	Iteration 15Q: 3 clusters Score -9554763 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74043 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9554808.000000 Penalty: 5564.316406
	Iteration 16Q: 3 clusters Score -9554808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74049 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9554819.000000 Penalty: 5564.316406
	Iteration 17Q: 3 clusters Score -9554819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74052 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9554815.000000 Penalty: 5564.316406
	Iteration 18Q: 3 clusters Score -9554815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74055 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9554821.000000 Penalty: 5564.316406
	Iteration 19Q: 3 clusters Score -9554821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74055 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9554825.000000 Penalty: 5564.316406
	Iteration 20F: 3 clusters Score -9554825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74056 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9554833.000000 Penalty: 5564.316406
	Iteration 21Q: 3 clusters Score -9554833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74056 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9554833.000000 Penalty: 5564.316406
	Iteration 22F: 3 clusters Score -9554833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -282131.718750 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -282131.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -279343.687500 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -279343.7 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -279859.500000 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -279859.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -279980.218750 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -279980.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -280045.968750 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -280046 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -280086.625000 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -280086.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -280113.781250 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -280113.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -280129.500000 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -280129.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -280146.750000 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -280146.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -280164.187500 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -280164.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -280178.687500 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -280178.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -280193.625000 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -280193.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -280206.562500 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -280206.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -280221.750000 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -280221.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -280232.468750 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -280232.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -280241.031250 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -280241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -280252.906250 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -280252.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -280267.125000 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -280267.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -280284.468750 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -280284.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -280300.750000 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -280300.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -280312.593750 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -280312.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -280323.062500 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -280323.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -280334.718750 Penalty: 3838.722168
	Iteration 21Q: 3 clusters Score -280334.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -280349.312500 Penalty: 3838.722168
	Iteration 22Q: 3 clusters Score -280349.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -280363.718750 Penalty: 3838.722168
	Iteration 23Q: 3 clusters Score -280363.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -280377.687500 Penalty: 3838.722168
	Iteration 24Q: 3 clusters Score -280377.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -280388.781250 Penalty: 3838.722168
	Iteration 25Q: 3 clusters Score -280388.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -280391.906250 Penalty: 3838.722168
	Iteration 26Q: 3 clusters Score -280391.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -280395.062500 Penalty: 3838.722168
	Iteration 27Q: 3 clusters Score -280395.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -280399.718750 Penalty: 3838.722168
	Iteration 28Q: 3 clusters Score -280399.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -280401.656250 Penalty: 3838.722168
	Iteration 29Q: 3 clusters Score -280401.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -280404.031250 Penalty: 3838.722168
	Iteration 30Q: 3 clusters Score -280404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -280406.656250 Penalty: 3838.722168
	Iteration 31Q: 3 clusters Score -280406.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -280409.406250 Penalty: 3838.722168
	Iteration 32Q: 3 clusters Score -280409.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -280410.937500 Penalty: 3838.722168
	Iteration 33Q: 3 clusters Score -280410.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -280412.531250 Penalty: 3838.722168
	Iteration 34Q: 3 clusters Score -280412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -280413.437500 Penalty: 3838.722168
	Iteration 35Q: 3 clusters Score -280413.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -280415.875000 Penalty: 3838.722168
	Iteration 36Q: 3 clusters Score -280415.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -280420.250000 Penalty: 3838.722168
	Iteration 37Q: 3 clusters Score -280420.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -280422.031250 Penalty: 3838.722168
	Iteration 38Q: 3 clusters Score -280422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -280423.312500 Penalty: 3838.722168
	Iteration 39Q: 3 clusters Score -280423.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -280425.406250 Penalty: 3838.722168
	Iteration 40F: 3 clusters Score -280425.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -280426.343750 Penalty: 3838.722168
	Iteration 41Q: 3 clusters Score -280426.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -280427.625000 Penalty: 3838.722168
	Iteration 42Q: 3 clusters Score -280427.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -280428.156250 Penalty: 3838.722168
	Iteration 43Q: 3 clusters Score -280428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -280428.531250 Penalty: 3838.722168
	Iteration 44Q: 3 clusters Score -280428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -280428.812500 Penalty: 3838.722168
	Iteration 45Q: 3 clusters Score -280428.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -280428.812500 Penalty: 3838.722168
	Iteration 46F: 3 clusters Score -280428.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Entering Unmasked Estep 
Score: -1597239.250000 Penalty: 2352.979492
	Iteration 0F: 2 clusters Score -1597239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1587604.500000 Penalty: 4705.958984
	Iteration 0F: 3 clusters Score -1587604 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1590631.500000 Penalty: 4705.958984
	Iteration 1F: 3 clusters Score -1590632 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1591020.125000 Penalty: 4705.958984
	Iteration 2F: 3 clusters Score -1591020 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1591322.875000 Penalty: 4705.958984
	Iteration 3F: 3 clusters Score -1591323 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1591581.125000 Penalty: 4705.958984
	Iteration 4Q: 3 clusters Score -1591581 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1591824.375000 Penalty: 4705.958984
	Iteration 5Q: 3 clusters Score -1591824 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1592062.750000 Penalty: 4705.958984
	Iteration 6Q: 3 clusters Score -1592063 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1592333.125000 Penalty: 4705.958984
	Iteration 7Q: 3 clusters Score -1592333 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1592613.875000 Penalty: 4705.958984
	Iteration 8Q: 3 clusters Score -1592614 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1592870.750000 Penalty: 4705.958984
	Iteration 9Q: 3 clusters Score -1592871 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1593107.625000 Penalty: 4705.958984
	Iteration 10Q: 3 clusters Score -1593108 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1593357.000000 Penalty: 4705.958984
	Iteration 11Q: 3 clusters Score -1593357 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1593622.000000 Penalty: 4705.958984
	Iteration 12Q: 3 clusters Score -1593622 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1593863.750000 Penalty: 4705.958984
	Iteration 13Q: 3 clusters Score -1593864 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1594071.875000 Penalty: 4705.958984
	Iteration 14Q: 3 clusters Score -1594072 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1594230.625000 Penalty: 4705.958984
	Iteration 15Q: 3 clusters Score -1594231 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1594343.875000 Penalty: 4705.958984
	Iteration 16Q: 3 clusters Score -1594344 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1594440.500000 Penalty: 4705.958984
	Iteration 17Q: 3 clusters Score -1594440 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1594525.000000 Penalty: 4705.958984
	Iteration 18Q: 3 clusters Score -1594525 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1594587.125000 Penalty: 4705.958984
	Iteration 19Q: 3 clusters Score -1594587 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1594634.125000 Penalty: 4705.958984
	Iteration 20F: 3 clusters Score -1594634 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1594665.000000 Penalty: 4705.958984
	Iteration 21Q: 3 clusters Score -1594665 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1594697.750000 Penalty: 4705.958984
	Iteration 22Q: 3 clusters Score -1594698 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1594719.375000 Penalty: 4705.958984
	Iteration 23Q: 3 clusters Score -1594719 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1594738.875000 Penalty: 4705.958984
	Iteration 24Q: 3 clusters Score -1594739 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1594766.000000 Penalty: 4705.958984
	Iteration 25Q: 3 clusters Score -1594766 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1594769.750000 Penalty: 4705.958984
	Iteration 26Q: 3 clusters Score -1594770 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1594781.875000 Penalty: 4705.958984
	Iteration 27Q: 3 clusters Score -1594782 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1594795.000000 Penalty: 4705.958984
	Iteration 28Q: 3 clusters Score -1594795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1594813.000000 Penalty: 4705.958984
	Iteration 29Q: 3 clusters Score -1594813 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1594817.000000 Penalty: 4705.958984
	Iteration 30Q: 3 clusters Score -1594817 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1594834.500000 Penalty: 4705.958984
	Iteration 31Q: 3 clusters Score -1594834 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1594845.875000 Penalty: 4705.958984
	Iteration 32Q: 3 clusters Score -1594846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1594864.500000 Penalty: 4705.958984
	Iteration 33Q: 3 clusters Score -1594864 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1594875.875000 Penalty: 4705.958984
	Iteration 34Q: 3 clusters Score -1594876 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1594889.500000 Penalty: 4705.958984
	Iteration 35Q: 3 clusters Score -1594890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1594900.750000 Penalty: 4705.958984
	Iteration 36Q: 3 clusters Score -1594901 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1594917.750000 Penalty: 4705.958984
	Iteration 37Q: 3 clusters Score -1594918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1594936.750000 Penalty: 4705.958984
	Iteration 38Q: 3 clusters Score -1594937 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1594944.750000 Penalty: 4705.958984
	Iteration 39Q: 3 clusters Score -1594945 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1594958.500000 Penalty: 4705.958984
	Iteration 40F: 3 clusters Score -1594958 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1594972.500000 Penalty: 4705.958984
	Iteration 41Q: 3 clusters Score -1594972 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1594997.875000 Penalty: 4705.958984
	Iteration 42Q: 3 clusters Score -1594998 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1595022.000000 Penalty: 4705.958984
	Iteration 43Q: 3 clusters Score -1595022 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1595047.500000 Penalty: 4705.958984
	Iteration 44Q: 3 clusters Score -1595048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1595060.750000 Penalty: 4705.958984
	Iteration 45Q: 3 clusters Score -1595061 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1595076.250000 Penalty: 4705.958984
	Iteration 46Q: 3 clusters Score -1595076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1595090.625000 Penalty: 4705.958984
	Iteration 47Q: 3 clusters Score -1595091 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1595107.625000 Penalty: 4705.958984
	Iteration 48Q: 3 clusters Score -1595108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1595126.250000 Penalty: 4705.958984
	Iteration 49Q: 3 clusters Score -1595126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1595139.625000 Penalty: 4705.958984
	Iteration 50Q: 3 clusters Score -1595140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1595156.375000 Penalty: 4705.958984
	Iteration 51Q: 3 clusters Score -1595156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1595165.750000 Penalty: 4705.958984
	Iteration 52Q: 3 clusters Score -1595166 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1595198.000000 Penalty: 4705.958984
	Iteration 53Q: 3 clusters Score -1595198 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1595230.125000 Penalty: 4705.958984
	Iteration 54Q: 3 clusters Score -1595230 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1595262.625000 Penalty: 4705.958984
	Iteration 55Q: 3 clusters Score -1595263 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1595295.750000 Penalty: 4705.958984
	Iteration 56Q: 3 clusters Score -1595296 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1595326.875000 Penalty: 4705.958984
	Iteration 57Q: 3 clusters Score -1595327 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1595349.375000 Penalty: 4705.958984
	Iteration 58Q: 3 clusters Score -1595349 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1595369.500000 Penalty: 4705.958984
	Iteration 59Q: 3 clusters Score -1595370 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1595387.500000 Penalty: 4705.958984
	Iteration 60F: 3 clusters Score -1595388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1595405.125000 Penalty: 4705.958984
	Iteration 61Q: 3 clusters Score -1595405 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1595420.375000 Penalty: 4705.958984
	Iteration 62Q: 3 clusters Score -1595420 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1595436.625000 Penalty: 4705.958984
	Iteration 63Q: 3 clusters Score -1595437 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1595443.250000 Penalty: 4705.958984
	Iteration 64Q: 3 clusters Score -1595443 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1595452.500000 Penalty: 4705.958984
	Iteration 65Q: 3 clusters Score -1595452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1595455.750000 Penalty: 4705.958984
	Iteration 66Q: 3 clusters Score -1595456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1595470.125000 Penalty: 4705.958984
	Iteration 67Q: 3 clusters Score -1595470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1595472.500000 Penalty: 4705.958984
	Iteration 68Q: 3 clusters Score -1595472 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1595482.750000 Penalty: 4705.958984
	Iteration 69Q: 3 clusters Score -1595483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1595490.375000 Penalty: 4705.958984
	Iteration 70Q: 3 clusters Score -1595490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1595498.250000 Penalty: 4705.958984
	Iteration 71Q: 3 clusters Score -1595498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1595503.000000 Penalty: 4705.958984
	Iteration 72Q: 3 clusters Score -1595503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1595502.875000 Penalty: 4705.958984
	Iteration 73Q: 3 clusters Score -1595503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1595506.750000 Penalty: 4705.958984
	Iteration 74Q: 3 clusters Score -1595507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1595507.500000 Penalty: 4705.958984
	Iteration 75Q: 3 clusters Score -1595508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1595507.000000 Penalty: 4705.958984
	Iteration 76Q: 3 clusters Score -1595507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1595514.000000 Penalty: 4705.958984
	Iteration 77Q: 3 clusters Score -1595514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1595508.250000 Penalty: 4705.958984
	Iteration 78Q: 3 clusters Score -1595508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1595505.625000 Penalty: 4705.958984
	Iteration 79Q: 3 clusters Score -1595506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1595509.875000 Penalty: 4705.958984
	Iteration 80F: 3 clusters Score -1595510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1595511.875000 Penalty: 4705.958984
	Iteration 81Q: 3 clusters Score -1595512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1595513.625000 Penalty: 4705.958984
	Iteration 82Q: 3 clusters Score -1595514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1595512.875000 Penalty: 4705.958984
	Iteration 83Q: 3 clusters Score -1595513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1595515.500000 Penalty: 4705.958984
	Iteration 84Q: 3 clusters Score -1595516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1595517.250000 Penalty: 4705.958984
	Iteration 85Q: 3 clusters Score -1595517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1595516.375000 Penalty: 4705.958984
	Iteration 86Q: 3 clusters Score -1595516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1595518.500000 Penalty: 4705.958984
	Iteration 87Q: 3 clusters Score -1595518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1595519.500000 Penalty: 4705.958984
	Iteration 88Q: 3 clusters Score -1595520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1595519.500000 Penalty: 4705.958984
	Iteration 89F: 3 clusters Score -1595520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Entering Unmasked Estep 
Score: -1814931.125000 Penalty: 2374.475342
	Iteration 0F: 2 clusters Score -1814931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1804539.750000 Penalty: 4748.950684
	Iteration 0F: 3 clusters Score -1804540 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1808153.875000 Penalty: 4748.950684
	Iteration 1F: 3 clusters Score -1808154 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1808923.000000 Penalty: 4748.950684
	Iteration 2F: 3 clusters Score -1808923 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1809692.250000 Penalty: 4748.950684
	Iteration 3F: 3 clusters Score -1809692 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1810324.750000 Penalty: 4748.950684
	Iteration 4F: 3 clusters Score -1810325 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1810846.625000 Penalty: 4748.950684
	Iteration 5F: 3 clusters Score -1810847 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1811344.625000 Penalty: 4748.950684
	Iteration 6F: 3 clusters Score -1811345 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1811766.875000 Penalty: 4748.950684
	Iteration 7Q: 3 clusters Score -1811767 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1812164.250000 Penalty: 4748.950684
	Iteration 8Q: 3 clusters Score -1812164 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1812501.000000 Penalty: 4748.950684
	Iteration 9Q: 3 clusters Score -1812501 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1812761.750000 Penalty: 4748.950684
	Iteration 10Q: 3 clusters Score -1812762 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1812953.750000 Penalty: 4748.950684
	Iteration 11Q: 3 clusters Score -1812954 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1813087.750000 Penalty: 4748.950684
	Iteration 12Q: 3 clusters Score -1813088 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1813192.500000 Penalty: 4748.950684
	Iteration 13Q: 3 clusters Score -1813192 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1813262.375000 Penalty: 4748.950684
	Iteration 14Q: 3 clusters Score -1813262 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1813307.250000 Penalty: 4748.950684
	Iteration 15Q: 3 clusters Score -1813307 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1813341.375000 Penalty: 4748.950684
	Iteration 16Q: 3 clusters Score -1813341 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1813381.750000 Penalty: 4748.950684
	Iteration 17Q: 3 clusters Score -1813382 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1813424.375000 Penalty: 4748.950684
	Iteration 18Q: 3 clusters Score -1813424 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1813468.750000 Penalty: 4748.950684
	Iteration 19Q: 3 clusters Score -1813469 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1813513.750000 Penalty: 4748.950684
	Iteration 20F: 3 clusters Score -1813514 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1813552.875000 Penalty: 4748.950684
	Iteration 21Q: 3 clusters Score -1813553 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1813586.500000 Penalty: 4748.950684
	Iteration 22Q: 3 clusters Score -1813586 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1813630.375000 Penalty: 4748.950684
	Iteration 23Q: 3 clusters Score -1813630 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1813692.875000 Penalty: 4748.950684
	Iteration 24Q: 3 clusters Score -1813693 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1813770.875000 Penalty: 4748.950684
	Iteration 25Q: 3 clusters Score -1813771 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1813838.750000 Penalty: 4748.950684
	Iteration 26Q: 3 clusters Score -1813839 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1813918.250000 Penalty: 4748.950684
	Iteration 27Q: 3 clusters Score -1813918 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1814006.750000 Penalty: 4748.950684
	Iteration 28Q: 3 clusters Score -1814007 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1814090.250000 Penalty: 4748.950684
	Iteration 29Q: 3 clusters Score -1814090 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1814155.125000 Penalty: 4748.950684
	Iteration 30Q: 3 clusters Score -1814155 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1814210.375000 Penalty: 4748.950684
	Iteration 31Q: 3 clusters Score -1814210 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1814245.125000 Penalty: 4748.950684
	Iteration 32Q: 3 clusters Score -1814245 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1814260.375000 Penalty: 4748.950684
	Iteration 33Q: 3 clusters Score -1814260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1814279.125000 Penalty: 4748.950684
	Iteration 34Q: 3 clusters Score -1814279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1814297.000000 Penalty: 4748.950684
	Iteration 35Q: 3 clusters Score -1814297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1814306.750000 Penalty: 4748.950684
	Iteration 36Q: 3 clusters Score -1814307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1814319.625000 Penalty: 4748.950684
	Iteration 37Q: 3 clusters Score -1814320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1814319.375000 Penalty: 4748.950684
	Iteration 38Q: 3 clusters Score -1814319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1814324.000000 Penalty: 4748.950684
	Iteration 39Q: 3 clusters Score -1814324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1814324.250000 Penalty: 4748.950684
	Iteration 40F: 3 clusters Score -1814324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1814327.125000 Penalty: 4748.950684
	Iteration 41Q: 3 clusters Score -1814327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1814327.500000 Penalty: 4748.950684
	Iteration 42Q: 3 clusters Score -1814328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1814331.375000 Penalty: 4748.950684
	Iteration 43Q: 3 clusters Score -1814331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1814332.000000 Penalty: 4748.950684
	Iteration 44Q: 3 clusters Score -1814332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1814334.500000 Penalty: 4748.950684
	Iteration 45Q: 3 clusters Score -1814334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1814333.000000 Penalty: 4748.950684
	Iteration 46Q: 3 clusters Score -1814333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1814333.250000 Penalty: 4748.950684
	Iteration 47Q: 3 clusters Score -1814333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1814332.500000 Penalty: 4748.950684
	Iteration 48Q: 3 clusters Score -1814332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1814333.875000 Penalty: 4748.950684
	Iteration 49Q: 3 clusters Score -1814334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1814332.000000 Penalty: 4748.950684
	Iteration 50Q: 3 clusters Score -1814332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1814333.500000 Penalty: 4748.950684
	Iteration 51Q: 3 clusters Score -1814334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1814333.500000 Penalty: 4748.950684
	Iteration 52F: 3 clusters Score -1814334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Entering Unmasked Estep 
Score: -467785.937500 Penalty: 2057.295898
	Iteration 0F: 2 clusters Score -467785.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -463904.281250 Penalty: 4114.591797
	Iteration 0F: 3 clusters Score -463904.3 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -464857.625000 Penalty: 4114.591797
	Iteration 1F: 3 clusters Score -464857.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -465122.468750 Penalty: 4114.591797
	Iteration 2F: 3 clusters Score -465122.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -465293.500000 Penalty: 4114.591797
	Iteration 3F: 3 clusters Score -465293.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -465441.250000 Penalty: 4114.591797
	Iteration 4Q: 3 clusters Score -465441.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -465592.406250 Penalty: 4114.591797
	Iteration 5Q: 3 clusters Score -465592.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -465733.156250 Penalty: 4114.591797
	Iteration 6Q: 3 clusters Score -465733.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -465872.750000 Penalty: 4114.591797
	Iteration 7Q: 3 clusters Score -465872.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -466012.906250 Penalty: 4114.591797
	Iteration 8Q: 3 clusters Score -466012.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -466120.812500 Penalty: 4114.591797
	Iteration 9Q: 3 clusters Score -466120.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -466202.531250 Penalty: 4114.591797
	Iteration 10Q: 3 clusters Score -466202.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -466298.531250 Penalty: 4114.591797
	Iteration 11Q: 3 clusters Score -466298.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -466372.343750 Penalty: 4114.591797
	Iteration 12Q: 3 clusters Score -466372.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -466429.687500 Penalty: 4114.591797
	Iteration 13Q: 3 clusters Score -466429.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -466490.062500 Penalty: 4114.591797
	Iteration 14Q: 3 clusters Score -466490.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -466558.281250 Penalty: 4114.591797
	Iteration 15Q: 3 clusters Score -466558.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -466629.125000 Penalty: 4114.591797
	Iteration 16Q: 3 clusters Score -466629.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -466710.000000 Penalty: 4114.591797
	Iteration 17Q: 3 clusters Score -466710 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -466801.312500 Penalty: 4114.591797
	Iteration 18Q: 3 clusters Score -466801.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -466875.750000 Penalty: 4114.591797
	Iteration 19Q: 3 clusters Score -466875.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -466961.906250 Penalty: 4114.591797
	Iteration 20F: 3 clusters Score -466961.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -467060.625000 Penalty: 4114.591797
	Iteration 21Q: 3 clusters Score -467060.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -467166.625000 Penalty: 4114.591797
	Iteration 22Q: 3 clusters Score -467166.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -467264.031250 Penalty: 4114.591797
	Iteration 23Q: 3 clusters Score -467264 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -467338.343750 Penalty: 4114.591797
	Iteration 24Q: 3 clusters Score -467338.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -467370.687500 Penalty: 4114.591797
	Iteration 25Q: 3 clusters Score -467370.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -467394.250000 Penalty: 4114.591797
	Iteration 26Q: 3 clusters Score -467394.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -467415.062500 Penalty: 4114.591797
	Iteration 27Q: 3 clusters Score -467415.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -467428.875000 Penalty: 4114.591797
	Iteration 28Q: 3 clusters Score -467428.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -467441.625000 Penalty: 4114.591797
	Iteration 29Q: 3 clusters Score -467441.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -467454.812500 Penalty: 4114.591797
	Iteration 30Q: 3 clusters Score -467454.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -467462.781250 Penalty: 4114.591797
	Iteration 31Q: 3 clusters Score -467462.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -467465.156250 Penalty: 4114.591797
	Iteration 32Q: 3 clusters Score -467465.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -467467.531250 Penalty: 4114.591797
	Iteration 33Q: 3 clusters Score -467467.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -467467.875000 Penalty: 4114.591797
	Iteration 34Q: 3 clusters Score -467467.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -467468.843750 Penalty: 4114.591797
	Iteration 35Q: 3 clusters Score -467468.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -467469.281250 Penalty: 4114.591797
	Iteration 36Q: 3 clusters Score -467469.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -467469.281250 Penalty: 4114.591797
	Iteration 37F: 3 clusters Score -467469.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Entering Unmasked Estep 
Score: -2616976.500000 Penalty: 2475.174316
	Iteration 0F: 2 clusters Score -2616976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2601871.000000 Penalty: 4950.348633
	Iteration 0F: 3 clusters Score -2601871 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2607272.500000 Penalty: 4950.348633
	Iteration 1F: 3 clusters Score -2607272 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2608084.500000 Penalty: 4950.348633
	Iteration 2F: 3 clusters Score -2608084 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2609065.750000 Penalty: 4950.348633
	Iteration 3F: 3 clusters Score -2609066 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2610113.000000 Penalty: 4950.348633
	Iteration 4F: 3 clusters Score -2610113 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2611050.250000 Penalty: 4950.348633
	Iteration 5F: 3 clusters Score -2611050 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2611849.750000 Penalty: 4950.348633
	Iteration 6F: 3 clusters Score -2611850 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2612526.000000 Penalty: 4950.348633
	Iteration 7Q: 3 clusters Score -2612526 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2613030.000000 Penalty: 4950.348633
	Iteration 8Q: 3 clusters Score -2613030 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2613509.250000 Penalty: 4950.348633
	Iteration 9Q: 3 clusters Score -2613509 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2613893.000000 Penalty: 4950.348633
	Iteration 10Q: 3 clusters Score -2613893 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2614214.250000 Penalty: 4950.348633
	Iteration 11Q: 3 clusters Score -2614214 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2614423.000000 Penalty: 4950.348633
	Iteration 12Q: 3 clusters Score -2614423 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2614569.000000 Penalty: 4950.348633
	Iteration 13Q: 3 clusters Score -2614569 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2614671.000000 Penalty: 4950.348633
	Iteration 14Q: 3 clusters Score -2614671 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2614737.000000 Penalty: 4950.348633
	Iteration 15Q: 3 clusters Score -2614737 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2614793.500000 Penalty: 4950.348633
	Iteration 16Q: 3 clusters Score -2614794 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2614836.250000 Penalty: 4950.348633
	Iteration 17Q: 3 clusters Score -2614836 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2614862.500000 Penalty: 4950.348633
	Iteration 18Q: 3 clusters Score -2614862 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2614877.500000 Penalty: 4950.348633
	Iteration 19Q: 3 clusters Score -2614878 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2614892.250000 Penalty: 4950.348633
	Iteration 20F: 3 clusters Score -2614892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2614903.250000 Penalty: 4950.348633
	Iteration 21Q: 3 clusters Score -2614903 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2614911.000000 Penalty: 4950.348633
	Iteration 22Q: 3 clusters Score -2614911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2614918.750000 Penalty: 4950.348633
	Iteration 23Q: 3 clusters Score -2614919 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2614914.750000 Penalty: 4950.348633
	Iteration 24Q: 3 clusters Score -2614915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2614923.250000 Penalty: 4950.348633
	Iteration 25Q: 3 clusters Score -2614923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2614925.500000 Penalty: 4950.348633
	Iteration 26Q: 3 clusters Score -2614926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2614929.000000 Penalty: 4950.348633
	Iteration 27Q: 3 clusters Score -2614929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2614931.250000 Penalty: 4950.348633
	Iteration 28Q: 3 clusters Score -2614931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2614942.250000 Penalty: 4950.348633
	Iteration 29Q: 3 clusters Score -2614942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2614944.000000 Penalty: 4950.348633
	Iteration 30Q: 3 clusters Score -2614944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2614950.500000 Penalty: 4950.348633
	Iteration 31Q: 3 clusters Score -2614950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2614948.500000 Penalty: 4950.348633
	Iteration 32Q: 3 clusters Score -2614948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2614945.750000 Penalty: 4950.348633
	Iteration 33Q: 3 clusters Score -2614946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2614959.250000 Penalty: 4950.348633
	Iteration 34Q: 3 clusters Score -2614959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2614954.250000 Penalty: 4950.348633
	Iteration 35Q: 3 clusters Score -2614954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2614960.750000 Penalty: 4950.348633
	Iteration 36Q: 3 clusters Score -2614961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2614959.500000 Penalty: 4950.348633
	Iteration 37Q: 3 clusters Score -2614960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2614960.750000 Penalty: 4950.348633
	Iteration 38Q: 3 clusters Score -2614961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2614963.000000 Penalty: 4950.348633
	Iteration 39Q: 3 clusters Score -2614963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2614963.750000 Penalty: 4950.348633
	Iteration 40F: 3 clusters Score -2614964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2614959.500000 Penalty: 4950.348633
	Iteration 41Q: 3 clusters Score -2614960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2614959.500000 Penalty: 4950.348633
	Iteration 42Q: 3 clusters Score -2614960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2614965.000000 Penalty: 4950.348633
	Iteration 43Q: 3 clusters Score -2614965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2614961.750000 Penalty: 4950.348633
	Iteration 44Q: 3 clusters Score -2614962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2614961.750000 Penalty: 4950.348633
	Iteration 45F: 3 clusters Score -2614962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Entering Unmasked Estep 
Score: -910170.125000 Penalty: 2235.854248
	Iteration 0F: 2 clusters Score -910170.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -903580.625000 Penalty: 4471.708496
	Iteration 0F: 3 clusters Score -903580.6 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -905614.500000 Penalty: 4471.708496
	Iteration 1F: 3 clusters Score -905614.5 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -906307.812500 Penalty: 4471.708496
	Iteration 2F: 3 clusters Score -906307.8 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -907127.875000 Penalty: 4471.708496
	Iteration 3F: 3 clusters Score -907127.9 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -907942.437500 Penalty: 4471.708496
	Iteration 4F: 3 clusters Score -907942.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -908520.312500 Penalty: 4471.708496
	Iteration 5F: 3 clusters Score -908520.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -908889.875000 Penalty: 4471.708496
	Iteration 6F: 3 clusters Score -908889.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -909109.687500 Penalty: 4471.708496
	Iteration 7Q: 3 clusters Score -909109.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -909259.937500 Penalty: 4471.708496
	Iteration 8Q: 3 clusters Score -909259.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -909358.062500 Penalty: 4471.708496
	Iteration 9Q: 3 clusters Score -909358.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -909414.812500 Penalty: 4471.708496
	Iteration 10Q: 3 clusters Score -909414.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -909436.000000 Penalty: 4471.708496
	Iteration 11Q: 3 clusters Score -909436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -909455.937500 Penalty: 4471.708496
	Iteration 12Q: 3 clusters Score -909455.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -909464.375000 Penalty: 4471.708496
	Iteration 13Q: 3 clusters Score -909464.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -909475.062500 Penalty: 4471.708496
	Iteration 14Q: 3 clusters Score -909475.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -909485.687500 Penalty: 4471.708496
	Iteration 15Q: 3 clusters Score -909485.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -909500.062500 Penalty: 4471.708496
	Iteration 16Q: 3 clusters Score -909500.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -909503.750000 Penalty: 4471.708496
	Iteration 17Q: 3 clusters Score -909503.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -909504.625000 Penalty: 4471.708496
	Iteration 18Q: 3 clusters Score -909504.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -909505.937500 Penalty: 4471.708496
	Iteration 19Q: 3 clusters Score -909505.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -909509.375000 Penalty: 4471.708496
	Iteration 20F: 3 clusters Score -909509.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -909512.500000 Penalty: 4471.708496
	Iteration 21Q: 3 clusters Score -909512.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -909514.062500 Penalty: 4471.708496
	Iteration 22Q: 3 clusters Score -909514.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -909518.562500 Penalty: 4471.708496
	Iteration 23Q: 3 clusters Score -909518.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -909521.250000 Penalty: 4471.708496
	Iteration 24Q: 3 clusters Score -909521.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -909521.000000 Penalty: 4471.708496
	Iteration 25Q: 3 clusters Score -909521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -909521.937500 Penalty: 4471.708496
	Iteration 26Q: 3 clusters Score -909521.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -909522.125000 Penalty: 4471.708496
	Iteration 27Q: 3 clusters Score -909522.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -909523.250000 Penalty: 4471.708496
	Iteration 28Q: 3 clusters Score -909523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -909523.062500 Penalty: 4471.708496
	Iteration 29Q: 3 clusters Score -909523.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -909523.875000 Penalty: 4471.708496
	Iteration 30Q: 3 clusters Score -909523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -909525.250000 Penalty: 4471.708496
	Iteration 31Q: 3 clusters Score -909525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -909525.125000 Penalty: 4471.708496
	Iteration 32Q: 3 clusters Score -909525.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -909526.312500 Penalty: 4471.708496
	Iteration 33Q: 3 clusters Score -909526.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -909528.937500 Penalty: 4471.708496
	Iteration 34Q: 3 clusters Score -909528.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -909527.187500 Penalty: 4471.708496
	Iteration 35Q: 3 clusters Score -909527.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -909527.187500 Penalty: 4471.708496
	Iteration 36F: 3 clusters Score -909527.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Entering Unmasked Estep 
Score: -351101.437500 Penalty: 1958.068115
	Iteration 0F: 2 clusters Score -351101.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -348044.718750 Penalty: 3916.136230
	Iteration 0F: 3 clusters Score -348044.7 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -348632.468750 Penalty: 3916.136230
	Iteration 1F: 3 clusters Score -348632.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -348776.531250 Penalty: 3916.136230
	Iteration 2F: 3 clusters Score -348776.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -348854.218750 Penalty: 3916.136230
	Iteration 3Q: 3 clusters Score -348854.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -348901.812500 Penalty: 3916.136230
	Iteration 4Q: 3 clusters Score -348901.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -348924.187500 Penalty: 3916.136230
	Iteration 5Q: 3 clusters Score -348924.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -348947.593750 Penalty: 3916.136230
	Iteration 6Q: 3 clusters Score -348947.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -348966.250000 Penalty: 3916.136230
	Iteration 7Q: 3 clusters Score -348966.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -348974.750000 Penalty: 3916.136230
	Iteration 8Q: 3 clusters Score -348974.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -348986.656250 Penalty: 3916.136230
	Iteration 9Q: 3 clusters Score -348986.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -348999.406250 Penalty: 3916.136230
	Iteration 10Q: 3 clusters Score -348999.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -349008.156250 Penalty: 3916.136230
	Iteration 11Q: 3 clusters Score -349008.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -349014.031250 Penalty: 3916.136230
	Iteration 12Q: 3 clusters Score -349014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -349017.093750 Penalty: 3916.136230
	Iteration 13Q: 3 clusters Score -349017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -349018.906250 Penalty: 3916.136230
	Iteration 14Q: 3 clusters Score -349018.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -349018.906250 Penalty: 3916.136230
	Iteration 15F: 3 clusters Score -349018.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Entering Unmasked Estep 
Score: -1617800.750000 Penalty: 2344.570557
	Iteration 0F: 2 clusters Score -1617801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1608431.000000 Penalty: 4689.141113
	Iteration 0F: 3 clusters Score -1608431 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1611412.000000 Penalty: 4689.141113
	Iteration 1F: 3 clusters Score -1611412 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1611854.625000 Penalty: 4689.141113
	Iteration 2F: 3 clusters Score -1611855 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1612212.875000 Penalty: 4689.141113
	Iteration 3F: 3 clusters Score -1612213 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1612555.875000 Penalty: 4689.141113
	Iteration 4F: 3 clusters Score -1612556 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1612941.500000 Penalty: 4689.141113
	Iteration 5F: 3 clusters Score -1612942 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1613376.125000 Penalty: 4689.141113
	Iteration 6F: 3 clusters Score -1613376 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1613843.375000 Penalty: 4689.141113
	Iteration 7F: 3 clusters Score -1613843 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1614288.375000 Penalty: 4689.141113
	Iteration 8Q: 3 clusters Score -1614288 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1614708.000000 Penalty: 4689.141113
	Iteration 9Q: 3 clusters Score -1614708 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1615129.625000 Penalty: 4689.141113
	Iteration 10Q: 3 clusters Score -1615130 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1615467.750000 Penalty: 4689.141113
	Iteration 11Q: 3 clusters Score -1615468 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1615751.750000 Penalty: 4689.141113
	Iteration 12Q: 3 clusters Score -1615752 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1615950.125000 Penalty: 4689.141113
	Iteration 13Q: 3 clusters Score -1615950 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1616098.375000 Penalty: 4689.141113
	Iteration 14Q: 3 clusters Score -1616098 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1616211.125000 Penalty: 4689.141113
	Iteration 15Q: 3 clusters Score -1616211 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1616281.125000 Penalty: 4689.141113
	Iteration 16Q: 3 clusters Score -1616281 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1616335.000000 Penalty: 4689.141113
	Iteration 17Q: 3 clusters Score -1616335 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1616383.375000 Penalty: 4689.141113
	Iteration 18Q: 3 clusters Score -1616383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1616429.500000 Penalty: 4689.141113
	Iteration 19Q: 3 clusters Score -1616430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1616447.000000 Penalty: 4689.141113
	Iteration 20F: 3 clusters Score -1616447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1616469.500000 Penalty: 4689.141113
	Iteration 21Q: 3 clusters Score -1616470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1616487.125000 Penalty: 4689.141113
	Iteration 22Q: 3 clusters Score -1616487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1616500.125000 Penalty: 4689.141113
	Iteration 23Q: 3 clusters Score -1616500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1616501.625000 Penalty: 4689.141113
	Iteration 24Q: 3 clusters Score -1616502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1616509.750000 Penalty: 4689.141113
	Iteration 25Q: 3 clusters Score -1616510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1616516.375000 Penalty: 4689.141113
	Iteration 26Q: 3 clusters Score -1616516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1616516.625000 Penalty: 4689.141113
	Iteration 27Q: 3 clusters Score -1616517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1616521.500000 Penalty: 4689.141113
	Iteration 28Q: 3 clusters Score -1616522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1616522.875000 Penalty: 4689.141113
	Iteration 29Q: 3 clusters Score -1616523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1616521.875000 Penalty: 4689.141113
	Iteration 30Q: 3 clusters Score -1616522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1616525.625000 Penalty: 4689.141113
	Iteration 31Q: 3 clusters Score -1616526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1616525.500000 Penalty: 4689.141113
	Iteration 32Q: 3 clusters Score -1616526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1616530.875000 Penalty: 4689.141113
	Iteration 33Q: 3 clusters Score -1616531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1616531.250000 Penalty: 4689.141113
	Iteration 34Q: 3 clusters Score -1616531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1616533.125000 Penalty: 4689.141113
	Iteration 35Q: 3 clusters Score -1616533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1616533.125000 Penalty: 4689.141113
	Iteration 36F: 3 clusters Score -1616533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167526 members 
Entering Unmasked Estep 
Score: -21701728.000000 Penalty: 2983.165527
	Iteration 0F: 2 clusters Score -2.170173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83899 members 
Mstep: Class 2 contains 83627 members 
Entering Unmasked Estep 
Score: -21593706.000000 Penalty: 5966.331055
	Iteration 0F: 3 clusters Score -2.159371e+07 nChanged 80332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85181 members 
Mstep: Class 2 contains 82345 members 
Entering Unmasked Estep 
Score: -21640662.000000 Penalty: 5966.331055
	Iteration 1F: 3 clusters Score -2.164066e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85730 members 
Mstep: Class 2 contains 81796 members 
Entering Unmasked Estep 
Score: -21641654.000000 Penalty: 5966.331055
	Iteration 2Q: 3 clusters Score -2.164165e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -21642778.000000 Penalty: 5966.331055
	Iteration 3Q: 3 clusters Score -2.164278e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87852 members 
Mstep: Class 2 contains 79674 members 
Entering Unmasked Estep 
Score: -21644242.000000 Penalty: 5966.331055
	Iteration 4Q: 3 clusters Score -2.164424e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89610 members 
Mstep: Class 2 contains 77916 members 
Entering Unmasked Estep 
Score: -21646052.000000 Penalty: 5966.331055
	Iteration 5Q: 3 clusters Score -2.164605e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91959 members 
Mstep: Class 2 contains 75567 members 
Entering Unmasked Estep 
Score: -21648394.000000 Penalty: 5966.331055
	Iteration 6Q: 3 clusters Score -2.164839e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95093 members 
Mstep: Class 2 contains 72433 members 
Entering Unmasked Estep 
Score: -21651638.000000 Penalty: 5966.331055
	Iteration 7Q: 3 clusters Score -2.165164e+07 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99323 members 
Mstep: Class 2 contains 68203 members 
Entering Unmasked Estep 
Score: -21655298.000000 Penalty: 5966.331055
	Iteration 8Q: 3 clusters Score -2.16553e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104827 members 
Mstep: Class 2 contains 62699 members 
Entering Unmasked Estep 
Score: -21659638.000000 Penalty: 5966.331055
	Iteration 9Q: 3 clusters Score -2.165964e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111683 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -21664680.000000 Penalty: 5966.331055
	Iteration 10F: 3 clusters Score -2.166468e+07 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119876 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -21670574.000000 Penalty: 5966.331055
	Iteration 11F: 3 clusters Score -2.167057e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128842 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -21676542.000000 Penalty: 5966.331055
	Iteration 12F: 3 clusters Score -2.167654e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137989 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -21682802.000000 Penalty: 5966.331055
	Iteration 13F: 3 clusters Score -2.16828e+07 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146253 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -21688622.000000 Penalty: 5966.331055
	Iteration 14Q: 3 clusters Score -2.168862e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152842 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -21693044.000000 Penalty: 5966.331055
	Iteration 15Q: 3 clusters Score -2.169304e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157655 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -21695908.000000 Penalty: 5966.331055
	Iteration 16Q: 3 clusters Score -2.169591e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160824 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -21697520.000000 Penalty: 5966.331055
	Iteration 17Q: 3 clusters Score -2.169752e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162832 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -21698376.000000 Penalty: 5966.331055
	Iteration 18Q: 3 clusters Score -2.169838e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164105 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -21698878.000000 Penalty: 5966.331055
	Iteration 19Q: 3 clusters Score -2.169888e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164872 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -21699022.000000 Penalty: 5966.331055
	Iteration 20F: 3 clusters Score -2.169902e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165338 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -21699208.000000 Penalty: 5966.331055
	Iteration 21Q: 3 clusters Score -2.169921e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165645 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -21699358.000000 Penalty: 5966.331055
	Iteration 22Q: 3 clusters Score -2.169936e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165861 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -21699420.000000 Penalty: 5966.331055
	Iteration 23Q: 3 clusters Score -2.169942e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166007 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -21699448.000000 Penalty: 5966.331055
	Iteration 24Q: 3 clusters Score -2.169945e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166105 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -21699460.000000 Penalty: 5966.331055
	Iteration 25Q: 3 clusters Score -2.169946e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166173 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -21699502.000000 Penalty: 5966.331055
	Iteration 26Q: 3 clusters Score -2.16995e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166216 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -21699544.000000 Penalty: 5966.331055
	Iteration 27Q: 3 clusters Score -2.169954e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166264 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -21699574.000000 Penalty: 5966.331055
	Iteration 28Q: 3 clusters Score -2.169957e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166303 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -21699588.000000 Penalty: 5966.331055
	Iteration 29Q: 3 clusters Score -2.169959e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166331 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -21699610.000000 Penalty: 5966.331055
	Iteration 30Q: 3 clusters Score -2.169961e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166364 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -21699632.000000 Penalty: 5966.331055
	Iteration 31Q: 3 clusters Score -2.169963e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166386 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -21699606.000000 Penalty: 5966.331055
	Iteration 32Q: 3 clusters Score -2.169961e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166407 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -21699646.000000 Penalty: 5966.331055
	Iteration 33Q: 3 clusters Score -2.169965e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166430 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -21699648.000000 Penalty: 5966.331055
	Iteration 34Q: 3 clusters Score -2.169965e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166447 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -21699646.000000 Penalty: 5966.331055
	Iteration 35Q: 3 clusters Score -2.169965e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166465 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -21699632.000000 Penalty: 5966.331055
	Iteration 36Q: 3 clusters Score -2.169963e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166480 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -21699636.000000 Penalty: 5966.331055
	Iteration 37Q: 3 clusters Score -2.169964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166494 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -21699648.000000 Penalty: 5966.331055
	Iteration 38Q: 3 clusters Score -2.169965e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166508 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -21699664.000000 Penalty: 5966.331055
	Iteration 39Q: 3 clusters Score -2.169966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166518 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -21699668.000000 Penalty: 5966.331055
	Iteration 40F: 3 clusters Score -2.169967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166523 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -21699654.000000 Penalty: 5966.331055
	Iteration 41Q: 3 clusters Score -2.169965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166528 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -21699670.000000 Penalty: 5966.331055
	Iteration 42Q: 3 clusters Score -2.169967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166534 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -21699662.000000 Penalty: 5966.331055
	Iteration 43Q: 3 clusters Score -2.169966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166533 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -21699668.000000 Penalty: 5966.331055
	Iteration 44Q: 3 clusters Score -2.169967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166537 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -21699658.000000 Penalty: 5966.331055
	Iteration 45Q: 3 clusters Score -2.169966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166538 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -21699666.000000 Penalty: 5966.331055
	Iteration 46Q: 3 clusters Score -2.169967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166541 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -21699670.000000 Penalty: 5966.331055
	Iteration 47Q: 3 clusters Score -2.169967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166539 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -21699658.000000 Penalty: 5966.331055
	Iteration 48Q: 3 clusters Score -2.169966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166540 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -21699670.000000 Penalty: 5966.331055
	Iteration 49Q: 3 clusters Score -2.169967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166538 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -21699664.000000 Penalty: 5966.331055
	Iteration 50Q: 3 clusters Score -2.169966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166540 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -21699674.000000 Penalty: 5966.331055
	Iteration 51Q: 3 clusters Score -2.169967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166540 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -21699674.000000 Penalty: 5966.331055
	Iteration 52F: 3 clusters Score -2.169967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Entering Unmasked Estep 
Score: -2485539.000000 Penalty: 2447.999023
	Iteration 0F: 2 clusters Score -2485539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2471965.500000 Penalty: 4895.998047
	Iteration 0F: 3 clusters Score -2471966 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2476295.750000 Penalty: 4895.998047
	Iteration 1F: 3 clusters Score -2476296 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2476670.250000 Penalty: 4895.998047
	Iteration 2F: 3 clusters Score -2476670 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2476979.500000 Penalty: 4895.998047
	Iteration 3Q: 3 clusters Score -2476980 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2477245.500000 Penalty: 4895.998047
	Iteration 4Q: 3 clusters Score -2477246 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2477498.000000 Penalty: 4895.998047
	Iteration 5Q: 3 clusters Score -2477498 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2477731.750000 Penalty: 4895.998047
	Iteration 6Q: 3 clusters Score -2477732 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2477980.250000 Penalty: 4895.998047
	Iteration 7Q: 3 clusters Score -2477980 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2478271.250000 Penalty: 4895.998047
	Iteration 8Q: 3 clusters Score -2478271 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2478591.750000 Penalty: 4895.998047
	Iteration 9Q: 3 clusters Score -2478592 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2478945.250000 Penalty: 4895.998047
	Iteration 10Q: 3 clusters Score -2478945 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2479358.500000 Penalty: 4895.998047
	Iteration 11Q: 3 clusters Score -2479358 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2479776.000000 Penalty: 4895.998047
	Iteration 12Q: 3 clusters Score -2479776 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2480165.000000 Penalty: 4895.998047
	Iteration 13Q: 3 clusters Score -2480165 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2480565.000000 Penalty: 4895.998047
	Iteration 14Q: 3 clusters Score -2480565 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2480947.750000 Penalty: 4895.998047
	Iteration 15Q: 3 clusters Score -2480948 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2481272.500000 Penalty: 4895.998047
	Iteration 16Q: 3 clusters Score -2481272 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2481619.000000 Penalty: 4895.998047
	Iteration 17Q: 3 clusters Score -2481619 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2481936.000000 Penalty: 4895.998047
	Iteration 18Q: 3 clusters Score -2481936 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2482233.250000 Penalty: 4895.998047
	Iteration 19Q: 3 clusters Score -2482233 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2482500.250000 Penalty: 4895.998047
	Iteration 20F: 3 clusters Score -2482500 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2482741.500000 Penalty: 4895.998047
	Iteration 21Q: 3 clusters Score -2482742 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2482947.250000 Penalty: 4895.998047
	Iteration 22Q: 3 clusters Score -2482947 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2483088.750000 Penalty: 4895.998047
	Iteration 23Q: 3 clusters Score -2483089 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2483202.750000 Penalty: 4895.998047
	Iteration 24Q: 3 clusters Score -2483203 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2483283.250000 Penalty: 4895.998047
	Iteration 25Q: 3 clusters Score -2483283 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2483355.000000 Penalty: 4895.998047
	Iteration 26Q: 3 clusters Score -2483355 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2483418.750000 Penalty: 4895.998047
	Iteration 27Q: 3 clusters Score -2483419 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2483452.250000 Penalty: 4895.998047
	Iteration 28Q: 3 clusters Score -2483452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2483477.500000 Penalty: 4895.998047
	Iteration 29Q: 3 clusters Score -2483478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2483491.000000 Penalty: 4895.998047
	Iteration 30Q: 3 clusters Score -2483491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2483492.250000 Penalty: 4895.998047
	Iteration 31Q: 3 clusters Score -2483492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2483505.250000 Penalty: 4895.998047
	Iteration 32Q: 3 clusters Score -2483505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2483508.500000 Penalty: 4895.998047
	Iteration 33Q: 3 clusters Score -2483508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2483511.250000 Penalty: 4895.998047
	Iteration 34Q: 3 clusters Score -2483511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2483514.250000 Penalty: 4895.998047
	Iteration 35Q: 3 clusters Score -2483514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2483511.750000 Penalty: 4895.998047
	Iteration 36Q: 3 clusters Score -2483512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2483518.750000 Penalty: 4895.998047
	Iteration 37Q: 3 clusters Score -2483519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2483521.750000 Penalty: 4895.998047
	Iteration 38Q: 3 clusters Score -2483522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2483524.500000 Penalty: 4895.998047
	Iteration 39Q: 3 clusters Score -2483524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2483523.750000 Penalty: 4895.998047
	Iteration 40F: 3 clusters Score -2483524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2483526.750000 Penalty: 4895.998047
	Iteration 41Q: 3 clusters Score -2483527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2483535.000000 Penalty: 4895.998047
	Iteration 42Q: 3 clusters Score -2483535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2483533.000000 Penalty: 4895.998047
	Iteration 43Q: 3 clusters Score -2483533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2483534.750000 Penalty: 4895.998047
	Iteration 44Q: 3 clusters Score -2483535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2483536.000000 Penalty: 4895.998047
	Iteration 45Q: 3 clusters Score -2483536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2483539.250000 Penalty: 4895.998047
	Iteration 46Q: 3 clusters Score -2483539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2483539.500000 Penalty: 4895.998047
	Iteration 47Q: 3 clusters Score -2483540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2483539.500000 Penalty: 4895.998047
	Iteration 48F: 3 clusters Score -2483540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Entering Unmasked Estep 
Score: -649707.750000 Penalty: 2114.289307
	Iteration 0F: 2 clusters Score -649707.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -645159.000000 Penalty: 4228.578613
	Iteration 0F: 3 clusters Score -645159 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -646206.062500 Penalty: 4228.578613
	Iteration 1F: 3 clusters Score -646206.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -646470.562500 Penalty: 4228.578613
	Iteration 2F: 3 clusters Score -646470.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -646653.937500 Penalty: 4228.578613
	Iteration 3F: 3 clusters Score -646653.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -646782.500000 Penalty: 4228.578613
	Iteration 4Q: 3 clusters Score -646782.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -646885.125000 Penalty: 4228.578613
	Iteration 5Q: 3 clusters Score -646885.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -646970.562500 Penalty: 4228.578613
	Iteration 6Q: 3 clusters Score -646970.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -647054.125000 Penalty: 4228.578613
	Iteration 7Q: 3 clusters Score -647054.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -647137.937500 Penalty: 4228.578613
	Iteration 8Q: 3 clusters Score -647137.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -647222.875000 Penalty: 4228.578613
	Iteration 9Q: 3 clusters Score -647222.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -647297.562500 Penalty: 4228.578613
	Iteration 10Q: 3 clusters Score -647297.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -647371.500000 Penalty: 4228.578613
	Iteration 11Q: 3 clusters Score -647371.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -647438.250000 Penalty: 4228.578613
	Iteration 12Q: 3 clusters Score -647438.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -647499.312500 Penalty: 4228.578613
	Iteration 13Q: 3 clusters Score -647499.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -647553.625000 Penalty: 4228.578613
	Iteration 14Q: 3 clusters Score -647553.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -647607.125000 Penalty: 4228.578613
	Iteration 15Q: 3 clusters Score -647607.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -647648.125000 Penalty: 4228.578613
	Iteration 16Q: 3 clusters Score -647648.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -647672.750000 Penalty: 4228.578613
	Iteration 17Q: 3 clusters Score -647672.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -647697.125000 Penalty: 4228.578613
	Iteration 18Q: 3 clusters Score -647697.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -647721.937500 Penalty: 4228.578613
	Iteration 19Q: 3 clusters Score -647721.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -647746.500000 Penalty: 4228.578613
	Iteration 20F: 3 clusters Score -647746.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -647772.375000 Penalty: 4228.578613
	Iteration 21Q: 3 clusters Score -647772.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -647794.500000 Penalty: 4228.578613
	Iteration 22Q: 3 clusters Score -647794.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -647816.687500 Penalty: 4228.578613
	Iteration 23Q: 3 clusters Score -647816.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -647830.250000 Penalty: 4228.578613
	Iteration 24Q: 3 clusters Score -647830.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -647839.750000 Penalty: 4228.578613
	Iteration 25Q: 3 clusters Score -647839.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -647845.187500 Penalty: 4228.578613
	Iteration 26Q: 3 clusters Score -647845.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -647853.625000 Penalty: 4228.578613
	Iteration 27Q: 3 clusters Score -647853.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -647861.750000 Penalty: 4228.578613
	Iteration 28Q: 3 clusters Score -647861.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -647870.437500 Penalty: 4228.578613
	Iteration 29Q: 3 clusters Score -647870.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -647878.375000 Penalty: 4228.578613
	Iteration 30Q: 3 clusters Score -647878.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -647887.625000 Penalty: 4228.578613
	Iteration 31Q: 3 clusters Score -647887.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -647895.750000 Penalty: 4228.578613
	Iteration 32Q: 3 clusters Score -647895.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -647904.500000 Penalty: 4228.578613
	Iteration 33Q: 3 clusters Score -647904.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -647912.187500 Penalty: 4228.578613
	Iteration 34Q: 3 clusters Score -647912.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -647916.375000 Penalty: 4228.578613
	Iteration 35Q: 3 clusters Score -647916.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -647919.125000 Penalty: 4228.578613
	Iteration 36Q: 3 clusters Score -647919.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -647923.750000 Penalty: 4228.578613
	Iteration 37Q: 3 clusters Score -647923.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -647925.562500 Penalty: 4228.578613
	Iteration 38Q: 3 clusters Score -647925.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -647927.375000 Penalty: 4228.578613
	Iteration 39Q: 3 clusters Score -647927.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -647927.375000 Penalty: 4228.578613
	Iteration 40F: 3 clusters Score -647927.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Entering Unmasked Estep 
Score: -6948597.000000 Penalty: 2715.364746
	Iteration 0F: 2 clusters Score -6948597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -6910355.500000 Penalty: 5430.729492
	Iteration 0F: 3 clusters Score -6910356 nChanged 26301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -6925376.000000 Penalty: 5430.729492
	Iteration 1F: 3 clusters Score -6925376 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -6926366.000000 Penalty: 5430.729492
	Iteration 2Q: 3 clusters Score -6926366 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -6927796.500000 Penalty: 5430.729492
	Iteration 3F: 3 clusters Score -6927796 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -6929733.000000 Penalty: 5430.729492
	Iteration 4F: 3 clusters Score -6929733 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -6932206.500000 Penalty: 5430.729492
	Iteration 5F: 3 clusters Score -6932206 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -6935033.000000 Penalty: 5430.729492
	Iteration 6F: 3 clusters Score -6935033 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -6937973.500000 Penalty: 5430.729492
	Iteration 7F: 3 clusters Score -6937974 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -6940520.000000 Penalty: 5430.729492
	Iteration 8F: 3 clusters Score -6940520 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -6942472.000000 Penalty: 5430.729492
	Iteration 9Q: 3 clusters Score -6942472 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -6943858.000000 Penalty: 5430.729492
	Iteration 10Q: 3 clusters Score -6943858 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -6944671.000000 Penalty: 5430.729492
	Iteration 11Q: 3 clusters Score -6944671 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -6945188.000000 Penalty: 5430.729492
	Iteration 12Q: 3 clusters Score -6945188 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -6945583.000000 Penalty: 5430.729492
	Iteration 13Q: 3 clusters Score -6945583 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -6945832.000000 Penalty: 5430.729492
	Iteration 14Q: 3 clusters Score -6945832 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -6946058.500000 Penalty: 5430.729492
	Iteration 15Q: 3 clusters Score -6946058 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -6946137.000000 Penalty: 5430.729492
	Iteration 16Q: 3 clusters Score -6946137 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -6946208.000000 Penalty: 5430.729492
	Iteration 17Q: 3 clusters Score -6946208 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -6946303.000000 Penalty: 5430.729492
	Iteration 18Q: 3 clusters Score -6946303 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -6946359.500000 Penalty: 5430.729492
	Iteration 19Q: 3 clusters Score -6946360 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 54801 members 
Entering Unmasked Estep 
Score: -6946412.500000 Penalty: 5430.729492
	Iteration 20F: 3 clusters Score -6946412 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -6946448.000000 Penalty: 5430.729492
	Iteration 21Q: 3 clusters Score -6946448 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -6946486.500000 Penalty: 5430.729492
	Iteration 22Q: 3 clusters Score -6946486 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -6946515.500000 Penalty: 5430.729492
	Iteration 23Q: 3 clusters Score -6946516 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -6946525.000000 Penalty: 5430.729492
	Iteration 24Q: 3 clusters Score -6946525 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -6946538.000000 Penalty: 5430.729492
	Iteration 25Q: 3 clusters Score -6946538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -6946565.500000 Penalty: 5430.729492
	Iteration 26Q: 3 clusters Score -6946566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -6946570.000000 Penalty: 5430.729492
	Iteration 27Q: 3 clusters Score -6946570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -6946587.500000 Penalty: 5430.729492
	Iteration 28Q: 3 clusters Score -6946588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 55184 members 
Entering Unmasked Estep 
Score: -6946589.500000 Penalty: 5430.729492
	Iteration 29Q: 3 clusters Score -6946590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -6946588.000000 Penalty: 5430.729492
	Iteration 30Q: 3 clusters Score -6946588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -6946590.000000 Penalty: 5430.729492
	Iteration 31Q: 3 clusters Score -6946590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -6946593.500000 Penalty: 5430.729492
	Iteration 32Q: 3 clusters Score -6946594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -6946593.500000 Penalty: 5430.729492
	Iteration 33F: 3 clusters Score -6946594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Entering Unmasked Estep 
Score: -1803859.500000 Penalty: 2383.941406
	Iteration 0F: 2 clusters Score -1803860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1793110.375000 Penalty: 4767.882812
	Iteration 0F: 3 clusters Score -1793110 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1796529.375000 Penalty: 4767.882812
	Iteration 1F: 3 clusters Score -1796529 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1796897.875000 Penalty: 4767.882812
	Iteration 2F: 3 clusters Score -1796898 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1797260.625000 Penalty: 4767.882812
	Iteration 3F: 3 clusters Score -1797261 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1797620.375000 Penalty: 4767.882812
	Iteration 4Q: 3 clusters Score -1797620 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1797979.500000 Penalty: 4767.882812
	Iteration 5Q: 3 clusters Score -1797980 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1798355.750000 Penalty: 4767.882812
	Iteration 6Q: 3 clusters Score -1798356 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1798765.750000 Penalty: 4767.882812
	Iteration 7Q: 3 clusters Score -1798766 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1799213.625000 Penalty: 4767.882812
	Iteration 8Q: 3 clusters Score -1799214 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1799668.500000 Penalty: 4767.882812
	Iteration 9Q: 3 clusters Score -1799668 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1800101.125000 Penalty: 4767.882812
	Iteration 10Q: 3 clusters Score -1800101 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1800461.000000 Penalty: 4767.882812
	Iteration 11Q: 3 clusters Score -1800461 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1800736.750000 Penalty: 4767.882812
	Iteration 12Q: 3 clusters Score -1800737 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1800924.125000 Penalty: 4767.882812
	Iteration 13Q: 3 clusters Score -1800924 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1801065.125000 Penalty: 4767.882812
	Iteration 14Q: 3 clusters Score -1801065 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1801172.000000 Penalty: 4767.882812
	Iteration 15Q: 3 clusters Score -1801172 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1801273.875000 Penalty: 4767.882812
	Iteration 16Q: 3 clusters Score -1801274 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1801358.500000 Penalty: 4767.882812
	Iteration 17Q: 3 clusters Score -1801358 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1801444.875000 Penalty: 4767.882812
	Iteration 18Q: 3 clusters Score -1801445 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1801530.375000 Penalty: 4767.882812
	Iteration 19Q: 3 clusters Score -1801530 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1801639.250000 Penalty: 4767.882812
	Iteration 20F: 3 clusters Score -1801639 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1801762.625000 Penalty: 4767.882812
	Iteration 21Q: 3 clusters Score -1801763 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1801872.000000 Penalty: 4767.882812
	Iteration 22Q: 3 clusters Score -1801872 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1801982.000000 Penalty: 4767.882812
	Iteration 23Q: 3 clusters Score -1801982 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1802087.375000 Penalty: 4767.882812
	Iteration 24Q: 3 clusters Score -1802087 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1802186.250000 Penalty: 4767.882812
	Iteration 25Q: 3 clusters Score -1802186 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1802253.125000 Penalty: 4767.882812
	Iteration 26Q: 3 clusters Score -1802253 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1802272.750000 Penalty: 4767.882812
	Iteration 27Q: 3 clusters Score -1802273 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1802302.500000 Penalty: 4767.882812
	Iteration 28Q: 3 clusters Score -1802302 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1802326.625000 Penalty: 4767.882812
	Iteration 29Q: 3 clusters Score -1802327 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1802339.000000 Penalty: 4767.882812
	Iteration 30Q: 3 clusters Score -1802339 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1802355.750000 Penalty: 4767.882812
	Iteration 31Q: 3 clusters Score -1802356 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1802370.625000 Penalty: 4767.882812
	Iteration 32Q: 3 clusters Score -1802371 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1802367.875000 Penalty: 4767.882812
	Iteration 33Q: 3 clusters Score -1802368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1802373.125000 Penalty: 4767.882812
	Iteration 34Q: 3 clusters Score -1802373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1802382.375000 Penalty: 4767.882812
	Iteration 35Q: 3 clusters Score -1802382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1802394.125000 Penalty: 4767.882812
	Iteration 36Q: 3 clusters Score -1802394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1802398.750000 Penalty: 4767.882812
	Iteration 37Q: 3 clusters Score -1802399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1802408.000000 Penalty: 4767.882812
	Iteration 38Q: 3 clusters Score -1802408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1802407.250000 Penalty: 4767.882812
	Iteration 39Q: 3 clusters Score -1802407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1802409.000000 Penalty: 4767.882812
	Iteration 40F: 3 clusters Score -1802409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1802405.000000 Penalty: 4767.882812
	Iteration 41Q: 3 clusters Score -1802405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1802412.375000 Penalty: 4767.882812
	Iteration 42Q: 3 clusters Score -1802412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1802419.625000 Penalty: 4767.882812
	Iteration 43Q: 3 clusters Score -1802420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1802420.750000 Penalty: 4767.882812
	Iteration 44Q: 3 clusters Score -1802421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1802424.875000 Penalty: 4767.882812
	Iteration 45Q: 3 clusters Score -1802425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1802428.875000 Penalty: 4767.882812
	Iteration 46Q: 3 clusters Score -1802429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1802431.375000 Penalty: 4767.882812
	Iteration 47Q: 3 clusters Score -1802431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1802438.625000 Penalty: 4767.882812
	Iteration 48Q: 3 clusters Score -1802439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1802437.750000 Penalty: 4767.882812
	Iteration 49Q: 3 clusters Score -1802438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1802435.125000 Penalty: 4767.882812
	Iteration 50Q: 3 clusters Score -1802435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1802435.000000 Penalty: 4767.882812
	Iteration 51Q: 3 clusters Score -1802435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1802433.750000 Penalty: 4767.882812
	Iteration 52Q: 3 clusters Score -1802434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1802437.750000 Penalty: 4767.882812
	Iteration 53Q: 3 clusters Score -1802438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1802436.000000 Penalty: 4767.882812
	Iteration 54Q: 3 clusters Score -1802436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1802437.000000 Penalty: 4767.882812
	Iteration 55Q: 3 clusters Score -1802437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1802437.000000 Penalty: 4767.882812
	Iteration 56F: 3 clusters Score -1802437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97720 members 
Entering Unmasked Estep 
Score: -12676580.000000 Penalty: 2849.485596
	Iteration 0F: 2 clusters Score -1.267658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -12611166.000000 Penalty: 5698.971191
	Iteration 0F: 3 clusters Score -1.261117e+07 nChanged 46366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -12637701.000000 Penalty: 5698.971191
	Iteration 1F: 3 clusters Score -1.26377e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -12638409.000000 Penalty: 5698.971191
	Iteration 2Q: 3 clusters Score -1.263841e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -12639292.000000 Penalty: 5698.971191
	Iteration 3Q: 3 clusters Score -1.263929e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -12640286.000000 Penalty: 5698.971191
	Iteration 4Q: 3 clusters Score -1.264029e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -12641405.000000 Penalty: 5698.971191
	Iteration 5Q: 3 clusters Score -1.26414e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -12642793.000000 Penalty: 5698.971191
	Iteration 6Q: 3 clusters Score -1.264279e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -12644670.000000 Penalty: 5698.971191
	Iteration 7Q: 3 clusters Score -1.264467e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54035 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -12646959.000000 Penalty: 5698.971191
	Iteration 8F: 3 clusters Score -1.264696e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -12649284.000000 Penalty: 5698.971191
	Iteration 9F: 3 clusters Score -1.264928e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -12651297.000000 Penalty: 5698.971191
	Iteration 10Q: 3 clusters Score -1.26513e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -12652852.000000 Penalty: 5698.971191
	Iteration 11Q: 3 clusters Score -1.265285e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -12653822.000000 Penalty: 5698.971191
	Iteration 12Q: 3 clusters Score -1.265382e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -12654373.000000 Penalty: 5698.971191
	Iteration 13Q: 3 clusters Score -1.265437e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59749 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -12654683.000000 Penalty: 5698.971191
	Iteration 14Q: 3 clusters Score -1.265468e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -12654851.000000 Penalty: 5698.971191
	Iteration 15Q: 3 clusters Score -1.265485e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -12654936.000000 Penalty: 5698.971191
	Iteration 16Q: 3 clusters Score -1.265494e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61394 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -12655056.000000 Penalty: 5698.971191
	Iteration 17Q: 3 clusters Score -1.265506e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61972 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -12655112.000000 Penalty: 5698.971191
	Iteration 18Q: 3 clusters Score -1.265511e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -12655176.000000 Penalty: 5698.971191
	Iteration 19Q: 3 clusters Score -1.265518e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63358 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -12655269.000000 Penalty: 5698.971191
	Iteration 20F: 3 clusters Score -1.265527e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64213 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -12655312.000000 Penalty: 5698.971191
	Iteration 21Q: 3 clusters Score -1.265531e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -12655499.000000 Penalty: 5698.971191
	Iteration 22Q: 3 clusters Score -1.26555e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -12655660.000000 Penalty: 5698.971191
	Iteration 23Q: 3 clusters Score -1.265566e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -12655886.000000 Penalty: 5698.971191
	Iteration 24Q: 3 clusters Score -1.265589e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69314 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -12656272.000000 Penalty: 5698.971191
	Iteration 25Q: 3 clusters Score -1.265627e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71360 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -12656857.000000 Penalty: 5698.971191
	Iteration 26Q: 3 clusters Score -1.265686e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -12657722.000000 Penalty: 5698.971191
	Iteration 27Q: 3 clusters Score -1.265772e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -12659149.000000 Penalty: 5698.971191
	Iteration 28Q: 3 clusters Score -1.265915e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -12660946.000000 Penalty: 5698.971191
	Iteration 29Q: 3 clusters Score -1.266095e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84185 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -12663448.000000 Penalty: 5698.971191
	Iteration 30Q: 3 clusters Score -1.266345e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88244 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -12666735.000000 Penalty: 5698.971191
	Iteration 31Q: 3 clusters Score -1.266674e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91804 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -12669780.000000 Penalty: 5698.971191
	Iteration 32Q: 3 clusters Score -1.266978e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94357 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -12671977.000000 Penalty: 5698.971191
	Iteration 33Q: 3 clusters Score -1.267198e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95751 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -12673137.000000 Penalty: 5698.971191
	Iteration 34Q: 3 clusters Score -1.267314e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96448 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -12673669.000000 Penalty: 5698.971191
	Iteration 35Q: 3 clusters Score -1.267367e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96767 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12673909.000000 Penalty: 5698.971191
	Iteration 36Q: 3 clusters Score -1.267391e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96914 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12674021.000000 Penalty: 5698.971191
	Iteration 37Q: 3 clusters Score -1.267402e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96995 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -12674108.000000 Penalty: 5698.971191
	Iteration 38Q: 3 clusters Score -1.267411e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97039 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12674129.000000 Penalty: 5698.971191
	Iteration 39Q: 3 clusters Score -1.267413e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97063 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -12674174.000000 Penalty: 5698.971191
	Iteration 40F: 3 clusters Score -1.267417e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97094 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -12674198.000000 Penalty: 5698.971191
	Iteration 41Q: 3 clusters Score -1.26742e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97114 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -12674235.000000 Penalty: 5698.971191
	Iteration 42Q: 3 clusters Score -1.267424e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97130 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -12674243.000000 Penalty: 5698.971191
	Iteration 43Q: 3 clusters Score -1.267424e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97136 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -12674244.000000 Penalty: 5698.971191
	Iteration 44Q: 3 clusters Score -1.267424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97140 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -12674253.000000 Penalty: 5698.971191
	Iteration 45Q: 3 clusters Score -1.267425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97140 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -12674253.000000 Penalty: 5698.971191
	Iteration 46Q: 3 clusters Score -1.267425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97143 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -12674252.000000 Penalty: 5698.971191
	Iteration 47Q: 3 clusters Score -1.267425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97148 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -12674259.000000 Penalty: 5698.971191
	Iteration 48Q: 3 clusters Score -1.267426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97148 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -12674264.000000 Penalty: 5698.971191
	Iteration 49Q: 3 clusters Score -1.267426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97151 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -12674264.000000 Penalty: 5698.971191
	Iteration 50Q: 3 clusters Score -1.267426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97148 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -12674271.000000 Penalty: 5698.971191
	Iteration 51Q: 3 clusters Score -1.267427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97148 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -12674270.000000 Penalty: 5698.971191
	Iteration 52Q: 3 clusters Score -1.267427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97148 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -12674270.000000 Penalty: 5698.971191
	Iteration 53F: 3 clusters Score -1.267427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -92045.257812 Penalty: 1676.007446
	Iteration 0F: 2 clusters Score -92045.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -90299.304688 Penalty: 3352.014893
	Iteration 0F: 3 clusters Score -90299.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90928.710938 Penalty: 3352.014893
	Iteration 1F: 3 clusters Score -90928.71 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -91410.562500 Penalty: 3352.014893
	Iteration 2F: 3 clusters Score -91410.56 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -92094.492188 Penalty: 3352.014893
	Iteration 3F: 3 clusters Score -92094.49 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -92593.390625 Penalty: 3352.014893
	Iteration 4F: 3 clusters Score -92593.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -92944.914062 Penalty: 3352.014893
	Iteration 5Q: 3 clusters Score -92944.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -92994.281250 Penalty: 3352.014893
	Iteration 6Q: 3 clusters Score -92994.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -93028.281250 Penalty: 3352.014893
	Iteration 7Q: 3 clusters Score -93028.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -93056.617188 Penalty: 3352.014893
	Iteration 8Q: 3 clusters Score -93056.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -93069.539062 Penalty: 3352.014893
	Iteration 9Q: 3 clusters Score -93069.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -93077.835938 Penalty: 3352.014893
	Iteration 10Q: 3 clusters Score -93077.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -93081.328125 Penalty: 3352.014893
	Iteration 11Q: 3 clusters Score -93081.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -93088.382812 Penalty: 3352.014893
	Iteration 12F: 3 clusters Score -93088.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -93100.960938 Penalty: 3352.014893
	Iteration 13Q: 3 clusters Score -93100.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -93100.960938 Penalty: 3352.014893
	Iteration 14F: 3 clusters Score -93100.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74487 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13198 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21602 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167526 members 
Mstep: Class 12 contains 19360 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56900 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 730 members 
Mstep: Class 18 contains 19864 members 
Mstep: Class 19 contains 62201 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47722 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19085 members 
Mstep: Class 29 contains 143865 members 
Mstep: Class 30 contains 24196 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179213 members 
Mstep: Class 33 contains 51921 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Mstep: Class 45 contains 131 members 
Entering Unmasked Estep 
Score: -150970832.000000 Penalty: 156338.828125
Splitting cluster 17 changes total score from -150971408.000000 to -150970832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (19864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Entering Unmasked Estep 
Score: -2544643.250000 Penalty: 2454.372803
	Iteration 0F: 2 clusters Score -2544643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2530668.500000 Penalty: 4908.745605
	Iteration 0F: 3 clusters Score -2530668 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2535760.750000 Penalty: 4908.745605
	Iteration 1F: 3 clusters Score -2535761 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2536496.000000 Penalty: 4908.745605
	Iteration 2F: 3 clusters Score -2536496 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2537353.750000 Penalty: 4908.745605
	Iteration 3F: 3 clusters Score -2537354 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2538328.750000 Penalty: 4908.745605
	Iteration 4F: 3 clusters Score -2538329 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2539244.500000 Penalty: 4908.745605
	Iteration 5F: 3 clusters Score -2539244 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2540053.250000 Penalty: 4908.745605
	Iteration 6F: 3 clusters Score -2540053 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2540713.500000 Penalty: 4908.745605
	Iteration 7F: 3 clusters Score -2540714 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2541187.500000 Penalty: 4908.745605
	Iteration 8Q: 3 clusters Score -2541188 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2541525.000000 Penalty: 4908.745605
	Iteration 9Q: 3 clusters Score -2541525 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2541740.750000 Penalty: 4908.745605
	Iteration 10Q: 3 clusters Score -2541741 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2541879.750000 Penalty: 4908.745605
	Iteration 11Q: 3 clusters Score -2541880 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2541975.750000 Penalty: 4908.745605
	Iteration 12Q: 3 clusters Score -2541976 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2542015.500000 Penalty: 4908.745605
	Iteration 13Q: 3 clusters Score -2542016 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2542041.500000 Penalty: 4908.745605
	Iteration 14Q: 3 clusters Score -2542042 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2542078.500000 Penalty: 4908.745605
	Iteration 15Q: 3 clusters Score -2542078 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2542094.000000 Penalty: 4908.745605
	Iteration 16Q: 3 clusters Score -2542094 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2542119.500000 Penalty: 4908.745605
	Iteration 17Q: 3 clusters Score -2542120 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2542124.750000 Penalty: 4908.745605
	Iteration 18Q: 3 clusters Score -2542125 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2542143.250000 Penalty: 4908.745605
	Iteration 19Q: 3 clusters Score -2542143 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2542153.750000 Penalty: 4908.745605
	Iteration 20F: 3 clusters Score -2542154 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2542183.500000 Penalty: 4908.745605
	Iteration 21Q: 3 clusters Score -2542184 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2542196.000000 Penalty: 4908.745605
	Iteration 22Q: 3 clusters Score -2542196 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2542204.250000 Penalty: 4908.745605
	Iteration 23Q: 3 clusters Score -2542204 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2542226.750000 Penalty: 4908.745605
	Iteration 24Q: 3 clusters Score -2542227 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2542240.750000 Penalty: 4908.745605
	Iteration 25Q: 3 clusters Score -2542241 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2542253.750000 Penalty: 4908.745605
	Iteration 26Q: 3 clusters Score -2542254 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2542277.250000 Penalty: 4908.745605
	Iteration 27Q: 3 clusters Score -2542277 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2542297.750000 Penalty: 4908.745605
	Iteration 28Q: 3 clusters Score -2542298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2542313.750000 Penalty: 4908.745605
	Iteration 29Q: 3 clusters Score -2542314 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2542346.750000 Penalty: 4908.745605
	Iteration 30Q: 3 clusters Score -2542347 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2542359.250000 Penalty: 4908.745605
	Iteration 31Q: 3 clusters Score -2542359 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2542382.000000 Penalty: 4908.745605
	Iteration 32Q: 3 clusters Score -2542382 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2542411.250000 Penalty: 4908.745605
	Iteration 33Q: 3 clusters Score -2542411 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2542418.250000 Penalty: 4908.745605
	Iteration 34Q: 3 clusters Score -2542418 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2542443.500000 Penalty: 4908.745605
	Iteration 35Q: 3 clusters Score -2542444 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2542456.750000 Penalty: 4908.745605
	Iteration 36Q: 3 clusters Score -2542457 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2542485.500000 Penalty: 4908.745605
	Iteration 37Q: 3 clusters Score -2542486 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2542486.750000 Penalty: 4908.745605
	Iteration 38Q: 3 clusters Score -2542487 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2542500.750000 Penalty: 4908.745605
	Iteration 39Q: 3 clusters Score -2542501 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2542515.500000 Penalty: 4908.745605
	Iteration 40F: 3 clusters Score -2542516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2542528.250000 Penalty: 4908.745605
	Iteration 41Q: 3 clusters Score -2542528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2542540.500000 Penalty: 4908.745605
	Iteration 42Q: 3 clusters Score -2542540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2542546.500000 Penalty: 4908.745605
	Iteration 43Q: 3 clusters Score -2542546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2542562.500000 Penalty: 4908.745605
	Iteration 44Q: 3 clusters Score -2542562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2542569.500000 Penalty: 4908.745605
	Iteration 45Q: 3 clusters Score -2542570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2542588.500000 Penalty: 4908.745605
	Iteration 46Q: 3 clusters Score -2542588 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2542610.500000 Penalty: 4908.745605
	Iteration 47Q: 3 clusters Score -2542610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2542620.000000 Penalty: 4908.745605
	Iteration 48Q: 3 clusters Score -2542620 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2542631.750000 Penalty: 4908.745605
	Iteration 49Q: 3 clusters Score -2542632 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2542659.500000 Penalty: 4908.745605
	Iteration 50Q: 3 clusters Score -2542660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2542680.000000 Penalty: 4908.745605
	Iteration 51Q: 3 clusters Score -2542680 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2542692.500000 Penalty: 4908.745605
	Iteration 52Q: 3 clusters Score -2542692 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2542722.500000 Penalty: 4908.745605
	Iteration 53Q: 3 clusters Score -2542722 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2542743.250000 Penalty: 4908.745605
	Iteration 54Q: 3 clusters Score -2542743 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2542771.500000 Penalty: 4908.745605
	Iteration 55Q: 3 clusters Score -2542772 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2542790.500000 Penalty: 4908.745605
	Iteration 56Q: 3 clusters Score -2542790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2542824.000000 Penalty: 4908.745605
	Iteration 57Q: 3 clusters Score -2542824 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2542846.500000 Penalty: 4908.745605
	Iteration 58Q: 3 clusters Score -2542846 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2542879.750000 Penalty: 4908.745605
	Iteration 59Q: 3 clusters Score -2542880 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2542903.000000 Penalty: 4908.745605
	Iteration 60F: 3 clusters Score -2542903 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2542927.500000 Penalty: 4908.745605
	Iteration 61Q: 3 clusters Score -2542928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2542957.000000 Penalty: 4908.745605
	Iteration 62Q: 3 clusters Score -2542957 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2542990.000000 Penalty: 4908.745605
	Iteration 63Q: 3 clusters Score -2542990 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2543025.500000 Penalty: 4908.745605
	Iteration 64Q: 3 clusters Score -2543026 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2543052.750000 Penalty: 4908.745605
	Iteration 65Q: 3 clusters Score -2543053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2543081.250000 Penalty: 4908.745605
	Iteration 66Q: 3 clusters Score -2543081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2543104.500000 Penalty: 4908.745605
	Iteration 67Q: 3 clusters Score -2543104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2543123.000000 Penalty: 4908.745605
	Iteration 68Q: 3 clusters Score -2543123 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2543145.500000 Penalty: 4908.745605
	Iteration 69Q: 3 clusters Score -2543146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2543158.000000 Penalty: 4908.745605
	Iteration 70Q: 3 clusters Score -2543158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2543171.750000 Penalty: 4908.745605
	Iteration 71Q: 3 clusters Score -2543172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2543173.500000 Penalty: 4908.745605
	Iteration 72Q: 3 clusters Score -2543174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2543175.250000 Penalty: 4908.745605
	Iteration 73Q: 3 clusters Score -2543175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2543180.500000 Penalty: 4908.745605
	Iteration 74Q: 3 clusters Score -2543180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2543185.750000 Penalty: 4908.745605
	Iteration 75Q: 3 clusters Score -2543186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2543188.000000 Penalty: 4908.745605
	Iteration 76Q: 3 clusters Score -2543188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2543184.250000 Penalty: 4908.745605
	Iteration 77Q: 3 clusters Score -2543184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2543187.250000 Penalty: 4908.745605
	Iteration 78Q: 3 clusters Score -2543187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2543187.750000 Penalty: 4908.745605
	Iteration 79Q: 3 clusters Score -2543188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2543191.000000 Penalty: 4908.745605
	Iteration 80F: 3 clusters Score -2543191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2543192.250000 Penalty: 4908.745605
	Iteration 81Q: 3 clusters Score -2543192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2543193.000000 Penalty: 4908.745605
	Iteration 82Q: 3 clusters Score -2543193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2543193.000000 Penalty: 4908.745605
	Iteration 83F: 3 clusters Score -2543193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Entering Unmasked Estep 
Score: -8067831.500000 Penalty: 2737.455322
	Iteration 0F: 2 clusters Score -8067832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -8025843.000000 Penalty: 5474.910645
	Iteration 0F: 3 clusters Score -8025843 nChanged 29069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -8042340.000000 Penalty: 5474.910645
	Iteration 1F: 3 clusters Score -8042340 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -8043192.000000 Penalty: 5474.910645
	Iteration 2Q: 3 clusters Score -8043192 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -8044293.500000 Penalty: 5474.910645
	Iteration 3Q: 3 clusters Score -8044294 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -8045935.500000 Penalty: 5474.910645
	Iteration 4F: 3 clusters Score -8045936 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -8048400.500000 Penalty: 5474.910645
	Iteration 5F: 3 clusters Score -8048400 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -8051418.500000 Penalty: 5474.910645
	Iteration 6F: 3 clusters Score -8051418 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -8054458.000000 Penalty: 5474.910645
	Iteration 7F: 3 clusters Score -8054458 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -8057230.000000 Penalty: 5474.910645
	Iteration 8F: 3 clusters Score -8057230 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -8059528.500000 Penalty: 5474.910645
	Iteration 9Q: 3 clusters Score -8059528 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52084 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -8061447.500000 Penalty: 5474.910645
	Iteration 10Q: 3 clusters Score -8061448 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -8062740.000000 Penalty: 5474.910645
	Iteration 11Q: 3 clusters Score -8062740 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -8063518.000000 Penalty: 5474.910645
	Iteration 12Q: 3 clusters Score -8063518 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -8063919.500000 Penalty: 5474.910645
	Iteration 13Q: 3 clusters Score -8063920 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -8064184.000000 Penalty: 5474.910645
	Iteration 14Q: 3 clusters Score -8064184 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -8064353.500000 Penalty: 5474.910645
	Iteration 15Q: 3 clusters Score -8064354 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56120 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -8064501.000000 Penalty: 5474.910645
	Iteration 16Q: 3 clusters Score -8064501 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -8064636.500000 Penalty: 5474.910645
	Iteration 17Q: 3 clusters Score -8064636 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -8064760.500000 Penalty: 5474.910645
	Iteration 18Q: 3 clusters Score -8064760 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -8064856.000000 Penalty: 5474.910645
	Iteration 19Q: 3 clusters Score -8064856 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57361 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -8064925.500000 Penalty: 5474.910645
	Iteration 20F: 3 clusters Score -8064926 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -8064978.500000 Penalty: 5474.910645
	Iteration 21Q: 3 clusters Score -8064978 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -8065095.500000 Penalty: 5474.910645
	Iteration 22Q: 3 clusters Score -8065096 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58066 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -8065165.000000 Penalty: 5474.910645
	Iteration 23Q: 3 clusters Score -8065165 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -8065209.000000 Penalty: 5474.910645
	Iteration 24Q: 3 clusters Score -8065209 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -8065251.500000 Penalty: 5474.910645
	Iteration 25Q: 3 clusters Score -8065252 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -8065279.000000 Penalty: 5474.910645
	Iteration 26Q: 3 clusters Score -8065279 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58728 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -8065304.500000 Penalty: 5474.910645
	Iteration 27Q: 3 clusters Score -8065304 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -8065341.500000 Penalty: 5474.910645
	Iteration 28Q: 3 clusters Score -8065342 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58966 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -8065386.500000 Penalty: 5474.910645
	Iteration 29Q: 3 clusters Score -8065386 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59064 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -8065399.500000 Penalty: 5474.910645
	Iteration 30Q: 3 clusters Score -8065400 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -8065434.000000 Penalty: 5474.910645
	Iteration 31Q: 3 clusters Score -8065434 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -8065470.000000 Penalty: 5474.910645
	Iteration 32Q: 3 clusters Score -8065470 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -8065488.500000 Penalty: 5474.910645
	Iteration 33Q: 3 clusters Score -8065488 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -8065524.000000 Penalty: 5474.910645
	Iteration 34Q: 3 clusters Score -8065524 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59472 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -8065543.000000 Penalty: 5474.910645
	Iteration 35Q: 3 clusters Score -8065543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59522 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -8065549.000000 Penalty: 5474.910645
	Iteration 36Q: 3 clusters Score -8065549 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8065561.500000 Penalty: 5474.910645
	Iteration 37Q: 3 clusters Score -8065562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -8065575.000000 Penalty: 5474.910645
	Iteration 38Q: 3 clusters Score -8065575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59630 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -8065578.000000 Penalty: 5474.910645
	Iteration 39Q: 3 clusters Score -8065578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -8065577.500000 Penalty: 5474.910645
	Iteration 40F: 3 clusters Score -8065578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -8065591.000000 Penalty: 5474.910645
	Iteration 41Q: 3 clusters Score -8065591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -8065589.000000 Penalty: 5474.910645
	Iteration 42Q: 3 clusters Score -8065589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -8065605.500000 Penalty: 5474.910645
	Iteration 43Q: 3 clusters Score -8065606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59749 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -8065610.000000 Penalty: 5474.910645
	Iteration 44Q: 3 clusters Score -8065610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -8065608.500000 Penalty: 5474.910645
	Iteration 45Q: 3 clusters Score -8065608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -8065616.000000 Penalty: 5474.910645
	Iteration 46Q: 3 clusters Score -8065616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -8065631.500000 Penalty: 5474.910645
	Iteration 47Q: 3 clusters Score -8065632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59792 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8065630.000000 Penalty: 5474.910645
	Iteration 48Q: 3 clusters Score -8065630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -8065623.000000 Penalty: 5474.910645
	Iteration 49Q: 3 clusters Score -8065623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -8065622.500000 Penalty: 5474.910645
	Iteration 50Q: 3 clusters Score -8065622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59817 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -8065613.500000 Penalty: 5474.910645
	Iteration 51Q: 3 clusters Score -8065614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -8065608.000000 Penalty: 5474.910645
	Iteration 52Q: 3 clusters Score -8065608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -8065610.000000 Penalty: 5474.910645
	Iteration 53Q: 3 clusters Score -8065610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59829 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -8065603.500000 Penalty: 5474.910645
	Iteration 54Q: 3 clusters Score -8065604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8065604.500000 Penalty: 5474.910645
	Iteration 55Q: 3 clusters Score -8065604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8065608.000000 Penalty: 5474.910645
	Iteration 56Q: 3 clusters Score -8065608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8065601.000000 Penalty: 5474.910645
	Iteration 57Q: 3 clusters Score -8065601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8065601.000000 Penalty: 5474.910645
	Iteration 58F: 3 clusters Score -8065601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Entering Unmasked Estep 
Score: -1881362.625000 Penalty: 2373.940674
	Iteration 0F: 2 clusters Score -1881363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1870953.375000 Penalty: 4747.881348
	Iteration 0F: 3 clusters Score -1870953 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1874164.500000 Penalty: 4747.881348
	Iteration 1F: 3 clusters Score -1874164 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1874580.000000 Penalty: 4747.881348
	Iteration 2F: 3 clusters Score -1874580 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1874941.250000 Penalty: 4747.881348
	Iteration 3F: 3 clusters Score -1874941 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1875333.000000 Penalty: 4747.881348
	Iteration 4F: 3 clusters Score -1875333 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1875849.000000 Penalty: 4747.881348
	Iteration 5F: 3 clusters Score -1875849 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1876386.000000 Penalty: 4747.881348
	Iteration 6F: 3 clusters Score -1876386 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1876991.500000 Penalty: 4747.881348
	Iteration 7F: 3 clusters Score -1876992 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1877600.875000 Penalty: 4747.881348
	Iteration 8F: 3 clusters Score -1877601 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1878087.125000 Penalty: 4747.881348
	Iteration 9Q: 3 clusters Score -1878087 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1878431.750000 Penalty: 4747.881348
	Iteration 10Q: 3 clusters Score -1878432 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1878662.250000 Penalty: 4747.881348
	Iteration 11Q: 3 clusters Score -1878662 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1878814.875000 Penalty: 4747.881348
	Iteration 12Q: 3 clusters Score -1878815 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1878935.625000 Penalty: 4747.881348
	Iteration 13Q: 3 clusters Score -1878936 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1879046.625000 Penalty: 4747.881348
	Iteration 14Q: 3 clusters Score -1879047 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1879120.125000 Penalty: 4747.881348
	Iteration 15Q: 3 clusters Score -1879120 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1879193.250000 Penalty: 4747.881348
	Iteration 16Q: 3 clusters Score -1879193 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1879260.750000 Penalty: 4747.881348
	Iteration 17Q: 3 clusters Score -1879261 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1879313.750000 Penalty: 4747.881348
	Iteration 18Q: 3 clusters Score -1879314 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1879347.750000 Penalty: 4747.881348
	Iteration 19Q: 3 clusters Score -1879348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1879365.000000 Penalty: 4747.881348
	Iteration 20F: 3 clusters Score -1879365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1879385.750000 Penalty: 4747.881348
	Iteration 21Q: 3 clusters Score -1879386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1879399.875000 Penalty: 4747.881348
	Iteration 22Q: 3 clusters Score -1879400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1879412.750000 Penalty: 4747.881348
	Iteration 23Q: 3 clusters Score -1879413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1879417.125000 Penalty: 4747.881348
	Iteration 24Q: 3 clusters Score -1879417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1879420.750000 Penalty: 4747.881348
	Iteration 25Q: 3 clusters Score -1879421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1879422.375000 Penalty: 4747.881348
	Iteration 26Q: 3 clusters Score -1879422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1879424.375000 Penalty: 4747.881348
	Iteration 27Q: 3 clusters Score -1879424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1879425.250000 Penalty: 4747.881348
	Iteration 28Q: 3 clusters Score -1879425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1879425.250000 Penalty: 4747.881348
	Iteration 29F: 3 clusters Score -1879425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Entering Unmasked Estep 
Score: -6134522.500000 Penalty: 2671.740723
	Iteration 0F: 2 clusters Score -6134522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -6102296.000000 Penalty: 5343.481445
	Iteration 0F: 3 clusters Score -6102296 nChanged 22029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -6114571.500000 Penalty: 5343.481445
	Iteration 1F: 3 clusters Score -6114572 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -6115110.500000 Penalty: 5343.481445
	Iteration 2Q: 3 clusters Score -6115110 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -6115545.500000 Penalty: 5343.481445
	Iteration 3Q: 3 clusters Score -6115546 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -6115989.000000 Penalty: 5343.481445
	Iteration 4Q: 3 clusters Score -6115989 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -6116467.000000 Penalty: 5343.481445
	Iteration 5Q: 3 clusters Score -6116467 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -6117054.500000 Penalty: 5343.481445
	Iteration 6Q: 3 clusters Score -6117054 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -6117809.500000 Penalty: 5343.481445
	Iteration 7Q: 3 clusters Score -6117810 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -6118484.500000 Penalty: 5343.481445
	Iteration 8Q: 3 clusters Score -6118484 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -6119214.000000 Penalty: 5343.481445
	Iteration 9Q: 3 clusters Score -6119214 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -6119838.000000 Penalty: 5343.481445
	Iteration 10Q: 3 clusters Score -6119838 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -6120348.500000 Penalty: 5343.481445
	Iteration 11Q: 3 clusters Score -6120348 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -6120810.000000 Penalty: 5343.481445
	Iteration 12Q: 3 clusters Score -6120810 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -6121125.500000 Penalty: 5343.481445
	Iteration 13Q: 3 clusters Score -6121126 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -6121444.500000 Penalty: 5343.481445
	Iteration 14Q: 3 clusters Score -6121444 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -6121684.000000 Penalty: 5343.481445
	Iteration 15Q: 3 clusters Score -6121684 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -6121955.000000 Penalty: 5343.481445
	Iteration 16Q: 3 clusters Score -6121955 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -6122176.000000 Penalty: 5343.481445
	Iteration 17Q: 3 clusters Score -6122176 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -6122523.000000 Penalty: 5343.481445
	Iteration 18Q: 3 clusters Score -6122523 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -6122965.000000 Penalty: 5343.481445
	Iteration 19Q: 3 clusters Score -6122965 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -6123513.000000 Penalty: 5343.481445
	Iteration 20F: 3 clusters Score -6123513 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -6124201.500000 Penalty: 5343.481445
	Iteration 21Q: 3 clusters Score -6124202 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -6125063.000000 Penalty: 5343.481445
	Iteration 22Q: 3 clusters Score -6125063 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -6126191.500000 Penalty: 5343.481445
	Iteration 23Q: 3 clusters Score -6126192 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -6127500.000000 Penalty: 5343.481445
	Iteration 24Q: 3 clusters Score -6127500 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -6128768.000000 Penalty: 5343.481445
	Iteration 25Q: 3 clusters Score -6128768 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -6129924.000000 Penalty: 5343.481445
	Iteration 26Q: 3 clusters Score -6129924 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -6130781.500000 Penalty: 5343.481445
	Iteration 27Q: 3 clusters Score -6130782 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -6131301.000000 Penalty: 5343.481445
	Iteration 28Q: 3 clusters Score -6131301 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -6131626.500000 Penalty: 5343.481445
	Iteration 29Q: 3 clusters Score -6131626 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -6131810.500000 Penalty: 5343.481445
	Iteration 30Q: 3 clusters Score -6131810 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -6131935.000000 Penalty: 5343.481445
	Iteration 31Q: 3 clusters Score -6131935 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -6132009.000000 Penalty: 5343.481445
	Iteration 32Q: 3 clusters Score -6132009 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -6132058.000000 Penalty: 5343.481445
	Iteration 33Q: 3 clusters Score -6132058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -6132085.000000 Penalty: 5343.481445
	Iteration 34Q: 3 clusters Score -6132085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -6132108.500000 Penalty: 5343.481445
	Iteration 35Q: 3 clusters Score -6132108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -6132131.000000 Penalty: 5343.481445
	Iteration 36Q: 3 clusters Score -6132131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -6132123.500000 Penalty: 5343.481445
	Iteration 37Q: 3 clusters Score -6132124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -6132138.500000 Penalty: 5343.481445
	Iteration 38Q: 3 clusters Score -6132138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -6132148.000000 Penalty: 5343.481445
	Iteration 39Q: 3 clusters Score -6132148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -6132159.000000 Penalty: 5343.481445
	Iteration 40F: 3 clusters Score -6132159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -6132163.000000 Penalty: 5343.481445
	Iteration 41Q: 3 clusters Score -6132163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -6132168.000000 Penalty: 5343.481445
	Iteration 42Q: 3 clusters Score -6132168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -6132167.500000 Penalty: 5343.481445
	Iteration 43Q: 3 clusters Score -6132168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -6132167.500000 Penalty: 5343.481445
	Iteration 44F: 3 clusters Score -6132168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Entering Unmasked Estep 
Score: -3415744.750000 Penalty: 2529.718262
	Iteration 0F: 2 clusters Score -3415745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -3397154.000000 Penalty: 5059.436523
	Iteration 0F: 3 clusters Score -3397154 nChanged 12191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3403650.750000 Penalty: 5059.436523
	Iteration 1F: 3 clusters Score -3403651 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3404061.250000 Penalty: 5059.436523
	Iteration 2Q: 3 clusters Score -3404061 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3404398.000000 Penalty: 5059.436523
	Iteration 3Q: 3 clusters Score -3404398 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -3404724.750000 Penalty: 5059.436523
	Iteration 4Q: 3 clusters Score -3404725 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -3405008.750000 Penalty: 5059.436523
	Iteration 5Q: 3 clusters Score -3405009 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3405325.250000 Penalty: 5059.436523
	Iteration 6Q: 3 clusters Score -3405325 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -3405689.000000 Penalty: 5059.436523
	Iteration 7Q: 3 clusters Score -3405689 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3406090.250000 Penalty: 5059.436523
	Iteration 8Q: 3 clusters Score -3406090 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -3406589.750000 Penalty: 5059.436523
	Iteration 9Q: 3 clusters Score -3406590 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -3407173.250000 Penalty: 5059.436523
	Iteration 10Q: 3 clusters Score -3407173 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -3407880.000000 Penalty: 5059.436523
	Iteration 11Q: 3 clusters Score -3407880 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -3408751.250000 Penalty: 5059.436523
	Iteration 12F: 3 clusters Score -3408751 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3409743.750000 Penalty: 5059.436523
	Iteration 13F: 3 clusters Score -3409744 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3410738.000000 Penalty: 5059.436523
	Iteration 14Q: 3 clusters Score -3410738 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3411680.000000 Penalty: 5059.436523
	Iteration 15Q: 3 clusters Score -3411680 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3412405.000000 Penalty: 5059.436523
	Iteration 16Q: 3 clusters Score -3412405 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3412851.500000 Penalty: 5059.436523
	Iteration 17Q: 3 clusters Score -3412852 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3413119.500000 Penalty: 5059.436523
	Iteration 18Q: 3 clusters Score -3413120 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3413266.250000 Penalty: 5059.436523
	Iteration 19Q: 3 clusters Score -3413266 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3413344.500000 Penalty: 5059.436523
	Iteration 20F: 3 clusters Score -3413344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3413386.000000 Penalty: 5059.436523
	Iteration 21Q: 3 clusters Score -3413386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3413422.250000 Penalty: 5059.436523
	Iteration 22Q: 3 clusters Score -3413422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3413445.500000 Penalty: 5059.436523
	Iteration 23Q: 3 clusters Score -3413446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3413465.000000 Penalty: 5059.436523
	Iteration 24Q: 3 clusters Score -3413465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3413483.750000 Penalty: 5059.436523
	Iteration 25Q: 3 clusters Score -3413484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3413492.250000 Penalty: 5059.436523
	Iteration 26Q: 3 clusters Score -3413492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3413499.750000 Penalty: 5059.436523
	Iteration 27Q: 3 clusters Score -3413500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3413506.500000 Penalty: 5059.436523
	Iteration 28Q: 3 clusters Score -3413506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3413516.250000 Penalty: 5059.436523
	Iteration 29Q: 3 clusters Score -3413516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3413520.750000 Penalty: 5059.436523
	Iteration 30Q: 3 clusters Score -3413521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3413523.000000 Penalty: 5059.436523
	Iteration 31Q: 3 clusters Score -3413523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3413524.000000 Penalty: 5059.436523
	Iteration 32Q: 3 clusters Score -3413524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3413530.250000 Penalty: 5059.436523
	Iteration 33Q: 3 clusters Score -3413530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3413532.750000 Penalty: 5059.436523
	Iteration 34Q: 3 clusters Score -3413533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3413532.750000 Penalty: 5059.436523
	Iteration 35F: 3 clusters Score -3413533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Entering Unmasked Estep 
Score: -1650031.625000 Penalty: 2350.049561
	Iteration 0F: 2 clusters Score -1650032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1640422.875000 Penalty: 4700.099121
	Iteration 0F: 3 clusters Score -1640423 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1643453.625000 Penalty: 4700.099121
	Iteration 1F: 3 clusters Score -1643454 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1644134.000000 Penalty: 4700.099121
	Iteration 2F: 3 clusters Score -1644134 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1644920.750000 Penalty: 4700.099121
	Iteration 3F: 3 clusters Score -1644921 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1645688.125000 Penalty: 4700.099121
	Iteration 4F: 3 clusters Score -1645688 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1646349.250000 Penalty: 4700.099121
	Iteration 5F: 3 clusters Score -1646349 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1646775.000000 Penalty: 4700.099121
	Iteration 6F: 3 clusters Score -1646775 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1647042.875000 Penalty: 4700.099121
	Iteration 7Q: 3 clusters Score -1647043 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1647214.375000 Penalty: 4700.099121
	Iteration 8Q: 3 clusters Score -1647214 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1647334.250000 Penalty: 4700.099121
	Iteration 9Q: 3 clusters Score -1647334 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1647392.625000 Penalty: 4700.099121
	Iteration 10Q: 3 clusters Score -1647393 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1647426.000000 Penalty: 4700.099121
	Iteration 11Q: 3 clusters Score -1647426 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1647439.375000 Penalty: 4700.099121
	Iteration 12Q: 3 clusters Score -1647439 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1647454.875000 Penalty: 4700.099121
	Iteration 13Q: 3 clusters Score -1647455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1647461.375000 Penalty: 4700.099121
	Iteration 14Q: 3 clusters Score -1647461 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1647469.375000 Penalty: 4700.099121
	Iteration 15Q: 3 clusters Score -1647469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1647474.500000 Penalty: 4700.099121
	Iteration 16Q: 3 clusters Score -1647474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1647478.625000 Penalty: 4700.099121
	Iteration 17Q: 3 clusters Score -1647479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1647477.125000 Penalty: 4700.099121
	Iteration 18Q: 3 clusters Score -1647477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1647482.875000 Penalty: 4700.099121
	Iteration 19Q: 3 clusters Score -1647483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1647486.250000 Penalty: 4700.099121
	Iteration 20F: 3 clusters Score -1647486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1647488.875000 Penalty: 4700.099121
	Iteration 21Q: 3 clusters Score -1647489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1647493.250000 Penalty: 4700.099121
	Iteration 22Q: 3 clusters Score -1647493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1647491.500000 Penalty: 4700.099121
	Iteration 23Q: 3 clusters Score -1647492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1647493.625000 Penalty: 4700.099121
	Iteration 24Q: 3 clusters Score -1647494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1647496.750000 Penalty: 4700.099121
	Iteration 25Q: 3 clusters Score -1647497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1647505.625000 Penalty: 4700.099121
	Iteration 26Q: 3 clusters Score -1647506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1647505.500000 Penalty: 4700.099121
	Iteration 27Q: 3 clusters Score -1647506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1647507.375000 Penalty: 4700.099121
	Iteration 28Q: 3 clusters Score -1647507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1647513.000000 Penalty: 4700.099121
	Iteration 29Q: 3 clusters Score -1647513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1647513.250000 Penalty: 4700.099121
	Iteration 30Q: 3 clusters Score -1647513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1647514.500000 Penalty: 4700.099121
	Iteration 31Q: 3 clusters Score -1647514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1647523.375000 Penalty: 4700.099121
	Iteration 32Q: 3 clusters Score -1647523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1647523.000000 Penalty: 4700.099121
	Iteration 33Q: 3 clusters Score -1647523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1647529.000000 Penalty: 4700.099121
	Iteration 34Q: 3 clusters Score -1647529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1647528.625000 Penalty: 4700.099121
	Iteration 35Q: 3 clusters Score -1647529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1647533.250000 Penalty: 4700.099121
	Iteration 36Q: 3 clusters Score -1647533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1647536.625000 Penalty: 4700.099121
	Iteration 37Q: 3 clusters Score -1647537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1647539.000000 Penalty: 4700.099121
	Iteration 38Q: 3 clusters Score -1647539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1647541.250000 Penalty: 4700.099121
	Iteration 39Q: 3 clusters Score -1647541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1647545.500000 Penalty: 4700.099121
	Iteration 40F: 3 clusters Score -1647546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1647552.250000 Penalty: 4700.099121
	Iteration 41Q: 3 clusters Score -1647552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1647549.250000 Penalty: 4700.099121
	Iteration 42Q: 3 clusters Score -1647549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1647547.500000 Penalty: 4700.099121
	Iteration 43Q: 3 clusters Score -1647548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1647546.500000 Penalty: 4700.099121
	Iteration 44Q: 3 clusters Score -1647546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1647547.750000 Penalty: 4700.099121
	Iteration 45Q: 3 clusters Score -1647548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1647549.000000 Penalty: 4700.099121
	Iteration 46Q: 3 clusters Score -1647549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1647549.375000 Penalty: 4700.099121
	Iteration 47Q: 3 clusters Score -1647549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1647550.000000 Penalty: 4700.099121
	Iteration 48Q: 3 clusters Score -1647550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1647550.750000 Penalty: 4700.099121
	Iteration 49Q: 3 clusters Score -1647551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1647550.250000 Penalty: 4700.099121
	Iteration 50Q: 3 clusters Score -1647550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1647548.500000 Penalty: 4700.099121
	Iteration 51Q: 3 clusters Score -1647548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1647555.000000 Penalty: 4700.099121
	Iteration 52Q: 3 clusters Score -1647555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1647554.625000 Penalty: 4700.099121
	Iteration 53Q: 3 clusters Score -1647555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1647552.125000 Penalty: 4700.099121
	Iteration 54Q: 3 clusters Score -1647552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1647556.750000 Penalty: 4700.099121
	Iteration 55Q: 3 clusters Score -1647557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1647553.500000 Penalty: 4700.099121
	Iteration 56Q: 3 clusters Score -1647554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1647561.125000 Penalty: 4700.099121
	Iteration 57Q: 3 clusters Score -1647561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1647561.875000 Penalty: 4700.099121
	Iteration 58Q: 3 clusters Score -1647562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1647564.625000 Penalty: 4700.099121
	Iteration 59Q: 3 clusters Score -1647565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1647569.750000 Penalty: 4700.099121
	Iteration 60F: 3 clusters Score -1647570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1647571.750000 Penalty: 4700.099121
	Iteration 61Q: 3 clusters Score -1647572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1647572.500000 Penalty: 4700.099121
	Iteration 62Q: 3 clusters Score -1647572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1647574.750000 Penalty: 4700.099121
	Iteration 63Q: 3 clusters Score -1647575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1647579.375000 Penalty: 4700.099121
	Iteration 64Q: 3 clusters Score -1647579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1647586.750000 Penalty: 4700.099121
	Iteration 65Q: 3 clusters Score -1647587 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1647592.375000 Penalty: 4700.099121
	Iteration 66Q: 3 clusters Score -1647592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1647596.750000 Penalty: 4700.099121
	Iteration 67Q: 3 clusters Score -1647597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1647599.625000 Penalty: 4700.099121
	Iteration 68Q: 3 clusters Score -1647600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1647607.500000 Penalty: 4700.099121
	Iteration 69Q: 3 clusters Score -1647608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1647614.000000 Penalty: 4700.099121
	Iteration 70Q: 3 clusters Score -1647614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1647616.625000 Penalty: 4700.099121
	Iteration 71Q: 3 clusters Score -1647617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1647622.000000 Penalty: 4700.099121
	Iteration 72Q: 3 clusters Score -1647622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1647628.625000 Penalty: 4700.099121
	Iteration 73Q: 3 clusters Score -1647629 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1647633.875000 Penalty: 4700.099121
	Iteration 74Q: 3 clusters Score -1647634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1647643.875000 Penalty: 4700.099121
	Iteration 75Q: 3 clusters Score -1647644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1647654.250000 Penalty: 4700.099121
	Iteration 76Q: 3 clusters Score -1647654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1647668.375000 Penalty: 4700.099121
	Iteration 77Q: 3 clusters Score -1647668 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1647696.375000 Penalty: 4700.099121
	Iteration 78Q: 3 clusters Score -1647696 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1647718.000000 Penalty: 4700.099121
	Iteration 79Q: 3 clusters Score -1647718 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1647763.375000 Penalty: 4700.099121
	Iteration 80F: 3 clusters Score -1647763 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1647824.125000 Penalty: 4700.099121
	Iteration 81Q: 3 clusters Score -1647824 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1647902.000000 Penalty: 4700.099121
	Iteration 82Q: 3 clusters Score -1647902 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1647985.375000 Penalty: 4700.099121
	Iteration 83Q: 3 clusters Score -1647985 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1648057.125000 Penalty: 4700.099121
	Iteration 84Q: 3 clusters Score -1648057 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1648128.250000 Penalty: 4700.099121
	Iteration 85Q: 3 clusters Score -1648128 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1648174.875000 Penalty: 4700.099121
	Iteration 86Q: 3 clusters Score -1648175 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1648221.750000 Penalty: 4700.099121
	Iteration 87Q: 3 clusters Score -1648222 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1648243.375000 Penalty: 4700.099121
	Iteration 88Q: 3 clusters Score -1648243 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1648266.375000 Penalty: 4700.099121
	Iteration 89Q: 3 clusters Score -1648266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1648277.125000 Penalty: 4700.099121
	Iteration 90Q: 3 clusters Score -1648277 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1648289.375000 Penalty: 4700.099121
	Iteration 91Q: 3 clusters Score -1648289 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1648299.375000 Penalty: 4700.099121
	Iteration 92Q: 3 clusters Score -1648299 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1648306.875000 Penalty: 4700.099121
	Iteration 93Q: 3 clusters Score -1648307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1648310.500000 Penalty: 4700.099121
	Iteration 94Q: 3 clusters Score -1648310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1648315.875000 Penalty: 4700.099121
	Iteration 95Q: 3 clusters Score -1648316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1648319.250000 Penalty: 4700.099121
	Iteration 96Q: 3 clusters Score -1648319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1648320.250000 Penalty: 4700.099121
	Iteration 97Q: 3 clusters Score -1648320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1648324.000000 Penalty: 4700.099121
	Iteration 98Q: 3 clusters Score -1648324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1648325.125000 Penalty: 4700.099121
	Iteration 99Q: 3 clusters Score -1648325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1648322.750000 Penalty: 4700.099121
	Iteration 100F: 3 clusters Score -1648323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1648322.750000 Penalty: 4700.099121
	Iteration 101Q: 3 clusters Score -1648323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1648321.750000 Penalty: 4700.099121
	Iteration 102Q: 3 clusters Score -1648322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1648322.125000 Penalty: 4700.099121
	Iteration 103Q: 3 clusters Score -1648322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1648326.875000 Penalty: 4700.099121
	Iteration 104Q: 3 clusters Score -1648327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1648328.875000 Penalty: 4700.099121
	Iteration 105Q: 3 clusters Score -1648329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1648327.750000 Penalty: 4700.099121
	Iteration 106Q: 3 clusters Score -1648328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1648333.000000 Penalty: 4700.099121
	Iteration 107Q: 3 clusters Score -1648333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1648338.125000 Penalty: 4700.099121
	Iteration 108Q: 3 clusters Score -1648338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1648340.625000 Penalty: 4700.099121
	Iteration 109Q: 3 clusters Score -1648341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1648338.875000 Penalty: 4700.099121
	Iteration 110Q: 3 clusters Score -1648339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1648343.250000 Penalty: 4700.099121
	Iteration 111Q: 3 clusters Score -1648343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1648347.000000 Penalty: 4700.099121
	Iteration 112Q: 3 clusters Score -1648347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1648349.375000 Penalty: 4700.099121
	Iteration 113Q: 3 clusters Score -1648349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1648354.125000 Penalty: 4700.099121
	Iteration 114Q: 3 clusters Score -1648354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1648353.125000 Penalty: 4700.099121
	Iteration 115Q: 3 clusters Score -1648353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1648355.250000 Penalty: 4700.099121
	Iteration 116Q: 3 clusters Score -1648355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1648354.500000 Penalty: 4700.099121
	Iteration 117Q: 3 clusters Score -1648354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1648357.250000 Penalty: 4700.099121
	Iteration 118Q: 3 clusters Score -1648357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1648358.875000 Penalty: 4700.099121
	Iteration 119Q: 3 clusters Score -1648359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1648359.875000 Penalty: 4700.099121
	Iteration 120F: 3 clusters Score -1648360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1648361.125000 Penalty: 4700.099121
	Iteration 121Q: 3 clusters Score -1648361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1648360.500000 Penalty: 4700.099121
	Iteration 122Q: 3 clusters Score -1648360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1648363.750000 Penalty: 4700.099121
	Iteration 123Q: 3 clusters Score -1648364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1648363.125000 Penalty: 4700.099121
	Iteration 124Q: 3 clusters Score -1648363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1648364.375000 Penalty: 4700.099121
	Iteration 125Q: 3 clusters Score -1648364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1648363.500000 Penalty: 4700.099121
	Iteration 126Q: 3 clusters Score -1648364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1648362.625000 Penalty: 4700.099121
	Iteration 127Q: 3 clusters Score -1648363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1648363.875000 Penalty: 4700.099121
	Iteration 128Q: 3 clusters Score -1648364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1648363.875000 Penalty: 4700.099121
	Iteration 129F: 3 clusters Score -1648364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Entering Unmasked Estep 
Score: -1311328.125000 Penalty: 2301.984619
	Iteration 0F: 2 clusters Score -1311328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1303189.500000 Penalty: 4603.969238
	Iteration 0F: 3 clusters Score -1303190 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1305760.375000 Penalty: 4603.969238
	Iteration 1F: 3 clusters Score -1305760 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1306139.875000 Penalty: 4603.969238
	Iteration 2F: 3 clusters Score -1306140 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1306465.250000 Penalty: 4603.969238
	Iteration 3F: 3 clusters Score -1306465 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1306769.500000 Penalty: 4603.969238
	Iteration 4Q: 3 clusters Score -1306770 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1307156.000000 Penalty: 4603.969238
	Iteration 5F: 3 clusters Score -1307156 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1307615.375000 Penalty: 4603.969238
	Iteration 6F: 3 clusters Score -1307615 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1308105.125000 Penalty: 4603.969238
	Iteration 7F: 3 clusters Score -1308105 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1308568.125000 Penalty: 4603.969238
	Iteration 8F: 3 clusters Score -1308568 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1308915.375000 Penalty: 4603.969238
	Iteration 9Q: 3 clusters Score -1308915 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1309185.000000 Penalty: 4603.969238
	Iteration 10Q: 3 clusters Score -1309185 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1309359.250000 Penalty: 4603.969238
	Iteration 11Q: 3 clusters Score -1309359 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1309484.125000 Penalty: 4603.969238
	Iteration 12Q: 3 clusters Score -1309484 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1309545.625000 Penalty: 4603.969238
	Iteration 13Q: 3 clusters Score -1309546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1309592.625000 Penalty: 4603.969238
	Iteration 14Q: 3 clusters Score -1309593 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1309621.250000 Penalty: 4603.969238
	Iteration 15Q: 3 clusters Score -1309621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1309648.875000 Penalty: 4603.969238
	Iteration 16Q: 3 clusters Score -1309649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1309688.250000 Penalty: 4603.969238
	Iteration 17Q: 3 clusters Score -1309688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1309714.375000 Penalty: 4603.969238
	Iteration 18Q: 3 clusters Score -1309714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1309740.000000 Penalty: 4603.969238
	Iteration 19Q: 3 clusters Score -1309740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1309755.125000 Penalty: 4603.969238
	Iteration 20F: 3 clusters Score -1309755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1309765.500000 Penalty: 4603.969238
	Iteration 21Q: 3 clusters Score -1309766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1309774.625000 Penalty: 4603.969238
	Iteration 22Q: 3 clusters Score -1309775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1309784.125000 Penalty: 4603.969238
	Iteration 23Q: 3 clusters Score -1309784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1309791.125000 Penalty: 4603.969238
	Iteration 24Q: 3 clusters Score -1309791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1309799.875000 Penalty: 4603.969238
	Iteration 25Q: 3 clusters Score -1309800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1309808.125000 Penalty: 4603.969238
	Iteration 26Q: 3 clusters Score -1309808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1309817.500000 Penalty: 4603.969238
	Iteration 27Q: 3 clusters Score -1309818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1309828.000000 Penalty: 4603.969238
	Iteration 28Q: 3 clusters Score -1309828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1309831.500000 Penalty: 4603.969238
	Iteration 29Q: 3 clusters Score -1309832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1309835.500000 Penalty: 4603.969238
	Iteration 30Q: 3 clusters Score -1309836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1309837.500000 Penalty: 4603.969238
	Iteration 31Q: 3 clusters Score -1309838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1309836.750000 Penalty: 4603.969238
	Iteration 32Q: 3 clusters Score -1309837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1309839.125000 Penalty: 4603.969238
	Iteration 33Q: 3 clusters Score -1309839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1309839.125000 Penalty: 4603.969238
	Iteration 34F: 3 clusters Score -1309839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Entering Unmasked Estep 
Score: -325510.656250 Penalty: 1953.876465
	Iteration 0F: 2 clusters Score -325510.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -322460.250000 Penalty: 3907.752930
	Iteration 0F: 3 clusters Score -322460.2 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -323121.625000 Penalty: 3907.752930
	Iteration 1F: 3 clusters Score -323121.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -323309.593750 Penalty: 3907.752930
	Iteration 2F: 3 clusters Score -323309.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -323464.375000 Penalty: 3907.752930
	Iteration 3Q: 3 clusters Score -323464.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -323636.312500 Penalty: 3907.752930
	Iteration 4Q: 3 clusters Score -323636.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -323774.406250 Penalty: 3907.752930
	Iteration 5Q: 3 clusters Score -323774.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -323863.406250 Penalty: 3907.752930
	Iteration 6Q: 3 clusters Score -323863.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -323962.531250 Penalty: 3907.752930
	Iteration 7Q: 3 clusters Score -323962.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -324053.343750 Penalty: 3907.752930
	Iteration 8Q: 3 clusters Score -324053.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -324112.125000 Penalty: 3907.752930
	Iteration 9Q: 3 clusters Score -324112.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -324150.812500 Penalty: 3907.752930
	Iteration 10Q: 3 clusters Score -324150.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -324180.968750 Penalty: 3907.752930
	Iteration 11Q: 3 clusters Score -324181 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -324209.781250 Penalty: 3907.752930
	Iteration 12Q: 3 clusters Score -324209.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -324223.625000 Penalty: 3907.752930
	Iteration 13Q: 3 clusters Score -324223.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -324231.000000 Penalty: 3907.752930
	Iteration 14Q: 3 clusters Score -324231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -324240.468750 Penalty: 3907.752930
	Iteration 15Q: 3 clusters Score -324240.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -324249.187500 Penalty: 3907.752930
	Iteration 16Q: 3 clusters Score -324249.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -324263.625000 Penalty: 3907.752930
	Iteration 17Q: 3 clusters Score -324263.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -324273.000000 Penalty: 3907.752930
	Iteration 18Q: 3 clusters Score -324273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -324287.500000 Penalty: 3907.752930
	Iteration 19Q: 3 clusters Score -324287.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -324298.437500 Penalty: 3907.752930
	Iteration 20F: 3 clusters Score -324298.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -324308.093750 Penalty: 3907.752930
	Iteration 21Q: 3 clusters Score -324308.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -324322.312500 Penalty: 3907.752930
	Iteration 22Q: 3 clusters Score -324322.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -324342.562500 Penalty: 3907.752930
	Iteration 23Q: 3 clusters Score -324342.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -324360.500000 Penalty: 3907.752930
	Iteration 24Q: 3 clusters Score -324360.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -324383.000000 Penalty: 3907.752930
	Iteration 25Q: 3 clusters Score -324383 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -324408.281250 Penalty: 3907.752930
	Iteration 26Q: 3 clusters Score -324408.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -324424.406250 Penalty: 3907.752930
	Iteration 27Q: 3 clusters Score -324424.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -324441.312500 Penalty: 3907.752930
	Iteration 28Q: 3 clusters Score -324441.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -324464.968750 Penalty: 3907.752930
	Iteration 29Q: 3 clusters Score -324465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -324493.437500 Penalty: 3907.752930
	Iteration 30Q: 3 clusters Score -324493.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -324544.343750 Penalty: 3907.752930
	Iteration 31Q: 3 clusters Score -324544.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -324600.562500 Penalty: 3907.752930
	Iteration 32Q: 3 clusters Score -324600.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -324665.875000 Penalty: 3907.752930
	Iteration 33Q: 3 clusters Score -324665.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -324728.156250 Penalty: 3907.752930
	Iteration 34Q: 3 clusters Score -324728.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -324794.531250 Penalty: 3907.752930
	Iteration 35Q: 3 clusters Score -324794.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -324856.062500 Penalty: 3907.752930
	Iteration 36Q: 3 clusters Score -324856.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -324906.906250 Penalty: 3907.752930
	Iteration 37Q: 3 clusters Score -324906.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -324927.406250 Penalty: 3907.752930
	Iteration 38Q: 3 clusters Score -324927.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -324930.343750 Penalty: 3907.752930
	Iteration 39Q: 3 clusters Score -324930.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -324933.593750 Penalty: 3907.752930
	Iteration 40F: 3 clusters Score -324933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -324936.000000 Penalty: 3907.752930
	Iteration 41Q: 3 clusters Score -324936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -324936.000000 Penalty: 3907.752930
	Iteration 42F: 3 clusters Score -324936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Entering Unmasked Estep 
Score: -681122.375000 Penalty: 2155.321045
	Iteration 0F: 2 clusters Score -681122.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -676033.250000 Penalty: 4310.642090
	Iteration 0F: 3 clusters Score -676033.2 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -677527.750000 Penalty: 4310.642090
	Iteration 1F: 3 clusters Score -677527.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -677911.000000 Penalty: 4310.642090
	Iteration 2F: 3 clusters Score -677911 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -678191.875000 Penalty: 4310.642090
	Iteration 3F: 3 clusters Score -678191.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -678389.500000 Penalty: 4310.642090
	Iteration 4F: 3 clusters Score -678389.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -678524.125000 Penalty: 4310.642090
	Iteration 5Q: 3 clusters Score -678524.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -678652.187500 Penalty: 4310.642090
	Iteration 6Q: 3 clusters Score -678652.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -678772.000000 Penalty: 4310.642090
	Iteration 7Q: 3 clusters Score -678772 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -678854.500000 Penalty: 4310.642090
	Iteration 8Q: 3 clusters Score -678854.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -678914.437500 Penalty: 4310.642090
	Iteration 9Q: 3 clusters Score -678914.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -678958.437500 Penalty: 4310.642090
	Iteration 10Q: 3 clusters Score -678958.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -678997.312500 Penalty: 4310.642090
	Iteration 11Q: 3 clusters Score -678997.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -679030.812500 Penalty: 4310.642090
	Iteration 12Q: 3 clusters Score -679030.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -679060.687500 Penalty: 4310.642090
	Iteration 13Q: 3 clusters Score -679060.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -679100.375000 Penalty: 4310.642090
	Iteration 14Q: 3 clusters Score -679100.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -679133.375000 Penalty: 4310.642090
	Iteration 15Q: 3 clusters Score -679133.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -679163.500000 Penalty: 4310.642090
	Iteration 16Q: 3 clusters Score -679163.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -679198.250000 Penalty: 4310.642090
	Iteration 17Q: 3 clusters Score -679198.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -679240.937500 Penalty: 4310.642090
	Iteration 18Q: 3 clusters Score -679240.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -679274.875000 Penalty: 4310.642090
	Iteration 19Q: 3 clusters Score -679274.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -679314.125000 Penalty: 4310.642090
	Iteration 20F: 3 clusters Score -679314.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -679345.187500 Penalty: 4310.642090
	Iteration 21Q: 3 clusters Score -679345.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -679365.750000 Penalty: 4310.642090
	Iteration 22Q: 3 clusters Score -679365.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -679384.812500 Penalty: 4310.642090
	Iteration 23Q: 3 clusters Score -679384.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -679403.937500 Penalty: 4310.642090
	Iteration 24Q: 3 clusters Score -679403.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -679421.875000 Penalty: 4310.642090
	Iteration 25Q: 3 clusters Score -679421.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -679446.625000 Penalty: 4310.642090
	Iteration 26Q: 3 clusters Score -679446.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -679467.500000 Penalty: 4310.642090
	Iteration 27Q: 3 clusters Score -679467.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -679482.187500 Penalty: 4310.642090
	Iteration 28Q: 3 clusters Score -679482.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -679492.312500 Penalty: 4310.642090
	Iteration 29Q: 3 clusters Score -679492.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -679501.625000 Penalty: 4310.642090
	Iteration 30Q: 3 clusters Score -679501.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -679505.562500 Penalty: 4310.642090
	Iteration 31Q: 3 clusters Score -679505.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -679508.687500 Penalty: 4310.642090
	Iteration 32Q: 3 clusters Score -679508.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -679512.812500 Penalty: 4310.642090
	Iteration 33Q: 3 clusters Score -679512.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -679514.062500 Penalty: 4310.642090
	Iteration 34Q: 3 clusters Score -679514.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -679518.750000 Penalty: 4310.642090
	Iteration 35Q: 3 clusters Score -679518.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -679520.562500 Penalty: 4310.642090
	Iteration 36Q: 3 clusters Score -679520.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -679522.812500 Penalty: 4310.642090
	Iteration 37Q: 3 clusters Score -679522.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -679524.937500 Penalty: 4310.642090
	Iteration 38Q: 3 clusters Score -679524.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -679527.062500 Penalty: 4310.642090
	Iteration 39Q: 3 clusters Score -679527.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -679530.625000 Penalty: 4310.642090
	Iteration 40F: 3 clusters Score -679530.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -679532.750000 Penalty: 4310.642090
	Iteration 41Q: 3 clusters Score -679532.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -679536.562500 Penalty: 4310.642090
	Iteration 42Q: 3 clusters Score -679536.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -679538.312500 Penalty: 4310.642090
	Iteration 43Q: 3 clusters Score -679538.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -679537.562500 Penalty: 4310.642090
	Iteration 44Q: 3 clusters Score -679537.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -679539.312500 Penalty: 4310.642090
	Iteration 45Q: 3 clusters Score -679539.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -679539.437500 Penalty: 4310.642090
	Iteration 46Q: 3 clusters Score -679539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -679540.125000 Penalty: 4310.642090
	Iteration 47Q: 3 clusters Score -679540.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -679543.375000 Penalty: 4310.642090
	Iteration 48Q: 3 clusters Score -679543.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -679543.750000 Penalty: 4310.642090
	Iteration 49Q: 3 clusters Score -679543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -679544.500000 Penalty: 4310.642090
	Iteration 50Q: 3 clusters Score -679544.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -679545.062500 Penalty: 4310.642090
	Iteration 51Q: 3 clusters Score -679545.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -679547.750000 Penalty: 4310.642090
	Iteration 52Q: 3 clusters Score -679547.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -679550.250000 Penalty: 4310.642090
	Iteration 53Q: 3 clusters Score -679550.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -679552.062500 Penalty: 4310.642090
	Iteration 54Q: 3 clusters Score -679552.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -679553.562500 Penalty: 4310.642090
	Iteration 55Q: 3 clusters Score -679553.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -679555.937500 Penalty: 4310.642090
	Iteration 56Q: 3 clusters Score -679555.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -679556.875000 Penalty: 4310.642090
	Iteration 57Q: 3 clusters Score -679556.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -679559.750000 Penalty: 4310.642090
	Iteration 58Q: 3 clusters Score -679559.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -679559.625000 Penalty: 4310.642090
	Iteration 59Q: 3 clusters Score -679559.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -679563.812500 Penalty: 4310.642090
	Iteration 60F: 3 clusters Score -679563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -679564.625000 Penalty: 4310.642090
	Iteration 61Q: 3 clusters Score -679564.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -679566.562500 Penalty: 4310.642090
	Iteration 62Q: 3 clusters Score -679566.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -679566.187500 Penalty: 4310.642090
	Iteration 63Q: 3 clusters Score -679566.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -679565.125000 Penalty: 4310.642090
	Iteration 64Q: 3 clusters Score -679565.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -679566.062500 Penalty: 4310.642090
	Iteration 65Q: 3 clusters Score -679566.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -679566.125000 Penalty: 4310.642090
	Iteration 66Q: 3 clusters Score -679566.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -679566.125000 Penalty: 4310.642090
	Iteration 67F: 3 clusters Score -679566.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -122396.421875 Penalty: 1718.034424
	Iteration 0F: 2 clusters Score -122396.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -120480.437500 Penalty: 3436.068848
	Iteration 0F: 3 clusters Score -120480.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -120811.820312 Penalty: 3436.068848
	Iteration 1F: 3 clusters Score -120811.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -120941.585938 Penalty: 3436.068848
	Iteration 2F: 3 clusters Score -120941.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -121027.914062 Penalty: 3436.068848
	Iteration 3Q: 3 clusters Score -121027.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -121118.875000 Penalty: 3436.068848
	Iteration 4Q: 3 clusters Score -121118.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -121204.648438 Penalty: 3436.068848
	Iteration 5Q: 3 clusters Score -121204.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -121317.812500 Penalty: 3436.068848
	Iteration 6Q: 3 clusters Score -121317.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -121425.437500 Penalty: 3436.068848
	Iteration 7Q: 3 clusters Score -121425.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -121468.078125 Penalty: 3436.068848
	Iteration 8Q: 3 clusters Score -121468.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -121518.859375 Penalty: 3436.068848
	Iteration 9Q: 3 clusters Score -121518.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -121569.179688 Penalty: 3436.068848
	Iteration 10Q: 3 clusters Score -121569.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -121601.023438 Penalty: 3436.068848
	Iteration 11Q: 3 clusters Score -121601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -121622.851562 Penalty: 3436.068848
	Iteration 12Q: 3 clusters Score -121622.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -121651.507812 Penalty: 3436.068848
	Iteration 13Q: 3 clusters Score -121651.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -121692.734375 Penalty: 3436.068848
	Iteration 14Q: 3 clusters Score -121692.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -121708.710938 Penalty: 3436.068848
	Iteration 15Q: 3 clusters Score -121708.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -121714.257812 Penalty: 3436.068848
	Iteration 16Q: 3 clusters Score -121714.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -121719.171875 Penalty: 3436.068848
	Iteration 17Q: 3 clusters Score -121719.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -121730.765625 Penalty: 3436.068848
	Iteration 18Q: 3 clusters Score -121730.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -121760.375000 Penalty: 3436.068848
	Iteration 19Q: 3 clusters Score -121760.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -121803.546875 Penalty: 3436.068848
	Iteration 20F: 3 clusters Score -121803.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -121831.609375 Penalty: 3436.068848
	Iteration 21Q: 3 clusters Score -121831.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -121859.242188 Penalty: 3436.068848
	Iteration 22Q: 3 clusters Score -121859.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -121878.039062 Penalty: 3436.068848
	Iteration 23Q: 3 clusters Score -121878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -121892.523438 Penalty: 3436.068848
	Iteration 24Q: 3 clusters Score -121892.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -121903.359375 Penalty: 3436.068848
	Iteration 25Q: 3 clusters Score -121903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -121905.390625 Penalty: 3436.068848
	Iteration 26Q: 3 clusters Score -121905.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -121905.390625 Penalty: 3436.068848
	Iteration 27F: 3 clusters Score -121905.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Entering Unmasked Estep 
Score: -2489410.250000 Penalty: 2444.451172
	Iteration 0F: 2 clusters Score -2489410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2475927.750000 Penalty: 4888.902344
	Iteration 0F: 3 clusters Score -2475928 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2480554.750000 Penalty: 4888.902344
	Iteration 1F: 3 clusters Score -2480555 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2481072.250000 Penalty: 4888.902344
	Iteration 2F: 3 clusters Score -2481072 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2481538.250000 Penalty: 4888.902344
	Iteration 3F: 3 clusters Score -2481538 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2481996.250000 Penalty: 4888.902344
	Iteration 4Q: 3 clusters Score -2481996 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2482526.750000 Penalty: 4888.902344
	Iteration 5Q: 3 clusters Score -2482527 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2483142.250000 Penalty: 4888.902344
	Iteration 6Q: 3 clusters Score -2483142 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2483849.250000 Penalty: 4888.902344
	Iteration 7F: 3 clusters Score -2483849 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2484696.250000 Penalty: 4888.902344
	Iteration 8F: 3 clusters Score -2484696 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2485620.750000 Penalty: 4888.902344
	Iteration 9F: 3 clusters Score -2485621 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2486450.250000 Penalty: 4888.902344
	Iteration 10F: 3 clusters Score -2486450 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2487090.250000 Penalty: 4888.902344
	Iteration 11Q: 3 clusters Score -2487090 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2487459.250000 Penalty: 4888.902344
	Iteration 12Q: 3 clusters Score -2487459 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2487662.250000 Penalty: 4888.902344
	Iteration 13Q: 3 clusters Score -2487662 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2487750.500000 Penalty: 4888.902344
	Iteration 14Q: 3 clusters Score -2487750 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2487800.750000 Penalty: 4888.902344
	Iteration 15Q: 3 clusters Score -2487801 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2487839.250000 Penalty: 4888.902344
	Iteration 16Q: 3 clusters Score -2487839 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2487857.750000 Penalty: 4888.902344
	Iteration 17Q: 3 clusters Score -2487858 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2487883.750000 Penalty: 4888.902344
	Iteration 18Q: 3 clusters Score -2487884 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2487902.750000 Penalty: 4888.902344
	Iteration 19Q: 3 clusters Score -2487903 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2487930.750000 Penalty: 4888.902344
	Iteration 20F: 3 clusters Score -2487931 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2487938.250000 Penalty: 4888.902344
	Iteration 21Q: 3 clusters Score -2487938 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2487940.000000 Penalty: 4888.902344
	Iteration 22Q: 3 clusters Score -2487940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2487948.750000 Penalty: 4888.902344
	Iteration 23Q: 3 clusters Score -2487949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2487951.000000 Penalty: 4888.902344
	Iteration 24Q: 3 clusters Score -2487951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2487959.000000 Penalty: 4888.902344
	Iteration 25Q: 3 clusters Score -2487959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2487956.250000 Penalty: 4888.902344
	Iteration 26Q: 3 clusters Score -2487956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2487959.750000 Penalty: 4888.902344
	Iteration 27Q: 3 clusters Score -2487960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2487967.750000 Penalty: 4888.902344
	Iteration 28Q: 3 clusters Score -2487968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2487972.250000 Penalty: 4888.902344
	Iteration 29Q: 3 clusters Score -2487972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2487976.000000 Penalty: 4888.902344
	Iteration 30Q: 3 clusters Score -2487976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2487974.500000 Penalty: 4888.902344
	Iteration 31Q: 3 clusters Score -2487974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2487973.500000 Penalty: 4888.902344
	Iteration 32Q: 3 clusters Score -2487974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2487974.500000 Penalty: 4888.902344
	Iteration 33Q: 3 clusters Score -2487974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2487972.250000 Penalty: 4888.902344
	Iteration 34Q: 3 clusters Score -2487972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2487968.750000 Penalty: 4888.902344
	Iteration 35Q: 3 clusters Score -2487969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2487970.500000 Penalty: 4888.902344
	Iteration 36Q: 3 clusters Score -2487970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2487970.500000 Penalty: 4888.902344
	Iteration 37F: 3 clusters Score -2487970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (143865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143865 members 
Entering Unmasked Estep 
Score: -18516236.000000 Penalty: 2945.404541
	Iteration 0F: 2 clusters Score -1.851624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71733 members 
Mstep: Class 2 contains 72132 members 
Entering Unmasked Estep 
Score: -18420772.000000 Penalty: 5890.809082
	Iteration 0F: 3 clusters Score -1.842077e+07 nChanged 68688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68719 members 
Mstep: Class 2 contains 75146 members 
Entering Unmasked Estep 
Score: -18460216.000000 Penalty: 5890.809082
	Iteration 1F: 3 clusters Score -1.846022e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 77191 members 
Entering Unmasked Estep 
Score: -18461228.000000 Penalty: 5890.809082
	Iteration 2Q: 3 clusters Score -1.846123e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63527 members 
Mstep: Class 2 contains 80338 members 
Entering Unmasked Estep 
Score: -18462462.000000 Penalty: 5890.809082
	Iteration 3Q: 3 clusters Score -1.846246e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 85145 members 
Entering Unmasked Estep 
Score: -18464428.000000 Penalty: 5890.809082
	Iteration 4Q: 3 clusters Score -1.846443e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 92184 members 
Entering Unmasked Estep 
Score: -18468338.000000 Penalty: 5890.809082
	Iteration 5F: 3 clusters Score -1.846834e+07 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 101782 members 
Entering Unmasked Estep 
Score: -18475066.000000 Penalty: 5890.809082
	Iteration 6F: 3 clusters Score -1.847507e+07 nChanged 12004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 113634 members 
Entering Unmasked Estep 
Score: -18485120.000000 Penalty: 5890.809082
	Iteration 7F: 3 clusters Score -1.848512e+07 nChanged 11894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 125464 members 
Entering Unmasked Estep 
Score: -18496256.000000 Penalty: 5890.809082
	Iteration 8F: 3 clusters Score -1.849626e+07 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 134567 members 
Entering Unmasked Estep 
Score: -18505004.000000 Penalty: 5890.809082
	Iteration 9F: 3 clusters Score -1.8505e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 139849 members 
Entering Unmasked Estep 
Score: -18510106.000000 Penalty: 5890.809082
	Iteration 10Q: 3 clusters Score -1.851011e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 142233 members 
Entering Unmasked Estep 
Score: -18512172.000000 Penalty: 5890.809082
	Iteration 11Q: 3 clusters Score -1.851217e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 143137 members 
Entering Unmasked Estep 
Score: -18512982.000000 Penalty: 5890.809082
	Iteration 12Q: 3 clusters Score -1.851298e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 143433 members 
Entering Unmasked Estep 
Score: -18513326.000000 Penalty: 5890.809082
	Iteration 13Q: 3 clusters Score -1.851333e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 143535 members 
Entering Unmasked Estep 
Score: -18513496.000000 Penalty: 5890.809082
	Iteration 14Q: 3 clusters Score -1.85135e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 143565 members 
Entering Unmasked Estep 
Score: -18513540.000000 Penalty: 5890.809082
	Iteration 15Q: 3 clusters Score -1.851354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 143580 members 
Entering Unmasked Estep 
Score: -18513584.000000 Penalty: 5890.809082
	Iteration 16Q: 3 clusters Score -1.851358e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 143591 members 
Entering Unmasked Estep 
Score: -18513606.000000 Penalty: 5890.809082
	Iteration 17Q: 3 clusters Score -1.851361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 143607 members 
Entering Unmasked Estep 
Score: -18513642.000000 Penalty: 5890.809082
	Iteration 18Q: 3 clusters Score -1.851364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 143614 members 
Entering Unmasked Estep 
Score: -18513648.000000 Penalty: 5890.809082
	Iteration 19Q: 3 clusters Score -1.851365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 143617 members 
Entering Unmasked Estep 
Score: -18513656.000000 Penalty: 5890.809082
	Iteration 20F: 3 clusters Score -1.851366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 143619 members 
Entering Unmasked Estep 
Score: -18513650.000000 Penalty: 5890.809082
	Iteration 21Q: 3 clusters Score -1.851365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 143621 members 
Entering Unmasked Estep 
Score: -18513658.000000 Penalty: 5890.809082
	Iteration 22Q: 3 clusters Score -1.851366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 143620 members 
Entering Unmasked Estep 
Score: -18513660.000000 Penalty: 5890.809082
	Iteration 23Q: 3 clusters Score -1.851366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 143621 members 
Entering Unmasked Estep 
Score: -18513674.000000 Penalty: 5890.809082
	Iteration 24Q: 3 clusters Score -1.851367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 143620 members 
Entering Unmasked Estep 
Score: -18513664.000000 Penalty: 5890.809082
	Iteration 25Q: 3 clusters Score -1.851366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 143620 members 
Entering Unmasked Estep 
Score: -18513664.000000 Penalty: 5890.809082
	Iteration 26F: 3 clusters Score -1.851366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Entering Unmasked Estep 
Score: -2944967.000000 Penalty: 2503.297852
	Iteration 0F: 2 clusters Score -2944967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2928243.500000 Penalty: 5006.595703
	Iteration 0F: 3 clusters Score -2928244 nChanged 10762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2934303.750000 Penalty: 5006.595703
	Iteration 1F: 3 clusters Score -2934304 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2935053.000000 Penalty: 5006.595703
	Iteration 2F: 3 clusters Score -2935053 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2935796.000000 Penalty: 5006.595703
	Iteration 3F: 3 clusters Score -2935796 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2936635.000000 Penalty: 5006.595703
	Iteration 4F: 3 clusters Score -2936635 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2937487.500000 Penalty: 5006.595703
	Iteration 5F: 3 clusters Score -2937488 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2938454.250000 Penalty: 5006.595703
	Iteration 6F: 3 clusters Score -2938454 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2939343.250000 Penalty: 5006.595703
	Iteration 7F: 3 clusters Score -2939343 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2939973.750000 Penalty: 5006.595703
	Iteration 8Q: 3 clusters Score -2939974 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2940512.000000 Penalty: 5006.595703
	Iteration 9Q: 3 clusters Score -2940512 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2940917.000000 Penalty: 5006.595703
	Iteration 10Q: 3 clusters Score -2940917 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2941213.500000 Penalty: 5006.595703
	Iteration 11Q: 3 clusters Score -2941214 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2941420.750000 Penalty: 5006.595703
	Iteration 12Q: 3 clusters Score -2941421 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2941581.000000 Penalty: 5006.595703
	Iteration 13Q: 3 clusters Score -2941581 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2941693.750000 Penalty: 5006.595703
	Iteration 14Q: 3 clusters Score -2941694 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2941794.250000 Penalty: 5006.595703
	Iteration 15Q: 3 clusters Score -2941794 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2941873.000000 Penalty: 5006.595703
	Iteration 16Q: 3 clusters Score -2941873 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2941931.250000 Penalty: 5006.595703
	Iteration 17Q: 3 clusters Score -2941931 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2941989.500000 Penalty: 5006.595703
	Iteration 18Q: 3 clusters Score -2941990 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2942037.250000 Penalty: 5006.595703
	Iteration 19Q: 3 clusters Score -2942037 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2942092.000000 Penalty: 5006.595703
	Iteration 20F: 3 clusters Score -2942092 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2942153.750000 Penalty: 5006.595703
	Iteration 21Q: 3 clusters Score -2942154 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2942197.250000 Penalty: 5006.595703
	Iteration 22Q: 3 clusters Score -2942197 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2942227.500000 Penalty: 5006.595703
	Iteration 23Q: 3 clusters Score -2942228 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2942273.750000 Penalty: 5006.595703
	Iteration 24Q: 3 clusters Score -2942274 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2942299.250000 Penalty: 5006.595703
	Iteration 25Q: 3 clusters Score -2942299 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2942329.500000 Penalty: 5006.595703
	Iteration 26Q: 3 clusters Score -2942330 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2942382.750000 Penalty: 5006.595703
	Iteration 27Q: 3 clusters Score -2942383 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2942395.000000 Penalty: 5006.595703
	Iteration 28Q: 3 clusters Score -2942395 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2942425.500000 Penalty: 5006.595703
	Iteration 29Q: 3 clusters Score -2942426 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2942443.750000 Penalty: 5006.595703
	Iteration 30Q: 3 clusters Score -2942444 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2942462.250000 Penalty: 5006.595703
	Iteration 31Q: 3 clusters Score -2942462 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2942489.000000 Penalty: 5006.595703
	Iteration 32Q: 3 clusters Score -2942489 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2942512.000000 Penalty: 5006.595703
	Iteration 33Q: 3 clusters Score -2942512 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2942526.500000 Penalty: 5006.595703
	Iteration 34Q: 3 clusters Score -2942526 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2942552.250000 Penalty: 5006.595703
	Iteration 35Q: 3 clusters Score -2942552 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2942563.500000 Penalty: 5006.595703
	Iteration 36Q: 3 clusters Score -2942564 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2942574.000000 Penalty: 5006.595703
	Iteration 37Q: 3 clusters Score -2942574 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2942595.250000 Penalty: 5006.595703
	Iteration 38Q: 3 clusters Score -2942595 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2942611.750000 Penalty: 5006.595703
	Iteration 39Q: 3 clusters Score -2942612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2942624.000000 Penalty: 5006.595703
	Iteration 40F: 3 clusters Score -2942624 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2942641.250000 Penalty: 5006.595703
	Iteration 41Q: 3 clusters Score -2942641 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2942650.750000 Penalty: 5006.595703
	Iteration 42Q: 3 clusters Score -2942651 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2942673.750000 Penalty: 5006.595703
	Iteration 43Q: 3 clusters Score -2942674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2942687.250000 Penalty: 5006.595703
	Iteration 44Q: 3 clusters Score -2942687 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2942694.250000 Penalty: 5006.595703
	Iteration 45Q: 3 clusters Score -2942694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2942710.250000 Penalty: 5006.595703
	Iteration 46Q: 3 clusters Score -2942710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2942724.250000 Penalty: 5006.595703
	Iteration 47Q: 3 clusters Score -2942724 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2942736.250000 Penalty: 5006.595703
	Iteration 48Q: 3 clusters Score -2942736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2942748.000000 Penalty: 5006.595703
	Iteration 49Q: 3 clusters Score -2942748 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2942766.000000 Penalty: 5006.595703
	Iteration 50Q: 3 clusters Score -2942766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2942765.000000 Penalty: 5006.595703
	Iteration 51Q: 3 clusters Score -2942765 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2942779.250000 Penalty: 5006.595703
	Iteration 52Q: 3 clusters Score -2942779 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2942787.250000 Penalty: 5006.595703
	Iteration 53Q: 3 clusters Score -2942787 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2942807.250000 Penalty: 5006.595703
	Iteration 54Q: 3 clusters Score -2942807 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2942814.250000 Penalty: 5006.595703
	Iteration 55Q: 3 clusters Score -2942814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2942824.750000 Penalty: 5006.595703
	Iteration 56Q: 3 clusters Score -2942825 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2942823.500000 Penalty: 5006.595703
	Iteration 57Q: 3 clusters Score -2942824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2942832.750000 Penalty: 5006.595703
	Iteration 58Q: 3 clusters Score -2942833 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2942834.250000 Penalty: 5006.595703
	Iteration 59Q: 3 clusters Score -2942834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2942836.000000 Penalty: 5006.595703
	Iteration 60F: 3 clusters Score -2942836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2942846.500000 Penalty: 5006.595703
	Iteration 61Q: 3 clusters Score -2942846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2942862.500000 Penalty: 5006.595703
	Iteration 62Q: 3 clusters Score -2942862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2942875.250000 Penalty: 5006.595703
	Iteration 63Q: 3 clusters Score -2942875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2942877.500000 Penalty: 5006.595703
	Iteration 64Q: 3 clusters Score -2942878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2942884.500000 Penalty: 5006.595703
	Iteration 65Q: 3 clusters Score -2942884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2942893.500000 Penalty: 5006.595703
	Iteration 66Q: 3 clusters Score -2942894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2942895.000000 Penalty: 5006.595703
	Iteration 67Q: 3 clusters Score -2942895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2942903.750000 Penalty: 5006.595703
	Iteration 68Q: 3 clusters Score -2942904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2942910.000000 Penalty: 5006.595703
	Iteration 69Q: 3 clusters Score -2942910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2942917.500000 Penalty: 5006.595703
	Iteration 70Q: 3 clusters Score -2942918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2942926.750000 Penalty: 5006.595703
	Iteration 71Q: 3 clusters Score -2942927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2942928.250000 Penalty: 5006.595703
	Iteration 72Q: 3 clusters Score -2942928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2942934.500000 Penalty: 5006.595703
	Iteration 73Q: 3 clusters Score -2942934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2942929.000000 Penalty: 5006.595703
	Iteration 74Q: 3 clusters Score -2942929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2942936.000000 Penalty: 5006.595703
	Iteration 75Q: 3 clusters Score -2942936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2942934.000000 Penalty: 5006.595703
	Iteration 76Q: 3 clusters Score -2942934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2942931.250000 Penalty: 5006.595703
	Iteration 77Q: 3 clusters Score -2942931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2942937.000000 Penalty: 5006.595703
	Iteration 78Q: 3 clusters Score -2942937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2942941.500000 Penalty: 5006.595703
	Iteration 79Q: 3 clusters Score -2942942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2942948.250000 Penalty: 5006.595703
	Iteration 80F: 3 clusters Score -2942948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2942954.500000 Penalty: 5006.595703
	Iteration 81Q: 3 clusters Score -2942954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2942962.750000 Penalty: 5006.595703
	Iteration 82Q: 3 clusters Score -2942963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2942977.250000 Penalty: 5006.595703
	Iteration 83Q: 3 clusters Score -2942977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2942984.250000 Penalty: 5006.595703
	Iteration 84Q: 3 clusters Score -2942984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2942981.000000 Penalty: 5006.595703
	Iteration 85Q: 3 clusters Score -2942981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2942983.000000 Penalty: 5006.595703
	Iteration 86Q: 3 clusters Score -2942983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2942993.250000 Penalty: 5006.595703
	Iteration 87Q: 3 clusters Score -2942993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2942994.500000 Penalty: 5006.595703
	Iteration 88Q: 3 clusters Score -2942994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2943000.250000 Penalty: 5006.595703
	Iteration 89Q: 3 clusters Score -2943000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2943003.500000 Penalty: 5006.595703
	Iteration 90Q: 3 clusters Score -2943004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2943007.500000 Penalty: 5006.595703
	Iteration 91Q: 3 clusters Score -2943008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2943009.000000 Penalty: 5006.595703
	Iteration 92Q: 3 clusters Score -2943009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2943007.750000 Penalty: 5006.595703
	Iteration 93Q: 3 clusters Score -2943008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2943005.750000 Penalty: 5006.595703
	Iteration 94Q: 3 clusters Score -2943006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2943005.750000 Penalty: 5006.595703
	Iteration 95F: 3 clusters Score -2943006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Entering Unmasked Estep 
Score: -483166.531250 Penalty: 2052.545898
	Iteration 0F: 2 clusters Score -483166.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -479342.625000 Penalty: 4105.091797
	Iteration 0F: 3 clusters Score -479342.6 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -480297.031250 Penalty: 4105.091797
	Iteration 1F: 3 clusters Score -480297 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -480567.593750 Penalty: 4105.091797
	Iteration 2F: 3 clusters Score -480567.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -480800.343750 Penalty: 4105.091797
	Iteration 3F: 3 clusters Score -480800.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -481026.406250 Penalty: 4105.091797
	Iteration 4F: 3 clusters Score -481026.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -481256.500000 Penalty: 4105.091797
	Iteration 5F: 3 clusters Score -481256.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -481503.187500 Penalty: 4105.091797
	Iteration 6F: 3 clusters Score -481503.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -481753.906250 Penalty: 4105.091797
	Iteration 7F: 3 clusters Score -481753.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -481964.218750 Penalty: 4105.091797
	Iteration 8Q: 3 clusters Score -481964.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -482115.281250 Penalty: 4105.091797
	Iteration 9Q: 3 clusters Score -482115.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -482205.625000 Penalty: 4105.091797
	Iteration 10Q: 3 clusters Score -482205.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -482254.281250 Penalty: 4105.091797
	Iteration 11Q: 3 clusters Score -482254.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -482286.437500 Penalty: 4105.091797
	Iteration 12Q: 3 clusters Score -482286.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -482315.750000 Penalty: 4105.091797
	Iteration 13Q: 3 clusters Score -482315.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -482334.843750 Penalty: 4105.091797
	Iteration 14Q: 3 clusters Score -482334.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -482341.937500 Penalty: 4105.091797
	Iteration 15Q: 3 clusters Score -482341.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -482349.656250 Penalty: 4105.091797
	Iteration 16Q: 3 clusters Score -482349.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -482356.187500 Penalty: 4105.091797
	Iteration 17Q: 3 clusters Score -482356.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -482360.781250 Penalty: 4105.091797
	Iteration 18Q: 3 clusters Score -482360.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -482363.093750 Penalty: 4105.091797
	Iteration 19Q: 3 clusters Score -482363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -482365.218750 Penalty: 4105.091797
	Iteration 20F: 3 clusters Score -482365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -482366.687500 Penalty: 4105.091797
	Iteration 21Q: 3 clusters Score -482366.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -482367.875000 Penalty: 4105.091797
	Iteration 22Q: 3 clusters Score -482367.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -482369.125000 Penalty: 4105.091797
	Iteration 23Q: 3 clusters Score -482369.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -482369.718750 Penalty: 4105.091797
	Iteration 24Q: 3 clusters Score -482369.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -482369.718750 Penalty: 4105.091797
	Iteration 25F: 3 clusters Score -482369.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (179213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179213 members 
Entering Unmasked Estep 
Score: -22986032.000000 Penalty: 2999.889893
	Iteration 0F: 2 clusters Score -2.298603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89486 members 
Mstep: Class 2 contains 89727 members 
Entering Unmasked Estep 
Score: -22866408.000000 Penalty: 5999.779785
	Iteration 0F: 3 clusters Score -2.286641e+07 nChanged 86094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85298 members 
Mstep: Class 2 contains 93915 members 
Entering Unmasked Estep 
Score: -22916978.000000 Penalty: 5999.779785
	Iteration 1F: 3 clusters Score -2.291698e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 96868 members 
Entering Unmasked Estep 
Score: -22918792.000000 Penalty: 5999.779785
	Iteration 2Q: 3 clusters Score -2.291879e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77822 members 
Mstep: Class 2 contains 101391 members 
Entering Unmasked Estep 
Score: -22921086.000000 Penalty: 5999.779785
	Iteration 3Q: 3 clusters Score -2.292109e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71240 members 
Mstep: Class 2 contains 107973 members 
Entering Unmasked Estep 
Score: -22924800.000000 Penalty: 5999.779785
	Iteration 4Q: 3 clusters Score -2.29248e+07 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62141 members 
Mstep: Class 2 contains 117072 members 
Entering Unmasked Estep 
Score: -22930690.000000 Penalty: 5999.779785
	Iteration 5F: 3 clusters Score -2.293069e+07 nChanged 12669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 128929 members 
Entering Unmasked Estep 
Score: -22939154.000000 Penalty: 5999.779785
	Iteration 6F: 3 clusters Score -2.293915e+07 nChanged 14326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 142845 members 
Entering Unmasked Estep 
Score: -22950946.000000 Penalty: 5999.779785
	Iteration 7F: 3 clusters Score -2.295095e+07 nChanged 13879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 156606 members 
Entering Unmasked Estep 
Score: -22963706.000000 Penalty: 5999.779785
	Iteration 8F: 3 clusters Score -2.296371e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 167264 members 
Entering Unmasked Estep 
Score: -22973686.000000 Penalty: 5999.779785
	Iteration 9F: 3 clusters Score -2.297369e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 173591 members 
Entering Unmasked Estep 
Score: -22979348.000000 Penalty: 5999.779785
	Iteration 10Q: 3 clusters Score -2.297935e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 176482 members 
Entering Unmasked Estep 
Score: -22982048.000000 Penalty: 5999.779785
	Iteration 11Q: 3 clusters Score -2.298205e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 177561 members 
Entering Unmasked Estep 
Score: -22983160.000000 Penalty: 5999.779785
	Iteration 12Q: 3 clusters Score -2.298316e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 177931 members 
Entering Unmasked Estep 
Score: -22983574.000000 Penalty: 5999.779785
	Iteration 13Q: 3 clusters Score -2.298357e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 178066 members 
Entering Unmasked Estep 
Score: -22983802.000000 Penalty: 5999.779785
	Iteration 14Q: 3 clusters Score -2.29838e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 178097 members 
Entering Unmasked Estep 
Score: -22983942.000000 Penalty: 5999.779785
	Iteration 15Q: 3 clusters Score -2.298394e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 178114 members 
Entering Unmasked Estep 
Score: -22984036.000000 Penalty: 5999.779785
	Iteration 16Q: 3 clusters Score -2.298404e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 178109 members 
Entering Unmasked Estep 
Score: -22984070.000000 Penalty: 5999.779785
	Iteration 17Q: 3 clusters Score -2.298407e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 178104 members 
Entering Unmasked Estep 
Score: -22984122.000000 Penalty: 5999.779785
	Iteration 18Q: 3 clusters Score -2.298412e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 178100 members 
Entering Unmasked Estep 
Score: -22984124.000000 Penalty: 5999.779785
	Iteration 19Q: 3 clusters Score -2.298412e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 178098 members 
Entering Unmasked Estep 
Score: -22984210.000000 Penalty: 5999.779785
	Iteration 20F: 3 clusters Score -2.298421e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 178083 members 
Entering Unmasked Estep 
Score: -22984234.000000 Penalty: 5999.779785
	Iteration 21Q: 3 clusters Score -2.298423e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 178074 members 
Entering Unmasked Estep 
Score: -22984242.000000 Penalty: 5999.779785
	Iteration 22Q: 3 clusters Score -2.298424e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 178063 members 
Entering Unmasked Estep 
Score: -22984280.000000 Penalty: 5999.779785
	Iteration 23Q: 3 clusters Score -2.298428e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 178062 members 
Entering Unmasked Estep 
Score: -22984290.000000 Penalty: 5999.779785
	Iteration 24Q: 3 clusters Score -2.298429e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 178064 members 
Entering Unmasked Estep 
Score: -22984340.000000 Penalty: 5999.779785
	Iteration 25Q: 3 clusters Score -2.298434e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 178065 members 
Entering Unmasked Estep 
Score: -22984334.000000 Penalty: 5999.779785
	Iteration 26Q: 3 clusters Score -2.298433e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 178054 members 
Entering Unmasked Estep 
Score: -22984334.000000 Penalty: 5999.779785
	Iteration 27Q: 3 clusters Score -2.298433e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 178040 members 
Entering Unmasked Estep 
Score: -22984338.000000 Penalty: 5999.779785
	Iteration 28Q: 3 clusters Score -2.298434e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 178033 members 
Entering Unmasked Estep 
Score: -22984370.000000 Penalty: 5999.779785
	Iteration 29Q: 3 clusters Score -2.298437e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 178028 members 
Entering Unmasked Estep 
Score: -22984418.000000 Penalty: 5999.779785
	Iteration 30Q: 3 clusters Score -2.298442e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 178025 members 
Entering Unmasked Estep 
Score: -22984416.000000 Penalty: 5999.779785
	Iteration 31Q: 3 clusters Score -2.298442e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 178024 members 
Entering Unmasked Estep 
Score: -22984408.000000 Penalty: 5999.779785
	Iteration 32Q: 3 clusters Score -2.298441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 178026 members 
Entering Unmasked Estep 
Score: -22984390.000000 Penalty: 5999.779785
	Iteration 33Q: 3 clusters Score -2.298439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 178027 members 
Entering Unmasked Estep 
Score: -22984418.000000 Penalty: 5999.779785
	Iteration 34Q: 3 clusters Score -2.298442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 178028 members 
Entering Unmasked Estep 
Score: -22984428.000000 Penalty: 5999.779785
	Iteration 35Q: 3 clusters Score -2.298443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 178027 members 
Entering Unmasked Estep 
Score: -22984432.000000 Penalty: 5999.779785
	Iteration 36Q: 3 clusters Score -2.298443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 178025 members 
Entering Unmasked Estep 
Score: -22984422.000000 Penalty: 5999.779785
	Iteration 37Q: 3 clusters Score -2.298442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 178022 members 
Entering Unmasked Estep 
Score: -22984410.000000 Penalty: 5999.779785
	Iteration 38Q: 3 clusters Score -2.298441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 178022 members 
Entering Unmasked Estep 
Score: -22984414.000000 Penalty: 5999.779785
	Iteration 39Q: 3 clusters Score -2.298441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 178022 members 
Entering Unmasked Estep 
Score: -22984414.000000 Penalty: 5999.779785
	Iteration 40F: 3 clusters Score -2.298441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (51921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Entering Unmasked Estep 
Score: -6683844.500000 Penalty: 2692.654785
	Iteration 0F: 2 clusters Score -6683844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -6648831.500000 Penalty: 5385.309570
	Iteration 0F: 3 clusters Score -6648832 nChanged 24122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -6662667.000000 Penalty: 5385.309570
	Iteration 1F: 3 clusters Score -6662667 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -6663861.500000 Penalty: 5385.309570
	Iteration 2F: 3 clusters Score -6663862 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -6665711.000000 Penalty: 5385.309570
	Iteration 3F: 3 clusters Score -6665711 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -6668363.500000 Penalty: 5385.309570
	Iteration 4F: 3 clusters Score -6668364 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -6671756.000000 Penalty: 5385.309570
	Iteration 5F: 3 clusters Score -6671756 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -6675486.000000 Penalty: 5385.309570
	Iteration 6F: 3 clusters Score -6675486 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -6678262.500000 Penalty: 5385.309570
	Iteration 7F: 3 clusters Score -6678262 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6679974.500000 Penalty: 5385.309570
	Iteration 8Q: 3 clusters Score -6679974 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6680838.500000 Penalty: 5385.309570
	Iteration 9Q: 3 clusters Score -6680838 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6681235.000000 Penalty: 5385.309570
	Iteration 10Q: 3 clusters Score -6681235 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6681466.000000 Penalty: 5385.309570
	Iteration 11Q: 3 clusters Score -6681466 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6681606.500000 Penalty: 5385.309570
	Iteration 12Q: 3 clusters Score -6681606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6681659.000000 Penalty: 5385.309570
	Iteration 13Q: 3 clusters Score -6681659 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6681683.000000 Penalty: 5385.309570
	Iteration 14Q: 3 clusters Score -6681683 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6681705.000000 Penalty: 5385.309570
	Iteration 15Q: 3 clusters Score -6681705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6681722.000000 Penalty: 5385.309570
	Iteration 16Q: 3 clusters Score -6681722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6681743.500000 Penalty: 5385.309570
	Iteration 17Q: 3 clusters Score -6681744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6681750.000000 Penalty: 5385.309570
	Iteration 18Q: 3 clusters Score -6681750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6681768.000000 Penalty: 5385.309570
	Iteration 19Q: 3 clusters Score -6681768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6681783.000000 Penalty: 5385.309570
	Iteration 20F: 3 clusters Score -6681783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6681791.500000 Penalty: 5385.309570
	Iteration 21Q: 3 clusters Score -6681792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6681799.000000 Penalty: 5385.309570
	Iteration 22Q: 3 clusters Score -6681799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6681808.500000 Penalty: 5385.309570
	Iteration 23Q: 3 clusters Score -6681808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6681811.500000 Penalty: 5385.309570
	Iteration 24Q: 3 clusters Score -6681812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6681809.500000 Penalty: 5385.309570
	Iteration 25Q: 3 clusters Score -6681810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6681819.000000 Penalty: 5385.309570
	Iteration 26Q: 3 clusters Score -6681819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6681831.500000 Penalty: 5385.309570
	Iteration 27Q: 3 clusters Score -6681832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6681831.000000 Penalty: 5385.309570
	Iteration 28Q: 3 clusters Score -6681831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6681827.500000 Penalty: 5385.309570
	Iteration 29Q: 3 clusters Score -6681828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6681827.500000 Penalty: 5385.309570
	Iteration 30Q: 3 clusters Score -6681828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6681828.000000 Penalty: 5385.309570
	Iteration 31Q: 3 clusters Score -6681828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6681832.000000 Penalty: 5385.309570
	Iteration 32Q: 3 clusters Score -6681832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6681832.500000 Penalty: 5385.309570
	Iteration 33Q: 3 clusters Score -6681832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6681832.500000 Penalty: 5385.309570
	Iteration 34F: 3 clusters Score -6681832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -12027.214844 Penalty: 1267.772949
	Iteration 0F: 2 clusters Score -12027.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11158.125000 Penalty: 2535.545898
	Iteration 0F: 3 clusters Score -11158.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11378.697266 Penalty: 2535.545898
	Iteration 1F: 3 clusters Score -11378.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11591.889648 Penalty: 2535.545898
	Iteration 2F: 3 clusters Score -11591.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11622.136719 Penalty: 2535.545898
	Iteration 3Q: 3 clusters Score -11622.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11653.694336 Penalty: 2535.545898
	Iteration 4Q: 3 clusters Score -11653.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11665.780273 Penalty: 2535.545898
	Iteration 5Q: 3 clusters Score -11665.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11682.240234 Penalty: 2535.545898
	Iteration 6Q: 3 clusters Score -11682.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11682.240234 Penalty: 2535.545898
	Iteration 7F: 3 clusters Score -11682.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -79273.140625 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -79273.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -77610.937500 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -77610.94 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77838.406250 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -77838.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -77912.820312 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -77912.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77957.445312 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -77957.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -77991.281250 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -77991.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78001.867188 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -78001.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -78013.656250 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -78013.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78040.929688 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -78040.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -78042.914062 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -78042.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -78044.289062 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -78044.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -78046.976562 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -78046.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -78049.820312 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -78049.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -78051.234375 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -78051.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -78053.640625 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -78053.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78055.070312 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -78055.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78055.070312 Penalty: 3215.621338
	Iteration 15F: 3 clusters Score -78055.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -61317.324219 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -61317.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59779.371094 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -59779.37 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -60043.871094 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -60043.87 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60151.910156 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -60151.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60208.574219 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -60208.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60228.546875 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -60228.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60244.808594 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -60244.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60244.808594 Penalty: 3143.942627
	Iteration 6F: 3 clusters Score -60244.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Entering Unmasked Estep 
Score: -997131.812500 Penalty: 2228.607666
	Iteration 0F: 2 clusters Score -997131.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -990753.875000 Penalty: 4457.215332
	Iteration 0F: 3 clusters Score -990753.9 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -992520.375000 Penalty: 4457.215332
	Iteration 1F: 3 clusters Score -992520.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -992905.000000 Penalty: 4457.215332
	Iteration 2F: 3 clusters Score -992905 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -993258.250000 Penalty: 4457.215332
	Iteration 3F: 3 clusters Score -993258.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -993555.562500 Penalty: 4457.215332
	Iteration 4F: 3 clusters Score -993555.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -993817.750000 Penalty: 4457.215332
	Iteration 5F: 3 clusters Score -993817.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -994048.750000 Penalty: 4457.215332
	Iteration 6Q: 3 clusters Score -994048.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -994236.250000 Penalty: 4457.215332
	Iteration 7Q: 3 clusters Score -994236.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -994421.312500 Penalty: 4457.215332
	Iteration 8Q: 3 clusters Score -994421.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -994590.562500 Penalty: 4457.215332
	Iteration 9Q: 3 clusters Score -994590.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -994731.687500 Penalty: 4457.215332
	Iteration 10Q: 3 clusters Score -994731.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -994833.875000 Penalty: 4457.215332
	Iteration 11Q: 3 clusters Score -994833.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -994895.125000 Penalty: 4457.215332
	Iteration 12Q: 3 clusters Score -994895.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -994940.062500 Penalty: 4457.215332
	Iteration 13Q: 3 clusters Score -994940.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -994971.437500 Penalty: 4457.215332
	Iteration 14Q: 3 clusters Score -994971.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -994994.312500 Penalty: 4457.215332
	Iteration 15Q: 3 clusters Score -994994.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -995012.437500 Penalty: 4457.215332
	Iteration 16Q: 3 clusters Score -995012.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -995028.312500 Penalty: 4457.215332
	Iteration 17Q: 3 clusters Score -995028.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -995041.625000 Penalty: 4457.215332
	Iteration 18Q: 3 clusters Score -995041.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -995052.125000 Penalty: 4457.215332
	Iteration 19Q: 3 clusters Score -995052.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -995057.687500 Penalty: 4457.215332
	Iteration 20F: 3 clusters Score -995057.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -995061.937500 Penalty: 4457.215332
	Iteration 21Q: 3 clusters Score -995061.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -995068.187500 Penalty: 4457.215332
	Iteration 22Q: 3 clusters Score -995068.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -995071.812500 Penalty: 4457.215332
	Iteration 23Q: 3 clusters Score -995071.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -995075.625000 Penalty: 4457.215332
	Iteration 24Q: 3 clusters Score -995075.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -995077.000000 Penalty: 4457.215332
	Iteration 25Q: 3 clusters Score -995077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -995081.375000 Penalty: 4457.215332
	Iteration 26Q: 3 clusters Score -995081.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -995083.125000 Penalty: 4457.215332
	Iteration 27Q: 3 clusters Score -995083.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -995086.437500 Penalty: 4457.215332
	Iteration 28Q: 3 clusters Score -995086.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -995093.812500 Penalty: 4457.215332
	Iteration 29Q: 3 clusters Score -995093.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -995096.562500 Penalty: 4457.215332
	Iteration 30Q: 3 clusters Score -995096.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -995098.750000 Penalty: 4457.215332
	Iteration 31Q: 3 clusters Score -995098.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -995099.562500 Penalty: 4457.215332
	Iteration 32Q: 3 clusters Score -995099.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -995099.937500 Penalty: 4457.215332
	Iteration 33Q: 3 clusters Score -995099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -995103.375000 Penalty: 4457.215332
	Iteration 34Q: 3 clusters Score -995103.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -995101.500000 Penalty: 4457.215332
	Iteration 35Q: 3 clusters Score -995101.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -995102.062500 Penalty: 4457.215332
	Iteration 36Q: 3 clusters Score -995102.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -995105.937500 Penalty: 4457.215332
	Iteration 37Q: 3 clusters Score -995105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -995103.500000 Penalty: 4457.215332
	Iteration 38Q: 3 clusters Score -995103.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -995105.625000 Penalty: 4457.215332
	Iteration 39Q: 3 clusters Score -995105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -995105.375000 Penalty: 4457.215332
	Iteration 40F: 3 clusters Score -995105.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -995107.312500 Penalty: 4457.215332
	Iteration 41Q: 3 clusters Score -995107.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -995107.062500 Penalty: 4457.215332
	Iteration 42Q: 3 clusters Score -995107.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -995110.562500 Penalty: 4457.215332
	Iteration 43Q: 3 clusters Score -995110.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -995112.062500 Penalty: 4457.215332
	Iteration 44Q: 3 clusters Score -995112.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -995116.250000 Penalty: 4457.215332
	Iteration 45Q: 3 clusters Score -995116.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -995116.437500 Penalty: 4457.215332
	Iteration 46Q: 3 clusters Score -995116.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -995116.625000 Penalty: 4457.215332
	Iteration 47Q: 3 clusters Score -995116.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -995116.625000 Penalty: 4457.215332
	Iteration 48Q: 3 clusters Score -995116.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -995119.500000 Penalty: 4457.215332
	Iteration 49Q: 3 clusters Score -995119.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -995116.812500 Penalty: 4457.215332
	Iteration 50Q: 3 clusters Score -995116.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -995118.937500 Penalty: 4457.215332
	Iteration 51Q: 3 clusters Score -995118.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -995119.875000 Penalty: 4457.215332
	Iteration 52Q: 3 clusters Score -995119.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -995118.875000 Penalty: 4457.215332
	Iteration 53Q: 3 clusters Score -995118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -995118.875000 Penalty: 4457.215332
	Iteration 54F: 3 clusters Score -995118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Entering Unmasked Estep 
Score: -2318752.250000 Penalty: 2429.162842
	Iteration 0F: 2 clusters Score -2318752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2306019.250000 Penalty: 4858.325684
	Iteration 0F: 3 clusters Score -2306019 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2310287.000000 Penalty: 4858.325684
	Iteration 1F: 3 clusters Score -2310287 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2310900.250000 Penalty: 4858.325684
	Iteration 2F: 3 clusters Score -2310900 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2311574.750000 Penalty: 4858.325684
	Iteration 3F: 3 clusters Score -2311575 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2312363.000000 Penalty: 4858.325684
	Iteration 4F: 3 clusters Score -2312363 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2313362.500000 Penalty: 4858.325684
	Iteration 5F: 3 clusters Score -2313362 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2314511.750000 Penalty: 4858.325684
	Iteration 6F: 3 clusters Score -2314512 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2315456.750000 Penalty: 4858.325684
	Iteration 7F: 3 clusters Score -2315457 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2316025.750000 Penalty: 4858.325684
	Iteration 8F: 3 clusters Score -2316026 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2316396.750000 Penalty: 4858.325684
	Iteration 9Q: 3 clusters Score -2316397 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2316639.250000 Penalty: 4858.325684
	Iteration 10Q: 3 clusters Score -2316639 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2316833.750000 Penalty: 4858.325684
	Iteration 11Q: 3 clusters Score -2316834 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2317025.500000 Penalty: 4858.325684
	Iteration 12Q: 3 clusters Score -2317026 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2317194.500000 Penalty: 4858.325684
	Iteration 13Q: 3 clusters Score -2317194 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2317349.750000 Penalty: 4858.325684
	Iteration 14Q: 3 clusters Score -2317350 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2317459.750000 Penalty: 4858.325684
	Iteration 15Q: 3 clusters Score -2317460 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2317545.750000 Penalty: 4858.325684
	Iteration 16Q: 3 clusters Score -2317546 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2317621.750000 Penalty: 4858.325684
	Iteration 17Q: 3 clusters Score -2317622 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2317691.250000 Penalty: 4858.325684
	Iteration 18Q: 3 clusters Score -2317691 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2317751.000000 Penalty: 4858.325684
	Iteration 19Q: 3 clusters Score -2317751 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2317805.500000 Penalty: 4858.325684
	Iteration 20F: 3 clusters Score -2317806 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2317855.750000 Penalty: 4858.325684
	Iteration 21Q: 3 clusters Score -2317856 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2317884.750000 Penalty: 4858.325684
	Iteration 22Q: 3 clusters Score -2317885 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2317913.750000 Penalty: 4858.325684
	Iteration 23Q: 3 clusters Score -2317914 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2317938.000000 Penalty: 4858.325684
	Iteration 24Q: 3 clusters Score -2317938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2317956.500000 Penalty: 4858.325684
	Iteration 25Q: 3 clusters Score -2317956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2317971.000000 Penalty: 4858.325684
	Iteration 26Q: 3 clusters Score -2317971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2317987.500000 Penalty: 4858.325684
	Iteration 27Q: 3 clusters Score -2317988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2317993.750000 Penalty: 4858.325684
	Iteration 28Q: 3 clusters Score -2317994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2317998.750000 Penalty: 4858.325684
	Iteration 29Q: 3 clusters Score -2317999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2318013.500000 Penalty: 4858.325684
	Iteration 30Q: 3 clusters Score -2318014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2318015.500000 Penalty: 4858.325684
	Iteration 31Q: 3 clusters Score -2318016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2318017.750000 Penalty: 4858.325684
	Iteration 32Q: 3 clusters Score -2318018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2318015.000000 Penalty: 4858.325684
	Iteration 33Q: 3 clusters Score -2318015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2318015.000000 Penalty: 4858.325684
	Iteration 34F: 3 clusters Score -2318015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Entering Unmasked Estep 
Score: -599023.750000 Penalty: 2099.804199
	Iteration 0F: 2 clusters Score -599023.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -594631.812500 Penalty: 4199.608398
	Iteration 0F: 3 clusters Score -594631.8 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -595702.875000 Penalty: 4199.608398
	Iteration 1F: 3 clusters Score -595702.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -595998.625000 Penalty: 4199.608398
	Iteration 2F: 3 clusters Score -595998.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -596237.687500 Penalty: 4199.608398
	Iteration 3F: 3 clusters Score -596237.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -596395.000000 Penalty: 4199.608398
	Iteration 4Q: 3 clusters Score -596395 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -596543.500000 Penalty: 4199.608398
	Iteration 5Q: 3 clusters Score -596543.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -596680.750000 Penalty: 4199.608398
	Iteration 6Q: 3 clusters Score -596680.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -596796.250000 Penalty: 4199.608398
	Iteration 7Q: 3 clusters Score -596796.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -596890.812500 Penalty: 4199.608398
	Iteration 8Q: 3 clusters Score -596890.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -596981.562500 Penalty: 4199.608398
	Iteration 9Q: 3 clusters Score -596981.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -597064.375000 Penalty: 4199.608398
	Iteration 10Q: 3 clusters Score -597064.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -597140.687500 Penalty: 4199.608398
	Iteration 11Q: 3 clusters Score -597140.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -597212.062500 Penalty: 4199.608398
	Iteration 12Q: 3 clusters Score -597212.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -597266.562500 Penalty: 4199.608398
	Iteration 13Q: 3 clusters Score -597266.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -597315.812500 Penalty: 4199.608398
	Iteration 14Q: 3 clusters Score -597315.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -597352.562500 Penalty: 4199.608398
	Iteration 15Q: 3 clusters Score -597352.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -597397.000000 Penalty: 4199.608398
	Iteration 16Q: 3 clusters Score -597397 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -597436.062500 Penalty: 4199.608398
	Iteration 17Q: 3 clusters Score -597436.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -597475.562500 Penalty: 4199.608398
	Iteration 18Q: 3 clusters Score -597475.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -597502.312500 Penalty: 4199.608398
	Iteration 19Q: 3 clusters Score -597502.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -597531.125000 Penalty: 4199.608398
	Iteration 20F: 3 clusters Score -597531.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -597548.812500 Penalty: 4199.608398
	Iteration 21Q: 3 clusters Score -597548.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -597565.375000 Penalty: 4199.608398
	Iteration 22Q: 3 clusters Score -597565.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -597577.875000 Penalty: 4199.608398
	Iteration 23Q: 3 clusters Score -597577.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -597584.250000 Penalty: 4199.608398
	Iteration 24Q: 3 clusters Score -597584.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -597587.437500 Penalty: 4199.608398
	Iteration 25Q: 3 clusters Score -597587.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -597593.312500 Penalty: 4199.608398
	Iteration 26Q: 3 clusters Score -597593.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -597595.375000 Penalty: 4199.608398
	Iteration 27Q: 3 clusters Score -597595.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -597597.375000 Penalty: 4199.608398
	Iteration 28Q: 3 clusters Score -597597.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -597598.375000 Penalty: 4199.608398
	Iteration 29Q: 3 clusters Score -597598.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -597599.500000 Penalty: 4199.608398
	Iteration 30Q: 3 clusters Score -597599.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -597600.312500 Penalty: 4199.608398
	Iteration 31Q: 3 clusters Score -597600.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -597600.312500 Penalty: 4199.608398
	Iteration 32F: 3 clusters Score -597600.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (24229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Entering Unmasked Estep 
Score: -2945014.750000 Penalty: 2503.635742
	Iteration 0F: 2 clusters Score -2945015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2928163.250000 Penalty: 5007.271484
	Iteration 0F: 3 clusters Score -2928163 nChanged 10749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2934443.500000 Penalty: 5007.271484
	Iteration 1F: 3 clusters Score -2934444 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2935426.000000 Penalty: 5007.271484
	Iteration 2F: 3 clusters Score -2935426 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2936619.750000 Penalty: 5007.271484
	Iteration 3F: 3 clusters Score -2936620 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2937857.250000 Penalty: 5007.271484
	Iteration 4F: 3 clusters Score -2937857 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2938998.500000 Penalty: 5007.271484
	Iteration 5F: 3 clusters Score -2938998 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2940127.500000 Penalty: 5007.271484
	Iteration 6F: 3 clusters Score -2940128 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2941280.000000 Penalty: 5007.271484
	Iteration 7F: 3 clusters Score -2941280 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2942258.750000 Penalty: 5007.271484
	Iteration 8F: 3 clusters Score -2942259 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2942949.250000 Penalty: 5007.271484
	Iteration 9Q: 3 clusters Score -2942949 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2943377.250000 Penalty: 5007.271484
	Iteration 10Q: 3 clusters Score -2943377 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2943634.750000 Penalty: 5007.271484
	Iteration 11Q: 3 clusters Score -2943635 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2943788.000000 Penalty: 5007.271484
	Iteration 12Q: 3 clusters Score -2943788 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2943893.750000 Penalty: 5007.271484
	Iteration 13Q: 3 clusters Score -2943894 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2943951.250000 Penalty: 5007.271484
	Iteration 14Q: 3 clusters Score -2943951 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2943996.500000 Penalty: 5007.271484
	Iteration 15Q: 3 clusters Score -2943996 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2944026.000000 Penalty: 5007.271484
	Iteration 16Q: 3 clusters Score -2944026 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2944050.500000 Penalty: 5007.271484
	Iteration 17Q: 3 clusters Score -2944050 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2944060.750000 Penalty: 5007.271484
	Iteration 18Q: 3 clusters Score -2944061 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2944070.250000 Penalty: 5007.271484
	Iteration 19Q: 3 clusters Score -2944070 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2944082.750000 Penalty: 5007.271484
	Iteration 20F: 3 clusters Score -2944083 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2944078.500000 Penalty: 5007.271484
	Iteration 21Q: 3 clusters Score -2944078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2944083.250000 Penalty: 5007.271484
	Iteration 22Q: 3 clusters Score -2944083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2944082.250000 Penalty: 5007.271484
	Iteration 23Q: 3 clusters Score -2944082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2944085.000000 Penalty: 5007.271484
	Iteration 24Q: 3 clusters Score -2944085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2944090.750000 Penalty: 5007.271484
	Iteration 25Q: 3 clusters Score -2944091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2944094.000000 Penalty: 5007.271484
	Iteration 26Q: 3 clusters Score -2944094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2944090.750000 Penalty: 5007.271484
	Iteration 27Q: 3 clusters Score -2944091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2944095.750000 Penalty: 5007.271484
	Iteration 28Q: 3 clusters Score -2944096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2944091.750000 Penalty: 5007.271484
	Iteration 29Q: 3 clusters Score -2944092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2944095.250000 Penalty: 5007.271484
	Iteration 30Q: 3 clusters Score -2944095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2944095.500000 Penalty: 5007.271484
	Iteration 31Q: 3 clusters Score -2944096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2944100.500000 Penalty: 5007.271484
	Iteration 32Q: 3 clusters Score -2944100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2944098.750000 Penalty: 5007.271484
	Iteration 33Q: 3 clusters Score -2944099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2944100.250000 Penalty: 5007.271484
	Iteration 34Q: 3 clusters Score -2944100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2944105.000000 Penalty: 5007.271484
	Iteration 35Q: 3 clusters Score -2944105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2944105.000000 Penalty: 5007.271484
	Iteration 36F: 3 clusters Score -2944105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Entering Unmasked Estep 
Score: -442468.843750 Penalty: 2046.864868
	Iteration 0F: 2 clusters Score -442468.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -438673.062500 Penalty: 4093.729736
	Iteration 0F: 3 clusters Score -438673.1 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -439608.312500 Penalty: 4093.729736
	Iteration 1F: 3 clusters Score -439608.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -439988.406250 Penalty: 4093.729736
	Iteration 2F: 3 clusters Score -439988.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -440347.875000 Penalty: 4093.729736
	Iteration 3F: 3 clusters Score -440347.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -440712.531250 Penalty: 4093.729736
	Iteration 4F: 3 clusters Score -440712.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -441030.093750 Penalty: 4093.729736
	Iteration 5F: 3 clusters Score -441030.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -441294.531250 Penalty: 4093.729736
	Iteration 6F: 3 clusters Score -441294.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -441463.125000 Penalty: 4093.729736
	Iteration 7Q: 3 clusters Score -441463.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -441571.031250 Penalty: 4093.729736
	Iteration 8Q: 3 clusters Score -441571 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -441644.687500 Penalty: 4093.729736
	Iteration 9Q: 3 clusters Score -441644.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -441688.343750 Penalty: 4093.729736
	Iteration 10Q: 3 clusters Score -441688.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -441714.906250 Penalty: 4093.729736
	Iteration 11Q: 3 clusters Score -441714.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -441735.218750 Penalty: 4093.729736
	Iteration 12Q: 3 clusters Score -441735.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -441748.468750 Penalty: 4093.729736
	Iteration 13Q: 3 clusters Score -441748.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -441754.375000 Penalty: 4093.729736
	Iteration 14Q: 3 clusters Score -441754.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -441758.218750 Penalty: 4093.729736
	Iteration 15Q: 3 clusters Score -441758.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -441760.875000 Penalty: 4093.729736
	Iteration 16Q: 3 clusters Score -441760.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -441763.156250 Penalty: 4093.729736
	Iteration 17Q: 3 clusters Score -441763.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -441764.968750 Penalty: 4093.729736
	Iteration 18Q: 3 clusters Score -441765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -441767.906250 Penalty: 4093.729736
	Iteration 19Q: 3 clusters Score -441767.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -441770.281250 Penalty: 4093.729736
	Iteration 20F: 3 clusters Score -441770.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -441770.281250 Penalty: 4093.729736
	Iteration 21Q: 3 clusters Score -441770.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -441771.843750 Penalty: 4093.729736
	Iteration 22Q: 3 clusters Score -441771.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -441772.343750 Penalty: 4093.729736
	Iteration 23Q: 3 clusters Score -441772.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -441773.781250 Penalty: 4093.729736
	Iteration 24Q: 3 clusters Score -441773.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -441773.781250 Penalty: 4093.729736
	Iteration 25F: 3 clusters Score -441773.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Entering Unmasked Estep 
Score: -1146232.625000 Penalty: 2253.698730
	Iteration 0F: 2 clusters Score -1146233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1139378.250000 Penalty: 4507.397461
	Iteration 0F: 3 clusters Score -1139378 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1141226.000000 Penalty: 4507.397461
	Iteration 1F: 3 clusters Score -1141226 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1141557.125000 Penalty: 4507.397461
	Iteration 2F: 3 clusters Score -1141557 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1141862.500000 Penalty: 4507.397461
	Iteration 3F: 3 clusters Score -1141862 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1142167.875000 Penalty: 4507.397461
	Iteration 4F: 3 clusters Score -1142168 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1142476.125000 Penalty: 4507.397461
	Iteration 5F: 3 clusters Score -1142476 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1142774.250000 Penalty: 4507.397461
	Iteration 6F: 3 clusters Score -1142774 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1143082.000000 Penalty: 4507.397461
	Iteration 7Q: 3 clusters Score -1143082 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1143383.250000 Penalty: 4507.397461
	Iteration 8Q: 3 clusters Score -1143383 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1143632.750000 Penalty: 4507.397461
	Iteration 9Q: 3 clusters Score -1143633 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1143815.625000 Penalty: 4507.397461
	Iteration 10Q: 3 clusters Score -1143816 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1143949.500000 Penalty: 4507.397461
	Iteration 11Q: 3 clusters Score -1143950 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1144061.625000 Penalty: 4507.397461
	Iteration 12Q: 3 clusters Score -1144062 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1144136.625000 Penalty: 4507.397461
	Iteration 13Q: 3 clusters Score -1144137 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1144179.875000 Penalty: 4507.397461
	Iteration 14Q: 3 clusters Score -1144180 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1144219.375000 Penalty: 4507.397461
	Iteration 15Q: 3 clusters Score -1144219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1144253.750000 Penalty: 4507.397461
	Iteration 16Q: 3 clusters Score -1144254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1144288.125000 Penalty: 4507.397461
	Iteration 17Q: 3 clusters Score -1144288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1144310.500000 Penalty: 4507.397461
	Iteration 18Q: 3 clusters Score -1144310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1144328.625000 Penalty: 4507.397461
	Iteration 19Q: 3 clusters Score -1144329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1144341.875000 Penalty: 4507.397461
	Iteration 20F: 3 clusters Score -1144342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1144356.500000 Penalty: 4507.397461
	Iteration 21Q: 3 clusters Score -1144356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1144364.000000 Penalty: 4507.397461
	Iteration 22Q: 3 clusters Score -1144364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1144365.750000 Penalty: 4507.397461
	Iteration 23Q: 3 clusters Score -1144366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1144367.625000 Penalty: 4507.397461
	Iteration 24Q: 3 clusters Score -1144368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1144367.875000 Penalty: 4507.397461
	Iteration 25Q: 3 clusters Score -1144368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1144367.875000 Penalty: 4507.397461
	Iteration 26F: 3 clusters Score -1144368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -20167.988281 Penalty: 1357.123047
	Iteration 0F: 2 clusters Score -20167.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19065.980469 Penalty: 2714.246094
	Iteration 0F: 3 clusters Score -19065.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19190.628906 Penalty: 2714.246094
	Iteration 1F: 3 clusters Score -19190.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19244.255859 Penalty: 2714.246094
	Iteration 2Q: 3 clusters Score -19244.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19265.470703 Penalty: 2714.246094
	Iteration 3Q: 3 clusters Score -19265.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19275.867188 Penalty: 2714.246094
	Iteration 4Q: 3 clusters Score -19275.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19285.279297 Penalty: 2714.246094
	Iteration 5Q: 3 clusters Score -19285.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19285.279297 Penalty: 2714.246094
	Iteration 6F: 3 clusters Score -19285.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -44212.472656 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -44212.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42841.949219 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -42841.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43019.738281 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -43019.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43110.972656 Penalty: 2973.004883
	Iteration 2F: 3 clusters Score -43110.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43177.730469 Penalty: 2973.004883
	Iteration 3Q: 3 clusters Score -43177.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43187.757812 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -43187.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43190.296875 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -43190.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43190.296875 Penalty: 2973.004883
	Iteration 6F: 3 clusters Score -43190.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74487 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13198 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21602 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167526 members 
Mstep: Class 12 contains 19360 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56900 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19864 members 
Mstep: Class 19 contains 62201 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47722 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19085 members 
Mstep: Class 29 contains 143865 members 
Mstep: Class 30 contains 24196 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179213 members 
Mstep: Class 33 contains 51921 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971456.000000 Penalty: 152864.640625
Iteration 279Q: 45 clusters Score -1.509715e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74486 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13198 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21602 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167525 members 
Mstep: Class 12 contains 19360 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56902 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19867 members 
Mstep: Class 19 contains 62202 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47720 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19084 members 
Mstep: Class 29 contains 143867 members 
Mstep: Class 30 contains 24197 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179210 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971472.000000 Penalty: 152864.640625
Iteration 280F: 45 clusters Score -1.509715e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74486 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13199 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21602 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167530 members 
Mstep: Class 12 contains 19360 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56901 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19873 members 
Mstep: Class 19 contains 62202 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47718 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19083 members 
Mstep: Class 29 contains 143866 members 
Mstep: Class 30 contains 24194 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179206 members 
Mstep: Class 33 contains 51919 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971408.000000 Penalty: 152864.640625
Iteration 281Q: 45 clusters Score -1.509714e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74487 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13201 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21602 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167531 members 
Mstep: Class 12 contains 19360 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56901 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19878 members 
Mstep: Class 19 contains 62203 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47716 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19082 members 
Mstep: Class 29 contains 143863 members 
Mstep: Class 30 contains 24193 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179204 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17944 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971456.000000 Penalty: 152864.640625
Iteration 282Q: 45 clusters Score -1.509715e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74487 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13202 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21602 members 
Mstep: Class 8 contains 8229 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167532 members 
Mstep: Class 12 contains 19360 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56900 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19884 members 
Mstep: Class 19 contains 62203 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 47714 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10744 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19082 members 
Mstep: Class 29 contains 143858 members 
Mstep: Class 30 contains 24194 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179204 members 
Mstep: Class 33 contains 51919 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971472.000000 Penalty: 152864.640625
Iteration 283Q: 45 clusters Score -1.509715e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74487 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13202 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21602 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167533 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56901 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19888 members 
Mstep: Class 19 contains 62201 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47715 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10744 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19082 members 
Mstep: Class 29 contains 143855 members 
Mstep: Class 30 contains 24194 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179203 members 
Mstep: Class 33 contains 51919 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971424.000000 Penalty: 152864.640625
Iteration 284Q: 45 clusters Score -1.509714e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74486 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13202 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21602 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167533 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56903 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19890 members 
Mstep: Class 19 contains 62204 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47715 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10743 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19083 members 
Mstep: Class 29 contains 143849 members 
Mstep: Class 30 contains 24193 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179203 members 
Mstep: Class 33 contains 51919 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971392.000000 Penalty: 152864.640625
Iteration 285Q: 45 clusters Score -1.509714e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74485 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13202 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21602 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167533 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56900 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19895 members 
Mstep: Class 19 contains 62205 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47715 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19083 members 
Mstep: Class 29 contains 143846 members 
Mstep: Class 30 contains 24193 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179204 members 
Mstep: Class 33 contains 51919 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971440.000000 Penalty: 152864.640625
Iteration 286Q: 45 clusters Score -1.509714e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74484 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13203 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21604 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167535 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56897 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19897 members 
Mstep: Class 19 contains 62205 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19083 members 
Mstep: Class 29 contains 143845 members 
Mstep: Class 30 contains 24192 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179203 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971392.000000 Penalty: 152864.640625
Iteration 287Q: 45 clusters Score -1.509714e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74482 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13203 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21606 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167537 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56894 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19899 members 
Mstep: Class 19 contains 62207 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19083 members 
Mstep: Class 29 contains 143845 members 
Mstep: Class 30 contains 24191 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179202 members 
Mstep: Class 33 contains 51919 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971376.000000 Penalty: 152864.640625
Iteration 288Q: 45 clusters Score -1.509714e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74481 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13202 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21606 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167537 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56894 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19903 members 
Mstep: Class 19 contains 62209 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19083 members 
Mstep: Class 29 contains 143843 members 
Mstep: Class 30 contains 24188 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179202 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971344.000000 Penalty: 152864.640625
Iteration 289Q: 45 clusters Score -1.509713e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74480 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13202 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21607 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 167538 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56895 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19908 members 
Mstep: Class 19 contains 62209 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19083 members 
Mstep: Class 29 contains 143836 members 
Mstep: Class 30 contains 24186 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179202 members 
Mstep: Class 33 contains 51921 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971344.000000 Penalty: 152864.640625
Iteration 290Q: 45 clusters Score -1.509713e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74480 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13202 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21606 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12757 members 
Mstep: Class 11 contains 167540 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56895 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19913 members 
Mstep: Class 19 contains 62209 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19083 members 
Mstep: Class 29 contains 143834 members 
Mstep: Class 30 contains 24184 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179200 members 
Mstep: Class 33 contains 51921 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971344.000000 Penalty: 152864.640625
Iteration 291Q: 45 clusters Score -1.509713e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74478 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13203 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21607 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12755 members 
Mstep: Class 11 contains 167542 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56896 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19917 members 
Mstep: Class 19 contains 62209 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19083 members 
Mstep: Class 29 contains 143831 members 
Mstep: Class 30 contains 24182 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179200 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971376.000000 Penalty: 152864.640625
Iteration 292Q: 45 clusters Score -1.509714e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74478 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13203 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21607 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12756 members 
Mstep: Class 11 contains 167542 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56896 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19919 members 
Mstep: Class 19 contains 62210 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19083 members 
Mstep: Class 29 contains 143826 members 
Mstep: Class 30 contains 24182 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179200 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971488.000000 Penalty: 152864.640625
Iteration 293Q: 45 clusters Score -1.509715e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74478 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13203 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21607 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12756 members 
Mstep: Class 11 contains 167541 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56896 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19920 members 
Mstep: Class 19 contains 62211 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19083 members 
Mstep: Class 29 contains 143825 members 
Mstep: Class 30 contains 24182 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179200 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971456.000000 Penalty: 152864.640625
Iteration 294Q: 45 clusters Score -1.509715e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74478 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13203 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21607 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12756 members 
Mstep: Class 11 contains 167542 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56895 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19923 members 
Mstep: Class 19 contains 62213 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47714 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19083 members 
Mstep: Class 29 contains 143819 members 
Mstep: Class 30 contains 24182 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179200 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971472.000000 Penalty: 152864.640625
Iteration 295Q: 45 clusters Score -1.509715e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74477 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21608 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12756 members 
Mstep: Class 11 contains 167543 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56896 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19927 members 
Mstep: Class 19 contains 62212 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47714 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19082 members 
Mstep: Class 29 contains 143816 members 
Mstep: Class 30 contains 24182 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179199 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971440.000000 Penalty: 152864.640625
Iteration 296Q: 45 clusters Score -1.509714e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21608 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12755 members 
Mstep: Class 11 contains 167544 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56896 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19930 members 
Mstep: Class 19 contains 62213 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19081 members 
Mstep: Class 29 contains 143814 members 
Mstep: Class 30 contains 24182 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179200 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971408.000000 Penalty: 152864.640625
Iteration 297Q: 45 clusters Score -1.509714e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21608 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12755 members 
Mstep: Class 11 contains 167542 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56896 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19936 members 
Mstep: Class 19 contains 62212 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10742 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143812 members 
Mstep: Class 30 contains 24183 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179201 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971424.000000 Penalty: 152864.640625
Iteration 298Q: 45 clusters Score -1.509714e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21609 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12754 members 
Mstep: Class 11 contains 167541 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56895 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19940 members 
Mstep: Class 19 contains 62211 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47714 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10743 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143811 members 
Mstep: Class 30 contains 24181 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179201 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971408.000000 Penalty: 152864.640625
Iteration 299Q: 45 clusters Score -1.509714e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13203 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21609 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12753 members 
Mstep: Class 11 contains 167542 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56897 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19941 members 
Mstep: Class 19 contains 62215 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47715 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143804 members 
Mstep: Class 30 contains 24179 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179201 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971424.000000 Penalty: 152864.640625
Iteration 300F: 45 clusters Score -1.509714e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13203 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21609 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12752 members 
Mstep: Class 11 contains 167542 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56896 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19942 members 
Mstep: Class 19 contains 62218 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47715 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143802 members 
Mstep: Class 30 contains 24179 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179201 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971440.000000 Penalty: 152864.640625
Iteration 301Q: 45 clusters Score -1.509714e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13203 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21609 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12753 members 
Mstep: Class 11 contains 167541 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56897 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19942 members 
Mstep: Class 19 contains 62218 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47715 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143801 members 
Mstep: Class 30 contains 24179 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179201 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971440.000000 Penalty: 152864.640625
Iteration 302Q: 45 clusters Score -1.509714e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13203 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21609 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12752 members 
Mstep: Class 11 contains 167541 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56899 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19943 members 
Mstep: Class 19 contains 62219 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47715 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143798 members 
Mstep: Class 30 contains 24179 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179201 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971408.000000 Penalty: 152864.640625
Iteration 303Q: 45 clusters Score -1.509714e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13203 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21609 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12751 members 
Mstep: Class 11 contains 167542 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56899 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19949 members 
Mstep: Class 19 contains 62216 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47715 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143793 members 
Mstep: Class 30 contains 24179 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179201 members 
Mstep: Class 33 contains 51921 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971440.000000 Penalty: 152864.640625
Iteration 304Q: 45 clusters Score -1.509714e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13202 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21609 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12751 members 
Mstep: Class 11 contains 167541 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56899 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19952 members 
Mstep: Class 19 contains 62218 members 
Mstep: Class 20 contains 14364 members 
Mstep: Class 21 contains 47714 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143788 members 
Mstep: Class 30 contains 24180 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179201 members 
Mstep: Class 33 contains 51923 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3841 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971472.000000 Penalty: 152864.640625
Iteration 305Q: 45 clusters Score -1.509715e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13201 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21609 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12752 members 
Mstep: Class 11 contains 167541 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5040 members 
Mstep: Class 14 contains 56898 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19956 members 
Mstep: Class 19 contains 62219 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47714 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143787 members 
Mstep: Class 30 contains 24178 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179200 members 
Mstep: Class 33 contains 51923 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971488.000000 Penalty: 152864.640625
Iteration 306Q: 45 clusters Score -1.509715e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13200 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21609 members 
Mstep: Class 8 contains 8229 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12752 members 
Mstep: Class 11 contains 167541 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5039 members 
Mstep: Class 14 contains 56898 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19958 members 
Mstep: Class 19 contains 62220 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47714 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143784 members 
Mstep: Class 30 contains 24178 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179201 members 
Mstep: Class 33 contains 51923 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971488.000000 Penalty: 152864.640625
Iteration 307Q: 45 clusters Score -1.509715e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13200 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21609 members 
Mstep: Class 8 contains 8229 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12751 members 
Mstep: Class 11 contains 167541 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5039 members 
Mstep: Class 14 contains 56899 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19958 members 
Mstep: Class 19 contains 62220 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47714 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143783 members 
Mstep: Class 30 contains 24178 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179200 members 
Mstep: Class 33 contains 51923 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971504.000000 Penalty: 152864.640625
Iteration 308Q: 45 clusters Score -1.509715e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13200 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21609 members 
Mstep: Class 8 contains 8229 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12751 members 
Mstep: Class 11 contains 167541 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5039 members 
Mstep: Class 14 contains 56899 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19962 members 
Mstep: Class 19 contains 62220 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47714 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143777 members 
Mstep: Class 30 contains 24178 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179200 members 
Mstep: Class 33 contains 51923 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7995 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971488.000000 Penalty: 152864.640625
Iteration 309Q: 45 clusters Score -1.509715e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13201 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21609 members 
Mstep: Class 8 contains 8229 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12751 members 
Mstep: Class 11 contains 167542 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5038 members 
Mstep: Class 14 contains 56901 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19969 members 
Mstep: Class 19 contains 62219 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47714 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143768 members 
Mstep: Class 30 contains 24178 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179200 members 
Mstep: Class 33 contains 51923 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7997 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24229 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971456.000000 Penalty: 152864.640625
Iteration 310Q: 45 clusters Score -1.509715e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13202 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21609 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12751 members 
Mstep: Class 11 contains 167541 members 
Mstep: Class 12 contains 19358 members 
Mstep: Class 13 contains 5039 members 
Mstep: Class 14 contains 56900 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19973 members 
Mstep: Class 19 contains 62217 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47715 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1021 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143763 members 
Mstep: Class 30 contains 24179 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179200 members 
Mstep: Class 33 contains 51923 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7998 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971504.000000 Penalty: 152864.640625
Iteration 311Q: 45 clusters Score -1.509715e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13202 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21609 members 
Mstep: Class 8 contains 8229 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167540 members 
Mstep: Class 12 contains 19359 members 
Mstep: Class 13 contains 5040 members 
Mstep: Class 14 contains 56898 members 
Mstep: Class 15 contains 14955 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19981 members 
Mstep: Class 19 contains 62218 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47715 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143755 members 
Mstep: Class 30 contains 24179 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179201 members 
Mstep: Class 33 contains 51922 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7999 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971424.000000 Penalty: 152864.640625
Iteration 312Q: 45 clusters Score -1.509714e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13203 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21609 members 
Mstep: Class 8 contains 8229 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 167540 members 
Mstep: Class 12 contains 19360 members 
Mstep: Class 13 contains 5040 members 
Mstep: Class 14 contains 56895 members 
Mstep: Class 15 contains 14955 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19987 members 
Mstep: Class 19 contains 62217 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47715 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1021 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143751 members 
Mstep: Class 30 contains 24179 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179202 members 
Mstep: Class 33 contains 51922 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7999 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971456.000000 Penalty: 152864.640625
Iteration 313Q: 45 clusters Score -1.509715e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74477 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21609 members 
Mstep: Class 8 contains 8229 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12747 members 
Mstep: Class 11 contains 167541 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 56893 members 
Mstep: Class 15 contains 14955 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19992 members 
Mstep: Class 19 contains 62216 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47714 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143748 members 
Mstep: Class 30 contains 24179 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179201 members 
Mstep: Class 33 contains 51923 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7999 members 
Mstep: Class 38 contains 17945 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971536.000000 Penalty: 152864.640625
Iteration 314Q: 45 clusters Score -1.509715e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13206 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21609 members 
Mstep: Class 8 contains 8229 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12747 members 
Mstep: Class 11 contains 167541 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 14955 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 19998 members 
Mstep: Class 19 contains 62217 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143743 members 
Mstep: Class 30 contains 24178 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179201 members 
Mstep: Class 33 contains 51923 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7999 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971488.000000 Penalty: 152864.640625
Iteration 315Q: 45 clusters Score -1.509715e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13206 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8229 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12747 members 
Mstep: Class 11 contains 167541 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56890 members 
Mstep: Class 15 contains 14955 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20004 members 
Mstep: Class 19 contains 62217 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143738 members 
Mstep: Class 30 contains 24177 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179201 members 
Mstep: Class 33 contains 51924 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 7999 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971520.000000 Penalty: 152864.640625
Iteration 316Q: 45 clusters Score -1.509715e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8229 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12747 members 
Mstep: Class 11 contains 167542 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56888 members 
Mstep: Class 15 contains 14955 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20007 members 
Mstep: Class 19 contains 62216 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143737 members 
Mstep: Class 30 contains 24177 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179201 members 
Mstep: Class 33 contains 51922 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8000 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971584.000000 Penalty: 152864.640625
Iteration 317Q: 45 clusters Score -1.509716e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13206 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8229 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 167544 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56885 members 
Mstep: Class 15 contains 14955 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20012 members 
Mstep: Class 19 contains 62217 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143731 members 
Mstep: Class 30 contains 24177 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179201 members 
Mstep: Class 33 contains 51922 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8000 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971568.000000 Penalty: 152864.640625
Iteration 318Q: 45 clusters Score -1.509716e+08 nChanged 12
Entering ConstructFrom: 
Score: -150971568.000000 Penalty: 152864.640625
Entering ConstructFrom: 
Trying to split cluster 1 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -103138.734375 Penalty: 1703.773193
	Iteration 0F: 2 clusters Score -103138.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -101341.726562 Penalty: 3407.546387
	Iteration 0F: 3 clusters Score -101341.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -101970.335938 Penalty: 3407.546387
	Iteration 1F: 3 clusters Score -101970.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -102561.468750 Penalty: 3407.546387
	Iteration 2F: 3 clusters Score -102561.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -102982.273438 Penalty: 3407.546387
	Iteration 3F: 3 clusters Score -102982.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -103232.367188 Penalty: 3407.546387
	Iteration 4F: 3 clusters Score -103232.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -103283.023438 Penalty: 3407.546387
	Iteration 5Q: 3 clusters Score -103283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -103297.554688 Penalty: 3407.546387
	Iteration 6Q: 3 clusters Score -103297.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -103307.789062 Penalty: 3407.546387
	Iteration 7Q: 3 clusters Score -103307.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -103316.585938 Penalty: 3407.546387
	Iteration 8Q: 3 clusters Score -103316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -103321.125000 Penalty: 3407.546387
	Iteration 9Q: 3 clusters Score -103321.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -103323.945312 Penalty: 3407.546387
	Iteration 10Q: 3 clusters Score -103323.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -103324.695312 Penalty: 3407.546387
	Iteration 11Q: 3 clusters Score -103324.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -103324.695312 Penalty: 3407.546387
	Iteration 12F: 3 clusters Score -103324.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 74477 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13205 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12747 members 
Mstep: Class 11 contains 167546 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56883 members 
Mstep: Class 15 contains 14955 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20017 members 
Mstep: Class 19 contains 62217 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143725 members 
Mstep: Class 30 contains 24177 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179202 members 
Mstep: Class 33 contains 51922 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8000 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Mstep: Class 45 contains 654 members 
Entering Unmasked Estep 
Score: -150970000.000000 Penalty: 156338.828125
Splitting cluster 1 changes total score from -150971568.000000 to -150970000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (74477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74477 members 
Entering Unmasked Estep 
Score: -9555938.000000 Penalty: 2782.125000
	Iteration 0F: 2 clusters Score -9555938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -9506084.000000 Penalty: 5564.250000
	Iteration 0F: 3 clusters Score -9506084 nChanged 34878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -9525889.000000 Penalty: 5564.250000
	Iteration 1F: 3 clusters Score -9525889 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -9526645.000000 Penalty: 5564.250000
	Iteration 2Q: 3 clusters Score -9526645 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -9527470.000000 Penalty: 5564.250000
	Iteration 3Q: 3 clusters Score -9527470 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -9528410.000000 Penalty: 5564.250000
	Iteration 4Q: 3 clusters Score -9528410 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -9529551.000000 Penalty: 5564.250000
	Iteration 5Q: 3 clusters Score -9529551 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -9531050.000000 Penalty: 5564.250000
	Iteration 6Q: 3 clusters Score -9531050 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -9533031.000000 Penalty: 5564.250000
	Iteration 7F: 3 clusters Score -9533031 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -9535589.000000 Penalty: 5564.250000
	Iteration 8F: 3 clusters Score -9535589 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -9538426.000000 Penalty: 5564.250000
	Iteration 9F: 3 clusters Score -9538426 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -9541659.000000 Penalty: 5564.250000
	Iteration 10F: 3 clusters Score -9541659 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63157 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -9544780.000000 Penalty: 5564.250000
	Iteration 11F: 3 clusters Score -9544780 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -9547582.000000 Penalty: 5564.250000
	Iteration 12Q: 3 clusters Score -9547582 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -9549574.000000 Penalty: 5564.250000
	Iteration 13Q: 3 clusters Score -9549574 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -9550934.000000 Penalty: 5564.250000
	Iteration 14Q: 3 clusters Score -9550934 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71497 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -9551845.000000 Penalty: 5564.250000
	Iteration 15Q: 3 clusters Score -9551845 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72278 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -9552456.000000 Penalty: 5564.250000
	Iteration 16Q: 3 clusters Score -9552456 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9552830.000000 Penalty: 5564.250000
	Iteration 17Q: 3 clusters Score -9552830 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9553023.000000 Penalty: 5564.250000
	Iteration 18Q: 3 clusters Score -9553023 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -9553130.000000 Penalty: 5564.250000
	Iteration 19Q: 3 clusters Score -9553130 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73444 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9553223.000000 Penalty: 5564.250000
	Iteration 20F: 3 clusters Score -9553223 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73547 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9553339.000000 Penalty: 5564.250000
	Iteration 21Q: 3 clusters Score -9553339 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73629 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9553375.000000 Penalty: 5564.250000
	Iteration 22Q: 3 clusters Score -9553375 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73690 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9553426.000000 Penalty: 5564.250000
	Iteration 23Q: 3 clusters Score -9553426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73731 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9553449.000000 Penalty: 5564.250000
	Iteration 24Q: 3 clusters Score -9553449 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73760 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9553473.000000 Penalty: 5564.250000
	Iteration 25Q: 3 clusters Score -9553473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9553497.000000 Penalty: 5564.250000
	Iteration 26Q: 3 clusters Score -9553497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9553504.000000 Penalty: 5564.250000
	Iteration 27Q: 3 clusters Score -9553504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9553514.000000 Penalty: 5564.250000
	Iteration 28Q: 3 clusters Score -9553514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73842 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9553505.000000 Penalty: 5564.250000
	Iteration 29Q: 3 clusters Score -9553505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73855 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9553531.000000 Penalty: 5564.250000
	Iteration 30Q: 3 clusters Score -9553531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73866 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9553536.000000 Penalty: 5564.250000
	Iteration 31Q: 3 clusters Score -9553536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73876 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9553544.000000 Penalty: 5564.250000
	Iteration 32Q: 3 clusters Score -9553544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73886 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9553543.000000 Penalty: 5564.250000
	Iteration 33Q: 3 clusters Score -9553543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73891 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9553555.000000 Penalty: 5564.250000
	Iteration 34Q: 3 clusters Score -9553555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9553560.000000 Penalty: 5564.250000
	Iteration 35Q: 3 clusters Score -9553560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73901 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9553557.000000 Penalty: 5564.250000
	Iteration 36Q: 3 clusters Score -9553557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73908 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9553560.000000 Penalty: 5564.250000
	Iteration 37Q: 3 clusters Score -9553560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73913 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9553562.000000 Penalty: 5564.250000
	Iteration 38Q: 3 clusters Score -9553562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73918 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9553566.000000 Penalty: 5564.250000
	Iteration 39Q: 3 clusters Score -9553566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73922 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9553574.000000 Penalty: 5564.250000
	Iteration 40F: 3 clusters Score -9553574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9553585.000000 Penalty: 5564.250000
	Iteration 41Q: 3 clusters Score -9553585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9553579.000000 Penalty: 5564.250000
	Iteration 42Q: 3 clusters Score -9553579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9553589.000000 Penalty: 5564.250000
	Iteration 43Q: 3 clusters Score -9553589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73938 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9553585.000000 Penalty: 5564.250000
	Iteration 44Q: 3 clusters Score -9553585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73938 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9553585.000000 Penalty: 5564.250000
	Iteration 45F: 3 clusters Score -9553585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -282131.718750 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -282131.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -279329.906250 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -279329.9 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -279853.093750 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -279853.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -279995.125000 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -279995.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -280078.593750 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -280078.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -280128.156250 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -280128.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -280164.250000 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -280164.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -280195.312500 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -280195.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -280211.000000 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -280211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -280216.937500 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -280216.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -280220.875000 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -280220.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -280224.218750 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -280224.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -280229.125000 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -280229.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -280232.031250 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -280232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -280236.562500 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -280236.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -280238.218750 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -280238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -280240.062500 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -280240.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -280240.687500 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -280240.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -280242.937500 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -280242.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -280243.062500 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -280243.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -280243.937500 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -280243.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -280244.468750 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -280244.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -280244.625000 Penalty: 3838.722168
	Iteration 21Q: 3 clusters Score -280244.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -280245.250000 Penalty: 3838.722168
	Iteration 22Q: 3 clusters Score -280245.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -280245.250000 Penalty: 3838.722168
	Iteration 23F: 3 clusters Score -280245.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Entering Unmasked Estep 
Score: -1598083.000000 Penalty: 2353.111084
	Iteration 0F: 2 clusters Score -1598083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1588439.500000 Penalty: 4706.222168
	Iteration 0F: 3 clusters Score -1588440 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1591518.250000 Penalty: 4706.222168
	Iteration 1F: 3 clusters Score -1591518 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1591975.375000 Penalty: 4706.222168
	Iteration 2F: 3 clusters Score -1591975 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1592323.375000 Penalty: 4706.222168
	Iteration 3F: 3 clusters Score -1592323 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1592646.125000 Penalty: 4706.222168
	Iteration 4Q: 3 clusters Score -1592646 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1592967.500000 Penalty: 4706.222168
	Iteration 5Q: 3 clusters Score -1592968 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1593245.375000 Penalty: 4706.222168
	Iteration 6Q: 3 clusters Score -1593245 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1593520.250000 Penalty: 4706.222168
	Iteration 7Q: 3 clusters Score -1593520 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1593822.250000 Penalty: 4706.222168
	Iteration 8Q: 3 clusters Score -1593822 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1594164.375000 Penalty: 4706.222168
	Iteration 9Q: 3 clusters Score -1594164 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1594478.375000 Penalty: 4706.222168
	Iteration 10Q: 3 clusters Score -1594478 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1594791.875000 Penalty: 4706.222168
	Iteration 11Q: 3 clusters Score -1594792 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1595121.250000 Penalty: 4706.222168
	Iteration 12Q: 3 clusters Score -1595121 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1595418.125000 Penalty: 4706.222168
	Iteration 13Q: 3 clusters Score -1595418 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1595696.875000 Penalty: 4706.222168
	Iteration 14Q: 3 clusters Score -1595697 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1595922.750000 Penalty: 4706.222168
	Iteration 15Q: 3 clusters Score -1595923 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1596092.500000 Penalty: 4706.222168
	Iteration 16Q: 3 clusters Score -1596092 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1596200.500000 Penalty: 4706.222168
	Iteration 17Q: 3 clusters Score -1596200 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1596263.750000 Penalty: 4706.222168
	Iteration 18Q: 3 clusters Score -1596264 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1596304.500000 Penalty: 4706.222168
	Iteration 19Q: 3 clusters Score -1596304 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1596329.250000 Penalty: 4706.222168
	Iteration 20F: 3 clusters Score -1596329 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1596346.375000 Penalty: 4706.222168
	Iteration 21Q: 3 clusters Score -1596346 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1596368.250000 Penalty: 4706.222168
	Iteration 22Q: 3 clusters Score -1596368 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1596380.750000 Penalty: 4706.222168
	Iteration 23Q: 3 clusters Score -1596381 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1596383.875000 Penalty: 4706.222168
	Iteration 24Q: 3 clusters Score -1596384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1596392.250000 Penalty: 4706.222168
	Iteration 25Q: 3 clusters Score -1596392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1596402.500000 Penalty: 4706.222168
	Iteration 26Q: 3 clusters Score -1596402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1596402.500000 Penalty: 4706.222168
	Iteration 27Q: 3 clusters Score -1596402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1596405.500000 Penalty: 4706.222168
	Iteration 28Q: 3 clusters Score -1596406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1596411.250000 Penalty: 4706.222168
	Iteration 29Q: 3 clusters Score -1596411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1596420.000000 Penalty: 4706.222168
	Iteration 30Q: 3 clusters Score -1596420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1596414.500000 Penalty: 4706.222168
	Iteration 31Q: 3 clusters Score -1596414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1596418.375000 Penalty: 4706.222168
	Iteration 32Q: 3 clusters Score -1596418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1596415.625000 Penalty: 4706.222168
	Iteration 33Q: 3 clusters Score -1596416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1596418.125000 Penalty: 4706.222168
	Iteration 34Q: 3 clusters Score -1596418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1596421.000000 Penalty: 4706.222168
	Iteration 35Q: 3 clusters Score -1596421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1596417.250000 Penalty: 4706.222168
	Iteration 36Q: 3 clusters Score -1596417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1596423.375000 Penalty: 4706.222168
	Iteration 37Q: 3 clusters Score -1596423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1596424.875000 Penalty: 4706.222168
	Iteration 38Q: 3 clusters Score -1596425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1596427.250000 Penalty: 4706.222168
	Iteration 39Q: 3 clusters Score -1596427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1596428.500000 Penalty: 4706.222168
	Iteration 40F: 3 clusters Score -1596428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1596430.875000 Penalty: 4706.222168
	Iteration 41Q: 3 clusters Score -1596431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1596430.750000 Penalty: 4706.222168
	Iteration 42Q: 3 clusters Score -1596431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1596436.750000 Penalty: 4706.222168
	Iteration 43Q: 3 clusters Score -1596437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1596438.500000 Penalty: 4706.222168
	Iteration 44Q: 3 clusters Score -1596438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1596441.375000 Penalty: 4706.222168
	Iteration 45Q: 3 clusters Score -1596441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1596441.500000 Penalty: 4706.222168
	Iteration 46Q: 3 clusters Score -1596442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1596442.000000 Penalty: 4706.222168
	Iteration 47Q: 3 clusters Score -1596442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1596439.625000 Penalty: 4706.222168
	Iteration 48Q: 3 clusters Score -1596440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1596442.875000 Penalty: 4706.222168
	Iteration 49Q: 3 clusters Score -1596443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1596443.000000 Penalty: 4706.222168
	Iteration 50Q: 3 clusters Score -1596443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1596442.250000 Penalty: 4706.222168
	Iteration 51Q: 3 clusters Score -1596442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1596441.875000 Penalty: 4706.222168
	Iteration 52Q: 3 clusters Score -1596442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1596439.875000 Penalty: 4706.222168
	Iteration 53Q: 3 clusters Score -1596440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1596441.125000 Penalty: 4706.222168
	Iteration 54Q: 3 clusters Score -1596441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1596445.500000 Penalty: 4706.222168
	Iteration 55Q: 3 clusters Score -1596446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1596443.875000 Penalty: 4706.222168
	Iteration 56Q: 3 clusters Score -1596444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1596448.375000 Penalty: 4706.222168
	Iteration 57Q: 3 clusters Score -1596448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1596451.125000 Penalty: 4706.222168
	Iteration 58Q: 3 clusters Score -1596451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1596450.625000 Penalty: 4706.222168
	Iteration 59Q: 3 clusters Score -1596451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1596452.625000 Penalty: 4706.222168
	Iteration 60F: 3 clusters Score -1596453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1596454.500000 Penalty: 4706.222168
	Iteration 61Q: 3 clusters Score -1596454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1596454.000000 Penalty: 4706.222168
	Iteration 62Q: 3 clusters Score -1596454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1596454.000000 Penalty: 4706.222168
	Iteration 63Q: 3 clusters Score -1596454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1596455.125000 Penalty: 4706.222168
	Iteration 64Q: 3 clusters Score -1596455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1596454.500000 Penalty: 4706.222168
	Iteration 65Q: 3 clusters Score -1596454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1596454.000000 Penalty: 4706.222168
	Iteration 66Q: 3 clusters Score -1596454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1596454.500000 Penalty: 4706.222168
	Iteration 67Q: 3 clusters Score -1596454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1596456.125000 Penalty: 4706.222168
	Iteration 68Q: 3 clusters Score -1596456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1596453.375000 Penalty: 4706.222168
	Iteration 69Q: 3 clusters Score -1596453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1596454.875000 Penalty: 4706.222168
	Iteration 70Q: 3 clusters Score -1596455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1596454.375000 Penalty: 4706.222168
	Iteration 71Q: 3 clusters Score -1596454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1596457.125000 Penalty: 4706.222168
	Iteration 72Q: 3 clusters Score -1596457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1596455.125000 Penalty: 4706.222168
	Iteration 73Q: 3 clusters Score -1596455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1596455.750000 Penalty: 4706.222168
	Iteration 74Q: 3 clusters Score -1596456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1596456.875000 Penalty: 4706.222168
	Iteration 75Q: 3 clusters Score -1596457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1596456.625000 Penalty: 4706.222168
	Iteration 76Q: 3 clusters Score -1596457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1596457.750000 Penalty: 4706.222168
	Iteration 77Q: 3 clusters Score -1596458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1596461.500000 Penalty: 4706.222168
	Iteration 78Q: 3 clusters Score -1596462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1596462.875000 Penalty: 4706.222168
	Iteration 79Q: 3 clusters Score -1596463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1596460.625000 Penalty: 4706.222168
	Iteration 80F: 3 clusters Score -1596461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1596464.375000 Penalty: 4706.222168
	Iteration 81Q: 3 clusters Score -1596464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1596469.875000 Penalty: 4706.222168
	Iteration 82Q: 3 clusters Score -1596470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1596467.875000 Penalty: 4706.222168
	Iteration 83Q: 3 clusters Score -1596468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1596464.750000 Penalty: 4706.222168
	Iteration 84Q: 3 clusters Score -1596465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1596464.250000 Penalty: 4706.222168
	Iteration 85Q: 3 clusters Score -1596464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1596466.250000 Penalty: 4706.222168
	Iteration 86Q: 3 clusters Score -1596466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1596466.625000 Penalty: 4706.222168
	Iteration 87Q: 3 clusters Score -1596467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1596468.750000 Penalty: 4706.222168
	Iteration 88Q: 3 clusters Score -1596469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1596468.250000 Penalty: 4706.222168
	Iteration 89Q: 3 clusters Score -1596468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1596468.625000 Penalty: 4706.222168
	Iteration 90Q: 3 clusters Score -1596469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1596468.375000 Penalty: 4706.222168
	Iteration 91Q: 3 clusters Score -1596468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1596468.625000 Penalty: 4706.222168
	Iteration 92Q: 3 clusters Score -1596469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1596468.625000 Penalty: 4706.222168
	Iteration 93F: 3 clusters Score -1596469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Entering Unmasked Estep 
Score: -1814931.125000 Penalty: 2374.475342
	Iteration 0F: 2 clusters Score -1814931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1804479.875000 Penalty: 4748.950684
	Iteration 0F: 3 clusters Score -1804480 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1807914.875000 Penalty: 4748.950684
	Iteration 1F: 3 clusters Score -1807915 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1808402.375000 Penalty: 4748.950684
	Iteration 2F: 3 clusters Score -1808402 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1808930.375000 Penalty: 4748.950684
	Iteration 3F: 3 clusters Score -1808930 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1809428.625000 Penalty: 4748.950684
	Iteration 4F: 3 clusters Score -1809429 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1809822.250000 Penalty: 4748.950684
	Iteration 5Q: 3 clusters Score -1809822 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1810207.875000 Penalty: 4748.950684
	Iteration 6Q: 3 clusters Score -1810208 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1810564.875000 Penalty: 4748.950684
	Iteration 7Q: 3 clusters Score -1810565 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1810925.250000 Penalty: 4748.950684
	Iteration 8Q: 3 clusters Score -1810925 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1811304.875000 Penalty: 4748.950684
	Iteration 9Q: 3 clusters Score -1811305 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1811647.000000 Penalty: 4748.950684
	Iteration 10Q: 3 clusters Score -1811647 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1811974.750000 Penalty: 4748.950684
	Iteration 11Q: 3 clusters Score -1811975 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1812302.750000 Penalty: 4748.950684
	Iteration 12Q: 3 clusters Score -1812303 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1812542.125000 Penalty: 4748.950684
	Iteration 13Q: 3 clusters Score -1812542 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1812763.125000 Penalty: 4748.950684
	Iteration 14Q: 3 clusters Score -1812763 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1812995.375000 Penalty: 4748.950684
	Iteration 15Q: 3 clusters Score -1812995 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1813249.375000 Penalty: 4748.950684
	Iteration 16Q: 3 clusters Score -1813249 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1813493.750000 Penalty: 4748.950684
	Iteration 17Q: 3 clusters Score -1813494 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1813732.875000 Penalty: 4748.950684
	Iteration 18Q: 3 clusters Score -1813733 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1813900.000000 Penalty: 4748.950684
	Iteration 19Q: 3 clusters Score -1813900 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1814011.125000 Penalty: 4748.950684
	Iteration 20F: 3 clusters Score -1814011 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1814114.125000 Penalty: 4748.950684
	Iteration 21Q: 3 clusters Score -1814114 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1814186.375000 Penalty: 4748.950684
	Iteration 22Q: 3 clusters Score -1814186 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1814233.500000 Penalty: 4748.950684
	Iteration 23Q: 3 clusters Score -1814234 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1814266.000000 Penalty: 4748.950684
	Iteration 24Q: 3 clusters Score -1814266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1814272.875000 Penalty: 4748.950684
	Iteration 25Q: 3 clusters Score -1814273 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1814286.625000 Penalty: 4748.950684
	Iteration 26Q: 3 clusters Score -1814287 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1814295.500000 Penalty: 4748.950684
	Iteration 27Q: 3 clusters Score -1814296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1814304.750000 Penalty: 4748.950684
	Iteration 28Q: 3 clusters Score -1814305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1814315.250000 Penalty: 4748.950684
	Iteration 29Q: 3 clusters Score -1814315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1814316.875000 Penalty: 4748.950684
	Iteration 30Q: 3 clusters Score -1814317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1814319.125000 Penalty: 4748.950684
	Iteration 31Q: 3 clusters Score -1814319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1814319.000000 Penalty: 4748.950684
	Iteration 32Q: 3 clusters Score -1814319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1814323.875000 Penalty: 4748.950684
	Iteration 33Q: 3 clusters Score -1814324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1814328.125000 Penalty: 4748.950684
	Iteration 34Q: 3 clusters Score -1814328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1814324.375000 Penalty: 4748.950684
	Iteration 35Q: 3 clusters Score -1814324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1814327.250000 Penalty: 4748.950684
	Iteration 36Q: 3 clusters Score -1814327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1814326.000000 Penalty: 4748.950684
	Iteration 37Q: 3 clusters Score -1814326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1814325.625000 Penalty: 4748.950684
	Iteration 38Q: 3 clusters Score -1814326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1814325.625000 Penalty: 4748.950684
	Iteration 39F: 3 clusters Score -1814326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Entering Unmasked Estep 
Score: -467668.468750 Penalty: 2057.234131
	Iteration 0F: 2 clusters Score -467668.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -463842.593750 Penalty: 4114.468262
	Iteration 0F: 3 clusters Score -463842.6 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -465086.000000 Penalty: 4114.468262
	Iteration 1F: 3 clusters Score -465086 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -465735.875000 Penalty: 4114.468262
	Iteration 2F: 3 clusters Score -465735.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -466238.625000 Penalty: 4114.468262
	Iteration 3F: 3 clusters Score -466238.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -466720.937500 Penalty: 4114.468262
	Iteration 4F: 3 clusters Score -466720.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -467114.562500 Penalty: 4114.468262
	Iteration 5F: 3 clusters Score -467114.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -467351.937500 Penalty: 4114.468262
	Iteration 6Q: 3 clusters Score -467351.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -467516.468750 Penalty: 4114.468262
	Iteration 7Q: 3 clusters Score -467516.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -467593.968750 Penalty: 4114.468262
	Iteration 8Q: 3 clusters Score -467594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -467633.468750 Penalty: 4114.468262
	Iteration 9Q: 3 clusters Score -467633.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -467655.937500 Penalty: 4114.468262
	Iteration 10Q: 3 clusters Score -467655.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -467677.187500 Penalty: 4114.468262
	Iteration 11Q: 3 clusters Score -467677.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -467686.750000 Penalty: 4114.468262
	Iteration 12Q: 3 clusters Score -467686.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -467694.562500 Penalty: 4114.468262
	Iteration 13Q: 3 clusters Score -467694.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -467697.062500 Penalty: 4114.468262
	Iteration 14Q: 3 clusters Score -467697.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -467700.250000 Penalty: 4114.468262
	Iteration 15Q: 3 clusters Score -467700.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -467705.812500 Penalty: 4114.468262
	Iteration 16Q: 3 clusters Score -467705.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -467711.875000 Penalty: 4114.468262
	Iteration 17Q: 3 clusters Score -467711.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -467715.625000 Penalty: 4114.468262
	Iteration 18Q: 3 clusters Score -467715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -467720.781250 Penalty: 4114.468262
	Iteration 19Q: 3 clusters Score -467720.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -467724.906250 Penalty: 4114.468262
	Iteration 20F: 3 clusters Score -467724.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -467726.156250 Penalty: 4114.468262
	Iteration 21Q: 3 clusters Score -467726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -467726.156250 Penalty: 4114.468262
	Iteration 22F: 3 clusters Score -467726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74477 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13205 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12747 members 
Mstep: Class 11 contains 167546 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56883 members 
Mstep: Class 15 contains 14955 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20017 members 
Mstep: Class 19 contains 62217 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143725 members 
Mstep: Class 30 contains 24177 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179202 members 
Mstep: Class 33 contains 51922 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8000 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Mstep: Class 45 contains 3641 members 
Entering Unmasked Estep 
Score: -150970208.000000 Penalty: 156338.828125
Splitting cluster 6 changes total score from -150971568.000000 to -150970208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (21610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Entering Unmasked Estep 
Score: -2617960.000000 Penalty: 2475.266113
	Iteration 0F: 2 clusters Score -2617960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2602906.000000 Penalty: 4950.532227
	Iteration 0F: 3 clusters Score -2602906 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2608134.250000 Penalty: 4950.532227
	Iteration 1F: 3 clusters Score -2608134 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2608715.750000 Penalty: 4950.532227
	Iteration 2F: 3 clusters Score -2608716 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2609286.750000 Penalty: 4950.532227
	Iteration 3F: 3 clusters Score -2609287 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2609934.750000 Penalty: 4950.532227
	Iteration 4F: 3 clusters Score -2609935 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2610671.000000 Penalty: 4950.532227
	Iteration 5F: 3 clusters Score -2610671 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2611471.250000 Penalty: 4950.532227
	Iteration 6F: 3 clusters Score -2611471 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2612220.500000 Penalty: 4950.532227
	Iteration 7F: 3 clusters Score -2612220 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2612878.000000 Penalty: 4950.532227
	Iteration 8Q: 3 clusters Score -2612878 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2613432.000000 Penalty: 4950.532227
	Iteration 9Q: 3 clusters Score -2613432 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2613962.000000 Penalty: 4950.532227
	Iteration 10Q: 3 clusters Score -2613962 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2614403.000000 Penalty: 4950.532227
	Iteration 11Q: 3 clusters Score -2614403 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2614652.500000 Penalty: 4950.532227
	Iteration 12Q: 3 clusters Score -2614652 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2614833.500000 Penalty: 4950.532227
	Iteration 13Q: 3 clusters Score -2614834 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2614967.000000 Penalty: 4950.532227
	Iteration 14Q: 3 clusters Score -2614967 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2615080.750000 Penalty: 4950.532227
	Iteration 15Q: 3 clusters Score -2615081 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2615182.250000 Penalty: 4950.532227
	Iteration 16Q: 3 clusters Score -2615182 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2615259.750000 Penalty: 4950.532227
	Iteration 17Q: 3 clusters Score -2615260 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2615350.750000 Penalty: 4950.532227
	Iteration 18Q: 3 clusters Score -2615351 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2615425.250000 Penalty: 4950.532227
	Iteration 19Q: 3 clusters Score -2615425 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2615480.250000 Penalty: 4950.532227
	Iteration 20F: 3 clusters Score -2615480 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2615528.250000 Penalty: 4950.532227
	Iteration 21Q: 3 clusters Score -2615528 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2615590.500000 Penalty: 4950.532227
	Iteration 22Q: 3 clusters Score -2615590 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2615646.750000 Penalty: 4950.532227
	Iteration 23Q: 3 clusters Score -2615647 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2615682.750000 Penalty: 4950.532227
	Iteration 24Q: 3 clusters Score -2615683 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2615696.750000 Penalty: 4950.532227
	Iteration 25Q: 3 clusters Score -2615697 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2615727.250000 Penalty: 4950.532227
	Iteration 26Q: 3 clusters Score -2615727 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2615750.000000 Penalty: 4950.532227
	Iteration 27Q: 3 clusters Score -2615750 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2615768.250000 Penalty: 4950.532227
	Iteration 28Q: 3 clusters Score -2615768 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2615788.000000 Penalty: 4950.532227
	Iteration 29Q: 3 clusters Score -2615788 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2615807.000000 Penalty: 4950.532227
	Iteration 30Q: 3 clusters Score -2615807 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2615830.500000 Penalty: 4950.532227
	Iteration 31Q: 3 clusters Score -2615830 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2615853.250000 Penalty: 4950.532227
	Iteration 32Q: 3 clusters Score -2615853 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2615874.750000 Penalty: 4950.532227
	Iteration 33Q: 3 clusters Score -2615875 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2615886.250000 Penalty: 4950.532227
	Iteration 34Q: 3 clusters Score -2615886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2615899.750000 Penalty: 4950.532227
	Iteration 35Q: 3 clusters Score -2615900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2615899.500000 Penalty: 4950.532227
	Iteration 36Q: 3 clusters Score -2615900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2615909.000000 Penalty: 4950.532227
	Iteration 37Q: 3 clusters Score -2615909 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2615917.250000 Penalty: 4950.532227
	Iteration 38Q: 3 clusters Score -2615917 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2615915.250000 Penalty: 4950.532227
	Iteration 39Q: 3 clusters Score -2615915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2615921.000000 Penalty: 4950.532227
	Iteration 40F: 3 clusters Score -2615921 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2615929.750000 Penalty: 4950.532227
	Iteration 41Q: 3 clusters Score -2615930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2615944.250000 Penalty: 4950.532227
	Iteration 42Q: 3 clusters Score -2615944 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2615954.500000 Penalty: 4950.532227
	Iteration 43Q: 3 clusters Score -2615954 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2615983.750000 Penalty: 4950.532227
	Iteration 44Q: 3 clusters Score -2615984 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2615994.250000 Penalty: 4950.532227
	Iteration 45Q: 3 clusters Score -2615994 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2616011.750000 Penalty: 4950.532227
	Iteration 46Q: 3 clusters Score -2616012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2616026.000000 Penalty: 4950.532227
	Iteration 47Q: 3 clusters Score -2616026 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2616046.250000 Penalty: 4950.532227
	Iteration 48Q: 3 clusters Score -2616046 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2616055.000000 Penalty: 4950.532227
	Iteration 49Q: 3 clusters Score -2616055 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2616074.500000 Penalty: 4950.532227
	Iteration 50Q: 3 clusters Score -2616074 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2616073.250000 Penalty: 4950.532227
	Iteration 51Q: 3 clusters Score -2616073 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2616097.750000 Penalty: 4950.532227
	Iteration 52Q: 3 clusters Score -2616098 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2616124.250000 Penalty: 4950.532227
	Iteration 53Q: 3 clusters Score -2616124 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2616151.500000 Penalty: 4950.532227
	Iteration 54Q: 3 clusters Score -2616152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2616189.250000 Penalty: 4950.532227
	Iteration 55Q: 3 clusters Score -2616189 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2616219.750000 Penalty: 4950.532227
	Iteration 56Q: 3 clusters Score -2616220 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2616259.000000 Penalty: 4950.532227
	Iteration 57Q: 3 clusters Score -2616259 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2616279.500000 Penalty: 4950.532227
	Iteration 58Q: 3 clusters Score -2616280 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2616308.250000 Penalty: 4950.532227
	Iteration 59Q: 3 clusters Score -2616308 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2616355.500000 Penalty: 4950.532227
	Iteration 60F: 3 clusters Score -2616356 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2616385.500000 Penalty: 4950.532227
	Iteration 61Q: 3 clusters Score -2616386 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2616414.750000 Penalty: 4950.532227
	Iteration 62Q: 3 clusters Score -2616415 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2616435.000000 Penalty: 4950.532227
	Iteration 63Q: 3 clusters Score -2616435 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2616448.000000 Penalty: 4950.532227
	Iteration 64Q: 3 clusters Score -2616448 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2616482.500000 Penalty: 4950.532227
	Iteration 65Q: 3 clusters Score -2616482 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2616498.500000 Penalty: 4950.532227
	Iteration 66Q: 3 clusters Score -2616498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2616522.250000 Penalty: 4950.532227
	Iteration 67Q: 3 clusters Score -2616522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2616536.250000 Penalty: 4950.532227
	Iteration 68Q: 3 clusters Score -2616536 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2616552.250000 Penalty: 4950.532227
	Iteration 69Q: 3 clusters Score -2616552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2616562.750000 Penalty: 4950.532227
	Iteration 70Q: 3 clusters Score -2616563 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2616566.250000 Penalty: 4950.532227
	Iteration 71Q: 3 clusters Score -2616566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2616570.500000 Penalty: 4950.532227
	Iteration 72Q: 3 clusters Score -2616570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2616580.750000 Penalty: 4950.532227
	Iteration 73Q: 3 clusters Score -2616581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2616599.000000 Penalty: 4950.532227
	Iteration 74Q: 3 clusters Score -2616599 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2616609.000000 Penalty: 4950.532227
	Iteration 75Q: 3 clusters Score -2616609 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2616611.750000 Penalty: 4950.532227
	Iteration 76Q: 3 clusters Score -2616612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2616625.750000 Penalty: 4950.532227
	Iteration 77Q: 3 clusters Score -2616626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2616627.000000 Penalty: 4950.532227
	Iteration 78Q: 3 clusters Score -2616627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2616628.750000 Penalty: 4950.532227
	Iteration 79Q: 3 clusters Score -2616629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2616631.500000 Penalty: 4950.532227
	Iteration 80F: 3 clusters Score -2616632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2616642.000000 Penalty: 4950.532227
	Iteration 81Q: 3 clusters Score -2616642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2616643.500000 Penalty: 4950.532227
	Iteration 82Q: 3 clusters Score -2616644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2616641.750000 Penalty: 4950.532227
	Iteration 83Q: 3 clusters Score -2616642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2616644.250000 Penalty: 4950.532227
	Iteration 84Q: 3 clusters Score -2616644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2616641.750000 Penalty: 4950.532227
	Iteration 85Q: 3 clusters Score -2616642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2616648.500000 Penalty: 4950.532227
	Iteration 86Q: 3 clusters Score -2616648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2616652.750000 Penalty: 4950.532227
	Iteration 87Q: 3 clusters Score -2616653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2616656.500000 Penalty: 4950.532227
	Iteration 88Q: 3 clusters Score -2616656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2616656.500000 Penalty: 4950.532227
	Iteration 89Q: 3 clusters Score -2616656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2616661.250000 Penalty: 4950.532227
	Iteration 90Q: 3 clusters Score -2616661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2616654.000000 Penalty: 4950.532227
	Iteration 91Q: 3 clusters Score -2616654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2616658.250000 Penalty: 4950.532227
	Iteration 92Q: 3 clusters Score -2616658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2616659.250000 Penalty: 4950.532227
	Iteration 93Q: 3 clusters Score -2616659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2616661.750000 Penalty: 4950.532227
	Iteration 94Q: 3 clusters Score -2616662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2616664.750000 Penalty: 4950.532227
	Iteration 95Q: 3 clusters Score -2616665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2616665.000000 Penalty: 4950.532227
	Iteration 96Q: 3 clusters Score -2616665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2616663.000000 Penalty: 4950.532227
	Iteration 97Q: 3 clusters Score -2616663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2616663.500000 Penalty: 4950.532227
	Iteration 98Q: 3 clusters Score -2616664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2616663.500000 Penalty: 4950.532227
	Iteration 99F: 3 clusters Score -2616664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Entering Unmasked Estep 
Score: -910168.187500 Penalty: 2235.854248
	Iteration 0F: 2 clusters Score -910168.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -903564.250000 Penalty: 4471.708496
	Iteration 0F: 3 clusters Score -903564.2 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -905749.625000 Penalty: 4471.708496
	Iteration 1F: 3 clusters Score -905749.6 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -906578.562500 Penalty: 4471.708496
	Iteration 2F: 3 clusters Score -906578.6 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -907521.875000 Penalty: 4471.708496
	Iteration 3F: 3 clusters Score -907521.9 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -908341.687500 Penalty: 4471.708496
	Iteration 4F: 3 clusters Score -908341.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -908868.437500 Penalty: 4471.708496
	Iteration 5F: 3 clusters Score -908868.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -909112.437500 Penalty: 4471.708496
	Iteration 6Q: 3 clusters Score -909112.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -909238.500000 Penalty: 4471.708496
	Iteration 7Q: 3 clusters Score -909238.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -909299.375000 Penalty: 4471.708496
	Iteration 8Q: 3 clusters Score -909299.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -909333.562500 Penalty: 4471.708496
	Iteration 9Q: 3 clusters Score -909333.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -909365.000000 Penalty: 4471.708496
	Iteration 10Q: 3 clusters Score -909365 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -909381.312500 Penalty: 4471.708496
	Iteration 11Q: 3 clusters Score -909381.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -909400.625000 Penalty: 4471.708496
	Iteration 12Q: 3 clusters Score -909400.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -909415.687500 Penalty: 4471.708496
	Iteration 13Q: 3 clusters Score -909415.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -909426.187500 Penalty: 4471.708496
	Iteration 14Q: 3 clusters Score -909426.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -909433.312500 Penalty: 4471.708496
	Iteration 15Q: 3 clusters Score -909433.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -909445.687500 Penalty: 4471.708496
	Iteration 16Q: 3 clusters Score -909445.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -909455.500000 Penalty: 4471.708496
	Iteration 17Q: 3 clusters Score -909455.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -909461.625000 Penalty: 4471.708496
	Iteration 18Q: 3 clusters Score -909461.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -909466.125000 Penalty: 4471.708496
	Iteration 19Q: 3 clusters Score -909466.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -909472.687500 Penalty: 4471.708496
	Iteration 20F: 3 clusters Score -909472.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -909475.125000 Penalty: 4471.708496
	Iteration 21Q: 3 clusters Score -909475.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -909479.750000 Penalty: 4471.708496
	Iteration 22Q: 3 clusters Score -909479.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -909483.000000 Penalty: 4471.708496
	Iteration 23Q: 3 clusters Score -909483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -909486.062500 Penalty: 4471.708496
	Iteration 24Q: 3 clusters Score -909486.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -909490.000000 Penalty: 4471.708496
	Iteration 25Q: 3 clusters Score -909490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -909488.875000 Penalty: 4471.708496
	Iteration 26Q: 3 clusters Score -909488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -909489.500000 Penalty: 4471.708496
	Iteration 27Q: 3 clusters Score -909489.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -909489.500000 Penalty: 4471.708496
	Iteration 28F: 3 clusters Score -909489.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Entering Unmasked Estep 
Score: -351101.437500 Penalty: 1958.068115
	Iteration 0F: 2 clusters Score -351101.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -348031.937500 Penalty: 3916.136230
	Iteration 0F: 3 clusters Score -348031.9 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -348640.343750 Penalty: 3916.136230
	Iteration 1F: 3 clusters Score -348640.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -348798.343750 Penalty: 3916.136230
	Iteration 2F: 3 clusters Score -348798.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -348870.281250 Penalty: 3916.136230
	Iteration 3Q: 3 clusters Score -348870.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -348922.531250 Penalty: 3916.136230
	Iteration 4Q: 3 clusters Score -348922.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -348948.187500 Penalty: 3916.136230
	Iteration 5Q: 3 clusters Score -348948.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -348966.093750 Penalty: 3916.136230
	Iteration 6Q: 3 clusters Score -348966.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -348977.968750 Penalty: 3916.136230
	Iteration 7Q: 3 clusters Score -348978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -348992.218750 Penalty: 3916.136230
	Iteration 8Q: 3 clusters Score -348992.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -349001.906250 Penalty: 3916.136230
	Iteration 9Q: 3 clusters Score -349001.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -349009.343750 Penalty: 3916.136230
	Iteration 10Q: 3 clusters Score -349009.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -349022.500000 Penalty: 3916.136230
	Iteration 11Q: 3 clusters Score -349022.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -349028.687500 Penalty: 3916.136230
	Iteration 12Q: 3 clusters Score -349028.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -349036.812500 Penalty: 3916.136230
	Iteration 13Q: 3 clusters Score -349036.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -349047.156250 Penalty: 3916.136230
	Iteration 14Q: 3 clusters Score -349047.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -349059.531250 Penalty: 3916.136230
	Iteration 15Q: 3 clusters Score -349059.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -349066.656250 Penalty: 3916.136230
	Iteration 16Q: 3 clusters Score -349066.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -349073.031250 Penalty: 3916.136230
	Iteration 17Q: 3 clusters Score -349073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -349077.781250 Penalty: 3916.136230
	Iteration 18Q: 3 clusters Score -349077.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -349080.656250 Penalty: 3916.136230
	Iteration 19Q: 3 clusters Score -349080.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -349084.343750 Penalty: 3916.136230
	Iteration 20F: 3 clusters Score -349084.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -349086.218750 Penalty: 3916.136230
	Iteration 21Q: 3 clusters Score -349086.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -349089.781250 Penalty: 3916.136230
	Iteration 22Q: 3 clusters Score -349089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -349092.406250 Penalty: 3916.136230
	Iteration 23Q: 3 clusters Score -349092.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -349098.843750 Penalty: 3916.136230
	Iteration 24Q: 3 clusters Score -349098.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -349103.687500 Penalty: 3916.136230
	Iteration 25Q: 3 clusters Score -349103.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -349105.656250 Penalty: 3916.136230
	Iteration 26Q: 3 clusters Score -349105.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -349107.218750 Penalty: 3916.136230
	Iteration 27Q: 3 clusters Score -349107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -349107.875000 Penalty: 3916.136230
	Iteration 28Q: 3 clusters Score -349107.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -349108.437500 Penalty: 3916.136230
	Iteration 29Q: 3 clusters Score -349108.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -349109.687500 Penalty: 3916.136230
	Iteration 30Q: 3 clusters Score -349109.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -349109.500000 Penalty: 3916.136230
	Iteration 31Q: 3 clusters Score -349109.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -349109.500000 Penalty: 3916.136230
	Iteration 32F: 3 clusters Score -349109.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Entering Unmasked Estep 
Score: -1616404.500000 Penalty: 2344.356689
	Iteration 0F: 2 clusters Score -1616404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1606971.250000 Penalty: 4688.713379
	Iteration 0F: 3 clusters Score -1606971 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1609939.750000 Penalty: 4688.713379
	Iteration 1F: 3 clusters Score -1609940 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1610424.000000 Penalty: 4688.713379
	Iteration 2F: 3 clusters Score -1610424 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1610941.625000 Penalty: 4688.713379
	Iteration 3F: 3 clusters Score -1610942 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1611550.125000 Penalty: 4688.713379
	Iteration 4F: 3 clusters Score -1611550 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1612149.625000 Penalty: 4688.713379
	Iteration 5F: 3 clusters Score -1612150 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1612726.375000 Penalty: 4688.713379
	Iteration 6F: 3 clusters Score -1612726 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1613177.500000 Penalty: 4688.713379
	Iteration 7F: 3 clusters Score -1613178 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1613484.000000 Penalty: 4688.713379
	Iteration 8Q: 3 clusters Score -1613484 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1613691.875000 Penalty: 4688.713379
	Iteration 9Q: 3 clusters Score -1613692 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1613824.375000 Penalty: 4688.713379
	Iteration 10Q: 3 clusters Score -1613824 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1613920.250000 Penalty: 4688.713379
	Iteration 11Q: 3 clusters Score -1613920 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1613997.250000 Penalty: 4688.713379
	Iteration 12Q: 3 clusters Score -1613997 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1614059.750000 Penalty: 4688.713379
	Iteration 13Q: 3 clusters Score -1614060 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1614119.500000 Penalty: 4688.713379
	Iteration 14Q: 3 clusters Score -1614120 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1614184.750000 Penalty: 4688.713379
	Iteration 15Q: 3 clusters Score -1614185 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1614236.250000 Penalty: 4688.713379
	Iteration 16Q: 3 clusters Score -1614236 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1614289.500000 Penalty: 4688.713379
	Iteration 17Q: 3 clusters Score -1614290 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1614334.625000 Penalty: 4688.713379
	Iteration 18Q: 3 clusters Score -1614335 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1614386.875000 Penalty: 4688.713379
	Iteration 19Q: 3 clusters Score -1614387 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1614447.375000 Penalty: 4688.713379
	Iteration 20F: 3 clusters Score -1614447 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1614498.875000 Penalty: 4688.713379
	Iteration 21Q: 3 clusters Score -1614499 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1614541.000000 Penalty: 4688.713379
	Iteration 22Q: 3 clusters Score -1614541 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1614588.750000 Penalty: 4688.713379
	Iteration 23Q: 3 clusters Score -1614589 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1614621.750000 Penalty: 4688.713379
	Iteration 24Q: 3 clusters Score -1614622 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1614678.500000 Penalty: 4688.713379
	Iteration 25Q: 3 clusters Score -1614678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1614724.250000 Penalty: 4688.713379
	Iteration 26Q: 3 clusters Score -1614724 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1614753.000000 Penalty: 4688.713379
	Iteration 27Q: 3 clusters Score -1614753 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1614802.875000 Penalty: 4688.713379
	Iteration 28Q: 3 clusters Score -1614803 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1614839.500000 Penalty: 4688.713379
	Iteration 29Q: 3 clusters Score -1614840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1614873.625000 Penalty: 4688.713379
	Iteration 30Q: 3 clusters Score -1614874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1614905.750000 Penalty: 4688.713379
	Iteration 31Q: 3 clusters Score -1614906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1614932.125000 Penalty: 4688.713379
	Iteration 32Q: 3 clusters Score -1614932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1614949.375000 Penalty: 4688.713379
	Iteration 33Q: 3 clusters Score -1614949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1614963.000000 Penalty: 4688.713379
	Iteration 34Q: 3 clusters Score -1614963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1614981.250000 Penalty: 4688.713379
	Iteration 35Q: 3 clusters Score -1614981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1614998.625000 Penalty: 4688.713379
	Iteration 36Q: 3 clusters Score -1614999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1615013.250000 Penalty: 4688.713379
	Iteration 37Q: 3 clusters Score -1615013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1615031.250000 Penalty: 4688.713379
	Iteration 38Q: 3 clusters Score -1615031 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1615055.375000 Penalty: 4688.713379
	Iteration 39Q: 3 clusters Score -1615055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1615070.750000 Penalty: 4688.713379
	Iteration 40F: 3 clusters Score -1615071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1615093.250000 Penalty: 4688.713379
	Iteration 41Q: 3 clusters Score -1615093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1615112.500000 Penalty: 4688.713379
	Iteration 42Q: 3 clusters Score -1615112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1615114.875000 Penalty: 4688.713379
	Iteration 43Q: 3 clusters Score -1615115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1615120.375000 Penalty: 4688.713379
	Iteration 44Q: 3 clusters Score -1615120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1615120.500000 Penalty: 4688.713379
	Iteration 45Q: 3 clusters Score -1615120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1615120.750000 Penalty: 4688.713379
	Iteration 46Q: 3 clusters Score -1615121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1615125.250000 Penalty: 4688.713379
	Iteration 47Q: 3 clusters Score -1615125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1615123.000000 Penalty: 4688.713379
	Iteration 48Q: 3 clusters Score -1615123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1615127.625000 Penalty: 4688.713379
	Iteration 49Q: 3 clusters Score -1615128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1615128.375000 Penalty: 4688.713379
	Iteration 50Q: 3 clusters Score -1615128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1615127.375000 Penalty: 4688.713379
	Iteration 51Q: 3 clusters Score -1615127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1615127.375000 Penalty: 4688.713379
	Iteration 52F: 3 clusters Score -1615127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167546 members 
Entering Unmasked Estep 
Score: -21704174.000000 Penalty: 2983.195312
	Iteration 0F: 2 clusters Score -2.170417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84290 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -21596564.000000 Penalty: 5966.390625
	Iteration 0F: 3 clusters Score -2.159656e+07 nChanged 80124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92432 members 
Mstep: Class 2 contains 75114 members 
Entering Unmasked Estep 
Score: -21643584.000000 Penalty: 5966.390625
	Iteration 1F: 3 clusters Score -2.164358e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97576 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -21645830.000000 Penalty: 5966.390625
	Iteration 2Q: 3 clusters Score -2.164583e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105457 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -21649852.000000 Penalty: 5966.390625
	Iteration 3F: 3 clusters Score -2.164985e+07 nChanged 11803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116784 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -21657058.000000 Penalty: 5966.390625
	Iteration 4F: 3 clusters Score -2.165706e+07 nChanged 14650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131136 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -21668636.000000 Penalty: 5966.390625
	Iteration 5F: 3 clusters Score -2.166864e+07 nChanged 14768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145804 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -21681686.000000 Penalty: 5966.390625
	Iteration 6F: 3 clusters Score -2.168169e+07 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157001 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -21692534.000000 Penalty: 5966.390625
	Iteration 7F: 3 clusters Score -2.169253e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163342 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -21698176.000000 Penalty: 5966.390625
	Iteration 8Q: 3 clusters Score -2.169818e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166077 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -21700354.000000 Penalty: 5966.390625
	Iteration 9Q: 3 clusters Score -2.170035e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166971 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -21701032.000000 Penalty: 5966.390625
	Iteration 10Q: 3 clusters Score -2.170103e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167200 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21701320.000000 Penalty: 5966.390625
	Iteration 11Q: 3 clusters Score -2.170132e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167262 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21701438.000000 Penalty: 5966.390625
	Iteration 12Q: 3 clusters Score -2.170144e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21701466.000000 Penalty: 5966.390625
	Iteration 13Q: 3 clusters Score -2.170147e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167294 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21701486.000000 Penalty: 5966.390625
	Iteration 14Q: 3 clusters Score -2.170149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167303 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21701516.000000 Penalty: 5966.390625
	Iteration 15Q: 3 clusters Score -2.170152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167306 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21701512.000000 Penalty: 5966.390625
	Iteration 16Q: 3 clusters Score -2.170151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167310 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21701524.000000 Penalty: 5966.390625
	Iteration 17Q: 3 clusters Score -2.170152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167309 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21701530.000000 Penalty: 5966.390625
	Iteration 18Q: 3 clusters Score -2.170153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167308 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21701530.000000 Penalty: 5966.390625
	Iteration 19Q: 3 clusters Score -2.170153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167308 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21701534.000000 Penalty: 5966.390625
	Iteration 20F: 3 clusters Score -2.170153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167307 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21701532.000000 Penalty: 5966.390625
	Iteration 21Q: 3 clusters Score -2.170153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167307 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21701532.000000 Penalty: 5966.390625
	Iteration 22F: 3 clusters Score -2.170153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Entering Unmasked Estep 
Score: -2485653.500000 Penalty: 2448.011963
	Iteration 0F: 2 clusters Score -2485654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2471995.000000 Penalty: 4896.023926
	Iteration 0F: 3 clusters Score -2471995 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2476535.750000 Penalty: 4896.023926
	Iteration 1F: 3 clusters Score -2476536 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2476967.500000 Penalty: 4896.023926
	Iteration 2F: 3 clusters Score -2476968 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2477360.250000 Penalty: 4896.023926
	Iteration 3Q: 3 clusters Score -2477360 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2477714.750000 Penalty: 4896.023926
	Iteration 4Q: 3 clusters Score -2477715 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2478081.500000 Penalty: 4896.023926
	Iteration 5Q: 3 clusters Score -2478082 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2478505.000000 Penalty: 4896.023926
	Iteration 6Q: 3 clusters Score -2478505 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2479069.750000 Penalty: 4896.023926
	Iteration 7F: 3 clusters Score -2479070 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2479777.000000 Penalty: 4896.023926
	Iteration 8F: 3 clusters Score -2479777 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2480584.250000 Penalty: 4896.023926
	Iteration 9F: 3 clusters Score -2480584 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2481406.750000 Penalty: 4896.023926
	Iteration 10F: 3 clusters Score -2481407 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2482082.750000 Penalty: 4896.023926
	Iteration 11Q: 3 clusters Score -2482083 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2482583.000000 Penalty: 4896.023926
	Iteration 12Q: 3 clusters Score -2482583 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2482890.500000 Penalty: 4896.023926
	Iteration 13Q: 3 clusters Score -2482890 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2483097.500000 Penalty: 4896.023926
	Iteration 14Q: 3 clusters Score -2483098 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2483254.000000 Penalty: 4896.023926
	Iteration 15Q: 3 clusters Score -2483254 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2483364.250000 Penalty: 4896.023926
	Iteration 16Q: 3 clusters Score -2483364 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2483450.000000 Penalty: 4896.023926
	Iteration 17Q: 3 clusters Score -2483450 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2483495.250000 Penalty: 4896.023926
	Iteration 18Q: 3 clusters Score -2483495 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2483546.000000 Penalty: 4896.023926
	Iteration 19Q: 3 clusters Score -2483546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2483592.500000 Penalty: 4896.023926
	Iteration 20F: 3 clusters Score -2483592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2483613.250000 Penalty: 4896.023926
	Iteration 21Q: 3 clusters Score -2483613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2483620.250000 Penalty: 4896.023926
	Iteration 22Q: 3 clusters Score -2483620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2483627.750000 Penalty: 4896.023926
	Iteration 23Q: 3 clusters Score -2483628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2483644.000000 Penalty: 4896.023926
	Iteration 24Q: 3 clusters Score -2483644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2483650.250000 Penalty: 4896.023926
	Iteration 25Q: 3 clusters Score -2483650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2483658.500000 Penalty: 4896.023926
	Iteration 26Q: 3 clusters Score -2483658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2483665.750000 Penalty: 4896.023926
	Iteration 27Q: 3 clusters Score -2483666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2483680.000000 Penalty: 4896.023926
	Iteration 28Q: 3 clusters Score -2483680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2483686.750000 Penalty: 4896.023926
	Iteration 29Q: 3 clusters Score -2483687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2483687.250000 Penalty: 4896.023926
	Iteration 30Q: 3 clusters Score -2483687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2483692.000000 Penalty: 4896.023926
	Iteration 31Q: 3 clusters Score -2483692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2483691.500000 Penalty: 4896.023926
	Iteration 32Q: 3 clusters Score -2483692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2483692.250000 Penalty: 4896.023926
	Iteration 33Q: 3 clusters Score -2483692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2483697.500000 Penalty: 4896.023926
	Iteration 34Q: 3 clusters Score -2483698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2483699.000000 Penalty: 4896.023926
	Iteration 35Q: 3 clusters Score -2483699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2483698.750000 Penalty: 4896.023926
	Iteration 36Q: 3 clusters Score -2483699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2483701.000000 Penalty: 4896.023926
	Iteration 37Q: 3 clusters Score -2483701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2483701.750000 Penalty: 4896.023926
	Iteration 38Q: 3 clusters Score -2483702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2483701.750000 Penalty: 4896.023926
	Iteration 39F: 3 clusters Score -2483702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Entering Unmasked Estep 
Score: -649842.125000 Penalty: 2114.338379
	Iteration 0F: 2 clusters Score -649842.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -645284.312500 Penalty: 4228.676758
	Iteration 0F: 3 clusters Score -645284.3 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -646360.125000 Penalty: 4228.676758
	Iteration 1F: 3 clusters Score -646360.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -646579.000000 Penalty: 4228.676758
	Iteration 2F: 3 clusters Score -646579 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -646714.312500 Penalty: 4228.676758
	Iteration 3Q: 3 clusters Score -646714.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -646827.062500 Penalty: 4228.676758
	Iteration 4Q: 3 clusters Score -646827.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -646923.375000 Penalty: 4228.676758
	Iteration 5Q: 3 clusters Score -646923.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -647020.562500 Penalty: 4228.676758
	Iteration 6Q: 3 clusters Score -647020.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -647132.937500 Penalty: 4228.676758
	Iteration 7Q: 3 clusters Score -647132.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -647234.750000 Penalty: 4228.676758
	Iteration 8Q: 3 clusters Score -647234.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -647324.062500 Penalty: 4228.676758
	Iteration 9Q: 3 clusters Score -647324.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -647422.812500 Penalty: 4228.676758
	Iteration 10Q: 3 clusters Score -647422.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -647515.937500 Penalty: 4228.676758
	Iteration 11Q: 3 clusters Score -647515.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -647601.125000 Penalty: 4228.676758
	Iteration 12Q: 3 clusters Score -647601.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -647686.750000 Penalty: 4228.676758
	Iteration 13Q: 3 clusters Score -647686.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -647756.187500 Penalty: 4228.676758
	Iteration 14Q: 3 clusters Score -647756.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -647818.562500 Penalty: 4228.676758
	Iteration 15Q: 3 clusters Score -647818.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -647875.062500 Penalty: 4228.676758
	Iteration 16Q: 3 clusters Score -647875.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -647923.437500 Penalty: 4228.676758
	Iteration 17Q: 3 clusters Score -647923.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -647961.687500 Penalty: 4228.676758
	Iteration 18Q: 3 clusters Score -647961.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -647988.812500 Penalty: 4228.676758
	Iteration 19Q: 3 clusters Score -647988.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -648011.562500 Penalty: 4228.676758
	Iteration 20F: 3 clusters Score -648011.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -648037.312500 Penalty: 4228.676758
	Iteration 21Q: 3 clusters Score -648037.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -648061.562500 Penalty: 4228.676758
	Iteration 22Q: 3 clusters Score -648061.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -648080.125000 Penalty: 4228.676758
	Iteration 23Q: 3 clusters Score -648080.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -648090.812500 Penalty: 4228.676758
	Iteration 24Q: 3 clusters Score -648090.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -648098.875000 Penalty: 4228.676758
	Iteration 25Q: 3 clusters Score -648098.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -648106.562500 Penalty: 4228.676758
	Iteration 26Q: 3 clusters Score -648106.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -648111.500000 Penalty: 4228.676758
	Iteration 27Q: 3 clusters Score -648111.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -648117.562500 Penalty: 4228.676758
	Iteration 28Q: 3 clusters Score -648117.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -648125.062500 Penalty: 4228.676758
	Iteration 29Q: 3 clusters Score -648125.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -648125.812500 Penalty: 4228.676758
	Iteration 30Q: 3 clusters Score -648125.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -648127.125000 Penalty: 4228.676758
	Iteration 31Q: 3 clusters Score -648127.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -648137.125000 Penalty: 4228.676758
	Iteration 32Q: 3 clusters Score -648137.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -648145.812500 Penalty: 4228.676758
	Iteration 33Q: 3 clusters Score -648145.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -648152.750000 Penalty: 4228.676758
	Iteration 34Q: 3 clusters Score -648152.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -648157.437500 Penalty: 4228.676758
	Iteration 35Q: 3 clusters Score -648157.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -648162.187500 Penalty: 4228.676758
	Iteration 36Q: 3 clusters Score -648162.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -648167.375000 Penalty: 4228.676758
	Iteration 37Q: 3 clusters Score -648167.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -648168.562500 Penalty: 4228.676758
	Iteration 38Q: 3 clusters Score -648168.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -648168.437500 Penalty: 4228.676758
	Iteration 39Q: 3 clusters Score -648168.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -648169.937500 Penalty: 4228.676758
	Iteration 40F: 3 clusters Score -648169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -648171.937500 Penalty: 4228.676758
	Iteration 41Q: 3 clusters Score -648171.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -648173.250000 Penalty: 4228.676758
	Iteration 42Q: 3 clusters Score -648173.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -648173.250000 Penalty: 4228.676758
	Iteration 43F: 3 clusters Score -648173.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Entering Unmasked Estep 
Score: -6946548.000000 Penalty: 2715.290283
	Iteration 0F: 2 clusters Score -6946548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -6908379.000000 Penalty: 5430.580566
	Iteration 0F: 3 clusters Score -6908379 nChanged 26312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -6923445.500000 Penalty: 5430.580566
	Iteration 1F: 3 clusters Score -6923446 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -6924339.000000 Penalty: 5430.580566
	Iteration 2Q: 3 clusters Score -6924339 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -6925270.500000 Penalty: 5430.580566
	Iteration 3Q: 3 clusters Score -6925270 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -6926423.000000 Penalty: 5430.580566
	Iteration 4Q: 3 clusters Score -6926423 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -6927897.000000 Penalty: 5430.580566
	Iteration 5F: 3 clusters Score -6927897 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -6929909.000000 Penalty: 5430.580566
	Iteration 6F: 3 clusters Score -6929909 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -6932318.500000 Penalty: 5430.580566
	Iteration 7F: 3 clusters Score -6932318 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -6934872.500000 Penalty: 5430.580566
	Iteration 8F: 3 clusters Score -6934872 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -6937366.500000 Penalty: 5430.580566
	Iteration 9F: 3 clusters Score -6937366 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -6939628.000000 Penalty: 5430.580566
	Iteration 10Q: 3 clusters Score -6939628 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -6941311.000000 Penalty: 5430.580566
	Iteration 11Q: 3 clusters Score -6941311 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -6942603.500000 Penalty: 5430.580566
	Iteration 12Q: 3 clusters Score -6942604 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -6943457.500000 Penalty: 5430.580566
	Iteration 13Q: 3 clusters Score -6943458 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -6943947.500000 Penalty: 5430.580566
	Iteration 14Q: 3 clusters Score -6943948 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -6944218.000000 Penalty: 5430.580566
	Iteration 15Q: 3 clusters Score -6944218 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6944396.000000 Penalty: 5430.580566
	Iteration 16Q: 3 clusters Score -6944396 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6944511.000000 Penalty: 5430.580566
	Iteration 17Q: 3 clusters Score -6944511 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6944595.000000 Penalty: 5430.580566
	Iteration 18Q: 3 clusters Score -6944595 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6944655.000000 Penalty: 5430.580566
	Iteration 19Q: 3 clusters Score -6944655 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6944686.500000 Penalty: 5430.580566
	Iteration 20F: 3 clusters Score -6944686 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6944706.500000 Penalty: 5430.580566
	Iteration 21Q: 3 clusters Score -6944706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6944734.500000 Penalty: 5430.580566
	Iteration 22Q: 3 clusters Score -6944734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6944748.500000 Penalty: 5430.580566
	Iteration 23Q: 3 clusters Score -6944748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6944757.500000 Penalty: 5430.580566
	Iteration 24Q: 3 clusters Score -6944758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6944764.500000 Penalty: 5430.580566
	Iteration 25Q: 3 clusters Score -6944764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6944771.000000 Penalty: 5430.580566
	Iteration 26Q: 3 clusters Score -6944771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6944761.500000 Penalty: 5430.580566
	Iteration 27Q: 3 clusters Score -6944762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6944774.000000 Penalty: 5430.580566
	Iteration 28Q: 3 clusters Score -6944774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6944770.500000 Penalty: 5430.580566
	Iteration 29Q: 3 clusters Score -6944770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6944773.000000 Penalty: 5430.580566
	Iteration 30Q: 3 clusters Score -6944773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6944778.500000 Penalty: 5430.580566
	Iteration 31Q: 3 clusters Score -6944778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6944778.500000 Penalty: 5430.580566
	Iteration 32Q: 3 clusters Score -6944778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6944773.500000 Penalty: 5430.580566
	Iteration 33Q: 3 clusters Score -6944774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6944771.000000 Penalty: 5430.580566
	Iteration 34Q: 3 clusters Score -6944771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6944774.000000 Penalty: 5430.580566
	Iteration 35Q: 3 clusters Score -6944774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6944770.000000 Penalty: 5430.580566
	Iteration 36Q: 3 clusters Score -6944770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6944771.000000 Penalty: 5430.580566
	Iteration 37Q: 3 clusters Score -6944771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6944771.000000 Penalty: 5430.580566
	Iteration 38F: 3 clusters Score -6944771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Entering Unmasked Estep 
Score: -1804109.875000 Penalty: 2383.974609
	Iteration 0F: 2 clusters Score -1804110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1793235.000000 Penalty: 4767.949219
	Iteration 0F: 3 clusters Score -1793235 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1796771.375000 Penalty: 4767.949219
	Iteration 1F: 3 clusters Score -1796771 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1797247.000000 Penalty: 4767.949219
	Iteration 2F: 3 clusters Score -1797247 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1797626.875000 Penalty: 4767.949219
	Iteration 3F: 3 clusters Score -1797627 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1797944.500000 Penalty: 4767.949219
	Iteration 4Q: 3 clusters Score -1797944 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1798276.875000 Penalty: 4767.949219
	Iteration 5Q: 3 clusters Score -1798277 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1798700.875000 Penalty: 4767.949219
	Iteration 6Q: 3 clusters Score -1798701 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1799162.875000 Penalty: 4767.949219
	Iteration 7Q: 3 clusters Score -1799163 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1799687.375000 Penalty: 4767.949219
	Iteration 8Q: 3 clusters Score -1799687 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1800163.250000 Penalty: 4767.949219
	Iteration 9Q: 3 clusters Score -1800163 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1800669.000000 Penalty: 4767.949219
	Iteration 10Q: 3 clusters Score -1800669 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1801153.750000 Penalty: 4767.949219
	Iteration 11Q: 3 clusters Score -1801154 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1801491.750000 Penalty: 4767.949219
	Iteration 12Q: 3 clusters Score -1801492 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1801707.375000 Penalty: 4767.949219
	Iteration 13Q: 3 clusters Score -1801707 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1801839.250000 Penalty: 4767.949219
	Iteration 14Q: 3 clusters Score -1801839 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1801915.125000 Penalty: 4767.949219
	Iteration 15Q: 3 clusters Score -1801915 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1801972.625000 Penalty: 4767.949219
	Iteration 16Q: 3 clusters Score -1801973 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1802024.250000 Penalty: 4767.949219
	Iteration 17Q: 3 clusters Score -1802024 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1802057.625000 Penalty: 4767.949219
	Iteration 18Q: 3 clusters Score -1802058 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1802082.125000 Penalty: 4767.949219
	Iteration 19Q: 3 clusters Score -1802082 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1802096.375000 Penalty: 4767.949219
	Iteration 20F: 3 clusters Score -1802096 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1802126.250000 Penalty: 4767.949219
	Iteration 21Q: 3 clusters Score -1802126 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1802144.875000 Penalty: 4767.949219
	Iteration 22Q: 3 clusters Score -1802145 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1802155.625000 Penalty: 4767.949219
	Iteration 23Q: 3 clusters Score -1802156 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1802171.875000 Penalty: 4767.949219
	Iteration 24Q: 3 clusters Score -1802172 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1802179.750000 Penalty: 4767.949219
	Iteration 25Q: 3 clusters Score -1802180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1802188.875000 Penalty: 4767.949219
	Iteration 26Q: 3 clusters Score -1802189 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1802206.625000 Penalty: 4767.949219
	Iteration 27Q: 3 clusters Score -1802207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1802219.250000 Penalty: 4767.949219
	Iteration 28Q: 3 clusters Score -1802219 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1802233.625000 Penalty: 4767.949219
	Iteration 29Q: 3 clusters Score -1802234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1802241.875000 Penalty: 4767.949219
	Iteration 30Q: 3 clusters Score -1802242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1802241.000000 Penalty: 4767.949219
	Iteration 31Q: 3 clusters Score -1802241 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1802251.875000 Penalty: 4767.949219
	Iteration 32Q: 3 clusters Score -1802252 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1802256.625000 Penalty: 4767.949219
	Iteration 33Q: 3 clusters Score -1802257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1802261.000000 Penalty: 4767.949219
	Iteration 34Q: 3 clusters Score -1802261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1802265.375000 Penalty: 4767.949219
	Iteration 35Q: 3 clusters Score -1802265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1802269.250000 Penalty: 4767.949219
	Iteration 36Q: 3 clusters Score -1802269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1802271.625000 Penalty: 4767.949219
	Iteration 37Q: 3 clusters Score -1802272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1802270.750000 Penalty: 4767.949219
	Iteration 38Q: 3 clusters Score -1802271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1802274.375000 Penalty: 4767.949219
	Iteration 39Q: 3 clusters Score -1802274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1802276.250000 Penalty: 4767.949219
	Iteration 40F: 3 clusters Score -1802276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1802277.500000 Penalty: 4767.949219
	Iteration 41Q: 3 clusters Score -1802278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1802279.750000 Penalty: 4767.949219
	Iteration 42Q: 3 clusters Score -1802280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1802281.125000 Penalty: 4767.949219
	Iteration 43Q: 3 clusters Score -1802281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1802279.375000 Penalty: 4767.949219
	Iteration 44Q: 3 clusters Score -1802279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1802279.000000 Penalty: 4767.949219
	Iteration 45Q: 3 clusters Score -1802279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1802279.000000 Penalty: 4767.949219
	Iteration 46F: 3 clusters Score -1802279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97720 members 
Entering Unmasked Estep 
Score: -12676580.000000 Penalty: 2849.485596
	Iteration 0F: 2 clusters Score -1.267658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -12611483.000000 Penalty: 5698.971191
	Iteration 0F: 3 clusters Score -1.261148e+07 nChanged 46022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -12638368.000000 Penalty: 5698.971191
	Iteration 1F: 3 clusters Score -1.263837e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -12639804.000000 Penalty: 5698.971191
	Iteration 2Q: 3 clusters Score -1.26398e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -12642142.000000 Penalty: 5698.971191
	Iteration 3F: 3 clusters Score -1.264214e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64964 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -12645971.000000 Penalty: 5698.971191
	Iteration 4F: 3 clusters Score -1.264597e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -12651630.000000 Penalty: 5698.971191
	Iteration 5F: 3 clusters Score -1.265163e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79698 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -12658702.000000 Penalty: 5698.971191
	Iteration 6F: 3 clusters Score -1.26587e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86705 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -12665189.000000 Penalty: 5698.971191
	Iteration 7F: 3 clusters Score -1.266519e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91699 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -12669547.000000 Penalty: 5698.971191
	Iteration 8F: 3 clusters Score -1.266955e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94504 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -12672004.000000 Penalty: 5698.971191
	Iteration 9Q: 3 clusters Score -1.2672e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95974 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -12673131.000000 Penalty: 5698.971191
	Iteration 10Q: 3 clusters Score -1.267313e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -12673691.000000 Penalty: 5698.971191
	Iteration 11Q: 3 clusters Score -1.267369e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96931 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -12673971.000000 Penalty: 5698.971191
	Iteration 12Q: 3 clusters Score -1.267397e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97059 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -12674092.000000 Penalty: 5698.971191
	Iteration 13Q: 3 clusters Score -1.267409e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97125 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -12674150.000000 Penalty: 5698.971191
	Iteration 14Q: 3 clusters Score -1.267415e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97158 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -12674180.000000 Penalty: 5698.971191
	Iteration 15Q: 3 clusters Score -1.267418e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -12674192.000000 Penalty: 5698.971191
	Iteration 16Q: 3 clusters Score -1.267419e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97185 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12674213.000000 Penalty: 5698.971191
	Iteration 17Q: 3 clusters Score -1.267421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97193 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -12674208.000000 Penalty: 5698.971191
	Iteration 18Q: 3 clusters Score -1.267421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97200 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -12674218.000000 Penalty: 5698.971191
	Iteration 19Q: 3 clusters Score -1.267422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97207 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12674221.000000 Penalty: 5698.971191
	Iteration 20F: 3 clusters Score -1.267422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -12674242.000000 Penalty: 5698.971191
	Iteration 21Q: 3 clusters Score -1.267424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97222 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12674241.000000 Penalty: 5698.971191
	Iteration 22Q: 3 clusters Score -1.267424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97223 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -12674259.000000 Penalty: 5698.971191
	Iteration 23Q: 3 clusters Score -1.267426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97221 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -12674250.000000 Penalty: 5698.971191
	Iteration 24Q: 3 clusters Score -1.267425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97225 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12674256.000000 Penalty: 5698.971191
	Iteration 25Q: 3 clusters Score -1.267426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97228 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12674266.000000 Penalty: 5698.971191
	Iteration 26Q: 3 clusters Score -1.267427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97228 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12674276.000000 Penalty: 5698.971191
	Iteration 27Q: 3 clusters Score -1.267428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97228 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12674276.000000 Penalty: 5698.971191
	Iteration 28F: 3 clusters Score -1.267428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -92045.257812 Penalty: 1676.007446
	Iteration 0F: 2 clusters Score -92045.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -90329.750000 Penalty: 3352.014893
	Iteration 0F: 3 clusters Score -90329.75 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90977.875000 Penalty: 3352.014893
	Iteration 1F: 3 clusters Score -90977.88 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -91255.593750 Penalty: 3352.014893
	Iteration 2F: 3 clusters Score -91255.59 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -91398.812500 Penalty: 3352.014893
	Iteration 3F: 3 clusters Score -91398.81 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -91515.093750 Penalty: 3352.014893
	Iteration 4Q: 3 clusters Score -91515.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -91565.726562 Penalty: 3352.014893
	Iteration 5Q: 3 clusters Score -91565.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -91594.414062 Penalty: 3352.014893
	Iteration 6Q: 3 clusters Score -91594.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -91615.804688 Penalty: 3352.014893
	Iteration 7Q: 3 clusters Score -91615.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -91630.265625 Penalty: 3352.014893
	Iteration 8Q: 3 clusters Score -91630.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -91632.500000 Penalty: 3352.014893
	Iteration 9Q: 3 clusters Score -91632.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -91636.257812 Penalty: 3352.014893
	Iteration 10Q: 3 clusters Score -91636.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -91648.101562 Penalty: 3352.014893
	Iteration 11Q: 3 clusters Score -91648.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -91652.929688 Penalty: 3352.014893
	Iteration 12Q: 3 clusters Score -91652.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -91653.757812 Penalty: 3352.014893
	Iteration 13Q: 3 clusters Score -91653.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -91654.593750 Penalty: 3352.014893
	Iteration 14Q: 3 clusters Score -91654.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -91654.593750 Penalty: 3352.014893
	Iteration 15F: 3 clusters Score -91654.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Entering Unmasked Estep 
Score: -2564435.000000 Penalty: 2456.275635
	Iteration 0F: 2 clusters Score -2564435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2550396.750000 Penalty: 4912.551270
	Iteration 0F: 3 clusters Score -2550397 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2555059.750000 Penalty: 4912.551270
	Iteration 1F: 3 clusters Score -2555060 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2555581.000000 Penalty: 4912.551270
	Iteration 2F: 3 clusters Score -2555581 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2556223.500000 Penalty: 4912.551270
	Iteration 3F: 3 clusters Score -2556224 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2557021.250000 Penalty: 4912.551270
	Iteration 4F: 3 clusters Score -2557021 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2558134.000000 Penalty: 4912.551270
	Iteration 5F: 3 clusters Score -2558134 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2559426.500000 Penalty: 4912.551270
	Iteration 6F: 3 clusters Score -2559426 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2560561.500000 Penalty: 4912.551270
	Iteration 7F: 3 clusters Score -2560562 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2561387.250000 Penalty: 4912.551270
	Iteration 8Q: 3 clusters Score -2561387 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2561926.250000 Penalty: 4912.551270
	Iteration 9Q: 3 clusters Score -2561926 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2562227.000000 Penalty: 4912.551270
	Iteration 10Q: 3 clusters Score -2562227 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2562409.250000 Penalty: 4912.551270
	Iteration 11Q: 3 clusters Score -2562409 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2562525.250000 Penalty: 4912.551270
	Iteration 12Q: 3 clusters Score -2562525 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2562603.000000 Penalty: 4912.551270
	Iteration 13Q: 3 clusters Score -2562603 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2562676.750000 Penalty: 4912.551270
	Iteration 14Q: 3 clusters Score -2562677 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2562739.250000 Penalty: 4912.551270
	Iteration 15Q: 3 clusters Score -2562739 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2562796.500000 Penalty: 4912.551270
	Iteration 16Q: 3 clusters Score -2562796 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2562850.750000 Penalty: 4912.551270
	Iteration 17Q: 3 clusters Score -2562851 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2562897.500000 Penalty: 4912.551270
	Iteration 18Q: 3 clusters Score -2562898 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2562922.000000 Penalty: 4912.551270
	Iteration 19Q: 3 clusters Score -2562922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2562937.500000 Penalty: 4912.551270
	Iteration 20F: 3 clusters Score -2562938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2562949.750000 Penalty: 4912.551270
	Iteration 21Q: 3 clusters Score -2562950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2562957.000000 Penalty: 4912.551270
	Iteration 22Q: 3 clusters Score -2562957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2562969.250000 Penalty: 4912.551270
	Iteration 23Q: 3 clusters Score -2562969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2562970.500000 Penalty: 4912.551270
	Iteration 24Q: 3 clusters Score -2562970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2562974.500000 Penalty: 4912.551270
	Iteration 25Q: 3 clusters Score -2562974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2562975.250000 Penalty: 4912.551270
	Iteration 26Q: 3 clusters Score -2562975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2562975.250000 Penalty: 4912.551270
	Iteration 27Q: 3 clusters Score -2562975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2562981.750000 Penalty: 4912.551270
	Iteration 28Q: 3 clusters Score -2562982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2562982.500000 Penalty: 4912.551270
	Iteration 29Q: 3 clusters Score -2562982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2562987.500000 Penalty: 4912.551270
	Iteration 30Q: 3 clusters Score -2562988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2562991.000000 Penalty: 4912.551270
	Iteration 31Q: 3 clusters Score -2562991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2562990.000000 Penalty: 4912.551270
	Iteration 32Q: 3 clusters Score -2562990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2562991.250000 Penalty: 4912.551270
	Iteration 33Q: 3 clusters Score -2562991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2562995.500000 Penalty: 4912.551270
	Iteration 34Q: 3 clusters Score -2562996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2562995.750000 Penalty: 4912.551270
	Iteration 35Q: 3 clusters Score -2562996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2562993.750000 Penalty: 4912.551270
	Iteration 36Q: 3 clusters Score -2562994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2562995.250000 Penalty: 4912.551270
	Iteration 37Q: 3 clusters Score -2562995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2562993.250000 Penalty: 4912.551270
	Iteration 38Q: 3 clusters Score -2562993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2562994.250000 Penalty: 4912.551270
	Iteration 39Q: 3 clusters Score -2562994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2562994.250000 Penalty: 4912.551270
	Iteration 40F: 3 clusters Score -2562994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Entering Unmasked Estep 
Score: -8070001.500000 Penalty: 2737.519043
	Iteration 0F: 2 clusters Score -8070002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -8027978.500000 Penalty: 5475.038086
	Iteration 0F: 3 clusters Score -8027978 nChanged 29085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -8044275.000000 Penalty: 5475.038086
	Iteration 1F: 3 clusters Score -8044275 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -8044775.000000 Penalty: 5475.038086
	Iteration 2Q: 3 clusters Score -8044775 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -8045392.500000 Penalty: 5475.038086
	Iteration 3Q: 3 clusters Score -8045392 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -8046223.500000 Penalty: 5475.038086
	Iteration 4Q: 3 clusters Score -8046224 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -8047418.000000 Penalty: 5475.038086
	Iteration 5Q: 3 clusters Score -8047418 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -8049218.000000 Penalty: 5475.038086
	Iteration 6F: 3 clusters Score -8049218 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -8052069.000000 Penalty: 5475.038086
	Iteration 7F: 3 clusters Score -8052069 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -8055843.500000 Penalty: 5475.038086
	Iteration 8F: 3 clusters Score -8055844 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -8059915.500000 Penalty: 5475.038086
	Iteration 9F: 3 clusters Score -8059916 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -8063211.500000 Penalty: 5475.038086
	Iteration 10F: 3 clusters Score -8063212 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -8065307.500000 Penalty: 5475.038086
	Iteration 11Q: 3 clusters Score -8065308 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -8066389.500000 Penalty: 5475.038086
	Iteration 12Q: 3 clusters Score -8066390 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -8066840.500000 Penalty: 5475.038086
	Iteration 13Q: 3 clusters Score -8066840 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -8067074.500000 Penalty: 5475.038086
	Iteration 14Q: 3 clusters Score -8067074 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -8067247.000000 Penalty: 5475.038086
	Iteration 15Q: 3 clusters Score -8067247 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -8067351.500000 Penalty: 5475.038086
	Iteration 16Q: 3 clusters Score -8067352 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58783 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -8067425.500000 Penalty: 5475.038086
	Iteration 17Q: 3 clusters Score -8067426 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -8067455.000000 Penalty: 5475.038086
	Iteration 18Q: 3 clusters Score -8067455 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -8067509.000000 Penalty: 5475.038086
	Iteration 19Q: 3 clusters Score -8067509 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -8067520.000000 Penalty: 5475.038086
	Iteration 20F: 3 clusters Score -8067520 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -8067554.500000 Penalty: 5475.038086
	Iteration 21Q: 3 clusters Score -8067554 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -8067590.500000 Penalty: 5475.038086
	Iteration 22Q: 3 clusters Score -8067590 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8067630.000000 Penalty: 5475.038086
	Iteration 23Q: 3 clusters Score -8067630 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -8067659.000000 Penalty: 5475.038086
	Iteration 24Q: 3 clusters Score -8067659 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -8067682.500000 Penalty: 5475.038086
	Iteration 25Q: 3 clusters Score -8067682 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -8067678.500000 Penalty: 5475.038086
	Iteration 26Q: 3 clusters Score -8067678 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59658 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -8067702.500000 Penalty: 5475.038086
	Iteration 27Q: 3 clusters Score -8067702 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -8067716.500000 Penalty: 5475.038086
	Iteration 28Q: 3 clusters Score -8067716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -8067729.000000 Penalty: 5475.038086
	Iteration 29Q: 3 clusters Score -8067729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -8067736.500000 Penalty: 5475.038086
	Iteration 30Q: 3 clusters Score -8067736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8067744.500000 Penalty: 5475.038086
	Iteration 31Q: 3 clusters Score -8067744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59869 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8067748.000000 Penalty: 5475.038086
	Iteration 32Q: 3 clusters Score -8067748 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -8067759.500000 Penalty: 5475.038086
	Iteration 33Q: 3 clusters Score -8067760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -8067785.500000 Penalty: 5475.038086
	Iteration 34Q: 3 clusters Score -8067786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -8067782.500000 Penalty: 5475.038086
	Iteration 35Q: 3 clusters Score -8067782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -8067788.500000 Penalty: 5475.038086
	Iteration 36Q: 3 clusters Score -8067788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8067798.000000 Penalty: 5475.038086
	Iteration 37Q: 3 clusters Score -8067798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60006 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8067798.000000 Penalty: 5475.038086
	Iteration 38Q: 3 clusters Score -8067798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60030 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -8067803.000000 Penalty: 5475.038086
	Iteration 39Q: 3 clusters Score -8067803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8067825.500000 Penalty: 5475.038086
	Iteration 40F: 3 clusters Score -8067826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60077 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8067845.000000 Penalty: 5475.038086
	Iteration 41Q: 3 clusters Score -8067845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60086 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8067849.000000 Penalty: 5475.038086
	Iteration 42Q: 3 clusters Score -8067849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -8067840.000000 Penalty: 5475.038086
	Iteration 43Q: 3 clusters Score -8067840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60096 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -8067840.500000 Penalty: 5475.038086
	Iteration 44Q: 3 clusters Score -8067840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -8067838.500000 Penalty: 5475.038086
	Iteration 45Q: 3 clusters Score -8067838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8067842.000000 Penalty: 5475.038086
	Iteration 46Q: 3 clusters Score -8067842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -8067838.000000 Penalty: 5475.038086
	Iteration 47Q: 3 clusters Score -8067838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -8067835.500000 Penalty: 5475.038086
	Iteration 48Q: 3 clusters Score -8067836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8067833.500000 Penalty: 5475.038086
	Iteration 49Q: 3 clusters Score -8067834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8067833.500000 Penalty: 5475.038086
	Iteration 50F: 3 clusters Score -8067834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Entering Unmasked Estep 
Score: -1881483.125000 Penalty: 2373.957764
	Iteration 0F: 2 clusters Score -1881483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1870899.875000 Penalty: 4747.915527
	Iteration 0F: 3 clusters Score -1870900 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1874214.375000 Penalty: 4747.915527
	Iteration 1F: 3 clusters Score -1874214 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1874580.000000 Penalty: 4747.915527
	Iteration 2F: 3 clusters Score -1874580 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1874840.125000 Penalty: 4747.915527
	Iteration 3Q: 3 clusters Score -1874840 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1875064.000000 Penalty: 4747.915527
	Iteration 4Q: 3 clusters Score -1875064 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1875248.500000 Penalty: 4747.915527
	Iteration 5Q: 3 clusters Score -1875248 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1875415.375000 Penalty: 4747.915527
	Iteration 6Q: 3 clusters Score -1875415 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1875603.000000 Penalty: 4747.915527
	Iteration 7Q: 3 clusters Score -1875603 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1875793.000000 Penalty: 4747.915527
	Iteration 8Q: 3 clusters Score -1875793 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1876017.625000 Penalty: 4747.915527
	Iteration 9Q: 3 clusters Score -1876018 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1876253.750000 Penalty: 4747.915527
	Iteration 10Q: 3 clusters Score -1876254 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1876542.875000 Penalty: 4747.915527
	Iteration 11Q: 3 clusters Score -1876543 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1876894.125000 Penalty: 4747.915527
	Iteration 12Q: 3 clusters Score -1876894 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1877278.625000 Penalty: 4747.915527
	Iteration 13Q: 3 clusters Score -1877279 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1877692.125000 Penalty: 4747.915527
	Iteration 14Q: 3 clusters Score -1877692 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1878079.500000 Penalty: 4747.915527
	Iteration 15Q: 3 clusters Score -1878080 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1878375.000000 Penalty: 4747.915527
	Iteration 16Q: 3 clusters Score -1878375 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1878657.250000 Penalty: 4747.915527
	Iteration 17Q: 3 clusters Score -1878657 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1878852.750000 Penalty: 4747.915527
	Iteration 18Q: 3 clusters Score -1878853 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1878987.625000 Penalty: 4747.915527
	Iteration 19Q: 3 clusters Score -1878988 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1879077.500000 Penalty: 4747.915527
	Iteration 20F: 3 clusters Score -1879078 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1879161.250000 Penalty: 4747.915527
	Iteration 21Q: 3 clusters Score -1879161 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1879223.875000 Penalty: 4747.915527
	Iteration 22Q: 3 clusters Score -1879224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1879269.750000 Penalty: 4747.915527
	Iteration 23Q: 3 clusters Score -1879270 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1879309.375000 Penalty: 4747.915527
	Iteration 24Q: 3 clusters Score -1879309 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1879338.125000 Penalty: 4747.915527
	Iteration 25Q: 3 clusters Score -1879338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1879364.875000 Penalty: 4747.915527
	Iteration 26Q: 3 clusters Score -1879365 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1879388.625000 Penalty: 4747.915527
	Iteration 27Q: 3 clusters Score -1879389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1879411.125000 Penalty: 4747.915527
	Iteration 28Q: 3 clusters Score -1879411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1879435.500000 Penalty: 4747.915527
	Iteration 29Q: 3 clusters Score -1879436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1879441.250000 Penalty: 4747.915527
	Iteration 30Q: 3 clusters Score -1879441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1879445.375000 Penalty: 4747.915527
	Iteration 31Q: 3 clusters Score -1879445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1879454.000000 Penalty: 4747.915527
	Iteration 32Q: 3 clusters Score -1879454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1879462.125000 Penalty: 4747.915527
	Iteration 33Q: 3 clusters Score -1879462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1879470.375000 Penalty: 4747.915527
	Iteration 34Q: 3 clusters Score -1879470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1879473.000000 Penalty: 4747.915527
	Iteration 35Q: 3 clusters Score -1879473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1879475.000000 Penalty: 4747.915527
	Iteration 36Q: 3 clusters Score -1879475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1879475.500000 Penalty: 4747.915527
	Iteration 37Q: 3 clusters Score -1879476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1879480.375000 Penalty: 4747.915527
	Iteration 38Q: 3 clusters Score -1879480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1879481.000000 Penalty: 4747.915527
	Iteration 39Q: 3 clusters Score -1879481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1879481.000000 Penalty: 4747.915527
	Iteration 40F: 3 clusters Score -1879481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Entering Unmasked Estep 
Score: -6133398.500000 Penalty: 2671.693848
	Iteration 0F: 2 clusters Score -6133398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -6101264.500000 Penalty: 5343.387695
	Iteration 0F: 3 clusters Score -6101264 nChanged 22063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -6113359.500000 Penalty: 5343.387695
	Iteration 1F: 3 clusters Score -6113360 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -6113986.500000 Penalty: 5343.387695
	Iteration 2Q: 3 clusters Score -6113986 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -6114665.000000 Penalty: 5343.387695
	Iteration 3Q: 3 clusters Score -6114665 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -6115549.500000 Penalty: 5343.387695
	Iteration 4Q: 3 clusters Score -6115550 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -6116703.500000 Penalty: 5343.387695
	Iteration 5F: 3 clusters Score -6116704 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -6118170.000000 Penalty: 5343.387695
	Iteration 6F: 3 clusters Score -6118170 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -6120036.500000 Penalty: 5343.387695
	Iteration 7F: 3 clusters Score -6120036 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -6122338.000000 Penalty: 5343.387695
	Iteration 8F: 3 clusters Score -6122338 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -6124774.500000 Penalty: 5343.387695
	Iteration 9F: 3 clusters Score -6124774 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -6126960.000000 Penalty: 5343.387695
	Iteration 10F: 3 clusters Score -6126960 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -6128633.500000 Penalty: 5343.387695
	Iteration 11Q: 3 clusters Score -6128634 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6129675.500000 Penalty: 5343.387695
	Iteration 12Q: 3 clusters Score -6129676 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6130345.500000 Penalty: 5343.387695
	Iteration 13Q: 3 clusters Score -6130346 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6130664.500000 Penalty: 5343.387695
	Iteration 14Q: 3 clusters Score -6130664 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6130836.000000 Penalty: 5343.387695
	Iteration 15Q: 3 clusters Score -6130836 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6130936.500000 Penalty: 5343.387695
	Iteration 16Q: 3 clusters Score -6130936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6130982.000000 Penalty: 5343.387695
	Iteration 17Q: 3 clusters Score -6130982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6131025.500000 Penalty: 5343.387695
	Iteration 18Q: 3 clusters Score -6131026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6131044.500000 Penalty: 5343.387695
	Iteration 19Q: 3 clusters Score -6131044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6131061.500000 Penalty: 5343.387695
	Iteration 20F: 3 clusters Score -6131062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6131079.500000 Penalty: 5343.387695
	Iteration 21Q: 3 clusters Score -6131080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6131078.000000 Penalty: 5343.387695
	Iteration 22Q: 3 clusters Score -6131078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6131092.500000 Penalty: 5343.387695
	Iteration 23Q: 3 clusters Score -6131092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6131105.000000 Penalty: 5343.387695
	Iteration 24Q: 3 clusters Score -6131105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6131111.500000 Penalty: 5343.387695
	Iteration 25Q: 3 clusters Score -6131112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6131122.000000 Penalty: 5343.387695
	Iteration 26Q: 3 clusters Score -6131122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6131137.500000 Penalty: 5343.387695
	Iteration 27Q: 3 clusters Score -6131138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6131130.000000 Penalty: 5343.387695
	Iteration 28Q: 3 clusters Score -6131130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6131138.500000 Penalty: 5343.387695
	Iteration 29Q: 3 clusters Score -6131138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6131147.500000 Penalty: 5343.387695
	Iteration 30Q: 3 clusters Score -6131148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6131147.500000 Penalty: 5343.387695
	Iteration 31Q: 3 clusters Score -6131148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6131149.500000 Penalty: 5343.387695
	Iteration 32Q: 3 clusters Score -6131150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6131155.500000 Penalty: 5343.387695
	Iteration 33Q: 3 clusters Score -6131156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6131155.500000 Penalty: 5343.387695
	Iteration 34Q: 3 clusters Score -6131156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6131155.500000 Penalty: 5343.387695
	Iteration 35F: 3 clusters Score -6131156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Entering Unmasked Estep 
Score: -3415744.750000 Penalty: 2529.718262
	Iteration 0F: 2 clusters Score -3415745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3397148.750000 Penalty: 5059.436523
	Iteration 0F: 3 clusters Score -3397149 nChanged 12078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3403732.500000 Penalty: 5059.436523
	Iteration 1F: 3 clusters Score -3403732 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -3404086.500000 Penalty: 5059.436523
	Iteration 2Q: 3 clusters Score -3404086 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -3404437.250000 Penalty: 5059.436523
	Iteration 3Q: 3 clusters Score -3404437 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -3404768.250000 Penalty: 5059.436523
	Iteration 4Q: 3 clusters Score -3404768 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -3405082.750000 Penalty: 5059.436523
	Iteration 5Q: 3 clusters Score -3405083 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -3405539.250000 Penalty: 5059.436523
	Iteration 6Q: 3 clusters Score -3405539 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -3406132.750000 Penalty: 5059.436523
	Iteration 7Q: 3 clusters Score -3406133 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3406973.750000 Penalty: 5059.436523
	Iteration 8F: 3 clusters Score -3406974 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -3408130.500000 Penalty: 5059.436523
	Iteration 9F: 3 clusters Score -3408130 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -3409587.500000 Penalty: 5059.436523
	Iteration 10F: 3 clusters Score -3409588 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3411127.000000 Penalty: 5059.436523
	Iteration 11F: 3 clusters Score -3411127 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3412311.000000 Penalty: 5059.436523
	Iteration 12Q: 3 clusters Score -3412311 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3412905.500000 Penalty: 5059.436523
	Iteration 13Q: 3 clusters Score -3412906 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3413183.000000 Penalty: 5059.436523
	Iteration 14Q: 3 clusters Score -3413183 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3413337.000000 Penalty: 5059.436523
	Iteration 15Q: 3 clusters Score -3413337 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3413421.000000 Penalty: 5059.436523
	Iteration 16Q: 3 clusters Score -3413421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3413464.750000 Penalty: 5059.436523
	Iteration 17Q: 3 clusters Score -3413465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3413478.500000 Penalty: 5059.436523
	Iteration 18Q: 3 clusters Score -3413478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3413490.000000 Penalty: 5059.436523
	Iteration 19Q: 3 clusters Score -3413490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3413495.000000 Penalty: 5059.436523
	Iteration 20F: 3 clusters Score -3413495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3413494.500000 Penalty: 5059.436523
	Iteration 21Q: 3 clusters Score -3413494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3413497.250000 Penalty: 5059.436523
	Iteration 22Q: 3 clusters Score -3413497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3413497.250000 Penalty: 5059.436523
	Iteration 23F: 3 clusters Score -3413497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Entering Unmasked Estep 
Score: -1650031.625000 Penalty: 2350.049561
	Iteration 0F: 2 clusters Score -1650032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1640466.875000 Penalty: 4700.099121
	Iteration 0F: 3 clusters Score -1640467 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1643537.125000 Penalty: 4700.099121
	Iteration 1F: 3 clusters Score -1643537 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1643909.625000 Penalty: 4700.099121
	Iteration 2F: 3 clusters Score -1643910 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1644220.250000 Penalty: 4700.099121
	Iteration 3F: 3 clusters Score -1644220 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1644514.750000 Penalty: 4700.099121
	Iteration 4Q: 3 clusters Score -1644515 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1644859.250000 Penalty: 4700.099121
	Iteration 5Q: 3 clusters Score -1644859 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1645258.000000 Penalty: 4700.099121
	Iteration 6F: 3 clusters Score -1645258 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1645679.000000 Penalty: 4700.099121
	Iteration 7F: 3 clusters Score -1645679 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1646115.500000 Penalty: 4700.099121
	Iteration 8F: 3 clusters Score -1646116 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1646506.750000 Penalty: 4700.099121
	Iteration 9Q: 3 clusters Score -1646507 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1646816.375000 Penalty: 4700.099121
	Iteration 10Q: 3 clusters Score -1646816 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1647029.500000 Penalty: 4700.099121
	Iteration 11Q: 3 clusters Score -1647030 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1647167.000000 Penalty: 4700.099121
	Iteration 12Q: 3 clusters Score -1647167 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1647256.000000 Penalty: 4700.099121
	Iteration 13Q: 3 clusters Score -1647256 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1647316.500000 Penalty: 4700.099121
	Iteration 14Q: 3 clusters Score -1647316 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1647359.000000 Penalty: 4700.099121
	Iteration 15Q: 3 clusters Score -1647359 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1647389.000000 Penalty: 4700.099121
	Iteration 16Q: 3 clusters Score -1647389 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1647414.875000 Penalty: 4700.099121
	Iteration 17Q: 3 clusters Score -1647415 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1647432.750000 Penalty: 4700.099121
	Iteration 18Q: 3 clusters Score -1647433 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1647448.875000 Penalty: 4700.099121
	Iteration 19Q: 3 clusters Score -1647449 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1647464.125000 Penalty: 4700.099121
	Iteration 20F: 3 clusters Score -1647464 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1647478.750000 Penalty: 4700.099121
	Iteration 21Q: 3 clusters Score -1647479 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1647493.000000 Penalty: 4700.099121
	Iteration 22Q: 3 clusters Score -1647493 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1647509.250000 Penalty: 4700.099121
	Iteration 23Q: 3 clusters Score -1647509 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1647521.625000 Penalty: 4700.099121
	Iteration 24Q: 3 clusters Score -1647522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1647527.625000 Penalty: 4700.099121
	Iteration 25Q: 3 clusters Score -1647528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1647532.750000 Penalty: 4700.099121
	Iteration 26Q: 3 clusters Score -1647533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1647539.375000 Penalty: 4700.099121
	Iteration 27Q: 3 clusters Score -1647539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1647540.500000 Penalty: 4700.099121
	Iteration 28Q: 3 clusters Score -1647540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1647543.250000 Penalty: 4700.099121
	Iteration 29Q: 3 clusters Score -1647543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1647554.750000 Penalty: 4700.099121
	Iteration 30Q: 3 clusters Score -1647555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1647561.125000 Penalty: 4700.099121
	Iteration 31Q: 3 clusters Score -1647561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1647559.625000 Penalty: 4700.099121
	Iteration 32Q: 3 clusters Score -1647560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1647565.250000 Penalty: 4700.099121
	Iteration 33Q: 3 clusters Score -1647565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1647572.500000 Penalty: 4700.099121
	Iteration 34Q: 3 clusters Score -1647572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1647568.625000 Penalty: 4700.099121
	Iteration 35Q: 3 clusters Score -1647569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1647569.750000 Penalty: 4700.099121
	Iteration 36Q: 3 clusters Score -1647570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1647572.125000 Penalty: 4700.099121
	Iteration 37Q: 3 clusters Score -1647572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1647568.500000 Penalty: 4700.099121
	Iteration 38Q: 3 clusters Score -1647568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1647568.625000 Penalty: 4700.099121
	Iteration 39Q: 3 clusters Score -1647569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1647568.500000 Penalty: 4700.099121
	Iteration 40F: 3 clusters Score -1647568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1647570.750000 Penalty: 4700.099121
	Iteration 41Q: 3 clusters Score -1647571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1647573.500000 Penalty: 4700.099121
	Iteration 42Q: 3 clusters Score -1647574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1647577.125000 Penalty: 4700.099121
	Iteration 43Q: 3 clusters Score -1647577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1647579.000000 Penalty: 4700.099121
	Iteration 44Q: 3 clusters Score -1647579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1647582.875000 Penalty: 4700.099121
	Iteration 45Q: 3 clusters Score -1647583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1647583.125000 Penalty: 4700.099121
	Iteration 46Q: 3 clusters Score -1647583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1647588.375000 Penalty: 4700.099121
	Iteration 47Q: 3 clusters Score -1647588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1647584.250000 Penalty: 4700.099121
	Iteration 48Q: 3 clusters Score -1647584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1647587.875000 Penalty: 4700.099121
	Iteration 49Q: 3 clusters Score -1647588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1647585.000000 Penalty: 4700.099121
	Iteration 50Q: 3 clusters Score -1647585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1647586.500000 Penalty: 4700.099121
	Iteration 51Q: 3 clusters Score -1647586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1647587.500000 Penalty: 4700.099121
	Iteration 52Q: 3 clusters Score -1647588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1647585.625000 Penalty: 4700.099121
	Iteration 53Q: 3 clusters Score -1647586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1647587.625000 Penalty: 4700.099121
	Iteration 54Q: 3 clusters Score -1647588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1647587.250000 Penalty: 4700.099121
	Iteration 55Q: 3 clusters Score -1647587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1647588.375000 Penalty: 4700.099121
	Iteration 56Q: 3 clusters Score -1647588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1647586.250000 Penalty: 4700.099121
	Iteration 57Q: 3 clusters Score -1647586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1647587.250000 Penalty: 4700.099121
	Iteration 58Q: 3 clusters Score -1647587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1647587.250000 Penalty: 4700.099121
	Iteration 59F: 3 clusters Score -1647587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Entering Unmasked Estep 
Score: -1311315.250000 Penalty: 2301.984619
	Iteration 0F: 2 clusters Score -1311315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1303167.875000 Penalty: 4603.969238
	Iteration 0F: 3 clusters Score -1303168 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1305563.375000 Penalty: 4603.969238
	Iteration 1F: 3 clusters Score -1305563 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1305890.625000 Penalty: 4603.969238
	Iteration 2F: 3 clusters Score -1305891 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1306129.000000 Penalty: 4603.969238
	Iteration 3F: 3 clusters Score -1306129 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1306331.875000 Penalty: 4603.969238
	Iteration 4Q: 3 clusters Score -1306332 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1306501.500000 Penalty: 4603.969238
	Iteration 5Q: 3 clusters Score -1306502 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1306652.500000 Penalty: 4603.969238
	Iteration 6Q: 3 clusters Score -1306652 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1306822.000000 Penalty: 4603.969238
	Iteration 7Q: 3 clusters Score -1306822 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1307003.125000 Penalty: 4603.969238
	Iteration 8Q: 3 clusters Score -1307003 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1307176.625000 Penalty: 4603.969238
	Iteration 9Q: 3 clusters Score -1307177 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1307341.625000 Penalty: 4603.969238
	Iteration 10Q: 3 clusters Score -1307342 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1307521.875000 Penalty: 4603.969238
	Iteration 11Q: 3 clusters Score -1307522 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1307694.625000 Penalty: 4603.969238
	Iteration 12Q: 3 clusters Score -1307695 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1307853.125000 Penalty: 4603.969238
	Iteration 13Q: 3 clusters Score -1307853 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1308027.875000 Penalty: 4603.969238
	Iteration 14Q: 3 clusters Score -1308028 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1308194.125000 Penalty: 4603.969238
	Iteration 15Q: 3 clusters Score -1308194 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1308359.500000 Penalty: 4603.969238
	Iteration 16Q: 3 clusters Score -1308360 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1308528.875000 Penalty: 4603.969238
	Iteration 17Q: 3 clusters Score -1308529 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1308658.875000 Penalty: 4603.969238
	Iteration 18Q: 3 clusters Score -1308659 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1308761.750000 Penalty: 4603.969238
	Iteration 19Q: 3 clusters Score -1308762 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1308827.000000 Penalty: 4603.969238
	Iteration 20F: 3 clusters Score -1308827 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1308887.375000 Penalty: 4603.969238
	Iteration 21Q: 3 clusters Score -1308887 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1308931.500000 Penalty: 4603.969238
	Iteration 22Q: 3 clusters Score -1308932 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1308966.500000 Penalty: 4603.969238
	Iteration 23Q: 3 clusters Score -1308966 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1308990.375000 Penalty: 4603.969238
	Iteration 24Q: 3 clusters Score -1308990 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1309011.625000 Penalty: 4603.969238
	Iteration 25Q: 3 clusters Score -1309012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1309025.750000 Penalty: 4603.969238
	Iteration 26Q: 3 clusters Score -1309026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1309040.625000 Penalty: 4603.969238
	Iteration 27Q: 3 clusters Score -1309041 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1309059.375000 Penalty: 4603.969238
	Iteration 28Q: 3 clusters Score -1309059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1309070.000000 Penalty: 4603.969238
	Iteration 29Q: 3 clusters Score -1309070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1309083.875000 Penalty: 4603.969238
	Iteration 30Q: 3 clusters Score -1309084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1309099.125000 Penalty: 4603.969238
	Iteration 31Q: 3 clusters Score -1309099 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1309108.875000 Penalty: 4603.969238
	Iteration 32Q: 3 clusters Score -1309109 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1309117.250000 Penalty: 4603.969238
	Iteration 33Q: 3 clusters Score -1309117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1309122.000000 Penalty: 4603.969238
	Iteration 34Q: 3 clusters Score -1309122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1309122.875000 Penalty: 4603.969238
	Iteration 35Q: 3 clusters Score -1309123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1309124.500000 Penalty: 4603.969238
	Iteration 36Q: 3 clusters Score -1309124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1309130.250000 Penalty: 4603.969238
	Iteration 37Q: 3 clusters Score -1309130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1309131.750000 Penalty: 4603.969238
	Iteration 38Q: 3 clusters Score -1309132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1309135.000000 Penalty: 4603.969238
	Iteration 39Q: 3 clusters Score -1309135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1309139.625000 Penalty: 4603.969238
	Iteration 40F: 3 clusters Score -1309140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1309141.750000 Penalty: 4603.969238
	Iteration 41Q: 3 clusters Score -1309142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1309142.500000 Penalty: 4603.969238
	Iteration 42Q: 3 clusters Score -1309142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1309148.625000 Penalty: 4603.969238
	Iteration 43Q: 3 clusters Score -1309149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1309149.875000 Penalty: 4603.969238
	Iteration 44Q: 3 clusters Score -1309150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1309150.875000 Penalty: 4603.969238
	Iteration 45Q: 3 clusters Score -1309151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1309154.500000 Penalty: 4603.969238
	Iteration 46Q: 3 clusters Score -1309154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1309153.125000 Penalty: 4603.969238
	Iteration 47Q: 3 clusters Score -1309153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1309152.875000 Penalty: 4603.969238
	Iteration 48Q: 3 clusters Score -1309153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1309156.375000 Penalty: 4603.969238
	Iteration 49Q: 3 clusters Score -1309156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1309158.750000 Penalty: 4603.969238
	Iteration 50Q: 3 clusters Score -1309159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1309157.875000 Penalty: 4603.969238
	Iteration 51Q: 3 clusters Score -1309158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1309159.250000 Penalty: 4603.969238
	Iteration 52Q: 3 clusters Score -1309159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1309160.000000 Penalty: 4603.969238
	Iteration 53Q: 3 clusters Score -1309160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1309161.875000 Penalty: 4603.969238
	Iteration 54Q: 3 clusters Score -1309162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1309159.125000 Penalty: 4603.969238
	Iteration 55Q: 3 clusters Score -1309159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1309161.625000 Penalty: 4603.969238
	Iteration 56Q: 3 clusters Score -1309162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1309164.625000 Penalty: 4603.969238
	Iteration 57Q: 3 clusters Score -1309165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1309167.125000 Penalty: 4603.969238
	Iteration 58Q: 3 clusters Score -1309167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1309164.750000 Penalty: 4603.969238
	Iteration 59Q: 3 clusters Score -1309165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1309165.250000 Penalty: 4603.969238
	Iteration 60F: 3 clusters Score -1309165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1309167.000000 Penalty: 4603.969238
	Iteration 61Q: 3 clusters Score -1309167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1309164.125000 Penalty: 4603.969238
	Iteration 62Q: 3 clusters Score -1309164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1309164.125000 Penalty: 4603.969238
	Iteration 63F: 3 clusters Score -1309164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Entering Unmasked Estep 
Score: -326120.562500 Penalty: 1954.345703
	Iteration 0F: 2 clusters Score -326120.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -323070.000000 Penalty: 3908.691406
	Iteration 0F: 3 clusters Score -323070 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -323712.843750 Penalty: 3908.691406
	Iteration 1F: 3 clusters Score -323712.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -323906.750000 Penalty: 3908.691406
	Iteration 2F: 3 clusters Score -323906.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -324039.375000 Penalty: 3908.691406
	Iteration 3F: 3 clusters Score -324039.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -324122.906250 Penalty: 3908.691406
	Iteration 4Q: 3 clusters Score -324122.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -324184.656250 Penalty: 3908.691406
	Iteration 5Q: 3 clusters Score -324184.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -324236.281250 Penalty: 3908.691406
	Iteration 6Q: 3 clusters Score -324236.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -324283.437500 Penalty: 3908.691406
	Iteration 7Q: 3 clusters Score -324283.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -324317.437500 Penalty: 3908.691406
	Iteration 8Q: 3 clusters Score -324317.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -324350.843750 Penalty: 3908.691406
	Iteration 9Q: 3 clusters Score -324350.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -324374.000000 Penalty: 3908.691406
	Iteration 10Q: 3 clusters Score -324374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -324391.156250 Penalty: 3908.691406
	Iteration 11Q: 3 clusters Score -324391.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -324403.406250 Penalty: 3908.691406
	Iteration 12Q: 3 clusters Score -324403.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -324410.718750 Penalty: 3908.691406
	Iteration 13Q: 3 clusters Score -324410.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -324421.093750 Penalty: 3908.691406
	Iteration 14Q: 3 clusters Score -324421.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -324430.312500 Penalty: 3908.691406
	Iteration 15Q: 3 clusters Score -324430.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -324442.812500 Penalty: 3908.691406
	Iteration 16Q: 3 clusters Score -324442.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -324451.781250 Penalty: 3908.691406
	Iteration 17Q: 3 clusters Score -324451.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -324465.750000 Penalty: 3908.691406
	Iteration 18Q: 3 clusters Score -324465.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -324478.406250 Penalty: 3908.691406
	Iteration 19Q: 3 clusters Score -324478.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -324490.937500 Penalty: 3908.691406
	Iteration 20F: 3 clusters Score -324490.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -324503.687500 Penalty: 3908.691406
	Iteration 21Q: 3 clusters Score -324503.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -324515.468750 Penalty: 3908.691406
	Iteration 22Q: 3 clusters Score -324515.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -324524.437500 Penalty: 3908.691406
	Iteration 23Q: 3 clusters Score -324524.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -324531.906250 Penalty: 3908.691406
	Iteration 24Q: 3 clusters Score -324531.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -324536.437500 Penalty: 3908.691406
	Iteration 25Q: 3 clusters Score -324536.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -324538.062500 Penalty: 3908.691406
	Iteration 26Q: 3 clusters Score -324538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -324541.093750 Penalty: 3908.691406
	Iteration 27Q: 3 clusters Score -324541.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -324545.812500 Penalty: 3908.691406
	Iteration 28Q: 3 clusters Score -324545.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -324549.593750 Penalty: 3908.691406
	Iteration 29Q: 3 clusters Score -324549.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -324552.781250 Penalty: 3908.691406
	Iteration 30Q: 3 clusters Score -324552.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -324557.718750 Penalty: 3908.691406
	Iteration 31Q: 3 clusters Score -324557.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -324566.406250 Penalty: 3908.691406
	Iteration 32Q: 3 clusters Score -324566.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -324578.750000 Penalty: 3908.691406
	Iteration 33Q: 3 clusters Score -324578.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -324597.187500 Penalty: 3908.691406
	Iteration 34Q: 3 clusters Score -324597.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -324635.718750 Penalty: 3908.691406
	Iteration 35Q: 3 clusters Score -324635.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -324687.375000 Penalty: 3908.691406
	Iteration 36Q: 3 clusters Score -324687.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -324766.031250 Penalty: 3908.691406
	Iteration 37Q: 3 clusters Score -324766 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -324850.781250 Penalty: 3908.691406
	Iteration 38Q: 3 clusters Score -324850.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -324919.593750 Penalty: 3908.691406
	Iteration 39Q: 3 clusters Score -324919.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -324962.531250 Penalty: 3908.691406
	Iteration 40F: 3 clusters Score -324962.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -324983.343750 Penalty: 3908.691406
	Iteration 41Q: 3 clusters Score -324983.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -325006.812500 Penalty: 3908.691406
	Iteration 42Q: 3 clusters Score -325006.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -325029.062500 Penalty: 3908.691406
	Iteration 43Q: 3 clusters Score -325029.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -325049.218750 Penalty: 3908.691406
	Iteration 44Q: 3 clusters Score -325049.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -325079.781250 Penalty: 3908.691406
	Iteration 45Q: 3 clusters Score -325079.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -325104.812500 Penalty: 3908.691406
	Iteration 46Q: 3 clusters Score -325104.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -325118.187500 Penalty: 3908.691406
	Iteration 47Q: 3 clusters Score -325118.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -325130.750000 Penalty: 3908.691406
	Iteration 48Q: 3 clusters Score -325130.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -325142.125000 Penalty: 3908.691406
	Iteration 49Q: 3 clusters Score -325142.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -325149.062500 Penalty: 3908.691406
	Iteration 50Q: 3 clusters Score -325149.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -325157.250000 Penalty: 3908.691406
	Iteration 51Q: 3 clusters Score -325157.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -325165.625000 Penalty: 3908.691406
	Iteration 52Q: 3 clusters Score -325165.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -325172.218750 Penalty: 3908.691406
	Iteration 53Q: 3 clusters Score -325172.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -325174.656250 Penalty: 3908.691406
	Iteration 54Q: 3 clusters Score -325174.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -325178.906250 Penalty: 3908.691406
	Iteration 55Q: 3 clusters Score -325178.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -325184.031250 Penalty: 3908.691406
	Iteration 56Q: 3 clusters Score -325184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -325191.000000 Penalty: 3908.691406
	Iteration 57Q: 3 clusters Score -325191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -325197.437500 Penalty: 3908.691406
	Iteration 58Q: 3 clusters Score -325197.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -325204.906250 Penalty: 3908.691406
	Iteration 59Q: 3 clusters Score -325204.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -325213.750000 Penalty: 3908.691406
	Iteration 60F: 3 clusters Score -325213.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -325222.625000 Penalty: 3908.691406
	Iteration 61Q: 3 clusters Score -325222.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -325233.281250 Penalty: 3908.691406
	Iteration 62Q: 3 clusters Score -325233.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -325245.531250 Penalty: 3908.691406
	Iteration 63Q: 3 clusters Score -325245.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -325258.875000 Penalty: 3908.691406
	Iteration 64Q: 3 clusters Score -325258.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -325269.812500 Penalty: 3908.691406
	Iteration 65Q: 3 clusters Score -325269.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -325284.500000 Penalty: 3908.691406
	Iteration 66Q: 3 clusters Score -325284.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -325295.937500 Penalty: 3908.691406
	Iteration 67Q: 3 clusters Score -325295.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -325303.093750 Penalty: 3908.691406
	Iteration 68Q: 3 clusters Score -325303.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -325315.406250 Penalty: 3908.691406
	Iteration 69Q: 3 clusters Score -325315.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -325322.781250 Penalty: 3908.691406
	Iteration 70Q: 3 clusters Score -325322.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -325331.343750 Penalty: 3908.691406
	Iteration 71Q: 3 clusters Score -325331.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -325347.156250 Penalty: 3908.691406
	Iteration 72Q: 3 clusters Score -325347.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -325374.156250 Penalty: 3908.691406
	Iteration 73Q: 3 clusters Score -325374.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -325410.062500 Penalty: 3908.691406
	Iteration 74Q: 3 clusters Score -325410.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -325436.468750 Penalty: 3908.691406
	Iteration 75Q: 3 clusters Score -325436.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -325475.218750 Penalty: 3908.691406
	Iteration 76Q: 3 clusters Score -325475.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -325511.750000 Penalty: 3908.691406
	Iteration 77Q: 3 clusters Score -325511.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -325532.625000 Penalty: 3908.691406
	Iteration 78Q: 3 clusters Score -325532.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -325539.312500 Penalty: 3908.691406
	Iteration 79Q: 3 clusters Score -325539.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -325541.843750 Penalty: 3908.691406
	Iteration 80F: 3 clusters Score -325541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -325544.656250 Penalty: 3908.691406
	Iteration 81Q: 3 clusters Score -325544.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -325548.062500 Penalty: 3908.691406
	Iteration 82Q: 3 clusters Score -325548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -325549.250000 Penalty: 3908.691406
	Iteration 83Q: 3 clusters Score -325549.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -325549.593750 Penalty: 3908.691406
	Iteration 84Q: 3 clusters Score -325549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -325550.062500 Penalty: 3908.691406
	Iteration 85Q: 3 clusters Score -325550.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -325550.062500 Penalty: 3908.691406
	Iteration 86F: 3 clusters Score -325550.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Entering Unmasked Estep 
Score: -681008.125000 Penalty: 2155.279297
	Iteration 0F: 2 clusters Score -681008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -675914.625000 Penalty: 4310.558594
	Iteration 0F: 3 clusters Score -675914.6 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -677305.687500 Penalty: 4310.558594
	Iteration 1F: 3 clusters Score -677305.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -677675.500000 Penalty: 4310.558594
	Iteration 2F: 3 clusters Score -677675.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -677979.812500 Penalty: 4310.558594
	Iteration 3F: 3 clusters Score -677979.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -678234.000000 Penalty: 4310.558594
	Iteration 4F: 3 clusters Score -678234 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -678435.437500 Penalty: 4310.558594
	Iteration 5Q: 3 clusters Score -678435.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -678596.312500 Penalty: 4310.558594
	Iteration 6Q: 3 clusters Score -678596.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -678738.062500 Penalty: 4310.558594
	Iteration 7Q: 3 clusters Score -678738.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -678857.062500 Penalty: 4310.558594
	Iteration 8Q: 3 clusters Score -678857.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -678934.187500 Penalty: 4310.558594
	Iteration 9Q: 3 clusters Score -678934.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -678997.937500 Penalty: 4310.558594
	Iteration 10Q: 3 clusters Score -678997.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -679045.500000 Penalty: 4310.558594
	Iteration 11Q: 3 clusters Score -679045.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -679092.000000 Penalty: 4310.558594
	Iteration 12Q: 3 clusters Score -679092 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -679136.812500 Penalty: 4310.558594
	Iteration 13Q: 3 clusters Score -679136.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -679177.625000 Penalty: 4310.558594
	Iteration 14Q: 3 clusters Score -679177.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -679215.312500 Penalty: 4310.558594
	Iteration 15Q: 3 clusters Score -679215.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -679234.500000 Penalty: 4310.558594
	Iteration 16Q: 3 clusters Score -679234.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -679252.875000 Penalty: 4310.558594
	Iteration 17Q: 3 clusters Score -679252.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -679273.500000 Penalty: 4310.558594
	Iteration 18Q: 3 clusters Score -679273.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -679296.812500 Penalty: 4310.558594
	Iteration 19Q: 3 clusters Score -679296.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -679313.125000 Penalty: 4310.558594
	Iteration 20F: 3 clusters Score -679313.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -679322.250000 Penalty: 4310.558594
	Iteration 21Q: 3 clusters Score -679322.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -679326.937500 Penalty: 4310.558594
	Iteration 22Q: 3 clusters Score -679326.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -679331.187500 Penalty: 4310.558594
	Iteration 23Q: 3 clusters Score -679331.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -679335.500000 Penalty: 4310.558594
	Iteration 24Q: 3 clusters Score -679335.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -679338.500000 Penalty: 4310.558594
	Iteration 25Q: 3 clusters Score -679338.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -679344.125000 Penalty: 4310.558594
	Iteration 26Q: 3 clusters Score -679344.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -679350.875000 Penalty: 4310.558594
	Iteration 27Q: 3 clusters Score -679350.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -679360.750000 Penalty: 4310.558594
	Iteration 28Q: 3 clusters Score -679360.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -679369.062500 Penalty: 4310.558594
	Iteration 29Q: 3 clusters Score -679369.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -679378.937500 Penalty: 4310.558594
	Iteration 30Q: 3 clusters Score -679378.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -679382.750000 Penalty: 4310.558594
	Iteration 31Q: 3 clusters Score -679382.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -679386.562500 Penalty: 4310.558594
	Iteration 32Q: 3 clusters Score -679386.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -679391.000000 Penalty: 4310.558594
	Iteration 33Q: 3 clusters Score -679391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -679396.250000 Penalty: 4310.558594
	Iteration 34Q: 3 clusters Score -679396.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -679400.250000 Penalty: 4310.558594
	Iteration 35Q: 3 clusters Score -679400.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -679400.875000 Penalty: 4310.558594
	Iteration 36Q: 3 clusters Score -679400.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -679401.625000 Penalty: 4310.558594
	Iteration 37Q: 3 clusters Score -679401.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -679401.875000 Penalty: 4310.558594
	Iteration 38Q: 3 clusters Score -679401.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -679404.937500 Penalty: 4310.558594
	Iteration 39Q: 3 clusters Score -679404.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -679404.312500 Penalty: 4310.558594
	Iteration 40F: 3 clusters Score -679404.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -679403.750000 Penalty: 4310.558594
	Iteration 41Q: 3 clusters Score -679403.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -679403.750000 Penalty: 4310.558594
	Iteration 42F: 3 clusters Score -679403.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -122388.320312 Penalty: 1718.034424
	Iteration 0F: 2 clusters Score -122388.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -120439.046875 Penalty: 3436.068848
	Iteration 0F: 3 clusters Score -120439 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -120748.281250 Penalty: 3436.068848
	Iteration 1F: 3 clusters Score -120748.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -120946.820312 Penalty: 3436.068848
	Iteration 2F: 3 clusters Score -120946.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -121132.031250 Penalty: 3436.068848
	Iteration 3F: 3 clusters Score -121132 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -121311.945312 Penalty: 3436.068848
	Iteration 4F: 3 clusters Score -121311.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -121438.304688 Penalty: 3436.068848
	Iteration 5F: 3 clusters Score -121438.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -121526.226562 Penalty: 3436.068848
	Iteration 6Q: 3 clusters Score -121526.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -121597.531250 Penalty: 3436.068848
	Iteration 7Q: 3 clusters Score -121597.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -121651.203125 Penalty: 3436.068848
	Iteration 8Q: 3 clusters Score -121651.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -121696.406250 Penalty: 3436.068848
	Iteration 9Q: 3 clusters Score -121696.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -121728.429688 Penalty: 3436.068848
	Iteration 10Q: 3 clusters Score -121728.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -121745.218750 Penalty: 3436.068848
	Iteration 11Q: 3 clusters Score -121745.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -121759.226562 Penalty: 3436.068848
	Iteration 12Q: 3 clusters Score -121759.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -121774.132812 Penalty: 3436.068848
	Iteration 13Q: 3 clusters Score -121774.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -121785.164062 Penalty: 3436.068848
	Iteration 14Q: 3 clusters Score -121785.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -121790.203125 Penalty: 3436.068848
	Iteration 15Q: 3 clusters Score -121790.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -121792.242188 Penalty: 3436.068848
	Iteration 16Q: 3 clusters Score -121792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -121793.062500 Penalty: 3436.068848
	Iteration 17Q: 3 clusters Score -121793.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -121793.062500 Penalty: 3436.068848
	Iteration 18F: 3 clusters Score -121793.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Entering Unmasked Estep 
Score: -2488652.750000 Penalty: 2444.373047
	Iteration 0F: 2 clusters Score -2488653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2475201.500000 Penalty: 4888.746094
	Iteration 0F: 3 clusters Score -2475202 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2480001.500000 Penalty: 4888.746094
	Iteration 1F: 3 clusters Score -2480002 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2480501.250000 Penalty: 4888.746094
	Iteration 2F: 3 clusters Score -2480501 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2480931.250000 Penalty: 4888.746094
	Iteration 3F: 3 clusters Score -2480931 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2481373.750000 Penalty: 4888.746094
	Iteration 4Q: 3 clusters Score -2481374 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2481876.750000 Penalty: 4888.746094
	Iteration 5F: 3 clusters Score -2481877 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2482429.250000 Penalty: 4888.746094
	Iteration 6F: 3 clusters Score -2482429 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2483085.750000 Penalty: 4888.746094
	Iteration 7F: 3 clusters Score -2483086 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2483832.750000 Penalty: 4888.746094
	Iteration 8F: 3 clusters Score -2483833 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2484648.750000 Penalty: 4888.746094
	Iteration 9Q: 3 clusters Score -2484649 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2485384.750000 Penalty: 4888.746094
	Iteration 10Q: 3 clusters Score -2485385 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2485898.250000 Penalty: 4888.746094
	Iteration 11Q: 3 clusters Score -2485898 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2486264.500000 Penalty: 4888.746094
	Iteration 12Q: 3 clusters Score -2486264 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2486540.250000 Penalty: 4888.746094
	Iteration 13Q: 3 clusters Score -2486540 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2486715.250000 Penalty: 4888.746094
	Iteration 14Q: 3 clusters Score -2486715 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2486832.000000 Penalty: 4888.746094
	Iteration 15Q: 3 clusters Score -2486832 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2486923.000000 Penalty: 4888.746094
	Iteration 16Q: 3 clusters Score -2486923 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2487020.500000 Penalty: 4888.746094
	Iteration 17Q: 3 clusters Score -2487020 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2487083.000000 Penalty: 4888.746094
	Iteration 18Q: 3 clusters Score -2487083 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2487135.750000 Penalty: 4888.746094
	Iteration 19Q: 3 clusters Score -2487136 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2487168.250000 Penalty: 4888.746094
	Iteration 20F: 3 clusters Score -2487168 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2487215.750000 Penalty: 4888.746094
	Iteration 21Q: 3 clusters Score -2487216 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2487250.250000 Penalty: 4888.746094
	Iteration 22Q: 3 clusters Score -2487250 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2487282.500000 Penalty: 4888.746094
	Iteration 23Q: 3 clusters Score -2487282 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2487310.750000 Penalty: 4888.746094
	Iteration 24Q: 3 clusters Score -2487311 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2487337.750000 Penalty: 4888.746094
	Iteration 25Q: 3 clusters Score -2487338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2487359.750000 Penalty: 4888.746094
	Iteration 26Q: 3 clusters Score -2487360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2487375.500000 Penalty: 4888.746094
	Iteration 27Q: 3 clusters Score -2487376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2487410.750000 Penalty: 4888.746094
	Iteration 28Q: 3 clusters Score -2487411 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2487444.750000 Penalty: 4888.746094
	Iteration 29Q: 3 clusters Score -2487445 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2487483.750000 Penalty: 4888.746094
	Iteration 30Q: 3 clusters Score -2487484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2487499.750000 Penalty: 4888.746094
	Iteration 31Q: 3 clusters Score -2487500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2487524.250000 Penalty: 4888.746094
	Iteration 32Q: 3 clusters Score -2487524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2487541.250000 Penalty: 4888.746094
	Iteration 33Q: 3 clusters Score -2487541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2487551.750000 Penalty: 4888.746094
	Iteration 34Q: 3 clusters Score -2487552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2487570.500000 Penalty: 4888.746094
	Iteration 35Q: 3 clusters Score -2487570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2487579.000000 Penalty: 4888.746094
	Iteration 36Q: 3 clusters Score -2487579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2487597.750000 Penalty: 4888.746094
	Iteration 37Q: 3 clusters Score -2487598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2487608.750000 Penalty: 4888.746094
	Iteration 38Q: 3 clusters Score -2487609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2487625.750000 Penalty: 4888.746094
	Iteration 39Q: 3 clusters Score -2487626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2487638.750000 Penalty: 4888.746094
	Iteration 40F: 3 clusters Score -2487639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2487657.500000 Penalty: 4888.746094
	Iteration 41Q: 3 clusters Score -2487658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2487660.750000 Penalty: 4888.746094
	Iteration 42Q: 3 clusters Score -2487661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2487664.500000 Penalty: 4888.746094
	Iteration 43Q: 3 clusters Score -2487664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2487669.250000 Penalty: 4888.746094
	Iteration 44Q: 3 clusters Score -2487669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2487669.500000 Penalty: 4888.746094
	Iteration 45Q: 3 clusters Score -2487670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2487669.250000 Penalty: 4888.746094
	Iteration 46Q: 3 clusters Score -2487669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2487668.500000 Penalty: 4888.746094
	Iteration 47Q: 3 clusters Score -2487668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2487671.750000 Penalty: 4888.746094
	Iteration 48Q: 3 clusters Score -2487672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2487675.250000 Penalty: 4888.746094
	Iteration 49Q: 3 clusters Score -2487675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2487674.250000 Penalty: 4888.746094
	Iteration 50Q: 3 clusters Score -2487674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2487676.250000 Penalty: 4888.746094
	Iteration 51Q: 3 clusters Score -2487676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2487678.250000 Penalty: 4888.746094
	Iteration 52Q: 3 clusters Score -2487678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2487676.500000 Penalty: 4888.746094
	Iteration 53Q: 3 clusters Score -2487676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2487678.500000 Penalty: 4888.746094
	Iteration 54Q: 3 clusters Score -2487678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2487678.500000 Penalty: 4888.746094
	Iteration 55F: 3 clusters Score -2487678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (143725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143725 members 
Entering Unmasked Estep 
Score: -18498310.000000 Penalty: 2945.162842
	Iteration 0F: 2 clusters Score -1.849831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71846 members 
Mstep: Class 2 contains 71879 members 
Entering Unmasked Estep 
Score: -18402628.000000 Penalty: 5890.325684
	Iteration 0F: 3 clusters Score -1.840263e+07 nChanged 68260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 71981 members 
Entering Unmasked Estep 
Score: -18442234.000000 Penalty: 5890.325684
	Iteration 1F: 3 clusters Score -1.844223e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71532 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -18443014.000000 Penalty: 5890.325684
	Iteration 2Q: 3 clusters Score -1.844301e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71148 members 
Mstep: Class 2 contains 72577 members 
Entering Unmasked Estep 
Score: -18443894.000000 Penalty: 5890.325684
	Iteration 3Q: 3 clusters Score -1.844389e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70578 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -18444878.000000 Penalty: 5890.325684
	Iteration 4Q: 3 clusters Score -1.844488e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 73930 members 
Entering Unmasked Estep 
Score: -18446134.000000 Penalty: 5890.325684
	Iteration 5Q: 3 clusters Score -1.844613e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68626 members 
Mstep: Class 2 contains 75099 members 
Entering Unmasked Estep 
Score: -18447658.000000 Penalty: 5890.325684
	Iteration 6Q: 3 clusters Score -1.844766e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 76680 members 
Entering Unmasked Estep 
Score: -18449782.000000 Penalty: 5890.325684
	Iteration 7Q: 3 clusters Score -1.844978e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64948 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -18452462.000000 Penalty: 5890.325684
	Iteration 8Q: 3 clusters Score -1.845246e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 81307 members 
Entering Unmasked Estep 
Score: -18455942.000000 Penalty: 5890.325684
	Iteration 9Q: 3 clusters Score -1.845594e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -18460404.000000 Penalty: 5890.325684
	Iteration 10F: 3 clusters Score -1.84604e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 87154 members 
Entering Unmasked Estep 
Score: -18465432.000000 Penalty: 5890.325684
	Iteration 11F: 3 clusters Score -1.846543e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 89785 members 
Entering Unmasked Estep 
Score: -18470350.000000 Penalty: 5890.325684
	Iteration 12F: 3 clusters Score -1.847035e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 91978 members 
Entering Unmasked Estep 
Score: -18473320.000000 Penalty: 5890.325684
	Iteration 13Q: 3 clusters Score -1.847332e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 93761 members 
Entering Unmasked Estep 
Score: -18474856.000000 Penalty: 5890.325684
	Iteration 14Q: 3 clusters Score -1.847486e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 95469 members 
Entering Unmasked Estep 
Score: -18475560.000000 Penalty: 5890.325684
	Iteration 15Q: 3 clusters Score -1.847556e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 97150 members 
Entering Unmasked Estep 
Score: -18475944.000000 Penalty: 5890.325684
	Iteration 16Q: 3 clusters Score -1.847594e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 98870 members 
Entering Unmasked Estep 
Score: -18476414.000000 Penalty: 5890.325684
	Iteration 17Q: 3 clusters Score -1.847641e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 100737 members 
Entering Unmasked Estep 
Score: -18476968.000000 Penalty: 5890.325684
	Iteration 18Q: 3 clusters Score -1.847697e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 102669 members 
Entering Unmasked Estep 
Score: -18477526.000000 Penalty: 5890.325684
	Iteration 19Q: 3 clusters Score -1.847753e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 104727 members 
Entering Unmasked Estep 
Score: -18478178.000000 Penalty: 5890.325684
	Iteration 20F: 3 clusters Score -1.847818e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 106964 members 
Entering Unmasked Estep 
Score: -18478890.000000 Penalty: 5890.325684
	Iteration 21Q: 3 clusters Score -1.847889e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 109367 members 
Entering Unmasked Estep 
Score: -18479608.000000 Penalty: 5890.325684
	Iteration 22Q: 3 clusters Score -1.847961e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 112000 members 
Entering Unmasked Estep 
Score: -18480358.000000 Penalty: 5890.325684
	Iteration 23Q: 3 clusters Score -1.848036e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 114628 members 
Entering Unmasked Estep 
Score: -18481228.000000 Penalty: 5890.325684
	Iteration 24Q: 3 clusters Score -1.848123e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 117365 members 
Entering Unmasked Estep 
Score: -18482180.000000 Penalty: 5890.325684
	Iteration 25Q: 3 clusters Score -1.848218e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 120191 members 
Entering Unmasked Estep 
Score: -18483364.000000 Penalty: 5890.325684
	Iteration 26Q: 3 clusters Score -1.848336e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 123085 members 
Entering Unmasked Estep 
Score: -18484712.000000 Penalty: 5890.325684
	Iteration 27Q: 3 clusters Score -1.848471e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 126008 members 
Entering Unmasked Estep 
Score: -18486240.000000 Penalty: 5890.325684
	Iteration 28Q: 3 clusters Score -1.848624e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 128840 members 
Entering Unmasked Estep 
Score: -18487794.000000 Penalty: 5890.325684
	Iteration 29Q: 3 clusters Score -1.848779e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 131447 members 
Entering Unmasked Estep 
Score: -18489306.000000 Penalty: 5890.325684
	Iteration 30Q: 3 clusters Score -1.848931e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 133767 members 
Entering Unmasked Estep 
Score: -18490542.000000 Penalty: 5890.325684
	Iteration 31Q: 3 clusters Score -1.849054e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 135737 members 
Entering Unmasked Estep 
Score: -18491734.000000 Penalty: 5890.325684
	Iteration 32Q: 3 clusters Score -1.849173e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 137479 members 
Entering Unmasked Estep 
Score: -18492842.000000 Penalty: 5890.325684
	Iteration 33Q: 3 clusters Score -1.849284e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 138896 members 
Entering Unmasked Estep 
Score: -18493784.000000 Penalty: 5890.325684
	Iteration 34Q: 3 clusters Score -1.849378e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 139975 members 
Entering Unmasked Estep 
Score: -18494472.000000 Penalty: 5890.325684
	Iteration 35Q: 3 clusters Score -1.849447e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 140777 members 
Entering Unmasked Estep 
Score: -18495104.000000 Penalty: 5890.325684
	Iteration 36Q: 3 clusters Score -1.84951e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 141316 members 
Entering Unmasked Estep 
Score: -18495484.000000 Penalty: 5890.325684
	Iteration 37Q: 3 clusters Score -1.849548e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 141657 members 
Entering Unmasked Estep 
Score: -18495720.000000 Penalty: 5890.325684
	Iteration 38Q: 3 clusters Score -1.849572e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 141883 members 
Entering Unmasked Estep 
Score: -18495910.000000 Penalty: 5890.325684
	Iteration 39Q: 3 clusters Score -1.849591e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 142046 members 
Entering Unmasked Estep 
Score: -18496102.000000 Penalty: 5890.325684
	Iteration 40F: 3 clusters Score -1.84961e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 142144 members 
Entering Unmasked Estep 
Score: -18496220.000000 Penalty: 5890.325684
	Iteration 41Q: 3 clusters Score -1.849622e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 142221 members 
Entering Unmasked Estep 
Score: -18496290.000000 Penalty: 5890.325684
	Iteration 42Q: 3 clusters Score -1.849629e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 142261 members 
Entering Unmasked Estep 
Score: -18496340.000000 Penalty: 5890.325684
	Iteration 43Q: 3 clusters Score -1.849634e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 142289 members 
Entering Unmasked Estep 
Score: -18496372.000000 Penalty: 5890.325684
	Iteration 44Q: 3 clusters Score -1.849637e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 142304 members 
Entering Unmasked Estep 
Score: -18496386.000000 Penalty: 5890.325684
	Iteration 45Q: 3 clusters Score -1.849639e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 142298 members 
Entering Unmasked Estep 
Score: -18496390.000000 Penalty: 5890.325684
	Iteration 46Q: 3 clusters Score -1.849639e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 142297 members 
Entering Unmasked Estep 
Score: -18496432.000000 Penalty: 5890.325684
	Iteration 47Q: 3 clusters Score -1.849643e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 142292 members 
Entering Unmasked Estep 
Score: -18496436.000000 Penalty: 5890.325684
	Iteration 48Q: 3 clusters Score -1.849644e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 142288 members 
Entering Unmasked Estep 
Score: -18496446.000000 Penalty: 5890.325684
	Iteration 49Q: 3 clusters Score -1.849645e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 142284 members 
Entering Unmasked Estep 
Score: -18496450.000000 Penalty: 5890.325684
	Iteration 50Q: 3 clusters Score -1.849645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 142285 members 
Entering Unmasked Estep 
Score: -18496440.000000 Penalty: 5890.325684
	Iteration 51Q: 3 clusters Score -1.849644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 142285 members 
Entering Unmasked Estep 
Score: -18496462.000000 Penalty: 5890.325684
	Iteration 52Q: 3 clusters Score -1.849646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 142281 members 
Entering Unmasked Estep 
Score: -18496456.000000 Penalty: 5890.325684
	Iteration 53Q: 3 clusters Score -1.849646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 142280 members 
Entering Unmasked Estep 
Score: -18496450.000000 Penalty: 5890.325684
	Iteration 54Q: 3 clusters Score -1.849645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 142277 members 
Entering Unmasked Estep 
Score: -18496446.000000 Penalty: 5890.325684
	Iteration 55Q: 3 clusters Score -1.849645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 142274 members 
Entering Unmasked Estep 
Score: -18496452.000000 Penalty: 5890.325684
	Iteration 56Q: 3 clusters Score -1.849645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 142271 members 
Entering Unmasked Estep 
Score: -18496464.000000 Penalty: 5890.325684
	Iteration 57Q: 3 clusters Score -1.849646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 142272 members 
Entering Unmasked Estep 
Score: -18496462.000000 Penalty: 5890.325684
	Iteration 58Q: 3 clusters Score -1.849646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 142270 members 
Entering Unmasked Estep 
Score: -18496472.000000 Penalty: 5890.325684
	Iteration 59Q: 3 clusters Score -1.849647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 142268 members 
Entering Unmasked Estep 
Score: -18496474.000000 Penalty: 5890.325684
	Iteration 60F: 3 clusters Score -1.849647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 142266 members 
Entering Unmasked Estep 
Score: -18496468.000000 Penalty: 5890.325684
	Iteration 61Q: 3 clusters Score -1.849647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 142266 members 
Entering Unmasked Estep 
Score: -18496478.000000 Penalty: 5890.325684
	Iteration 62Q: 3 clusters Score -1.849648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 142267 members 
Entering Unmasked Estep 
Score: -18496484.000000 Penalty: 5890.325684
	Iteration 63Q: 3 clusters Score -1.849648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 142266 members 
Entering Unmasked Estep 
Score: -18496484.000000 Penalty: 5890.325684
	Iteration 64Q: 3 clusters Score -1.849648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 142266 members 
Entering Unmasked Estep 
Score: -18496484.000000 Penalty: 5890.325684
	Iteration 65F: 3 clusters Score -1.849648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Entering Unmasked Estep 
Score: -2942595.250000 Penalty: 2503.102783
	Iteration 0F: 2 clusters Score -2942595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2925813.750000 Penalty: 5006.205566
	Iteration 0F: 3 clusters Score -2925814 nChanged 10754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2931959.000000 Penalty: 5006.205566
	Iteration 1F: 3 clusters Score -2931959 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2932724.500000 Penalty: 5006.205566
	Iteration 2F: 3 clusters Score -2932724 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2933527.000000 Penalty: 5006.205566
	Iteration 3F: 3 clusters Score -2933527 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2934343.500000 Penalty: 5006.205566
	Iteration 4F: 3 clusters Score -2934344 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2935079.500000 Penalty: 5006.205566
	Iteration 5F: 3 clusters Score -2935080 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2935778.500000 Penalty: 5006.205566
	Iteration 6F: 3 clusters Score -2935778 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2936350.250000 Penalty: 5006.205566
	Iteration 7Q: 3 clusters Score -2936350 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2936850.750000 Penalty: 5006.205566
	Iteration 8Q: 3 clusters Score -2936851 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2937278.000000 Penalty: 5006.205566
	Iteration 9Q: 3 clusters Score -2937278 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2937651.250000 Penalty: 5006.205566
	Iteration 10Q: 3 clusters Score -2937651 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2937926.750000 Penalty: 5006.205566
	Iteration 11Q: 3 clusters Score -2937927 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2938128.500000 Penalty: 5006.205566
	Iteration 12Q: 3 clusters Score -2938128 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2938233.750000 Penalty: 5006.205566
	Iteration 13Q: 3 clusters Score -2938234 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2938309.250000 Penalty: 5006.205566
	Iteration 14Q: 3 clusters Score -2938309 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2938379.250000 Penalty: 5006.205566
	Iteration 15Q: 3 clusters Score -2938379 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2938439.250000 Penalty: 5006.205566
	Iteration 16Q: 3 clusters Score -2938439 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2938475.500000 Penalty: 5006.205566
	Iteration 17Q: 3 clusters Score -2938476 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2938509.750000 Penalty: 5006.205566
	Iteration 18Q: 3 clusters Score -2938510 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2938549.000000 Penalty: 5006.205566
	Iteration 19Q: 3 clusters Score -2938549 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2938568.750000 Penalty: 5006.205566
	Iteration 20F: 3 clusters Score -2938569 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2938587.750000 Penalty: 5006.205566
	Iteration 21Q: 3 clusters Score -2938588 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2938617.250000 Penalty: 5006.205566
	Iteration 22Q: 3 clusters Score -2938617 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2938653.250000 Penalty: 5006.205566
	Iteration 23Q: 3 clusters Score -2938653 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2938672.750000 Penalty: 5006.205566
	Iteration 24Q: 3 clusters Score -2938673 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2938693.000000 Penalty: 5006.205566
	Iteration 25Q: 3 clusters Score -2938693 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2938708.750000 Penalty: 5006.205566
	Iteration 26Q: 3 clusters Score -2938709 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2938722.250000 Penalty: 5006.205566
	Iteration 27Q: 3 clusters Score -2938722 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2938739.250000 Penalty: 5006.205566
	Iteration 28Q: 3 clusters Score -2938739 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2938747.500000 Penalty: 5006.205566
	Iteration 29Q: 3 clusters Score -2938748 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2938756.000000 Penalty: 5006.205566
	Iteration 30Q: 3 clusters Score -2938756 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2938772.500000 Penalty: 5006.205566
	Iteration 31Q: 3 clusters Score -2938772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2938769.500000 Penalty: 5006.205566
	Iteration 32Q: 3 clusters Score -2938770 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2938775.000000 Penalty: 5006.205566
	Iteration 33Q: 3 clusters Score -2938775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2938779.500000 Penalty: 5006.205566
	Iteration 34Q: 3 clusters Score -2938780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2938780.250000 Penalty: 5006.205566
	Iteration 35Q: 3 clusters Score -2938780 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2938785.500000 Penalty: 5006.205566
	Iteration 36Q: 3 clusters Score -2938786 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2938797.250000 Penalty: 5006.205566
	Iteration 37Q: 3 clusters Score -2938797 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2938807.750000 Penalty: 5006.205566
	Iteration 38Q: 3 clusters Score -2938808 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2938812.500000 Penalty: 5006.205566
	Iteration 39Q: 3 clusters Score -2938812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2938818.250000 Penalty: 5006.205566
	Iteration 40F: 3 clusters Score -2938818 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2938831.000000 Penalty: 5006.205566
	Iteration 41Q: 3 clusters Score -2938831 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2938841.000000 Penalty: 5006.205566
	Iteration 42Q: 3 clusters Score -2938841 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2938860.000000 Penalty: 5006.205566
	Iteration 43Q: 3 clusters Score -2938860 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2938873.250000 Penalty: 5006.205566
	Iteration 44Q: 3 clusters Score -2938873 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2938887.750000 Penalty: 5006.205566
	Iteration 45Q: 3 clusters Score -2938888 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2938906.000000 Penalty: 5006.205566
	Iteration 46Q: 3 clusters Score -2938906 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2938900.250000 Penalty: 5006.205566
	Iteration 47Q: 3 clusters Score -2938900 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2938927.000000 Penalty: 5006.205566
	Iteration 48Q: 3 clusters Score -2938927 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2938938.500000 Penalty: 5006.205566
	Iteration 49Q: 3 clusters Score -2938938 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2938950.000000 Penalty: 5006.205566
	Iteration 50Q: 3 clusters Score -2938950 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2938972.000000 Penalty: 5006.205566
	Iteration 51Q: 3 clusters Score -2938972 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2938998.500000 Penalty: 5006.205566
	Iteration 52Q: 3 clusters Score -2938998 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2939012.750000 Penalty: 5006.205566
	Iteration 53Q: 3 clusters Score -2939013 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2939025.000000 Penalty: 5006.205566
	Iteration 54Q: 3 clusters Score -2939025 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2939038.500000 Penalty: 5006.205566
	Iteration 55Q: 3 clusters Score -2939038 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2939048.500000 Penalty: 5006.205566
	Iteration 56Q: 3 clusters Score -2939048 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2939063.750000 Penalty: 5006.205566
	Iteration 57Q: 3 clusters Score -2939064 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2939066.250000 Penalty: 5006.205566
	Iteration 58Q: 3 clusters Score -2939066 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2939081.250000 Penalty: 5006.205566
	Iteration 59Q: 3 clusters Score -2939081 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2939092.000000 Penalty: 5006.205566
	Iteration 60F: 3 clusters Score -2939092 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2939099.000000 Penalty: 5006.205566
	Iteration 61Q: 3 clusters Score -2939099 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2939106.500000 Penalty: 5006.205566
	Iteration 62Q: 3 clusters Score -2939106 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2939120.000000 Penalty: 5006.205566
	Iteration 63Q: 3 clusters Score -2939120 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2939137.000000 Penalty: 5006.205566
	Iteration 64Q: 3 clusters Score -2939137 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2939142.750000 Penalty: 5006.205566
	Iteration 65Q: 3 clusters Score -2939143 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2939147.000000 Penalty: 5006.205566
	Iteration 66Q: 3 clusters Score -2939147 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2939163.250000 Penalty: 5006.205566
	Iteration 67Q: 3 clusters Score -2939163 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2939176.250000 Penalty: 5006.205566
	Iteration 68Q: 3 clusters Score -2939176 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2939187.500000 Penalty: 5006.205566
	Iteration 69Q: 3 clusters Score -2939188 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2939208.000000 Penalty: 5006.205566
	Iteration 70Q: 3 clusters Score -2939208 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2939234.750000 Penalty: 5006.205566
	Iteration 71Q: 3 clusters Score -2939235 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2939261.000000 Penalty: 5006.205566
	Iteration 72Q: 3 clusters Score -2939261 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2939293.250000 Penalty: 5006.205566
	Iteration 73Q: 3 clusters Score -2939293 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2939304.500000 Penalty: 5006.205566
	Iteration 74Q: 3 clusters Score -2939304 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2939350.250000 Penalty: 5006.205566
	Iteration 75Q: 3 clusters Score -2939350 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2939380.750000 Penalty: 5006.205566
	Iteration 76Q: 3 clusters Score -2939381 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2939415.000000 Penalty: 5006.205566
	Iteration 77Q: 3 clusters Score -2939415 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2939457 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2939525.000000 Penalty: 5006.205566
	Iteration 79Q: 3 clusters Score -2939525 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2939589 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2939653.250000 Penalty: 5006.205566
	Iteration 81Q: 3 clusters Score -2939653 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2939734.000000 Penalty: 5006.205566
	Iteration 82Q: 3 clusters Score -2939734 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -2939827.750000 Penalty: 5006.205566
	Iteration 83Q: 3 clusters Score -2939828 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2939942.750000 Penalty: 5006.205566
	Iteration 84Q: 3 clusters Score -2939943 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2940055.250000 Penalty: 5006.205566
	Iteration 85Q: 3 clusters Score -2940055 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2940148.500000 Penalty: 5006.205566
	Iteration 86Q: 3 clusters Score -2940148 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2940225.000000 Penalty: 5006.205566
	Iteration 87Q: 3 clusters Score -2940225 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2940317.250000 Penalty: 5006.205566
	Iteration 88Q: 3 clusters Score -2940317 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2940445.750000 Penalty: 5006.205566
	Iteration 89Q: 3 clusters Score -2940446 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -2940539.750000 Penalty: 5006.205566
	Iteration 90Q: 3 clusters Score -2940540 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -2940678.750000 Penalty: 5006.205566
	Iteration 91Q: 3 clusters Score -2940679 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2940790.500000 Penalty: 5006.205566
	Iteration 92Q: 3 clusters Score -2940790 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2940873.000000 Penalty: 5006.205566
	Iteration 93Q: 3 clusters Score -2940873 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2940939.250000 Penalty: 5006.205566
	Iteration 94Q: 3 clusters Score -2940939 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2940970.750000 Penalty: 5006.205566
	Iteration 95Q: 3 clusters Score -2940971 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2940995.500000 Penalty: 5006.205566
	Iteration 96Q: 3 clusters Score -2940996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -2941023.750000 Penalty: 5006.205566
	Iteration 97Q: 3 clusters Score -2941024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -2941030.000000 Penalty: 5006.205566
	Iteration 98Q: 3 clusters Score -2941030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -2941042.250000 Penalty: 5006.205566
	Iteration 99Q: 3 clusters Score -2941042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2941045.750000 Penalty: 5006.205566
	Iteration 100F: 3 clusters Score -2941046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2941048.500000 Penalty: 5006.205566
	Iteration 101Q: 3 clusters Score -2941048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -2941050.000000 Penalty: 5006.205566
	Iteration 102Q: 3 clusters Score -2941050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2941053.000000 Penalty: 5006.205566
	Iteration 103Q: 3 clusters Score -2941053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2941063.250000 Penalty: 5006.205566
	Iteration 104Q: 3 clusters Score -2941063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -2941070.750000 Penalty: 5006.205566
	Iteration 105Q: 3 clusters Score -2941071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2941063.750000 Penalty: 5006.205566
	Iteration 106Q: 3 clusters Score -2941064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -2941069.000000 Penalty: 5006.205566
	Iteration 107Q: 3 clusters Score -2941069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -2941071.250000 Penalty: 5006.205566
	Iteration 108Q: 3 clusters Score -2941071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2941080.500000 Penalty: 5006.205566
	Iteration 109Q: 3 clusters Score -2941080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2941077.750000 Penalty: 5006.205566
	Iteration 110Q: 3 clusters Score -2941078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2941076.500000 Penalty: 5006.205566
	Iteration 111Q: 3 clusters Score -2941076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2941075.750000 Penalty: 5006.205566
	Iteration 112Q: 3 clusters Score -2941076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -2941076.750000 Penalty: 5006.205566
	Iteration 113Q: 3 clusters Score -2941077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2941071.500000 Penalty: 5006.205566
	Iteration 114Q: 3 clusters Score -2941072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -2941077.750000 Penalty: 5006.205566
	Iteration 115Q: 3 clusters Score -2941078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2941081.750000 Penalty: 5006.205566
	Iteration 116Q: 3 clusters Score -2941082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2941079.250000 Penalty: 5006.205566
	Iteration 117Q: 3 clusters Score -2941079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2941081.500000 Penalty: 5006.205566
	Iteration 118Q: 3 clusters Score -2941082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2941085.750000 Penalty: 5006.205566
	Iteration 119Q: 3 clusters Score -2941086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2941089.500000 Penalty: 5006.205566
	Iteration 120F: 3 clusters Score -2941090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -2941088.250000 Penalty: 5006.205566
	Iteration 121Q: 3 clusters Score -2941088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -2941085.500000 Penalty: 5006.205566
	Iteration 122Q: 3 clusters Score -2941086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2941090.000000 Penalty: 5006.205566
	Iteration 123Q: 3 clusters Score -2941090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2941096.000000 Penalty: 5006.205566
	Iteration 124Q: 3 clusters Score -2941096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -2941100.250000 Penalty: 5006.205566
	Iteration 125Q: 3 clusters Score -2941100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2941099.000000 Penalty: 5006.205566
	Iteration 126Q: 3 clusters Score -2941099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2941098.750000 Penalty: 5006.205566
	Iteration 127Q: 3 clusters Score -2941099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2941101.500000 Penalty: 5006.205566
	Iteration 128Q: 3 clusters Score -2941102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2941100.500000 Penalty: 5006.205566
	Iteration 129Q: 3 clusters Score -2941100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2941100.500000 Penalty: 5006.205566
	Iteration 130F: 3 clusters Score -2941100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Entering Unmasked Estep 
Score: -483166.531250 Penalty: 2052.545898
	Iteration 0F: 2 clusters Score -483166.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -479301.343750 Penalty: 4105.091797
	Iteration 0F: 3 clusters Score -479301.3 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -480378.468750 Penalty: 4105.091797
	Iteration 1F: 3 clusters Score -480378.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -480693.968750 Penalty: 4105.091797
	Iteration 2F: 3 clusters Score -480694 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -481020.812500 Penalty: 4105.091797
	Iteration 3F: 3 clusters Score -481020.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -481345.875000 Penalty: 4105.091797
	Iteration 4F: 3 clusters Score -481345.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -481723.718750 Penalty: 4105.091797
	Iteration 5F: 3 clusters Score -481723.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -482037.812500 Penalty: 4105.091797
	Iteration 6F: 3 clusters Score -482037.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -482233.218750 Penalty: 4105.091797
	Iteration 7Q: 3 clusters Score -482233.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -482351.187500 Penalty: 4105.091797
	Iteration 8Q: 3 clusters Score -482351.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -482417.156250 Penalty: 4105.091797
	Iteration 9Q: 3 clusters Score -482417.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -482452.250000 Penalty: 4105.091797
	Iteration 10Q: 3 clusters Score -482452.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -482472.156250 Penalty: 4105.091797
	Iteration 11Q: 3 clusters Score -482472.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -482483.187500 Penalty: 4105.091797
	Iteration 12Q: 3 clusters Score -482483.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -482492.375000 Penalty: 4105.091797
	Iteration 13Q: 3 clusters Score -482492.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -482499.468750 Penalty: 4105.091797
	Iteration 14Q: 3 clusters Score -482499.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -482505.625000 Penalty: 4105.091797
	Iteration 15Q: 3 clusters Score -482505.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -482512.937500 Penalty: 4105.091797
	Iteration 16Q: 3 clusters Score -482512.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -482516.125000 Penalty: 4105.091797
	Iteration 17Q: 3 clusters Score -482516.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -482517.843750 Penalty: 4105.091797
	Iteration 18Q: 3 clusters Score -482517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -482517.843750 Penalty: 4105.091797
	Iteration 19F: 3 clusters Score -482517.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (179202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179202 members 
Entering Unmasked Estep 
Score: -22984614.000000 Penalty: 2999.874512
	Iteration 0F: 2 clusters Score -2.298461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89236 members 
Mstep: Class 2 contains 89966 members 
Entering Unmasked Estep 
Score: -22865198.000000 Penalty: 5999.749023
	Iteration 0F: 3 clusters Score -2.28652e+07 nChanged 85885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84469 members 
Mstep: Class 2 contains 94733 members 
Entering Unmasked Estep 
Score: -22915686.000000 Penalty: 5999.749023
	Iteration 1F: 3 clusters Score -2.291569e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 98131 members 
Entering Unmasked Estep 
Score: -22917110.000000 Penalty: 5999.749023
	Iteration 2Q: 3 clusters Score -2.291711e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 103387 members 
Entering Unmasked Estep 
Score: -22919556.000000 Penalty: 5999.749023
	Iteration 3Q: 3 clusters Score -2.291956e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 111168 members 
Entering Unmasked Estep 
Score: -22923562.000000 Penalty: 5999.749023
	Iteration 4Q: 3 clusters Score -2.292356e+07 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 122188 members 
Entering Unmasked Estep 
Score: -22931266.000000 Penalty: 5999.749023
	Iteration 5F: 3 clusters Score -2.293127e+07 nChanged 14442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 136368 members 
Entering Unmasked Estep 
Score: -22942790.000000 Penalty: 5999.749023
	Iteration 6F: 3 clusters Score -2.294279e+07 nChanged 15175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 151475 members 
Entering Unmasked Estep 
Score: -22956638.000000 Penalty: 5999.749023
	Iteration 7F: 3 clusters Score -2.295664e+07 nChanged 12566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 164033 members 
Entering Unmasked Estep 
Score: -22968482.000000 Penalty: 5999.749023
	Iteration 8F: 3 clusters Score -2.296848e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 172019 members 
Entering Unmasked Estep 
Score: -22975774.000000 Penalty: 5999.749023
	Iteration 9Q: 3 clusters Score -2.297577e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 176116 members 
Entering Unmasked Estep 
Score: -22979456.000000 Penalty: 5999.749023
	Iteration 10Q: 3 clusters Score -2.297946e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 177770 members 
Entering Unmasked Estep 
Score: -22980934.000000 Penalty: 5999.749023
	Iteration 11Q: 3 clusters Score -2.298093e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 178380 members 
Entering Unmasked Estep 
Score: -22981596.000000 Penalty: 5999.749023
	Iteration 12Q: 3 clusters Score -2.29816e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 178596 members 
Entering Unmasked Estep 
Score: -22981778.000000 Penalty: 5999.749023
	Iteration 13Q: 3 clusters Score -2.298178e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 178689 members 
Entering Unmasked Estep 
Score: -22981904.000000 Penalty: 5999.749023
	Iteration 14Q: 3 clusters Score -2.29819e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 178743 members 
Entering Unmasked Estep 
Score: -22981970.000000 Penalty: 5999.749023
	Iteration 15Q: 3 clusters Score -2.298197e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 178776 members 
Entering Unmasked Estep 
Score: -22982010.000000 Penalty: 5999.749023
	Iteration 16Q: 3 clusters Score -2.298201e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 178787 members 
Entering Unmasked Estep 
Score: -22982026.000000 Penalty: 5999.749023
	Iteration 17Q: 3 clusters Score -2.298203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 178795 members 
Entering Unmasked Estep 
Score: -22982050.000000 Penalty: 5999.749023
	Iteration 18Q: 3 clusters Score -2.298205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 178801 members 
Entering Unmasked Estep 
Score: -22982050.000000 Penalty: 5999.749023
	Iteration 19Q: 3 clusters Score -2.298205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 178809 members 
Entering Unmasked Estep 
Score: -22982052.000000 Penalty: 5999.749023
	Iteration 20F: 3 clusters Score -2.298205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 178812 members 
Entering Unmasked Estep 
Score: -22982052.000000 Penalty: 5999.749023
	Iteration 21Q: 3 clusters Score -2.298205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 178814 members 
Entering Unmasked Estep 
Score: -22982050.000000 Penalty: 5999.749023
	Iteration 22Q: 3 clusters Score -2.298205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 178818 members 
Entering Unmasked Estep 
Score: -22982044.000000 Penalty: 5999.749023
	Iteration 23Q: 3 clusters Score -2.298204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 178819 members 
Entering Unmasked Estep 
Score: -22982050.000000 Penalty: 5999.749023
	Iteration 24Q: 3 clusters Score -2.298205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 178819 members 
Entering Unmasked Estep 
Score: -22982050.000000 Penalty: 5999.749023
	Iteration 25F: 3 clusters Score -2.298205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (51922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51922 members 
Entering Unmasked Estep 
Score: -6683925.500000 Penalty: 2692.659668
	Iteration 0F: 2 clusters Score -6683926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -6649203.500000 Penalty: 5385.319336
	Iteration 0F: 3 clusters Score -6649204 nChanged 23939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -6662297.000000 Penalty: 5385.319336
	Iteration 1F: 3 clusters Score -6662297 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -6662867.000000 Penalty: 5385.319336
	Iteration 2Q: 3 clusters Score -6662867 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -6663477.500000 Penalty: 5385.319336
	Iteration 3Q: 3 clusters Score -6663478 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -6664356.000000 Penalty: 5385.319336
	Iteration 4Q: 3 clusters Score -6664356 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -6665576.500000 Penalty: 5385.319336
	Iteration 5Q: 3 clusters Score -6665576 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -6667587.500000 Penalty: 5385.319336
	Iteration 6F: 3 clusters Score -6667588 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -6670717.000000 Penalty: 5385.319336
	Iteration 7F: 3 clusters Score -6670717 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -6674631.500000 Penalty: 5385.319336
	Iteration 8F: 3 clusters Score -6674632 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -6678133.500000 Penalty: 5385.319336
	Iteration 9F: 3 clusters Score -6678134 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -6680229.000000 Penalty: 5385.319336
	Iteration 10Q: 3 clusters Score -6680229 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -6681029.000000 Penalty: 5385.319336
	Iteration 11Q: 3 clusters Score -6681029 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -6681334.000000 Penalty: 5385.319336
	Iteration 12Q: 3 clusters Score -6681334 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -6681467.000000 Penalty: 5385.319336
	Iteration 13Q: 3 clusters Score -6681467 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -6681524.500000 Penalty: 5385.319336
	Iteration 14Q: 3 clusters Score -6681524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -6681547.500000 Penalty: 5385.319336
	Iteration 15Q: 3 clusters Score -6681548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -6681579.000000 Penalty: 5385.319336
	Iteration 16Q: 3 clusters Score -6681579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -6681596.000000 Penalty: 5385.319336
	Iteration 17Q: 3 clusters Score -6681596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -6681618.500000 Penalty: 5385.319336
	Iteration 18Q: 3 clusters Score -6681618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -6681622.500000 Penalty: 5385.319336
	Iteration 19Q: 3 clusters Score -6681622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -6681643.500000 Penalty: 5385.319336
	Iteration 20F: 3 clusters Score -6681644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 51626 members 
Entering Unmasked Estep 
Score: -6681669.000000 Penalty: 5385.319336
	Iteration 21Q: 3 clusters Score -6681669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -6681682.500000 Penalty: 5385.319336
	Iteration 22Q: 3 clusters Score -6681682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -6681686.000000 Penalty: 5385.319336
	Iteration 23Q: 3 clusters Score -6681686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -6681693.500000 Penalty: 5385.319336
	Iteration 24Q: 3 clusters Score -6681694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -6681695.500000 Penalty: 5385.319336
	Iteration 25Q: 3 clusters Score -6681696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 51624 members 
Entering Unmasked Estep 
Score: -6681709.500000 Penalty: 5385.319336
	Iteration 26Q: 3 clusters Score -6681710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -6681712.000000 Penalty: 5385.319336
	Iteration 27Q: 3 clusters Score -6681712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -6681716.500000 Penalty: 5385.319336
	Iteration 28Q: 3 clusters Score -6681716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -6681717.000000 Penalty: 5385.319336
	Iteration 29Q: 3 clusters Score -6681717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -6681724.000000 Penalty: 5385.319336
	Iteration 30Q: 3 clusters Score -6681724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -6681724.500000 Penalty: 5385.319336
	Iteration 31Q: 3 clusters Score -6681724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -6681726.500000 Penalty: 5385.319336
	Iteration 32Q: 3 clusters Score -6681726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 51624 members 
Entering Unmasked Estep 
Score: -6681730.500000 Penalty: 5385.319336
	Iteration 33Q: 3 clusters Score -6681730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -6681733.500000 Penalty: 5385.319336
	Iteration 34Q: 3 clusters Score -6681734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -6681737.500000 Penalty: 5385.319336
	Iteration 35Q: 3 clusters Score -6681738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -6681737.500000 Penalty: 5385.319336
	Iteration 36F: 3 clusters Score -6681738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -12027.214844 Penalty: 1267.772949
	Iteration 0F: 2 clusters Score -12027.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11083.999023 Penalty: 2535.545898
	Iteration 0F: 3 clusters Score -11084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11258.915039 Penalty: 2535.545898
	Iteration 1F: 3 clusters Score -11258.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11326.727539 Penalty: 2535.545898
	Iteration 2Q: 3 clusters Score -11326.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11380.372070 Penalty: 2535.545898
	Iteration 3Q: 3 clusters Score -11380.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11432.273438 Penalty: 2535.545898
	Iteration 4Q: 3 clusters Score -11432.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11483.497070 Penalty: 2535.545898
	Iteration 5Q: 3 clusters Score -11483.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11493.788086 Penalty: 2535.545898
	Iteration 6Q: 3 clusters Score -11493.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11527.666992 Penalty: 2535.545898
	Iteration 7Q: 3 clusters Score -11527.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11544.459961 Penalty: 2535.545898
	Iteration 8Q: 3 clusters Score -11544.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11556.036133 Penalty: 2535.545898
	Iteration 9Q: 3 clusters Score -11556.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11588.589844 Penalty: 2535.545898
	Iteration 10Q: 3 clusters Score -11588.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11607.745117 Penalty: 2535.545898
	Iteration 11Q: 3 clusters Score -11607.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11769.349609 Penalty: 2535.545898
	Iteration 12Q: 3 clusters Score -11769.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11784.753906 Penalty: 2535.545898
	Iteration 13Q: 3 clusters Score -11784.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11784.753906 Penalty: 2535.545898
	Iteration 14F: 3 clusters Score -11784.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -79273.140625 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -79273.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77633.046875 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -77633.05 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77848.750000 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -77848.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77976.500000 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -77976.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -78039.953125 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -78039.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78086.289062 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -78086.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -78117.882812 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -78117.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78129.484375 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -78129.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -78136.148438 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -78136.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -78161.218750 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -78161.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -78168.437500 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -78168.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -78178.132812 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -78178.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -78183.132812 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -78183.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -78193.562500 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -78193.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -78206.992188 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -78206.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -78227.289062 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -78227.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -78236.671875 Penalty: 3215.621338
	Iteration 15Q: 3 clusters Score -78236.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -78246.921875 Penalty: 3215.621338
	Iteration 16Q: 3 clusters Score -78246.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -78256.234375 Penalty: 3215.621338
	Iteration 17Q: 3 clusters Score -78256.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -78259.625000 Penalty: 3215.621338
	Iteration 18Q: 3 clusters Score -78259.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -78267.140625 Penalty: 3215.621338
	Iteration 19Q: 3 clusters Score -78267.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -78268.250000 Penalty: 3215.621338
	Iteration 20F: 3 clusters Score -78268.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -61317.324219 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -61317.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59726.671875 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -59726.67 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59971.375000 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -59971.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60165.480469 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -60165.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60238.121094 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -60238.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60285.894531 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -60285.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -60321.253906 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -60321.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60355.589844 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -60355.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60408.082031 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -60408.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60448.390625 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -60448.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60482.582031 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -60482.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -60544.332031 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -60544.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60601.015625 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -60601.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60722.484375 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -60722.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60735.535156 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -60735.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60743.613281 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -60743.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -60747.929688 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -60747.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -60749.664062 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -60749.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60752.218750 Penalty: 3143.942627
	Iteration 17Q: 3 clusters Score -60752.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60753.761719 Penalty: 3143.942627
	Iteration 18Q: 3 clusters Score -60753.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60755.300781 Penalty: 3143.942627
	Iteration 19Q: 3 clusters Score -60755.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60755.300781 Penalty: 3143.942627
	Iteration 20F: 3 clusters Score -60755.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Entering Unmasked Estep 
Score: -997969.750000 Penalty: 2228.824951
	Iteration 0F: 2 clusters Score -997969.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -991539.437500 Penalty: 4457.649902
	Iteration 0F: 3 clusters Score -991539.4 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -993285.500000 Penalty: 4457.649902
	Iteration 1F: 3 clusters Score -993285.5 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -993577.250000 Penalty: 4457.649902
	Iteration 2F: 3 clusters Score -993577.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -993824.562500 Penalty: 4457.649902
	Iteration 3F: 3 clusters Score -993824.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -994064.000000 Penalty: 4457.649902
	Iteration 4Q: 3 clusters Score -994064 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -994312.187500 Penalty: 4457.649902
	Iteration 5Q: 3 clusters Score -994312.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -994568.500000 Penalty: 4457.649902
	Iteration 6Q: 3 clusters Score -994568.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -994838.687500 Penalty: 4457.649902
	Iteration 7Q: 3 clusters Score -994838.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -995134.687500 Penalty: 4457.649902
	Iteration 8F: 3 clusters Score -995134.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -995392.250000 Penalty: 4457.649902
	Iteration 9Q: 3 clusters Score -995392.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -995561.875000 Penalty: 4457.649902
	Iteration 10Q: 3 clusters Score -995561.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -995716.875000 Penalty: 4457.649902
	Iteration 11Q: 3 clusters Score -995716.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -995813.937500 Penalty: 4457.649902
	Iteration 12Q: 3 clusters Score -995813.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -995882.812500 Penalty: 4457.649902
	Iteration 13Q: 3 clusters Score -995882.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -995932.437500 Penalty: 4457.649902
	Iteration 14Q: 3 clusters Score -995932.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -995964.312500 Penalty: 4457.649902
	Iteration 15Q: 3 clusters Score -995964.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -995983.187500 Penalty: 4457.649902
	Iteration 16Q: 3 clusters Score -995983.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -996001.687500 Penalty: 4457.649902
	Iteration 17Q: 3 clusters Score -996001.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -996007.750000 Penalty: 4457.649902
	Iteration 18Q: 3 clusters Score -996007.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -996015.125000 Penalty: 4457.649902
	Iteration 19Q: 3 clusters Score -996015.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -996022.375000 Penalty: 4457.649902
	Iteration 20F: 3 clusters Score -996022.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -996025.750000 Penalty: 4457.649902
	Iteration 21Q: 3 clusters Score -996025.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -996033.875000 Penalty: 4457.649902
	Iteration 22Q: 3 clusters Score -996033.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -996037.812500 Penalty: 4457.649902
	Iteration 23Q: 3 clusters Score -996037.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -996041.812500 Penalty: 4457.649902
	Iteration 24Q: 3 clusters Score -996041.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -996042.500000 Penalty: 4457.649902
	Iteration 25Q: 3 clusters Score -996042.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -996047.687500 Penalty: 4457.649902
	Iteration 26Q: 3 clusters Score -996047.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -996048.625000 Penalty: 4457.649902
	Iteration 27Q: 3 clusters Score -996048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -996049.687500 Penalty: 4457.649902
	Iteration 28Q: 3 clusters Score -996049.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -996051.187500 Penalty: 4457.649902
	Iteration 29Q: 3 clusters Score -996051.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -996050.937500 Penalty: 4457.649902
	Iteration 30Q: 3 clusters Score -996050.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -996051.000000 Penalty: 4457.649902
	Iteration 31Q: 3 clusters Score -996051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -996051.000000 Penalty: 4457.649902
	Iteration 32F: 3 clusters Score -996051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Entering Unmasked Estep 
Score: -2319011.250000 Penalty: 2429.190186
	Iteration 0F: 2 clusters Score -2319011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2306467.250000 Penalty: 4858.380371
	Iteration 0F: 3 clusters Score -2306467 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2310502.500000 Penalty: 4858.380371
	Iteration 1F: 3 clusters Score -2310502 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2310924.000000 Penalty: 4858.380371
	Iteration 2F: 3 clusters Score -2310924 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2311285.250000 Penalty: 4858.380371
	Iteration 3Q: 3 clusters Score -2311285 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2311671.500000 Penalty: 4858.380371
	Iteration 4Q: 3 clusters Score -2311672 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2312151.250000 Penalty: 4858.380371
	Iteration 5F: 3 clusters Score -2312151 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2312747.500000 Penalty: 4858.380371
	Iteration 6F: 3 clusters Score -2312748 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2313533.250000 Penalty: 4858.380371
	Iteration 7F: 3 clusters Score -2313533 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2314425.500000 Penalty: 4858.380371
	Iteration 8F: 3 clusters Score -2314426 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2315216.750000 Penalty: 4858.380371
	Iteration 9F: 3 clusters Score -2315217 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2315868.000000 Penalty: 4858.380371
	Iteration 10F: 3 clusters Score -2315868 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2316334.250000 Penalty: 4858.380371
	Iteration 11Q: 3 clusters Score -2316334 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2316619.000000 Penalty: 4858.380371
	Iteration 12Q: 3 clusters Score -2316619 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2316816.750000 Penalty: 4858.380371
	Iteration 13Q: 3 clusters Score -2316817 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2317004.250000 Penalty: 4858.380371
	Iteration 14Q: 3 clusters Score -2317004 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2317143.750000 Penalty: 4858.380371
	Iteration 15Q: 3 clusters Score -2317144 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2317260.250000 Penalty: 4858.380371
	Iteration 16Q: 3 clusters Score -2317260 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2317393.000000 Penalty: 4858.380371
	Iteration 17Q: 3 clusters Score -2317393 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2317529.750000 Penalty: 4858.380371
	Iteration 18Q: 3 clusters Score -2317530 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2317660.750000 Penalty: 4858.380371
	Iteration 19Q: 3 clusters Score -2317661 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2317767.750000 Penalty: 4858.380371
	Iteration 20F: 3 clusters Score -2317768 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2317861.500000 Penalty: 4858.380371
	Iteration 21Q: 3 clusters Score -2317862 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2317936.500000 Penalty: 4858.380371
	Iteration 22Q: 3 clusters Score -2317936 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2317982.500000 Penalty: 4858.380371
	Iteration 23Q: 3 clusters Score -2317982 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2318045.000000 Penalty: 4858.380371
	Iteration 24Q: 3 clusters Score -2318045 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2318080.500000 Penalty: 4858.380371
	Iteration 25Q: 3 clusters Score -2318080 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2318107.250000 Penalty: 4858.380371
	Iteration 26Q: 3 clusters Score -2318107 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2318142.500000 Penalty: 4858.380371
	Iteration 27Q: 3 clusters Score -2318142 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2318173.750000 Penalty: 4858.380371
	Iteration 28Q: 3 clusters Score -2318174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2318194.000000 Penalty: 4858.380371
	Iteration 29Q: 3 clusters Score -2318194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2318217.500000 Penalty: 4858.380371
	Iteration 30Q: 3 clusters Score -2318218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2318244.250000 Penalty: 4858.380371
	Iteration 31Q: 3 clusters Score -2318244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2318262.250000 Penalty: 4858.380371
	Iteration 32Q: 3 clusters Score -2318262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2318266.500000 Penalty: 4858.380371
	Iteration 33Q: 3 clusters Score -2318266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2318274.500000 Penalty: 4858.380371
	Iteration 34Q: 3 clusters Score -2318274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2318279.000000 Penalty: 4858.380371
	Iteration 35Q: 3 clusters Score -2318279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2318280.000000 Penalty: 4858.380371
	Iteration 36Q: 3 clusters Score -2318280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2318281.500000 Penalty: 4858.380371
	Iteration 37Q: 3 clusters Score -2318282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2318285.500000 Penalty: 4858.380371
	Iteration 38Q: 3 clusters Score -2318286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2318283.750000 Penalty: 4858.380371
	Iteration 39Q: 3 clusters Score -2318284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2318284.750000 Penalty: 4858.380371
	Iteration 40F: 3 clusters Score -2318285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2318285.000000 Penalty: 4858.380371
	Iteration 41Q: 3 clusters Score -2318285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2318289.000000 Penalty: 4858.380371
	Iteration 42Q: 3 clusters Score -2318289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2318290.750000 Penalty: 4858.380371
	Iteration 43Q: 3 clusters Score -2318291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2318290.750000 Penalty: 4858.380371
	Iteration 44F: 3 clusters Score -2318291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Entering Unmasked Estep 
Score: -599023.750000 Penalty: 2099.804199
	Iteration 0F: 2 clusters Score -599023.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -594672.625000 Penalty: 4199.608398
	Iteration 0F: 3 clusters Score -594672.6 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -595703.562500 Penalty: 4199.608398
	Iteration 1F: 3 clusters Score -595703.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -595904.937500 Penalty: 4199.608398
	Iteration 2F: 3 clusters Score -595904.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -596041.937500 Penalty: 4199.608398
	Iteration 3Q: 3 clusters Score -596041.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -596129.375000 Penalty: 4199.608398
	Iteration 4Q: 3 clusters Score -596129.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -596197.937500 Penalty: 4199.608398
	Iteration 5Q: 3 clusters Score -596197.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -596246.812500 Penalty: 4199.608398
	Iteration 6Q: 3 clusters Score -596246.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -596277.312500 Penalty: 4199.608398
	Iteration 7Q: 3 clusters Score -596277.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -596305.187500 Penalty: 4199.608398
	Iteration 8Q: 3 clusters Score -596305.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -596330.500000 Penalty: 4199.608398
	Iteration 9Q: 3 clusters Score -596330.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -596355.312500 Penalty: 4199.608398
	Iteration 10Q: 3 clusters Score -596355.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -596386.250000 Penalty: 4199.608398
	Iteration 11Q: 3 clusters Score -596386.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -596410.750000 Penalty: 4199.608398
	Iteration 12Q: 3 clusters Score -596410.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -596426.437500 Penalty: 4199.608398
	Iteration 13Q: 3 clusters Score -596426.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -596439.937500 Penalty: 4199.608398
	Iteration 14Q: 3 clusters Score -596439.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -596454.687500 Penalty: 4199.608398
	Iteration 15Q: 3 clusters Score -596454.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -596466.437500 Penalty: 4199.608398
	Iteration 16Q: 3 clusters Score -596466.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -596475.812500 Penalty: 4199.608398
	Iteration 17Q: 3 clusters Score -596475.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -596483.625000 Penalty: 4199.608398
	Iteration 18Q: 3 clusters Score -596483.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -596488.062500 Penalty: 4199.608398
	Iteration 19Q: 3 clusters Score -596488.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -596491.875000 Penalty: 4199.608398
	Iteration 20F: 3 clusters Score -596491.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -596498.187500 Penalty: 4199.608398
	Iteration 21Q: 3 clusters Score -596498.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -596504.937500 Penalty: 4199.608398
	Iteration 22Q: 3 clusters Score -596504.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -596507.375000 Penalty: 4199.608398
	Iteration 23Q: 3 clusters Score -596507.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -596512.187500 Penalty: 4199.608398
	Iteration 24Q: 3 clusters Score -596512.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -596516.750000 Penalty: 4199.608398
	Iteration 25Q: 3 clusters Score -596516.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -596520.375000 Penalty: 4199.608398
	Iteration 26Q: 3 clusters Score -596520.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -596523.937500 Penalty: 4199.608398
	Iteration 27Q: 3 clusters Score -596523.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -596527.375000 Penalty: 4199.608398
	Iteration 28Q: 3 clusters Score -596527.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -596530.437500 Penalty: 4199.608398
	Iteration 29Q: 3 clusters Score -596530.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -596532.812500 Penalty: 4199.608398
	Iteration 30Q: 3 clusters Score -596532.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -596538.375000 Penalty: 4199.608398
	Iteration 31Q: 3 clusters Score -596538.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -596541.687500 Penalty: 4199.608398
	Iteration 32Q: 3 clusters Score -596541.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -596547.562500 Penalty: 4199.608398
	Iteration 33Q: 3 clusters Score -596547.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -596548.250000 Penalty: 4199.608398
	Iteration 34Q: 3 clusters Score -596548.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -596551.875000 Penalty: 4199.608398
	Iteration 35Q: 3 clusters Score -596551.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -596552.500000 Penalty: 4199.608398
	Iteration 36Q: 3 clusters Score -596552.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -596554.375000 Penalty: 4199.608398
	Iteration 37Q: 3 clusters Score -596554.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -596555.812500 Penalty: 4199.608398
	Iteration 38Q: 3 clusters Score -596555.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -596558.250000 Penalty: 4199.608398
	Iteration 39Q: 3 clusters Score -596558.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -596562.812500 Penalty: 4199.608398
	Iteration 40F: 3 clusters Score -596562.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -596564.375000 Penalty: 4199.608398
	Iteration 41Q: 3 clusters Score -596564.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -596570.875000 Penalty: 4199.608398
	Iteration 42Q: 3 clusters Score -596570.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -596577.062500 Penalty: 4199.608398
	Iteration 43Q: 3 clusters Score -596577.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -596581.250000 Penalty: 4199.608398
	Iteration 44Q: 3 clusters Score -596581.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -596585.000000 Penalty: 4199.608398
	Iteration 45Q: 3 clusters Score -596585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -596588.250000 Penalty: 4199.608398
	Iteration 46Q: 3 clusters Score -596588.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -596591.750000 Penalty: 4199.608398
	Iteration 47Q: 3 clusters Score -596591.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -596593.437500 Penalty: 4199.608398
	Iteration 48Q: 3 clusters Score -596593.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -596598.250000 Penalty: 4199.608398
	Iteration 49Q: 3 clusters Score -596598.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -596600.312500 Penalty: 4199.608398
	Iteration 50Q: 3 clusters Score -596600.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -596605.812500 Penalty: 4199.608398
	Iteration 51Q: 3 clusters Score -596605.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -596612.812500 Penalty: 4199.608398
	Iteration 52Q: 3 clusters Score -596612.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -596619.687500 Penalty: 4199.608398
	Iteration 53Q: 3 clusters Score -596619.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -596626.687500 Penalty: 4199.608398
	Iteration 54Q: 3 clusters Score -596626.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -596632.250000 Penalty: 4199.608398
	Iteration 55Q: 3 clusters Score -596632.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -596635.687500 Penalty: 4199.608398
	Iteration 56Q: 3 clusters Score -596635.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -596641.812500 Penalty: 4199.608398
	Iteration 57Q: 3 clusters Score -596641.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -596644.312500 Penalty: 4199.608398
	Iteration 58Q: 3 clusters Score -596644.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -596653.437500 Penalty: 4199.608398
	Iteration 59Q: 3 clusters Score -596653.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -596660.875000 Penalty: 4199.608398
	Iteration 60F: 3 clusters Score -596660.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -596666.875000 Penalty: 4199.608398
	Iteration 61Q: 3 clusters Score -596666.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -596675.500000 Penalty: 4199.608398
	Iteration 62Q: 3 clusters Score -596675.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -596682.250000 Penalty: 4199.608398
	Iteration 63Q: 3 clusters Score -596682.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -596692.250000 Penalty: 4199.608398
	Iteration 64Q: 3 clusters Score -596692.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -596701.062500 Penalty: 4199.608398
	Iteration 65Q: 3 clusters Score -596701.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -596712.812500 Penalty: 4199.608398
	Iteration 66Q: 3 clusters Score -596712.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -596720.812500 Penalty: 4199.608398
	Iteration 67Q: 3 clusters Score -596720.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -596730.000000 Penalty: 4199.608398
	Iteration 68Q: 3 clusters Score -596730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -596736.875000 Penalty: 4199.608398
	Iteration 69Q: 3 clusters Score -596736.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -596745.000000 Penalty: 4199.608398
	Iteration 70Q: 3 clusters Score -596745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -596754.875000 Penalty: 4199.608398
	Iteration 71Q: 3 clusters Score -596754.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -596760.875000 Penalty: 4199.608398
	Iteration 72Q: 3 clusters Score -596760.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -596771.437500 Penalty: 4199.608398
	Iteration 73Q: 3 clusters Score -596771.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -596779.062500 Penalty: 4199.608398
	Iteration 74Q: 3 clusters Score -596779.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -596790.750000 Penalty: 4199.608398
	Iteration 75Q: 3 clusters Score -596790.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -596799.375000 Penalty: 4199.608398
	Iteration 76Q: 3 clusters Score -596799.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -596812.500000 Penalty: 4199.608398
	Iteration 77Q: 3 clusters Score -596812.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -596826.000000 Penalty: 4199.608398
	Iteration 78Q: 3 clusters Score -596826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -596841.500000 Penalty: 4199.608398
	Iteration 79Q: 3 clusters Score -596841.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -596857.125000 Penalty: 4199.608398
	Iteration 80F: 3 clusters Score -596857.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -596874.000000 Penalty: 4199.608398
	Iteration 81Q: 3 clusters Score -596874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -596886.875000 Penalty: 4199.608398
	Iteration 82Q: 3 clusters Score -596886.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -596906.125000 Penalty: 4199.608398
	Iteration 83Q: 3 clusters Score -596906.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -596933.125000 Penalty: 4199.608398
	Iteration 84Q: 3 clusters Score -596933.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -596961.437500 Penalty: 4199.608398
	Iteration 85Q: 3 clusters Score -596961.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -596995.312500 Penalty: 4199.608398
	Iteration 86Q: 3 clusters Score -596995.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -597028.687500 Penalty: 4199.608398
	Iteration 87Q: 3 clusters Score -597028.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -597062.187500 Penalty: 4199.608398
	Iteration 88Q: 3 clusters Score -597062.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -597099.062500 Penalty: 4199.608398
	Iteration 89Q: 3 clusters Score -597099.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -597134.062500 Penalty: 4199.608398
	Iteration 90Q: 3 clusters Score -597134.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -597175.750000 Penalty: 4199.608398
	Iteration 91Q: 3 clusters Score -597175.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -597215.500000 Penalty: 4199.608398
	Iteration 92Q: 3 clusters Score -597215.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -597250.312500 Penalty: 4199.608398
	Iteration 93Q: 3 clusters Score -597250.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -597280.500000 Penalty: 4199.608398
	Iteration 94Q: 3 clusters Score -597280.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -597300.750000 Penalty: 4199.608398
	Iteration 95Q: 3 clusters Score -597300.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -597321.375000 Penalty: 4199.608398
	Iteration 96Q: 3 clusters Score -597321.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -597341.875000 Penalty: 4199.608398
	Iteration 97Q: 3 clusters Score -597341.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -597361.250000 Penalty: 4199.608398
	Iteration 98Q: 3 clusters Score -597361.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -597370.500000 Penalty: 4199.608398
	Iteration 99Q: 3 clusters Score -597370.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -597378.562500 Penalty: 4199.608398
	Iteration 100F: 3 clusters Score -597378.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -597383.375000 Penalty: 4199.608398
	Iteration 101Q: 3 clusters Score -597383.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -597386.562500 Penalty: 4199.608398
	Iteration 102Q: 3 clusters Score -597386.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -597387.250000 Penalty: 4199.608398
	Iteration 103Q: 3 clusters Score -597387.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -597390.312500 Penalty: 4199.608398
	Iteration 104Q: 3 clusters Score -597390.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -597395.750000 Penalty: 4199.608398
	Iteration 105Q: 3 clusters Score -597395.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -597404.062500 Penalty: 4199.608398
	Iteration 106Q: 3 clusters Score -597404.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -597410.375000 Penalty: 4199.608398
	Iteration 107Q: 3 clusters Score -597410.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -597419.000000 Penalty: 4199.608398
	Iteration 108Q: 3 clusters Score -597419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -597424.750000 Penalty: 4199.608398
	Iteration 109Q: 3 clusters Score -597424.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -597432.625000 Penalty: 4199.608398
	Iteration 110Q: 3 clusters Score -597432.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -597435.625000 Penalty: 4199.608398
	Iteration 111Q: 3 clusters Score -597435.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -597441.312500 Penalty: 4199.608398
	Iteration 112Q: 3 clusters Score -597441.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -597446.062500 Penalty: 4199.608398
	Iteration 113Q: 3 clusters Score -597446.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -597448.937500 Penalty: 4199.608398
	Iteration 114Q: 3 clusters Score -597448.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -597452.937500 Penalty: 4199.608398
	Iteration 115Q: 3 clusters Score -597452.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -597454.875000 Penalty: 4199.608398
	Iteration 116Q: 3 clusters Score -597454.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -597455.312500 Penalty: 4199.608398
	Iteration 117Q: 3 clusters Score -597455.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -597457.312500 Penalty: 4199.608398
	Iteration 118Q: 3 clusters Score -597457.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -597460.250000 Penalty: 4199.608398
	Iteration 119Q: 3 clusters Score -597460.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -597463.312500 Penalty: 4199.608398
	Iteration 120F: 3 clusters Score -597463.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -597467.125000 Penalty: 4199.608398
	Iteration 121Q: 3 clusters Score -597467.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -597470.687500 Penalty: 4199.608398
	Iteration 122Q: 3 clusters Score -597470.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -597474.250000 Penalty: 4199.608398
	Iteration 123Q: 3 clusters Score -597474.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -597476.437500 Penalty: 4199.608398
	Iteration 124Q: 3 clusters Score -597476.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -597480.250000 Penalty: 4199.608398
	Iteration 125Q: 3 clusters Score -597480.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -597484.562500 Penalty: 4199.608398
	Iteration 126Q: 3 clusters Score -597484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -597485.562500 Penalty: 4199.608398
	Iteration 127Q: 3 clusters Score -597485.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -597486.437500 Penalty: 4199.608398
	Iteration 128Q: 3 clusters Score -597486.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -597486.437500 Penalty: 4199.608398
	Iteration 129F: 3 clusters Score -597486.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (24228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Entering Unmasked Estep 
Score: -2944901.000000 Penalty: 2503.625488
	Iteration 0F: 2 clusters Score -2944901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2928073.750000 Penalty: 5007.250977
	Iteration 0F: 3 clusters Score -2928074 nChanged 10770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2934096.750000 Penalty: 5007.250977
	Iteration 1F: 3 clusters Score -2934097 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2934779.500000 Penalty: 5007.250977
	Iteration 2F: 3 clusters Score -2934780 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2935502.000000 Penalty: 5007.250977
	Iteration 3F: 3 clusters Score -2935502 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2936380.250000 Penalty: 5007.250977
	Iteration 4F: 3 clusters Score -2936380 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2937499.750000 Penalty: 5007.250977
	Iteration 5F: 3 clusters Score -2937500 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2938821.500000 Penalty: 5007.250977
	Iteration 6F: 3 clusters Score -2938822 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2940195.250000 Penalty: 5007.250977
	Iteration 7F: 3 clusters Score -2940195 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2941279.000000 Penalty: 5007.250977
	Iteration 8F: 3 clusters Score -2941279 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2941987.000000 Penalty: 5007.250977
	Iteration 9Q: 3 clusters Score -2941987 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2942361.250000 Penalty: 5007.250977
	Iteration 10Q: 3 clusters Score -2942361 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2942566.500000 Penalty: 5007.250977
	Iteration 11Q: 3 clusters Score -2942566 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2942658.250000 Penalty: 5007.250977
	Iteration 12Q: 3 clusters Score -2942658 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2942724.750000 Penalty: 5007.250977
	Iteration 13Q: 3 clusters Score -2942725 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2942748.750000 Penalty: 5007.250977
	Iteration 14Q: 3 clusters Score -2942749 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2942773.750000 Penalty: 5007.250977
	Iteration 15Q: 3 clusters Score -2942774 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2942790 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2942795 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2942809.250000 Penalty: 5007.250977
	Iteration 18Q: 3 clusters Score -2942809 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2942814.250000 Penalty: 5007.250977
	Iteration 19Q: 3 clusters Score -2942814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2942825.000000 Penalty: 5007.250977
	Iteration 20F: 3 clusters Score -2942825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2942831.000000 Penalty: 5007.250977
	Iteration 21Q: 3 clusters Score -2942831 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2942829.000000 Penalty: 5007.250977
	Iteration 22Q: 3 clusters Score -2942829 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2942831.250000 Penalty: 5007.250977
	Iteration 23Q: 3 clusters Score -2942831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2942837.500000 Penalty: 5007.250977
	Iteration 24Q: 3 clusters Score -2942838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2942833.250000 Penalty: 5007.250977
	Iteration 25Q: 3 clusters Score -2942833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2942828.000000 Penalty: 5007.250977
	Iteration 26Q: 3 clusters Score -2942828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2942837.000000 Penalty: 5007.250977
	Iteration 27Q: 3 clusters Score -2942837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2942843.250000 Penalty: 5007.250977
	Iteration 28Q: 3 clusters Score -2942843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2942842.750000 Penalty: 5007.250977
	Iteration 29Q: 3 clusters Score -2942843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2942851.750000 Penalty: 5007.250977
	Iteration 30Q: 3 clusters Score -2942852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2942858.250000 Penalty: 5007.250977
	Iteration 31Q: 3 clusters Score -2942858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2942854.250000 Penalty: 5007.250977
	Iteration 32Q: 3 clusters Score -2942854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2942864.500000 Penalty: 5007.250977
	Iteration 33Q: 3 clusters Score -2942864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2942868.500000 Penalty: 5007.250977
	Iteration 34Q: 3 clusters Score -2942868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2942881.250000 Penalty: 5007.250977
	Iteration 35Q: 3 clusters Score -2942881 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2942892.250000 Penalty: 5007.250977
	Iteration 36Q: 3 clusters Score -2942892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2942903.000000 Penalty: 5007.250977
	Iteration 37Q: 3 clusters Score -2942903 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2942899.750000 Penalty: 5007.250977
	Iteration 38Q: 3 clusters Score -2942900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2942908.000000 Penalty: 5007.250977
	Iteration 39Q: 3 clusters Score -2942908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2942910.000000 Penalty: 5007.250977
	Iteration 40F: 3 clusters Score -2942910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2942904.000000 Penalty: 5007.250977
	Iteration 41Q: 3 clusters Score -2942904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2942920.000000 Penalty: 5007.250977
	Iteration 42Q: 3 clusters Score -2942920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2942923.250000 Penalty: 5007.250977
	Iteration 43Q: 3 clusters Score -2942923 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2942939.000000 Penalty: 5007.250977
	Iteration 44Q: 3 clusters Score -2942939 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2942943.500000 Penalty: 5007.250977
	Iteration 45Q: 3 clusters Score -2942944 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2942954.000000 Penalty: 5007.250977
	Iteration 46Q: 3 clusters Score -2942954 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2942969.750000 Penalty: 5007.250977
	Iteration 47Q: 3 clusters Score -2942970 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2942976.000000 Penalty: 5007.250977
	Iteration 48Q: 3 clusters Score -2942976 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2942987.500000 Penalty: 5007.250977
	Iteration 49Q: 3 clusters Score -2942988 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2943005.250000 Penalty: 5007.250977
	Iteration 50Q: 3 clusters Score -2943005 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2943018.250000 Penalty: 5007.250977
	Iteration 51Q: 3 clusters Score -2943018 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2943031.000000 Penalty: 5007.250977
	Iteration 52Q: 3 clusters Score -2943031 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2943057.250000 Penalty: 5007.250977
	Iteration 53Q: 3 clusters Score -2943057 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2943077.750000 Penalty: 5007.250977
	Iteration 54Q: 3 clusters Score -2943078 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2943108.750000 Penalty: 5007.250977
	Iteration 55Q: 3 clusters Score -2943109 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2943119.250000 Penalty: 5007.250977
	Iteration 56Q: 3 clusters Score -2943119 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2943159.000000 Penalty: 5007.250977
	Iteration 57Q: 3 clusters Score -2943159 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2943177.750000 Penalty: 5007.250977
	Iteration 58Q: 3 clusters Score -2943178 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2943218.000000 Penalty: 5007.250977
	Iteration 59Q: 3 clusters Score -2943218 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2943249.000000 Penalty: 5007.250977
	Iteration 60F: 3 clusters Score -2943249 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2943290.500000 Penalty: 5007.250977
	Iteration 61Q: 3 clusters Score -2943290 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2943318.500000 Penalty: 5007.250977
	Iteration 62Q: 3 clusters Score -2943318 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2943343.750000 Penalty: 5007.250977
	Iteration 63Q: 3 clusters Score -2943344 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2943354.250000 Penalty: 5007.250977
	Iteration 64Q: 3 clusters Score -2943354 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2943379.250000 Penalty: 5007.250977
	Iteration 65Q: 3 clusters Score -2943379 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2943395 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2943399.750000 Penalty: 5007.250977
	Iteration 67Q: 3 clusters Score -2943400 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2943421.500000 Penalty: 5007.250977
	Iteration 68Q: 3 clusters Score -2943422 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2943438.000000 Penalty: 5007.250977
	Iteration 69Q: 3 clusters Score -2943438 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2943470.250000 Penalty: 5007.250977
	Iteration 70Q: 3 clusters Score -2943470 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2943478.500000 Penalty: 5007.250977
	Iteration 71Q: 3 clusters Score -2943478 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2943490.750000 Penalty: 5007.250977
	Iteration 72Q: 3 clusters Score -2943491 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2943506.000000 Penalty: 5007.250977
	Iteration 73Q: 3 clusters Score -2943506 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2943521.000000 Penalty: 5007.250977
	Iteration 74Q: 3 clusters Score -2943521 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2943526.750000 Penalty: 5007.250977
	Iteration 75Q: 3 clusters Score -2943527 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2943535.000000 Penalty: 5007.250977
	Iteration 76Q: 3 clusters Score -2943535 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2943550.750000 Penalty: 5007.250977
	Iteration 77Q: 3 clusters Score -2943551 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2943550.500000 Penalty: 5007.250977
	Iteration 78Q: 3 clusters Score -2943550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2943562.250000 Penalty: 5007.250977
	Iteration 79Q: 3 clusters Score -2943562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2943569.750000 Penalty: 5007.250977
	Iteration 80F: 3 clusters Score -2943570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2943570.750000 Penalty: 5007.250977
	Iteration 81Q: 3 clusters Score -2943571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2943580.000000 Penalty: 5007.250977
	Iteration 82Q: 3 clusters Score -2943580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2943586.250000 Penalty: 5007.250977
	Iteration 83Q: 3 clusters Score -2943586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2943585.750000 Penalty: 5007.250977
	Iteration 84Q: 3 clusters Score -2943586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2943596.250000 Penalty: 5007.250977
	Iteration 85Q: 3 clusters Score -2943596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2943600.750000 Penalty: 5007.250977
	Iteration 86Q: 3 clusters Score -2943601 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2943620.250000 Penalty: 5007.250977
	Iteration 87Q: 3 clusters Score -2943620 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2943638.250000 Penalty: 5007.250977
	Iteration 88Q: 3 clusters Score -2943638 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2943656.000000 Penalty: 5007.250977
	Iteration 89Q: 3 clusters Score -2943656 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2943682.000000 Penalty: 5007.250977
	Iteration 90Q: 3 clusters Score -2943682 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2943722.750000 Penalty: 5007.250977
	Iteration 91Q: 3 clusters Score -2943723 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2943766.750000 Penalty: 5007.250977
	Iteration 92Q: 3 clusters Score -2943767 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2943834.750000 Penalty: 5007.250977
	Iteration 93Q: 3 clusters Score -2943835 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2943962.500000 Penalty: 5007.250977
	Iteration 94Q: 3 clusters Score -2943962 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2944139.250000 Penalty: 5007.250977
	Iteration 95Q: 3 clusters Score -2944139 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2944321.750000 Penalty: 5007.250977
	Iteration 96Q: 3 clusters Score -2944322 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2944427.500000 Penalty: 5007.250977
	Iteration 97Q: 3 clusters Score -2944428 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2944492.000000 Penalty: 5007.250977
	Iteration 98Q: 3 clusters Score -2944492 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2944512.750000 Penalty: 5007.250977
	Iteration 99Q: 3 clusters Score -2944513 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2944530.500000 Penalty: 5007.250977
	Iteration 100F: 3 clusters Score -2944530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2944546.500000 Penalty: 5007.250977
	Iteration 101Q: 3 clusters Score -2944546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2944552.250000 Penalty: 5007.250977
	Iteration 102Q: 3 clusters Score -2944552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2944550.750000 Penalty: 5007.250977
	Iteration 103Q: 3 clusters Score -2944551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2944554.000000 Penalty: 5007.250977
	Iteration 104Q: 3 clusters Score -2944554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2944556.500000 Penalty: 5007.250977
	Iteration 105Q: 3 clusters Score -2944556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2944557.000000 Penalty: 5007.250977
	Iteration 106Q: 3 clusters Score -2944557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2944557.250000 Penalty: 5007.250977
	Iteration 107Q: 3 clusters Score -2944557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2944554.000000 Penalty: 5007.250977
	Iteration 108Q: 3 clusters Score -2944554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -2944558.750000 Penalty: 5007.250977
	Iteration 109Q: 3 clusters Score -2944559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -2944560.750000 Penalty: 5007.250977
	Iteration 110Q: 3 clusters Score -2944561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2944558.000000 Penalty: 5007.250977
	Iteration 111Q: 3 clusters Score -2944558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2944558.000000 Penalty: 5007.250977
	Iteration 112F: 3 clusters Score -2944558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Entering Unmasked Estep 
Score: -442588.343750 Penalty: 2046.929443
	Iteration 0F: 2 clusters Score -442588.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -438836.375000 Penalty: 4093.858887
	Iteration 0F: 3 clusters Score -438836.4 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -439776.500000 Penalty: 4093.858887
	Iteration 1F: 3 clusters Score -439776.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -439987.250000 Penalty: 4093.858887
	Iteration 2F: 3 clusters Score -439987.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -440130.343750 Penalty: 4093.858887
	Iteration 3Q: 3 clusters Score -440130.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -440269.500000 Penalty: 4093.858887
	Iteration 4Q: 3 clusters Score -440269.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -440394.531250 Penalty: 4093.858887
	Iteration 5Q: 3 clusters Score -440394.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -440539.218750 Penalty: 4093.858887
	Iteration 6Q: 3 clusters Score -440539.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -440694.375000 Penalty: 4093.858887
	Iteration 7Q: 3 clusters Score -440694.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -440841.281250 Penalty: 4093.858887
	Iteration 8Q: 3 clusters Score -440841.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -440969.750000 Penalty: 4093.858887
	Iteration 9Q: 3 clusters Score -440969.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -441081.937500 Penalty: 4093.858887
	Iteration 10Q: 3 clusters Score -441081.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -441191.218750 Penalty: 4093.858887
	Iteration 11Q: 3 clusters Score -441191.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -441293.250000 Penalty: 4093.858887
	Iteration 12Q: 3 clusters Score -441293.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -441399.468750 Penalty: 4093.858887
	Iteration 13Q: 3 clusters Score -441399.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -441486.468750 Penalty: 4093.858887
	Iteration 14Q: 3 clusters Score -441486.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -441549.156250 Penalty: 4093.858887
	Iteration 15Q: 3 clusters Score -441549.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -441609.187500 Penalty: 4093.858887
	Iteration 16Q: 3 clusters Score -441609.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -441667.968750 Penalty: 4093.858887
	Iteration 17Q: 3 clusters Score -441668 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -441708.937500 Penalty: 4093.858887
	Iteration 18Q: 3 clusters Score -441708.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -441738.000000 Penalty: 4093.858887
	Iteration 19Q: 3 clusters Score -441738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -441765.718750 Penalty: 4093.858887
	Iteration 20F: 3 clusters Score -441765.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -441787.812500 Penalty: 4093.858887
	Iteration 21Q: 3 clusters Score -441787.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -441805.062500 Penalty: 4093.858887
	Iteration 22Q: 3 clusters Score -441805.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -441824.562500 Penalty: 4093.858887
	Iteration 23Q: 3 clusters Score -441824.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -441837.312500 Penalty: 4093.858887
	Iteration 24Q: 3 clusters Score -441837.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -441845.750000 Penalty: 4093.858887
	Iteration 25Q: 3 clusters Score -441845.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -441848.625000 Penalty: 4093.858887
	Iteration 26Q: 3 clusters Score -441848.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -441849.468750 Penalty: 4093.858887
	Iteration 27Q: 3 clusters Score -441849.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -441851.031250 Penalty: 4093.858887
	Iteration 28Q: 3 clusters Score -441851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -441851.281250 Penalty: 4093.858887
	Iteration 29Q: 3 clusters Score -441851.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -441851.437500 Penalty: 4093.858887
	Iteration 30Q: 3 clusters Score -441851.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -441851.437500 Penalty: 4093.858887
	Iteration 31F: 3 clusters Score -441851.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Entering Unmasked Estep 
Score: -1146349.875000 Penalty: 2253.726562
	Iteration 0F: 2 clusters Score -1146350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1139411.875000 Penalty: 4507.453125
	Iteration 0F: 3 clusters Score -1139412 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1141324.250000 Penalty: 4507.453125
	Iteration 1F: 3 clusters Score -1141324 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1141568.125000 Penalty: 4507.453125
	Iteration 2F: 3 clusters Score -1141568 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1141724.875000 Penalty: 4507.453125
	Iteration 3Q: 3 clusters Score -1141725 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1141844.750000 Penalty: 4507.453125
	Iteration 4Q: 3 clusters Score -1141845 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1141937.375000 Penalty: 4507.453125
	Iteration 5Q: 3 clusters Score -1141937 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1142007.500000 Penalty: 4507.453125
	Iteration 6Q: 3 clusters Score -1142008 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1142074.750000 Penalty: 4507.453125
	Iteration 7Q: 3 clusters Score -1142075 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1142116.250000 Penalty: 4507.453125
	Iteration 8Q: 3 clusters Score -1142116 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1142162.250000 Penalty: 4507.453125
	Iteration 9Q: 3 clusters Score -1142162 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1142208.875000 Penalty: 4507.453125
	Iteration 10Q: 3 clusters Score -1142209 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1142255.125000 Penalty: 4507.453125
	Iteration 11Q: 3 clusters Score -1142255 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1142318.500000 Penalty: 4507.453125
	Iteration 12Q: 3 clusters Score -1142318 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1142394.500000 Penalty: 4507.453125
	Iteration 13Q: 3 clusters Score -1142394 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1142474.375000 Penalty: 4507.453125
	Iteration 14Q: 3 clusters Score -1142474 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1142560.625000 Penalty: 4507.453125
	Iteration 15Q: 3 clusters Score -1142561 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1142674.625000 Penalty: 4507.453125
	Iteration 16Q: 3 clusters Score -1142675 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1142796.625000 Penalty: 4507.453125
	Iteration 17Q: 3 clusters Score -1142797 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1142919.750000 Penalty: 4507.453125
	Iteration 18Q: 3 clusters Score -1142920 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1143061.875000 Penalty: 4507.453125
	Iteration 19Q: 3 clusters Score -1143062 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1143253.250000 Penalty: 4507.453125
	Iteration 20F: 3 clusters Score -1143253 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1143472.125000 Penalty: 4507.453125
	Iteration 21Q: 3 clusters Score -1143472 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1143676.375000 Penalty: 4507.453125
	Iteration 22Q: 3 clusters Score -1143676 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1143833.375000 Penalty: 4507.453125
	Iteration 23Q: 3 clusters Score -1143833 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1143958.125000 Penalty: 4507.453125
	Iteration 24Q: 3 clusters Score -1143958 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1144061.125000 Penalty: 4507.453125
	Iteration 25Q: 3 clusters Score -1144061 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1144154.625000 Penalty: 4507.453125
	Iteration 26Q: 3 clusters Score -1144155 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1144201.875000 Penalty: 4507.453125
	Iteration 27Q: 3 clusters Score -1144202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1144241.125000 Penalty: 4507.453125
	Iteration 28Q: 3 clusters Score -1144241 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1144273.750000 Penalty: 4507.453125
	Iteration 29Q: 3 clusters Score -1144274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1144301.375000 Penalty: 4507.453125
	Iteration 30Q: 3 clusters Score -1144301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1144317.750000 Penalty: 4507.453125
	Iteration 31Q: 3 clusters Score -1144318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1144335.250000 Penalty: 4507.453125
	Iteration 32Q: 3 clusters Score -1144335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1144347.000000 Penalty: 4507.453125
	Iteration 33Q: 3 clusters Score -1144347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1144366.375000 Penalty: 4507.453125
	Iteration 34Q: 3 clusters Score -1144366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1144373.125000 Penalty: 4507.453125
	Iteration 35Q: 3 clusters Score -1144373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1144378.000000 Penalty: 4507.453125
	Iteration 36Q: 3 clusters Score -1144378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1144390.375000 Penalty: 4507.453125
	Iteration 37Q: 3 clusters Score -1144390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1144395.750000 Penalty: 4507.453125
	Iteration 38Q: 3 clusters Score -1144396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1144401.000000 Penalty: 4507.453125
	Iteration 39Q: 3 clusters Score -1144401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1144405.750000 Penalty: 4507.453125
	Iteration 40F: 3 clusters Score -1144406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1144406.250000 Penalty: 4507.453125
	Iteration 41Q: 3 clusters Score -1144406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1144408.875000 Penalty: 4507.453125
	Iteration 42Q: 3 clusters Score -1144409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1144412.375000 Penalty: 4507.453125
	Iteration 43Q: 3 clusters Score -1144412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1144414.750000 Penalty: 4507.453125
	Iteration 44Q: 3 clusters Score -1144415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1144416.875000 Penalty: 4507.453125
	Iteration 45Q: 3 clusters Score -1144417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1144416.875000 Penalty: 4507.453125
	Iteration 46F: 3 clusters Score -1144417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -20167.988281 Penalty: 1357.123047
	Iteration 0F: 2 clusters Score -20167.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18981.201172 Penalty: 2714.246094
	Iteration 0F: 3 clusters Score -18981.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19127.458984 Penalty: 2714.246094
	Iteration 1F: 3 clusters Score -19127.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19199.734375 Penalty: 2714.246094
	Iteration 2Q: 3 clusters Score -19199.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19248.464844 Penalty: 2714.246094
	Iteration 3Q: 3 clusters Score -19248.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19311.042969 Penalty: 2714.246094
	Iteration 4Q: 3 clusters Score -19311.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19354.128906 Penalty: 2714.246094
	Iteration 5Q: 3 clusters Score -19354.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19381.246094 Penalty: 2714.246094
	Iteration 6Q: 3 clusters Score -19381.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19393.546875 Penalty: 2714.246094
	Iteration 7Q: 3 clusters Score -19393.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19414.074219 Penalty: 2714.246094
	Iteration 8Q: 3 clusters Score -19414.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19431.189453 Penalty: 2714.246094
	Iteration 9Q: 3 clusters Score -19431.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19459.615234 Penalty: 2714.246094
	Iteration 10Q: 3 clusters Score -19459.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19476.669922 Penalty: 2714.246094
	Iteration 11Q: 3 clusters Score -19476.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19505.966797 Penalty: 2714.246094
	Iteration 12Q: 3 clusters Score -19505.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19514.488281 Penalty: 2714.246094
	Iteration 13Q: 3 clusters Score -19514.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19551.447266 Penalty: 2714.246094
	Iteration 14Q: 3 clusters Score -19551.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19744.082031 Penalty: 2714.246094
	Iteration 15Q: 3 clusters Score -19744.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19843.048828 Penalty: 2714.246094
	Iteration 16Q: 3 clusters Score -19843.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19895.837891 Penalty: 2714.246094
	Iteration 17Q: 3 clusters Score -19895.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19991.833984 Penalty: 2714.246094
	Iteration 18Q: 3 clusters Score -19991.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20053.542969 Penalty: 2714.246094
	Iteration 19Q: 3 clusters Score -20053.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20150.630859 Penalty: 2714.246094
	Iteration 20F: 3 clusters Score -20150.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -44212.472656 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -44212.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42816.726562 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -42816.73 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42950.175781 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -42950.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42998.640625 Penalty: 2973.004883
	Iteration 2Q: 3 clusters Score -42998.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43027.253906 Penalty: 2973.004883
	Iteration 3Q: 3 clusters Score -43027.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43050.140625 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -43050.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43077.457031 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -43077.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43092.324219 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -43092.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43093.210938 Penalty: 2973.004883
	Iteration 7Q: 3 clusters Score -43093.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43093.210938 Penalty: 2973.004883
	Iteration 8F: 3 clusters Score -43093.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74477 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13205 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12747 members 
Mstep: Class 11 contains 167546 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56883 members 
Mstep: Class 15 contains 14955 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20017 members 
Mstep: Class 19 contains 62217 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143725 members 
Mstep: Class 30 contains 24177 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179202 members 
Mstep: Class 33 contains 51922 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8000 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971632.000000 Penalty: 152864.640625
Iteration 319Q: 45 clusters Score -1.509716e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74478 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13205 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12747 members 
Mstep: Class 11 contains 167547 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56882 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20022 members 
Mstep: Class 19 contains 62217 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10745 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143721 members 
Mstep: Class 30 contains 24177 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179201 members 
Mstep: Class 33 contains 51922 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8000 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971600.000000 Penalty: 152864.640625
Iteration 320F: 45 clusters Score -1.509716e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74478 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13205 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12747 members 
Mstep: Class 11 contains 167546 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56885 members 
Mstep: Class 15 contains 14951 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20021 members 
Mstep: Class 19 contains 62217 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143721 members 
Mstep: Class 30 contains 24177 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179201 members 
Mstep: Class 33 contains 51922 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8001 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971584.000000 Penalty: 152864.640625
Iteration 321Q: 45 clusters Score -1.509716e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74478 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12746 members 
Mstep: Class 11 contains 167547 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56885 members 
Mstep: Class 15 contains 14951 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20023 members 
Mstep: Class 19 contains 62215 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143721 members 
Mstep: Class 30 contains 24176 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179201 members 
Mstep: Class 33 contains 51922 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8003 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8845 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971584.000000 Penalty: 152864.640625
Iteration 322Q: 45 clusters Score -1.509716e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74478 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12746 members 
Mstep: Class 11 contains 167548 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56890 members 
Mstep: Class 15 contains 14951 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20023 members 
Mstep: Class 19 contains 62216 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143715 members 
Mstep: Class 30 contains 24176 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179201 members 
Mstep: Class 33 contains 51922 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8003 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8844 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971552.000000 Penalty: 152864.640625
Iteration 323Q: 45 clusters Score -1.509716e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74478 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13205 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12745 members 
Mstep: Class 11 contains 167549 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56893 members 
Mstep: Class 15 contains 14950 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20021 members 
Mstep: Class 19 contains 62214 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143714 members 
Mstep: Class 30 contains 24176 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179202 members 
Mstep: Class 33 contains 51922 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8003 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8843 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971616.000000 Penalty: 152864.640625
Iteration 324Q: 45 clusters Score -1.509716e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74478 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13206 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12744 members 
Mstep: Class 11 contains 167549 members 
Mstep: Class 12 contains 19363 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56893 members 
Mstep: Class 15 contains 14950 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20019 members 
Mstep: Class 19 contains 62214 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143713 members 
Mstep: Class 30 contains 24176 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179202 members 
Mstep: Class 33 contains 51922 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8003 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8843 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971696.000000 Penalty: 152864.640625
Iteration 325Q: 45 clusters Score -1.509717e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74478 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167550 members 
Mstep: Class 12 contains 19363 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56893 members 
Mstep: Class 15 contains 14950 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20020 members 
Mstep: Class 19 contains 62214 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143712 members 
Mstep: Class 30 contains 24175 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179203 members 
Mstep: Class 33 contains 51922 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8003 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8842 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971664.000000 Penalty: 152864.640625
Iteration 326Q: 45 clusters Score -1.509717e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74478 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13206 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12744 members 
Mstep: Class 11 contains 167552 members 
Mstep: Class 12 contains 19363 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 14950 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20022 members 
Mstep: Class 19 contains 62214 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143713 members 
Mstep: Class 30 contains 24175 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179203 members 
Mstep: Class 33 contains 51921 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8003 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971696.000000 Penalty: 152864.640625
Iteration 327Q: 45 clusters Score -1.509717e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74478 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13206 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167552 members 
Mstep: Class 12 contains 19363 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 14949 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20025 members 
Mstep: Class 19 contains 62214 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143710 members 
Mstep: Class 30 contains 24174 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179204 members 
Mstep: Class 33 contains 51921 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8004 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971664.000000 Penalty: 152864.640625
Iteration 328Q: 45 clusters Score -1.509717e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74478 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13206 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167551 members 
Mstep: Class 12 contains 19363 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56892 members 
Mstep: Class 15 contains 14947 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20032 members 
Mstep: Class 19 contains 62214 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47712 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10749 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143703 members 
Mstep: Class 30 contains 24174 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179205 members 
Mstep: Class 33 contains 51921 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8004 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971696.000000 Penalty: 152864.640625
Iteration 329Q: 45 clusters Score -1.509717e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74478 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13206 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12741 members 
Mstep: Class 11 contains 167551 members 
Mstep: Class 12 contains 19363 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56896 members 
Mstep: Class 15 contains 14946 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20043 members 
Mstep: Class 19 contains 62213 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47712 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143692 members 
Mstep: Class 30 contains 24174 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179205 members 
Mstep: Class 33 contains 51921 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8004 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971680.000000 Penalty: 152864.640625
Iteration 330Q: 45 clusters Score -1.509717e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74478 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12740 members 
Mstep: Class 11 contains 167550 members 
Mstep: Class 12 contains 19363 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56900 members 
Mstep: Class 15 contains 14946 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20053 members 
Mstep: Class 19 contains 62211 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47712 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143682 members 
Mstep: Class 30 contains 24175 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179204 members 
Mstep: Class 33 contains 51921 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8004 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971648.000000 Penalty: 152864.640625
Iteration 331Q: 45 clusters Score -1.509716e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74478 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13206 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12740 members 
Mstep: Class 11 contains 167549 members 
Mstep: Class 12 contains 19363 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56904 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20060 members 
Mstep: Class 19 contains 62213 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47712 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143674 members 
Mstep: Class 30 contains 24174 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179203 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8005 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971600.000000 Penalty: 152864.640625
Iteration 332Q: 45 clusters Score -1.509716e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74477 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13206 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12741 members 
Mstep: Class 11 contains 167548 members 
Mstep: Class 12 contains 19363 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56903 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20067 members 
Mstep: Class 19 contains 62215 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47712 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143667 members 
Mstep: Class 30 contains 24174 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179203 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8005 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971648.000000 Penalty: 152864.640625
Iteration 333Q: 45 clusters Score -1.509716e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74477 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12741 members 
Mstep: Class 11 contains 167549 members 
Mstep: Class 12 contains 19363 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56901 members 
Mstep: Class 15 contains 14946 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20076 members 
Mstep: Class 19 contains 62216 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26916 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 143655 members 
Mstep: Class 30 contains 24174 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179202 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8005 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24228 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971664.000000 Penalty: 152864.640625
Iteration 334Q: 45 clusters Score -1.509717e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74477 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13208 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12741 members 
Mstep: Class 11 contains 167549 members 
Mstep: Class 12 contains 19364 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 56897 members 
Mstep: Class 15 contains 14946 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20088 members 
Mstep: Class 19 contains 62218 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10747 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19078 members 
Mstep: Class 29 contains 143642 members 
Mstep: Class 30 contains 24174 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179203 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8005 members 
Mstep: Class 38 contains 17946 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971760.000000 Penalty: 152864.640625
Iteration 335Q: 45 clusters Score -1.509718e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74477 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13209 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21610 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167549 members 
Mstep: Class 12 contains 19363 members 
Mstep: Class 13 contains 5044 members 
Mstep: Class 14 contains 56897 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20100 members 
Mstep: Class 19 contains 62219 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19077 members 
Mstep: Class 29 contains 143627 members 
Mstep: Class 30 contains 24174 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179202 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8005 members 
Mstep: Class 38 contains 17947 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971728.000000 Penalty: 152864.640625
Iteration 336Q: 45 clusters Score -1.509717e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13209 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21611 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167548 members 
Mstep: Class 12 contains 19363 members 
Mstep: Class 13 contains 5047 members 
Mstep: Class 14 contains 56899 members 
Mstep: Class 15 contains 14944 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20106 members 
Mstep: Class 19 contains 62222 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19077 members 
Mstep: Class 29 contains 143616 members 
Mstep: Class 30 contains 24174 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179200 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8006 members 
Mstep: Class 38 contains 17947 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971728.000000 Penalty: 152864.640625
Iteration 337Q: 45 clusters Score -1.509717e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74477 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13210 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21613 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167547 members 
Mstep: Class 12 contains 19363 members 
Mstep: Class 13 contains 5050 members 
Mstep: Class 14 contains 56897 members 
Mstep: Class 15 contains 14942 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20120 members 
Mstep: Class 19 contains 62222 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47712 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19077 members 
Mstep: Class 29 contains 143602 members 
Mstep: Class 30 contains 24173 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179200 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8006 members 
Mstep: Class 38 contains 17947 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971744.000000 Penalty: 152864.640625
Iteration 338Q: 45 clusters Score -1.509717e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13210 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21614 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167545 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5050 members 
Mstep: Class 14 contains 56898 members 
Mstep: Class 15 contains 14943 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20132 members 
Mstep: Class 19 contains 62222 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47712 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19077 members 
Mstep: Class 29 contains 143593 members 
Mstep: Class 30 contains 24173 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179198 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8006 members 
Mstep: Class 38 contains 17947 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971792.000000 Penalty: 152864.640625
Iteration 339Q: 45 clusters Score -1.509718e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13210 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21614 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167545 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56898 members 
Mstep: Class 15 contains 14943 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20140 members 
Mstep: Class 19 contains 62223 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47712 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19077 members 
Mstep: Class 29 contains 143585 members 
Mstep: Class 30 contains 24173 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179198 members 
Mstep: Class 33 contains 51919 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8007 members 
Mstep: Class 38 contains 17947 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971744.000000 Penalty: 152864.640625
Iteration 340F: 45 clusters Score -1.509717e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13210 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21614 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167543 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56896 members 
Mstep: Class 15 contains 14942 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20155 members 
Mstep: Class 19 contains 62222 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47712 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19077 members 
Mstep: Class 29 contains 143575 members 
Mstep: Class 30 contains 24173 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179198 members 
Mstep: Class 33 contains 51919 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8008 members 
Mstep: Class 38 contains 17947 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971696.000000 Penalty: 152864.640625
Iteration 341Q: 45 clusters Score -1.509717e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13210 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21614 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167544 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56893 members 
Mstep: Class 15 contains 14942 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20168 members 
Mstep: Class 19 contains 62223 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19077 members 
Mstep: Class 29 contains 143560 members 
Mstep: Class 30 contains 24172 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179200 members 
Mstep: Class 33 contains 51919 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8009 members 
Mstep: Class 38 contains 17947 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971712.000000 Penalty: 152864.640625
Iteration 342Q: 45 clusters Score -1.509717e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13209 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21614 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12744 members 
Mstep: Class 11 contains 167547 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56890 members 
Mstep: Class 15 contains 14942 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20176 members 
Mstep: Class 19 contains 62227 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47713 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10749 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19077 members 
Mstep: Class 29 contains 143546 members 
Mstep: Class 30 contains 24173 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179198 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8010 members 
Mstep: Class 38 contains 17947 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971696.000000 Penalty: 152864.640625
Iteration 343Q: 45 clusters Score -1.509717e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21614 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12744 members 
Mstep: Class 11 contains 167548 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56890 members 
Mstep: Class 15 contains 14942 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20186 members 
Mstep: Class 19 contains 62229 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47712 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19077 members 
Mstep: Class 29 contains 143536 members 
Mstep: Class 30 contains 24173 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179196 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 17947 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971776.000000 Penalty: 152864.640625
Iteration 344Q: 45 clusters Score -1.509718e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74477 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13205 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21615 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167546 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56889 members 
Mstep: Class 15 contains 14942 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20192 members 
Mstep: Class 19 contains 62229 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47710 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5949 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19077 members 
Mstep: Class 29 contains 143535 members 
Mstep: Class 30 contains 24172 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179194 members 
Mstep: Class 33 contains 51921 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 17947 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971824.000000 Penalty: 152864.640625
Iteration 345Q: 45 clusters Score -1.509718e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74477 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13206 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21615 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12744 members 
Mstep: Class 11 contains 167545 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56885 members 
Mstep: Class 15 contains 14943 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20196 members 
Mstep: Class 19 contains 62227 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47710 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10749 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5949 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19077 members 
Mstep: Class 29 contains 143536 members 
Mstep: Class 30 contains 24171 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179196 members 
Mstep: Class 33 contains 51921 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8012 members 
Mstep: Class 38 contains 17947 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971872.000000 Penalty: 152864.640625
Iteration 346Q: 45 clusters Score -1.509719e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74477 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13206 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21613 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167547 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56884 members 
Mstep: Class 15 contains 14942 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20202 members 
Mstep: Class 19 contains 62227 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47707 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10749 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19077 members 
Mstep: Class 29 contains 143537 members 
Mstep: Class 30 contains 24171 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179194 members 
Mstep: Class 33 contains 51922 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8013 members 
Mstep: Class 38 contains 17947 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971872.000000 Penalty: 152864.640625
Iteration 347Q: 45 clusters Score -1.509719e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13206 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21615 members 
Mstep: Class 8 contains 8229 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 167547 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56880 members 
Mstep: Class 15 contains 14941 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20207 members 
Mstep: Class 19 contains 62228 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47706 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10749 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19077 members 
Mstep: Class 29 contains 143538 members 
Mstep: Class 30 contains 24171 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179194 members 
Mstep: Class 33 contains 51921 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 17947 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971888.000000 Penalty: 152864.640625
Iteration 348Q: 45 clusters Score -1.509719e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13205 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21615 members 
Mstep: Class 8 contains 8229 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167546 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56877 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20210 members 
Mstep: Class 19 contains 62230 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47706 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10749 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19077 members 
Mstep: Class 29 contains 143540 members 
Mstep: Class 30 contains 24171 members 
Mstep: Class 31 contains 3930 members 
Mstep: Class 32 contains 179194 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 17948 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971936.000000 Penalty: 152864.640625
Iteration 349Q: 45 clusters Score -1.509719e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13205 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21615 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167548 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56878 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20218 members 
Mstep: Class 19 contains 62230 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47704 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19077 members 
Mstep: Class 29 contains 143530 members 
Mstep: Class 30 contains 24170 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179194 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8841 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971872.000000 Penalty: 152864.640625
Iteration 350Q: 45 clusters Score -1.509719e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74477 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13205 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21615 members 
Mstep: Class 8 contains 8229 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167547 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56876 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20222 members 
Mstep: Class 19 contains 62233 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47704 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19076 members 
Mstep: Class 29 contains 143526 members 
Mstep: Class 30 contains 24169 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179194 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971856.000000 Penalty: 152864.640625
Iteration 351Q: 45 clusters Score -1.509719e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74477 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21616 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167548 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56876 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20229 members 
Mstep: Class 19 contains 62235 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47703 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19076 members 
Mstep: Class 29 contains 143516 members 
Mstep: Class 30 contains 24171 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179193 members 
Mstep: Class 33 contains 51921 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971824.000000 Penalty: 152864.640625
Iteration 352Q: 45 clusters Score -1.509718e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74478 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13203 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21617 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167545 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56873 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20234 members 
Mstep: Class 19 contains 62237 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47704 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19076 members 
Mstep: Class 29 contains 143511 members 
Mstep: Class 30 contains 24171 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179193 members 
Mstep: Class 33 contains 51921 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971776.000000 Penalty: 152864.640625
Iteration 353Q: 45 clusters Score -1.509718e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74477 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13203 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21618 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167545 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56871 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20239 members 
Mstep: Class 19 contains 62239 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47704 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143507 members 
Mstep: Class 30 contains 24171 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179193 members 
Mstep: Class 33 contains 51921 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971728.000000 Penalty: 152864.640625
Iteration 354Q: 45 clusters Score -1.509717e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13203 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21618 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167545 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56873 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20245 members 
Mstep: Class 19 contains 62242 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47704 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143499 members 
Mstep: Class 30 contains 24171 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179192 members 
Mstep: Class 33 contains 51920 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971760.000000 Penalty: 152864.640625
Iteration 355Q: 45 clusters Score -1.509718e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13203 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21618 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167544 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56873 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20248 members 
Mstep: Class 19 contains 62243 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47704 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143497 members 
Mstep: Class 30 contains 24170 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179191 members 
Mstep: Class 33 contains 51921 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971744.000000 Penalty: 152864.640625
Iteration 356Q: 45 clusters Score -1.509717e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13203 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21618 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167543 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56872 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20252 members 
Mstep: Class 19 contains 62249 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47703 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143489 members 
Mstep: Class 30 contains 24170 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179191 members 
Mstep: Class 33 contains 51923 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971824.000000 Penalty: 152864.640625
Iteration 357Q: 45 clusters Score -1.509718e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21618 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 11 contains 167543 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56871 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20258 members 
Mstep: Class 19 contains 62251 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47702 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143482 members 
Mstep: Class 30 contains 24170 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179190 members 
Mstep: Class 33 contains 51924 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971792.000000 Penalty: 152864.640625
Iteration 358Q: 45 clusters Score -1.509718e+08 nChanged 22
Entering ConstructFrom: 
Score: -150971792.000000 Penalty: 152864.640625
Entering ConstructFrom: 
Trying to split cluster 1 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -103138.734375 Penalty: 1703.773193
	Iteration 0F: 2 clusters Score -103138.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -101353.656250 Penalty: 3407.546387
	Iteration 0F: 3 clusters Score -101353.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101891.476562 Penalty: 3407.546387
	Iteration 1F: 3 clusters Score -101891.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -102077.109375 Penalty: 3407.546387
	Iteration 2F: 3 clusters Score -102077.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -102177.726562 Penalty: 3407.546387
	Iteration 3F: 3 clusters Score -102177.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -102254.476562 Penalty: 3407.546387
	Iteration 4Q: 3 clusters Score -102254.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102352.468750 Penalty: 3407.546387
	Iteration 5Q: 3 clusters Score -102352.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -102426.148438 Penalty: 3407.546387
	Iteration 6Q: 3 clusters Score -102426.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -102480.359375 Penalty: 3407.546387
	Iteration 7Q: 3 clusters Score -102480.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -102563.656250 Penalty: 3407.546387
	Iteration 8Q: 3 clusters Score -102563.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -102699.492188 Penalty: 3407.546387
	Iteration 9Q: 3 clusters Score -102699.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102847.031250 Penalty: 3407.546387
	Iteration 10Q: 3 clusters Score -102847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102964.304688 Penalty: 3407.546387
	Iteration 11Q: 3 clusters Score -102964.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -103066.476562 Penalty: 3407.546387
	Iteration 12Q: 3 clusters Score -103066.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -103134.054688 Penalty: 3407.546387
	Iteration 13Q: 3 clusters Score -103134.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -103151.101562 Penalty: 3407.546387
	Iteration 14Q: 3 clusters Score -103151.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103157.718750 Penalty: 3407.546387
	Iteration 15Q: 3 clusters Score -103157.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103163.859375 Penalty: 3407.546387
	Iteration 16Q: 3 clusters Score -103163.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103164.359375 Penalty: 3407.546387
	Iteration 17Q: 3 clusters Score -103164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -103164.750000 Penalty: 3407.546387
	Iteration 18Q: 3 clusters Score -103164.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -103164.750000 Penalty: 3407.546387
	Iteration 19F: 3 clusters Score -103164.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21618 members 
Mstep: Class 8 contains 8232 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12741 members 
Mstep: Class 11 contains 167543 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56871 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20264 members 
Mstep: Class 19 contains 62256 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47699 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143471 members 
Mstep: Class 30 contains 24169 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179193 members 
Mstep: Class 33 contains 51925 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Mstep: Class 45 contains 403 members 
Entering Unmasked Estep 
Score: -150969984.000000 Penalty: 156338.828125
Splitting cluster 1 changes total score from -150971792.000000 to -150969984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (74476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74476 members 
Entering Unmasked Estep 
Score: -9555832.000000 Penalty: 2782.121582
	Iteration 0F: 2 clusters Score -9555832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -9505956.000000 Penalty: 5564.243164
	Iteration 0F: 3 clusters Score -9505956 nChanged 34939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -9525849.000000 Penalty: 5564.243164
	Iteration 1F: 3 clusters Score -9525849 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -9526430.000000 Penalty: 5564.243164
	Iteration 2Q: 3 clusters Score -9526430 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -9526943.000000 Penalty: 5564.243164
	Iteration 3Q: 3 clusters Score -9526943 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -9527496.000000 Penalty: 5564.243164
	Iteration 4Q: 3 clusters Score -9527496 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -9528092.000000 Penalty: 5564.243164
	Iteration 5Q: 3 clusters Score -9528092 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -9528685.000000 Penalty: 5564.243164
	Iteration 6Q: 3 clusters Score -9528685 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -9529578.000000 Penalty: 5564.243164
	Iteration 7Q: 3 clusters Score -9529578 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -9530678.000000 Penalty: 5564.243164
	Iteration 8Q: 3 clusters Score -9530678 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -9532276.000000 Penalty: 5564.243164
	Iteration 9Q: 3 clusters Score -9532276 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -9534442.000000 Penalty: 5564.243164
	Iteration 10F: 3 clusters Score -9534442 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -9537448.000000 Penalty: 5564.243164
	Iteration 11F: 3 clusters Score -9537448 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -9541276.000000 Penalty: 5564.243164
	Iteration 12F: 3 clusters Score -9541276 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -9545198.000000 Penalty: 5564.243164
	Iteration 13F: 3 clusters Score -9545198 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 68694 members 
Entering Unmasked Estep 
Score: -9548750.000000 Penalty: 5564.243164
	Iteration 14F: 3 clusters Score -9548750 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 71496 members 
Entering Unmasked Estep 
Score: -9551145.000000 Penalty: 5564.243164
	Iteration 15Q: 3 clusters Score -9551145 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 73007 members 
Entering Unmasked Estep 
Score: -9552535.000000 Penalty: 5564.243164
	Iteration 16Q: 3 clusters Score -9552535 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 73686 members 
Entering Unmasked Estep 
Score: -9553042.000000 Penalty: 5564.243164
	Iteration 17Q: 3 clusters Score -9553042 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 73920 members 
Entering Unmasked Estep 
Score: -9553210.000000 Penalty: 5564.243164
	Iteration 18Q: 3 clusters Score -9553210 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 74035 members 
Entering Unmasked Estep 
Score: -9553307.000000 Penalty: 5564.243164
	Iteration 19Q: 3 clusters Score -9553307 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 74087 members 
Entering Unmasked Estep 
Score: -9553370.000000 Penalty: 5564.243164
	Iteration 20F: 3 clusters Score -9553370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 74116 members 
Entering Unmasked Estep 
Score: -9553404.000000 Penalty: 5564.243164
	Iteration 21Q: 3 clusters Score -9553404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 74128 members 
Entering Unmasked Estep 
Score: -9553430.000000 Penalty: 5564.243164
	Iteration 22Q: 3 clusters Score -9553430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 74140 members 
Entering Unmasked Estep 
Score: -9553452.000000 Penalty: 5564.243164
	Iteration 23Q: 3 clusters Score -9553452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 74146 members 
Entering Unmasked Estep 
Score: -9553457.000000 Penalty: 5564.243164
	Iteration 24Q: 3 clusters Score -9553457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 74151 members 
Entering Unmasked Estep 
Score: -9553466.000000 Penalty: 5564.243164
	Iteration 25Q: 3 clusters Score -9553466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 74154 members 
Entering Unmasked Estep 
Score: -9553470.000000 Penalty: 5564.243164
	Iteration 26Q: 3 clusters Score -9553470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 74154 members 
Entering Unmasked Estep 
Score: -9553476.000000 Penalty: 5564.243164
	Iteration 27Q: 3 clusters Score -9553476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 74157 members 
Entering Unmasked Estep 
Score: -9553483.000000 Penalty: 5564.243164
	Iteration 28Q: 3 clusters Score -9553483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 74162 members 
Entering Unmasked Estep 
Score: -9553493.000000 Penalty: 5564.243164
	Iteration 29Q: 3 clusters Score -9553493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 74164 members 
Entering Unmasked Estep 
Score: -9553493.000000 Penalty: 5564.243164
	Iteration 30Q: 3 clusters Score -9553493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 74165 members 
Entering Unmasked Estep 
Score: -9553500.000000 Penalty: 5564.243164
	Iteration 31Q: 3 clusters Score -9553500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 74166 members 
Entering Unmasked Estep 
Score: -9553502.000000 Penalty: 5564.243164
	Iteration 32Q: 3 clusters Score -9553502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 74168 members 
Entering Unmasked Estep 
Score: -9553497.000000 Penalty: 5564.243164
	Iteration 33Q: 3 clusters Score -9553497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 74168 members 
Entering Unmasked Estep 
Score: -9553502.000000 Penalty: 5564.243164
	Iteration 34Q: 3 clusters Score -9553502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 74168 members 
Entering Unmasked Estep 
Score: -9553502.000000 Penalty: 5564.243164
	Iteration 35F: 3 clusters Score -9553502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -282131.718750 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -282131.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -279363.968750 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -279364 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -279876.406250 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -279876.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -279989.562500 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -279989.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -280058.843750 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -280058.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -280101.687500 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -280101.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -280118.093750 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -280118.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -280132.625000 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -280132.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -280142.156250 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -280142.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -280148.093750 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -280148.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -280153.531250 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -280153.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -280160.937500 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -280160.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -280172.031250 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -280172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -280177.625000 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -280177.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -280183.093750 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -280183.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -280189.250000 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -280189.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -280195.750000 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -280195.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -280201.250000 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -280201.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -280204.687500 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -280204.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -280207.656250 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -280207.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -280209.250000 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -280209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -280210.031250 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -280210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -280210.843750 Penalty: 3838.722168
	Iteration 21Q: 3 clusters Score -280210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -280211.500000 Penalty: 3838.722168
	Iteration 22Q: 3 clusters Score -280211.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -280212.843750 Penalty: 3838.722168
	Iteration 23Q: 3 clusters Score -280212.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -280213.781250 Penalty: 3838.722168
	Iteration 24Q: 3 clusters Score -280213.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -280215.406250 Penalty: 3838.722168
	Iteration 25Q: 3 clusters Score -280215.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -280216.718750 Penalty: 3838.722168
	Iteration 26Q: 3 clusters Score -280216.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -280217.781250 Penalty: 3838.722168
	Iteration 27Q: 3 clusters Score -280217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -280220.375000 Penalty: 3838.722168
	Iteration 28Q: 3 clusters Score -280220.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -280221.968750 Penalty: 3838.722168
	Iteration 29Q: 3 clusters Score -280222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -280222.468750 Penalty: 3838.722168
	Iteration 30Q: 3 clusters Score -280222.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -280223.156250 Penalty: 3838.722168
	Iteration 31Q: 3 clusters Score -280223.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -280223.156250 Penalty: 3838.722168
	Iteration 32F: 3 clusters Score -280223.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Entering Unmasked Estep 
Score: -1598017.875000 Penalty: 2353.092285
	Iteration 0F: 2 clusters Score -1598018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1588354.250000 Penalty: 4706.184570
	Iteration 0F: 3 clusters Score -1588354 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1591419.000000 Penalty: 4706.184570
	Iteration 1F: 3 clusters Score -1591419 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1591880.875000 Penalty: 4706.184570
	Iteration 2F: 3 clusters Score -1591881 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1592256.375000 Penalty: 4706.184570
	Iteration 3F: 3 clusters Score -1592256 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1592567.750000 Penalty: 4706.184570
	Iteration 4F: 3 clusters Score -1592568 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1592831.000000 Penalty: 4706.184570
	Iteration 5Q: 3 clusters Score -1592831 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1593102.125000 Penalty: 4706.184570
	Iteration 6Q: 3 clusters Score -1593102 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1593355.375000 Penalty: 4706.184570
	Iteration 7Q: 3 clusters Score -1593355 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1593566.250000 Penalty: 4706.184570
	Iteration 8Q: 3 clusters Score -1593566 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1593770.625000 Penalty: 4706.184570
	Iteration 9Q: 3 clusters Score -1593771 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1593945.125000 Penalty: 4706.184570
	Iteration 10Q: 3 clusters Score -1593945 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1594090.625000 Penalty: 4706.184570
	Iteration 11Q: 3 clusters Score -1594091 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1594185.250000 Penalty: 4706.184570
	Iteration 12Q: 3 clusters Score -1594185 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1594277.875000 Penalty: 4706.184570
	Iteration 13Q: 3 clusters Score -1594278 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1594363.500000 Penalty: 4706.184570
	Iteration 14Q: 3 clusters Score -1594364 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1594417.125000 Penalty: 4706.184570
	Iteration 15Q: 3 clusters Score -1594417 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1594470.750000 Penalty: 4706.184570
	Iteration 16Q: 3 clusters Score -1594471 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1594507.875000 Penalty: 4706.184570
	Iteration 17Q: 3 clusters Score -1594508 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1594531.750000 Penalty: 4706.184570
	Iteration 18Q: 3 clusters Score -1594532 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1594558.875000 Penalty: 4706.184570
	Iteration 19Q: 3 clusters Score -1594559 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1594586.500000 Penalty: 4706.184570
	Iteration 20F: 3 clusters Score -1594586 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1594613.000000 Penalty: 4706.184570
	Iteration 21Q: 3 clusters Score -1594613 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1594644.500000 Penalty: 4706.184570
	Iteration 22Q: 3 clusters Score -1594644 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1594665.750000 Penalty: 4706.184570
	Iteration 23Q: 3 clusters Score -1594666 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1594700.000000 Penalty: 4706.184570
	Iteration 24Q: 3 clusters Score -1594700 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1594719.750000 Penalty: 4706.184570
	Iteration 25Q: 3 clusters Score -1594720 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1594746.000000 Penalty: 4706.184570
	Iteration 26Q: 3 clusters Score -1594746 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1594771.125000 Penalty: 4706.184570
	Iteration 27Q: 3 clusters Score -1594771 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1594797.000000 Penalty: 4706.184570
	Iteration 28Q: 3 clusters Score -1594797 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1594818.750000 Penalty: 4706.184570
	Iteration 29Q: 3 clusters Score -1594819 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1594849.875000 Penalty: 4706.184570
	Iteration 30Q: 3 clusters Score -1594850 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1594878.875000 Penalty: 4706.184570
	Iteration 31Q: 3 clusters Score -1594879 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1594906.000000 Penalty: 4706.184570
	Iteration 32Q: 3 clusters Score -1594906 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1594942.875000 Penalty: 4706.184570
	Iteration 33Q: 3 clusters Score -1594943 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1594982.875000 Penalty: 4706.184570
	Iteration 34Q: 3 clusters Score -1594983 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1595026.125000 Penalty: 4706.184570
	Iteration 35Q: 3 clusters Score -1595026 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1595075.375000 Penalty: 4706.184570
	Iteration 36Q: 3 clusters Score -1595075 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1595118.875000 Penalty: 4706.184570
	Iteration 37Q: 3 clusters Score -1595119 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1595158.500000 Penalty: 4706.184570
	Iteration 38Q: 3 clusters Score -1595158 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1595198.250000 Penalty: 4706.184570
	Iteration 39Q: 3 clusters Score -1595198 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1595249.125000 Penalty: 4706.184570
	Iteration 40F: 3 clusters Score -1595249 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1595300.875000 Penalty: 4706.184570
	Iteration 41Q: 3 clusters Score -1595301 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1595358.625000 Penalty: 4706.184570
	Iteration 42Q: 3 clusters Score -1595359 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1595402.875000 Penalty: 4706.184570
	Iteration 43Q: 3 clusters Score -1595403 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1595453.750000 Penalty: 4706.184570
	Iteration 44Q: 3 clusters Score -1595454 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1595495.750000 Penalty: 4706.184570
	Iteration 45Q: 3 clusters Score -1595496 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1595529.250000 Penalty: 4706.184570
	Iteration 46Q: 3 clusters Score -1595529 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1595576.250000 Penalty: 4706.184570
	Iteration 47Q: 3 clusters Score -1595576 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1595611.875000 Penalty: 4706.184570
	Iteration 48Q: 3 clusters Score -1595612 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1595657.125000 Penalty: 4706.184570
	Iteration 49Q: 3 clusters Score -1595657 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1595704.625000 Penalty: 4706.184570
	Iteration 50Q: 3 clusters Score -1595705 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1595731.375000 Penalty: 4706.184570
	Iteration 51Q: 3 clusters Score -1595731 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1595759.125000 Penalty: 4706.184570
	Iteration 52Q: 3 clusters Score -1595759 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1595786.500000 Penalty: 4706.184570
	Iteration 53Q: 3 clusters Score -1595786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1595808.375000 Penalty: 4706.184570
	Iteration 54Q: 3 clusters Score -1595808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1595834.750000 Penalty: 4706.184570
	Iteration 55Q: 3 clusters Score -1595835 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1595860.875000 Penalty: 4706.184570
	Iteration 56Q: 3 clusters Score -1595861 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1595899.125000 Penalty: 4706.184570
	Iteration 57Q: 3 clusters Score -1595899 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1595929.000000 Penalty: 4706.184570
	Iteration 58Q: 3 clusters Score -1595929 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1595972.250000 Penalty: 4706.184570
	Iteration 59Q: 3 clusters Score -1595972 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1596010.750000 Penalty: 4706.184570
	Iteration 60F: 3 clusters Score -1596011 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1596040.875000 Penalty: 4706.184570
	Iteration 61Q: 3 clusters Score -1596041 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1596057.500000 Penalty: 4706.184570
	Iteration 62Q: 3 clusters Score -1596058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1596069.500000 Penalty: 4706.184570
	Iteration 63Q: 3 clusters Score -1596070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1596084.000000 Penalty: 4706.184570
	Iteration 64Q: 3 clusters Score -1596084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1596096.625000 Penalty: 4706.184570
	Iteration 65Q: 3 clusters Score -1596097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1596101.375000 Penalty: 4706.184570
	Iteration 66Q: 3 clusters Score -1596101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1596113.375000 Penalty: 4706.184570
	Iteration 67Q: 3 clusters Score -1596113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1596119.000000 Penalty: 4706.184570
	Iteration 68Q: 3 clusters Score -1596119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1596127.875000 Penalty: 4706.184570
	Iteration 69Q: 3 clusters Score -1596128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1596140.625000 Penalty: 4706.184570
	Iteration 70Q: 3 clusters Score -1596141 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1596154.250000 Penalty: 4706.184570
	Iteration 71Q: 3 clusters Score -1596154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1596164.500000 Penalty: 4706.184570
	Iteration 72Q: 3 clusters Score -1596164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1596168.375000 Penalty: 4706.184570
	Iteration 73Q: 3 clusters Score -1596168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1596185.500000 Penalty: 4706.184570
	Iteration 74Q: 3 clusters Score -1596186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1596191.625000 Penalty: 4706.184570
	Iteration 75Q: 3 clusters Score -1596192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1596199.000000 Penalty: 4706.184570
	Iteration 76Q: 3 clusters Score -1596199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1596205.750000 Penalty: 4706.184570
	Iteration 77Q: 3 clusters Score -1596206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1596214.875000 Penalty: 4706.184570
	Iteration 78Q: 3 clusters Score -1596215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1596219.500000 Penalty: 4706.184570
	Iteration 79Q: 3 clusters Score -1596220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1596230.125000 Penalty: 4706.184570
	Iteration 80F: 3 clusters Score -1596230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1596237.000000 Penalty: 4706.184570
	Iteration 81Q: 3 clusters Score -1596237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1596243.000000 Penalty: 4706.184570
	Iteration 82Q: 3 clusters Score -1596243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1596250.625000 Penalty: 4706.184570
	Iteration 83Q: 3 clusters Score -1596251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1596252.875000 Penalty: 4706.184570
	Iteration 84Q: 3 clusters Score -1596253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1596261.000000 Penalty: 4706.184570
	Iteration 85Q: 3 clusters Score -1596261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1596266.750000 Penalty: 4706.184570
	Iteration 86Q: 3 clusters Score -1596267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1596274.125000 Penalty: 4706.184570
	Iteration 87Q: 3 clusters Score -1596274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1596279.125000 Penalty: 4706.184570
	Iteration 88Q: 3 clusters Score -1596279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1596286.125000 Penalty: 4706.184570
	Iteration 89Q: 3 clusters Score -1596286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1596285.875000 Penalty: 4706.184570
	Iteration 90Q: 3 clusters Score -1596286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1596290.125000 Penalty: 4706.184570
	Iteration 91Q: 3 clusters Score -1596290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1596290.750000 Penalty: 4706.184570
	Iteration 92Q: 3 clusters Score -1596291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1596291.125000 Penalty: 4706.184570
	Iteration 93Q: 3 clusters Score -1596291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1596295.875000 Penalty: 4706.184570
	Iteration 94Q: 3 clusters Score -1596296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1596297.750000 Penalty: 4706.184570
	Iteration 95Q: 3 clusters Score -1596298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1596300.625000 Penalty: 4706.184570
	Iteration 96Q: 3 clusters Score -1596301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1596303.500000 Penalty: 4706.184570
	Iteration 97Q: 3 clusters Score -1596304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1596304.125000 Penalty: 4706.184570
	Iteration 98Q: 3 clusters Score -1596304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1596306.125000 Penalty: 4706.184570
	Iteration 99Q: 3 clusters Score -1596306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1596310.250000 Penalty: 4706.184570
	Iteration 100F: 3 clusters Score -1596310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1596310.000000 Penalty: 4706.184570
	Iteration 101Q: 3 clusters Score -1596310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1596310.000000 Penalty: 4706.184570
	Iteration 102Q: 3 clusters Score -1596310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1596310.625000 Penalty: 4706.184570
	Iteration 103Q: 3 clusters Score -1596311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1596310.875000 Penalty: 4706.184570
	Iteration 104Q: 3 clusters Score -1596311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1596310.250000 Penalty: 4706.184570
	Iteration 105Q: 3 clusters Score -1596310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1596310.250000 Penalty: 4706.184570
	Iteration 106Q: 3 clusters Score -1596310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1596313.000000 Penalty: 4706.184570
	Iteration 107Q: 3 clusters Score -1596313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1596310.750000 Penalty: 4706.184570
	Iteration 108Q: 3 clusters Score -1596311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1596314.625000 Penalty: 4706.184570
	Iteration 109Q: 3 clusters Score -1596315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1596316.000000 Penalty: 4706.184570
	Iteration 110Q: 3 clusters Score -1596316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1596317.125000 Penalty: 4706.184570
	Iteration 111Q: 3 clusters Score -1596317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1596316.375000 Penalty: 4706.184570
	Iteration 112Q: 3 clusters Score -1596316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1596313.875000 Penalty: 4706.184570
	Iteration 113Q: 3 clusters Score -1596314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1596316.625000 Penalty: 4706.184570
	Iteration 114Q: 3 clusters Score -1596317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1596316.500000 Penalty: 4706.184570
	Iteration 115Q: 3 clusters Score -1596316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1596316.750000 Penalty: 4706.184570
	Iteration 116Q: 3 clusters Score -1596317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1596316.625000 Penalty: 4706.184570
	Iteration 117Q: 3 clusters Score -1596317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1596317.375000 Penalty: 4706.184570
	Iteration 118Q: 3 clusters Score -1596317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1596316.000000 Penalty: 4706.184570
	Iteration 119Q: 3 clusters Score -1596316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1596315.125000 Penalty: 4706.184570
	Iteration 120F: 3 clusters Score -1596315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1596315.125000 Penalty: 4706.184570
	Iteration 121Q: 3 clusters Score -1596315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1596320.000000 Penalty: 4706.184570
	Iteration 122Q: 3 clusters Score -1596320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1596317.250000 Penalty: 4706.184570
	Iteration 123Q: 3 clusters Score -1596317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1596317.000000 Penalty: 4706.184570
	Iteration 124Q: 3 clusters Score -1596317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1596317.000000 Penalty: 4706.184570
	Iteration 125F: 3 clusters Score -1596317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Entering Unmasked Estep 
Score: -1814810.625000 Penalty: 2374.458008
	Iteration 0F: 2 clusters Score -1814811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1804276.625000 Penalty: 4748.916016
	Iteration 0F: 3 clusters Score -1804277 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1807816.625000 Penalty: 4748.916016
	Iteration 1F: 3 clusters Score -1807817 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1808299.000000 Penalty: 4748.916016
	Iteration 2F: 3 clusters Score -1808299 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1808778.625000 Penalty: 4748.916016
	Iteration 3F: 3 clusters Score -1808779 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1809303.250000 Penalty: 4748.916016
	Iteration 4F: 3 clusters Score -1809303 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1809871.000000 Penalty: 4748.916016
	Iteration 5F: 3 clusters Score -1809871 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1810390.750000 Penalty: 4748.916016
	Iteration 6F: 3 clusters Score -1810391 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1810860.625000 Penalty: 4748.916016
	Iteration 7Q: 3 clusters Score -1810861 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1811264.125000 Penalty: 4748.916016
	Iteration 8Q: 3 clusters Score -1811264 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1811599.750000 Penalty: 4748.916016
	Iteration 9Q: 3 clusters Score -1811600 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1811868.750000 Penalty: 4748.916016
	Iteration 10Q: 3 clusters Score -1811869 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1812109.000000 Penalty: 4748.916016
	Iteration 11Q: 3 clusters Score -1812109 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1812297.250000 Penalty: 4748.916016
	Iteration 12Q: 3 clusters Score -1812297 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1812420.625000 Penalty: 4748.916016
	Iteration 13Q: 3 clusters Score -1812421 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1812509.875000 Penalty: 4748.916016
	Iteration 14Q: 3 clusters Score -1812510 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1812587.750000 Penalty: 4748.916016
	Iteration 15Q: 3 clusters Score -1812588 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1812641.875000 Penalty: 4748.916016
	Iteration 16Q: 3 clusters Score -1812642 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1812709.875000 Penalty: 4748.916016
	Iteration 17Q: 3 clusters Score -1812710 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1812773.500000 Penalty: 4748.916016
	Iteration 18Q: 3 clusters Score -1812774 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1812836.500000 Penalty: 4748.916016
	Iteration 19Q: 3 clusters Score -1812836 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1812915.375000 Penalty: 4748.916016
	Iteration 20F: 3 clusters Score -1812915 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1812993.125000 Penalty: 4748.916016
	Iteration 21Q: 3 clusters Score -1812993 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1813037.625000 Penalty: 4748.916016
	Iteration 22Q: 3 clusters Score -1813038 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1813104.500000 Penalty: 4748.916016
	Iteration 23Q: 3 clusters Score -1813104 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1813167.875000 Penalty: 4748.916016
	Iteration 24Q: 3 clusters Score -1813168 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1813226.500000 Penalty: 4748.916016
	Iteration 25Q: 3 clusters Score -1813226 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1813281.250000 Penalty: 4748.916016
	Iteration 26Q: 3 clusters Score -1813281 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1813309.625000 Penalty: 4748.916016
	Iteration 27Q: 3 clusters Score -1813310 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1813346.125000 Penalty: 4748.916016
	Iteration 28Q: 3 clusters Score -1813346 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1813378.625000 Penalty: 4748.916016
	Iteration 29Q: 3 clusters Score -1813379 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1813407.750000 Penalty: 4748.916016
	Iteration 30Q: 3 clusters Score -1813408 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1813440.875000 Penalty: 4748.916016
	Iteration 31Q: 3 clusters Score -1813441 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1813474.750000 Penalty: 4748.916016
	Iteration 32Q: 3 clusters Score -1813475 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1813508.875000 Penalty: 4748.916016
	Iteration 33Q: 3 clusters Score -1813509 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1813546.500000 Penalty: 4748.916016
	Iteration 34Q: 3 clusters Score -1813546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1813583.625000 Penalty: 4748.916016
	Iteration 35Q: 3 clusters Score -1813584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1813615.125000 Penalty: 4748.916016
	Iteration 36Q: 3 clusters Score -1813615 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1813650.625000 Penalty: 4748.916016
	Iteration 37Q: 3 clusters Score -1813651 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1813691.500000 Penalty: 4748.916016
	Iteration 38Q: 3 clusters Score -1813692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1813746.250000 Penalty: 4748.916016
	Iteration 39Q: 3 clusters Score -1813746 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1813847.125000 Penalty: 4748.916016
	Iteration 40F: 3 clusters Score -1813847 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1813993.875000 Penalty: 4748.916016
	Iteration 41Q: 3 clusters Score -1813994 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1814146.125000 Penalty: 4748.916016
	Iteration 42Q: 3 clusters Score -1814146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1814195.625000 Penalty: 4748.916016
	Iteration 43Q: 3 clusters Score -1814196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1814216.250000 Penalty: 4748.916016
	Iteration 44Q: 3 clusters Score -1814216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1814218.250000 Penalty: 4748.916016
	Iteration 45Q: 3 clusters Score -1814218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1814221.125000 Penalty: 4748.916016
	Iteration 46Q: 3 clusters Score -1814221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1814221.750000 Penalty: 4748.916016
	Iteration 47Q: 3 clusters Score -1814222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1814222.500000 Penalty: 4748.916016
	Iteration 48Q: 3 clusters Score -1814222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1814222.500000 Penalty: 4748.916016
	Iteration 49F: 3 clusters Score -1814222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Entering Unmasked Estep 
Score: -467788.281250 Penalty: 2057.295898
	Iteration 0F: 2 clusters Score -467788.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -464016.718750 Penalty: 4114.591797
	Iteration 0F: 3 clusters Score -464016.7 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -465265.218750 Penalty: 4114.591797
	Iteration 1F: 3 clusters Score -465265.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -465881.156250 Penalty: 4114.591797
	Iteration 2F: 3 clusters Score -465881.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -466402.375000 Penalty: 4114.591797
	Iteration 3F: 3 clusters Score -466402.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -466855.875000 Penalty: 4114.591797
	Iteration 4F: 3 clusters Score -466855.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -467218.562500 Penalty: 4114.591797
	Iteration 5F: 3 clusters Score -467218.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -467511.437500 Penalty: 4114.591797
	Iteration 6Q: 3 clusters Score -467511.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -467670.687500 Penalty: 4114.591797
	Iteration 7Q: 3 clusters Score -467670.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -467761.906250 Penalty: 4114.591797
	Iteration 8Q: 3 clusters Score -467761.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -467840.281250 Penalty: 4114.591797
	Iteration 9Q: 3 clusters Score -467840.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -467882.343750 Penalty: 4114.591797
	Iteration 10Q: 3 clusters Score -467882.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -467893.531250 Penalty: 4114.591797
	Iteration 11Q: 3 clusters Score -467893.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -467898.000000 Penalty: 4114.591797
	Iteration 12Q: 3 clusters Score -467898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -467903.500000 Penalty: 4114.591797
	Iteration 13Q: 3 clusters Score -467903.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -467908.875000 Penalty: 4114.591797
	Iteration 14Q: 3 clusters Score -467908.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -467912.281250 Penalty: 4114.591797
	Iteration 15Q: 3 clusters Score -467912.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -467914.125000 Penalty: 4114.591797
	Iteration 16Q: 3 clusters Score -467914.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -467914.125000 Penalty: 4114.591797
	Iteration 17F: 3 clusters Score -467914.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 3653 members 
Mstep: Class 7 contains 21618 members 
Mstep: Class 8 contains 8232 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12741 members 
Mstep: Class 11 contains 167543 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56871 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20264 members 
Mstep: Class 19 contains 62256 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47699 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143471 members 
Mstep: Class 30 contains 24169 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179193 members 
Mstep: Class 33 contains 51925 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Mstep: Class 45 contains 353 members 
Entering Unmasked Estep 
Score: -150970448.000000 Penalty: 156338.828125
Splitting cluster 6 changes total score from -150971792.000000 to -150970448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (21618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Entering Unmasked Estep 
Score: -2618931.000000 Penalty: 2475.357666
	Iteration 0F: 2 clusters Score -2618931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2603746.000000 Penalty: 4950.715332
	Iteration 0F: 3 clusters Score -2603746 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2609208.750000 Penalty: 4950.715332
	Iteration 1F: 3 clusters Score -2609209 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2609766.250000 Penalty: 4950.715332
	Iteration 2F: 3 clusters Score -2609766 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2610290.500000 Penalty: 4950.715332
	Iteration 3F: 3 clusters Score -2610290 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2610889.250000 Penalty: 4950.715332
	Iteration 4F: 3 clusters Score -2610889 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2611574.250000 Penalty: 4950.715332
	Iteration 5F: 3 clusters Score -2611574 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2612380.000000 Penalty: 4950.715332
	Iteration 6F: 3 clusters Score -2612380 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2613201.750000 Penalty: 4950.715332
	Iteration 7F: 3 clusters Score -2613202 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2613955.250000 Penalty: 4950.715332
	Iteration 8F: 3 clusters Score -2613955 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2614577.500000 Penalty: 4950.715332
	Iteration 9Q: 3 clusters Score -2614578 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2615084.250000 Penalty: 4950.715332
	Iteration 10Q: 3 clusters Score -2615084 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2615486.500000 Penalty: 4950.715332
	Iteration 11Q: 3 clusters Score -2615486 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2615798.750000 Penalty: 4950.715332
	Iteration 12Q: 3 clusters Score -2615799 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2616021.750000 Penalty: 4950.715332
	Iteration 13Q: 3 clusters Score -2616022 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2616185.250000 Penalty: 4950.715332
	Iteration 14Q: 3 clusters Score -2616185 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2616311.250000 Penalty: 4950.715332
	Iteration 15Q: 3 clusters Score -2616311 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2616409.250000 Penalty: 4950.715332
	Iteration 16Q: 3 clusters Score -2616409 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2616490.000000 Penalty: 4950.715332
	Iteration 17Q: 3 clusters Score -2616490 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2616554.750000 Penalty: 4950.715332
	Iteration 18Q: 3 clusters Score -2616555 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2616618.250000 Penalty: 4950.715332
	Iteration 19Q: 3 clusters Score -2616618 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2616676.750000 Penalty: 4950.715332
	Iteration 20F: 3 clusters Score -2616677 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2616720.250000 Penalty: 4950.715332
	Iteration 21Q: 3 clusters Score -2616720 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2616749.250000 Penalty: 4950.715332
	Iteration 22Q: 3 clusters Score -2616749 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2616764.500000 Penalty: 4950.715332
	Iteration 23Q: 3 clusters Score -2616764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2616787.500000 Penalty: 4950.715332
	Iteration 24Q: 3 clusters Score -2616788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2616807.500000 Penalty: 4950.715332
	Iteration 25Q: 3 clusters Score -2616808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2616825.750000 Penalty: 4950.715332
	Iteration 26Q: 3 clusters Score -2616826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2616840.250000 Penalty: 4950.715332
	Iteration 27Q: 3 clusters Score -2616840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2616860.750000 Penalty: 4950.715332
	Iteration 28Q: 3 clusters Score -2616861 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -2616865.500000 Penalty: 4950.715332
	Iteration 29Q: 3 clusters Score -2616866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -2616882.750000 Penalty: 4950.715332
	Iteration 30Q: 3 clusters Score -2616883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2616894.000000 Penalty: 4950.715332
	Iteration 31Q: 3 clusters Score -2616894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2616903.250000 Penalty: 4950.715332
	Iteration 32Q: 3 clusters Score -2616903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2616921.000000 Penalty: 4950.715332
	Iteration 33Q: 3 clusters Score -2616921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2616926.250000 Penalty: 4950.715332
	Iteration 34Q: 3 clusters Score -2616926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2616928.500000 Penalty: 4950.715332
	Iteration 35Q: 3 clusters Score -2616928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2616930.250000 Penalty: 4950.715332
	Iteration 36Q: 3 clusters Score -2616930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2616936.250000 Penalty: 4950.715332
	Iteration 37Q: 3 clusters Score -2616936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2616934.750000 Penalty: 4950.715332
	Iteration 38Q: 3 clusters Score -2616935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2616936.000000 Penalty: 4950.715332
	Iteration 39Q: 3 clusters Score -2616936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2616935.500000 Penalty: 4950.715332
	Iteration 40F: 3 clusters Score -2616936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2616933.000000 Penalty: 4950.715332
	Iteration 41Q: 3 clusters Score -2616933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2616933.000000 Penalty: 4950.715332
	Iteration 42F: 3 clusters Score -2616933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Entering Unmasked Estep 
Score: -910394.000000 Penalty: 2235.914551
	Iteration 0F: 2 clusters Score -910394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -903866.687500 Penalty: 4471.829102
	Iteration 0F: 3 clusters Score -903866.7 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -905848.875000 Penalty: 4471.829102
	Iteration 1F: 3 clusters Score -905848.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -906320.937500 Penalty: 4471.829102
	Iteration 2F: 3 clusters Score -906320.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -906757.750000 Penalty: 4471.829102
	Iteration 3F: 3 clusters Score -906757.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -907165.125000 Penalty: 4471.829102
	Iteration 4F: 3 clusters Score -907165.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -907547.250000 Penalty: 4471.829102
	Iteration 5F: 3 clusters Score -907547.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -907868.125000 Penalty: 4471.829102
	Iteration 6F: 3 clusters Score -907868.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -908159.750000 Penalty: 4471.829102
	Iteration 7Q: 3 clusters Score -908159.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -908418.687500 Penalty: 4471.829102
	Iteration 8Q: 3 clusters Score -908418.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -908641.125000 Penalty: 4471.829102
	Iteration 9Q: 3 clusters Score -908641.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -908802.312500 Penalty: 4471.829102
	Iteration 10Q: 3 clusters Score -908802.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -908912.312500 Penalty: 4471.829102
	Iteration 11Q: 3 clusters Score -908912.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -908995.312500 Penalty: 4471.829102
	Iteration 12Q: 3 clusters Score -908995.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -909043.937500 Penalty: 4471.829102
	Iteration 13Q: 3 clusters Score -909043.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -909089.750000 Penalty: 4471.829102
	Iteration 14Q: 3 clusters Score -909089.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -909134.250000 Penalty: 4471.829102
	Iteration 15Q: 3 clusters Score -909134.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -909165.062500 Penalty: 4471.829102
	Iteration 16Q: 3 clusters Score -909165.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -909189.062500 Penalty: 4471.829102
	Iteration 17Q: 3 clusters Score -909189.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -909206.750000 Penalty: 4471.829102
	Iteration 18Q: 3 clusters Score -909206.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -909223.062500 Penalty: 4471.829102
	Iteration 19Q: 3 clusters Score -909223.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -909235.125000 Penalty: 4471.829102
	Iteration 20F: 3 clusters Score -909235.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -909245.187500 Penalty: 4471.829102
	Iteration 21Q: 3 clusters Score -909245.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -909258.187500 Penalty: 4471.829102
	Iteration 22Q: 3 clusters Score -909258.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -909265.312500 Penalty: 4471.829102
	Iteration 23Q: 3 clusters Score -909265.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -909277.750000 Penalty: 4471.829102
	Iteration 24Q: 3 clusters Score -909277.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -909289.250000 Penalty: 4471.829102
	Iteration 25Q: 3 clusters Score -909289.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -909303.312500 Penalty: 4471.829102
	Iteration 26Q: 3 clusters Score -909303.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -909312.562500 Penalty: 4471.829102
	Iteration 27Q: 3 clusters Score -909312.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -909321.250000 Penalty: 4471.829102
	Iteration 28Q: 3 clusters Score -909321.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -909331.375000 Penalty: 4471.829102
	Iteration 29Q: 3 clusters Score -909331.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -909339.625000 Penalty: 4471.829102
	Iteration 30Q: 3 clusters Score -909339.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -909347.625000 Penalty: 4471.829102
	Iteration 31Q: 3 clusters Score -909347.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -909349.875000 Penalty: 4471.829102
	Iteration 32Q: 3 clusters Score -909349.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -909356.375000 Penalty: 4471.829102
	Iteration 33Q: 3 clusters Score -909356.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -909358.812500 Penalty: 4471.829102
	Iteration 34Q: 3 clusters Score -909358.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -909365.375000 Penalty: 4471.829102
	Iteration 35Q: 3 clusters Score -909365.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -909376.250000 Penalty: 4471.829102
	Iteration 36Q: 3 clusters Score -909376.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -909380.625000 Penalty: 4471.829102
	Iteration 37Q: 3 clusters Score -909380.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -909389.625000 Penalty: 4471.829102
	Iteration 38Q: 3 clusters Score -909389.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -909401.937500 Penalty: 4471.829102
	Iteration 39Q: 3 clusters Score -909401.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -909411.500000 Penalty: 4471.829102
	Iteration 40F: 3 clusters Score -909411.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -909421.812500 Penalty: 4471.829102
	Iteration 41Q: 3 clusters Score -909421.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -909429.500000 Penalty: 4471.829102
	Iteration 42Q: 3 clusters Score -909429.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -909433.562500 Penalty: 4471.829102
	Iteration 43Q: 3 clusters Score -909433.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -909442.562500 Penalty: 4471.829102
	Iteration 44Q: 3 clusters Score -909442.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -909450.187500 Penalty: 4471.829102
	Iteration 45Q: 3 clusters Score -909450.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -909454.437500 Penalty: 4471.829102
	Iteration 46Q: 3 clusters Score -909454.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -909460.562500 Penalty: 4471.829102
	Iteration 47Q: 3 clusters Score -909460.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -909460.750000 Penalty: 4471.829102
	Iteration 48Q: 3 clusters Score -909460.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -909463.187500 Penalty: 4471.829102
	Iteration 49Q: 3 clusters Score -909463.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -909467.062500 Penalty: 4471.829102
	Iteration 50Q: 3 clusters Score -909467.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -909468.687500 Penalty: 4471.829102
	Iteration 51Q: 3 clusters Score -909468.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -909469.375000 Penalty: 4471.829102
	Iteration 52Q: 3 clusters Score -909469.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -909469.375000 Penalty: 4471.829102
	Iteration 53F: 3 clusters Score -909469.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Entering Unmasked Estep 
Score: -351101.437500 Penalty: 1958.068115
	Iteration 0F: 2 clusters Score -351101.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -348032.750000 Penalty: 3916.136230
	Iteration 0F: 3 clusters Score -348032.8 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -348584.156250 Penalty: 3916.136230
	Iteration 1F: 3 clusters Score -348584.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -348711.562500 Penalty: 3916.136230
	Iteration 2F: 3 clusters Score -348711.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -348787.593750 Penalty: 3916.136230
	Iteration 3Q: 3 clusters Score -348787.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -348837.875000 Penalty: 3916.136230
	Iteration 4Q: 3 clusters Score -348837.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -348879.750000 Penalty: 3916.136230
	Iteration 5Q: 3 clusters Score -348879.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -348910.500000 Penalty: 3916.136230
	Iteration 6Q: 3 clusters Score -348910.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -348938.218750 Penalty: 3916.136230
	Iteration 7Q: 3 clusters Score -348938.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -348956.312500 Penalty: 3916.136230
	Iteration 8Q: 3 clusters Score -348956.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -348967.343750 Penalty: 3916.136230
	Iteration 9Q: 3 clusters Score -348967.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -348979.437500 Penalty: 3916.136230
	Iteration 10Q: 3 clusters Score -348979.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -348992.375000 Penalty: 3916.136230
	Iteration 11Q: 3 clusters Score -348992.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -349000.562500 Penalty: 3916.136230
	Iteration 12Q: 3 clusters Score -349000.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -349010.343750 Penalty: 3916.136230
	Iteration 13Q: 3 clusters Score -349010.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -349013.406250 Penalty: 3916.136230
	Iteration 14Q: 3 clusters Score -349013.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -349014.812500 Penalty: 3916.136230
	Iteration 15Q: 3 clusters Score -349014.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -349021.031250 Penalty: 3916.136230
	Iteration 16Q: 3 clusters Score -349021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -349028.593750 Penalty: 3916.136230
	Iteration 17Q: 3 clusters Score -349028.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -349032.093750 Penalty: 3916.136230
	Iteration 18Q: 3 clusters Score -349032.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -349034.062500 Penalty: 3916.136230
	Iteration 19Q: 3 clusters Score -349034.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -349037.406250 Penalty: 3916.136230
	Iteration 20F: 3 clusters Score -349037.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -349038.656250 Penalty: 3916.136230
	Iteration 21Q: 3 clusters Score -349038.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -349039.062500 Penalty: 3916.136230
	Iteration 22Q: 3 clusters Score -349039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -349040.281250 Penalty: 3916.136230
	Iteration 23Q: 3 clusters Score -349040.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -349040.281250 Penalty: 3916.136230
	Iteration 24Q: 3 clusters Score -349040.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -349040.281250 Penalty: 3916.136230
	Iteration 25F: 3 clusters Score -349040.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Entering Unmasked Estep 
Score: -1615622.625000 Penalty: 2344.239990
	Iteration 0F: 2 clusters Score -1615623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1606222.500000 Penalty: 4688.479980
	Iteration 0F: 3 clusters Score -1606222 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1609080.500000 Penalty: 4688.479980
	Iteration 1F: 3 clusters Score -1609080 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1609411.250000 Penalty: 4688.479980
	Iteration 2F: 3 clusters Score -1609411 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1609662.000000 Penalty: 4688.479980
	Iteration 3Q: 3 clusters Score -1609662 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1609937.375000 Penalty: 4688.479980
	Iteration 4Q: 3 clusters Score -1609937 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1610312.250000 Penalty: 4688.479980
	Iteration 5Q: 3 clusters Score -1610312 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1610775.500000 Penalty: 4688.479980
	Iteration 6F: 3 clusters Score -1610776 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1611302.500000 Penalty: 4688.479980
	Iteration 7F: 3 clusters Score -1611302 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1611841.625000 Penalty: 4688.479980
	Iteration 8F: 3 clusters Score -1611842 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1612215.625000 Penalty: 4688.479980
	Iteration 9F: 3 clusters Score -1612216 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1612487.625000 Penalty: 4688.479980
	Iteration 10Q: 3 clusters Score -1612488 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1612676.250000 Penalty: 4688.479980
	Iteration 11Q: 3 clusters Score -1612676 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1612795.625000 Penalty: 4688.479980
	Iteration 12Q: 3 clusters Score -1612796 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1612895.750000 Penalty: 4688.479980
	Iteration 13Q: 3 clusters Score -1612896 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1612963.375000 Penalty: 4688.479980
	Iteration 14Q: 3 clusters Score -1612963 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1613027.875000 Penalty: 4688.479980
	Iteration 15Q: 3 clusters Score -1613028 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1613097.375000 Penalty: 4688.479980
	Iteration 16Q: 3 clusters Score -1613097 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1613144.750000 Penalty: 4688.479980
	Iteration 17Q: 3 clusters Score -1613145 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1613193.375000 Penalty: 4688.479980
	Iteration 18Q: 3 clusters Score -1613193 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1613245.375000 Penalty: 4688.479980
	Iteration 19Q: 3 clusters Score -1613245 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1613287.000000 Penalty: 4688.479980
	Iteration 20F: 3 clusters Score -1613287 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1613334.750000 Penalty: 4688.479980
	Iteration 21Q: 3 clusters Score -1613335 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1613396.375000 Penalty: 4688.479980
	Iteration 22Q: 3 clusters Score -1613396 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1613455.250000 Penalty: 4688.479980
	Iteration 23Q: 3 clusters Score -1613455 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1613505.500000 Penalty: 4688.479980
	Iteration 24Q: 3 clusters Score -1613506 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1613558.125000 Penalty: 4688.479980
	Iteration 25Q: 3 clusters Score -1613558 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1613593.125000 Penalty: 4688.479980
	Iteration 26Q: 3 clusters Score -1613593 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1613630.875000 Penalty: 4688.479980
	Iteration 27Q: 3 clusters Score -1613631 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1613674.625000 Penalty: 4688.479980
	Iteration 28Q: 3 clusters Score -1613675 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1613711.500000 Penalty: 4688.479980
	Iteration 29Q: 3 clusters Score -1613712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1613748.875000 Penalty: 4688.479980
	Iteration 30Q: 3 clusters Score -1613749 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1613794.750000 Penalty: 4688.479980
	Iteration 31Q: 3 clusters Score -1613795 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1613842.625000 Penalty: 4688.479980
	Iteration 32Q: 3 clusters Score -1613843 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1613890.125000 Penalty: 4688.479980
	Iteration 33Q: 3 clusters Score -1613890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1613933.625000 Penalty: 4688.479980
	Iteration 34Q: 3 clusters Score -1613934 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1613965.250000 Penalty: 4688.479980
	Iteration 35Q: 3 clusters Score -1613965 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1613993.750000 Penalty: 4688.479980
	Iteration 36Q: 3 clusters Score -1613994 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1614038.625000 Penalty: 4688.479980
	Iteration 37Q: 3 clusters Score -1614039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1614075.000000 Penalty: 4688.479980
	Iteration 38Q: 3 clusters Score -1614075 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1614107.625000 Penalty: 4688.479980
	Iteration 39Q: 3 clusters Score -1614108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1614137.875000 Penalty: 4688.479980
	Iteration 40F: 3 clusters Score -1614138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1614173.125000 Penalty: 4688.479980
	Iteration 41Q: 3 clusters Score -1614173 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1614200.000000 Penalty: 4688.479980
	Iteration 42Q: 3 clusters Score -1614200 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1614226.500000 Penalty: 4688.479980
	Iteration 43Q: 3 clusters Score -1614226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1614256.125000 Penalty: 4688.479980
	Iteration 44Q: 3 clusters Score -1614256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1614284.000000 Penalty: 4688.479980
	Iteration 45Q: 3 clusters Score -1614284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1614299.250000 Penalty: 4688.479980
	Iteration 46Q: 3 clusters Score -1614299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1614316.125000 Penalty: 4688.479980
	Iteration 47Q: 3 clusters Score -1614316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1614324.750000 Penalty: 4688.479980
	Iteration 48Q: 3 clusters Score -1614325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1614327.625000 Penalty: 4688.479980
	Iteration 49Q: 3 clusters Score -1614328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1614334.750000 Penalty: 4688.479980
	Iteration 50Q: 3 clusters Score -1614335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1614340.250000 Penalty: 4688.479980
	Iteration 51Q: 3 clusters Score -1614340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1614344.250000 Penalty: 4688.479980
	Iteration 52Q: 3 clusters Score -1614344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1614351.125000 Penalty: 4688.479980
	Iteration 53Q: 3 clusters Score -1614351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1614347.875000 Penalty: 4688.479980
	Iteration 54Q: 3 clusters Score -1614348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1614351.375000 Penalty: 4688.479980
	Iteration 55Q: 3 clusters Score -1614351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1614352.375000 Penalty: 4688.479980
	Iteration 56Q: 3 clusters Score -1614352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1614350.250000 Penalty: 4688.479980
	Iteration 57Q: 3 clusters Score -1614350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1614352.875000 Penalty: 4688.479980
	Iteration 58Q: 3 clusters Score -1614353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1614354.125000 Penalty: 4688.479980
	Iteration 59Q: 3 clusters Score -1614354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1614354.375000 Penalty: 4688.479980
	Iteration 60F: 3 clusters Score -1614354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1614354.375000 Penalty: 4688.479980
	Iteration 61Q: 3 clusters Score -1614354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1614355.125000 Penalty: 4688.479980
	Iteration 62Q: 3 clusters Score -1614355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1614356.000000 Penalty: 4688.479980
	Iteration 63Q: 3 clusters Score -1614356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1614353.250000 Penalty: 4688.479980
	Iteration 64Q: 3 clusters Score -1614353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1614355.250000 Penalty: 4688.479980
	Iteration 65Q: 3 clusters Score -1614355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1614355.250000 Penalty: 4688.479980
	Iteration 66F: 3 clusters Score -1614355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167543 members 
Entering Unmasked Estep 
Score: -21703672.000000 Penalty: 2983.190918
	Iteration 0F: 2 clusters Score -2.170367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83766 members 
Mstep: Class 2 contains 83777 members 
Entering Unmasked Estep 
Score: -21595942.000000 Penalty: 5966.381836
	Iteration 0F: 3 clusters Score -2.159594e+07 nChanged 80183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82999 members 
Mstep: Class 2 contains 84544 members 
Entering Unmasked Estep 
Score: -21642222.000000 Penalty: 5966.381836
	Iteration 1F: 3 clusters Score -2.164222e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82513 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
Score: -21642746.000000 Penalty: 5966.381836
	Iteration 2Q: 3 clusters Score -2.164275e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 85878 members 
Entering Unmasked Estep 
Score: -21643368.000000 Penalty: 5966.381836
	Iteration 3Q: 3 clusters Score -2.164337e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 87358 members 
Entering Unmasked Estep 
Score: -21644164.000000 Penalty: 5966.381836
	Iteration 4Q: 3 clusters Score -2.164416e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 89783 members 
Entering Unmasked Estep 
Score: -21645500.000000 Penalty: 5966.381836
	Iteration 5Q: 3 clusters Score -2.16455e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73993 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -21647482.000000 Penalty: 5966.381836
	Iteration 6Q: 3 clusters Score -2.164748e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 99055 members 
Entering Unmasked Estep 
Score: -21650694.000000 Penalty: 5966.381836
	Iteration 7Q: 3 clusters Score -2.165069e+07 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60973 members 
Mstep: Class 2 contains 106570 members 
Entering Unmasked Estep 
Score: -21655524.000000 Penalty: 5966.381836
	Iteration 8F: 3 clusters Score -2.165552e+07 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 116040 members 
Entering Unmasked Estep 
Score: -21662224.000000 Penalty: 5966.381836
	Iteration 9F: 3 clusters Score -2.166222e+07 nChanged 12128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 126826 members 
Entering Unmasked Estep 
Score: -21669934.000000 Penalty: 5966.381836
	Iteration 10F: 3 clusters Score -2.166993e+07 nChanged 11619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 137767 members 
Entering Unmasked Estep 
Score: -21678164.000000 Penalty: 5966.381836
	Iteration 11F: 3 clusters Score -2.167816e+07 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 147566 members 
Entering Unmasked Estep 
Score: -21685778.000000 Penalty: 5966.381836
	Iteration 12F: 3 clusters Score -2.168578e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 155409 members 
Entering Unmasked Estep 
Score: -21692356.000000 Penalty: 5966.381836
	Iteration 13Q: 3 clusters Score -2.169236e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 160957 members 
Entering Unmasked Estep 
Score: -21696672.000000 Penalty: 5966.381836
	Iteration 14Q: 3 clusters Score -2.169667e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 164279 members 
Entering Unmasked Estep 
Score: -21699068.000000 Penalty: 5966.381836
	Iteration 15Q: 3 clusters Score -2.169907e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 165917 members 
Entering Unmasked Estep 
Score: -21700058.000000 Penalty: 5966.381836
	Iteration 16Q: 3 clusters Score -2.170006e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 166601 members 
Entering Unmasked Estep 
Score: -21700590.000000 Penalty: 5966.381836
	Iteration 17Q: 3 clusters Score -2.170059e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 166882 members 
Entering Unmasked Estep 
Score: -21700780.000000 Penalty: 5966.381836
	Iteration 18Q: 3 clusters Score -2.170078e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 167021 members 
Entering Unmasked Estep 
Score: -21700896.000000 Penalty: 5966.381836
	Iteration 19Q: 3 clusters Score -2.17009e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 167086 members 
Entering Unmasked Estep 
Score: -21700954.000000 Penalty: 5966.381836
	Iteration 20F: 3 clusters Score -2.170095e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 167120 members 
Entering Unmasked Estep 
Score: -21700952.000000 Penalty: 5966.381836
	Iteration 21Q: 3 clusters Score -2.170095e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 167150 members 
Entering Unmasked Estep 
Score: -21701000.000000 Penalty: 5966.381836
	Iteration 22Q: 3 clusters Score -2.1701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 167161 members 
Entering Unmasked Estep 
Score: -21701022.000000 Penalty: 5966.381836
	Iteration 23Q: 3 clusters Score -2.170102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 167174 members 
Entering Unmasked Estep 
Score: -21701038.000000 Penalty: 5966.381836
	Iteration 24Q: 3 clusters Score -2.170104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 167179 members 
Entering Unmasked Estep 
Score: -21701028.000000 Penalty: 5966.381836
	Iteration 25Q: 3 clusters Score -2.170103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 167182 members 
Entering Unmasked Estep 
Score: -21701042.000000 Penalty: 5966.381836
	Iteration 26Q: 3 clusters Score -2.170104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 167184 members 
Entering Unmasked Estep 
Score: -21701054.000000 Penalty: 5966.381836
	Iteration 27Q: 3 clusters Score -2.170105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 167187 members 
Entering Unmasked Estep 
Score: -21701046.000000 Penalty: 5966.381836
	Iteration 28Q: 3 clusters Score -2.170105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 167192 members 
Entering Unmasked Estep 
Score: -21701062.000000 Penalty: 5966.381836
	Iteration 29Q: 3 clusters Score -2.170106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 167194 members 
Entering Unmasked Estep 
Score: -21701076.000000 Penalty: 5966.381836
	Iteration 30Q: 3 clusters Score -2.170108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 167199 members 
Entering Unmasked Estep 
Score: -21701056.000000 Penalty: 5966.381836
	Iteration 31Q: 3 clusters Score -2.170106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 167202 members 
Entering Unmasked Estep 
Score: -21701080.000000 Penalty: 5966.381836
	Iteration 32Q: 3 clusters Score -2.170108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 167206 members 
Entering Unmasked Estep 
Score: -21701076.000000 Penalty: 5966.381836
	Iteration 33Q: 3 clusters Score -2.170108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 167205 members 
Entering Unmasked Estep 
Score: -21701100.000000 Penalty: 5966.381836
	Iteration 34Q: 3 clusters Score -2.17011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 167208 members 
Entering Unmasked Estep 
Score: -21701092.000000 Penalty: 5966.381836
	Iteration 35Q: 3 clusters Score -2.170109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 167210 members 
Entering Unmasked Estep 
Score: -21701090.000000 Penalty: 5966.381836
	Iteration 36Q: 3 clusters Score -2.170109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 167212 members 
Entering Unmasked Estep 
Score: -21701088.000000 Penalty: 5966.381836
	Iteration 37Q: 3 clusters Score -2.170109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 167216 members 
Entering Unmasked Estep 
Score: -21701080.000000 Penalty: 5966.381836
	Iteration 38Q: 3 clusters Score -2.170108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 167217 members 
Entering Unmasked Estep 
Score: -21701084.000000 Penalty: 5966.381836
	Iteration 39Q: 3 clusters Score -2.170108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 167217 members 
Entering Unmasked Estep 
Score: -21701084.000000 Penalty: 5966.381836
	Iteration 40F: 3 clusters Score -2.170108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Entering Unmasked Estep 
Score: -2485777.500000 Penalty: 2448.024902
	Iteration 0F: 2 clusters Score -2485778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2472043.500000 Penalty: 4896.049805
	Iteration 0F: 3 clusters Score -2472044 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2476826.750000 Penalty: 4896.049805
	Iteration 1F: 3 clusters Score -2476827 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2477355.750000 Penalty: 4896.049805
	Iteration 2F: 3 clusters Score -2477356 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2477940.500000 Penalty: 4896.049805
	Iteration 3F: 3 clusters Score -2477940 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2478664.000000 Penalty: 4896.049805
	Iteration 4F: 3 clusters Score -2478664 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2479509.250000 Penalty: 4896.049805
	Iteration 5F: 3 clusters Score -2479509 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2480347.250000 Penalty: 4896.049805
	Iteration 6F: 3 clusters Score -2480347 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2481095.500000 Penalty: 4896.049805
	Iteration 7F: 3 clusters Score -2481096 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2481707.250000 Penalty: 4896.049805
	Iteration 8Q: 3 clusters Score -2481707 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2482203.500000 Penalty: 4896.049805
	Iteration 9Q: 3 clusters Score -2482204 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2482577.750000 Penalty: 4896.049805
	Iteration 10Q: 3 clusters Score -2482578 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2482826.250000 Penalty: 4896.049805
	Iteration 11Q: 3 clusters Score -2482826 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2483016.250000 Penalty: 4896.049805
	Iteration 12Q: 3 clusters Score -2483016 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2483152.000000 Penalty: 4896.049805
	Iteration 13Q: 3 clusters Score -2483152 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2483263.250000 Penalty: 4896.049805
	Iteration 14Q: 3 clusters Score -2483263 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2483373.250000 Penalty: 4896.049805
	Iteration 15Q: 3 clusters Score -2483373 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2483433.500000 Penalty: 4896.049805
	Iteration 16Q: 3 clusters Score -2483434 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2483498.250000 Penalty: 4896.049805
	Iteration 17Q: 3 clusters Score -2483498 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2483552.250000 Penalty: 4896.049805
	Iteration 18Q: 3 clusters Score -2483552 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2483599.500000 Penalty: 4896.049805
	Iteration 19Q: 3 clusters Score -2483600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2483616.250000 Penalty: 4896.049805
	Iteration 20F: 3 clusters Score -2483616 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2483645.000000 Penalty: 4896.049805
	Iteration 21Q: 3 clusters Score -2483645 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2483669.750000 Penalty: 4896.049805
	Iteration 22Q: 3 clusters Score -2483670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2483683.750000 Penalty: 4896.049805
	Iteration 23Q: 3 clusters Score -2483684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2483702.500000 Penalty: 4896.049805
	Iteration 24Q: 3 clusters Score -2483702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2483736.250000 Penalty: 4896.049805
	Iteration 25Q: 3 clusters Score -2483736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2483749.250000 Penalty: 4896.049805
	Iteration 26Q: 3 clusters Score -2483749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2483759.500000 Penalty: 4896.049805
	Iteration 27Q: 3 clusters Score -2483760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2483763.500000 Penalty: 4896.049805
	Iteration 28Q: 3 clusters Score -2483764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2483764.250000 Penalty: 4896.049805
	Iteration 29Q: 3 clusters Score -2483764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2483766.500000 Penalty: 4896.049805
	Iteration 30Q: 3 clusters Score -2483766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2483768.000000 Penalty: 4896.049805
	Iteration 31Q: 3 clusters Score -2483768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2483770.250000 Penalty: 4896.049805
	Iteration 32Q: 3 clusters Score -2483770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2483775.250000 Penalty: 4896.049805
	Iteration 33Q: 3 clusters Score -2483775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2483777.500000 Penalty: 4896.049805
	Iteration 34Q: 3 clusters Score -2483778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2483779.250000 Penalty: 4896.049805
	Iteration 35Q: 3 clusters Score -2483779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2483784.750000 Penalty: 4896.049805
	Iteration 36Q: 3 clusters Score -2483785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2483789.500000 Penalty: 4896.049805
	Iteration 37Q: 3 clusters Score -2483790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2483785.750000 Penalty: 4896.049805
	Iteration 38Q: 3 clusters Score -2483786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2483790.000000 Penalty: 4896.049805
	Iteration 39Q: 3 clusters Score -2483790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2483796.000000 Penalty: 4896.049805
	Iteration 40F: 3 clusters Score -2483796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2483796.500000 Penalty: 4896.049805
	Iteration 41Q: 3 clusters Score -2483796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2483798.500000 Penalty: 4896.049805
	Iteration 42Q: 3 clusters Score -2483798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2483799.250000 Penalty: 4896.049805
	Iteration 43Q: 3 clusters Score -2483799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2483800.000000 Penalty: 4896.049805
	Iteration 44Q: 3 clusters Score -2483800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2483801.000000 Penalty: 4896.049805
	Iteration 45Q: 3 clusters Score -2483801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2483804.750000 Penalty: 4896.049805
	Iteration 46Q: 3 clusters Score -2483805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2483804.250000 Penalty: 4896.049805
	Iteration 47Q: 3 clusters Score -2483804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2483806.000000 Penalty: 4896.049805
	Iteration 48Q: 3 clusters Score -2483806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2483806.500000 Penalty: 4896.049805
	Iteration 49Q: 3 clusters Score -2483806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2483808.000000 Penalty: 4896.049805
	Iteration 50Q: 3 clusters Score -2483808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2483808.000000 Penalty: 4896.049805
	Iteration 51F: 3 clusters Score -2483808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Entering Unmasked Estep 
Score: -650738.000000 Penalty: 2114.682373
	Iteration 0F: 2 clusters Score -650738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -646254.625000 Penalty: 4229.364746
	Iteration 0F: 3 clusters Score -646254.6 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -647319.187500 Penalty: 4229.364746
	Iteration 1F: 3 clusters Score -647319.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -647525.375000 Penalty: 4229.364746
	Iteration 2F: 3 clusters Score -647525.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -647645.312500 Penalty: 4229.364746
	Iteration 3Q: 3 clusters Score -647645.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -647727.562500 Penalty: 4229.364746
	Iteration 4Q: 3 clusters Score -647727.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -647792.687500 Penalty: 4229.364746
	Iteration 5Q: 3 clusters Score -647792.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -647849.312500 Penalty: 4229.364746
	Iteration 6Q: 3 clusters Score -647849.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -647901.562500 Penalty: 4229.364746
	Iteration 7Q: 3 clusters Score -647901.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -647947.750000 Penalty: 4229.364746
	Iteration 8Q: 3 clusters Score -647947.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -647988.312500 Penalty: 4229.364746
	Iteration 9Q: 3 clusters Score -647988.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -648025.500000 Penalty: 4229.364746
	Iteration 10Q: 3 clusters Score -648025.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -648061.500000 Penalty: 4229.364746
	Iteration 11Q: 3 clusters Score -648061.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -648091.187500 Penalty: 4229.364746
	Iteration 12Q: 3 clusters Score -648091.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -648125.312500 Penalty: 4229.364746
	Iteration 13Q: 3 clusters Score -648125.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -648153.437500 Penalty: 4229.364746
	Iteration 14Q: 3 clusters Score -648153.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -648186.437500 Penalty: 4229.364746
	Iteration 15Q: 3 clusters Score -648186.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -648217.187500 Penalty: 4229.364746
	Iteration 16Q: 3 clusters Score -648217.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -648250.812500 Penalty: 4229.364746
	Iteration 17Q: 3 clusters Score -648250.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -648280.500000 Penalty: 4229.364746
	Iteration 18Q: 3 clusters Score -648280.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -648305.875000 Penalty: 4229.364746
	Iteration 19Q: 3 clusters Score -648305.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -648340.687500 Penalty: 4229.364746
	Iteration 20F: 3 clusters Score -648340.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -648371.375000 Penalty: 4229.364746
	Iteration 21Q: 3 clusters Score -648371.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -648402.000000 Penalty: 4229.364746
	Iteration 22Q: 3 clusters Score -648402 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -648426.187500 Penalty: 4229.364746
	Iteration 23Q: 3 clusters Score -648426.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -648443.625000 Penalty: 4229.364746
	Iteration 24Q: 3 clusters Score -648443.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -648459.375000 Penalty: 4229.364746
	Iteration 25Q: 3 clusters Score -648459.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -648472.375000 Penalty: 4229.364746
	Iteration 26Q: 3 clusters Score -648472.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -648494.062500 Penalty: 4229.364746
	Iteration 27Q: 3 clusters Score -648494.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -648519.125000 Penalty: 4229.364746
	Iteration 28Q: 3 clusters Score -648519.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -648536.000000 Penalty: 4229.364746
	Iteration 29Q: 3 clusters Score -648536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -648556.687500 Penalty: 4229.364746
	Iteration 30Q: 3 clusters Score -648556.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -648580.000000 Penalty: 4229.364746
	Iteration 31Q: 3 clusters Score -648580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -648600.250000 Penalty: 4229.364746
	Iteration 32Q: 3 clusters Score -648600.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -648615.625000 Penalty: 4229.364746
	Iteration 33Q: 3 clusters Score -648615.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -648629.750000 Penalty: 4229.364746
	Iteration 34Q: 3 clusters Score -648629.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -648649.500000 Penalty: 4229.364746
	Iteration 35Q: 3 clusters Score -648649.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -648664.812500 Penalty: 4229.364746
	Iteration 36Q: 3 clusters Score -648664.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -648683.375000 Penalty: 4229.364746
	Iteration 37Q: 3 clusters Score -648683.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -648698.875000 Penalty: 4229.364746
	Iteration 38Q: 3 clusters Score -648698.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -648711.187500 Penalty: 4229.364746
	Iteration 39Q: 3 clusters Score -648711.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -648723.562500 Penalty: 4229.364746
	Iteration 40F: 3 clusters Score -648723.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -648740.812500 Penalty: 4229.364746
	Iteration 41Q: 3 clusters Score -648740.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -648753.937500 Penalty: 4229.364746
	Iteration 42Q: 3 clusters Score -648753.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -648769.125000 Penalty: 4229.364746
	Iteration 43Q: 3 clusters Score -648769.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -648779.125000 Penalty: 4229.364746
	Iteration 44Q: 3 clusters Score -648779.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -648789.812500 Penalty: 4229.364746
	Iteration 45Q: 3 clusters Score -648789.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -648801.937500 Penalty: 4229.364746
	Iteration 46Q: 3 clusters Score -648801.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -648812.937500 Penalty: 4229.364746
	Iteration 47Q: 3 clusters Score -648812.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -648824.375000 Penalty: 4229.364746
	Iteration 48Q: 3 clusters Score -648824.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -648833.562500 Penalty: 4229.364746
	Iteration 49Q: 3 clusters Score -648833.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -648842.375000 Penalty: 4229.364746
	Iteration 50Q: 3 clusters Score -648842.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -648850.812500 Penalty: 4229.364746
	Iteration 51Q: 3 clusters Score -648850.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -648857.562500 Penalty: 4229.364746
	Iteration 52Q: 3 clusters Score -648857.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -648861.187500 Penalty: 4229.364746
	Iteration 53Q: 3 clusters Score -648861.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -648863.750000 Penalty: 4229.364746
	Iteration 54Q: 3 clusters Score -648863.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -648865.437500 Penalty: 4229.364746
	Iteration 55Q: 3 clusters Score -648865.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -648865.625000 Penalty: 4229.364746
	Iteration 56Q: 3 clusters Score -648865.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -648869.687500 Penalty: 4229.364746
	Iteration 57Q: 3 clusters Score -648869.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -648873.125000 Penalty: 4229.364746
	Iteration 58Q: 3 clusters Score -648873.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -648875.437500 Penalty: 4229.364746
	Iteration 59Q: 3 clusters Score -648875.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -648879.937500 Penalty: 4229.364746
	Iteration 60F: 3 clusters Score -648879.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -648886.062500 Penalty: 4229.364746
	Iteration 61Q: 3 clusters Score -648886.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -648888.250000 Penalty: 4229.364746
	Iteration 62Q: 3 clusters Score -648888.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -648890.500000 Penalty: 4229.364746
	Iteration 63Q: 3 clusters Score -648890.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -648893.875000 Penalty: 4229.364746
	Iteration 64Q: 3 clusters Score -648893.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -648898.375000 Penalty: 4229.364746
	Iteration 65Q: 3 clusters Score -648898.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -648904.062500 Penalty: 4229.364746
	Iteration 66Q: 3 clusters Score -648904.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -648907.375000 Penalty: 4229.364746
	Iteration 67Q: 3 clusters Score -648907.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -648912.250000 Penalty: 4229.364746
	Iteration 68Q: 3 clusters Score -648912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -648912.312500 Penalty: 4229.364746
	Iteration 69Q: 3 clusters Score -648912.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -648913.000000 Penalty: 4229.364746
	Iteration 70Q: 3 clusters Score -648913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -648913.812500 Penalty: 4229.364746
	Iteration 71Q: 3 clusters Score -648913.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -648914.687500 Penalty: 4229.364746
	Iteration 72Q: 3 clusters Score -648914.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -648918.062500 Penalty: 4229.364746
	Iteration 73Q: 3 clusters Score -648918.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -648917.937500 Penalty: 4229.364746
	Iteration 74Q: 3 clusters Score -648917.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -648918.437500 Penalty: 4229.364746
	Iteration 75Q: 3 clusters Score -648918.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -648918.000000 Penalty: 4229.364746
	Iteration 76Q: 3 clusters Score -648918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -648920.375000 Penalty: 4229.364746
	Iteration 77Q: 3 clusters Score -648920.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -648921.500000 Penalty: 4229.364746
	Iteration 78Q: 3 clusters Score -648921.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -648924.375000 Penalty: 4229.364746
	Iteration 79Q: 3 clusters Score -648924.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -648927.750000 Penalty: 4229.364746
	Iteration 80F: 3 clusters Score -648927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -648929.937500 Penalty: 4229.364746
	Iteration 81Q: 3 clusters Score -648929.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -648930.187500 Penalty: 4229.364746
	Iteration 82Q: 3 clusters Score -648930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -648931.500000 Penalty: 4229.364746
	Iteration 83Q: 3 clusters Score -648931.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -648931.500000 Penalty: 4229.364746
	Iteration 84F: 3 clusters Score -648931.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Entering Unmasked Estep 
Score: -6944879.000000 Penalty: 2715.238037
	Iteration 0F: 2 clusters Score -6944879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -6906447.500000 Penalty: 5430.476074
	Iteration 0F: 3 clusters Score -6906448 nChanged 26532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -6921212.500000 Penalty: 5430.476074
	Iteration 1F: 3 clusters Score -6921212 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -6922145.500000 Penalty: 5430.476074
	Iteration 2Q: 3 clusters Score -6922146 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -6922989.500000 Penalty: 5430.476074
	Iteration 3Q: 3 clusters Score -6922990 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -6923919.500000 Penalty: 5430.476074
	Iteration 4Q: 3 clusters Score -6923920 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -6925122.000000 Penalty: 5430.476074
	Iteration 5Q: 3 clusters Score -6925122 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -6926657.000000 Penalty: 5430.476074
	Iteration 6F: 3 clusters Score -6926657 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -6928523.000000 Penalty: 5430.476074
	Iteration 7F: 3 clusters Score -6928523 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -6930434.000000 Penalty: 5430.476074
	Iteration 8F: 3 clusters Score -6930434 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -6932457.000000 Penalty: 5430.476074
	Iteration 9F: 3 clusters Score -6932457 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -6934029.000000 Penalty: 5430.476074
	Iteration 10Q: 3 clusters Score -6934029 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -6935013.000000 Penalty: 5430.476074
	Iteration 11Q: 3 clusters Score -6935013 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -6935609.500000 Penalty: 5430.476074
	Iteration 12Q: 3 clusters Score -6935610 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -6935929.500000 Penalty: 5430.476074
	Iteration 13Q: 3 clusters Score -6935930 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -6936156.000000 Penalty: 5430.476074
	Iteration 14Q: 3 clusters Score -6936156 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -6936306.500000 Penalty: 5430.476074
	Iteration 15Q: 3 clusters Score -6936306 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -6936450.500000 Penalty: 5430.476074
	Iteration 16Q: 3 clusters Score -6936450 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -6936610.500000 Penalty: 5430.476074
	Iteration 17Q: 3 clusters Score -6936610 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -6936718.000000 Penalty: 5430.476074
	Iteration 18Q: 3 clusters Score -6936718 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -6936859.500000 Penalty: 5430.476074
	Iteration 19Q: 3 clusters Score -6936860 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -6936979.500000 Penalty: 5430.476074
	Iteration 20F: 3 clusters Score -6936980 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -6937107.500000 Penalty: 5430.476074
	Iteration 21Q: 3 clusters Score -6937108 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -6937192.000000 Penalty: 5430.476074
	Iteration 22Q: 3 clusters Score -6937192 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -6937276.000000 Penalty: 5430.476074
	Iteration 23Q: 3 clusters Score -6937276 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -6937378.000000 Penalty: 5430.476074
	Iteration 24Q: 3 clusters Score -6937378 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -6937460.000000 Penalty: 5430.476074
	Iteration 25Q: 3 clusters Score -6937460 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -6937591.000000 Penalty: 5430.476074
	Iteration 26Q: 3 clusters Score -6937591 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -6937730.500000 Penalty: 5430.476074
	Iteration 27Q: 3 clusters Score -6937730 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -6937839.000000 Penalty: 5430.476074
	Iteration 28Q: 3 clusters Score -6937839 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -6938007.000000 Penalty: 5430.476074
	Iteration 29Q: 3 clusters Score -6938007 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -6938241.500000 Penalty: 5430.476074
	Iteration 30Q: 3 clusters Score -6938242 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -6938493.500000 Penalty: 5430.476074
	Iteration 31Q: 3 clusters Score -6938494 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -6938800.000000 Penalty: 5430.476074
	Iteration 32Q: 3 clusters Score -6938800 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -6939150.000000 Penalty: 5430.476074
	Iteration 33Q: 3 clusters Score -6939150 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -6939510.000000 Penalty: 5430.476074
	Iteration 34Q: 3 clusters Score -6939510 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -6939834.000000 Penalty: 5430.476074
	Iteration 35Q: 3 clusters Score -6939834 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -6940151.000000 Penalty: 5430.476074
	Iteration 36Q: 3 clusters Score -6940151 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -6940398.000000 Penalty: 5430.476074
	Iteration 37Q: 3 clusters Score -6940398 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -6940593.000000 Penalty: 5430.476074
	Iteration 38Q: 3 clusters Score -6940593 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -6940730.000000 Penalty: 5430.476074
	Iteration 39Q: 3 clusters Score -6940730 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -6940823.000000 Penalty: 5430.476074
	Iteration 40F: 3 clusters Score -6940823 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -6940878.500000 Penalty: 5430.476074
	Iteration 41Q: 3 clusters Score -6940878 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -6940972.500000 Penalty: 5430.476074
	Iteration 42Q: 3 clusters Score -6940972 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -6941025.000000 Penalty: 5430.476074
	Iteration 43Q: 3 clusters Score -6941025 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -6941054.500000 Penalty: 5430.476074
	Iteration 44Q: 3 clusters Score -6941054 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -6941074.500000 Penalty: 5430.476074
	Iteration 45Q: 3 clusters Score -6941074 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -6941109.000000 Penalty: 5430.476074
	Iteration 46Q: 3 clusters Score -6941109 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -6941102.500000 Penalty: 5430.476074
	Iteration 47Q: 3 clusters Score -6941102 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -6941100.500000 Penalty: 5430.476074
	Iteration 48Q: 3 clusters Score -6941100 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -6941115.500000 Penalty: 5430.476074
	Iteration 49Q: 3 clusters Score -6941116 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -6941135.500000 Penalty: 5430.476074
	Iteration 50Q: 3 clusters Score -6941136 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -6941159.000000 Penalty: 5430.476074
	Iteration 51Q: 3 clusters Score -6941159 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -6941156.000000 Penalty: 5430.476074
	Iteration 52Q: 3 clusters Score -6941156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -6941157.500000 Penalty: 5430.476074
	Iteration 53Q: 3 clusters Score -6941158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6941160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6941154 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -6941165.500000 Penalty: 5430.476074
	Iteration 56Q: 3 clusters Score -6941166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -6941160.500000 Penalty: 5430.476074
	Iteration 57Q: 3 clusters Score -6941160 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -6941194.000000 Penalty: 5430.476074
	Iteration 58Q: 3 clusters Score -6941194 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -6941200.000000 Penalty: 5430.476074
	Iteration 59Q: 3 clusters Score -6941200 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -6941194.500000 Penalty: 5430.476074
	Iteration 60F: 3 clusters Score -6941194 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -6941197.500000 Penalty: 5430.476074
	Iteration 61Q: 3 clusters Score -6941198 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -6941199.500000 Penalty: 5430.476074
	Iteration 62Q: 3 clusters Score -6941200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -6941210.500000 Penalty: 5430.476074
	Iteration 63Q: 3 clusters Score -6941210 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -6941213.000000 Penalty: 5430.476074
	Iteration 64Q: 3 clusters Score -6941213 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -6941216.500000 Penalty: 5430.476074
	Iteration 65Q: 3 clusters Score -6941216 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -6941219.500000 Penalty: 5430.476074
	Iteration 66Q: 3 clusters Score -6941220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -6941226.500000 Penalty: 5430.476074
	Iteration 67Q: 3 clusters Score -6941226 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -6941217.000000 Penalty: 5430.476074
	Iteration 68Q: 3 clusters Score -6941217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -6941242.000000 Penalty: 5430.476074
	Iteration 69Q: 3 clusters Score -6941242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -6941251.000000 Penalty: 5430.476074
	Iteration 70Q: 3 clusters Score -6941251 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -6941253.500000 Penalty: 5430.476074
	Iteration 71Q: 3 clusters Score -6941254 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6941265 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -6941261.500000 Penalty: 5430.476074
	Iteration 73Q: 3 clusters Score -6941262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -6941268.000000 Penalty: 5430.476074
	Iteration 74Q: 3 clusters Score -6941268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -6941274.500000 Penalty: 5430.476074
	Iteration 75Q: 3 clusters Score -6941274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6941276 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6941266 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6941268 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -6941283.500000 Penalty: 5430.476074
	Iteration 79Q: 3 clusters Score -6941284 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -6941287.000000 Penalty: 5430.476074
	Iteration 80F: 3 clusters Score -6941287 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6941296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -6941301.000000 Penalty: 5430.476074
	Iteration 82Q: 3 clusters Score -6941301 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -6941310.500000 Penalty: 5430.476074
	Iteration 83Q: 3 clusters Score -6941310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6941298 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -6941307.500000 Penalty: 5430.476074
	Iteration 85Q: 3 clusters Score -6941308 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6941308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -6941321.500000 Penalty: 5430.476074
	Iteration 87Q: 3 clusters Score -6941322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6941341 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -6941332.500000 Penalty: 5430.476074
	Iteration 89Q: 3 clusters Score -6941332 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -6941336.500000 Penalty: 5430.476074
	Iteration 90Q: 3 clusters Score -6941336 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -6941342.500000 Penalty: 5430.476074
	Iteration 91Q: 3 clusters Score -6941342 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6941368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -6941373.000000 Penalty: 5430.476074
	Iteration 93Q: 3 clusters Score -6941373 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6941368 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -6941364.000000 Penalty: 5430.476074
	Iteration 95Q: 3 clusters Score -6941364 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -6941389.500000 Penalty: 5430.476074
	Iteration 96Q: 3 clusters Score -6941390 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -6941402.000000 Penalty: 5430.476074
	Iteration 97Q: 3 clusters Score -6941402 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -6941428.500000 Penalty: 5430.476074
	Iteration 98Q: 3 clusters Score -6941428 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6941450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6941464 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6941470 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6941480 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -6941499.000000 Penalty: 5430.476074
	Iteration 103Q: 3 clusters Score -6941499 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -6941515.500000 Penalty: 5430.476074
	Iteration 104Q: 3 clusters Score -6941516 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -6941504.000000 Penalty: 5430.476074
	Iteration 105Q: 3 clusters Score -6941504 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -6941511.500000 Penalty: 5430.476074
	Iteration 106Q: 3 clusters Score -6941512 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -6941522.500000 Penalty: 5430.476074
	Iteration 107Q: 3 clusters Score -6941522 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -6941553.000000 Penalty: 5430.476074
	Iteration 108Q: 3 clusters Score -6941553 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6941554 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -6941567.000000 Penalty: 5430.476074
	Iteration 110Q: 3 clusters Score -6941567 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6941574 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -6941581.500000 Penalty: 5430.476074
	Iteration 112Q: 3 clusters Score -6941582 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -6941601.500000 Penalty: 5430.476074
	Iteration 113Q: 3 clusters Score -6941602 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6941610 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -6941612.500000 Penalty: 5430.476074
	Iteration 115Q: 3 clusters Score -6941612 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -6941622.000000 Penalty: 5430.476074
	Iteration 116Q: 3 clusters Score -6941622 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -6941635.500000 Penalty: 5430.476074
	Iteration 117Q: 3 clusters Score -6941636 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6941636 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -6941675.000000 Penalty: 5430.476074
	Iteration 119Q: 3 clusters Score -6941675 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -6941706.500000 Penalty: 5430.476074
	Iteration 120F: 3 clusters Score -6941706 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6941728 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -6941782.500000 Penalty: 5430.476074
	Iteration 122Q: 3 clusters Score -6941782 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -6941800.500000 Penalty: 5430.476074
	Iteration 123Q: 3 clusters Score -6941800 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -6941864.000000 Penalty: 5430.476074
	Iteration 124Q: 3 clusters Score -6941864 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -6941890.500000 Penalty: 5430.476074
	Iteration 125Q: 3 clusters Score -6941890 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -6941914.000000 Penalty: 5430.476074
	Iteration 126Q: 3 clusters Score -6941914 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -6941957.500000 Penalty: 5430.476074
	Iteration 127Q: 3 clusters Score -6941958 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -6941981.500000 Penalty: 5430.476074
	Iteration 128Q: 3 clusters Score -6941982 nChanged 151
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Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -6942033.500000 Penalty: 5430.476074
	Iteration 129Q: 3 clusters Score -6942034 nChanged 179
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Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -6942076.000000 Penalty: 5430.476074
	Iteration 130Q: 3 clusters Score -6942076 nChanged 166
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Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -6942115.500000 Penalty: 5430.476074
	Iteration 131Q: 3 clusters Score -6942116 nChanged 174
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Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -6942149.000000 Penalty: 5430.476074
	Iteration 132Q: 3 clusters Score -6942149 nChanged 187
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Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -6942181.000000 Penalty: 5430.476074
	Iteration 133Q: 3 clusters Score -6942181 nChanged 190
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Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -6942233.500000 Penalty: 5430.476074
	Iteration 134Q: 3 clusters Score -6942234 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6942296 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 52302 members 
Entering Unmasked Estep 
Score: -6942343.500000 Penalty: 5430.476074
	Iteration 136Q: 3 clusters Score -6942344 nChanged 160
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Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
Score: -6942400.000000 Penalty: 5430.476074
	Iteration 137Q: 3 clusters Score -6942400 nChanged 168
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Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -6942467.000000 Penalty: 5430.476074
	Iteration 138Q: 3 clusters Score -6942467 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -6942509.500000 Penalty: 5430.476074
	Iteration 139Q: 3 clusters Score -6942510 nChanged 148
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Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -6942560.500000 Penalty: 5430.476074
	Iteration 140F: 3 clusters Score -6942560 nChanged 125
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Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6942570 nChanged 122
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Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 53183 members 
Entering Unmasked Estep 
Score: -6942594.000000 Penalty: 5430.476074
	Iteration 142Q: 3 clusters Score -6942594 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -6942606.000000 Penalty: 5430.476074
	Iteration 143Q: 3 clusters Score -6942606 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -6942652.500000 Penalty: 5430.476074
	Iteration 144Q: 3 clusters Score -6942652 nChanged 123
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Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -6942692.500000 Penalty: 5430.476074
	Iteration 145Q: 3 clusters Score -6942692 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -6942726.000000 Penalty: 5430.476074
	Iteration 146Q: 3 clusters Score -6942726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -6942738.000000 Penalty: 5430.476074
	Iteration 147Q: 3 clusters Score -6942738 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -6942750.500000 Penalty: 5430.476074
	Iteration 148Q: 3 clusters Score -6942750 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -6942757.000000 Penalty: 5430.476074
	Iteration 149Q: 3 clusters Score -6942757 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -6942779.000000 Penalty: 5430.476074
	Iteration 150Q: 3 clusters Score -6942779 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -6942781.000000 Penalty: 5430.476074
	Iteration 151Q: 3 clusters Score -6942781 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -6942805.500000 Penalty: 5430.476074
	Iteration 152Q: 3 clusters Score -6942806 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -6942815.500000 Penalty: 5430.476074
	Iteration 153Q: 3 clusters Score -6942816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 54102 members 
Entering Unmasked Estep 
Score: -6942824.000000 Penalty: 5430.476074
	Iteration 154Q: 3 clusters Score -6942824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -6942809.500000 Penalty: 5430.476074
	Iteration 155Q: 3 clusters Score -6942810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -6942845.500000 Penalty: 5430.476074
	Iteration 156Q: 3 clusters Score -6942846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
Score: -6942859.500000 Penalty: 5430.476074
	Iteration 157Q: 3 clusters Score -6942860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -6942866.500000 Penalty: 5430.476074
	Iteration 158Q: 3 clusters Score -6942866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -6942865.000000 Penalty: 5430.476074
	Iteration 159Q: 3 clusters Score -6942865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -6942876.500000 Penalty: 5430.476074
	Iteration 160F: 3 clusters Score -6942876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -6942868.000000 Penalty: 5430.476074
	Iteration 161Q: 3 clusters Score -6942868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -6942873.500000 Penalty: 5430.476074
	Iteration 162Q: 3 clusters Score -6942874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -6942886.500000 Penalty: 5430.476074
	Iteration 163Q: 3 clusters Score -6942886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -6942877.500000 Penalty: 5430.476074
	Iteration 164Q: 3 clusters Score -6942878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -6942879.500000 Penalty: 5430.476074
	Iteration 165Q: 3 clusters Score -6942880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -6942876.000000 Penalty: 5430.476074
	Iteration 166Q: 3 clusters Score -6942876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -6942875.500000 Penalty: 5430.476074
	Iteration 167Q: 3 clusters Score -6942876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -6942892.500000 Penalty: 5430.476074
	Iteration 168Q: 3 clusters Score -6942892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -6942884.500000 Penalty: 5430.476074
	Iteration 169Q: 3 clusters Score -6942884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -6942887.500000 Penalty: 5430.476074
	Iteration 170Q: 3 clusters Score -6942888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -6942891.500000 Penalty: 5430.476074
	Iteration 171Q: 3 clusters Score -6942892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -6942898.500000 Penalty: 5430.476074
	Iteration 172Q: 3 clusters Score -6942898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -6942903.500000 Penalty: 5430.476074
	Iteration 173Q: 3 clusters Score -6942904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -6942912.500000 Penalty: 5430.476074
	Iteration 174Q: 3 clusters Score -6942912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -6942917.000000 Penalty: 5430.476074
	Iteration 175Q: 3 clusters Score -6942917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -6942906.000000 Penalty: 5430.476074
	Iteration 176Q: 3 clusters Score -6942906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -6942922.000000 Penalty: 5430.476074
	Iteration 177Q: 3 clusters Score -6942922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -6942922.500000 Penalty: 5430.476074
	Iteration 178Q: 3 clusters Score -6942922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -6942927.500000 Penalty: 5430.476074
	Iteration 179Q: 3 clusters Score -6942928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -6942919.500000 Penalty: 5430.476074
	Iteration 180F: 3 clusters Score -6942920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -6942925.500000 Penalty: 5430.476074
	Iteration 181Q: 3 clusters Score -6942926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -6942927.500000 Penalty: 5430.476074
	Iteration 182Q: 3 clusters Score -6942928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -6942924.500000 Penalty: 5430.476074
	Iteration 183Q: 3 clusters Score -6942924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -6942934.000000 Penalty: 5430.476074
	Iteration 184Q: 3 clusters Score -6942934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -6942930.000000 Penalty: 5430.476074
	Iteration 185Q: 3 clusters Score -6942930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -6942934.000000 Penalty: 5430.476074
	Iteration 186Q: 3 clusters Score -6942934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -6942930.500000 Penalty: 5430.476074
	Iteration 187Q: 3 clusters Score -6942930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -6942934.500000 Penalty: 5430.476074
	Iteration 188Q: 3 clusters Score -6942934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -6942934.500000 Penalty: 5430.476074
	Iteration 189F: 3 clusters Score -6942934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Entering Unmasked Estep 
Score: -1802190.000000 Penalty: 2383.709229
	Iteration 0F: 2 clusters Score -1802190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1791381.375000 Penalty: 4767.418457
	Iteration 0F: 3 clusters Score -1791381 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1794944.625000 Penalty: 4767.418457
	Iteration 1F: 3 clusters Score -1794945 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1795455.500000 Penalty: 4767.418457
	Iteration 2F: 3 clusters Score -1795456 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1795911.875000 Penalty: 4767.418457
	Iteration 3F: 3 clusters Score -1795912 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1796356.625000 Penalty: 4767.418457
	Iteration 4F: 3 clusters Score -1796357 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1796755.500000 Penalty: 4767.418457
	Iteration 5Q: 3 clusters Score -1796756 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1797135.125000 Penalty: 4767.418457
	Iteration 6Q: 3 clusters Score -1797135 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1797468.875000 Penalty: 4767.418457
	Iteration 7Q: 3 clusters Score -1797469 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1797781.375000 Penalty: 4767.418457
	Iteration 8Q: 3 clusters Score -1797781 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1798114.625000 Penalty: 4767.418457
	Iteration 9Q: 3 clusters Score -1798115 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1798410.375000 Penalty: 4767.418457
	Iteration 10Q: 3 clusters Score -1798410 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1798687.375000 Penalty: 4767.418457
	Iteration 11Q: 3 clusters Score -1798687 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1798934.125000 Penalty: 4767.418457
	Iteration 12Q: 3 clusters Score -1798934 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1799110.625000 Penalty: 4767.418457
	Iteration 13Q: 3 clusters Score -1799111 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1799237.000000 Penalty: 4767.418457
	Iteration 14Q: 3 clusters Score -1799237 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1799344.250000 Penalty: 4767.418457
	Iteration 15Q: 3 clusters Score -1799344 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1799434.125000 Penalty: 4767.418457
	Iteration 16Q: 3 clusters Score -1799434 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1799510.125000 Penalty: 4767.418457
	Iteration 17Q: 3 clusters Score -1799510 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1799561.875000 Penalty: 4767.418457
	Iteration 18Q: 3 clusters Score -1799562 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1799613.375000 Penalty: 4767.418457
	Iteration 19Q: 3 clusters Score -1799613 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1799664.875000 Penalty: 4767.418457
	Iteration 20F: 3 clusters Score -1799665 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1799724.875000 Penalty: 4767.418457
	Iteration 21Q: 3 clusters Score -1799725 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1799786.250000 Penalty: 4767.418457
	Iteration 22Q: 3 clusters Score -1799786 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1799843.250000 Penalty: 4767.418457
	Iteration 23Q: 3 clusters Score -1799843 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1799910.125000 Penalty: 4767.418457
	Iteration 24Q: 3 clusters Score -1799910 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1799965.750000 Penalty: 4767.418457
	Iteration 25Q: 3 clusters Score -1799966 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1800014.625000 Penalty: 4767.418457
	Iteration 26Q: 3 clusters Score -1800015 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1800061.250000 Penalty: 4767.418457
	Iteration 27Q: 3 clusters Score -1800061 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1800113.250000 Penalty: 4767.418457
	Iteration 28Q: 3 clusters Score -1800113 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1800159.000000 Penalty: 4767.418457
	Iteration 29Q: 3 clusters Score -1800159 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1800191.625000 Penalty: 4767.418457
	Iteration 30Q: 3 clusters Score -1800192 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1800221.125000 Penalty: 4767.418457
	Iteration 31Q: 3 clusters Score -1800221 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1800243.750000 Penalty: 4767.418457
	Iteration 32Q: 3 clusters Score -1800244 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1800256.375000 Penalty: 4767.418457
	Iteration 33Q: 3 clusters Score -1800256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1800270.500000 Penalty: 4767.418457
	Iteration 34Q: 3 clusters Score -1800270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1800288.250000 Penalty: 4767.418457
	Iteration 35Q: 3 clusters Score -1800288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1800300.250000 Penalty: 4767.418457
	Iteration 36Q: 3 clusters Score -1800300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1800309.125000 Penalty: 4767.418457
	Iteration 37Q: 3 clusters Score -1800309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1800316.250000 Penalty: 4767.418457
	Iteration 38Q: 3 clusters Score -1800316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1800329.250000 Penalty: 4767.418457
	Iteration 39Q: 3 clusters Score -1800329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1800336.875000 Penalty: 4767.418457
	Iteration 40F: 3 clusters Score -1800337 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1800337.875000 Penalty: 4767.418457
	Iteration 41Q: 3 clusters Score -1800338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1800341.125000 Penalty: 4767.418457
	Iteration 42Q: 3 clusters Score -1800341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1800349.625000 Penalty: 4767.418457
	Iteration 43Q: 3 clusters Score -1800350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1800354.750000 Penalty: 4767.418457
	Iteration 44Q: 3 clusters Score -1800355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1800359.125000 Penalty: 4767.418457
	Iteration 45Q: 3 clusters Score -1800359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1800363.625000 Penalty: 4767.418457
	Iteration 46Q: 3 clusters Score -1800364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1800369.625000 Penalty: 4767.418457
	Iteration 47Q: 3 clusters Score -1800370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1800375.250000 Penalty: 4767.418457
	Iteration 48Q: 3 clusters Score -1800375 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1800381.625000 Penalty: 4767.418457
	Iteration 49Q: 3 clusters Score -1800382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1800387.750000 Penalty: 4767.418457
	Iteration 50Q: 3 clusters Score -1800388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1800397.125000 Penalty: 4767.418457
	Iteration 51Q: 3 clusters Score -1800397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1800401.375000 Penalty: 4767.418457
	Iteration 52Q: 3 clusters Score -1800401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1800399.750000 Penalty: 4767.418457
	Iteration 53Q: 3 clusters Score -1800400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1800404.250000 Penalty: 4767.418457
	Iteration 54Q: 3 clusters Score -1800404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1800417.000000 Penalty: 4767.418457
	Iteration 55Q: 3 clusters Score -1800417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1800420.625000 Penalty: 4767.418457
	Iteration 56Q: 3 clusters Score -1800421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1800421.000000 Penalty: 4767.418457
	Iteration 57Q: 3 clusters Score -1800421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1800424.750000 Penalty: 4767.418457
	Iteration 58Q: 3 clusters Score -1800425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1800422.500000 Penalty: 4767.418457
	Iteration 59Q: 3 clusters Score -1800422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1800427.625000 Penalty: 4767.418457
	Iteration 60F: 3 clusters Score -1800428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1800434.125000 Penalty: 4767.418457
	Iteration 61Q: 3 clusters Score -1800434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1800440.750000 Penalty: 4767.418457
	Iteration 62Q: 3 clusters Score -1800441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1800445.500000 Penalty: 4767.418457
	Iteration 63Q: 3 clusters Score -1800446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1800448.125000 Penalty: 4767.418457
	Iteration 64Q: 3 clusters Score -1800448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1800451.125000 Penalty: 4767.418457
	Iteration 65Q: 3 clusters Score -1800451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1800452.500000 Penalty: 4767.418457
	Iteration 66Q: 3 clusters Score -1800452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1800452.625000 Penalty: 4767.418457
	Iteration 67Q: 3 clusters Score -1800453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1800453.125000 Penalty: 4767.418457
	Iteration 68Q: 3 clusters Score -1800453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1800455.500000 Penalty: 4767.418457
	Iteration 69Q: 3 clusters Score -1800456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1800455.875000 Penalty: 4767.418457
	Iteration 70Q: 3 clusters Score -1800456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1800453.375000 Penalty: 4767.418457
	Iteration 71Q: 3 clusters Score -1800453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1800454.750000 Penalty: 4767.418457
	Iteration 72Q: 3 clusters Score -1800455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1800452.750000 Penalty: 4767.418457
	Iteration 73Q: 3 clusters Score -1800453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1800459.500000 Penalty: 4767.418457
	Iteration 74Q: 3 clusters Score -1800460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1800458.000000 Penalty: 4767.418457
	Iteration 75Q: 3 clusters Score -1800458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1800461.125000 Penalty: 4767.418457
	Iteration 76Q: 3 clusters Score -1800461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1800463.250000 Penalty: 4767.418457
	Iteration 77Q: 3 clusters Score -1800463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1800462.000000 Penalty: 4767.418457
	Iteration 78Q: 3 clusters Score -1800462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1800459.625000 Penalty: 4767.418457
	Iteration 79Q: 3 clusters Score -1800460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1800464.750000 Penalty: 4767.418457
	Iteration 80F: 3 clusters Score -1800465 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1800471.625000 Penalty: 4767.418457
	Iteration 81Q: 3 clusters Score -1800472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1800478.625000 Penalty: 4767.418457
	Iteration 82Q: 3 clusters Score -1800479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1800478.875000 Penalty: 4767.418457
	Iteration 83Q: 3 clusters Score -1800479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1800482.625000 Penalty: 4767.418457
	Iteration 84Q: 3 clusters Score -1800483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1800483.000000 Penalty: 4767.418457
	Iteration 85Q: 3 clusters Score -1800483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1800485.375000 Penalty: 4767.418457
	Iteration 86Q: 3 clusters Score -1800485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1800483.000000 Penalty: 4767.418457
	Iteration 87Q: 3 clusters Score -1800483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1800485.750000 Penalty: 4767.418457
	Iteration 88Q: 3 clusters Score -1800486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1800489.625000 Penalty: 4767.418457
	Iteration 89Q: 3 clusters Score -1800490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1800490.750000 Penalty: 4767.418457
	Iteration 90Q: 3 clusters Score -1800491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1800486.250000 Penalty: 4767.418457
	Iteration 91Q: 3 clusters Score -1800486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1800489.500000 Penalty: 4767.418457
	Iteration 92Q: 3 clusters Score -1800490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1800490.625000 Penalty: 4767.418457
	Iteration 93Q: 3 clusters Score -1800491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1800491.375000 Penalty: 4767.418457
	Iteration 94Q: 3 clusters Score -1800491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1800489.625000 Penalty: 4767.418457
	Iteration 95Q: 3 clusters Score -1800490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1800492.000000 Penalty: 4767.418457
	Iteration 96Q: 3 clusters Score -1800492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1800492.000000 Penalty: 4767.418457
	Iteration 97F: 3 clusters Score -1800492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97720 members 
Entering Unmasked Estep 
Score: -12676580.000000 Penalty: 2849.485596
	Iteration 0F: 2 clusters Score -1.267658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -12611594.000000 Penalty: 5698.971191
	Iteration 0F: 3 clusters Score -1.261159e+07 nChanged 45905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -12637473.000000 Penalty: 5698.971191
	Iteration 1F: 3 clusters Score -1.263747e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -12638115.000000 Penalty: 5698.971191
	Iteration 2Q: 3 clusters Score -1.263812e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -12638867.000000 Penalty: 5698.971191
	Iteration 3Q: 3 clusters Score -1.263887e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -12639805.000000 Penalty: 5698.971191
	Iteration 4Q: 3 clusters Score -1.26398e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -12641179.000000 Penalty: 5698.971191
	Iteration 5Q: 3 clusters Score -1.264118e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -12643699.000000 Penalty: 5698.971191
	Iteration 6F: 3 clusters Score -1.26437e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66624 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -12647827.000000 Penalty: 5698.971191
	Iteration 7F: 3 clusters Score -1.264783e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73656 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -12653396.000000 Penalty: 5698.971191
	Iteration 8F: 3 clusters Score -1.26534e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81118 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -12660030.000000 Penalty: 5698.971191
	Iteration 9F: 3 clusters Score -1.266003e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87753 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -12666105.000000 Penalty: 5698.971191
	Iteration 10F: 3 clusters Score -1.26661e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92346 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -12670277.000000 Penalty: 5698.971191
	Iteration 11Q: 3 clusters Score -1.267028e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -12672428.000000 Penalty: 5698.971191
	Iteration 12Q: 3 clusters Score -1.267243e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96059 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -12673322.000000 Penalty: 5698.971191
	Iteration 13Q: 3 clusters Score -1.267332e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96605 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -12673726.000000 Penalty: 5698.971191
	Iteration 14Q: 3 clusters Score -1.267373e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96876 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -12673928.000000 Penalty: 5698.971191
	Iteration 15Q: 3 clusters Score -1.267393e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96999 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -12674054.000000 Penalty: 5698.971191
	Iteration 16Q: 3 clusters Score -1.267405e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97087 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -12674147.000000 Penalty: 5698.971191
	Iteration 17Q: 3 clusters Score -1.267415e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97129 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -12674168.000000 Penalty: 5698.971191
	Iteration 18Q: 3 clusters Score -1.267417e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97157 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -12674180.000000 Penalty: 5698.971191
	Iteration 19Q: 3 clusters Score -1.267418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97169 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -12674175.000000 Penalty: 5698.971191
	Iteration 20F: 3 clusters Score -1.267418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97178 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -12674187.000000 Penalty: 5698.971191
	Iteration 21Q: 3 clusters Score -1.267419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97191 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12674201.000000 Penalty: 5698.971191
	Iteration 22Q: 3 clusters Score -1.26742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97204 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12674211.000000 Penalty: 5698.971191
	Iteration 23Q: 3 clusters Score -1.267421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97208 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -12674219.000000 Penalty: 5698.971191
	Iteration 24Q: 3 clusters Score -1.267422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12674214.000000 Penalty: 5698.971191
	Iteration 25Q: 3 clusters Score -1.267421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97217 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12674201.000000 Penalty: 5698.971191
	Iteration 26Q: 3 clusters Score -1.26742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97221 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -12674224.000000 Penalty: 5698.971191
	Iteration 27Q: 3 clusters Score -1.267422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97224 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -12674226.000000 Penalty: 5698.971191
	Iteration 28Q: 3 clusters Score -1.267423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97222 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12674232.000000 Penalty: 5698.971191
	Iteration 29Q: 3 clusters Score -1.267423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97222 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12674227.000000 Penalty: 5698.971191
	Iteration 30Q: 3 clusters Score -1.267423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97222 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12674227.000000 Penalty: 5698.971191
	Iteration 31F: 3 clusters Score -1.267423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -92045.257812 Penalty: 1676.007446
	Iteration 0F: 2 clusters Score -92045.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -90354.304688 Penalty: 3352.014893
	Iteration 0F: 3 clusters Score -90354.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -90847.601562 Penalty: 3352.014893
	Iteration 1F: 3 clusters Score -90847.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -91015.851562 Penalty: 3352.014893
	Iteration 2F: 3 clusters Score -91015.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -91135.789062 Penalty: 3352.014893
	Iteration 3Q: 3 clusters Score -91135.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -91202.281250 Penalty: 3352.014893
	Iteration 4Q: 3 clusters Score -91202.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -91318.695312 Penalty: 3352.014893
	Iteration 5Q: 3 clusters Score -91318.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -91567.335938 Penalty: 3352.014893
	Iteration 6Q: 3 clusters Score -91567.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -91911.898438 Penalty: 3352.014893
	Iteration 7F: 3 clusters Score -91911.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -92140.679688 Penalty: 3352.014893
	Iteration 8F: 3 clusters Score -92140.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -92241.281250 Penalty: 3352.014893
	Iteration 9Q: 3 clusters Score -92241.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -92301.140625 Penalty: 3352.014893
	Iteration 10Q: 3 clusters Score -92301.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -92387.875000 Penalty: 3352.014893
	Iteration 11Q: 3 clusters Score -92387.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -92460.242188 Penalty: 3352.014893
	Iteration 12Q: 3 clusters Score -92460.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -92575.132812 Penalty: 3352.014893
	Iteration 13Q: 3 clusters Score -92575.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -92748.007812 Penalty: 3352.014893
	Iteration 14Q: 3 clusters Score -92748.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -92992.156250 Penalty: 3352.014893
	Iteration 15Q: 3 clusters Score -92992.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -93009.281250 Penalty: 3352.014893
	Iteration 16Q: 3 clusters Score -93009.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -93018.390625 Penalty: 3352.014893
	Iteration 17Q: 3 clusters Score -93018.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -93024.968750 Penalty: 3352.014893
	Iteration 18Q: 3 clusters Score -93024.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -93038.843750 Penalty: 3352.014893
	Iteration 19Q: 3 clusters Score -93038.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -93042.171875 Penalty: 3352.014893
	Iteration 20F: 3 clusters Score -93042.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -93045.343750 Penalty: 3352.014893
	Iteration 21Q: 3 clusters Score -93045.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -93045.343750 Penalty: 3352.014893
	Iteration 22F: 3 clusters Score -93045.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21618 members 
Mstep: Class 8 contains 8232 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12741 members 
Mstep: Class 11 contains 167543 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56871 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 144 members 
Mstep: Class 18 contains 20264 members 
Mstep: Class 19 contains 62256 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47699 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143471 members 
Mstep: Class 30 contains 24169 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179193 members 
Mstep: Class 33 contains 51925 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Mstep: Class 45 contains 717 members 
Entering Unmasked Estep 
Score: -150971104.000000 Penalty: 156338.828125
Splitting cluster 17 changes total score from -150971792.000000 to -150971104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (20264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Entering Unmasked Estep 
Score: -2596544.500000 Penalty: 2459.317139
	Iteration 0F: 2 clusters Score -2596544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2582326.750000 Penalty: 4918.634277
	Iteration 0F: 3 clusters Score -2582327 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2587194.000000 Penalty: 4918.634277
	Iteration 1F: 3 clusters Score -2587194 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2587588.500000 Penalty: 4918.634277
	Iteration 2F: 3 clusters Score -2587588 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2587888.500000 Penalty: 4918.634277
	Iteration 3Q: 3 clusters Score -2587888 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2588156.250000 Penalty: 4918.634277
	Iteration 4Q: 3 clusters Score -2588156 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2588459.250000 Penalty: 4918.634277
	Iteration 5Q: 3 clusters Score -2588459 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2588762.750000 Penalty: 4918.634277
	Iteration 6Q: 3 clusters Score -2588763 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2589086.750000 Penalty: 4918.634277
	Iteration 7Q: 3 clusters Score -2589087 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2589499.750000 Penalty: 4918.634277
	Iteration 8Q: 3 clusters Score -2589500 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2589994.750000 Penalty: 4918.634277
	Iteration 9Q: 3 clusters Score -2589995 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2590591.250000 Penalty: 4918.634277
	Iteration 10Q: 3 clusters Score -2590591 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2591175.250000 Penalty: 4918.634277
	Iteration 11Q: 3 clusters Score -2591175 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2591747.250000 Penalty: 4918.634277
	Iteration 12Q: 3 clusters Score -2591747 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2592208.500000 Penalty: 4918.634277
	Iteration 13Q: 3 clusters Score -2592208 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2592527.750000 Penalty: 4918.634277
	Iteration 14Q: 3 clusters Score -2592528 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2592787.000000 Penalty: 4918.634277
	Iteration 15Q: 3 clusters Score -2592787 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2592999.250000 Penalty: 4918.634277
	Iteration 16Q: 3 clusters Score -2592999 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2593164.500000 Penalty: 4918.634277
	Iteration 17Q: 3 clusters Score -2593164 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2593304.000000 Penalty: 4918.634277
	Iteration 18Q: 3 clusters Score -2593304 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2593438.000000 Penalty: 4918.634277
	Iteration 19Q: 3 clusters Score -2593438 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2593569.500000 Penalty: 4918.634277
	Iteration 20F: 3 clusters Score -2593570 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2593707.500000 Penalty: 4918.634277
	Iteration 21Q: 3 clusters Score -2593708 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2593885.000000 Penalty: 4918.634277
	Iteration 22Q: 3 clusters Score -2593885 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2594030.000000 Penalty: 4918.634277
	Iteration 23Q: 3 clusters Score -2594030 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2594126.250000 Penalty: 4918.634277
	Iteration 24Q: 3 clusters Score -2594126 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2594227.750000 Penalty: 4918.634277
	Iteration 25Q: 3 clusters Score -2594228 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2594304.500000 Penalty: 4918.634277
	Iteration 26Q: 3 clusters Score -2594304 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2594369.500000 Penalty: 4918.634277
	Iteration 27Q: 3 clusters Score -2594370 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2594409.750000 Penalty: 4918.634277
	Iteration 28Q: 3 clusters Score -2594410 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2594435.750000 Penalty: 4918.634277
	Iteration 29Q: 3 clusters Score -2594436 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2594462.250000 Penalty: 4918.634277
	Iteration 30Q: 3 clusters Score -2594462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2594492.500000 Penalty: 4918.634277
	Iteration 31Q: 3 clusters Score -2594492 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2594516.250000 Penalty: 4918.634277
	Iteration 32Q: 3 clusters Score -2594516 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2594543.250000 Penalty: 4918.634277
	Iteration 33Q: 3 clusters Score -2594543 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2594563.500000 Penalty: 4918.634277
	Iteration 34Q: 3 clusters Score -2594564 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2594589.000000 Penalty: 4918.634277
	Iteration 35Q: 3 clusters Score -2594589 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2594615.750000 Penalty: 4918.634277
	Iteration 36Q: 3 clusters Score -2594616 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2594635.750000 Penalty: 4918.634277
	Iteration 37Q: 3 clusters Score -2594636 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2594653.000000 Penalty: 4918.634277
	Iteration 38Q: 3 clusters Score -2594653 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2594670.500000 Penalty: 4918.634277
	Iteration 39Q: 3 clusters Score -2594670 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2594690.750000 Penalty: 4918.634277
	Iteration 40F: 3 clusters Score -2594691 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2594708.000000 Penalty: 4918.634277
	Iteration 41Q: 3 clusters Score -2594708 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2594714.500000 Penalty: 4918.634277
	Iteration 42Q: 3 clusters Score -2594714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2594725.000000 Penalty: 4918.634277
	Iteration 43Q: 3 clusters Score -2594725 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2594742.500000 Penalty: 4918.634277
	Iteration 44Q: 3 clusters Score -2594742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2594750.000000 Penalty: 4918.634277
	Iteration 45Q: 3 clusters Score -2594750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2594750.500000 Penalty: 4918.634277
	Iteration 46Q: 3 clusters Score -2594750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2594755.750000 Penalty: 4918.634277
	Iteration 47Q: 3 clusters Score -2594756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2594770.500000 Penalty: 4918.634277
	Iteration 48Q: 3 clusters Score -2594770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2594772.500000 Penalty: 4918.634277
	Iteration 49Q: 3 clusters Score -2594772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2594785.250000 Penalty: 4918.634277
	Iteration 50Q: 3 clusters Score -2594785 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2594800.250000 Penalty: 4918.634277
	Iteration 51Q: 3 clusters Score -2594800 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2594819.000000 Penalty: 4918.634277
	Iteration 52Q: 3 clusters Score -2594819 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2594842.750000 Penalty: 4918.634277
	Iteration 53Q: 3 clusters Score -2594843 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2594853.250000 Penalty: 4918.634277
	Iteration 54Q: 3 clusters Score -2594853 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2594871.500000 Penalty: 4918.634277
	Iteration 55Q: 3 clusters Score -2594872 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2594898.500000 Penalty: 4918.634277
	Iteration 56Q: 3 clusters Score -2594898 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2594906.250000 Penalty: 4918.634277
	Iteration 57Q: 3 clusters Score -2594906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2594922.000000 Penalty: 4918.634277
	Iteration 58Q: 3 clusters Score -2594922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2594934.500000 Penalty: 4918.634277
	Iteration 59Q: 3 clusters Score -2594934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2594952.000000 Penalty: 4918.634277
	Iteration 60F: 3 clusters Score -2594952 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2594964.000000 Penalty: 4918.634277
	Iteration 61Q: 3 clusters Score -2594964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2594979.000000 Penalty: 4918.634277
	Iteration 62Q: 3 clusters Score -2594979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2594982.750000 Penalty: 4918.634277
	Iteration 63Q: 3 clusters Score -2594983 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2594994.000000 Penalty: 4918.634277
	Iteration 64Q: 3 clusters Score -2594994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2595010.500000 Penalty: 4918.634277
	Iteration 65Q: 3 clusters Score -2595010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2595013.750000 Penalty: 4918.634277
	Iteration 66Q: 3 clusters Score -2595014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2595027.000000 Penalty: 4918.634277
	Iteration 67Q: 3 clusters Score -2595027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2595032.750000 Penalty: 4918.634277
	Iteration 68Q: 3 clusters Score -2595033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2595038.000000 Penalty: 4918.634277
	Iteration 69Q: 3 clusters Score -2595038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2595045.750000 Penalty: 4918.634277
	Iteration 70Q: 3 clusters Score -2595046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2595055.750000 Penalty: 4918.634277
	Iteration 71Q: 3 clusters Score -2595056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2595066.500000 Penalty: 4918.634277
	Iteration 72Q: 3 clusters Score -2595066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2595066.500000 Penalty: 4918.634277
	Iteration 73Q: 3 clusters Score -2595066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2595074.500000 Penalty: 4918.634277
	Iteration 74Q: 3 clusters Score -2595074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2595082.250000 Penalty: 4918.634277
	Iteration 75Q: 3 clusters Score -2595082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2595083.000000 Penalty: 4918.634277
	Iteration 76Q: 3 clusters Score -2595083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2595078.500000 Penalty: 4918.634277
	Iteration 77Q: 3 clusters Score -2595078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2595078.000000 Penalty: 4918.634277
	Iteration 78Q: 3 clusters Score -2595078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2595084.250000 Penalty: 4918.634277
	Iteration 79Q: 3 clusters Score -2595084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2595086.500000 Penalty: 4918.634277
	Iteration 80F: 3 clusters Score -2595086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2595091.000000 Penalty: 4918.634277
	Iteration 81Q: 3 clusters Score -2595091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2595089.500000 Penalty: 4918.634277
	Iteration 82Q: 3 clusters Score -2595090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2595090.500000 Penalty: 4918.634277
	Iteration 83Q: 3 clusters Score -2595090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2595091.000000 Penalty: 4918.634277
	Iteration 84Q: 3 clusters Score -2595091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2595091.000000 Penalty: 4918.634277
	Iteration 85Q: 3 clusters Score -2595091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2595092.500000 Penalty: 4918.634277
	Iteration 86Q: 3 clusters Score -2595092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2595095.500000 Penalty: 4918.634277
	Iteration 87Q: 3 clusters Score -2595096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2595096.250000 Penalty: 4918.634277
	Iteration 88Q: 3 clusters Score -2595096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2595095.250000 Penalty: 4918.634277
	Iteration 89Q: 3 clusters Score -2595095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2595095.250000 Penalty: 4918.634277
	Iteration 90F: 3 clusters Score -2595095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Entering Unmasked Estep 
Score: -8075048.000000 Penalty: 2737.674561
	Iteration 0F: 2 clusters Score -8075048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -8033329.500000 Penalty: 5475.349121
	Iteration 0F: 3 clusters Score -8033330 nChanged 28988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -8049692.000000 Penalty: 5475.349121
	Iteration 1F: 3 clusters Score -8049692 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -8050798.000000 Penalty: 5475.349121
	Iteration 2Q: 3 clusters Score -8050798 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -8052233.500000 Penalty: 5475.349121
	Iteration 3F: 3 clusters Score -8052234 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -8054225.500000 Penalty: 5475.349121
	Iteration 4F: 3 clusters Score -8054226 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -8057085.500000 Penalty: 5475.349121
	Iteration 5F: 3 clusters Score -8057086 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -8060642.000000 Penalty: 5475.349121
	Iteration 6F: 3 clusters Score -8060642 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -8064222.500000 Penalty: 5475.349121
	Iteration 7F: 3 clusters Score -8064222 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -8066954.000000 Penalty: 5475.349121
	Iteration 8F: 3 clusters Score -8066954 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -8068429.000000 Penalty: 5475.349121
	Iteration 9Q: 3 clusters Score -8068429 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -8069076.000000 Penalty: 5475.349121
	Iteration 10Q: 3 clusters Score -8069076 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -8069454.500000 Penalty: 5475.349121
	Iteration 11Q: 3 clusters Score -8069454 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -8069719.000000 Penalty: 5475.349121
	Iteration 12Q: 3 clusters Score -8069719 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -8069927.500000 Penalty: 5475.349121
	Iteration 13Q: 3 clusters Score -8069928 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -8070131.500000 Penalty: 5475.349121
	Iteration 14Q: 3 clusters Score -8070132 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -8070362.000000 Penalty: 5475.349121
	Iteration 15Q: 3 clusters Score -8070362 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -8070497.500000 Penalty: 5475.349121
	Iteration 16Q: 3 clusters Score -8070498 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -8070620.500000 Penalty: 5475.349121
	Iteration 17Q: 3 clusters Score -8070620 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -8070747.000000 Penalty: 5475.349121
	Iteration 18Q: 3 clusters Score -8070747 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -8070868.000000 Penalty: 5475.349121
	Iteration 19Q: 3 clusters Score -8070868 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -8071023.000000 Penalty: 5475.349121
	Iteration 20F: 3 clusters Score -8071023 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -8071117.500000 Penalty: 5475.349121
	Iteration 21Q: 3 clusters Score -8071118 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -8071282.500000 Penalty: 5475.349121
	Iteration 22Q: 3 clusters Score -8071282 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -8071378.500000 Penalty: 5475.349121
	Iteration 23Q: 3 clusters Score -8071378 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -8071435.000000 Penalty: 5475.349121
	Iteration 24Q: 3 clusters Score -8071435 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -8071553.000000 Penalty: 5475.349121
	Iteration 25Q: 3 clusters Score -8071553 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -8071646.000000 Penalty: 5475.349121
	Iteration 26Q: 3 clusters Score -8071646 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -8071713.000000 Penalty: 5475.349121
	Iteration 27Q: 3 clusters Score -8071713 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -8071787.500000 Penalty: 5475.349121
	Iteration 28Q: 3 clusters Score -8071788 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -8071865.000000 Penalty: 5475.349121
	Iteration 29Q: 3 clusters Score -8071865 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -8071936.000000 Penalty: 5475.349121
	Iteration 30Q: 3 clusters Score -8071936 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -8072010.500000 Penalty: 5475.349121
	Iteration 31Q: 3 clusters Score -8072010 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -8072085.500000 Penalty: 5475.349121
	Iteration 32Q: 3 clusters Score -8072086 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -8072167.500000 Penalty: 5475.349121
	Iteration 33Q: 3 clusters Score -8072168 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57488 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -8072199.500000 Penalty: 5475.349121
	Iteration 34Q: 3 clusters Score -8072200 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -8072260.000000 Penalty: 5475.349121
	Iteration 35Q: 3 clusters Score -8072260 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -8072296.000000 Penalty: 5475.349121
	Iteration 36Q: 3 clusters Score -8072296 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -8072344.500000 Penalty: 5475.349121
	Iteration 37Q: 3 clusters Score -8072344 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -8072395.000000 Penalty: 5475.349121
	Iteration 38Q: 3 clusters Score -8072395 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -8072454.000000 Penalty: 5475.349121
	Iteration 39Q: 3 clusters Score -8072454 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -8072487.500000 Penalty: 5475.349121
	Iteration 40F: 3 clusters Score -8072488 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -8072519.500000 Penalty: 5475.349121
	Iteration 41Q: 3 clusters Score -8072520 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58670 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -8072545.500000 Penalty: 5475.349121
	Iteration 42Q: 3 clusters Score -8072546 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -8072569.000000 Penalty: 5475.349121
	Iteration 43Q: 3 clusters Score -8072569 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -8072576.500000 Penalty: 5475.349121
	Iteration 44Q: 3 clusters Score -8072576 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -8072583.500000 Penalty: 5475.349121
	Iteration 45Q: 3 clusters Score -8072584 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -8072600.500000 Penalty: 5475.349121
	Iteration 46Q: 3 clusters Score -8072600 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -8072610.500000 Penalty: 5475.349121
	Iteration 47Q: 3 clusters Score -8072610 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -8072630.500000 Penalty: 5475.349121
	Iteration 48Q: 3 clusters Score -8072630 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -8072650.000000 Penalty: 5475.349121
	Iteration 49Q: 3 clusters Score -8072650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59226 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -8072661.000000 Penalty: 5475.349121
	Iteration 50Q: 3 clusters Score -8072661 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -8072669.000000 Penalty: 5475.349121
	Iteration 51Q: 3 clusters Score -8072669 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -8072675.000000 Penalty: 5475.349121
	Iteration 52Q: 3 clusters Score -8072675 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -8072676.500000 Penalty: 5475.349121
	Iteration 53Q: 3 clusters Score -8072676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -8072678.500000 Penalty: 5475.349121
	Iteration 54Q: 3 clusters Score -8072678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -8072684.500000 Penalty: 5475.349121
	Iteration 55Q: 3 clusters Score -8072684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -8072676.500000 Penalty: 5475.349121
	Iteration 56Q: 3 clusters Score -8072676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59475 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -8072675.000000 Penalty: 5475.349121
	Iteration 57Q: 3 clusters Score -8072675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -8072674.500000 Penalty: 5475.349121
	Iteration 58Q: 3 clusters Score -8072674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -8072675.500000 Penalty: 5475.349121
	Iteration 59Q: 3 clusters Score -8072676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -8072674.000000 Penalty: 5475.349121
	Iteration 60F: 3 clusters Score -8072674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8072682.500000 Penalty: 5475.349121
	Iteration 61Q: 3 clusters Score -8072682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -8072692.500000 Penalty: 5475.349121
	Iteration 62Q: 3 clusters Score -8072692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -8072690.500000 Penalty: 5475.349121
	Iteration 63Q: 3 clusters Score -8072690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -8072689.500000 Penalty: 5475.349121
	Iteration 64Q: 3 clusters Score -8072690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -8072692.500000 Penalty: 5475.349121
	Iteration 65Q: 3 clusters Score -8072692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59639 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -8072700.000000 Penalty: 5475.349121
	Iteration 66Q: 3 clusters Score -8072700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -8072700.500000 Penalty: 5475.349121
	Iteration 67Q: 3 clusters Score -8072700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59658 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -8072699.500000 Penalty: 5475.349121
	Iteration 68Q: 3 clusters Score -8072700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8072712.500000 Penalty: 5475.349121
	Iteration 69Q: 3 clusters Score -8072712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -8072708.000000 Penalty: 5475.349121
	Iteration 70Q: 3 clusters Score -8072708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -8072706.500000 Penalty: 5475.349121
	Iteration 71Q: 3 clusters Score -8072706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -8072714.000000 Penalty: 5475.349121
	Iteration 72Q: 3 clusters Score -8072714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -8072703.500000 Penalty: 5475.349121
	Iteration 73Q: 3 clusters Score -8072704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -8072705.500000 Penalty: 5475.349121
	Iteration 74Q: 3 clusters Score -8072706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -8072704.000000 Penalty: 5475.349121
	Iteration 75Q: 3 clusters Score -8072704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -8072707.500000 Penalty: 5475.349121
	Iteration 76Q: 3 clusters Score -8072708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -8072709.000000 Penalty: 5475.349121
	Iteration 77Q: 3 clusters Score -8072709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59730 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -8072704.000000 Penalty: 5475.349121
	Iteration 78Q: 3 clusters Score -8072704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8072699.500000 Penalty: 5475.349121
	Iteration 79Q: 3 clusters Score -8072700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8072699.500000 Penalty: 5475.349121
	Iteration 80F: 3 clusters Score -8072700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Entering Unmasked Estep 
Score: -1881483.125000 Penalty: 2373.957764
	Iteration 0F: 2 clusters Score -1881483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1871062.500000 Penalty: 4747.915527
	Iteration 0F: 3 clusters Score -1871062 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1874233.750000 Penalty: 4747.915527
	Iteration 1F: 3 clusters Score -1874234 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1874566.250000 Penalty: 4747.915527
	Iteration 2F: 3 clusters Score -1874566 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1874814.250000 Penalty: 4747.915527
	Iteration 3Q: 3 clusters Score -1874814 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1875037.875000 Penalty: 4747.915527
	Iteration 4Q: 3 clusters Score -1875038 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1875257.625000 Penalty: 4747.915527
	Iteration 5Q: 3 clusters Score -1875258 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1875499.125000 Penalty: 4747.915527
	Iteration 6Q: 3 clusters Score -1875499 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1875796.875000 Penalty: 4747.915527
	Iteration 7Q: 3 clusters Score -1875797 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1876175.375000 Penalty: 4747.915527
	Iteration 8Q: 3 clusters Score -1876175 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1876711.125000 Penalty: 4747.915527
	Iteration 9F: 3 clusters Score -1876711 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1877262.125000 Penalty: 4747.915527
	Iteration 10F: 3 clusters Score -1877262 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1877802.875000 Penalty: 4747.915527
	Iteration 11F: 3 clusters Score -1877803 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1878246.875000 Penalty: 4747.915527
	Iteration 12Q: 3 clusters Score -1878247 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1878612.500000 Penalty: 4747.915527
	Iteration 13Q: 3 clusters Score -1878612 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1878902.000000 Penalty: 4747.915527
	Iteration 14Q: 3 clusters Score -1878902 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1879097.375000 Penalty: 4747.915527
	Iteration 15Q: 3 clusters Score -1879097 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1879218.125000 Penalty: 4747.915527
	Iteration 16Q: 3 clusters Score -1879218 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1879297.250000 Penalty: 4747.915527
	Iteration 17Q: 3 clusters Score -1879297 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1879350.000000 Penalty: 4747.915527
	Iteration 18Q: 3 clusters Score -1879350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1879403.375000 Penalty: 4747.915527
	Iteration 19Q: 3 clusters Score -1879403 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1879455.875000 Penalty: 4747.915527
	Iteration 20F: 3 clusters Score -1879456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1879498.500000 Penalty: 4747.915527
	Iteration 21Q: 3 clusters Score -1879498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1879525.750000 Penalty: 4747.915527
	Iteration 22Q: 3 clusters Score -1879526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1879535.125000 Penalty: 4747.915527
	Iteration 23Q: 3 clusters Score -1879535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1879545.375000 Penalty: 4747.915527
	Iteration 24Q: 3 clusters Score -1879545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1879548.625000 Penalty: 4747.915527
	Iteration 25Q: 3 clusters Score -1879549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1879550.500000 Penalty: 4747.915527
	Iteration 26Q: 3 clusters Score -1879550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1879555.750000 Penalty: 4747.915527
	Iteration 27Q: 3 clusters Score -1879556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1879558.000000 Penalty: 4747.915527
	Iteration 28Q: 3 clusters Score -1879558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1879559.250000 Penalty: 4747.915527
	Iteration 29Q: 3 clusters Score -1879559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1879562.625000 Penalty: 4747.915527
	Iteration 30Q: 3 clusters Score -1879563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1879566.250000 Penalty: 4747.915527
	Iteration 31Q: 3 clusters Score -1879566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1879569.875000 Penalty: 4747.915527
	Iteration 32Q: 3 clusters Score -1879570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1879575.000000 Penalty: 4747.915527
	Iteration 33Q: 3 clusters Score -1879575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1879573.750000 Penalty: 4747.915527
	Iteration 34Q: 3 clusters Score -1879574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1879575.750000 Penalty: 4747.915527
	Iteration 35Q: 3 clusters Score -1879576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1879580.875000 Penalty: 4747.915527
	Iteration 36Q: 3 clusters Score -1879581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1879579.875000 Penalty: 4747.915527
	Iteration 37Q: 3 clusters Score -1879580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1879581.125000 Penalty: 4747.915527
	Iteration 38Q: 3 clusters Score -1879581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1879584.500000 Penalty: 4747.915527
	Iteration 39Q: 3 clusters Score -1879584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1879583.625000 Penalty: 4747.915527
	Iteration 40F: 3 clusters Score -1879584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1879585.125000 Penalty: 4747.915527
	Iteration 41Q: 3 clusters Score -1879585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1879585.375000 Penalty: 4747.915527
	Iteration 42Q: 3 clusters Score -1879585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1879582.500000 Penalty: 4747.915527
	Iteration 43Q: 3 clusters Score -1879582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1879582.500000 Penalty: 4747.915527
	Iteration 44F: 3 clusters Score -1879582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Entering Unmasked Estep 
Score: -6131682.500000 Penalty: 2671.621094
	Iteration 0F: 2 clusters Score -6131682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -6099596.500000 Penalty: 5343.242188
	Iteration 0F: 3 clusters Score -6099596 nChanged 21916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -6111653.000000 Penalty: 5343.242188
	Iteration 1F: 3 clusters Score -6111653 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -6112533.500000 Penalty: 5343.242188
	Iteration 2Q: 3 clusters Score -6112534 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -6113719.000000 Penalty: 5343.242188
	Iteration 3F: 3 clusters Score -6113719 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -6115359.000000 Penalty: 5343.242188
	Iteration 4F: 3 clusters Score -6115359 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -6117631.000000 Penalty: 5343.242188
	Iteration 5F: 3 clusters Score -6117631 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -6120368.500000 Penalty: 5343.242188
	Iteration 6F: 3 clusters Score -6120368 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -6122966.000000 Penalty: 5343.242188
	Iteration 7F: 3 clusters Score -6122966 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -6125145.000000 Penalty: 5343.242188
	Iteration 8F: 3 clusters Score -6125145 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -6126712.500000 Penalty: 5343.242188
	Iteration 9Q: 3 clusters Score -6126712 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -6127876.500000 Penalty: 5343.242188
	Iteration 10Q: 3 clusters Score -6127876 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -6128502.500000 Penalty: 5343.242188
	Iteration 11Q: 3 clusters Score -6128502 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -6128870.500000 Penalty: 5343.242188
	Iteration 12Q: 3 clusters Score -6128870 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -6129085.000000 Penalty: 5343.242188
	Iteration 13Q: 3 clusters Score -6129085 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -6129199.000000 Penalty: 5343.242188
	Iteration 14Q: 3 clusters Score -6129199 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -6129255.500000 Penalty: 5343.242188
	Iteration 15Q: 3 clusters Score -6129256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -6129291.000000 Penalty: 5343.242188
	Iteration 16Q: 3 clusters Score -6129291 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -6129310.500000 Penalty: 5343.242188
	Iteration 17Q: 3 clusters Score -6129310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -6129332.000000 Penalty: 5343.242188
	Iteration 18Q: 3 clusters Score -6129332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -6129348.500000 Penalty: 5343.242188
	Iteration 19Q: 3 clusters Score -6129348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -6129362.500000 Penalty: 5343.242188
	Iteration 20F: 3 clusters Score -6129362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -6129394.500000 Penalty: 5343.242188
	Iteration 21Q: 3 clusters Score -6129394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -6129391.500000 Penalty: 5343.242188
	Iteration 22Q: 3 clusters Score -6129392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -6129406.000000 Penalty: 5343.242188
	Iteration 23Q: 3 clusters Score -6129406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -6129416.000000 Penalty: 5343.242188
	Iteration 24Q: 3 clusters Score -6129416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -6129418.000000 Penalty: 5343.242188
	Iteration 25Q: 3 clusters Score -6129418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -6129417.000000 Penalty: 5343.242188
	Iteration 26Q: 3 clusters Score -6129417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -6129421.500000 Penalty: 5343.242188
	Iteration 27Q: 3 clusters Score -6129422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -6129418.500000 Penalty: 5343.242188
	Iteration 28Q: 3 clusters Score -6129418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -6129424.500000 Penalty: 5343.242188
	Iteration 29Q: 3 clusters Score -6129424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -6129423.500000 Penalty: 5343.242188
	Iteration 30Q: 3 clusters Score -6129424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -6129435.000000 Penalty: 5343.242188
	Iteration 31Q: 3 clusters Score -6129435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -6129435.000000 Penalty: 5343.242188
	Iteration 32F: 3 clusters Score -6129435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Entering Unmasked Estep 
Score: -3415878.750000 Penalty: 2529.727295
	Iteration 0F: 2 clusters Score -3415879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3397278.750000 Penalty: 5059.454590
	Iteration 0F: 3 clusters Score -3397279 nChanged 12147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -3403792.750000 Penalty: 5059.454590
	Iteration 1F: 3 clusters Score -3403793 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3404297.250000 Penalty: 5059.454590
	Iteration 2F: 3 clusters Score -3404297 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -3404762.250000 Penalty: 5059.454590
	Iteration 3Q: 3 clusters Score -3404762 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -3405225.500000 Penalty: 5059.454590
	Iteration 4Q: 3 clusters Score -3405226 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -3405885.500000 Penalty: 5059.454590
	Iteration 5Q: 3 clusters Score -3405886 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3406807.000000 Penalty: 5059.454590
	Iteration 6F: 3 clusters Score -3406807 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -3408100.500000 Penalty: 5059.454590
	Iteration 7F: 3 clusters Score -3408100 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -3409607.500000 Penalty: 5059.454590
	Iteration 8F: 3 clusters Score -3409608 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3411167.750000 Penalty: 5059.454590
	Iteration 9F: 3 clusters Score -3411168 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3412322.250000 Penalty: 5059.454590
	Iteration 10Q: 3 clusters Score -3412322 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3412995.500000 Penalty: 5059.454590
	Iteration 11Q: 3 clusters Score -3412996 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3413307.750000 Penalty: 5059.454590
	Iteration 12Q: 3 clusters Score -3413308 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3413463.500000 Penalty: 5059.454590
	Iteration 13Q: 3 clusters Score -3413464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3413540.250000 Penalty: 5059.454590
	Iteration 14Q: 3 clusters Score -3413540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3413585.000000 Penalty: 5059.454590
	Iteration 15Q: 3 clusters Score -3413585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3413617.000000 Penalty: 5059.454590
	Iteration 16Q: 3 clusters Score -3413617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3413631.000000 Penalty: 5059.454590
	Iteration 17Q: 3 clusters Score -3413631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3413644.500000 Penalty: 5059.454590
	Iteration 18Q: 3 clusters Score -3413644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3413657.750000 Penalty: 5059.454590
	Iteration 19Q: 3 clusters Score -3413658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3413660.250000 Penalty: 5059.454590
	Iteration 20F: 3 clusters Score -3413660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3413665.500000 Penalty: 5059.454590
	Iteration 21Q: 3 clusters Score -3413666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3413673.250000 Penalty: 5059.454590
	Iteration 22Q: 3 clusters Score -3413673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3413677.000000 Penalty: 5059.454590
	Iteration 23Q: 3 clusters Score -3413677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3413675.500000 Penalty: 5059.454590
	Iteration 24Q: 3 clusters Score -3413676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3413675.500000 Penalty: 5059.454590
	Iteration 25F: 3 clusters Score -3413676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Entering Unmasked Estep 
Score: -1650148.750000 Penalty: 2350.068848
	Iteration 0F: 2 clusters Score -1650149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1640566.625000 Penalty: 4700.137695
	Iteration 0F: 3 clusters Score -1640567 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1643590.000000 Penalty: 4700.137695
	Iteration 1F: 3 clusters Score -1643590 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1643989.125000 Penalty: 4700.137695
	Iteration 2F: 3 clusters Score -1643989 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1644296.625000 Penalty: 4700.137695
	Iteration 3F: 3 clusters Score -1644297 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1644551.125000 Penalty: 4700.137695
	Iteration 4Q: 3 clusters Score -1644551 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1644824.875000 Penalty: 4700.137695
	Iteration 5Q: 3 clusters Score -1644825 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1645139.875000 Penalty: 4700.137695
	Iteration 6Q: 3 clusters Score -1645140 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1645505.250000 Penalty: 4700.137695
	Iteration 7Q: 3 clusters Score -1645505 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1645856.875000 Penalty: 4700.137695
	Iteration 8Q: 3 clusters Score -1645857 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1646205.375000 Penalty: 4700.137695
	Iteration 9Q: 3 clusters Score -1646205 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1646491.375000 Penalty: 4700.137695
	Iteration 10Q: 3 clusters Score -1646491 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1646705.250000 Penalty: 4700.137695
	Iteration 11Q: 3 clusters Score -1646705 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1646850.125000 Penalty: 4700.137695
	Iteration 12Q: 3 clusters Score -1646850 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1646970.375000 Penalty: 4700.137695
	Iteration 13Q: 3 clusters Score -1646970 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1647041.000000 Penalty: 4700.137695
	Iteration 14Q: 3 clusters Score -1647041 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1647110.375000 Penalty: 4700.137695
	Iteration 15Q: 3 clusters Score -1647110 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1647172.750000 Penalty: 4700.137695
	Iteration 16Q: 3 clusters Score -1647173 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1647221.500000 Penalty: 4700.137695
	Iteration 17Q: 3 clusters Score -1647222 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1647267.125000 Penalty: 4700.137695
	Iteration 18Q: 3 clusters Score -1647267 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1647285.250000 Penalty: 4700.137695
	Iteration 19Q: 3 clusters Score -1647285 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1647306.250000 Penalty: 4700.137695
	Iteration 20F: 3 clusters Score -1647306 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1647318.125000 Penalty: 4700.137695
	Iteration 21Q: 3 clusters Score -1647318 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1647333.500000 Penalty: 4700.137695
	Iteration 22Q: 3 clusters Score -1647334 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1647350.500000 Penalty: 4700.137695
	Iteration 23Q: 3 clusters Score -1647350 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1647363.500000 Penalty: 4700.137695
	Iteration 24Q: 3 clusters Score -1647364 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1647375.500000 Penalty: 4700.137695
	Iteration 25Q: 3 clusters Score -1647376 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1647388.875000 Penalty: 4700.137695
	Iteration 26Q: 3 clusters Score -1647389 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1647401.125000 Penalty: 4700.137695
	Iteration 27Q: 3 clusters Score -1647401 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1647412.000000 Penalty: 4700.137695
	Iteration 28Q: 3 clusters Score -1647412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1647420.000000 Penalty: 4700.137695
	Iteration 29Q: 3 clusters Score -1647420 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1647431.125000 Penalty: 4700.137695
	Iteration 30Q: 3 clusters Score -1647431 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1647435.500000 Penalty: 4700.137695
	Iteration 31Q: 3 clusters Score -1647436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1647441.875000 Penalty: 4700.137695
	Iteration 32Q: 3 clusters Score -1647442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1647446.125000 Penalty: 4700.137695
	Iteration 33Q: 3 clusters Score -1647446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1647452.250000 Penalty: 4700.137695
	Iteration 34Q: 3 clusters Score -1647452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1647454.625000 Penalty: 4700.137695
	Iteration 35Q: 3 clusters Score -1647455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1647457.875000 Penalty: 4700.137695
	Iteration 36Q: 3 clusters Score -1647458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1647464.750000 Penalty: 4700.137695
	Iteration 37Q: 3 clusters Score -1647465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1647472.500000 Penalty: 4700.137695
	Iteration 38Q: 3 clusters Score -1647472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1647478.500000 Penalty: 4700.137695
	Iteration 39Q: 3 clusters Score -1647478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1647474.625000 Penalty: 4700.137695
	Iteration 40F: 3 clusters Score -1647475 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1647489.375000 Penalty: 4700.137695
	Iteration 41Q: 3 clusters Score -1647489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1647494.000000 Penalty: 4700.137695
	Iteration 42Q: 3 clusters Score -1647494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1647498.125000 Penalty: 4700.137695
	Iteration 43Q: 3 clusters Score -1647498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1647504.750000 Penalty: 4700.137695
	Iteration 44Q: 3 clusters Score -1647505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1647512.250000 Penalty: 4700.137695
	Iteration 45Q: 3 clusters Score -1647512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1647516.250000 Penalty: 4700.137695
	Iteration 46Q: 3 clusters Score -1647516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1647521.750000 Penalty: 4700.137695
	Iteration 47Q: 3 clusters Score -1647522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1647523.500000 Penalty: 4700.137695
	Iteration 48Q: 3 clusters Score -1647524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1647520.875000 Penalty: 4700.137695
	Iteration 49Q: 3 clusters Score -1647521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1647523.500000 Penalty: 4700.137695
	Iteration 50Q: 3 clusters Score -1647524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1647530.125000 Penalty: 4700.137695
	Iteration 51Q: 3 clusters Score -1647530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1647528.750000 Penalty: 4700.137695
	Iteration 52Q: 3 clusters Score -1647529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1647530.750000 Penalty: 4700.137695
	Iteration 53Q: 3 clusters Score -1647531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1647535.250000 Penalty: 4700.137695
	Iteration 54Q: 3 clusters Score -1647535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1647536.000000 Penalty: 4700.137695
	Iteration 55Q: 3 clusters Score -1647536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1647536.250000 Penalty: 4700.137695
	Iteration 56Q: 3 clusters Score -1647536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1647541.875000 Penalty: 4700.137695
	Iteration 57Q: 3 clusters Score -1647542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1647543.875000 Penalty: 4700.137695
	Iteration 58Q: 3 clusters Score -1647544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1647554.375000 Penalty: 4700.137695
	Iteration 59Q: 3 clusters Score -1647554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1647561.125000 Penalty: 4700.137695
	Iteration 60F: 3 clusters Score -1647561 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1647565.875000 Penalty: 4700.137695
	Iteration 61Q: 3 clusters Score -1647566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1647575.875000 Penalty: 4700.137695
	Iteration 62Q: 3 clusters Score -1647576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1647572.875000 Penalty: 4700.137695
	Iteration 63Q: 3 clusters Score -1647573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1647583.000000 Penalty: 4700.137695
	Iteration 64Q: 3 clusters Score -1647583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1647586.750000 Penalty: 4700.137695
	Iteration 65Q: 3 clusters Score -1647587 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1647593.250000 Penalty: 4700.137695
	Iteration 66Q: 3 clusters Score -1647593 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1647605.125000 Penalty: 4700.137695
	Iteration 67Q: 3 clusters Score -1647605 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1647615.250000 Penalty: 4700.137695
	Iteration 68Q: 3 clusters Score -1647615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1647616.375000 Penalty: 4700.137695
	Iteration 69Q: 3 clusters Score -1647616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1647622.000000 Penalty: 4700.137695
	Iteration 70Q: 3 clusters Score -1647622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1647627.750000 Penalty: 4700.137695
	Iteration 71Q: 3 clusters Score -1647628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1647638.000000 Penalty: 4700.137695
	Iteration 72Q: 3 clusters Score -1647638 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1647648.375000 Penalty: 4700.137695
	Iteration 73Q: 3 clusters Score -1647648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1647657.375000 Penalty: 4700.137695
	Iteration 74Q: 3 clusters Score -1647657 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1647666.250000 Penalty: 4700.137695
	Iteration 75Q: 3 clusters Score -1647666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1647673.125000 Penalty: 4700.137695
	Iteration 76Q: 3 clusters Score -1647673 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1647680.750000 Penalty: 4700.137695
	Iteration 77Q: 3 clusters Score -1647681 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1647690.250000 Penalty: 4700.137695
	Iteration 78Q: 3 clusters Score -1647690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1647693.375000 Penalty: 4700.137695
	Iteration 79Q: 3 clusters Score -1647693 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1647699.125000 Penalty: 4700.137695
	Iteration 80F: 3 clusters Score -1647699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1647704.875000 Penalty: 4700.137695
	Iteration 81Q: 3 clusters Score -1647705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1647706.375000 Penalty: 4700.137695
	Iteration 82Q: 3 clusters Score -1647706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1647705.875000 Penalty: 4700.137695
	Iteration 83Q: 3 clusters Score -1647706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1647713.125000 Penalty: 4700.137695
	Iteration 84Q: 3 clusters Score -1647713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1647712.375000 Penalty: 4700.137695
	Iteration 85Q: 3 clusters Score -1647712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1647712.625000 Penalty: 4700.137695
	Iteration 86Q: 3 clusters Score -1647713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1647718.375000 Penalty: 4700.137695
	Iteration 87Q: 3 clusters Score -1647718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1647725.000000 Penalty: 4700.137695
	Iteration 88Q: 3 clusters Score -1647725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1647728.750000 Penalty: 4700.137695
	Iteration 89Q: 3 clusters Score -1647729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1647730.875000 Penalty: 4700.137695
	Iteration 90Q: 3 clusters Score -1647731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1647734.125000 Penalty: 4700.137695
	Iteration 91Q: 3 clusters Score -1647734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1647737.500000 Penalty: 4700.137695
	Iteration 92Q: 3 clusters Score -1647738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1647734.000000 Penalty: 4700.137695
	Iteration 93Q: 3 clusters Score -1647734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1647738.250000 Penalty: 4700.137695
	Iteration 94Q: 3 clusters Score -1647738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1647740.500000 Penalty: 4700.137695
	Iteration 95Q: 3 clusters Score -1647740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1647744.375000 Penalty: 4700.137695
	Iteration 96Q: 3 clusters Score -1647744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1647746.375000 Penalty: 4700.137695
	Iteration 97Q: 3 clusters Score -1647746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1647748.625000 Penalty: 4700.137695
	Iteration 98Q: 3 clusters Score -1647749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1647752.250000 Penalty: 4700.137695
	Iteration 99Q: 3 clusters Score -1647752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1647754.750000 Penalty: 4700.137695
	Iteration 100F: 3 clusters Score -1647755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1647752.750000 Penalty: 4700.137695
	Iteration 101Q: 3 clusters Score -1647753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1647758.375000 Penalty: 4700.137695
	Iteration 102Q: 3 clusters Score -1647758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1647758.000000 Penalty: 4700.137695
	Iteration 103Q: 3 clusters Score -1647758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1647766.250000 Penalty: 4700.137695
	Iteration 104Q: 3 clusters Score -1647766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1647766.000000 Penalty: 4700.137695
	Iteration 105Q: 3 clusters Score -1647766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1647765.500000 Penalty: 4700.137695
	Iteration 106Q: 3 clusters Score -1647766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1647768.625000 Penalty: 4700.137695
	Iteration 107Q: 3 clusters Score -1647769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1647769.000000 Penalty: 4700.137695
	Iteration 108Q: 3 clusters Score -1647769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1647772.875000 Penalty: 4700.137695
	Iteration 109Q: 3 clusters Score -1647773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1647769.750000 Penalty: 4700.137695
	Iteration 110Q: 3 clusters Score -1647770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1647769.750000 Penalty: 4700.137695
	Iteration 111Q: 3 clusters Score -1647770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1647778.000000 Penalty: 4700.137695
	Iteration 112Q: 3 clusters Score -1647778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1647780.625000 Penalty: 4700.137695
	Iteration 113Q: 3 clusters Score -1647781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1647777.375000 Penalty: 4700.137695
	Iteration 114Q: 3 clusters Score -1647777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1647775.250000 Penalty: 4700.137695
	Iteration 115Q: 3 clusters Score -1647775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1647780.500000 Penalty: 4700.137695
	Iteration 116Q: 3 clusters Score -1647780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1647780.250000 Penalty: 4700.137695
	Iteration 117Q: 3 clusters Score -1647780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1647779.500000 Penalty: 4700.137695
	Iteration 118Q: 3 clusters Score -1647780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1647782.875000 Penalty: 4700.137695
	Iteration 119Q: 3 clusters Score -1647783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1647783.750000 Penalty: 4700.137695
	Iteration 120F: 3 clusters Score -1647784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1647782.250000 Penalty: 4700.137695
	Iteration 121Q: 3 clusters Score -1647782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1647784.875000 Penalty: 4700.137695
	Iteration 122Q: 3 clusters Score -1647785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1647788.875000 Penalty: 4700.137695
	Iteration 123Q: 3 clusters Score -1647789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1647790.250000 Penalty: 4700.137695
	Iteration 124Q: 3 clusters Score -1647790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1647792.125000 Penalty: 4700.137695
	Iteration 125Q: 3 clusters Score -1647792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1647796.500000 Penalty: 4700.137695
	Iteration 126Q: 3 clusters Score -1647796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1647796.125000 Penalty: 4700.137695
	Iteration 127Q: 3 clusters Score -1647796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1647797.750000 Penalty: 4700.137695
	Iteration 128Q: 3 clusters Score -1647798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1647800.875000 Penalty: 4700.137695
	Iteration 129Q: 3 clusters Score -1647801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1647800.875000 Penalty: 4700.137695
	Iteration 130Q: 3 clusters Score -1647801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1647802.875000 Penalty: 4700.137695
	Iteration 131Q: 3 clusters Score -1647803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1647801.500000 Penalty: 4700.137695
	Iteration 132Q: 3 clusters Score -1647802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1647800.375000 Penalty: 4700.137695
	Iteration 133Q: 3 clusters Score -1647800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1647801.500000 Penalty: 4700.137695
	Iteration 134Q: 3 clusters Score -1647802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1647801.750000 Penalty: 4700.137695
	Iteration 135Q: 3 clusters Score -1647802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1647800.375000 Penalty: 4700.137695
	Iteration 136Q: 3 clusters Score -1647800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1647796.250000 Penalty: 4700.137695
	Iteration 137Q: 3 clusters Score -1647796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1647798.875000 Penalty: 4700.137695
	Iteration 138Q: 3 clusters Score -1647799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1647801.125000 Penalty: 4700.137695
	Iteration 139Q: 3 clusters Score -1647801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1647803.125000 Penalty: 4700.137695
	Iteration 140F: 3 clusters Score -1647803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1647801.125000 Penalty: 4700.137695
	Iteration 141Q: 3 clusters Score -1647801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1647801.000000 Penalty: 4700.137695
	Iteration 142Q: 3 clusters Score -1647801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1647801.000000 Penalty: 4700.137695
	Iteration 143F: 3 clusters Score -1647801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Entering Unmasked Estep 
Score: -1311925.000000 Penalty: 2302.100098
	Iteration 0F: 2 clusters Score -1311925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1303874.375000 Penalty: 4604.200195
	Iteration 0F: 3 clusters Score -1303874 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1306285.625000 Penalty: 4604.200195
	Iteration 1F: 3 clusters Score -1306286 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1306671.750000 Penalty: 4604.200195
	Iteration 2F: 3 clusters Score -1306672 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1306948.750000 Penalty: 4604.200195
	Iteration 3F: 3 clusters Score -1306949 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1307186.250000 Penalty: 4604.200195
	Iteration 4Q: 3 clusters Score -1307186 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1307414.125000 Penalty: 4604.200195
	Iteration 5Q: 3 clusters Score -1307414 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1307641.500000 Penalty: 4604.200195
	Iteration 6Q: 3 clusters Score -1307642 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1307883.125000 Penalty: 4604.200195
	Iteration 7Q: 3 clusters Score -1307883 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1308125.500000 Penalty: 4604.200195
	Iteration 8Q: 3 clusters Score -1308126 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1308347.250000 Penalty: 4604.200195
	Iteration 9Q: 3 clusters Score -1308347 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1308579.625000 Penalty: 4604.200195
	Iteration 10Q: 3 clusters Score -1308580 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1308828.500000 Penalty: 4604.200195
	Iteration 11Q: 3 clusters Score -1308828 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1309098.875000 Penalty: 4604.200195
	Iteration 12Q: 3 clusters Score -1309099 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1309357.750000 Penalty: 4604.200195
	Iteration 13Q: 3 clusters Score -1309358 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1309596.375000 Penalty: 4604.200195
	Iteration 14Q: 3 clusters Score -1309596 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1309747.750000 Penalty: 4604.200195
	Iteration 15Q: 3 clusters Score -1309748 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1309851.375000 Penalty: 4604.200195
	Iteration 16Q: 3 clusters Score -1309851 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1309932.750000 Penalty: 4604.200195
	Iteration 17Q: 3 clusters Score -1309933 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1310000.000000 Penalty: 4604.200195
	Iteration 18Q: 3 clusters Score -1310000 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1310060.875000 Penalty: 4604.200195
	Iteration 19Q: 3 clusters Score -1310061 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1310134.875000 Penalty: 4604.200195
	Iteration 20F: 3 clusters Score -1310135 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1310180.875000 Penalty: 4604.200195
	Iteration 21Q: 3 clusters Score -1310181 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1310228.500000 Penalty: 4604.200195
	Iteration 22Q: 3 clusters Score -1310228 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1310264.500000 Penalty: 4604.200195
	Iteration 23Q: 3 clusters Score -1310264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1310288.125000 Penalty: 4604.200195
	Iteration 24Q: 3 clusters Score -1310288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1310304.000000 Penalty: 4604.200195
	Iteration 25Q: 3 clusters Score -1310304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1310313.375000 Penalty: 4604.200195
	Iteration 26Q: 3 clusters Score -1310313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1310320.500000 Penalty: 4604.200195
	Iteration 27Q: 3 clusters Score -1310320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1310318.875000 Penalty: 4604.200195
	Iteration 28Q: 3 clusters Score -1310319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1310327.250000 Penalty: 4604.200195
	Iteration 29Q: 3 clusters Score -1310327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1310329.750000 Penalty: 4604.200195
	Iteration 30Q: 3 clusters Score -1310330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1310335.000000 Penalty: 4604.200195
	Iteration 31Q: 3 clusters Score -1310335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1310337.750000 Penalty: 4604.200195
	Iteration 32Q: 3 clusters Score -1310338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1310340.125000 Penalty: 4604.200195
	Iteration 33Q: 3 clusters Score -1310340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1310340.250000 Penalty: 4604.200195
	Iteration 34Q: 3 clusters Score -1310340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1310341.625000 Penalty: 4604.200195
	Iteration 35Q: 3 clusters Score -1310342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1310343.500000 Penalty: 4604.200195
	Iteration 36Q: 3 clusters Score -1310344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1310348.000000 Penalty: 4604.200195
	Iteration 37Q: 3 clusters Score -1310348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1310349.125000 Penalty: 4604.200195
	Iteration 38Q: 3 clusters Score -1310349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1310351.750000 Penalty: 4604.200195
	Iteration 39Q: 3 clusters Score -1310352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1310352.000000 Penalty: 4604.200195
	Iteration 40F: 3 clusters Score -1310352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1310350.500000 Penalty: 4604.200195
	Iteration 41Q: 3 clusters Score -1310350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1310349.875000 Penalty: 4604.200195
	Iteration 42Q: 3 clusters Score -1310350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1310351.250000 Penalty: 4604.200195
	Iteration 43Q: 3 clusters Score -1310351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1310351.625000 Penalty: 4604.200195
	Iteration 44Q: 3 clusters Score -1310352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1310351.625000 Penalty: 4604.200195
	Iteration 45F: 3 clusters Score -1310352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Entering Unmasked Estep 
Score: -326371.062500 Penalty: 1954.533203
	Iteration 0F: 2 clusters Score -326371.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -323344.156250 Penalty: 3909.066406
	Iteration 0F: 3 clusters Score -323344.2 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -323946.906250 Penalty: 3909.066406
	Iteration 1F: 3 clusters Score -323946.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -324113.718750 Penalty: 3909.066406
	Iteration 2F: 3 clusters Score -324113.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -324222.218750 Penalty: 3909.066406
	Iteration 3F: 3 clusters Score -324222.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -324305.750000 Penalty: 3909.066406
	Iteration 4Q: 3 clusters Score -324305.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -324371.281250 Penalty: 3909.066406
	Iteration 5Q: 3 clusters Score -324371.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -324419.375000 Penalty: 3909.066406
	Iteration 6Q: 3 clusters Score -324419.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -324471.968750 Penalty: 3909.066406
	Iteration 7Q: 3 clusters Score -324472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -324521.156250 Penalty: 3909.066406
	Iteration 8Q: 3 clusters Score -324521.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -324568.500000 Penalty: 3909.066406
	Iteration 9Q: 3 clusters Score -324568.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -324648.531250 Penalty: 3909.066406
	Iteration 10Q: 3 clusters Score -324648.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -324755.468750 Penalty: 3909.066406
	Iteration 11Q: 3 clusters Score -324755.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -324858.750000 Penalty: 3909.066406
	Iteration 12Q: 3 clusters Score -324858.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -324955.406250 Penalty: 3909.066406
	Iteration 13Q: 3 clusters Score -324955.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -325041.093750 Penalty: 3909.066406
	Iteration 14Q: 3 clusters Score -325041.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -325133.281250 Penalty: 3909.066406
	Iteration 15Q: 3 clusters Score -325133.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -325210.437500 Penalty: 3909.066406
	Iteration 16Q: 3 clusters Score -325210.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -325284.500000 Penalty: 3909.066406
	Iteration 17Q: 3 clusters Score -325284.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -325354.531250 Penalty: 3909.066406
	Iteration 18Q: 3 clusters Score -325354.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -325435.906250 Penalty: 3909.066406
	Iteration 19Q: 3 clusters Score -325435.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -325514.156250 Penalty: 3909.066406
	Iteration 20F: 3 clusters Score -325514.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -325572.250000 Penalty: 3909.066406
	Iteration 21Q: 3 clusters Score -325572.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -325626.937500 Penalty: 3909.066406
	Iteration 22Q: 3 clusters Score -325626.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -325671.375000 Penalty: 3909.066406
	Iteration 23Q: 3 clusters Score -325671.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -325713.906250 Penalty: 3909.066406
	Iteration 24Q: 3 clusters Score -325713.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -325768.312500 Penalty: 3909.066406
	Iteration 25Q: 3 clusters Score -325768.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -325791.968750 Penalty: 3909.066406
	Iteration 26Q: 3 clusters Score -325792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -325797.125000 Penalty: 3909.066406
	Iteration 27Q: 3 clusters Score -325797.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -325799.656250 Penalty: 3909.066406
	Iteration 28Q: 3 clusters Score -325799.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -325799.562500 Penalty: 3909.066406
	Iteration 29Q: 3 clusters Score -325799.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -325799.718750 Penalty: 3909.066406
	Iteration 30Q: 3 clusters Score -325799.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -325799.718750 Penalty: 3909.066406
	Iteration 31F: 3 clusters Score -325799.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Entering Unmasked Estep 
Score: -681471.937500 Penalty: 2155.446045
	Iteration 0F: 2 clusters Score -681471.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -676426.375000 Penalty: 4310.892090
	Iteration 0F: 3 clusters Score -676426.4 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -677856.625000 Penalty: 4310.892090
	Iteration 1F: 3 clusters Score -677856.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -678306.187500 Penalty: 4310.892090
	Iteration 2F: 3 clusters Score -678306.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -678622.937500 Penalty: 4310.892090
	Iteration 3F: 3 clusters Score -678622.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -678857.750000 Penalty: 4310.892090
	Iteration 4F: 3 clusters Score -678857.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -679050.062500 Penalty: 4310.892090
	Iteration 5Q: 3 clusters Score -679050.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -679184.000000 Penalty: 4310.892090
	Iteration 6Q: 3 clusters Score -679184 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -679312.750000 Penalty: 4310.892090
	Iteration 7Q: 3 clusters Score -679312.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -679400.562500 Penalty: 4310.892090
	Iteration 8Q: 3 clusters Score -679400.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -679469.687500 Penalty: 4310.892090
	Iteration 9Q: 3 clusters Score -679469.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -679521.000000 Penalty: 4310.892090
	Iteration 10Q: 3 clusters Score -679521 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -679557.875000 Penalty: 4310.892090
	Iteration 11Q: 3 clusters Score -679557.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -679584.875000 Penalty: 4310.892090
	Iteration 12Q: 3 clusters Score -679584.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -679605.312500 Penalty: 4310.892090
	Iteration 13Q: 3 clusters Score -679605.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -679620.750000 Penalty: 4310.892090
	Iteration 14Q: 3 clusters Score -679620.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -679634.812500 Penalty: 4310.892090
	Iteration 15Q: 3 clusters Score -679634.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -679643.875000 Penalty: 4310.892090
	Iteration 16Q: 3 clusters Score -679643.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -679651.437500 Penalty: 4310.892090
	Iteration 17Q: 3 clusters Score -679651.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -679656.375000 Penalty: 4310.892090
	Iteration 18Q: 3 clusters Score -679656.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -679663.625000 Penalty: 4310.892090
	Iteration 19Q: 3 clusters Score -679663.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -679666.187500 Penalty: 4310.892090
	Iteration 20F: 3 clusters Score -679666.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -679668.625000 Penalty: 4310.892090
	Iteration 21Q: 3 clusters Score -679668.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -679672.562500 Penalty: 4310.892090
	Iteration 22Q: 3 clusters Score -679672.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -679676.062500 Penalty: 4310.892090
	Iteration 23Q: 3 clusters Score -679676.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -679681.562500 Penalty: 4310.892090
	Iteration 24Q: 3 clusters Score -679681.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -679687.187500 Penalty: 4310.892090
	Iteration 25Q: 3 clusters Score -679687.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -679696.625000 Penalty: 4310.892090
	Iteration 26Q: 3 clusters Score -679696.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -679701.687500 Penalty: 4310.892090
	Iteration 27Q: 3 clusters Score -679701.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -679703.062500 Penalty: 4310.892090
	Iteration 28Q: 3 clusters Score -679703.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -679706.375000 Penalty: 4310.892090
	Iteration 29Q: 3 clusters Score -679706.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -679705.687500 Penalty: 4310.892090
	Iteration 30Q: 3 clusters Score -679705.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -679708.312500 Penalty: 4310.892090
	Iteration 31Q: 3 clusters Score -679708.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -679710.687500 Penalty: 4310.892090
	Iteration 32Q: 3 clusters Score -679710.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -679714.687500 Penalty: 4310.892090
	Iteration 33Q: 3 clusters Score -679714.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -679713.875000 Penalty: 4310.892090
	Iteration 34Q: 3 clusters Score -679713.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -679715.750000 Penalty: 4310.892090
	Iteration 35Q: 3 clusters Score -679715.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -679715.812500 Penalty: 4310.892090
	Iteration 36Q: 3 clusters Score -679715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -679715.937500 Penalty: 4310.892090
	Iteration 37Q: 3 clusters Score -679715.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -679715.625000 Penalty: 4310.892090
	Iteration 38Q: 3 clusters Score -679715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -679717.937500 Penalty: 4310.892090
	Iteration 39Q: 3 clusters Score -679717.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -679717.937500 Penalty: 4310.892090
	Iteration 40F: 3 clusters Score -679717.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -679717.625000 Penalty: 4310.892090
	Iteration 41Q: 3 clusters Score -679717.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -679717.750000 Penalty: 4310.892090
	Iteration 42Q: 3 clusters Score -679717.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -679717.750000 Penalty: 4310.892090
	Iteration 43F: 3 clusters Score -679717.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -122388.320312 Penalty: 1718.034424
	Iteration 0F: 2 clusters Score -122388.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -120460.875000 Penalty: 3436.068848
	Iteration 0F: 3 clusters Score -120460.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -120842.210938 Penalty: 3436.068848
	Iteration 1F: 3 clusters Score -120842.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -121084.617188 Penalty: 3436.068848
	Iteration 2F: 3 clusters Score -121084.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -121244.164062 Penalty: 3436.068848
	Iteration 3F: 3 clusters Score -121244.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -121367.070312 Penalty: 3436.068848
	Iteration 4F: 3 clusters Score -121367.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -121472.929688 Penalty: 3436.068848
	Iteration 5Q: 3 clusters Score -121472.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -121575.273438 Penalty: 3436.068848
	Iteration 6Q: 3 clusters Score -121575.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -121663.445312 Penalty: 3436.068848
	Iteration 7Q: 3 clusters Score -121663.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -121766.062500 Penalty: 3436.068848
	Iteration 8Q: 3 clusters Score -121766.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -121827.828125 Penalty: 3436.068848
	Iteration 9Q: 3 clusters Score -121827.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -121873.585938 Penalty: 3436.068848
	Iteration 10Q: 3 clusters Score -121873.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -121905.265625 Penalty: 3436.068848
	Iteration 11Q: 3 clusters Score -121905.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -121934.250000 Penalty: 3436.068848
	Iteration 12Q: 3 clusters Score -121934.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -121949.039062 Penalty: 3436.068848
	Iteration 13Q: 3 clusters Score -121949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -121953.648438 Penalty: 3436.068848
	Iteration 14Q: 3 clusters Score -121953.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -121958.859375 Penalty: 3436.068848
	Iteration 15Q: 3 clusters Score -121958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -121960.476562 Penalty: 3436.068848
	Iteration 16Q: 3 clusters Score -121960.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -121962.343750 Penalty: 3436.068848
	Iteration 17Q: 3 clusters Score -121962.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -121963.148438 Penalty: 3436.068848
	Iteration 18Q: 3 clusters Score -121963.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -121963.625000 Penalty: 3436.068848
	Iteration 19Q: 3 clusters Score -121963.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -121963.625000 Penalty: 3436.068848
	Iteration 20F: 3 clusters Score -121963.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Entering Unmasked Estep 
Score: -2488141.000000 Penalty: 2444.321045
	Iteration 0F: 2 clusters Score -2488141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2474694.250000 Penalty: 4888.642090
	Iteration 0F: 3 clusters Score -2474694 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2479232.250000 Penalty: 4888.642090
	Iteration 1F: 3 clusters Score -2479232 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2479629.750000 Penalty: 4888.642090
	Iteration 2F: 3 clusters Score -2479630 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2480054.750000 Penalty: 4888.642090
	Iteration 3Q: 3 clusters Score -2480055 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2480578.750000 Penalty: 4888.642090
	Iteration 4Q: 3 clusters Score -2480579 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2481314.000000 Penalty: 4888.642090
	Iteration 5Q: 3 clusters Score -2481314 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2482240.500000 Penalty: 4888.642090
	Iteration 6F: 3 clusters Score -2482240 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2483106.750000 Penalty: 4888.642090
	Iteration 7F: 3 clusters Score -2483107 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2483906.500000 Penalty: 4888.642090
	Iteration 8F: 3 clusters Score -2483906 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2484597.250000 Penalty: 4888.642090
	Iteration 9F: 3 clusters Score -2484597 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2485126.000000 Penalty: 4888.642090
	Iteration 10Q: 3 clusters Score -2485126 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2485477.000000 Penalty: 4888.642090
	Iteration 11Q: 3 clusters Score -2485477 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2485724.500000 Penalty: 4888.642090
	Iteration 12Q: 3 clusters Score -2485724 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2485870.000000 Penalty: 4888.642090
	Iteration 13Q: 3 clusters Score -2485870 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2485947.250000 Penalty: 4888.642090
	Iteration 14Q: 3 clusters Score -2485947 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2486019.750000 Penalty: 4888.642090
	Iteration 15Q: 3 clusters Score -2486020 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2486072.250000 Penalty: 4888.642090
	Iteration 16Q: 3 clusters Score -2486072 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2486110.000000 Penalty: 4888.642090
	Iteration 17Q: 3 clusters Score -2486110 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2486162.750000 Penalty: 4888.642090
	Iteration 18Q: 3 clusters Score -2486163 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2486199.500000 Penalty: 4888.642090
	Iteration 19Q: 3 clusters Score -2486200 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2486245.750000 Penalty: 4888.642090
	Iteration 20F: 3 clusters Score -2486246 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2486298.750000 Penalty: 4888.642090
	Iteration 21Q: 3 clusters Score -2486299 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2486326.250000 Penalty: 4888.642090
	Iteration 22Q: 3 clusters Score -2486326 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2486358.750000 Penalty: 4888.642090
	Iteration 23Q: 3 clusters Score -2486359 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2486386.250000 Penalty: 4888.642090
	Iteration 24Q: 3 clusters Score -2486386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2486420.750000 Penalty: 4888.642090
	Iteration 25Q: 3 clusters Score -2486421 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2486448.000000 Penalty: 4888.642090
	Iteration 26Q: 3 clusters Score -2486448 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2486468.000000 Penalty: 4888.642090
	Iteration 27Q: 3 clusters Score -2486468 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2486489.000000 Penalty: 4888.642090
	Iteration 28Q: 3 clusters Score -2486489 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2486495.000000 Penalty: 4888.642090
	Iteration 29Q: 3 clusters Score -2486495 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2486510.000000 Penalty: 4888.642090
	Iteration 30Q: 3 clusters Score -2486510 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2486518.500000 Penalty: 4888.642090
	Iteration 31Q: 3 clusters Score -2486518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2486518.000000 Penalty: 4888.642090
	Iteration 32Q: 3 clusters Score -2486518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2486535.250000 Penalty: 4888.642090
	Iteration 33Q: 3 clusters Score -2486535 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2486542.750000 Penalty: 4888.642090
	Iteration 34Q: 3 clusters Score -2486543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2486545.500000 Penalty: 4888.642090
	Iteration 35Q: 3 clusters Score -2486546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2486545.750000 Penalty: 4888.642090
	Iteration 36Q: 3 clusters Score -2486546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2486544.250000 Penalty: 4888.642090
	Iteration 37Q: 3 clusters Score -2486544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2486555.750000 Penalty: 4888.642090
	Iteration 38Q: 3 clusters Score -2486556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2486557.500000 Penalty: 4888.642090
	Iteration 39Q: 3 clusters Score -2486558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2486563.250000 Penalty: 4888.642090
	Iteration 40F: 3 clusters Score -2486563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2486554.500000 Penalty: 4888.642090
	Iteration 41Q: 3 clusters Score -2486554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2486574.000000 Penalty: 4888.642090
	Iteration 42Q: 3 clusters Score -2486574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2486587.250000 Penalty: 4888.642090
	Iteration 43Q: 3 clusters Score -2486587 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2486591.500000 Penalty: 4888.642090
	Iteration 44Q: 3 clusters Score -2486592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2486592.500000 Penalty: 4888.642090
	Iteration 45Q: 3 clusters Score -2486592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2486596.250000 Penalty: 4888.642090
	Iteration 46Q: 3 clusters Score -2486596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2486599.500000 Penalty: 4888.642090
	Iteration 47Q: 3 clusters Score -2486600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2486607.750000 Penalty: 4888.642090
	Iteration 48Q: 3 clusters Score -2486608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2486606.250000 Penalty: 4888.642090
	Iteration 49Q: 3 clusters Score -2486606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2486604.750000 Penalty: 4888.642090
	Iteration 50Q: 3 clusters Score -2486605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2486610.750000 Penalty: 4888.642090
	Iteration 51Q: 3 clusters Score -2486611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2486613.750000 Penalty: 4888.642090
	Iteration 52Q: 3 clusters Score -2486614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2486617.500000 Penalty: 4888.642090
	Iteration 53Q: 3 clusters Score -2486618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2486611.500000 Penalty: 4888.642090
	Iteration 54Q: 3 clusters Score -2486612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2486612.500000 Penalty: 4888.642090
	Iteration 55Q: 3 clusters Score -2486612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2486619.500000 Penalty: 4888.642090
	Iteration 56Q: 3 clusters Score -2486620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2486619.750000 Penalty: 4888.642090
	Iteration 57Q: 3 clusters Score -2486620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2486617.750000 Penalty: 4888.642090
	Iteration 58Q: 3 clusters Score -2486618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2486622.750000 Penalty: 4888.642090
	Iteration 59Q: 3 clusters Score -2486623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2486622.750000 Penalty: 4888.642090
	Iteration 60F: 3 clusters Score -2486623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (143471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143471 members 
Entering Unmasked Estep 
Score: -18466088.000000 Penalty: 2944.724121
	Iteration 0F: 2 clusters Score -1.846609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 71571 members 
Entering Unmasked Estep 
Score: -18370862.000000 Penalty: 5889.448242
	Iteration 0F: 3 clusters Score -1.837086e+07 nChanged 68345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74067 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -18410280.000000 Penalty: 5889.448242
	Iteration 1F: 3 clusters Score -1.841028e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 67802 members 
Entering Unmasked Estep 
Score: -18411370.000000 Penalty: 5889.448242
	Iteration 2Q: 3 clusters Score -1.841137e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78140 members 
Mstep: Class 2 contains 65331 members 
Entering Unmasked Estep 
Score: -18412832.000000 Penalty: 5889.448242
	Iteration 3Q: 3 clusters Score -1.841283e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81864 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -18415010.000000 Penalty: 5889.448242
	Iteration 4Q: 3 clusters Score -1.841501e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87306 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -18418384.000000 Penalty: 5889.448242
	Iteration 5F: 3 clusters Score -1.841838e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94666 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -18423508.000000 Penalty: 5889.448242
	Iteration 6F: 3 clusters Score -1.842351e+07 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103565 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -18430486.000000 Penalty: 5889.448242
	Iteration 7F: 3 clusters Score -1.843049e+07 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113103 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -18438408.000000 Penalty: 5889.448242
	Iteration 8F: 3 clusters Score -1.843841e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121715 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -18445918.000000 Penalty: 5889.448242
	Iteration 9F: 3 clusters Score -1.844592e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128410 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -18452116.000000 Penalty: 5889.448242
	Iteration 10Q: 3 clusters Score -1.845212e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133135 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -18456636.000000 Penalty: 5889.448242
	Iteration 11Q: 3 clusters Score -1.845664e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135885 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -18459218.000000 Penalty: 5889.448242
	Iteration 12Q: 3 clusters Score -1.845922e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137503 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -18460714.000000 Penalty: 5889.448242
	Iteration 13Q: 3 clusters Score -1.846071e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138538 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -18461634.000000 Penalty: 5889.448242
	Iteration 14Q: 3 clusters Score -1.846163e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139272 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -18462254.000000 Penalty: 5889.448242
	Iteration 15Q: 3 clusters Score -1.846225e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139798 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -18462696.000000 Penalty: 5889.448242
	Iteration 16Q: 3 clusters Score -1.84627e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140181 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -18462932.000000 Penalty: 5889.448242
	Iteration 17Q: 3 clusters Score -1.846293e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140456 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -18463098.000000 Penalty: 5889.448242
	Iteration 18Q: 3 clusters Score -1.84631e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140687 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -18463262.000000 Penalty: 5889.448242
	Iteration 19Q: 3 clusters Score -1.846326e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140862 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -18463326.000000 Penalty: 5889.448242
	Iteration 20F: 3 clusters Score -1.846333e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141012 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -18463396.000000 Penalty: 5889.448242
	Iteration 21Q: 3 clusters Score -1.84634e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141140 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -18463486.000000 Penalty: 5889.448242
	Iteration 22Q: 3 clusters Score -1.846349e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141235 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -18463524.000000 Penalty: 5889.448242
	Iteration 23Q: 3 clusters Score -1.846352e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141320 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -18463574.000000 Penalty: 5889.448242
	Iteration 24Q: 3 clusters Score -1.846357e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141383 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -18463604.000000 Penalty: 5889.448242
	Iteration 25Q: 3 clusters Score -1.84636e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141454 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -18463652.000000 Penalty: 5889.448242
	Iteration 26Q: 3 clusters Score -1.846365e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141505 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -18463694.000000 Penalty: 5889.448242
	Iteration 27Q: 3 clusters Score -1.846369e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141566 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -18463726.000000 Penalty: 5889.448242
	Iteration 28Q: 3 clusters Score -1.846373e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141607 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -18463722.000000 Penalty: 5889.448242
	Iteration 29Q: 3 clusters Score -1.846372e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141653 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -18463722.000000 Penalty: 5889.448242
	Iteration 30Q: 3 clusters Score -1.846372e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141685 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -18463750.000000 Penalty: 5889.448242
	Iteration 31Q: 3 clusters Score -1.846375e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141719 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -18463760.000000 Penalty: 5889.448242
	Iteration 32Q: 3 clusters Score -1.846376e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141746 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -18463772.000000 Penalty: 5889.448242
	Iteration 33Q: 3 clusters Score -1.846377e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141767 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -18463790.000000 Penalty: 5889.448242
	Iteration 34Q: 3 clusters Score -1.846379e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141789 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -18463794.000000 Penalty: 5889.448242
	Iteration 35Q: 3 clusters Score -1.846379e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141808 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -18463796.000000 Penalty: 5889.448242
	Iteration 36Q: 3 clusters Score -1.84638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141823 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -18463798.000000 Penalty: 5889.448242
	Iteration 37Q: 3 clusters Score -1.84638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141836 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -18463816.000000 Penalty: 5889.448242
	Iteration 38Q: 3 clusters Score -1.846382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141843 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -18463814.000000 Penalty: 5889.448242
	Iteration 39Q: 3 clusters Score -1.846381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141849 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -18463814.000000 Penalty: 5889.448242
	Iteration 40F: 3 clusters Score -1.846381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141852 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -18463810.000000 Penalty: 5889.448242
	Iteration 41Q: 3 clusters Score -1.846381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141853 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -18463820.000000 Penalty: 5889.448242
	Iteration 42Q: 3 clusters Score -1.846382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141855 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -18463828.000000 Penalty: 5889.448242
	Iteration 43Q: 3 clusters Score -1.846383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141859 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -18463824.000000 Penalty: 5889.448242
	Iteration 44Q: 3 clusters Score -1.846382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141866 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -18463836.000000 Penalty: 5889.448242
	Iteration 45Q: 3 clusters Score -1.846384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141868 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -18463844.000000 Penalty: 5889.448242
	Iteration 46Q: 3 clusters Score -1.846384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141870 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -18463846.000000 Penalty: 5889.448242
	Iteration 47Q: 3 clusters Score -1.846385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141872 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -18463840.000000 Penalty: 5889.448242
	Iteration 48Q: 3 clusters Score -1.846384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141872 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -18463834.000000 Penalty: 5889.448242
	Iteration 49Q: 3 clusters Score -1.846383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141872 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -18463834.000000 Penalty: 5889.448242
	Iteration 50F: 3 clusters Score -1.846383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Entering Unmasked Estep 
Score: -2941645.750000 Penalty: 2503.020752
	Iteration 0F: 2 clusters Score -2941646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2924834.250000 Penalty: 5006.041504
	Iteration 0F: 3 clusters Score -2924834 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2930890.500000 Penalty: 5006.041504
	Iteration 1F: 3 clusters Score -2930890 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2931473.250000 Penalty: 5006.041504
	Iteration 2F: 3 clusters Score -2931473 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2932016.750000 Penalty: 5006.041504
	Iteration 3F: 3 clusters Score -2932017 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2932541.250000 Penalty: 5006.041504
	Iteration 4Q: 3 clusters Score -2932541 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2932997.750000 Penalty: 5006.041504
	Iteration 5Q: 3 clusters Score -2932998 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2933452.500000 Penalty: 5006.041504
	Iteration 6Q: 3 clusters Score -2933452 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2933921.500000 Penalty: 5006.041504
	Iteration 7Q: 3 clusters Score -2933922 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2934433.250000 Penalty: 5006.041504
	Iteration 8Q: 3 clusters Score -2934433 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2934917.500000 Penalty: 5006.041504
	Iteration 9Q: 3 clusters Score -2934918 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2935386.500000 Penalty: 5006.041504
	Iteration 10Q: 3 clusters Score -2935386 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2935830.500000 Penalty: 5006.041504
	Iteration 11Q: 3 clusters Score -2935830 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2936242.750000 Penalty: 5006.041504
	Iteration 12Q: 3 clusters Score -2936243 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2936598.500000 Penalty: 5006.041504
	Iteration 13Q: 3 clusters Score -2936598 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2936881.500000 Penalty: 5006.041504
	Iteration 14Q: 3 clusters Score -2936882 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2937136.000000 Penalty: 5006.041504
	Iteration 15Q: 3 clusters Score -2937136 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2937357.500000 Penalty: 5006.041504
	Iteration 16Q: 3 clusters Score -2937358 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2937555.500000 Penalty: 5006.041504
	Iteration 17Q: 3 clusters Score -2937556 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2937784.500000 Penalty: 5006.041504
	Iteration 18Q: 3 clusters Score -2937784 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2938059.750000 Penalty: 5006.041504
	Iteration 19Q: 3 clusters Score -2938060 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2938409.000000 Penalty: 5006.041504
	Iteration 20F: 3 clusters Score -2938409 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2938749.250000 Penalty: 5006.041504
	Iteration 21Q: 3 clusters Score -2938749 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2939077.000000 Penalty: 5006.041504
	Iteration 22Q: 3 clusters Score -2939077 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2939396.000000 Penalty: 5006.041504
	Iteration 23Q: 3 clusters Score -2939396 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2939647.500000 Penalty: 5006.041504
	Iteration 24Q: 3 clusters Score -2939648 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2939849.750000 Penalty: 5006.041504
	Iteration 25Q: 3 clusters Score -2939850 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2939966.250000 Penalty: 5006.041504
	Iteration 26Q: 3 clusters Score -2939966 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2940010.750000 Penalty: 5006.041504
	Iteration 27Q: 3 clusters Score -2940011 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2940027.250000 Penalty: 5006.041504
	Iteration 28Q: 3 clusters Score -2940027 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2940042.750000 Penalty: 5006.041504
	Iteration 29Q: 3 clusters Score -2940043 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2940065.000000 Penalty: 5006.041504
	Iteration 30Q: 3 clusters Score -2940065 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2940065.000000 Penalty: 5006.041504
	Iteration 31Q: 3 clusters Score -2940065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2940063.500000 Penalty: 5006.041504
	Iteration 32Q: 3 clusters Score -2940064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2940063.250000 Penalty: 5006.041504
	Iteration 33Q: 3 clusters Score -2940063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2940064.250000 Penalty: 5006.041504
	Iteration 34Q: 3 clusters Score -2940064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2940053.250000 Penalty: 5006.041504
	Iteration 35Q: 3 clusters Score -2940053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2940058.000000 Penalty: 5006.041504
	Iteration 36Q: 3 clusters Score -2940058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2940053.750000 Penalty: 5006.041504
	Iteration 37Q: 3 clusters Score -2940054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2940061.250000 Penalty: 5006.041504
	Iteration 38Q: 3 clusters Score -2940061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2940057.500000 Penalty: 5006.041504
	Iteration 39Q: 3 clusters Score -2940058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2940063.000000 Penalty: 5006.041504
	Iteration 40F: 3 clusters Score -2940063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2940067.500000 Penalty: 5006.041504
	Iteration 41Q: 3 clusters Score -2940068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2940065.000000 Penalty: 5006.041504
	Iteration 42Q: 3 clusters Score -2940065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2940061.750000 Penalty: 5006.041504
	Iteration 43Q: 3 clusters Score -2940062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2940068.000000 Penalty: 5006.041504
	Iteration 44Q: 3 clusters Score -2940068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2940067.750000 Penalty: 5006.041504
	Iteration 45Q: 3 clusters Score -2940068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2940072.250000 Penalty: 5006.041504
	Iteration 46Q: 3 clusters Score -2940072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2940066.750000 Penalty: 5006.041504
	Iteration 47Q: 3 clusters Score -2940067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2940066.750000 Penalty: 5006.041504
	Iteration 48Q: 3 clusters Score -2940067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2940069.250000 Penalty: 5006.041504
	Iteration 49Q: 3 clusters Score -2940069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2940068.500000 Penalty: 5006.041504
	Iteration 50Q: 3 clusters Score -2940068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2940077.000000 Penalty: 5006.041504
	Iteration 51Q: 3 clusters Score -2940077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2940071.500000 Penalty: 5006.041504
	Iteration 52Q: 3 clusters Score -2940072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2940071.000000 Penalty: 5006.041504
	Iteration 53Q: 3 clusters Score -2940071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2940070.000000 Penalty: 5006.041504
	Iteration 54Q: 3 clusters Score -2940070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2940068.750000 Penalty: 5006.041504
	Iteration 55Q: 3 clusters Score -2940069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2940068.750000 Penalty: 5006.041504
	Iteration 56F: 3 clusters Score -2940069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Entering Unmasked Estep 
Score: -483287.656250 Penalty: 2052.609131
	Iteration 0F: 2 clusters Score -483287.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -479477.500000 Penalty: 4105.218262
	Iteration 0F: 3 clusters Score -479477.5 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -480363.843750 Penalty: 4105.218262
	Iteration 1F: 3 clusters Score -480363.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -480554.031250 Penalty: 4105.218262
	Iteration 2F: 3 clusters Score -480554 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -480664.250000 Penalty: 4105.218262
	Iteration 3F: 3 clusters Score -480664.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -480748.312500 Penalty: 4105.218262
	Iteration 4Q: 3 clusters Score -480748.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -480859.593750 Penalty: 4105.218262
	Iteration 5Q: 3 clusters Score -480859.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -480970.656250 Penalty: 4105.218262
	Iteration 6Q: 3 clusters Score -480970.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -481085.656250 Penalty: 4105.218262
	Iteration 7Q: 3 clusters Score -481085.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -481211.125000 Penalty: 4105.218262
	Iteration 8Q: 3 clusters Score -481211.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -481354.000000 Penalty: 4105.218262
	Iteration 9Q: 3 clusters Score -481354 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -481493.937500 Penalty: 4105.218262
	Iteration 10Q: 3 clusters Score -481493.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -481629.312500 Penalty: 4105.218262
	Iteration 11Q: 3 clusters Score -481629.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -481747.500000 Penalty: 4105.218262
	Iteration 12Q: 3 clusters Score -481747.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -481826.656250 Penalty: 4105.218262
	Iteration 13Q: 3 clusters Score -481826.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -481894.843750 Penalty: 4105.218262
	Iteration 14Q: 3 clusters Score -481894.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -481961.968750 Penalty: 4105.218262
	Iteration 15Q: 3 clusters Score -481962 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -482045.437500 Penalty: 4105.218262
	Iteration 16Q: 3 clusters Score -482045.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -482106.593750 Penalty: 4105.218262
	Iteration 17Q: 3 clusters Score -482106.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -482158.781250 Penalty: 4105.218262
	Iteration 18Q: 3 clusters Score -482158.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -482214.750000 Penalty: 4105.218262
	Iteration 19Q: 3 clusters Score -482214.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -482268.531250 Penalty: 4105.218262
	Iteration 20F: 3 clusters Score -482268.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -482327.843750 Penalty: 4105.218262
	Iteration 21Q: 3 clusters Score -482327.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -482396.968750 Penalty: 4105.218262
	Iteration 22Q: 3 clusters Score -482397 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -482456.218750 Penalty: 4105.218262
	Iteration 23Q: 3 clusters Score -482456.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -482503.281250 Penalty: 4105.218262
	Iteration 24Q: 3 clusters Score -482503.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -482538.406250 Penalty: 4105.218262
	Iteration 25Q: 3 clusters Score -482538.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -482563.281250 Penalty: 4105.218262
	Iteration 26Q: 3 clusters Score -482563.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -482583.218750 Penalty: 4105.218262
	Iteration 27Q: 3 clusters Score -482583.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -482595.718750 Penalty: 4105.218262
	Iteration 28Q: 3 clusters Score -482595.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -482601.656250 Penalty: 4105.218262
	Iteration 29Q: 3 clusters Score -482601.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -482607.562500 Penalty: 4105.218262
	Iteration 30Q: 3 clusters Score -482607.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -482611.625000 Penalty: 4105.218262
	Iteration 31Q: 3 clusters Score -482611.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -482613.906250 Penalty: 4105.218262
	Iteration 32Q: 3 clusters Score -482613.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -482616.875000 Penalty: 4105.218262
	Iteration 33Q: 3 clusters Score -482616.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -482618.718750 Penalty: 4105.218262
	Iteration 34Q: 3 clusters Score -482618.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -482621.531250 Penalty: 4105.218262
	Iteration 35Q: 3 clusters Score -482621.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -482624.812500 Penalty: 4105.218262
	Iteration 36Q: 3 clusters Score -482624.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -482627.687500 Penalty: 4105.218262
	Iteration 37Q: 3 clusters Score -482627.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -482630.406250 Penalty: 4105.218262
	Iteration 38Q: 3 clusters Score -482630.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -482631.031250 Penalty: 4105.218262
	Iteration 39Q: 3 clusters Score -482631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -482629.843750 Penalty: 4105.218262
	Iteration 40F: 3 clusters Score -482629.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -482630.656250 Penalty: 4105.218262
	Iteration 41Q: 3 clusters Score -482630.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -482631.312500 Penalty: 4105.218262
	Iteration 42Q: 3 clusters Score -482631.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -482632.406250 Penalty: 4105.218262
	Iteration 43Q: 3 clusters Score -482632.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -482632.406250 Penalty: 4105.218262
	Iteration 44F: 3 clusters Score -482632.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (179193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179193 members 
Entering Unmasked Estep 
Score: -22983404.000000 Penalty: 2999.862305
	Iteration 0F: 2 clusters Score -2.29834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90012 members 
Mstep: Class 2 contains 89181 members 
Entering Unmasked Estep 
Score: -22863342.000000 Penalty: 5999.724609
	Iteration 0F: 3 clusters Score -2.286334e+07 nChanged 86517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96453 members 
Mstep: Class 2 contains 82740 members 
Entering Unmasked Estep 
Score: -22914298.000000 Penalty: 5999.724609
	Iteration 1F: 3 clusters Score -2.29143e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100593 members 
Mstep: Class 2 contains 78600 members 
Entering Unmasked Estep 
Score: -22916008.000000 Penalty: 5999.724609
	Iteration 2Q: 3 clusters Score -2.291601e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107122 members 
Mstep: Class 2 contains 72071 members 
Entering Unmasked Estep 
Score: -22918870.000000 Penalty: 5999.724609
	Iteration 3Q: 3 clusters Score -2.291887e+07 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116740 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -22924290.000000 Penalty: 5999.724609
	Iteration 4F: 3 clusters Score -2.292429e+07 nChanged 13711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130273 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -22933942.000000 Penalty: 5999.724609
	Iteration 5F: 3 clusters Score -2.293394e+07 nChanged 16825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147044 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -22949176.000000 Penalty: 5999.724609
	Iteration 6F: 3 clusters Score -2.294918e+07 nChanged 15872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162906 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -22965298.000000 Penalty: 5999.724609
	Iteration 7F: 3 clusters Score -2.29653e+07 nChanged 10094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172994 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -22975326.000000 Penalty: 5999.724609
	Iteration 8F: 3 clusters Score -2.297533e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177240 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -22979144.000000 Penalty: 5999.724609
	Iteration 9Q: 3 clusters Score -2.297914e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178448 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -22980306.000000 Penalty: 5999.724609
	Iteration 10Q: 3 clusters Score -2.298031e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178764 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -22980610.000000 Penalty: 5999.724609
	Iteration 11Q: 3 clusters Score -2.298061e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178847 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -22980750.000000 Penalty: 5999.724609
	Iteration 12Q: 3 clusters Score -2.298075e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178884 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -22980782.000000 Penalty: 5999.724609
	Iteration 13Q: 3 clusters Score -2.298078e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178886 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -22980848.000000 Penalty: 5999.724609
	Iteration 14Q: 3 clusters Score -2.298085e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178895 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -22980892.000000 Penalty: 5999.724609
	Iteration 15Q: 3 clusters Score -2.298089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178899 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -22980888.000000 Penalty: 5999.724609
	Iteration 16Q: 3 clusters Score -2.298089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178901 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -22980888.000000 Penalty: 5999.724609
	Iteration 17Q: 3 clusters Score -2.298089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178901 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -22980912.000000 Penalty: 5999.724609
	Iteration 18Q: 3 clusters Score -2.298091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178903 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22980912.000000 Penalty: 5999.724609
	Iteration 19Q: 3 clusters Score -2.298091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178902 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -22980908.000000 Penalty: 5999.724609
	Iteration 20F: 3 clusters Score -2.298091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178902 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -22980914.000000 Penalty: 5999.724609
	Iteration 21Q: 3 clusters Score -2.298091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178902 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -22980920.000000 Penalty: 5999.724609
	Iteration 22Q: 3 clusters Score -2.298092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178903 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22980928.000000 Penalty: 5999.724609
	Iteration 23Q: 3 clusters Score -2.298093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178904 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22980922.000000 Penalty: 5999.724609
	Iteration 24Q: 3 clusters Score -2.298092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178906 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22980936.000000 Penalty: 5999.724609
	Iteration 25Q: 3 clusters Score -2.298094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178907 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22980936.000000 Penalty: 5999.724609
	Iteration 26Q: 3 clusters Score -2.298094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178906 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22980944.000000 Penalty: 5999.724609
	Iteration 27Q: 3 clusters Score -2.298094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178905 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -22980932.000000 Penalty: 5999.724609
	Iteration 28Q: 3 clusters Score -2.298093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178905 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -22980932.000000 Penalty: 5999.724609
	Iteration 29F: 3 clusters Score -2.298093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (51925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Entering Unmasked Estep 
Score: -6684262.500000 Penalty: 2692.673828
	Iteration 0F: 2 clusters Score -6684262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -6649454.000000 Penalty: 5385.347656
	Iteration 0F: 3 clusters Score -6649454 nChanged 23996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -6663348.500000 Penalty: 5385.347656
	Iteration 1F: 3 clusters Score -6663348 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -6664238.500000 Penalty: 5385.347656
	Iteration 2Q: 3 clusters Score -6664238 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -6665406.000000 Penalty: 5385.347656
	Iteration 3Q: 3 clusters Score -6665406 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -6666860.500000 Penalty: 5385.347656
	Iteration 4F: 3 clusters Score -6666860 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -6668882.000000 Penalty: 5385.347656
	Iteration 5F: 3 clusters Score -6668882 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -6671581.500000 Penalty: 5385.347656
	Iteration 6F: 3 clusters Score -6671582 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -6674633.500000 Penalty: 5385.347656
	Iteration 7F: 3 clusters Score -6674634 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -6677414.500000 Penalty: 5385.347656
	Iteration 8F: 3 clusters Score -6677414 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -6679487.000000 Penalty: 5385.347656
	Iteration 9Q: 3 clusters Score -6679487 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -6680748.500000 Penalty: 5385.347656
	Iteration 10Q: 3 clusters Score -6680748 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6681440.000000 Penalty: 5385.347656
	Iteration 11Q: 3 clusters Score -6681440 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6681796.000000 Penalty: 5385.347656
	Iteration 12Q: 3 clusters Score -6681796 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6681983.500000 Penalty: 5385.347656
	Iteration 13Q: 3 clusters Score -6681984 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6682091.500000 Penalty: 5385.347656
	Iteration 14Q: 3 clusters Score -6682092 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6682163.000000 Penalty: 5385.347656
	Iteration 15Q: 3 clusters Score -6682163 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -6682220.000000 Penalty: 5385.347656
	Iteration 16Q: 3 clusters Score -6682220 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6682257.500000 Penalty: 5385.347656
	Iteration 17Q: 3 clusters Score -6682258 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6682292.500000 Penalty: 5385.347656
	Iteration 18Q: 3 clusters Score -6682292 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6682327.500000 Penalty: 5385.347656
	Iteration 19Q: 3 clusters Score -6682328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6682333.500000 Penalty: 5385.347656
	Iteration 20F: 3 clusters Score -6682334 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6682352.500000 Penalty: 5385.347656
	Iteration 21Q: 3 clusters Score -6682352 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6682374.500000 Penalty: 5385.347656
	Iteration 22Q: 3 clusters Score -6682374 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6682418.000000 Penalty: 5385.347656
	Iteration 23Q: 3 clusters Score -6682418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6682465.500000 Penalty: 5385.347656
	Iteration 24Q: 3 clusters Score -6682466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6682514.500000 Penalty: 5385.347656
	Iteration 25Q: 3 clusters Score -6682514 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -6682568.000000 Penalty: 5385.347656
	Iteration 26Q: 3 clusters Score -6682568 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6682654.500000 Penalty: 5385.347656
	Iteration 27Q: 3 clusters Score -6682654 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6682712.500000 Penalty: 5385.347656
	Iteration 28Q: 3 clusters Score -6682712 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6682794.000000 Penalty: 5385.347656
	Iteration 29Q: 3 clusters Score -6682794 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6682857.500000 Penalty: 5385.347656
	Iteration 30Q: 3 clusters Score -6682858 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6682906.000000 Penalty: 5385.347656
	Iteration 31Q: 3 clusters Score -6682906 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6682949.500000 Penalty: 5385.347656
	Iteration 32Q: 3 clusters Score -6682950 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6682968.500000 Penalty: 5385.347656
	Iteration 33Q: 3 clusters Score -6682968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6682985.500000 Penalty: 5385.347656
	Iteration 34Q: 3 clusters Score -6682986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6682990.000000 Penalty: 5385.347656
	Iteration 35Q: 3 clusters Score -6682990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6683007.500000 Penalty: 5385.347656
	Iteration 36Q: 3 clusters Score -6683008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6683015.500000 Penalty: 5385.347656
	Iteration 37Q: 3 clusters Score -6683016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6683032.500000 Penalty: 5385.347656
	Iteration 38Q: 3 clusters Score -6683032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6683052.000000 Penalty: 5385.347656
	Iteration 39Q: 3 clusters Score -6683052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6683062.500000 Penalty: 5385.347656
	Iteration 40F: 3 clusters Score -6683062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6683077.500000 Penalty: 5385.347656
	Iteration 41Q: 3 clusters Score -6683078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6683073.000000 Penalty: 5385.347656
	Iteration 42Q: 3 clusters Score -6683073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6683078.500000 Penalty: 5385.347656
	Iteration 43Q: 3 clusters Score -6683078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6683079.000000 Penalty: 5385.347656
	Iteration 44Q: 3 clusters Score -6683079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6683089.500000 Penalty: 5385.347656
	Iteration 45Q: 3 clusters Score -6683090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6683093.500000 Penalty: 5385.347656
	Iteration 46Q: 3 clusters Score -6683094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6683096.000000 Penalty: 5385.347656
	Iteration 47Q: 3 clusters Score -6683096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6683097.500000 Penalty: 5385.347656
	Iteration 48Q: 3 clusters Score -6683098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6683106.000000 Penalty: 5385.347656
	Iteration 49Q: 3 clusters Score -6683106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -6683112.000000 Penalty: 5385.347656
	Iteration 50Q: 3 clusters Score -6683112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6683121.000000 Penalty: 5385.347656
	Iteration 51Q: 3 clusters Score -6683121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6683124.500000 Penalty: 5385.347656
	Iteration 52Q: 3 clusters Score -6683124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6683130.000000 Penalty: 5385.347656
	Iteration 53Q: 3 clusters Score -6683130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6683131.000000 Penalty: 5385.347656
	Iteration 54Q: 3 clusters Score -6683131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6683138.500000 Penalty: 5385.347656
	Iteration 55Q: 3 clusters Score -6683138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -6683159.500000 Penalty: 5385.347656
	Iteration 56Q: 3 clusters Score -6683160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6683155.500000 Penalty: 5385.347656
	Iteration 57Q: 3 clusters Score -6683156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6683161.000000 Penalty: 5385.347656
	Iteration 58Q: 3 clusters Score -6683161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6683167.500000 Penalty: 5385.347656
	Iteration 59Q: 3 clusters Score -6683168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6683172.500000 Penalty: 5385.347656
	Iteration 60F: 3 clusters Score -6683172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6683181.500000 Penalty: 5385.347656
	Iteration 61Q: 3 clusters Score -6683182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6683185.500000 Penalty: 5385.347656
	Iteration 62Q: 3 clusters Score -6683186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6683196.000000 Penalty: 5385.347656
	Iteration 63Q: 3 clusters Score -6683196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -6683202.500000 Penalty: 5385.347656
	Iteration 64Q: 3 clusters Score -6683202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -6683206.000000 Penalty: 5385.347656
	Iteration 65Q: 3 clusters Score -6683206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6683203.500000 Penalty: 5385.347656
	Iteration 66Q: 3 clusters Score -6683204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6683207.000000 Penalty: 5385.347656
	Iteration 67Q: 3 clusters Score -6683207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6683207.000000 Penalty: 5385.347656
	Iteration 68Q: 3 clusters Score -6683207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6683201.500000 Penalty: 5385.347656
	Iteration 69Q: 3 clusters Score -6683202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6683206.000000 Penalty: 5385.347656
	Iteration 70Q: 3 clusters Score -6683206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6683212.000000 Penalty: 5385.347656
	Iteration 71Q: 3 clusters Score -6683212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -6683211.000000 Penalty: 5385.347656
	Iteration 72Q: 3 clusters Score -6683211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -6683212.500000 Penalty: 5385.347656
	Iteration 73Q: 3 clusters Score -6683212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6683217.000000 Penalty: 5385.347656
	Iteration 74Q: 3 clusters Score -6683217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6683216.000000 Penalty: 5385.347656
	Iteration 75Q: 3 clusters Score -6683216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6683227.000000 Penalty: 5385.347656
	Iteration 76Q: 3 clusters Score -6683227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -6683227.000000 Penalty: 5385.347656
	Iteration 77Q: 3 clusters Score -6683227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -6683228.000000 Penalty: 5385.347656
	Iteration 78Q: 3 clusters Score -6683228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6683220.000000 Penalty: 5385.347656
	Iteration 79Q: 3 clusters Score -6683220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6683224.500000 Penalty: 5385.347656
	Iteration 80F: 3 clusters Score -6683224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -12027.214844 Penalty: 1267.772949
	Iteration 0F: 2 clusters Score -12027.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11114.268555 Penalty: 2535.545898
	Iteration 0F: 3 clusters Score -11114.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11220.656250 Penalty: 2535.545898
	Iteration 1F: 3 clusters Score -11220.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11239.497070 Penalty: 2535.545898
	Iteration 2Q: 3 clusters Score -11239.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11259.158203 Penalty: 2535.545898
	Iteration 3Q: 3 clusters Score -11259.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11277.650391 Penalty: 2535.545898
	Iteration 4Q: 3 clusters Score -11277.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11284.098633 Penalty: 2535.545898
	Iteration 5Q: 3 clusters Score -11284.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11284.098633 Penalty: 2535.545898
	Iteration 6F: 3 clusters Score -11284.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -79273.140625 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -79273.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77577.125000 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -77577.12 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -77783.296875 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -77783.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77865.593750 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -77865.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77901.007812 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -77901.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -77927.710938 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -77927.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77935.914062 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -77935.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77947.945312 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -77947.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -77958.687500 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -77958.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -77963.734375 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -77963.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -77969.890625 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -77969.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -77974.312500 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -77974.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77976.984375 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -77976.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -77977.671875 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -77977.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -77982.476562 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -77982.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -77983.015625 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -77983.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -77983.015625 Penalty: 3215.621338
	Iteration 15F: 3 clusters Score -77983.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -61317.324219 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -61317.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59741.765625 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -59741.77 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59982.121094 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -59982.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60075.003906 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -60075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60175.082031 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -60175.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60271.890625 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -60271.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60315.359375 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -60315.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -60383.085938 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -60383.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60437.468750 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -60437.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60522.835938 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -60522.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -60648.484375 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -60648.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60778.871094 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -60778.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -60830.488281 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -60830.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -60885.121094 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -60885.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -60954.125000 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -60954.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60986.816406 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -60986.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -60997.332031 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -60997.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61007.992188 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -61007.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61010.347656 Penalty: 3143.942627
	Iteration 17Q: 3 clusters Score -61010.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61022.191406 Penalty: 3143.942627
	Iteration 18Q: 3 clusters Score -61022.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -61029.539062 Penalty: 3143.942627
	Iteration 19Q: 3 clusters Score -61029.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -61043.242188 Penalty: 3143.942627
	Iteration 20F: 3 clusters Score -61043.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -61062.972656 Penalty: 3143.942627
	Iteration 21Q: 3 clusters Score -61062.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61071.875000 Penalty: 3143.942627
	Iteration 22Q: 3 clusters Score -61071.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -61082.738281 Penalty: 3143.942627
	Iteration 23Q: 3 clusters Score -61082.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61085.867188 Penalty: 3143.942627
	Iteration 24Q: 3 clusters Score -61085.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -61091.910156 Penalty: 3143.942627
	Iteration 25Q: 3 clusters Score -61091.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61116.382812 Penalty: 3143.942627
	Iteration 26Q: 3 clusters Score -61116.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61156.164062 Penalty: 3143.942627
	Iteration 27Q: 3 clusters Score -61156.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61167.347656 Penalty: 3143.942627
	Iteration 28Q: 3 clusters Score -61167.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61170.199219 Penalty: 3143.942627
	Iteration 29Q: 3 clusters Score -61170.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -61179.199219 Penalty: 3143.942627
	Iteration 30Q: 3 clusters Score -61179.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61183.816406 Penalty: 3143.942627
	Iteration 31Q: 3 clusters Score -61183.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61183.816406 Penalty: 3143.942627
	Iteration 32F: 3 clusters Score -61183.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Entering Unmasked Estep 
Score: -999327.312500 Penalty: 2229.165527
	Iteration 0F: 2 clusters Score -999327.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -992900.562500 Penalty: 4458.331055
	Iteration 0F: 3 clusters Score -992900.6 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -994544.062500 Penalty: 4458.331055
	Iteration 1F: 3 clusters Score -994544.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -994837.750000 Penalty: 4458.331055
	Iteration 2F: 3 clusters Score -994837.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -995041.812500 Penalty: 4458.331055
	Iteration 3F: 3 clusters Score -995041.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -995190.437500 Penalty: 4458.331055
	Iteration 4Q: 3 clusters Score -995190.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -995289.000000 Penalty: 4458.331055
	Iteration 5Q: 3 clusters Score -995289 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -995367.562500 Penalty: 4458.331055
	Iteration 6Q: 3 clusters Score -995367.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -995438.250000 Penalty: 4458.331055
	Iteration 7Q: 3 clusters Score -995438.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -995508.812500 Penalty: 4458.331055
	Iteration 8Q: 3 clusters Score -995508.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -995567.687500 Penalty: 4458.331055
	Iteration 9Q: 3 clusters Score -995567.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -995626.250000 Penalty: 4458.331055
	Iteration 10Q: 3 clusters Score -995626.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -995682.437500 Penalty: 4458.331055
	Iteration 11Q: 3 clusters Score -995682.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -995752.187500 Penalty: 4458.331055
	Iteration 12Q: 3 clusters Score -995752.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -995818.125000 Penalty: 4458.331055
	Iteration 13Q: 3 clusters Score -995818.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -995888.937500 Penalty: 4458.331055
	Iteration 14Q: 3 clusters Score -995888.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -995967.625000 Penalty: 4458.331055
	Iteration 15Q: 3 clusters Score -995967.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -996060.750000 Penalty: 4458.331055
	Iteration 16Q: 3 clusters Score -996060.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -996170.750000 Penalty: 4458.331055
	Iteration 17Q: 3 clusters Score -996170.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -996330.625000 Penalty: 4458.331055
	Iteration 18Q: 3 clusters Score -996330.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -996534.750000 Penalty: 4458.331055
	Iteration 19Q: 3 clusters Score -996534.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -996724.625000 Penalty: 4458.331055
	Iteration 20F: 3 clusters Score -996724.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -996868.062500 Penalty: 4458.331055
	Iteration 21Q: 3 clusters Score -996868.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -996980.625000 Penalty: 4458.331055
	Iteration 22Q: 3 clusters Score -996980.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -997065.312500 Penalty: 4458.331055
	Iteration 23Q: 3 clusters Score -997065.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -997130.312500 Penalty: 4458.331055
	Iteration 24Q: 3 clusters Score -997130.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -997178.062500 Penalty: 4458.331055
	Iteration 25Q: 3 clusters Score -997178.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -997229.250000 Penalty: 4458.331055
	Iteration 26Q: 3 clusters Score -997229.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -997268.250000 Penalty: 4458.331055
	Iteration 27Q: 3 clusters Score -997268.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -997289.375000 Penalty: 4458.331055
	Iteration 28Q: 3 clusters Score -997289.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -997301.562500 Penalty: 4458.331055
	Iteration 29Q: 3 clusters Score -997301.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -997318.750000 Penalty: 4458.331055
	Iteration 30Q: 3 clusters Score -997318.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -997330.000000 Penalty: 4458.331055
	Iteration 31Q: 3 clusters Score -997330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -997335.625000 Penalty: 4458.331055
	Iteration 32Q: 3 clusters Score -997335.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -997341.500000 Penalty: 4458.331055
	Iteration 33Q: 3 clusters Score -997341.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -997345.500000 Penalty: 4458.331055
	Iteration 34Q: 3 clusters Score -997345.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -997350.750000 Penalty: 4458.331055
	Iteration 35Q: 3 clusters Score -997350.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -997356.250000 Penalty: 4458.331055
	Iteration 36Q: 3 clusters Score -997356.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -997361.187500 Penalty: 4458.331055
	Iteration 37Q: 3 clusters Score -997361.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -997362.875000 Penalty: 4458.331055
	Iteration 38Q: 3 clusters Score -997362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -997365.375000 Penalty: 4458.331055
	Iteration 39Q: 3 clusters Score -997365.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -997366.000000 Penalty: 4458.331055
	Iteration 40F: 3 clusters Score -997366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -997367.312500 Penalty: 4458.331055
	Iteration 41Q: 3 clusters Score -997367.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -997371.000000 Penalty: 4458.331055
	Iteration 42Q: 3 clusters Score -997371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -997372.125000 Penalty: 4458.331055
	Iteration 43Q: 3 clusters Score -997372.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -997372.125000 Penalty: 4458.331055
	Iteration 44F: 3 clusters Score -997372.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Entering Unmasked Estep 
Score: -2319380.250000 Penalty: 2429.231934
	Iteration 0F: 2 clusters Score -2319380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2306645.250000 Penalty: 4858.463867
	Iteration 0F: 3 clusters Score -2306645 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2311126.500000 Penalty: 4858.463867
	Iteration 1F: 3 clusters Score -2311126 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2311737.750000 Penalty: 4858.463867
	Iteration 2F: 3 clusters Score -2311738 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2312286.500000 Penalty: 4858.463867
	Iteration 3F: 3 clusters Score -2312286 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2312786.500000 Penalty: 4858.463867
	Iteration 4F: 3 clusters Score -2312786 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2313263.750000 Penalty: 4858.463867
	Iteration 5F: 3 clusters Score -2313264 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2313753.500000 Penalty: 4858.463867
	Iteration 6F: 3 clusters Score -2313754 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2314347.000000 Penalty: 4858.463867
	Iteration 7F: 3 clusters Score -2314347 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2315074.500000 Penalty: 4858.463867
	Iteration 8F: 3 clusters Score -2315074 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2315839.250000 Penalty: 4858.463867
	Iteration 9F: 3 clusters Score -2315839 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2316509.000000 Penalty: 4858.463867
	Iteration 10F: 3 clusters Score -2316509 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2317000.500000 Penalty: 4858.463867
	Iteration 11Q: 3 clusters Score -2317000 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2317338.250000 Penalty: 4858.463867
	Iteration 12Q: 3 clusters Score -2317338 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2317646.500000 Penalty: 4858.463867
	Iteration 13Q: 3 clusters Score -2317646 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2317852.500000 Penalty: 4858.463867
	Iteration 14Q: 3 clusters Score -2317852 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2318027.750000 Penalty: 4858.463867
	Iteration 15Q: 3 clusters Score -2318028 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2318163.750000 Penalty: 4858.463867
	Iteration 16Q: 3 clusters Score -2318164 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2318276.500000 Penalty: 4858.463867
	Iteration 17Q: 3 clusters Score -2318276 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2318368.250000 Penalty: 4858.463867
	Iteration 18Q: 3 clusters Score -2318368 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2318441.250000 Penalty: 4858.463867
	Iteration 19Q: 3 clusters Score -2318441 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2318508.250000 Penalty: 4858.463867
	Iteration 20F: 3 clusters Score -2318508 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2318548.750000 Penalty: 4858.463867
	Iteration 21Q: 3 clusters Score -2318549 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2318568.750000 Penalty: 4858.463867
	Iteration 22Q: 3 clusters Score -2318569 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2318587.250000 Penalty: 4858.463867
	Iteration 23Q: 3 clusters Score -2318587 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2318619.250000 Penalty: 4858.463867
	Iteration 24Q: 3 clusters Score -2318619 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2318637.750000 Penalty: 4858.463867
	Iteration 25Q: 3 clusters Score -2318638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2318662.000000 Penalty: 4858.463867
	Iteration 26Q: 3 clusters Score -2318662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2318680.250000 Penalty: 4858.463867
	Iteration 27Q: 3 clusters Score -2318680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2318692.250000 Penalty: 4858.463867
	Iteration 28Q: 3 clusters Score -2318692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2318704.000000 Penalty: 4858.463867
	Iteration 29Q: 3 clusters Score -2318704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2318717.500000 Penalty: 4858.463867
	Iteration 30Q: 3 clusters Score -2318718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2318730.750000 Penalty: 4858.463867
	Iteration 31Q: 3 clusters Score -2318731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2318734.250000 Penalty: 4858.463867
	Iteration 32Q: 3 clusters Score -2318734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2318744.250000 Penalty: 4858.463867
	Iteration 33Q: 3 clusters Score -2318744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2318745.750000 Penalty: 4858.463867
	Iteration 34Q: 3 clusters Score -2318746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2318752.750000 Penalty: 4858.463867
	Iteration 35Q: 3 clusters Score -2318753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2318758.500000 Penalty: 4858.463867
	Iteration 36Q: 3 clusters Score -2318758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2318762.250000 Penalty: 4858.463867
	Iteration 37Q: 3 clusters Score -2318762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2318763.250000 Penalty: 4858.463867
	Iteration 38Q: 3 clusters Score -2318763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2318774.500000 Penalty: 4858.463867
	Iteration 39Q: 3 clusters Score -2318774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2318776.000000 Penalty: 4858.463867
	Iteration 40F: 3 clusters Score -2318776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2318778.500000 Penalty: 4858.463867
	Iteration 41Q: 3 clusters Score -2318778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2318783.250000 Penalty: 4858.463867
	Iteration 42Q: 3 clusters Score -2318783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2318788.750000 Penalty: 4858.463867
	Iteration 43Q: 3 clusters Score -2318789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2318787.250000 Penalty: 4858.463867
	Iteration 44Q: 3 clusters Score -2318787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2318787.250000 Penalty: 4858.463867
	Iteration 45F: 3 clusters Score -2318787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Entering Unmasked Estep 
Score: -599023.750000 Penalty: 2099.804199
	Iteration 0F: 2 clusters Score -599023.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -594617.562500 Penalty: 4199.608398
	Iteration 0F: 3 clusters Score -594617.6 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -595667.250000 Penalty: 4199.608398
	Iteration 1F: 3 clusters Score -595667.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -595921.687500 Penalty: 4199.608398
	Iteration 2F: 3 clusters Score -595921.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -596120.625000 Penalty: 4199.608398
	Iteration 3F: 3 clusters Score -596120.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -596290.750000 Penalty: 4199.608398
	Iteration 4Q: 3 clusters Score -596290.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -596443.562500 Penalty: 4199.608398
	Iteration 5Q: 3 clusters Score -596443.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -596577.125000 Penalty: 4199.608398
	Iteration 6Q: 3 clusters Score -596577.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -596695.500000 Penalty: 4199.608398
	Iteration 7Q: 3 clusters Score -596695.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -596794.500000 Penalty: 4199.608398
	Iteration 8Q: 3 clusters Score -596794.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -596895.750000 Penalty: 4199.608398
	Iteration 9Q: 3 clusters Score -596895.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -597003.250000 Penalty: 4199.608398
	Iteration 10Q: 3 clusters Score -597003.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -597087.375000 Penalty: 4199.608398
	Iteration 11Q: 3 clusters Score -597087.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -597167.375000 Penalty: 4199.608398
	Iteration 12Q: 3 clusters Score -597167.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -597237.750000 Penalty: 4199.608398
	Iteration 13Q: 3 clusters Score -597237.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -597311.437500 Penalty: 4199.608398
	Iteration 14Q: 3 clusters Score -597311.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -597369.125000 Penalty: 4199.608398
	Iteration 15Q: 3 clusters Score -597369.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -597426.562500 Penalty: 4199.608398
	Iteration 16Q: 3 clusters Score -597426.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -597478.125000 Penalty: 4199.608398
	Iteration 17Q: 3 clusters Score -597478.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -597527.750000 Penalty: 4199.608398
	Iteration 18Q: 3 clusters Score -597527.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -597558.312500 Penalty: 4199.608398
	Iteration 19Q: 3 clusters Score -597558.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -597575.125000 Penalty: 4199.608398
	Iteration 20F: 3 clusters Score -597575.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -597585.812500 Penalty: 4199.608398
	Iteration 21Q: 3 clusters Score -597585.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -597593.562500 Penalty: 4199.608398
	Iteration 22Q: 3 clusters Score -597593.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -597601.250000 Penalty: 4199.608398
	Iteration 23Q: 3 clusters Score -597601.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -597608.437500 Penalty: 4199.608398
	Iteration 24Q: 3 clusters Score -597608.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -597613.312500 Penalty: 4199.608398
	Iteration 25Q: 3 clusters Score -597613.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -597615.500000 Penalty: 4199.608398
	Iteration 26Q: 3 clusters Score -597615.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -597618.687500 Penalty: 4199.608398
	Iteration 27Q: 3 clusters Score -597618.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -597620.500000 Penalty: 4199.608398
	Iteration 28Q: 3 clusters Score -597620.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -597621.312500 Penalty: 4199.608398
	Iteration 29Q: 3 clusters Score -597621.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -597621.375000 Penalty: 4199.608398
	Iteration 30Q: 3 clusters Score -597621.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -597622.500000 Penalty: 4199.608398
	Iteration 31Q: 3 clusters Score -597622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -597622.500000 Penalty: 4199.608398
	Iteration 32F: 3 clusters Score -597622.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (24226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Entering Unmasked Estep 
Score: -2944661.250000 Penalty: 2503.604980
	Iteration 0F: 2 clusters Score -2944661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2927942.250000 Penalty: 5007.209961
	Iteration 0F: 3 clusters Score -2927942 nChanged 10754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2934297.750000 Penalty: 5007.209961
	Iteration 1F: 3 clusters Score -2934298 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2935444.000000 Penalty: 5007.209961
	Iteration 2F: 3 clusters Score -2935444 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2936590.000000 Penalty: 5007.209961
	Iteration 3F: 3 clusters Score -2936590 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2937827.750000 Penalty: 5007.209961
	Iteration 4F: 3 clusters Score -2937828 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2938992.750000 Penalty: 5007.209961
	Iteration 5F: 3 clusters Score -2938993 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2940044.000000 Penalty: 5007.209961
	Iteration 6F: 3 clusters Score -2940044 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2940854.500000 Penalty: 5007.209961
	Iteration 7F: 3 clusters Score -2940854 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2941367.750000 Penalty: 5007.209961
	Iteration 8Q: 3 clusters Score -2941368 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2941634.250000 Penalty: 5007.209961
	Iteration 9Q: 3 clusters Score -2941634 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2941797.000000 Penalty: 5007.209961
	Iteration 10Q: 3 clusters Score -2941797 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2941910.000000 Penalty: 5007.209961
	Iteration 11Q: 3 clusters Score -2941910 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2941980.250000 Penalty: 5007.209961
	Iteration 12Q: 3 clusters Score -2941980 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2942034.250000 Penalty: 5007.209961
	Iteration 13Q: 3 clusters Score -2942034 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2942075.750000 Penalty: 5007.209961
	Iteration 14Q: 3 clusters Score -2942076 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2942131.250000 Penalty: 5007.209961
	Iteration 15Q: 3 clusters Score -2942131 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2942163.000000 Penalty: 5007.209961
	Iteration 16Q: 3 clusters Score -2942163 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2942195.250000 Penalty: 5007.209961
	Iteration 17Q: 3 clusters Score -2942195 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2942220.500000 Penalty: 5007.209961
	Iteration 18Q: 3 clusters Score -2942220 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2942249.750000 Penalty: 5007.209961
	Iteration 19Q: 3 clusters Score -2942250 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2942288.000000 Penalty: 5007.209961
	Iteration 20F: 3 clusters Score -2942288 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2942320.250000 Penalty: 5007.209961
	Iteration 21Q: 3 clusters Score -2942320 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2942338.250000 Penalty: 5007.209961
	Iteration 22Q: 3 clusters Score -2942338 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2942373.750000 Penalty: 5007.209961
	Iteration 23Q: 3 clusters Score -2942374 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2942409.250000 Penalty: 5007.209961
	Iteration 24Q: 3 clusters Score -2942409 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2942442.500000 Penalty: 5007.209961
	Iteration 25Q: 3 clusters Score -2942442 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2942470.750000 Penalty: 5007.209961
	Iteration 26Q: 3 clusters Score -2942471 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2942509.500000 Penalty: 5007.209961
	Iteration 27Q: 3 clusters Score -2942510 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2942543.750000 Penalty: 5007.209961
	Iteration 28Q: 3 clusters Score -2942544 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2942573.000000 Penalty: 5007.209961
	Iteration 29Q: 3 clusters Score -2942573 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2942606.000000 Penalty: 5007.209961
	Iteration 30Q: 3 clusters Score -2942606 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2942627.500000 Penalty: 5007.209961
	Iteration 31Q: 3 clusters Score -2942628 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2942650.500000 Penalty: 5007.209961
	Iteration 32Q: 3 clusters Score -2942650 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2942682.750000 Penalty: 5007.209961
	Iteration 33Q: 3 clusters Score -2942683 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2942697.750000 Penalty: 5007.209961
	Iteration 34Q: 3 clusters Score -2942698 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2942716.250000 Penalty: 5007.209961
	Iteration 35Q: 3 clusters Score -2942716 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2942744.500000 Penalty: 5007.209961
	Iteration 36Q: 3 clusters Score -2942744 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2942762.750000 Penalty: 5007.209961
	Iteration 37Q: 3 clusters Score -2942763 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2942785.750000 Penalty: 5007.209961
	Iteration 38Q: 3 clusters Score -2942786 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2942799.750000 Penalty: 5007.209961
	Iteration 39Q: 3 clusters Score -2942800 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2942810.750000 Penalty: 5007.209961
	Iteration 40F: 3 clusters Score -2942811 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2942816.750000 Penalty: 5007.209961
	Iteration 41Q: 3 clusters Score -2942817 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2942831.500000 Penalty: 5007.209961
	Iteration 42Q: 3 clusters Score -2942832 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2942841.500000 Penalty: 5007.209961
	Iteration 43Q: 3 clusters Score -2942842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2942846.500000 Penalty: 5007.209961
	Iteration 44Q: 3 clusters Score -2942846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2942846.750000 Penalty: 5007.209961
	Iteration 45Q: 3 clusters Score -2942847 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2942858.500000 Penalty: 5007.209961
	Iteration 46Q: 3 clusters Score -2942858 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2942859.250000 Penalty: 5007.209961
	Iteration 47Q: 3 clusters Score -2942859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2942859.250000 Penalty: 5007.209961
	Iteration 48Q: 3 clusters Score -2942859 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2942870.750000 Penalty: 5007.209961
	Iteration 49Q: 3 clusters Score -2942871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2942871.750000 Penalty: 5007.209961
	Iteration 50Q: 3 clusters Score -2942872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2942874.500000 Penalty: 5007.209961
	Iteration 51Q: 3 clusters Score -2942874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2942882.000000 Penalty: 5007.209961
	Iteration 52Q: 3 clusters Score -2942882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2942876.500000 Penalty: 5007.209961
	Iteration 53Q: 3 clusters Score -2942876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2942879.250000 Penalty: 5007.209961
	Iteration 54Q: 3 clusters Score -2942879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2942885.750000 Penalty: 5007.209961
	Iteration 55Q: 3 clusters Score -2942886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2942891.250000 Penalty: 5007.209961
	Iteration 56Q: 3 clusters Score -2942891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2942884.500000 Penalty: 5007.209961
	Iteration 57Q: 3 clusters Score -2942884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2942901.250000 Penalty: 5007.209961
	Iteration 58Q: 3 clusters Score -2942901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2942895.750000 Penalty: 5007.209961
	Iteration 59Q: 3 clusters Score -2942896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2942892.750000 Penalty: 5007.209961
	Iteration 60F: 3 clusters Score -2942893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2942903.750000 Penalty: 5007.209961
	Iteration 61Q: 3 clusters Score -2942904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2942903.250000 Penalty: 5007.209961
	Iteration 62Q: 3 clusters Score -2942903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2942901.750000 Penalty: 5007.209961
	Iteration 63Q: 3 clusters Score -2942902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2942900.000000 Penalty: 5007.209961
	Iteration 64Q: 3 clusters Score -2942900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2942905.250000 Penalty: 5007.209961
	Iteration 65Q: 3 clusters Score -2942905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2942908.000000 Penalty: 5007.209961
	Iteration 66Q: 3 clusters Score -2942908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2942907.000000 Penalty: 5007.209961
	Iteration 67Q: 3 clusters Score -2942907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2942909.500000 Penalty: 5007.209961
	Iteration 68Q: 3 clusters Score -2942910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2942916.750000 Penalty: 5007.209961
	Iteration 69Q: 3 clusters Score -2942917 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2942917.500000 Penalty: 5007.209961
	Iteration 70Q: 3 clusters Score -2942918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2942923.000000 Penalty: 5007.209961
	Iteration 71Q: 3 clusters Score -2942923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2942928.250000 Penalty: 5007.209961
	Iteration 72Q: 3 clusters Score -2942928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2942928.250000 Penalty: 5007.209961
	Iteration 73Q: 3 clusters Score -2942928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2942922.250000 Penalty: 5007.209961
	Iteration 74Q: 3 clusters Score -2942922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2942926.000000 Penalty: 5007.209961
	Iteration 75Q: 3 clusters Score -2942926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2942932.750000 Penalty: 5007.209961
	Iteration 76Q: 3 clusters Score -2942933 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2942947.750000 Penalty: 5007.209961
	Iteration 77Q: 3 clusters Score -2942948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2942952.250000 Penalty: 5007.209961
	Iteration 78Q: 3 clusters Score -2942952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2942954.000000 Penalty: 5007.209961
	Iteration 79Q: 3 clusters Score -2942954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2942954.500000 Penalty: 5007.209961
	Iteration 80F: 3 clusters Score -2942954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2942957.500000 Penalty: 5007.209961
	Iteration 81Q: 3 clusters Score -2942958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2942952.500000 Penalty: 5007.209961
	Iteration 82Q: 3 clusters Score -2942952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2942950.000000 Penalty: 5007.209961
	Iteration 83Q: 3 clusters Score -2942950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2942953.000000 Penalty: 5007.209961
	Iteration 84Q: 3 clusters Score -2942953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2942960.500000 Penalty: 5007.209961
	Iteration 85Q: 3 clusters Score -2942960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2942963.000000 Penalty: 5007.209961
	Iteration 86Q: 3 clusters Score -2942963 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2942956 nChanged 14
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Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2942965 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2942966 nChanged 14
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Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2942973 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2942970 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2942976 nChanged 12
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Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2942971 nChanged 22
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Mstep: Class 1 contains 18807 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2942970 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2942978 nChanged 16
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Mstep: Class 1 contains 18831 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2942981 nChanged 20
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Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2942990 nChanged 19
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Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2942989 nChanged 21
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Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2942997 nChanged 21
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Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2943011 nChanged 26
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Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2943012 nChanged 21
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Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2943016 nChanged 29
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Mstep: Class 1 contains 19031 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2943026 nChanged 29
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Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19115 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2943034 nChanged 15
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Mstep: Class 1 contains 19156 members 
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Mstep: Class 1 contains 19178 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19189 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19200 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2943042 nChanged 15
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Mstep: Class 1 contains 19213 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2943040 nChanged 17
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Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 5000 members 
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	Iteration 122Q: 3 clusters Score -2943048 nChanged 16
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Mstep: Class 1 contains 19234 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19245 members 
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	Iteration 125Q: 3 clusters Score -2943054 nChanged 14
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Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2943057 nChanged 13
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Mstep: Class 1 contains 19264 members 
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	Iteration 127Q: 3 clusters Score -2943059 nChanged 11
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Mstep: Class 1 contains 19269 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2943061 nChanged 11
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Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 4950 members 
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Mstep: Class 1 contains 19288 members 
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	Iteration 131Q: 3 clusters Score -2943066 nChanged 14
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Mstep: Class 1 contains 19306 members 
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	Iteration 132Q: 3 clusters Score -2943067 nChanged 14
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Mstep: Class 1 contains 19318 members 
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Mstep: Class 1 contains 19329 members 
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	Iteration 134Q: 3 clusters Score -2943067 nChanged 22
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Mstep: Class 1 contains 19347 members 
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	Iteration 135Q: 3 clusters Score -2943064 nChanged 24
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	Iteration 136Q: 3 clusters Score -2943074 nChanged 20
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Mstep: Class 1 contains 19371 members 
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	Iteration 137Q: 3 clusters Score -2943077 nChanged 31
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Mstep: Class 1 contains 19384 members 
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	Iteration 139Q: 3 clusters Score -2943089 nChanged 35
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Mstep: Class 1 contains 19426 members 
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	Iteration 140F: 3 clusters Score -2943097 nChanged 36
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Mstep: Class 1 contains 19465 members 
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Mstep: Class 1 contains 19481 members 
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	Iteration 143Q: 3 clusters Score -2943104 nChanged 33
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	Iteration 144Q: 3 clusters Score -2943107 nChanged 37
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	Iteration 145Q: 3 clusters Score -2943115 nChanged 46
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	Iteration 146Q: 3 clusters Score -2943110 nChanged 38
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	Iteration 147Q: 3 clusters Score -2943116 nChanged 30
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Mstep: Class 1 contains 19557 members 
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	Iteration 148Q: 3 clusters Score -2943120 nChanged 24
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Mstep: Class 1 contains 19571 members 
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	Iteration 149Q: 3 clusters Score -2943132 nChanged 23
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	Iteration 150Q: 3 clusters Score -2943131 nChanged 27
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Mstep: Class 1 contains 19597 members 
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	Iteration 151Q: 3 clusters Score -2943142 nChanged 29
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Mstep: Class 1 contains 19610 members 
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	Iteration 152Q: 3 clusters Score -2943145 nChanged 25
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	Iteration 153Q: 3 clusters Score -2943142 nChanged 24
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	Iteration 154Q: 3 clusters Score -2943140 nChanged 24
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	Iteration 155Q: 3 clusters Score -2943150 nChanged 31
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	Iteration 156Q: 3 clusters Score -2943160 nChanged 28
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	Iteration 157Q: 3 clusters Score -2943166 nChanged 22
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	Iteration 158Q: 3 clusters Score -2943166 nChanged 28
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	Iteration 159Q: 3 clusters Score -2943166 nChanged 29
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Mstep: Class 1 contains 19755 members 
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	Iteration 160F: 3 clusters Score -2943174 nChanged 26
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	Iteration 161Q: 3 clusters Score -2943177 nChanged 26
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	Iteration 162Q: 3 clusters Score -2943181 nChanged 27
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	Iteration 163Q: 3 clusters Score -2943181 nChanged 19
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	Iteration 164Q: 3 clusters Score -2943179 nChanged 19
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	Iteration 165Q: 3 clusters Score -2943178 nChanged 13
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	Iteration 166Q: 3 clusters Score -2943188 nChanged 12
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	Iteration 167Q: 3 clusters Score -2943192 nChanged 13
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	Iteration 168Q: 3 clusters Score -2943196 nChanged 13
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	Iteration 169Q: 3 clusters Score -2943198 nChanged 15
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	Iteration 170Q: 3 clusters Score -2943194 nChanged 17
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	Iteration 171Q: 3 clusters Score -2943200 nChanged 23
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	Iteration 172Q: 3 clusters Score -2943196 nChanged 17
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	Iteration 173Q: 3 clusters Score -2943187 nChanged 22
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	Iteration 174Q: 3 clusters Score -2943192 nChanged 17
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	Iteration 176Q: 3 clusters Score -2943193 nChanged 15
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	Iteration 177Q: 3 clusters Score -2943196 nChanged 13
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	Iteration 178Q: 3 clusters Score -2943194 nChanged 10
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Entering Unmasked Estep 
Score: -2943193.250000 Penalty: 5007.209961
	Iteration 179Q: 3 clusters Score -2943193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2943193.750000 Penalty: 5007.209961
	Iteration 180F: 3 clusters Score -2943194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2943199.500000 Penalty: 5007.209961
	Iteration 181Q: 3 clusters Score -2943200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2943200.250000 Penalty: 5007.209961
	Iteration 182Q: 3 clusters Score -2943200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2943204.750000 Penalty: 5007.209961
	Iteration 183Q: 3 clusters Score -2943205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2943206.250000 Penalty: 5007.209961
	Iteration 184Q: 3 clusters Score -2943206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2943213.500000 Penalty: 5007.209961
	Iteration 185Q: 3 clusters Score -2943214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2943212.000000 Penalty: 5007.209961
	Iteration 186Q: 3 clusters Score -2943212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2943211.250000 Penalty: 5007.209961
	Iteration 187Q: 3 clusters Score -2943211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2943216.000000 Penalty: 5007.209961
	Iteration 188Q: 3 clusters Score -2943216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2943220.750000 Penalty: 5007.209961
	Iteration 189Q: 3 clusters Score -2943221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2943221.500000 Penalty: 5007.209961
	Iteration 190Q: 3 clusters Score -2943222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2943228.000000 Penalty: 5007.209961
	Iteration 191Q: 3 clusters Score -2943228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2943234.750000 Penalty: 5007.209961
	Iteration 192Q: 3 clusters Score -2943235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2943237.000000 Penalty: 5007.209961
	Iteration 193Q: 3 clusters Score -2943237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2943234.750000 Penalty: 5007.209961
	Iteration 194Q: 3 clusters Score -2943235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2943242.250000 Penalty: 5007.209961
	Iteration 195Q: 3 clusters Score -2943242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2943247.000000 Penalty: 5007.209961
	Iteration 196Q: 3 clusters Score -2943247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2943245.500000 Penalty: 5007.209961
	Iteration 197Q: 3 clusters Score -2943246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2943247.750000 Penalty: 5007.209961
	Iteration 198Q: 3 clusters Score -2943248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2943247.250000 Penalty: 5007.209961
	Iteration 199Q: 3 clusters Score -2943247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2943244.250000 Penalty: 5007.209961
	Iteration 200F: 3 clusters Score -2943244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2943248.500000 Penalty: 5007.209961
	Iteration 201Q: 3 clusters Score -2943248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2943252.500000 Penalty: 5007.209961
	Iteration 202Q: 3 clusters Score -2943252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2943257.250000 Penalty: 5007.209961
	Iteration 203Q: 3 clusters Score -2943257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2943253.250000 Penalty: 5007.209961
	Iteration 204Q: 3 clusters Score -2943253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2943260.000000 Penalty: 5007.209961
	Iteration 205Q: 3 clusters Score -2943260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2943259.750000 Penalty: 5007.209961
	Iteration 206Q: 3 clusters Score -2943260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2943269.500000 Penalty: 5007.209961
	Iteration 207Q: 3 clusters Score -2943270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2943273.000000 Penalty: 5007.209961
	Iteration 208Q: 3 clusters Score -2943273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2943271.500000 Penalty: 5007.209961
	Iteration 209Q: 3 clusters Score -2943272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2943276.500000 Penalty: 5007.209961
	Iteration 210Q: 3 clusters Score -2943276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2943274.000000 Penalty: 5007.209961
	Iteration 211Q: 3 clusters Score -2943274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2943274.750000 Penalty: 5007.209961
	Iteration 212Q: 3 clusters Score -2943275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2943282.250000 Penalty: 5007.209961
	Iteration 213Q: 3 clusters Score -2943282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2943277.500000 Penalty: 5007.209961
	Iteration 214Q: 3 clusters Score -2943278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2943280.750000 Penalty: 5007.209961
	Iteration 215Q: 3 clusters Score -2943281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2943276.000000 Penalty: 5007.209961
	Iteration 216Q: 3 clusters Score -2943276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2943277.250000 Penalty: 5007.209961
	Iteration 217Q: 3 clusters Score -2943277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2943284.500000 Penalty: 5007.209961
	Iteration 218Q: 3 clusters Score -2943284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2943288.000000 Penalty: 5007.209961
	Iteration 219Q: 3 clusters Score -2943288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2943287.500000 Penalty: 5007.209961
	Iteration 220F: 3 clusters Score -2943288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2943286.750000 Penalty: 5007.209961
	Iteration 221Q: 3 clusters Score -2943287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2943284.750000 Penalty: 5007.209961
	Iteration 222Q: 3 clusters Score -2943285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2943287.250000 Penalty: 5007.209961
	Iteration 223Q: 3 clusters Score -2943287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2943284.500000 Penalty: 5007.209961
	Iteration 224Q: 3 clusters Score -2943284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2943287.250000 Penalty: 5007.209961
	Iteration 225Q: 3 clusters Score -2943287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2943288.750000 Penalty: 5007.209961
	Iteration 226Q: 3 clusters Score -2943289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2943284.750000 Penalty: 5007.209961
	Iteration 227Q: 3 clusters Score -2943285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2943285.500000 Penalty: 5007.209961
	Iteration 228Q: 3 clusters Score -2943286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2943284.250000 Penalty: 5007.209961
	Iteration 229Q: 3 clusters Score -2943284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2943286.500000 Penalty: 5007.209961
	Iteration 230Q: 3 clusters Score -2943286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2943287.500000 Penalty: 5007.209961
	Iteration 231Q: 3 clusters Score -2943288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2943284.750000 Penalty: 5007.209961
	Iteration 232Q: 3 clusters Score -2943285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2943284.750000 Penalty: 5007.209961
	Iteration 233F: 3 clusters Score -2943285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Entering Unmasked Estep 
Score: -442588.343750 Penalty: 2046.929443
	Iteration 0F: 2 clusters Score -442588.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -438806.312500 Penalty: 4093.858887
	Iteration 0F: 3 clusters Score -438806.3 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -439655.406250 Penalty: 4093.858887
	Iteration 1F: 3 clusters Score -439655.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -439893.031250 Penalty: 4093.858887
	Iteration 2F: 3 clusters Score -439893 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -440060.218750 Penalty: 4093.858887
	Iteration 3F: 3 clusters Score -440060.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -440199.468750 Penalty: 4093.858887
	Iteration 4Q: 3 clusters Score -440199.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -440304.812500 Penalty: 4093.858887
	Iteration 5Q: 3 clusters Score -440304.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -440397.843750 Penalty: 4093.858887
	Iteration 6Q: 3 clusters Score -440397.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -440496.093750 Penalty: 4093.858887
	Iteration 7Q: 3 clusters Score -440496.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -440589.812500 Penalty: 4093.858887
	Iteration 8Q: 3 clusters Score -440589.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -440697.125000 Penalty: 4093.858887
	Iteration 9Q: 3 clusters Score -440697.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -440801.718750 Penalty: 4093.858887
	Iteration 10Q: 3 clusters Score -440801.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -440879.937500 Penalty: 4093.858887
	Iteration 11Q: 3 clusters Score -440879.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -440933.937500 Penalty: 4093.858887
	Iteration 12Q: 3 clusters Score -440933.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -440978.906250 Penalty: 4093.858887
	Iteration 13Q: 3 clusters Score -440978.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -441017.312500 Penalty: 4093.858887
	Iteration 14Q: 3 clusters Score -441017.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -441054.812500 Penalty: 4093.858887
	Iteration 15Q: 3 clusters Score -441054.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -441089.500000 Penalty: 4093.858887
	Iteration 16Q: 3 clusters Score -441089.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -441124.625000 Penalty: 4093.858887
	Iteration 17Q: 3 clusters Score -441124.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -441165.062500 Penalty: 4093.858887
	Iteration 18Q: 3 clusters Score -441165.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -441224.906250 Penalty: 4093.858887
	Iteration 19Q: 3 clusters Score -441224.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -441278.531250 Penalty: 4093.858887
	Iteration 20F: 3 clusters Score -441278.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -441328.375000 Penalty: 4093.858887
	Iteration 21Q: 3 clusters Score -441328.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -441365.687500 Penalty: 4093.858887
	Iteration 22Q: 3 clusters Score -441365.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -441388.531250 Penalty: 4093.858887
	Iteration 23Q: 3 clusters Score -441388.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -441408.375000 Penalty: 4093.858887
	Iteration 24Q: 3 clusters Score -441408.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -441425.125000 Penalty: 4093.858887
	Iteration 25Q: 3 clusters Score -441425.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -441438.906250 Penalty: 4093.858887
	Iteration 26Q: 3 clusters Score -441438.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -441448.593750 Penalty: 4093.858887
	Iteration 27Q: 3 clusters Score -441448.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -441458.687500 Penalty: 4093.858887
	Iteration 28Q: 3 clusters Score -441458.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -441466.656250 Penalty: 4093.858887
	Iteration 29Q: 3 clusters Score -441466.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -441472.406250 Penalty: 4093.858887
	Iteration 30Q: 3 clusters Score -441472.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -441479.406250 Penalty: 4093.858887
	Iteration 31Q: 3 clusters Score -441479.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -441485.687500 Penalty: 4093.858887
	Iteration 32Q: 3 clusters Score -441485.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -441493.750000 Penalty: 4093.858887
	Iteration 33Q: 3 clusters Score -441493.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -441497.812500 Penalty: 4093.858887
	Iteration 34Q: 3 clusters Score -441497.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -441501.968750 Penalty: 4093.858887
	Iteration 35Q: 3 clusters Score -441502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -441504.156250 Penalty: 4093.858887
	Iteration 36Q: 3 clusters Score -441504.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -441507.187500 Penalty: 4093.858887
	Iteration 37Q: 3 clusters Score -441507.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -441509.687500 Penalty: 4093.858887
	Iteration 38Q: 3 clusters Score -441509.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -441514.750000 Penalty: 4093.858887
	Iteration 39Q: 3 clusters Score -441514.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -441517.500000 Penalty: 4093.858887
	Iteration 40F: 3 clusters Score -441517.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -441519.000000 Penalty: 4093.858887
	Iteration 41Q: 3 clusters Score -441519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -441524.562500 Penalty: 4093.858887
	Iteration 42Q: 3 clusters Score -441524.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -441527.875000 Penalty: 4093.858887
	Iteration 43Q: 3 clusters Score -441527.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -441530.156250 Penalty: 4093.858887
	Iteration 44Q: 3 clusters Score -441530.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -441534.156250 Penalty: 4093.858887
	Iteration 45Q: 3 clusters Score -441534.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -441537.937500 Penalty: 4093.858887
	Iteration 46Q: 3 clusters Score -441537.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -441540.031250 Penalty: 4093.858887
	Iteration 47Q: 3 clusters Score -441540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -441541.093750 Penalty: 4093.858887
	Iteration 48Q: 3 clusters Score -441541.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -441542.218750 Penalty: 4093.858887
	Iteration 49Q: 3 clusters Score -441542.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -441543.093750 Penalty: 4093.858887
	Iteration 50Q: 3 clusters Score -441543.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -441544.843750 Penalty: 4093.858887
	Iteration 51Q: 3 clusters Score -441544.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -441544.656250 Penalty: 4093.858887
	Iteration 52Q: 3 clusters Score -441544.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -441546.562500 Penalty: 4093.858887
	Iteration 53Q: 3 clusters Score -441546.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -441547.812500 Penalty: 4093.858887
	Iteration 54Q: 3 clusters Score -441547.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -441547.593750 Penalty: 4093.858887
	Iteration 55Q: 3 clusters Score -441547.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -441548.312500 Penalty: 4093.858887
	Iteration 56Q: 3 clusters Score -441548.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -441548.000000 Penalty: 4093.858887
	Iteration 57Q: 3 clusters Score -441548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -441548.000000 Penalty: 4093.858887
	Iteration 58F: 3 clusters Score -441548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Entering Unmasked Estep 
Score: -1145680.500000 Penalty: 2253.586426
	Iteration 0F: 2 clusters Score -1145680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1138728.500000 Penalty: 4507.172852
	Iteration 0F: 3 clusters Score -1138728 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1140681.375000 Penalty: 4507.172852
	Iteration 1F: 3 clusters Score -1140681 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1140950.000000 Penalty: 4507.172852
	Iteration 2F: 3 clusters Score -1140950 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1141154.875000 Penalty: 4507.172852
	Iteration 3Q: 3 clusters Score -1141155 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1141319.375000 Penalty: 4507.172852
	Iteration 4Q: 3 clusters Score -1141319 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1141462.375000 Penalty: 4507.172852
	Iteration 5Q: 3 clusters Score -1141462 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1141595.625000 Penalty: 4507.172852
	Iteration 6Q: 3 clusters Score -1141596 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1141717.000000 Penalty: 4507.172852
	Iteration 7Q: 3 clusters Score -1141717 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1141874.750000 Penalty: 4507.172852
	Iteration 8Q: 3 clusters Score -1141875 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1142061.125000 Penalty: 4507.172852
	Iteration 9Q: 3 clusters Score -1142061 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1142257.625000 Penalty: 4507.172852
	Iteration 10Q: 3 clusters Score -1142258 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1142420.500000 Penalty: 4507.172852
	Iteration 11Q: 3 clusters Score -1142420 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1142553.750000 Penalty: 4507.172852
	Iteration 12Q: 3 clusters Score -1142554 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1142674.250000 Penalty: 4507.172852
	Iteration 13Q: 3 clusters Score -1142674 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1142789.000000 Penalty: 4507.172852
	Iteration 14Q: 3 clusters Score -1142789 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1142882.750000 Penalty: 4507.172852
	Iteration 15Q: 3 clusters Score -1142883 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1142967.875000 Penalty: 4507.172852
	Iteration 16Q: 3 clusters Score -1142968 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1143047.750000 Penalty: 4507.172852
	Iteration 17Q: 3 clusters Score -1143048 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1143125.125000 Penalty: 4507.172852
	Iteration 18Q: 3 clusters Score -1143125 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1143192.625000 Penalty: 4507.172852
	Iteration 19Q: 3 clusters Score -1143193 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1143256.125000 Penalty: 4507.172852
	Iteration 20F: 3 clusters Score -1143256 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1143321.250000 Penalty: 4507.172852
	Iteration 21Q: 3 clusters Score -1143321 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1143381.125000 Penalty: 4507.172852
	Iteration 22Q: 3 clusters Score -1143381 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1143437.875000 Penalty: 4507.172852
	Iteration 23Q: 3 clusters Score -1143438 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1143505.750000 Penalty: 4507.172852
	Iteration 24Q: 3 clusters Score -1143506 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1143557.125000 Penalty: 4507.172852
	Iteration 25Q: 3 clusters Score -1143557 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1143600.250000 Penalty: 4507.172852
	Iteration 26Q: 3 clusters Score -1143600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1143628.250000 Penalty: 4507.172852
	Iteration 27Q: 3 clusters Score -1143628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1143667.375000 Penalty: 4507.172852
	Iteration 28Q: 3 clusters Score -1143667 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1143689.125000 Penalty: 4507.172852
	Iteration 29Q: 3 clusters Score -1143689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1143701.625000 Penalty: 4507.172852
	Iteration 30Q: 3 clusters Score -1143702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1143723.000000 Penalty: 4507.172852
	Iteration 31Q: 3 clusters Score -1143723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1143734.500000 Penalty: 4507.172852
	Iteration 32Q: 3 clusters Score -1143734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1143748.375000 Penalty: 4507.172852
	Iteration 33Q: 3 clusters Score -1143748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1143757.375000 Penalty: 4507.172852
	Iteration 34Q: 3 clusters Score -1143757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1143764.000000 Penalty: 4507.172852
	Iteration 35Q: 3 clusters Score -1143764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1143766.250000 Penalty: 4507.172852
	Iteration 36Q: 3 clusters Score -1143766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1143772.500000 Penalty: 4507.172852
	Iteration 37Q: 3 clusters Score -1143772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1143778.250000 Penalty: 4507.172852
	Iteration 38Q: 3 clusters Score -1143778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1143782.625000 Penalty: 4507.172852
	Iteration 39Q: 3 clusters Score -1143783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1143784.375000 Penalty: 4507.172852
	Iteration 40F: 3 clusters Score -1143784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1143789.750000 Penalty: 4507.172852
	Iteration 41Q: 3 clusters Score -1143790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1143789.625000 Penalty: 4507.172852
	Iteration 42Q: 3 clusters Score -1143790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1143791.000000 Penalty: 4507.172852
	Iteration 43Q: 3 clusters Score -1143791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1143795.000000 Penalty: 4507.172852
	Iteration 44Q: 3 clusters Score -1143795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1143801.625000 Penalty: 4507.172852
	Iteration 45Q: 3 clusters Score -1143802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1143810.000000 Penalty: 4507.172852
	Iteration 46Q: 3 clusters Score -1143810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1143812.500000 Penalty: 4507.172852
	Iteration 47Q: 3 clusters Score -1143812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1143823.250000 Penalty: 4507.172852
	Iteration 48Q: 3 clusters Score -1143823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1143824.625000 Penalty: 4507.172852
	Iteration 49Q: 3 clusters Score -1143825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1143836.750000 Penalty: 4507.172852
	Iteration 50Q: 3 clusters Score -1143837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1143842.750000 Penalty: 4507.172852
	Iteration 51Q: 3 clusters Score -1143843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1143852.000000 Penalty: 4507.172852
	Iteration 52Q: 3 clusters Score -1143852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1143854.125000 Penalty: 4507.172852
	Iteration 53Q: 3 clusters Score -1143854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1143859.875000 Penalty: 4507.172852
	Iteration 54Q: 3 clusters Score -1143860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1143863.125000 Penalty: 4507.172852
	Iteration 55Q: 3 clusters Score -1143863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1143866.125000 Penalty: 4507.172852
	Iteration 56Q: 3 clusters Score -1143866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1143866.125000 Penalty: 4507.172852
	Iteration 57F: 3 clusters Score -1143866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -20167.988281 Penalty: 1357.123047
	Iteration 0F: 2 clusters Score -20167.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19046.613281 Penalty: 2714.246094
	Iteration 0F: 3 clusters Score -19046.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19210.912109 Penalty: 2714.246094
	Iteration 1F: 3 clusters Score -19210.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19311.482422 Penalty: 2714.246094
	Iteration 2F: 3 clusters Score -19311.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19425.488281 Penalty: 2714.246094
	Iteration 3Q: 3 clusters Score -19425.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19515.365234 Penalty: 2714.246094
	Iteration 4Q: 3 clusters Score -19515.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19559.587891 Penalty: 2714.246094
	Iteration 5Q: 3 clusters Score -19559.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19591.433594 Penalty: 2714.246094
	Iteration 6Q: 3 clusters Score -19591.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19610.433594 Penalty: 2714.246094
	Iteration 7Q: 3 clusters Score -19610.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19711.783203 Penalty: 2714.246094
	Iteration 8Q: 3 clusters Score -19711.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19750.501953 Penalty: 2714.246094
	Iteration 9Q: 3 clusters Score -19750.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19773.878906 Penalty: 2714.246094
	Iteration 10Q: 3 clusters Score -19773.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19780.990234 Penalty: 2714.246094
	Iteration 11Q: 3 clusters Score -19780.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19794.796875 Penalty: 2714.246094
	Iteration 12Q: 3 clusters Score -19794.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19804.917969 Penalty: 2714.246094
	Iteration 13F: 3 clusters Score -19804.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19824.613281 Penalty: 2714.246094
	Iteration 14Q: 3 clusters Score -19824.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19869.832031 Penalty: 2714.246094
	Iteration 15Q: 3 clusters Score -19869.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19984.609375 Penalty: 2714.246094
	Iteration 16Q: 3 clusters Score -19984.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20195.240234 Penalty: 2714.246094
	Iteration 17Q: 3 clusters Score -20195.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20221.357422 Penalty: 2714.246094
	Iteration 18Q: 3 clusters Score -20221.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20254.417969 Penalty: 2714.246094
	Iteration 19Q: 3 clusters Score -20254.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20254.417969 Penalty: 2714.246094
	Iteration 20F: 3 clusters Score -20254.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21618 members 
Mstep: Class 8 contains 8232 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12741 members 
Mstep: Class 11 contains 167543 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56871 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20264 members 
Mstep: Class 19 contains 62256 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47699 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143471 members 
Mstep: Class 30 contains 24169 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179193 members 
Mstep: Class 33 contains 51925 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 119 members 
Mstep: Class 44 contains 401 members 
Mstep: Class 45 contains 119 members 
Entering Unmasked Estep 
Score: -150969632.000000 Penalty: 156338.828125
Splitting cluster 43 changes total score from -150971792.000000 to -150969632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -44212.472656 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -44212.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42798.820312 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -42798.82 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42938.746094 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -42938.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42980.921875 Penalty: 2973.004883
	Iteration 2Q: 3 clusters Score -42980.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42991.863281 Penalty: 2973.004883
	Iteration 3Q: 3 clusters Score -42991.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43028.167969 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -43028.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43046.531250 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -43046.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43060.695312 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -43060.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43086.839844 Penalty: 2973.004883
	Iteration 7Q: 3 clusters Score -43086.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43103.335938 Penalty: 2973.004883
	Iteration 8Q: 3 clusters Score -43103.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43142.066406 Penalty: 2973.004883
	Iteration 9Q: 3 clusters Score -43142.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43178.039062 Penalty: 2973.004883
	Iteration 10Q: 3 clusters Score -43178.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43186.902344 Penalty: 2973.004883
	Iteration 11Q: 3 clusters Score -43186.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43194.402344 Penalty: 2973.004883
	Iteration 12Q: 3 clusters Score -43194.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43198.296875 Penalty: 2973.004883
	Iteration 13Q: 3 clusters Score -43198.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43206.871094 Penalty: 2973.004883
	Iteration 14Q: 3 clusters Score -43206.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43241.320312 Penalty: 2973.004883
	Iteration 15Q: 3 clusters Score -43241.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43286.312500 Penalty: 2973.004883
	Iteration 16Q: 3 clusters Score -43286.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43351.757812 Penalty: 2973.004883
	Iteration 17Q: 3 clusters Score -43351.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43362.886719 Penalty: 2973.004883
	Iteration 18Q: 3 clusters Score -43362.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -43365.480469 Penalty: 2973.004883
	Iteration 19Q: 3 clusters Score -43365.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -43365.480469 Penalty: 2973.004883
	Iteration 20F: 3 clusters Score -43365.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21618 members 
Mstep: Class 8 contains 8232 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12741 members 
Mstep: Class 11 contains 167543 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56871 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20264 members 
Mstep: Class 19 contains 62256 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47699 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143471 members 
Mstep: Class 30 contains 24169 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179193 members 
Mstep: Class 33 contains 51925 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971760.000000 Penalty: 152864.640625
Iteration 359Q: 45 clusters Score -1.509718e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21618 members 
Mstep: Class 8 contains 8232 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12740 members 
Mstep: Class 11 contains 167542 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5049 members 
Mstep: Class 14 contains 56871 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20267 members 
Mstep: Class 19 contains 62258 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47699 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143465 members 
Mstep: Class 30 contains 24169 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179193 members 
Mstep: Class 33 contains 51927 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8012 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971728.000000 Penalty: 152864.640625
Iteration 360F: 45 clusters Score -1.509717e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21618 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12740 members 
Mstep: Class 11 contains 167541 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56870 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20272 members 
Mstep: Class 19 contains 62259 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47700 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143461 members 
Mstep: Class 30 contains 24168 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179194 members 
Mstep: Class 33 contains 51928 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971744.000000 Penalty: 152864.640625
Iteration 361Q: 45 clusters Score -1.509717e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21618 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12740 members 
Mstep: Class 11 contains 167543 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56865 members 
Mstep: Class 15 contains 14939 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20272 members 
Mstep: Class 19 contains 62259 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47700 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143462 members 
Mstep: Class 30 contains 24168 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179194 members 
Mstep: Class 33 contains 51927 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8013 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971664.000000 Penalty: 152864.640625
Iteration 362Q: 45 clusters Score -1.509717e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74477 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13205 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21619 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12740 members 
Mstep: Class 11 contains 167541 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56861 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20274 members 
Mstep: Class 19 contains 62260 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47700 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143460 members 
Mstep: Class 30 contains 24167 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179194 members 
Mstep: Class 33 contains 51928 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8013 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971584.000000 Penalty: 152864.640625
Iteration 363Q: 45 clusters Score -1.509716e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13205 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21621 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12740 members 
Mstep: Class 11 contains 167541 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56860 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20275 members 
Mstep: Class 19 contains 62259 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47699 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143461 members 
Mstep: Class 30 contains 24167 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179194 members 
Mstep: Class 33 contains 51927 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8013 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971584.000000 Penalty: 152864.640625
Iteration 364Q: 45 clusters Score -1.509716e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13205 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21623 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12740 members 
Mstep: Class 11 contains 167541 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56858 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20276 members 
Mstep: Class 19 contains 62259 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47699 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143459 members 
Mstep: Class 30 contains 24167 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179196 members 
Mstep: Class 33 contains 51927 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8013 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971616.000000 Penalty: 152864.640625
Iteration 365Q: 45 clusters Score -1.509716e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13205 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21623 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12740 members 
Mstep: Class 11 contains 167539 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56857 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20277 members 
Mstep: Class 19 contains 62259 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47699 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143461 members 
Mstep: Class 30 contains 24167 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179196 members 
Mstep: Class 33 contains 51927 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8013 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971648.000000 Penalty: 152864.640625
Iteration 366Q: 45 clusters Score -1.509716e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13206 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21623 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167540 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56856 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20278 members 
Mstep: Class 19 contains 62259 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47699 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143460 members 
Mstep: Class 30 contains 24167 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179196 members 
Mstep: Class 33 contains 51927 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8013 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971696.000000 Penalty: 152864.640625
Iteration 367Q: 45 clusters Score -1.509717e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13208 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21623 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167541 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56855 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20280 members 
Mstep: Class 19 contains 62259 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47699 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143457 members 
Mstep: Class 30 contains 24166 members 
Mstep: Class 31 contains 3931 members 
Mstep: Class 32 contains 179196 members 
Mstep: Class 33 contains 51927 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8014 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971696.000000 Penalty: 152864.640625
Iteration 368Q: 45 clusters Score -1.509717e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13209 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21623 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167542 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56855 members 
Mstep: Class 15 contains 14941 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20280 members 
Mstep: Class 19 contains 62259 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47698 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10750 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143455 members 
Mstep: Class 30 contains 24164 members 
Mstep: Class 31 contains 3932 members 
Mstep: Class 32 contains 179196 members 
Mstep: Class 33 contains 51927 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8015 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971680.000000 Penalty: 152864.640625
Iteration 369Q: 45 clusters Score -1.509717e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13211 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21623 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167544 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56856 members 
Mstep: Class 15 contains 14941 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20281 members 
Mstep: Class 19 contains 62259 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47696 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143452 members 
Mstep: Class 30 contains 24164 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179195 members 
Mstep: Class 33 contains 51927 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8015 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971728.000000 Penalty: 152864.640625
Iteration 370Q: 45 clusters Score -1.509717e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13209 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 21623 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167546 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56854 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20282 members 
Mstep: Class 19 contains 62261 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47696 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5949 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143452 members 
Mstep: Class 30 contains 24165 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179192 members 
Mstep: Class 33 contains 51927 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8015 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971728.000000 Penalty: 152864.640625
Iteration 371Q: 45 clusters Score -1.509717e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13208 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21623 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167550 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56851 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20284 members 
Mstep: Class 19 contains 62262 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47697 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5949 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143449 members 
Mstep: Class 30 contains 24163 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179194 members 
Mstep: Class 33 contains 51926 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971776.000000 Penalty: 152864.640625
Iteration 372Q: 45 clusters Score -1.509718e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21623 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167552 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56850 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20286 members 
Mstep: Class 19 contains 62263 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47697 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143446 members 
Mstep: Class 30 contains 24163 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179194 members 
Mstep: Class 33 contains 51925 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971824.000000 Penalty: 152864.640625
Iteration 373Q: 45 clusters Score -1.509718e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74475 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21623 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167553 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56848 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20289 members 
Mstep: Class 19 contains 62263 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47697 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143443 members 
Mstep: Class 30 contains 24164 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179194 members 
Mstep: Class 33 contains 51925 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971792.000000 Penalty: 152864.640625
Iteration 374Q: 45 clusters Score -1.509718e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167553 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56847 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20291 members 
Mstep: Class 19 contains 62265 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47697 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143439 members 
Mstep: Class 30 contains 24164 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179194 members 
Mstep: Class 33 contains 51926 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971792.000000 Penalty: 152864.640625
Iteration 375Q: 45 clusters Score -1.509718e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167553 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56849 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20292 members 
Mstep: Class 19 contains 62266 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47697 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143436 members 
Mstep: Class 30 contains 24164 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179195 members 
Mstep: Class 33 contains 51925 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971776.000000 Penalty: 152864.640625
Iteration 376Q: 45 clusters Score -1.509718e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167554 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56847 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20292 members 
Mstep: Class 19 contains 62267 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47697 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143437 members 
Mstep: Class 30 contains 24164 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179194 members 
Mstep: Class 33 contains 51925 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971776.000000 Penalty: 152864.640625
Iteration 377Q: 45 clusters Score -1.509718e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13208 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167553 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56847 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20293 members 
Mstep: Class 19 contains 62269 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47697 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143435 members 
Mstep: Class 30 contains 24164 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179193 members 
Mstep: Class 33 contains 51925 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971808.000000 Penalty: 152864.640625
Iteration 378Q: 45 clusters Score -1.509718e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167553 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56848 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20295 members 
Mstep: Class 19 contains 62270 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47696 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143432 members 
Mstep: Class 30 contains 24164 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179192 members 
Mstep: Class 33 contains 51926 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971776.000000 Penalty: 152864.640625
Iteration 379Q: 45 clusters Score -1.509718e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167553 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56848 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20296 members 
Mstep: Class 19 contains 62270 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47696 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143431 members 
Mstep: Class 30 contains 24164 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179191 members 
Mstep: Class 33 contains 51927 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971792.000000 Penalty: 152864.640625
Iteration 380F: 45 clusters Score -1.509718e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167553 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56847 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20296 members 
Mstep: Class 19 contains 62270 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47696 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143431 members 
Mstep: Class 30 contains 24164 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179191 members 
Mstep: Class 33 contains 51928 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971792.000000 Penalty: 152864.640625
Iteration 381Q: 45 clusters Score -1.509718e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167553 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56847 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20296 members 
Mstep: Class 19 contains 62269 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47696 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143431 members 
Mstep: Class 30 contains 24164 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179191 members 
Mstep: Class 33 contains 51929 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971760.000000 Penalty: 152864.640625
Iteration 382Q: 45 clusters Score -1.509718e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167553 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56847 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20296 members 
Mstep: Class 19 contains 62269 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47696 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143430 members 
Mstep: Class 30 contains 24164 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179191 members 
Mstep: Class 33 contains 51930 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971760.000000 Penalty: 152864.640625
Iteration 383Q: 45 clusters Score -1.509718e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167553 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56847 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20296 members 
Mstep: Class 19 contains 62268 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47696 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143429 members 
Mstep: Class 30 contains 24164 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179191 members 
Mstep: Class 33 contains 51932 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971760.000000 Penalty: 152864.640625
Iteration 384Q: 45 clusters Score -1.509718e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167553 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56847 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20296 members 
Mstep: Class 19 contains 62268 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47696 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143429 members 
Mstep: Class 30 contains 24164 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179191 members 
Mstep: Class 33 contains 51932 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150971760.000000 Penalty: 152864.640625
Iteration 385F: 45 clusters Score -1.509718e+08 nChanged 0
Entering ConstructFrom: 
Score: -150971760.000000 Penalty: 152864.640625
Entering ConstructFrom: 
Trying to split cluster 1 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -103138.734375 Penalty: 1703.773193
	Iteration 0F: 2 clusters Score -103138.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -101359.289062 Penalty: 3407.546387
	Iteration 0F: 3 clusters Score -101359.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101776.859375 Penalty: 3407.546387
	Iteration 1F: 3 clusters Score -101776.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101912.640625 Penalty: 3407.546387
	Iteration 2F: 3 clusters Score -101912.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102040.117188 Penalty: 3407.546387
	Iteration 3Q: 3 clusters Score -102040.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -102202.898438 Penalty: 3407.546387
	Iteration 4F: 3 clusters Score -102202.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102388.828125 Penalty: 3407.546387
	Iteration 5F: 3 clusters Score -102388.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102533.117188 Penalty: 3407.546387
	Iteration 6F: 3 clusters Score -102533.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102628.023438 Penalty: 3407.546387
	Iteration 7Q: 3 clusters Score -102628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -102744.242188 Penalty: 3407.546387
	Iteration 8F: 3 clusters Score -102744.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -102846.468750 Penalty: 3407.546387
	Iteration 9Q: 3 clusters Score -102846.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -102949.421875 Penalty: 3407.546387
	Iteration 10Q: 3 clusters Score -102949.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -103115.859375 Penalty: 3407.546387
	Iteration 11Q: 3 clusters Score -103115.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103245.640625 Penalty: 3407.546387
	Iteration 12Q: 3 clusters Score -103245.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -103325.179688 Penalty: 3407.546387
	Iteration 13Q: 3 clusters Score -103325.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -103482.257812 Penalty: 3407.546387
	Iteration 14Q: 3 clusters Score -103482.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -103668.906250 Penalty: 3407.546387
	Iteration 15Q: 3 clusters Score -103668.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -103786.468750 Penalty: 3407.546387
	Iteration 16Q: 3 clusters Score -103786.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -103888.765625 Penalty: 3407.546387
	Iteration 17Q: 3 clusters Score -103888.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -103927.828125 Penalty: 3407.546387
	Iteration 18Q: 3 clusters Score -103927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -103955.710938 Penalty: 3407.546387
	Iteration 19Q: 3 clusters Score -103955.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -103977.921875 Penalty: 3407.546387
	Iteration 20F: 3 clusters Score -103977.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -104010.953125 Penalty: 3407.546387
	Iteration 21Q: 3 clusters Score -104011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -104054.648438 Penalty: 3407.546387
	Iteration 22Q: 3 clusters Score -104054.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -104081.820312 Penalty: 3407.546387
	Iteration 23Q: 3 clusters Score -104081.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -104150.070312 Penalty: 3407.546387
	Iteration 24Q: 3 clusters Score -104150.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -104169.132812 Penalty: 3407.546387
	Iteration 25Q: 3 clusters Score -104169.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104209.835938 Penalty: 3407.546387
	Iteration 26Q: 3 clusters Score -104209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104258.531250 Penalty: 3407.546387
	Iteration 27Q: 3 clusters Score -104258.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -104263.031250 Penalty: 3407.546387
	Iteration 28Q: 3 clusters Score -104263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -104263.031250 Penalty: 3407.546387
	Iteration 29F: 3 clusters Score -104263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167553 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56847 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20296 members 
Mstep: Class 19 contains 62268 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47696 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143429 members 
Mstep: Class 30 contains 24164 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179191 members 
Mstep: Class 33 contains 51932 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Mstep: Class 45 contains 456 members 
Entering Unmasked Estep 
Score: -150971280.000000 Penalty: 156338.828125
Splitting cluster 1 changes total score from -150971760.000000 to -150971280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (74476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74476 members 
Entering Unmasked Estep 
Score: -9555826.000000 Penalty: 2782.121582
	Iteration 0F: 2 clusters Score -9555826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -9505905.000000 Penalty: 5564.243164
	Iteration 0F: 3 clusters Score -9505905 nChanged 35088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -9525726.000000 Penalty: 5564.243164
	Iteration 1F: 3 clusters Score -9525726 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -9526640.000000 Penalty: 5564.243164
	Iteration 2Q: 3 clusters Score -9526640 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -9527712.000000 Penalty: 5564.243164
	Iteration 3Q: 3 clusters Score -9527712 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -9529007.000000 Penalty: 5564.243164
	Iteration 4Q: 3 clusters Score -9529007 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -9530719.000000 Penalty: 5564.243164
	Iteration 5F: 3 clusters Score -9530719 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -9532900.000000 Penalty: 5564.243164
	Iteration 6F: 3 clusters Score -9532900 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -9535390.000000 Penalty: 5564.243164
	Iteration 7F: 3 clusters Score -9535390 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -9538256.000000 Penalty: 5564.243164
	Iteration 8F: 3 clusters Score -9538256 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -9541572.000000 Penalty: 5564.243164
	Iteration 9F: 3 clusters Score -9541572 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64333 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -9545081.000000 Penalty: 5564.243164
	Iteration 10F: 3 clusters Score -9545081 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -9548263.000000 Penalty: 5564.243164
	Iteration 11Q: 3 clusters Score -9548263 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -9550646.000000 Penalty: 5564.243164
	Iteration 12Q: 3 clusters Score -9550646 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71856 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -9551949.000000 Penalty: 5564.243164
	Iteration 13Q: 3 clusters Score -9551949 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -9552660.000000 Penalty: 5564.243164
	Iteration 14Q: 3 clusters Score -9552660 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72947 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -9553106.000000 Penalty: 5564.243164
	Iteration 15Q: 3 clusters Score -9553106 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -9553327.000000 Penalty: 5564.243164
	Iteration 16Q: 3 clusters Score -9553327 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73245 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -9553466.000000 Penalty: 5564.243164
	Iteration 17Q: 3 clusters Score -9553466 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73312 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9553542.000000 Penalty: 5564.243164
	Iteration 18Q: 3 clusters Score -9553542 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9553556.000000 Penalty: 5564.243164
	Iteration 19Q: 3 clusters Score -9553556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73393 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9553582.000000 Penalty: 5564.243164
	Iteration 20F: 3 clusters Score -9553582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73429 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -9553587.000000 Penalty: 5564.243164
	Iteration 21Q: 3 clusters Score -9553587 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73459 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9553608.000000 Penalty: 5564.243164
	Iteration 22Q: 3 clusters Score -9553608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73480 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -9553618.000000 Penalty: 5564.243164
	Iteration 23Q: 3 clusters Score -9553618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73496 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9553632.000000 Penalty: 5564.243164
	Iteration 24Q: 3 clusters Score -9553632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73509 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9553644.000000 Penalty: 5564.243164
	Iteration 25Q: 3 clusters Score -9553644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9553655.000000 Penalty: 5564.243164
	Iteration 26Q: 3 clusters Score -9553655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -9553658.000000 Penalty: 5564.243164
	Iteration 27Q: 3 clusters Score -9553658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9553656.000000 Penalty: 5564.243164
	Iteration 28Q: 3 clusters Score -9553656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73524 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -9553661.000000 Penalty: 5564.243164
	Iteration 29Q: 3 clusters Score -9553661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73526 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9553664.000000 Penalty: 5564.243164
	Iteration 30Q: 3 clusters Score -9553664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73526 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9553664.000000 Penalty: 5564.243164
	Iteration 31F: 3 clusters Score -9553664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -282131.718750 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -282131.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -279311.031250 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -279311 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -279842.281250 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -279842.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -280011.125000 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -280011.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -280091.468750 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -280091.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -280143.781250 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -280143.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -280181.312500 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -280181.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -280215.562500 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -280215.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -280240.125000 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -280240.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -280256.406250 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -280256.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -280271.687500 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -280271.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -280282.937500 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -280282.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -280289.375000 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -280289.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -280295.718750 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -280295.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -280301.000000 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -280301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -280303.468750 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -280303.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -280305.968750 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -280306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -280308.250000 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -280308.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -280314.843750 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -280314.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -280319.906250 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -280319.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -280323.531250 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -280323.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -280325.968750 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -280326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -280329.343750 Penalty: 3838.722168
	Iteration 21Q: 3 clusters Score -280329.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -280333.125000 Penalty: 3838.722168
	Iteration 22Q: 3 clusters Score -280333.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -280335.156250 Penalty: 3838.722168
	Iteration 23Q: 3 clusters Score -280335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -280336.031250 Penalty: 3838.722168
	Iteration 24Q: 3 clusters Score -280336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -280337.468750 Penalty: 3838.722168
	Iteration 25Q: 3 clusters Score -280337.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -280338.187500 Penalty: 3838.722168
	Iteration 26Q: 3 clusters Score -280338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -280338.343750 Penalty: 3838.722168
	Iteration 27Q: 3 clusters Score -280338.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -280338.343750 Penalty: 3838.722168
	Iteration 28F: 3 clusters Score -280338.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Entering Unmasked Estep 
Score: -1598372.000000 Penalty: 2353.148682
	Iteration 0F: 2 clusters Score -1598372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1588705.625000 Penalty: 4706.297363
	Iteration 0F: 3 clusters Score -1588706 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1591956.375000 Penalty: 4706.297363
	Iteration 1F: 3 clusters Score -1591956 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1592623.000000 Penalty: 4706.297363
	Iteration 2F: 3 clusters Score -1592623 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1593202.375000 Penalty: 4706.297363
	Iteration 3F: 3 clusters Score -1593202 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1593742.875000 Penalty: 4706.297363
	Iteration 4F: 3 clusters Score -1593743 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1594212.250000 Penalty: 4706.297363
	Iteration 5F: 3 clusters Score -1594212 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1594596.625000 Penalty: 4706.297363
	Iteration 6Q: 3 clusters Score -1594597 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1594886.875000 Penalty: 4706.297363
	Iteration 7Q: 3 clusters Score -1594887 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1595078.875000 Penalty: 4706.297363
	Iteration 8Q: 3 clusters Score -1595079 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1595222.875000 Penalty: 4706.297363
	Iteration 9Q: 3 clusters Score -1595223 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1595331.750000 Penalty: 4706.297363
	Iteration 10Q: 3 clusters Score -1595332 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1595413.625000 Penalty: 4706.297363
	Iteration 11Q: 3 clusters Score -1595414 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1595486.625000 Penalty: 4706.297363
	Iteration 12Q: 3 clusters Score -1595487 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1595555.250000 Penalty: 4706.297363
	Iteration 13Q: 3 clusters Score -1595555 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1595600.875000 Penalty: 4706.297363
	Iteration 14Q: 3 clusters Score -1595601 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1595637.750000 Penalty: 4706.297363
	Iteration 15Q: 3 clusters Score -1595638 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1595666.500000 Penalty: 4706.297363
	Iteration 16Q: 3 clusters Score -1595666 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1595686.750000 Penalty: 4706.297363
	Iteration 17Q: 3 clusters Score -1595687 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1595714.250000 Penalty: 4706.297363
	Iteration 18Q: 3 clusters Score -1595714 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1595733.250000 Penalty: 4706.297363
	Iteration 19Q: 3 clusters Score -1595733 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1595756.625000 Penalty: 4706.297363
	Iteration 20F: 3 clusters Score -1595757 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1595779.500000 Penalty: 4706.297363
	Iteration 21Q: 3 clusters Score -1595780 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1595811.375000 Penalty: 4706.297363
	Iteration 22Q: 3 clusters Score -1595811 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1595849.500000 Penalty: 4706.297363
	Iteration 23Q: 3 clusters Score -1595850 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1595893.875000 Penalty: 4706.297363
	Iteration 24Q: 3 clusters Score -1595894 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1595947.750000 Penalty: 4706.297363
	Iteration 25Q: 3 clusters Score -1595948 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1595995.375000 Penalty: 4706.297363
	Iteration 26Q: 3 clusters Score -1595995 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1596049.875000 Penalty: 4706.297363
	Iteration 27Q: 3 clusters Score -1596050 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1596099.750000 Penalty: 4706.297363
	Iteration 28Q: 3 clusters Score -1596100 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1596128.125000 Penalty: 4706.297363
	Iteration 29Q: 3 clusters Score -1596128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1596160.250000 Penalty: 4706.297363
	Iteration 30Q: 3 clusters Score -1596160 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1596191.125000 Penalty: 4706.297363
	Iteration 31Q: 3 clusters Score -1596191 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1596225.000000 Penalty: 4706.297363
	Iteration 32Q: 3 clusters Score -1596225 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1596249.250000 Penalty: 4706.297363
	Iteration 33Q: 3 clusters Score -1596249 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1596274.000000 Penalty: 4706.297363
	Iteration 34Q: 3 clusters Score -1596274 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1596292.250000 Penalty: 4706.297363
	Iteration 35Q: 3 clusters Score -1596292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1596312.375000 Penalty: 4706.297363
	Iteration 36Q: 3 clusters Score -1596312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1596331.750000 Penalty: 4706.297363
	Iteration 37Q: 3 clusters Score -1596332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1596352.750000 Penalty: 4706.297363
	Iteration 38Q: 3 clusters Score -1596353 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1596364.875000 Penalty: 4706.297363
	Iteration 39Q: 3 clusters Score -1596365 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1596380.000000 Penalty: 4706.297363
	Iteration 40F: 3 clusters Score -1596380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1596394.000000 Penalty: 4706.297363
	Iteration 41Q: 3 clusters Score -1596394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1596406.625000 Penalty: 4706.297363
	Iteration 42Q: 3 clusters Score -1596407 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1596425.000000 Penalty: 4706.297363
	Iteration 43Q: 3 clusters Score -1596425 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1596430.750000 Penalty: 4706.297363
	Iteration 44Q: 3 clusters Score -1596431 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1596440.500000 Penalty: 4706.297363
	Iteration 45Q: 3 clusters Score -1596440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1596450.875000 Penalty: 4706.297363
	Iteration 46Q: 3 clusters Score -1596451 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1596462.750000 Penalty: 4706.297363
	Iteration 47Q: 3 clusters Score -1596463 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1596471.250000 Penalty: 4706.297363
	Iteration 48Q: 3 clusters Score -1596471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1596478.125000 Penalty: 4706.297363
	Iteration 49Q: 3 clusters Score -1596478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1596487.375000 Penalty: 4706.297363
	Iteration 50Q: 3 clusters Score -1596487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1596493.875000 Penalty: 4706.297363
	Iteration 51Q: 3 clusters Score -1596494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1596497.125000 Penalty: 4706.297363
	Iteration 52Q: 3 clusters Score -1596497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1596505.500000 Penalty: 4706.297363
	Iteration 53Q: 3 clusters Score -1596506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1596508.125000 Penalty: 4706.297363
	Iteration 54Q: 3 clusters Score -1596508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1596512.375000 Penalty: 4706.297363
	Iteration 55Q: 3 clusters Score -1596512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1596515.250000 Penalty: 4706.297363
	Iteration 56Q: 3 clusters Score -1596515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1596525.375000 Penalty: 4706.297363
	Iteration 57Q: 3 clusters Score -1596525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1596532.375000 Penalty: 4706.297363
	Iteration 58Q: 3 clusters Score -1596532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1596537.500000 Penalty: 4706.297363
	Iteration 59Q: 3 clusters Score -1596538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1596548.000000 Penalty: 4706.297363
	Iteration 60F: 3 clusters Score -1596548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1596555.250000 Penalty: 4706.297363
	Iteration 61Q: 3 clusters Score -1596555 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1596567.375000 Penalty: 4706.297363
	Iteration 62Q: 3 clusters Score -1596567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1596572.250000 Penalty: 4706.297363
	Iteration 63Q: 3 clusters Score -1596572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1596573.250000 Penalty: 4706.297363
	Iteration 64Q: 3 clusters Score -1596573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1596578.250000 Penalty: 4706.297363
	Iteration 65Q: 3 clusters Score -1596578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1596583.375000 Penalty: 4706.297363
	Iteration 66Q: 3 clusters Score -1596583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1596586.125000 Penalty: 4706.297363
	Iteration 67Q: 3 clusters Score -1596586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1596586.250000 Penalty: 4706.297363
	Iteration 68Q: 3 clusters Score -1596586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1596591.750000 Penalty: 4706.297363
	Iteration 69Q: 3 clusters Score -1596592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1596594.125000 Penalty: 4706.297363
	Iteration 70Q: 3 clusters Score -1596594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1596595.875000 Penalty: 4706.297363
	Iteration 71Q: 3 clusters Score -1596596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1596600.500000 Penalty: 4706.297363
	Iteration 72Q: 3 clusters Score -1596600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1596601.125000 Penalty: 4706.297363
	Iteration 73Q: 3 clusters Score -1596601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1596604.125000 Penalty: 4706.297363
	Iteration 74Q: 3 clusters Score -1596604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1596605.625000 Penalty: 4706.297363
	Iteration 75Q: 3 clusters Score -1596606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1596608.000000 Penalty: 4706.297363
	Iteration 76Q: 3 clusters Score -1596608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1596609.125000 Penalty: 4706.297363
	Iteration 77Q: 3 clusters Score -1596609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1596607.750000 Penalty: 4706.297363
	Iteration 78Q: 3 clusters Score -1596608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1596606.625000 Penalty: 4706.297363
	Iteration 79Q: 3 clusters Score -1596607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1596608.250000 Penalty: 4706.297363
	Iteration 80F: 3 clusters Score -1596608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1596611.625000 Penalty: 4706.297363
	Iteration 81Q: 3 clusters Score -1596612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1596616.250000 Penalty: 4706.297363
	Iteration 82Q: 3 clusters Score -1596616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1596614.500000 Penalty: 4706.297363
	Iteration 83Q: 3 clusters Score -1596614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1596613.375000 Penalty: 4706.297363
	Iteration 84Q: 3 clusters Score -1596613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1596611.750000 Penalty: 4706.297363
	Iteration 85Q: 3 clusters Score -1596612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1596614.875000 Penalty: 4706.297363
	Iteration 86Q: 3 clusters Score -1596615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1596614.750000 Penalty: 4706.297363
	Iteration 87Q: 3 clusters Score -1596615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1596614.250000 Penalty: 4706.297363
	Iteration 88Q: 3 clusters Score -1596614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1596615.125000 Penalty: 4706.297363
	Iteration 89Q: 3 clusters Score -1596615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1596617.875000 Penalty: 4706.297363
	Iteration 90Q: 3 clusters Score -1596618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1596615.375000 Penalty: 4706.297363
	Iteration 91Q: 3 clusters Score -1596615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1596619.625000 Penalty: 4706.297363
	Iteration 92Q: 3 clusters Score -1596620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1596618.625000 Penalty: 4706.297363
	Iteration 93Q: 3 clusters Score -1596619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1596621.000000 Penalty: 4706.297363
	Iteration 94Q: 3 clusters Score -1596621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1596622.375000 Penalty: 4706.297363
	Iteration 95Q: 3 clusters Score -1596622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1596622.375000 Penalty: 4706.297363
	Iteration 96F: 3 clusters Score -1596622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Entering Unmasked Estep 
Score: -1814941.500000 Penalty: 2374.475342
	Iteration 0F: 2 clusters Score -1814942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1804559.250000 Penalty: 4748.950684
	Iteration 0F: 3 clusters Score -1804559 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1808090.125000 Penalty: 4748.950684
	Iteration 1F: 3 clusters Score -1808090 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1808803.250000 Penalty: 4748.950684
	Iteration 2F: 3 clusters Score -1808803 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1809394.000000 Penalty: 4748.950684
	Iteration 3F: 3 clusters Score -1809394 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1809852.125000 Penalty: 4748.950684
	Iteration 4F: 3 clusters Score -1809852 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1810266.000000 Penalty: 4748.950684
	Iteration 5F: 3 clusters Score -1810266 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1810595.375000 Penalty: 4748.950684
	Iteration 6Q: 3 clusters Score -1810595 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1810884.625000 Penalty: 4748.950684
	Iteration 7Q: 3 clusters Score -1810885 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1811098.125000 Penalty: 4748.950684
	Iteration 8Q: 3 clusters Score -1811098 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1811289.875000 Penalty: 4748.950684
	Iteration 9Q: 3 clusters Score -1811290 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1811468.000000 Penalty: 4748.950684
	Iteration 10Q: 3 clusters Score -1811468 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1811599.500000 Penalty: 4748.950684
	Iteration 11Q: 3 clusters Score -1811600 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1811709.875000 Penalty: 4748.950684
	Iteration 12Q: 3 clusters Score -1811710 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1811768.375000 Penalty: 4748.950684
	Iteration 13Q: 3 clusters Score -1811768 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1811818.375000 Penalty: 4748.950684
	Iteration 14Q: 3 clusters Score -1811818 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1811857.750000 Penalty: 4748.950684
	Iteration 15Q: 3 clusters Score -1811858 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1811900.125000 Penalty: 4748.950684
	Iteration 16Q: 3 clusters Score -1811900 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1811932.750000 Penalty: 4748.950684
	Iteration 17Q: 3 clusters Score -1811933 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1811971.875000 Penalty: 4748.950684
	Iteration 18Q: 3 clusters Score -1811972 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1811995.875000 Penalty: 4748.950684
	Iteration 19Q: 3 clusters Score -1811996 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1812024.125000 Penalty: 4748.950684
	Iteration 20F: 3 clusters Score -1812024 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1812058.875000 Penalty: 4748.950684
	Iteration 21Q: 3 clusters Score -1812059 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1812085.625000 Penalty: 4748.950684
	Iteration 22Q: 3 clusters Score -1812086 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1812118.250000 Penalty: 4748.950684
	Iteration 23Q: 3 clusters Score -1812118 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1812145.500000 Penalty: 4748.950684
	Iteration 24Q: 3 clusters Score -1812146 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1812184.625000 Penalty: 4748.950684
	Iteration 25Q: 3 clusters Score -1812185 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1812229.125000 Penalty: 4748.950684
	Iteration 26Q: 3 clusters Score -1812229 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1812268.500000 Penalty: 4748.950684
	Iteration 27Q: 3 clusters Score -1812268 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1812310.500000 Penalty: 4748.950684
	Iteration 28Q: 3 clusters Score -1812310 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1812372.375000 Penalty: 4748.950684
	Iteration 29Q: 3 clusters Score -1812372 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1812436.125000 Penalty: 4748.950684
	Iteration 30Q: 3 clusters Score -1812436 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1812517.625000 Penalty: 4748.950684
	Iteration 31Q: 3 clusters Score -1812518 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1812607.125000 Penalty: 4748.950684
	Iteration 32Q: 3 clusters Score -1812607 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1812690.875000 Penalty: 4748.950684
	Iteration 33Q: 3 clusters Score -1812691 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1812773.250000 Penalty: 4748.950684
	Iteration 34Q: 3 clusters Score -1812773 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1812853.375000 Penalty: 4748.950684
	Iteration 35Q: 3 clusters Score -1812853 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1812931.250000 Penalty: 4748.950684
	Iteration 36Q: 3 clusters Score -1812931 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1812994.500000 Penalty: 4748.950684
	Iteration 37Q: 3 clusters Score -1812994 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1813057.750000 Penalty: 4748.950684
	Iteration 38Q: 3 clusters Score -1813058 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1813113.875000 Penalty: 4748.950684
	Iteration 39Q: 3 clusters Score -1813114 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1813179.250000 Penalty: 4748.950684
	Iteration 40F: 3 clusters Score -1813179 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1813248.625000 Penalty: 4748.950684
	Iteration 41Q: 3 clusters Score -1813249 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1813305.125000 Penalty: 4748.950684
	Iteration 42Q: 3 clusters Score -1813305 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1813367.625000 Penalty: 4748.950684
	Iteration 43Q: 3 clusters Score -1813368 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1813426.125000 Penalty: 4748.950684
	Iteration 44Q: 3 clusters Score -1813426 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1813491.000000 Penalty: 4748.950684
	Iteration 45Q: 3 clusters Score -1813491 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1813543.500000 Penalty: 4748.950684
	Iteration 46Q: 3 clusters Score -1813544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1813598.500000 Penalty: 4748.950684
	Iteration 47Q: 3 clusters Score -1813598 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1813671.625000 Penalty: 4748.950684
	Iteration 48Q: 3 clusters Score -1813672 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1813753.750000 Penalty: 4748.950684
	Iteration 49Q: 3 clusters Score -1813754 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1813842.750000 Penalty: 4748.950684
	Iteration 50Q: 3 clusters Score -1813843 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1813907.625000 Penalty: 4748.950684
	Iteration 51Q: 3 clusters Score -1813908 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1813948.250000 Penalty: 4748.950684
	Iteration 52Q: 3 clusters Score -1813948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1813965.625000 Penalty: 4748.950684
	Iteration 53Q: 3 clusters Score -1813966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1813982.375000 Penalty: 4748.950684
	Iteration 54Q: 3 clusters Score -1813982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1813996.625000 Penalty: 4748.950684
	Iteration 55Q: 3 clusters Score -1813997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1814000.500000 Penalty: 4748.950684
	Iteration 56Q: 3 clusters Score -1814000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1814001.500000 Penalty: 4748.950684
	Iteration 57Q: 3 clusters Score -1814002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1814001.875000 Penalty: 4748.950684
	Iteration 58Q: 3 clusters Score -1814002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1813999.750000 Penalty: 4748.950684
	Iteration 59Q: 3 clusters Score -1814000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1814000.000000 Penalty: 4748.950684
	Iteration 60F: 3 clusters Score -1814000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1814001.625000 Penalty: 4748.950684
	Iteration 61Q: 3 clusters Score -1814002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1814001.875000 Penalty: 4748.950684
	Iteration 62Q: 3 clusters Score -1814002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1814003.125000 Penalty: 4748.950684
	Iteration 63Q: 3 clusters Score -1814003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1814003.750000 Penalty: 4748.950684
	Iteration 64Q: 3 clusters Score -1814004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1814004.875000 Penalty: 4748.950684
	Iteration 65Q: 3 clusters Score -1814005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1814009.625000 Penalty: 4748.950684
	Iteration 66Q: 3 clusters Score -1814010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1814014.500000 Penalty: 4748.950684
	Iteration 67Q: 3 clusters Score -1814014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1814012.625000 Penalty: 4748.950684
	Iteration 68Q: 3 clusters Score -1814013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1814012.125000 Penalty: 4748.950684
	Iteration 69Q: 3 clusters Score -1814012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1814012.125000 Penalty: 4748.950684
	Iteration 70F: 3 clusters Score -1814012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Entering Unmasked Estep 
Score: -467667.312500 Penalty: 2057.234131
	Iteration 0F: 2 clusters Score -467667.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -463868.968750 Penalty: 4114.468262
	Iteration 0F: 3 clusters Score -463869 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -464981.562500 Penalty: 4114.468262
	Iteration 1F: 3 clusters Score -464981.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -465392.875000 Penalty: 4114.468262
	Iteration 2F: 3 clusters Score -465392.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -465802.812500 Penalty: 4114.468262
	Iteration 3F: 3 clusters Score -465802.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -466138.843750 Penalty: 4114.468262
	Iteration 4F: 3 clusters Score -466138.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -466446.437500 Penalty: 4114.468262
	Iteration 5F: 3 clusters Score -466446.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -466674.562500 Penalty: 4114.468262
	Iteration 6F: 3 clusters Score -466674.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -466864.625000 Penalty: 4114.468262
	Iteration 7Q: 3 clusters Score -466864.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -467033.843750 Penalty: 4114.468262
	Iteration 8Q: 3 clusters Score -467033.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -467195.812500 Penalty: 4114.468262
	Iteration 9Q: 3 clusters Score -467195.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -467361.250000 Penalty: 4114.468262
	Iteration 10Q: 3 clusters Score -467361.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -467483.812500 Penalty: 4114.468262
	Iteration 11Q: 3 clusters Score -467483.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -467587.375000 Penalty: 4114.468262
	Iteration 12Q: 3 clusters Score -467587.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -467661.281250 Penalty: 4114.468262
	Iteration 13Q: 3 clusters Score -467661.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -467715.625000 Penalty: 4114.468262
	Iteration 14Q: 3 clusters Score -467715.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -467745.750000 Penalty: 4114.468262
	Iteration 15Q: 3 clusters Score -467745.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -467764.312500 Penalty: 4114.468262
	Iteration 16Q: 3 clusters Score -467764.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -467771.406250 Penalty: 4114.468262
	Iteration 17Q: 3 clusters Score -467771.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -467779.156250 Penalty: 4114.468262
	Iteration 18Q: 3 clusters Score -467779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -467784.062500 Penalty: 4114.468262
	Iteration 19Q: 3 clusters Score -467784.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -467790.781250 Penalty: 4114.468262
	Iteration 20F: 3 clusters Score -467790.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -467795.250000 Penalty: 4114.468262
	Iteration 21Q: 3 clusters Score -467795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -467799.750000 Penalty: 4114.468262
	Iteration 22Q: 3 clusters Score -467799.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -467802.125000 Penalty: 4114.468262
	Iteration 23Q: 3 clusters Score -467802.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -467802.437500 Penalty: 4114.468262
	Iteration 24Q: 3 clusters Score -467802.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -467802.437500 Penalty: 4114.468262
	Iteration 25F: 3 clusters Score -467802.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167553 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56847 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20296 members 
Mstep: Class 19 contains 62268 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47696 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143429 members 
Mstep: Class 30 contains 24164 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179191 members 
Mstep: Class 33 contains 51932 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Mstep: Class 45 contains 3647 members 
Entering Unmasked Estep 
Score: -150970448.000000 Penalty: 156338.828125
Splitting cluster 6 changes total score from -150971760.000000 to -150970448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (21622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Entering Unmasked Estep 
Score: -2619429.500000 Penalty: 2475.403564
	Iteration 0F: 2 clusters Score -2619430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2604212.000000 Penalty: 4950.807129
	Iteration 0F: 3 clusters Score -2604212 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2609584.500000 Penalty: 4950.807129
	Iteration 1F: 3 clusters Score -2609584 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2610250.000000 Penalty: 4950.807129
	Iteration 2F: 3 clusters Score -2610250 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2610870.250000 Penalty: 4950.807129
	Iteration 3F: 3 clusters Score -2610870 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2611511.250000 Penalty: 4950.807129
	Iteration 4F: 3 clusters Score -2611511 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2612179.500000 Penalty: 4950.807129
	Iteration 5F: 3 clusters Score -2612180 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2612823.750000 Penalty: 4950.807129
	Iteration 6F: 3 clusters Score -2612824 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2613401.500000 Penalty: 4950.807129
	Iteration 7Q: 3 clusters Score -2613402 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2613920.500000 Penalty: 4950.807129
	Iteration 8Q: 3 clusters Score -2613920 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2614443.750000 Penalty: 4950.807129
	Iteration 9Q: 3 clusters Score -2614444 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2614905.000000 Penalty: 4950.807129
	Iteration 10Q: 3 clusters Score -2614905 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2615175.250000 Penalty: 4950.807129
	Iteration 11Q: 3 clusters Score -2615175 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2615349.750000 Penalty: 4950.807129
	Iteration 12Q: 3 clusters Score -2615350 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2615477.250000 Penalty: 4950.807129
	Iteration 13Q: 3 clusters Score -2615477 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2615581.000000 Penalty: 4950.807129
	Iteration 14Q: 3 clusters Score -2615581 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2615662.250000 Penalty: 4950.807129
	Iteration 15Q: 3 clusters Score -2615662 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2615752.000000 Penalty: 4950.807129
	Iteration 16Q: 3 clusters Score -2615752 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2615826.000000 Penalty: 4950.807129
	Iteration 17Q: 3 clusters Score -2615826 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2615876.500000 Penalty: 4950.807129
	Iteration 18Q: 3 clusters Score -2615876 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2615921.750000 Penalty: 4950.807129
	Iteration 19Q: 3 clusters Score -2615922 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2615973.750000 Penalty: 4950.807129
	Iteration 20F: 3 clusters Score -2615974 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2616030.750000 Penalty: 4950.807129
	Iteration 21Q: 3 clusters Score -2616031 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2616076.500000 Penalty: 4950.807129
	Iteration 22Q: 3 clusters Score -2616076 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2616111.750000 Penalty: 4950.807129
	Iteration 23Q: 3 clusters Score -2616112 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2616134.250000 Penalty: 4950.807129
	Iteration 24Q: 3 clusters Score -2616134 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2616157.750000 Penalty: 4950.807129
	Iteration 25Q: 3 clusters Score -2616158 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2616181.500000 Penalty: 4950.807129
	Iteration 26Q: 3 clusters Score -2616182 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2616190.750000 Penalty: 4950.807129
	Iteration 27Q: 3 clusters Score -2616191 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2616201.750000 Penalty: 4950.807129
	Iteration 28Q: 3 clusters Score -2616202 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2616202.750000 Penalty: 4950.807129
	Iteration 29Q: 3 clusters Score -2616203 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2616211.750000 Penalty: 4950.807129
	Iteration 30Q: 3 clusters Score -2616212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2616233.250000 Penalty: 4950.807129
	Iteration 31Q: 3 clusters Score -2616233 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2616234.000000 Penalty: 4950.807129
	Iteration 32Q: 3 clusters Score -2616234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2616243.750000 Penalty: 4950.807129
	Iteration 33Q: 3 clusters Score -2616244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2616249.750000 Penalty: 4950.807129
	Iteration 34Q: 3 clusters Score -2616250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2616249.500000 Penalty: 4950.807129
	Iteration 35Q: 3 clusters Score -2616250 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2616262.500000 Penalty: 4950.807129
	Iteration 36Q: 3 clusters Score -2616262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2616274.000000 Penalty: 4950.807129
	Iteration 37Q: 3 clusters Score -2616274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2616277.250000 Penalty: 4950.807129
	Iteration 38Q: 3 clusters Score -2616277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2616269.500000 Penalty: 4950.807129
	Iteration 39Q: 3 clusters Score -2616270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2616277.750000 Penalty: 4950.807129
	Iteration 40F: 3 clusters Score -2616278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2616276.250000 Penalty: 4950.807129
	Iteration 41Q: 3 clusters Score -2616276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2616275.250000 Penalty: 4950.807129
	Iteration 42Q: 3 clusters Score -2616275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2616280.750000 Penalty: 4950.807129
	Iteration 43Q: 3 clusters Score -2616281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2616281.500000 Penalty: 4950.807129
	Iteration 44Q: 3 clusters Score -2616282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2616288.750000 Penalty: 4950.807129
	Iteration 45Q: 3 clusters Score -2616289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2616295.250000 Penalty: 4950.807129
	Iteration 46Q: 3 clusters Score -2616295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2616290.000000 Penalty: 4950.807129
	Iteration 47Q: 3 clusters Score -2616290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2616291.000000 Penalty: 4950.807129
	Iteration 48Q: 3 clusters Score -2616291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2616293.500000 Penalty: 4950.807129
	Iteration 49Q: 3 clusters Score -2616294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2616292.250000 Penalty: 4950.807129
	Iteration 50Q: 3 clusters Score -2616292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2616291.750000 Penalty: 4950.807129
	Iteration 51Q: 3 clusters Score -2616292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2616296.250000 Penalty: 4950.807129
	Iteration 52Q: 3 clusters Score -2616296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2616291.000000 Penalty: 4950.807129
	Iteration 53Q: 3 clusters Score -2616291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2616293.250000 Penalty: 4950.807129
	Iteration 54Q: 3 clusters Score -2616293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2616291.250000 Penalty: 4950.807129
	Iteration 55Q: 3 clusters Score -2616291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2616294.500000 Penalty: 4950.807129
	Iteration 56Q: 3 clusters Score -2616294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2616297.250000 Penalty: 4950.807129
	Iteration 57Q: 3 clusters Score -2616297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2616295.000000 Penalty: 4950.807129
	Iteration 58Q: 3 clusters Score -2616295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2616291.750000 Penalty: 4950.807129
	Iteration 59Q: 3 clusters Score -2616292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2616298.750000 Penalty: 4950.807129
	Iteration 60F: 3 clusters Score -2616299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2616295.500000 Penalty: 4950.807129
	Iteration 61Q: 3 clusters Score -2616296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2616294.000000 Penalty: 4950.807129
	Iteration 62Q: 3 clusters Score -2616294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2616295.750000 Penalty: 4950.807129
	Iteration 63Q: 3 clusters Score -2616296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2616297.000000 Penalty: 4950.807129
	Iteration 64Q: 3 clusters Score -2616297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2616295.000000 Penalty: 4950.807129
	Iteration 65Q: 3 clusters Score -2616295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2616290.500000 Penalty: 4950.807129
	Iteration 66Q: 3 clusters Score -2616290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2616292.500000 Penalty: 4950.807129
	Iteration 67Q: 3 clusters Score -2616292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2616301.000000 Penalty: 4950.807129
	Iteration 68Q: 3 clusters Score -2616301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2616303.500000 Penalty: 4950.807129
	Iteration 69Q: 3 clusters Score -2616304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2616301.500000 Penalty: 4950.807129
	Iteration 70Q: 3 clusters Score -2616302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2616307.250000 Penalty: 4950.807129
	Iteration 71Q: 3 clusters Score -2616307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2616304.500000 Penalty: 4950.807129
	Iteration 72Q: 3 clusters Score -2616304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2616301.750000 Penalty: 4950.807129
	Iteration 73Q: 3 clusters Score -2616302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2616297.250000 Penalty: 4950.807129
	Iteration 74Q: 3 clusters Score -2616297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2616300.750000 Penalty: 4950.807129
	Iteration 75Q: 3 clusters Score -2616301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2616301.750000 Penalty: 4950.807129
	Iteration 76Q: 3 clusters Score -2616302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2616302.750000 Penalty: 4950.807129
	Iteration 77Q: 3 clusters Score -2616303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2616300.750000 Penalty: 4950.807129
	Iteration 78Q: 3 clusters Score -2616301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2616304.250000 Penalty: 4950.807129
	Iteration 79Q: 3 clusters Score -2616304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2616300.750000 Penalty: 4950.807129
	Iteration 80F: 3 clusters Score -2616301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2616298.250000 Penalty: 4950.807129
	Iteration 81Q: 3 clusters Score -2616298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2616298.250000 Penalty: 4950.807129
	Iteration 82Q: 3 clusters Score -2616298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2616298.500000 Penalty: 4950.807129
	Iteration 83Q: 3 clusters Score -2616298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2616298.000000 Penalty: 4950.807129
	Iteration 84Q: 3 clusters Score -2616298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2616298.000000 Penalty: 4950.807129
	Iteration 85F: 3 clusters Score -2616298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Entering Unmasked Estep 
Score: -910625.062500 Penalty: 2235.974854
	Iteration 0F: 2 clusters Score -910625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -904210.687500 Penalty: 4471.949707
	Iteration 0F: 3 clusters Score -904210.7 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -906290.812500 Penalty: 4471.949707
	Iteration 1F: 3 clusters Score -906290.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -906874.750000 Penalty: 4471.949707
	Iteration 2F: 3 clusters Score -906874.8 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -907497.437500 Penalty: 4471.949707
	Iteration 3F: 3 clusters Score -907497.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -908071.812500 Penalty: 4471.949707
	Iteration 4F: 3 clusters Score -908071.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -908573.187500 Penalty: 4471.949707
	Iteration 5F: 3 clusters Score -908573.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -908946.375000 Penalty: 4471.949707
	Iteration 6F: 3 clusters Score -908946.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -909186.750000 Penalty: 4471.949707
	Iteration 7Q: 3 clusters Score -909186.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -909331.000000 Penalty: 4471.949707
	Iteration 8Q: 3 clusters Score -909331 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -909439.750000 Penalty: 4471.949707
	Iteration 9Q: 3 clusters Score -909439.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -909506.125000 Penalty: 4471.949707
	Iteration 10Q: 3 clusters Score -909506.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -909543.812500 Penalty: 4471.949707
	Iteration 11Q: 3 clusters Score -909543.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -909582.875000 Penalty: 4471.949707
	Iteration 12Q: 3 clusters Score -909582.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -909613.375000 Penalty: 4471.949707
	Iteration 13Q: 3 clusters Score -909613.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -909628.250000 Penalty: 4471.949707
	Iteration 14Q: 3 clusters Score -909628.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -909637.937500 Penalty: 4471.949707
	Iteration 15Q: 3 clusters Score -909637.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -909650.812500 Penalty: 4471.949707
	Iteration 16Q: 3 clusters Score -909650.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -909655.187500 Penalty: 4471.949707
	Iteration 17Q: 3 clusters Score -909655.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -909662.687500 Penalty: 4471.949707
	Iteration 18Q: 3 clusters Score -909662.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -909671.812500 Penalty: 4471.949707
	Iteration 19Q: 3 clusters Score -909671.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -909679.437500 Penalty: 4471.949707
	Iteration 20F: 3 clusters Score -909679.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -909685.062500 Penalty: 4471.949707
	Iteration 21Q: 3 clusters Score -909685.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -909692.312500 Penalty: 4471.949707
	Iteration 22Q: 3 clusters Score -909692.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -909696.687500 Penalty: 4471.949707
	Iteration 23Q: 3 clusters Score -909696.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -909701.937500 Penalty: 4471.949707
	Iteration 24Q: 3 clusters Score -909701.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -909706.562500 Penalty: 4471.949707
	Iteration 25Q: 3 clusters Score -909706.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -909714.000000 Penalty: 4471.949707
	Iteration 26Q: 3 clusters Score -909714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -909713.625000 Penalty: 4471.949707
	Iteration 27Q: 3 clusters Score -909713.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -909717.187500 Penalty: 4471.949707
	Iteration 28Q: 3 clusters Score -909717.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -909723.375000 Penalty: 4471.949707
	Iteration 29Q: 3 clusters Score -909723.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -909733.562500 Penalty: 4471.949707
	Iteration 30Q: 3 clusters Score -909733.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -909742.250000 Penalty: 4471.949707
	Iteration 31Q: 3 clusters Score -909742.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -909751.625000 Penalty: 4471.949707
	Iteration 32Q: 3 clusters Score -909751.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -909766.562500 Penalty: 4471.949707
	Iteration 33Q: 3 clusters Score -909766.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -909778.812500 Penalty: 4471.949707
	Iteration 34Q: 3 clusters Score -909778.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -909794.625000 Penalty: 4471.949707
	Iteration 35Q: 3 clusters Score -909794.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -909815.750000 Penalty: 4471.949707
	Iteration 36Q: 3 clusters Score -909815.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -909832.875000 Penalty: 4471.949707
	Iteration 37Q: 3 clusters Score -909832.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -909849.500000 Penalty: 4471.949707
	Iteration 38Q: 3 clusters Score -909849.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -909868.062500 Penalty: 4471.949707
	Iteration 39Q: 3 clusters Score -909868.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -909878.625000 Penalty: 4471.949707
	Iteration 40F: 3 clusters Score -909878.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -909893.437500 Penalty: 4471.949707
	Iteration 41Q: 3 clusters Score -909893.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -909902.625000 Penalty: 4471.949707
	Iteration 42Q: 3 clusters Score -909902.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -909914.500000 Penalty: 4471.949707
	Iteration 43Q: 3 clusters Score -909914.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -909919.875000 Penalty: 4471.949707
	Iteration 44Q: 3 clusters Score -909919.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -909927.750000 Penalty: 4471.949707
	Iteration 45Q: 3 clusters Score -909927.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -909934.125000 Penalty: 4471.949707
	Iteration 46Q: 3 clusters Score -909934.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -909942.937500 Penalty: 4471.949707
	Iteration 47Q: 3 clusters Score -909942.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -909945.875000 Penalty: 4471.949707
	Iteration 48Q: 3 clusters Score -909945.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -909949.812500 Penalty: 4471.949707
	Iteration 49Q: 3 clusters Score -909949.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -909953.250000 Penalty: 4471.949707
	Iteration 50Q: 3 clusters Score -909953.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -909957.687500 Penalty: 4471.949707
	Iteration 51Q: 3 clusters Score -909957.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -909961.187500 Penalty: 4471.949707
	Iteration 52Q: 3 clusters Score -909961.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -909961.500000 Penalty: 4471.949707
	Iteration 53Q: 3 clusters Score -909961.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -909963.250000 Penalty: 4471.949707
	Iteration 54Q: 3 clusters Score -909963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -909963.125000 Penalty: 4471.949707
	Iteration 55Q: 3 clusters Score -909963.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -909963.125000 Penalty: 4471.949707
	Iteration 56F: 3 clusters Score -909963.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Entering Unmasked Estep 
Score: -351101.437500 Penalty: 1958.068115
	Iteration 0F: 2 clusters Score -351101.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -348059.156250 Penalty: 3916.136230
	Iteration 0F: 3 clusters Score -348059.2 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -348592.968750 Penalty: 3916.136230
	Iteration 1F: 3 clusters Score -348593 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -348710.281250 Penalty: 3916.136230
	Iteration 2F: 3 clusters Score -348710.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -348784.937500 Penalty: 3916.136230
	Iteration 3Q: 3 clusters Score -348784.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -348832.437500 Penalty: 3916.136230
	Iteration 4Q: 3 clusters Score -348832.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -348858.687500 Penalty: 3916.136230
	Iteration 5Q: 3 clusters Score -348858.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -348873.031250 Penalty: 3916.136230
	Iteration 6Q: 3 clusters Score -348873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -348885.468750 Penalty: 3916.136230
	Iteration 7Q: 3 clusters Score -348885.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -348894.562500 Penalty: 3916.136230
	Iteration 8Q: 3 clusters Score -348894.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -348901.656250 Penalty: 3916.136230
	Iteration 9Q: 3 clusters Score -348901.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -348913.562500 Penalty: 3916.136230
	Iteration 10Q: 3 clusters Score -348913.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -348926.000000 Penalty: 3916.136230
	Iteration 11Q: 3 clusters Score -348926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -348935.968750 Penalty: 3916.136230
	Iteration 12Q: 3 clusters Score -348936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -348944.062500 Penalty: 3916.136230
	Iteration 13Q: 3 clusters Score -348944.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -348951.906250 Penalty: 3916.136230
	Iteration 14Q: 3 clusters Score -348951.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -348960.937500 Penalty: 3916.136230
	Iteration 15Q: 3 clusters Score -348960.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -348969.656250 Penalty: 3916.136230
	Iteration 16Q: 3 clusters Score -348969.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -348973.937500 Penalty: 3916.136230
	Iteration 17Q: 3 clusters Score -348973.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -348978.531250 Penalty: 3916.136230
	Iteration 18Q: 3 clusters Score -348978.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -348981.437500 Penalty: 3916.136230
	Iteration 19Q: 3 clusters Score -348981.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -348983.718750 Penalty: 3916.136230
	Iteration 20F: 3 clusters Score -348983.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -348985.593750 Penalty: 3916.136230
	Iteration 21Q: 3 clusters Score -348985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -348986.500000 Penalty: 3916.136230
	Iteration 22Q: 3 clusters Score -348986.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -348989.062500 Penalty: 3916.136230
	Iteration 23Q: 3 clusters Score -348989.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -348990.187500 Penalty: 3916.136230
	Iteration 24Q: 3 clusters Score -348990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -348990.437500 Penalty: 3916.136230
	Iteration 25Q: 3 clusters Score -348990.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -348992.218750 Penalty: 3916.136230
	Iteration 26Q: 3 clusters Score -348992.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -348994.187500 Penalty: 3916.136230
	Iteration 27Q: 3 clusters Score -348994.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -348994.343750 Penalty: 3916.136230
	Iteration 28Q: 3 clusters Score -348994.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -348995.312500 Penalty: 3916.136230
	Iteration 29Q: 3 clusters Score -348995.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -348995.406250 Penalty: 3916.136230
	Iteration 30Q: 3 clusters Score -348995.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -348995.906250 Penalty: 3916.136230
	Iteration 31Q: 3 clusters Score -348995.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -348995.906250 Penalty: 3916.136230
	Iteration 32F: 3 clusters Score -348995.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Entering Unmasked Estep 
Score: -1615361.125000 Penalty: 2344.200928
	Iteration 0F: 2 clusters Score -1615361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1605980.250000 Penalty: 4688.401855
	Iteration 0F: 3 clusters Score -1605980 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1608831.875000 Penalty: 4688.401855
	Iteration 1F: 3 clusters Score -1608832 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1609266.875000 Penalty: 4688.401855
	Iteration 2F: 3 clusters Score -1609267 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1609706.125000 Penalty: 4688.401855
	Iteration 3F: 3 clusters Score -1609706 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1610154.250000 Penalty: 4688.401855
	Iteration 4F: 3 clusters Score -1610154 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1610689.750000 Penalty: 4688.401855
	Iteration 5F: 3 clusters Score -1610690 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1611274.500000 Penalty: 4688.401855
	Iteration 6F: 3 clusters Score -1611274 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1611886.375000 Penalty: 4688.401855
	Iteration 7F: 3 clusters Score -1611886 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1612482.125000 Penalty: 4688.401855
	Iteration 8F: 3 clusters Score -1612482 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1612882.500000 Penalty: 4688.401855
	Iteration 9Q: 3 clusters Score -1612882 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1613126.750000 Penalty: 4688.401855
	Iteration 10Q: 3 clusters Score -1613127 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1613280.375000 Penalty: 4688.401855
	Iteration 11Q: 3 clusters Score -1613280 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1613368.750000 Penalty: 4688.401855
	Iteration 12Q: 3 clusters Score -1613369 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1613442.875000 Penalty: 4688.401855
	Iteration 13Q: 3 clusters Score -1613443 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1613515.875000 Penalty: 4688.401855
	Iteration 14Q: 3 clusters Score -1613516 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1613574.750000 Penalty: 4688.401855
	Iteration 15Q: 3 clusters Score -1613575 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1613649.250000 Penalty: 4688.401855
	Iteration 16Q: 3 clusters Score -1613649 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1613717.125000 Penalty: 4688.401855
	Iteration 17Q: 3 clusters Score -1613717 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1613768.000000 Penalty: 4688.401855
	Iteration 18Q: 3 clusters Score -1613768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1613805.125000 Penalty: 4688.401855
	Iteration 19Q: 3 clusters Score -1613805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1613830.500000 Penalty: 4688.401855
	Iteration 20F: 3 clusters Score -1613830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1613857.375000 Penalty: 4688.401855
	Iteration 21Q: 3 clusters Score -1613857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1613869.125000 Penalty: 4688.401855
	Iteration 22Q: 3 clusters Score -1613869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1613888.625000 Penalty: 4688.401855
	Iteration 23Q: 3 clusters Score -1613889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1613896.500000 Penalty: 4688.401855
	Iteration 24Q: 3 clusters Score -1613896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1613903.625000 Penalty: 4688.401855
	Iteration 25Q: 3 clusters Score -1613904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1613914.250000 Penalty: 4688.401855
	Iteration 26Q: 3 clusters Score -1613914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1613923.875000 Penalty: 4688.401855
	Iteration 27Q: 3 clusters Score -1613924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1613932.750000 Penalty: 4688.401855
	Iteration 28Q: 3 clusters Score -1613933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1613949.250000 Penalty: 4688.401855
	Iteration 29Q: 3 clusters Score -1613949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1613968.125000 Penalty: 4688.401855
	Iteration 30Q: 3 clusters Score -1613968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1613978.250000 Penalty: 4688.401855
	Iteration 31Q: 3 clusters Score -1613978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1613993.125000 Penalty: 4688.401855
	Iteration 32Q: 3 clusters Score -1613993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1614011.000000 Penalty: 4688.401855
	Iteration 33Q: 3 clusters Score -1614011 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1614022.000000 Penalty: 4688.401855
	Iteration 34Q: 3 clusters Score -1614022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1614040.000000 Penalty: 4688.401855
	Iteration 35Q: 3 clusters Score -1614040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1614055.000000 Penalty: 4688.401855
	Iteration 36Q: 3 clusters Score -1614055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1614056.000000 Penalty: 4688.401855
	Iteration 37Q: 3 clusters Score -1614056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1614061.250000 Penalty: 4688.401855
	Iteration 38Q: 3 clusters Score -1614061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1614067.000000 Penalty: 4688.401855
	Iteration 39Q: 3 clusters Score -1614067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1614070.125000 Penalty: 4688.401855
	Iteration 40F: 3 clusters Score -1614070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1614073.500000 Penalty: 4688.401855
	Iteration 41Q: 3 clusters Score -1614074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1614071.750000 Penalty: 4688.401855
	Iteration 42Q: 3 clusters Score -1614072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1614073.250000 Penalty: 4688.401855
	Iteration 43Q: 3 clusters Score -1614073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1614076.000000 Penalty: 4688.401855
	Iteration 44Q: 3 clusters Score -1614076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1614077.375000 Penalty: 4688.401855
	Iteration 45Q: 3 clusters Score -1614077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1614076.625000 Penalty: 4688.401855
	Iteration 46Q: 3 clusters Score -1614077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1614076.625000 Penalty: 4688.401855
	Iteration 47F: 3 clusters Score -1614077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167553 members 
Entering Unmasked Estep 
Score: -21704874.000000 Penalty: 2983.205566
	Iteration 0F: 2 clusters Score -2.170487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84231 members 
Mstep: Class 2 contains 83322 members 
Entering Unmasked Estep 
Score: -21597512.000000 Penalty: 5966.411133
	Iteration 0F: 3 clusters Score -2.159751e+07 nChanged 80081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Mstep: Class 2 contains 78161 members 
Entering Unmasked Estep 
Score: -21644510.000000 Penalty: 5966.411133
	Iteration 1F: 3 clusters Score -2.164451e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92647 members 
Mstep: Class 2 contains 74906 members 
Entering Unmasked Estep 
Score: -21645982.000000 Penalty: 5966.411133
	Iteration 2Q: 3 clusters Score -2.164598e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97682 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -21648070.000000 Penalty: 5966.411133
	Iteration 3Q: 3 clusters Score -2.164807e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105061 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -21652068.000000 Penalty: 5966.411133
	Iteration 4Q: 3 clusters Score -2.165207e+07 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115637 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -21658658.000000 Penalty: 5966.411133
	Iteration 5F: 3 clusters Score -2.165866e+07 nChanged 13708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129321 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -21669304.000000 Penalty: 5966.411133
	Iteration 6F: 3 clusters Score -2.16693e+07 nChanged 14580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143893 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -21681842.000000 Penalty: 5966.411133
	Iteration 7F: 3 clusters Score -2.168184e+07 nChanged 11843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155732 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -21693094.000000 Penalty: 5966.411133
	Iteration 8F: 3 clusters Score -2.169309e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162871 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -21699030.000000 Penalty: 5966.411133
	Iteration 9Q: 3 clusters Score -2.169903e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165933 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -21701108.000000 Penalty: 5966.411133
	Iteration 10Q: 3 clusters Score -2.170111e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166881 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -21701770.000000 Penalty: 5966.411133
	Iteration 11Q: 3 clusters Score -2.170177e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167155 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -21702006.000000 Penalty: 5966.411133
	Iteration 12Q: 3 clusters Score -2.170201e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167242 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21702112.000000 Penalty: 5966.411133
	Iteration 13Q: 3 clusters Score -2.170211e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167284 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21702202.000000 Penalty: 5966.411133
	Iteration 14Q: 3 clusters Score -2.17022e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167299 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21702248.000000 Penalty: 5966.411133
	Iteration 15Q: 3 clusters Score -2.170225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167311 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21702238.000000 Penalty: 5966.411133
	Iteration 16Q: 3 clusters Score -2.170224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167319 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21702266.000000 Penalty: 5966.411133
	Iteration 17Q: 3 clusters Score -2.170227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167327 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21702268.000000 Penalty: 5966.411133
	Iteration 18Q: 3 clusters Score -2.170227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167332 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21702300.000000 Penalty: 5966.411133
	Iteration 19Q: 3 clusters Score -2.17023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167338 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21702318.000000 Penalty: 5966.411133
	Iteration 20F: 3 clusters Score -2.170232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167341 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21702322.000000 Penalty: 5966.411133
	Iteration 21Q: 3 clusters Score -2.170232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167344 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21702324.000000 Penalty: 5966.411133
	Iteration 22Q: 3 clusters Score -2.170232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167344 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21702334.000000 Penalty: 5966.411133
	Iteration 23Q: 3 clusters Score -2.170233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167344 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21702334.000000 Penalty: 5966.411133
	Iteration 24F: 3 clusters Score -2.170233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Entering Unmasked Estep 
Score: -2485766.750000 Penalty: 2448.024902
	Iteration 0F: 2 clusters Score -2485767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2472085.000000 Penalty: 4896.049805
	Iteration 0F: 3 clusters Score -2472085 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2476767.750000 Penalty: 4896.049805
	Iteration 1F: 3 clusters Score -2476768 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2477170.750000 Penalty: 4896.049805
	Iteration 2F: 3 clusters Score -2477171 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2477506.250000 Penalty: 4896.049805
	Iteration 3Q: 3 clusters Score -2477506 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2477823.000000 Penalty: 4896.049805
	Iteration 4Q: 3 clusters Score -2477823 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2478204.000000 Penalty: 4896.049805
	Iteration 5Q: 3 clusters Score -2478204 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2478764.000000 Penalty: 4896.049805
	Iteration 6Q: 3 clusters Score -2478764 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2479477.250000 Penalty: 4896.049805
	Iteration 7F: 3 clusters Score -2479477 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2480253.000000 Penalty: 4896.049805
	Iteration 8F: 3 clusters Score -2480253 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2481053.250000 Penalty: 4896.049805
	Iteration 9F: 3 clusters Score -2481053 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2481783.250000 Penalty: 4896.049805
	Iteration 10Q: 3 clusters Score -2481783 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2482372.500000 Penalty: 4896.049805
	Iteration 11Q: 3 clusters Score -2482372 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2482798.500000 Penalty: 4896.049805
	Iteration 12Q: 3 clusters Score -2482798 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2483102.500000 Penalty: 4896.049805
	Iteration 13Q: 3 clusters Score -2483102 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2483320.250000 Penalty: 4896.049805
	Iteration 14Q: 3 clusters Score -2483320 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2483443.250000 Penalty: 4896.049805
	Iteration 15Q: 3 clusters Score -2483443 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2483558.250000 Penalty: 4896.049805
	Iteration 16Q: 3 clusters Score -2483558 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2483616.000000 Penalty: 4896.049805
	Iteration 17Q: 3 clusters Score -2483616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2483645.500000 Penalty: 4896.049805
	Iteration 18Q: 3 clusters Score -2483646 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2483674.000000 Penalty: 4896.049805
	Iteration 19Q: 3 clusters Score -2483674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2483691.250000 Penalty: 4896.049805
	Iteration 20F: 3 clusters Score -2483691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2483709.750000 Penalty: 4896.049805
	Iteration 21Q: 3 clusters Score -2483710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2483720.000000 Penalty: 4896.049805
	Iteration 22Q: 3 clusters Score -2483720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2483729.250000 Penalty: 4896.049805
	Iteration 23Q: 3 clusters Score -2483729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2483741.500000 Penalty: 4896.049805
	Iteration 24Q: 3 clusters Score -2483742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2483742.250000 Penalty: 4896.049805
	Iteration 25Q: 3 clusters Score -2483742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2483746.500000 Penalty: 4896.049805
	Iteration 26Q: 3 clusters Score -2483746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2483748.250000 Penalty: 4896.049805
	Iteration 27Q: 3 clusters Score -2483748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2483752.500000 Penalty: 4896.049805
	Iteration 28Q: 3 clusters Score -2483752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2483762.000000 Penalty: 4896.049805
	Iteration 29Q: 3 clusters Score -2483762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2483763.500000 Penalty: 4896.049805
	Iteration 30Q: 3 clusters Score -2483764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2483766.250000 Penalty: 4896.049805
	Iteration 31Q: 3 clusters Score -2483766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2483765.500000 Penalty: 4896.049805
	Iteration 32Q: 3 clusters Score -2483766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2483766.750000 Penalty: 4896.049805
	Iteration 33Q: 3 clusters Score -2483767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2483767.750000 Penalty: 4896.049805
	Iteration 34Q: 3 clusters Score -2483768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2483766.250000 Penalty: 4896.049805
	Iteration 35Q: 3 clusters Score -2483766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2483766.250000 Penalty: 4896.049805
	Iteration 36F: 3 clusters Score -2483766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Entering Unmasked Estep 
Score: -650611.875000 Penalty: 2114.633545
	Iteration 0F: 2 clusters Score -650611.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -646087.750000 Penalty: 4229.267090
	Iteration 0F: 3 clusters Score -646087.8 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -647170.750000 Penalty: 4229.267090
	Iteration 1F: 3 clusters Score -647170.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -647396.875000 Penalty: 4229.267090
	Iteration 2F: 3 clusters Score -647396.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -647561.750000 Penalty: 4229.267090
	Iteration 3F: 3 clusters Score -647561.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -647692.187500 Penalty: 4229.267090
	Iteration 4Q: 3 clusters Score -647692.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -647789.625000 Penalty: 4229.267090
	Iteration 5Q: 3 clusters Score -647789.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -647876.000000 Penalty: 4229.267090
	Iteration 6Q: 3 clusters Score -647876 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -647954.437500 Penalty: 4229.267090
	Iteration 7Q: 3 clusters Score -647954.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -648022.062500 Penalty: 4229.267090
	Iteration 8Q: 3 clusters Score -648022.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -648083.687500 Penalty: 4229.267090
	Iteration 9Q: 3 clusters Score -648083.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -648160.625000 Penalty: 4229.267090
	Iteration 10Q: 3 clusters Score -648160.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -648234.250000 Penalty: 4229.267090
	Iteration 11Q: 3 clusters Score -648234.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -648298.187500 Penalty: 4229.267090
	Iteration 12Q: 3 clusters Score -648298.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -648372.312500 Penalty: 4229.267090
	Iteration 13Q: 3 clusters Score -648372.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -648447.875000 Penalty: 4229.267090
	Iteration 14Q: 3 clusters Score -648447.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -648512.125000 Penalty: 4229.267090
	Iteration 15Q: 3 clusters Score -648512.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -648573.125000 Penalty: 4229.267090
	Iteration 16Q: 3 clusters Score -648573.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -648617.500000 Penalty: 4229.267090
	Iteration 17Q: 3 clusters Score -648617.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -648659.937500 Penalty: 4229.267090
	Iteration 18Q: 3 clusters Score -648659.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -648702.125000 Penalty: 4229.267090
	Iteration 19Q: 3 clusters Score -648702.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -648740.000000 Penalty: 4229.267090
	Iteration 20F: 3 clusters Score -648740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -648782.062500 Penalty: 4229.267090
	Iteration 21Q: 3 clusters Score -648782.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -648812.437500 Penalty: 4229.267090
	Iteration 22Q: 3 clusters Score -648812.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -648835.875000 Penalty: 4229.267090
	Iteration 23Q: 3 clusters Score -648835.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -648853.562500 Penalty: 4229.267090
	Iteration 24Q: 3 clusters Score -648853.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -648863.437500 Penalty: 4229.267090
	Iteration 25Q: 3 clusters Score -648863.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -648874.625000 Penalty: 4229.267090
	Iteration 26Q: 3 clusters Score -648874.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -648882.625000 Penalty: 4229.267090
	Iteration 27Q: 3 clusters Score -648882.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -648884.812500 Penalty: 4229.267090
	Iteration 28Q: 3 clusters Score -648884.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -648890.625000 Penalty: 4229.267090
	Iteration 29Q: 3 clusters Score -648890.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -648896.500000 Penalty: 4229.267090
	Iteration 30Q: 3 clusters Score -648896.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -648901.562500 Penalty: 4229.267090
	Iteration 31Q: 3 clusters Score -648901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -648904.375000 Penalty: 4229.267090
	Iteration 32Q: 3 clusters Score -648904.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -648908.500000 Penalty: 4229.267090
	Iteration 33Q: 3 clusters Score -648908.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -648912.812500 Penalty: 4229.267090
	Iteration 34Q: 3 clusters Score -648912.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -648918.500000 Penalty: 4229.267090
	Iteration 35Q: 3 clusters Score -648918.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -648923.937500 Penalty: 4229.267090
	Iteration 36Q: 3 clusters Score -648923.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -648929.750000 Penalty: 4229.267090
	Iteration 37Q: 3 clusters Score -648929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -648930.187500 Penalty: 4229.267090
	Iteration 38Q: 3 clusters Score -648930.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -648931.062500 Penalty: 4229.267090
	Iteration 39Q: 3 clusters Score -648931.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -648931.062500 Penalty: 4229.267090
	Iteration 40F: 3 clusters Score -648931.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56847 members 
Entering Unmasked Estep 
Score: -6941902.500000 Penalty: 2715.133545
	Iteration 0F: 2 clusters Score -6941902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -6903963.000000 Penalty: 5430.267090
	Iteration 0F: 3 clusters Score -6903963 nChanged 26309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -6918947.000000 Penalty: 5430.267090
	Iteration 1F: 3 clusters Score -6918947 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -6919800.000000 Penalty: 5430.267090
	Iteration 2Q: 3 clusters Score -6919800 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -6921001.000000 Penalty: 5430.267090
	Iteration 3Q: 3 clusters Score -6921001 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -6922644.000000 Penalty: 5430.267090
	Iteration 4F: 3 clusters Score -6922644 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -6925045.500000 Penalty: 5430.267090
	Iteration 5F: 3 clusters Score -6925046 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -6928310.500000 Penalty: 5430.267090
	Iteration 6F: 3 clusters Score -6928310 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -6931778.500000 Penalty: 5430.267090
	Iteration 7F: 3 clusters Score -6931778 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -6934880.000000 Penalty: 5430.267090
	Iteration 8F: 3 clusters Score -6934880 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -6936882.000000 Penalty: 5430.267090
	Iteration 9Q: 3 clusters Score -6936882 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -6937935.500000 Penalty: 5430.267090
	Iteration 10Q: 3 clusters Score -6937936 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -6938528.500000 Penalty: 5430.267090
	Iteration 11Q: 3 clusters Score -6938528 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -6938915.000000 Penalty: 5430.267090
	Iteration 12Q: 3 clusters Score -6938915 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -6939209.000000 Penalty: 5430.267090
	Iteration 13Q: 3 clusters Score -6939209 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -6939398.000000 Penalty: 5430.267090
	Iteration 14Q: 3 clusters Score -6939398 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -6939508.500000 Penalty: 5430.267090
	Iteration 15Q: 3 clusters Score -6939508 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 52862 members 
Entering Unmasked Estep 
Score: -6939601.500000 Penalty: 5430.267090
	Iteration 16Q: 3 clusters Score -6939602 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -6939674.000000 Penalty: 5430.267090
	Iteration 17Q: 3 clusters Score -6939674 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -6939719.000000 Penalty: 5430.267090
	Iteration 18Q: 3 clusters Score -6939719 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -6939815.000000 Penalty: 5430.267090
	Iteration 19Q: 3 clusters Score -6939815 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -6939829.000000 Penalty: 5430.267090
	Iteration 20F: 3 clusters Score -6939829 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -6939891.500000 Penalty: 5430.267090
	Iteration 21Q: 3 clusters Score -6939892 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -6939921.000000 Penalty: 5430.267090
	Iteration 22Q: 3 clusters Score -6939921 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -6939966.000000 Penalty: 5430.267090
	Iteration 23Q: 3 clusters Score -6939966 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -6940019.000000 Penalty: 5430.267090
	Iteration 24Q: 3 clusters Score -6940019 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -6940043.500000 Penalty: 5430.267090
	Iteration 25Q: 3 clusters Score -6940044 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -6940048.000000 Penalty: 5430.267090
	Iteration 26Q: 3 clusters Score -6940048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -6940060.500000 Penalty: 5430.267090
	Iteration 27Q: 3 clusters Score -6940060 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -6940087.500000 Penalty: 5430.267090
	Iteration 28Q: 3 clusters Score -6940088 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -6940087.000000 Penalty: 5430.267090
	Iteration 29Q: 3 clusters Score -6940087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -6940109.500000 Penalty: 5430.267090
	Iteration 30Q: 3 clusters Score -6940110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -6940109.000000 Penalty: 5430.267090
	Iteration 31Q: 3 clusters Score -6940109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -6940116.000000 Penalty: 5430.267090
	Iteration 32Q: 3 clusters Score -6940116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -6940132.500000 Penalty: 5430.267090
	Iteration 33Q: 3 clusters Score -6940132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 54266 members 
Entering Unmasked Estep 
Score: -6940133.500000 Penalty: 5430.267090
	Iteration 34Q: 3 clusters Score -6940134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -6940140.000000 Penalty: 5430.267090
	Iteration 35Q: 3 clusters Score -6940140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 54304 members 
Entering Unmasked Estep 
Score: -6940136.500000 Penalty: 5430.267090
	Iteration 36Q: 3 clusters Score -6940136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -6940144.500000 Penalty: 5430.267090
	Iteration 37Q: 3 clusters Score -6940144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -6940146.000000 Penalty: 5430.267090
	Iteration 38Q: 3 clusters Score -6940146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -6940143.500000 Penalty: 5430.267090
	Iteration 39Q: 3 clusters Score -6940144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -6940138.000000 Penalty: 5430.267090
	Iteration 40F: 3 clusters Score -6940138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -6940140.000000 Penalty: 5430.267090
	Iteration 41Q: 3 clusters Score -6940140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -6940140.000000 Penalty: 5430.267090
	Iteration 42Q: 3 clusters Score -6940140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -6940140.000000 Penalty: 5430.267090
	Iteration 43Q: 3 clusters Score -6940140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -6940144.500000 Penalty: 5430.267090
	Iteration 44Q: 3 clusters Score -6940144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -6940141.500000 Penalty: 5430.267090
	Iteration 45Q: 3 clusters Score -6940142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -6940138.000000 Penalty: 5430.267090
	Iteration 46Q: 3 clusters Score -6940138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 54483 members 
Entering Unmasked Estep 
Score: -6940148.000000 Penalty: 5430.267090
	Iteration 47Q: 3 clusters Score -6940148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -6940152.000000 Penalty: 5430.267090
	Iteration 48Q: 3 clusters Score -6940152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -6940151.500000 Penalty: 5430.267090
	Iteration 49Q: 3 clusters Score -6940152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -6940153.500000 Penalty: 5430.267090
	Iteration 50Q: 3 clusters Score -6940154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -6940153.500000 Penalty: 5430.267090
	Iteration 51Q: 3 clusters Score -6940154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -6940160.000000 Penalty: 5430.267090
	Iteration 52Q: 3 clusters Score -6940160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -6940163.000000 Penalty: 5430.267090
	Iteration 53Q: 3 clusters Score -6940163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 54549 members 
Entering Unmasked Estep 
Score: -6940161.000000 Penalty: 5430.267090
	Iteration 54Q: 3 clusters Score -6940161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -6940162.500000 Penalty: 5430.267090
	Iteration 55Q: 3 clusters Score -6940162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -6940159.500000 Penalty: 5430.267090
	Iteration 56Q: 3 clusters Score -6940160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -6940164.000000 Penalty: 5430.267090
	Iteration 57Q: 3 clusters Score -6940164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -6940162.000000 Penalty: 5430.267090
	Iteration 58Q: 3 clusters Score -6940162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -6940162.500000 Penalty: 5430.267090
	Iteration 59Q: 3 clusters Score -6940162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -6940160.500000 Penalty: 5430.267090
	Iteration 60F: 3 clusters Score -6940160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -6940160.500000 Penalty: 5430.267090
	Iteration 61Q: 3 clusters Score -6940160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -6940161.000000 Penalty: 5430.267090
	Iteration 62Q: 3 clusters Score -6940161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -6940171.000000 Penalty: 5430.267090
	Iteration 63Q: 3 clusters Score -6940171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -6940173.500000 Penalty: 5430.267090
	Iteration 64Q: 3 clusters Score -6940174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -6940176.000000 Penalty: 5430.267090
	Iteration 65Q: 3 clusters Score -6940176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -6940178.500000 Penalty: 5430.267090
	Iteration 66Q: 3 clusters Score -6940178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -6940170.500000 Penalty: 5430.267090
	Iteration 67Q: 3 clusters Score -6940170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -6940171.000000 Penalty: 5430.267090
	Iteration 68Q: 3 clusters Score -6940171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -6940177.500000 Penalty: 5430.267090
	Iteration 69Q: 3 clusters Score -6940178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -6940170.500000 Penalty: 5430.267090
	Iteration 70Q: 3 clusters Score -6940170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -6940170.500000 Penalty: 5430.267090
	Iteration 71Q: 3 clusters Score -6940170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -6940173.000000 Penalty: 5430.267090
	Iteration 72Q: 3 clusters Score -6940173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -6940170.000000 Penalty: 5430.267090
	Iteration 73Q: 3 clusters Score -6940170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -6940176.500000 Penalty: 5430.267090
	Iteration 74Q: 3 clusters Score -6940176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -6940176.500000 Penalty: 5430.267090
	Iteration 75F: 3 clusters Score -6940176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Entering Unmasked Estep 
Score: -1802305.750000 Penalty: 2383.725830
	Iteration 0F: 2 clusters Score -1802306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1791492.375000 Penalty: 4767.451660
	Iteration 0F: 3 clusters Score -1791492 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1795067.000000 Penalty: 4767.451660
	Iteration 1F: 3 clusters Score -1795067 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1795490.875000 Penalty: 4767.451660
	Iteration 2F: 3 clusters Score -1795491 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1795813.000000 Penalty: 4767.451660
	Iteration 3F: 3 clusters Score -1795813 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1796124.125000 Penalty: 4767.451660
	Iteration 4Q: 3 clusters Score -1796124 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1796545.125000 Penalty: 4767.451660
	Iteration 5Q: 3 clusters Score -1796545 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1797058.750000 Penalty: 4767.451660
	Iteration 6F: 3 clusters Score -1797059 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1797649.875000 Penalty: 4767.451660
	Iteration 7F: 3 clusters Score -1797650 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1798208.125000 Penalty: 4767.451660
	Iteration 8F: 3 clusters Score -1798208 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1798716.000000 Penalty: 4767.451660
	Iteration 9Q: 3 clusters Score -1798716 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1799119.375000 Penalty: 4767.451660
	Iteration 10Q: 3 clusters Score -1799119 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1799422.125000 Penalty: 4767.451660
	Iteration 11Q: 3 clusters Score -1799422 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1799654.625000 Penalty: 4767.451660
	Iteration 12Q: 3 clusters Score -1799655 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1799841.000000 Penalty: 4767.451660
	Iteration 13Q: 3 clusters Score -1799841 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1799964.125000 Penalty: 4767.451660
	Iteration 14Q: 3 clusters Score -1799964 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1800046.500000 Penalty: 4767.451660
	Iteration 15Q: 3 clusters Score -1800046 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1800110.125000 Penalty: 4767.451660
	Iteration 16Q: 3 clusters Score -1800110 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1800169.625000 Penalty: 4767.451660
	Iteration 17Q: 3 clusters Score -1800170 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1800210.375000 Penalty: 4767.451660
	Iteration 18Q: 3 clusters Score -1800210 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1800250.000000 Penalty: 4767.451660
	Iteration 19Q: 3 clusters Score -1800250 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1800284.500000 Penalty: 4767.451660
	Iteration 20F: 3 clusters Score -1800284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1800295.000000 Penalty: 4767.451660
	Iteration 21Q: 3 clusters Score -1800295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1800313.875000 Penalty: 4767.451660
	Iteration 22Q: 3 clusters Score -1800314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1800323.375000 Penalty: 4767.451660
	Iteration 23Q: 3 clusters Score -1800323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1800335.250000 Penalty: 4767.451660
	Iteration 24Q: 3 clusters Score -1800335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1800349.500000 Penalty: 4767.451660
	Iteration 25Q: 3 clusters Score -1800350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1800357.250000 Penalty: 4767.451660
	Iteration 26Q: 3 clusters Score -1800357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1800362.250000 Penalty: 4767.451660
	Iteration 27Q: 3 clusters Score -1800362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1800369.375000 Penalty: 4767.451660
	Iteration 28Q: 3 clusters Score -1800369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1800372.500000 Penalty: 4767.451660
	Iteration 29Q: 3 clusters Score -1800372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1800376.500000 Penalty: 4767.451660
	Iteration 30Q: 3 clusters Score -1800376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1800381.750000 Penalty: 4767.451660
	Iteration 31Q: 3 clusters Score -1800382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1800384.000000 Penalty: 4767.451660
	Iteration 32Q: 3 clusters Score -1800384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1800389.750000 Penalty: 4767.451660
	Iteration 33Q: 3 clusters Score -1800390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1800392.625000 Penalty: 4767.451660
	Iteration 34Q: 3 clusters Score -1800393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1800397.125000 Penalty: 4767.451660
	Iteration 35Q: 3 clusters Score -1800397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1800399.125000 Penalty: 4767.451660
	Iteration 36Q: 3 clusters Score -1800399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1800401.625000 Penalty: 4767.451660
	Iteration 37Q: 3 clusters Score -1800402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1800405.500000 Penalty: 4767.451660
	Iteration 38Q: 3 clusters Score -1800406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1800405.750000 Penalty: 4767.451660
	Iteration 39Q: 3 clusters Score -1800406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1800405.000000 Penalty: 4767.451660
	Iteration 40F: 3 clusters Score -1800405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1800404.500000 Penalty: 4767.451660
	Iteration 41Q: 3 clusters Score -1800404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1800406.125000 Penalty: 4767.451660
	Iteration 42Q: 3 clusters Score -1800406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1800406.125000 Penalty: 4767.451660
	Iteration 43F: 3 clusters Score -1800406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (97720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97720 members 
Entering Unmasked Estep 
Score: -12676580.000000 Penalty: 2849.485596
	Iteration 0F: 2 clusters Score -1.267658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -12611394.000000 Penalty: 5698.971191
	Iteration 0F: 3 clusters Score -1.261139e+07 nChanged 46227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -12637935.000000 Penalty: 5698.971191
	Iteration 1F: 3 clusters Score -1.263794e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -12638579.000000 Penalty: 5698.971191
	Iteration 2Q: 3 clusters Score -1.263858e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -12639191.000000 Penalty: 5698.971191
	Iteration 3Q: 3 clusters Score -1.263919e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -12639705.000000 Penalty: 5698.971191
	Iteration 4Q: 3 clusters Score -1.26397e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -12640266.000000 Penalty: 5698.971191
	Iteration 5Q: 3 clusters Score -1.264027e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -12640972.000000 Penalty: 5698.971191
	Iteration 6Q: 3 clusters Score -1.264097e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -12641769.000000 Penalty: 5698.971191
	Iteration 7Q: 3 clusters Score -1.264177e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -12642829.000000 Penalty: 5698.971191
	Iteration 8Q: 3 clusters Score -1.264283e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 54492 members 
Entering Unmasked Estep 
Score: -12644195.000000 Penalty: 5698.971191
	Iteration 9Q: 3 clusters Score -1.26442e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -12645994.000000 Penalty: 5698.971191
	Iteration 10Q: 3 clusters Score -1.264599e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -12648104.000000 Penalty: 5698.971191
	Iteration 11Q: 3 clusters Score -1.26481e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -12650420.000000 Penalty: 5698.971191
	Iteration 12F: 3 clusters Score -1.265042e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -12652434.000000 Penalty: 5698.971191
	Iteration 13Q: 3 clusters Score -1.265243e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 69635 members 
Entering Unmasked Estep 
Score: -12654408.000000 Penalty: 5698.971191
	Iteration 14Q: 3 clusters Score -1.265441e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -12656226.000000 Penalty: 5698.971191
	Iteration 15Q: 3 clusters Score -1.265623e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 76690 members 
Entering Unmasked Estep 
Score: -12658230.000000 Penalty: 5698.971191
	Iteration 16Q: 3 clusters Score -1.265823e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 80629 members 
Entering Unmasked Estep 
Score: -12660616.000000 Penalty: 5698.971191
	Iteration 17Q: 3 clusters Score -1.266062e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 84810 members 
Entering Unmasked Estep 
Score: -12663568.000000 Penalty: 5698.971191
	Iteration 18Q: 3 clusters Score -1.266357e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 88910 members 
Entering Unmasked Estep 
Score: -12666911.000000 Penalty: 5698.971191
	Iteration 19Q: 3 clusters Score -1.266691e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -12670105.000000 Penalty: 5698.971191
	Iteration 20F: 3 clusters Score -1.26701e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 94843 members 
Entering Unmasked Estep 
Score: -12672238.000000 Penalty: 5698.971191
	Iteration 21Q: 3 clusters Score -1.267224e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 96072 members 
Entering Unmasked Estep 
Score: -12673233.000000 Penalty: 5698.971191
	Iteration 22Q: 3 clusters Score -1.267323e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 96671 members 
Entering Unmasked Estep 
Score: -12673689.000000 Penalty: 5698.971191
	Iteration 23Q: 3 clusters Score -1.267369e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 96934 members 
Entering Unmasked Estep 
Score: -12673910.000000 Penalty: 5698.971191
	Iteration 24Q: 3 clusters Score -1.267391e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 97042 members 
Entering Unmasked Estep 
Score: -12674045.000000 Penalty: 5698.971191
	Iteration 25Q: 3 clusters Score -1.267404e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 97102 members 
Entering Unmasked Estep 
Score: -12674112.000000 Penalty: 5698.971191
	Iteration 26Q: 3 clusters Score -1.267411e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 97143 members 
Entering Unmasked Estep 
Score: -12674136.000000 Penalty: 5698.971191
	Iteration 27Q: 3 clusters Score -1.267414e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 97164 members 
Entering Unmasked Estep 
Score: -12674172.000000 Penalty: 5698.971191
	Iteration 28Q: 3 clusters Score -1.267417e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 97179 members 
Entering Unmasked Estep 
Score: -12674191.000000 Penalty: 5698.971191
	Iteration 29Q: 3 clusters Score -1.267419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 97191 members 
Entering Unmasked Estep 
Score: -12674211.000000 Penalty: 5698.971191
	Iteration 30Q: 3 clusters Score -1.267421e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 97203 members 
Entering Unmasked Estep 
Score: -12674212.000000 Penalty: 5698.971191
	Iteration 31Q: 3 clusters Score -1.267421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 97204 members 
Entering Unmasked Estep 
Score: -12674216.000000 Penalty: 5698.971191
	Iteration 32Q: 3 clusters Score -1.267422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 97213 members 
Entering Unmasked Estep 
Score: -12674234.000000 Penalty: 5698.971191
	Iteration 33Q: 3 clusters Score -1.267423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -12674239.000000 Penalty: 5698.971191
	Iteration 34Q: 3 clusters Score -1.267424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -12674251.000000 Penalty: 5698.971191
	Iteration 35Q: 3 clusters Score -1.267425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -12674248.000000 Penalty: 5698.971191
	Iteration 36Q: 3 clusters Score -1.267425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 97216 members 
Entering Unmasked Estep 
Score: -12674248.000000 Penalty: 5698.971191
	Iteration 37Q: 3 clusters Score -1.267425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 97215 members 
Entering Unmasked Estep 
Score: -12674260.000000 Penalty: 5698.971191
	Iteration 38Q: 3 clusters Score -1.267426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 97217 members 
Entering Unmasked Estep 
Score: -12674267.000000 Penalty: 5698.971191
	Iteration 39Q: 3 clusters Score -1.267427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 97220 members 
Entering Unmasked Estep 
Score: -12674265.000000 Penalty: 5698.971191
	Iteration 40F: 3 clusters Score -1.267426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 97222 members 
Entering Unmasked Estep 
Score: -12674262.000000 Penalty: 5698.971191
	Iteration 41Q: 3 clusters Score -1.267426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 97219 members 
Entering Unmasked Estep 
Score: -12674272.000000 Penalty: 5698.971191
	Iteration 42Q: 3 clusters Score -1.267427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 97217 members 
Entering Unmasked Estep 
Score: -12674277.000000 Penalty: 5698.971191
	Iteration 43Q: 3 clusters Score -1.267428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 97219 members 
Entering Unmasked Estep 
Score: -12674284.000000 Penalty: 5698.971191
	Iteration 44Q: 3 clusters Score -1.267428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 97220 members 
Entering Unmasked Estep 
Score: -12674285.000000 Penalty: 5698.971191
	Iteration 45Q: 3 clusters Score -1.267428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 97221 members 
Entering Unmasked Estep 
Score: -12674292.000000 Penalty: 5698.971191
	Iteration 46Q: 3 clusters Score -1.267429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 97222 members 
Entering Unmasked Estep 
Score: -12674296.000000 Penalty: 5698.971191
	Iteration 47Q: 3 clusters Score -1.26743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 97222 members 
Entering Unmasked Estep 
Score: -12674290.000000 Penalty: 5698.971191
	Iteration 48Q: 3 clusters Score -1.267429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 97225 members 
Entering Unmasked Estep 
Score: -12674286.000000 Penalty: 5698.971191
	Iteration 49Q: 3 clusters Score -1.267429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 97223 members 
Entering Unmasked Estep 
Score: -12674297.000000 Penalty: 5698.971191
	Iteration 50Q: 3 clusters Score -1.26743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 97223 members 
Entering Unmasked Estep 
Score: -12674297.000000 Penalty: 5698.971191
	Iteration 51F: 3 clusters Score -1.26743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -92045.257812 Penalty: 1676.007446
	Iteration 0F: 2 clusters Score -92045.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -90416.062500 Penalty: 3352.014893
	Iteration 0F: 3 clusters Score -90416.06 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -91032.515625 Penalty: 3352.014893
	Iteration 1F: 3 clusters Score -91032.52 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -91366.945312 Penalty: 3352.014893
	Iteration 2F: 3 clusters Score -91366.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -91602.593750 Penalty: 3352.014893
	Iteration 3F: 3 clusters Score -91602.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -92002.679688 Penalty: 3352.014893
	Iteration 4F: 3 clusters Score -92002.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -92873.546875 Penalty: 3352.014893
	Iteration 5Q: 3 clusters Score -92873.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -92960.617188 Penalty: 3352.014893
	Iteration 6Q: 3 clusters Score -92960.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -92988.976562 Penalty: 3352.014893
	Iteration 7Q: 3 clusters Score -92988.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -93009.960938 Penalty: 3352.014893
	Iteration 8Q: 3 clusters Score -93009.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -93027.078125 Penalty: 3352.014893
	Iteration 9Q: 3 clusters Score -93027.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -93038.414062 Penalty: 3352.014893
	Iteration 10Q: 3 clusters Score -93038.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -93038.414062 Penalty: 3352.014893
	Iteration 11F: 3 clusters Score -93038.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167553 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56847 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 139 members 
Mstep: Class 18 contains 20296 members 
Mstep: Class 19 contains 62268 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47696 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143429 members 
Mstep: Class 30 contains 24164 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179191 members 
Mstep: Class 33 contains 51932 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Mstep: Class 45 contains 722 members 
Entering Unmasked Estep 
Score: -150971040.000000 Penalty: 156338.828125
Splitting cluster 17 changes total score from -150971760.000000 to -150971040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (20296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Entering Unmasked Estep 
Score: -2600699.250000 Penalty: 2459.708496
	Iteration 0F: 2 clusters Score -2600699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2586387.250000 Penalty: 4919.416992
	Iteration 0F: 3 clusters Score -2586387 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2591180.000000 Penalty: 4919.416992
	Iteration 1F: 3 clusters Score -2591180 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2591574.500000 Penalty: 4919.416992
	Iteration 2F: 3 clusters Score -2591574 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2591936.000000 Penalty: 4919.416992
	Iteration 3Q: 3 clusters Score -2591936 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2592287.750000 Penalty: 4919.416992
	Iteration 4Q: 3 clusters Score -2592288 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2592710.250000 Penalty: 4919.416992
	Iteration 5Q: 3 clusters Score -2592710 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2593237.500000 Penalty: 4919.416992
	Iteration 6Q: 3 clusters Score -2593238 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2593966.500000 Penalty: 4919.416992
	Iteration 7F: 3 clusters Score -2593966 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2594796.250000 Penalty: 4919.416992
	Iteration 8F: 3 clusters Score -2594796 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2595615.500000 Penalty: 4919.416992
	Iteration 9F: 3 clusters Score -2595616 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2596276.500000 Penalty: 4919.416992
	Iteration 10F: 3 clusters Score -2596276 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2596722.500000 Penalty: 4919.416992
	Iteration 11Q: 3 clusters Score -2596722 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2597040.000000 Penalty: 4919.416992
	Iteration 12Q: 3 clusters Score -2597040 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2597284.750000 Penalty: 4919.416992
	Iteration 13Q: 3 clusters Score -2597285 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2597494.250000 Penalty: 4919.416992
	Iteration 14Q: 3 clusters Score -2597494 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2597650.250000 Penalty: 4919.416992
	Iteration 15Q: 3 clusters Score -2597650 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2597776.500000 Penalty: 4919.416992
	Iteration 16Q: 3 clusters Score -2597776 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2597899.750000 Penalty: 4919.416992
	Iteration 17Q: 3 clusters Score -2597900 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2598002.750000 Penalty: 4919.416992
	Iteration 18Q: 3 clusters Score -2598003 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2598073.500000 Penalty: 4919.416992
	Iteration 19Q: 3 clusters Score -2598074 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2598152.500000 Penalty: 4919.416992
	Iteration 20F: 3 clusters Score -2598152 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2598221.750000 Penalty: 4919.416992
	Iteration 21Q: 3 clusters Score -2598222 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2598290.500000 Penalty: 4919.416992
	Iteration 22Q: 3 clusters Score -2598290 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2598359.750000 Penalty: 4919.416992
	Iteration 23Q: 3 clusters Score -2598360 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2598413.500000 Penalty: 4919.416992
	Iteration 24Q: 3 clusters Score -2598414 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2598459.500000 Penalty: 4919.416992
	Iteration 25Q: 3 clusters Score -2598460 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2598509.000000 Penalty: 4919.416992
	Iteration 26Q: 3 clusters Score -2598509 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2598579.250000 Penalty: 4919.416992
	Iteration 27Q: 3 clusters Score -2598579 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2598624.000000 Penalty: 4919.416992
	Iteration 28Q: 3 clusters Score -2598624 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2598674.500000 Penalty: 4919.416992
	Iteration 29Q: 3 clusters Score -2598674 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2598721.000000 Penalty: 4919.416992
	Iteration 30Q: 3 clusters Score -2598721 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2598751.000000 Penalty: 4919.416992
	Iteration 31Q: 3 clusters Score -2598751 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2598788.750000 Penalty: 4919.416992
	Iteration 32Q: 3 clusters Score -2598789 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2598829.250000 Penalty: 4919.416992
	Iteration 33Q: 3 clusters Score -2598829 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2598863.750000 Penalty: 4919.416992
	Iteration 34Q: 3 clusters Score -2598864 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2598901.750000 Penalty: 4919.416992
	Iteration 35Q: 3 clusters Score -2598902 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2598932.000000 Penalty: 4919.416992
	Iteration 36Q: 3 clusters Score -2598932 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2598971.750000 Penalty: 4919.416992
	Iteration 37Q: 3 clusters Score -2598972 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2599015.500000 Penalty: 4919.416992
	Iteration 38Q: 3 clusters Score -2599016 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2599049.500000 Penalty: 4919.416992
	Iteration 39Q: 3 clusters Score -2599050 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2599079.500000 Penalty: 4919.416992
	Iteration 40F: 3 clusters Score -2599080 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2599115.750000 Penalty: 4919.416992
	Iteration 41Q: 3 clusters Score -2599116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2599135.500000 Penalty: 4919.416992
	Iteration 42Q: 3 clusters Score -2599136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2599146.750000 Penalty: 4919.416992
	Iteration 43Q: 3 clusters Score -2599147 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2599167.000000 Penalty: 4919.416992
	Iteration 44Q: 3 clusters Score -2599167 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2599180.000000 Penalty: 4919.416992
	Iteration 45Q: 3 clusters Score -2599180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2599190.750000 Penalty: 4919.416992
	Iteration 46Q: 3 clusters Score -2599191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2599204.500000 Penalty: 4919.416992
	Iteration 47Q: 3 clusters Score -2599204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2599211.750000 Penalty: 4919.416992
	Iteration 48Q: 3 clusters Score -2599212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2599219.250000 Penalty: 4919.416992
	Iteration 49Q: 3 clusters Score -2599219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2599223.000000 Penalty: 4919.416992
	Iteration 50Q: 3 clusters Score -2599223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2599228.500000 Penalty: 4919.416992
	Iteration 51Q: 3 clusters Score -2599228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2599235.250000 Penalty: 4919.416992
	Iteration 52Q: 3 clusters Score -2599235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2599230.500000 Penalty: 4919.416992
	Iteration 53Q: 3 clusters Score -2599230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2599230.000000 Penalty: 4919.416992
	Iteration 54Q: 3 clusters Score -2599230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2599234.500000 Penalty: 4919.416992
	Iteration 55Q: 3 clusters Score -2599234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2599237.500000 Penalty: 4919.416992
	Iteration 56Q: 3 clusters Score -2599238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2599240.500000 Penalty: 4919.416992
	Iteration 57Q: 3 clusters Score -2599240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2599243.000000 Penalty: 4919.416992
	Iteration 58Q: 3 clusters Score -2599243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2599242.250000 Penalty: 4919.416992
	Iteration 59Q: 3 clusters Score -2599242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2599244.000000 Penalty: 4919.416992
	Iteration 60F: 3 clusters Score -2599244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2599245.250000 Penalty: 4919.416992
	Iteration 61Q: 3 clusters Score -2599245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2599243.500000 Penalty: 4919.416992
	Iteration 62Q: 3 clusters Score -2599244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2599237.750000 Penalty: 4919.416992
	Iteration 63Q: 3 clusters Score -2599238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2599238.250000 Penalty: 4919.416992
	Iteration 64Q: 3 clusters Score -2599238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2599237.000000 Penalty: 4919.416992
	Iteration 65Q: 3 clusters Score -2599237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2599241.500000 Penalty: 4919.416992
	Iteration 66Q: 3 clusters Score -2599242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2599246.750000 Penalty: 4919.416992
	Iteration 67Q: 3 clusters Score -2599247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2599247.750000 Penalty: 4919.416992
	Iteration 68Q: 3 clusters Score -2599248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2599250.750000 Penalty: 4919.416992
	Iteration 69Q: 3 clusters Score -2599251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2599247.000000 Penalty: 4919.416992
	Iteration 70Q: 3 clusters Score -2599247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2599251.750000 Penalty: 4919.416992
	Iteration 71Q: 3 clusters Score -2599252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2599248.500000 Penalty: 4919.416992
	Iteration 72Q: 3 clusters Score -2599248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2599248.500000 Penalty: 4919.416992
	Iteration 73Q: 3 clusters Score -2599248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2599247.000000 Penalty: 4919.416992
	Iteration 74Q: 3 clusters Score -2599247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2599248.250000 Penalty: 4919.416992
	Iteration 75Q: 3 clusters Score -2599248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2599250.250000 Penalty: 4919.416992
	Iteration 76Q: 3 clusters Score -2599250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2599250.500000 Penalty: 4919.416992
	Iteration 77Q: 3 clusters Score -2599250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2599254.500000 Penalty: 4919.416992
	Iteration 78Q: 3 clusters Score -2599254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2599256.250000 Penalty: 4919.416992
	Iteration 79Q: 3 clusters Score -2599256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2599252.500000 Penalty: 4919.416992
	Iteration 80F: 3 clusters Score -2599252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2599252.000000 Penalty: 4919.416992
	Iteration 81Q: 3 clusters Score -2599252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2599252.000000 Penalty: 4919.416992
	Iteration 82F: 3 clusters Score -2599252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62268 members 
Entering Unmasked Estep 
Score: -8076640.000000 Penalty: 2737.722168
	Iteration 0F: 2 clusters Score -8076640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -8034635.000000 Penalty: 5475.444336
	Iteration 0F: 3 clusters Score -8034635 nChanged 29072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -8051153.500000 Penalty: 5475.444336
	Iteration 1F: 3 clusters Score -8051154 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -8051983.000000 Penalty: 5475.444336
	Iteration 2Q: 3 clusters Score -8051983 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -8053264.500000 Penalty: 5475.444336
	Iteration 3Q: 3 clusters Score -8053264 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -8055145.000000 Penalty: 5475.444336
	Iteration 4F: 3 clusters Score -8055145 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -8058070.000000 Penalty: 5475.444336
	Iteration 5F: 3 clusters Score -8058070 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -8061910.500000 Penalty: 5475.444336
	Iteration 6F: 3 clusters Score -8061910 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -8065862.500000 Penalty: 5475.444336
	Iteration 7F: 3 clusters Score -8065862 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -8069197.000000 Penalty: 5475.444336
	Iteration 8F: 3 clusters Score -8069197 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -8071431.000000 Penalty: 5475.444336
	Iteration 9Q: 3 clusters Score -8071431 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -8072696.000000 Penalty: 5475.444336
	Iteration 10Q: 3 clusters Score -8072696 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -8073356.500000 Penalty: 5475.444336
	Iteration 11Q: 3 clusters Score -8073356 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -8073680.000000 Penalty: 5475.444336
	Iteration 12Q: 3 clusters Score -8073680 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -8073829.000000 Penalty: 5475.444336
	Iteration 13Q: 3 clusters Score -8073829 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58308 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -8073966.500000 Penalty: 5475.444336
	Iteration 14Q: 3 clusters Score -8073966 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -8074034.500000 Penalty: 5475.444336
	Iteration 15Q: 3 clusters Score -8074034 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -8074067.500000 Penalty: 5475.444336
	Iteration 16Q: 3 clusters Score -8074068 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58797 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -8074101.500000 Penalty: 5475.444336
	Iteration 17Q: 3 clusters Score -8074102 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -8074123.500000 Penalty: 5475.444336
	Iteration 18Q: 3 clusters Score -8074124 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -8074140.000000 Penalty: 5475.444336
	Iteration 19Q: 3 clusters Score -8074140 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -8074187.000000 Penalty: 5475.444336
	Iteration 20F: 3 clusters Score -8074187 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -8074203.500000 Penalty: 5475.444336
	Iteration 21Q: 3 clusters Score -8074204 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -8074217.000000 Penalty: 5475.444336
	Iteration 22Q: 3 clusters Score -8074217 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -8074225.000000 Penalty: 5475.444336
	Iteration 23Q: 3 clusters Score -8074225 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -8074239.000000 Penalty: 5475.444336
	Iteration 24Q: 3 clusters Score -8074239 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -8074247.000000 Penalty: 5475.444336
	Iteration 25Q: 3 clusters Score -8074247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -8074255.500000 Penalty: 5475.444336
	Iteration 26Q: 3 clusters Score -8074256 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -8074269.000000 Penalty: 5475.444336
	Iteration 27Q: 3 clusters Score -8074269 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -8074272.000000 Penalty: 5475.444336
	Iteration 28Q: 3 clusters Score -8074272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -8074262.500000 Penalty: 5475.444336
	Iteration 29Q: 3 clusters Score -8074262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -8074273.000000 Penalty: 5475.444336
	Iteration 30Q: 3 clusters Score -8074273 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -8074270.500000 Penalty: 5475.444336
	Iteration 31Q: 3 clusters Score -8074270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -8074281.000000 Penalty: 5475.444336
	Iteration 32Q: 3 clusters Score -8074281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -8074288.500000 Penalty: 5475.444336
	Iteration 33Q: 3 clusters Score -8074288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59721 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -8074293.000000 Penalty: 5475.444336
	Iteration 34Q: 3 clusters Score -8074293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -8074306.000000 Penalty: 5475.444336
	Iteration 35Q: 3 clusters Score -8074306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -8074310.000000 Penalty: 5475.444336
	Iteration 36Q: 3 clusters Score -8074310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -8074317.000000 Penalty: 5475.444336
	Iteration 37Q: 3 clusters Score -8074317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8074326.000000 Penalty: 5475.444336
	Iteration 38Q: 3 clusters Score -8074326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8074340.500000 Penalty: 5475.444336
	Iteration 39Q: 3 clusters Score -8074340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -8074349.500000 Penalty: 5475.444336
	Iteration 40F: 3 clusters Score -8074350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59872 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8074350.500000 Penalty: 5475.444336
	Iteration 41Q: 3 clusters Score -8074350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59890 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -8074346.500000 Penalty: 5475.444336
	Iteration 42Q: 3 clusters Score -8074346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8074352.500000 Penalty: 5475.444336
	Iteration 43Q: 3 clusters Score -8074352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8074354.000000 Penalty: 5475.444336
	Iteration 44Q: 3 clusters Score -8074354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59918 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8074356.000000 Penalty: 5475.444336
	Iteration 45Q: 3 clusters Score -8074356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -8074362.000000 Penalty: 5475.444336
	Iteration 46Q: 3 clusters Score -8074362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59931 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -8074350.500000 Penalty: 5475.444336
	Iteration 47Q: 3 clusters Score -8074350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -8074357.000000 Penalty: 5475.444336
	Iteration 48Q: 3 clusters Score -8074357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -8074355.500000 Penalty: 5475.444336
	Iteration 49Q: 3 clusters Score -8074356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8074352.500000 Penalty: 5475.444336
	Iteration 50Q: 3 clusters Score -8074352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8074352.000000 Penalty: 5475.444336
	Iteration 51Q: 3 clusters Score -8074352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -8074354.000000 Penalty: 5475.444336
	Iteration 52Q: 3 clusters Score -8074354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -8074348.000000 Penalty: 5475.444336
	Iteration 53Q: 3 clusters Score -8074348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59980 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -8074353.000000 Penalty: 5475.444336
	Iteration 54Q: 3 clusters Score -8074353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -8074356.500000 Penalty: 5475.444336
	Iteration 55Q: 3 clusters Score -8074356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8074360.000000 Penalty: 5475.444336
	Iteration 56Q: 3 clusters Score -8074360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8074359.500000 Penalty: 5475.444336
	Iteration 57Q: 3 clusters Score -8074360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -8074371.500000 Penalty: 5475.444336
	Iteration 58Q: 3 clusters Score -8074372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -8074374.000000 Penalty: 5475.444336
	Iteration 59Q: 3 clusters Score -8074374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60033 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8074375.500000 Penalty: 5475.444336
	Iteration 60F: 3 clusters Score -8074376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60048 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8074375.500000 Penalty: 5475.444336
	Iteration 61Q: 3 clusters Score -8074376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -8074374.500000 Penalty: 5475.444336
	Iteration 62Q: 3 clusters Score -8074374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60086 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8074394.500000 Penalty: 5475.444336
	Iteration 63Q: 3 clusters Score -8074394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60099 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8074398.000000 Penalty: 5475.444336
	Iteration 64Q: 3 clusters Score -8074398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8074389.000000 Penalty: 5475.444336
	Iteration 65Q: 3 clusters Score -8074389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -8074396.000000 Penalty: 5475.444336
	Iteration 66Q: 3 clusters Score -8074396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8074399.500000 Penalty: 5475.444336
	Iteration 67Q: 3 clusters Score -8074400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60144 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -8074389.000000 Penalty: 5475.444336
	Iteration 68Q: 3 clusters Score -8074389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -8074392.500000 Penalty: 5475.444336
	Iteration 69Q: 3 clusters Score -8074392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8074387.500000 Penalty: 5475.444336
	Iteration 70Q: 3 clusters Score -8074388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60176 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8074390.500000 Penalty: 5475.444336
	Iteration 71Q: 3 clusters Score -8074390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -8074394.000000 Penalty: 5475.444336
	Iteration 72Q: 3 clusters Score -8074394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -8074393.000000 Penalty: 5475.444336
	Iteration 73Q: 3 clusters Score -8074393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60215 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8074391.000000 Penalty: 5475.444336
	Iteration 74Q: 3 clusters Score -8074391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60223 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -8074400.000000 Penalty: 5475.444336
	Iteration 75Q: 3 clusters Score -8074400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -8074406.000000 Penalty: 5475.444336
	Iteration 76Q: 3 clusters Score -8074406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -8074415.000000 Penalty: 5475.444336
	Iteration 77Q: 3 clusters Score -8074415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60280 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -8074416.000000 Penalty: 5475.444336
	Iteration 78Q: 3 clusters Score -8074416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8074443.500000 Penalty: 5475.444336
	Iteration 79Q: 3 clusters Score -8074444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8074465.500000 Penalty: 5475.444336
	Iteration 80F: 3 clusters Score -8074466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60370 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8074466.000000 Penalty: 5475.444336
	Iteration 81Q: 3 clusters Score -8074466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60397 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8074474.000000 Penalty: 5475.444336
	Iteration 82Q: 3 clusters Score -8074474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8074484.500000 Penalty: 5475.444336
	Iteration 83Q: 3 clusters Score -8074484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -8074485.500000 Penalty: 5475.444336
	Iteration 84Q: 3 clusters Score -8074486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -8074498.000000 Penalty: 5475.444336
	Iteration 85Q: 3 clusters Score -8074498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60486 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8074498.500000 Penalty: 5475.444336
	Iteration 86Q: 3 clusters Score -8074498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -8074519.000000 Penalty: 5475.444336
	Iteration 87Q: 3 clusters Score -8074519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8074509.500000 Penalty: 5475.444336
	Iteration 88Q: 3 clusters Score -8074510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60522 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8074514.500000 Penalty: 5475.444336
	Iteration 89Q: 3 clusters Score -8074514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8074515.500000 Penalty: 5475.444336
	Iteration 90Q: 3 clusters Score -8074516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60548 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8074520.500000 Penalty: 5475.444336
	Iteration 91Q: 3 clusters Score -8074520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60557 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8074532.000000 Penalty: 5475.444336
	Iteration 92Q: 3 clusters Score -8074532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60571 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8074532.500000 Penalty: 5475.444336
	Iteration 93Q: 3 clusters Score -8074532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60583 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8074538.500000 Penalty: 5475.444336
	Iteration 94Q: 3 clusters Score -8074538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60593 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -8074541.500000 Penalty: 5475.444336
	Iteration 95Q: 3 clusters Score -8074542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60599 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -8074544.000000 Penalty: 5475.444336
	Iteration 96Q: 3 clusters Score -8074544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60603 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8074539.000000 Penalty: 5475.444336
	Iteration 97Q: 3 clusters Score -8074539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8074531.500000 Penalty: 5475.444336
	Iteration 98Q: 3 clusters Score -8074532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8074528.000000 Penalty: 5475.444336
	Iteration 99Q: 3 clusters Score -8074528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -8074527.000000 Penalty: 5475.444336
	Iteration 100F: 3 clusters Score -8074527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8074532.000000 Penalty: 5475.444336
	Iteration 101Q: 3 clusters Score -8074532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8074532.000000 Penalty: 5475.444336
	Iteration 102F: 3 clusters Score -8074532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Entering Unmasked Estep 
Score: -1881483.125000 Penalty: 2373.957764
	Iteration 0F: 2 clusters Score -1881483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1870911.750000 Penalty: 4747.915527
	Iteration 0F: 3 clusters Score -1870912 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1874104.000000 Penalty: 4747.915527
	Iteration 1F: 3 clusters Score -1874104 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1874432.625000 Penalty: 4747.915527
	Iteration 2F: 3 clusters Score -1874433 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1874671.000000 Penalty: 4747.915527
	Iteration 3Q: 3 clusters Score -1874671 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1874863.625000 Penalty: 4747.915527
	Iteration 4Q: 3 clusters Score -1874864 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1875007.500000 Penalty: 4747.915527
	Iteration 5Q: 3 clusters Score -1875008 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1875142.250000 Penalty: 4747.915527
	Iteration 6Q: 3 clusters Score -1875142 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1875279.875000 Penalty: 4747.915527
	Iteration 7Q: 3 clusters Score -1875280 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1875419.500000 Penalty: 4747.915527
	Iteration 8Q: 3 clusters Score -1875420 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1875571.625000 Penalty: 4747.915527
	Iteration 9Q: 3 clusters Score -1875572 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1875759.625000 Penalty: 4747.915527
	Iteration 10Q: 3 clusters Score -1875760 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1875988.000000 Penalty: 4747.915527
	Iteration 11Q: 3 clusters Score -1875988 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1876217.500000 Penalty: 4747.915527
	Iteration 12Q: 3 clusters Score -1876218 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1876503.625000 Penalty: 4747.915527
	Iteration 13Q: 3 clusters Score -1876504 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1876815.125000 Penalty: 4747.915527
	Iteration 14Q: 3 clusters Score -1876815 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1877140.875000 Penalty: 4747.915527
	Iteration 15Q: 3 clusters Score -1877141 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1877455.000000 Penalty: 4747.915527
	Iteration 16Q: 3 clusters Score -1877455 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1877726.875000 Penalty: 4747.915527
	Iteration 17Q: 3 clusters Score -1877727 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1877987.750000 Penalty: 4747.915527
	Iteration 18Q: 3 clusters Score -1877988 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1878233.750000 Penalty: 4747.915527
	Iteration 19Q: 3 clusters Score -1878234 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1878423.375000 Penalty: 4747.915527
	Iteration 20F: 3 clusters Score -1878423 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1878572.375000 Penalty: 4747.915527
	Iteration 21Q: 3 clusters Score -1878572 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1878701.000000 Penalty: 4747.915527
	Iteration 22Q: 3 clusters Score -1878701 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1878816.125000 Penalty: 4747.915527
	Iteration 23Q: 3 clusters Score -1878816 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1878910.125000 Penalty: 4747.915527
	Iteration 24Q: 3 clusters Score -1878910 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1878994.500000 Penalty: 4747.915527
	Iteration 25Q: 3 clusters Score -1878994 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1879091.500000 Penalty: 4747.915527
	Iteration 26Q: 3 clusters Score -1879092 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1879195.250000 Penalty: 4747.915527
	Iteration 27Q: 3 clusters Score -1879195 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1879271.125000 Penalty: 4747.915527
	Iteration 28Q: 3 clusters Score -1879271 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1879317.625000 Penalty: 4747.915527
	Iteration 29Q: 3 clusters Score -1879318 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1879359.750000 Penalty: 4747.915527
	Iteration 30Q: 3 clusters Score -1879360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1879395.250000 Penalty: 4747.915527
	Iteration 31Q: 3 clusters Score -1879395 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1879427.625000 Penalty: 4747.915527
	Iteration 32Q: 3 clusters Score -1879428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1879438.375000 Penalty: 4747.915527
	Iteration 33Q: 3 clusters Score -1879438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1879456.750000 Penalty: 4747.915527
	Iteration 34Q: 3 clusters Score -1879457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1879476.125000 Penalty: 4747.915527
	Iteration 35Q: 3 clusters Score -1879476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1879485.125000 Penalty: 4747.915527
	Iteration 36Q: 3 clusters Score -1879485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1879493.375000 Penalty: 4747.915527
	Iteration 37Q: 3 clusters Score -1879493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1879501.000000 Penalty: 4747.915527
	Iteration 38Q: 3 clusters Score -1879501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1879509.625000 Penalty: 4747.915527
	Iteration 39Q: 3 clusters Score -1879510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1879520.125000 Penalty: 4747.915527
	Iteration 40F: 3 clusters Score -1879520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1879525.750000 Penalty: 4747.915527
	Iteration 41Q: 3 clusters Score -1879526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1879532.125000 Penalty: 4747.915527
	Iteration 42Q: 3 clusters Score -1879532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1879537.500000 Penalty: 4747.915527
	Iteration 43Q: 3 clusters Score -1879538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1879539.750000 Penalty: 4747.915527
	Iteration 44Q: 3 clusters Score -1879540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1879541.625000 Penalty: 4747.915527
	Iteration 45Q: 3 clusters Score -1879542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1879543.625000 Penalty: 4747.915527
	Iteration 46Q: 3 clusters Score -1879544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1879548.125000 Penalty: 4747.915527
	Iteration 47Q: 3 clusters Score -1879548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1879549.125000 Penalty: 4747.915527
	Iteration 48Q: 3 clusters Score -1879549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1879550.500000 Penalty: 4747.915527
	Iteration 49Q: 3 clusters Score -1879550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1879550.500000 Penalty: 4747.915527
	Iteration 50F: 3 clusters Score -1879550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Entering Unmasked Estep 
Score: -6131329.000000 Penalty: 2671.605469
	Iteration 0F: 2 clusters Score -6131329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -6099203.500000 Penalty: 5343.210938
	Iteration 0F: 3 clusters Score -6099204 nChanged 21966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -6111194.500000 Penalty: 5343.210938
	Iteration 1F: 3 clusters Score -6111194 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -6111712.500000 Penalty: 5343.210938
	Iteration 2Q: 3 clusters Score -6111712 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -6112250.000000 Penalty: 5343.210938
	Iteration 3Q: 3 clusters Score -6112250 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -6112825.000000 Penalty: 5343.210938
	Iteration 4Q: 3 clusters Score -6112825 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -6113618.000000 Penalty: 5343.210938
	Iteration 5Q: 3 clusters Score -6113618 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -6114637.500000 Penalty: 5343.210938
	Iteration 6Q: 3 clusters Score -6114638 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -6116017.500000 Penalty: 5343.210938
	Iteration 7F: 3 clusters Score -6116018 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -6117885.500000 Penalty: 5343.210938
	Iteration 8F: 3 clusters Score -6117886 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -6120044.500000 Penalty: 5343.210938
	Iteration 9F: 3 clusters Score -6120044 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -6122414.500000 Penalty: 5343.210938
	Iteration 10F: 3 clusters Score -6122414 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -6124488.500000 Penalty: 5343.210938
	Iteration 11F: 3 clusters Score -6124488 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -6126140.000000 Penalty: 5343.210938
	Iteration 12Q: 3 clusters Score -6126140 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -6127268.000000 Penalty: 5343.210938
	Iteration 13Q: 3 clusters Score -6127268 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -6127965.000000 Penalty: 5343.210938
	Iteration 14Q: 3 clusters Score -6127965 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -6128399.000000 Penalty: 5343.210938
	Iteration 15Q: 3 clusters Score -6128399 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -6128684.500000 Penalty: 5343.210938
	Iteration 16Q: 3 clusters Score -6128684 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -6128838.000000 Penalty: 5343.210938
	Iteration 17Q: 3 clusters Score -6128838 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -6128935.500000 Penalty: 5343.210938
	Iteration 18Q: 3 clusters Score -6128936 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -6128982.000000 Penalty: 5343.210938
	Iteration 19Q: 3 clusters Score -6128982 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -6129013.500000 Penalty: 5343.210938
	Iteration 20F: 3 clusters Score -6129014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -6129024.500000 Penalty: 5343.210938
	Iteration 21Q: 3 clusters Score -6129024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -6129022.000000 Penalty: 5343.210938
	Iteration 22Q: 3 clusters Score -6129022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -6129039.500000 Penalty: 5343.210938
	Iteration 23Q: 3 clusters Score -6129040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -6129044.000000 Penalty: 5343.210938
	Iteration 24Q: 3 clusters Score -6129044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -6129052.000000 Penalty: 5343.210938
	Iteration 25Q: 3 clusters Score -6129052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -6129063.000000 Penalty: 5343.210938
	Iteration 26Q: 3 clusters Score -6129063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -6129077.000000 Penalty: 5343.210938
	Iteration 27Q: 3 clusters Score -6129077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -6129084.500000 Penalty: 5343.210938
	Iteration 28Q: 3 clusters Score -6129084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -6129093.500000 Penalty: 5343.210938
	Iteration 29Q: 3 clusters Score -6129094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -6129092.500000 Penalty: 5343.210938
	Iteration 30Q: 3 clusters Score -6129092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -6129086.500000 Penalty: 5343.210938
	Iteration 31Q: 3 clusters Score -6129086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -6129091.000000 Penalty: 5343.210938
	Iteration 32Q: 3 clusters Score -6129091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -6129093.500000 Penalty: 5343.210938
	Iteration 33Q: 3 clusters Score -6129094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -6129093.500000 Penalty: 5343.210938
	Iteration 34F: 3 clusters Score -6129094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Entering Unmasked Estep 
Score: -3415878.750000 Penalty: 2529.727295
	Iteration 0F: 2 clusters Score -3415879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3397232.000000 Penalty: 5059.454590
	Iteration 0F: 3 clusters Score -3397232 nChanged 12078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -3403796.000000 Penalty: 5059.454590
	Iteration 1F: 3 clusters Score -3403796 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3404182.250000 Penalty: 5059.454590
	Iteration 2Q: 3 clusters Score -3404182 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3404464.000000 Penalty: 5059.454590
	Iteration 3Q: 3 clusters Score -3404464 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -3404729.000000 Penalty: 5059.454590
	Iteration 4Q: 3 clusters Score -3404729 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -3404968.750000 Penalty: 5059.454590
	Iteration 5Q: 3 clusters Score -3404969 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3405217.000000 Penalty: 5059.454590
	Iteration 6Q: 3 clusters Score -3405217 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -3405544.750000 Penalty: 5059.454590
	Iteration 7Q: 3 clusters Score -3405545 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -3405946.000000 Penalty: 5059.454590
	Iteration 8Q: 3 clusters Score -3405946 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -3406532.250000 Penalty: 5059.454590
	Iteration 9Q: 3 clusters Score -3406532 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -3407373.750000 Penalty: 5059.454590
	Iteration 10F: 3 clusters Score -3407374 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -3408556.750000 Penalty: 5059.454590
	Iteration 11F: 3 clusters Score -3408557 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -3409893.750000 Penalty: 5059.454590
	Iteration 12F: 3 clusters Score -3409894 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3411254.500000 Penalty: 5059.454590
	Iteration 13F: 3 clusters Score -3411254 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3412331.750000 Penalty: 5059.454590
	Iteration 14Q: 3 clusters Score -3412332 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3412973.500000 Penalty: 5059.454590
	Iteration 15Q: 3 clusters Score -3412974 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3413286.250000 Penalty: 5059.454590
	Iteration 16Q: 3 clusters Score -3413286 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3413438.750000 Penalty: 5059.454590
	Iteration 17Q: 3 clusters Score -3413439 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3413500.250000 Penalty: 5059.454590
	Iteration 18Q: 3 clusters Score -3413500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3413559.000000 Penalty: 5059.454590
	Iteration 19Q: 3 clusters Score -3413559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3413586.750000 Penalty: 5059.454590
	Iteration 20F: 3 clusters Score -3413587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3413619.250000 Penalty: 5059.454590
	Iteration 21Q: 3 clusters Score -3413619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3413644.250000 Penalty: 5059.454590
	Iteration 22Q: 3 clusters Score -3413644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3413652.250000 Penalty: 5059.454590
	Iteration 23Q: 3 clusters Score -3413652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3413670.750000 Penalty: 5059.454590
	Iteration 24Q: 3 clusters Score -3413671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3413691.250000 Penalty: 5059.454590
	Iteration 25Q: 3 clusters Score -3413691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3413706.750000 Penalty: 5059.454590
	Iteration 26Q: 3 clusters Score -3413707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3413716.250000 Penalty: 5059.454590
	Iteration 27Q: 3 clusters Score -3413716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3413723.500000 Penalty: 5059.454590
	Iteration 28Q: 3 clusters Score -3413724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3413726.000000 Penalty: 5059.454590
	Iteration 29Q: 3 clusters Score -3413726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3413729.750000 Penalty: 5059.454590
	Iteration 30Q: 3 clusters Score -3413730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3413729.750000 Penalty: 5059.454590
	Iteration 31Q: 3 clusters Score -3413730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3413729.750000 Penalty: 5059.454590
	Iteration 32F: 3 clusters Score -3413730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Entering Unmasked Estep 
Score: -1650148.750000 Penalty: 2350.068848
	Iteration 0F: 2 clusters Score -1650149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1640481.750000 Penalty: 4700.137695
	Iteration 0F: 3 clusters Score -1640482 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1643550.500000 Penalty: 4700.137695
	Iteration 1F: 3 clusters Score -1643550 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1643964.000000 Penalty: 4700.137695
	Iteration 2F: 3 clusters Score -1643964 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1644376.625000 Penalty: 4700.137695
	Iteration 3F: 3 clusters Score -1644377 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1644922.500000 Penalty: 4700.137695
	Iteration 4F: 3 clusters Score -1644922 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1645576.500000 Penalty: 4700.137695
	Iteration 5F: 3 clusters Score -1645576 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1646185.125000 Penalty: 4700.137695
	Iteration 6F: 3 clusters Score -1646185 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1646690.875000 Penalty: 4700.137695
	Iteration 7F: 3 clusters Score -1646691 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1647038.000000 Penalty: 4700.137695
	Iteration 8Q: 3 clusters Score -1647038 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1647266.000000 Penalty: 4700.137695
	Iteration 9Q: 3 clusters Score -1647266 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1647448.125000 Penalty: 4700.137695
	Iteration 10Q: 3 clusters Score -1647448 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1647561.625000 Penalty: 4700.137695
	Iteration 11Q: 3 clusters Score -1647562 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1647628.250000 Penalty: 4700.137695
	Iteration 12Q: 3 clusters Score -1647628 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1647658.250000 Penalty: 4700.137695
	Iteration 13Q: 3 clusters Score -1647658 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1647688.500000 Penalty: 4700.137695
	Iteration 14Q: 3 clusters Score -1647688 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1647701.375000 Penalty: 4700.137695
	Iteration 15Q: 3 clusters Score -1647701 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1647714.250000 Penalty: 4700.137695
	Iteration 16Q: 3 clusters Score -1647714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1647724.750000 Penalty: 4700.137695
	Iteration 17Q: 3 clusters Score -1647725 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1647734.875000 Penalty: 4700.137695
	Iteration 18Q: 3 clusters Score -1647735 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1647749.750000 Penalty: 4700.137695
	Iteration 19Q: 3 clusters Score -1647750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1647752.125000 Penalty: 4700.137695
	Iteration 20F: 3 clusters Score -1647752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1647756.750000 Penalty: 4700.137695
	Iteration 21Q: 3 clusters Score -1647757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1647765.875000 Penalty: 4700.137695
	Iteration 22Q: 3 clusters Score -1647766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1647777.125000 Penalty: 4700.137695
	Iteration 23Q: 3 clusters Score -1647777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1647779.875000 Penalty: 4700.137695
	Iteration 24Q: 3 clusters Score -1647780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1647777.000000 Penalty: 4700.137695
	Iteration 25Q: 3 clusters Score -1647777 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1647791.000000 Penalty: 4700.137695
	Iteration 26Q: 3 clusters Score -1647791 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1647795.625000 Penalty: 4700.137695
	Iteration 27Q: 3 clusters Score -1647796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1647799.500000 Penalty: 4700.137695
	Iteration 28Q: 3 clusters Score -1647800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1647804.875000 Penalty: 4700.137695
	Iteration 29Q: 3 clusters Score -1647805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1647811.625000 Penalty: 4700.137695
	Iteration 30Q: 3 clusters Score -1647812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1647810.625000 Penalty: 4700.137695
	Iteration 31Q: 3 clusters Score -1647811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1647812.125000 Penalty: 4700.137695
	Iteration 32Q: 3 clusters Score -1647812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1647816.000000 Penalty: 4700.137695
	Iteration 33Q: 3 clusters Score -1647816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1647821.000000 Penalty: 4700.137695
	Iteration 34Q: 3 clusters Score -1647821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1647820.000000 Penalty: 4700.137695
	Iteration 35Q: 3 clusters Score -1647820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1647824.125000 Penalty: 4700.137695
	Iteration 36Q: 3 clusters Score -1647824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1647824.250000 Penalty: 4700.137695
	Iteration 37Q: 3 clusters Score -1647824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1647823.875000 Penalty: 4700.137695
	Iteration 38Q: 3 clusters Score -1647824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1647826.125000 Penalty: 4700.137695
	Iteration 39Q: 3 clusters Score -1647826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1647828.500000 Penalty: 4700.137695
	Iteration 40F: 3 clusters Score -1647828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1647826.625000 Penalty: 4700.137695
	Iteration 41Q: 3 clusters Score -1647827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1647828.750000 Penalty: 4700.137695
	Iteration 42Q: 3 clusters Score -1647829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1647833.625000 Penalty: 4700.137695
	Iteration 43Q: 3 clusters Score -1647834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1647831.375000 Penalty: 4700.137695
	Iteration 44Q: 3 clusters Score -1647831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1647831.000000 Penalty: 4700.137695
	Iteration 45Q: 3 clusters Score -1647831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1647830.500000 Penalty: 4700.137695
	Iteration 46Q: 3 clusters Score -1647830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1647829.125000 Penalty: 4700.137695
	Iteration 47Q: 3 clusters Score -1647829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1647828.500000 Penalty: 4700.137695
	Iteration 48Q: 3 clusters Score -1647828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1647828.500000 Penalty: 4700.137695
	Iteration 49F: 3 clusters Score -1647828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Entering Unmasked Estep 
Score: -1312167.500000 Penalty: 2302.146240
	Iteration 0F: 2 clusters Score -1312168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1303994.000000 Penalty: 4604.292480
	Iteration 0F: 3 clusters Score -1303994 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1306333.375000 Penalty: 4604.292480
	Iteration 1F: 3 clusters Score -1306333 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1306719.125000 Penalty: 4604.292480
	Iteration 2F: 3 clusters Score -1306719 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1307030.000000 Penalty: 4604.292480
	Iteration 3F: 3 clusters Score -1307030 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1307285.625000 Penalty: 4604.292480
	Iteration 4Q: 3 clusters Score -1307286 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1307541.250000 Penalty: 4604.292480
	Iteration 5Q: 3 clusters Score -1307541 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1307792.000000 Penalty: 4604.292480
	Iteration 6Q: 3 clusters Score -1307792 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1308044.750000 Penalty: 4604.292480
	Iteration 7Q: 3 clusters Score -1308045 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1308334.500000 Penalty: 4604.292480
	Iteration 8Q: 3 clusters Score -1308334 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1308693.125000 Penalty: 4604.292480
	Iteration 9Q: 3 clusters Score -1308693 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1309085.625000 Penalty: 4604.292480
	Iteration 10Q: 3 clusters Score -1309086 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1309411.375000 Penalty: 4604.292480
	Iteration 11Q: 3 clusters Score -1309411 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1309659.625000 Penalty: 4604.292480
	Iteration 12Q: 3 clusters Score -1309660 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1309870.125000 Penalty: 4604.292480
	Iteration 13Q: 3 clusters Score -1309870 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1310055.000000 Penalty: 4604.292480
	Iteration 14Q: 3 clusters Score -1310055 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1310205.750000 Penalty: 4604.292480
	Iteration 15Q: 3 clusters Score -1310206 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1310325.625000 Penalty: 4604.292480
	Iteration 16Q: 3 clusters Score -1310326 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1310403.000000 Penalty: 4604.292480
	Iteration 17Q: 3 clusters Score -1310403 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1310449.875000 Penalty: 4604.292480
	Iteration 18Q: 3 clusters Score -1310450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1310486.375000 Penalty: 4604.292480
	Iteration 19Q: 3 clusters Score -1310486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1310516.375000 Penalty: 4604.292480
	Iteration 20F: 3 clusters Score -1310516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1310544.875000 Penalty: 4604.292480
	Iteration 21Q: 3 clusters Score -1310545 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1310569.375000 Penalty: 4604.292480
	Iteration 22Q: 3 clusters Score -1310569 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1310576.375000 Penalty: 4604.292480
	Iteration 23Q: 3 clusters Score -1310576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1310588.500000 Penalty: 4604.292480
	Iteration 24Q: 3 clusters Score -1310588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1310591.875000 Penalty: 4604.292480
	Iteration 25Q: 3 clusters Score -1310592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1310599.375000 Penalty: 4604.292480
	Iteration 26Q: 3 clusters Score -1310599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1310607.125000 Penalty: 4604.292480
	Iteration 27Q: 3 clusters Score -1310607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1310609.875000 Penalty: 4604.292480
	Iteration 28Q: 3 clusters Score -1310610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1310619.250000 Penalty: 4604.292480
	Iteration 29Q: 3 clusters Score -1310619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1310620.250000 Penalty: 4604.292480
	Iteration 30Q: 3 clusters Score -1310620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1310623.875000 Penalty: 4604.292480
	Iteration 31Q: 3 clusters Score -1310624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1310626.500000 Penalty: 4604.292480
	Iteration 32Q: 3 clusters Score -1310626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1310630.000000 Penalty: 4604.292480
	Iteration 33Q: 3 clusters Score -1310630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1310634.875000 Penalty: 4604.292480
	Iteration 34Q: 3 clusters Score -1310635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1310637.000000 Penalty: 4604.292480
	Iteration 35Q: 3 clusters Score -1310637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1310642.125000 Penalty: 4604.292480
	Iteration 36Q: 3 clusters Score -1310642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1310648.375000 Penalty: 4604.292480
	Iteration 37Q: 3 clusters Score -1310648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1310655.875000 Penalty: 4604.292480
	Iteration 38Q: 3 clusters Score -1310656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1310654.625000 Penalty: 4604.292480
	Iteration 39Q: 3 clusters Score -1310655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1310654.750000 Penalty: 4604.292480
	Iteration 40F: 3 clusters Score -1310655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Entering Unmasked Estep 
Score: -326371.062500 Penalty: 1954.533203
	Iteration 0F: 2 clusters Score -326371.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -323306.437500 Penalty: 3909.066406
	Iteration 0F: 3 clusters Score -323306.4 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -323931.625000 Penalty: 3909.066406
	Iteration 1F: 3 clusters Score -323931.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -324132.125000 Penalty: 3909.066406
	Iteration 2F: 3 clusters Score -324132.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -324247.750000 Penalty: 3909.066406
	Iteration 3F: 3 clusters Score -324247.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -324319.968750 Penalty: 3909.066406
	Iteration 4Q: 3 clusters Score -324320 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -324386.312500 Penalty: 3909.066406
	Iteration 5Q: 3 clusters Score -324386.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -324465.687500 Penalty: 3909.066406
	Iteration 6Q: 3 clusters Score -324465.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -324561.406250 Penalty: 3909.066406
	Iteration 7Q: 3 clusters Score -324561.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -324663.218750 Penalty: 3909.066406
	Iteration 8Q: 3 clusters Score -324663.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -324746.125000 Penalty: 3909.066406
	Iteration 9Q: 3 clusters Score -324746.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -324799.187500 Penalty: 3909.066406
	Iteration 10Q: 3 clusters Score -324799.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -324859.593750 Penalty: 3909.066406
	Iteration 11Q: 3 clusters Score -324859.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -324907.812500 Penalty: 3909.066406
	Iteration 12Q: 3 clusters Score -324907.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -324948.343750 Penalty: 3909.066406
	Iteration 13Q: 3 clusters Score -324948.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -324986.593750 Penalty: 3909.066406
	Iteration 14Q: 3 clusters Score -324986.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -325030.156250 Penalty: 3909.066406
	Iteration 15Q: 3 clusters Score -325030.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -325073.312500 Penalty: 3909.066406
	Iteration 16Q: 3 clusters Score -325073.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -325106.843750 Penalty: 3909.066406
	Iteration 17Q: 3 clusters Score -325106.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -325131.718750 Penalty: 3909.066406
	Iteration 18Q: 3 clusters Score -325131.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -325158.343750 Penalty: 3909.066406
	Iteration 19Q: 3 clusters Score -325158.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -325181.156250 Penalty: 3909.066406
	Iteration 20F: 3 clusters Score -325181.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -325200.937500 Penalty: 3909.066406
	Iteration 21Q: 3 clusters Score -325200.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -325219.343750 Penalty: 3909.066406
	Iteration 22Q: 3 clusters Score -325219.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -325235.093750 Penalty: 3909.066406
	Iteration 23Q: 3 clusters Score -325235.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -325255.906250 Penalty: 3909.066406
	Iteration 24Q: 3 clusters Score -325255.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -325283.437500 Penalty: 3909.066406
	Iteration 25Q: 3 clusters Score -325283.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -325318.906250 Penalty: 3909.066406
	Iteration 26Q: 3 clusters Score -325318.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -325356.187500 Penalty: 3909.066406
	Iteration 27Q: 3 clusters Score -325356.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -325388.531250 Penalty: 3909.066406
	Iteration 28Q: 3 clusters Score -325388.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -325426.531250 Penalty: 3909.066406
	Iteration 29Q: 3 clusters Score -325426.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -325478.187500 Penalty: 3909.066406
	Iteration 30Q: 3 clusters Score -325478.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -325537.968750 Penalty: 3909.066406
	Iteration 31Q: 3 clusters Score -325538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -325610.218750 Penalty: 3909.066406
	Iteration 32Q: 3 clusters Score -325610.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -325663.500000 Penalty: 3909.066406
	Iteration 33Q: 3 clusters Score -325663.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -325722.437500 Penalty: 3909.066406
	Iteration 34Q: 3 clusters Score -325722.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -325763.156250 Penalty: 3909.066406
	Iteration 35Q: 3 clusters Score -325763.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -325783.093750 Penalty: 3909.066406
	Iteration 36Q: 3 clusters Score -325783.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -325788.531250 Penalty: 3909.066406
	Iteration 37Q: 3 clusters Score -325788.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -325788.625000 Penalty: 3909.066406
	Iteration 38Q: 3 clusters Score -325788.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -325789.500000 Penalty: 3909.066406
	Iteration 39Q: 3 clusters Score -325789.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -325789.500000 Penalty: 3909.066406
	Iteration 40F: 3 clusters Score -325789.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Entering Unmasked Estep 
Score: -681354.062500 Penalty: 2155.404297
	Iteration 0F: 2 clusters Score -681354.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -676229.750000 Penalty: 4310.808594
	Iteration 0F: 3 clusters Score -676229.8 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -677532.062500 Penalty: 4310.808594
	Iteration 1F: 3 clusters Score -677532.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -677865.375000 Penalty: 4310.808594
	Iteration 2F: 3 clusters Score -677865.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -678188.000000 Penalty: 4310.808594
	Iteration 3F: 3 clusters Score -678188 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -678477.500000 Penalty: 4310.808594
	Iteration 4F: 3 clusters Score -678477.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -678708.812500 Penalty: 4310.808594
	Iteration 5F: 3 clusters Score -678708.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -678875.125000 Penalty: 4310.808594
	Iteration 6Q: 3 clusters Score -678875.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -679030.187500 Penalty: 4310.808594
	Iteration 7Q: 3 clusters Score -679030.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -679147.125000 Penalty: 4310.808594
	Iteration 8Q: 3 clusters Score -679147.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -679243.812500 Penalty: 4310.808594
	Iteration 9Q: 3 clusters Score -679243.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -679309.125000 Penalty: 4310.808594
	Iteration 10Q: 3 clusters Score -679309.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -679354.687500 Penalty: 4310.808594
	Iteration 11Q: 3 clusters Score -679354.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -679397.812500 Penalty: 4310.808594
	Iteration 12Q: 3 clusters Score -679397.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -679423.687500 Penalty: 4310.808594
	Iteration 13Q: 3 clusters Score -679423.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -679447.187500 Penalty: 4310.808594
	Iteration 14Q: 3 clusters Score -679447.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -679470.625000 Penalty: 4310.808594
	Iteration 15Q: 3 clusters Score -679470.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -679492.750000 Penalty: 4310.808594
	Iteration 16Q: 3 clusters Score -679492.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -679521.937500 Penalty: 4310.808594
	Iteration 17Q: 3 clusters Score -679521.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -679561.437500 Penalty: 4310.808594
	Iteration 18Q: 3 clusters Score -679561.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -679588.375000 Penalty: 4310.808594
	Iteration 19Q: 3 clusters Score -679588.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -679615.687500 Penalty: 4310.808594
	Iteration 20F: 3 clusters Score -679615.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -679636.312500 Penalty: 4310.808594
	Iteration 21Q: 3 clusters Score -679636.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -679656.375000 Penalty: 4310.808594
	Iteration 22Q: 3 clusters Score -679656.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -679677.375000 Penalty: 4310.808594
	Iteration 23Q: 3 clusters Score -679677.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -679704.125000 Penalty: 4310.808594
	Iteration 24Q: 3 clusters Score -679704.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -679734.625000 Penalty: 4310.808594
	Iteration 25Q: 3 clusters Score -679734.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -679763.250000 Penalty: 4310.808594
	Iteration 26Q: 3 clusters Score -679763.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -679802.250000 Penalty: 4310.808594
	Iteration 27Q: 3 clusters Score -679802.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -679857.437500 Penalty: 4310.808594
	Iteration 28Q: 3 clusters Score -679857.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -679915.937500 Penalty: 4310.808594
	Iteration 29Q: 3 clusters Score -679915.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -679973.687500 Penalty: 4310.808594
	Iteration 30Q: 3 clusters Score -679973.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -680018.062500 Penalty: 4310.808594
	Iteration 31Q: 3 clusters Score -680018.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -680049.687500 Penalty: 4310.808594
	Iteration 32Q: 3 clusters Score -680049.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -680085.125000 Penalty: 4310.808594
	Iteration 33Q: 3 clusters Score -680085.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -680111.937500 Penalty: 4310.808594
	Iteration 34Q: 3 clusters Score -680111.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -680132.125000 Penalty: 4310.808594
	Iteration 35Q: 3 clusters Score -680132.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -680151.750000 Penalty: 4310.808594
	Iteration 36Q: 3 clusters Score -680151.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -680166.062500 Penalty: 4310.808594
	Iteration 37Q: 3 clusters Score -680166.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -680175.062500 Penalty: 4310.808594
	Iteration 38Q: 3 clusters Score -680175.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -680181.000000 Penalty: 4310.808594
	Iteration 39Q: 3 clusters Score -680181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -680186.125000 Penalty: 4310.808594
	Iteration 40F: 3 clusters Score -680186.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -680191.562500 Penalty: 4310.808594
	Iteration 41Q: 3 clusters Score -680191.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -680198.625000 Penalty: 4310.808594
	Iteration 42Q: 3 clusters Score -680198.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -680199.750000 Penalty: 4310.808594
	Iteration 43Q: 3 clusters Score -680199.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -680203.875000 Penalty: 4310.808594
	Iteration 44Q: 3 clusters Score -680203.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -680204.000000 Penalty: 4310.808594
	Iteration 45Q: 3 clusters Score -680204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -680207.375000 Penalty: 4310.808594
	Iteration 46Q: 3 clusters Score -680207.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -680209.750000 Penalty: 4310.808594
	Iteration 47Q: 3 clusters Score -680209.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -680209.875000 Penalty: 4310.808594
	Iteration 48Q: 3 clusters Score -680209.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -680214.500000 Penalty: 4310.808594
	Iteration 49Q: 3 clusters Score -680214.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -680215.250000 Penalty: 4310.808594
	Iteration 50Q: 3 clusters Score -680215.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -680219.937500 Penalty: 4310.808594
	Iteration 51Q: 3 clusters Score -680219.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -680224.000000 Penalty: 4310.808594
	Iteration 52Q: 3 clusters Score -680224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -680228.625000 Penalty: 4310.808594
	Iteration 53Q: 3 clusters Score -680228.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -680229.812500 Penalty: 4310.808594
	Iteration 54Q: 3 clusters Score -680229.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -680230.750000 Penalty: 4310.808594
	Iteration 55Q: 3 clusters Score -680230.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -680232.687500 Penalty: 4310.808594
	Iteration 56Q: 3 clusters Score -680232.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -680234.750000 Penalty: 4310.808594
	Iteration 57Q: 3 clusters Score -680234.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -680238.437500 Penalty: 4310.808594
	Iteration 58Q: 3 clusters Score -680238.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -680240.875000 Penalty: 4310.808594
	Iteration 59Q: 3 clusters Score -680240.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -680245.125000 Penalty: 4310.808594
	Iteration 60F: 3 clusters Score -680245.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -680248.875000 Penalty: 4310.808594
	Iteration 61Q: 3 clusters Score -680248.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -680252.437500 Penalty: 4310.808594
	Iteration 62Q: 3 clusters Score -680252.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -680255.812500 Penalty: 4310.808594
	Iteration 63Q: 3 clusters Score -680255.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -680260.562500 Penalty: 4310.808594
	Iteration 64Q: 3 clusters Score -680260.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -680263.312500 Penalty: 4310.808594
	Iteration 65Q: 3 clusters Score -680263.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -680265.187500 Penalty: 4310.808594
	Iteration 66Q: 3 clusters Score -680265.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -680269.562500 Penalty: 4310.808594
	Iteration 67Q: 3 clusters Score -680269.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -680271.250000 Penalty: 4310.808594
	Iteration 68Q: 3 clusters Score -680271.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -680274.000000 Penalty: 4310.808594
	Iteration 69Q: 3 clusters Score -680274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -680277.312500 Penalty: 4310.808594
	Iteration 70Q: 3 clusters Score -680277.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -680276.062500 Penalty: 4310.808594
	Iteration 71Q: 3 clusters Score -680276.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -680278.687500 Penalty: 4310.808594
	Iteration 72Q: 3 clusters Score -680278.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -680281.562500 Penalty: 4310.808594
	Iteration 73Q: 3 clusters Score -680281.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -680284.375000 Penalty: 4310.808594
	Iteration 74Q: 3 clusters Score -680284.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -680286.875000 Penalty: 4310.808594
	Iteration 75Q: 3 clusters Score -680286.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -680293.875000 Penalty: 4310.808594
	Iteration 76Q: 3 clusters Score -680293.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -680297.437500 Penalty: 4310.808594
	Iteration 77Q: 3 clusters Score -680297.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -680300.312500 Penalty: 4310.808594
	Iteration 78Q: 3 clusters Score -680300.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -680301.687500 Penalty: 4310.808594
	Iteration 79Q: 3 clusters Score -680301.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -680305.750000 Penalty: 4310.808594
	Iteration 80F: 3 clusters Score -680305.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -680309.875000 Penalty: 4310.808594
	Iteration 81Q: 3 clusters Score -680309.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -680316.875000 Penalty: 4310.808594
	Iteration 82Q: 3 clusters Score -680316.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -680323.250000 Penalty: 4310.808594
	Iteration 83Q: 3 clusters Score -680323.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -680328.062500 Penalty: 4310.808594
	Iteration 84Q: 3 clusters Score -680328.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -680331.937500 Penalty: 4310.808594
	Iteration 85Q: 3 clusters Score -680331.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -680334.187500 Penalty: 4310.808594
	Iteration 86Q: 3 clusters Score -680334.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -680335.125000 Penalty: 4310.808594
	Iteration 87Q: 3 clusters Score -680335.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -680342.750000 Penalty: 4310.808594
	Iteration 88Q: 3 clusters Score -680342.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -680350.875000 Penalty: 4310.808594
	Iteration 89Q: 3 clusters Score -680350.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -680356.875000 Penalty: 4310.808594
	Iteration 90Q: 3 clusters Score -680356.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -680363.312500 Penalty: 4310.808594
	Iteration 91Q: 3 clusters Score -680363.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -680367.000000 Penalty: 4310.808594
	Iteration 92Q: 3 clusters Score -680367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -680369.875000 Penalty: 4310.808594
	Iteration 93Q: 3 clusters Score -680369.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -680372.687500 Penalty: 4310.808594
	Iteration 94Q: 3 clusters Score -680372.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -680375.750000 Penalty: 4310.808594
	Iteration 95Q: 3 clusters Score -680375.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -680382.375000 Penalty: 4310.808594
	Iteration 96Q: 3 clusters Score -680382.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -680385.437500 Penalty: 4310.808594
	Iteration 97Q: 3 clusters Score -680385.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -680391.625000 Penalty: 4310.808594
	Iteration 98Q: 3 clusters Score -680391.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -680395.312500 Penalty: 4310.808594
	Iteration 99Q: 3 clusters Score -680395.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -680396.687500 Penalty: 4310.808594
	Iteration 100F: 3 clusters Score -680396.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -680399.375000 Penalty: 4310.808594
	Iteration 101Q: 3 clusters Score -680399.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -680400.437500 Penalty: 4310.808594
	Iteration 102Q: 3 clusters Score -680400.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -680403.500000 Penalty: 4310.808594
	Iteration 103Q: 3 clusters Score -680403.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -680405.312500 Penalty: 4310.808594
	Iteration 104Q: 3 clusters Score -680405.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -680404.937500 Penalty: 4310.808594
	Iteration 105Q: 3 clusters Score -680404.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -680404.937500 Penalty: 4310.808594
	Iteration 106F: 3 clusters Score -680404.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -122388.320312 Penalty: 1718.034424
	Iteration 0F: 2 clusters Score -122388.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -120437.914062 Penalty: 3436.068848
	Iteration 0F: 3 clusters Score -120437.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -120767.601562 Penalty: 3436.068848
	Iteration 1F: 3 clusters Score -120767.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -120906.679688 Penalty: 3436.068848
	Iteration 2F: 3 clusters Score -120906.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -121007.648438 Penalty: 3436.068848
	Iteration 3Q: 3 clusters Score -121007.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121095.718750 Penalty: 3436.068848
	Iteration 4Q: 3 clusters Score -121095.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -121153.468750 Penalty: 3436.068848
	Iteration 5Q: 3 clusters Score -121153.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -121248.265625 Penalty: 3436.068848
	Iteration 6Q: 3 clusters Score -121248.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -121319.906250 Penalty: 3436.068848
	Iteration 7Q: 3 clusters Score -121319.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -121368.164062 Penalty: 3436.068848
	Iteration 8Q: 3 clusters Score -121368.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -121404.828125 Penalty: 3436.068848
	Iteration 9Q: 3 clusters Score -121404.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -121432.953125 Penalty: 3436.068848
	Iteration 10Q: 3 clusters Score -121433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -121465.289062 Penalty: 3436.068848
	Iteration 11Q: 3 clusters Score -121465.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -121491.351562 Penalty: 3436.068848
	Iteration 12Q: 3 clusters Score -121491.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -121511.312500 Penalty: 3436.068848
	Iteration 13Q: 3 clusters Score -121511.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -121520.453125 Penalty: 3436.068848
	Iteration 14Q: 3 clusters Score -121520.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -121525.695312 Penalty: 3436.068848
	Iteration 15Q: 3 clusters Score -121525.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -121529.906250 Penalty: 3436.068848
	Iteration 16Q: 3 clusters Score -121529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -121531.179688 Penalty: 3436.068848
	Iteration 17Q: 3 clusters Score -121531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -121532.570312 Penalty: 3436.068848
	Iteration 18Q: 3 clusters Score -121532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -121538.601562 Penalty: 3436.068848
	Iteration 19Q: 3 clusters Score -121538.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -121543.945312 Penalty: 3436.068848
	Iteration 20F: 3 clusters Score -121543.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -121555.046875 Penalty: 3436.068848
	Iteration 21Q: 3 clusters Score -121555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -121561.578125 Penalty: 3436.068848
	Iteration 22Q: 3 clusters Score -121561.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -121567.171875 Penalty: 3436.068848
	Iteration 23Q: 3 clusters Score -121567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -121574.929688 Penalty: 3436.068848
	Iteration 24Q: 3 clusters Score -121574.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -121576.968750 Penalty: 3436.068848
	Iteration 25Q: 3 clusters Score -121577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -121577.843750 Penalty: 3436.068848
	Iteration 26Q: 3 clusters Score -121577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -121581.000000 Penalty: 3436.068848
	Iteration 27Q: 3 clusters Score -121581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -121584.453125 Penalty: 3436.068848
	Iteration 28Q: 3 clusters Score -121584.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -121585.218750 Penalty: 3436.068848
	Iteration 29Q: 3 clusters Score -121585.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -121585.218750 Penalty: 3436.068848
	Iteration 30F: 3 clusters Score -121585.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Entering Unmasked Estep 
Score: -2488141.000000 Penalty: 2444.321045
	Iteration 0F: 2 clusters Score -2488141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2474588.750000 Penalty: 4888.642090
	Iteration 0F: 3 clusters Score -2474589 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2479253.500000 Penalty: 4888.642090
	Iteration 1F: 3 clusters Score -2479254 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2479688.250000 Penalty: 4888.642090
	Iteration 2F: 3 clusters Score -2479688 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2480062.500000 Penalty: 4888.642090
	Iteration 3Q: 3 clusters Score -2480062 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2480405.000000 Penalty: 4888.642090
	Iteration 4Q: 3 clusters Score -2480405 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2480770.500000 Penalty: 4888.642090
	Iteration 5Q: 3 clusters Score -2480770 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2481241.500000 Penalty: 4888.642090
	Iteration 6Q: 3 clusters Score -2481242 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2481846.750000 Penalty: 4888.642090
	Iteration 7F: 3 clusters Score -2481847 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2482609.000000 Penalty: 4888.642090
	Iteration 8F: 3 clusters Score -2482609 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2483458.750000 Penalty: 4888.642090
	Iteration 9F: 3 clusters Score -2483459 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2484319.250000 Penalty: 4888.642090
	Iteration 10F: 3 clusters Score -2484319 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2485086.500000 Penalty: 4888.642090
	Iteration 11Q: 3 clusters Score -2485086 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2485791.750000 Penalty: 4888.642090
	Iteration 12Q: 3 clusters Score -2485792 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2486317.250000 Penalty: 4888.642090
	Iteration 13Q: 3 clusters Score -2486317 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2486714.250000 Penalty: 4888.642090
	Iteration 14Q: 3 clusters Score -2486714 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2486934.000000 Penalty: 4888.642090
	Iteration 15Q: 3 clusters Score -2486934 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2487049.750000 Penalty: 4888.642090
	Iteration 16Q: 3 clusters Score -2487050 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2487094.250000 Penalty: 4888.642090
	Iteration 17Q: 3 clusters Score -2487094 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2487114.000000 Penalty: 4888.642090
	Iteration 18Q: 3 clusters Score -2487114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2487127.500000 Penalty: 4888.642090
	Iteration 19Q: 3 clusters Score -2487128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2487151.000000 Penalty: 4888.642090
	Iteration 20F: 3 clusters Score -2487151 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2487164.250000 Penalty: 4888.642090
	Iteration 21Q: 3 clusters Score -2487164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2487160.750000 Penalty: 4888.642090
	Iteration 22Q: 3 clusters Score -2487161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2487170.500000 Penalty: 4888.642090
	Iteration 23Q: 3 clusters Score -2487170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2487170.000000 Penalty: 4888.642090
	Iteration 24Q: 3 clusters Score -2487170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2487164.250000 Penalty: 4888.642090
	Iteration 25Q: 3 clusters Score -2487164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2487177.500000 Penalty: 4888.642090
	Iteration 26Q: 3 clusters Score -2487178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2487180.000000 Penalty: 4888.642090
	Iteration 27Q: 3 clusters Score -2487180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2487184.250000 Penalty: 4888.642090
	Iteration 28Q: 3 clusters Score -2487184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2487188.000000 Penalty: 4888.642090
	Iteration 29Q: 3 clusters Score -2487188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2487186.750000 Penalty: 4888.642090
	Iteration 30Q: 3 clusters Score -2487187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2487190.500000 Penalty: 4888.642090
	Iteration 31Q: 3 clusters Score -2487190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2487194.750000 Penalty: 4888.642090
	Iteration 32Q: 3 clusters Score -2487195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2487199.500000 Penalty: 4888.642090
	Iteration 33Q: 3 clusters Score -2487200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2487195.750000 Penalty: 4888.642090
	Iteration 34Q: 3 clusters Score -2487196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2487193.500000 Penalty: 4888.642090
	Iteration 35Q: 3 clusters Score -2487194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2487193.500000 Penalty: 4888.642090
	Iteration 36F: 3 clusters Score -2487194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (143429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143429 members 
Entering Unmasked Estep 
Score: -18460694.000000 Penalty: 2944.651611
	Iteration 0F: 2 clusters Score -1.846069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71931 members 
Mstep: Class 2 contains 71498 members 
Entering Unmasked Estep 
Score: -18365006.000000 Penalty: 5889.303223
	Iteration 0F: 3 clusters Score -1.836501e+07 nChanged 68554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73823 members 
Mstep: Class 2 contains 69606 members 
Entering Unmasked Estep 
Score: -18404910.000000 Penalty: 5889.303223
	Iteration 1F: 3 clusters Score -1.840491e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -18405818.000000 Penalty: 5889.303223
	Iteration 2Q: 3 clusters Score -1.840582e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76724 members 
Mstep: Class 2 contains 66705 members 
Entering Unmasked Estep 
Score: -18407004.000000 Penalty: 5889.303223
	Iteration 3Q: 3 clusters Score -1.8407e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79400 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -18408458.000000 Penalty: 5889.303223
	Iteration 4Q: 3 clusters Score -1.840846e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83354 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -18410388.000000 Penalty: 5889.303223
	Iteration 5Q: 3 clusters Score -1.841039e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89041 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -18413408.000000 Penalty: 5889.303223
	Iteration 6Q: 3 clusters Score -1.841341e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97010 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -18418554.000000 Penalty: 5889.303223
	Iteration 7F: 3 clusters Score -1.841855e+07 nChanged 10481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107437 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -18426604.000000 Penalty: 5889.303223
	Iteration 8F: 3 clusters Score -1.84266e+07 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119368 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -18436994.000000 Penalty: 5889.303223
	Iteration 9F: 3 clusters Score -1.843699e+07 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130053 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -18446994.000000 Penalty: 5889.303223
	Iteration 10F: 3 clusters Score -1.844699e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137108 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -18453218.000000 Penalty: 5889.303223
	Iteration 11Q: 3 clusters Score -1.845322e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140522 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -18456102.000000 Penalty: 5889.303223
	Iteration 12Q: 3 clusters Score -1.84561e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141927 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -18457282.000000 Penalty: 5889.303223
	Iteration 13Q: 3 clusters Score -1.845728e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142450 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -18457760.000000 Penalty: 5889.303223
	Iteration 14Q: 3 clusters Score -1.845776e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142661 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -18457950.000000 Penalty: 5889.303223
	Iteration 15Q: 3 clusters Score -1.845795e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142759 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -18458050.000000 Penalty: 5889.303223
	Iteration 16Q: 3 clusters Score -1.845805e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142815 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -18458126.000000 Penalty: 5889.303223
	Iteration 17Q: 3 clusters Score -1.845813e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142858 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -18458188.000000 Penalty: 5889.303223
	Iteration 18Q: 3 clusters Score -1.845819e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142876 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -18458228.000000 Penalty: 5889.303223
	Iteration 19Q: 3 clusters Score -1.845823e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142888 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -18458238.000000 Penalty: 5889.303223
	Iteration 20F: 3 clusters Score -1.845824e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142899 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -18458268.000000 Penalty: 5889.303223
	Iteration 21Q: 3 clusters Score -1.845827e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142911 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -18458290.000000 Penalty: 5889.303223
	Iteration 22Q: 3 clusters Score -1.845829e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142918 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -18458298.000000 Penalty: 5889.303223
	Iteration 23Q: 3 clusters Score -1.84583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142929 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -18458306.000000 Penalty: 5889.303223
	Iteration 24Q: 3 clusters Score -1.845831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142934 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -18458312.000000 Penalty: 5889.303223
	Iteration 25Q: 3 clusters Score -1.845831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142936 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -18458312.000000 Penalty: 5889.303223
	Iteration 26Q: 3 clusters Score -1.845831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142940 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -18458330.000000 Penalty: 5889.303223
	Iteration 27Q: 3 clusters Score -1.845833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142940 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -18458328.000000 Penalty: 5889.303223
	Iteration 28Q: 3 clusters Score -1.845833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142939 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -18458326.000000 Penalty: 5889.303223
	Iteration 29Q: 3 clusters Score -1.845833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142940 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -18458322.000000 Penalty: 5889.303223
	Iteration 30Q: 3 clusters Score -1.845832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142941 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -18458328.000000 Penalty: 5889.303223
	Iteration 31Q: 3 clusters Score -1.845833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142942 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -18458322.000000 Penalty: 5889.303223
	Iteration 32Q: 3 clusters Score -1.845832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142943 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -18458316.000000 Penalty: 5889.303223
	Iteration 33Q: 3 clusters Score -1.845832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142943 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -18458316.000000 Penalty: 5889.303223
	Iteration 34F: 3 clusters Score -1.845832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Entering Unmasked Estep 
Score: -2941047.000000 Penalty: 2502.969482
	Iteration 0F: 2 clusters Score -2941047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2924374.250000 Penalty: 5005.938965
	Iteration 0F: 3 clusters Score -2924374 nChanged 10791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2930386.000000 Penalty: 5005.938965
	Iteration 1F: 3 clusters Score -2930386 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2930951.500000 Penalty: 5005.938965
	Iteration 2F: 3 clusters Score -2930952 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2931525.500000 Penalty: 5005.938965
	Iteration 3F: 3 clusters Score -2931526 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2932154.750000 Penalty: 5005.938965
	Iteration 4Q: 3 clusters Score -2932155 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2932836.250000 Penalty: 5005.938965
	Iteration 5F: 3 clusters Score -2932836 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2933550.750000 Penalty: 5005.938965
	Iteration 6F: 3 clusters Score -2933551 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2934282.750000 Penalty: 5005.938965
	Iteration 7F: 3 clusters Score -2934283 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2934997.500000 Penalty: 5005.938965
	Iteration 8F: 3 clusters Score -2934998 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2935768.500000 Penalty: 5005.938965
	Iteration 9Q: 3 clusters Score -2935768 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2936489.500000 Penalty: 5005.938965
	Iteration 10Q: 3 clusters Score -2936490 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2937163.750000 Penalty: 5005.938965
	Iteration 11Q: 3 clusters Score -2937164 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2937700.500000 Penalty: 5005.938965
	Iteration 12Q: 3 clusters Score -2937700 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2938036.500000 Penalty: 5005.938965
	Iteration 13Q: 3 clusters Score -2938036 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2938271.250000 Penalty: 5005.938965
	Iteration 14Q: 3 clusters Score -2938271 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2938437.750000 Penalty: 5005.938965
	Iteration 15Q: 3 clusters Score -2938438 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2938594.500000 Penalty: 5005.938965
	Iteration 16Q: 3 clusters Score -2938594 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2938715.250000 Penalty: 5005.938965
	Iteration 17Q: 3 clusters Score -2938715 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2938808.500000 Penalty: 5005.938965
	Iteration 18Q: 3 clusters Score -2938808 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2938881.000000 Penalty: 5005.938965
	Iteration 19Q: 3 clusters Score -2938881 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2938939.500000 Penalty: 5005.938965
	Iteration 20F: 3 clusters Score -2938940 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2938972.750000 Penalty: 5005.938965
	Iteration 21Q: 3 clusters Score -2938973 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2939003.000000 Penalty: 5005.938965
	Iteration 22Q: 3 clusters Score -2939003 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2939041.000000 Penalty: 5005.938965
	Iteration 23Q: 3 clusters Score -2939041 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2939062.000000 Penalty: 5005.938965
	Iteration 24Q: 3 clusters Score -2939062 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2939085.000000 Penalty: 5005.938965
	Iteration 25Q: 3 clusters Score -2939085 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2939102.000000 Penalty: 5005.938965
	Iteration 26Q: 3 clusters Score -2939102 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2939126.500000 Penalty: 5005.938965
	Iteration 27Q: 3 clusters Score -2939126 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2939137.000000 Penalty: 5005.938965
	Iteration 28Q: 3 clusters Score -2939137 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2939143.500000 Penalty: 5005.938965
	Iteration 29Q: 3 clusters Score -2939144 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2939163.000000 Penalty: 5005.938965
	Iteration 30Q: 3 clusters Score -2939163 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2939178.000000 Penalty: 5005.938965
	Iteration 31Q: 3 clusters Score -2939178 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2939189.000000 Penalty: 5005.938965
	Iteration 32Q: 3 clusters Score -2939189 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2939198.750000 Penalty: 5005.938965
	Iteration 33Q: 3 clusters Score -2939199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2939215.000000 Penalty: 5005.938965
	Iteration 34Q: 3 clusters Score -2939215 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2939222.750000 Penalty: 5005.938965
	Iteration 35Q: 3 clusters Score -2939223 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2939233.000000 Penalty: 5005.938965
	Iteration 36Q: 3 clusters Score -2939233 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2939245.000000 Penalty: 5005.938965
	Iteration 37Q: 3 clusters Score -2939245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2939254.500000 Penalty: 5005.938965
	Iteration 38Q: 3 clusters Score -2939254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2939250.500000 Penalty: 5005.938965
	Iteration 39Q: 3 clusters Score -2939250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2939257.250000 Penalty: 5005.938965
	Iteration 40F: 3 clusters Score -2939257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2939273.500000 Penalty: 5005.938965
	Iteration 41Q: 3 clusters Score -2939274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2939277.500000 Penalty: 5005.938965
	Iteration 42Q: 3 clusters Score -2939278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2939285.250000 Penalty: 5005.938965
	Iteration 43Q: 3 clusters Score -2939285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2939283.500000 Penalty: 5005.938965
	Iteration 44Q: 3 clusters Score -2939284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2939293.000000 Penalty: 5005.938965
	Iteration 45Q: 3 clusters Score -2939293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2939295.750000 Penalty: 5005.938965
	Iteration 46Q: 3 clusters Score -2939296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2939305.000000 Penalty: 5005.938965
	Iteration 47Q: 3 clusters Score -2939305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2939317.500000 Penalty: 5005.938965
	Iteration 48Q: 3 clusters Score -2939318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2939317.250000 Penalty: 5005.938965
	Iteration 49Q: 3 clusters Score -2939317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2939324.750000 Penalty: 5005.938965
	Iteration 50Q: 3 clusters Score -2939325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2939324.250000 Penalty: 5005.938965
	Iteration 51Q: 3 clusters Score -2939324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2939325.500000 Penalty: 5005.938965
	Iteration 52Q: 3 clusters Score -2939326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2939324.000000 Penalty: 5005.938965
	Iteration 53Q: 3 clusters Score -2939324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2939334.500000 Penalty: 5005.938965
	Iteration 54Q: 3 clusters Score -2939334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2939342.250000 Penalty: 5005.938965
	Iteration 55Q: 3 clusters Score -2939342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2939343.000000 Penalty: 5005.938965
	Iteration 56Q: 3 clusters Score -2939343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2939350.500000 Penalty: 5005.938965
	Iteration 57Q: 3 clusters Score -2939350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2939344.500000 Penalty: 5005.938965
	Iteration 58Q: 3 clusters Score -2939344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2939355.500000 Penalty: 5005.938965
	Iteration 59Q: 3 clusters Score -2939356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2939355.250000 Penalty: 5005.938965
	Iteration 60F: 3 clusters Score -2939355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2939356.250000 Penalty: 5005.938965
	Iteration 61Q: 3 clusters Score -2939356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2939356.500000 Penalty: 5005.938965
	Iteration 62Q: 3 clusters Score -2939356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2939363.000000 Penalty: 5005.938965
	Iteration 63Q: 3 clusters Score -2939363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2939357.750000 Penalty: 5005.938965
	Iteration 64Q: 3 clusters Score -2939358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2939362.000000 Penalty: 5005.938965
	Iteration 65Q: 3 clusters Score -2939362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2939361.750000 Penalty: 5005.938965
	Iteration 66Q: 3 clusters Score -2939362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2939370.250000 Penalty: 5005.938965
	Iteration 67Q: 3 clusters Score -2939370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2939377.000000 Penalty: 5005.938965
	Iteration 68Q: 3 clusters Score -2939377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2939372.500000 Penalty: 5005.938965
	Iteration 69Q: 3 clusters Score -2939372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2939379.000000 Penalty: 5005.938965
	Iteration 70Q: 3 clusters Score -2939379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2939374.000000 Penalty: 5005.938965
	Iteration 71Q: 3 clusters Score -2939374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2939379.750000 Penalty: 5005.938965
	Iteration 72Q: 3 clusters Score -2939380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2939381.000000 Penalty: 5005.938965
	Iteration 73Q: 3 clusters Score -2939381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2939387.250000 Penalty: 5005.938965
	Iteration 74Q: 3 clusters Score -2939387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2939387.000000 Penalty: 5005.938965
	Iteration 75Q: 3 clusters Score -2939387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2939399.750000 Penalty: 5005.938965
	Iteration 76Q: 3 clusters Score -2939400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2939403.500000 Penalty: 5005.938965
	Iteration 77Q: 3 clusters Score -2939404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2939406.000000 Penalty: 5005.938965
	Iteration 78Q: 3 clusters Score -2939406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2939408.250000 Penalty: 5005.938965
	Iteration 79Q: 3 clusters Score -2939408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2939410.250000 Penalty: 5005.938965
	Iteration 80F: 3 clusters Score -2939410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2939410.250000 Penalty: 5005.938965
	Iteration 81Q: 3 clusters Score -2939410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2939410.250000 Penalty: 5005.938965
	Iteration 82Q: 3 clusters Score -2939410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2939411.250000 Penalty: 5005.938965
	Iteration 83Q: 3 clusters Score -2939411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2939411.750000 Penalty: 5005.938965
	Iteration 84Q: 3 clusters Score -2939412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2939410.250000 Penalty: 5005.938965
	Iteration 85Q: 3 clusters Score -2939410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2939416.000000 Penalty: 5005.938965
	Iteration 86Q: 3 clusters Score -2939416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2939411.000000 Penalty: 5005.938965
	Iteration 87Q: 3 clusters Score -2939411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2939411.750000 Penalty: 5005.938965
	Iteration 88Q: 3 clusters Score -2939412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2939416.000000 Penalty: 5005.938965
	Iteration 89Q: 3 clusters Score -2939416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2939421.500000 Penalty: 5005.938965
	Iteration 90Q: 3 clusters Score -2939422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2939426.000000 Penalty: 5005.938965
	Iteration 91Q: 3 clusters Score -2939426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2939425.250000 Penalty: 5005.938965
	Iteration 92Q: 3 clusters Score -2939425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2939430.750000 Penalty: 5005.938965
	Iteration 93Q: 3 clusters Score -2939431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2939432.000000 Penalty: 5005.938965
	Iteration 94Q: 3 clusters Score -2939432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2939431.250000 Penalty: 5005.938965
	Iteration 95Q: 3 clusters Score -2939431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2939430.750000 Penalty: 5005.938965
	Iteration 96Q: 3 clusters Score -2939431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2939434.250000 Penalty: 5005.938965
	Iteration 97Q: 3 clusters Score -2939434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2939436.750000 Penalty: 5005.938965
	Iteration 98Q: 3 clusters Score -2939437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2939435.250000 Penalty: 5005.938965
	Iteration 99Q: 3 clusters Score -2939435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2939435.750000 Penalty: 5005.938965
	Iteration 100F: 3 clusters Score -2939436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Entering Unmasked Estep 
Score: -483542.718750 Penalty: 2052.735107
	Iteration 0F: 2 clusters Score -483542.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -479701.250000 Penalty: 4105.470215
	Iteration 0F: 3 clusters Score -479701.2 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -480660.187500 Penalty: 4105.470215
	Iteration 1F: 3 clusters Score -480660.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -480970.843750 Penalty: 4105.470215
	Iteration 2F: 3 clusters Score -480970.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -481243.718750 Penalty: 4105.470215
	Iteration 3F: 3 clusters Score -481243.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -481512.031250 Penalty: 4105.470215
	Iteration 4F: 3 clusters Score -481512 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -481768.625000 Penalty: 4105.470215
	Iteration 5F: 3 clusters Score -481768.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -482008.875000 Penalty: 4105.470215
	Iteration 6F: 3 clusters Score -482008.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -482231.218750 Penalty: 4105.470215
	Iteration 7Q: 3 clusters Score -482231.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -482406.781250 Penalty: 4105.470215
	Iteration 8Q: 3 clusters Score -482406.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -482549.875000 Penalty: 4105.470215
	Iteration 9Q: 3 clusters Score -482549.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -482650.781250 Penalty: 4105.470215
	Iteration 10Q: 3 clusters Score -482650.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -482735.906250 Penalty: 4105.470215
	Iteration 11Q: 3 clusters Score -482735.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -482799.468750 Penalty: 4105.470215
	Iteration 12Q: 3 clusters Score -482799.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -482846.250000 Penalty: 4105.470215
	Iteration 13Q: 3 clusters Score -482846.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -482875.781250 Penalty: 4105.470215
	Iteration 14Q: 3 clusters Score -482875.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -482895.312500 Penalty: 4105.470215
	Iteration 15Q: 3 clusters Score -482895.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -482914.656250 Penalty: 4105.470215
	Iteration 16Q: 3 clusters Score -482914.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -482928.375000 Penalty: 4105.470215
	Iteration 17Q: 3 clusters Score -482928.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -482937.687500 Penalty: 4105.470215
	Iteration 18Q: 3 clusters Score -482937.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -482949.093750 Penalty: 4105.470215
	Iteration 19Q: 3 clusters Score -482949.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -482964.968750 Penalty: 4105.470215
	Iteration 20F: 3 clusters Score -482965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -482976.000000 Penalty: 4105.470215
	Iteration 21Q: 3 clusters Score -482976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -482987.468750 Penalty: 4105.470215
	Iteration 22Q: 3 clusters Score -482987.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -482993.250000 Penalty: 4105.470215
	Iteration 23Q: 3 clusters Score -482993.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -482996.218750 Penalty: 4105.470215
	Iteration 24Q: 3 clusters Score -482996.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -482999.218750 Penalty: 4105.470215
	Iteration 25Q: 3 clusters Score -482999.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -483002.562500 Penalty: 4105.470215
	Iteration 26Q: 3 clusters Score -483002.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -483004.343750 Penalty: 4105.470215
	Iteration 27Q: 3 clusters Score -483004.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -483006.343750 Penalty: 4105.470215
	Iteration 28Q: 3 clusters Score -483006.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -483007.875000 Penalty: 4105.470215
	Iteration 29Q: 3 clusters Score -483007.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -483010.031250 Penalty: 4105.470215
	Iteration 30Q: 3 clusters Score -483010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -483011.656250 Penalty: 4105.470215
	Iteration 31Q: 3 clusters Score -483011.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -483013.437500 Penalty: 4105.470215
	Iteration 32Q: 3 clusters Score -483013.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -483013.281250 Penalty: 4105.470215
	Iteration 33Q: 3 clusters Score -483013.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -483012.812500 Penalty: 4105.470215
	Iteration 34Q: 3 clusters Score -483012.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -483014.156250 Penalty: 4105.470215
	Iteration 35Q: 3 clusters Score -483014.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -483015.531250 Penalty: 4105.470215
	Iteration 36Q: 3 clusters Score -483015.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -483015.156250 Penalty: 4105.470215
	Iteration 37Q: 3 clusters Score -483015.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -483015.125000 Penalty: 4105.470215
	Iteration 38Q: 3 clusters Score -483015.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -483016.968750 Penalty: 4105.470215
	Iteration 39Q: 3 clusters Score -483017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -483019.375000 Penalty: 4105.470215
	Iteration 40F: 3 clusters Score -483019.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -483021.625000 Penalty: 4105.470215
	Iteration 41Q: 3 clusters Score -483021.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -483022.031250 Penalty: 4105.470215
	Iteration 42Q: 3 clusters Score -483022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -483022.031250 Penalty: 4105.470215
	Iteration 43F: 3 clusters Score -483022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (179191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179191 members 
Entering Unmasked Estep 
Score: -22983140.000000 Penalty: 2999.859375
	Iteration 0F: 2 clusters Score -2.298314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89929 members 
Mstep: Class 2 contains 89262 members 
Entering Unmasked Estep 
Score: -22863298.000000 Penalty: 5999.718750
	Iteration 0F: 3 clusters Score -2.28633e+07 nChanged 86220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95877 members 
Mstep: Class 2 contains 83314 members 
Entering Unmasked Estep 
Score: -22913710.000000 Penalty: 5999.718750
	Iteration 1F: 3 clusters Score -2.291371e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99943 members 
Mstep: Class 2 contains 79248 members 
Entering Unmasked Estep 
Score: -22915004.000000 Penalty: 5999.718750
	Iteration 2Q: 3 clusters Score -2.2915e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106120 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -22917086.000000 Penalty: 5999.718750
	Iteration 3Q: 3 clusters Score -2.291709e+07 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115424 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
Score: -22921812.000000 Penalty: 5999.718750
	Iteration 4F: 3 clusters Score -2.292181e+07 nChanged 13471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128871 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -22930668.000000 Penalty: 5999.718750
	Iteration 5F: 3 clusters Score -2.293067e+07 nChanged 17153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146022 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -22946218.000000 Penalty: 5999.718750
	Iteration 6F: 3 clusters Score -2.294622e+07 nChanged 17136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163158 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -22964108.000000 Penalty: 5999.718750
	Iteration 7F: 3 clusters Score -2.296411e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174193 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -22975616.000000 Penalty: 5999.718750
	Iteration 8F: 3 clusters Score -2.297562e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178022 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -22979234.000000 Penalty: 5999.718750
	Iteration 9Q: 3 clusters Score -2.297923e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178840 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22980102.000000 Penalty: 5999.718750
	Iteration 10Q: 3 clusters Score -2.29801e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178986 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22980312.000000 Penalty: 5999.718750
	Iteration 11Q: 3 clusters Score -2.298031e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179017 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22980414.000000 Penalty: 5999.718750
	Iteration 12Q: 3 clusters Score -2.298041e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179027 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22980458.000000 Penalty: 5999.718750
	Iteration 13Q: 3 clusters Score -2.298046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179031 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22980482.000000 Penalty: 5999.718750
	Iteration 14Q: 3 clusters Score -2.298048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179034 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22980490.000000 Penalty: 5999.718750
	Iteration 15Q: 3 clusters Score -2.298049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179035 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22980488.000000 Penalty: 5999.718750
	Iteration 16Q: 3 clusters Score -2.298049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179034 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22980490.000000 Penalty: 5999.718750
	Iteration 17Q: 3 clusters Score -2.298049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179034 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22980490.000000 Penalty: 5999.718750
	Iteration 18F: 3 clusters Score -2.298049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (51932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Entering Unmasked Estep 
Score: -6685127.500000 Penalty: 2692.707275
	Iteration 0F: 2 clusters Score -6685128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -6650244.500000 Penalty: 5385.414551
	Iteration 0F: 3 clusters Score -6650244 nChanged 23921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -6663755.500000 Penalty: 5385.414551
	Iteration 1F: 3 clusters Score -6663756 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -6664486.500000 Penalty: 5385.414551
	Iteration 2Q: 3 clusters Score -6664486 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -6665388.500000 Penalty: 5385.414551
	Iteration 3Q: 3 clusters Score -6665388 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -6666409.000000 Penalty: 5385.414551
	Iteration 4Q: 3 clusters Score -6666409 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -6667610.000000 Penalty: 5385.414551
	Iteration 5F: 3 clusters Score -6667610 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -6669073.000000 Penalty: 5385.414551
	Iteration 6F: 3 clusters Score -6669073 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -6670769.000000 Penalty: 5385.414551
	Iteration 7F: 3 clusters Score -6670769 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -6672601.500000 Penalty: 5385.414551
	Iteration 8F: 3 clusters Score -6672602 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -6674481.500000 Penalty: 5385.414551
	Iteration 9F: 3 clusters Score -6674482 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -6676139.500000 Penalty: 5385.414551
	Iteration 10Q: 3 clusters Score -6676140 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -6677523.500000 Penalty: 5385.414551
	Iteration 11Q: 3 clusters Score -6677524 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -6678642.500000 Penalty: 5385.414551
	Iteration 12Q: 3 clusters Score -6678642 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -6679345.500000 Penalty: 5385.414551
	Iteration 13Q: 3 clusters Score -6679346 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -6679806.000000 Penalty: 5385.414551
	Iteration 14Q: 3 clusters Score -6679806 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -6680119.500000 Penalty: 5385.414551
	Iteration 15Q: 3 clusters Score -6680120 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -6680361.000000 Penalty: 5385.414551
	Iteration 16Q: 3 clusters Score -6680361 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -6680592.000000 Penalty: 5385.414551
	Iteration 17Q: 3 clusters Score -6680592 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -6680745.000000 Penalty: 5385.414551
	Iteration 18Q: 3 clusters Score -6680745 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -6680925.500000 Penalty: 5385.414551
	Iteration 19Q: 3 clusters Score -6680926 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -6681062.500000 Penalty: 5385.414551
	Iteration 20F: 3 clusters Score -6681062 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -6681230.000000 Penalty: 5385.414551
	Iteration 21Q: 3 clusters Score -6681230 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -6681347.500000 Penalty: 5385.414551
	Iteration 22Q: 3 clusters Score -6681348 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -6681509.500000 Penalty: 5385.414551
	Iteration 23Q: 3 clusters Score -6681510 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -6681626.500000 Penalty: 5385.414551
	Iteration 24Q: 3 clusters Score -6681626 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -6681791.000000 Penalty: 5385.414551
	Iteration 25Q: 3 clusters Score -6681791 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -6681862.000000 Penalty: 5385.414551
	Iteration 26Q: 3 clusters Score -6681862 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -6681954.500000 Penalty: 5385.414551
	Iteration 27Q: 3 clusters Score -6681954 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -6682046.500000 Penalty: 5385.414551
	Iteration 28Q: 3 clusters Score -6682046 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -6682156.500000 Penalty: 5385.414551
	Iteration 29Q: 3 clusters Score -6682156 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -6682255.000000 Penalty: 5385.414551
	Iteration 30Q: 3 clusters Score -6682255 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -6682331.000000 Penalty: 5385.414551
	Iteration 31Q: 3 clusters Score -6682331 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -6682356.000000 Penalty: 5385.414551
	Iteration 32Q: 3 clusters Score -6682356 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -6682441.000000 Penalty: 5385.414551
	Iteration 33Q: 3 clusters Score -6682441 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -6682497.000000 Penalty: 5385.414551
	Iteration 34Q: 3 clusters Score -6682497 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -6682543.500000 Penalty: 5385.414551
	Iteration 35Q: 3 clusters Score -6682544 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6682594.000000 Penalty: 5385.414551
	Iteration 36Q: 3 clusters Score -6682594 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6682627.000000 Penalty: 5385.414551
	Iteration 37Q: 3 clusters Score -6682627 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6682679.500000 Penalty: 5385.414551
	Iteration 38Q: 3 clusters Score -6682680 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6682700.500000 Penalty: 5385.414551
	Iteration 39Q: 3 clusters Score -6682700 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6682711.000000 Penalty: 5385.414551
	Iteration 40F: 3 clusters Score -6682711 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6682747.000000 Penalty: 5385.414551
	Iteration 41Q: 3 clusters Score -6682747 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6682767.000000 Penalty: 5385.414551
	Iteration 42Q: 3 clusters Score -6682767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6682783.500000 Penalty: 5385.414551
	Iteration 43Q: 3 clusters Score -6682784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6682798.000000 Penalty: 5385.414551
	Iteration 44Q: 3 clusters Score -6682798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6682810.500000 Penalty: 5385.414551
	Iteration 45Q: 3 clusters Score -6682810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6682820.500000 Penalty: 5385.414551
	Iteration 46Q: 3 clusters Score -6682820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6682830.500000 Penalty: 5385.414551
	Iteration 47Q: 3 clusters Score -6682830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6682826.000000 Penalty: 5385.414551
	Iteration 48Q: 3 clusters Score -6682826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6682829.500000 Penalty: 5385.414551
	Iteration 49Q: 3 clusters Score -6682830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6682840.500000 Penalty: 5385.414551
	Iteration 50Q: 3 clusters Score -6682840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6682850.500000 Penalty: 5385.414551
	Iteration 51Q: 3 clusters Score -6682850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6682872.000000 Penalty: 5385.414551
	Iteration 52Q: 3 clusters Score -6682872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6682868.000000 Penalty: 5385.414551
	Iteration 53Q: 3 clusters Score -6682868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6682880.500000 Penalty: 5385.414551
	Iteration 54Q: 3 clusters Score -6682880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6682881.500000 Penalty: 5385.414551
	Iteration 55Q: 3 clusters Score -6682882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6682899.500000 Penalty: 5385.414551
	Iteration 56Q: 3 clusters Score -6682900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6682905.500000 Penalty: 5385.414551
	Iteration 57Q: 3 clusters Score -6682906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6682910.000000 Penalty: 5385.414551
	Iteration 58Q: 3 clusters Score -6682910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6682915.500000 Penalty: 5385.414551
	Iteration 59Q: 3 clusters Score -6682916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6682911.500000 Penalty: 5385.414551
	Iteration 60F: 3 clusters Score -6682912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6682919.000000 Penalty: 5385.414551
	Iteration 61Q: 3 clusters Score -6682919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6682919.000000 Penalty: 5385.414551
	Iteration 62Q: 3 clusters Score -6682919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6682921.500000 Penalty: 5385.414551
	Iteration 63Q: 3 clusters Score -6682922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6682920.500000 Penalty: 5385.414551
	Iteration 64Q: 3 clusters Score -6682920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6682920.500000 Penalty: 5385.414551
	Iteration 65Q: 3 clusters Score -6682920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6682920.500000 Penalty: 5385.414551
	Iteration 66F: 3 clusters Score -6682920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -12027.214844 Penalty: 1267.772949
	Iteration 0F: 2 clusters Score -12027.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11181.347656 Penalty: 2535.545898
	Iteration 0F: 3 clusters Score -11181.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11421.695312 Penalty: 2535.545898
	Iteration 1F: 3 clusters Score -11421.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11521.728516 Penalty: 2535.545898
	Iteration 2Q: 3 clusters Score -11521.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11569.020508 Penalty: 2535.545898
	Iteration 3Q: 3 clusters Score -11569.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11602.830078 Penalty: 2535.545898
	Iteration 4Q: 3 clusters Score -11602.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11703.614258 Penalty: 2535.545898
	Iteration 5Q: 3 clusters Score -11703.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11738.943359 Penalty: 2535.545898
	Iteration 6Q: 3 clusters Score -11738.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11772.345703 Penalty: 2535.545898
	Iteration 7Q: 3 clusters Score -11772.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11773.534180 Penalty: 2535.545898
	Iteration 8F: 3 clusters Score -11773.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11847.547852 Penalty: 2535.545898
	Iteration 9Q: 3 clusters Score -11847.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11847.547852 Penalty: 2535.545898
	Iteration 10F: 3 clusters Score -11847.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -79273.140625 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -79273.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -77661.210938 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -77661.21 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77941.726562 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -77941.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78105.187500 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -78105.19 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -78202.695312 Penalty: 3215.621338
	Iteration 3F: 3 clusters Score -78202.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -78249.835938 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -78249.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -78285.335938 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -78285.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78303.078125 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -78303.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -78323.867188 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -78323.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -78338.359375 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -78338.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78341.570312 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -78341.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -78343.195312 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -78343.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -78351.804688 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -78351.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -78358.031250 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -78358.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -78359.070312 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -78359.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -78359.070312 Penalty: 3215.621338
	Iteration 14F: 3 clusters Score -78359.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -61317.324219 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -61317.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59706.207031 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -59706.21 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60047.960938 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -60047.96 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60305.156250 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -60305.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60483.042969 Penalty: 3143.942627
	Iteration 3F: 3 clusters Score -60483.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60632.054688 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -60632.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60726.101562 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -60726.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60834.871094 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -60834.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60920.230469 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -60920.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60976.609375 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -60976.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61042.925781 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -61042.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61120.843750 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -61120.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61232.570312 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -61232.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61349.171875 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -61349.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -61623.511719 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -61623.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61737.816406 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -61737.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61845.394531 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -61845.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61918.019531 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -61918.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61918.019531 Penalty: 3143.942627
	Iteration 17F: 3 clusters Score -61918.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 14393 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 167553 members 
Mstep: Class 12 contains 19362 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 56847 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 97720 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 20296 members 
Mstep: Class 19 contains 62268 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 47696 members 
Mstep: Class 22 contains 26917 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 10752 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 19075 members 
Mstep: Class 29 contains 143429 members 
Mstep: Class 30 contains 24164 members 
Mstep: Class 31 contains 3933 members 
Mstep: Class 32 contains 179191 members 
Mstep: Class 33 contains 51932 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 331 members 
Mstep: Class 37 contains 8016 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 4755 members 
Mstep: Class 40 contains 24226 members 
Mstep: Class 41 contains 3842 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 401 members 
Mstep: Class 45 contains 235 members 
Entering Unmasked Estep 
Score: -150970416.000000 Penalty: 156338.828125
Splitting cluster 36 changes total score from -150971760.000000 to -150970416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (8016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Entering Unmasked Estep 
Score: -999967.125000 Penalty: 2229.320312
	Iteration 0F: 2 clusters Score -999967.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -993563.437500 Penalty: 4458.640625
	Iteration 0F: 3 clusters Score -993563.4 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -995309.375000 Penalty: 4458.640625
	Iteration 1F: 3 clusters Score -995309.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -995584.000000 Penalty: 4458.640625
	Iteration 2F: 3 clusters Score -995584 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -995760.750000 Penalty: 4458.640625
	Iteration 3F: 3 clusters Score -995760.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -995908.187500 Penalty: 4458.640625
	Iteration 4Q: 3 clusters Score -995908.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -996021.250000 Penalty: 4458.640625
	Iteration 5Q: 3 clusters Score -996021.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -996119.437500 Penalty: 4458.640625
	Iteration 6Q: 3 clusters Score -996119.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -996188.812500 Penalty: 4458.640625
	Iteration 7Q: 3 clusters Score -996188.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -996254.187500 Penalty: 4458.640625
	Iteration 8Q: 3 clusters Score -996254.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -996320.437500 Penalty: 4458.640625
	Iteration 9Q: 3 clusters Score -996320.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -996377.250000 Penalty: 4458.640625
	Iteration 10Q: 3 clusters Score -996377.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -996430.375000 Penalty: 4458.640625
	Iteration 11Q: 3 clusters Score -996430.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -996482.875000 Penalty: 4458.640625
	Iteration 12Q: 3 clusters Score -996482.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -996540.875000 Penalty: 4458.640625
	Iteration 13Q: 3 clusters Score -996540.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -996602.062500 Penalty: 4458.640625
	Iteration 14Q: 3 clusters Score -996602.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -996654.312500 Penalty: 4458.640625
	Iteration 15Q: 3 clusters Score -996654.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -996719.062500 Penalty: 4458.640625
	Iteration 16Q: 3 clusters Score -996719.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -996786.687500 Penalty: 4458.640625
	Iteration 17Q: 3 clusters Score -996786.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -996847.250000 Penalty: 4458.640625
	Iteration 18Q: 3 clusters Score -996847.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -996902.000000 Penalty: 4458.640625
	Iteration 19Q: 3 clusters Score -996902 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -996967.937500 Penalty: 4458.640625
	Iteration 20F: 3 clusters Score -996967.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -997036.062500 Penalty: 4458.640625
	Iteration 21Q: 3 clusters Score -997036.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -997105.875000 Penalty: 4458.640625
	Iteration 22Q: 3 clusters Score -997105.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -997168.375000 Penalty: 4458.640625
	Iteration 23Q: 3 clusters Score -997168.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -997223.437500 Penalty: 4458.640625
	Iteration 24Q: 3 clusters Score -997223.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -997275.000000 Penalty: 4458.640625
	Iteration 25Q: 3 clusters Score -997275 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -997324.625000 Penalty: 4458.640625
	Iteration 26Q: 3 clusters Score -997324.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -997370.562500 Penalty: 4458.640625
	Iteration 27Q: 3 clusters Score -997370.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -997418.875000 Penalty: 4458.640625
	Iteration 28Q: 3 clusters Score -997418.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -997465.500000 Penalty: 4458.640625
	Iteration 29Q: 3 clusters Score -997465.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -997502.375000 Penalty: 4458.640625
	Iteration 30Q: 3 clusters Score -997502.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -997539.500000 Penalty: 4458.640625
	Iteration 31Q: 3 clusters Score -997539.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -997577.062500 Penalty: 4458.640625
	Iteration 32Q: 3 clusters Score -997577.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -997610.937500 Penalty: 4458.640625
	Iteration 33Q: 3 clusters Score -997610.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -997651.312500 Penalty: 4458.640625
	Iteration 34Q: 3 clusters Score -997651.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -997681.000000 Penalty: 4458.640625
	Iteration 35Q: 3 clusters Score -997681 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -997707.750000 Penalty: 4458.640625
	Iteration 36Q: 3 clusters Score -997707.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -997735.125000 Penalty: 4458.640625
	Iteration 37Q: 3 clusters Score -997735.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -997757.312500 Penalty: 4458.640625
	Iteration 38Q: 3 clusters Score -997757.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -997788.250000 Penalty: 4458.640625
	Iteration 39Q: 3 clusters Score -997788.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -997819.750000 Penalty: 4458.640625
	Iteration 40F: 3 clusters Score -997819.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -997846.125000 Penalty: 4458.640625
	Iteration 41Q: 3 clusters Score -997846.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -997869.812500 Penalty: 4458.640625
	Iteration 42Q: 3 clusters Score -997869.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -997889.625000 Penalty: 4458.640625
	Iteration 43Q: 3 clusters Score -997889.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -997915.437500 Penalty: 4458.640625
	Iteration 44Q: 3 clusters Score -997915.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -997943.812500 Penalty: 4458.640625
	Iteration 45Q: 3 clusters Score -997943.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -997961.250000 Penalty: 4458.640625
	Iteration 46Q: 3 clusters Score -997961.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -997968.937500 Penalty: 4458.640625
	Iteration 47Q: 3 clusters Score -997968.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -997983.687500 Penalty: 4458.640625
	Iteration 48Q: 3 clusters Score -997983.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -997995.000000 Penalty: 4458.640625
	Iteration 49Q: 3 clusters Score -997995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -997997.812500 Penalty: 4458.640625
	Iteration 50Q: 3 clusters Score -997997.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -998003.500000 Penalty: 4458.640625
	Iteration 51Q: 3 clusters Score -998003.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -998009.687500 Penalty: 4458.640625
	Iteration 52Q: 3 clusters Score -998009.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -998019.312500 Penalty: 4458.640625
	Iteration 53Q: 3 clusters Score -998019.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -998024.500000 Penalty: 4458.640625
	Iteration 54Q: 3 clusters Score -998024.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -998029.687500 Penalty: 4458.640625
	Iteration 55Q: 3 clusters Score -998029.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -998033.187500 Penalty: 4458.640625
	Iteration 56Q: 3 clusters Score -998033.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -998033.812500 Penalty: 4458.640625
	Iteration 57Q: 3 clusters Score -998033.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -998038.187500 Penalty: 4458.640625
	Iteration 58Q: 3 clusters Score -998038.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -998043.125000 Penalty: 4458.640625
	Iteration 59Q: 3 clusters Score -998043.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -998052.375000 Penalty: 4458.640625
	Iteration 60F: 3 clusters Score -998052.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -998058.187500 Penalty: 4458.640625
	Iteration 61Q: 3 clusters Score -998058.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -998064.500000 Penalty: 4458.640625
	Iteration 62Q: 3 clusters Score -998064.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -998070.562500 Penalty: 4458.640625
	Iteration 63Q: 3 clusters Score -998070.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -998074.125000 Penalty: 4458.640625
	Iteration 64Q: 3 clusters Score -998074.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -998080.312500 Penalty: 4458.640625
	Iteration 65Q: 3 clusters Score -998080.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -998080.375000 Penalty: 4458.640625
	Iteration 66Q: 3 clusters Score -998080.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -998087.562500 Penalty: 4458.640625
	Iteration 67Q: 3 clusters Score -998087.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -998090.687500 Penalty: 4458.640625
	Iteration 68Q: 3 clusters Score -998090.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -998091.312500 Penalty: 4458.640625
	Iteration 69Q: 3 clusters Score -998091.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -998096.312500 Penalty: 4458.640625
	Iteration 70Q: 3 clusters Score -998096.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -998097.812500 Penalty: 4458.640625
	Iteration 71Q: 3 clusters Score -998097.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -998097.750000 Penalty: 4458.640625
	Iteration 72Q: 3 clusters Score -998097.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -998097.062500 Penalty: 4458.640625
	Iteration 73Q: 3 clusters Score -998097.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -998099.375000 Penalty: 4458.640625
	Iteration 74Q: 3 clusters Score -998099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -998098.937500 Penalty: 4458.640625
	Iteration 75Q: 3 clusters Score -998098.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -998098.937500 Penalty: 4458.640625
	Iteration 76F: 3 clusters Score -998098.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Entering Unmasked Estep 
Score: -2319380.250000 Penalty: 2429.231934
	Iteration 0F: 2 clusters Score -2319380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2306680.250000 Penalty: 4858.463867
	Iteration 0F: 3 clusters Score -2306680 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2311017.500000 Penalty: 4858.463867
	Iteration 1F: 3 clusters Score -2311018 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2311901.000000 Penalty: 4858.463867
	Iteration 2F: 3 clusters Score -2311901 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2313143.250000 Penalty: 4858.463867
	Iteration 3F: 3 clusters Score -2313143 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2314569.250000 Penalty: 4858.463867
	Iteration 4F: 3 clusters Score -2314569 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2315881.500000 Penalty: 4858.463867
	Iteration 5F: 3 clusters Score -2315882 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2316742.750000 Penalty: 4858.463867
	Iteration 6F: 3 clusters Score -2316743 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2317248.500000 Penalty: 4858.463867
	Iteration 7Q: 3 clusters Score -2317248 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2317559.000000 Penalty: 4858.463867
	Iteration 8Q: 3 clusters Score -2317559 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2317746.500000 Penalty: 4858.463867
	Iteration 9Q: 3 clusters Score -2317746 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2317909.750000 Penalty: 4858.463867
	Iteration 10Q: 3 clusters Score -2317910 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2318045.000000 Penalty: 4858.463867
	Iteration 11Q: 3 clusters Score -2318045 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2318155.500000 Penalty: 4858.463867
	Iteration 12Q: 3 clusters Score -2318156 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2318263.000000 Penalty: 4858.463867
	Iteration 13Q: 3 clusters Score -2318263 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2318341.500000 Penalty: 4858.463867
	Iteration 14Q: 3 clusters Score -2318342 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2318406.500000 Penalty: 4858.463867
	Iteration 15Q: 3 clusters Score -2318406 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2318455.250000 Penalty: 4858.463867
	Iteration 16Q: 3 clusters Score -2318455 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2318477.500000 Penalty: 4858.463867
	Iteration 17Q: 3 clusters Score -2318478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2318504.750000 Penalty: 4858.463867
	Iteration 18Q: 3 clusters Score -2318505 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2318526.750000 Penalty: 4858.463867
	Iteration 19Q: 3 clusters Score -2318527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2318540.500000 Penalty: 4858.463867
	Iteration 20F: 3 clusters Score -2318540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2318563.000000 Penalty: 4858.463867
	Iteration 21Q: 3 clusters Score -2318563 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2318579.750000 Penalty: 4858.463867
	Iteration 22Q: 3 clusters Score -2318580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2318591.750000 Penalty: 4858.463867
	Iteration 23Q: 3 clusters Score -2318592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2318614.000000 Penalty: 4858.463867
	Iteration 24Q: 3 clusters Score -2318614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2318623.250000 Penalty: 4858.463867
	Iteration 25Q: 3 clusters Score -2318623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2318644.500000 Penalty: 4858.463867
	Iteration 26Q: 3 clusters Score -2318644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2318661.750000 Penalty: 4858.463867
	Iteration 27Q: 3 clusters Score -2318662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2318667.250000 Penalty: 4858.463867
	Iteration 28Q: 3 clusters Score -2318667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2318684.750000 Penalty: 4858.463867
	Iteration 29Q: 3 clusters Score -2318685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2318692.500000 Penalty: 4858.463867
	Iteration 30Q: 3 clusters Score -2318692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2318701.250000 Penalty: 4858.463867
	Iteration 31Q: 3 clusters Score -2318701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2318713.250000 Penalty: 4858.463867
	Iteration 32Q: 3 clusters Score -2318713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2318716.250000 Penalty: 4858.463867
	Iteration 33Q: 3 clusters Score -2318716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2318717.750000 Penalty: 4858.463867
	Iteration 34Q: 3 clusters Score -2318718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2318724.250000 Penalty: 4858.463867
	Iteration 35Q: 3 clusters Score -2318724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2318739.750000 Penalty: 4858.463867
	Iteration 36Q: 3 clusters Score -2318740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2318745.250000 Penalty: 4858.463867
	Iteration 37Q: 3 clusters Score -2318745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2318753.000000 Penalty: 4858.463867
	Iteration 38Q: 3 clusters Score -2318753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2318766.250000 Penalty: 4858.463867
	Iteration 39Q: 3 clusters Score -2318766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2318767.750000 Penalty: 4858.463867
	Iteration 40F: 3 clusters Score -2318768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2318764.250000 Penalty: 4858.463867
	Iteration 41Q: 3 clusters Score -2318764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2318763.000000 Penalty: 4858.463867
	Iteration 42Q: 3 clusters Score -2318763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2318767.750000 Penalty: 4858.463867
	Iteration 43Q: 3 clusters Score -2318768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2318766.000000 Penalty: 4858.463867
	Iteration 44Q: 3 clusters Score -2318766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2318770.750000 Penalty: 4858.463867
	Iteration 45Q: 3 clusters Score -2318771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2318770.750000 Penalty: 4858.463867
	Iteration 46F: 3 clusters Score -2318771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Entering Unmasked Estep 
Score: -599023.750000 Penalty: 2099.804199
	Iteration 0F: 2 clusters Score -599023.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -594646.187500 Penalty: 4199.608398
	Iteration 0F: 3 clusters Score -594646.2 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -595743.437500 Penalty: 4199.608398
	Iteration 1F: 3 clusters Score -595743.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -596047.312500 Penalty: 4199.608398
	Iteration 2F: 3 clusters Score -596047.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -596285.250000 Penalty: 4199.608398
	Iteration 3F: 3 clusters Score -596285.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -596454.187500 Penalty: 4199.608398
	Iteration 4F: 3 clusters Score -596454.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -596619.250000 Penalty: 4199.608398
	Iteration 5Q: 3 clusters Score -596619.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -596754.562500 Penalty: 4199.608398
	Iteration 6Q: 3 clusters Score -596754.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -596858.125000 Penalty: 4199.608398
	Iteration 7Q: 3 clusters Score -596858.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -596940.812500 Penalty: 4199.608398
	Iteration 8Q: 3 clusters Score -596940.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -596991.750000 Penalty: 4199.608398
	Iteration 9Q: 3 clusters Score -596991.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -597030.875000 Penalty: 4199.608398
	Iteration 10Q: 3 clusters Score -597030.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -597062.500000 Penalty: 4199.608398
	Iteration 11Q: 3 clusters Score -597062.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -597086.500000 Penalty: 4199.608398
	Iteration 12Q: 3 clusters Score -597086.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -597106.312500 Penalty: 4199.608398
	Iteration 13Q: 3 clusters Score -597106.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -597122.500000 Penalty: 4199.608398
	Iteration 14Q: 3 clusters Score -597122.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -597138.437500 Penalty: 4199.608398
	Iteration 15Q: 3 clusters Score -597138.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -597153.250000 Penalty: 4199.608398
	Iteration 16Q: 3 clusters Score -597153.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -597168.250000 Penalty: 4199.608398
	Iteration 17Q: 3 clusters Score -597168.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -597180.437500 Penalty: 4199.608398
	Iteration 18Q: 3 clusters Score -597180.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -597188.937500 Penalty: 4199.608398
	Iteration 19Q: 3 clusters Score -597188.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -597198.562500 Penalty: 4199.608398
	Iteration 20F: 3 clusters Score -597198.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -597206.375000 Penalty: 4199.608398
	Iteration 21Q: 3 clusters Score -597206.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -597215.562500 Penalty: 4199.608398
	Iteration 22Q: 3 clusters Score -597215.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -597225.937500 Penalty: 4199.608398
	Iteration 23Q: 3 clusters Score -597225.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -597230.437500 Penalty: 4199.608398
	Iteration 24Q: 3 clusters Score -597230.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -597235.312500 Penalty: 4199.608398
	Iteration 25Q: 3 clusters Score -597235.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -597237.937500 Penalty: 4199.608398
	Iteration 26Q: 3 clusters Score -597237.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -597242.437500 Penalty: 4199.608398
	Iteration 27Q: 3 clusters Score -597242.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -597246.562500 Penalty: 4199.608398
	Iteration 28Q: 3 clusters Score -597246.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -597246.937500 Penalty: 4199.608398
	Iteration 29Q: 3 clusters Score -597246.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -597251.312500 Penalty: 4199.608398
	Iteration 30Q: 3 clusters Score -597251.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -597252.625000 Penalty: 4199.608398
	Iteration 31Q: 3 clusters Score -597252.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -597258.625000 Penalty: 4199.608398
	Iteration 32Q: 3 clusters Score -597258.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -597263.687500 Penalty: 4199.608398
	Iteration 33Q: 3 clusters Score -597263.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -597266.250000 Penalty: 4199.608398
	Iteration 34Q: 3 clusters Score -597266.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -597270.375000 Penalty: 4199.608398
	Iteration 35Q: 3 clusters Score -597270.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -597272.562500 Penalty: 4199.608398
	Iteration 36Q: 3 clusters Score -597272.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -597277.937500 Penalty: 4199.608398
	Iteration 37Q: 3 clusters Score -597277.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -597281.000000 Penalty: 4199.608398
	Iteration 38Q: 3 clusters Score -597281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -597288.312500 Penalty: 4199.608398
	Iteration 39Q: 3 clusters Score -597288.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -597291.937500 Penalty: 4199.608398
	Iteration 40F: 3 clusters Score -597291.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -597296.312500 Penalty: 4199.608398
	Iteration 41Q: 3 clusters Score -597296.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -597300.500000 Penalty: 4199.608398
	Iteration 42Q: 3 clusters Score -597300.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -597308.875000 Penalty: 4199.608398
	Iteration 43Q: 3 clusters Score -597308.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -597313.812500 Penalty: 4199.608398
	Iteration 44Q: 3 clusters Score -597313.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -597318.812500 Penalty: 4199.608398
	Iteration 45Q: 3 clusters Score -597318.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -597320.312500 Penalty: 4199.608398
	Iteration 46Q: 3 clusters Score -597320.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -597323.437500 Penalty: 4199.608398
	Iteration 47Q: 3 clusters Score -597323.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -597326.937500 Penalty: 4199.608398
	Iteration 48Q: 3 clusters Score -597326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -597327.812500 Penalty: 4199.608398
	Iteration 49Q: 3 clusters Score -597327.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -597331.812500 Penalty: 4199.608398
	Iteration 50Q: 3 clusters Score -597331.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -597336.000000 Penalty: 4199.608398
	Iteration 51Q: 3 clusters Score -597336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -597340.500000 Penalty: 4199.608398
	Iteration 52Q: 3 clusters Score -597340.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -597346.875000 Penalty: 4199.608398
	Iteration 53Q: 3 clusters Score -597346.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -597350.125000 Penalty: 4199.608398
	Iteration 54Q: 3 clusters Score -597350.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -597352.312500 Penalty: 4199.608398
	Iteration 55Q: 3 clusters Score -597352.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -597357.562500 Penalty: 4199.608398
	Iteration 56Q: 3 clusters Score -597357.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -597361.187500 Penalty: 4199.608398
	Iteration 57Q: 3 clusters Score -597361.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -597360.687500 Penalty: 4199.608398
	Iteration 58Q: 3 clusters Score -597360.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -597362.125000 Penalty: 4199.608398
	Iteration 59Q: 3 clusters Score -597362.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -597364.437500 Penalty: 4199.608398
	Iteration 60F: 3 clusters Score -597364.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -597367.375000 Penalty: 4199.608398
	Iteration 61Q: 3 clusters Score -597367.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -597368.312500 Penalty: 4199.608398
	Iteration 62Q: 3 clusters Score -597368.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -597369.187500 Penalty: 4199.608398
	Iteration 63Q: 3 clusters Score -597369.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -597369.187500 Penalty: 4199.608398
	Iteration 64F: 3 clusters Score -597369.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (24226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Entering Unmasked Estep 
Score: -2944661.250000 Penalty: 2503.604980
	Iteration 0F: 2 clusters Score -2944661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2927943.500000 Penalty: 5007.209961
	Iteration 0F: 3 clusters Score -2927944 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2933650.250000 Penalty: 5007.209961
	Iteration 1F: 3 clusters Score -2933650 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2934157.500000 Penalty: 5007.209961
	Iteration 2F: 3 clusters Score -2934158 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2934702.000000 Penalty: 5007.209961
	Iteration 3Q: 3 clusters Score -2934702 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2935341.750000 Penalty: 5007.209961
	Iteration 4Q: 3 clusters Score -2935342 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2936181.000000 Penalty: 5007.209961
	Iteration 5F: 3 clusters Score -2936181 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2937093.250000 Penalty: 5007.209961
	Iteration 6F: 3 clusters Score -2937093 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2938033.750000 Penalty: 5007.209961
	Iteration 7F: 3 clusters Score -2938034 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2938958.500000 Penalty: 5007.209961
	Iteration 8F: 3 clusters Score -2938958 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2939725.250000 Penalty: 5007.209961
	Iteration 9F: 3 clusters Score -2939725 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2940324.250000 Penalty: 5007.209961
	Iteration 10Q: 3 clusters Score -2940324 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2940642.000000 Penalty: 5007.209961
	Iteration 11Q: 3 clusters Score -2940642 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2940848.000000 Penalty: 5007.209961
	Iteration 12Q: 3 clusters Score -2940848 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2940976.750000 Penalty: 5007.209961
	Iteration 13Q: 3 clusters Score -2940977 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2941050.750000 Penalty: 5007.209961
	Iteration 14Q: 3 clusters Score -2941051 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2941109.000000 Penalty: 5007.209961
	Iteration 15Q: 3 clusters Score -2941109 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2941155.500000 Penalty: 5007.209961
	Iteration 16Q: 3 clusters Score -2941156 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2941172.500000 Penalty: 5007.209961
	Iteration 17Q: 3 clusters Score -2941172 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2941219.750000 Penalty: 5007.209961
	Iteration 18Q: 3 clusters Score -2941220 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2941252.750000 Penalty: 5007.209961
	Iteration 19Q: 3 clusters Score -2941253 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2941292.750000 Penalty: 5007.209961
	Iteration 20F: 3 clusters Score -2941293 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2941368.750000 Penalty: 5007.209961
	Iteration 21Q: 3 clusters Score -2941369 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2941431.500000 Penalty: 5007.209961
	Iteration 22Q: 3 clusters Score -2941432 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2941479.250000 Penalty: 5007.209961
	Iteration 23Q: 3 clusters Score -2941479 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2941556 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2941637 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2941699.750000 Penalty: 5007.209961
	Iteration 26Q: 3 clusters Score -2941700 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2941740.750000 Penalty: 5007.209961
	Iteration 27Q: 3 clusters Score -2941741 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2941787.500000 Penalty: 5007.209961
	Iteration 28Q: 3 clusters Score -2941788 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2941822.750000 Penalty: 5007.209961
	Iteration 29Q: 3 clusters Score -2941823 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2941864.500000 Penalty: 5007.209961
	Iteration 30Q: 3 clusters Score -2941864 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2941903.750000 Penalty: 5007.209961
	Iteration 31Q: 3 clusters Score -2941904 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2941938.000000 Penalty: 5007.209961
	Iteration 32Q: 3 clusters Score -2941938 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2941948.750000 Penalty: 5007.209961
	Iteration 33Q: 3 clusters Score -2941949 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2941972.750000 Penalty: 5007.209961
	Iteration 34Q: 3 clusters Score -2941973 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2941983.500000 Penalty: 5007.209961
	Iteration 35Q: 3 clusters Score -2941984 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2942001.250000 Penalty: 5007.209961
	Iteration 36Q: 3 clusters Score -2942001 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2942015.250000 Penalty: 5007.209961
	Iteration 37Q: 3 clusters Score -2942015 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2942025 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2942037.750000 Penalty: 5007.209961
	Iteration 39Q: 3 clusters Score -2942038 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2942058.500000 Penalty: 5007.209961
	Iteration 40F: 3 clusters Score -2942058 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2942070 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2942068 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2942086 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2942097 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2942098 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2942113.500000 Penalty: 5007.209961
	Iteration 46Q: 3 clusters Score -2942114 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2942137.500000 Penalty: 5007.209961
	Iteration 47Q: 3 clusters Score -2942138 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2942140.250000 Penalty: 5007.209961
	Iteration 48Q: 3 clusters Score -2942140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2942152.000000 Penalty: 5007.209961
	Iteration 49Q: 3 clusters Score -2942152 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2942173.250000 Penalty: 5007.209961
	Iteration 50Q: 3 clusters Score -2942173 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2942198.750000 Penalty: 5007.209961
	Iteration 51Q: 3 clusters Score -2942199 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2942213.000000 Penalty: 5007.209961
	Iteration 52Q: 3 clusters Score -2942213 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2942234.500000 Penalty: 5007.209961
	Iteration 53Q: 3 clusters Score -2942234 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2942247.500000 Penalty: 5007.209961
	Iteration 54Q: 3 clusters Score -2942248 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2942257.750000 Penalty: 5007.209961
	Iteration 55Q: 3 clusters Score -2942258 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2942263 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2942268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2942278 nChanged 50
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Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2942285 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2942290.750000 Penalty: 5007.209961
	Iteration 60F: 3 clusters Score -2942291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2942286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2942291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2942299.750000 Penalty: 5007.209961
	Iteration 63Q: 3 clusters Score -2942300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2942306.750000 Penalty: 5007.209961
	Iteration 64Q: 3 clusters Score -2942307 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2942318.000000 Penalty: 5007.209961
	Iteration 65Q: 3 clusters Score -2942318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2942319 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2942340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2942354 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2942369 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2942374 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2942381 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2942386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2942392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2942401 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2942414 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2942429 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2942434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2942438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2942446 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2942456.250000 Penalty: 5007.209961
	Iteration 80F: 3 clusters Score -2942456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2942457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2942462 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2942462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2942475.250000 Penalty: 5007.209961
	Iteration 84Q: 3 clusters Score -2942475 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2942482 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2942483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2942501 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2942502.000000 Penalty: 5007.209961
	Iteration 88Q: 3 clusters Score -2942502 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2942502 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2942502 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18565 members 
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Entering Unmasked Estep 
Score: -2942504.750000 Penalty: 5007.209961
	Iteration 91Q: 3 clusters Score -2942505 nChanged 32
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Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2942507.500000 Penalty: 5007.209961
	Iteration 92Q: 3 clusters Score -2942508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2942506.500000 Penalty: 5007.209961
	Iteration 93Q: 3 clusters Score -2942506 nChanged 38
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Mstep: Class 1 contains 18663 members 
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Entering Unmasked Estep 
Score: -2942516.250000 Penalty: 5007.209961
	Iteration 94Q: 3 clusters Score -2942516 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2942533.250000 Penalty: 5007.209961
	Iteration 95Q: 3 clusters Score -2942533 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 5470 members 
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	Iteration 96Q: 3 clusters Score -2942550 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 5413 members 
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	Iteration 97Q: 3 clusters Score -2942567 nChanged 96
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Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 5321 members 
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	Iteration 98Q: 3 clusters Score -2942608 nChanged 141
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Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2942738 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2942908 nChanged 194
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Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2943064 nChanged 168
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2943112 nChanged 120
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Mstep: Class 1 contains 19491 members 
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Entering Unmasked Estep 
Score: -2943138.500000 Penalty: 5007.209961
	Iteration 103Q: 3 clusters Score -2943138 nChanged 104
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Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2943182 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2943193.000000 Penalty: 5007.209961
	Iteration 105Q: 3 clusters Score -2943193 nChanged 54
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Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2943190.750000 Penalty: 5007.209961
	Iteration 106Q: 3 clusters Score -2943191 nChanged 28
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Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2943207.000000 Penalty: 5007.209961
	Iteration 107Q: 3 clusters Score -2943207 nChanged 19
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Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2943205.250000 Penalty: 5007.209961
	Iteration 108Q: 3 clusters Score -2943205 nChanged 11
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Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2943207 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2943206.500000 Penalty: 5007.209961
	Iteration 110Q: 3 clusters Score -2943206 nChanged 4
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Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2943202.500000 Penalty: 5007.209961
	Iteration 111Q: 3 clusters Score -2943202 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2943201.250000 Penalty: 5007.209961
	Iteration 112Q: 3 clusters Score -2943201 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19658 members 
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Entering Unmasked Estep 
Score: -2943203.750000 Penalty: 5007.209961
	Iteration 113Q: 3 clusters Score -2943204 nChanged 3
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Mstep: Class 1 contains 19661 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2943205 nChanged 4
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Mstep: Class 1 contains 19665 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2943204 nChanged 2
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Mstep: Class 1 contains 19667 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2943204 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2943202.000000 Penalty: 5007.209961
	Iteration 117Q: 3 clusters Score -2943202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2943203.750000 Penalty: 5007.209961
	Iteration 118Q: 3 clusters Score -2943204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2943203.000000 Penalty: 5007.209961
	Iteration 119Q: 3 clusters Score -2943203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2943205.000000 Penalty: 5007.209961
	Iteration 120F: 3 clusters Score -2943205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2943207.000000 Penalty: 5007.209961
	Iteration 121Q: 3 clusters Score -2943207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2943206.250000 Penalty: 5007.209961
	Iteration 122Q: 3 clusters Score -2943206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2943205.250000 Penalty: 5007.209961
	Iteration 123Q: 3 clusters Score -2943205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2943203.750000 Penalty: 5007.209961
	Iteration 124Q: 3 clusters Score -2943204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2943206.000000 Penalty: 5007.209961
	Iteration 125Q: 3 clusters Score -2943206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2943204.250000 Penalty: 5007.209961
	Iteration 126Q: 3 clusters Score -2943204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2943204.250000 Penalty: 5007.209961
	Iteration 127F: 3 clusters Score -2943204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Entering Unmasked Estep 
Score: -442588.343750 Penalty: 2046.929443
	Iteration 0F: 2 clusters Score -442588.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -438808.156250 Penalty: 4093.858887
	Iteration 0F: 3 clusters Score -438808.2 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -439720.375000 Penalty: 4093.858887
	Iteration 1F: 3 clusters Score -439720.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -439962.062500 Penalty: 4093.858887
	Iteration 2F: 3 clusters Score -439962.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -440149.937500 Penalty: 4093.858887
	Iteration 3F: 3 clusters Score -440149.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -440335.156250 Penalty: 4093.858887
	Iteration 4F: 3 clusters Score -440335.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -440493.875000 Penalty: 4093.858887
	Iteration 5Q: 3 clusters Score -440493.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -440671.406250 Penalty: 4093.858887
	Iteration 6Q: 3 clusters Score -440671.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -440911.187500 Penalty: 4093.858887
	Iteration 7F: 3 clusters Score -440911.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -441098.718750 Penalty: 4093.858887
	Iteration 8F: 3 clusters Score -441098.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -441242.093750 Penalty: 4093.858887
	Iteration 9Q: 3 clusters Score -441242.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -441414.125000 Penalty: 4093.858887
	Iteration 10Q: 3 clusters Score -441414.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -441571.843750 Penalty: 4093.858887
	Iteration 11Q: 3 clusters Score -441571.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -441702.000000 Penalty: 4093.858887
	Iteration 12Q: 3 clusters Score -441702 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -441790.218750 Penalty: 4093.858887
	Iteration 13Q: 3 clusters Score -441790.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -441837.687500 Penalty: 4093.858887
	Iteration 14Q: 3 clusters Score -441837.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -441871.843750 Penalty: 4093.858887
	Iteration 15Q: 3 clusters Score -441871.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -441890.781250 Penalty: 4093.858887
	Iteration 16Q: 3 clusters Score -441890.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -441902.906250 Penalty: 4093.858887
	Iteration 17Q: 3 clusters Score -441902.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -441908.375000 Penalty: 4093.858887
	Iteration 18Q: 3 clusters Score -441908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -441910.218750 Penalty: 4093.858887
	Iteration 19Q: 3 clusters Score -441910.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -441912.593750 Penalty: 4093.858887
	Iteration 20F: 3 clusters Score -441912.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -441913.968750 Penalty: 4093.858887
	Iteration 21Q: 3 clusters Score -441914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -441914.343750 Penalty: 4093.858887
	Iteration 22Q: 3 clusters Score -441914.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -441914.343750 Penalty: 4093.858887
	Iteration 23F: 3 clusters Score -441914.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Entering Unmasked Estep 
Score: -1145680.500000 Penalty: 2253.586426
	Iteration 0F: 2 clusters Score -1145680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1138701.250000 Penalty: 4507.172852
	Iteration 0F: 3 clusters Score -1138701 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1140552.500000 Penalty: 4507.172852
	Iteration 1F: 3 clusters Score -1140552 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1140796.125000 Penalty: 4507.172852
	Iteration 2F: 3 clusters Score -1140796 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1140953.500000 Penalty: 4507.172852
	Iteration 3Q: 3 clusters Score -1140954 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1141063.625000 Penalty: 4507.172852
	Iteration 4Q: 3 clusters Score -1141064 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1141143.375000 Penalty: 4507.172852
	Iteration 5Q: 3 clusters Score -1141143 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1141218.875000 Penalty: 4507.172852
	Iteration 6Q: 3 clusters Score -1141219 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1141278.750000 Penalty: 4507.172852
	Iteration 7Q: 3 clusters Score -1141279 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1141326.125000 Penalty: 4507.172852
	Iteration 8Q: 3 clusters Score -1141326 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1141362.375000 Penalty: 4507.172852
	Iteration 9Q: 3 clusters Score -1141362 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1141396.750000 Penalty: 4507.172852
	Iteration 10Q: 3 clusters Score -1141397 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1141424.750000 Penalty: 4507.172852
	Iteration 11Q: 3 clusters Score -1141425 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1141457.125000 Penalty: 4507.172852
	Iteration 12Q: 3 clusters Score -1141457 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1141488.875000 Penalty: 4507.172852
	Iteration 13Q: 3 clusters Score -1141489 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1141514.625000 Penalty: 4507.172852
	Iteration 14Q: 3 clusters Score -1141515 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1141540.500000 Penalty: 4507.172852
	Iteration 15Q: 3 clusters Score -1141540 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1141573.375000 Penalty: 4507.172852
	Iteration 16Q: 3 clusters Score -1141573 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1141598.375000 Penalty: 4507.172852
	Iteration 17Q: 3 clusters Score -1141598 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1141623.750000 Penalty: 4507.172852
	Iteration 18Q: 3 clusters Score -1141624 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1141643.875000 Penalty: 4507.172852
	Iteration 19Q: 3 clusters Score -1141644 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1141667.000000 Penalty: 4507.172852
	Iteration 20F: 3 clusters Score -1141667 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1141688.000000 Penalty: 4507.172852
	Iteration 21Q: 3 clusters Score -1141688 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1141725.000000 Penalty: 4507.172852
	Iteration 22Q: 3 clusters Score -1141725 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1141764.125000 Penalty: 4507.172852
	Iteration 23Q: 3 clusters Score -1141764 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1141799.375000 Penalty: 4507.172852
	Iteration 24Q: 3 clusters Score -1141799 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1141846.000000 Penalty: 4507.172852
	Iteration 25Q: 3 clusters Score -1141846 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1141900.875000 Penalty: 4507.172852
	Iteration 26Q: 3 clusters Score -1141901 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1141972.875000 Penalty: 4507.172852
	Iteration 27Q: 3 clusters Score -1141973 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1142054.375000 Penalty: 4507.172852
	Iteration 28Q: 3 clusters Score -1142054 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1142141.375000 Penalty: 4507.172852
	Iteration 29Q: 3 clusters Score -1142141 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1142241.000000 Penalty: 4507.172852
	Iteration 30Q: 3 clusters Score -1142241 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1142361.750000 Penalty: 4507.172852
	Iteration 31Q: 3 clusters Score -1142362 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1142499.625000 Penalty: 4507.172852
	Iteration 32Q: 3 clusters Score -1142500 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1142642.625000 Penalty: 4507.172852
	Iteration 33Q: 3 clusters Score -1142643 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1142790.125000 Penalty: 4507.172852
	Iteration 34Q: 3 clusters Score -1142790 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1142929.625000 Penalty: 4507.172852
	Iteration 35Q: 3 clusters Score -1142930 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1143090.875000 Penalty: 4507.172852
	Iteration 36Q: 3 clusters Score -1143091 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1143249.500000 Penalty: 4507.172852
	Iteration 37Q: 3 clusters Score -1143250 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1143388.500000 Penalty: 4507.172852
	Iteration 38Q: 3 clusters Score -1143388 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1143492.875000 Penalty: 4507.172852
	Iteration 39Q: 3 clusters Score -1143493 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1143569.625000 Penalty: 4507.172852
	Iteration 40F: 3 clusters Score -1143570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1143614.500000 Penalty: 4507.172852
	Iteration 41Q: 3 clusters Score -1143614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1143653.375000 Penalty: 4507.172852
	Iteration 42Q: 3 clusters Score -1143653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1143677.500000 Penalty: 4507.172852
	Iteration 43Q: 3 clusters Score -1143678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1143700.625000 Penalty: 4507.172852
	Iteration 44Q: 3 clusters Score -1143701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1143722.750000 Penalty: 4507.172852
	Iteration 45Q: 3 clusters Score -1143723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1143737.750000 Penalty: 4507.172852
	Iteration 46Q: 3 clusters Score -1143738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1143750.000000 Penalty: 4507.172852
	Iteration 47Q: 3 clusters Score -1143750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1143761.625000 Penalty: 4507.172852
	Iteration 48Q: 3 clusters Score -1143762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1143775.125000 Penalty: 4507.172852
	Iteration 49Q: 3 clusters Score -1143775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1143785.125000 Penalty: 4507.172852
	Iteration 50Q: 3 clusters Score -1143785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1143795.500000 Penalty: 4507.172852
	Iteration 51Q: 3 clusters Score -1143796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1143804.875000 Penalty: 4507.172852
	Iteration 52Q: 3 clusters Score -1143805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1143813.875000 Penalty: 4507.172852
	Iteration 53Q: 3 clusters Score -1143814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1143820.125000 Penalty: 4507.172852
	Iteration 54Q: 3 clusters Score -1143820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1143823.625000 Penalty: 4507.172852
	Iteration 55Q: 3 clusters Score -1143824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1143824.875000 Penalty: 4507.172852
	Iteration 56Q: 3 clusters Score -1143825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1143824.875000 Penalty: 4507.172852
	Iteration 57F: 3 clusters Score -1143825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -20167.988281 Penalty: 1357.123047
	Iteration 0F: 2 clusters Score -20167.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19080.632812 Penalty: 2714.246094
	Iteration 0F: 3 clusters Score -19080.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19220.414062 Penalty: 2714.246094
	Iteration 1F: 3 clusters Score -19220.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19285.705078 Penalty: 2714.246094
	Iteration 2F: 3 clusters Score -19285.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19330.996094 Penalty: 2714.246094
	Iteration 3Q: 3 clusters Score -19331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19406.726562 Penalty: 2714.246094
	Iteration 4Q: 3 clusters Score -19406.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19431.128906 Penalty: 2714.246094
	Iteration 5Q: 3 clusters Score -19431.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19448.375000 Penalty: 2714.246094
	Iteration 6Q: 3 clusters Score -19448.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19464.699219 Penalty: 2714.246094
	Iteration 7Q: 3 clusters Score -19464.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19486.011719 Penalty: 2714.246094
	Iteration 8Q: 3 clusters Score -19486.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19495.152344 Penalty: 2714.246094
	Iteration 9Q: 3 clusters Score -19495.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19495.152344 Penalty: 2714.246094
	Iteration 10F: 3 clusters Score -19495.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -44212.472656 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -44212.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42810.203125 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -42810.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43026.531250 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -43026.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43130.355469 Penalty: 2973.004883
	Iteration 2F: 3 clusters Score -43130.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43242.023438 Penalty: 2973.004883
	Iteration 3F: 3 clusters Score -43242.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43363.285156 Penalty: 2973.004883
	Iteration 4F: 3 clusters Score -43363.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43458.328125 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -43458.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43536.335938 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -43536.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -43617.437500 Penalty: 2973.004883
	Iteration 7Q: 3 clusters Score -43617.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43699.113281 Penalty: 2973.004883
	Iteration 8Q: 3 clusters Score -43699.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43811.589844 Penalty: 2973.004883
	Iteration 9Q: 3 clusters Score -43811.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43992.621094 Penalty: 2973.004883
	Iteration 10Q: 3 clusters Score -43992.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -44059.972656 Penalty: 2973.004883
	Iteration 11Q: 3 clusters Score -44059.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -44070.265625 Penalty: 2973.004883
	Iteration 12Q: 3 clusters Score -44070.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -44074.164062 Penalty: 2973.004883
	Iteration 13Q: 3 clusters Score -44074.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -44074.164062 Penalty: 2973.004883
	Iteration 14F: 3 clusters Score -44074.16 nChanged 0
--- Evaluating fit on full set of 3639907 points ---
Entering Unmasked Estep 
Score: -456173568.000000 Penalty: 164852.703125
22->45 Clusters: Score -456173568.000000, best is -456603008.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1213302 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 55068 members 
Mstep: Class 3 contains 54669 members 
Mstep: Class 4 contains 55492 members 
Mstep: Class 5 contains 55032 members 
Mstep: Class 6 contains 55419 members 
Mstep: Class 7 contains 55055 members 
Mstep: Class 8 contains 55318 members 
Mstep: Class 9 contains 55148 members 
Mstep: Class 10 contains 55061 members 
Mstep: Class 11 contains 55476 members 
Mstep: Class 12 contains 55248 members 
Mstep: Class 13 contains 55262 members 
Mstep: Class 14 contains 54947 members 
Mstep: Class 15 contains 55325 members 
Mstep: Class 16 contains 54783 members 
Mstep: Class 17 contains 55059 members 
Mstep: Class 18 contains 55401 members 
Mstep: Class 19 contains 55207 members 
Mstep: Class 20 contains 54972 members 
Mstep: Class 21 contains 55021 members 
Mstep: Class 22 contains 55161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 108.981377 but Gain 3474.195312
Score: -141801952.000000 Penalty: 72958.125000
Iteration 0F: 22 clusters Score -1.41802e+08 nChanged 1156097
Entering Unmasked Mstep 
Mstep: Class 0 contains 3135 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 38473 members 
Mstep: Class 3 contains 52052 members 
Mstep: Class 4 contains 59444 members 
Mstep: Class 5 contains 3226 members 
Mstep: Class 6 contains 154824 members 
Mstep: Class 7 contains 15248 members 
Mstep: Class 8 contains 2186 members 
Mstep: Class 9 contains 30982 members 
Mstep: Class 10 contains 165125 members 
Mstep: Class 11 contains 4263 members 
Mstep: Class 12 contains 49457 members 
Mstep: Class 13 contains 92463 members 
Mstep: Class 15 contains 13608 members 
Mstep: Class 16 contains 54135 members 
Mstep: Class 17 contains 1930 members 
Mstep: Class 18 contains 93362 members 
Mstep: Class 19 contains 31717 members 
Mstep: Class 20 contains 60193 members 
Mstep: Class 21 contains 234194 members 
Mstep: Class 22 contains 41686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1216.218384 but Gain 3474.203125
Score: -147559232.000000 Penalty: 69483.921875
Iteration 1F: 21 clusters Score -1.475592e+08 nChanged 510643
Entering Unmasked Mstep 
Mstep: Class 0 contains 2594 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 40019 members 
Mstep: Class 3 contains 34866 members 
Mstep: Class 4 contains 36176 members 
Mstep: Class 5 contains 4081 members 
Mstep: Class 6 contains 149402 members 
Mstep: Class 7 contains 7175 members 
Mstep: Class 8 contains 2755 members 
Mstep: Class 9 contains 27954 members 
Mstep: Class 10 contains 232801 members 
Mstep: Class 12 contains 56597 members 
Mstep: Class 13 contains 68682 members 
Mstep: Class 15 contains 12766 members 
Mstep: Class 16 contains 28881 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 110959 members 
Mstep: Class 19 contains 33702 members 
Mstep: Class 20 contains 46736 members 
Mstep: Class 21 contains 286269 members 
Mstep: Class 22 contains 23228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2923.082275 but Gain 3474.195312
Score: -148811696.000000 Penalty: 66009.726562
Iteration 2F: 20 clusters Score -1.488117e+08 nChanged 372149
Entering Unmasked Mstep 
Mstep: Class 0 contains 1181 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 51372 members 
Mstep: Class 3 contains 30895 members 
Mstep: Class 4 contains 28732 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 136549 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 3876 members 
Mstep: Class 9 contains 28923 members 
Mstep: Class 10 contains 245943 members 
Mstep: Class 12 contains 64242 members 
Mstep: Class 13 contains 64032 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 15907 members 
Mstep: Class 18 contains 152202 members 
Mstep: Class 19 contains 44514 members 
Mstep: Class 20 contains 63736 members 
Mstep: Class 21 contains 237596 members 
Mstep: Class 22 contains 14625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2725.095703 but Gain 3474.195312
Score: -149560688.000000 Penalty: 62535.531250
Iteration 3F: 19 clusters Score -1.495607e+08 nChanged 264087
Entering Unmasked Mstep 
Mstep: Class 0 contains 360 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 55195 members 
Mstep: Class 3 contains 30176 members 
Mstep: Class 4 contains 30218 members 
Mstep: Class 5 contains 2551 members 
Mstep: Class 6 contains 138052 members 
Mstep: Class 8 contains 3691 members 
Mstep: Class 9 contains 29896 members 
Mstep: Class 10 contains 195868 members 
Mstep: Class 12 contains 67161 members 
Mstep: Class 13 contains 66717 members 
Mstep: Class 15 contains 22964 members 
Mstep: Class 16 contains 14320 members 
Mstep: Class 18 contains 194169 members 
Mstep: Class 19 contains 47908 members 
Mstep: Class 20 contains 84130 members 
Mstep: Class 21 contains 213610 members 
Mstep: Class 22 contains 13612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149932576.000000 Penalty: 62535.531250
Iteration 4F: 19 clusters Score -1.499326e+08 nChanged 184728
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 55291 members 
Mstep: Class 3 contains 30305 members 
Mstep: Class 4 contains 33162 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 6 contains 144463 members 
Mstep: Class 8 contains 3098 members 
Mstep: Class 9 contains 30545 members 
Mstep: Class 10 contains 166433 members 
Mstep: Class 12 contains 66751 members 
Mstep: Class 13 contains 68059 members 
Mstep: Class 15 contains 26102 members 
Mstep: Class 16 contains 16352 members 
Mstep: Class 18 contains 217818 members 
Mstep: Class 19 contains 48246 members 
Mstep: Class 20 contains 97885 members 
Mstep: Class 21 contains 188410 members 
Mstep: Class 22 contains 15534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150158832.000000 Penalty: 62535.531250
Iteration 5F: 19 clusters Score -1.501588e+08 nChanged 142591
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 53855 members 
Mstep: Class 3 contains 29895 members 
Mstep: Class 4 contains 35156 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 150975 members 
Mstep: Class 8 contains 2983 members 
Mstep: Class 9 contains 30445 members 
Mstep: Class 10 contains 163049 members 
Mstep: Class 12 contains 72568 members 
Mstep: Class 13 contains 66871 members 
Mstep: Class 15 contains 27857 members 
Mstep: Class 16 contains 17325 members 
Mstep: Class 18 contains 221115 members 
Mstep: Class 19 contains 48155 members 
Mstep: Class 20 contains 104286 members 
Mstep: Class 21 contains 166327 members 
Mstep: Class 22 contains 17821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150310240.000000 Penalty: 62535.531250
Iteration 6F: 19 clusters Score -1.503102e+08 nChanged 114580
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 51585 members 
Mstep: Class 3 contains 29308 members 
Mstep: Class 4 contains 35568 members 
Mstep: Class 5 contains 2815 members 
Mstep: Class 6 contains 153562 members 
Mstep: Class 8 contains 2991 members 
Mstep: Class 9 contains 29522 members 
Mstep: Class 10 contains 173262 members 
Mstep: Class 12 contains 83032 members 
Mstep: Class 13 contains 65951 members 
Mstep: Class 15 contains 28899 members 
Mstep: Class 16 contains 17794 members 
Mstep: Class 18 contains 211213 members 
Mstep: Class 19 contains 47946 members 
Mstep: Class 20 contains 105508 members 
Mstep: Class 21 contains 152825 members 
Mstep: Class 22 contains 19681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150404368.000000 Penalty: 62535.531250
Iteration 7F: 19 clusters Score -1.504044e+08 nChanged 91295
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 49245 members 
Mstep: Class 3 contains 28788 members 
Mstep: Class 4 contains 35096 members 
Mstep: Class 5 contains 3325 members 
Mstep: Class 6 contains 156009 members 
Mstep: Class 8 contains 3009 members 
Mstep: Class 9 contains 28008 members 
Mstep: Class 10 contains 178991 members 
Mstep: Class 12 contains 96304 members 
Mstep: Class 13 contains 66967 members 
Mstep: Class 15 contains 29720 members 
Mstep: Class 16 contains 18058 members 
Mstep: Class 18 contains 197619 members 
Mstep: Class 19 contains 47504 members 
Mstep: Class 20 contains 104609 members 
Mstep: Class 21 contains 147032 members 
Mstep: Class 22 contains 21407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150466704.000000 Penalty: 62535.531250
Iteration 8F: 19 clusters Score -1.504667e+08 nChanged 74718
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 47870 members 
Mstep: Class 3 contains 28516 members 
Mstep: Class 4 contains 33926 members 
Mstep: Class 5 contains 4026 members 
Mstep: Class 6 contains 158712 members 
Mstep: Class 8 contains 3018 members 
Mstep: Class 9 contains 26118 members 
Mstep: Class 10 contains 181425 members 
Mstep: Class 12 contains 110336 members 
Mstep: Class 13 contains 69234 members 
Mstep: Class 15 contains 30490 members 
Mstep: Class 16 contains 18123 members 
Mstep: Class 18 contains 183520 members 
Mstep: Class 19 contains 46299 members 
Mstep: Class 20 contains 103256 members 
Mstep: Class 21 contains 144136 members 
Mstep: Class 22 contains 22886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150507264.000000 Penalty: 62535.531250
Iteration 9F: 19 clusters Score -1.505073e+08 nChanged 61786
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 47315 members 
Mstep: Class 3 contains 28383 members 
Mstep: Class 4 contains 32520 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 162107 members 
Mstep: Class 8 contains 3021 members 
Mstep: Class 9 contains 24209 members 
Mstep: Class 10 contains 181684 members 
Mstep: Class 12 contains 123826 members 
Mstep: Class 13 contains 71927 members 
Mstep: Class 15 contains 31265 members 
Mstep: Class 16 contains 18161 members 
Mstep: Class 18 contains 170511 members 
Mstep: Class 19 contains 44356 members 
Mstep: Class 20 contains 101974 members 
Mstep: Class 21 contains 142044 members 
Mstep: Class 22 contains 24000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150535376.000000 Penalty: 62535.531250
Iteration 10F: 19 clusters Score -1.505354e+08 nChanged 53112
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 46942 members 
Mstep: Class 3 contains 28341 members 
Mstep: Class 4 contains 31128 members 
Mstep: Class 5 contains 5578 members 
Mstep: Class 6 contains 165551 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 22405 members 
Mstep: Class 10 contains 180997 members 
Mstep: Class 12 contains 136273 members 
Mstep: Class 13 contains 74766 members 
Mstep: Class 15 contains 31918 members 
Mstep: Class 16 contains 18197 members 
Mstep: Class 18 contains 158883 members 
Mstep: Class 19 contains 42421 members 
Mstep: Class 20 contains 100379 members 
Mstep: Class 21 contains 140698 members 
Mstep: Class 22 contains 24700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150559440.000000 Penalty: 62535.531250
Iteration 11Q: 19 clusters Score -1.505594e+08 nChanged 46460
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 46586 members 
Mstep: Class 3 contains 28293 members 
Mstep: Class 4 contains 29847 members 
Mstep: Class 5 contains 6418 members 
Mstep: Class 6 contains 168953 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 20704 members 
Mstep: Class 10 contains 179720 members 
Mstep: Class 12 contains 147094 members 
Mstep: Class 13 contains 77560 members 
Mstep: Class 15 contains 32428 members 
Mstep: Class 16 contains 18277 members 
Mstep: Class 18 contains 149082 members 
Mstep: Class 19 contains 40652 members 
Mstep: Class 20 contains 98834 members 
Mstep: Class 21 contains 139837 members 
Mstep: Class 22 contains 24973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150579728.000000 Penalty: 62535.531250
Iteration 12Q: 19 clusters Score -1.505797e+08 nChanged 40439
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 46263 members 
Mstep: Class 3 contains 28184 members 
Mstep: Class 4 contains 28709 members 
Mstep: Class 5 contains 7276 members 
Mstep: Class 6 contains 172049 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 19279 members 
Mstep: Class 10 contains 178142 members 
Mstep: Class 12 contains 155868 members 
Mstep: Class 13 contains 80207 members 
Mstep: Class 15 contains 32601 members 
Mstep: Class 16 contains 18314 members 
Mstep: Class 18 contains 141311 members 
Mstep: Class 19 contains 39300 members 
Mstep: Class 20 contains 97414 members 
Mstep: Class 21 contains 139470 members 
Mstep: Class 22 contains 24933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150596192.000000 Penalty: 62535.531250
Iteration 13Q: 19 clusters Score -1.505962e+08 nChanged 34939
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 45876 members 
Mstep: Class 3 contains 28107 members 
Mstep: Class 4 contains 27664 members 
Mstep: Class 5 contains 8195 members 
Mstep: Class 6 contains 174712 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 18106 members 
Mstep: Class 10 contains 176464 members 
Mstep: Class 12 contains 162256 members 
Mstep: Class 13 contains 82809 members 
Mstep: Class 15 contains 32590 members 
Mstep: Class 16 contains 18388 members 
Mstep: Class 18 contains 135433 members 
Mstep: Class 19 contains 38280 members 
Mstep: Class 20 contains 96127 members 
Mstep: Class 21 contains 139745 members 
Mstep: Class 22 contains 24609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150609360.000000 Penalty: 62535.531250
Iteration 14Q: 19 clusters Score -1.506094e+08 nChanged 30028
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 45450 members 
Mstep: Class 3 contains 27959 members 
Mstep: Class 4 contains 26704 members 
Mstep: Class 5 contains 9136 members 
Mstep: Class 6 contains 176734 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 17143 members 
Mstep: Class 10 contains 175135 members 
Mstep: Class 12 contains 166859 members 
Mstep: Class 13 contains 85262 members 
Mstep: Class 15 contains 32488 members 
Mstep: Class 16 contains 18462 members 
Mstep: Class 18 contains 130921 members 
Mstep: Class 19 contains 37609 members 
Mstep: Class 20 contains 95056 members 
Mstep: Class 21 contains 140296 members 
Mstep: Class 22 contains 24181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150620320.000000 Penalty: 62535.531250
Iteration 15Q: 19 clusters Score -1.506203e+08 nChanged 25400
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 44885 members 
Mstep: Class 3 contains 27766 members 
Mstep: Class 4 contains 25815 members 
Mstep: Class 5 contains 10050 members 
Mstep: Class 6 contains 177963 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 16379 members 
Mstep: Class 10 contains 174191 members 
Mstep: Class 12 contains 170022 members 
Mstep: Class 13 contains 87829 members 
Mstep: Class 15 contains 32365 members 
Mstep: Class 16 contains 18520 members 
Mstep: Class 18 contains 127544 members 
Mstep: Class 19 contains 37181 members 
Mstep: Class 20 contains 94114 members 
Mstep: Class 21 contains 141154 members 
Mstep: Class 22 contains 23625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150628432.000000 Penalty: 62535.531250
Iteration 16Q: 19 clusters Score -1.506284e+08 nChanged 21773
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 44263 members 
Mstep: Class 3 contains 27551 members 
Mstep: Class 4 contains 24950 members 
Mstep: Class 5 contains 10870 members 
Mstep: Class 6 contains 178495 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 15768 members 
Mstep: Class 10 contains 173595 members 
Mstep: Class 12 contains 172367 members 
Mstep: Class 13 contains 90434 members 
Mstep: Class 15 contains 32239 members 
Mstep: Class 16 contains 18592 members 
Mstep: Class 18 contains 124844 members 
Mstep: Class 19 contains 36891 members 
Mstep: Class 20 contains 93383 members 
Mstep: Class 21 contains 142127 members 
Mstep: Class 22 contains 23038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150634064.000000 Penalty: 62535.531250
Iteration 17Q: 19 clusters Score -1.506341e+08 nChanged 19117
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 43656 members 
Mstep: Class 3 contains 27294 members 
Mstep: Class 4 contains 24060 members 
Mstep: Class 5 contains 11651 members 
Mstep: Class 6 contains 178557 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 15331 members 
Mstep: Class 10 contains 173434 members 
Mstep: Class 12 contains 174229 members 
Mstep: Class 13 contains 93083 members 
Mstep: Class 15 contains 32119 members 
Mstep: Class 16 contains 18631 members 
Mstep: Class 18 contains 122507 members 
Mstep: Class 19 contains 36720 members 
Mstep: Class 20 contains 92803 members 
Mstep: Class 21 contains 142881 members 
Mstep: Class 22 contains 22465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150640096.000000 Penalty: 62535.531250
Iteration 18Q: 19 clusters Score -1.506401e+08 nChanged 17148
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 43096 members 
Mstep: Class 3 contains 26993 members 
Mstep: Class 4 contains 23225 members 
Mstep: Class 5 contains 12379 members 
Mstep: Class 6 contains 178386 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 15121 members 
Mstep: Class 10 contains 173487 members 
Mstep: Class 12 contains 175727 members 
Mstep: Class 13 contains 95676 members 
Mstep: Class 15 contains 32009 members 
Mstep: Class 16 contains 18569 members 
Mstep: Class 18 contains 120273 members 
Mstep: Class 19 contains 36629 members 
Mstep: Class 20 contains 92395 members 
Mstep: Class 21 contains 143511 members 
Mstep: Class 22 contains 21962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150644400.000000 Penalty: 62535.531250
Iteration 19Q: 19 clusters Score -1.506444e+08 nChanged 15469
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 42656 members 
Mstep: Class 3 contains 26698 members 
Mstep: Class 4 contains 22582 members 
Mstep: Class 5 contains 13034 members 
Mstep: Class 6 contains 178064 members 
Mstep: Class 8 contains 3026 members 
Mstep: Class 9 contains 15013 members 
Mstep: Class 10 contains 173537 members 
Mstep: Class 12 contains 177165 members 
Mstep: Class 13 contains 98180 members 
Mstep: Class 15 contains 31906 members 
Mstep: Class 16 contains 18564 members 
Mstep: Class 18 contains 117900 members 
Mstep: Class 19 contains 36574 members 
Mstep: Class 20 contains 92129 members 
Mstep: Class 21 contains 143909 members 
Mstep: Class 22 contains 21542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150650256.000000 Penalty: 62535.531250
Iteration 20F: 19 clusters Score -1.506503e+08 nChanged 15031
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 42356 members 
Mstep: Class 3 contains 26322 members 
Mstep: Class 4 contains 22098 members 
Mstep: Class 5 contains 13661 members 
Mstep: Class 6 contains 177590 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 14990 members 
Mstep: Class 10 contains 173637 members 
Mstep: Class 12 contains 178966 members 
Mstep: Class 13 contains 100688 members 
Mstep: Class 15 contains 31841 members 
Mstep: Class 16 contains 18639 members 
Mstep: Class 18 contains 114951 members 
Mstep: Class 19 contains 36514 members 
Mstep: Class 20 contains 91969 members 
Mstep: Class 21 contains 144006 members 
Mstep: Class 22 contains 21202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150661312.000000 Penalty: 62535.531250
Iteration 21Q: 19 clusters Score -1.506613e+08 nChanged 16022
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 42183 members 
Mstep: Class 3 contains 25886 members 
Mstep: Class 4 contains 21740 members 
Mstep: Class 5 contains 14271 members 
Mstep: Class 6 contains 176974 members 
Mstep: Class 8 contains 3020 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 173897 members 
Mstep: Class 12 contains 181641 members 
Mstep: Class 13 contains 103222 members 
Mstep: Class 15 contains 31716 members 
Mstep: Class 16 contains 18687 members 
Mstep: Class 18 contains 110891 members 
Mstep: Class 19 contains 36526 members 
Mstep: Class 20 contains 91998 members 
Mstep: Class 21 contains 143736 members 
Mstep: Class 22 contains 20940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150684256.000000 Penalty: 62535.531250
Iteration 22Q: 19 clusters Score -1.506843e+08 nChanged 15161
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 42222 members 
Mstep: Class 3 contains 25417 members 
Mstep: Class 4 contains 21502 members 
Mstep: Class 5 contains 14950 members 
Mstep: Class 6 contains 176329 members 
Mstep: Class 8 contains 3020 members 
Mstep: Class 9 contains 15426 members 
Mstep: Class 10 contains 174217 members 
Mstep: Class 12 contains 183355 members 
Mstep: Class 13 contains 105665 members 
Mstep: Class 15 contains 31583 members 
Mstep: Class 16 contains 18747 members 
Mstep: Class 18 contains 107905 members 
Mstep: Class 19 contains 36529 members 
Mstep: Class 20 contains 91711 members 
Mstep: Class 21 contains 143135 members 
Mstep: Class 22 contains 20745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150695376.000000 Penalty: 62535.531250
Iteration 23Q: 19 clusters Score -1.506954e+08 nChanged 13221
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 42364 members 
Mstep: Class 3 contains 24953 members 
Mstep: Class 4 contains 21309 members 
Mstep: Class 5 contains 15581 members 
Mstep: Class 6 contains 175669 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 16464 members 
Mstep: Class 10 contains 174627 members 
Mstep: Class 12 contains 183824 members 
Mstep: Class 13 contains 108083 members 
Mstep: Class 15 contains 31511 members 
Mstep: Class 16 contains 18659 members 
Mstep: Class 18 contains 105902 members 
Mstep: Class 19 contains 36528 members 
Mstep: Class 20 contains 91149 members 
Mstep: Class 21 contains 142370 members 
Mstep: Class 22 contains 20443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150700064.000000 Penalty: 62535.531250
Iteration 24Q: 19 clusters Score -1.507001e+08 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 42583 members 
Mstep: Class 3 contains 24570 members 
Mstep: Class 4 contains 21080 members 
Mstep: Class 5 contains 16130 members 
Mstep: Class 6 contains 174958 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 17870 members 
Mstep: Class 10 contains 175037 members 
Mstep: Class 12 contains 183864 members 
Mstep: Class 13 contains 110510 members 
Mstep: Class 15 contains 31421 members 
Mstep: Class 16 contains 18455 members 
Mstep: Class 18 contains 104220 members 
Mstep: Class 19 contains 36548 members 
Mstep: Class 20 contains 90622 members 
Mstep: Class 21 contains 141404 members 
Mstep: Class 22 contains 20151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150702576.000000 Penalty: 62535.531250
Iteration 25Q: 19 clusters Score -1.507026e+08 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 42811 members 
Mstep: Class 3 contains 24205 members 
Mstep: Class 4 contains 20918 members 
Mstep: Class 5 contains 16596 members 
Mstep: Class 6 contains 174132 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 19167 members 
Mstep: Class 10 contains 175531 members 
Mstep: Class 12 contains 183748 members 
Mstep: Class 13 contains 112827 members 
Mstep: Class 15 contains 31359 members 
Mstep: Class 16 contains 18276 members 
Mstep: Class 18 contains 102881 members 
Mstep: Class 19 contains 36549 members 
Mstep: Class 20 contains 90263 members 
Mstep: Class 21 contains 140276 members 
Mstep: Class 22 contains 19871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150704016.000000 Penalty: 62535.531250
Iteration 26Q: 19 clusters Score -1.50704e+08 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 43037 members 
Mstep: Class 3 contains 23869 members 
Mstep: Class 4 contains 20808 members 
Mstep: Class 5 contains 16973 members 
Mstep: Class 6 contains 173303 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 20282 members 
Mstep: Class 10 contains 176110 members 
Mstep: Class 12 contains 183512 members 
Mstep: Class 13 contains 114977 members 
Mstep: Class 15 contains 31343 members 
Mstep: Class 16 contains 18148 members 
Mstep: Class 18 contains 101805 members 
Mstep: Class 19 contains 36522 members 
Mstep: Class 20 contains 89936 members 
Mstep: Class 21 contains 139123 members 
Mstep: Class 22 contains 19644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150705904.000000 Penalty: 62535.531250
Iteration 27Q: 19 clusters Score -1.507059e+08 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 43272 members 
Mstep: Class 3 contains 23579 members 
Mstep: Class 4 contains 20697 members 
Mstep: Class 5 contains 17289 members 
Mstep: Class 6 contains 172373 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 21260 members 
Mstep: Class 10 contains 176761 members 
Mstep: Class 12 contains 183299 members 
Mstep: Class 13 contains 117008 members 
Mstep: Class 15 contains 31309 members 
Mstep: Class 16 contains 18032 members 
Mstep: Class 18 contains 100926 members 
Mstep: Class 19 contains 36491 members 
Mstep: Class 20 contains 89677 members 
Mstep: Class 21 contains 137955 members 
Mstep: Class 22 contains 19448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150707312.000000 Penalty: 62535.531250
Iteration 28Q: 19 clusters Score -1.507073e+08 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 43474 members 
Mstep: Class 3 contains 23288 members 
Mstep: Class 4 contains 20625 members 
Mstep: Class 5 contains 17561 members 
Mstep: Class 6 contains 171407 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 22131 members 
Mstep: Class 10 contains 177434 members 
Mstep: Class 12 contains 183067 members 
Mstep: Class 13 contains 118919 members 
Mstep: Class 15 contains 31279 members 
Mstep: Class 16 contains 17915 members 
Mstep: Class 18 contains 100168 members 
Mstep: Class 19 contains 36457 members 
Mstep: Class 20 contains 89533 members 
Mstep: Class 21 contains 136822 members 
Mstep: Class 22 contains 19285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150708560.000000 Penalty: 62535.531250
Iteration 29Q: 19 clusters Score -1.507086e+08 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 43638 members 
Mstep: Class 3 contains 22998 members 
Mstep: Class 4 contains 20537 members 
Mstep: Class 5 contains 17799 members 
Mstep: Class 6 contains 170523 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 22874 members 
Mstep: Class 10 contains 178177 members 
Mstep: Class 12 contains 182846 members 
Mstep: Class 13 contains 120551 members 
Mstep: Class 15 contains 31268 members 
Mstep: Class 16 contains 17828 members 
Mstep: Class 18 contains 99528 members 
Mstep: Class 19 contains 36419 members 
Mstep: Class 20 contains 89411 members 
Mstep: Class 21 contains 135824 members 
Mstep: Class 22 contains 19139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150709248.000000 Penalty: 62535.531250
Iteration 30Q: 19 clusters Score -1.507092e+08 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 43793 members 
Mstep: Class 3 contains 22740 members 
Mstep: Class 4 contains 20434 members 
Mstep: Class 5 contains 17990 members 
Mstep: Class 6 contains 169626 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 23458 members 
Mstep: Class 10 contains 178945 members 
Mstep: Class 12 contains 182628 members 
Mstep: Class 13 contains 121999 members 
Mstep: Class 15 contains 31272 members 
Mstep: Class 16 contains 17757 members 
Mstep: Class 18 contains 99024 members 
Mstep: Class 19 contains 36366 members 
Mstep: Class 20 contains 89385 members 
Mstep: Class 21 contains 134933 members 
Mstep: Class 22 contains 19003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150709632.000000 Penalty: 62535.531250
Iteration 31Q: 19 clusters Score -1.507096e+08 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 43885 members 
Mstep: Class 3 contains 22509 members 
Mstep: Class 4 contains 20323 members 
Mstep: Class 5 contains 18173 members 
Mstep: Class 6 contains 168775 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 23913 members 
Mstep: Class 10 contains 179661 members 
Mstep: Class 12 contains 182397 members 
Mstep: Class 13 contains 123479 members 
Mstep: Class 15 contains 31235 members 
Mstep: Class 16 contains 17712 members 
Mstep: Class 18 contains 98652 members 
Mstep: Class 19 contains 36298 members 
Mstep: Class 20 contains 89352 members 
Mstep: Class 21 contains 134078 members 
Mstep: Class 22 contains 18910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150710192.000000 Penalty: 62535.531250
Iteration 32Q: 19 clusters Score -1.507102e+08 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 43967 members 
Mstep: Class 3 contains 22330 members 
Mstep: Class 4 contains 20204 members 
Mstep: Class 5 contains 18314 members 
Mstep: Class 6 contains 167975 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 24270 members 
Mstep: Class 10 contains 180404 members 
Mstep: Class 12 contains 182178 members 
Mstep: Class 13 contains 124841 members 
Mstep: Class 15 contains 31173 members 
Mstep: Class 16 contains 17677 members 
Mstep: Class 18 contains 98336 members 
Mstep: Class 19 contains 36217 members 
Mstep: Class 20 contains 89342 members 
Mstep: Class 21 contains 133288 members 
Mstep: Class 22 contains 18834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150710688.000000 Penalty: 62535.531250
Iteration 33Q: 19 clusters Score -1.507107e+08 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 44041 members 
Mstep: Class 3 contains 22172 members 
Mstep: Class 4 contains 20087 members 
Mstep: Class 5 contains 18431 members 
Mstep: Class 6 contains 167294 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 24554 members 
Mstep: Class 10 contains 181106 members 
Mstep: Class 12 contains 181943 members 
Mstep: Class 13 contains 126034 members 
Mstep: Class 15 contains 31114 members 
Mstep: Class 16 contains 17641 members 
Mstep: Class 18 contains 98096 members 
Mstep: Class 19 contains 36127 members 
Mstep: Class 20 contains 89388 members 
Mstep: Class 21 contains 132558 members 
Mstep: Class 22 contains 18765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150711104.000000 Penalty: 62535.531250
Iteration 34Q: 19 clusters Score -1.507111e+08 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 44090 members 
Mstep: Class 3 contains 22018 members 
Mstep: Class 4 contains 19993 members 
Mstep: Class 5 contains 18522 members 
Mstep: Class 6 contains 166677 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 24767 members 
Mstep: Class 10 contains 181774 members 
Mstep: Class 12 contains 181706 members 
Mstep: Class 13 contains 127169 members 
Mstep: Class 15 contains 31065 members 
Mstep: Class 16 contains 17600 members 
Mstep: Class 18 contains 97918 members 
Mstep: Class 19 contains 36015 members 
Mstep: Class 20 contains 89464 members 
Mstep: Class 21 contains 131869 members 
Mstep: Class 22 contains 18703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150711216.000000 Penalty: 62535.531250
Iteration 35Q: 19 clusters Score -1.507112e+08 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 44165 members 
Mstep: Class 3 contains 21894 members 
Mstep: Class 4 contains 19869 members 
Mstep: Class 5 contains 18598 members 
Mstep: Class 6 contains 166080 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 24957 members 
Mstep: Class 10 contains 182448 members 
Mstep: Class 12 contains 181463 members 
Mstep: Class 13 contains 128155 members 
Mstep: Class 15 contains 31050 members 
Mstep: Class 16 contains 17550 members 
Mstep: Class 18 contains 97765 members 
Mstep: Class 19 contains 35899 members 
Mstep: Class 20 contains 89573 members 
Mstep: Class 21 contains 131227 members 
Mstep: Class 22 contains 18655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150711856.000000 Penalty: 62535.531250
Iteration 36Q: 19 clusters Score -1.507119e+08 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 44209 members 
Mstep: Class 3 contains 21777 members 
Mstep: Class 4 contains 19736 members 
Mstep: Class 5 contains 18669 members 
Mstep: Class 6 contains 165579 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 25097 members 
Mstep: Class 10 contains 183073 members 
Mstep: Class 12 contains 181213 members 
Mstep: Class 13 contains 129088 members 
Mstep: Class 15 contains 31020 members 
Mstep: Class 16 contains 17515 members 
Mstep: Class 18 contains 97661 members 
Mstep: Class 19 contains 35777 members 
Mstep: Class 20 contains 89703 members 
Mstep: Class 21 contains 130625 members 
Mstep: Class 22 contains 18605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150711760.000000 Penalty: 62535.531250
Iteration 37Q: 19 clusters Score -1.507118e+08 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 44233 members 
Mstep: Class 3 contains 21643 members 
Mstep: Class 4 contains 19580 members 
Mstep: Class 5 contains 18722 members 
Mstep: Class 6 contains 165045 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 25203 members 
Mstep: Class 10 contains 183723 members 
Mstep: Class 12 contains 181011 members 
Mstep: Class 13 contains 129924 members 
Mstep: Class 15 contains 30984 members 
Mstep: Class 16 contains 17486 members 
Mstep: Class 18 contains 97584 members 
Mstep: Class 19 contains 35662 members 
Mstep: Class 20 contains 89879 members 
Mstep: Class 21 contains 130106 members 
Mstep: Class 22 contains 18562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150711856.000000 Penalty: 62535.531250
Iteration 38Q: 19 clusters Score -1.507119e+08 nChanged 3977
Entering ConstructFrom: 
Score: -150711856.000000 Penalty: 62535.531250
Entering ConstructFrom: 
Trying to split cluster 1 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -87990.062500 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -87990.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -86360.593750 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -86360.59 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86752.718750 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -86752.72 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -86947.804688 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -86947.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -87107.609375 Penalty: 3300.459473
	Iteration 3F: 3 clusters Score -87107.61 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87234.460938 Penalty: 3300.459473
	Iteration 4F: 3 clusters Score -87234.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -87366.687500 Penalty: 3300.459473
	Iteration 5Q: 3 clusters Score -87366.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -87407.242188 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -87407.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -87433.960938 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -87433.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -87447.367188 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -87447.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -87458.531250 Penalty: 3300.459473
	Iteration 9Q: 3 clusters Score -87458.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -87461.867188 Penalty: 3300.459473
	Iteration 10Q: 3 clusters Score -87461.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -87461.867188 Penalty: 3300.459473
	Iteration 11F: 3 clusters Score -87461.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Entering Unmasked Estep 
Score: -5538821.000000 Penalty: 2653.035400
	Iteration 0F: 2 clusters Score -5538821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -5509126.000000 Penalty: 5306.070801
	Iteration 0F: 3 clusters Score -5509126 nChanged 20452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -5522081.000000 Penalty: 5306.070801
	Iteration 1F: 3 clusters Score -5522081 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -5525324.500000 Penalty: 5306.070801
	Iteration 2F: 3 clusters Score -5525324 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -5529971.000000 Penalty: 5306.070801
	Iteration 3F: 3 clusters Score -5529971 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -5534885.000000 Penalty: 5306.070801
	Iteration 4F: 3 clusters Score -5534885 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -5538979.000000 Penalty: 5306.070801
	Iteration 5F: 3 clusters Score -5538979 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -5542692.000000 Penalty: 5306.070801
	Iteration 6F: 3 clusters Score -5542692 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -5546161.000000 Penalty: 5306.070801
	Iteration 7F: 3 clusters Score -5546161 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -5549241.000000 Penalty: 5306.070801
	Iteration 8Q: 3 clusters Score -5549241 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -5551590.500000 Penalty: 5306.070801
	Iteration 9Q: 3 clusters Score -5551590 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -5552448.000000 Penalty: 5306.070801
	Iteration 10Q: 3 clusters Score -5552448 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -5552724.500000 Penalty: 5306.070801
	Iteration 11Q: 3 clusters Score -5552724 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -5552795.000000 Penalty: 5306.070801
	Iteration 12Q: 3 clusters Score -5552795 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -5552803.500000 Penalty: 5306.070801
	Iteration 13Q: 3 clusters Score -5552804 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -5552822.000000 Penalty: 5306.070801
	Iteration 14Q: 3 clusters Score -5552822 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -5552827.500000 Penalty: 5306.070801
	Iteration 15Q: 3 clusters Score -5552828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -5552828.000000 Penalty: 5306.070801
	Iteration 16Q: 3 clusters Score -5552828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -5552846.000000 Penalty: 5306.070801
	Iteration 17Q: 3 clusters Score -5552846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -5552855.500000 Penalty: 5306.070801
	Iteration 18Q: 3 clusters Score -5552856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -5552858.000000 Penalty: 5306.070801
	Iteration 19Q: 3 clusters Score -5552858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -5552863.000000 Penalty: 5306.070801
	Iteration 20F: 3 clusters Score -5552863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -5552862.500000 Penalty: 5306.070801
	Iteration 21Q: 3 clusters Score -5552862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -5552868.000000 Penalty: 5306.070801
	Iteration 22Q: 3 clusters Score -5552868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -5552870.000000 Penalty: 5306.070801
	Iteration 23Q: 3 clusters Score -5552870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -5552877.500000 Penalty: 5306.070801
	Iteration 24Q: 3 clusters Score -5552878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -5552871.500000 Penalty: 5306.070801
	Iteration 25Q: 3 clusters Score -5552872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -5552871.000000 Penalty: 5306.070801
	Iteration 26Q: 3 clusters Score -5552871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -5552868.000000 Penalty: 5306.070801
	Iteration 27Q: 3 clusters Score -5552868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -5552870.000000 Penalty: 5306.070801
	Iteration 28Q: 3 clusters Score -5552870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -5552863.500000 Penalty: 5306.070801
	Iteration 29Q: 3 clusters Score -5552864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -5552863.500000 Penalty: 5306.070801
	Iteration 30Q: 3 clusters Score -5552864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -5552863.500000 Penalty: 5306.070801
	Iteration 31F: 3 clusters Score -5552864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28215 members 
Mstep: Class 3 contains 21503 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 18753 members 
Mstep: Class 6 contains 164572 members 
Mstep: Class 7 contains 16040 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 25280 members 
Mstep: Class 10 contains 184307 members 
Mstep: Class 12 contains 180801 members 
Mstep: Class 13 contains 130772 members 
Mstep: Class 15 contains 30921 members 
Mstep: Class 16 contains 17466 members 
Mstep: Class 18 contains 97527 members 
Mstep: Class 19 contains 35574 members 
Mstep: Class 20 contains 90076 members 
Mstep: Class 21 contains 129576 members 
Mstep: Class 22 contains 18515 members 
Entering Unmasked Estep 
Score: -150724336.000000 Penalty: 66009.726562
Splitting cluster 2 changes total score from -150711856.000000 to -150724336.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 3 (21503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Entering Unmasked Estep 
Score: -2581662.250000 Penalty: 2474.034912
	Iteration 0F: 2 clusters Score -2581662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2566788.000000 Penalty: 4948.069824
	Iteration 0F: 3 clusters Score -2566788 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2572188.000000 Penalty: 4948.069824
	Iteration 1F: 3 clusters Score -2572188 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2572970.000000 Penalty: 4948.069824
	Iteration 2F: 3 clusters Score -2572970 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2573896.250000 Penalty: 4948.069824
	Iteration 3F: 3 clusters Score -2573896 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2575108.000000 Penalty: 4948.069824
	Iteration 4F: 3 clusters Score -2575108 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2576683.000000 Penalty: 4948.069824
	Iteration 5F: 3 clusters Score -2576683 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2578357.250000 Penalty: 4948.069824
	Iteration 6F: 3 clusters Score -2578357 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2579717.000000 Penalty: 4948.069824
	Iteration 7F: 3 clusters Score -2579717 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2580541.250000 Penalty: 4948.069824
	Iteration 8Q: 3 clusters Score -2580541 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2581085.000000 Penalty: 4948.069824
	Iteration 9Q: 3 clusters Score -2581085 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2581464.500000 Penalty: 4948.069824
	Iteration 10Q: 3 clusters Score -2581464 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2581730.750000 Penalty: 4948.069824
	Iteration 11Q: 3 clusters Score -2581731 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2581866.750000 Penalty: 4948.069824
	Iteration 12Q: 3 clusters Score -2581867 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2581947.000000 Penalty: 4948.069824
	Iteration 13Q: 3 clusters Score -2581947 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2581981.750000 Penalty: 4948.069824
	Iteration 14Q: 3 clusters Score -2581982 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2582012.750000 Penalty: 4948.069824
	Iteration 15Q: 3 clusters Score -2582013 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2582012.750000 Penalty: 4948.069824
	Iteration 16Q: 3 clusters Score -2582013 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2582017.250000 Penalty: 4948.069824
	Iteration 17Q: 3 clusters Score -2582017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2582027.000000 Penalty: 4948.069824
	Iteration 18Q: 3 clusters Score -2582027 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2582029.750000 Penalty: 4948.069824
	Iteration 19Q: 3 clusters Score -2582030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2582035.000000 Penalty: 4948.069824
	Iteration 20F: 3 clusters Score -2582035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2582034.500000 Penalty: 4948.069824
	Iteration 21Q: 3 clusters Score -2582034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2582032.250000 Penalty: 4948.069824
	Iteration 22Q: 3 clusters Score -2582032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2582031.750000 Penalty: 4948.069824
	Iteration 23Q: 3 clusters Score -2582032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2582032.750000 Penalty: 4948.069824
	Iteration 24Q: 3 clusters Score -2582033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2582036.500000 Penalty: 4948.069824
	Iteration 25Q: 3 clusters Score -2582036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2582038.750000 Penalty: 4948.069824
	Iteration 26Q: 3 clusters Score -2582039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2582040.000000 Penalty: 4948.069824
	Iteration 27Q: 3 clusters Score -2582040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2582042.750000 Penalty: 4948.069824
	Iteration 28Q: 3 clusters Score -2582043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2582032.250000 Penalty: 4948.069824
	Iteration 29Q: 3 clusters Score -2582032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2582040.250000 Penalty: 4948.069824
	Iteration 30Q: 3 clusters Score -2582040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2582036.750000 Penalty: 4948.069824
	Iteration 31Q: 3 clusters Score -2582037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2582033.750000 Penalty: 4948.069824
	Iteration 32Q: 3 clusters Score -2582034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2582040.750000 Penalty: 4948.069824
	Iteration 33Q: 3 clusters Score -2582041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2582039.500000 Penalty: 4948.069824
	Iteration 34Q: 3 clusters Score -2582040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2582046.250000 Penalty: 4948.069824
	Iteration 35Q: 3 clusters Score -2582046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2582051.000000 Penalty: 4948.069824
	Iteration 36Q: 3 clusters Score -2582051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2582045.750000 Penalty: 4948.069824
	Iteration 37Q: 3 clusters Score -2582046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2582050.750000 Penalty: 4948.069824
	Iteration 38Q: 3 clusters Score -2582051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2582052.500000 Penalty: 4948.069824
	Iteration 39Q: 3 clusters Score -2582052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2582053.500000 Penalty: 4948.069824
	Iteration 40F: 3 clusters Score -2582054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2582052.000000 Penalty: 4948.069824
	Iteration 41Q: 3 clusters Score -2582052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2582052.000000 Penalty: 4948.069824
	Iteration 42F: 3 clusters Score -2582052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28215 members 
Mstep: Class 3 contains 8875 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 18753 members 
Mstep: Class 6 contains 164572 members 
Mstep: Class 7 contains 16040 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 25280 members 
Mstep: Class 10 contains 184307 members 
Mstep: Class 11 contains 12628 members 
Mstep: Class 12 contains 180801 members 
Mstep: Class 13 contains 130772 members 
Mstep: Class 15 contains 30921 members 
Mstep: Class 16 contains 17466 members 
Mstep: Class 18 contains 97527 members 
Mstep: Class 19 contains 35574 members 
Mstep: Class 20 contains 90076 members 
Mstep: Class 21 contains 129576 members 
Mstep: Class 22 contains 18515 members 
Entering Unmasked Estep 
Score: -150723648.000000 Penalty: 69483.921875
Splitting cluster 3 changes total score from -150711856.000000 to -150723648.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 4 (19449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Entering Unmasked Estep 
Score: -2370607.250000 Penalty: 2449.136719
	Iteration 0F: 2 clusters Score -2370607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2356929.250000 Penalty: 4898.273438
	Iteration 0F: 3 clusters Score -2356929 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2361651.750000 Penalty: 4898.273438
	Iteration 1F: 3 clusters Score -2361652 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2362243.750000 Penalty: 4898.273438
	Iteration 2F: 3 clusters Score -2362244 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2362884.750000 Penalty: 4898.273438
	Iteration 3F: 3 clusters Score -2362885 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2363596.750000 Penalty: 4898.273438
	Iteration 4F: 3 clusters Score -2363597 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2364392.000000 Penalty: 4898.273438
	Iteration 5F: 3 clusters Score -2364392 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2365276.250000 Penalty: 4898.273438
	Iteration 6F: 3 clusters Score -2365276 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2366139.250000 Penalty: 4898.273438
	Iteration 7F: 3 clusters Score -2366139 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2366855.000000 Penalty: 4898.273438
	Iteration 8Q: 3 clusters Score -2366855 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2367298.750000 Penalty: 4898.273438
	Iteration 9Q: 3 clusters Score -2367299 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2367564.000000 Penalty: 4898.273438
	Iteration 10Q: 3 clusters Score -2367564 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2367696.250000 Penalty: 4898.273438
	Iteration 11Q: 3 clusters Score -2367696 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2367774.250000 Penalty: 4898.273438
	Iteration 12Q: 3 clusters Score -2367774 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2367836.000000 Penalty: 4898.273438
	Iteration 13Q: 3 clusters Score -2367836 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2367875.750000 Penalty: 4898.273438
	Iteration 14Q: 3 clusters Score -2367876 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2367908.750000 Penalty: 4898.273438
	Iteration 15Q: 3 clusters Score -2367909 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2367933.000000 Penalty: 4898.273438
	Iteration 16Q: 3 clusters Score -2367933 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2367969.250000 Penalty: 4898.273438
	Iteration 17Q: 3 clusters Score -2367969 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2367986.500000 Penalty: 4898.273438
	Iteration 18Q: 3 clusters Score -2367986 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2367996.250000 Penalty: 4898.273438
	Iteration 19Q: 3 clusters Score -2367996 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2368019.000000 Penalty: 4898.273438
	Iteration 20F: 3 clusters Score -2368019 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2368039.000000 Penalty: 4898.273438
	Iteration 21Q: 3 clusters Score -2368039 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2368049.500000 Penalty: 4898.273438
	Iteration 22Q: 3 clusters Score -2368050 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2368068.000000 Penalty: 4898.273438
	Iteration 23Q: 3 clusters Score -2368068 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2368086.250000 Penalty: 4898.273438
	Iteration 24Q: 3 clusters Score -2368086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2368091.000000 Penalty: 4898.273438
	Iteration 25Q: 3 clusters Score -2368091 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2368108.750000 Penalty: 4898.273438
	Iteration 26Q: 3 clusters Score -2368109 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2368118.000000 Penalty: 4898.273438
	Iteration 27Q: 3 clusters Score -2368118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2368142.250000 Penalty: 4898.273438
	Iteration 28Q: 3 clusters Score -2368142 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2368148.500000 Penalty: 4898.273438
	Iteration 29Q: 3 clusters Score -2368148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2368164.500000 Penalty: 4898.273438
	Iteration 30Q: 3 clusters Score -2368164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2368175.000000 Penalty: 4898.273438
	Iteration 31Q: 3 clusters Score -2368175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2368177.500000 Penalty: 4898.273438
	Iteration 32Q: 3 clusters Score -2368178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2368182.250000 Penalty: 4898.273438
	Iteration 33Q: 3 clusters Score -2368182 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2368183.000000 Penalty: 4898.273438
	Iteration 34Q: 3 clusters Score -2368183 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2368188.000000 Penalty: 4898.273438
	Iteration 35Q: 3 clusters Score -2368188 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2368202.750000 Penalty: 4898.273438
	Iteration 36Q: 3 clusters Score -2368203 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2368220.000000 Penalty: 4898.273438
	Iteration 37Q: 3 clusters Score -2368220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2368228.000000 Penalty: 4898.273438
	Iteration 38Q: 3 clusters Score -2368228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2368235.250000 Penalty: 4898.273438
	Iteration 39Q: 3 clusters Score -2368235 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2368251.750000 Penalty: 4898.273438
	Iteration 40F: 3 clusters Score -2368252 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2368263.500000 Penalty: 4898.273438
	Iteration 41Q: 3 clusters Score -2368264 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2368272.750000 Penalty: 4898.273438
	Iteration 42Q: 3 clusters Score -2368273 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2368300.500000 Penalty: 4898.273438
	Iteration 43Q: 3 clusters Score -2368300 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2368312.000000 Penalty: 4898.273438
	Iteration 44Q: 3 clusters Score -2368312 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2368322.750000 Penalty: 4898.273438
	Iteration 45Q: 3 clusters Score -2368323 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2368343.500000 Penalty: 4898.273438
	Iteration 46Q: 3 clusters Score -2368344 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2368353.250000 Penalty: 4898.273438
	Iteration 47Q: 3 clusters Score -2368353 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2368369.250000 Penalty: 4898.273438
	Iteration 48Q: 3 clusters Score -2368369 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2368370.250000 Penalty: 4898.273438
	Iteration 49Q: 3 clusters Score -2368370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2368379.000000 Penalty: 4898.273438
	Iteration 50Q: 3 clusters Score -2368379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2368378.750000 Penalty: 4898.273438
	Iteration 51Q: 3 clusters Score -2368379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2368384.750000 Penalty: 4898.273438
	Iteration 52Q: 3 clusters Score -2368385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2368390.250000 Penalty: 4898.273438
	Iteration 53Q: 3 clusters Score -2368390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2368400.500000 Penalty: 4898.273438
	Iteration 54Q: 3 clusters Score -2368400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2368405.750000 Penalty: 4898.273438
	Iteration 55Q: 3 clusters Score -2368406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2368410.250000 Penalty: 4898.273438
	Iteration 56Q: 3 clusters Score -2368410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2368415.250000 Penalty: 4898.273438
	Iteration 57Q: 3 clusters Score -2368415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2368416.000000 Penalty: 4898.273438
	Iteration 58Q: 3 clusters Score -2368416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2368419.250000 Penalty: 4898.273438
	Iteration 59Q: 3 clusters Score -2368419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2368414.500000 Penalty: 4898.273438
	Iteration 60F: 3 clusters Score -2368414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2368414.000000 Penalty: 4898.273438
	Iteration 61Q: 3 clusters Score -2368414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2368416.750000 Penalty: 4898.273438
	Iteration 62Q: 3 clusters Score -2368417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2368422.500000 Penalty: 4898.273438
	Iteration 63Q: 3 clusters Score -2368422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2368429.250000 Penalty: 4898.273438
	Iteration 64Q: 3 clusters Score -2368429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2368426.750000 Penalty: 4898.273438
	Iteration 65Q: 3 clusters Score -2368427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2368432.000000 Penalty: 4898.273438
	Iteration 66Q: 3 clusters Score -2368432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2368428.000000 Penalty: 4898.273438
	Iteration 67Q: 3 clusters Score -2368428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2368430.750000 Penalty: 4898.273438
	Iteration 68Q: 3 clusters Score -2368431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2368430.250000 Penalty: 4898.273438
	Iteration 69Q: 3 clusters Score -2368430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2368432.750000 Penalty: 4898.273438
	Iteration 70Q: 3 clusters Score -2368433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2368435.250000 Penalty: 4898.273438
	Iteration 71Q: 3 clusters Score -2368435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2368438.000000 Penalty: 4898.273438
	Iteration 72Q: 3 clusters Score -2368438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2368432.500000 Penalty: 4898.273438
	Iteration 73Q: 3 clusters Score -2368432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2368440.250000 Penalty: 4898.273438
	Iteration 74Q: 3 clusters Score -2368440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2368438.000000 Penalty: 4898.273438
	Iteration 75Q: 3 clusters Score -2368438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2368441.500000 Penalty: 4898.273438
	Iteration 76Q: 3 clusters Score -2368442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2368444.250000 Penalty: 4898.273438
	Iteration 77Q: 3 clusters Score -2368444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2368448.500000 Penalty: 4898.273438
	Iteration 78Q: 3 clusters Score -2368448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2368438.500000 Penalty: 4898.273438
	Iteration 79Q: 3 clusters Score -2368438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2368445.500000 Penalty: 4898.273438
	Iteration 80F: 3 clusters Score -2368446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2368444.250000 Penalty: 4898.273438
	Iteration 81Q: 3 clusters Score -2368444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2368446.000000 Penalty: 4898.273438
	Iteration 82Q: 3 clusters Score -2368446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2368446.000000 Penalty: 4898.273438
	Iteration 83Q: 3 clusters Score -2368446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2368448.500000 Penalty: 4898.273438
	Iteration 84Q: 3 clusters Score -2368448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2368449.500000 Penalty: 4898.273438
	Iteration 85Q: 3 clusters Score -2368450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2368451.500000 Penalty: 4898.273438
	Iteration 86Q: 3 clusters Score -2368452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2368455.250000 Penalty: 4898.273438
	Iteration 87Q: 3 clusters Score -2368455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2368456.250000 Penalty: 4898.273438
	Iteration 88Q: 3 clusters Score -2368456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2368458.000000 Penalty: 4898.273438
	Iteration 89Q: 3 clusters Score -2368458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2368457.750000 Penalty: 4898.273438
	Iteration 90Q: 3 clusters Score -2368458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2368458.500000 Penalty: 4898.273438
	Iteration 91Q: 3 clusters Score -2368458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2368460.500000 Penalty: 4898.273438
	Iteration 92Q: 3 clusters Score -2368460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2368464.000000 Penalty: 4898.273438
	Iteration 93Q: 3 clusters Score -2368464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2368464.250000 Penalty: 4898.273438
	Iteration 94Q: 3 clusters Score -2368464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2368469.000000 Penalty: 4898.273438
	Iteration 95Q: 3 clusters Score -2368469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2368471.250000 Penalty: 4898.273438
	Iteration 96Q: 3 clusters Score -2368471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2368475.250000 Penalty: 4898.273438
	Iteration 97Q: 3 clusters Score -2368475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2368484.500000 Penalty: 4898.273438
	Iteration 98Q: 3 clusters Score -2368484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2368487.000000 Penalty: 4898.273438
	Iteration 99Q: 3 clusters Score -2368487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2368488.750000 Penalty: 4898.273438
	Iteration 100F: 3 clusters Score -2368489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2368486.500000 Penalty: 4898.273438
	Iteration 101Q: 3 clusters Score -2368486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2368498.750000 Penalty: 4898.273438
	Iteration 102Q: 3 clusters Score -2368499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2368501.250000 Penalty: 4898.273438
	Iteration 103Q: 3 clusters Score -2368501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2368511.000000 Penalty: 4898.273438
	Iteration 104Q: 3 clusters Score -2368511 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2368513.000000 Penalty: 4898.273438
	Iteration 105Q: 3 clusters Score -2368513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2368518.750000 Penalty: 4898.273438
	Iteration 106Q: 3 clusters Score -2368519 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2368533.000000 Penalty: 4898.273438
	Iteration 107Q: 3 clusters Score -2368533 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2368545.000000 Penalty: 4898.273438
	Iteration 108Q: 3 clusters Score -2368545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2368560.250000 Penalty: 4898.273438
	Iteration 109Q: 3 clusters Score -2368560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2368578.750000 Penalty: 4898.273438
	Iteration 110Q: 3 clusters Score -2368579 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2368589.000000 Penalty: 4898.273438
	Iteration 111Q: 3 clusters Score -2368589 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2368603.000000 Penalty: 4898.273438
	Iteration 112Q: 3 clusters Score -2368603 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2368616.000000 Penalty: 4898.273438
	Iteration 113Q: 3 clusters Score -2368616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2368629.000000 Penalty: 4898.273438
	Iteration 114Q: 3 clusters Score -2368629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2368643.000000 Penalty: 4898.273438
	Iteration 115Q: 3 clusters Score -2368643 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2368658.750000 Penalty: 4898.273438
	Iteration 116Q: 3 clusters Score -2368659 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2368676.500000 Penalty: 4898.273438
	Iteration 117Q: 3 clusters Score -2368676 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2368710.250000 Penalty: 4898.273438
	Iteration 118Q: 3 clusters Score -2368710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2368733.000000 Penalty: 4898.273438
	Iteration 119Q: 3 clusters Score -2368733 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2368762.000000 Penalty: 4898.273438
	Iteration 120F: 3 clusters Score -2368762 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2368787.000000 Penalty: 4898.273438
	Iteration 121Q: 3 clusters Score -2368787 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2368812.000000 Penalty: 4898.273438
	Iteration 122Q: 3 clusters Score -2368812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2368830.750000 Penalty: 4898.273438
	Iteration 123Q: 3 clusters Score -2368831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2368852.250000 Penalty: 4898.273438
	Iteration 124Q: 3 clusters Score -2368852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2368867.750000 Penalty: 4898.273438
	Iteration 125Q: 3 clusters Score -2368868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2368881.000000 Penalty: 4898.273438
	Iteration 126Q: 3 clusters Score -2368881 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2368883.750000 Penalty: 4898.273438
	Iteration 127Q: 3 clusters Score -2368884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2368890.750000 Penalty: 4898.273438
	Iteration 128Q: 3 clusters Score -2368891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2368890.750000 Penalty: 4898.273438
	Iteration 129Q: 3 clusters Score -2368891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2368898.250000 Penalty: 4898.273438
	Iteration 130Q: 3 clusters Score -2368898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2368903.500000 Penalty: 4898.273438
	Iteration 131Q: 3 clusters Score -2368904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2368908.000000 Penalty: 4898.273438
	Iteration 132Q: 3 clusters Score -2368908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2368917.500000 Penalty: 4898.273438
	Iteration 133Q: 3 clusters Score -2368918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2368924.250000 Penalty: 4898.273438
	Iteration 134Q: 3 clusters Score -2368924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2368931.000000 Penalty: 4898.273438
	Iteration 135Q: 3 clusters Score -2368931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2368934.000000 Penalty: 4898.273438
	Iteration 136Q: 3 clusters Score -2368934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2368934.000000 Penalty: 4898.273438
	Iteration 137Q: 3 clusters Score -2368934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2368932.250000 Penalty: 4898.273438
	Iteration 138Q: 3 clusters Score -2368932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2368933.750000 Penalty: 4898.273438
	Iteration 139Q: 3 clusters Score -2368934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2368934.500000 Penalty: 4898.273438
	Iteration 140F: 3 clusters Score -2368934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2368932.250000 Penalty: 4898.273438
	Iteration 141Q: 3 clusters Score -2368932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2368930.500000 Penalty: 4898.273438
	Iteration 142Q: 3 clusters Score -2368930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2368933.250000 Penalty: 4898.273438
	Iteration 143Q: 3 clusters Score -2368933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2368935.500000 Penalty: 4898.273438
	Iteration 144Q: 3 clusters Score -2368936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2368937.250000 Penalty: 4898.273438
	Iteration 145Q: 3 clusters Score -2368937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2368936.500000 Penalty: 4898.273438
	Iteration 146Q: 3 clusters Score -2368936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2368933.750000 Penalty: 4898.273438
	Iteration 147Q: 3 clusters Score -2368934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2368934.000000 Penalty: 4898.273438
	Iteration 148Q: 3 clusters Score -2368934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2368934.750000 Penalty: 4898.273438
	Iteration 149Q: 3 clusters Score -2368935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2368932.000000 Penalty: 4898.273438
	Iteration 150Q: 3 clusters Score -2368932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2368932.500000 Penalty: 4898.273438
	Iteration 151Q: 3 clusters Score -2368932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2368935.000000 Penalty: 4898.273438
	Iteration 152Q: 3 clusters Score -2368935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2368936.500000 Penalty: 4898.273438
	Iteration 153Q: 3 clusters Score -2368936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2368936.500000 Penalty: 4898.273438
	Iteration 154F: 3 clusters Score -2368936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Entering Unmasked Estep 
Score: -2269635.750000 Penalty: 2440.099121
	Iteration 0F: 2 clusters Score -2269636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2256734.000000 Penalty: 4880.198242
	Iteration 0F: 3 clusters Score -2256734 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2270803.750000 Penalty: 4880.198242
	Iteration 1F: 3 clusters Score -2270804 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2280423.250000 Penalty: 4880.198242
	Iteration 2F: 3 clusters Score -2280423 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2283853.000000 Penalty: 4880.198242
	Iteration 3F: 3 clusters Score -2283853 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2284486.750000 Penalty: 4880.198242
	Iteration 4Q: 3 clusters Score -2284487 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2284679.000000 Penalty: 4880.198242
	Iteration 5Q: 3 clusters Score -2284679 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2284784.250000 Penalty: 4880.198242
	Iteration 6Q: 3 clusters Score -2284784 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2284839.000000 Penalty: 4880.198242
	Iteration 7Q: 3 clusters Score -2284839 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2284862.250000 Penalty: 4880.198242
	Iteration 8Q: 3 clusters Score -2284862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2284876.250000 Penalty: 4880.198242
	Iteration 9Q: 3 clusters Score -2284876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2284897.250000 Penalty: 4880.198242
	Iteration 10Q: 3 clusters Score -2284897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2284915.250000 Penalty: 4880.198242
	Iteration 11Q: 3 clusters Score -2284915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2284923.500000 Penalty: 4880.198242
	Iteration 12Q: 3 clusters Score -2284924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2284929.250000 Penalty: 4880.198242
	Iteration 13Q: 3 clusters Score -2284929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2284936.500000 Penalty: 4880.198242
	Iteration 14Q: 3 clusters Score -2284936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2284940.500000 Penalty: 4880.198242
	Iteration 15Q: 3 clusters Score -2284940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2284944.000000 Penalty: 4880.198242
	Iteration 16Q: 3 clusters Score -2284944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2284943.500000 Penalty: 4880.198242
	Iteration 17Q: 3 clusters Score -2284944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2284947.750000 Penalty: 4880.198242
	Iteration 18Q: 3 clusters Score -2284948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2284949.750000 Penalty: 4880.198242
	Iteration 19Q: 3 clusters Score -2284950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2284950.500000 Penalty: 4880.198242
	Iteration 20F: 3 clusters Score -2284950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2284947.000000 Penalty: 4880.198242
	Iteration 21Q: 3 clusters Score -2284947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2284954.250000 Penalty: 4880.198242
	Iteration 22Q: 3 clusters Score -2284954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2284953.750000 Penalty: 4880.198242
	Iteration 23Q: 3 clusters Score -2284954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2284952.250000 Penalty: 4880.198242
	Iteration 24Q: 3 clusters Score -2284952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2284952.750000 Penalty: 4880.198242
	Iteration 25Q: 3 clusters Score -2284953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2284951.500000 Penalty: 4880.198242
	Iteration 26Q: 3 clusters Score -2284952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2284953.750000 Penalty: 4880.198242
	Iteration 27Q: 3 clusters Score -2284954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2284950.250000 Penalty: 4880.198242
	Iteration 28Q: 3 clusters Score -2284950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2284952.000000 Penalty: 4880.198242
	Iteration 29Q: 3 clusters Score -2284952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2284950.250000 Penalty: 4880.198242
	Iteration 30Q: 3 clusters Score -2284950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2284950.250000 Penalty: 4880.198242
	Iteration 31F: 3 clusters Score -2284950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28215 members 
Mstep: Class 3 contains 8875 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 17375 members 
Mstep: Class 6 contains 164572 members 
Mstep: Class 7 contains 16040 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 25280 members 
Mstep: Class 10 contains 184307 members 
Mstep: Class 11 contains 12628 members 
Mstep: Class 12 contains 180801 members 
Mstep: Class 13 contains 130772 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 30921 members 
Mstep: Class 16 contains 17466 members 
Mstep: Class 18 contains 97527 members 
Mstep: Class 19 contains 35574 members 
Mstep: Class 20 contains 90076 members 
Mstep: Class 21 contains 129576 members 
Mstep: Class 22 contains 18515 members 
Entering Unmasked Estep 
Score: -150739520.000000 Penalty: 72958.125000
Splitting cluster 5 changes total score from -150711856.000000 to -150739520.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 6 (164572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164572 members 
Entering Unmasked Estep 
Score: -21109672.000000 Penalty: 2978.753662
	Iteration 0F: 2 clusters Score -2.110967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 82384 members 
Entering Unmasked Estep 
Score: -21001474.000000 Penalty: 5957.507324
	Iteration 0F: 3 clusters Score -2.100147e+07 nChanged 78976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78938 members 
Mstep: Class 2 contains 85634 members 
Entering Unmasked Estep 
Score: -21049476.000000 Penalty: 5957.507324
	Iteration 1F: 3 clusters Score -2.104948e+07 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76171 members 
Mstep: Class 2 contains 88401 members 
Entering Unmasked Estep 
Score: -21054268.000000 Penalty: 5957.507324
	Iteration 2Q: 3 clusters Score -2.105427e+07 nChanged 10899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
Score: -21061426.000000 Penalty: 5957.507324
	Iteration 3F: 3 clusters Score -2.106143e+07 nChanged 13000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 101558 members 
Entering Unmasked Estep 
Score: -21070310.000000 Penalty: 5957.507324
	Iteration 4F: 3 clusters Score -2.107031e+07 nChanged 13630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 111572 members 
Entering Unmasked Estep 
Score: -21080622.000000 Penalty: 5957.507324
	Iteration 5F: 3 clusters Score -2.108062e+07 nChanged 12087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 121565 members 
Entering Unmasked Estep 
Score: -21091524.000000 Penalty: 5957.507324
	Iteration 6F: 3 clusters Score -2.109152e+07 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 129757 members 
Entering Unmasked Estep 
Score: -21100630.000000 Penalty: 5957.507324
	Iteration 7F: 3 clusters Score -2.110063e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 135626 members 
Entering Unmasked Estep 
Score: -21106752.000000 Penalty: 5957.507324
	Iteration 8Q: 3 clusters Score -2.110675e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 139706 members 
Entering Unmasked Estep 
Score: -21109904.000000 Penalty: 5957.507324
	Iteration 9Q: 3 clusters Score -2.11099e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 142814 members 
Entering Unmasked Estep 
Score: -21111874.000000 Penalty: 5957.507324
	Iteration 10Q: 3 clusters Score -2.111187e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 145406 members 
Entering Unmasked Estep 
Score: -21113548.000000 Penalty: 5957.507324
	Iteration 11Q: 3 clusters Score -2.111355e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 147544 members 
Entering Unmasked Estep 
Score: -21114810.000000 Penalty: 5957.507324
	Iteration 12Q: 3 clusters Score -2.111481e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 149325 members 
Entering Unmasked Estep 
Score: -21115916.000000 Penalty: 5957.507324
	Iteration 13Q: 3 clusters Score -2.111592e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 150798 members 
Entering Unmasked Estep 
Score: -21117128.000000 Penalty: 5957.507324
	Iteration 14Q: 3 clusters Score -2.111713e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 151920 members 
Entering Unmasked Estep 
Score: -21118052.000000 Penalty: 5957.507324
	Iteration 15Q: 3 clusters Score -2.111805e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 152784 members 
Entering Unmasked Estep 
Score: -21118430.000000 Penalty: 5957.507324
	Iteration 16Q: 3 clusters Score -2.111843e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 153405 members 
Entering Unmasked Estep 
Score: -21118748.000000 Penalty: 5957.507324
	Iteration 17Q: 3 clusters Score -2.111875e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 153891 members 
Entering Unmasked Estep 
Score: -21118886.000000 Penalty: 5957.507324
	Iteration 18Q: 3 clusters Score -2.111889e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 154239 members 
Entering Unmasked Estep 
Score: -21118960.000000 Penalty: 5957.507324
	Iteration 19Q: 3 clusters Score -2.111896e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 154481 members 
Entering Unmasked Estep 
Score: -21118954.000000 Penalty: 5957.507324
	Iteration 20F: 3 clusters Score -2.111895e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 154683 members 
Entering Unmasked Estep 
Score: -21119022.000000 Penalty: 5957.507324
	Iteration 21Q: 3 clusters Score -2.111902e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 154849 members 
Entering Unmasked Estep 
Score: -21119080.000000 Penalty: 5957.507324
	Iteration 22Q: 3 clusters Score -2.111908e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 154971 members 
Entering Unmasked Estep 
Score: -21119092.000000 Penalty: 5957.507324
	Iteration 23Q: 3 clusters Score -2.111909e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 155067 members 
Entering Unmasked Estep 
Score: -21119140.000000 Penalty: 5957.507324
	Iteration 24Q: 3 clusters Score -2.111914e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 155143 members 
Entering Unmasked Estep 
Score: -21119140.000000 Penalty: 5957.507324
	Iteration 25Q: 3 clusters Score -2.111914e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 155208 members 
Entering Unmasked Estep 
Score: -21119134.000000 Penalty: 5957.507324
	Iteration 26Q: 3 clusters Score -2.111913e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 155264 members 
Entering Unmasked Estep 
Score: -21119102.000000 Penalty: 5957.507324
	Iteration 27Q: 3 clusters Score -2.11191e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 155305 members 
Entering Unmasked Estep 
Score: -21119120.000000 Penalty: 5957.507324
	Iteration 28Q: 3 clusters Score -2.111912e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 155334 members 
Entering Unmasked Estep 
Score: -21119134.000000 Penalty: 5957.507324
	Iteration 29Q: 3 clusters Score -2.111913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 155347 members 
Entering Unmasked Estep 
Score: -21119126.000000 Penalty: 5957.507324
	Iteration 30Q: 3 clusters Score -2.111913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 155362 members 
Entering Unmasked Estep 
Score: -21119134.000000 Penalty: 5957.507324
	Iteration 31Q: 3 clusters Score -2.111913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 155371 members 
Entering Unmasked Estep 
Score: -21119122.000000 Penalty: 5957.507324
	Iteration 32Q: 3 clusters Score -2.111912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 155377 members 
Entering Unmasked Estep 
Score: -21119130.000000 Penalty: 5957.507324
	Iteration 33Q: 3 clusters Score -2.111913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 155383 members 
Entering Unmasked Estep 
Score: -21119134.000000 Penalty: 5957.507324
	Iteration 34Q: 3 clusters Score -2.111913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 155395 members 
Entering Unmasked Estep 
Score: -21119132.000000 Penalty: 5957.507324
	Iteration 35Q: 3 clusters Score -2.111913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 155411 members 
Entering Unmasked Estep 
Score: -21119116.000000 Penalty: 5957.507324
	Iteration 36Q: 3 clusters Score -2.111912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 155423 members 
Entering Unmasked Estep 
Score: -21119112.000000 Penalty: 5957.507324
	Iteration 37Q: 3 clusters Score -2.111911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 155434 members 
Entering Unmasked Estep 
Score: -21119106.000000 Penalty: 5957.507324
	Iteration 38Q: 3 clusters Score -2.111911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 155441 members 
Entering Unmasked Estep 
Score: -21119106.000000 Penalty: 5957.507324
	Iteration 39Q: 3 clusters Score -2.111911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 155446 members 
Entering Unmasked Estep 
Score: -21119092.000000 Penalty: 5957.507324
	Iteration 40F: 3 clusters Score -2.111909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 155450 members 
Entering Unmasked Estep 
Score: -21119080.000000 Penalty: 5957.507324
	Iteration 41Q: 3 clusters Score -2.111908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 155454 members 
Entering Unmasked Estep 
Score: -21119088.000000 Penalty: 5957.507324
	Iteration 42Q: 3 clusters Score -2.111909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 155457 members 
Entering Unmasked Estep 
Score: -21119088.000000 Penalty: 5957.507324
	Iteration 43Q: 3 clusters Score -2.111909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 155457 members 
Entering Unmasked Estep 
Score: -21119088.000000 Penalty: 5957.507324
	Iteration 44F: 3 clusters Score -2.111909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28215 members 
Mstep: Class 3 contains 8875 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 17375 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 7 contains 16040 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 25280 members 
Mstep: Class 10 contains 184307 members 
Mstep: Class 11 contains 12628 members 
Mstep: Class 12 contains 180801 members 
Mstep: Class 13 contains 130772 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 30921 members 
Mstep: Class 16 contains 17466 members 
Mstep: Class 17 contains 155457 members 
Mstep: Class 18 contains 97527 members 
Mstep: Class 19 contains 35574 members 
Mstep: Class 20 contains 90076 members 
Mstep: Class 21 contains 129576 members 
Mstep: Class 22 contains 18515 members 
Entering Unmasked Estep 
Score: -150748304.000000 Penalty: 76432.320312
Splitting cluster 6 changes total score from -150711856.000000 to -150748304.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 8 (3023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Entering Unmasked Estep 
Score: -285527.531250 Penalty: 1987.473145
	Iteration 0F: 2 clusters Score -285527.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -282630.281250 Penalty: 3974.946289
	Iteration 0F: 3 clusters Score -282630.3 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -288024.062500 Penalty: 3974.946289
	Iteration 1F: 3 clusters Score -288024.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -292266.531250 Penalty: 3974.946289
	Iteration 2F: 3 clusters Score -292266.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -294386.625000 Penalty: 3974.946289
	Iteration 3F: 3 clusters Score -294386.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -295443.156250 Penalty: 3974.946289
	Iteration 4Q: 3 clusters Score -295443.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -295634.062500 Penalty: 3974.946289
	Iteration 5Q: 3 clusters Score -295634.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -295889.406250 Penalty: 3974.946289
	Iteration 6Q: 3 clusters Score -295889.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -296360.687500 Penalty: 3974.946289
	Iteration 7Q: 3 clusters Score -296360.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -297075.000000 Penalty: 3974.946289
	Iteration 8Q: 3 clusters Score -297075 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -297691.093750 Penalty: 3974.946289
	Iteration 9Q: 3 clusters Score -297691.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -297963.156250 Penalty: 3974.946289
	Iteration 10Q: 3 clusters Score -297963.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -298144.031250 Penalty: 3974.946289
	Iteration 11Q: 3 clusters Score -298144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -298184.812500 Penalty: 3974.946289
	Iteration 12Q: 3 clusters Score -298184.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -298214.718750 Penalty: 3974.946289
	Iteration 13Q: 3 clusters Score -298214.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -298251.968750 Penalty: 3974.946289
	Iteration 14Q: 3 clusters Score -298252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -298288.562500 Penalty: 3974.946289
	Iteration 15Q: 3 clusters Score -298288.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -298327.562500 Penalty: 3974.946289
	Iteration 16Q: 3 clusters Score -298327.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -298408.000000 Penalty: 3974.946289
	Iteration 17Q: 3 clusters Score -298408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -298460.156250 Penalty: 3974.946289
	Iteration 18Q: 3 clusters Score -298460.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -298518.781250 Penalty: 3974.946289
	Iteration 19Q: 3 clusters Score -298518.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -298596.031250 Penalty: 3974.946289
	Iteration 20F: 3 clusters Score -298596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -298806.687500 Penalty: 3974.946289
	Iteration 21Q: 3 clusters Score -298806.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -299283.687500 Penalty: 3974.946289
	Iteration 22Q: 3 clusters Score -299283.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -299453.062500 Penalty: 3974.946289
	Iteration 23Q: 3 clusters Score -299453.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -299511.062500 Penalty: 3974.946289
	Iteration 24Q: 3 clusters Score -299511.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -299559.500000 Penalty: 3974.946289
	Iteration 25Q: 3 clusters Score -299559.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -299580.625000 Penalty: 3974.946289
	Iteration 26Q: 3 clusters Score -299580.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -299594.125000 Penalty: 3974.946289
	Iteration 27Q: 3 clusters Score -299594.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -299607.125000 Penalty: 3974.946289
	Iteration 28Q: 3 clusters Score -299607.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -299612.875000 Penalty: 3974.946289
	Iteration 29Q: 3 clusters Score -299612.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -299616.281250 Penalty: 3974.946289
	Iteration 30Q: 3 clusters Score -299616.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -299618.656250 Penalty: 3974.946289
	Iteration 31Q: 3 clusters Score -299618.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -299620.781250 Penalty: 3974.946289
	Iteration 32Q: 3 clusters Score -299620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -299625.375000 Penalty: 3974.946289
	Iteration 33Q: 3 clusters Score -299625.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -299633.937500 Penalty: 3974.946289
	Iteration 34Q: 3 clusters Score -299633.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -299639.937500 Penalty: 3974.946289
	Iteration 35Q: 3 clusters Score -299639.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -299647.562500 Penalty: 3974.946289
	Iteration 36Q: 3 clusters Score -299647.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -299657.218750 Penalty: 3974.946289
	Iteration 37Q: 3 clusters Score -299657.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -299679.531250 Penalty: 3974.946289
	Iteration 38Q: 3 clusters Score -299679.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -299699.531250 Penalty: 3974.946289
	Iteration 39Q: 3 clusters Score -299699.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -299760.031250 Penalty: 3974.946289
	Iteration 40F: 3 clusters Score -299760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -299918.718750 Penalty: 3974.946289
	Iteration 41Q: 3 clusters Score -299918.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -300182.875000 Penalty: 3974.946289
	Iteration 42Q: 3 clusters Score -300182.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -300335.593750 Penalty: 3974.946289
	Iteration 43Q: 3 clusters Score -300335.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -300577.375000 Penalty: 3974.946289
	Iteration 44Q: 3 clusters Score -300577.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -300641.968750 Penalty: 3974.946289
	Iteration 45Q: 3 clusters Score -300642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -300646.531250 Penalty: 3974.946289
	Iteration 46Q: 3 clusters Score -300646.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -300648.593750 Penalty: 3974.946289
	Iteration 47Q: 3 clusters Score -300648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -300648.750000 Penalty: 3974.946289
	Iteration 48Q: 3 clusters Score -300648.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -300676.875000 Penalty: 3974.946289
	Iteration 49F: 3 clusters Score -300676.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -300863.750000 Penalty: 3974.946289
	Iteration 50Q: 3 clusters Score -300863.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -301002.906250 Penalty: 3974.946289
	Iteration 51Q: 3 clusters Score -301002.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -301041.937500 Penalty: 3974.946289
	Iteration 52Q: 3 clusters Score -301041.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -301043.125000 Penalty: 3974.946289
	Iteration 53Q: 3 clusters Score -301043.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -301042.531250 Penalty: 3974.946289
	Iteration 54Q: 3 clusters Score -301042.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -301064.593750 Penalty: 3974.946289
	Iteration 55F: 3 clusters Score -301064.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -301111.937500 Penalty: 3974.946289
	Iteration 56Q: 3 clusters Score -301111.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -301183.718750 Penalty: 3974.946289
	Iteration 57Q: 3 clusters Score -301183.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -301184.281250 Penalty: 3974.946289
	Iteration 58Q: 3 clusters Score -301184.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -301201.406250 Penalty: 3974.946289
	Iteration 59F: 3 clusters Score -301201.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -301221.218750 Penalty: 3974.946289
	Iteration 60F: 3 clusters Score -301221.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28215 members 
Mstep: Class 3 contains 8875 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 17375 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 7 contains 16040 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 25280 members 
Mstep: Class 10 contains 184307 members 
Mstep: Class 11 contains 12628 members 
Mstep: Class 12 contains 180801 members 
Mstep: Class 13 contains 130772 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 30921 members 
Mstep: Class 16 contains 17466 members 
Mstep: Class 17 contains 155457 members 
Mstep: Class 18 contains 97527 members 
Mstep: Class 19 contains 35574 members 
Mstep: Class 20 contains 90076 members 
Mstep: Class 21 contains 129576 members 
Mstep: Class 22 contains 18515 members 
Mstep: Class 23 contains 1588 members 
Entering Unmasked Estep 
Score: -150763136.000000 Penalty: 79906.515625
Splitting cluster 8 changes total score from -150711856.000000 to -150763136.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (25280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Entering Unmasked Estep 
Score: -3066566.250000 Penalty: 2514.166748
	Iteration 0F: 2 clusters Score -3066566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3049045.500000 Penalty: 5028.333496
	Iteration 0F: 3 clusters Score -3049046 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3055351.500000 Penalty: 5028.333496
	Iteration 1F: 3 clusters Score -3055352 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3056138.750000 Penalty: 5028.333496
	Iteration 2F: 3 clusters Score -3056139 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3056901.500000 Penalty: 5028.333496
	Iteration 3F: 3 clusters Score -3056902 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3057720.750000 Penalty: 5028.333496
	Iteration 4F: 3 clusters Score -3057721 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3058578.750000 Penalty: 5028.333496
	Iteration 5F: 3 clusters Score -3058579 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3059459.250000 Penalty: 5028.333496
	Iteration 6F: 3 clusters Score -3059459 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3060281.250000 Penalty: 5028.333496
	Iteration 7F: 3 clusters Score -3060281 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3061011.000000 Penalty: 5028.333496
	Iteration 8Q: 3 clusters Score -3061011 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -3061720.250000 Penalty: 5028.333496
	Iteration 9Q: 3 clusters Score -3061720 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3062414.000000 Penalty: 5028.333496
	Iteration 10Q: 3 clusters Score -3062414 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3063136.000000 Penalty: 5028.333496
	Iteration 11Q: 3 clusters Score -3063136 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -3063734.750000 Penalty: 5028.333496
	Iteration 12Q: 3 clusters Score -3063735 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3064119.000000 Penalty: 5028.333496
	Iteration 13Q: 3 clusters Score -3064119 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3064305.750000 Penalty: 5028.333496
	Iteration 14Q: 3 clusters Score -3064306 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3064416.750000 Penalty: 5028.333496
	Iteration 15Q: 3 clusters Score -3064417 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3064512.750000 Penalty: 5028.333496
	Iteration 16Q: 3 clusters Score -3064513 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -3064577.250000 Penalty: 5028.333496
	Iteration 17Q: 3 clusters Score -3064577 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3064616.500000 Penalty: 5028.333496
	Iteration 18Q: 3 clusters Score -3064616 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3064663.750000 Penalty: 5028.333496
	Iteration 19Q: 3 clusters Score -3064664 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -3064704.500000 Penalty: 5028.333496
	Iteration 20F: 3 clusters Score -3064704 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3064740.250000 Penalty: 5028.333496
	Iteration 21Q: 3 clusters Score -3064740 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3064757.250000 Penalty: 5028.333496
	Iteration 22Q: 3 clusters Score -3064757 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3064787.000000 Penalty: 5028.333496
	Iteration 23Q: 3 clusters Score -3064787 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3064805.750000 Penalty: 5028.333496
	Iteration 24Q: 3 clusters Score -3064806 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3064864.000000 Penalty: 5028.333496
	Iteration 25Q: 3 clusters Score -3064864 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3064889.250000 Penalty: 5028.333496
	Iteration 26Q: 3 clusters Score -3064889 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3064938.000000 Penalty: 5028.333496
	Iteration 27Q: 3 clusters Score -3064938 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3064971.750000 Penalty: 5028.333496
	Iteration 28Q: 3 clusters Score -3064972 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -3065032.500000 Penalty: 5028.333496
	Iteration 29Q: 3 clusters Score -3065032 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3065091.750000 Penalty: 5028.333496
	Iteration 30Q: 3 clusters Score -3065092 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3065153.000000 Penalty: 5028.333496
	Iteration 31Q: 3 clusters Score -3065153 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -3065243.750000 Penalty: 5028.333496
	Iteration 32Q: 3 clusters Score -3065244 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3065308.250000 Penalty: 5028.333496
	Iteration 33Q: 3 clusters Score -3065308 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3065389.500000 Penalty: 5028.333496
	Iteration 34Q: 3 clusters Score -3065390 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3065458.250000 Penalty: 5028.333496
	Iteration 35Q: 3 clusters Score -3065458 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -3065529.500000 Penalty: 5028.333496
	Iteration 36Q: 3 clusters Score -3065530 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -3065562.000000 Penalty: 5028.333496
	Iteration 37Q: 3 clusters Score -3065562 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -3065633.000000 Penalty: 5028.333496
	Iteration 38Q: 3 clusters Score -3065633 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -3065672.250000 Penalty: 5028.333496
	Iteration 39Q: 3 clusters Score -3065672 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3065726.500000 Penalty: 5028.333496
	Iteration 40F: 3 clusters Score -3065726 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -3065765.000000 Penalty: 5028.333496
	Iteration 41Q: 3 clusters Score -3065765 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -3065794.000000 Penalty: 5028.333496
	Iteration 42Q: 3 clusters Score -3065794 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -3065806.750000 Penalty: 5028.333496
	Iteration 43Q: 3 clusters Score -3065807 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -3065840.000000 Penalty: 5028.333496
	Iteration 44Q: 3 clusters Score -3065840 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3065875.750000 Penalty: 5028.333496
	Iteration 45Q: 3 clusters Score -3065876 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -3065901.250000 Penalty: 5028.333496
	Iteration 46Q: 3 clusters Score -3065901 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3065917.500000 Penalty: 5028.333496
	Iteration 47Q: 3 clusters Score -3065918 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -3065934.750000 Penalty: 5028.333496
	Iteration 48Q: 3 clusters Score -3065935 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -3065964.500000 Penalty: 5028.333496
	Iteration 49Q: 3 clusters Score -3065964 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -3066002.750000 Penalty: 5028.333496
	Iteration 50Q: 3 clusters Score -3066003 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3066025.000000 Penalty: 5028.333496
	Iteration 51Q: 3 clusters Score -3066025 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -3066044.750000 Penalty: 5028.333496
	Iteration 52Q: 3 clusters Score -3066045 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -3066079.750000 Penalty: 5028.333496
	Iteration 53Q: 3 clusters Score -3066080 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3066090.750000 Penalty: 5028.333496
	Iteration 54Q: 3 clusters Score -3066091 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3066128.000000 Penalty: 5028.333496
	Iteration 55Q: 3 clusters Score -3066128 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3066163.500000 Penalty: 5028.333496
	Iteration 56Q: 3 clusters Score -3066164 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -3066206.500000 Penalty: 5028.333496
	Iteration 57Q: 3 clusters Score -3066206 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -3066221.500000 Penalty: 5028.333496
	Iteration 58Q: 3 clusters Score -3066222 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3066238.000000 Penalty: 5028.333496
	Iteration 59Q: 3 clusters Score -3066238 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3066260.750000 Penalty: 5028.333496
	Iteration 60F: 3 clusters Score -3066261 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3066272.000000 Penalty: 5028.333496
	Iteration 61Q: 3 clusters Score -3066272 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -3066292.750000 Penalty: 5028.333496
	Iteration 62Q: 3 clusters Score -3066293 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -3066303.750000 Penalty: 5028.333496
	Iteration 63Q: 3 clusters Score -3066304 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -3066330.750000 Penalty: 5028.333496
	Iteration 64Q: 3 clusters Score -3066331 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3066358.500000 Penalty: 5028.333496
	Iteration 65Q: 3 clusters Score -3066358 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -3066391.750000 Penalty: 5028.333496
	Iteration 66Q: 3 clusters Score -3066392 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3066422.250000 Penalty: 5028.333496
	Iteration 67Q: 3 clusters Score -3066422 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3066449.750000 Penalty: 5028.333496
	Iteration 68Q: 3 clusters Score -3066450 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -3066486.750000 Penalty: 5028.333496
	Iteration 69Q: 3 clusters Score -3066487 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -3066537.250000 Penalty: 5028.333496
	Iteration 70Q: 3 clusters Score -3066537 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -3066572.750000 Penalty: 5028.333496
	Iteration 71Q: 3 clusters Score -3066573 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -3066616.250000 Penalty: 5028.333496
	Iteration 72Q: 3 clusters Score -3066616 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -3066662.500000 Penalty: 5028.333496
	Iteration 73Q: 3 clusters Score -3066662 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -3066709.250000 Penalty: 5028.333496
	Iteration 74Q: 3 clusters Score -3066709 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -3066756.250000 Penalty: 5028.333496
	Iteration 75Q: 3 clusters Score -3066756 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -3066773.250000 Penalty: 5028.333496
	Iteration 76Q: 3 clusters Score -3066773 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -3066801.000000 Penalty: 5028.333496
	Iteration 77Q: 3 clusters Score -3066801 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -3066839.750000 Penalty: 5028.333496
	Iteration 78Q: 3 clusters Score -3066840 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -3066850.000000 Penalty: 5028.333496
	Iteration 79Q: 3 clusters Score -3066850 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3066870.500000 Penalty: 5028.333496
	Iteration 80F: 3 clusters Score -3066870 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3066889.500000 Penalty: 5028.333496
	Iteration 81Q: 3 clusters Score -3066890 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -3066903.250000 Penalty: 5028.333496
	Iteration 82Q: 3 clusters Score -3066903 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3066925.500000 Penalty: 5028.333496
	Iteration 83Q: 3 clusters Score -3066926 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -3066952.750000 Penalty: 5028.333496
	Iteration 84Q: 3 clusters Score -3066953 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3066965.500000 Penalty: 5028.333496
	Iteration 85Q: 3 clusters Score -3066966 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -3066976.750000 Penalty: 5028.333496
	Iteration 86Q: 3 clusters Score -3066977 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -3066972.000000 Penalty: 5028.333496
	Iteration 87Q: 3 clusters Score -3066972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -3066972.500000 Penalty: 5028.333496
	Iteration 88Q: 3 clusters Score -3066972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -3066976.000000 Penalty: 5028.333496
	Iteration 89Q: 3 clusters Score -3066976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -3066980.500000 Penalty: 5028.333496
	Iteration 90Q: 3 clusters Score -3066980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -3066987.250000 Penalty: 5028.333496
	Iteration 91Q: 3 clusters Score -3066987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3066984.250000 Penalty: 5028.333496
	Iteration 92Q: 3 clusters Score -3066984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -3066985.750000 Penalty: 5028.333496
	Iteration 93Q: 3 clusters Score -3066986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -3066986.250000 Penalty: 5028.333496
	Iteration 94Q: 3 clusters Score -3066986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -3066990.750000 Penalty: 5028.333496
	Iteration 95Q: 3 clusters Score -3066991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -3066994.250000 Penalty: 5028.333496
	Iteration 96Q: 3 clusters Score -3066994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -3067000.000000 Penalty: 5028.333496
	Iteration 97Q: 3 clusters Score -3067000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3066999.750000 Penalty: 5028.333496
	Iteration 98Q: 3 clusters Score -3067000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -3067000.750000 Penalty: 5028.333496
	Iteration 99Q: 3 clusters Score -3067001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -3067007.500000 Penalty: 5028.333496
	Iteration 100F: 3 clusters Score -3067008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3067003.500000 Penalty: 5028.333496
	Iteration 101Q: 3 clusters Score -3067004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -3067012.000000 Penalty: 5028.333496
	Iteration 102Q: 3 clusters Score -3067012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -3067014.250000 Penalty: 5028.333496
	Iteration 103Q: 3 clusters Score -3067014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -3067013.500000 Penalty: 5028.333496
	Iteration 104Q: 3 clusters Score -3067014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -3067017.750000 Penalty: 5028.333496
	Iteration 105Q: 3 clusters Score -3067018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -3067014.000000 Penalty: 5028.333496
	Iteration 106Q: 3 clusters Score -3067014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -3067016.750000 Penalty: 5028.333496
	Iteration 107Q: 3 clusters Score -3067017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -3067017.500000 Penalty: 5028.333496
	Iteration 108Q: 3 clusters Score -3067018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -3067012.000000 Penalty: 5028.333496
	Iteration 109Q: 3 clusters Score -3067012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3067014.250000 Penalty: 5028.333496
	Iteration 110Q: 3 clusters Score -3067014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3067011.750000 Penalty: 5028.333496
	Iteration 111Q: 3 clusters Score -3067012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3067013.250000 Penalty: 5028.333496
	Iteration 112Q: 3 clusters Score -3067013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3067015.750000 Penalty: 5028.333496
	Iteration 113Q: 3 clusters Score -3067016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -3067021.500000 Penalty: 5028.333496
	Iteration 114Q: 3 clusters Score -3067022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3067021.250000 Penalty: 5028.333496
	Iteration 115Q: 3 clusters Score -3067021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -3067017.750000 Penalty: 5028.333496
	Iteration 116Q: 3 clusters Score -3067018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -3067020.500000 Penalty: 5028.333496
	Iteration 117Q: 3 clusters Score -3067020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3067021.500000 Penalty: 5028.333496
	Iteration 118Q: 3 clusters Score -3067022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3067019.750000 Penalty: 5028.333496
	Iteration 119Q: 3 clusters Score -3067020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -3067021.000000 Penalty: 5028.333496
	Iteration 120F: 3 clusters Score -3067021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3067020.000000 Penalty: 5028.333496
	Iteration 121Q: 3 clusters Score -3067020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -3067024.250000 Penalty: 5028.333496
	Iteration 122Q: 3 clusters Score -3067024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -3067019.750000 Penalty: 5028.333496
	Iteration 123Q: 3 clusters Score -3067020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3067018.500000 Penalty: 5028.333496
	Iteration 124Q: 3 clusters Score -3067018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -3067024.750000 Penalty: 5028.333496
	Iteration 125Q: 3 clusters Score -3067025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3067022.750000 Penalty: 5028.333496
	Iteration 126Q: 3 clusters Score -3067023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3067020.250000 Penalty: 5028.333496
	Iteration 127Q: 3 clusters Score -3067020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -3067024.500000 Penalty: 5028.333496
	Iteration 128Q: 3 clusters Score -3067024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3067025.750000 Penalty: 5028.333496
	Iteration 129Q: 3 clusters Score -3067026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -3067024.250000 Penalty: 5028.333496
	Iteration 130Q: 3 clusters Score -3067024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -3067025.750000 Penalty: 5028.333496
	Iteration 131Q: 3 clusters Score -3067026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -3067033.500000 Penalty: 5028.333496
	Iteration 132Q: 3 clusters Score -3067034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -3067030.500000 Penalty: 5028.333496
	Iteration 133Q: 3 clusters Score -3067030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -3067030.750000 Penalty: 5028.333496
	Iteration 134Q: 3 clusters Score -3067031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -3067029.000000 Penalty: 5028.333496
	Iteration 135Q: 3 clusters Score -3067029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -3067029.000000 Penalty: 5028.333496
	Iteration 136F: 3 clusters Score -3067029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28215 members 
Mstep: Class 3 contains 8875 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 17375 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 7 contains 16040 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 20567 members 
Mstep: Class 10 contains 184307 members 
Mstep: Class 11 contains 12628 members 
Mstep: Class 12 contains 180801 members 
Mstep: Class 13 contains 130772 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 30921 members 
Mstep: Class 16 contains 17466 members 
Mstep: Class 17 contains 155457 members 
Mstep: Class 18 contains 97527 members 
Mstep: Class 19 contains 35574 members 
Mstep: Class 20 contains 90076 members 
Mstep: Class 21 contains 129576 members 
Mstep: Class 22 contains 18515 members 
Mstep: Class 23 contains 1588 members 
Mstep: Class 24 contains 4713 members 
Entering Unmasked Estep 
Score: -150762832.000000 Penalty: 83380.710938
Splitting cluster 9 changes total score from -150711856.000000 to -150762832.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (184307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184307 members 
Entering Unmasked Estep 
Score: -23806194.000000 Penalty: 3006.840820
	Iteration 0F: 2 clusters Score -2.380619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92390 members 
Mstep: Class 2 contains 91917 members 
Entering Unmasked Estep 
Score: -23692404.000000 Penalty: 6013.681641
	Iteration 0F: 3 clusters Score -2.36924e+07 nChanged 88507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95545 members 
Mstep: Class 2 contains 88762 members 
Entering Unmasked Estep 
Score: -23744428.000000 Penalty: 6013.681641
	Iteration 1F: 3 clusters Score -2.374443e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97974 members 
Mstep: Class 2 contains 86333 members 
Entering Unmasked Estep 
Score: -23745572.000000 Penalty: 6013.681641
	Iteration 2Q: 3 clusters Score -2.374557e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101866 members 
Mstep: Class 2 contains 82441 members 
Entering Unmasked Estep 
Score: -23747340.000000 Penalty: 6013.681641
	Iteration 3Q: 3 clusters Score -2.374734e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107644 members 
Mstep: Class 2 contains 76663 members 
Entering Unmasked Estep 
Score: -23750212.000000 Penalty: 6013.681641
	Iteration 4Q: 3 clusters Score -2.375021e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116181 members 
Mstep: Class 2 contains 68126 members 
Entering Unmasked Estep 
Score: -23755112.000000 Penalty: 6013.681641
	Iteration 5F: 3 clusters Score -2.375511e+07 nChanged 12901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127876 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -23763838.000000 Penalty: 6013.681641
	Iteration 6F: 3 clusters Score -2.376384e+07 nChanged 15288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141824 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -23775780.000000 Penalty: 6013.681641
	Iteration 7F: 3 clusters Score -2.377578e+07 nChanged 14351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154729 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -23788604.000000 Penalty: 6013.681641
	Iteration 8F: 3 clusters Score -2.37886e+07 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163980 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -23797664.000000 Penalty: 6013.681641
	Iteration 9F: 3 clusters Score -2.379766e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169358 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -23803100.000000 Penalty: 6013.681641
	Iteration 10Q: 3 clusters Score -2.38031e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171868 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -23806244.000000 Penalty: 6013.681641
	Iteration 11Q: 3 clusters Score -2.380624e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173077 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -23807852.000000 Penalty: 6013.681641
	Iteration 12Q: 3 clusters Score -2.380785e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173880 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -23809000.000000 Penalty: 6013.681641
	Iteration 13Q: 3 clusters Score -2.3809e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174529 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -23809630.000000 Penalty: 6013.681641
	Iteration 14Q: 3 clusters Score -2.380963e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175003 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -23810038.000000 Penalty: 6013.681641
	Iteration 15Q: 3 clusters Score -2.381004e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175355 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -23810218.000000 Penalty: 6013.681641
	Iteration 16Q: 3 clusters Score -2.381022e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175634 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -23810348.000000 Penalty: 6013.681641
	Iteration 17Q: 3 clusters Score -2.381035e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175841 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -23810410.000000 Penalty: 6013.681641
	Iteration 18Q: 3 clusters Score -2.381041e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176001 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -23810474.000000 Penalty: 6013.681641
	Iteration 19Q: 3 clusters Score -2.381047e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176109 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -23810464.000000 Penalty: 6013.681641
	Iteration 20F: 3 clusters Score -2.381046e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176209 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -23810472.000000 Penalty: 6013.681641
	Iteration 21Q: 3 clusters Score -2.381047e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176284 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -23810474.000000 Penalty: 6013.681641
	Iteration 22Q: 3 clusters Score -2.381047e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176341 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -23810478.000000 Penalty: 6013.681641
	Iteration 23Q: 3 clusters Score -2.381048e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176383 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -23810494.000000 Penalty: 6013.681641
	Iteration 24Q: 3 clusters Score -2.381049e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176420 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -23810504.000000 Penalty: 6013.681641
	Iteration 25Q: 3 clusters Score -2.38105e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176448 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -23810498.000000 Penalty: 6013.681641
	Iteration 26Q: 3 clusters Score -2.38105e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176479 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -23810464.000000 Penalty: 6013.681641
	Iteration 27Q: 3 clusters Score -2.381046e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176499 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -23810474.000000 Penalty: 6013.681641
	Iteration 28Q: 3 clusters Score -2.381047e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176507 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -23810472.000000 Penalty: 6013.681641
	Iteration 29Q: 3 clusters Score -2.381047e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176512 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -23810478.000000 Penalty: 6013.681641
	Iteration 30Q: 3 clusters Score -2.381048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176514 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -23810494.000000 Penalty: 6013.681641
	Iteration 31Q: 3 clusters Score -2.381049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176508 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -23810514.000000 Penalty: 6013.681641
	Iteration 32Q: 3 clusters Score -2.381051e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176508 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -23810520.000000 Penalty: 6013.681641
	Iteration 33Q: 3 clusters Score -2.381052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176509 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -23810532.000000 Penalty: 6013.681641
	Iteration 34Q: 3 clusters Score -2.381053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176509 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -23810526.000000 Penalty: 6013.681641
	Iteration 35Q: 3 clusters Score -2.381053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176508 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -23810526.000000 Penalty: 6013.681641
	Iteration 36Q: 3 clusters Score -2.381053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176508 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -23810526.000000 Penalty: 6013.681641
	Iteration 37F: 3 clusters Score -2.381053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28215 members 
Mstep: Class 3 contains 8875 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 17375 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 7 contains 16040 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 20567 members 
Mstep: Class 10 contains 176508 members 
Mstep: Class 11 contains 12628 members 
Mstep: Class 12 contains 180801 members 
Mstep: Class 13 contains 130772 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 30921 members 
Mstep: Class 16 contains 17466 members 
Mstep: Class 17 contains 155457 members 
Mstep: Class 18 contains 97527 members 
Mstep: Class 19 contains 35574 members 
Mstep: Class 20 contains 90076 members 
Mstep: Class 21 contains 129576 members 
Mstep: Class 22 contains 18515 members 
Mstep: Class 23 contains 1588 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 7799 members 
Entering Unmasked Estep 
Score: -150766224.000000 Penalty: 86854.906250
Splitting cluster 10 changes total score from -150711856.000000 to -150766224.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (180801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180801 members 
Entering Unmasked Estep 
Score: -23119546.000000 Penalty: 3002.077637
	Iteration 0F: 2 clusters Score -2.311955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90923 members 
Mstep: Class 2 contains 89878 members 
Entering Unmasked Estep 
Score: -22999156.000000 Penalty: 6004.155273
	Iteration 0F: 3 clusters Score -2.299916e+07 nChanged 86743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99896 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -23050336.000000 Penalty: 6004.155273
	Iteration 1F: 3 clusters Score -2.305034e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105855 members 
Mstep: Class 2 contains 74946 members 
Entering Unmasked Estep 
Score: -23053992.000000 Penalty: 6004.155273
	Iteration 2Q: 3 clusters Score -2.305399e+07 nChanged 11410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114877 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -23061054.000000 Penalty: 6004.155273
	Iteration 3F: 3 clusters Score -2.306105e+07 nChanged 15249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127104 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -23074002.000000 Penalty: 6004.155273
	Iteration 4F: 3 clusters Score -2.3074e+07 nChanged 17313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140965 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -23091988.000000 Penalty: 6004.155273
	Iteration 5F: 3 clusters Score -2.309199e+07 nChanged 13915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151408 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -23105788.000000 Penalty: 6004.155273
	Iteration 6F: 3 clusters Score -2.310579e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156759 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -23112866.000000 Penalty: 6004.155273
	Iteration 7Q: 3 clusters Score -2.311287e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159290 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -23116064.000000 Penalty: 6004.155273
	Iteration 8Q: 3 clusters Score -2.311606e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160608 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -23117960.000000 Penalty: 6004.155273
	Iteration 9Q: 3 clusters Score -2.311796e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161453 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -23118678.000000 Penalty: 6004.155273
	Iteration 10Q: 3 clusters Score -2.311868e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162092 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -23119024.000000 Penalty: 6004.155273
	Iteration 11Q: 3 clusters Score -2.311902e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162649 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -23119128.000000 Penalty: 6004.155273
	Iteration 12Q: 3 clusters Score -2.311913e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163132 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -23119338.000000 Penalty: 6004.155273
	Iteration 13Q: 3 clusters Score -2.311934e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163600 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -23119532.000000 Penalty: 6004.155273
	Iteration 14Q: 3 clusters Score -2.311953e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164003 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -23119614.000000 Penalty: 6004.155273
	Iteration 15Q: 3 clusters Score -2.311961e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164364 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -23119676.000000 Penalty: 6004.155273
	Iteration 16Q: 3 clusters Score -2.311968e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164719 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -23119736.000000 Penalty: 6004.155273
	Iteration 17Q: 3 clusters Score -2.311974e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165033 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -23119798.000000 Penalty: 6004.155273
	Iteration 18Q: 3 clusters Score -2.31198e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165299 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -23119860.000000 Penalty: 6004.155273
	Iteration 19Q: 3 clusters Score -2.311986e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165527 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -23119890.000000 Penalty: 6004.155273
	Iteration 20F: 3 clusters Score -2.311989e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165755 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -23119916.000000 Penalty: 6004.155273
	Iteration 21Q: 3 clusters Score -2.311992e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165961 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -23119910.000000 Penalty: 6004.155273
	Iteration 22Q: 3 clusters Score -2.311991e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166155 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -23119932.000000 Penalty: 6004.155273
	Iteration 23Q: 3 clusters Score -2.311993e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166321 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -23119908.000000 Penalty: 6004.155273
	Iteration 24Q: 3 clusters Score -2.311991e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166478 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -23119918.000000 Penalty: 6004.155273
	Iteration 25Q: 3 clusters Score -2.311992e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166616 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -23119950.000000 Penalty: 6004.155273
	Iteration 26Q: 3 clusters Score -2.311995e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166721 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -23119936.000000 Penalty: 6004.155273
	Iteration 27Q: 3 clusters Score -2.311994e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166830 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -23119962.000000 Penalty: 6004.155273
	Iteration 28Q: 3 clusters Score -2.311996e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166920 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -23119984.000000 Penalty: 6004.155273
	Iteration 29Q: 3 clusters Score -2.311998e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166993 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -23119958.000000 Penalty: 6004.155273
	Iteration 30Q: 3 clusters Score -2.311996e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167060 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -23119984.000000 Penalty: 6004.155273
	Iteration 31Q: 3 clusters Score -2.311998e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167120 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -23119964.000000 Penalty: 6004.155273
	Iteration 32Q: 3 clusters Score -2.311996e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167181 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -23119984.000000 Penalty: 6004.155273
	Iteration 33Q: 3 clusters Score -2.311998e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167247 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -23119976.000000 Penalty: 6004.155273
	Iteration 34Q: 3 clusters Score -2.311998e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167301 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -23119974.000000 Penalty: 6004.155273
	Iteration 35Q: 3 clusters Score -2.311997e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167357 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -23119960.000000 Penalty: 6004.155273
	Iteration 36Q: 3 clusters Score -2.311996e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167408 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -23119988.000000 Penalty: 6004.155273
	Iteration 37Q: 3 clusters Score -2.311999e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167446 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -23119980.000000 Penalty: 6004.155273
	Iteration 38Q: 3 clusters Score -2.311998e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167479 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -23119936.000000 Penalty: 6004.155273
	Iteration 39Q: 3 clusters Score -2.311994e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167511 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -23119924.000000 Penalty: 6004.155273
	Iteration 40F: 3 clusters Score -2.311992e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167539 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -23119978.000000 Penalty: 6004.155273
	Iteration 41Q: 3 clusters Score -2.311998e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167564 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -23119960.000000 Penalty: 6004.155273
	Iteration 42Q: 3 clusters Score -2.311996e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167581 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -23119958.000000 Penalty: 6004.155273
	Iteration 43Q: 3 clusters Score -2.311996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167595 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -23119966.000000 Penalty: 6004.155273
	Iteration 44Q: 3 clusters Score -2.311997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167613 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -23119972.000000 Penalty: 6004.155273
	Iteration 45Q: 3 clusters Score -2.311997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167626 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -23119964.000000 Penalty: 6004.155273
	Iteration 46Q: 3 clusters Score -2.311996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167639 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -23119956.000000 Penalty: 6004.155273
	Iteration 47Q: 3 clusters Score -2.311996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167647 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -23119966.000000 Penalty: 6004.155273
	Iteration 48Q: 3 clusters Score -2.311997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167653 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -23119966.000000 Penalty: 6004.155273
	Iteration 49Q: 3 clusters Score -2.311997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167662 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -23119956.000000 Penalty: 6004.155273
	Iteration 50Q: 3 clusters Score -2.311996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167674 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -23119968.000000 Penalty: 6004.155273
	Iteration 51Q: 3 clusters Score -2.311997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167685 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -23119964.000000 Penalty: 6004.155273
	Iteration 52Q: 3 clusters Score -2.311996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167707 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -23119976.000000 Penalty: 6004.155273
	Iteration 53Q: 3 clusters Score -2.311998e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167726 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -23119982.000000 Penalty: 6004.155273
	Iteration 54Q: 3 clusters Score -2.311998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167736 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -23119994.000000 Penalty: 6004.155273
	Iteration 55Q: 3 clusters Score -2.311999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167746 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -23119972.000000 Penalty: 6004.155273
	Iteration 56Q: 3 clusters Score -2.311997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167757 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -23119976.000000 Penalty: 6004.155273
	Iteration 57Q: 3 clusters Score -2.311998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167764 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -23119962.000000 Penalty: 6004.155273
	Iteration 58Q: 3 clusters Score -2.311996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167774 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -23119992.000000 Penalty: 6004.155273
	Iteration 59Q: 3 clusters Score -2.311999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167785 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -23119990.000000 Penalty: 6004.155273
	Iteration 60F: 3 clusters Score -2.311999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167793 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -23120000.000000 Penalty: 6004.155273
	Iteration 61Q: 3 clusters Score -2.312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167799 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -23120002.000000 Penalty: 6004.155273
	Iteration 62Q: 3 clusters Score -2.312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167813 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -23119998.000000 Penalty: 6004.155273
	Iteration 63Q: 3 clusters Score -2.312e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167832 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -23119974.000000 Penalty: 6004.155273
	Iteration 64Q: 3 clusters Score -2.311997e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167860 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -23119994.000000 Penalty: 6004.155273
	Iteration 65Q: 3 clusters Score -2.311999e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167888 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -23120002.000000 Penalty: 6004.155273
	Iteration 66Q: 3 clusters Score -2.312e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167905 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -23120004.000000 Penalty: 6004.155273
	Iteration 67Q: 3 clusters Score -2.312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167919 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -23120006.000000 Penalty: 6004.155273
	Iteration 68Q: 3 clusters Score -2.312001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167931 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -23119992.000000 Penalty: 6004.155273
	Iteration 69Q: 3 clusters Score -2.311999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167937 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -23119998.000000 Penalty: 6004.155273
	Iteration 70Q: 3 clusters Score -2.312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167942 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -23120008.000000 Penalty: 6004.155273
	Iteration 71Q: 3 clusters Score -2.312001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167948 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -23119992.000000 Penalty: 6004.155273
	Iteration 72Q: 3 clusters Score -2.311999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167958 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -23120020.000000 Penalty: 6004.155273
	Iteration 73Q: 3 clusters Score -2.312002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167974 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -23120036.000000 Penalty: 6004.155273
	Iteration 74Q: 3 clusters Score -2.312004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167986 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -23120034.000000 Penalty: 6004.155273
	Iteration 75Q: 3 clusters Score -2.312003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167995 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -23120034.000000 Penalty: 6004.155273
	Iteration 76Q: 3 clusters Score -2.312003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168003 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -23120050.000000 Penalty: 6004.155273
	Iteration 77Q: 3 clusters Score -2.312005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168011 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -23120032.000000 Penalty: 6004.155273
	Iteration 78Q: 3 clusters Score -2.312003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168013 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -23120026.000000 Penalty: 6004.155273
	Iteration 79Q: 3 clusters Score -2.312003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168014 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -23120032.000000 Penalty: 6004.155273
	Iteration 80F: 3 clusters Score -2.312003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168015 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -23120020.000000 Penalty: 6004.155273
	Iteration 81Q: 3 clusters Score -2.312002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168017 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -23120036.000000 Penalty: 6004.155273
	Iteration 82Q: 3 clusters Score -2.312004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168016 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -23120032.000000 Penalty: 6004.155273
	Iteration 83Q: 3 clusters Score -2.312003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168016 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -23120032.000000 Penalty: 6004.155273
	Iteration 84F: 3 clusters Score -2.312003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28215 members 
Mstep: Class 3 contains 8875 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 17375 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 7 contains 16040 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 20567 members 
Mstep: Class 10 contains 176508 members 
Mstep: Class 11 contains 12628 members 
Mstep: Class 12 contains 168016 members 
Mstep: Class 13 contains 130772 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 30921 members 
Mstep: Class 16 contains 17466 members 
Mstep: Class 17 contains 155457 members 
Mstep: Class 18 contains 97527 members 
Mstep: Class 19 contains 35574 members 
Mstep: Class 20 contains 90076 members 
Mstep: Class 21 contains 129576 members 
Mstep: Class 22 contains 18515 members 
Mstep: Class 23 contains 1588 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 7799 members 
Mstep: Class 26 contains 12785 members 
Entering Unmasked Estep 
Score: -150765776.000000 Penalty: 90329.101562
Splitting cluster 12 changes total score from -150711856.000000 to -150765776.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (130772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130772 members 
Entering Unmasked Estep 
Score: -16686755.000000 Penalty: 2921.740234
	Iteration 0F: 2 clusters Score -1.668676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65563 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -16599846.000000 Penalty: 5843.480469
	Iteration 0F: 3 clusters Score -1.659985e+07 nChanged 62387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66114 members 
Mstep: Class 2 contains 64658 members 
Entering Unmasked Estep 
Score: -16636793.000000 Penalty: 5843.480469
	Iteration 1F: 3 clusters Score -1.663679e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -16638568.000000 Penalty: 5843.480469
	Iteration 2Q: 3 clusters Score -1.663857e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -16640945.000000 Penalty: 5843.480469
	Iteration 3Q: 3 clusters Score -1.664094e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -16644347.000000 Penalty: 5843.480469
	Iteration 4F: 3 clusters Score -1.664435e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -16649756.000000 Penalty: 5843.480469
	Iteration 5F: 3 clusters Score -1.664976e+07 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72373 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -16657549.000000 Penalty: 5843.480469
	Iteration 6F: 3 clusters Score -1.665755e+07 nChanged 10754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75249 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -16669154.000000 Penalty: 5843.480469
	Iteration 7F: 3 clusters Score -1.666915e+07 nChanged 11325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78052 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -16684647.000000 Penalty: 5843.480469
	Iteration 8F: 3 clusters Score -1.668465e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -16697983.000000 Penalty: 5843.480469
	Iteration 9F: 3 clusters Score -1.669798e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80916 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -16703386.000000 Penalty: 5843.480469
	Iteration 10Q: 3 clusters Score -1.670339e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81517 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -16705145.000000 Penalty: 5843.480469
	Iteration 11Q: 3 clusters Score -1.670514e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82132 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -16706266.000000 Penalty: 5843.480469
	Iteration 12Q: 3 clusters Score -1.670627e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82734 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -16706958.000000 Penalty: 5843.480469
	Iteration 13Q: 3 clusters Score -1.670696e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83281 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -16707344.000000 Penalty: 5843.480469
	Iteration 14Q: 3 clusters Score -1.670734e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83745 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -16707558.000000 Penalty: 5843.480469
	Iteration 15Q: 3 clusters Score -1.670756e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -16707622.000000 Penalty: 5843.480469
	Iteration 16Q: 3 clusters Score -1.670762e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -16707713.000000 Penalty: 5843.480469
	Iteration 17Q: 3 clusters Score -1.670771e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84507 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -16707763.000000 Penalty: 5843.480469
	Iteration 18Q: 3 clusters Score -1.670776e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84621 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -16707762.000000 Penalty: 5843.480469
	Iteration 19Q: 3 clusters Score -1.670776e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84724 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -16707766.000000 Penalty: 5843.480469
	Iteration 20F: 3 clusters Score -1.670777e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84793 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -16707782.000000 Penalty: 5843.480469
	Iteration 21Q: 3 clusters Score -1.670778e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84841 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -16707775.000000 Penalty: 5843.480469
	Iteration 22Q: 3 clusters Score -1.670778e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84885 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -16707788.000000 Penalty: 5843.480469
	Iteration 23Q: 3 clusters Score -1.670779e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84921 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -16707794.000000 Penalty: 5843.480469
	Iteration 24Q: 3 clusters Score -1.670779e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84948 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -16707791.000000 Penalty: 5843.480469
	Iteration 25Q: 3 clusters Score -1.670779e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84969 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -16707788.000000 Penalty: 5843.480469
	Iteration 26Q: 3 clusters Score -1.670779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84988 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -16707789.000000 Penalty: 5843.480469
	Iteration 27Q: 3 clusters Score -1.670779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84999 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -16707804.000000 Penalty: 5843.480469
	Iteration 28Q: 3 clusters Score -1.67078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -16707795.000000 Penalty: 5843.480469
	Iteration 29Q: 3 clusters Score -1.67078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85006 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -16707790.000000 Penalty: 5843.480469
	Iteration 30Q: 3 clusters Score -1.670779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85010 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -16707794.000000 Penalty: 5843.480469
	Iteration 31Q: 3 clusters Score -1.670779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85013 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -16707785.000000 Penalty: 5843.480469
	Iteration 32Q: 3 clusters Score -1.670778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85015 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -16707794.000000 Penalty: 5843.480469
	Iteration 33Q: 3 clusters Score -1.670779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85017 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -16707794.000000 Penalty: 5843.480469
	Iteration 34Q: 3 clusters Score -1.670779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85017 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -16707794.000000 Penalty: 5843.480469
	Iteration 35F: 3 clusters Score -1.670779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28215 members 
Mstep: Class 3 contains 8875 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 17375 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 7 contains 16040 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 20567 members 
Mstep: Class 10 contains 176508 members 
Mstep: Class 11 contains 12628 members 
Mstep: Class 12 contains 168016 members 
Mstep: Class 13 contains 85017 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 30921 members 
Mstep: Class 16 contains 17466 members 
Mstep: Class 17 contains 155457 members 
Mstep: Class 18 contains 97527 members 
Mstep: Class 19 contains 35574 members 
Mstep: Class 20 contains 90076 members 
Mstep: Class 21 contains 129576 members 
Mstep: Class 22 contains 18515 members 
Mstep: Class 23 contains 1588 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 7799 members 
Mstep: Class 26 contains 12785 members 
Mstep: Class 27 contains 45755 members 
Entering Unmasked Estep 
Score: -150783824.000000 Penalty: 93803.296875
Splitting cluster 13 changes total score from -150711856.000000 to -150783824.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (30921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Entering Unmasked Estep 
Score: -3946938.500000 Penalty: 2564.119141
	Iteration 0F: 2 clusters Score -3946938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -3925791.750000 Penalty: 5128.238281
	Iteration 0F: 3 clusters Score -3925792 nChanged 13841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -3934148.500000 Penalty: 5128.238281
	Iteration 1F: 3 clusters Score -3934148 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3937497.750000 Penalty: 5128.238281
	Iteration 2F: 3 clusters Score -3937498 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -3942915.500000 Penalty: 5128.238281
	Iteration 3F: 3 clusters Score -3942916 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -3948277.750000 Penalty: 5128.238281
	Iteration 4F: 3 clusters Score -3948278 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -3952754.250000 Penalty: 5128.238281
	Iteration 5F: 3 clusters Score -3952754 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -3955366.500000 Penalty: 5128.238281
	Iteration 6F: 3 clusters Score -3955366 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3956853.750000 Penalty: 5128.238281
	Iteration 7Q: 3 clusters Score -3956854 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -3957743.000000 Penalty: 5128.238281
	Iteration 8Q: 3 clusters Score -3957743 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -3958580.000000 Penalty: 5128.238281
	Iteration 9Q: 3 clusters Score -3958580 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -3959347.250000 Penalty: 5128.238281
	Iteration 10Q: 3 clusters Score -3959347 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3959769.750000 Penalty: 5128.238281
	Iteration 11Q: 3 clusters Score -3959770 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3959971.250000 Penalty: 5128.238281
	Iteration 12Q: 3 clusters Score -3959971 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3960091.750000 Penalty: 5128.238281
	Iteration 13Q: 3 clusters Score -3960092 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -3960160.000000 Penalty: 5128.238281
	Iteration 14Q: 3 clusters Score -3960160 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3960185.500000 Penalty: 5128.238281
	Iteration 15Q: 3 clusters Score -3960186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -3960193.250000 Penalty: 5128.238281
	Iteration 16Q: 3 clusters Score -3960193 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3960195.000000 Penalty: 5128.238281
	Iteration 17Q: 3 clusters Score -3960195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3960211.750000 Penalty: 5128.238281
	Iteration 18Q: 3 clusters Score -3960212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3960214.000000 Penalty: 5128.238281
	Iteration 19Q: 3 clusters Score -3960214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3960208.500000 Penalty: 5128.238281
	Iteration 20F: 3 clusters Score -3960208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -3960215.500000 Penalty: 5128.238281
	Iteration 21Q: 3 clusters Score -3960216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -3960216.750000 Penalty: 5128.238281
	Iteration 22Q: 3 clusters Score -3960217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3960215.500000 Penalty: 5128.238281
	Iteration 23Q: 3 clusters Score -3960216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3960214.000000 Penalty: 5128.238281
	Iteration 24Q: 3 clusters Score -3960214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3960218.250000 Penalty: 5128.238281
	Iteration 25Q: 3 clusters Score -3960218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3960218.250000 Penalty: 5128.238281
	Iteration 26F: 3 clusters Score -3960218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28215 members 
Mstep: Class 3 contains 8875 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 17375 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 7 contains 16040 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 20567 members 
Mstep: Class 10 contains 176508 members 
Mstep: Class 11 contains 12628 members 
Mstep: Class 12 contains 168016 members 
Mstep: Class 13 contains 85017 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 5556 members 
Mstep: Class 16 contains 17466 members 
Mstep: Class 17 contains 155457 members 
Mstep: Class 18 contains 97527 members 
Mstep: Class 19 contains 35574 members 
Mstep: Class 20 contains 90076 members 
Mstep: Class 21 contains 129576 members 
Mstep: Class 22 contains 18515 members 
Mstep: Class 23 contains 1588 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 7799 members 
Mstep: Class 26 contains 12785 members 
Mstep: Class 27 contains 45755 members 
Mstep: Class 28 contains 25365 members 
Entering Unmasked Estep 
Score: -150794560.000000 Penalty: 97277.492188
Splitting cluster 15 changes total score from -150711856.000000 to -150794560.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (17466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Entering Unmasked Estep 
Score: -1947148.500000 Penalty: 2422.466797
	Iteration 0F: 2 clusters Score -1947148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1934740.875000 Penalty: 4844.933594
	Iteration 0F: 3 clusters Score -1934741 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1940674.875000 Penalty: 4844.933594
	Iteration 1F: 3 clusters Score -1940675 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1944486.000000 Penalty: 4844.933594
	Iteration 2F: 3 clusters Score -1944486 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1948408.625000 Penalty: 4844.933594
	Iteration 3F: 3 clusters Score -1948409 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1950172.500000 Penalty: 4844.933594
	Iteration 4F: 3 clusters Score -1950172 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1950829.000000 Penalty: 4844.933594
	Iteration 5F: 3 clusters Score -1950829 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1951133.000000 Penalty: 4844.933594
	Iteration 6Q: 3 clusters Score -1951133 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1951301.875000 Penalty: 4844.933594
	Iteration 7Q: 3 clusters Score -1951302 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1951404.500000 Penalty: 4844.933594
	Iteration 8Q: 3 clusters Score -1951404 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1951474.625000 Penalty: 4844.933594
	Iteration 9Q: 3 clusters Score -1951475 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1951528.750000 Penalty: 4844.933594
	Iteration 10Q: 3 clusters Score -1951529 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1951585.625000 Penalty: 4844.933594
	Iteration 11Q: 3 clusters Score -1951586 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1951629.500000 Penalty: 4844.933594
	Iteration 12Q: 3 clusters Score -1951630 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1951666.875000 Penalty: 4844.933594
	Iteration 13Q: 3 clusters Score -1951667 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1951700.250000 Penalty: 4844.933594
	Iteration 14Q: 3 clusters Score -1951700 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1951743.125000 Penalty: 4844.933594
	Iteration 15Q: 3 clusters Score -1951743 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1951769.500000 Penalty: 4844.933594
	Iteration 16Q: 3 clusters Score -1951770 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1951789.750000 Penalty: 4844.933594
	Iteration 17Q: 3 clusters Score -1951790 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1951831.375000 Penalty: 4844.933594
	Iteration 18Q: 3 clusters Score -1951831 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1951857.125000 Penalty: 4844.933594
	Iteration 19Q: 3 clusters Score -1951857 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1951892.875000 Penalty: 4844.933594
	Iteration 20F: 3 clusters Score -1951893 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1951908.750000 Penalty: 4844.933594
	Iteration 21Q: 3 clusters Score -1951909 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1951943.875000 Penalty: 4844.933594
	Iteration 22Q: 3 clusters Score -1951944 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1951971.500000 Penalty: 4844.933594
	Iteration 23Q: 3 clusters Score -1951972 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1951999.500000 Penalty: 4844.933594
	Iteration 24Q: 3 clusters Score -1952000 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1952020.875000 Penalty: 4844.933594
	Iteration 25Q: 3 clusters Score -1952021 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1952043.250000 Penalty: 4844.933594
	Iteration 26Q: 3 clusters Score -1952043 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1952077.000000 Penalty: 4844.933594
	Iteration 27Q: 3 clusters Score -1952077 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1952105.875000 Penalty: 4844.933594
	Iteration 28Q: 3 clusters Score -1952106 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1952131.125000 Penalty: 4844.933594
	Iteration 29Q: 3 clusters Score -1952131 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1952158.500000 Penalty: 4844.933594
	Iteration 30Q: 3 clusters Score -1952158 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1952174.375000 Penalty: 4844.933594
	Iteration 31Q: 3 clusters Score -1952174 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1952180.750000 Penalty: 4844.933594
	Iteration 32Q: 3 clusters Score -1952181 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1952186.125000 Penalty: 4844.933594
	Iteration 33Q: 3 clusters Score -1952186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1952201.000000 Penalty: 4844.933594
	Iteration 34Q: 3 clusters Score -1952201 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1952214.875000 Penalty: 4844.933594
	Iteration 35Q: 3 clusters Score -1952215 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1952218.250000 Penalty: 4844.933594
	Iteration 36Q: 3 clusters Score -1952218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1952226.125000 Penalty: 4844.933594
	Iteration 37Q: 3 clusters Score -1952226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1952228.625000 Penalty: 4844.933594
	Iteration 38Q: 3 clusters Score -1952229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1952234.000000 Penalty: 4844.933594
	Iteration 39Q: 3 clusters Score -1952234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1952237.125000 Penalty: 4844.933594
	Iteration 40F: 3 clusters Score -1952237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1952242.875000 Penalty: 4844.933594
	Iteration 41Q: 3 clusters Score -1952243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1952244.625000 Penalty: 4844.933594
	Iteration 42Q: 3 clusters Score -1952245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1952244.875000 Penalty: 4844.933594
	Iteration 43Q: 3 clusters Score -1952245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1952248.250000 Penalty: 4844.933594
	Iteration 44Q: 3 clusters Score -1952248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1952245.375000 Penalty: 4844.933594
	Iteration 45Q: 3 clusters Score -1952245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1952245.625000 Penalty: 4844.933594
	Iteration 46Q: 3 clusters Score -1952246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1952257.625000 Penalty: 4844.933594
	Iteration 47Q: 3 clusters Score -1952258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1952260.875000 Penalty: 4844.933594
	Iteration 48Q: 3 clusters Score -1952261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1952263.375000 Penalty: 4844.933594
	Iteration 49Q: 3 clusters Score -1952263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1952266.375000 Penalty: 4844.933594
	Iteration 50Q: 3 clusters Score -1952266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1952270.500000 Penalty: 4844.933594
	Iteration 51Q: 3 clusters Score -1952270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1952278.625000 Penalty: 4844.933594
	Iteration 52Q: 3 clusters Score -1952279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1952282.500000 Penalty: 4844.933594
	Iteration 53Q: 3 clusters Score -1952282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1952285.250000 Penalty: 4844.933594
	Iteration 54Q: 3 clusters Score -1952285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1952285.875000 Penalty: 4844.933594
	Iteration 55Q: 3 clusters Score -1952286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1952287.500000 Penalty: 4844.933594
	Iteration 56Q: 3 clusters Score -1952288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1952284.375000 Penalty: 4844.933594
	Iteration 57Q: 3 clusters Score -1952284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1952291.375000 Penalty: 4844.933594
	Iteration 58Q: 3 clusters Score -1952291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1952287.750000 Penalty: 4844.933594
	Iteration 59Q: 3 clusters Score -1952288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1952290.750000 Penalty: 4844.933594
	Iteration 60F: 3 clusters Score -1952291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1952293.125000 Penalty: 4844.933594
	Iteration 61Q: 3 clusters Score -1952293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1952294.750000 Penalty: 4844.933594
	Iteration 62Q: 3 clusters Score -1952295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1952293.125000 Penalty: 4844.933594
	Iteration 63Q: 3 clusters Score -1952293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1952294.250000 Penalty: 4844.933594
	Iteration 64Q: 3 clusters Score -1952294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1952297.375000 Penalty: 4844.933594
	Iteration 65Q: 3 clusters Score -1952297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1952294.000000 Penalty: 4844.933594
	Iteration 66Q: 3 clusters Score -1952294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1952292.625000 Penalty: 4844.933594
	Iteration 67Q: 3 clusters Score -1952293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1952295.625000 Penalty: 4844.933594
	Iteration 68Q: 3 clusters Score -1952296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1952291.875000 Penalty: 4844.933594
	Iteration 69Q: 3 clusters Score -1952292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1952292.125000 Penalty: 4844.933594
	Iteration 70Q: 3 clusters Score -1952292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1952294.875000 Penalty: 4844.933594
	Iteration 71Q: 3 clusters Score -1952295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1952294.875000 Penalty: 4844.933594
	Iteration 72F: 3 clusters Score -1952295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28215 members 
Mstep: Class 3 contains 8875 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 17375 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 7 contains 16040 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 20567 members 
Mstep: Class 10 contains 176508 members 
Mstep: Class 11 contains 12628 members 
Mstep: Class 12 contains 168016 members 
Mstep: Class 13 contains 85017 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 5556 members 
Mstep: Class 16 contains 12786 members 
Mstep: Class 17 contains 155457 members 
Mstep: Class 18 contains 97527 members 
Mstep: Class 19 contains 35574 members 
Mstep: Class 20 contains 90076 members 
Mstep: Class 21 contains 129576 members 
Mstep: Class 22 contains 18515 members 
Mstep: Class 23 contains 1588 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 7799 members 
Mstep: Class 26 contains 12785 members 
Mstep: Class 27 contains 45755 members 
Mstep: Class 28 contains 25365 members 
Mstep: Class 29 contains 4680 members 
Entering Unmasked Estep 
Score: -150798176.000000 Penalty: 100751.687500
Splitting cluster 16 changes total score from -150711856.000000 to -150798176.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (97527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97527 members 
Entering Unmasked Estep 
Score: -12653942.000000 Penalty: 2848.995361
	Iteration 0F: 2 clusters Score -1.265394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -12588628.000000 Penalty: 5697.990723
	Iteration 0F: 3 clusters Score -1.258863e+07 nChanged 46134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -12614950.000000 Penalty: 5697.990723
	Iteration 1F: 3 clusters Score -1.261495e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -12615565.000000 Penalty: 5697.990723
	Iteration 2Q: 3 clusters Score -1.261556e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54319 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -12616450.000000 Penalty: 5697.990723
	Iteration 3Q: 3 clusters Score -1.261645e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -12617817.000000 Penalty: 5697.990723
	Iteration 4Q: 3 clusters Score -1.261782e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62326 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -12620455.000000 Penalty: 5697.990723
	Iteration 5F: 3 clusters Score -1.262046e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69169 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -12625424.000000 Penalty: 5697.990723
	Iteration 6F: 3 clusters Score -1.262542e+07 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77725 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -12632994.000000 Penalty: 5697.990723
	Iteration 7F: 3 clusters Score -1.263299e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86019 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -12640992.000000 Penalty: 5697.990723
	Iteration 8F: 3 clusters Score -1.264099e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91947 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -12646843.000000 Penalty: 5697.990723
	Iteration 9F: 3 clusters Score -1.264684e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95090 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -12649863.000000 Penalty: 5697.990723
	Iteration 10Q: 3 clusters Score -1.264986e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96306 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -12650969.000000 Penalty: 5697.990723
	Iteration 11Q: 3 clusters Score -1.265097e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12651355.000000 Penalty: 5697.990723
	Iteration 12Q: 3 clusters Score -1.265136e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96889 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12651487.000000 Penalty: 5697.990723
	Iteration 13Q: 3 clusters Score -1.265149e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96968 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -12651552.000000 Penalty: 5697.990723
	Iteration 14Q: 3 clusters Score -1.265155e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12651599.000000 Penalty: 5697.990723
	Iteration 15Q: 3 clusters Score -1.26516e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97027 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -12651634.000000 Penalty: 5697.990723
	Iteration 16Q: 3 clusters Score -1.265163e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97045 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -12651648.000000 Penalty: 5697.990723
	Iteration 17Q: 3 clusters Score -1.265165e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97056 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12651651.000000 Penalty: 5697.990723
	Iteration 18Q: 3 clusters Score -1.265165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97062 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -12651649.000000 Penalty: 5697.990723
	Iteration 19Q: 3 clusters Score -1.265165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97064 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -12651659.000000 Penalty: 5697.990723
	Iteration 20F: 3 clusters Score -1.265166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97065 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12651666.000000 Penalty: 5697.990723
	Iteration 21Q: 3 clusters Score -1.265167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97065 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12651664.000000 Penalty: 5697.990723
	Iteration 22Q: 3 clusters Score -1.265166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97069 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -12651663.000000 Penalty: 5697.990723
	Iteration 23Q: 3 clusters Score -1.265166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97069 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -12651664.000000 Penalty: 5697.990723
	Iteration 24Q: 3 clusters Score -1.265166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97071 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12651668.000000 Penalty: 5697.990723
	Iteration 25Q: 3 clusters Score -1.265167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97071 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12651677.000000 Penalty: 5697.990723
	Iteration 26Q: 3 clusters Score -1.265168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97073 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12651667.000000 Penalty: 5697.990723
	Iteration 27Q: 3 clusters Score -1.265167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97076 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -12651673.000000 Penalty: 5697.990723
	Iteration 28Q: 3 clusters Score -1.265167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97079 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -12651679.000000 Penalty: 5697.990723
	Iteration 29Q: 3 clusters Score -1.265168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97079 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -12651679.000000 Penalty: 5697.990723
	Iteration 30F: 3 clusters Score -1.265168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Entering Unmasked Estep 
Score: -4411576.500000 Penalty: 2598.883789
	Iteration 0F: 2 clusters Score -4411576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -4387591.000000 Penalty: 5197.767578
	Iteration 0F: 3 clusters Score -4387591 nChanged 16051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -4398485.000000 Penalty: 5197.767578
	Iteration 1F: 3 clusters Score -4398485 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -4401223.000000 Penalty: 5197.767578
	Iteration 2F: 3 clusters Score -4401223 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -4403792.000000 Penalty: 5197.767578
	Iteration 3F: 3 clusters Score -4403792 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4405791.000000 Penalty: 5197.767578
	Iteration 4F: 3 clusters Score -4405791 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -4407244.500000 Penalty: 5197.767578
	Iteration 5F: 3 clusters Score -4407244 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -4408510.000000 Penalty: 5197.767578
	Iteration 6Q: 3 clusters Score -4408510 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -4409794.000000 Penalty: 5197.767578
	Iteration 7Q: 3 clusters Score -4409794 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -4411082.500000 Penalty: 5197.767578
	Iteration 8Q: 3 clusters Score -4411082 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -4412315.000000 Penalty: 5197.767578
	Iteration 9Q: 3 clusters Score -4412315 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -4414021.000000 Penalty: 5197.767578
	Iteration 10Q: 3 clusters Score -4414021 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -4416706.500000 Penalty: 5197.767578
	Iteration 11Q: 3 clusters Score -4416706 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -4418421.500000 Penalty: 5197.767578
	Iteration 12Q: 3 clusters Score -4418422 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -4419297.500000 Penalty: 5197.767578
	Iteration 13Q: 3 clusters Score -4419298 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -4419919.000000 Penalty: 5197.767578
	Iteration 14Q: 3 clusters Score -4419919 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -4420418.500000 Penalty: 5197.767578
	Iteration 15Q: 3 clusters Score -4420418 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -4420691.000000 Penalty: 5197.767578
	Iteration 16Q: 3 clusters Score -4420691 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -4420868.500000 Penalty: 5197.767578
	Iteration 17Q: 3 clusters Score -4420868 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -4420979.500000 Penalty: 5197.767578
	Iteration 18Q: 3 clusters Score -4420980 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -4421038.500000 Penalty: 5197.767578
	Iteration 19Q: 3 clusters Score -4421038 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -4421072.500000 Penalty: 5197.767578
	Iteration 20F: 3 clusters Score -4421072 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -4421121.500000 Penalty: 5197.767578
	Iteration 21Q: 3 clusters Score -4421122 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -4421130.000000 Penalty: 5197.767578
	Iteration 22Q: 3 clusters Score -4421130 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -4421157.500000 Penalty: 5197.767578
	Iteration 23Q: 3 clusters Score -4421158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -4421173.000000 Penalty: 5197.767578
	Iteration 24Q: 3 clusters Score -4421173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -4421177.000000 Penalty: 5197.767578
	Iteration 25Q: 3 clusters Score -4421177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -4421174.000000 Penalty: 5197.767578
	Iteration 26Q: 3 clusters Score -4421174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -4421186.500000 Penalty: 5197.767578
	Iteration 27Q: 3 clusters Score -4421186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -4421184.000000 Penalty: 5197.767578
	Iteration 28Q: 3 clusters Score -4421184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -4421185.500000 Penalty: 5197.767578
	Iteration 29Q: 3 clusters Score -4421186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -4421179.500000 Penalty: 5197.767578
	Iteration 30Q: 3 clusters Score -4421180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -4421188.000000 Penalty: 5197.767578
	Iteration 31Q: 3 clusters Score -4421188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -4421188.500000 Penalty: 5197.767578
	Iteration 32Q: 3 clusters Score -4421188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -4421191.500000 Penalty: 5197.767578
	Iteration 33Q: 3 clusters Score -4421192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -4421190.000000 Penalty: 5197.767578
	Iteration 34Q: 3 clusters Score -4421190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -4421189.000000 Penalty: 5197.767578
	Iteration 35Q: 3 clusters Score -4421189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -4421189.500000 Penalty: 5197.767578
	Iteration 36Q: 3 clusters Score -4421190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -4421186.500000 Penalty: 5197.767578
	Iteration 37Q: 3 clusters Score -4421186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -4421186.500000 Penalty: 5197.767578
	Iteration 38F: 3 clusters Score -4421186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28215 members 
Mstep: Class 3 contains 8875 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 17375 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 7 contains 16040 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 20567 members 
Mstep: Class 10 contains 176508 members 
Mstep: Class 11 contains 12628 members 
Mstep: Class 12 contains 168016 members 
Mstep: Class 13 contains 85017 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 5556 members 
Mstep: Class 16 contains 12786 members 
Mstep: Class 17 contains 155457 members 
Mstep: Class 18 contains 97527 members 
Mstep: Class 19 contains 17114 members 
Mstep: Class 20 contains 90076 members 
Mstep: Class 21 contains 129576 members 
Mstep: Class 22 contains 18515 members 
Mstep: Class 23 contains 1588 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 7799 members 
Mstep: Class 26 contains 12785 members 
Mstep: Class 27 contains 45755 members 
Mstep: Class 28 contains 25365 members 
Mstep: Class 29 contains 4680 members 
Mstep: Class 30 contains 18460 members 
Entering Unmasked Estep 
Score: -150807488.000000 Penalty: 104225.890625
Splitting cluster 19 changes total score from -150711856.000000 to -150807488.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (90076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90076 members 
Entering Unmasked Estep 
Score: -10790731.000000 Penalty: 2829.285400
	Iteration 0F: 2 clusters Score -1.079073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -10730399.000000 Penalty: 5658.570801
	Iteration 0F: 3 clusters Score -1.07304e+07 nChanged 42653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -10755885.000000 Penalty: 5658.570801
	Iteration 1F: 3 clusters Score -1.075588e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -10758449.000000 Penalty: 5658.570801
	Iteration 2F: 3 clusters Score -1.075845e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -10761847.000000 Penalty: 5658.570801
	Iteration 3F: 3 clusters Score -1.076185e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -10765839.000000 Penalty: 5658.570801
	Iteration 4F: 3 clusters Score -1.076584e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -10769713.000000 Penalty: 5658.570801
	Iteration 5F: 3 clusters Score -1.076971e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -10772599.000000 Penalty: 5658.570801
	Iteration 6F: 3 clusters Score -1.07726e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -10774682.000000 Penalty: 5658.570801
	Iteration 7Q: 3 clusters Score -1.077468e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -10776056.000000 Penalty: 5658.570801
	Iteration 8Q: 3 clusters Score -1.077606e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -10777117.000000 Penalty: 5658.570801
	Iteration 9Q: 3 clusters Score -1.077712e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -10777926.000000 Penalty: 5658.570801
	Iteration 10Q: 3 clusters Score -1.077793e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -10778635.000000 Penalty: 5658.570801
	Iteration 11Q: 3 clusters Score -1.077864e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -10779141.000000 Penalty: 5658.570801
	Iteration 12Q: 3 clusters Score -1.077914e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -10779545.000000 Penalty: 5658.570801
	Iteration 13Q: 3 clusters Score -1.077954e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -10779886.000000 Penalty: 5658.570801
	Iteration 14Q: 3 clusters Score -1.077989e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -10780105.000000 Penalty: 5658.570801
	Iteration 15Q: 3 clusters Score -1.07801e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -10780270.000000 Penalty: 5658.570801
	Iteration 16Q: 3 clusters Score -1.078027e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -10780438.000000 Penalty: 5658.570801
	Iteration 17Q: 3 clusters Score -1.078044e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -10780713.000000 Penalty: 5658.570801
	Iteration 18Q: 3 clusters Score -1.078071e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -10780859.000000 Penalty: 5658.570801
	Iteration 19Q: 3 clusters Score -1.078086e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -10780995.000000 Penalty: 5658.570801
	Iteration 20F: 3 clusters Score -1.0781e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -10781145.000000 Penalty: 5658.570801
	Iteration 21Q: 3 clusters Score -1.078114e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56986 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -10781421.000000 Penalty: 5658.570801
	Iteration 22Q: 3 clusters Score -1.078142e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -10781550.000000 Penalty: 5658.570801
	Iteration 23Q: 3 clusters Score -1.078155e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -10781746.000000 Penalty: 5658.570801
	Iteration 24Q: 3 clusters Score -1.078175e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -10781959.000000 Penalty: 5658.570801
	Iteration 25Q: 3 clusters Score -1.078196e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -10782223.000000 Penalty: 5658.570801
	Iteration 26Q: 3 clusters Score -1.078222e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -10782491.000000 Penalty: 5658.570801
	Iteration 27Q: 3 clusters Score -1.078249e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62119 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -10782715.000000 Penalty: 5658.570801
	Iteration 28Q: 3 clusters Score -1.078272e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -10782955.000000 Penalty: 5658.570801
	Iteration 29Q: 3 clusters Score -1.078296e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -10783278.000000 Penalty: 5658.570801
	Iteration 30Q: 3 clusters Score -1.078328e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -10783578.000000 Penalty: 5658.570801
	Iteration 31Q: 3 clusters Score -1.078358e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -10783758.000000 Penalty: 5658.570801
	Iteration 32Q: 3 clusters Score -1.078376e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -10783937.000000 Penalty: 5658.570801
	Iteration 33Q: 3 clusters Score -1.078394e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67441 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -10784147.000000 Penalty: 5658.570801
	Iteration 34Q: 3 clusters Score -1.078415e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68306 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -10784368.000000 Penalty: 5658.570801
	Iteration 35Q: 3 clusters Score -1.078437e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -10784647.000000 Penalty: 5658.570801
	Iteration 36Q: 3 clusters Score -1.078465e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70022 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -10784988.000000 Penalty: 5658.570801
	Iteration 37Q: 3 clusters Score -1.078499e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70899 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -10785302.000000 Penalty: 5658.570801
	Iteration 38Q: 3 clusters Score -1.07853e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -10785553.000000 Penalty: 5658.570801
	Iteration 39Q: 3 clusters Score -1.078555e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72611 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -10785817.000000 Penalty: 5658.570801
	Iteration 40F: 3 clusters Score -1.078582e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73481 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -10786160.000000 Penalty: 5658.570801
	Iteration 41Q: 3 clusters Score -1.078616e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74354 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -10786471.000000 Penalty: 5658.570801
	Iteration 42Q: 3 clusters Score -1.078647e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75243 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -10786820.000000 Penalty: 5658.570801
	Iteration 43Q: 3 clusters Score -1.078682e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -10787131.000000 Penalty: 5658.570801
	Iteration 44Q: 3 clusters Score -1.078713e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77003 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -10787446.000000 Penalty: 5658.570801
	Iteration 45Q: 3 clusters Score -1.078745e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77863 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -10787795.000000 Penalty: 5658.570801
	Iteration 46Q: 3 clusters Score -1.07878e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78713 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -10788135.000000 Penalty: 5658.570801
	Iteration 47Q: 3 clusters Score -1.078814e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -10788428.000000 Penalty: 5658.570801
	Iteration 48Q: 3 clusters Score -1.078843e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -10788654.000000 Penalty: 5658.570801
	Iteration 49Q: 3 clusters Score -1.078865e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80815 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -10788894.000000 Penalty: 5658.570801
	Iteration 50Q: 3 clusters Score -1.078889e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81387 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -10789049.000000 Penalty: 5658.570801
	Iteration 51Q: 3 clusters Score -1.078905e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81894 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -10789185.000000 Penalty: 5658.570801
	Iteration 52Q: 3 clusters Score -1.078918e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82388 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -10789297.000000 Penalty: 5658.570801
	Iteration 53Q: 3 clusters Score -1.07893e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82803 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -10789388.000000 Penalty: 5658.570801
	Iteration 54Q: 3 clusters Score -1.078939e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83174 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -10789511.000000 Penalty: 5658.570801
	Iteration 55Q: 3 clusters Score -1.078951e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83510 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -10789598.000000 Penalty: 5658.570801
	Iteration 56Q: 3 clusters Score -1.07896e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83787 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -10789678.000000 Penalty: 5658.570801
	Iteration 57Q: 3 clusters Score -1.078968e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84024 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -10789767.000000 Penalty: 5658.570801
	Iteration 58Q: 3 clusters Score -1.078977e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84251 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -10789837.000000 Penalty: 5658.570801
	Iteration 59Q: 3 clusters Score -1.078984e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84461 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -10789830.000000 Penalty: 5658.570801
	Iteration 60F: 3 clusters Score -1.078983e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84663 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -10789901.000000 Penalty: 5658.570801
	Iteration 61Q: 3 clusters Score -1.07899e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84832 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -10789941.000000 Penalty: 5658.570801
	Iteration 62Q: 3 clusters Score -1.078994e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84988 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -10789979.000000 Penalty: 5658.570801
	Iteration 63Q: 3 clusters Score -1.078998e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85126 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -10790042.000000 Penalty: 5658.570801
	Iteration 64Q: 3 clusters Score -1.079004e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85237 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -10790072.000000 Penalty: 5658.570801
	Iteration 65Q: 3 clusters Score -1.079007e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85335 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -10790060.000000 Penalty: 5658.570801
	Iteration 66Q: 3 clusters Score -1.079006e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85431 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -10790078.000000 Penalty: 5658.570801
	Iteration 67Q: 3 clusters Score -1.079008e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -10790081.000000 Penalty: 5658.570801
	Iteration 68Q: 3 clusters Score -1.079008e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85578 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -10790082.000000 Penalty: 5658.570801
	Iteration 69Q: 3 clusters Score -1.079008e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85662 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -10790080.000000 Penalty: 5658.570801
	Iteration 70Q: 3 clusters Score -1.079008e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85746 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -10790112.000000 Penalty: 5658.570801
	Iteration 71Q: 3 clusters Score -1.079011e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85815 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -10790107.000000 Penalty: 5658.570801
	Iteration 72Q: 3 clusters Score -1.079011e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -10790135.000000 Penalty: 5658.570801
	Iteration 73Q: 3 clusters Score -1.079014e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -10790134.000000 Penalty: 5658.570801
	Iteration 74Q: 3 clusters Score -1.079013e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85937 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -10790143.000000 Penalty: 5658.570801
	Iteration 75Q: 3 clusters Score -1.079014e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85980 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -10790145.000000 Penalty: 5658.570801
	Iteration 76Q: 3 clusters Score -1.079014e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -10790167.000000 Penalty: 5658.570801
	Iteration 77Q: 3 clusters Score -1.079017e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86060 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -10790172.000000 Penalty: 5658.570801
	Iteration 78Q: 3 clusters Score -1.079017e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -10790187.000000 Penalty: 5658.570801
	Iteration 79Q: 3 clusters Score -1.079019e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86136 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -10790202.000000 Penalty: 5658.570801
	Iteration 80F: 3 clusters Score -1.07902e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86170 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -10790200.000000 Penalty: 5658.570801
	Iteration 81Q: 3 clusters Score -1.07902e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -10790218.000000 Penalty: 5658.570801
	Iteration 82Q: 3 clusters Score -1.079022e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86244 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -10790225.000000 Penalty: 5658.570801
	Iteration 83Q: 3 clusters Score -1.079022e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86290 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -10790215.000000 Penalty: 5658.570801
	Iteration 84Q: 3 clusters Score -1.079022e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86342 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -10790236.000000 Penalty: 5658.570801
	Iteration 85Q: 3 clusters Score -1.079024e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86384 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -10790248.000000 Penalty: 5658.570801
	Iteration 86Q: 3 clusters Score -1.079025e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86428 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -10790258.000000 Penalty: 5658.570801
	Iteration 87Q: 3 clusters Score -1.079026e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86475 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -10790258.000000 Penalty: 5658.570801
	Iteration 88Q: 3 clusters Score -1.079026e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86517 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -10790266.000000 Penalty: 5658.570801
	Iteration 89Q: 3 clusters Score -1.079027e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86553 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -10790289.000000 Penalty: 5658.570801
	Iteration 90Q: 3 clusters Score -1.079029e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86601 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -10790325.000000 Penalty: 5658.570801
	Iteration 91Q: 3 clusters Score -1.079032e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86654 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -10790374.000000 Penalty: 5658.570801
	Iteration 92Q: 3 clusters Score -1.079037e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86725 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -10790391.000000 Penalty: 5658.570801
	Iteration 93Q: 3 clusters Score -1.079039e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -10790448.000000 Penalty: 5658.570801
	Iteration 94Q: 3 clusters Score -1.079045e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86831 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -10790499.000000 Penalty: 5658.570801
	Iteration 95Q: 3 clusters Score -1.07905e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86896 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -10790572.000000 Penalty: 5658.570801
	Iteration 96Q: 3 clusters Score -1.079057e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86962 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -10790608.000000 Penalty: 5658.570801
	Iteration 97Q: 3 clusters Score -1.079061e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87003 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -10790667.000000 Penalty: 5658.570801
	Iteration 98Q: 3 clusters Score -1.079067e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87034 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -10790690.000000 Penalty: 5658.570801
	Iteration 99Q: 3 clusters Score -1.079069e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87060 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -10790698.000000 Penalty: 5658.570801
	Iteration 100F: 3 clusters Score -1.07907e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87085 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -10790716.000000 Penalty: 5658.570801
	Iteration 101Q: 3 clusters Score -1.079072e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87114 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -10790714.000000 Penalty: 5658.570801
	Iteration 102Q: 3 clusters Score -1.079071e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87138 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -10790734.000000 Penalty: 5658.570801
	Iteration 103Q: 3 clusters Score -1.079073e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -10790725.000000 Penalty: 5658.570801
	Iteration 104Q: 3 clusters Score -1.079072e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -10790746.000000 Penalty: 5658.570801
	Iteration 105Q: 3 clusters Score -1.079075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -10790744.000000 Penalty: 5658.570801
	Iteration 106Q: 3 clusters Score -1.079074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87155 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -10790745.000000 Penalty: 5658.570801
	Iteration 107Q: 3 clusters Score -1.079074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87160 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -10790762.000000 Penalty: 5658.570801
	Iteration 108Q: 3 clusters Score -1.079076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87162 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -10790763.000000 Penalty: 5658.570801
	Iteration 109Q: 3 clusters Score -1.079076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87160 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -10790775.000000 Penalty: 5658.570801
	Iteration 110Q: 3 clusters Score -1.079078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87161 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -10790779.000000 Penalty: 5658.570801
	Iteration 111Q: 3 clusters Score -1.079078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87164 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -10790778.000000 Penalty: 5658.570801
	Iteration 112Q: 3 clusters Score -1.079078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87168 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -10790774.000000 Penalty: 5658.570801
	Iteration 113Q: 3 clusters Score -1.079077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87170 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -10790773.000000 Penalty: 5658.570801
	Iteration 114Q: 3 clusters Score -1.079077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -10790787.000000 Penalty: 5658.570801
	Iteration 115Q: 3 clusters Score -1.079079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87170 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -10790799.000000 Penalty: 5658.570801
	Iteration 116Q: 3 clusters Score -1.07908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87170 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -10790797.000000 Penalty: 5658.570801
	Iteration 117Q: 3 clusters Score -1.07908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -10790792.000000 Penalty: 5658.570801
	Iteration 118Q: 3 clusters Score -1.079079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -10790792.000000 Penalty: 5658.570801
	Iteration 119F: 3 clusters Score -1.079079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28215 members 
Mstep: Class 3 contains 8875 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 17375 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 7 contains 16040 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 20567 members 
Mstep: Class 10 contains 176508 members 
Mstep: Class 11 contains 12628 members 
Mstep: Class 12 contains 168016 members 
Mstep: Class 13 contains 85017 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 5556 members 
Mstep: Class 16 contains 12786 members 
Mstep: Class 17 contains 155457 members 
Mstep: Class 18 contains 97527 members 
Mstep: Class 19 contains 17114 members 
Mstep: Class 20 contains 87169 members 
Mstep: Class 21 contains 129576 members 
Mstep: Class 22 contains 18515 members 
Mstep: Class 23 contains 1588 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 7799 members 
Mstep: Class 26 contains 12785 members 
Mstep: Class 27 contains 45755 members 
Mstep: Class 28 contains 25365 members 
Mstep: Class 29 contains 4680 members 
Mstep: Class 30 contains 18460 members 
Mstep: Class 31 contains 2907 members 
Entering Unmasked Estep 
Score: -150807152.000000 Penalty: 107700.085938
Splitting cluster 20 changes total score from -150711856.000000 to -150807152.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (129576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129576 members 
Entering Unmasked Estep 
Score: -16587377.000000 Penalty: 2919.461670
	Iteration 0F: 2 clusters Score -1.658738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -16501657.000000 Penalty: 5838.923340
	Iteration 0F: 3 clusters Score -1.650166e+07 nChanged 61662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66246 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -16537475.000000 Penalty: 5838.923340
	Iteration 1F: 3 clusters Score -1.653748e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -16538852.000000 Penalty: 5838.923340
	Iteration 2Q: 3 clusters Score -1.653885e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 61740 members 
Entering Unmasked Estep 
Score: -16540963.000000 Penalty: 5838.923340
	Iteration 3Q: 3 clusters Score -1.654096e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69045 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -16543999.000000 Penalty: 5838.923340
	Iteration 4Q: 3 clusters Score -1.6544e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -16548809.000000 Penalty: 5838.923340
	Iteration 5F: 3 clusters Score -1.654881e+07 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73145 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -16557165.000000 Penalty: 5838.923340
	Iteration 6F: 3 clusters Score -1.655716e+07 nChanged 10385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75360 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -16569488.000000 Penalty: 5838.923340
	Iteration 7F: 3 clusters Score -1.656949e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76256 members 
Mstep: Class 2 contains 53320 members 
Entering Unmasked Estep 
Score: -16581331.000000 Penalty: 5838.923340
	Iteration 8F: 3 clusters Score -1.658133e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75741 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -16587936.000000 Penalty: 5838.923340
	Iteration 9F: 3 clusters Score -1.658794e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74691 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -16591168.000000 Penalty: 5838.923340
	Iteration 10Q: 3 clusters Score -1.659117e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73633 members 
Mstep: Class 2 contains 55943 members 
Entering Unmasked Estep 
Score: -16592723.000000 Penalty: 5838.923340
	Iteration 11Q: 3 clusters Score -1.659272e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72788 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
Score: -16593483.000000 Penalty: 5838.923340
	Iteration 12Q: 3 clusters Score -1.659348e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72232 members 
Mstep: Class 2 contains 57344 members 
Entering Unmasked Estep 
Score: -16593788.000000 Penalty: 5838.923340
	Iteration 13Q: 3 clusters Score -1.659379e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 57706 members 
Entering Unmasked Estep 
Score: -16593826.000000 Penalty: 5838.923340
	Iteration 14Q: 3 clusters Score -1.659383e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71625 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -16593883.000000 Penalty: 5838.923340
	Iteration 15Q: 3 clusters Score -1.659388e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71487 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -16593943.000000 Penalty: 5838.923340
	Iteration 16Q: 3 clusters Score -1.659394e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71438 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -16593984.000000 Penalty: 5838.923340
	Iteration 17Q: 3 clusters Score -1.659398e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71434 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -16594039.000000 Penalty: 5838.923340
	Iteration 18Q: 3 clusters Score -1.659404e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71434 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -16594032.000000 Penalty: 5838.923340
	Iteration 19Q: 3 clusters Score -1.659403e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 58130 members 
Entering Unmasked Estep 
Score: -16594044.000000 Penalty: 5838.923340
	Iteration 20F: 3 clusters Score -1.659404e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -16594059.000000 Penalty: 5838.923340
	Iteration 21Q: 3 clusters Score -1.659406e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71478 members 
Mstep: Class 2 contains 58098 members 
Entering Unmasked Estep 
Score: -16594033.000000 Penalty: 5838.923340
	Iteration 22Q: 3 clusters Score -1.659403e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71507 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -16594026.000000 Penalty: 5838.923340
	Iteration 23Q: 3 clusters Score -1.659403e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71535 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -16594017.000000 Penalty: 5838.923340
	Iteration 24Q: 3 clusters Score -1.659402e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71556 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -16594012.000000 Penalty: 5838.923340
	Iteration 25Q: 3 clusters Score -1.659401e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71578 members 
Mstep: Class 2 contains 57998 members 
Entering Unmasked Estep 
Score: -16594031.000000 Penalty: 5838.923340
	Iteration 26Q: 3 clusters Score -1.659403e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71595 members 
Mstep: Class 2 contains 57981 members 
Entering Unmasked Estep 
Score: -16594025.000000 Penalty: 5838.923340
	Iteration 27Q: 3 clusters Score -1.659402e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71609 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -16594037.000000 Penalty: 5838.923340
	Iteration 28Q: 3 clusters Score -1.659404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71620 members 
Mstep: Class 2 contains 57956 members 
Entering Unmasked Estep 
Score: -16594047.000000 Penalty: 5838.923340
	Iteration 29Q: 3 clusters Score -1.659405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71630 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -16594040.000000 Penalty: 5838.923340
	Iteration 30Q: 3 clusters Score -1.659404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -16594042.000000 Penalty: 5838.923340
	Iteration 31Q: 3 clusters Score -1.659404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71640 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -16594045.000000 Penalty: 5838.923340
	Iteration 32Q: 3 clusters Score -1.659404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71643 members 
Mstep: Class 2 contains 57933 members 
Entering Unmasked Estep 
Score: -16594038.000000 Penalty: 5838.923340
	Iteration 33Q: 3 clusters Score -1.659404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71644 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -16594032.000000 Penalty: 5838.923340
	Iteration 34Q: 3 clusters Score -1.659403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71644 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -16594032.000000 Penalty: 5838.923340
	Iteration 35F: 3 clusters Score -1.659403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28215 members 
Mstep: Class 3 contains 8875 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 17375 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 7 contains 16040 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 20567 members 
Mstep: Class 10 contains 176508 members 
Mstep: Class 11 contains 12628 members 
Mstep: Class 12 contains 168016 members 
Mstep: Class 13 contains 85017 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 5556 members 
Mstep: Class 16 contains 12786 members 
Mstep: Class 17 contains 155457 members 
Mstep: Class 18 contains 97527 members 
Mstep: Class 19 contains 17114 members 
Mstep: Class 20 contains 87169 members 
Mstep: Class 21 contains 71644 members 
Mstep: Class 22 contains 18515 members 
Mstep: Class 23 contains 1588 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 7799 members 
Mstep: Class 26 contains 12785 members 
Mstep: Class 27 contains 45755 members 
Mstep: Class 28 contains 25365 members 
Mstep: Class 29 contains 4680 members 
Mstep: Class 30 contains 18460 members 
Mstep: Class 31 contains 2907 members 
Mstep: Class 32 contains 57932 members 
Entering Unmasked Estep 
Score: -150812400.000000 Penalty: 111174.281250
Splitting cluster 21 changes total score from -150711856.000000 to -150812400.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 22 (18515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Entering Unmasked Estep 
Score: -2412921.250000 Penalty: 2436.931641
	Iteration 0F: 2 clusters Score -2412921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2399841.750000 Penalty: 4873.863281
	Iteration 0F: 3 clusters Score -2399842 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2404177.250000 Penalty: 4873.863281
	Iteration 1F: 3 clusters Score -2404177 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2404559.250000 Penalty: 4873.863281
	Iteration 2F: 3 clusters Score -2404559 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2404921.750000 Penalty: 4873.863281
	Iteration 3Q: 3 clusters Score -2404922 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2405329.250000 Penalty: 4873.863281
	Iteration 4Q: 3 clusters Score -2405329 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2405814.500000 Penalty: 4873.863281
	Iteration 5F: 3 clusters Score -2405814 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2406447.250000 Penalty: 4873.863281
	Iteration 6F: 3 clusters Score -2406447 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2407206.000000 Penalty: 4873.863281
	Iteration 7F: 3 clusters Score -2407206 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2408009.500000 Penalty: 4873.863281
	Iteration 8F: 3 clusters Score -2408010 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2408776.750000 Penalty: 4873.863281
	Iteration 9F: 3 clusters Score -2408777 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2409373.500000 Penalty: 4873.863281
	Iteration 10Q: 3 clusters Score -2409374 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2409758.750000 Penalty: 4873.863281
	Iteration 11Q: 3 clusters Score -2409759 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2409989.000000 Penalty: 4873.863281
	Iteration 12Q: 3 clusters Score -2409989 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2410119.750000 Penalty: 4873.863281
	Iteration 13Q: 3 clusters Score -2410120 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2410201.000000 Penalty: 4873.863281
	Iteration 14Q: 3 clusters Score -2410201 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2410277.750000 Penalty: 4873.863281
	Iteration 15Q: 3 clusters Score -2410278 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2410345.250000 Penalty: 4873.863281
	Iteration 16Q: 3 clusters Score -2410345 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2410387.750000 Penalty: 4873.863281
	Iteration 17Q: 3 clusters Score -2410388 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2410416.750000 Penalty: 4873.863281
	Iteration 18Q: 3 clusters Score -2410417 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2410430.500000 Penalty: 4873.863281
	Iteration 19Q: 3 clusters Score -2410430 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2410459.750000 Penalty: 4873.863281
	Iteration 20F: 3 clusters Score -2410460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2410487.750000 Penalty: 4873.863281
	Iteration 21Q: 3 clusters Score -2410488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2410499.000000 Penalty: 4873.863281
	Iteration 22Q: 3 clusters Score -2410499 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2410521.750000 Penalty: 4873.863281
	Iteration 23Q: 3 clusters Score -2410522 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2410539.500000 Penalty: 4873.863281
	Iteration 24Q: 3 clusters Score -2410540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2410559.500000 Penalty: 4873.863281
	Iteration 25Q: 3 clusters Score -2410560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2410573.000000 Penalty: 4873.863281
	Iteration 26Q: 3 clusters Score -2410573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2410593.250000 Penalty: 4873.863281
	Iteration 27Q: 3 clusters Score -2410593 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2410609.500000 Penalty: 4873.863281
	Iteration 28Q: 3 clusters Score -2410610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2410623.500000 Penalty: 4873.863281
	Iteration 29Q: 3 clusters Score -2410624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2410647.000000 Penalty: 4873.863281
	Iteration 30Q: 3 clusters Score -2410647 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2410659.500000 Penalty: 4873.863281
	Iteration 31Q: 3 clusters Score -2410660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2410674.250000 Penalty: 4873.863281
	Iteration 32Q: 3 clusters Score -2410674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2410697.500000 Penalty: 4873.863281
	Iteration 33Q: 3 clusters Score -2410698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2410715.500000 Penalty: 4873.863281
	Iteration 34Q: 3 clusters Score -2410716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2410727.000000 Penalty: 4873.863281
	Iteration 35Q: 3 clusters Score -2410727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2410739.000000 Penalty: 4873.863281
	Iteration 36Q: 3 clusters Score -2410739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2410752.500000 Penalty: 4873.863281
	Iteration 37Q: 3 clusters Score -2410752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2410761.500000 Penalty: 4873.863281
	Iteration 38Q: 3 clusters Score -2410762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2410769.500000 Penalty: 4873.863281
	Iteration 39Q: 3 clusters Score -2410770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2410786.750000 Penalty: 4873.863281
	Iteration 40F: 3 clusters Score -2410787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2410798.500000 Penalty: 4873.863281
	Iteration 41Q: 3 clusters Score -2410798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2410808.500000 Penalty: 4873.863281
	Iteration 42Q: 3 clusters Score -2410808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2410818.250000 Penalty: 4873.863281
	Iteration 43Q: 3 clusters Score -2410818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2410820.250000 Penalty: 4873.863281
	Iteration 44Q: 3 clusters Score -2410820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2410826.500000 Penalty: 4873.863281
	Iteration 45Q: 3 clusters Score -2410826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2410832.500000 Penalty: 4873.863281
	Iteration 46Q: 3 clusters Score -2410832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2410834.000000 Penalty: 4873.863281
	Iteration 47Q: 3 clusters Score -2410834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2410837.500000 Penalty: 4873.863281
	Iteration 48Q: 3 clusters Score -2410838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2410836.250000 Penalty: 4873.863281
	Iteration 49Q: 3 clusters Score -2410836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2410836.250000 Penalty: 4873.863281
	Iteration 50F: 3 clusters Score -2410836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28215 members 
Mstep: Class 3 contains 8875 members 
Mstep: Class 4 contains 19449 members 
Mstep: Class 5 contains 17375 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 20567 members 
Mstep: Class 10 contains 176508 members 
Mstep: Class 12 contains 168016 members 
Mstep: Class 13 contains 85017 members 
Mstep: Class 15 contains 5556 members 
Mstep: Class 16 contains 12786 members 
Mstep: Class 18 contains 97527 members 
Mstep: Class 19 contains 17114 members 
Mstep: Class 20 contains 87169 members 
Mstep: Class 21 contains 71644 members 
Mstep: Class 22 contains 18515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150839872.000000 Penalty: 111174.281250
Iteration 39Q: 33 clusters Score -1.508399e+08 nChanged 44035
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 29008 members 
Mstep: Class 3 contains 8646 members 
Mstep: Class 4 contains 19867 members 
Mstep: Class 5 contains 19261 members 
Mstep: Class 6 contains 9851 members 
Mstep: Class 7 contains 15186 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 20162 members 
Mstep: Class 10 contains 178496 members 
Mstep: Class 11 contains 12015 members 
Mstep: Class 12 contains 170685 members 
Mstep: Class 13 contains 87667 members 
Mstep: Class 14 contains 1518 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 12854 members 
Mstep: Class 17 contains 151273 members 
Mstep: Class 18 contains 97770 members 
Mstep: Class 19 contains 18265 members 
Mstep: Class 20 contains 88523 members 
Mstep: Class 21 contains 72490 members 
Mstep: Class 22 contains 18103 members 
Mstep: Class 23 contains 1583 members 
Mstep: Class 24 contains 4557 members 
Mstep: Class 25 contains 8020 members 
Mstep: Class 26 contains 12177 members 
Mstep: Class 27 contains 43270 members 
Mstep: Class 28 contains 23605 members 
Mstep: Class 29 contains 4584 members 
Mstep: Class 30 contains 18218 members 
Mstep: Class 31 contains 2982 members 
Mstep: Class 32 contains 54243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150861280.000000 Penalty: 111174.281250
Iteration 40F: 33 clusters Score -1.508613e+08 nChanged 32219
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 28821 members 
Mstep: Class 3 contains 8504 members 
Mstep: Class 4 contains 18878 members 
Mstep: Class 5 contains 18938 members 
Mstep: Class 6 contains 9964 members 
Mstep: Class 7 contains 15212 members 
Mstep: Class 8 contains 1436 members 
Mstep: Class 9 contains 19929 members 
Mstep: Class 10 contains 178067 members 
Mstep: Class 11 contains 12043 members 
Mstep: Class 12 contains 171831 members 
Mstep: Class 13 contains 87127 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 6263 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 150451 members 
Mstep: Class 18 contains 97678 members 
Mstep: Class 19 contains 18459 members 
Mstep: Class 20 contains 88089 members 
Mstep: Class 21 contains 72883 members 
Mstep: Class 22 contains 17646 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4736 members 
Mstep: Class 25 contains 8893 members 
Mstep: Class 26 contains 13328 members 
Mstep: Class 27 contains 43947 members 
Mstep: Class 28 contains 23094 members 
Mstep: Class 29 contains 4888 members 
Mstep: Class 30 contains 18285 members 
Mstep: Class 31 contains 3693 members 
Mstep: Class 32 contains 53601 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 33 clusters Score -1.508683e+08 nChanged 17640
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 28678 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 18200 members 
Mstep: Class 5 contains 18713 members 
Mstep: Class 6 contains 10034 members 
Mstep: Class 7 contains 15163 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 19757 members 
Mstep: Class 10 contains 177743 members 
Mstep: Class 11 contains 12011 members 
Mstep: Class 12 contains 172892 members 
Mstep: Class 13 contains 86964 members 
Mstep: Class 14 contains 1741 members 
Mstep: Class 15 contains 6458 members 
Mstep: Class 16 contains 12356 members 
Mstep: Class 17 contains 149295 members 
Mstep: Class 18 contains 97703 members 
Mstep: Class 19 contains 18657 members 
Mstep: Class 20 contains 87885 members 
Mstep: Class 21 contains 73342 members 
Mstep: Class 22 contains 17252 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4780 members 
Mstep: Class 25 contains 9497 members 
Mstep: Class 26 contains 14025 members 
Mstep: Class 27 contains 44436 members 
Mstep: Class 28 contains 22686 members 
Mstep: Class 29 contains 5079 members 
Mstep: Class 30 contains 18341 members 
Mstep: Class 31 contains 4332 members 
Mstep: Class 32 contains 52962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150872400.000000 Penalty: 111174.281250
Iteration 42Q: 33 clusters Score -1.508724e+08 nChanged 12915
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 28597 members 
Mstep: Class 3 contains 8384 members 
Mstep: Class 4 contains 17680 members 
Mstep: Class 5 contains 18343 members 
Mstep: Class 6 contains 10073 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 19626 members 
Mstep: Class 10 contains 177413 members 
Mstep: Class 11 contains 11983 members 
Mstep: Class 12 contains 173593 members 
Mstep: Class 13 contains 86802 members 
Mstep: Class 14 contains 1797 members 
Mstep: Class 15 contains 6620 members 
Mstep: Class 16 contains 12246 members 
Mstep: Class 17 contains 148044 members 
Mstep: Class 18 contains 97739 members 
Mstep: Class 19 contains 18829 members 
Mstep: Class 20 contains 87871 members 
Mstep: Class 21 contains 73760 members 
Mstep: Class 22 contains 16921 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4810 members 
Mstep: Class 25 contains 9937 members 
Mstep: Class 26 contains 14742 members 
Mstep: Class 27 contains 44865 members 
Mstep: Class 28 contains 22374 members 
Mstep: Class 29 contains 5244 members 
Mstep: Class 30 contains 18388 members 
Mstep: Class 31 contains 5135 members 
Mstep: Class 32 contains 52522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150876288.000000 Penalty: 111174.281250
Iteration 43Q: 33 clusters Score -1.508763e+08 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 28584 members 
Mstep: Class 3 contains 8349 members 
Mstep: Class 4 contains 17222 members 
Mstep: Class 5 contains 17915 members 
Mstep: Class 6 contains 10062 members 
Mstep: Class 7 contains 15020 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 19517 members 
Mstep: Class 10 contains 177182 members 
Mstep: Class 11 contains 11955 members 
Mstep: Class 12 contains 174005 members 
Mstep: Class 13 contains 86645 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 6778 members 
Mstep: Class 16 contains 12167 members 
Mstep: Class 17 contains 146752 members 
Mstep: Class 18 contains 97754 members 
Mstep: Class 19 contains 18995 members 
Mstep: Class 20 contains 87898 members 
Mstep: Class 21 contains 74035 members 
Mstep: Class 22 contains 16633 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4846 members 
Mstep: Class 25 contains 10275 members 
Mstep: Class 26 contains 15472 members 
Mstep: Class 27 contains 45218 members 
Mstep: Class 28 contains 22100 members 
Mstep: Class 29 contains 5425 members 
Mstep: Class 30 contains 18417 members 
Mstep: Class 31 contains 6069 members 
Mstep: Class 32 contains 52321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150878704.000000 Penalty: 111174.281250
Iteration 44Q: 33 clusters Score -1.508787e+08 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 28560 members 
Mstep: Class 3 contains 8335 members 
Mstep: Class 4 contains 16846 members 
Mstep: Class 5 contains 17383 members 
Mstep: Class 6 contains 10033 members 
Mstep: Class 7 contains 14914 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 19424 members 
Mstep: Class 10 contains 176995 members 
Mstep: Class 11 contains 11921 members 
Mstep: Class 12 contains 174264 members 
Mstep: Class 13 contains 86490 members 
Mstep: Class 14 contains 1868 members 
Mstep: Class 15 contains 6909 members 
Mstep: Class 16 contains 12118 members 
Mstep: Class 17 contains 145532 members 
Mstep: Class 18 contains 97775 members 
Mstep: Class 19 contains 19143 members 
Mstep: Class 20 contains 88021 members 
Mstep: Class 21 contains 74235 members 
Mstep: Class 22 contains 16388 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4883 members 
Mstep: Class 25 contains 10543 members 
Mstep: Class 26 contains 16199 members 
Mstep: Class 27 contains 45531 members 
Mstep: Class 28 contains 21857 members 
Mstep: Class 29 contains 5576 members 
Mstep: Class 30 contains 18446 members 
Mstep: Class 31 contains 7042 members 
Mstep: Class 32 contains 52214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150880960.000000 Penalty: 111174.281250
Iteration 45Q: 33 clusters Score -1.50881e+08 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 28523 members 
Mstep: Class 3 contains 8284 members 
Mstep: Class 4 contains 16489 members 
Mstep: Class 5 contains 16839 members 
Mstep: Class 6 contains 9986 members 
Mstep: Class 7 contains 14781 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 19362 members 
Mstep: Class 10 contains 176753 members 
Mstep: Class 11 contains 11897 members 
Mstep: Class 12 contains 174465 members 
Mstep: Class 13 contains 86293 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 7025 members 
Mstep: Class 16 contains 12110 members 
Mstep: Class 17 contains 144315 members 
Mstep: Class 18 contains 97797 members 
Mstep: Class 19 contains 19264 members 
Mstep: Class 20 contains 88299 members 
Mstep: Class 21 contains 74342 members 
Mstep: Class 22 contains 16189 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4898 members 
Mstep: Class 25 contains 10785 members 
Mstep: Class 26 contains 16894 members 
Mstep: Class 27 contains 45828 members 
Mstep: Class 28 contains 21648 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18475 members 
Mstep: Class 31 contains 8004 members 
Mstep: Class 32 contains 52271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150884096.000000 Penalty: 111174.281250
Iteration 46Q: 33 clusters Score -1.508841e+08 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 28447 members 
Mstep: Class 3 contains 8227 members 
Mstep: Class 4 contains 16111 members 
Mstep: Class 5 contains 16244 members 
Mstep: Class 6 contains 9951 members 
Mstep: Class 7 contains 14647 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 19326 members 
Mstep: Class 10 contains 176532 members 
Mstep: Class 11 contains 11868 members 
Mstep: Class 12 contains 174716 members 
Mstep: Class 13 contains 86138 members 
Mstep: Class 14 contains 1864 members 
Mstep: Class 15 contains 7100 members 
Mstep: Class 16 contains 12129 members 
Mstep: Class 17 contains 143242 members 
Mstep: Class 18 contains 97807 members 
Mstep: Class 19 contains 19369 members 
Mstep: Class 20 contains 88709 members 
Mstep: Class 21 contains 74419 members 
Mstep: Class 22 contains 15997 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4907 members 
Mstep: Class 25 contains 10973 members 
Mstep: Class 26 contains 17571 members 
Mstep: Class 27 contains 46086 members 
Mstep: Class 28 contains 21482 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 18498 members 
Mstep: Class 31 contains 8773 members 
Mstep: Class 32 contains 52370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150886064.000000 Penalty: 111174.281250
Iteration 47Q: 33 clusters Score -1.508861e+08 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 28389 members 
Mstep: Class 3 contains 8176 members 
Mstep: Class 4 contains 15778 members 
Mstep: Class 5 contains 15687 members 
Mstep: Class 6 contains 9905 members 
Mstep: Class 7 contains 14521 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 19290 members 
Mstep: Class 10 contains 176350 members 
Mstep: Class 11 contains 11841 members 
Mstep: Class 12 contains 174934 members 
Mstep: Class 13 contains 85863 members 
Mstep: Class 14 contains 1841 members 
Mstep: Class 15 contains 7152 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 142341 members 
Mstep: Class 18 contains 97816 members 
Mstep: Class 19 contains 19451 members 
Mstep: Class 20 contains 89196 members 
Mstep: Class 21 contains 74453 members 
Mstep: Class 22 contains 15850 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4915 members 
Mstep: Class 25 contains 11136 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 46318 members 
Mstep: Class 28 contains 21322 members 
Mstep: Class 29 contains 6146 members 
Mstep: Class 30 contains 18518 members 
Mstep: Class 31 contains 9309 members 
Mstep: Class 32 contains 52587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150887280.000000 Penalty: 111174.281250
Iteration 48Q: 33 clusters Score -1.508873e+08 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 28297 members 
Mstep: Class 3 contains 8118 members 
Mstep: Class 4 contains 15495 members 
Mstep: Class 5 contains 15167 members 
Mstep: Class 6 contains 9869 members 
Mstep: Class 7 contains 14438 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 19257 members 
Mstep: Class 10 contains 176177 members 
Mstep: Class 11 contains 11777 members 
Mstep: Class 12 contains 175127 members 
Mstep: Class 13 contains 85562 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 7196 members 
Mstep: Class 16 contains 12216 members 
Mstep: Class 17 contains 141575 members 
Mstep: Class 18 contains 97825 members 
Mstep: Class 19 contains 19537 members 
Mstep: Class 20 contains 89749 members 
Mstep: Class 21 contains 74480 members 
Mstep: Class 22 contains 15728 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4926 members 
Mstep: Class 25 contains 11260 members 
Mstep: Class 26 contains 18789 members 
Mstep: Class 27 contains 46533 members 
Mstep: Class 28 contains 21163 members 
Mstep: Class 29 contains 6306 members 
Mstep: Class 30 contains 18529 members 
Mstep: Class 31 contains 9640 members 
Mstep: Class 32 contains 52884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150888416.000000 Penalty: 111174.281250
Iteration 49Q: 33 clusters Score -1.508884e+08 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 28229 members 
Mstep: Class 3 contains 8062 members 
Mstep: Class 4 contains 15303 members 
Mstep: Class 5 contains 14667 members 
Mstep: Class 6 contains 9823 members 
Mstep: Class 7 contains 14363 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 19207 members 
Mstep: Class 10 contains 175988 members 
Mstep: Class 11 contains 11689 members 
Mstep: Class 12 contains 175332 members 
Mstep: Class 13 contains 85268 members 
Mstep: Class 14 contains 1816 members 
Mstep: Class 15 contains 7230 members 
Mstep: Class 16 contains 12266 members 
Mstep: Class 17 contains 140933 members 
Mstep: Class 18 contains 97850 members 
Mstep: Class 19 contains 19584 members 
Mstep: Class 20 contains 90368 members 
Mstep: Class 21 contains 74496 members 
Mstep: Class 22 contains 15633 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4938 members 
Mstep: Class 25 contains 11372 members 
Mstep: Class 26 contains 19343 members 
Mstep: Class 27 contains 46722 members 
Mstep: Class 28 contains 21020 members 
Mstep: Class 29 contains 6436 members 
Mstep: Class 30 contains 18537 members 
Mstep: Class 31 contains 9749 members 
Mstep: Class 32 contains 53225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150889984.000000 Penalty: 111174.281250
Iteration 50Q: 33 clusters Score -1.5089e+08 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 28166 members 
Mstep: Class 3 contains 7995 members 
Mstep: Class 4 contains 15183 members 
Mstep: Class 5 contains 14260 members 
Mstep: Class 6 contains 9784 members 
Mstep: Class 7 contains 14312 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 19172 members 
Mstep: Class 10 contains 175826 members 
Mstep: Class 11 contains 11627 members 
Mstep: Class 12 contains 175508 members 
Mstep: Class 13 contains 84955 members 
Mstep: Class 14 contains 1799 members 
Mstep: Class 15 contains 7265 members 
Mstep: Class 16 contains 12309 members 
Mstep: Class 17 contains 140348 members 
Mstep: Class 18 contains 97865 members 
Mstep: Class 19 contains 19625 members 
Mstep: Class 20 contains 90917 members 
Mstep: Class 21 contains 74528 members 
Mstep: Class 22 contains 15565 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4949 members 
Mstep: Class 25 contains 11473 members 
Mstep: Class 26 contains 19825 members 
Mstep: Class 27 contains 46880 members 
Mstep: Class 28 contains 20908 members 
Mstep: Class 29 contains 6564 members 
Mstep: Class 30 contains 18547 members 
Mstep: Class 31 contains 9703 members 
Mstep: Class 32 contains 53590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150891120.000000 Penalty: 111174.281250
Iteration 51Q: 33 clusters Score -1.508911e+08 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 28104 members 
Mstep: Class 3 contains 7950 members 
Mstep: Class 4 contains 15106 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 9744 members 
Mstep: Class 7 contains 14314 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 19134 members 
Mstep: Class 10 contains 175653 members 
Mstep: Class 11 contains 11544 members 
Mstep: Class 12 contains 175608 members 
Mstep: Class 13 contains 84587 members 
Mstep: Class 14 contains 1784 members 
Mstep: Class 15 contains 7292 members 
Mstep: Class 16 contains 12371 members 
Mstep: Class 17 contains 139865 members 
Mstep: Class 18 contains 97869 members 
Mstep: Class 19 contains 19667 members 
Mstep: Class 20 contains 91404 members 
Mstep: Class 21 contains 74555 members 
Mstep: Class 22 contains 15515 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4967 members 
Mstep: Class 25 contains 11587 members 
Mstep: Class 26 contains 20211 members 
Mstep: Class 27 contains 47017 members 
Mstep: Class 28 contains 20821 members 
Mstep: Class 29 contains 6648 members 
Mstep: Class 30 contains 18558 members 
Mstep: Class 31 contains 9607 members 
Mstep: Class 32 contains 54018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150892384.000000 Penalty: 111174.281250
Iteration 52Q: 33 clusters Score -1.508924e+08 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 28041 members 
Mstep: Class 3 contains 7896 members 
Mstep: Class 4 contains 14972 members 
Mstep: Class 5 contains 13682 members 
Mstep: Class 6 contains 9720 members 
Mstep: Class 7 contains 14319 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 19100 members 
Mstep: Class 10 contains 175507 members 
Mstep: Class 11 contains 11481 members 
Mstep: Class 12 contains 175685 members 
Mstep: Class 13 contains 84208 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 7315 members 
Mstep: Class 16 contains 12440 members 
Mstep: Class 17 contains 139469 members 
Mstep: Class 18 contains 97882 members 
Mstep: Class 19 contains 19735 members 
Mstep: Class 20 contains 91944 members 
Mstep: Class 21 contains 74585 members 
Mstep: Class 22 contains 15462 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4976 members 
Mstep: Class 25 contains 11698 members 
Mstep: Class 26 contains 20520 members 
Mstep: Class 27 contains 47132 members 
Mstep: Class 28 contains 20739 members 
Mstep: Class 29 contains 6712 members 
Mstep: Class 30 contains 18574 members 
Mstep: Class 31 contains 9440 members 
Mstep: Class 32 contains 54438 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 33 clusters Score -1.50894e+08 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 27991 members 
Mstep: Class 3 contains 7860 members 
Mstep: Class 4 contains 14899 members 
Mstep: Class 5 contains 13489 members 
Mstep: Class 6 contains 9705 members 
Mstep: Class 7 contains 14316 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 19073 members 
Mstep: Class 10 contains 175382 members 
Mstep: Class 11 contains 11434 members 
Mstep: Class 12 contains 175746 members 
Mstep: Class 13 contains 83809 members 
Mstep: Class 14 contains 1770 members 
Mstep: Class 15 contains 7330 members 
Mstep: Class 16 contains 12509 members 
Mstep: Class 17 contains 139104 members 
Mstep: Class 18 contains 97886 members 
Mstep: Class 19 contains 19781 members 
Mstep: Class 20 contains 92493 members 
Mstep: Class 21 contains 74584 members 
Mstep: Class 22 contains 15399 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4982 members 
Mstep: Class 25 contains 11794 members 
Mstep: Class 26 contains 20741 members 
Mstep: Class 27 contains 47226 members 
Mstep: Class 28 contains 20652 members 
Mstep: Class 29 contains 6752 members 
Mstep: Class 30 contains 18581 members 
Mstep: Class 31 contains 9267 members 
Mstep: Class 32 contains 54892 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 33 clusters Score -1.508951e+08 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 27952 members 
Mstep: Class 3 contains 7829 members 
Mstep: Class 4 contains 14869 members 
Mstep: Class 5 contains 13370 members 
Mstep: Class 6 contains 9705 members 
Mstep: Class 7 contains 14318 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 19049 members 
Mstep: Class 10 contains 175247 members 
Mstep: Class 11 contains 11400 members 
Mstep: Class 12 contains 175804 members 
Mstep: Class 13 contains 83345 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 7354 members 
Mstep: Class 16 contains 12585 members 
Mstep: Class 17 contains 138768 members 
Mstep: Class 18 contains 97893 members 
Mstep: Class 19 contains 19832 members 
Mstep: Class 20 contains 92864 members 
Mstep: Class 21 contains 74584 members 
Mstep: Class 22 contains 15354 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4990 members 
Mstep: Class 25 contains 11885 members 
Mstep: Class 26 contains 20877 members 
Mstep: Class 27 contains 47305 members 
Mstep: Class 28 contains 20564 members 
Mstep: Class 29 contains 6786 members 
Mstep: Class 30 contains 18588 members 
Mstep: Class 31 contains 9121 members 
Mstep: Class 32 contains 55442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150896384.000000 Penalty: 111174.281250
Iteration 55Q: 33 clusters Score -1.508964e+08 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 27903 members 
Mstep: Class 3 contains 7793 members 
Mstep: Class 4 contains 14792 members 
Mstep: Class 5 contains 13288 members 
Mstep: Class 6 contains 9705 members 
Mstep: Class 7 contains 14308 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 19026 members 
Mstep: Class 10 contains 175115 members 
Mstep: Class 11 contains 11401 members 
Mstep: Class 12 contains 175952 members 
Mstep: Class 13 contains 82856 members 
Mstep: Class 14 contains 1770 members 
Mstep: Class 15 contains 7371 members 
Mstep: Class 16 contains 12674 members 
Mstep: Class 17 contains 138497 members 
Mstep: Class 18 contains 97899 members 
Mstep: Class 19 contains 19878 members 
Mstep: Class 20 contains 93134 members 
Mstep: Class 21 contains 74570 members 
Mstep: Class 22 contains 15330 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4994 members 
Mstep: Class 25 contains 11965 members 
Mstep: Class 26 contains 20965 members 
Mstep: Class 27 contains 47368 members 
Mstep: Class 28 contains 20497 members 
Mstep: Class 29 contains 6836 members 
Mstep: Class 30 contains 18595 members 
Mstep: Class 31 contains 8926 members 
Mstep: Class 32 contains 56038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150897200.000000 Penalty: 111174.281250
Iteration 56Q: 33 clusters Score -1.508972e+08 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 27860 members 
Mstep: Class 3 contains 7772 members 
Mstep: Class 4 contains 14746 members 
Mstep: Class 5 contains 13200 members 
Mstep: Class 6 contains 9700 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 19003 members 
Mstep: Class 10 contains 174975 members 
Mstep: Class 11 contains 11394 members 
Mstep: Class 12 contains 176166 members 
Mstep: Class 13 contains 82320 members 
Mstep: Class 14 contains 1770 members 
Mstep: Class 15 contains 7383 members 
Mstep: Class 16 contains 12764 members 
Mstep: Class 17 contains 138243 members 
Mstep: Class 18 contains 97911 members 
Mstep: Class 19 contains 19915 members 
Mstep: Class 20 contains 93325 members 
Mstep: Class 21 contains 74529 members 
Mstep: Class 22 contains 15317 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4994 members 
Mstep: Class 25 contains 12048 members 
Mstep: Class 26 contains 21039 members 
Mstep: Class 27 contains 47419 members 
Mstep: Class 28 contains 20436 members 
Mstep: Class 29 contains 6890 members 
Mstep: Class 30 contains 18607 members 
Mstep: Class 31 contains 8752 members 
Mstep: Class 32 contains 56679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150896976.000000 Penalty: 111174.281250
Iteration 57Q: 33 clusters Score -1.50897e+08 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 27852 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 14732 members 
Mstep: Class 5 contains 13145 members 
Mstep: Class 6 contains 9695 members 
Mstep: Class 7 contains 14271 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18987 members 
Mstep: Class 10 contains 174830 members 
Mstep: Class 11 contains 11390 members 
Mstep: Class 12 contains 176365 members 
Mstep: Class 13 contains 81752 members 
Mstep: Class 14 contains 1770 members 
Mstep: Class 15 contains 7386 members 
Mstep: Class 16 contains 12867 members 
Mstep: Class 17 contains 138007 members 
Mstep: Class 18 contains 97918 members 
Mstep: Class 19 contains 19939 members 
Mstep: Class 20 contains 93476 members 
Mstep: Class 21 contains 74492 members 
Mstep: Class 22 contains 15310 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4996 members 
Mstep: Class 25 contains 12103 members 
Mstep: Class 26 contains 21117 members 
Mstep: Class 27 contains 47482 members 
Mstep: Class 28 contains 20372 members 
Mstep: Class 29 contains 6907 members 
Mstep: Class 30 contains 18617 members 
Mstep: Class 31 contains 8604 members 
Mstep: Class 32 contains 57325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150897712.000000 Penalty: 111174.281250
Iteration 58Q: 33 clusters Score -1.508977e+08 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 27856 members 
Mstep: Class 3 contains 7714 members 
Mstep: Class 4 contains 14717 members 
Mstep: Class 5 contains 13104 members 
Mstep: Class 6 contains 9681 members 
Mstep: Class 7 contains 14246 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18976 members 
Mstep: Class 10 contains 174711 members 
Mstep: Class 11 contains 11383 members 
Mstep: Class 12 contains 176547 members 
Mstep: Class 13 contains 81178 members 
Mstep: Class 14 contains 1770 members 
Mstep: Class 15 contains 7388 members 
Mstep: Class 16 contains 12962 members 
Mstep: Class 17 contains 137845 members 
Mstep: Class 18 contains 97921 members 
Mstep: Class 19 contains 19962 members 
Mstep: Class 20 contains 93553 members 
Mstep: Class 21 contains 74458 members 
Mstep: Class 22 contains 15308 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4999 members 
Mstep: Class 25 contains 12152 members 
Mstep: Class 26 contains 21183 members 
Mstep: Class 27 contains 47539 members 
Mstep: Class 28 contains 20311 members 
Mstep: Class 29 contains 6932 members 
Mstep: Class 30 contains 18625 members 
Mstep: Class 31 contains 8481 members 
Mstep: Class 32 contains 57945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150898048.000000 Penalty: 111174.281250
Iteration 59Q: 33 clusters Score -1.50898e+08 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 27859 members 
Mstep: Class 3 contains 7689 members 
Mstep: Class 4 contains 14696 members 
Mstep: Class 5 contains 13082 members 
Mstep: Class 6 contains 9665 members 
Mstep: Class 7 contains 14230 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18960 members 
Mstep: Class 10 contains 174598 members 
Mstep: Class 11 contains 11387 members 
Mstep: Class 12 contains 176715 members 
Mstep: Class 13 contains 80627 members 
Mstep: Class 14 contains 1769 members 
Mstep: Class 15 contains 7395 members 
Mstep: Class 16 contains 13029 members 
Mstep: Class 17 contains 137674 members 
Mstep: Class 18 contains 97926 members 
Mstep: Class 19 contains 19968 members 
Mstep: Class 20 contains 93626 members 
Mstep: Class 21 contains 74424 members 
Mstep: Class 22 contains 15297 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5005 members 
Mstep: Class 25 contains 12200 members 
Mstep: Class 26 contains 21242 members 
Mstep: Class 27 contains 47594 members 
Mstep: Class 28 contains 20253 members 
Mstep: Class 29 contains 6962 members 
Mstep: Class 30 contains 18631 members 
Mstep: Class 31 contains 8371 members 
Mstep: Class 32 contains 58573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150898864.000000 Penalty: 111174.281250
Iteration 60F: 33 clusters Score -1.508989e+08 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 27860 members 
Mstep: Class 3 contains 7660 members 
Mstep: Class 4 contains 14700 members 
Mstep: Class 5 contains 12545 members 
Mstep: Class 6 contains 9649 members 
Mstep: Class 7 contains 14222 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18944 members 
Mstep: Class 10 contains 174499 members 
Mstep: Class 11 contains 11389 members 
Mstep: Class 12 contains 176563 members 
Mstep: Class 13 contains 80071 members 
Mstep: Class 14 contains 1772 members 
Mstep: Class 15 contains 7402 members 
Mstep: Class 16 contains 13087 members 
Mstep: Class 17 contains 137493 members 
Mstep: Class 18 contains 97933 members 
Mstep: Class 19 contains 19977 members 
Mstep: Class 20 contains 93645 members 
Mstep: Class 21 contains 74411 members 
Mstep: Class 22 contains 15291 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5011 members 
Mstep: Class 25 contains 12250 members 
Mstep: Class 26 contains 21834 members 
Mstep: Class 27 contains 47641 members 
Mstep: Class 28 contains 20215 members 
Mstep: Class 29 contains 6982 members 
Mstep: Class 30 contains 18635 members 
Mstep: Class 31 contains 8592 members 
Mstep: Class 32 contains 59174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150899744.000000 Penalty: 111174.281250
Iteration 61Q: 33 clusters Score -1.508997e+08 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 27848 members 
Mstep: Class 3 contains 7622 members 
Mstep: Class 4 contains 14697 members 
Mstep: Class 5 contains 12046 members 
Mstep: Class 6 contains 9634 members 
Mstep: Class 7 contains 14215 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18921 members 
Mstep: Class 10 contains 174379 members 
Mstep: Class 11 contains 11384 members 
Mstep: Class 12 contains 176573 members 
Mstep: Class 13 contains 79474 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 16 contains 13153 members 
Mstep: Class 17 contains 137329 members 
Mstep: Class 18 contains 97946 members 
Mstep: Class 19 contains 19999 members 
Mstep: Class 20 contains 93680 members 
Mstep: Class 21 contains 74392 members 
Mstep: Class 22 contains 15288 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5016 members 
Mstep: Class 25 contains 12304 members 
Mstep: Class 26 contains 22378 members 
Mstep: Class 27 contains 47669 members 
Mstep: Class 28 contains 20187 members 
Mstep: Class 29 contains 6983 members 
Mstep: Class 30 contains 18641 members 
Mstep: Class 31 contains 8702 members 
Mstep: Class 32 contains 59815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150899888.000000 Penalty: 111174.281250
Iteration 62Q: 33 clusters Score -1.508999e+08 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 27831 members 
Mstep: Class 3 contains 7594 members 
Mstep: Class 4 contains 14704 members 
Mstep: Class 5 contains 11610 members 
Mstep: Class 6 contains 9622 members 
Mstep: Class 7 contains 14211 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18900 members 
Mstep: Class 10 contains 174279 members 
Mstep: Class 11 contains 11379 members 
Mstep: Class 12 contains 176698 members 
Mstep: Class 13 contains 78846 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 7416 members 
Mstep: Class 16 contains 13220 members 
Mstep: Class 17 contains 137168 members 
Mstep: Class 18 contains 97949 members 
Mstep: Class 19 contains 20014 members 
Mstep: Class 20 contains 93668 members 
Mstep: Class 21 contains 74371 members 
Mstep: Class 22 contains 15280 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5024 members 
Mstep: Class 25 contains 12351 members 
Mstep: Class 26 contains 22858 members 
Mstep: Class 27 contains 47711 members 
Mstep: Class 28 contains 20152 members 
Mstep: Class 29 contains 6990 members 
Mstep: Class 30 contains 18644 members 
Mstep: Class 31 contains 8758 members 
Mstep: Class 32 contains 60462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150900848.000000 Penalty: 111174.281250
Iteration 63Q: 33 clusters Score -1.509008e+08 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 27824 members 
Mstep: Class 3 contains 7547 members 
Mstep: Class 4 contains 14718 members 
Mstep: Class 5 contains 11234 members 
Mstep: Class 6 contains 9614 members 
Mstep: Class 7 contains 14214 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18877 members 
Mstep: Class 10 contains 174170 members 
Mstep: Class 11 contains 11377 members 
Mstep: Class 12 contains 176908 members 
Mstep: Class 13 contains 78222 members 
Mstep: Class 14 contains 1723 members 
Mstep: Class 15 contains 7419 members 
Mstep: Class 16 contains 13278 members 
Mstep: Class 17 contains 137018 members 
Mstep: Class 18 contains 97962 members 
Mstep: Class 19 contains 20029 members 
Mstep: Class 20 contains 93632 members 
Mstep: Class 21 contains 74347 members 
Mstep: Class 22 contains 15265 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5026 members 
Mstep: Class 25 contains 12386 members 
Mstep: Class 26 contains 23259 members 
Mstep: Class 27 contains 47733 members 
Mstep: Class 28 contains 20125 members 
Mstep: Class 29 contains 6986 members 
Mstep: Class 30 contains 18642 members 
Mstep: Class 31 contains 8772 members 
Mstep: Class 32 contains 61144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150901840.000000 Penalty: 111174.281250
Iteration 64Q: 33 clusters Score -1.509018e+08 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 27816 members 
Mstep: Class 3 contains 7508 members 
Mstep: Class 4 contains 14731 members 
Mstep: Class 5 contains 10933 members 
Mstep: Class 6 contains 9598 members 
Mstep: Class 7 contains 14213 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18858 members 
Mstep: Class 10 contains 174071 members 
Mstep: Class 11 contains 11375 members 
Mstep: Class 12 contains 177110 members 
Mstep: Class 13 contains 77650 members 
Mstep: Class 14 contains 1702 members 
Mstep: Class 15 contains 7422 members 
Mstep: Class 16 contains 13311 members 
Mstep: Class 17 contains 136842 members 
Mstep: Class 18 contains 97965 members 
Mstep: Class 19 contains 20049 members 
Mstep: Class 20 contains 93591 members 
Mstep: Class 21 contains 74339 members 
Mstep: Class 22 contains 15250 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5027 members 
Mstep: Class 25 contains 12418 members 
Mstep: Class 26 contains 23618 members 
Mstep: Class 27 contains 47753 members 
Mstep: Class 28 contains 20090 members 
Mstep: Class 29 contains 6979 members 
Mstep: Class 30 contains 18642 members 
Mstep: Class 31 contains 8783 members 
Mstep: Class 32 contains 61806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150902336.000000 Penalty: 111174.281250
Iteration 65Q: 33 clusters Score -1.509023e+08 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 27807 members 
Mstep: Class 3 contains 7488 members 
Mstep: Class 4 contains 14745 members 
Mstep: Class 5 contains 10677 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 14203 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18835 members 
Mstep: Class 10 contains 173987 members 
Mstep: Class 11 contains 11378 members 
Mstep: Class 12 contains 177338 members 
Mstep: Class 13 contains 77106 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 7421 members 
Mstep: Class 16 contains 13360 members 
Mstep: Class 17 contains 136664 members 
Mstep: Class 18 contains 97979 members 
Mstep: Class 19 contains 20050 members 
Mstep: Class 20 contains 93534 members 
Mstep: Class 21 contains 74320 members 
Mstep: Class 22 contains 15234 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5027 members 
Mstep: Class 25 contains 12441 members 
Mstep: Class 26 contains 23902 members 
Mstep: Class 27 contains 47775 members 
Mstep: Class 28 contains 20071 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 18641 members 
Mstep: Class 31 contains 8780 members 
Mstep: Class 32 contains 62462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150902736.000000 Penalty: 111174.281250
Iteration 66Q: 33 clusters Score -1.509027e+08 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 27803 members 
Mstep: Class 3 contains 7468 members 
Mstep: Class 4 contains 14757 members 
Mstep: Class 5 contains 10460 members 
Mstep: Class 6 contains 9576 members 
Mstep: Class 7 contains 14211 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18806 members 
Mstep: Class 10 contains 173919 members 
Mstep: Class 11 contains 11378 members 
Mstep: Class 12 contains 177553 members 
Mstep: Class 13 contains 76588 members 
Mstep: Class 14 contains 1656 members 
Mstep: Class 15 contains 7423 members 
Mstep: Class 16 contains 13402 members 
Mstep: Class 17 contains 136512 members 
Mstep: Class 18 contains 97991 members 
Mstep: Class 19 contains 20046 members 
Mstep: Class 20 contains 93494 members 
Mstep: Class 21 contains 74279 members 
Mstep: Class 22 contains 15224 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5031 members 
Mstep: Class 25 contains 12467 members 
Mstep: Class 26 contains 24121 members 
Mstep: Class 27 contains 47794 members 
Mstep: Class 28 contains 20049 members 
Mstep: Class 29 contains 6935 members 
Mstep: Class 30 contains 18643 members 
Mstep: Class 31 contains 8776 members 
Mstep: Class 32 contains 63090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150903296.000000 Penalty: 111174.281250
Iteration 67Q: 33 clusters Score -1.509033e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 27795 members 
Mstep: Class 3 contains 7451 members 
Mstep: Class 4 contains 14791 members 
Mstep: Class 5 contains 10321 members 
Mstep: Class 6 contains 9572 members 
Mstep: Class 7 contains 14226 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18768 members 
Mstep: Class 10 contains 173856 members 
Mstep: Class 11 contains 11381 members 
Mstep: Class 12 contains 177753 members 
Mstep: Class 13 contains 76066 members 
Mstep: Class 14 contains 1642 members 
Mstep: Class 15 contains 7427 members 
Mstep: Class 16 contains 13434 members 
Mstep: Class 17 contains 136340 members 
Mstep: Class 18 contains 98001 members 
Mstep: Class 19 contains 20049 members 
Mstep: Class 20 contains 93448 members 
Mstep: Class 21 contains 74242 members 
Mstep: Class 22 contains 15218 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5037 members 
Mstep: Class 25 contains 12480 members 
Mstep: Class 26 contains 24271 members 
Mstep: Class 27 contains 47808 members 
Mstep: Class 28 contains 20028 members 
Mstep: Class 29 contains 6902 members 
Mstep: Class 30 contains 18644 members 
Mstep: Class 31 contains 8779 members 
Mstep: Class 32 contains 63724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150903936.000000 Penalty: 111174.281250
Iteration 68Q: 33 clusters Score -1.509039e+08 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 27800 members 
Mstep: Class 3 contains 7429 members 
Mstep: Class 4 contains 14810 members 
Mstep: Class 5 contains 10202 members 
Mstep: Class 6 contains 9569 members 
Mstep: Class 7 contains 14236 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18733 members 
Mstep: Class 10 contains 173805 members 
Mstep: Class 11 contains 11391 members 
Mstep: Class 12 contains 177913 members 
Mstep: Class 13 contains 75521 members 
Mstep: Class 14 contains 1624 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 13464 members 
Mstep: Class 17 contains 136186 members 
Mstep: Class 18 contains 98014 members 
Mstep: Class 19 contains 20048 members 
Mstep: Class 20 contains 93436 members 
Mstep: Class 21 contains 74214 members 
Mstep: Class 22 contains 15211 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5045 members 
Mstep: Class 25 contains 12491 members 
Mstep: Class 26 contains 24386 members 
Mstep: Class 27 contains 47832 members 
Mstep: Class 28 contains 20012 members 
Mstep: Class 29 contains 6860 members 
Mstep: Class 30 contains 18647 members 
Mstep: Class 31 contains 8776 members 
Mstep: Class 32 contains 64369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150904208.000000 Penalty: 111174.281250
Iteration 69Q: 33 clusters Score -1.509042e+08 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27814 members 
Mstep: Class 3 contains 7402 members 
Mstep: Class 4 contains 14836 members 
Mstep: Class 5 contains 10141 members 
Mstep: Class 6 contains 9563 members 
Mstep: Class 7 contains 14245 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18700 members 
Mstep: Class 10 contains 173748 members 
Mstep: Class 11 contains 11393 members 
Mstep: Class 12 contains 178074 members 
Mstep: Class 13 contains 74971 members 
Mstep: Class 14 contains 1618 members 
Mstep: Class 15 contains 7429 members 
Mstep: Class 16 contains 13501 members 
Mstep: Class 17 contains 136051 members 
Mstep: Class 18 contains 98027 members 
Mstep: Class 19 contains 20047 members 
Mstep: Class 20 contains 93378 members 
Mstep: Class 21 contains 74187 members 
Mstep: Class 22 contains 15205 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5044 members 
Mstep: Class 25 contains 12508 members 
Mstep: Class 26 contains 24446 members 
Mstep: Class 27 contains 47845 members 
Mstep: Class 28 contains 19997 members 
Mstep: Class 29 contains 6834 members 
Mstep: Class 30 contains 18649 members 
Mstep: Class 31 contains 8777 members 
Mstep: Class 32 contains 65028 members 
Entering Unmasked Estep 
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Score: -150904896.000000 Penalty: 111174.281250
Iteration 70Q: 33 clusters Score -1.509049e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 27819 members 
Mstep: Class 3 contains 7378 members 
Mstep: Class 4 contains 14849 members 
Mstep: Class 5 contains 10108 members 
Mstep: Class 6 contains 9558 members 
Mstep: Class 7 contains 14243 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18665 members 
Mstep: Class 10 contains 173693 members 
Mstep: Class 11 contains 11394 members 
Mstep: Class 12 contains 178230 members 
Mstep: Class 13 contains 74408 members 
Mstep: Class 14 contains 1611 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 13549 members 
Mstep: Class 17 contains 135928 members 
Mstep: Class 18 contains 98040 members 
Mstep: Class 19 contains 20041 members 
Mstep: Class 20 contains 93337 members 
Mstep: Class 21 contains 74159 members 
Mstep: Class 22 contains 15199 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5047 members 
Mstep: Class 25 contains 12523 members 
Mstep: Class 26 contains 24470 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 19979 members 
Mstep: Class 29 contains 6812 members 
Mstep: Class 30 contains 18651 members 
Mstep: Class 31 contains 8779 members 
Mstep: Class 32 contains 65683 members 
Entering Unmasked Estep 
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Iteration 71Q: 33 clusters Score -1.509051e+08 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 27835 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 14866 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 9555 members 
Mstep: Class 7 contains 14241 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18646 members 
Mstep: Class 10 contains 173648 members 
Mstep: Class 11 contains 11395 members 
Mstep: Class 12 contains 178344 members 
Mstep: Class 13 contains 73880 members 
Mstep: Class 14 contains 1606 members 
Mstep: Class 15 contains 7437 members 
Mstep: Class 16 contains 13580 members 
Mstep: Class 17 contains 135829 members 
Mstep: Class 18 contains 98050 members 
Mstep: Class 19 contains 20032 members 
Mstep: Class 20 contains 93319 members 
Mstep: Class 21 contains 74123 members 
Mstep: Class 22 contains 15192 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5048 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 24486 members 
Mstep: Class 27 contains 47890 members 
Mstep: Class 28 contains 19968 members 
Mstep: Class 29 contains 6802 members 
Mstep: Class 30 contains 18653 members 
Mstep: Class 31 contains 8778 members 
Mstep: Class 32 contains 66278 members 
Entering Unmasked Estep 
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Iteration 72Q: 33 clusters Score -1.509054e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27843 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 14876 members 
Mstep: Class 5 contains 10057 members 
Mstep: Class 6 contains 9552 members 
Mstep: Class 7 contains 14247 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18625 members 
Mstep: Class 10 contains 173603 members 
Mstep: Class 11 contains 11400 members 
Mstep: Class 12 contains 178471 members 
Mstep: Class 13 contains 73422 members 
Mstep: Class 14 contains 1596 members 
Mstep: Class 15 contains 7443 members 
Mstep: Class 16 contains 13606 members 
Mstep: Class 17 contains 135742 members 
Mstep: Class 18 contains 98063 members 
Mstep: Class 19 contains 20041 members 
Mstep: Class 20 contains 93321 members 
Mstep: Class 21 contains 74086 members 
Mstep: Class 22 contains 15182 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5052 members 
Mstep: Class 25 contains 12544 members 
Mstep: Class 26 contains 24474 members 
Mstep: Class 27 contains 47893 members 
Mstep: Class 28 contains 19956 members 
Mstep: Class 29 contains 6780 members 
Mstep: Class 30 contains 18654 members 
Mstep: Class 31 contains 8778 members 
Mstep: Class 32 contains 66810 members 
Entering Unmasked Estep 
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Iteration 73Q: 33 clusters Score -1.509054e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 27856 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 14885 members 
Mstep: Class 5 contains 10040 members 
Mstep: Class 6 contains 9553 members 
Mstep: Class 7 contains 14265 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18603 members 
Mstep: Class 10 contains 173571 members 
Mstep: Class 11 contains 11405 members 
Mstep: Class 12 contains 178571 members 
Mstep: Class 13 contains 72997 members 
Mstep: Class 14 contains 1591 members 
Mstep: Class 15 contains 7450 members 
Mstep: Class 16 contains 13644 members 
Mstep: Class 17 contains 135627 members 
Mstep: Class 18 contains 98074 members 
Mstep: Class 19 contains 20046 members 
Mstep: Class 20 contains 93302 members 
Mstep: Class 21 contains 74048 members 
Mstep: Class 22 contains 15171 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5053 members 
Mstep: Class 25 contains 12552 members 
Mstep: Class 26 contains 24474 members 
Mstep: Class 27 contains 47911 members 
Mstep: Class 28 contains 19946 members 
Mstep: Class 29 contains 6739 members 
Mstep: Class 30 contains 18656 members 
Mstep: Class 31 contains 8782 members 
Mstep: Class 32 contains 67327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150905344.000000 Penalty: 111174.281250
Iteration 74Q: 33 clusters Score -1.509053e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27862 members 
Mstep: Class 3 contains 7311 members 
Mstep: Class 4 contains 14888 members 
Mstep: Class 5 contains 10028 members 
Mstep: Class 6 contains 9554 members 
Mstep: Class 7 contains 14287 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18577 members 
Mstep: Class 10 contains 173537 members 
Mstep: Class 11 contains 11406 members 
Mstep: Class 12 contains 178681 members 
Mstep: Class 13 contains 72624 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 7452 members 
Mstep: Class 16 contains 13668 members 
Mstep: Class 17 contains 135514 members 
Mstep: Class 18 contains 98085 members 
Mstep: Class 19 contains 20050 members 
Mstep: Class 20 contains 93282 members 
Mstep: Class 21 contains 74006 members 
Mstep: Class 22 contains 15164 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5054 members 
Mstep: Class 25 contains 12552 members 
Mstep: Class 26 contains 24471 members 
Mstep: Class 27 contains 47913 members 
Mstep: Class 28 contains 19938 members 
Mstep: Class 29 contains 6718 members 
Mstep: Class 30 contains 18657 members 
Mstep: Class 31 contains 8781 members 
Mstep: Class 32 contains 67816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150905744.000000 Penalty: 111174.281250
Iteration 75Q: 33 clusters Score -1.509057e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 27870 members 
Mstep: Class 3 contains 7308 members 
Mstep: Class 4 contains 14913 members 
Mstep: Class 5 contains 10026 members 
Mstep: Class 6 contains 9557 members 
Mstep: Class 7 contains 14308 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18566 members 
Mstep: Class 10 contains 173494 members 
Mstep: Class 11 contains 11405 members 
Mstep: Class 12 contains 178772 members 
Mstep: Class 13 contains 72290 members 
Mstep: Class 14 contains 1575 members 
Mstep: Class 15 contains 7454 members 
Mstep: Class 16 contains 13694 members 
Mstep: Class 17 contains 135392 members 
Mstep: Class 18 contains 98088 members 
Mstep: Class 19 contains 20054 members 
Mstep: Class 20 contains 93264 members 
Mstep: Class 21 contains 73974 members 
Mstep: Class 22 contains 15158 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5054 members 
Mstep: Class 25 contains 12551 members 
Mstep: Class 26 contains 24466 members 
Mstep: Class 27 contains 47915 members 
Mstep: Class 28 contains 19928 members 
Mstep: Class 29 contains 6686 members 
Mstep: Class 30 contains 18657 members 
Mstep: Class 31 contains 8781 members 
Mstep: Class 32 contains 68261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150905680.000000 Penalty: 111174.281250
Iteration 76Q: 33 clusters Score -1.509057e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27876 members 
Mstep: Class 3 contains 7297 members 
Mstep: Class 4 contains 14917 members 
Mstep: Class 5 contains 10018 members 
Mstep: Class 6 contains 9557 members 
Mstep: Class 7 contains 14321 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18552 members 
Mstep: Class 10 contains 173481 members 
Mstep: Class 11 contains 11403 members 
Mstep: Class 12 contains 178857 members 
Mstep: Class 13 contains 71943 members 
Mstep: Class 14 contains 1571 members 
Mstep: Class 15 contains 7455 members 
Mstep: Class 16 contains 13719 members 
Mstep: Class 17 contains 135312 members 
Mstep: Class 18 contains 98095 members 
Mstep: Class 19 contains 20052 members 
Mstep: Class 20 contains 93230 members 
Mstep: Class 21 contains 73949 members 
Mstep: Class 22 contains 15152 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5056 members 
Mstep: Class 25 contains 12549 members 
Mstep: Class 26 contains 24457 members 
Mstep: Class 27 contains 47930 members 
Mstep: Class 28 contains 19918 members 
Mstep: Class 29 contains 6661 members 
Mstep: Class 30 contains 18657 members 
Mstep: Class 31 contains 8777 members 
Mstep: Class 32 contains 68698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150905760.000000 Penalty: 111174.281250
Iteration 77Q: 33 clusters Score -1.509058e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27892 members 
Mstep: Class 3 contains 7295 members 
Mstep: Class 4 contains 14907 members 
Mstep: Class 5 contains 10035 members 
Mstep: Class 6 contains 9554 members 
Mstep: Class 7 contains 14338 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18543 members 
Mstep: Class 10 contains 173454 members 
Mstep: Class 11 contains 11399 members 
Mstep: Class 12 contains 178923 members 
Mstep: Class 13 contains 71591 members 
Mstep: Class 14 contains 1563 members 
Mstep: Class 15 contains 7455 members 
Mstep: Class 16 contains 13741 members 
Mstep: Class 17 contains 135223 members 
Mstep: Class 18 contains 98099 members 
Mstep: Class 19 contains 20050 members 
Mstep: Class 20 contains 93222 members 
Mstep: Class 21 contains 73930 members 
Mstep: Class 22 contains 15149 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5057 members 
Mstep: Class 25 contains 12555 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 47945 members 
Mstep: Class 28 contains 19910 members 
Mstep: Class 29 contains 6647 members 
Mstep: Class 30 contains 18659 members 
Mstep: Class 31 contains 8775 members 
Mstep: Class 32 contains 69100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150905648.000000 Penalty: 111174.281250
Iteration 78Q: 33 clusters Score -1.509056e+08 nChanged 931
Entering ConstructFrom: 
Score: -150905648.000000 Penalty: 111174.281250
Entering ConstructFrom: 
Trying to split cluster 1 (678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Entering Unmasked Estep 
Score: -76456.335938 Penalty: 1616.748535
	Iteration 0F: 2 clusters Score -76456.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74904.734375 Penalty: 3233.497070
	Iteration 0F: 3 clusters Score -74904.73 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75090.570312 Penalty: 3233.497070
	Iteration 1F: 3 clusters Score -75090.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -75147.203125 Penalty: 3233.497070
	Iteration 2Q: 3 clusters Score -75147.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75173.679688 Penalty: 3233.497070
	Iteration 3Q: 3 clusters Score -75173.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75187.781250 Penalty: 3233.497070
	Iteration 4Q: 3 clusters Score -75187.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75202.906250 Penalty: 3233.497070
	Iteration 5Q: 3 clusters Score -75202.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75209.406250 Penalty: 3233.497070
	Iteration 6Q: 3 clusters Score -75209.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75212.507812 Penalty: 3233.497070
	Iteration 7Q: 3 clusters Score -75212.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75212.507812 Penalty: 3233.497070
	Iteration 8F: 3 clusters Score -75212.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Entering Unmasked Estep 
Score: -3560130.750000 Penalty: 2538.773682
	Iteration 0F: 2 clusters Score -3560131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -3540821.000000 Penalty: 5077.547363
	Iteration 0F: 3 clusters Score -3540821 nChanged 12664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -3547698.250000 Penalty: 5077.547363
	Iteration 1F: 3 clusters Score -3547698 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -3548243.750000 Penalty: 5077.547363
	Iteration 2F: 3 clusters Score -3548244 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -3549008.250000 Penalty: 5077.547363
	Iteration 3Q: 3 clusters Score -3549008 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -3550372.250000 Penalty: 5077.547363
	Iteration 4F: 3 clusters Score -3550372 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -3552638.000000 Penalty: 5077.547363
	Iteration 5F: 3 clusters Score -3552638 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3554476.000000 Penalty: 5077.547363
	Iteration 6F: 3 clusters Score -3554476 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -3556413.750000 Penalty: 5077.547363
	Iteration 7F: 3 clusters Score -3556414 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3559115.500000 Penalty: 5077.547363
	Iteration 8F: 3 clusters Score -3559116 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3562481.500000 Penalty: 5077.547363
	Iteration 9F: 3 clusters Score -3562482 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3564645.750000 Penalty: 5077.547363
	Iteration 10F: 3 clusters Score -3564646 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3565355.000000 Penalty: 5077.547363
	Iteration 11Q: 3 clusters Score -3565355 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3565539.750000 Penalty: 5077.547363
	Iteration 12Q: 3 clusters Score -3565540 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3565625.250000 Penalty: 5077.547363
	Iteration 13Q: 3 clusters Score -3565625 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3565692.500000 Penalty: 5077.547363
	Iteration 14Q: 3 clusters Score -3565692 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3565724.500000 Penalty: 5077.547363
	Iteration 15Q: 3 clusters Score -3565724 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -3565746.000000 Penalty: 5077.547363
	Iteration 16Q: 3 clusters Score -3565746 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3565769.750000 Penalty: 5077.547363
	Iteration 17Q: 3 clusters Score -3565770 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -3565775.250000 Penalty: 5077.547363
	Iteration 18Q: 3 clusters Score -3565775 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3565795.250000 Penalty: 5077.547363
	Iteration 19Q: 3 clusters Score -3565795 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3565815.000000 Penalty: 5077.547363
	Iteration 20F: 3 clusters Score -3565815 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3565844.500000 Penalty: 5077.547363
	Iteration 21Q: 3 clusters Score -3565844 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3565853.500000 Penalty: 5077.547363
	Iteration 22Q: 3 clusters Score -3565854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -3565861.250000 Penalty: 5077.547363
	Iteration 23Q: 3 clusters Score -3565861 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -3565880.000000 Penalty: 5077.547363
	Iteration 24Q: 3 clusters Score -3565880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3565872.250000 Penalty: 5077.547363
	Iteration 25Q: 3 clusters Score -3565872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -3565890.500000 Penalty: 5077.547363
	Iteration 26Q: 3 clusters Score -3565890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -3565892.000000 Penalty: 5077.547363
	Iteration 27Q: 3 clusters Score -3565892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -3565895.000000 Penalty: 5077.547363
	Iteration 28Q: 3 clusters Score -3565895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -3565904.250000 Penalty: 5077.547363
	Iteration 29Q: 3 clusters Score -3565904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -3565907.000000 Penalty: 5077.547363
	Iteration 30Q: 3 clusters Score -3565907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -3565905.750000 Penalty: 5077.547363
	Iteration 31Q: 3 clusters Score -3565906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -3565906.000000 Penalty: 5077.547363
	Iteration 32Q: 3 clusters Score -3565906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -3565906.250000 Penalty: 5077.547363
	Iteration 33Q: 3 clusters Score -3565906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -3565906.250000 Penalty: 5077.547363
	Iteration 34Q: 3 clusters Score -3565906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -3565901.500000 Penalty: 5077.547363
	Iteration 35Q: 3 clusters Score -3565902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3565904.500000 Penalty: 5077.547363
	Iteration 36Q: 3 clusters Score -3565904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -3565903.750000 Penalty: 5077.547363
	Iteration 37Q: 3 clusters Score -3565904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3565904.250000 Penalty: 5077.547363
	Iteration 38Q: 3 clusters Score -3565904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3565902.750000 Penalty: 5077.547363
	Iteration 39Q: 3 clusters Score -3565903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3565902.750000 Penalty: 5077.547363
	Iteration 40F: 3 clusters Score -3565903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 10035 members 
Mstep: Class 6 contains 9554 members 
Mstep: Class 7 contains 14351 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18528 members 
Mstep: Class 10 contains 173436 members 
Mstep: Class 11 contains 11399 members 
Mstep: Class 12 contains 178979 members 
Mstep: Class 13 contains 71271 members 
Mstep: Class 14 contains 1560 members 
Mstep: Class 15 contains 7459 members 
Mstep: Class 16 contains 13764 members 
Mstep: Class 17 contains 135139 members 
Mstep: Class 18 contains 98103 members 
Mstep: Class 19 contains 20055 members 
Mstep: Class 20 contains 93210 members 
Mstep: Class 21 contains 73915 members 
Mstep: Class 22 contains 15145 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5061 members 
Mstep: Class 25 contains 12556 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 47963 members 
Mstep: Class 28 contains 19897 members 
Mstep: Class 29 contains 6624 members 
Mstep: Class 30 contains 18660 members 
Mstep: Class 31 contains 8773 members 
Mstep: Class 32 contains 69475 members 
Mstep: Class 33 contains 17244 members 
Entering Unmasked Estep 
Score: -150910016.000000 Penalty: 114648.476562
Splitting cluster 2 changes total score from -150905648.000000 to -150910016.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 3 (7296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Entering Unmasked Estep 
Score: -888349.187500 Penalty: 2205.980225
	Iteration 0F: 2 clusters Score -888349.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -882455.437500 Penalty: 4411.960449
	Iteration 0F: 3 clusters Score -882455.4 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -883979.500000 Penalty: 4411.960449
	Iteration 1F: 3 clusters Score -883979.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -884239.875000 Penalty: 4411.960449
	Iteration 2F: 3 clusters Score -884239.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -884407.750000 Penalty: 4411.960449
	Iteration 3Q: 3 clusters Score -884407.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -884515.625000 Penalty: 4411.960449
	Iteration 4Q: 3 clusters Score -884515.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -884600.500000 Penalty: 4411.960449
	Iteration 5Q: 3 clusters Score -884600.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -884687.312500 Penalty: 4411.960449
	Iteration 6Q: 3 clusters Score -884687.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -884772.250000 Penalty: 4411.960449
	Iteration 7Q: 3 clusters Score -884772.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -884859.187500 Penalty: 4411.960449
	Iteration 8Q: 3 clusters Score -884859.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -884957.937500 Penalty: 4411.960449
	Iteration 9Q: 3 clusters Score -884957.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -885048.375000 Penalty: 4411.960449
	Iteration 10Q: 3 clusters Score -885048.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -885139.750000 Penalty: 4411.960449
	Iteration 11Q: 3 clusters Score -885139.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -885231.187500 Penalty: 4411.960449
	Iteration 12Q: 3 clusters Score -885231.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -885322.187500 Penalty: 4411.960449
	Iteration 13Q: 3 clusters Score -885322.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -885434.125000 Penalty: 4411.960449
	Iteration 14Q: 3 clusters Score -885434.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -885572.937500 Penalty: 4411.960449
	Iteration 15Q: 3 clusters Score -885572.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -885716.687500 Penalty: 4411.960449
	Iteration 16Q: 3 clusters Score -885716.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -885866.187500 Penalty: 4411.960449
	Iteration 17Q: 3 clusters Score -885866.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -886026.312500 Penalty: 4411.960449
	Iteration 18Q: 3 clusters Score -886026.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -886129.000000 Penalty: 4411.960449
	Iteration 19Q: 3 clusters Score -886129 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -886218.125000 Penalty: 4411.960449
	Iteration 20F: 3 clusters Score -886218.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -886288.625000 Penalty: 4411.960449
	Iteration 21Q: 3 clusters Score -886288.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -886330.312500 Penalty: 4411.960449
	Iteration 22Q: 3 clusters Score -886330.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -886363.250000 Penalty: 4411.960449
	Iteration 23Q: 3 clusters Score -886363.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -886385.500000 Penalty: 4411.960449
	Iteration 24Q: 3 clusters Score -886385.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -886407.687500 Penalty: 4411.960449
	Iteration 25Q: 3 clusters Score -886407.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -886425.312500 Penalty: 4411.960449
	Iteration 26Q: 3 clusters Score -886425.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -886440.000000 Penalty: 4411.960449
	Iteration 27Q: 3 clusters Score -886440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -886458.250000 Penalty: 4411.960449
	Iteration 28Q: 3 clusters Score -886458.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -886466.062500 Penalty: 4411.960449
	Iteration 29Q: 3 clusters Score -886466.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -886473.812500 Penalty: 4411.960449
	Iteration 30Q: 3 clusters Score -886473.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -886481.312500 Penalty: 4411.960449
	Iteration 31Q: 3 clusters Score -886481.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -886485.750000 Penalty: 4411.960449
	Iteration 32Q: 3 clusters Score -886485.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -886491.250000 Penalty: 4411.960449
	Iteration 33Q: 3 clusters Score -886491.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -886504.812500 Penalty: 4411.960449
	Iteration 34Q: 3 clusters Score -886504.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -886515.062500 Penalty: 4411.960449
	Iteration 35Q: 3 clusters Score -886515.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -886518.250000 Penalty: 4411.960449
	Iteration 36Q: 3 clusters Score -886518.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -886524.937500 Penalty: 4411.960449
	Iteration 37Q: 3 clusters Score -886524.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -886535.312500 Penalty: 4411.960449
	Iteration 38Q: 3 clusters Score -886535.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -886545.812500 Penalty: 4411.960449
	Iteration 39Q: 3 clusters Score -886545.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -886550.687500 Penalty: 4411.960449
	Iteration 40F: 3 clusters Score -886550.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -886554.125000 Penalty: 4411.960449
	Iteration 41Q: 3 clusters Score -886554.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -886559.500000 Penalty: 4411.960449
	Iteration 42Q: 3 clusters Score -886559.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -886561.437500 Penalty: 4411.960449
	Iteration 43Q: 3 clusters Score -886561.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -886564.062500 Penalty: 4411.960449
	Iteration 44Q: 3 clusters Score -886564.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -886568.000000 Penalty: 4411.960449
	Iteration 45Q: 3 clusters Score -886568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -886569.187500 Penalty: 4411.960449
	Iteration 46Q: 3 clusters Score -886569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -886569.625000 Penalty: 4411.960449
	Iteration 47Q: 3 clusters Score -886569.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -886572.000000 Penalty: 4411.960449
	Iteration 48Q: 3 clusters Score -886572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -886573.562500 Penalty: 4411.960449
	Iteration 49Q: 3 clusters Score -886573.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -886578.125000 Penalty: 4411.960449
	Iteration 50Q: 3 clusters Score -886578.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -886579.687500 Penalty: 4411.960449
	Iteration 51Q: 3 clusters Score -886579.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -886582.250000 Penalty: 4411.960449
	Iteration 52Q: 3 clusters Score -886582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -886583.062500 Penalty: 4411.960449
	Iteration 53Q: 3 clusters Score -886583.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -886586.687500 Penalty: 4411.960449
	Iteration 54Q: 3 clusters Score -886586.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -886590.187500 Penalty: 4411.960449
	Iteration 55Q: 3 clusters Score -886590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -886591.375000 Penalty: 4411.960449
	Iteration 56Q: 3 clusters Score -886591.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -886591.875000 Penalty: 4411.960449
	Iteration 57Q: 3 clusters Score -886591.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -886591.625000 Penalty: 4411.960449
	Iteration 58Q: 3 clusters Score -886591.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -886593.250000 Penalty: 4411.960449
	Iteration 59Q: 3 clusters Score -886593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -886594.625000 Penalty: 4411.960449
	Iteration 60F: 3 clusters Score -886594.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -886593.812500 Penalty: 4411.960449
	Iteration 61Q: 3 clusters Score -886593.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -886595.375000 Penalty: 4411.960449
	Iteration 62Q: 3 clusters Score -886595.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -886595.125000 Penalty: 4411.960449
	Iteration 63Q: 3 clusters Score -886595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -886597.062500 Penalty: 4411.960449
	Iteration 64Q: 3 clusters Score -886597.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -886597.062500 Penalty: 4411.960449
	Iteration 65F: 3 clusters Score -886597.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Entering Unmasked Estep 
Score: -1830473.500000 Penalty: 2382.827637
	Iteration 0F: 2 clusters Score -1830474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1819748.875000 Penalty: 4765.655273
	Iteration 0F: 3 clusters Score -1819749 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1823160.250000 Penalty: 4765.655273
	Iteration 1F: 3 clusters Score -1823160 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1823528.375000 Penalty: 4765.655273
	Iteration 2F: 3 clusters Score -1823528 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1823841.250000 Penalty: 4765.655273
	Iteration 3Q: 3 clusters Score -1823841 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1824159.000000 Penalty: 4765.655273
	Iteration 4Q: 3 clusters Score -1824159 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1824528.750000 Penalty: 4765.655273
	Iteration 5Q: 3 clusters Score -1824529 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1824942.625000 Penalty: 4765.655273
	Iteration 6Q: 3 clusters Score -1824943 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1825333.625000 Penalty: 4765.655273
	Iteration 7Q: 3 clusters Score -1825334 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1825731.625000 Penalty: 4765.655273
	Iteration 8Q: 3 clusters Score -1825732 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1826128.375000 Penalty: 4765.655273
	Iteration 9Q: 3 clusters Score -1826128 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1826535.625000 Penalty: 4765.655273
	Iteration 10Q: 3 clusters Score -1826536 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1826853.375000 Penalty: 4765.655273
	Iteration 11Q: 3 clusters Score -1826853 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1827088.500000 Penalty: 4765.655273
	Iteration 12Q: 3 clusters Score -1827088 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1827265.875000 Penalty: 4765.655273
	Iteration 13Q: 3 clusters Score -1827266 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1827396.125000 Penalty: 4765.655273
	Iteration 14Q: 3 clusters Score -1827396 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1827471.125000 Penalty: 4765.655273
	Iteration 15Q: 3 clusters Score -1827471 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1827533.125000 Penalty: 4765.655273
	Iteration 16Q: 3 clusters Score -1827533 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1827584.625000 Penalty: 4765.655273
	Iteration 17Q: 3 clusters Score -1827585 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1827623.375000 Penalty: 4765.655273
	Iteration 18Q: 3 clusters Score -1827623 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1827645.500000 Penalty: 4765.655273
	Iteration 19Q: 3 clusters Score -1827646 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1827664.500000 Penalty: 4765.655273
	Iteration 20F: 3 clusters Score -1827664 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1827678.125000 Penalty: 4765.655273
	Iteration 21Q: 3 clusters Score -1827678 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1827694.000000 Penalty: 4765.655273
	Iteration 22Q: 3 clusters Score -1827694 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1827706.125000 Penalty: 4765.655273
	Iteration 23Q: 3 clusters Score -1827706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1827719.750000 Penalty: 4765.655273
	Iteration 24Q: 3 clusters Score -1827720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1827732.250000 Penalty: 4765.655273
	Iteration 25Q: 3 clusters Score -1827732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1827746.375000 Penalty: 4765.655273
	Iteration 26Q: 3 clusters Score -1827746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1827751.125000 Penalty: 4765.655273
	Iteration 27Q: 3 clusters Score -1827751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1827755.625000 Penalty: 4765.655273
	Iteration 28Q: 3 clusters Score -1827756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1827764.375000 Penalty: 4765.655273
	Iteration 29Q: 3 clusters Score -1827764 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1827765.500000 Penalty: 4765.655273
	Iteration 30Q: 3 clusters Score -1827766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1827776.000000 Penalty: 4765.655273
	Iteration 31Q: 3 clusters Score -1827776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1827779.875000 Penalty: 4765.655273
	Iteration 32Q: 3 clusters Score -1827780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1827789.625000 Penalty: 4765.655273
	Iteration 33Q: 3 clusters Score -1827790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1827790.250000 Penalty: 4765.655273
	Iteration 34Q: 3 clusters Score -1827790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1827799.625000 Penalty: 4765.655273
	Iteration 35Q: 3 clusters Score -1827800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1827803.125000 Penalty: 4765.655273
	Iteration 36Q: 3 clusters Score -1827803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1827802.625000 Penalty: 4765.655273
	Iteration 37Q: 3 clusters Score -1827803 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1827810.500000 Penalty: 4765.655273
	Iteration 38Q: 3 clusters Score -1827810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1827817.250000 Penalty: 4765.655273
	Iteration 39Q: 3 clusters Score -1827817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1827817.500000 Penalty: 4765.655273
	Iteration 40F: 3 clusters Score -1827818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1827821.000000 Penalty: 4765.655273
	Iteration 41Q: 3 clusters Score -1827821 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1827825.375000 Penalty: 4765.655273
	Iteration 42Q: 3 clusters Score -1827825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1827838.500000 Penalty: 4765.655273
	Iteration 43Q: 3 clusters Score -1827838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1827837.125000 Penalty: 4765.655273
	Iteration 44Q: 3 clusters Score -1827837 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1827841.750000 Penalty: 4765.655273
	Iteration 45Q: 3 clusters Score -1827842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1827850.000000 Penalty: 4765.655273
	Iteration 46Q: 3 clusters Score -1827850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1827859.250000 Penalty: 4765.655273
	Iteration 47Q: 3 clusters Score -1827859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1827860.875000 Penalty: 4765.655273
	Iteration 48Q: 3 clusters Score -1827861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1827871.625000 Penalty: 4765.655273
	Iteration 49Q: 3 clusters Score -1827872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1827875.000000 Penalty: 4765.655273
	Iteration 50Q: 3 clusters Score -1827875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1827878.250000 Penalty: 4765.655273
	Iteration 51Q: 3 clusters Score -1827878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1827883.000000 Penalty: 4765.655273
	Iteration 52Q: 3 clusters Score -1827883 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1827884.875000 Penalty: 4765.655273
	Iteration 53Q: 3 clusters Score -1827885 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1827891.375000 Penalty: 4765.655273
	Iteration 54Q: 3 clusters Score -1827891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1827895.125000 Penalty: 4765.655273
	Iteration 55Q: 3 clusters Score -1827895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1827895.500000 Penalty: 4765.655273
	Iteration 56Q: 3 clusters Score -1827896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1827900.500000 Penalty: 4765.655273
	Iteration 57Q: 3 clusters Score -1827900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1827904.875000 Penalty: 4765.655273
	Iteration 58Q: 3 clusters Score -1827905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1827907.000000 Penalty: 4765.655273
	Iteration 59Q: 3 clusters Score -1827907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1827913.125000 Penalty: 4765.655273
	Iteration 60F: 3 clusters Score -1827913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1827912.250000 Penalty: 4765.655273
	Iteration 61Q: 3 clusters Score -1827912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1827919.250000 Penalty: 4765.655273
	Iteration 62Q: 3 clusters Score -1827919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1827919.750000 Penalty: 4765.655273
	Iteration 63Q: 3 clusters Score -1827920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1827919.500000 Penalty: 4765.655273
	Iteration 64Q: 3 clusters Score -1827920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1827923.875000 Penalty: 4765.655273
	Iteration 65Q: 3 clusters Score -1827924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1827922.125000 Penalty: 4765.655273
	Iteration 66Q: 3 clusters Score -1827922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1827924.000000 Penalty: 4765.655273
	Iteration 67Q: 3 clusters Score -1827924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1827925.125000 Penalty: 4765.655273
	Iteration 68Q: 3 clusters Score -1827925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1827926.375000 Penalty: 4765.655273
	Iteration 69Q: 3 clusters Score -1827926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1827926.000000 Penalty: 4765.655273
	Iteration 70Q: 3 clusters Score -1827926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1827925.375000 Penalty: 4765.655273
	Iteration 71Q: 3 clusters Score -1827925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1827927.750000 Penalty: 4765.655273
	Iteration 72Q: 3 clusters Score -1827928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1827929.500000 Penalty: 4765.655273
	Iteration 73Q: 3 clusters Score -1827930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1827927.875000 Penalty: 4765.655273
	Iteration 74Q: 3 clusters Score -1827928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1827930.500000 Penalty: 4765.655273
	Iteration 75Q: 3 clusters Score -1827930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1827933.000000 Penalty: 4765.655273
	Iteration 76Q: 3 clusters Score -1827933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1827930.125000 Penalty: 4765.655273
	Iteration 77Q: 3 clusters Score -1827930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1827932.000000 Penalty: 4765.655273
	Iteration 78Q: 3 clusters Score -1827932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1827934.625000 Penalty: 4765.655273
	Iteration 79Q: 3 clusters Score -1827935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1827936.250000 Penalty: 4765.655273
	Iteration 80F: 3 clusters Score -1827936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1827935.750000 Penalty: 4765.655273
	Iteration 81Q: 3 clusters Score -1827936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1827941.000000 Penalty: 4765.655273
	Iteration 82Q: 3 clusters Score -1827941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1827941.125000 Penalty: 4765.655273
	Iteration 83Q: 3 clusters Score -1827941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1827945.000000 Penalty: 4765.655273
	Iteration 84Q: 3 clusters Score -1827945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1827946.375000 Penalty: 4765.655273
	Iteration 85Q: 3 clusters Score -1827946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1827948.875000 Penalty: 4765.655273
	Iteration 86Q: 3 clusters Score -1827949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1827951.125000 Penalty: 4765.655273
	Iteration 87Q: 3 clusters Score -1827951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1827952.000000 Penalty: 4765.655273
	Iteration 88Q: 3 clusters Score -1827952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1827952.500000 Penalty: 4765.655273
	Iteration 89Q: 3 clusters Score -1827952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1827952.500000 Penalty: 4765.655273
	Iteration 90F: 3 clusters Score -1827952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Entering Unmasked Estep 
Score: -1201422.250000 Penalty: 2285.030762
	Iteration 0F: 2 clusters Score -1201422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1193753.625000 Penalty: 4570.061523
	Iteration 0F: 3 clusters Score -1193754 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1196744.125000 Penalty: 4570.061523
	Iteration 1F: 3 clusters Score -1196744 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1197629.875000 Penalty: 4570.061523
	Iteration 2F: 3 clusters Score -1197630 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1198366.125000 Penalty: 4570.061523
	Iteration 3F: 3 clusters Score -1198366 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1198975.875000 Penalty: 4570.061523
	Iteration 4F: 3 clusters Score -1198976 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1199574.750000 Penalty: 4570.061523
	Iteration 5F: 3 clusters Score -1199575 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1200118.750000 Penalty: 4570.061523
	Iteration 6F: 3 clusters Score -1200119 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1200539.375000 Penalty: 4570.061523
	Iteration 7Q: 3 clusters Score -1200539 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1200833.375000 Penalty: 4570.061523
	Iteration 8Q: 3 clusters Score -1200833 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1200992.750000 Penalty: 4570.061523
	Iteration 9Q: 3 clusters Score -1200993 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1201125.750000 Penalty: 4570.061523
	Iteration 10Q: 3 clusters Score -1201126 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1201226.375000 Penalty: 4570.061523
	Iteration 11Q: 3 clusters Score -1201226 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1201304.500000 Penalty: 4570.061523
	Iteration 12Q: 3 clusters Score -1201304 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1201364.375000 Penalty: 4570.061523
	Iteration 13Q: 3 clusters Score -1201364 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1201403.875000 Penalty: 4570.061523
	Iteration 14Q: 3 clusters Score -1201404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1201451.250000 Penalty: 4570.061523
	Iteration 15Q: 3 clusters Score -1201451 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1201543.000000 Penalty: 4570.061523
	Iteration 16Q: 3 clusters Score -1201543 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1201689.000000 Penalty: 4570.061523
	Iteration 17Q: 3 clusters Score -1201689 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1201796.000000 Penalty: 4570.061523
	Iteration 18Q: 3 clusters Score -1201796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1201837.125000 Penalty: 4570.061523
	Iteration 19Q: 3 clusters Score -1201837 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1201854.250000 Penalty: 4570.061523
	Iteration 20F: 3 clusters Score -1201854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1201861.500000 Penalty: 4570.061523
	Iteration 21Q: 3 clusters Score -1201862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1201864.375000 Penalty: 4570.061523
	Iteration 22Q: 3 clusters Score -1201864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1201870.125000 Penalty: 4570.061523
	Iteration 23Q: 3 clusters Score -1201870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1201873.875000 Penalty: 4570.061523
	Iteration 24Q: 3 clusters Score -1201874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1201876.000000 Penalty: 4570.061523
	Iteration 25Q: 3 clusters Score -1201876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1201877.000000 Penalty: 4570.061523
	Iteration 26Q: 3 clusters Score -1201877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1201877.750000 Penalty: 4570.061523
	Iteration 27Q: 3 clusters Score -1201878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1201878.125000 Penalty: 4570.061523
	Iteration 28Q: 3 clusters Score -1201878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1201880.250000 Penalty: 4570.061523
	Iteration 29Q: 3 clusters Score -1201880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1201882.125000 Penalty: 4570.061523
	Iteration 30Q: 3 clusters Score -1201882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1201882.125000 Penalty: 4570.061523
	Iteration 31F: 3 clusters Score -1201882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 9554 members 
Mstep: Class 7 contains 14351 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18528 members 
Mstep: Class 10 contains 173436 members 
Mstep: Class 11 contains 11399 members 
Mstep: Class 12 contains 178979 members 
Mstep: Class 13 contains 71271 members 
Mstep: Class 14 contains 1560 members 
Mstep: Class 15 contains 7459 members 
Mstep: Class 16 contains 13764 members 
Mstep: Class 17 contains 135139 members 
Mstep: Class 18 contains 98103 members 
Mstep: Class 19 contains 20055 members 
Mstep: Class 20 contains 93210 members 
Mstep: Class 21 contains 73915 members 
Mstep: Class 22 contains 15145 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5061 members 
Mstep: Class 25 contains 12556 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 47963 members 
Mstep: Class 28 contains 19897 members 
Mstep: Class 29 contains 6624 members 
Mstep: Class 30 contains 18660 members 
Mstep: Class 31 contains 8773 members 
Mstep: Class 32 contains 69475 members 
Mstep: Class 33 contains 17244 members 
Mstep: Class 34 contains 8434 members 
Entering Unmasked Estep 
Score: -150909216.000000 Penalty: 118122.671875
Splitting cluster 5 changes total score from -150905648.000000 to -150909216.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 6 (9554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Entering Unmasked Estep 
Score: -1243479.625000 Penalty: 2272.849365
	Iteration 0F: 2 clusters Score -1243480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1236123.375000 Penalty: 4545.698730
	Iteration 0F: 3 clusters Score -1236123 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1238258.125000 Penalty: 4545.698730
	Iteration 1F: 3 clusters Score -1238258 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1238592.375000 Penalty: 4545.698730
	Iteration 2F: 3 clusters Score -1238592 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1238841.250000 Penalty: 4545.698730
	Iteration 3F: 3 clusters Score -1238841 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1239092.250000 Penalty: 4545.698730
	Iteration 4Q: 3 clusters Score -1239092 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1239384.250000 Penalty: 4545.698730
	Iteration 5Q: 3 clusters Score -1239384 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1239771.250000 Penalty: 4545.698730
	Iteration 6F: 3 clusters Score -1239771 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1240210.500000 Penalty: 4545.698730
	Iteration 7F: 3 clusters Score -1240210 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1240646.875000 Penalty: 4545.698730
	Iteration 8F: 3 clusters Score -1240647 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1241034.000000 Penalty: 4545.698730
	Iteration 9Q: 3 clusters Score -1241034 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1241382.625000 Penalty: 4545.698730
	Iteration 10Q: 3 clusters Score -1241383 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1241650.250000 Penalty: 4545.698730
	Iteration 11Q: 3 clusters Score -1241650 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1241862.250000 Penalty: 4545.698730
	Iteration 12Q: 3 clusters Score -1241862 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1242046.250000 Penalty: 4545.698730
	Iteration 13Q: 3 clusters Score -1242046 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1242165.250000 Penalty: 4545.698730
	Iteration 14Q: 3 clusters Score -1242165 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1242232.625000 Penalty: 4545.698730
	Iteration 15Q: 3 clusters Score -1242233 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1242280.750000 Penalty: 4545.698730
	Iteration 16Q: 3 clusters Score -1242281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1242305.000000 Penalty: 4545.698730
	Iteration 17Q: 3 clusters Score -1242305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1242322.250000 Penalty: 4545.698730
	Iteration 18Q: 3 clusters Score -1242322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1242347.000000 Penalty: 4545.698730
	Iteration 19Q: 3 clusters Score -1242347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1242364.750000 Penalty: 4545.698730
	Iteration 20F: 3 clusters Score -1242365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1242378.500000 Penalty: 4545.698730
	Iteration 21Q: 3 clusters Score -1242378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1242392.125000 Penalty: 4545.698730
	Iteration 22Q: 3 clusters Score -1242392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1242410.000000 Penalty: 4545.698730
	Iteration 23Q: 3 clusters Score -1242410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1242420.875000 Penalty: 4545.698730
	Iteration 24Q: 3 clusters Score -1242421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1242424.750000 Penalty: 4545.698730
	Iteration 25Q: 3 clusters Score -1242425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1242431.750000 Penalty: 4545.698730
	Iteration 26Q: 3 clusters Score -1242432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1242432.750000 Penalty: 4545.698730
	Iteration 27Q: 3 clusters Score -1242433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1242434.750000 Penalty: 4545.698730
	Iteration 28Q: 3 clusters Score -1242435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1242436.875000 Penalty: 4545.698730
	Iteration 29Q: 3 clusters Score -1242437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1242436.750000 Penalty: 4545.698730
	Iteration 30Q: 3 clusters Score -1242437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1242437.875000 Penalty: 4545.698730
	Iteration 31Q: 3 clusters Score -1242438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1242438.250000 Penalty: 4545.698730
	Iteration 32Q: 3 clusters Score -1242438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1242438.625000 Penalty: 4545.698730
	Iteration 33Q: 3 clusters Score -1242439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1242439.750000 Penalty: 4545.698730
	Iteration 34Q: 3 clusters Score -1242440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1242439.750000 Penalty: 4545.698730
	Iteration 35F: 3 clusters Score -1242440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Entering Unmasked Estep 
Score: -1784649.750000 Penalty: 2373.750732
	Iteration 0F: 2 clusters Score -1784650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1774220.750000 Penalty: 4747.501465
	Iteration 0F: 3 clusters Score -1774221 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1777563.875000 Penalty: 4747.501465
	Iteration 1F: 3 clusters Score -1777564 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1778087.250000 Penalty: 4747.501465
	Iteration 2F: 3 clusters Score -1778087 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1778653.500000 Penalty: 4747.501465
	Iteration 3F: 3 clusters Score -1778654 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1779366.125000 Penalty: 4747.501465
	Iteration 4F: 3 clusters Score -1779366 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1780390.000000 Penalty: 4747.501465
	Iteration 5F: 3 clusters Score -1780390 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1781773.750000 Penalty: 4747.501465
	Iteration 6F: 3 clusters Score -1781774 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1783349.000000 Penalty: 4747.501465
	Iteration 7F: 3 clusters Score -1783349 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1784720.125000 Penalty: 4747.501465
	Iteration 8F: 3 clusters Score -1784720 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1785964.250000 Penalty: 4747.501465
	Iteration 9F: 3 clusters Score -1785964 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1786361.875000 Penalty: 4747.501465
	Iteration 10Q: 3 clusters Score -1786362 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1786426.625000 Penalty: 4747.501465
	Iteration 11Q: 3 clusters Score -1786427 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1786451.750000 Penalty: 4747.501465
	Iteration 12Q: 3 clusters Score -1786452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1786457.875000 Penalty: 4747.501465
	Iteration 13Q: 3 clusters Score -1786458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1786461.125000 Penalty: 4747.501465
	Iteration 14Q: 3 clusters Score -1786461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1786471.375000 Penalty: 4747.501465
	Iteration 15Q: 3 clusters Score -1786471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1786473.000000 Penalty: 4747.501465
	Iteration 16Q: 3 clusters Score -1786473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1786475.250000 Penalty: 4747.501465
	Iteration 17Q: 3 clusters Score -1786475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1786479.375000 Penalty: 4747.501465
	Iteration 18Q: 3 clusters Score -1786479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1786479.000000 Penalty: 4747.501465
	Iteration 19Q: 3 clusters Score -1786479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1786481.250000 Penalty: 4747.501465
	Iteration 20F: 3 clusters Score -1786481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1786476.500000 Penalty: 4747.501465
	Iteration 21Q: 3 clusters Score -1786476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1786480.375000 Penalty: 4747.501465
	Iteration 22Q: 3 clusters Score -1786480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1786480.375000 Penalty: 4747.501465
	Iteration 23F: 3 clusters Score -1786480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 9554 members 
Mstep: Class 7 contains 6830 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 18528 members 
Mstep: Class 10 contains 173436 members 
Mstep: Class 11 contains 11399 members 
Mstep: Class 12 contains 178979 members 
Mstep: Class 13 contains 71271 members 
Mstep: Class 14 contains 1560 members 
Mstep: Class 15 contains 7459 members 
Mstep: Class 16 contains 13764 members 
Mstep: Class 17 contains 135139 members 
Mstep: Class 18 contains 98103 members 
Mstep: Class 19 contains 20055 members 
Mstep: Class 20 contains 93210 members 
Mstep: Class 21 contains 73915 members 
Mstep: Class 22 contains 15145 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5061 members 
Mstep: Class 25 contains 12556 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 47963 members 
Mstep: Class 28 contains 19897 members 
Mstep: Class 29 contains 6624 members 
Mstep: Class 30 contains 18660 members 
Mstep: Class 31 contains 8773 members 
Mstep: Class 32 contains 69475 members 
Mstep: Class 33 contains 17244 members 
Mstep: Class 34 contains 8434 members 
Mstep: Class 35 contains 7521 members 
Entering Unmasked Estep 
Score: -150910544.000000 Penalty: 121596.867188
Splitting cluster 7 changes total score from -150905648.000000 to -150910544.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 8 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -141604.265625 Penalty: 1802.692139
	Iteration 0F: 2 clusters Score -141604.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -139709.984375 Penalty: 3605.384277
	Iteration 0F: 3 clusters Score -139710 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -141662.328125 Penalty: 3605.384277
	Iteration 1F: 3 clusters Score -141662.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -142757.234375 Penalty: 3605.384277
	Iteration 2F: 3 clusters Score -142757.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -143038.062500 Penalty: 3605.384277
	Iteration 3F: 3 clusters Score -143038.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -143160.578125 Penalty: 3605.384277
	Iteration 4Q: 3 clusters Score -143160.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -143282.812500 Penalty: 3605.384277
	Iteration 5Q: 3 clusters Score -143282.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -143419.109375 Penalty: 3605.384277
	Iteration 6Q: 3 clusters Score -143419.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -143684.859375 Penalty: 3605.384277
	Iteration 7F: 3 clusters Score -143684.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -144002.109375 Penalty: 3605.384277
	Iteration 8Q: 3 clusters Score -144002.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -144455.578125 Penalty: 3605.384277
	Iteration 9Q: 3 clusters Score -144455.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -144552.062500 Penalty: 3605.384277
	Iteration 10Q: 3 clusters Score -144552.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -144661.062500 Penalty: 3605.384277
	Iteration 11Q: 3 clusters Score -144661.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -144712.312500 Penalty: 3605.384277
	Iteration 12Q: 3 clusters Score -144712.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -144737.890625 Penalty: 3605.384277
	Iteration 13Q: 3 clusters Score -144737.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -144764.203125 Penalty: 3605.384277
	Iteration 14Q: 3 clusters Score -144764.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -144781.984375 Penalty: 3605.384277
	Iteration 15Q: 3 clusters Score -144782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -144800.687500 Penalty: 3605.384277
	Iteration 16Q: 3 clusters Score -144800.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -144812.343750 Penalty: 3605.384277
	Iteration 17Q: 3 clusters Score -144812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -144829.750000 Penalty: 3605.384277
	Iteration 18F: 3 clusters Score -144829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -144870.109375 Penalty: 3605.384277
	Iteration 19Q: 3 clusters Score -144870.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -144870.109375 Penalty: 3605.384277
	Iteration 20F: 3 clusters Score -144870.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 9554 members 
Mstep: Class 7 contains 6830 members 
Mstep: Class 8 contains 663 members 
Mstep: Class 9 contains 18528 members 
Mstep: Class 10 contains 173436 members 
Mstep: Class 11 contains 11399 members 
Mstep: Class 12 contains 178979 members 
Mstep: Class 13 contains 71271 members 
Mstep: Class 14 contains 1560 members 
Mstep: Class 15 contains 7459 members 
Mstep: Class 16 contains 13764 members 
Mstep: Class 17 contains 135139 members 
Mstep: Class 18 contains 98103 members 
Mstep: Class 19 contains 20055 members 
Mstep: Class 20 contains 93210 members 
Mstep: Class 21 contains 73915 members 
Mstep: Class 22 contains 15145 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5061 members 
Mstep: Class 25 contains 12556 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 47963 members 
Mstep: Class 28 contains 19897 members 
Mstep: Class 29 contains 6624 members 
Mstep: Class 30 contains 18660 members 
Mstep: Class 31 contains 8773 members 
Mstep: Class 32 contains 69475 members 
Mstep: Class 33 contains 17244 members 
Mstep: Class 34 contains 8434 members 
Mstep: Class 35 contains 7521 members 
Mstep: Class 36 contains 772 members 
Entering Unmasked Estep 
Score: -150911872.000000 Penalty: 125071.062500
Splitting cluster 8 changes total score from -150905648.000000 to -150911872.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 9 (18528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Entering Unmasked Estep 
Score: -2252439.000000 Penalty: 2437.105713
	Iteration 0F: 2 clusters Score -2252439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2239361.750000 Penalty: 4874.211426
	Iteration 0F: 3 clusters Score -2239362 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2243794.250000 Penalty: 4874.211426
	Iteration 1F: 3 clusters Score -2243794 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2244276.250000 Penalty: 4874.211426
	Iteration 2F: 3 clusters Score -2244276 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2244707.250000 Penalty: 4874.211426
	Iteration 3F: 3 clusters Score -2244707 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2245109.750000 Penalty: 4874.211426
	Iteration 4Q: 3 clusters Score -2245110 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2245512.250000 Penalty: 4874.211426
	Iteration 5Q: 3 clusters Score -2245512 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2245941.000000 Penalty: 4874.211426
	Iteration 6Q: 3 clusters Score -2245941 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2246326.250000 Penalty: 4874.211426
	Iteration 7Q: 3 clusters Score -2246326 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2246675.250000 Penalty: 4874.211426
	Iteration 8Q: 3 clusters Score -2246675 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2246975.750000 Penalty: 4874.211426
	Iteration 9Q: 3 clusters Score -2246976 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2247277.750000 Penalty: 4874.211426
	Iteration 10Q: 3 clusters Score -2247278 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2247575.500000 Penalty: 4874.211426
	Iteration 11Q: 3 clusters Score -2247576 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2247831.000000 Penalty: 4874.211426
	Iteration 12Q: 3 clusters Score -2247831 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2248096.250000 Penalty: 4874.211426
	Iteration 13Q: 3 clusters Score -2248096 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2248290.000000 Penalty: 4874.211426
	Iteration 14Q: 3 clusters Score -2248290 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2248440.500000 Penalty: 4874.211426
	Iteration 15Q: 3 clusters Score -2248440 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2248558.250000 Penalty: 4874.211426
	Iteration 16Q: 3 clusters Score -2248558 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2248649.750000 Penalty: 4874.211426
	Iteration 17Q: 3 clusters Score -2248650 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2248710.750000 Penalty: 4874.211426
	Iteration 18Q: 3 clusters Score -2248711 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2248753.750000 Penalty: 4874.211426
	Iteration 19Q: 3 clusters Score -2248754 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2248807.500000 Penalty: 4874.211426
	Iteration 20F: 3 clusters Score -2248808 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2248849.250000 Penalty: 4874.211426
	Iteration 21Q: 3 clusters Score -2248849 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2248877.000000 Penalty: 4874.211426
	Iteration 22Q: 3 clusters Score -2248877 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2248931.500000 Penalty: 4874.211426
	Iteration 23Q: 3 clusters Score -2248932 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2248962.250000 Penalty: 4874.211426
	Iteration 24Q: 3 clusters Score -2248962 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2249012.750000 Penalty: 4874.211426
	Iteration 25Q: 3 clusters Score -2249013 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2249059.750000 Penalty: 4874.211426
	Iteration 26Q: 3 clusters Score -2249060 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2249107.750000 Penalty: 4874.211426
	Iteration 27Q: 3 clusters Score -2249108 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2249180.000000 Penalty: 4874.211426
	Iteration 28Q: 3 clusters Score -2249180 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2249231.000000 Penalty: 4874.211426
	Iteration 29Q: 3 clusters Score -2249231 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2249286.000000 Penalty: 4874.211426
	Iteration 30Q: 3 clusters Score -2249286 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2249332.000000 Penalty: 4874.211426
	Iteration 31Q: 3 clusters Score -2249332 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2249401.750000 Penalty: 4874.211426
	Iteration 32Q: 3 clusters Score -2249402 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2249465.500000 Penalty: 4874.211426
	Iteration 33Q: 3 clusters Score -2249466 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2249537.250000 Penalty: 4874.211426
	Iteration 34Q: 3 clusters Score -2249537 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2249593.500000 Penalty: 4874.211426
	Iteration 35Q: 3 clusters Score -2249594 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2249634.500000 Penalty: 4874.211426
	Iteration 36Q: 3 clusters Score -2249634 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2249686.250000 Penalty: 4874.211426
	Iteration 37Q: 3 clusters Score -2249686 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2249740.000000 Penalty: 4874.211426
	Iteration 38Q: 3 clusters Score -2249740 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2249789.500000 Penalty: 4874.211426
	Iteration 39Q: 3 clusters Score -2249790 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2249852.750000 Penalty: 4874.211426
	Iteration 40F: 3 clusters Score -2249853 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2249902.000000 Penalty: 4874.211426
	Iteration 41Q: 3 clusters Score -2249902 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2249958.750000 Penalty: 4874.211426
	Iteration 42Q: 3 clusters Score -2249959 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2250008.500000 Penalty: 4874.211426
	Iteration 43Q: 3 clusters Score -2250008 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2250047.000000 Penalty: 4874.211426
	Iteration 44Q: 3 clusters Score -2250047 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2250095.000000 Penalty: 4874.211426
	Iteration 45Q: 3 clusters Score -2250095 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2250144.250000 Penalty: 4874.211426
	Iteration 46Q: 3 clusters Score -2250144 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2250185.000000 Penalty: 4874.211426
	Iteration 47Q: 3 clusters Score -2250185 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2250223.750000 Penalty: 4874.211426
	Iteration 48Q: 3 clusters Score -2250224 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2250261.250000 Penalty: 4874.211426
	Iteration 49Q: 3 clusters Score -2250261 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2250299.750000 Penalty: 4874.211426
	Iteration 50Q: 3 clusters Score -2250300 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2250331.250000 Penalty: 4874.211426
	Iteration 51Q: 3 clusters Score -2250331 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2250365.000000 Penalty: 4874.211426
	Iteration 52Q: 3 clusters Score -2250365 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2250391.250000 Penalty: 4874.211426
	Iteration 53Q: 3 clusters Score -2250391 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2250415.500000 Penalty: 4874.211426
	Iteration 54Q: 3 clusters Score -2250416 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2250436.750000 Penalty: 4874.211426
	Iteration 55Q: 3 clusters Score -2250437 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2250459.000000 Penalty: 4874.211426
	Iteration 56Q: 3 clusters Score -2250459 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2250474.500000 Penalty: 4874.211426
	Iteration 57Q: 3 clusters Score -2250474 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2250484.000000 Penalty: 4874.211426
	Iteration 58Q: 3 clusters Score -2250484 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2250495.750000 Penalty: 4874.211426
	Iteration 59Q: 3 clusters Score -2250496 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2250506.000000 Penalty: 4874.211426
	Iteration 60F: 3 clusters Score -2250506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2250522.250000 Penalty: 4874.211426
	Iteration 61Q: 3 clusters Score -2250522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2250530.500000 Penalty: 4874.211426
	Iteration 62Q: 3 clusters Score -2250530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2250543.000000 Penalty: 4874.211426
	Iteration 63Q: 3 clusters Score -2250543 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2250545.750000 Penalty: 4874.211426
	Iteration 64Q: 3 clusters Score -2250546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2250554.750000 Penalty: 4874.211426
	Iteration 65Q: 3 clusters Score -2250555 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2250554.750000 Penalty: 4874.211426
	Iteration 66Q: 3 clusters Score -2250555 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2250571.250000 Penalty: 4874.211426
	Iteration 67Q: 3 clusters Score -2250571 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2250578.750000 Penalty: 4874.211426
	Iteration 68Q: 3 clusters Score -2250579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2250584.750000 Penalty: 4874.211426
	Iteration 69Q: 3 clusters Score -2250585 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2250595.000000 Penalty: 4874.211426
	Iteration 70Q: 3 clusters Score -2250595 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2250597.000000 Penalty: 4874.211426
	Iteration 71Q: 3 clusters Score -2250597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2250602.750000 Penalty: 4874.211426
	Iteration 72Q: 3 clusters Score -2250603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2250609.500000 Penalty: 4874.211426
	Iteration 73Q: 3 clusters Score -2250610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2250608.500000 Penalty: 4874.211426
	Iteration 74Q: 3 clusters Score -2250608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2250616.000000 Penalty: 4874.211426
	Iteration 75Q: 3 clusters Score -2250616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2250616.500000 Penalty: 4874.211426
	Iteration 76Q: 3 clusters Score -2250616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2250624.250000 Penalty: 4874.211426
	Iteration 77Q: 3 clusters Score -2250624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2250627.250000 Penalty: 4874.211426
	Iteration 78Q: 3 clusters Score -2250627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2250633.000000 Penalty: 4874.211426
	Iteration 79Q: 3 clusters Score -2250633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2250633.250000 Penalty: 4874.211426
	Iteration 80F: 3 clusters Score -2250633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2250636.250000 Penalty: 4874.211426
	Iteration 81Q: 3 clusters Score -2250636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2250636.000000 Penalty: 4874.211426
	Iteration 82Q: 3 clusters Score -2250636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2250636.250000 Penalty: 4874.211426
	Iteration 83Q: 3 clusters Score -2250636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2250635.000000 Penalty: 4874.211426
	Iteration 84Q: 3 clusters Score -2250635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2250639.000000 Penalty: 4874.211426
	Iteration 85Q: 3 clusters Score -2250639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2250640.250000 Penalty: 4874.211426
	Iteration 86Q: 3 clusters Score -2250640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2250646.250000 Penalty: 4874.211426
	Iteration 87Q: 3 clusters Score -2250646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2250643.000000 Penalty: 4874.211426
	Iteration 88Q: 3 clusters Score -2250643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2250645.500000 Penalty: 4874.211426
	Iteration 89Q: 3 clusters Score -2250646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2250651.750000 Penalty: 4874.211426
	Iteration 90Q: 3 clusters Score -2250652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2250654.750000 Penalty: 4874.211426
	Iteration 91Q: 3 clusters Score -2250655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2250663.000000 Penalty: 4874.211426
	Iteration 92Q: 3 clusters Score -2250663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2250664.500000 Penalty: 4874.211426
	Iteration 93Q: 3 clusters Score -2250664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2250671.750000 Penalty: 4874.211426
	Iteration 94Q: 3 clusters Score -2250672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2250679.750000 Penalty: 4874.211426
	Iteration 95Q: 3 clusters Score -2250680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2250683.250000 Penalty: 4874.211426
	Iteration 96Q: 3 clusters Score -2250683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2250689.250000 Penalty: 4874.211426
	Iteration 97Q: 3 clusters Score -2250689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2250690.000000 Penalty: 4874.211426
	Iteration 98Q: 3 clusters Score -2250690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2250689.750000 Penalty: 4874.211426
	Iteration 99Q: 3 clusters Score -2250690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2250690.750000 Penalty: 4874.211426
	Iteration 100F: 3 clusters Score -2250691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2250695.500000 Penalty: 4874.211426
	Iteration 101Q: 3 clusters Score -2250696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2250700.250000 Penalty: 4874.211426
	Iteration 102Q: 3 clusters Score -2250700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2250702.000000 Penalty: 4874.211426
	Iteration 103Q: 3 clusters Score -2250702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2250700.500000 Penalty: 4874.211426
	Iteration 104Q: 3 clusters Score -2250700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2250702.000000 Penalty: 4874.211426
	Iteration 105Q: 3 clusters Score -2250702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2250700.000000 Penalty: 4874.211426
	Iteration 106Q: 3 clusters Score -2250700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2250700.000000 Penalty: 4874.211426
	Iteration 107Q: 3 clusters Score -2250700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2250703.500000 Penalty: 4874.211426
	Iteration 108Q: 3 clusters Score -2250704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2250703.250000 Penalty: 4874.211426
	Iteration 109Q: 3 clusters Score -2250703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2250703.250000 Penalty: 4874.211426
	Iteration 110F: 3 clusters Score -2250703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (173436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173436 members 
Entering Unmasked Estep 
Score: -22442194.000000 Penalty: 2991.763916
	Iteration 0F: 2 clusters Score -2.244219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -22332224.000000 Penalty: 5983.527832
	Iteration 0F: 3 clusters Score -2.233222e+07 nChanged 83008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84332 members 
Mstep: Class 2 contains 89104 members 
Entering Unmasked Estep 
Score: -22381120.000000 Penalty: 5983.527832
	Iteration 1F: 3 clusters Score -2.238112e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83130 members 
Mstep: Class 2 contains 90306 members 
Entering Unmasked Estep 
Score: -22381944.000000 Penalty: 5983.527832
	Iteration 2Q: 3 clusters Score -2.238194e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81089 members 
Mstep: Class 2 contains 92347 members 
Entering Unmasked Estep 
Score: -22382958.000000 Penalty: 5983.527832
	Iteration 3Q: 3 clusters Score -2.238296e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77800 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -22384376.000000 Penalty: 5983.527832
	Iteration 4Q: 3 clusters Score -2.238438e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 100744 members 
Entering Unmasked Estep 
Score: -22386922.000000 Penalty: 5983.527832
	Iteration 5Q: 3 clusters Score -2.238692e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 108591 members 
Entering Unmasked Estep 
Score: -22391482.000000 Penalty: 5983.527832
	Iteration 6F: 3 clusters Score -2.239148e+07 nChanged 11973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 119342 members 
Entering Unmasked Estep 
Score: -22398466.000000 Penalty: 5983.527832
	Iteration 7F: 3 clusters Score -2.239847e+07 nChanged 13907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 132471 members 
Entering Unmasked Estep 
Score: -22408360.000000 Penalty: 5983.527832
	Iteration 8F: 3 clusters Score -2.240836e+07 nChanged 13889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 145996 members 
Entering Unmasked Estep 
Score: -22419378.000000 Penalty: 5983.527832
	Iteration 9F: 3 clusters Score -2.241938e+07 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 157010 members 
Entering Unmasked Estep 
Score: -22429088.000000 Penalty: 5983.527832
	Iteration 10F: 3 clusters Score -2.242909e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 164515 members 
Entering Unmasked Estep 
Score: -22434988.000000 Penalty: 5983.527832
	Iteration 11Q: 3 clusters Score -2.243499e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 168890 members 
Entering Unmasked Estep 
Score: -22437576.000000 Penalty: 5983.527832
	Iteration 12Q: 3 clusters Score -2.243758e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 171062 members 
Entering Unmasked Estep 
Score: -22438702.000000 Penalty: 5983.527832
	Iteration 13Q: 3 clusters Score -2.24387e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 172047 members 
Entering Unmasked Estep 
Score: -22439156.000000 Penalty: 5983.527832
	Iteration 14Q: 3 clusters Score -2.243916e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 172454 members 
Entering Unmasked Estep 
Score: -22439302.000000 Penalty: 5983.527832
	Iteration 15Q: 3 clusters Score -2.24393e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 172654 members 
Entering Unmasked Estep 
Score: -22439416.000000 Penalty: 5983.527832
	Iteration 16Q: 3 clusters Score -2.243942e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 172753 members 
Entering Unmasked Estep 
Score: -22439528.000000 Penalty: 5983.527832
	Iteration 17Q: 3 clusters Score -2.243953e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 172814 members 
Entering Unmasked Estep 
Score: -22439592.000000 Penalty: 5983.527832
	Iteration 18Q: 3 clusters Score -2.243959e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 172849 members 
Entering Unmasked Estep 
Score: -22439594.000000 Penalty: 5983.527832
	Iteration 19Q: 3 clusters Score -2.243959e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 172871 members 
Entering Unmasked Estep 
Score: -22439632.000000 Penalty: 5983.527832
	Iteration 20F: 3 clusters Score -2.243963e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 172886 members 
Entering Unmasked Estep 
Score: -22439640.000000 Penalty: 5983.527832
	Iteration 21Q: 3 clusters Score -2.243964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 172898 members 
Entering Unmasked Estep 
Score: -22439658.000000 Penalty: 5983.527832
	Iteration 22Q: 3 clusters Score -2.243966e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 172912 members 
Entering Unmasked Estep 
Score: -22439646.000000 Penalty: 5983.527832
	Iteration 23Q: 3 clusters Score -2.243965e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 172924 members 
Entering Unmasked Estep 
Score: -22439680.000000 Penalty: 5983.527832
	Iteration 24Q: 3 clusters Score -2.243968e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 172935 members 
Entering Unmasked Estep 
Score: -22439680.000000 Penalty: 5983.527832
	Iteration 25Q: 3 clusters Score -2.243968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 172942 members 
Entering Unmasked Estep 
Score: -22439684.000000 Penalty: 5983.527832
	Iteration 26Q: 3 clusters Score -2.243968e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 172947 members 
Entering Unmasked Estep 
Score: -22439684.000000 Penalty: 5983.527832
	Iteration 27Q: 3 clusters Score -2.243968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 172949 members 
Entering Unmasked Estep 
Score: -22439682.000000 Penalty: 5983.527832
	Iteration 28Q: 3 clusters Score -2.243968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 172952 members 
Entering Unmasked Estep 
Score: -22439684.000000 Penalty: 5983.527832
	Iteration 29Q: 3 clusters Score -2.243968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 172957 members 
Entering Unmasked Estep 
Score: -22439686.000000 Penalty: 5983.527832
	Iteration 30Q: 3 clusters Score -2.243969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 172960 members 
Entering Unmasked Estep 
Score: -22439692.000000 Penalty: 5983.527832
	Iteration 31Q: 3 clusters Score -2.243969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 172967 members 
Entering Unmasked Estep 
Score: -22439692.000000 Penalty: 5983.527832
	Iteration 32Q: 3 clusters Score -2.243969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 172971 members 
Entering Unmasked Estep 
Score: -22439698.000000 Penalty: 5983.527832
	Iteration 33Q: 3 clusters Score -2.24397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 172976 members 
Entering Unmasked Estep 
Score: -22439692.000000 Penalty: 5983.527832
	Iteration 34Q: 3 clusters Score -2.243969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 172977 members 
Entering Unmasked Estep 
Score: -22439694.000000 Penalty: 5983.527832
	Iteration 35Q: 3 clusters Score -2.243969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 172976 members 
Entering Unmasked Estep 
Score: -22439700.000000 Penalty: 5983.527832
	Iteration 36Q: 3 clusters Score -2.24397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 172976 members 
Entering Unmasked Estep 
Score: -22439700.000000 Penalty: 5983.527832
	Iteration 37F: 3 clusters Score -2.24397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Entering Unmasked Estep 
Score: -1376718.750000 Penalty: 2316.637695
	Iteration 0F: 2 clusters Score -1376719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1368257.250000 Penalty: 4633.275391
	Iteration 0F: 3 clusters Score -1368257 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1370990.250000 Penalty: 4633.275391
	Iteration 1F: 3 clusters Score -1370990 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1371476.000000 Penalty: 4633.275391
	Iteration 2F: 3 clusters Score -1371476 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1371890.250000 Penalty: 4633.275391
	Iteration 3F: 3 clusters Score -1371890 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1372310.125000 Penalty: 4633.275391
	Iteration 4F: 3 clusters Score -1372310 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1372780.875000 Penalty: 4633.275391
	Iteration 5F: 3 clusters Score -1372781 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1373232.750000 Penalty: 4633.275391
	Iteration 6F: 3 clusters Score -1373233 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1373656.375000 Penalty: 4633.275391
	Iteration 7F: 3 clusters Score -1373656 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1374027.500000 Penalty: 4633.275391
	Iteration 8Q: 3 clusters Score -1374028 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1374378.250000 Penalty: 4633.275391
	Iteration 9Q: 3 clusters Score -1374378 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1374778.625000 Penalty: 4633.275391
	Iteration 10Q: 3 clusters Score -1374779 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1375136.875000 Penalty: 4633.275391
	Iteration 11Q: 3 clusters Score -1375137 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1375355.875000 Penalty: 4633.275391
	Iteration 12Q: 3 clusters Score -1375356 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1375480.000000 Penalty: 4633.275391
	Iteration 13Q: 3 clusters Score -1375480 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1375541.250000 Penalty: 4633.275391
	Iteration 14Q: 3 clusters Score -1375541 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1375578.875000 Penalty: 4633.275391
	Iteration 15Q: 3 clusters Score -1375579 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1375600.750000 Penalty: 4633.275391
	Iteration 16Q: 3 clusters Score -1375601 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1375622.875000 Penalty: 4633.275391
	Iteration 17Q: 3 clusters Score -1375623 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1375638.125000 Penalty: 4633.275391
	Iteration 18Q: 3 clusters Score -1375638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1375647.875000 Penalty: 4633.275391
	Iteration 19Q: 3 clusters Score -1375648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1375655.125000 Penalty: 4633.275391
	Iteration 20F: 3 clusters Score -1375655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1375655.625000 Penalty: 4633.275391
	Iteration 21Q: 3 clusters Score -1375656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1375658.750000 Penalty: 4633.275391
	Iteration 22Q: 3 clusters Score -1375659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1375661.625000 Penalty: 4633.275391
	Iteration 23Q: 3 clusters Score -1375662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1375664.000000 Penalty: 4633.275391
	Iteration 24Q: 3 clusters Score -1375664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1375669.250000 Penalty: 4633.275391
	Iteration 25Q: 3 clusters Score -1375669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1375668.750000 Penalty: 4633.275391
	Iteration 26Q: 3 clusters Score -1375669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1375674.000000 Penalty: 4633.275391
	Iteration 27Q: 3 clusters Score -1375674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1375679.250000 Penalty: 4633.275391
	Iteration 28Q: 3 clusters Score -1375679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1375678.125000 Penalty: 4633.275391
	Iteration 29Q: 3 clusters Score -1375678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1375679.000000 Penalty: 4633.275391
	Iteration 30Q: 3 clusters Score -1375679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1375681.250000 Penalty: 4633.275391
	Iteration 31Q: 3 clusters Score -1375681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1375678.500000 Penalty: 4633.275391
	Iteration 32Q: 3 clusters Score -1375678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1375681.000000 Penalty: 4633.275391
	Iteration 33Q: 3 clusters Score -1375681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1375682.625000 Penalty: 4633.275391
	Iteration 34Q: 3 clusters Score -1375683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1375684.375000 Penalty: 4633.275391
	Iteration 35Q: 3 clusters Score -1375684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1375685.375000 Penalty: 4633.275391
	Iteration 36Q: 3 clusters Score -1375685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1375682.625000 Penalty: 4633.275391
	Iteration 37Q: 3 clusters Score -1375683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1375681.375000 Penalty: 4633.275391
	Iteration 38Q: 3 clusters Score -1375681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1375680.500000 Penalty: 4633.275391
	Iteration 39Q: 3 clusters Score -1375680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1375680.500000 Penalty: 4633.275391
	Iteration 40F: 3 clusters Score -1375680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (178979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178979 members 
Entering Unmasked Estep 
Score: -22947944.000000 Penalty: 2999.565918
	Iteration 0F: 2 clusters Score -2.294794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89712 members 
Mstep: Class 2 contains 89267 members 
Entering Unmasked Estep 
Score: -22828628.000000 Penalty: 5999.131836
	Iteration 0F: 3 clusters Score -2.282863e+07 nChanged 85616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94210 members 
Mstep: Class 2 contains 84769 members 
Entering Unmasked Estep 
Score: -22878790.000000 Penalty: 5999.131836
	Iteration 1F: 3 clusters Score -2.287879e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97191 members 
Mstep: Class 2 contains 81788 members 
Entering Unmasked Estep 
Score: -22880122.000000 Penalty: 5999.131836
	Iteration 2Q: 3 clusters Score -2.288012e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101846 members 
Mstep: Class 2 contains 77133 members 
Entering Unmasked Estep 
Score: -22882280.000000 Penalty: 5999.131836
	Iteration 3Q: 3 clusters Score -2.288228e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108701 members 
Mstep: Class 2 contains 70278 members 
Entering Unmasked Estep 
Score: -22885364.000000 Penalty: 5999.131836
	Iteration 4Q: 3 clusters Score -2.288536e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118670 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -22891066.000000 Penalty: 5999.131836
	Iteration 5F: 3 clusters Score -2.289107e+07 nChanged 13825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132203 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -22901276.000000 Penalty: 5999.131836
	Iteration 6F: 3 clusters Score -2.290128e+07 nChanged 16030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148061 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -22915846.000000 Penalty: 5999.131836
	Iteration 7F: 3 clusters Score -2.291585e+07 nChanged 14904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162877 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -22931090.000000 Penalty: 5999.131836
	Iteration 8F: 3 clusters Score -2.293109e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172158 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -22940182.000000 Penalty: 5999.131836
	Iteration 9F: 3 clusters Score -2.294018e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176216 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -22943926.000000 Penalty: 5999.131836
	Iteration 10Q: 3 clusters Score -2.294393e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177545 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -22945300.000000 Penalty: 5999.131836
	Iteration 11Q: 3 clusters Score -2.29453e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177853 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -22945894.000000 Penalty: 5999.131836
	Iteration 12Q: 3 clusters Score -2.294589e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177872 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -22946236.000000 Penalty: 5999.131836
	Iteration 13Q: 3 clusters Score -2.294624e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177799 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -22946512.000000 Penalty: 5999.131836
	Iteration 14Q: 3 clusters Score -2.294651e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177707 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -22946656.000000 Penalty: 5999.131836
	Iteration 15Q: 3 clusters Score -2.294666e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177640 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -22946698.000000 Penalty: 5999.131836
	Iteration 16Q: 3 clusters Score -2.29467e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177591 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -22946742.000000 Penalty: 5999.131836
	Iteration 17Q: 3 clusters Score -2.294674e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177554 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -22946738.000000 Penalty: 5999.131836
	Iteration 18Q: 3 clusters Score -2.294674e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177523 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -22946760.000000 Penalty: 5999.131836
	Iteration 19Q: 3 clusters Score -2.294676e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177501 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -22946748.000000 Penalty: 5999.131836
	Iteration 20F: 3 clusters Score -2.294675e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177488 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -22946740.000000 Penalty: 5999.131836
	Iteration 21Q: 3 clusters Score -2.294674e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177470 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -22946748.000000 Penalty: 5999.131836
	Iteration 22Q: 3 clusters Score -2.294675e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177455 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -22946772.000000 Penalty: 5999.131836
	Iteration 23Q: 3 clusters Score -2.294677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177446 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -22946774.000000 Penalty: 5999.131836
	Iteration 24Q: 3 clusters Score -2.294677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177443 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -22946776.000000 Penalty: 5999.131836
	Iteration 25Q: 3 clusters Score -2.294678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177439 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -22946762.000000 Penalty: 5999.131836
	Iteration 26Q: 3 clusters Score -2.294676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177432 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -22946758.000000 Penalty: 5999.131836
	Iteration 27Q: 3 clusters Score -2.294676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177428 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -22946750.000000 Penalty: 5999.131836
	Iteration 28Q: 3 clusters Score -2.294675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177424 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -22946756.000000 Penalty: 5999.131836
	Iteration 29Q: 3 clusters Score -2.294676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177421 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -22946748.000000 Penalty: 5999.131836
	Iteration 30Q: 3 clusters Score -2.294675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177420 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -22946752.000000 Penalty: 5999.131836
	Iteration 31Q: 3 clusters Score -2.294675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177421 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -22946754.000000 Penalty: 5999.131836
	Iteration 32Q: 3 clusters Score -2.294675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177420 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -22946764.000000 Penalty: 5999.131836
	Iteration 33Q: 3 clusters Score -2.294676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177419 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -22946772.000000 Penalty: 5999.131836
	Iteration 34Q: 3 clusters Score -2.294677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177418 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -22946752.000000 Penalty: 5999.131836
	Iteration 35Q: 3 clusters Score -2.294675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177418 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -22946746.000000 Penalty: 5999.131836
	Iteration 36Q: 3 clusters Score -2.294675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177417 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -22946748.000000 Penalty: 5999.131836
	Iteration 37Q: 3 clusters Score -2.294675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177416 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -22946760.000000 Penalty: 5999.131836
	Iteration 38Q: 3 clusters Score -2.294676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177415 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -22946758.000000 Penalty: 5999.131836
	Iteration 39Q: 3 clusters Score -2.294676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177413 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -22946752.000000 Penalty: 5999.131836
	Iteration 40F: 3 clusters Score -2.294675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177413 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -22946762.000000 Penalty: 5999.131836
	Iteration 41Q: 3 clusters Score -2.294676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177413 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -22946762.000000 Penalty: 5999.131836
	Iteration 42F: 3 clusters Score -2.294676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (71271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Entering Unmasked Estep 
Score: -9109768.000000 Penalty: 2771.212646
	Iteration 0F: 2 clusters Score -9109768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -9062249.000000 Penalty: 5542.425293
	Iteration 0F: 3 clusters Score -9062249 nChanged 33139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -9081352.000000 Penalty: 5542.425293
	Iteration 1F: 3 clusters Score -9081352 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -9082816.000000 Penalty: 5542.425293
	Iteration 2Q: 3 clusters Score -9082816 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -9084363.000000 Penalty: 5542.425293
	Iteration 3F: 3 clusters Score -9084363 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -9086241.000000 Penalty: 5542.425293
	Iteration 4F: 3 clusters Score -9086241 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -9088421.000000 Penalty: 5542.425293
	Iteration 5F: 3 clusters Score -9088421 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -9090844.000000 Penalty: 5542.425293
	Iteration 6F: 3 clusters Score -9090844 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -9093513.000000 Penalty: 5542.425293
	Iteration 7F: 3 clusters Score -9093513 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -9095852.000000 Penalty: 5542.425293
	Iteration 8F: 3 clusters Score -9095852 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -9097846.000000 Penalty: 5542.425293
	Iteration 9F: 3 clusters Score -9097846 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -9099392.000000 Penalty: 5542.425293
	Iteration 10Q: 3 clusters Score -9099392 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -9100316.000000 Penalty: 5542.425293
	Iteration 11Q: 3 clusters Score -9100316 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -9101060.000000 Penalty: 5542.425293
	Iteration 12Q: 3 clusters Score -9101060 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -9101581.000000 Penalty: 5542.425293
	Iteration 13Q: 3 clusters Score -9101581 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -9102072.000000 Penalty: 5542.425293
	Iteration 14Q: 3 clusters Score -9102072 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -9102589.000000 Penalty: 5542.425293
	Iteration 15Q: 3 clusters Score -9102589 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -9103037.000000 Penalty: 5542.425293
	Iteration 16Q: 3 clusters Score -9103037 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -9103474.000000 Penalty: 5542.425293
	Iteration 17Q: 3 clusters Score -9103474 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -9103863.000000 Penalty: 5542.425293
	Iteration 18Q: 3 clusters Score -9103863 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -9104198.000000 Penalty: 5542.425293
	Iteration 19Q: 3 clusters Score -9104198 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -9104506.000000 Penalty: 5542.425293
	Iteration 20F: 3 clusters Score -9104506 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -9104799.000000 Penalty: 5542.425293
	Iteration 21Q: 3 clusters Score -9104799 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -9105026.000000 Penalty: 5542.425293
	Iteration 22Q: 3 clusters Score -9105026 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -9105231.000000 Penalty: 5542.425293
	Iteration 23Q: 3 clusters Score -9105231 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -9105407.000000 Penalty: 5542.425293
	Iteration 24Q: 3 clusters Score -9105407 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -9105652.000000 Penalty: 5542.425293
	Iteration 25Q: 3 clusters Score -9105652 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 58085 members 
Entering Unmasked Estep 
Score: -9105800.000000 Penalty: 5542.425293
	Iteration 26Q: 3 clusters Score -9105800 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -9105985.000000 Penalty: 5542.425293
	Iteration 27Q: 3 clusters Score -9105985 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -9106169.000000 Penalty: 5542.425293
	Iteration 28Q: 3 clusters Score -9106169 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -9106336.000000 Penalty: 5542.425293
	Iteration 29Q: 3 clusters Score -9106336 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -9106503.000000 Penalty: 5542.425293
	Iteration 30Q: 3 clusters Score -9106503 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
Score: -9106677.000000 Penalty: 5542.425293
	Iteration 31Q: 3 clusters Score -9106677 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 61449 members 
Entering Unmasked Estep 
Score: -9106760.000000 Penalty: 5542.425293
	Iteration 32Q: 3 clusters Score -9106760 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 61881 members 
Entering Unmasked Estep 
Score: -9106854.000000 Penalty: 5542.425293
	Iteration 33Q: 3 clusters Score -9106854 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -9106918.000000 Penalty: 5542.425293
	Iteration 34Q: 3 clusters Score -9106918 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -9106987.000000 Penalty: 5542.425293
	Iteration 35Q: 3 clusters Score -9106987 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -9107075.000000 Penalty: 5542.425293
	Iteration 36Q: 3 clusters Score -9107075 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -9107123.000000 Penalty: 5542.425293
	Iteration 37Q: 3 clusters Score -9107123 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -9107171.000000 Penalty: 5542.425293
	Iteration 38Q: 3 clusters Score -9107171 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 63729 members 
Entering Unmasked Estep 
Score: -9107239.000000 Penalty: 5542.425293
	Iteration 39Q: 3 clusters Score -9107239 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 63924 members 
Entering Unmasked Estep 
Score: -9107292.000000 Penalty: 5542.425293
	Iteration 40F: 3 clusters Score -9107292 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 64115 members 
Entering Unmasked Estep 
Score: -9107309.000000 Penalty: 5542.425293
	Iteration 41Q: 3 clusters Score -9107309 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -9107319.000000 Penalty: 5542.425293
	Iteration 42Q: 3 clusters Score -9107319 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -9107322.000000 Penalty: 5542.425293
	Iteration 43Q: 3 clusters Score -9107322 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -9107342.000000 Penalty: 5542.425293
	Iteration 44Q: 3 clusters Score -9107342 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -9107355.000000 Penalty: 5542.425293
	Iteration 45Q: 3 clusters Score -9107355 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -9107402.000000 Penalty: 5542.425293
	Iteration 46Q: 3 clusters Score -9107402 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -9107386.000000 Penalty: 5542.425293
	Iteration 47Q: 3 clusters Score -9107386 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -9107395.000000 Penalty: 5542.425293
	Iteration 48Q: 3 clusters Score -9107395 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 65227 members 
Entering Unmasked Estep 
Score: -9107438.000000 Penalty: 5542.425293
	Iteration 49Q: 3 clusters Score -9107438 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -9107441.000000 Penalty: 5542.425293
	Iteration 50Q: 3 clusters Score -9107441 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 65470 members 
Entering Unmasked Estep 
Score: -9107450.000000 Penalty: 5542.425293
	Iteration 51Q: 3 clusters Score -9107450 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -9107478.000000 Penalty: 5542.425293
	Iteration 52Q: 3 clusters Score -9107478 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 65701 members 
Entering Unmasked Estep 
Score: -9107483.000000 Penalty: 5542.425293
	Iteration 53Q: 3 clusters Score -9107483 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -9107514.000000 Penalty: 5542.425293
	Iteration 54Q: 3 clusters Score -9107514 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 65928 members 
Entering Unmasked Estep 
Score: -9107513.000000 Penalty: 5542.425293
	Iteration 55Q: 3 clusters Score -9107513 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -9107567.000000 Penalty: 5542.425293
	Iteration 56Q: 3 clusters Score -9107567 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -9107558.000000 Penalty: 5542.425293
	Iteration 57Q: 3 clusters Score -9107558 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -9107569.000000 Penalty: 5542.425293
	Iteration 58Q: 3 clusters Score -9107569 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -9107570.000000 Penalty: 5542.425293
	Iteration 59Q: 3 clusters Score -9107570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 66304 members 
Entering Unmasked Estep 
Score: -9107588.000000 Penalty: 5542.425293
	Iteration 60F: 3 clusters Score -9107588 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -9107607.000000 Penalty: 5542.425293
	Iteration 61Q: 3 clusters Score -9107607 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -9107631.000000 Penalty: 5542.425293
	Iteration 62Q: 3 clusters Score -9107631 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -9107641.000000 Penalty: 5542.425293
	Iteration 63Q: 3 clusters Score -9107641 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 66552 members 
Entering Unmasked Estep 
Score: -9107653.000000 Penalty: 5542.425293
	Iteration 64Q: 3 clusters Score -9107653 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 66609 members 
Entering Unmasked Estep 
Score: -9107677.000000 Penalty: 5542.425293
	Iteration 65Q: 3 clusters Score -9107677 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 66658 members 
Entering Unmasked Estep 
Score: -9107703.000000 Penalty: 5542.425293
	Iteration 66Q: 3 clusters Score -9107703 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 66714 members 
Entering Unmasked Estep 
Score: -9107686.000000 Penalty: 5542.425293
	Iteration 67Q: 3 clusters Score -9107686 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -9107703.000000 Penalty: 5542.425293
	Iteration 68Q: 3 clusters Score -9107703 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 66844 members 
Entering Unmasked Estep 
Score: -9107717.000000 Penalty: 5542.425293
	Iteration 69Q: 3 clusters Score -9107717 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -9107726.000000 Penalty: 5542.425293
	Iteration 70Q: 3 clusters Score -9107726 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -9107740.000000 Penalty: 5542.425293
	Iteration 71Q: 3 clusters Score -9107740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
Score: -9107734.000000 Penalty: 5542.425293
	Iteration 72Q: 3 clusters Score -9107734 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -9107757.000000 Penalty: 5542.425293
	Iteration 73Q: 3 clusters Score -9107757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 67119 members 
Entering Unmasked Estep 
Score: -9107770.000000 Penalty: 5542.425293
	Iteration 74Q: 3 clusters Score -9107770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 67159 members 
Entering Unmasked Estep 
Score: -9107772.000000 Penalty: 5542.425293
	Iteration 75Q: 3 clusters Score -9107772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 67198 members 
Entering Unmasked Estep 
Score: -9107782.000000 Penalty: 5542.425293
	Iteration 76Q: 3 clusters Score -9107782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 67235 members 
Entering Unmasked Estep 
Score: -9107800.000000 Penalty: 5542.425293
	Iteration 77Q: 3 clusters Score -9107800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 67260 members 
Entering Unmasked Estep 
Score: -9107791.000000 Penalty: 5542.425293
	Iteration 78Q: 3 clusters Score -9107791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -9107785.000000 Penalty: 5542.425293
	Iteration 79Q: 3 clusters Score -9107785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 67301 members 
Entering Unmasked Estep 
Score: -9107781.000000 Penalty: 5542.425293
	Iteration 80F: 3 clusters Score -9107781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -9107768.000000 Penalty: 5542.425293
	Iteration 81Q: 3 clusters Score -9107768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 67326 members 
Entering Unmasked Estep 
Score: -9107785.000000 Penalty: 5542.425293
	Iteration 82Q: 3 clusters Score -9107785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 67344 members 
Entering Unmasked Estep 
Score: -9107781.000000 Penalty: 5542.425293
	Iteration 83Q: 3 clusters Score -9107781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 67359 members 
Entering Unmasked Estep 
Score: -9107776.000000 Penalty: 5542.425293
	Iteration 84Q: 3 clusters Score -9107776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 67373 members 
Entering Unmasked Estep 
Score: -9107781.000000 Penalty: 5542.425293
	Iteration 85Q: 3 clusters Score -9107781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
Score: -9107785.000000 Penalty: 5542.425293
	Iteration 86Q: 3 clusters Score -9107785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 67409 members 
Entering Unmasked Estep 
Score: -9107797.000000 Penalty: 5542.425293
	Iteration 87Q: 3 clusters Score -9107797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 67419 members 
Entering Unmasked Estep 
Score: -9107793.000000 Penalty: 5542.425293
	Iteration 88Q: 3 clusters Score -9107793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 67429 members 
Entering Unmasked Estep 
Score: -9107792.000000 Penalty: 5542.425293
	Iteration 89Q: 3 clusters Score -9107792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 67439 members 
Entering Unmasked Estep 
Score: -9107791.000000 Penalty: 5542.425293
	Iteration 90Q: 3 clusters Score -9107791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -9107784.000000 Penalty: 5542.425293
	Iteration 91Q: 3 clusters Score -9107784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -9107794.000000 Penalty: 5542.425293
	Iteration 92Q: 3 clusters Score -9107794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -9107784.000000 Penalty: 5542.425293
	Iteration 93Q: 3 clusters Score -9107784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 67492 members 
Entering Unmasked Estep 
Score: -9107786.000000 Penalty: 5542.425293
	Iteration 94Q: 3 clusters Score -9107786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -9107795.000000 Penalty: 5542.425293
	Iteration 95Q: 3 clusters Score -9107795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 67526 members 
Entering Unmasked Estep 
Score: -9107786.000000 Penalty: 5542.425293
	Iteration 96Q: 3 clusters Score -9107786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -9107797.000000 Penalty: 5542.425293
	Iteration 97Q: 3 clusters Score -9107797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
Score: -9107792.000000 Penalty: 5542.425293
	Iteration 98Q: 3 clusters Score -9107792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
Score: -9107794.000000 Penalty: 5542.425293
	Iteration 99Q: 3 clusters Score -9107794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -9107791.000000 Penalty: 5542.425293
	Iteration 100F: 3 clusters Score -9107791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 67602 members 
Entering Unmasked Estep 
Score: -9107804.000000 Penalty: 5542.425293
	Iteration 101Q: 3 clusters Score -9107804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -9107805.000000 Penalty: 5542.425293
	Iteration 102Q: 3 clusters Score -9107805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 67625 members 
Entering Unmasked Estep 
Score: -9107810.000000 Penalty: 5542.425293
	Iteration 103Q: 3 clusters Score -9107810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -9107812.000000 Penalty: 5542.425293
	Iteration 104Q: 3 clusters Score -9107812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 67647 members 
Entering Unmasked Estep 
Score: -9107819.000000 Penalty: 5542.425293
	Iteration 105Q: 3 clusters Score -9107819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 67655 members 
Entering Unmasked Estep 
Score: -9107808.000000 Penalty: 5542.425293
	Iteration 106Q: 3 clusters Score -9107808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 67664 members 
Entering Unmasked Estep 
Score: -9107811.000000 Penalty: 5542.425293
	Iteration 107Q: 3 clusters Score -9107811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 67670 members 
Entering Unmasked Estep 
Score: -9107819.000000 Penalty: 5542.425293
	Iteration 108Q: 3 clusters Score -9107819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 67672 members 
Entering Unmasked Estep 
Score: -9107817.000000 Penalty: 5542.425293
	Iteration 109Q: 3 clusters Score -9107817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 67676 members 
Entering Unmasked Estep 
Score: -9107815.000000 Penalty: 5542.425293
	Iteration 110Q: 3 clusters Score -9107815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 67679 members 
Entering Unmasked Estep 
Score: -9107819.000000 Penalty: 5542.425293
	Iteration 111Q: 3 clusters Score -9107819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 67684 members 
Entering Unmasked Estep 
Score: -9107815.000000 Penalty: 5542.425293
	Iteration 112Q: 3 clusters Score -9107815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 67687 members 
Entering Unmasked Estep 
Score: -9107813.000000 Penalty: 5542.425293
	Iteration 113Q: 3 clusters Score -9107813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 67689 members 
Entering Unmasked Estep 
Score: -9107810.000000 Penalty: 5542.425293
	Iteration 114Q: 3 clusters Score -9107810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 67691 members 
Entering Unmasked Estep 
Score: -9107816.000000 Penalty: 5542.425293
	Iteration 115Q: 3 clusters Score -9107816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 67693 members 
Entering Unmasked Estep 
Score: -9107814.000000 Penalty: 5542.425293
	Iteration 116Q: 3 clusters Score -9107814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 67699 members 
Entering Unmasked Estep 
Score: -9107806.000000 Penalty: 5542.425293
	Iteration 117Q: 3 clusters Score -9107806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -9107818.000000 Penalty: 5542.425293
	Iteration 118Q: 3 clusters Score -9107818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 67719 members 
Entering Unmasked Estep 
Score: -9107818.000000 Penalty: 5542.425293
	Iteration 119Q: 3 clusters Score -9107818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -9107820.000000 Penalty: 5542.425293
	Iteration 120F: 3 clusters Score -9107820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 67732 members 
Entering Unmasked Estep 
Score: -9107823.000000 Penalty: 5542.425293
	Iteration 121Q: 3 clusters Score -9107823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
Score: -9107829.000000 Penalty: 5542.425293
	Iteration 122Q: 3 clusters Score -9107829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
Score: -9107826.000000 Penalty: 5542.425293
	Iteration 123Q: 3 clusters Score -9107826 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
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	Iteration 124F: 3 clusters Score -9107826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Entering Unmasked Estep 
Score: -179456.859375 Penalty: 1823.405396
	Iteration 0F: 2 clusters Score -179456.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -177207.593750 Penalty: 3646.810791
	Iteration 0F: 3 clusters Score -177207.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -177681.640625 Penalty: 3646.810791
	Iteration 1F: 3 clusters Score -177681.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -177888.484375 Penalty: 3646.810791
	Iteration 2F: 3 clusters Score -177888.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -178080.984375 Penalty: 3646.810791
	Iteration 3F: 3 clusters Score -178081 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -178274.781250 Penalty: 3646.810791
	Iteration 4F: 3 clusters Score -178274.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -178449.593750 Penalty: 3646.810791
	Iteration 5F: 3 clusters Score -178449.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -178617.359375 Penalty: 3646.810791
	Iteration 6F: 3 clusters Score -178617.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -178730.640625 Penalty: 3646.810791
	Iteration 7Q: 3 clusters Score -178730.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -178817.062500 Penalty: 3646.810791
	Iteration 8Q: 3 clusters Score -178817.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -178862.421875 Penalty: 3646.810791
	Iteration 9Q: 3 clusters Score -178862.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -178895.890625 Penalty: 3646.810791
	Iteration 10Q: 3 clusters Score -178895.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -178914.390625 Penalty: 3646.810791
	Iteration 11Q: 3 clusters Score -178914.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -178927.843750 Penalty: 3646.810791
	Iteration 12Q: 3 clusters Score -178927.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -178935.640625 Penalty: 3646.810791
	Iteration 13Q: 3 clusters Score -178935.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -178937.312500 Penalty: 3646.810791
	Iteration 14Q: 3 clusters Score -178937.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -178937.312500 Penalty: 3646.810791
	Iteration 15F: 3 clusters Score -178937.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Entering Unmasked Estep 
Score: -965696.562500 Penalty: 2211.459717
	Iteration 0F: 2 clusters Score -965696.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -959609.875000 Penalty: 4422.919434
	Iteration 0F: 3 clusters Score -959609.9 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -961402.312500 Penalty: 4422.919434
	Iteration 1F: 3 clusters Score -961402.3 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -961874.500000 Penalty: 4422.919434
	Iteration 2F: 3 clusters Score -961874.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -962405.062500 Penalty: 4422.919434
	Iteration 3F: 3 clusters Score -962405.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -963023.687500 Penalty: 4422.919434
	Iteration 4F: 3 clusters Score -963023.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -963732.812500 Penalty: 4422.919434
	Iteration 5F: 3 clusters Score -963732.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -964710.500000 Penalty: 4422.919434
	Iteration 6F: 3 clusters Score -964710.5 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -965926.062500 Penalty: 4422.919434
	Iteration 7F: 3 clusters Score -965926.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -967071.687500 Penalty: 4422.919434
	Iteration 8F: 3 clusters Score -967071.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -967642.812500 Penalty: 4422.919434
	Iteration 9Q: 3 clusters Score -967642.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -967764.562500 Penalty: 4422.919434
	Iteration 10Q: 3 clusters Score -967764.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -967808.625000 Penalty: 4422.919434
	Iteration 11Q: 3 clusters Score -967808.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -967831.312500 Penalty: 4422.919434
	Iteration 12Q: 3 clusters Score -967831.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -967843.875000 Penalty: 4422.919434
	Iteration 13Q: 3 clusters Score -967843.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -967842.625000 Penalty: 4422.919434
	Iteration 14Q: 3 clusters Score -967842.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -967841.750000 Penalty: 4422.919434
	Iteration 15Q: 3 clusters Score -967841.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -967841.750000 Penalty: 4422.919434
	Iteration 16F: 3 clusters Score -967841.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 9554 members 
Mstep: Class 7 contains 6830 members 
Mstep: Class 8 contains 663 members 
Mstep: Class 9 contains 18528 members 
Mstep: Class 10 contains 173436 members 
Mstep: Class 11 contains 11399 members 
Mstep: Class 12 contains 178979 members 
Mstep: Class 13 contains 71271 members 
Mstep: Class 14 contains 1560 members 
Mstep: Class 15 contains 2897 members 
Mstep: Class 16 contains 13764 members 
Mstep: Class 17 contains 135139 members 
Mstep: Class 18 contains 98103 members 
Mstep: Class 19 contains 20055 members 
Mstep: Class 20 contains 93210 members 
Mstep: Class 21 contains 73915 members 
Mstep: Class 22 contains 15145 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5061 members 
Mstep: Class 25 contains 12556 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 47963 members 
Mstep: Class 28 contains 19897 members 
Mstep: Class 29 contains 6624 members 
Mstep: Class 30 contains 18660 members 
Mstep: Class 31 contains 8773 members 
Mstep: Class 32 contains 69475 members 
Mstep: Class 33 contains 17244 members 
Mstep: Class 34 contains 8434 members 
Mstep: Class 35 contains 7521 members 
Mstep: Class 36 contains 772 members 
Mstep: Class 37 contains 4562 members 
Entering Unmasked Estep 
Score: -150912704.000000 Penalty: 128545.257812
Splitting cluster 15 changes total score from -150905648.000000 to -150912704.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 16 (13764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Entering Unmasked Estep 
Score: -1523652.750000 Penalty: 2363.393311
	Iteration 0F: 2 clusters Score -1523653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1513620.375000 Penalty: 4726.786621
	Iteration 0F: 3 clusters Score -1513620 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1517465.000000 Penalty: 4726.786621
	Iteration 1F: 3 clusters Score -1517465 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1518593.500000 Penalty: 4726.786621
	Iteration 2F: 3 clusters Score -1518594 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1519641.125000 Penalty: 4726.786621
	Iteration 3F: 3 clusters Score -1519641 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1520450.625000 Penalty: 4726.786621
	Iteration 4F: 3 clusters Score -1520451 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1520973.000000 Penalty: 4726.786621
	Iteration 5F: 3 clusters Score -1520973 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1521408.250000 Penalty: 4726.786621
	Iteration 6Q: 3 clusters Score -1521408 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1521825.500000 Penalty: 4726.786621
	Iteration 7Q: 3 clusters Score -1521826 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1522147.875000 Penalty: 4726.786621
	Iteration 8Q: 3 clusters Score -1522148 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1522423.000000 Penalty: 4726.786621
	Iteration 9Q: 3 clusters Score -1522423 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1522632.000000 Penalty: 4726.786621
	Iteration 10Q: 3 clusters Score -1522632 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1522817.375000 Penalty: 4726.786621
	Iteration 11Q: 3 clusters Score -1522817 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1522973.750000 Penalty: 4726.786621
	Iteration 12Q: 3 clusters Score -1522974 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1523106.250000 Penalty: 4726.786621
	Iteration 13Q: 3 clusters Score -1523106 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1523252.625000 Penalty: 4726.786621
	Iteration 14Q: 3 clusters Score -1523253 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1523384.875000 Penalty: 4726.786621
	Iteration 15Q: 3 clusters Score -1523385 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1523480.750000 Penalty: 4726.786621
	Iteration 16Q: 3 clusters Score -1523481 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1523572.500000 Penalty: 4726.786621
	Iteration 17Q: 3 clusters Score -1523572 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1523654.500000 Penalty: 4726.786621
	Iteration 18Q: 3 clusters Score -1523654 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1523781.375000 Penalty: 4726.786621
	Iteration 19Q: 3 clusters Score -1523781 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1523981.000000 Penalty: 4726.786621
	Iteration 20F: 3 clusters Score -1523981 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1524188.375000 Penalty: 4726.786621
	Iteration 21Q: 3 clusters Score -1524188 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1524340.125000 Penalty: 4726.786621
	Iteration 22Q: 3 clusters Score -1524340 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1524445.250000 Penalty: 4726.786621
	Iteration 23Q: 3 clusters Score -1524445 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1524520.875000 Penalty: 4726.786621
	Iteration 24Q: 3 clusters Score -1524521 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1524571.375000 Penalty: 4726.786621
	Iteration 25Q: 3 clusters Score -1524571 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1524635.375000 Penalty: 4726.786621
	Iteration 26Q: 3 clusters Score -1524635 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1524706.000000 Penalty: 4726.786621
	Iteration 27Q: 3 clusters Score -1524706 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1524753.125000 Penalty: 4726.786621
	Iteration 28Q: 3 clusters Score -1524753 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1524776.250000 Penalty: 4726.786621
	Iteration 29Q: 3 clusters Score -1524776 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1524804.625000 Penalty: 4726.786621
	Iteration 30Q: 3 clusters Score -1524805 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1524813.625000 Penalty: 4726.786621
	Iteration 31Q: 3 clusters Score -1524814 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1524826.125000 Penalty: 4726.786621
	Iteration 32Q: 3 clusters Score -1524826 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1524844.250000 Penalty: 4726.786621
	Iteration 33Q: 3 clusters Score -1524844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1524857.250000 Penalty: 4726.786621
	Iteration 34Q: 3 clusters Score -1524857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1524870.125000 Penalty: 4726.786621
	Iteration 35Q: 3 clusters Score -1524870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1524879.375000 Penalty: 4726.786621
	Iteration 36Q: 3 clusters Score -1524879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1524881.375000 Penalty: 4726.786621
	Iteration 37Q: 3 clusters Score -1524881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1524889.375000 Penalty: 4726.786621
	Iteration 38Q: 3 clusters Score -1524889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1524892.125000 Penalty: 4726.786621
	Iteration 39Q: 3 clusters Score -1524892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1524900.250000 Penalty: 4726.786621
	Iteration 40F: 3 clusters Score -1524900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1524899.500000 Penalty: 4726.786621
	Iteration 41Q: 3 clusters Score -1524900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1524901.750000 Penalty: 4726.786621
	Iteration 42Q: 3 clusters Score -1524902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1524909.000000 Penalty: 4726.786621
	Iteration 43Q: 3 clusters Score -1524909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1524913.500000 Penalty: 4726.786621
	Iteration 44Q: 3 clusters Score -1524914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1524913.250000 Penalty: 4726.786621
	Iteration 45Q: 3 clusters Score -1524913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1524908.250000 Penalty: 4726.786621
	Iteration 46Q: 3 clusters Score -1524908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1524912.375000 Penalty: 4726.786621
	Iteration 47Q: 3 clusters Score -1524912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1524909.750000 Penalty: 4726.786621
	Iteration 48Q: 3 clusters Score -1524910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1524912.000000 Penalty: 4726.786621
	Iteration 49Q: 3 clusters Score -1524912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1524914.375000 Penalty: 4726.786621
	Iteration 50Q: 3 clusters Score -1524914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1524913.500000 Penalty: 4726.786621
	Iteration 51Q: 3 clusters Score -1524914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1524913.250000 Penalty: 4726.786621
	Iteration 52Q: 3 clusters Score -1524913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1524913.875000 Penalty: 4726.786621
	Iteration 53Q: 3 clusters Score -1524914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1524914.250000 Penalty: 4726.786621
	Iteration 54Q: 3 clusters Score -1524914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1524913.250000 Penalty: 4726.786621
	Iteration 55Q: 3 clusters Score -1524913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1524914.000000 Penalty: 4726.786621
	Iteration 56Q: 3 clusters Score -1524914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1524912.125000 Penalty: 4726.786621
	Iteration 57Q: 3 clusters Score -1524912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1524912.000000 Penalty: 4726.786621
	Iteration 58Q: 3 clusters Score -1524912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1524913.250000 Penalty: 4726.786621
	Iteration 59Q: 3 clusters Score -1524913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1524912.375000 Penalty: 4726.786621
	Iteration 60F: 3 clusters Score -1524912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1524914.250000 Penalty: 4726.786621
	Iteration 61Q: 3 clusters Score -1524914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1524911.375000 Penalty: 4726.786621
	Iteration 62Q: 3 clusters Score -1524911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1524915.125000 Penalty: 4726.786621
	Iteration 63Q: 3 clusters Score -1524915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1524914.625000 Penalty: 4726.786621
	Iteration 64Q: 3 clusters Score -1524915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1524913.000000 Penalty: 4726.786621
	Iteration 65Q: 3 clusters Score -1524913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1524913.375000 Penalty: 4726.786621
	Iteration 66Q: 3 clusters Score -1524913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1524913.125000 Penalty: 4726.786621
	Iteration 67Q: 3 clusters Score -1524913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1524913.125000 Penalty: 4726.786621
	Iteration 68Q: 3 clusters Score -1524913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1524913.000000 Penalty: 4726.786621
	Iteration 69Q: 3 clusters Score -1524913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1524914.250000 Penalty: 4726.786621
	Iteration 70Q: 3 clusters Score -1524914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1524914.250000 Penalty: 4726.786621
	Iteration 71Q: 3 clusters Score -1524914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1524914.250000 Penalty: 4726.786621
	Iteration 72F: 3 clusters Score -1524914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 9554 members 
Mstep: Class 7 contains 6830 members 
Mstep: Class 8 contains 663 members 
Mstep: Class 9 contains 18528 members 
Mstep: Class 10 contains 173436 members 
Mstep: Class 11 contains 11399 members 
Mstep: Class 12 contains 178979 members 
Mstep: Class 13 contains 71271 members 
Mstep: Class 14 contains 1560 members 
Mstep: Class 15 contains 2897 members 
Mstep: Class 16 contains 4257 members 
Mstep: Class 17 contains 135139 members 
Mstep: Class 18 contains 98103 members 
Mstep: Class 19 contains 20055 members 
Mstep: Class 20 contains 93210 members 
Mstep: Class 21 contains 73915 members 
Mstep: Class 22 contains 15145 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 5061 members 
Mstep: Class 25 contains 12556 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 47963 members 
Mstep: Class 28 contains 19897 members 
Mstep: Class 29 contains 6624 members 
Mstep: Class 30 contains 18660 members 
Mstep: Class 31 contains 8773 members 
Mstep: Class 32 contains 69475 members 
Mstep: Class 33 contains 17244 members 
Mstep: Class 34 contains 8434 members 
Mstep: Class 35 contains 7521 members 
Mstep: Class 36 contains 772 members 
Mstep: Class 37 contains 4562 members 
Mstep: Class 38 contains 9507 members 
Entering Unmasked Estep 
Score: -150913184.000000 Penalty: 132019.453125
Splitting cluster 16 changes total score from -150905648.000000 to -150913184.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 17 (135139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135139 members 
Entering Unmasked Estep 
Score: -17375272.000000 Penalty: 2929.886719
	Iteration 0F: 2 clusters Score -1.737527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Mstep: Class 2 contains 67763 members 
Entering Unmasked Estep 
Score: -17285416.000000 Penalty: 5859.773438
	Iteration 0F: 3 clusters Score -1.728542e+07 nChanged 64482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -17322712.000000 Penalty: 5859.773438
	Iteration 1F: 3 clusters Score -1.732271e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 74378 members 
Entering Unmasked Estep 
Score: -17324230.000000 Penalty: 5859.773438
	Iteration 2Q: 3 clusters Score -1.732423e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -17326656.000000 Penalty: 5859.773438
	Iteration 3Q: 3 clusters Score -1.732666e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -17331144.000000 Penalty: 5859.773438
	Iteration 4F: 3 clusters Score -1.733114e+07 nChanged 9496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 92416 members 
Entering Unmasked Estep 
Score: -17337792.000000 Penalty: 5859.773438
	Iteration 5F: 3 clusters Score -1.733779e+07 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 101356 members 
Entering Unmasked Estep 
Score: -17345630.000000 Penalty: 5859.773438
	Iteration 6F: 3 clusters Score -1.734563e+07 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 110078 members 
Entering Unmasked Estep 
Score: -17353022.000000 Penalty: 5859.773438
	Iteration 7F: 3 clusters Score -1.735302e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 117763 members 
Entering Unmasked Estep 
Score: -17359474.000000 Penalty: 5859.773438
	Iteration 8F: 3 clusters Score -1.735947e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 124062 members 
Entering Unmasked Estep 
Score: -17364564.000000 Penalty: 5859.773438
	Iteration 9Q: 3 clusters Score -1.736456e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 128476 members 
Entering Unmasked Estep 
Score: -17367998.000000 Penalty: 5859.773438
	Iteration 10Q: 3 clusters Score -1.7368e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 131263 members 
Entering Unmasked Estep 
Score: -17370144.000000 Penalty: 5859.773438
	Iteration 11Q: 3 clusters Score -1.737014e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 132836 members 
Entering Unmasked Estep 
Score: -17371362.000000 Penalty: 5859.773438
	Iteration 12Q: 3 clusters Score -1.737136e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 133641 members 
Entering Unmasked Estep 
Score: -17371984.000000 Penalty: 5859.773438
	Iteration 13Q: 3 clusters Score -1.737198e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 134036 members 
Entering Unmasked Estep 
Score: -17372360.000000 Penalty: 5859.773438
	Iteration 14Q: 3 clusters Score -1.737236e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 134234 members 
Entering Unmasked Estep 
Score: -17372504.000000 Penalty: 5859.773438
	Iteration 15Q: 3 clusters Score -1.73725e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 134347 members 
Entering Unmasked Estep 
Score: -17372616.000000 Penalty: 5859.773438
	Iteration 16Q: 3 clusters Score -1.737262e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 134409 members 
Entering Unmasked Estep 
Score: -17372700.000000 Penalty: 5859.773438
	Iteration 17Q: 3 clusters Score -1.73727e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 134455 members 
Entering Unmasked Estep 
Score: -17372752.000000 Penalty: 5859.773438
	Iteration 18Q: 3 clusters Score -1.737275e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 134480 members 
Entering Unmasked Estep 
Score: -17372796.000000 Penalty: 5859.773438
	Iteration 19Q: 3 clusters Score -1.73728e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 134498 members 
Entering Unmasked Estep 
Score: -17372806.000000 Penalty: 5859.773438
	Iteration 20F: 3 clusters Score -1.737281e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 134514 members 
Entering Unmasked Estep 
Score: -17372810.000000 Penalty: 5859.773438
	Iteration 21Q: 3 clusters Score -1.737281e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 134516 members 
Entering Unmasked Estep 
Score: -17372824.000000 Penalty: 5859.773438
	Iteration 22Q: 3 clusters Score -1.737282e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 134520 members 
Entering Unmasked Estep 
Score: -17372834.000000 Penalty: 5859.773438
	Iteration 23Q: 3 clusters Score -1.737283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 134524 members 
Entering Unmasked Estep 
Score: -17372854.000000 Penalty: 5859.773438
	Iteration 24Q: 3 clusters Score -1.737285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 134534 members 
Entering Unmasked Estep 
Score: -17372850.000000 Penalty: 5859.773438
	Iteration 25Q: 3 clusters Score -1.737285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 134535 members 
Entering Unmasked Estep 
Score: -17372862.000000 Penalty: 5859.773438
	Iteration 26Q: 3 clusters Score -1.737286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 134535 members 
Entering Unmasked Estep 
Score: -17372868.000000 Penalty: 5859.773438
	Iteration 27Q: 3 clusters Score -1.737287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 134537 members 
Entering Unmasked Estep 
Score: -17372876.000000 Penalty: 5859.773438
	Iteration 28Q: 3 clusters Score -1.737288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 134537 members 
Entering Unmasked Estep 
Score: -17372894.000000 Penalty: 5859.773438
	Iteration 29Q: 3 clusters Score -1.737289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 134540 members 
Entering Unmasked Estep 
Score: -17372886.000000 Penalty: 5859.773438
	Iteration 30Q: 3 clusters Score -1.737289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 134547 members 
Entering Unmasked Estep 
Score: -17372898.000000 Penalty: 5859.773438
	Iteration 31Q: 3 clusters Score -1.73729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 134552 members 
Entering Unmasked Estep 
Score: -17372906.000000 Penalty: 5859.773438
	Iteration 32Q: 3 clusters Score -1.737291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 134556 members 
Entering Unmasked Estep 
Score: -17372896.000000 Penalty: 5859.773438
	Iteration 33Q: 3 clusters Score -1.73729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 134555 members 
Entering Unmasked Estep 
Score: -17372900.000000 Penalty: 5859.773438
	Iteration 34Q: 3 clusters Score -1.73729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 134557 members 
Entering Unmasked Estep 
Score: -17372902.000000 Penalty: 5859.773438
	Iteration 35Q: 3 clusters Score -1.73729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 134558 members 
Entering Unmasked Estep 
Score: -17372894.000000 Penalty: 5859.773438
	Iteration 36Q: 3 clusters Score -1.737289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 134558 members 
Entering Unmasked Estep 
Score: -17372894.000000 Penalty: 5859.773438
	Iteration 37F: 3 clusters Score -1.737289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (98103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98103 members 
Entering Unmasked Estep 
Score: -12722464.000000 Penalty: 2850.455811
	Iteration 0F: 2 clusters Score -1.272246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -12656806.000000 Penalty: 5700.911621
	Iteration 0F: 3 clusters Score -1.265681e+07 nChanged 46352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -12683815.000000 Penalty: 5700.911621
	Iteration 1F: 3 clusters Score -1.268382e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -12684911.000000 Penalty: 5700.911621
	Iteration 2Q: 3 clusters Score -1.268491e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -12686277.000000 Penalty: 5700.911621
	Iteration 3Q: 3 clusters Score -1.268628e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -12688035.000000 Penalty: 5700.911621
	Iteration 4Q: 3 clusters Score -1.268804e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 58236 members 
Entering Unmasked Estep 
Score: -12690643.000000 Penalty: 5700.911621
	Iteration 5Q: 3 clusters Score -1.269064e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -12693804.000000 Penalty: 5700.911621
	Iteration 6F: 3 clusters Score -1.26938e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -12698058.000000 Penalty: 5700.911621
	Iteration 7F: 3 clusters Score -1.269806e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 71558 members 
Entering Unmasked Estep 
Score: -12702836.000000 Penalty: 5700.911621
	Iteration 8F: 3 clusters Score -1.270284e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 76856 members 
Entering Unmasked Estep 
Score: -12707264.000000 Penalty: 5700.911621
	Iteration 9F: 3 clusters Score -1.270726e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 81696 members 
Entering Unmasked Estep 
Score: -12710985.000000 Penalty: 5700.911621
	Iteration 10F: 3 clusters Score -1.271098e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 85760 members 
Entering Unmasked Estep 
Score: -12713767.000000 Penalty: 5700.911621
	Iteration 11Q: 3 clusters Score -1.271377e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 88945 members 
Entering Unmasked Estep 
Score: -12715648.000000 Penalty: 5700.911621
	Iteration 12Q: 3 clusters Score -1.271565e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -12716939.000000 Penalty: 5700.911621
	Iteration 13Q: 3 clusters Score -1.271694e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 93140 members 
Entering Unmasked Estep 
Score: -12717989.000000 Penalty: 5700.911621
	Iteration 14Q: 3 clusters Score -1.271799e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 94405 members 
Entering Unmasked Estep 
Score: -12718737.000000 Penalty: 5700.911621
	Iteration 15Q: 3 clusters Score -1.271874e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 95235 members 
Entering Unmasked Estep 
Score: -12719190.000000 Penalty: 5700.911621
	Iteration 16Q: 3 clusters Score -1.271919e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 95760 members 
Entering Unmasked Estep 
Score: -12719438.000000 Penalty: 5700.911621
	Iteration 17Q: 3 clusters Score -1.271944e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 96118 members 
Entering Unmasked Estep 
Score: -12719630.000000 Penalty: 5700.911621
	Iteration 18Q: 3 clusters Score -1.271963e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -12719773.000000 Penalty: 5700.911621
	Iteration 19Q: 3 clusters Score -1.271977e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 96546 members 
Entering Unmasked Estep 
Score: -12719842.000000 Penalty: 5700.911621
	Iteration 20F: 3 clusters Score -1.271984e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 96666 members 
Entering Unmasked Estep 
Score: -12719882.000000 Penalty: 5700.911621
	Iteration 21Q: 3 clusters Score -1.271988e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 96752 members 
Entering Unmasked Estep 
Score: -12719940.000000 Penalty: 5700.911621
	Iteration 22Q: 3 clusters Score -1.271994e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 96818 members 
Entering Unmasked Estep 
Score: -12719947.000000 Penalty: 5700.911621
	Iteration 23Q: 3 clusters Score -1.271995e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 96872 members 
Entering Unmasked Estep 
Score: -12719986.000000 Penalty: 5700.911621
	Iteration 24Q: 3 clusters Score -1.271999e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 96912 members 
Entering Unmasked Estep 
Score: -12720029.000000 Penalty: 5700.911621
	Iteration 25Q: 3 clusters Score -1.272003e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 96951 members 
Entering Unmasked Estep 
Score: -12720064.000000 Penalty: 5700.911621
	Iteration 26Q: 3 clusters Score -1.272006e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 96986 members 
Entering Unmasked Estep 
Score: -12720083.000000 Penalty: 5700.911621
	Iteration 27Q: 3 clusters Score -1.272008e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 97003 members 
Entering Unmasked Estep 
Score: -12720084.000000 Penalty: 5700.911621
	Iteration 28Q: 3 clusters Score -1.272008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 97015 members 
Entering Unmasked Estep 
Score: -12720094.000000 Penalty: 5700.911621
	Iteration 29Q: 3 clusters Score -1.272009e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 97023 members 
Entering Unmasked Estep 
Score: -12720107.000000 Penalty: 5700.911621
	Iteration 30Q: 3 clusters Score -1.272011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 97028 members 
Entering Unmasked Estep 
Score: -12720100.000000 Penalty: 5700.911621
	Iteration 31Q: 3 clusters Score -1.27201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 97035 members 
Entering Unmasked Estep 
Score: -12720114.000000 Penalty: 5700.911621
	Iteration 32Q: 3 clusters Score -1.272011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 97041 members 
Entering Unmasked Estep 
Score: -12720113.000000 Penalty: 5700.911621
	Iteration 33Q: 3 clusters Score -1.272011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 97047 members 
Entering Unmasked Estep 
Score: -12720111.000000 Penalty: 5700.911621
	Iteration 34Q: 3 clusters Score -1.272011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 97052 members 
Entering Unmasked Estep 
Score: -12720120.000000 Penalty: 5700.911621
	Iteration 35Q: 3 clusters Score -1.272012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 97056 members 
Entering Unmasked Estep 
Score: -12720128.000000 Penalty: 5700.911621
	Iteration 36Q: 3 clusters Score -1.272013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -12720125.000000 Penalty: 5700.911621
	Iteration 37Q: 3 clusters Score -1.272012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 97059 members 
Entering Unmasked Estep 
Score: -12720125.000000 Penalty: 5700.911621
	Iteration 38Q: 3 clusters Score -1.272012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 97059 members 
Entering Unmasked Estep 
Score: -12720124.000000 Penalty: 5700.911621
	Iteration 39Q: 3 clusters Score -1.272012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 97063 members 
Entering Unmasked Estep 
Score: -12720140.000000 Penalty: 5700.911621
	Iteration 40F: 3 clusters Score -1.272014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 97066 members 
Entering Unmasked Estep 
Score: -12720136.000000 Penalty: 5700.911621
	Iteration 41Q: 3 clusters Score -1.272014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 97070 members 
Entering Unmasked Estep 
Score: -12720141.000000 Penalty: 5700.911621
	Iteration 42Q: 3 clusters Score -1.272014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 97078 members 
Entering Unmasked Estep 
Score: -12720153.000000 Penalty: 5700.911621
	Iteration 43Q: 3 clusters Score -1.272015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 97088 members 
Entering Unmasked Estep 
Score: -12720149.000000 Penalty: 5700.911621
	Iteration 44Q: 3 clusters Score -1.272015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 97093 members 
Entering Unmasked Estep 
Score: -12720159.000000 Penalty: 5700.911621
	Iteration 45Q: 3 clusters Score -1.272016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 97098 members 
Entering Unmasked Estep 
Score: -12720155.000000 Penalty: 5700.911621
	Iteration 46Q: 3 clusters Score -1.272016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 97100 members 
Entering Unmasked Estep 
Score: -12720157.000000 Penalty: 5700.911621
	Iteration 47Q: 3 clusters Score -1.272016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 97102 members 
Entering Unmasked Estep 
Score: -12720159.000000 Penalty: 5700.911621
	Iteration 48Q: 3 clusters Score -1.272016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 97107 members 
Entering Unmasked Estep 
Score: -12720159.000000 Penalty: 5700.911621
	Iteration 49Q: 3 clusters Score -1.272016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 97109 members 
Entering Unmasked Estep 
Score: -12720151.000000 Penalty: 5700.911621
	Iteration 50Q: 3 clusters Score -1.272015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 97111 members 
Entering Unmasked Estep 
Score: -12720150.000000 Penalty: 5700.911621
	Iteration 51Q: 3 clusters Score -1.272015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 97116 members 
Entering Unmasked Estep 
Score: -12720152.000000 Penalty: 5700.911621
	Iteration 52Q: 3 clusters Score -1.272015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 97119 members 
Entering Unmasked Estep 
Score: -12720163.000000 Penalty: 5700.911621
	Iteration 53Q: 3 clusters Score -1.272016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 97128 members 
Entering Unmasked Estep 
Score: -12720162.000000 Penalty: 5700.911621
	Iteration 54Q: 3 clusters Score -1.272016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 97141 members 
Entering Unmasked Estep 
Score: -12720167.000000 Penalty: 5700.911621
	Iteration 55Q: 3 clusters Score -1.272017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 97150 members 
Entering Unmasked Estep 
Score: -12720167.000000 Penalty: 5700.911621
	Iteration 56Q: 3 clusters Score -1.272017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 97157 members 
Entering Unmasked Estep 
Score: -12720166.000000 Penalty: 5700.911621
	Iteration 57Q: 3 clusters Score -1.272017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 97160 members 
Entering Unmasked Estep 
Score: -12720168.000000 Penalty: 5700.911621
	Iteration 58Q: 3 clusters Score -1.272017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 97164 members 
Entering Unmasked Estep 
Score: -12720160.000000 Penalty: 5700.911621
	Iteration 59Q: 3 clusters Score -1.272016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 97166 members 
Entering Unmasked Estep 
Score: -12720168.000000 Penalty: 5700.911621
	Iteration 60F: 3 clusters Score -1.272017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 97167 members 
Entering Unmasked Estep 
Score: -12720177.000000 Penalty: 5700.911621
	Iteration 61Q: 3 clusters Score -1.272018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 97168 members 
Entering Unmasked Estep 
Score: -12720170.000000 Penalty: 5700.911621
	Iteration 62Q: 3 clusters Score -1.272017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 97169 members 
Entering Unmasked Estep 
Score: -12720175.000000 Penalty: 5700.911621
	Iteration 63Q: 3 clusters Score -1.272018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 97170 members 
Entering Unmasked Estep 
Score: -12720173.000000 Penalty: 5700.911621
	Iteration 64Q: 3 clusters Score -1.272017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 97171 members 
Entering Unmasked Estep 
Score: -12720170.000000 Penalty: 5700.911621
	Iteration 65Q: 3 clusters Score -1.272017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 97174 members 
Entering Unmasked Estep 
Score: -12720177.000000 Penalty: 5700.911621
	Iteration 66Q: 3 clusters Score -1.272018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 97175 members 
Entering Unmasked Estep 
Score: -12720179.000000 Penalty: 5700.911621
	Iteration 67Q: 3 clusters Score -1.272018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 97176 members 
Entering Unmasked Estep 
Score: -12720180.000000 Penalty: 5700.911621
	Iteration 68Q: 3 clusters Score -1.272018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 97176 members 
Entering Unmasked Estep 
Score: -12720180.000000 Penalty: 5700.911621
	Iteration 69F: 3 clusters Score -1.272018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Entering Unmasked Estep 
Score: -2508480.000000 Penalty: 2456.746094
	Iteration 0F: 2 clusters Score -2508480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2494380.500000 Penalty: 4913.492188
	Iteration 0F: 3 clusters Score -2494380 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2499223.250000 Penalty: 4913.492188
	Iteration 1F: 3 clusters Score -2499223 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2499708.500000 Penalty: 4913.492188
	Iteration 2F: 3 clusters Score -2499708 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2500169.000000 Penalty: 4913.492188
	Iteration 3F: 3 clusters Score -2500169 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2500672.000000 Penalty: 4913.492188
	Iteration 4F: 3 clusters Score -2500672 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2501214.250000 Penalty: 4913.492188
	Iteration 5F: 3 clusters Score -2501214 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2501908.000000 Penalty: 4913.492188
	Iteration 6F: 3 clusters Score -2501908 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2502666.250000 Penalty: 4913.492188
	Iteration 7F: 3 clusters Score -2502666 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2503379.500000 Penalty: 4913.492188
	Iteration 8F: 3 clusters Score -2503380 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2503959.750000 Penalty: 4913.492188
	Iteration 9F: 3 clusters Score -2503960 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2504398.000000 Penalty: 4913.492188
	Iteration 10Q: 3 clusters Score -2504398 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2504693.500000 Penalty: 4913.492188
	Iteration 11Q: 3 clusters Score -2504694 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2504896.750000 Penalty: 4913.492188
	Iteration 12Q: 3 clusters Score -2504897 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2505065.500000 Penalty: 4913.492188
	Iteration 13Q: 3 clusters Score -2505066 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2505234.000000 Penalty: 4913.492188
	Iteration 14Q: 3 clusters Score -2505234 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2505374.500000 Penalty: 4913.492188
	Iteration 15Q: 3 clusters Score -2505374 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2505528.000000 Penalty: 4913.492188
	Iteration 16Q: 3 clusters Score -2505528 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2505666.750000 Penalty: 4913.492188
	Iteration 17Q: 3 clusters Score -2505667 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2505773.000000 Penalty: 4913.492188
	Iteration 18Q: 3 clusters Score -2505773 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2505830.250000 Penalty: 4913.492188
	Iteration 19Q: 3 clusters Score -2505830 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2505877.250000 Penalty: 4913.492188
	Iteration 20F: 3 clusters Score -2505877 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2505925.750000 Penalty: 4913.492188
	Iteration 21Q: 3 clusters Score -2505926 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2505968.500000 Penalty: 4913.492188
	Iteration 22Q: 3 clusters Score -2505968 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2506008.750000 Penalty: 4913.492188
	Iteration 23Q: 3 clusters Score -2506009 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2506056.250000 Penalty: 4913.492188
	Iteration 24Q: 3 clusters Score -2506056 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2506092.250000 Penalty: 4913.492188
	Iteration 25Q: 3 clusters Score -2506092 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2506123.000000 Penalty: 4913.492188
	Iteration 26Q: 3 clusters Score -2506123 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2506156.250000 Penalty: 4913.492188
	Iteration 27Q: 3 clusters Score -2506156 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2506182.500000 Penalty: 4913.492188
	Iteration 28Q: 3 clusters Score -2506182 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2506210.250000 Penalty: 4913.492188
	Iteration 29Q: 3 clusters Score -2506210 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2506266.250000 Penalty: 4913.492188
	Iteration 30Q: 3 clusters Score -2506266 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2506318.500000 Penalty: 4913.492188
	Iteration 31Q: 3 clusters Score -2506318 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2506379.000000 Penalty: 4913.492188
	Iteration 32Q: 3 clusters Score -2506379 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2506450.000000 Penalty: 4913.492188
	Iteration 33Q: 3 clusters Score -2506450 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2506527.750000 Penalty: 4913.492188
	Iteration 34Q: 3 clusters Score -2506528 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2506601.250000 Penalty: 4913.492188
	Iteration 35Q: 3 clusters Score -2506601 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2506690.500000 Penalty: 4913.492188
	Iteration 36Q: 3 clusters Score -2506690 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2506803.000000 Penalty: 4913.492188
	Iteration 37Q: 3 clusters Score -2506803 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2506938.750000 Penalty: 4913.492188
	Iteration 38Q: 3 clusters Score -2506939 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2507061.750000 Penalty: 4913.492188
	Iteration 39Q: 3 clusters Score -2507062 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2507179.250000 Penalty: 4913.492188
	Iteration 40F: 3 clusters Score -2507179 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2507242.000000 Penalty: 4913.492188
	Iteration 41Q: 3 clusters Score -2507242 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2507290.250000 Penalty: 4913.492188
	Iteration 42Q: 3 clusters Score -2507290 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2507316.000000 Penalty: 4913.492188
	Iteration 43Q: 3 clusters Score -2507316 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2507341.500000 Penalty: 4913.492188
	Iteration 44Q: 3 clusters Score -2507342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2507362.250000 Penalty: 4913.492188
	Iteration 45Q: 3 clusters Score -2507362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2507378.000000 Penalty: 4913.492188
	Iteration 46Q: 3 clusters Score -2507378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2507386.750000 Penalty: 4913.492188
	Iteration 47Q: 3 clusters Score -2507387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2507392.500000 Penalty: 4913.492188
	Iteration 48Q: 3 clusters Score -2507392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2507390.000000 Penalty: 4913.492188
	Iteration 49Q: 3 clusters Score -2507390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2507391.750000 Penalty: 4913.492188
	Iteration 50Q: 3 clusters Score -2507392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2507399.250000 Penalty: 4913.492188
	Iteration 51Q: 3 clusters Score -2507399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2507396.500000 Penalty: 4913.492188
	Iteration 52Q: 3 clusters Score -2507396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2507403.750000 Penalty: 4913.492188
	Iteration 53Q: 3 clusters Score -2507404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2507398.250000 Penalty: 4913.492188
	Iteration 54Q: 3 clusters Score -2507398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2507398.500000 Penalty: 4913.492188
	Iteration 55Q: 3 clusters Score -2507398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2507396.250000 Penalty: 4913.492188
	Iteration 56Q: 3 clusters Score -2507396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2507396.750000 Penalty: 4913.492188
	Iteration 57Q: 3 clusters Score -2507397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2507399.000000 Penalty: 4913.492188
	Iteration 58Q: 3 clusters Score -2507399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2507399.000000 Penalty: 4913.492188
	Iteration 59F: 3 clusters Score -2507399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (93210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93210 members 
Entering Unmasked Estep 
Score: -11182447.000000 Penalty: 2837.767578
	Iteration 0F: 2 clusters Score -1.118245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -11120120.000000 Penalty: 5675.535156
	Iteration 0F: 3 clusters Score -1.112012e+07 nChanged 43917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -11145524.000000 Penalty: 5675.535156
	Iteration 1F: 3 clusters Score -1.114552e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -11146772.000000 Penalty: 5675.535156
	Iteration 2Q: 3 clusters Score -1.114677e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -11148423.000000 Penalty: 5675.535156
	Iteration 3Q: 3 clusters Score -1.114842e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -11150074.000000 Penalty: 5675.535156
	Iteration 4Q: 3 clusters Score -1.115007e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -11152336.000000 Penalty: 5675.535156
	Iteration 5F: 3 clusters Score -1.115234e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -11154921.000000 Penalty: 5675.535156
	Iteration 6F: 3 clusters Score -1.115492e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 56571 members 
Entering Unmasked Estep 
Score: -11157811.000000 Penalty: 5675.535156
	Iteration 7F: 3 clusters Score -1.115781e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -11160669.000000 Penalty: 5675.535156
	Iteration 8F: 3 clusters Score -1.116067e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 61853 members 
Entering Unmasked Estep 
Score: -11163408.000000 Penalty: 5675.535156
	Iteration 9F: 3 clusters Score -1.116341e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -11165874.000000 Penalty: 5675.535156
	Iteration 10Q: 3 clusters Score -1.116587e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 66564 members 
Entering Unmasked Estep 
Score: -11167818.000000 Penalty: 5675.535156
	Iteration 11Q: 3 clusters Score -1.116782e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -11169420.000000 Penalty: 5675.535156
	Iteration 12Q: 3 clusters Score -1.116942e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 70164 members 
Entering Unmasked Estep 
Score: -11170707.000000 Penalty: 5675.535156
	Iteration 13Q: 3 clusters Score -1.117071e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 71846 members 
Entering Unmasked Estep 
Score: -11171748.000000 Penalty: 5675.535156
	Iteration 14Q: 3 clusters Score -1.117175e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 73565 members 
Entering Unmasked Estep 
Score: -11172651.000000 Penalty: 5675.535156
	Iteration 15Q: 3 clusters Score -1.117265e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -11173409.000000 Penalty: 5675.535156
	Iteration 16Q: 3 clusters Score -1.117341e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -11174214.000000 Penalty: 5675.535156
	Iteration 17Q: 3 clusters Score -1.117421e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 78570 members 
Entering Unmasked Estep 
Score: -11175010.000000 Penalty: 5675.535156
	Iteration 18Q: 3 clusters Score -1.117501e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -11175731.000000 Penalty: 5675.535156
	Iteration 19Q: 3 clusters Score -1.117573e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 81669 members 
Entering Unmasked Estep 
Score: -11176502.000000 Penalty: 5675.535156
	Iteration 20F: 3 clusters Score -1.11765e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 83116 members 
Entering Unmasked Estep 
Score: -11177303.000000 Penalty: 5675.535156
	Iteration 21Q: 3 clusters Score -1.11773e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 84413 members 
Entering Unmasked Estep 
Score: -11178044.000000 Penalty: 5675.535156
	Iteration 22Q: 3 clusters Score -1.117804e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 85567 members 
Entering Unmasked Estep 
Score: -11178706.000000 Penalty: 5675.535156
	Iteration 23Q: 3 clusters Score -1.117871e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -11179261.000000 Penalty: 5675.535156
	Iteration 24Q: 3 clusters Score -1.117926e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 87289 members 
Entering Unmasked Estep 
Score: -11179728.000000 Penalty: 5675.535156
	Iteration 25Q: 3 clusters Score -1.117973e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 87901 members 
Entering Unmasked Estep 
Score: -11180084.000000 Penalty: 5675.535156
	Iteration 26Q: 3 clusters Score -1.118008e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 88385 members 
Entering Unmasked Estep 
Score: -11180298.000000 Penalty: 5675.535156
	Iteration 27Q: 3 clusters Score -1.11803e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 88762 members 
Entering Unmasked Estep 
Score: -11180488.000000 Penalty: 5675.535156
	Iteration 28Q: 3 clusters Score -1.118049e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 89032 members 
Entering Unmasked Estep 
Score: -11180622.000000 Penalty: 5675.535156
	Iteration 29Q: 3 clusters Score -1.118062e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 89229 members 
Entering Unmasked Estep 
Score: -11180765.000000 Penalty: 5675.535156
	Iteration 30Q: 3 clusters Score -1.118076e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 89395 members 
Entering Unmasked Estep 
Score: -11180809.000000 Penalty: 5675.535156
	Iteration 31Q: 3 clusters Score -1.118081e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 89508 members 
Entering Unmasked Estep 
Score: -11180856.000000 Penalty: 5675.535156
	Iteration 32Q: 3 clusters Score -1.118086e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
Score: -11180880.000000 Penalty: 5675.535156
	Iteration 33Q: 3 clusters Score -1.118088e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 89681 members 
Entering Unmasked Estep 
Score: -11180914.000000 Penalty: 5675.535156
	Iteration 34Q: 3 clusters Score -1.118091e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 89749 members 
Entering Unmasked Estep 
Score: -11180960.000000 Penalty: 5675.535156
	Iteration 35Q: 3 clusters Score -1.118096e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 89820 members 
Entering Unmasked Estep 
Score: -11180970.000000 Penalty: 5675.535156
	Iteration 36Q: 3 clusters Score -1.118097e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 89884 members 
Entering Unmasked Estep 
Score: -11180984.000000 Penalty: 5675.535156
	Iteration 37Q: 3 clusters Score -1.118098e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -11181010.000000 Penalty: 5675.535156
	Iteration 38Q: 3 clusters Score -1.118101e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 89979 members 
Entering Unmasked Estep 
Score: -11181024.000000 Penalty: 5675.535156
	Iteration 39Q: 3 clusters Score -1.118102e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 90035 members 
Entering Unmasked Estep 
Score: -11181034.000000 Penalty: 5675.535156
	Iteration 40F: 3 clusters Score -1.118103e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 90077 members 
Entering Unmasked Estep 
Score: -11181078.000000 Penalty: 5675.535156
	Iteration 41Q: 3 clusters Score -1.118108e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 90118 members 
Entering Unmasked Estep 
Score: -11181086.000000 Penalty: 5675.535156
	Iteration 42Q: 3 clusters Score -1.118109e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 90153 members 
Entering Unmasked Estep 
Score: -11181090.000000 Penalty: 5675.535156
	Iteration 43Q: 3 clusters Score -1.118109e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 90190 members 
Entering Unmasked Estep 
Score: -11181088.000000 Penalty: 5675.535156
	Iteration 44Q: 3 clusters Score -1.118109e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 90222 members 
Entering Unmasked Estep 
Score: -11181086.000000 Penalty: 5675.535156
	Iteration 45Q: 3 clusters Score -1.118109e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 90243 members 
Entering Unmasked Estep 
Score: -11181095.000000 Penalty: 5675.535156
	Iteration 46Q: 3 clusters Score -1.11811e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 90267 members 
Entering Unmasked Estep 
Score: -11181089.000000 Penalty: 5675.535156
	Iteration 47Q: 3 clusters Score -1.118109e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 90290 members 
Entering Unmasked Estep 
Score: -11181104.000000 Penalty: 5675.535156
	Iteration 48Q: 3 clusters Score -1.11811e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 90301 members 
Entering Unmasked Estep 
Score: -11181112.000000 Penalty: 5675.535156
	Iteration 49Q: 3 clusters Score -1.118111e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 90311 members 
Entering Unmasked Estep 
Score: -11181111.000000 Penalty: 5675.535156
	Iteration 50Q: 3 clusters Score -1.118111e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 90314 members 
Entering Unmasked Estep 
Score: -11181114.000000 Penalty: 5675.535156
	Iteration 51Q: 3 clusters Score -1.118111e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 90316 members 
Entering Unmasked Estep 
Score: -11181127.000000 Penalty: 5675.535156
	Iteration 52Q: 3 clusters Score -1.118113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 90320 members 
Entering Unmasked Estep 
Score: -11181129.000000 Penalty: 5675.535156
	Iteration 53Q: 3 clusters Score -1.118113e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 90324 members 
Entering Unmasked Estep 
Score: -11181135.000000 Penalty: 5675.535156
	Iteration 54Q: 3 clusters Score -1.118114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 90325 members 
Entering Unmasked Estep 
Score: -11181146.000000 Penalty: 5675.535156
	Iteration 55Q: 3 clusters Score -1.118115e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 90334 members 
Entering Unmasked Estep 
Score: -11181153.000000 Penalty: 5675.535156
	Iteration 56Q: 3 clusters Score -1.118115e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 90344 members 
Entering Unmasked Estep 
Score: -11181149.000000 Penalty: 5675.535156
	Iteration 57Q: 3 clusters Score -1.118115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 90351 members 
Entering Unmasked Estep 
Score: -11181164.000000 Penalty: 5675.535156
	Iteration 58Q: 3 clusters Score -1.118116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 90356 members 
Entering Unmasked Estep 
Score: -11181162.000000 Penalty: 5675.535156
	Iteration 59Q: 3 clusters Score -1.118116e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 90359 members 
Entering Unmasked Estep 
Score: -11181169.000000 Penalty: 5675.535156
	Iteration 60F: 3 clusters Score -1.118117e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -11181166.000000 Penalty: 5675.535156
	Iteration 61Q: 3 clusters Score -1.118117e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -11181162.000000 Penalty: 5675.535156
	Iteration 62Q: 3 clusters Score -1.118116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
Score: -11181180.000000 Penalty: 5675.535156
	Iteration 63Q: 3 clusters Score -1.118118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -11181194.000000 Penalty: 5675.535156
	Iteration 64Q: 3 clusters Score -1.118119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 90368 members 
Entering Unmasked Estep 
Score: -11181188.000000 Penalty: 5675.535156
	Iteration 65Q: 3 clusters Score -1.118119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 90370 members 
Entering Unmasked Estep 
Score: -11181185.000000 Penalty: 5675.535156
	Iteration 66Q: 3 clusters Score -1.118118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 90367 members 
Entering Unmasked Estep 
Score: -11181186.000000 Penalty: 5675.535156
	Iteration 67Q: 3 clusters Score -1.118119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 90367 members 
Entering Unmasked Estep 
Score: -11181172.000000 Penalty: 5675.535156
	Iteration 68Q: 3 clusters Score -1.118117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 90365 members 
Entering Unmasked Estep 
Score: -11181183.000000 Penalty: 5675.535156
	Iteration 69Q: 3 clusters Score -1.118118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -11181178.000000 Penalty: 5675.535156
	Iteration 70Q: 3 clusters Score -1.118118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 90361 members 
Entering Unmasked Estep 
Score: -11181181.000000 Penalty: 5675.535156
	Iteration 71Q: 3 clusters Score -1.118118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -11181179.000000 Penalty: 5675.535156
	Iteration 72Q: 3 clusters Score -1.118118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 90361 members 
Entering Unmasked Estep 
Score: -11181182.000000 Penalty: 5675.535156
	Iteration 73Q: 3 clusters Score -1.118118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 90361 members 
Entering Unmasked Estep 
Score: -11181186.000000 Penalty: 5675.535156
	Iteration 74Q: 3 clusters Score -1.118119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
Score: -11181180.000000 Penalty: 5675.535156
	Iteration 75Q: 3 clusters Score -1.118118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
Score: -11181180.000000 Penalty: 5675.535156
	Iteration 76F: 3 clusters Score -1.118118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (73915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73915 members 
Entering Unmasked Estep 
Score: -9477752.000000 Penalty: 2780.246582
	Iteration 0F: 2 clusters Score -9477752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -9428201.000000 Penalty: 5560.493164
	Iteration 0F: 3 clusters Score -9428201 nChanged 34698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -9447757.000000 Penalty: 5560.493164
	Iteration 1F: 3 clusters Score -9447757 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -9448489.000000 Penalty: 5560.493164
	Iteration 2Q: 3 clusters Score -9448489 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -9449154.000000 Penalty: 5560.493164
	Iteration 3Q: 3 clusters Score -9449154 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -9449835.000000 Penalty: 5560.493164
	Iteration 4Q: 3 clusters Score -9449835 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -9450676.000000 Penalty: 5560.493164
	Iteration 5Q: 3 clusters Score -9450676 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -9451720.000000 Penalty: 5560.493164
	Iteration 6Q: 3 clusters Score -9451720 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -9453096.000000 Penalty: 5560.493164
	Iteration 7Q: 3 clusters Score -9453096 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -9455069.000000 Penalty: 5560.493164
	Iteration 8F: 3 clusters Score -9455069 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -9458032.000000 Penalty: 5560.493164
	Iteration 9F: 3 clusters Score -9458032 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -9461908.000000 Penalty: 5560.493164
	Iteration 10F: 3 clusters Score -9461908 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -9465897.000000 Penalty: 5560.493164
	Iteration 11F: 3 clusters Score -9465897 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -9469443.000000 Penalty: 5560.493164
	Iteration 12F: 3 clusters Score -9469443 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -9471943.000000 Penalty: 5560.493164
	Iteration 13Q: 3 clusters Score -9471943 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 70572 members 
Entering Unmasked Estep 
Score: -9473588.000000 Penalty: 5560.493164
	Iteration 14Q: 3 clusters Score -9473588 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 71801 members 
Entering Unmasked Estep 
Score: -9474517.000000 Penalty: 5560.493164
	Iteration 15Q: 3 clusters Score -9474517 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 72499 members 
Entering Unmasked Estep 
Score: -9475000.000000 Penalty: 5560.493164
	Iteration 16Q: 3 clusters Score -9475000 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -9475211.000000 Penalty: 5560.493164
	Iteration 17Q: 3 clusters Score -9475211 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 72995 members 
Entering Unmasked Estep 
Score: -9475328.000000 Penalty: 5560.493164
	Iteration 18Q: 3 clusters Score -9475328 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 73094 members 
Entering Unmasked Estep 
Score: -9475383.000000 Penalty: 5560.493164
	Iteration 19Q: 3 clusters Score -9475383 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 73156 members 
Entering Unmasked Estep 
Score: -9475430.000000 Penalty: 5560.493164
	Iteration 20F: 3 clusters Score -9475430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 73208 members 
Entering Unmasked Estep 
Score: -9475495.000000 Penalty: 5560.493164
	Iteration 21Q: 3 clusters Score -9475495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 73244 members 
Entering Unmasked Estep 
Score: -9475512.000000 Penalty: 5560.493164
	Iteration 22Q: 3 clusters Score -9475512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -9475530.000000 Penalty: 5560.493164
	Iteration 23Q: 3 clusters Score -9475530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 73278 members 
Entering Unmasked Estep 
Score: -9475545.000000 Penalty: 5560.493164
	Iteration 24Q: 3 clusters Score -9475545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 73291 members 
Entering Unmasked Estep 
Score: -9475563.000000 Penalty: 5560.493164
	Iteration 25Q: 3 clusters Score -9475563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 73298 members 
Entering Unmasked Estep 
Score: -9475578.000000 Penalty: 5560.493164
	Iteration 26Q: 3 clusters Score -9475578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 73301 members 
Entering Unmasked Estep 
Score: -9475590.000000 Penalty: 5560.493164
	Iteration 27Q: 3 clusters Score -9475590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
Score: -9475593.000000 Penalty: 5560.493164
	Iteration 28Q: 3 clusters Score -9475593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -9475598.000000 Penalty: 5560.493164
	Iteration 29Q: 3 clusters Score -9475598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 73317 members 
Entering Unmasked Estep 
Score: -9475599.000000 Penalty: 5560.493164
	Iteration 30Q: 3 clusters Score -9475599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -9475600.000000 Penalty: 5560.493164
	Iteration 31Q: 3 clusters Score -9475600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -9475604.000000 Penalty: 5560.493164
	Iteration 32Q: 3 clusters Score -9475604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -9475604.000000 Penalty: 5560.493164
	Iteration 33Q: 3 clusters Score -9475604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -9475606.000000 Penalty: 5560.493164
	Iteration 34Q: 3 clusters Score -9475606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -9475606.000000 Penalty: 5560.493164
	Iteration 35F: 3 clusters Score -9475606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Entering Unmasked Estep 
Score: -1979796.750000 Penalty: 2387.105469
	Iteration 0F: 2 clusters Score -1979797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1968886.125000 Penalty: 4774.210938
	Iteration 0F: 3 clusters Score -1968886 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1972392.875000 Penalty: 4774.210938
	Iteration 1F: 3 clusters Score -1972393 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1972792.000000 Penalty: 4774.210938
	Iteration 2F: 3 clusters Score -1972792 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1973131.250000 Penalty: 4774.210938
	Iteration 3Q: 3 clusters Score -1973131 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1973437.625000 Penalty: 4774.210938
	Iteration 4Q: 3 clusters Score -1973438 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1973728.375000 Penalty: 4774.210938
	Iteration 5Q: 3 clusters Score -1973728 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1973997.875000 Penalty: 4774.210938
	Iteration 6Q: 3 clusters Score -1973998 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1974307.375000 Penalty: 4774.210938
	Iteration 7Q: 3 clusters Score -1974307 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1974611.625000 Penalty: 4774.210938
	Iteration 8Q: 3 clusters Score -1974612 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1974902.875000 Penalty: 4774.210938
	Iteration 9Q: 3 clusters Score -1974903 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1975137.500000 Penalty: 4774.210938
	Iteration 10Q: 3 clusters Score -1975138 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1975313.625000 Penalty: 4774.210938
	Iteration 11Q: 3 clusters Score -1975314 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1975453.875000 Penalty: 4774.210938
	Iteration 12Q: 3 clusters Score -1975454 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1975567.625000 Penalty: 4774.210938
	Iteration 13Q: 3 clusters Score -1975568 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1975663.000000 Penalty: 4774.210938
	Iteration 14Q: 3 clusters Score -1975663 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1975745.500000 Penalty: 4774.210938
	Iteration 15Q: 3 clusters Score -1975746 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1975808.625000 Penalty: 4774.210938
	Iteration 16Q: 3 clusters Score -1975809 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1975854.250000 Penalty: 4774.210938
	Iteration 17Q: 3 clusters Score -1975854 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1975909.125000 Penalty: 4774.210938
	Iteration 18Q: 3 clusters Score -1975909 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1975952.375000 Penalty: 4774.210938
	Iteration 19Q: 3 clusters Score -1975952 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1976000.875000 Penalty: 4774.210938
	Iteration 20F: 3 clusters Score -1976001 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1976040.750000 Penalty: 4774.210938
	Iteration 21Q: 3 clusters Score -1976041 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1976081.875000 Penalty: 4774.210938
	Iteration 22Q: 3 clusters Score -1976082 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1976126.875000 Penalty: 4774.210938
	Iteration 23Q: 3 clusters Score -1976127 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1976162.125000 Penalty: 4774.210938
	Iteration 24Q: 3 clusters Score -1976162 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1976214.625000 Penalty: 4774.210938
	Iteration 25Q: 3 clusters Score -1976215 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1976271.375000 Penalty: 4774.210938
	Iteration 26Q: 3 clusters Score -1976271 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1976334.625000 Penalty: 4774.210938
	Iteration 27Q: 3 clusters Score -1976335 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1976419.875000 Penalty: 4774.210938
	Iteration 28Q: 3 clusters Score -1976420 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1976491.750000 Penalty: 4774.210938
	Iteration 29Q: 3 clusters Score -1976492 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1976563.625000 Penalty: 4774.210938
	Iteration 30Q: 3 clusters Score -1976564 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1976642.125000 Penalty: 4774.210938
	Iteration 31Q: 3 clusters Score -1976642 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1976698.250000 Penalty: 4774.210938
	Iteration 32Q: 3 clusters Score -1976698 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1976760.375000 Penalty: 4774.210938
	Iteration 33Q: 3 clusters Score -1976760 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1976809.875000 Penalty: 4774.210938
	Iteration 34Q: 3 clusters Score -1976810 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1976872.500000 Penalty: 4774.210938
	Iteration 35Q: 3 clusters Score -1976872 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1976922.875000 Penalty: 4774.210938
	Iteration 36Q: 3 clusters Score -1976923 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1976977.875000 Penalty: 4774.210938
	Iteration 37Q: 3 clusters Score -1976978 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1977028.625000 Penalty: 4774.210938
	Iteration 38Q: 3 clusters Score -1977029 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1977076.375000 Penalty: 4774.210938
	Iteration 39Q: 3 clusters Score -1977076 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1977107.500000 Penalty: 4774.210938
	Iteration 40F: 3 clusters Score -1977108 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1977147.750000 Penalty: 4774.210938
	Iteration 41Q: 3 clusters Score -1977148 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1977174.000000 Penalty: 4774.210938
	Iteration 42Q: 3 clusters Score -1977174 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1977198.625000 Penalty: 4774.210938
	Iteration 43Q: 3 clusters Score -1977199 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1977228.500000 Penalty: 4774.210938
	Iteration 44Q: 3 clusters Score -1977228 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1977258.000000 Penalty: 4774.210938
	Iteration 45Q: 3 clusters Score -1977258 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1977294.375000 Penalty: 4774.210938
	Iteration 46Q: 3 clusters Score -1977294 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1977329.750000 Penalty: 4774.210938
	Iteration 47Q: 3 clusters Score -1977330 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1977366.125000 Penalty: 4774.210938
	Iteration 48Q: 3 clusters Score -1977366 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1977395.500000 Penalty: 4774.210938
	Iteration 49Q: 3 clusters Score -1977396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1977428.375000 Penalty: 4774.210938
	Iteration 50Q: 3 clusters Score -1977428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1977448.000000 Penalty: 4774.210938
	Iteration 51Q: 3 clusters Score -1977448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1977467.500000 Penalty: 4774.210938
	Iteration 52Q: 3 clusters Score -1977468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1977479.000000 Penalty: 4774.210938
	Iteration 53Q: 3 clusters Score -1977479 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1977500.375000 Penalty: 4774.210938
	Iteration 54Q: 3 clusters Score -1977500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1977525.625000 Penalty: 4774.210938
	Iteration 55Q: 3 clusters Score -1977526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1977545.875000 Penalty: 4774.210938
	Iteration 56Q: 3 clusters Score -1977546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1977566.500000 Penalty: 4774.210938
	Iteration 57Q: 3 clusters Score -1977566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1977583.500000 Penalty: 4774.210938
	Iteration 58Q: 3 clusters Score -1977584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1977598.375000 Penalty: 4774.210938
	Iteration 59Q: 3 clusters Score -1977598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1977616.000000 Penalty: 4774.210938
	Iteration 60F: 3 clusters Score -1977616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1977628.125000 Penalty: 4774.210938
	Iteration 61Q: 3 clusters Score -1977628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1977634.375000 Penalty: 4774.210938
	Iteration 62Q: 3 clusters Score -1977634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1977641.125000 Penalty: 4774.210938
	Iteration 63Q: 3 clusters Score -1977641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1977643.625000 Penalty: 4774.210938
	Iteration 64Q: 3 clusters Score -1977644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1977652.375000 Penalty: 4774.210938
	Iteration 65Q: 3 clusters Score -1977652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1977657.625000 Penalty: 4774.210938
	Iteration 66Q: 3 clusters Score -1977658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1977659.250000 Penalty: 4774.210938
	Iteration 67Q: 3 clusters Score -1977659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1977661.750000 Penalty: 4774.210938
	Iteration 68Q: 3 clusters Score -1977662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1977661.000000 Penalty: 4774.210938
	Iteration 69Q: 3 clusters Score -1977661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1977666.250000 Penalty: 4774.210938
	Iteration 70Q: 3 clusters Score -1977666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1977670.625000 Penalty: 4774.210938
	Iteration 71Q: 3 clusters Score -1977671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1977672.500000 Penalty: 4774.210938
	Iteration 72Q: 3 clusters Score -1977672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1977675.250000 Penalty: 4774.210938
	Iteration 73Q: 3 clusters Score -1977675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1977675.750000 Penalty: 4774.210938
	Iteration 74Q: 3 clusters Score -1977676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1977674.500000 Penalty: 4774.210938
	Iteration 75Q: 3 clusters Score -1977674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1977676.750000 Penalty: 4774.210938
	Iteration 76Q: 3 clusters Score -1977677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1977678.625000 Penalty: 4774.210938
	Iteration 77Q: 3 clusters Score -1977679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1977680.500000 Penalty: 4774.210938
	Iteration 78Q: 3 clusters Score -1977680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1977681.750000 Penalty: 4774.210938
	Iteration 79Q: 3 clusters Score -1977682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1977683.250000 Penalty: 4774.210938
	Iteration 80F: 3 clusters Score -1977683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1977683.750000 Penalty: 4774.210938
	Iteration 81Q: 3 clusters Score -1977684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1977685.375000 Penalty: 4774.210938
	Iteration 82Q: 3 clusters Score -1977685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1977683.500000 Penalty: 4774.210938
	Iteration 83Q: 3 clusters Score -1977684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1977689.500000 Penalty: 4774.210938
	Iteration 84Q: 3 clusters Score -1977690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1977690.875000 Penalty: 4774.210938
	Iteration 85Q: 3 clusters Score -1977691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1977690.625000 Penalty: 4774.210938
	Iteration 86Q: 3 clusters Score -1977691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1977688.875000 Penalty: 4774.210938
	Iteration 87Q: 3 clusters Score -1977689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1977688.875000 Penalty: 4774.210938
	Iteration 88F: 3 clusters Score -1977689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -161714.500000 Penalty: 1826.878418
	Iteration 0F: 2 clusters Score -161714.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -159715.578125 Penalty: 3653.756836
	Iteration 0F: 3 clusters Score -159715.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -162413.703125 Penalty: 3653.756836
	Iteration 1F: 3 clusters Score -162413.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -163863.343750 Penalty: 3653.756836
	Iteration 2F: 3 clusters Score -163863.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -164174.468750 Penalty: 3653.756836
	Iteration 3F: 3 clusters Score -164174.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -164387.515625 Penalty: 3653.756836
	Iteration 4Q: 3 clusters Score -164387.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -164555.812500 Penalty: 3653.756836
	Iteration 5Q: 3 clusters Score -164555.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -164585.187500 Penalty: 3653.756836
	Iteration 6Q: 3 clusters Score -164585.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -164593.906250 Penalty: 3653.756836
	Iteration 7Q: 3 clusters Score -164593.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -164593.906250 Penalty: 3653.756836
	Iteration 8F: 3 clusters Score -164593.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 9554 members 
Mstep: Class 7 contains 6830 members 
Mstep: Class 8 contains 663 members 
Mstep: Class 9 contains 18528 members 
Mstep: Class 10 contains 173436 members 
Mstep: Class 11 contains 11399 members 
Mstep: Class 12 contains 178979 members 
Mstep: Class 13 contains 71271 members 
Mstep: Class 14 contains 1560 members 
Mstep: Class 15 contains 2897 members 
Mstep: Class 16 contains 4257 members 
Mstep: Class 17 contains 135139 members 
Mstep: Class 18 contains 98103 members 
Mstep: Class 19 contains 20055 members 
Mstep: Class 20 contains 93210 members 
Mstep: Class 21 contains 73915 members 
Mstep: Class 22 contains 15145 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 5061 members 
Mstep: Class 25 contains 12556 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 47963 members 
Mstep: Class 28 contains 19897 members 
Mstep: Class 29 contains 6624 members 
Mstep: Class 30 contains 18660 members 
Mstep: Class 31 contains 8773 members 
Mstep: Class 32 contains 69475 members 
Mstep: Class 33 contains 17244 members 
Mstep: Class 34 contains 8434 members 
Mstep: Class 35 contains 7521 members 
Mstep: Class 36 contains 772 members 
Mstep: Class 37 contains 4562 members 
Mstep: Class 38 contains 9507 members 
Mstep: Class 39 contains 413 members 
Entering Unmasked Estep 
Score: -150913936.000000 Penalty: 135493.656250
Splitting cluster 23 changes total score from -150905648.000000 to -150913936.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 24 (5061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Entering Unmasked Estep 
Score: -624655.875000 Penalty: 2115.271240
	Iteration 0F: 2 clusters Score -624655.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -620072.812500 Penalty: 4230.542480
	Iteration 0F: 3 clusters Score -620072.8 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -621225.500000 Penalty: 4230.542480
	Iteration 1F: 3 clusters Score -621225.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -621516.062500 Penalty: 4230.542480
	Iteration 2F: 3 clusters Score -621516.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -621824.687500 Penalty: 4230.542480
	Iteration 3F: 3 clusters Score -621824.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -622072.187500 Penalty: 4230.542480
	Iteration 4F: 3 clusters Score -622072.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -622290.187500 Penalty: 4230.542480
	Iteration 5F: 3 clusters Score -622290.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -622484.062500 Penalty: 4230.542480
	Iteration 6Q: 3 clusters Score -622484.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -622666.187500 Penalty: 4230.542480
	Iteration 7Q: 3 clusters Score -622666.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -622830.687500 Penalty: 4230.542480
	Iteration 8Q: 3 clusters Score -622830.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -623007.562500 Penalty: 4230.542480
	Iteration 9Q: 3 clusters Score -623007.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -623185.000000 Penalty: 4230.542480
	Iteration 10Q: 3 clusters Score -623185 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -623339.062500 Penalty: 4230.542480
	Iteration 11Q: 3 clusters Score -623339.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -623443.062500 Penalty: 4230.542480
	Iteration 12Q: 3 clusters Score -623443.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -623538.812500 Penalty: 4230.542480
	Iteration 13Q: 3 clusters Score -623538.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -623593.812500 Penalty: 4230.542480
	Iteration 14Q: 3 clusters Score -623593.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -623659.000000 Penalty: 4230.542480
	Iteration 15Q: 3 clusters Score -623659 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -623741.937500 Penalty: 4230.542480
	Iteration 16Q: 3 clusters Score -623741.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -623837.750000 Penalty: 4230.542480
	Iteration 17Q: 3 clusters Score -623837.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -623952.500000 Penalty: 4230.542480
	Iteration 18Q: 3 clusters Score -623952.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -624008.937500 Penalty: 4230.542480
	Iteration 19Q: 3 clusters Score -624008.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -624029.750000 Penalty: 4230.542480
	Iteration 20F: 3 clusters Score -624029.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -624039.125000 Penalty: 4230.542480
	Iteration 21Q: 3 clusters Score -624039.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -624045.687500 Penalty: 4230.542480
	Iteration 22Q: 3 clusters Score -624045.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -624048.125000 Penalty: 4230.542480
	Iteration 23Q: 3 clusters Score -624048.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -624051.625000 Penalty: 4230.542480
	Iteration 24Q: 3 clusters Score -624051.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -624055.812500 Penalty: 4230.542480
	Iteration 25Q: 3 clusters Score -624055.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -624058.437500 Penalty: 4230.542480
	Iteration 26Q: 3 clusters Score -624058.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -624061.562500 Penalty: 4230.542480
	Iteration 27Q: 3 clusters Score -624061.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -624063.687500 Penalty: 4230.542480
	Iteration 28Q: 3 clusters Score -624063.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -624065.937500 Penalty: 4230.542480
	Iteration 29Q: 3 clusters Score -624065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -624067.000000 Penalty: 4230.542480
	Iteration 30Q: 3 clusters Score -624067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -624067.000000 Penalty: 4230.542480
	Iteration 31F: 3 clusters Score -624067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Entering Unmasked Estep 
Score: -1648996.875000 Penalty: 2340.612549
	Iteration 0F: 2 clusters Score -1648997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1639691.625000 Penalty: 4681.225098
	Iteration 0F: 3 clusters Score -1639692 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1642459.750000 Penalty: 4681.225098
	Iteration 1F: 3 clusters Score -1642460 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1642763.375000 Penalty: 4681.225098
	Iteration 2F: 3 clusters Score -1642763 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1642934.250000 Penalty: 4681.225098
	Iteration 3Q: 3 clusters Score -1642934 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1643069.375000 Penalty: 4681.225098
	Iteration 4Q: 3 clusters Score -1643069 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1643186.500000 Penalty: 4681.225098
	Iteration 5Q: 3 clusters Score -1643186 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1643285.000000 Penalty: 4681.225098
	Iteration 6Q: 3 clusters Score -1643285 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1643378.250000 Penalty: 4681.225098
	Iteration 7Q: 3 clusters Score -1643378 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1643459.500000 Penalty: 4681.225098
	Iteration 8Q: 3 clusters Score -1643460 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1643536.000000 Penalty: 4681.225098
	Iteration 9Q: 3 clusters Score -1643536 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1643615.750000 Penalty: 4681.225098
	Iteration 10Q: 3 clusters Score -1643616 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1643700.250000 Penalty: 4681.225098
	Iteration 11Q: 3 clusters Score -1643700 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1643800.375000 Penalty: 4681.225098
	Iteration 12Q: 3 clusters Score -1643800 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1643932.125000 Penalty: 4681.225098
	Iteration 13Q: 3 clusters Score -1643932 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1644078.250000 Penalty: 4681.225098
	Iteration 14Q: 3 clusters Score -1644078 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1644242.875000 Penalty: 4681.225098
	Iteration 15Q: 3 clusters Score -1644243 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1644438.875000 Penalty: 4681.225098
	Iteration 16Q: 3 clusters Score -1644439 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1644671.625000 Penalty: 4681.225098
	Iteration 17Q: 3 clusters Score -1644672 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1644924.875000 Penalty: 4681.225098
	Iteration 18Q: 3 clusters Score -1644925 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1645191.875000 Penalty: 4681.225098
	Iteration 19Q: 3 clusters Score -1645192 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1645455.250000 Penalty: 4681.225098
	Iteration 20F: 3 clusters Score -1645455 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1645743.250000 Penalty: 4681.225098
	Iteration 21Q: 3 clusters Score -1645743 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1646019.500000 Penalty: 4681.225098
	Iteration 22Q: 3 clusters Score -1646020 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1646230.875000 Penalty: 4681.225098
	Iteration 23Q: 3 clusters Score -1646231 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1646381.375000 Penalty: 4681.225098
	Iteration 24Q: 3 clusters Score -1646381 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1646487.625000 Penalty: 4681.225098
	Iteration 25Q: 3 clusters Score -1646488 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1646574.250000 Penalty: 4681.225098
	Iteration 26Q: 3 clusters Score -1646574 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1646644.000000 Penalty: 4681.225098
	Iteration 27Q: 3 clusters Score -1646644 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1646702.500000 Penalty: 4681.225098
	Iteration 28Q: 3 clusters Score -1646702 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1646756.000000 Penalty: 4681.225098
	Iteration 29Q: 3 clusters Score -1646756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1646795.750000 Penalty: 4681.225098
	Iteration 30Q: 3 clusters Score -1646796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1646826.000000 Penalty: 4681.225098
	Iteration 31Q: 3 clusters Score -1646826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1646865.875000 Penalty: 4681.225098
	Iteration 32Q: 3 clusters Score -1646866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1646894.750000 Penalty: 4681.225098
	Iteration 33Q: 3 clusters Score -1646895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1646916.125000 Penalty: 4681.225098
	Iteration 34Q: 3 clusters Score -1646916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1646923.375000 Penalty: 4681.225098
	Iteration 35Q: 3 clusters Score -1646923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1646937.000000 Penalty: 4681.225098
	Iteration 36Q: 3 clusters Score -1646937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1646945.250000 Penalty: 4681.225098
	Iteration 37Q: 3 clusters Score -1646945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1646948.375000 Penalty: 4681.225098
	Iteration 38Q: 3 clusters Score -1646948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1646955.875000 Penalty: 4681.225098
	Iteration 39Q: 3 clusters Score -1646956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1646963.375000 Penalty: 4681.225098
	Iteration 40F: 3 clusters Score -1646963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1646966.250000 Penalty: 4681.225098
	Iteration 41Q: 3 clusters Score -1646966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1646971.250000 Penalty: 4681.225098
	Iteration 42Q: 3 clusters Score -1646971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1646974.500000 Penalty: 4681.225098
	Iteration 43Q: 3 clusters Score -1646974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1646975.750000 Penalty: 4681.225098
	Iteration 44Q: 3 clusters Score -1646976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1646985.000000 Penalty: 4681.225098
	Iteration 45Q: 3 clusters Score -1646985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1646988.750000 Penalty: 4681.225098
	Iteration 46Q: 3 clusters Score -1646989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1646995.375000 Penalty: 4681.225098
	Iteration 47Q: 3 clusters Score -1646995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1646998.625000 Penalty: 4681.225098
	Iteration 48Q: 3 clusters Score -1646999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1647002.125000 Penalty: 4681.225098
	Iteration 49Q: 3 clusters Score -1647002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1647004.750000 Penalty: 4681.225098
	Iteration 50Q: 3 clusters Score -1647005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1647009.000000 Penalty: 4681.225098
	Iteration 51Q: 3 clusters Score -1647009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1647010.750000 Penalty: 4681.225098
	Iteration 52Q: 3 clusters Score -1647011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1647012.000000 Penalty: 4681.225098
	Iteration 53Q: 3 clusters Score -1647012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1647015.625000 Penalty: 4681.225098
	Iteration 54Q: 3 clusters Score -1647016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1647015.125000 Penalty: 4681.225098
	Iteration 55Q: 3 clusters Score -1647015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1647017.250000 Penalty: 4681.225098
	Iteration 56Q: 3 clusters Score -1647017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1647017.250000 Penalty: 4681.225098
	Iteration 57F: 3 clusters Score -1647017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Entering Unmasked Estep 
Score: -3099325.250000 Penalty: 2505.877441
	Iteration 0F: 2 clusters Score -3099325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3082292.500000 Penalty: 5011.754883
	Iteration 0F: 3 clusters Score -3082292 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3088168.750000 Penalty: 5011.754883
	Iteration 1F: 3 clusters Score -3088169 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3088639.250000 Penalty: 5011.754883
	Iteration 2F: 3 clusters Score -3088639 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3089131.500000 Penalty: 5011.754883
	Iteration 3Q: 3 clusters Score -3089132 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3089754.500000 Penalty: 5011.754883
	Iteration 4Q: 3 clusters Score -3089754 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -3090697.000000 Penalty: 5011.754883
	Iteration 5F: 3 clusters Score -3090697 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -3092001.250000 Penalty: 5011.754883
	Iteration 6F: 3 clusters Score -3092001 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -3093441.250000 Penalty: 5011.754883
	Iteration 7F: 3 clusters Score -3093441 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -3094792.750000 Penalty: 5011.754883
	Iteration 8F: 3 clusters Score -3094793 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -3095751.250000 Penalty: 5011.754883
	Iteration 9Q: 3 clusters Score -3095751 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3096402.250000 Penalty: 5011.754883
	Iteration 10Q: 3 clusters Score -3096402 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3096884.500000 Penalty: 5011.754883
	Iteration 11Q: 3 clusters Score -3096884 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3097173.000000 Penalty: 5011.754883
	Iteration 12Q: 3 clusters Score -3097173 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -3097340.750000 Penalty: 5011.754883
	Iteration 13Q: 3 clusters Score -3097341 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -3097411.750000 Penalty: 5011.754883
	Iteration 14Q: 3 clusters Score -3097412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -3097452.500000 Penalty: 5011.754883
	Iteration 15Q: 3 clusters Score -3097452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -3097477.000000 Penalty: 5011.754883
	Iteration 16Q: 3 clusters Score -3097477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -3097491.500000 Penalty: 5011.754883
	Iteration 17Q: 3 clusters Score -3097492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3097504.000000 Penalty: 5011.754883
	Iteration 18Q: 3 clusters Score -3097504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3097520.000000 Penalty: 5011.754883
	Iteration 19Q: 3 clusters Score -3097520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3097532.000000 Penalty: 5011.754883
	Iteration 20F: 3 clusters Score -3097532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3097537.500000 Penalty: 5011.754883
	Iteration 21Q: 3 clusters Score -3097538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3097540.000000 Penalty: 5011.754883
	Iteration 22Q: 3 clusters Score -3097540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3097542.000000 Penalty: 5011.754883
	Iteration 23Q: 3 clusters Score -3097542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3097546.500000 Penalty: 5011.754883
	Iteration 24Q: 3 clusters Score -3097546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3097546.500000 Penalty: 5011.754883
	Iteration 25F: 3 clusters Score -3097546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Entering Unmasked Estep 
Score: -6165016.000000 Penalty: 2672.989746
	Iteration 0F: 2 clusters Score -6165016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -6132772.000000 Penalty: 5345.979492
	Iteration 0F: 3 clusters Score -6132772 nChanged 22112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -6145129.000000 Penalty: 5345.979492
	Iteration 1F: 3 clusters Score -6145129 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -6145676.500000 Penalty: 5345.979492
	Iteration 2Q: 3 clusters Score -6145676 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -6146215.500000 Penalty: 5345.979492
	Iteration 3Q: 3 clusters Score -6146216 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -6146862.500000 Penalty: 5345.979492
	Iteration 4Q: 3 clusters Score -6146862 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -6147709 nChanged 2417
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6148996 nChanged 2829
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -6150660 nChanged 3009
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6152638 nChanged 2891
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -6154548 nChanged 2570
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -6156356 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6157980 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6159362 nChanged 1262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6160382 nChanged 948
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6161126 nChanged 716
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6161596 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6161873 nChanged 428
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6162098 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6162265 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6162399 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -6162532.500000 Penalty: 5345.979492
	Iteration 20F: 3 clusters Score -6162532 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6162609 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6162654 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6162708 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6162760 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6162796 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6162836 nChanged 132
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Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6162878 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6162906 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6162922 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6162945 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6162967 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6162979 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6162991.000000 Penalty: 5345.979492
	Iteration 33Q: 3 clusters Score -6162991 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6162988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6162993 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6162997 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6163009 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6163033.000000 Penalty: 5345.979492
	Iteration 38Q: 3 clusters Score -6163033 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6163046 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6163040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6163037 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6163036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6163046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6163058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -6163049.000000 Penalty: 5345.979492
	Iteration 45Q: 3 clusters Score -6163049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6163050.000000 Penalty: 5345.979492
	Iteration 46Q: 3 clusters Score -6163050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6163056.000000 Penalty: 5345.979492
	Iteration 47Q: 3 clusters Score -6163056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -6163058.500000 Penalty: 5345.979492
	Iteration 48Q: 3 clusters Score -6163058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -6163063.000000 Penalty: 5345.979492
	Iteration 49Q: 3 clusters Score -6163063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6163063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -6163072.000000 Penalty: 5345.979492
	Iteration 51Q: 3 clusters Score -6163072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -6163070.000000 Penalty: 5345.979492
	Iteration 52Q: 3 clusters Score -6163070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6163063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6163056 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6163060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6163066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6163068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6163074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6163070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6163068.000000 Penalty: 5345.979492
	Iteration 60F: 3 clusters Score -6163068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6163069.500000 Penalty: 5345.979492
	Iteration 61Q: 3 clusters Score -6163070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6163068.500000 Penalty: 5345.979492
	Iteration 62Q: 3 clusters Score -6163068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6163072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6163072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6163074 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6163078 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6163080.000000 Penalty: 5345.979492
	Iteration 67Q: 3 clusters Score -6163080 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6163080 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6163084.000000 Penalty: 5345.979492
	Iteration 69Q: 3 clusters Score -6163084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6163093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6163100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6163098 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6163098 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6163100 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6163104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6163104 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6163102 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6163102 nChanged 0
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Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
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	Iteration 79F: 3 clusters Score -6163102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19897 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2565841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2551878 nChanged 8782
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2556578 nChanged 1198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2557111 nChanged 1077
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2557609 nChanged 1011
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -2558092 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2558617.000000 Penalty: 4909.568848
	Iteration 5Q: 3 clusters Score -2558617 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2559192.750000 Penalty: 4909.568848
	Iteration 6F: 3 clusters Score -2559193 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2559940.500000 Penalty: 4909.568848
	Iteration 7F: 3 clusters Score -2559940 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2560810 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2561648.250000 Penalty: 4909.568848
	Iteration 9F: 3 clusters Score -2561648 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2562382 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2562933.500000 Penalty: 4909.568848
	Iteration 11Q: 3 clusters Score -2562934 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2563273.750000 Penalty: 4909.568848
	Iteration 12Q: 3 clusters Score -2563274 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2563459.750000 Penalty: 4909.568848
	Iteration 13Q: 3 clusters Score -2563460 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2563591.000000 Penalty: 4909.568848
	Iteration 14Q: 3 clusters Score -2563591 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2563660.000000 Penalty: 4909.568848
	Iteration 15Q: 3 clusters Score -2563660 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2563707.500000 Penalty: 4909.568848
	Iteration 16Q: 3 clusters Score -2563708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2563746.500000 Penalty: 4909.568848
	Iteration 17Q: 3 clusters Score -2563746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2563787.500000 Penalty: 4909.568848
	Iteration 18Q: 3 clusters Score -2563788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2563806.500000 Penalty: 4909.568848
	Iteration 19Q: 3 clusters Score -2563806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2563817.750000 Penalty: 4909.568848
	Iteration 20F: 3 clusters Score -2563818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2563829.500000 Penalty: 4909.568848
	Iteration 21Q: 3 clusters Score -2563830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2563835.500000 Penalty: 4909.568848
	Iteration 22Q: 3 clusters Score -2563836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2563844.500000 Penalty: 4909.568848
	Iteration 23Q: 3 clusters Score -2563844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2563851.500000 Penalty: 4909.568848
	Iteration 24Q: 3 clusters Score -2563852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2563856.500000 Penalty: 4909.568848
	Iteration 25Q: 3 clusters Score -2563856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2563866.500000 Penalty: 4909.568848
	Iteration 26Q: 3 clusters Score -2563866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2563880.250000 Penalty: 4909.568848
	Iteration 27Q: 3 clusters Score -2563880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2563893.250000 Penalty: 4909.568848
	Iteration 28Q: 3 clusters Score -2563893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2563901.000000 Penalty: 4909.568848
	Iteration 29Q: 3 clusters Score -2563901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2563903.250000 Penalty: 4909.568848
	Iteration 30Q: 3 clusters Score -2563903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2563904.750000 Penalty: 4909.568848
	Iteration 31Q: 3 clusters Score -2563905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2563916.000000 Penalty: 4909.568848
	Iteration 32Q: 3 clusters Score -2563916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2563920.250000 Penalty: 4909.568848
	Iteration 33Q: 3 clusters Score -2563920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2563921.000000 Penalty: 4909.568848
	Iteration 34Q: 3 clusters Score -2563921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2563925.250000 Penalty: 4909.568848
	Iteration 35Q: 3 clusters Score -2563925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2563924.250000 Penalty: 4909.568848
	Iteration 36Q: 3 clusters Score -2563924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2563930.250000 Penalty: 4909.568848
	Iteration 37Q: 3 clusters Score -2563930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2563930.250000 Penalty: 4909.568848
	Iteration 38Q: 3 clusters Score -2563930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2563933.750000 Penalty: 4909.568848
	Iteration 39Q: 3 clusters Score -2563934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2563941.000000 Penalty: 4909.568848
	Iteration 40F: 3 clusters Score -2563941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2563945.000000 Penalty: 4909.568848
	Iteration 41Q: 3 clusters Score -2563945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2563952.250000 Penalty: 4909.568848
	Iteration 42Q: 3 clusters Score -2563952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2563956.500000 Penalty: 4909.568848
	Iteration 43Q: 3 clusters Score -2563956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2563957.250000 Penalty: 4909.568848
	Iteration 44Q: 3 clusters Score -2563957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2563957.750000 Penalty: 4909.568848
	Iteration 45Q: 3 clusters Score -2563958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2563958.000000 Penalty: 4909.568848
	Iteration 46Q: 3 clusters Score -2563958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2563959.250000 Penalty: 4909.568848
	Iteration 47Q: 3 clusters Score -2563959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2563959.250000 Penalty: 4909.568848
	Iteration 48F: 3 clusters Score -2563959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Entering Unmasked Estep 
Score: -806256.000000 Penalty: 2182.016602
	Iteration 0F: 2 clusters Score -806256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -800774.687500 Penalty: 4364.033203
	Iteration 0F: 3 clusters Score -800774.7 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -802291.375000 Penalty: 4364.033203
	Iteration 1F: 3 clusters Score -802291.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -802579.500000 Penalty: 4364.033203
	Iteration 2F: 3 clusters Score -802579.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -802785.875000 Penalty: 4364.033203
	Iteration 3F: 3 clusters Score -802785.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -802981.875000 Penalty: 4364.033203
	Iteration 4Q: 3 clusters Score -802981.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -803189.625000 Penalty: 4364.033203
	Iteration 5Q: 3 clusters Score -803189.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -803382.437500 Penalty: 4364.033203
	Iteration 6Q: 3 clusters Score -803382.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -803538.000000 Penalty: 4364.033203
	Iteration 7Q: 3 clusters Score -803538 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -803716.062500 Penalty: 4364.033203
	Iteration 8Q: 3 clusters Score -803716.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -803878.187500 Penalty: 4364.033203
	Iteration 9Q: 3 clusters Score -803878.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -804025.187500 Penalty: 4364.033203
	Iteration 10Q: 3 clusters Score -804025.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -804163.500000 Penalty: 4364.033203
	Iteration 11Q: 3 clusters Score -804163.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -804289.687500 Penalty: 4364.033203
	Iteration 12Q: 3 clusters Score -804289.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -804388.375000 Penalty: 4364.033203
	Iteration 13Q: 3 clusters Score -804388.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -804479.500000 Penalty: 4364.033203
	Iteration 14Q: 3 clusters Score -804479.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -804549.312500 Penalty: 4364.033203
	Iteration 15Q: 3 clusters Score -804549.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -804612.687500 Penalty: 4364.033203
	Iteration 16Q: 3 clusters Score -804612.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -804666.687500 Penalty: 4364.033203
	Iteration 17Q: 3 clusters Score -804666.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -804707.562500 Penalty: 4364.033203
	Iteration 18Q: 3 clusters Score -804707.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -804754.312500 Penalty: 4364.033203
	Iteration 19Q: 3 clusters Score -804754.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -804803.312500 Penalty: 4364.033203
	Iteration 20F: 3 clusters Score -804803.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -804841.000000 Penalty: 4364.033203
	Iteration 21Q: 3 clusters Score -804841 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -804870.437500 Penalty: 4364.033203
	Iteration 22Q: 3 clusters Score -804870.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -804905.062500 Penalty: 4364.033203
	Iteration 23Q: 3 clusters Score -804905.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -804957.437500 Penalty: 4364.033203
	Iteration 24Q: 3 clusters Score -804957.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -805070.125000 Penalty: 4364.033203
	Iteration 25Q: 3 clusters Score -805070.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -805179.500000 Penalty: 4364.033203
	Iteration 26Q: 3 clusters Score -805179.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -805241.187500 Penalty: 4364.033203
	Iteration 27Q: 3 clusters Score -805241.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -805298.312500 Penalty: 4364.033203
	Iteration 28Q: 3 clusters Score -805298.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -805349.562500 Penalty: 4364.033203
	Iteration 29Q: 3 clusters Score -805349.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -805407.062500 Penalty: 4364.033203
	Iteration 30Q: 3 clusters Score -805407.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -805467.250000 Penalty: 4364.033203
	Iteration 31Q: 3 clusters Score -805467.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -805525.875000 Penalty: 4364.033203
	Iteration 32Q: 3 clusters Score -805525.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -805590.250000 Penalty: 4364.033203
	Iteration 33Q: 3 clusters Score -805590.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -805654.187500 Penalty: 4364.033203
	Iteration 34Q: 3 clusters Score -805654.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -805744.250000 Penalty: 4364.033203
	Iteration 35Q: 3 clusters Score -805744.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -805825.375000 Penalty: 4364.033203
	Iteration 36Q: 3 clusters Score -805825.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -805873.062500 Penalty: 4364.033203
	Iteration 37Q: 3 clusters Score -805873.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -805898.250000 Penalty: 4364.033203
	Iteration 38Q: 3 clusters Score -805898.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -805924.437500 Penalty: 4364.033203
	Iteration 39Q: 3 clusters Score -805924.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -805944.750000 Penalty: 4364.033203
	Iteration 40F: 3 clusters Score -805944.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -805961.750000 Penalty: 4364.033203
	Iteration 41Q: 3 clusters Score -805961.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -805972.750000 Penalty: 4364.033203
	Iteration 42Q: 3 clusters Score -805972.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -805979.875000 Penalty: 4364.033203
	Iteration 43Q: 3 clusters Score -805979.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -805987.625000 Penalty: 4364.033203
	Iteration 44Q: 3 clusters Score -805987.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -805994.500000 Penalty: 4364.033203
	Iteration 45Q: 3 clusters Score -805994.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -805996.125000 Penalty: 4364.033203
	Iteration 46Q: 3 clusters Score -805996.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -806000.812500 Penalty: 4364.033203
	Iteration 47Q: 3 clusters Score -806000.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -806001.937500 Penalty: 4364.033203
	Iteration 48Q: 3 clusters Score -806001.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -806004.750000 Penalty: 4364.033203
	Iteration 49Q: 3 clusters Score -806004.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -806006.125000 Penalty: 4364.033203
	Iteration 50Q: 3 clusters Score -806006.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -806008.437500 Penalty: 4364.033203
	Iteration 51Q: 3 clusters Score -806008.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -806011.687500 Penalty: 4364.033203
	Iteration 52Q: 3 clusters Score -806011.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -806013.000000 Penalty: 4364.033203
	Iteration 53Q: 3 clusters Score -806013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -806016.812500 Penalty: 4364.033203
	Iteration 54Q: 3 clusters Score -806016.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -806019.625000 Penalty: 4364.033203
	Iteration 55Q: 3 clusters Score -806019.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -806021.687500 Penalty: 4364.033203
	Iteration 56Q: 3 clusters Score -806021.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -806022.875000 Penalty: 4364.033203
	Iteration 57Q: 3 clusters Score -806022.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -806023.062500 Penalty: 4364.033203
	Iteration 58Q: 3 clusters Score -806023.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -806023.062500 Penalty: 4364.033203
	Iteration 59F: 3 clusters Score -806023.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Entering Unmasked Estep 
Score: -2330712.250000 Penalty: 2438.866211
	Iteration 0F: 2 clusters Score -2330712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2317559.750000 Penalty: 4877.732422
	Iteration 0F: 3 clusters Score -2317560 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2322675.750000 Penalty: 4877.732422
	Iteration 1F: 3 clusters Score -2322676 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2324389.750000 Penalty: 4877.732422
	Iteration 2F: 3 clusters Score -2324390 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2326529.500000 Penalty: 4877.732422
	Iteration 3F: 3 clusters Score -2326530 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2328085.750000 Penalty: 4877.732422
	Iteration 4F: 3 clusters Score -2328086 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2329012.500000 Penalty: 4877.732422
	Iteration 5F: 3 clusters Score -2329012 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2329574.750000 Penalty: 4877.732422
	Iteration 6Q: 3 clusters Score -2329575 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2330201.000000 Penalty: 4877.732422
	Iteration 7Q: 3 clusters Score -2330201 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2331405.250000 Penalty: 4877.732422
	Iteration 8Q: 3 clusters Score -2331405 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2333006.500000 Penalty: 4877.732422
	Iteration 9Q: 3 clusters Score -2333006 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2333839.000000 Penalty: 4877.732422
	Iteration 10Q: 3 clusters Score -2333839 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2334414.750000 Penalty: 4877.732422
	Iteration 11Q: 3 clusters Score -2334415 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2334987.750000 Penalty: 4877.732422
	Iteration 12Q: 3 clusters Score -2334988 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2335596.000000 Penalty: 4877.732422
	Iteration 13Q: 3 clusters Score -2335596 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2336005.500000 Penalty: 4877.732422
	Iteration 14Q: 3 clusters Score -2336006 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2336198.500000 Penalty: 4877.732422
	Iteration 15Q: 3 clusters Score -2336198 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2336327.000000 Penalty: 4877.732422
	Iteration 16Q: 3 clusters Score -2336327 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2336390.000000 Penalty: 4877.732422
	Iteration 17Q: 3 clusters Score -2336390 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2336420.500000 Penalty: 4877.732422
	Iteration 18Q: 3 clusters Score -2336420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2336437.750000 Penalty: 4877.732422
	Iteration 19Q: 3 clusters Score -2336438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2336442.250000 Penalty: 4877.732422
	Iteration 20F: 3 clusters Score -2336442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2336435.250000 Penalty: 4877.732422
	Iteration 21Q: 3 clusters Score -2336435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2336436.500000 Penalty: 4877.732422
	Iteration 22Q: 3 clusters Score -2336436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2336437.500000 Penalty: 4877.732422
	Iteration 23Q: 3 clusters Score -2336438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2336440.250000 Penalty: 4877.732422
	Iteration 24Q: 3 clusters Score -2336440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2336440.250000 Penalty: 4877.732422
	Iteration 25F: 3 clusters Score -2336440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 9554 members 
Mstep: Class 7 contains 6830 members 
Mstep: Class 8 contains 663 members 
Mstep: Class 9 contains 18528 members 
Mstep: Class 10 contains 173436 members 
Mstep: Class 11 contains 11399 members 
Mstep: Class 12 contains 178979 members 
Mstep: Class 13 contains 71271 members 
Mstep: Class 14 contains 1560 members 
Mstep: Class 15 contains 2897 members 
Mstep: Class 16 contains 4257 members 
Mstep: Class 17 contains 135139 members 
Mstep: Class 18 contains 98103 members 
Mstep: Class 19 contains 20055 members 
Mstep: Class 20 contains 93210 members 
Mstep: Class 21 contains 73915 members 
Mstep: Class 22 contains 15145 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 5061 members 
Mstep: Class 25 contains 12556 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 47963 members 
Mstep: Class 28 contains 19897 members 
Mstep: Class 29 contains 6624 members 
Mstep: Class 30 contains 5178 members 
Mstep: Class 31 contains 8773 members 
Mstep: Class 32 contains 69475 members 
Mstep: Class 33 contains 17244 members 
Mstep: Class 34 contains 8434 members 
Mstep: Class 35 contains 7521 members 
Mstep: Class 36 contains 772 members 
Mstep: Class 37 contains 4562 members 
Mstep: Class 38 contains 9507 members 
Mstep: Class 39 contains 413 members 
Mstep: Class 40 contains 13482 members 
Entering Unmasked Estep 
Score: -150919008.000000 Penalty: 138967.843750
Splitting cluster 30 changes total score from -150905648.000000 to -150919008.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 31 (8773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Entering Unmasked Estep 
Score: -1136580.000000 Penalty: 2251.699707
	Iteration 0F: 2 clusters Score -1136580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1129685.625000 Penalty: 4503.399414
	Iteration 0F: 3 clusters Score -1129686 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1131647.875000 Penalty: 4503.399414
	Iteration 1F: 3 clusters Score -1131648 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1131930.250000 Penalty: 4503.399414
	Iteration 2F: 3 clusters Score -1131930 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1132101.000000 Penalty: 4503.399414
	Iteration 3F: 3 clusters Score -1132101 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1132209.000000 Penalty: 4503.399414
	Iteration 4Q: 3 clusters Score -1132209 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1132303.750000 Penalty: 4503.399414
	Iteration 5Q: 3 clusters Score -1132304 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1132391.125000 Penalty: 4503.399414
	Iteration 6Q: 3 clusters Score -1132391 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1132460.750000 Penalty: 4503.399414
	Iteration 7Q: 3 clusters Score -1132461 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1132533.750000 Penalty: 4503.399414
	Iteration 8Q: 3 clusters Score -1132534 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1132614.750000 Penalty: 4503.399414
	Iteration 9Q: 3 clusters Score -1132615 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1132697.250000 Penalty: 4503.399414
	Iteration 10Q: 3 clusters Score -1132697 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1132786.500000 Penalty: 4503.399414
	Iteration 11Q: 3 clusters Score -1132786 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1132877.875000 Penalty: 4503.399414
	Iteration 12Q: 3 clusters Score -1132878 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1132958.000000 Penalty: 4503.399414
	Iteration 13Q: 3 clusters Score -1132958 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1133049.250000 Penalty: 4503.399414
	Iteration 14Q: 3 clusters Score -1133049 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1133146.750000 Penalty: 4503.399414
	Iteration 15Q: 3 clusters Score -1133147 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1133247.875000 Penalty: 4503.399414
	Iteration 16Q: 3 clusters Score -1133248 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1133348.625000 Penalty: 4503.399414
	Iteration 17Q: 3 clusters Score -1133349 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1133444.250000 Penalty: 4503.399414
	Iteration 18Q: 3 clusters Score -1133444 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1133550.000000 Penalty: 4503.399414
	Iteration 19Q: 3 clusters Score -1133550 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1133647.750000 Penalty: 4503.399414
	Iteration 20F: 3 clusters Score -1133648 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1133717.125000 Penalty: 4503.399414
	Iteration 21Q: 3 clusters Score -1133717 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1133789.000000 Penalty: 4503.399414
	Iteration 22Q: 3 clusters Score -1133789 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1133844.000000 Penalty: 4503.399414
	Iteration 23Q: 3 clusters Score -1133844 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1133911.625000 Penalty: 4503.399414
	Iteration 24Q: 3 clusters Score -1133912 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1133974.625000 Penalty: 4503.399414
	Iteration 25Q: 3 clusters Score -1133975 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1134028.750000 Penalty: 4503.399414
	Iteration 26Q: 3 clusters Score -1134029 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1134070.250000 Penalty: 4503.399414
	Iteration 27Q: 3 clusters Score -1134070 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1134118.625000 Penalty: 4503.399414
	Iteration 28Q: 3 clusters Score -1134119 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1134155.625000 Penalty: 4503.399414
	Iteration 29Q: 3 clusters Score -1134156 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1134192.000000 Penalty: 4503.399414
	Iteration 30Q: 3 clusters Score -1134192 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1134216.625000 Penalty: 4503.399414
	Iteration 31Q: 3 clusters Score -1134217 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1134247.875000 Penalty: 4503.399414
	Iteration 32Q: 3 clusters Score -1134248 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1134273.000000 Penalty: 4503.399414
	Iteration 33Q: 3 clusters Score -1134273 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1134302.125000 Penalty: 4503.399414
	Iteration 34Q: 3 clusters Score -1134302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1134328.250000 Penalty: 4503.399414
	Iteration 35Q: 3 clusters Score -1134328 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1134357.500000 Penalty: 4503.399414
	Iteration 36Q: 3 clusters Score -1134358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1134383.500000 Penalty: 4503.399414
	Iteration 37Q: 3 clusters Score -1134384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1134401.625000 Penalty: 4503.399414
	Iteration 38Q: 3 clusters Score -1134402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1134426.000000 Penalty: 4503.399414
	Iteration 39Q: 3 clusters Score -1134426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1134458.375000 Penalty: 4503.399414
	Iteration 40F: 3 clusters Score -1134458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1134484.250000 Penalty: 4503.399414
	Iteration 41Q: 3 clusters Score -1134484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1134508.875000 Penalty: 4503.399414
	Iteration 42Q: 3 clusters Score -1134509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1134526.375000 Penalty: 4503.399414
	Iteration 43Q: 3 clusters Score -1134526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1134543.500000 Penalty: 4503.399414
	Iteration 44Q: 3 clusters Score -1134544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1134562.875000 Penalty: 4503.399414
	Iteration 45Q: 3 clusters Score -1134563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1134576.250000 Penalty: 4503.399414
	Iteration 46Q: 3 clusters Score -1134576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1134583.875000 Penalty: 4503.399414
	Iteration 47Q: 3 clusters Score -1134584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1134589.750000 Penalty: 4503.399414
	Iteration 48Q: 3 clusters Score -1134590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1134597.625000 Penalty: 4503.399414
	Iteration 49Q: 3 clusters Score -1134598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1134605.375000 Penalty: 4503.399414
	Iteration 50Q: 3 clusters Score -1134605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1134607.250000 Penalty: 4503.399414
	Iteration 51Q: 3 clusters Score -1134607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1134612.625000 Penalty: 4503.399414
	Iteration 52Q: 3 clusters Score -1134613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1134619.625000 Penalty: 4503.399414
	Iteration 53Q: 3 clusters Score -1134620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1134622.375000 Penalty: 4503.399414
	Iteration 54Q: 3 clusters Score -1134622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1134622.250000 Penalty: 4503.399414
	Iteration 55Q: 3 clusters Score -1134622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1134624.875000 Penalty: 4503.399414
	Iteration 56Q: 3 clusters Score -1134625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1134626.250000 Penalty: 4503.399414
	Iteration 57Q: 3 clusters Score -1134626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1134626.250000 Penalty: 4503.399414
	Iteration 58F: 3 clusters Score -1134626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (69475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69475 members 
Entering Unmasked Estep 
Score: -9016419.000000 Penalty: 2764.883301
	Iteration 0F: 2 clusters Score -9016419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -8969848.000000 Penalty: 5529.766602
	Iteration 0F: 3 clusters Score -8969848 nChanged 32360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -8988316.000000 Penalty: 5529.766602
	Iteration 1F: 3 clusters Score -8988316 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -8989013.000000 Penalty: 5529.766602
	Iteration 2Q: 3 clusters Score -8989013 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -8989812.000000 Penalty: 5529.766602
	Iteration 3Q: 3 clusters Score -8989812 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -8990855.000000 Penalty: 5529.766602
	Iteration 4Q: 3 clusters Score -8990855 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -8992233.000000 Penalty: 5529.766602
	Iteration 5Q: 3 clusters Score -8992233 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -8994143.000000 Penalty: 5529.766602
	Iteration 6Q: 3 clusters Score -8994143 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -8996772.000000 Penalty: 5529.766602
	Iteration 7F: 3 clusters Score -8996772 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -8999944.000000 Penalty: 5529.766602
	Iteration 8F: 3 clusters Score -8999944 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -9003216.000000 Penalty: 5529.766602
	Iteration 9F: 3 clusters Score -9003216 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -9006127.000000 Penalty: 5529.766602
	Iteration 10F: 3 clusters Score -9006127 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58347 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -9008338.000000 Penalty: 5529.766602
	Iteration 11Q: 3 clusters Score -9008338 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -9009852.000000 Penalty: 5529.766602
	Iteration 12Q: 3 clusters Score -9009852 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -9010904.000000 Penalty: 5529.766602
	Iteration 13Q: 3 clusters Score -9010904 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -9011653.000000 Penalty: 5529.766602
	Iteration 14Q: 3 clusters Score -9011653 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -9012307.000000 Penalty: 5529.766602
	Iteration 15Q: 3 clusters Score -9012307 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64560 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -9012735.000000 Penalty: 5529.766602
	Iteration 16Q: 3 clusters Score -9012735 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -9013035.000000 Penalty: 5529.766602
	Iteration 17Q: 3 clusters Score -9013035 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -9013243.000000 Penalty: 5529.766602
	Iteration 18Q: 3 clusters Score -9013243 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65999 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -9013390.000000 Penalty: 5529.766602
	Iteration 19Q: 3 clusters Score -9013390 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -9013517.000000 Penalty: 5529.766602
	Iteration 20F: 3 clusters Score -9013517 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -9013603.000000 Penalty: 5529.766602
	Iteration 21Q: 3 clusters Score -9013603 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -9013737.000000 Penalty: 5529.766602
	Iteration 22Q: 3 clusters Score -9013737 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -9013807.000000 Penalty: 5529.766602
	Iteration 23Q: 3 clusters Score -9013807 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -9013873.000000 Penalty: 5529.766602
	Iteration 24Q: 3 clusters Score -9013873 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67247 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -9013925.000000 Penalty: 5529.766602
	Iteration 25Q: 3 clusters Score -9013925 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67370 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -9013984.000000 Penalty: 5529.766602
	Iteration 26Q: 3 clusters Score -9013984 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -9014038.000000 Penalty: 5529.766602
	Iteration 27Q: 3 clusters Score -9014038 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67566 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -9014059.000000 Penalty: 5529.766602
	Iteration 28Q: 3 clusters Score -9014059 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -9014081.000000 Penalty: 5529.766602
	Iteration 29Q: 3 clusters Score -9014081 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67719 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -9014127.000000 Penalty: 5529.766602
	Iteration 30Q: 3 clusters Score -9014127 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67765 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -9014147.000000 Penalty: 5529.766602
	Iteration 31Q: 3 clusters Score -9014147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9014166.000000 Penalty: 5529.766602
	Iteration 32Q: 3 clusters Score -9014166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -9014179.000000 Penalty: 5529.766602
	Iteration 33Q: 3 clusters Score -9014179 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67864 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -9014204.000000 Penalty: 5529.766602
	Iteration 34Q: 3 clusters Score -9014204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67893 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -9014213.000000 Penalty: 5529.766602
	Iteration 35Q: 3 clusters Score -9014213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67912 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -9014225.000000 Penalty: 5529.766602
	Iteration 36Q: 3 clusters Score -9014225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9014218.000000 Penalty: 5529.766602
	Iteration 37Q: 3 clusters Score -9014218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67940 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9014217.000000 Penalty: 5529.766602
	Iteration 38Q: 3 clusters Score -9014217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67954 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -9014230.000000 Penalty: 5529.766602
	Iteration 39Q: 3 clusters Score -9014230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67968 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -9014227.000000 Penalty: 5529.766602
	Iteration 40F: 3 clusters Score -9014227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67977 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -9014245.000000 Penalty: 5529.766602
	Iteration 41Q: 3 clusters Score -9014245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67986 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -9014235.000000 Penalty: 5529.766602
	Iteration 42Q: 3 clusters Score -9014235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -9014237.000000 Penalty: 5529.766602
	Iteration 43Q: 3 clusters Score -9014237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68000 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -9014237.000000 Penalty: 5529.766602
	Iteration 44Q: 3 clusters Score -9014237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68000 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -9014237.000000 Penalty: 5529.766602
	Iteration 45Q: 3 clusters Score -9014237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68001 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -9014241.000000 Penalty: 5529.766602
	Iteration 46Q: 3 clusters Score -9014241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68005 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -9014248.000000 Penalty: 5529.766602
	Iteration 47Q: 3 clusters Score -9014248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68008 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -9014249.000000 Penalty: 5529.766602
	Iteration 48Q: 3 clusters Score -9014249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9014244.000000 Penalty: 5529.766602
	Iteration 49Q: 3 clusters Score -9014244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68020 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -9014244.000000 Penalty: 5529.766602
	Iteration 50Q: 3 clusters Score -9014244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -9014239.000000 Penalty: 5529.766602
	Iteration 51Q: 3 clusters Score -9014239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -9014243.000000 Penalty: 5529.766602
	Iteration 52Q: 3 clusters Score -9014243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -9014248.000000 Penalty: 5529.766602
	Iteration 53Q: 3 clusters Score -9014248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -9014235.000000 Penalty: 5529.766602
	Iteration 54Q: 3 clusters Score -9014235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -9014240.000000 Penalty: 5529.766602
	Iteration 55Q: 3 clusters Score -9014240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68050 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -9014238.000000 Penalty: 5529.766602
	Iteration 56Q: 3 clusters Score -9014238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68050 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -9014238.000000 Penalty: 5529.766602
	Iteration 57F: 3 clusters Score -9014238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 14886 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 9554 members 
Mstep: Class 7 contains 6830 members 
Mstep: Class 8 contains 663 members 
Mstep: Class 9 contains 18528 members 
Mstep: Class 10 contains 173436 members 
Mstep: Class 11 contains 11399 members 
Mstep: Class 12 contains 178979 members 
Mstep: Class 13 contains 71271 members 
Mstep: Class 14 contains 1560 members 
Mstep: Class 15 contains 2897 members 
Mstep: Class 16 contains 4257 members 
Mstep: Class 17 contains 135139 members 
Mstep: Class 18 contains 98103 members 
Mstep: Class 19 contains 20055 members 
Mstep: Class 20 contains 93210 members 
Mstep: Class 21 contains 73915 members 
Mstep: Class 22 contains 15145 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 5061 members 
Mstep: Class 25 contains 12556 members 
Mstep: Class 26 contains 24449 members 
Mstep: Class 27 contains 47963 members 
Mstep: Class 28 contains 19897 members 
Mstep: Class 29 contains 6624 members 
Mstep: Class 30 contains 5178 members 
Mstep: Class 31 contains 8773 members 
Mstep: Class 32 contains 69475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150923440.000000 Penalty: 138967.843750
Iteration 79Q: 41 clusters Score -1.509234e+08 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10610 members 
Mstep: Class 3 contains 7310 members 
Mstep: Class 4 contains 14957 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 9554 members 
Mstep: Class 7 contains 6854 members 
Mstep: Class 8 contains 662 members 
Mstep: Class 9 contains 18517 members 
Mstep: Class 10 contains 173471 members 
Mstep: Class 11 contains 11415 members 
Mstep: Class 12 contains 179277 members 
Mstep: Class 13 contains 71189 members 
Mstep: Class 14 contains 1565 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4664 members 
Mstep: Class 17 contains 135158 members 
Mstep: Class 18 contains 98111 members 
Mstep: Class 19 contains 20184 members 
Mstep: Class 20 contains 93372 members 
Mstep: Class 21 contains 73768 members 
Mstep: Class 22 contains 15145 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 12624 members 
Mstep: Class 26 contains 24548 members 
Mstep: Class 27 contains 48270 members 
Mstep: Class 28 contains 19893 members 
Mstep: Class 29 contains 6680 members 
Mstep: Class 30 contains 5297 members 
Mstep: Class 31 contains 8774 members 
Mstep: Class 32 contains 69953 members 
Mstep: Class 33 contains 16538 members 
Mstep: Class 34 contains 8157 members 
Mstep: Class 35 contains 7316 members 
Mstep: Class 36 contains 767 members 
Mstep: Class 37 contains 4302 members 
Mstep: Class 38 contains 9153 members 
Mstep: Class 39 contains 427 members 
Mstep: Class 40 contains 13251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150927488.000000 Penalty: 138967.843750
Iteration 80F: 41 clusters Score -1.509275e+08 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10532 members 
Mstep: Class 3 contains 7206 members 
Mstep: Class 4 contains 14905 members 
Mstep: Class 5 contains 1769 members 
Mstep: Class 6 contains 9547 members 
Mstep: Class 7 contains 6827 members 
Mstep: Class 8 contains 662 members 
Mstep: Class 9 contains 18480 members 
Mstep: Class 10 contains 173280 members 
Mstep: Class 11 contains 11341 members 
Mstep: Class 12 contains 178726 members 
Mstep: Class 13 contains 70959 members 
Mstep: Class 14 contains 1530 members 
Mstep: Class 15 contains 2786 members 
Mstep: Class 16 contains 4849 members 
Mstep: Class 17 contains 134734 members 
Mstep: Class 18 contains 98121 members 
Mstep: Class 19 contains 19813 members 
Mstep: Class 20 contains 93049 members 
Mstep: Class 21 contains 73629 members 
Mstep: Class 22 contains 15136 members 
Mstep: Class 23 contains 1178 members 
Mstep: Class 24 contains 5039 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 24611 members 
Mstep: Class 27 contains 48236 members 
Mstep: Class 28 contains 19808 members 
Mstep: Class 29 contains 6494 members 
Mstep: Class 30 contains 5259 members 
Mstep: Class 31 contains 8774 members 
Mstep: Class 32 contains 70296 members 
Mstep: Class 33 contains 16779 members 
Mstep: Class 34 contains 9006 members 
Mstep: Class 35 contains 7470 members 
Mstep: Class 36 contains 765 members 
Mstep: Class 37 contains 5035 members 
Mstep: Class 38 contains 9532 members 
Mstep: Class 39 contains 428 members 
Mstep: Class 40 contains 13238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150930640.000000 Penalty: 138967.843750
Iteration 81Q: 41 clusters Score -1.509306e+08 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10483 members 
Mstep: Class 3 contains 7138 members 
Mstep: Class 4 contains 14913 members 
Mstep: Class 5 contains 1807 members 
Mstep: Class 6 contains 9541 members 
Mstep: Class 7 contains 6875 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 18442 members 
Mstep: Class 10 contains 173112 members 
Mstep: Class 11 contains 11300 members 
Mstep: Class 12 contains 178331 members 
Mstep: Class 13 contains 70759 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 2788 members 
Mstep: Class 16 contains 4978 members 
Mstep: Class 17 contains 134358 members 
Mstep: Class 18 contains 98124 members 
Mstep: Class 19 contains 19587 members 
Mstep: Class 20 contains 92870 members 
Mstep: Class 21 contains 73492 members 
Mstep: Class 22 contains 15121 members 
Mstep: Class 23 contains 1198 members 
Mstep: Class 24 contains 5033 members 
Mstep: Class 25 contains 12694 members 
Mstep: Class 26 contains 24657 members 
Mstep: Class 27 contains 48239 members 
Mstep: Class 28 contains 19727 members 
Mstep: Class 29 contains 6373 members 
Mstep: Class 30 contains 5254 members 
Mstep: Class 31 contains 8770 members 
Mstep: Class 32 contains 70594 members 
Mstep: Class 33 contains 16899 members 
Mstep: Class 34 contains 9525 members 
Mstep: Class 35 contains 7569 members 
Mstep: Class 36 contains 769 members 
Mstep: Class 37 contains 5664 members 
Mstep: Class 38 contains 9721 members 
Mstep: Class 39 contains 407 members 
Mstep: Class 40 contains 13210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150931808.000000 Penalty: 138967.843750
Iteration 82Q: 41 clusters Score -1.509318e+08 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10448 members 
Mstep: Class 3 contains 7071 members 
Mstep: Class 4 contains 14934 members 
Mstep: Class 5 contains 1840 members 
Mstep: Class 6 contains 9534 members 
Mstep: Class 7 contains 6933 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 18412 members 
Mstep: Class 10 contains 172995 members 
Mstep: Class 11 contains 11289 members 
Mstep: Class 12 contains 177958 members 
Mstep: Class 13 contains 70574 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 2788 members 
Mstep: Class 16 contains 5072 members 
Mstep: Class 17 contains 134041 members 
Mstep: Class 18 contains 98138 members 
Mstep: Class 19 contains 19415 members 
Mstep: Class 20 contains 92682 members 
Mstep: Class 21 contains 73390 members 
Mstep: Class 22 contains 15117 members 
Mstep: Class 23 contains 1208 members 
Mstep: Class 24 contains 5029 members 
Mstep: Class 25 contains 12718 members 
Mstep: Class 26 contains 24694 members 
Mstep: Class 27 contains 48274 members 
Mstep: Class 28 contains 19664 members 
Mstep: Class 29 contains 6285 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 8767 members 
Mstep: Class 32 contains 70888 members 
Mstep: Class 33 contains 17009 members 
Mstep: Class 34 contains 9875 members 
Mstep: Class 35 contains 7633 members 
Mstep: Class 36 contains 780 members 
Mstep: Class 37 contains 6207 members 
Mstep: Class 38 contains 9843 members 
Mstep: Class 39 contains 389 members 
Mstep: Class 40 contains 13202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150932688.000000 Penalty: 138967.843750
Iteration 83Q: 41 clusters Score -1.509327e+08 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10401 members 
Mstep: Class 3 contains 7011 members 
Mstep: Class 4 contains 14936 members 
Mstep: Class 5 contains 1883 members 
Mstep: Class 6 contains 9524 members 
Mstep: Class 7 contains 6984 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 18390 members 
Mstep: Class 10 contains 172895 members 
Mstep: Class 11 contains 11278 members 
Mstep: Class 12 contains 177614 members 
Mstep: Class 13 contains 70340 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 2788 members 
Mstep: Class 16 contains 5153 members 
Mstep: Class 17 contains 133806 members 
Mstep: Class 18 contains 98147 members 
Mstep: Class 19 contains 19270 members 
Mstep: Class 20 contains 92515 members 
Mstep: Class 21 contains 73334 members 
Mstep: Class 22 contains 15112 members 
Mstep: Class 23 contains 1225 members 
Mstep: Class 24 contains 5029 members 
Mstep: Class 25 contains 12734 members 
Mstep: Class 26 contains 24718 members 
Mstep: Class 27 contains 48300 members 
Mstep: Class 28 contains 19623 members 
Mstep: Class 29 contains 6218 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 8765 members 
Mstep: Class 32 contains 71200 members 
Mstep: Class 33 contains 17125 members 
Mstep: Class 34 contains 10149 members 
Mstep: Class 35 contains 7693 members 
Mstep: Class 36 contains 783 members 
Mstep: Class 37 contains 6696 members 
Mstep: Class 38 contains 9915 members 
Mstep: Class 39 contains 369 members 
Mstep: Class 40 contains 13203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150933184.000000 Penalty: 138967.843750
Iteration 84Q: 41 clusters Score -1.509332e+08 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10337 members 
Mstep: Class 3 contains 6960 members 
Mstep: Class 4 contains 14974 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 9519 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 18366 members 
Mstep: Class 10 contains 172790 members 
Mstep: Class 11 contains 11280 members 
Mstep: Class 12 contains 177308 members 
Mstep: Class 13 contains 70132 members 
Mstep: Class 14 contains 1433 members 
Mstep: Class 15 contains 2789 members 
Mstep: Class 16 contains 5212 members 
Mstep: Class 17 contains 133565 members 
Mstep: Class 18 contains 98154 members 
Mstep: Class 19 contains 19129 members 
Mstep: Class 20 contains 92330 members 
Mstep: Class 21 contains 73296 members 
Mstep: Class 22 contains 15106 members 
Mstep: Class 23 contains 1233 members 
Mstep: Class 24 contains 5032 members 
Mstep: Class 25 contains 12741 members 
Mstep: Class 26 contains 24749 members 
Mstep: Class 27 contains 48301 members 
Mstep: Class 28 contains 19583 members 
Mstep: Class 29 contains 6162 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 8762 members 
Mstep: Class 32 contains 71543 members 
Mstep: Class 33 contains 17253 members 
Mstep: Class 34 contains 10361 members 
Mstep: Class 35 contains 7750 members 
Mstep: Class 36 contains 789 members 
Mstep: Class 37 contains 7170 members 
Mstep: Class 38 contains 9965 members 
Mstep: Class 39 contains 355 members 
Mstep: Class 40 contains 13205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150933664.000000 Penalty: 138967.843750
Iteration 85Q: 41 clusters Score -1.509337e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10275 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 15003 members 
Mstep: Class 5 contains 1950 members 
Mstep: Class 6 contains 9523 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 18355 members 
Mstep: Class 10 contains 172722 members 
Mstep: Class 11 contains 11287 members 
Mstep: Class 12 contains 177055 members 
Mstep: Class 13 contains 69908 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 2791 members 
Mstep: Class 16 contains 5265 members 
Mstep: Class 17 contains 133335 members 
Mstep: Class 18 contains 98164 members 
Mstep: Class 19 contains 18984 members 
Mstep: Class 20 contains 92186 members 
Mstep: Class 21 contains 73259 members 
Mstep: Class 22 contains 15099 members 
Mstep: Class 23 contains 1241 members 
Mstep: Class 24 contains 5037 members 
Mstep: Class 25 contains 12749 members 
Mstep: Class 26 contains 24773 members 
Mstep: Class 27 contains 48316 members 
Mstep: Class 28 contains 19545 members 
Mstep: Class 29 contains 6140 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 8763 members 
Mstep: Class 32 contains 71855 members 
Mstep: Class 33 contains 17397 members 
Mstep: Class 34 contains 10527 members 
Mstep: Class 35 contains 7788 members 
Mstep: Class 36 contains 794 members 
Mstep: Class 37 contains 7559 members 
Mstep: Class 38 contains 9991 members 
Mstep: Class 39 contains 342 members 
Mstep: Class 40 contains 13213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150934048.000000 Penalty: 138967.843750
Iteration 86Q: 41 clusters Score -1.50934e+08 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10236 members 
Mstep: Class 3 contains 6863 members 
Mstep: Class 4 contains 15057 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 9519 members 
Mstep: Class 7 contains 7108 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 18346 members 
Mstep: Class 10 contains 172670 members 
Mstep: Class 11 contains 11281 members 
Mstep: Class 12 contains 176844 members 
Mstep: Class 13 contains 69707 members 
Mstep: Class 14 contains 1373 members 
Mstep: Class 15 contains 2791 members 
Mstep: Class 16 contains 5303 members 
Mstep: Class 17 contains 133140 members 
Mstep: Class 18 contains 98162 members 
Mstep: Class 19 contains 18803 members 
Mstep: Class 20 contains 92051 members 
Mstep: Class 21 contains 73236 members 
Mstep: Class 22 contains 15099 members 
Mstep: Class 23 contains 1239 members 
Mstep: Class 24 contains 5040 members 
Mstep: Class 25 contains 12761 members 
Mstep: Class 26 contains 24790 members 
Mstep: Class 27 contains 48312 members 
Mstep: Class 28 contains 19504 members 
Mstep: Class 29 contains 6129 members 
Mstep: Class 30 contains 5256 members 
Mstep: Class 31 contains 8765 members 
Mstep: Class 32 contains 72152 members 
Mstep: Class 33 contains 17556 members 
Mstep: Class 34 contains 10681 members 
Mstep: Class 35 contains 7816 members 
Mstep: Class 36 contains 800 members 
Mstep: Class 37 contains 7902 members 
Mstep: Class 38 contains 10018 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 13215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150934336.000000 Penalty: 138967.843750
Iteration 87Q: 41 clusters Score -1.509343e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10204 members 
Mstep: Class 3 contains 6801 members 
Mstep: Class 4 contains 15110 members 
Mstep: Class 5 contains 2004 members 
Mstep: Class 6 contains 9520 members 
Mstep: Class 7 contains 7126 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 18322 members 
Mstep: Class 10 contains 172627 members 
Mstep: Class 11 contains 11291 members 
Mstep: Class 12 contains 176691 members 
Mstep: Class 13 contains 69517 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 2791 members 
Mstep: Class 16 contains 5340 members 
Mstep: Class 17 contains 132969 members 
Mstep: Class 18 contains 98165 members 
Mstep: Class 19 contains 18652 members 
Mstep: Class 20 contains 91870 members 
Mstep: Class 21 contains 73209 members 
Mstep: Class 22 contains 15099 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 5043 members 
Mstep: Class 25 contains 12778 members 
Mstep: Class 26 contains 24800 members 
Mstep: Class 27 contains 48307 members 
Mstep: Class 28 contains 19475 members 
Mstep: Class 29 contains 6115 members 
Mstep: Class 30 contains 5259 members 
Mstep: Class 31 contains 8764 members 
Mstep: Class 32 contains 72444 members 
Mstep: Class 33 contains 17706 members 
Mstep: Class 34 contains 10816 members 
Mstep: Class 35 contains 7843 members 
Mstep: Class 36 contains 807 members 
Mstep: Class 37 contains 8195 members 
Mstep: Class 38 contains 10050 members 
Mstep: Class 39 contains 334 members 
Mstep: Class 40 contains 13219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150934912.000000 Penalty: 138967.843750
Iteration 88Q: 41 clusters Score -1.509349e+08 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10179 members 
Mstep: Class 3 contains 6727 members 
Mstep: Class 4 contains 15170 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 9518 members 
Mstep: Class 7 contains 7145 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 18297 members 
Mstep: Class 10 contains 172589 members 
Mstep: Class 11 contains 11301 members 
Mstep: Class 12 contains 176570 members 
Mstep: Class 13 contains 69341 members 
Mstep: Class 14 contains 1296 members 
Mstep: Class 15 contains 2791 members 
Mstep: Class 16 contains 5373 members 
Mstep: Class 17 contains 132813 members 
Mstep: Class 18 contains 98170 members 
Mstep: Class 19 contains 18505 members 
Mstep: Class 20 contains 91723 members 
Mstep: Class 21 contains 73194 members 
Mstep: Class 22 contains 15098 members 
Mstep: Class 23 contains 1232 members 
Mstep: Class 24 contains 5044 members 
Mstep: Class 25 contains 12792 members 
Mstep: Class 26 contains 24810 members 
Mstep: Class 27 contains 48302 members 
Mstep: Class 28 contains 19451 members 
Mstep: Class 29 contains 6104 members 
Mstep: Class 30 contains 5260 members 
Mstep: Class 31 contains 8768 members 
Mstep: Class 32 contains 72710 members 
Mstep: Class 33 contains 17865 members 
Mstep: Class 34 contains 10940 members 
Mstep: Class 35 contains 7858 members 
Mstep: Class 36 contains 813 members 
Mstep: Class 37 contains 8438 members 
Mstep: Class 38 contains 10067 members 
Mstep: Class 39 contains 332 members 
Mstep: Class 40 contains 13226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150935296.000000 Penalty: 138967.843750
Iteration 89Q: 41 clusters Score -1.509353e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10168 members 
Mstep: Class 3 contains 6655 members 
Mstep: Class 4 contains 15229 members 
Mstep: Class 5 contains 2047 members 
Mstep: Class 6 contains 9519 members 
Mstep: Class 7 contains 7160 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 18277 members 
Mstep: Class 10 contains 172569 members 
Mstep: Class 11 contains 11305 members 
Mstep: Class 12 contains 176485 members 
Mstep: Class 13 contains 69165 members 
Mstep: Class 14 contains 1246 members 
Mstep: Class 15 contains 2791 members 
Mstep: Class 16 contains 5410 members 
Mstep: Class 17 contains 132681 members 
Mstep: Class 18 contains 98174 members 
Mstep: Class 19 contains 18363 members 
Mstep: Class 20 contains 91576 members 
Mstep: Class 21 contains 73195 members 
Mstep: Class 22 contains 15098 members 
Mstep: Class 23 contains 1223 members 
Mstep: Class 24 contains 5045 members 
Mstep: Class 25 contains 12795 members 
Mstep: Class 26 contains 24817 members 
Mstep: Class 27 contains 48310 members 
Mstep: Class 28 contains 19418 members 
Mstep: Class 29 contains 6089 members 
Mstep: Class 30 contains 5257 members 
Mstep: Class 31 contains 8771 members 
Mstep: Class 32 contains 72960 members 
Mstep: Class 33 contains 18001 members 
Mstep: Class 34 contains 11064 members 
Mstep: Class 35 contains 7870 members 
Mstep: Class 36 contains 825 members 
Mstep: Class 37 contains 8636 members 
Mstep: Class 38 contains 10085 members 
Mstep: Class 39 contains 329 members 
Mstep: Class 40 contains 13231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150935680.000000 Penalty: 138967.843750
Iteration 90Q: 41 clusters Score -1.509357e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10160 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 15304 members 
Mstep: Class 5 contains 2063 members 
Mstep: Class 6 contains 9522 members 
Mstep: Class 7 contains 7167 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 18256 members 
Mstep: Class 10 contains 172551 members 
Mstep: Class 11 contains 11311 members 
Mstep: Class 12 contains 176403 members 
Mstep: Class 13 contains 68992 members 
Mstep: Class 14 contains 1200 members 
Mstep: Class 15 contains 2792 members 
Mstep: Class 16 contains 5442 members 
Mstep: Class 17 contains 132583 members 
Mstep: Class 18 contains 98182 members 
Mstep: Class 19 contains 18235 members 
Mstep: Class 20 contains 91434 members 
Mstep: Class 21 contains 73184 members 
Mstep: Class 22 contains 15096 members 
Mstep: Class 23 contains 1212 members 
Mstep: Class 24 contains 5044 members 
Mstep: Class 25 contains 12792 members 
Mstep: Class 26 contains 24820 members 
Mstep: Class 27 contains 48309 members 
Mstep: Class 28 contains 19386 members 
Mstep: Class 29 contains 6081 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 8773 members 
Mstep: Class 32 contains 73195 members 
Mstep: Class 33 contains 18159 members 
Mstep: Class 34 contains 11186 members 
Mstep: Class 35 contains 7883 members 
Mstep: Class 36 contains 838 members 
Mstep: Class 37 contains 8800 members 
Mstep: Class 38 contains 10086 members 
Mstep: Class 39 contains 327 members 
Mstep: Class 40 contains 13238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150936608.000000 Penalty: 138967.843750
Iteration 91Q: 41 clusters Score -1.509366e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10148 members 
Mstep: Class 3 contains 6514 members 
Mstep: Class 4 contains 15346 members 
Mstep: Class 5 contains 2076 members 
Mstep: Class 6 contains 9523 members 
Mstep: Class 7 contains 7170 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 172511 members 
Mstep: Class 11 contains 11318 members 
Mstep: Class 12 contains 176351 members 
Mstep: Class 13 contains 68786 members 
Mstep: Class 14 contains 1195 members 
Mstep: Class 15 contains 2792 members 
Mstep: Class 16 contains 5478 members 
Mstep: Class 17 contains 132512 members 
Mstep: Class 18 contains 98180 members 
Mstep: Class 19 contains 18125 members 
Mstep: Class 20 contains 91329 members 
Mstep: Class 21 contains 73173 members 
Mstep: Class 22 contains 15094 members 
Mstep: Class 23 contains 1202 members 
Mstep: Class 24 contains 5041 members 
Mstep: Class 25 contains 12799 members 
Mstep: Class 26 contains 24830 members 
Mstep: Class 27 contains 48296 members 
Mstep: Class 28 contains 19357 members 
Mstep: Class 29 contains 6072 members 
Mstep: Class 30 contains 5249 members 
Mstep: Class 31 contains 8773 members 
Mstep: Class 32 contains 73453 members 
Mstep: Class 33 contains 18310 members 
Mstep: Class 34 contains 11306 members 
Mstep: Class 35 contains 7899 members 
Mstep: Class 36 contains 851 members 
Mstep: Class 37 contains 8934 members 
Mstep: Class 38 contains 10076 members 
Mstep: Class 39 contains 324 members 
Mstep: Class 40 contains 13241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150937328.000000 Penalty: 138967.843750
Iteration 92Q: 41 clusters Score -1.509373e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10139 members 
Mstep: Class 3 contains 6453 members 
Mstep: Class 4 contains 15382 members 
Mstep: Class 5 contains 2093 members 
Mstep: Class 6 contains 9522 members 
Mstep: Class 7 contains 7178 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 18168 members 
Mstep: Class 10 contains 172502 members 
Mstep: Class 11 contains 11338 members 
Mstep: Class 12 contains 176320 members 
Mstep: Class 13 contains 68596 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 132460 members 
Mstep: Class 18 contains 98176 members 
Mstep: Class 19 contains 18011 members 
Mstep: Class 20 contains 91243 members 
Mstep: Class 21 contains 73153 members 
Mstep: Class 22 contains 15095 members 
Mstep: Class 23 contains 1185 members 
Mstep: Class 24 contains 5037 members 
Mstep: Class 25 contains 12799 members 
Mstep: Class 26 contains 24843 members 
Mstep: Class 27 contains 48269 members 
Mstep: Class 28 contains 19320 members 
Mstep: Class 29 contains 6058 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 8776 members 
Mstep: Class 32 contains 73679 members 
Mstep: Class 33 contains 18480 members 
Mstep: Class 34 contains 11348 members 
Mstep: Class 35 contains 7914 members 
Mstep: Class 36 contains 873 members 
Mstep: Class 37 contains 9036 members 
Mstep: Class 38 contains 10076 members 
Mstep: Class 39 contains 319 members 
Mstep: Class 40 contains 13242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150937952.000000 Penalty: 138967.843750
Iteration 93Q: 41 clusters Score -1.50938e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10130 members 
Mstep: Class 3 contains 6394 members 
Mstep: Class 4 contains 15439 members 
Mstep: Class 5 contains 2108 members 
Mstep: Class 6 contains 9522 members 
Mstep: Class 7 contains 7182 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 18133 members 
Mstep: Class 10 contains 172493 members 
Mstep: Class 11 contains 11358 members 
Mstep: Class 12 contains 176296 members 
Mstep: Class 13 contains 68406 members 
Mstep: Class 14 contains 1221 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 132387 members 
Mstep: Class 18 contains 98176 members 
Mstep: Class 19 contains 17911 members 
Mstep: Class 20 contains 91160 members 
Mstep: Class 21 contains 73136 members 
Mstep: Class 22 contains 15097 members 
Mstep: Class 23 contains 1160 members 
Mstep: Class 24 contains 5035 members 
Mstep: Class 25 contains 12799 members 
Mstep: Class 26 contains 24855 members 
Mstep: Class 27 contains 48252 members 
Mstep: Class 28 contains 19295 members 
Mstep: Class 29 contains 6054 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 8780 members 
Mstep: Class 32 contains 73912 members 
Mstep: Class 33 contains 18630 members 
Mstep: Class 34 contains 11340 members 
Mstep: Class 35 contains 7924 members 
Mstep: Class 36 contains 900 members 
Mstep: Class 37 contains 9140 members 
Mstep: Class 38 contains 10078 members 
Mstep: Class 39 contains 317 members 
Mstep: Class 40 contains 13244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150938656.000000 Penalty: 138967.843750
Iteration 94Q: 41 clusters Score -1.509387e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10125 members 
Mstep: Class 3 contains 6351 members 
Mstep: Class 4 contains 15489 members 
Mstep: Class 5 contains 2117 members 
Mstep: Class 6 contains 9523 members 
Mstep: Class 7 contains 7187 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 18095 members 
Mstep: Class 10 contains 172480 members 
Mstep: Class 11 contains 11378 members 
Mstep: Class 12 contains 176292 members 
Mstep: Class 13 contains 68205 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5555 members 
Mstep: Class 17 contains 132314 members 
Mstep: Class 18 contains 98178 members 
Mstep: Class 19 contains 17775 members 
Mstep: Class 20 contains 91112 members 
Mstep: Class 21 contains 73134 members 
Mstep: Class 22 contains 15095 members 
Mstep: Class 23 contains 1162 members 
Mstep: Class 24 contains 5031 members 
Mstep: Class 25 contains 12796 members 
Mstep: Class 26 contains 24857 members 
Mstep: Class 27 contains 48250 members 
Mstep: Class 28 contains 19273 members 
Mstep: Class 29 contains 6055 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 8779 members 
Mstep: Class 32 contains 74139 members 
Mstep: Class 33 contains 18795 members 
Mstep: Class 34 contains 11329 members 
Mstep: Class 35 contains 7935 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 9226 members 
Mstep: Class 38 contains 10084 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 13245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150939040.000000 Penalty: 138967.843750
Iteration 95Q: 41 clusters Score -1.50939e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10116 members 
Mstep: Class 3 contains 6284 members 
Mstep: Class 4 contains 15546 members 
Mstep: Class 5 contains 2128 members 
Mstep: Class 6 contains 9521 members 
Mstep: Class 7 contains 7194 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 18063 members 
Mstep: Class 10 contains 172465 members 
Mstep: Class 11 contains 11409 members 
Mstep: Class 12 contains 176287 members 
Mstep: Class 13 contains 67983 members 
Mstep: Class 14 contains 1233 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5575 members 
Mstep: Class 17 contains 132256 members 
Mstep: Class 18 contains 98187 members 
Mstep: Class 19 contains 17652 members 
Mstep: Class 20 contains 91044 members 
Mstep: Class 21 contains 73138 members 
Mstep: Class 22 contains 15091 members 
Mstep: Class 23 contains 1164 members 
Mstep: Class 24 contains 5032 members 
Mstep: Class 25 contains 12798 members 
Mstep: Class 26 contains 24861 members 
Mstep: Class 27 contains 48228 members 
Mstep: Class 28 contains 19254 members 
Mstep: Class 29 contains 6053 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 8780 members 
Mstep: Class 32 contains 74382 members 
Mstep: Class 33 contains 18954 members 
Mstep: Class 34 contains 11344 members 
Mstep: Class 35 contains 7952 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 9285 members 
Mstep: Class 38 contains 10090 members 
Mstep: Class 39 contains 309 members 
Mstep: Class 40 contains 13247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150938928.000000 Penalty: 138967.843750
Iteration 96Q: 41 clusters Score -1.509389e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10108 members 
Mstep: Class 3 contains 6232 members 
Mstep: Class 4 contains 15595 members 
Mstep: Class 5 contains 2131 members 
Mstep: Class 6 contains 9519 members 
Mstep: Class 7 contains 7205 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 18040 members 
Mstep: Class 10 contains 172448 members 
Mstep: Class 11 contains 11450 members 
Mstep: Class 12 contains 176282 members 
Mstep: Class 13 contains 67789 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5597 members 
Mstep: Class 17 contains 132214 members 
Mstep: Class 18 contains 98185 members 
Mstep: Class 19 contains 17525 members 
Mstep: Class 20 contains 90950 members 
Mstep: Class 21 contains 73146 members 
Mstep: Class 22 contains 15093 members 
Mstep: Class 23 contains 1168 members 
Mstep: Class 24 contains 5031 members 
Mstep: Class 25 contains 12798 members 
Mstep: Class 26 contains 24866 members 
Mstep: Class 27 contains 48200 members 
Mstep: Class 28 contains 19238 members 
Mstep: Class 29 contains 6045 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 8779 members 
Mstep: Class 32 contains 74595 members 
Mstep: Class 33 contains 19115 members 
Mstep: Class 34 contains 11358 members 
Mstep: Class 35 contains 7971 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 9338 members 
Mstep: Class 38 contains 10100 members 
Mstep: Class 39 contains 305 members 
Mstep: Class 40 contains 13253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150938784.000000 Penalty: 138967.843750
Iteration 97Q: 41 clusters Score -1.509388e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10103 members 
Mstep: Class 3 contains 6177 members 
Mstep: Class 4 contains 15647 members 
Mstep: Class 5 contains 2135 members 
Mstep: Class 6 contains 9519 members 
Mstep: Class 7 contains 7218 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 18025 members 
Mstep: Class 10 contains 172420 members 
Mstep: Class 11 contains 11474 members 
Mstep: Class 12 contains 176289 members 
Mstep: Class 13 contains 67613 members 
Mstep: Class 14 contains 1239 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 132192 members 
Mstep: Class 18 contains 98188 members 
Mstep: Class 19 contains 17404 members 
Mstep: Class 20 contains 90868 members 
Mstep: Class 21 contains 73147 members 
Mstep: Class 22 contains 15092 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 5026 members 
Mstep: Class 25 contains 12799 members 
Mstep: Class 26 contains 24857 members 
Mstep: Class 27 contains 48171 members 
Mstep: Class 28 contains 19221 members 
Mstep: Class 29 contains 6040 members 
Mstep: Class 30 contains 5248 members 
Mstep: Class 31 contains 8781 members 
Mstep: Class 32 contains 74796 members 
Mstep: Class 33 contains 19254 members 
Mstep: Class 34 contains 11384 members 
Mstep: Class 35 contains 7987 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 9386 members 
Mstep: Class 38 contains 10118 members 
Mstep: Class 39 contains 304 members 
Mstep: Class 40 contains 13255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150939056.000000 Penalty: 138967.843750
Iteration 98Q: 41 clusters Score -1.509391e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10091 members 
Mstep: Class 3 contains 6131 members 
Mstep: Class 4 contains 15702 members 
Mstep: Class 5 contains 2140 members 
Mstep: Class 6 contains 9516 members 
Mstep: Class 7 contains 7233 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 172388 members 
Mstep: Class 11 contains 11502 members 
Mstep: Class 12 contains 176293 members 
Mstep: Class 13 contains 67440 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 132155 members 
Mstep: Class 18 contains 98194 members 
Mstep: Class 19 contains 17292 members 
Mstep: Class 20 contains 90801 members 
Mstep: Class 21 contains 73156 members 
Mstep: Class 22 contains 15090 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 5023 members 
Mstep: Class 25 contains 12795 members 
Mstep: Class 26 contains 24857 members 
Mstep: Class 27 contains 48127 members 
Mstep: Class 28 contains 19197 members 
Mstep: Class 29 contains 6036 members 
Mstep: Class 30 contains 5249 members 
Mstep: Class 31 contains 8782 members 
Mstep: Class 32 contains 75001 members 
Mstep: Class 33 contains 19400 members 
Mstep: Class 34 contains 11395 members 
Mstep: Class 35 contains 8004 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 9440 members 
Mstep: Class 38 contains 10134 members 
Mstep: Class 39 contains 303 members 
Mstep: Class 40 contains 13258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150939072.000000 Penalty: 138967.843750
Iteration 99Q: 41 clusters Score -1.509391e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10086 members 
Mstep: Class 3 contains 6105 members 
Mstep: Class 4 contains 15745 members 
Mstep: Class 5 contains 2145 members 
Mstep: Class 6 contains 9516 members 
Mstep: Class 7 contains 7243 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17977 members 
Mstep: Class 10 contains 172360 members 
Mstep: Class 11 contains 11530 members 
Mstep: Class 12 contains 176277 members 
Mstep: Class 13 contains 67311 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5631 members 
Mstep: Class 17 contains 132123 members 
Mstep: Class 18 contains 98200 members 
Mstep: Class 19 contains 17191 members 
Mstep: Class 20 contains 90740 members 
Mstep: Class 21 contains 73165 members 
Mstep: Class 22 contains 15091 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 5022 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24853 members 
Mstep: Class 27 contains 48097 members 
Mstep: Class 28 contains 19173 members 
Mstep: Class 29 contains 6023 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 8783 members 
Mstep: Class 32 contains 75172 members 
Mstep: Class 33 contains 19529 members 
Mstep: Class 34 contains 11390 members 
Mstep: Class 35 contains 8024 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 9490 members 
Mstep: Class 38 contains 10147 members 
Mstep: Class 39 contains 303 members 
Mstep: Class 40 contains 13262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150940224.000000 Penalty: 138967.843750
Iteration 100F: 41 clusters Score -1.509402e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10079 members 
Mstep: Class 3 contains 6091 members 
Mstep: Class 4 contains 15793 members 
Mstep: Class 5 contains 2148 members 
Mstep: Class 6 contains 9514 members 
Mstep: Class 7 contains 7258 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17953 members 
Mstep: Class 10 contains 172326 members 
Mstep: Class 11 contains 11548 members 
Mstep: Class 12 contains 176261 members 
Mstep: Class 13 contains 67210 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5644 members 
Mstep: Class 17 contains 132086 members 
Mstep: Class 18 contains 98205 members 
Mstep: Class 19 contains 17085 members 
Mstep: Class 20 contains 90689 members 
Mstep: Class 21 contains 73164 members 
Mstep: Class 22 contains 15090 members 
Mstep: Class 23 contains 1172 members 
Mstep: Class 24 contains 5020 members 
Mstep: Class 25 contains 12788 members 
Mstep: Class 26 contains 24848 members 
Mstep: Class 27 contains 48069 members 
Mstep: Class 28 contains 19152 members 
Mstep: Class 29 contains 6017 members 
Mstep: Class 30 contains 5251 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 75312 members 
Mstep: Class 33 contains 19633 members 
Mstep: Class 34 contains 11403 members 
Mstep: Class 35 contains 8036 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 9553 members 
Mstep: Class 38 contains 10165 members 
Mstep: Class 39 contains 330 members 
Mstep: Class 40 contains 13266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941456.000000 Penalty: 138967.843750
Iteration 101Q: 41 clusters Score -1.509415e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 6082 members 
Mstep: Class 4 contains 15814 members 
Mstep: Class 5 contains 2154 members 
Mstep: Class 6 contains 9512 members 
Mstep: Class 7 contains 7270 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17928 members 
Mstep: Class 10 contains 172306 members 
Mstep: Class 11 contains 11565 members 
Mstep: Class 12 contains 176235 members 
Mstep: Class 13 contains 67134 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5660 members 
Mstep: Class 17 contains 132043 members 
Mstep: Class 18 contains 98216 members 
Mstep: Class 19 contains 17004 members 
Mstep: Class 20 contains 90637 members 
Mstep: Class 21 contains 73166 members 
Mstep: Class 22 contains 15089 members 
Mstep: Class 23 contains 1182 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 12788 members 
Mstep: Class 26 contains 24845 members 
Mstep: Class 27 contains 48039 members 
Mstep: Class 28 contains 19127 members 
Mstep: Class 29 contains 6021 members 
Mstep: Class 30 contains 5253 members 
Mstep: Class 31 contains 8786 members 
Mstep: Class 32 contains 75431 members 
Mstep: Class 33 contains 19729 members 
Mstep: Class 34 contains 11411 members 
Mstep: Class 35 contains 8046 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 9625 members 
Mstep: Class 38 contains 10166 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 13269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941456.000000 Penalty: 138967.843750
Iteration 102Q: 41 clusters Score -1.509415e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 6081 members 
Mstep: Class 4 contains 15846 members 
Mstep: Class 5 contains 2154 members 
Mstep: Class 6 contains 9509 members 
Mstep: Class 7 contains 7283 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17908 members 
Mstep: Class 10 contains 172279 members 
Mstep: Class 11 contains 11580 members 
Mstep: Class 12 contains 176206 members 
Mstep: Class 13 contains 67050 members 
Mstep: Class 14 contains 1242 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5682 members 
Mstep: Class 17 contains 132003 members 
Mstep: Class 18 contains 98222 members 
Mstep: Class 19 contains 16938 members 
Mstep: Class 20 contains 90575 members 
Mstep: Class 21 contains 73159 members 
Mstep: Class 22 contains 15088 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 5017 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24850 members 
Mstep: Class 27 contains 47995 members 
Mstep: Class 28 contains 19112 members 
Mstep: Class 29 contains 6033 members 
Mstep: Class 30 contains 5256 members 
Mstep: Class 31 contains 8783 members 
Mstep: Class 32 contains 75563 members 
Mstep: Class 33 contains 19810 members 
Mstep: Class 34 contains 11417 members 
Mstep: Class 35 contains 8051 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 9695 members 
Mstep: Class 38 contains 10163 members 
Mstep: Class 39 contains 316 members 
Mstep: Class 40 contains 13270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941760.000000 Penalty: 138967.843750
Iteration 103Q: 41 clusters Score -1.509418e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10074 members 
Mstep: Class 3 contains 6075 members 
Mstep: Class 4 contains 15885 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 9508 members 
Mstep: Class 7 contains 7292 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17888 members 
Mstep: Class 10 contains 172258 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 176175 members 
Mstep: Class 13 contains 66937 members 
Mstep: Class 14 contains 1242 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5707 members 
Mstep: Class 17 contains 131961 members 
Mstep: Class 18 contains 98226 members 
Mstep: Class 19 contains 16873 members 
Mstep: Class 20 contains 90499 members 
Mstep: Class 21 contains 73165 members 
Mstep: Class 22 contains 15087 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 12800 members 
Mstep: Class 26 contains 24854 members 
Mstep: Class 27 contains 47963 members 
Mstep: Class 28 contains 19087 members 
Mstep: Class 29 contains 6038 members 
Mstep: Class 30 contains 5258 members 
Mstep: Class 31 contains 8781 members 
Mstep: Class 32 contains 75712 members 
Mstep: Class 33 contains 19883 members 
Mstep: Class 34 contains 11421 members 
Mstep: Class 35 contains 8058 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 9762 members 
Mstep: Class 38 contains 10167 members 
Mstep: Class 39 contains 315 members 
Mstep: Class 40 contains 13278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941920.000000 Penalty: 138967.843750
Iteration 104Q: 41 clusters Score -1.509419e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10071 members 
Mstep: Class 3 contains 6079 members 
Mstep: Class 4 contains 15927 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 9504 members 
Mstep: Class 7 contains 7303 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17862 members 
Mstep: Class 10 contains 172241 members 
Mstep: Class 11 contains 11605 members 
Mstep: Class 12 contains 176163 members 
Mstep: Class 13 contains 66839 members 
Mstep: Class 14 contains 1242 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 17 contains 131926 members 
Mstep: Class 18 contains 98235 members 
Mstep: Class 19 contains 16798 members 
Mstep: Class 20 contains 90430 members 
Mstep: Class 21 contains 73163 members 
Mstep: Class 22 contains 15088 members 
Mstep: Class 23 contains 1190 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 12804 members 
Mstep: Class 26 contains 24856 members 
Mstep: Class 27 contains 47941 members 
Mstep: Class 28 contains 19056 members 
Mstep: Class 29 contains 6061 members 
Mstep: Class 30 contains 5258 members 
Mstep: Class 31 contains 8780 members 
Mstep: Class 32 contains 75857 members 
Mstep: Class 33 contains 19942 members 
Mstep: Class 34 contains 11422 members 
Mstep: Class 35 contains 8063 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 9811 members 
Mstep: Class 38 contains 10167 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 13289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941760.000000 Penalty: 138967.843750
Iteration 105Q: 41 clusters Score -1.509418e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10070 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 15976 members 
Mstep: Class 5 contains 2156 members 
Mstep: Class 6 contains 9505 members 
Mstep: Class 7 contains 7312 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17835 members 
Mstep: Class 10 contains 172231 members 
Mstep: Class 11 contains 11614 members 
Mstep: Class 12 contains 176147 members 
Mstep: Class 13 contains 66737 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5741 members 
Mstep: Class 17 contains 131885 members 
Mstep: Class 18 contains 98246 members 
Mstep: Class 19 contains 16734 members 
Mstep: Class 20 contains 90368 members 
Mstep: Class 21 contains 73165 members 
Mstep: Class 22 contains 15089 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 5020 members 
Mstep: Class 25 contains 12802 members 
Mstep: Class 26 contains 24856 members 
Mstep: Class 27 contains 47924 members 
Mstep: Class 28 contains 19030 members 
Mstep: Class 29 contains 6076 members 
Mstep: Class 30 contains 5256 members 
Mstep: Class 31 contains 8781 members 
Mstep: Class 32 contains 75989 members 
Mstep: Class 33 contains 19997 members 
Mstep: Class 34 contains 11426 members 
Mstep: Class 35 contains 8070 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 9860 members 
Mstep: Class 38 contains 10161 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 13297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941536.000000 Penalty: 138967.843750
Iteration 106Q: 41 clusters Score -1.509415e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10065 members 
Mstep: Class 3 contains 6091 members 
Mstep: Class 4 contains 16033 members 
Mstep: Class 5 contains 2157 members 
Mstep: Class 6 contains 9504 members 
Mstep: Class 7 contains 7319 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17819 members 
Mstep: Class 10 contains 172218 members 
Mstep: Class 11 contains 11622 members 
Mstep: Class 12 contains 176124 members 
Mstep: Class 13 contains 66639 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5759 members 
Mstep: Class 17 contains 131836 members 
Mstep: Class 18 contains 98254 members 
Mstep: Class 19 contains 16660 members 
Mstep: Class 20 contains 90315 members 
Mstep: Class 21 contains 73160 members 
Mstep: Class 22 contains 15090 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 5020 members 
Mstep: Class 25 contains 12798 members 
Mstep: Class 26 contains 24858 members 
Mstep: Class 27 contains 47912 members 
Mstep: Class 28 contains 18999 members 
Mstep: Class 29 contains 6091 members 
Mstep: Class 30 contains 5252 members 
Mstep: Class 31 contains 8781 members 
Mstep: Class 32 contains 76142 members 
Mstep: Class 33 contains 20060 members 
Mstep: Class 34 contains 11426 members 
Mstep: Class 35 contains 8070 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 9901 members 
Mstep: Class 38 contains 10162 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 13305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150941904.000000 Penalty: 138967.843750
Iteration 107Q: 41 clusters Score -1.509419e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 6094 members 
Mstep: Class 4 contains 16084 members 
Mstep: Class 5 contains 2159 members 
Mstep: Class 6 contains 9505 members 
Mstep: Class 7 contains 7325 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17809 members 
Mstep: Class 10 contains 172211 members 
Mstep: Class 11 contains 11629 members 
Mstep: Class 12 contains 176115 members 
Mstep: Class 13 contains 66551 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5774 members 
Mstep: Class 17 contains 131799 members 
Mstep: Class 18 contains 98258 members 
Mstep: Class 19 contains 16587 members 
Mstep: Class 20 contains 90273 members 
Mstep: Class 21 contains 73157 members 
Mstep: Class 22 contains 15090 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 5020 members 
Mstep: Class 25 contains 12794 members 
Mstep: Class 26 contains 24860 members 
Mstep: Class 27 contains 47913 members 
Mstep: Class 28 contains 18971 members 
Mstep: Class 29 contains 6107 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 8782 members 
Mstep: Class 32 contains 76255 members 
Mstep: Class 33 contains 20112 members 
Mstep: Class 34 contains 11425 members 
Mstep: Class 35 contains 8079 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 9925 members 
Mstep: Class 38 contains 10155 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 13312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942096.000000 Penalty: 138967.843750
Iteration 108Q: 41 clusters Score -1.509421e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10058 members 
Mstep: Class 3 contains 6094 members 
Mstep: Class 4 contains 16132 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 9505 members 
Mstep: Class 7 contains 7334 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17800 members 
Mstep: Class 10 contains 172193 members 
Mstep: Class 11 contains 11633 members 
Mstep: Class 12 contains 176100 members 
Mstep: Class 13 contains 66485 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5796 members 
Mstep: Class 17 contains 131770 members 
Mstep: Class 18 contains 98263 members 
Mstep: Class 19 contains 16501 members 
Mstep: Class 20 contains 90210 members 
Mstep: Class 21 contains 73160 members 
Mstep: Class 22 contains 15088 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 5021 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24860 members 
Mstep: Class 27 contains 47917 members 
Mstep: Class 28 contains 18947 members 
Mstep: Class 29 contains 6132 members 
Mstep: Class 30 contains 5247 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 76362 members 
Mstep: Class 33 contains 20157 members 
Mstep: Class 34 contains 11432 members 
Mstep: Class 35 contains 8082 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 9957 members 
Mstep: Class 38 contains 10152 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 13317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942256.000000 Penalty: 138967.843750
Iteration 109Q: 41 clusters Score -1.509423e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 6097 members 
Mstep: Class 4 contains 16180 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9505 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17790 members 
Mstep: Class 10 contains 172182 members 
Mstep: Class 11 contains 11635 members 
Mstep: Class 12 contains 176083 members 
Mstep: Class 13 contains 66418 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5809 members 
Mstep: Class 17 contains 131741 members 
Mstep: Class 18 contains 98264 members 
Mstep: Class 19 contains 16411 members 
Mstep: Class 20 contains 90168 members 
Mstep: Class 21 contains 73162 members 
Mstep: Class 22 contains 15087 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 5024 members 
Mstep: Class 25 contains 12792 members 
Mstep: Class 26 contains 24859 members 
Mstep: Class 27 contains 47910 members 
Mstep: Class 28 contains 18928 members 
Mstep: Class 29 contains 6166 members 
Mstep: Class 30 contains 5245 members 
Mstep: Class 31 contains 8789 members 
Mstep: Class 32 contains 76457 members 
Mstep: Class 33 contains 20200 members 
Mstep: Class 34 contains 11439 members 
Mstep: Class 35 contains 8088 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 9979 members 
Mstep: Class 38 contains 10151 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 13325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942336.000000 Penalty: 138967.843750
Iteration 110Q: 41 clusters Score -1.509423e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10057 members 
Mstep: Class 3 contains 6101 members 
Mstep: Class 4 contains 16221 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9505 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17782 members 
Mstep: Class 10 contains 172175 members 
Mstep: Class 11 contains 11640 members 
Mstep: Class 12 contains 176072 members 
Mstep: Class 13 contains 66334 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 131721 members 
Mstep: Class 18 contains 98267 members 
Mstep: Class 19 contains 16319 members 
Mstep: Class 20 contains 90122 members 
Mstep: Class 21 contains 73165 members 
Mstep: Class 22 contains 15087 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 5023 members 
Mstep: Class 25 contains 12796 members 
Mstep: Class 26 contains 24857 members 
Mstep: Class 27 contains 47898 members 
Mstep: Class 28 contains 18914 members 
Mstep: Class 29 contains 6193 members 
Mstep: Class 30 contains 5245 members 
Mstep: Class 31 contains 8789 members 
Mstep: Class 32 contains 76555 members 
Mstep: Class 33 contains 20253 members 
Mstep: Class 34 contains 11445 members 
Mstep: Class 35 contains 8092 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 10005 members 
Mstep: Class 38 contains 10138 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 13335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942224.000000 Penalty: 138967.843750
Iteration 111Q: 41 clusters Score -1.509422e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10050 members 
Mstep: Class 3 contains 6106 members 
Mstep: Class 4 contains 16261 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9505 members 
Mstep: Class 7 contains 7347 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17774 members 
Mstep: Class 10 contains 172159 members 
Mstep: Class 11 contains 11645 members 
Mstep: Class 12 contains 176068 members 
Mstep: Class 13 contains 66285 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5856 members 
Mstep: Class 17 contains 131705 members 
Mstep: Class 18 contains 98269 members 
Mstep: Class 19 contains 16242 members 
Mstep: Class 20 contains 90079 members 
Mstep: Class 21 contains 73169 members 
Mstep: Class 22 contains 15086 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 5022 members 
Mstep: Class 25 contains 12804 members 
Mstep: Class 26 contains 24854 members 
Mstep: Class 27 contains 47887 members 
Mstep: Class 28 contains 18887 members 
Mstep: Class 29 contains 6217 members 
Mstep: Class 30 contains 5240 members 
Mstep: Class 31 contains 8789 members 
Mstep: Class 32 contains 76636 members 
Mstep: Class 33 contains 20302 members 
Mstep: Class 34 contains 11449 members 
Mstep: Class 35 contains 8094 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 10020 members 
Mstep: Class 38 contains 10132 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 13339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942544.000000 Penalty: 138967.843750
Iteration 112Q: 41 clusters Score -1.509425e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10048 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 16293 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9501 members 
Mstep: Class 7 contains 7346 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17768 members 
Mstep: Class 10 contains 172149 members 
Mstep: Class 11 contains 11649 members 
Mstep: Class 12 contains 176062 members 
Mstep: Class 13 contains 66245 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5871 members 
Mstep: Class 17 contains 131675 members 
Mstep: Class 18 contains 98271 members 
Mstep: Class 19 contains 16153 members 
Mstep: Class 20 contains 90047 members 
Mstep: Class 21 contains 73171 members 
Mstep: Class 22 contains 15087 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 5022 members 
Mstep: Class 25 contains 12809 members 
Mstep: Class 26 contains 24852 members 
Mstep: Class 27 contains 47890 members 
Mstep: Class 28 contains 18866 members 
Mstep: Class 29 contains 6240 members 
Mstep: Class 30 contains 5236 members 
Mstep: Class 31 contains 8789 members 
Mstep: Class 32 contains 76713 members 
Mstep: Class 33 contains 20352 members 
Mstep: Class 34 contains 11450 members 
Mstep: Class 35 contains 8094 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 10040 members 
Mstep: Class 38 contains 10139 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 13340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942608.000000 Penalty: 138967.843750
Iteration 113Q: 41 clusters Score -1.509426e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10043 members 
Mstep: Class 3 contains 6112 members 
Mstep: Class 4 contains 16319 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9501 members 
Mstep: Class 7 contains 7343 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17763 members 
Mstep: Class 10 contains 172149 members 
Mstep: Class 11 contains 11655 members 
Mstep: Class 12 contains 176059 members 
Mstep: Class 13 contains 66191 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5883 members 
Mstep: Class 17 contains 131657 members 
Mstep: Class 18 contains 98273 members 
Mstep: Class 19 contains 16084 members 
Mstep: Class 20 contains 90013 members 
Mstep: Class 21 contains 73170 members 
Mstep: Class 22 contains 15089 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 5021 members 
Mstep: Class 25 contains 12811 members 
Mstep: Class 26 contains 24847 members 
Mstep: Class 27 contains 47888 members 
Mstep: Class 28 contains 18845 members 
Mstep: Class 29 contains 6260 members 
Mstep: Class 30 contains 5232 members 
Mstep: Class 31 contains 8789 members 
Mstep: Class 32 contains 76784 members 
Mstep: Class 33 contains 20399 members 
Mstep: Class 34 contains 11454 members 
Mstep: Class 35 contains 8102 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 10055 members 
Mstep: Class 38 contains 10146 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 13341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942560.000000 Penalty: 138967.843750
Iteration 114Q: 41 clusters Score -1.509426e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10042 members 
Mstep: Class 3 contains 6112 members 
Mstep: Class 4 contains 16343 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9500 members 
Mstep: Class 7 contains 7348 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17761 members 
Mstep: Class 10 contains 172137 members 
Mstep: Class 11 contains 11657 members 
Mstep: Class 12 contains 176053 members 
Mstep: Class 13 contains 66147 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5898 members 
Mstep: Class 17 contains 131647 members 
Mstep: Class 18 contains 98275 members 
Mstep: Class 19 contains 16020 members 
Mstep: Class 20 contains 89978 members 
Mstep: Class 21 contains 73171 members 
Mstep: Class 22 contains 15088 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 5020 members 
Mstep: Class 25 contains 12812 members 
Mstep: Class 26 contains 24847 members 
Mstep: Class 27 contains 47885 members 
Mstep: Class 28 contains 18831 members 
Mstep: Class 29 contains 6278 members 
Mstep: Class 30 contains 5232 members 
Mstep: Class 31 contains 8789 members 
Mstep: Class 32 contains 76851 members 
Mstep: Class 33 contains 20435 members 
Mstep: Class 34 contains 11459 members 
Mstep: Class 35 contains 8108 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 10072 members 
Mstep: Class 38 contains 10136 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 13347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942816.000000 Penalty: 138967.843750
Iteration 115Q: 41 clusters Score -1.509428e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10045 members 
Mstep: Class 3 contains 6109 members 
Mstep: Class 4 contains 16368 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9499 members 
Mstep: Class 7 contains 7352 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17760 members 
Mstep: Class 10 contains 172134 members 
Mstep: Class 11 contains 11661 members 
Mstep: Class 12 contains 176042 members 
Mstep: Class 13 contains 66105 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5920 members 
Mstep: Class 17 contains 131630 members 
Mstep: Class 18 contains 98276 members 
Mstep: Class 19 contains 15964 members 
Mstep: Class 20 contains 89944 members 
Mstep: Class 21 contains 73170 members 
Mstep: Class 22 contains 15087 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 5020 members 
Mstep: Class 25 contains 12811 members 
Mstep: Class 26 contains 24846 members 
Mstep: Class 27 contains 47886 members 
Mstep: Class 28 contains 18827 members 
Mstep: Class 29 contains 6300 members 
Mstep: Class 30 contains 5231 members 
Mstep: Class 31 contains 8789 members 
Mstep: Class 32 contains 76904 members 
Mstep: Class 33 contains 20460 members 
Mstep: Class 34 contains 11457 members 
Mstep: Class 35 contains 8108 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 10092 members 
Mstep: Class 38 contains 10130 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 13352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942768.000000 Penalty: 138967.843750
Iteration 116Q: 41 clusters Score -1.509428e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10041 members 
Mstep: Class 3 contains 6109 members 
Mstep: Class 4 contains 16388 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9500 members 
Mstep: Class 7 contains 7354 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17759 members 
Mstep: Class 10 contains 172131 members 
Mstep: Class 11 contains 11665 members 
Mstep: Class 12 contains 176028 members 
Mstep: Class 13 contains 66065 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5938 members 
Mstep: Class 17 contains 131616 members 
Mstep: Class 18 contains 98275 members 
Mstep: Class 19 contains 15933 members 
Mstep: Class 20 contains 89910 members 
Mstep: Class 21 contains 73170 members 
Mstep: Class 22 contains 15087 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 5020 members 
Mstep: Class 25 contains 12808 members 
Mstep: Class 26 contains 24846 members 
Mstep: Class 27 contains 47882 members 
Mstep: Class 28 contains 18817 members 
Mstep: Class 29 contains 6320 members 
Mstep: Class 30 contains 5231 members 
Mstep: Class 31 contains 8789 members 
Mstep: Class 32 contains 76953 members 
Mstep: Class 33 contains 20491 members 
Mstep: Class 34 contains 11458 members 
Mstep: Class 35 contains 8107 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 10110 members 
Mstep: Class 38 contains 10126 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 13352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942784.000000 Penalty: 138967.843750
Iteration 117Q: 41 clusters Score -1.509428e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10039 members 
Mstep: Class 3 contains 6112 members 
Mstep: Class 4 contains 16407 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9500 members 
Mstep: Class 7 contains 7354 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17756 members 
Mstep: Class 10 contains 172119 members 
Mstep: Class 11 contains 11668 members 
Mstep: Class 12 contains 176017 members 
Mstep: Class 13 contains 66041 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 131613 members 
Mstep: Class 18 contains 98276 members 
Mstep: Class 19 contains 15912 members 
Mstep: Class 20 contains 89888 members 
Mstep: Class 21 contains 73169 members 
Mstep: Class 22 contains 15088 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 5020 members 
Mstep: Class 25 contains 12805 members 
Mstep: Class 26 contains 24845 members 
Mstep: Class 27 contains 47882 members 
Mstep: Class 28 contains 18801 members 
Mstep: Class 29 contains 6327 members 
Mstep: Class 30 contains 5231 members 
Mstep: Class 31 contains 8789 members 
Mstep: Class 32 contains 76994 members 
Mstep: Class 33 contains 20514 members 
Mstep: Class 34 contains 11459 members 
Mstep: Class 35 contains 8106 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 10120 members 
Mstep: Class 38 contains 10115 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 13352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150942688.000000 Penalty: 138967.843750
Iteration 118Q: 41 clusters Score -1.509427e+08 nChanged 268
Entering ConstructFrom: 
Score: -150942688.000000 Penalty: 138967.843750
Entering ConstructFrom: 
Trying to split cluster 1 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -75048.921875 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -75048.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73483.312500 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -73483.31 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73712.171875 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -73712.17 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73796.804688 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -73796.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73859.367188 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -73859.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73877.093750 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -73877.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73889.648438 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -73889.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -73893.976562 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -73893.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -73898.054688 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -73898.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -73902.531250 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -73902.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -73906.109375 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -73906.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -73910.867188 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -73910.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -73915.742188 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -73915.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73926.867188 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -73926.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -73940.882812 Penalty: 3224.639648
	Iteration 13Q: 3 clusters Score -73940.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -73959.515625 Penalty: 3224.639648
	Iteration 14Q: 3 clusters Score -73959.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -73977.429688 Penalty: 3224.639648
	Iteration 15Q: 3 clusters Score -73977.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -74015.375000 Penalty: 3224.639648
	Iteration 16Q: 3 clusters Score -74015.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -74062.531250 Penalty: 3224.639648
	Iteration 17Q: 3 clusters Score -74062.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -74107.601562 Penalty: 3224.639648
	Iteration 18Q: 3 clusters Score -74107.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -74174.718750 Penalty: 3224.639648
	Iteration 19Q: 3 clusters Score -74174.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -74279.171875 Penalty: 3224.639648
	Iteration 20F: 3 clusters Score -74279.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -74436.000000 Penalty: 3224.639648
	Iteration 21Q: 3 clusters Score -74436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -74520.562500 Penalty: 3224.639648
	Iteration 22Q: 3 clusters Score -74520.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -74573.210938 Penalty: 3224.639648
	Iteration 23Q: 3 clusters Score -74573.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -74605.523438 Penalty: 3224.639648
	Iteration 24Q: 3 clusters Score -74605.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -74628.718750 Penalty: 3224.639648
	Iteration 25Q: 3 clusters Score -74628.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -74654.101562 Penalty: 3224.639648
	Iteration 26Q: 3 clusters Score -74654.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -74674.320312 Penalty: 3224.639648
	Iteration 27Q: 3 clusters Score -74674.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -74690.601562 Penalty: 3224.639648
	Iteration 28Q: 3 clusters Score -74690.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -74700.234375 Penalty: 3224.639648
	Iteration 29Q: 3 clusters Score -74700.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -74704.531250 Penalty: 3224.639648
	Iteration 30Q: 3 clusters Score -74704.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -74708.343750 Penalty: 3224.639648
	Iteration 31F: 3 clusters Score -74708.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -74716.406250 Penalty: 3224.639648
	Iteration 32Q: 3 clusters Score -74716.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -74725.625000 Penalty: 3224.639648
	Iteration 33Q: 3 clusters Score -74725.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -74736.281250 Penalty: 3224.639648
	Iteration 34Q: 3 clusters Score -74736.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -74742.718750 Penalty: 3224.639648
	Iteration 35Q: 3 clusters Score -74742.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74743.601562 Penalty: 3224.639648
	Iteration 36Q: 3 clusters Score -74743.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74743.601562 Penalty: 3224.639648
	Iteration 37F: 3 clusters Score -74743.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Entering Unmasked Estep 
Score: -1292099.375000 Penalty: 2285.006104
	Iteration 0F: 2 clusters Score -1292099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1284342.500000 Penalty: 4570.012207
	Iteration 0F: 3 clusters Score -1284342 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1286591.125000 Penalty: 4570.012207
	Iteration 1F: 3 clusters Score -1286591 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1286910.250000 Penalty: 4570.012207
	Iteration 2F: 3 clusters Score -1286910 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1287173.250000 Penalty: 4570.012207
	Iteration 3F: 3 clusters Score -1287173 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1287454.250000 Penalty: 4570.012207
	Iteration 4Q: 3 clusters Score -1287454 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1287727.625000 Penalty: 4570.012207
	Iteration 5Q: 3 clusters Score -1287728 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1288021.250000 Penalty: 4570.012207
	Iteration 6Q: 3 clusters Score -1288021 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1288303.375000 Penalty: 4570.012207
	Iteration 7Q: 3 clusters Score -1288303 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1288601.000000 Penalty: 4570.012207
	Iteration 8Q: 3 clusters Score -1288601 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1288903.875000 Penalty: 4570.012207
	Iteration 9Q: 3 clusters Score -1288904 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1289200.500000 Penalty: 4570.012207
	Iteration 10Q: 3 clusters Score -1289200 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1289489.125000 Penalty: 4570.012207
	Iteration 11Q: 3 clusters Score -1289489 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1289760.125000 Penalty: 4570.012207
	Iteration 12Q: 3 clusters Score -1289760 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1290016.250000 Penalty: 4570.012207
	Iteration 13Q: 3 clusters Score -1290016 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1290281.875000 Penalty: 4570.012207
	Iteration 14Q: 3 clusters Score -1290282 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1290689.750000 Penalty: 4570.012207
	Iteration 15Q: 3 clusters Score -1290690 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1291186.000000 Penalty: 4570.012207
	Iteration 16Q: 3 clusters Score -1291186 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1291532.000000 Penalty: 4570.012207
	Iteration 17Q: 3 clusters Score -1291532 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1291666.250000 Penalty: 4570.012207
	Iteration 18Q: 3 clusters Score -1291666 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1291720.375000 Penalty: 4570.012207
	Iteration 19Q: 3 clusters Score -1291720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1291736.125000 Penalty: 4570.012207
	Iteration 20F: 3 clusters Score -1291736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1291739.500000 Penalty: 4570.012207
	Iteration 21Q: 3 clusters Score -1291740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1291749.000000 Penalty: 4570.012207
	Iteration 22Q: 3 clusters Score -1291749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1291751.750000 Penalty: 4570.012207
	Iteration 23Q: 3 clusters Score -1291752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1291754.875000 Penalty: 4570.012207
	Iteration 24Q: 3 clusters Score -1291755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1291752.625000 Penalty: 4570.012207
	Iteration 25Q: 3 clusters Score -1291753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1291752.625000 Penalty: 4570.012207
	Iteration 26F: 3 clusters Score -1291753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Entering Unmasked Estep 
Score: -746205.187500 Penalty: 2162.106934
	Iteration 0F: 2 clusters Score -746205.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -740986.937500 Penalty: 4324.213867
	Iteration 0F: 3 clusters Score -740986.9 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -742380.625000 Penalty: 4324.213867
	Iteration 1F: 3 clusters Score -742380.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -742640.125000 Penalty: 4324.213867
	Iteration 2F: 3 clusters Score -742640.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -742853.187500 Penalty: 4324.213867
	Iteration 3F: 3 clusters Score -742853.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -743053.875000 Penalty: 4324.213867
	Iteration 4Q: 3 clusters Score -743053.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -743235.625000 Penalty: 4324.213867
	Iteration 5Q: 3 clusters Score -743235.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -743410.187500 Penalty: 4324.213867
	Iteration 6Q: 3 clusters Score -743410.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -743585.437500 Penalty: 4324.213867
	Iteration 7Q: 3 clusters Score -743585.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -743752.750000 Penalty: 4324.213867
	Iteration 8Q: 3 clusters Score -743752.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -743888.812500 Penalty: 4324.213867
	Iteration 9Q: 3 clusters Score -743888.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -743990.187500 Penalty: 4324.213867
	Iteration 10Q: 3 clusters Score -743990.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -744079.812500 Penalty: 4324.213867
	Iteration 11Q: 3 clusters Score -744079.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -744154.125000 Penalty: 4324.213867
	Iteration 12Q: 3 clusters Score -744154.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -744207.500000 Penalty: 4324.213867
	Iteration 13Q: 3 clusters Score -744207.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -744247.750000 Penalty: 4324.213867
	Iteration 14Q: 3 clusters Score -744247.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -744279.187500 Penalty: 4324.213867
	Iteration 15Q: 3 clusters Score -744279.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -744307.375000 Penalty: 4324.213867
	Iteration 16Q: 3 clusters Score -744307.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -744325.562500 Penalty: 4324.213867
	Iteration 17Q: 3 clusters Score -744325.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -744341.937500 Penalty: 4324.213867
	Iteration 18Q: 3 clusters Score -744341.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -744356.625000 Penalty: 4324.213867
	Iteration 19Q: 3 clusters Score -744356.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -744371.125000 Penalty: 4324.213867
	Iteration 20F: 3 clusters Score -744371.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -744377.187500 Penalty: 4324.213867
	Iteration 21Q: 3 clusters Score -744377.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -744384.500000 Penalty: 4324.213867
	Iteration 22Q: 3 clusters Score -744384.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -744387.812500 Penalty: 4324.213867
	Iteration 23Q: 3 clusters Score -744387.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -744392.125000 Penalty: 4324.213867
	Iteration 24Q: 3 clusters Score -744392.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -744395.500000 Penalty: 4324.213867
	Iteration 25Q: 3 clusters Score -744395.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -744399.125000 Penalty: 4324.213867
	Iteration 26Q: 3 clusters Score -744399.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -744405.625000 Penalty: 4324.213867
	Iteration 27Q: 3 clusters Score -744405.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -744407.250000 Penalty: 4324.213867
	Iteration 28Q: 3 clusters Score -744407.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -744412.812500 Penalty: 4324.213867
	Iteration 29Q: 3 clusters Score -744412.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -744414.875000 Penalty: 4324.213867
	Iteration 30Q: 3 clusters Score -744414.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -744420.437500 Penalty: 4324.213867
	Iteration 31Q: 3 clusters Score -744420.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -744425.187500 Penalty: 4324.213867
	Iteration 32Q: 3 clusters Score -744425.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -744431.437500 Penalty: 4324.213867
	Iteration 33Q: 3 clusters Score -744431.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -744439.062500 Penalty: 4324.213867
	Iteration 34Q: 3 clusters Score -744439.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -744446.625000 Penalty: 4324.213867
	Iteration 35Q: 3 clusters Score -744446.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -744448.062500 Penalty: 4324.213867
	Iteration 36Q: 3 clusters Score -744448.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -744451.750000 Penalty: 4324.213867
	Iteration 37Q: 3 clusters Score -744451.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -744456.312500 Penalty: 4324.213867
	Iteration 38Q: 3 clusters Score -744456.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -744459.812500 Penalty: 4324.213867
	Iteration 39Q: 3 clusters Score -744459.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -744462.187500 Penalty: 4324.213867
	Iteration 40F: 3 clusters Score -744462.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -744465.312500 Penalty: 4324.213867
	Iteration 41Q: 3 clusters Score -744465.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -744468.687500 Penalty: 4324.213867
	Iteration 42Q: 3 clusters Score -744468.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -744472.562500 Penalty: 4324.213867
	Iteration 43Q: 3 clusters Score -744472.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -744477.250000 Penalty: 4324.213867
	Iteration 44Q: 3 clusters Score -744477.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -744479.500000 Penalty: 4324.213867
	Iteration 45Q: 3 clusters Score -744479.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -744482.187500 Penalty: 4324.213867
	Iteration 46Q: 3 clusters Score -744482.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -744484.625000 Penalty: 4324.213867
	Iteration 47Q: 3 clusters Score -744484.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -744485.812500 Penalty: 4324.213867
	Iteration 48Q: 3 clusters Score -744485.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -744490.250000 Penalty: 4324.213867
	Iteration 49Q: 3 clusters Score -744490.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -744491.937500 Penalty: 4324.213867
	Iteration 50Q: 3 clusters Score -744491.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -744497.750000 Penalty: 4324.213867
	Iteration 51Q: 3 clusters Score -744497.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -744500.625000 Penalty: 4324.213867
	Iteration 52Q: 3 clusters Score -744500.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -744507.437500 Penalty: 4324.213867
	Iteration 53Q: 3 clusters Score -744507.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -744512.750000 Penalty: 4324.213867
	Iteration 54Q: 3 clusters Score -744512.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -744514.812500 Penalty: 4324.213867
	Iteration 55Q: 3 clusters Score -744514.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -744520.937500 Penalty: 4324.213867
	Iteration 56Q: 3 clusters Score -744520.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -744522.125000 Penalty: 4324.213867
	Iteration 57Q: 3 clusters Score -744522.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -744525.500000 Penalty: 4324.213867
	Iteration 58Q: 3 clusters Score -744525.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -744526.937500 Penalty: 4324.213867
	Iteration 59Q: 3 clusters Score -744526.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -744528.750000 Penalty: 4324.213867
	Iteration 60F: 3 clusters Score -744528.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -744530.937500 Penalty: 4324.213867
	Iteration 61Q: 3 clusters Score -744530.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -744531.000000 Penalty: 4324.213867
	Iteration 62Q: 3 clusters Score -744531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -744530.312500 Penalty: 4324.213867
	Iteration 63Q: 3 clusters Score -744530.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -744530.312500 Penalty: 4324.213867
	Iteration 64F: 3 clusters Score -744530.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Entering Unmasked Estep 
Score: -2023196.500000 Penalty: 2407.302246
	Iteration 0F: 2 clusters Score -2023196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2011426.750000 Penalty: 4814.604492
	Iteration 0F: 3 clusters Score -2011427 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2015279.250000 Penalty: 4814.604492
	Iteration 1F: 3 clusters Score -2015279 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2015690.000000 Penalty: 4814.604492
	Iteration 2F: 3 clusters Score -2015690 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2016029.375000 Penalty: 4814.604492
	Iteration 3Q: 3 clusters Score -2016029 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2016359.875000 Penalty: 4814.604492
	Iteration 4Q: 3 clusters Score -2016360 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2016733.500000 Penalty: 4814.604492
	Iteration 5Q: 3 clusters Score -2016734 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2017129.625000 Penalty: 4814.604492
	Iteration 6Q: 3 clusters Score -2017130 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2017506.625000 Penalty: 4814.604492
	Iteration 7Q: 3 clusters Score -2017507 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2017862.250000 Penalty: 4814.604492
	Iteration 8Q: 3 clusters Score -2017862 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2018178.750000 Penalty: 4814.604492
	Iteration 9Q: 3 clusters Score -2018179 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2018491.250000 Penalty: 4814.604492
	Iteration 10Q: 3 clusters Score -2018491 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2018783.875000 Penalty: 4814.604492
	Iteration 11Q: 3 clusters Score -2018784 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2019030.000000 Penalty: 4814.604492
	Iteration 12Q: 3 clusters Score -2019030 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2019212.875000 Penalty: 4814.604492
	Iteration 13Q: 3 clusters Score -2019213 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2019348.375000 Penalty: 4814.604492
	Iteration 14Q: 3 clusters Score -2019348 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2019451.125000 Penalty: 4814.604492
	Iteration 15Q: 3 clusters Score -2019451 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2019528.250000 Penalty: 4814.604492
	Iteration 16Q: 3 clusters Score -2019528 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2019591.250000 Penalty: 4814.604492
	Iteration 17Q: 3 clusters Score -2019591 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2019630.750000 Penalty: 4814.604492
	Iteration 18Q: 3 clusters Score -2019631 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2019677.125000 Penalty: 4814.604492
	Iteration 19Q: 3 clusters Score -2019677 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2019696.500000 Penalty: 4814.604492
	Iteration 20F: 3 clusters Score -2019696 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2019734.125000 Penalty: 4814.604492
	Iteration 21Q: 3 clusters Score -2019734 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2019757.875000 Penalty: 4814.604492
	Iteration 22Q: 3 clusters Score -2019758 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2019774.500000 Penalty: 4814.604492
	Iteration 23Q: 3 clusters Score -2019774 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2019800.875000 Penalty: 4814.604492
	Iteration 24Q: 3 clusters Score -2019801 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2019821.500000 Penalty: 4814.604492
	Iteration 25Q: 3 clusters Score -2019822 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2019847.875000 Penalty: 4814.604492
	Iteration 26Q: 3 clusters Score -2019848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2019861.000000 Penalty: 4814.604492
	Iteration 27Q: 3 clusters Score -2019861 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2019868.750000 Penalty: 4814.604492
	Iteration 28Q: 3 clusters Score -2019869 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2019893.375000 Penalty: 4814.604492
	Iteration 29Q: 3 clusters Score -2019893 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2019903.375000 Penalty: 4814.604492
	Iteration 30Q: 3 clusters Score -2019903 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2019911.625000 Penalty: 4814.604492
	Iteration 31Q: 3 clusters Score -2019912 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2019931.625000 Penalty: 4814.604492
	Iteration 32Q: 3 clusters Score -2019932 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2019940.125000 Penalty: 4814.604492
	Iteration 33Q: 3 clusters Score -2019940 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2019950 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2019962.375000 Penalty: 4814.604492
	Iteration 35Q: 3 clusters Score -2019962 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2019972.250000 Penalty: 4814.604492
	Iteration 36Q: 3 clusters Score -2019972 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2019978 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2019996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2019999.375000 Penalty: 4814.604492
	Iteration 39Q: 3 clusters Score -2019999 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2020008.375000 Penalty: 4814.604492
	Iteration 40F: 3 clusters Score -2020008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2020016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2020022.250000 Penalty: 4814.604492
	Iteration 42Q: 3 clusters Score -2020022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2020025.375000 Penalty: 4814.604492
	Iteration 43Q: 3 clusters Score -2020025 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2020031 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2020040 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2020046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2020059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2020058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2020070 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2020088 nChanged 86
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Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2020093 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2020141 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2020194 nChanged 138
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Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2020226 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2020266 nChanged 119
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Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2020320.375000 Penalty: 4814.604492
	Iteration 60F: 3 clusters Score -2020320 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2020338 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2020368 nChanged 107
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Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2020388 nChanged 122
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Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2020416 nChanged 135
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Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2020452 nChanged 142
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Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 4130 members 
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	Iteration 67Q: 3 clusters Score -2020524 nChanged 119
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Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 4011 members 
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Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 3890 members 
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	Iteration 69Q: 3 clusters Score -2020593 nChanged 124
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Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 3766 members 
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	Iteration 70Q: 3 clusters Score -2020634 nChanged 138
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Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2020673 nChanged 129
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Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 3385 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2020778 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2020814 nChanged 98
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Mstep: Class 1 contains 13360 members 
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Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2020904 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2020935 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2020960 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2020976 nChanged 60
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Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 2602 members 
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	Iteration 82Q: 3 clusters Score -2020993 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2021010 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2021023 nChanged 53
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Mstep: Class 1 contains 13983 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2021033 nChanged 48
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Mstep: Class 1 contains 14029 members 
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	Iteration 86Q: 3 clusters Score -2021046 nChanged 37
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Mstep: Class 1 contains 14066 members 
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	Iteration 87Q: 3 clusters Score -2021063 nChanged 31
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Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 2333 members 
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	Iteration 88Q: 3 clusters Score -2021073 nChanged 34
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Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 2303 members 
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	Iteration 89Q: 3 clusters Score -2021081 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2021090 nChanged 27
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Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2021108 nChanged 25
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Mstep: Class 1 contains 14236 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2021113 nChanged 26
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Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2021117 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14279 members 
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Entering Unmasked Estep 
Score: -2021120.875000 Penalty: 4814.604492
	Iteration 95Q: 3 clusters Score -2021121 nChanged 18
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Mstep: Class 1 contains 14297 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2021127 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2021126 nChanged 15
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Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2021136 nChanged 18
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Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2021138 nChanged 13
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Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2021144 nChanged 18
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Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 2050 members 
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	Iteration 101Q: 3 clusters Score -2021147 nChanged 19
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Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2021147 nChanged 15
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Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2021151.750000 Penalty: 4814.604492
	Iteration 103Q: 3 clusters Score -2021152 nChanged 19
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Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1999 members 
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	Iteration 104Q: 3 clusters Score -2021156 nChanged 20
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Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2021165 nChanged 23
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Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2021176 nChanged 23
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Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2021186 nChanged 27
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Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2021192.000000 Penalty: 4814.604492
	Iteration 108Q: 3 clusters Score -2021192 nChanged 18
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Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2021195.500000 Penalty: 4814.604492
	Iteration 109Q: 3 clusters Score -2021196 nChanged 19
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Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 1879 members 
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Score: -2021199.000000 Penalty: 4814.604492
	Iteration 110Q: 3 clusters Score -2021199 nChanged 21
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Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2021205.250000 Penalty: 4814.604492
	Iteration 111Q: 3 clusters Score -2021205 nChanged 14
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Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1844 members 
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Score: -2021209.625000 Penalty: 4814.604492
	Iteration 112Q: 3 clusters Score -2021210 nChanged 16
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Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2021214 nChanged 14
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Mstep: Class 1 contains 14610 members 
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	Iteration 114Q: 3 clusters Score -2021223 nChanged 16
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Mstep: Class 1 contains 14626 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2021219 nChanged 19
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Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2021223 nChanged 12
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Mstep: Class 1 contains 14655 members 
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Entering Unmasked Estep 
Score: -2021228.875000 Penalty: 4814.604492
	Iteration 117Q: 3 clusters Score -2021229 nChanged 12
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Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2021232.875000 Penalty: 4814.604492
	Iteration 118Q: 3 clusters Score -2021233 nChanged 17
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Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2021245 nChanged 21
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Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2021247 nChanged 19
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Mstep: Class 1 contains 14720 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2021250 nChanged 21
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Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2021255.875000 Penalty: 4814.604492
	Iteration 122Q: 3 clusters Score -2021256 nChanged 27
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Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2021260 nChanged 26
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Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2021267.250000 Penalty: 4814.604492
	Iteration 124Q: 3 clusters Score -2021267 nChanged 23
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Mstep: Class 1 contains 14801 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2021274 nChanged 15
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Mstep: Class 1 contains 14810 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2021280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2021278.375000 Penalty: 4814.604492
	Iteration 127Q: 3 clusters Score -2021278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2021284.250000 Penalty: 4814.604492
	Iteration 128Q: 3 clusters Score -2021284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2021287.375000 Penalty: 4814.604492
	Iteration 129Q: 3 clusters Score -2021287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2021288.625000 Penalty: 4814.604492
	Iteration 130Q: 3 clusters Score -2021289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2021290.250000 Penalty: 4814.604492
	Iteration 131Q: 3 clusters Score -2021290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2021293.750000 Penalty: 4814.604492
	Iteration 132Q: 3 clusters Score -2021294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2021300.500000 Penalty: 4814.604492
	Iteration 133Q: 3 clusters Score -2021300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2021300.125000 Penalty: 4814.604492
	Iteration 134Q: 3 clusters Score -2021300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2021303.250000 Penalty: 4814.604492
	Iteration 135Q: 3 clusters Score -2021303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2021306.125000 Penalty: 4814.604492
	Iteration 136Q: 3 clusters Score -2021306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2021305.375000 Penalty: 4814.604492
	Iteration 137Q: 3 clusters Score -2021305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2021307.500000 Penalty: 4814.604492
	Iteration 138Q: 3 clusters Score -2021308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2021306.875000 Penalty: 4814.604492
	Iteration 139Q: 3 clusters Score -2021307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2021308.250000 Penalty: 4814.604492
	Iteration 140F: 3 clusters Score -2021308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Entering Unmasked Estep 
Score: -259087.968750 Penalty: 1904.454346
	Iteration 0F: 2 clusters Score -259088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -256378.375000 Penalty: 3808.908691
	Iteration 0F: 3 clusters Score -256378.4 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -256959.906250 Penalty: 3808.908691
	Iteration 1F: 3 clusters Score -256959.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -257126.062500 Penalty: 3808.908691
	Iteration 2F: 3 clusters Score -257126.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -257215.843750 Penalty: 3808.908691
	Iteration 3Q: 3 clusters Score -257215.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -257286.078125 Penalty: 3808.908691
	Iteration 4Q: 3 clusters Score -257286.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -257350.359375 Penalty: 3808.908691
	Iteration 5Q: 3 clusters Score -257350.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -257419.031250 Penalty: 3808.908691
	Iteration 6Q: 3 clusters Score -257419 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -257476.281250 Penalty: 3808.908691
	Iteration 7Q: 3 clusters Score -257476.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -257510.875000 Penalty: 3808.908691
	Iteration 8Q: 3 clusters Score -257510.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -257536.578125 Penalty: 3808.908691
	Iteration 9Q: 3 clusters Score -257536.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -257555.859375 Penalty: 3808.908691
	Iteration 10Q: 3 clusters Score -257555.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -257578.937500 Penalty: 3808.908691
	Iteration 11Q: 3 clusters Score -257578.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -257597.359375 Penalty: 3808.908691
	Iteration 12Q: 3 clusters Score -257597.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -257624.078125 Penalty: 3808.908691
	Iteration 13Q: 3 clusters Score -257624.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -257655.562500 Penalty: 3808.908691
	Iteration 14Q: 3 clusters Score -257655.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -257682.546875 Penalty: 3808.908691
	Iteration 15Q: 3 clusters Score -257682.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -257711.734375 Penalty: 3808.908691
	Iteration 16Q: 3 clusters Score -257711.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -257738.609375 Penalty: 3808.908691
	Iteration 17Q: 3 clusters Score -257738.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -257750.500000 Penalty: 3808.908691
	Iteration 18Q: 3 clusters Score -257750.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -257760.890625 Penalty: 3808.908691
	Iteration 19Q: 3 clusters Score -257760.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -257767.781250 Penalty: 3808.908691
	Iteration 20F: 3 clusters Score -257767.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -257771.906250 Penalty: 3808.908691
	Iteration 21Q: 3 clusters Score -257771.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -257776.562500 Penalty: 3808.908691
	Iteration 22Q: 3 clusters Score -257776.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -257780.359375 Penalty: 3808.908691
	Iteration 23Q: 3 clusters Score -257780.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -257785.000000 Penalty: 3808.908691
	Iteration 24Q: 3 clusters Score -257785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -257791.250000 Penalty: 3808.908691
	Iteration 25Q: 3 clusters Score -257791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -257795.625000 Penalty: 3808.908691
	Iteration 26Q: 3 clusters Score -257795.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -257799.265625 Penalty: 3808.908691
	Iteration 27Q: 3 clusters Score -257799.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -257801.703125 Penalty: 3808.908691
	Iteration 28Q: 3 clusters Score -257801.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -257803.921875 Penalty: 3808.908691
	Iteration 29Q: 3 clusters Score -257803.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -257805.578125 Penalty: 3808.908691
	Iteration 30Q: 3 clusters Score -257805.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -257805.578125 Penalty: 3808.908691
	Iteration 31F: 3 clusters Score -257805.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Entering Unmasked Estep 
Score: -1236592.875000 Penalty: 2271.443604
	Iteration 0F: 2 clusters Score -1236593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1229203.875000 Penalty: 4542.887207
	Iteration 0F: 3 clusters Score -1229204 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1231581.250000 Penalty: 4542.887207
	Iteration 1F: 3 clusters Score -1231581 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1232079.625000 Penalty: 4542.887207
	Iteration 2F: 3 clusters Score -1232080 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1232492.625000 Penalty: 4542.887207
	Iteration 3F: 3 clusters Score -1232493 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1232860.250000 Penalty: 4542.887207
	Iteration 4F: 3 clusters Score -1232860 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1233244.875000 Penalty: 4542.887207
	Iteration 5F: 3 clusters Score -1233245 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1233644.875000 Penalty: 4542.887207
	Iteration 6F: 3 clusters Score -1233645 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1234049.375000 Penalty: 4542.887207
	Iteration 7F: 3 clusters Score -1234049 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1234383.125000 Penalty: 4542.887207
	Iteration 8Q: 3 clusters Score -1234383 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1234676.875000 Penalty: 4542.887207
	Iteration 9Q: 3 clusters Score -1234677 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1234941.750000 Penalty: 4542.887207
	Iteration 10Q: 3 clusters Score -1234942 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1235126.375000 Penalty: 4542.887207
	Iteration 11Q: 3 clusters Score -1235126 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1235260.625000 Penalty: 4542.887207
	Iteration 12Q: 3 clusters Score -1235261 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1235360.125000 Penalty: 4542.887207
	Iteration 13Q: 3 clusters Score -1235360 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1235415.125000 Penalty: 4542.887207
	Iteration 14Q: 3 clusters Score -1235415 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1235454.750000 Penalty: 4542.887207
	Iteration 15Q: 3 clusters Score -1235455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1235483.750000 Penalty: 4542.887207
	Iteration 16Q: 3 clusters Score -1235484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1235506.125000 Penalty: 4542.887207
	Iteration 17Q: 3 clusters Score -1235506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1235522.000000 Penalty: 4542.887207
	Iteration 18Q: 3 clusters Score -1235522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1235533.000000 Penalty: 4542.887207
	Iteration 19Q: 3 clusters Score -1235533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1235541.750000 Penalty: 4542.887207
	Iteration 20F: 3 clusters Score -1235542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1235547.625000 Penalty: 4542.887207
	Iteration 21Q: 3 clusters Score -1235548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1235563.625000 Penalty: 4542.887207
	Iteration 22Q: 3 clusters Score -1235564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1235572.375000 Penalty: 4542.887207
	Iteration 23Q: 3 clusters Score -1235572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1235583.000000 Penalty: 4542.887207
	Iteration 24Q: 3 clusters Score -1235583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1235588.625000 Penalty: 4542.887207
	Iteration 25Q: 3 clusters Score -1235589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1235591.000000 Penalty: 4542.887207
	Iteration 26Q: 3 clusters Score -1235591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1235593.625000 Penalty: 4542.887207
	Iteration 27Q: 3 clusters Score -1235594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1235596.000000 Penalty: 4542.887207
	Iteration 28Q: 3 clusters Score -1235596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1235596.250000 Penalty: 4542.887207
	Iteration 29Q: 3 clusters Score -1235596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1235596.250000 Penalty: 4542.887207
	Iteration 30F: 3 clusters Score -1235596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Entering Unmasked Estep 
Score: -923490.500000 Penalty: 2207.977539
	Iteration 0F: 2 clusters Score -923490.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -917533.000000 Penalty: 4415.955078
	Iteration 0F: 3 clusters Score -917533 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -919120.625000 Penalty: 4415.955078
	Iteration 1F: 3 clusters Score -919120.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -919395.875000 Penalty: 4415.955078
	Iteration 2F: 3 clusters Score -919395.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -919583.062500 Penalty: 4415.955078
	Iteration 3F: 3 clusters Score -919583.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -919750.187500 Penalty: 4415.955078
	Iteration 4Q: 3 clusters Score -919750.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -919938.625000 Penalty: 4415.955078
	Iteration 5Q: 3 clusters Score -919938.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -920123.250000 Penalty: 4415.955078
	Iteration 6Q: 3 clusters Score -920123.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -920329.312500 Penalty: 4415.955078
	Iteration 7Q: 3 clusters Score -920329.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -920540.500000 Penalty: 4415.955078
	Iteration 8Q: 3 clusters Score -920540.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -920736.562500 Penalty: 4415.955078
	Iteration 9Q: 3 clusters Score -920736.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -920909.937500 Penalty: 4415.955078
	Iteration 10Q: 3 clusters Score -920909.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -921058.437500 Penalty: 4415.955078
	Iteration 11Q: 3 clusters Score -921058.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -921184.375000 Penalty: 4415.955078
	Iteration 12Q: 3 clusters Score -921184.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -921285.062500 Penalty: 4415.955078
	Iteration 13Q: 3 clusters Score -921285.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -921364.812500 Penalty: 4415.955078
	Iteration 14Q: 3 clusters Score -921364.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -921430.187500 Penalty: 4415.955078
	Iteration 15Q: 3 clusters Score -921430.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -921488.625000 Penalty: 4415.955078
	Iteration 16Q: 3 clusters Score -921488.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -921541.750000 Penalty: 4415.955078
	Iteration 17Q: 3 clusters Score -921541.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -921576.687500 Penalty: 4415.955078
	Iteration 18Q: 3 clusters Score -921576.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -921604.437500 Penalty: 4415.955078
	Iteration 19Q: 3 clusters Score -921604.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -921626.250000 Penalty: 4415.955078
	Iteration 20F: 3 clusters Score -921626.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -921640.250000 Penalty: 4415.955078
	Iteration 21Q: 3 clusters Score -921640.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -921649.812500 Penalty: 4415.955078
	Iteration 22Q: 3 clusters Score -921649.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -921660.500000 Penalty: 4415.955078
	Iteration 23Q: 3 clusters Score -921660.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -921665.000000 Penalty: 4415.955078
	Iteration 24Q: 3 clusters Score -921665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -921669.437500 Penalty: 4415.955078
	Iteration 25Q: 3 clusters Score -921669.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -921675.187500 Penalty: 4415.955078
	Iteration 26Q: 3 clusters Score -921675.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -921677.937500 Penalty: 4415.955078
	Iteration 27Q: 3 clusters Score -921677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -921677.937500 Penalty: 4415.955078
	Iteration 28Q: 3 clusters Score -921677.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -921677.937500 Penalty: 4415.955078
	Iteration 29F: 3 clusters Score -921677.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -67793.937500 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -67793.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66378.234375 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -66378.23 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67048.476562 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -67048.48 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -67488.656250 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -67488.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -67869.226562 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -67869.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -68185.226562 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -68185.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -68433.406250 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -68433.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -68596.937500 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -68596.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -68711.125000 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -68711.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -68786.351562 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -68786.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -68868.648438 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -68868.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -68871.039062 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -68871.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -68871.039062 Penalty: 3218.645508
	Iteration 11F: 3 clusters Score -68871.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10034 members 
Mstep: Class 3 contains 6113 members 
Mstep: Class 4 contains 16430 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9500 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 17756 members 
Mstep: Class 10 contains 172103 members 
Mstep: Class 11 contains 11670 members 
Mstep: Class 12 contains 176008 members 
Mstep: Class 13 contains 66017 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5976 members 
Mstep: Class 17 contains 131609 members 
Mstep: Class 18 contains 98276 members 
Mstep: Class 19 contains 15893 members 
Mstep: Class 20 contains 89869 members 
Mstep: Class 21 contains 73169 members 
Mstep: Class 22 contains 15089 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 5020 members 
Mstep: Class 25 contains 12808 members 
Mstep: Class 26 contains 24845 members 
Mstep: Class 27 contains 47869 members 
Mstep: Class 28 contains 18787 members 
Mstep: Class 29 contains 6335 members 
Mstep: Class 30 contains 5232 members 
Mstep: Class 31 contains 8790 members 
Mstep: Class 32 contains 77031 members 
Mstep: Class 33 contains 20533 members 
Mstep: Class 34 contains 11465 members 
Mstep: Class 35 contains 8107 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 10132 members 
Mstep: Class 38 contains 10103 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 13355 members 
Mstep: Class 41 contains 171 members 
Entering Unmasked Estep 
Score: -150942288.000000 Penalty: 142442.046875
Splitting cluster 8 changes total score from -150942688.000000 to -150942288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (17756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Entering Unmasked Estep 
Score: -2159147.250000 Penalty: 2426.550781
	Iteration 0F: 2 clusters Score -2159147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2146485.250000 Penalty: 4853.101562
	Iteration 0F: 3 clusters Score -2146485 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2150956.000000 Penalty: 4853.101562
	Iteration 1F: 3 clusters Score -2150956 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2151497.750000 Penalty: 4853.101562
	Iteration 2F: 3 clusters Score -2151498 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2151998.500000 Penalty: 4853.101562
	Iteration 3F: 3 clusters Score -2151998 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2152462.750000 Penalty: 4853.101562
	Iteration 4F: 3 clusters Score -2152463 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2152876.750000 Penalty: 4853.101562
	Iteration 5Q: 3 clusters Score -2152877 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2153240.750000 Penalty: 4853.101562
	Iteration 6Q: 3 clusters Score -2153241 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2153583.250000 Penalty: 4853.101562
	Iteration 7Q: 3 clusters Score -2153583 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2153892.250000 Penalty: 4853.101562
	Iteration 8Q: 3 clusters Score -2153892 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2154191.750000 Penalty: 4853.101562
	Iteration 9Q: 3 clusters Score -2154192 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2154478.000000 Penalty: 4853.101562
	Iteration 10Q: 3 clusters Score -2154478 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2154727.500000 Penalty: 4853.101562
	Iteration 11Q: 3 clusters Score -2154728 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2154948.750000 Penalty: 4853.101562
	Iteration 12Q: 3 clusters Score -2154949 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2155114.750000 Penalty: 4853.101562
	Iteration 13Q: 3 clusters Score -2155115 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2155238.500000 Penalty: 4853.101562
	Iteration 14Q: 3 clusters Score -2155238 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2155348.250000 Penalty: 4853.101562
	Iteration 15Q: 3 clusters Score -2155348 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2155451.500000 Penalty: 4853.101562
	Iteration 16Q: 3 clusters Score -2155452 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2155548.750000 Penalty: 4853.101562
	Iteration 17Q: 3 clusters Score -2155549 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2155652.250000 Penalty: 4853.101562
	Iteration 18Q: 3 clusters Score -2155652 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2155772.000000 Penalty: 4853.101562
	Iteration 19Q: 3 clusters Score -2155772 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2155902.000000 Penalty: 4853.101562
	Iteration 20F: 3 clusters Score -2155902 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2156027.250000 Penalty: 4853.101562
	Iteration 21Q: 3 clusters Score -2156027 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2156145.750000 Penalty: 4853.101562
	Iteration 22Q: 3 clusters Score -2156146 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2156263.750000 Penalty: 4853.101562
	Iteration 23Q: 3 clusters Score -2156264 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2156373.750000 Penalty: 4853.101562
	Iteration 24Q: 3 clusters Score -2156374 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2156506.250000 Penalty: 4853.101562
	Iteration 25Q: 3 clusters Score -2156506 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2156636.500000 Penalty: 4853.101562
	Iteration 26Q: 3 clusters Score -2156636 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2156785.750000 Penalty: 4853.101562
	Iteration 27Q: 3 clusters Score -2156786 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2156944.000000 Penalty: 4853.101562
	Iteration 28Q: 3 clusters Score -2156944 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2157081.750000 Penalty: 4853.101562
	Iteration 29Q: 3 clusters Score -2157082 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2157201.250000 Penalty: 4853.101562
	Iteration 30Q: 3 clusters Score -2157201 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2157293.750000 Penalty: 4853.101562
	Iteration 31Q: 3 clusters Score -2157294 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2157379.750000 Penalty: 4853.101562
	Iteration 32Q: 3 clusters Score -2157380 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2157475.750000 Penalty: 4853.101562
	Iteration 33Q: 3 clusters Score -2157476 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2157551.750000 Penalty: 4853.101562
	Iteration 34Q: 3 clusters Score -2157552 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2157605.750000 Penalty: 4853.101562
	Iteration 35Q: 3 clusters Score -2157606 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2157667.500000 Penalty: 4853.101562
	Iteration 36Q: 3 clusters Score -2157668 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2157711.000000 Penalty: 4853.101562
	Iteration 37Q: 3 clusters Score -2157711 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2157755.000000 Penalty: 4853.101562
	Iteration 38Q: 3 clusters Score -2157755 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2157776.250000 Penalty: 4853.101562
	Iteration 39Q: 3 clusters Score -2157776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2157812.250000 Penalty: 4853.101562
	Iteration 40F: 3 clusters Score -2157812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2157835.750000 Penalty: 4853.101562
	Iteration 41Q: 3 clusters Score -2157836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2157850.250000 Penalty: 4853.101562
	Iteration 42Q: 3 clusters Score -2157850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2157856.500000 Penalty: 4853.101562
	Iteration 43Q: 3 clusters Score -2157856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2157867.250000 Penalty: 4853.101562
	Iteration 44Q: 3 clusters Score -2157867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2157880.500000 Penalty: 4853.101562
	Iteration 45Q: 3 clusters Score -2157880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2157884.750000 Penalty: 4853.101562
	Iteration 46Q: 3 clusters Score -2157885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2157894.250000 Penalty: 4853.101562
	Iteration 47Q: 3 clusters Score -2157894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2157903.250000 Penalty: 4853.101562
	Iteration 48Q: 3 clusters Score -2157903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2157908.250000 Penalty: 4853.101562
	Iteration 49Q: 3 clusters Score -2157908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2157911.500000 Penalty: 4853.101562
	Iteration 50Q: 3 clusters Score -2157912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2157909.750000 Penalty: 4853.101562
	Iteration 51Q: 3 clusters Score -2157910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2157916.750000 Penalty: 4853.101562
	Iteration 52Q: 3 clusters Score -2157917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2157917.500000 Penalty: 4853.101562
	Iteration 53Q: 3 clusters Score -2157918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2157932.000000 Penalty: 4853.101562
	Iteration 54Q: 3 clusters Score -2157932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2157937.500000 Penalty: 4853.101562
	Iteration 55Q: 3 clusters Score -2157938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2157937.500000 Penalty: 4853.101562
	Iteration 56Q: 3 clusters Score -2157938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2157945.000000 Penalty: 4853.101562
	Iteration 57Q: 3 clusters Score -2157945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2157945.750000 Penalty: 4853.101562
	Iteration 58Q: 3 clusters Score -2157946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2157949.000000 Penalty: 4853.101562
	Iteration 59Q: 3 clusters Score -2157949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2157950.000000 Penalty: 4853.101562
	Iteration 60F: 3 clusters Score -2157950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (172103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172103 members 
Entering Unmasked Estep 
Score: -22274752.000000 Penalty: 2989.850342
	Iteration 0F: 2 clusters Score -2.227475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86212 members 
Mstep: Class 2 contains 85891 members 
Entering Unmasked Estep 
Score: -22165376.000000 Penalty: 5979.700684
	Iteration 0F: 3 clusters Score -2.216538e+07 nChanged 82501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89571 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
Score: -22213172.000000 Penalty: 5979.700684
	Iteration 1F: 3 clusters Score -2.221317e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91335 members 
Mstep: Class 2 contains 80768 members 
Entering Unmasked Estep 
Score: -22214078.000000 Penalty: 5979.700684
	Iteration 2Q: 3 clusters Score -2.221408e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 78101 members 
Entering Unmasked Estep 
Score: -22215574.000000 Penalty: 5979.700684
	Iteration 3Q: 3 clusters Score -2.221557e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98036 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -22217300.000000 Penalty: 5979.700684
	Iteration 4Q: 3 clusters Score -2.22173e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104111 members 
Mstep: Class 2 contains 67992 members 
Entering Unmasked Estep 
Score: -22220258.000000 Penalty: 5979.700684
	Iteration 5Q: 3 clusters Score -2.222026e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112957 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
Score: -22225258.000000 Penalty: 5979.700684
	Iteration 6F: 3 clusters Score -2.222526e+07 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124535 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -22233078.000000 Penalty: 5979.700684
	Iteration 7F: 3 clusters Score -2.223308e+07 nChanged 13803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138260 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -22243946.000000 Penalty: 5979.700684
	Iteration 8F: 3 clusters Score -2.224395e+07 nChanged 13187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151431 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -22255748.000000 Penalty: 5979.700684
	Iteration 9F: 3 clusters Score -2.225575e+07 nChanged 9989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161406 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -22265020.000000 Penalty: 5979.700684
	Iteration 10F: 3 clusters Score -2.226502e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167366 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -22269506.000000 Penalty: 5979.700684
	Iteration 11Q: 3 clusters Score -2.226951e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170049 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -22271122.000000 Penalty: 5979.700684
	Iteration 12Q: 3 clusters Score -2.227112e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171035 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -22271808.000000 Penalty: 5979.700684
	Iteration 13Q: 3 clusters Score -2.227181e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171389 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -22272012.000000 Penalty: 5979.700684
	Iteration 14Q: 3 clusters Score -2.227201e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171525 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -22272132.000000 Penalty: 5979.700684
	Iteration 15Q: 3 clusters Score -2.227213e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171577 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -22272184.000000 Penalty: 5979.700684
	Iteration 16Q: 3 clusters Score -2.227218e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171614 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -22272242.000000 Penalty: 5979.700684
	Iteration 17Q: 3 clusters Score -2.227224e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171652 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -22272300.000000 Penalty: 5979.700684
	Iteration 18Q: 3 clusters Score -2.22723e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171674 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -22272340.000000 Penalty: 5979.700684
	Iteration 19Q: 3 clusters Score -2.227234e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171686 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -22272366.000000 Penalty: 5979.700684
	Iteration 20F: 3 clusters Score -2.227237e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171694 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -22272388.000000 Penalty: 5979.700684
	Iteration 21Q: 3 clusters Score -2.227239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171700 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -22272408.000000 Penalty: 5979.700684
	Iteration 22Q: 3 clusters Score -2.227241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171705 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -22272408.000000 Penalty: 5979.700684
	Iteration 23Q: 3 clusters Score -2.227241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171707 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -22272412.000000 Penalty: 5979.700684
	Iteration 24Q: 3 clusters Score -2.227241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171710 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -22272416.000000 Penalty: 5979.700684
	Iteration 25Q: 3 clusters Score -2.227242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171710 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -22272426.000000 Penalty: 5979.700684
	Iteration 26Q: 3 clusters Score -2.227243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171713 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -22272428.000000 Penalty: 5979.700684
	Iteration 27Q: 3 clusters Score -2.227243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171720 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -22272454.000000 Penalty: 5979.700684
	Iteration 28Q: 3 clusters Score -2.227245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171721 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -22272466.000000 Penalty: 5979.700684
	Iteration 29Q: 3 clusters Score -2.227247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171725 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -22272470.000000 Penalty: 5979.700684
	Iteration 30Q: 3 clusters Score -2.227247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171725 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -22272468.000000 Penalty: 5979.700684
	Iteration 31Q: 3 clusters Score -2.227247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171725 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -22272468.000000 Penalty: 5979.700684
	Iteration 32F: 3 clusters Score -2.227247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Entering Unmasked Estep 
Score: -1409175.250000 Penalty: 2322.464600
	Iteration 0F: 2 clusters Score -1409175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1400455.500000 Penalty: 4644.929199
	Iteration 0F: 3 clusters Score -1400456 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1403164.000000 Penalty: 4644.929199
	Iteration 1F: 3 clusters Score -1403164 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1403636.875000 Penalty: 4644.929199
	Iteration 2F: 3 clusters Score -1403637 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1404091.000000 Penalty: 4644.929199
	Iteration 3F: 3 clusters Score -1404091 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1404460.250000 Penalty: 4644.929199
	Iteration 4F: 3 clusters Score -1404460 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1404760.250000 Penalty: 4644.929199
	Iteration 5F: 3 clusters Score -1404760 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1404976.750000 Penalty: 4644.929199
	Iteration 6Q: 3 clusters Score -1404977 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1405174.875000 Penalty: 4644.929199
	Iteration 7Q: 3 clusters Score -1405175 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1405355.125000 Penalty: 4644.929199
	Iteration 8Q: 3 clusters Score -1405355 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1405546.125000 Penalty: 4644.929199
	Iteration 9Q: 3 clusters Score -1405546 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1405735.750000 Penalty: 4644.929199
	Iteration 10Q: 3 clusters Score -1405736 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1405913.375000 Penalty: 4644.929199
	Iteration 11Q: 3 clusters Score -1405913 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1406080.625000 Penalty: 4644.929199
	Iteration 12Q: 3 clusters Score -1406081 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1406266.750000 Penalty: 4644.929199
	Iteration 13Q: 3 clusters Score -1406267 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1406426.750000 Penalty: 4644.929199
	Iteration 14Q: 3 clusters Score -1406427 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1406591.625000 Penalty: 4644.929199
	Iteration 15Q: 3 clusters Score -1406592 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1406723.750000 Penalty: 4644.929199
	Iteration 16Q: 3 clusters Score -1406724 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1406854.750000 Penalty: 4644.929199
	Iteration 17Q: 3 clusters Score -1406855 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1406941.500000 Penalty: 4644.929199
	Iteration 18Q: 3 clusters Score -1406942 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1407027.125000 Penalty: 4644.929199
	Iteration 19Q: 3 clusters Score -1407027 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1407106.750000 Penalty: 4644.929199
	Iteration 20F: 3 clusters Score -1407107 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1407172.250000 Penalty: 4644.929199
	Iteration 21Q: 3 clusters Score -1407172 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1407242.500000 Penalty: 4644.929199
	Iteration 22Q: 3 clusters Score -1407242 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1407325.750000 Penalty: 4644.929199
	Iteration 23Q: 3 clusters Score -1407326 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1407414.875000 Penalty: 4644.929199
	Iteration 24Q: 3 clusters Score -1407415 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1407509.875000 Penalty: 4644.929199
	Iteration 25Q: 3 clusters Score -1407510 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1407595.500000 Penalty: 4644.929199
	Iteration 26Q: 3 clusters Score -1407596 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1407650.500000 Penalty: 4644.929199
	Iteration 27Q: 3 clusters Score -1407650 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1407679.875000 Penalty: 4644.929199
	Iteration 28Q: 3 clusters Score -1407680 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1407705.875000 Penalty: 4644.929199
	Iteration 29Q: 3 clusters Score -1407706 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1407732.250000 Penalty: 4644.929199
	Iteration 30Q: 3 clusters Score -1407732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1407745.625000 Penalty: 4644.929199
	Iteration 31Q: 3 clusters Score -1407746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1407752.875000 Penalty: 4644.929199
	Iteration 32Q: 3 clusters Score -1407753 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1407773.375000 Penalty: 4644.929199
	Iteration 33Q: 3 clusters Score -1407773 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1407787.250000 Penalty: 4644.929199
	Iteration 34Q: 3 clusters Score -1407787 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1407793.750000 Penalty: 4644.929199
	Iteration 35Q: 3 clusters Score -1407794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1407807.250000 Penalty: 4644.929199
	Iteration 36Q: 3 clusters Score -1407807 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1407816.000000 Penalty: 4644.929199
	Iteration 37Q: 3 clusters Score -1407816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1407824.250000 Penalty: 4644.929199
	Iteration 38Q: 3 clusters Score -1407824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1407821.500000 Penalty: 4644.929199
	Iteration 39Q: 3 clusters Score -1407822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1407834.875000 Penalty: 4644.929199
	Iteration 40F: 3 clusters Score -1407835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1407840.250000 Penalty: 4644.929199
	Iteration 41Q: 3 clusters Score -1407840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1407853.000000 Penalty: 4644.929199
	Iteration 42Q: 3 clusters Score -1407853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1407855.000000 Penalty: 4644.929199
	Iteration 43Q: 3 clusters Score -1407855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1407862.750000 Penalty: 4644.929199
	Iteration 44Q: 3 clusters Score -1407863 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1407868.250000 Penalty: 4644.929199
	Iteration 45Q: 3 clusters Score -1407868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1407881.375000 Penalty: 4644.929199
	Iteration 46Q: 3 clusters Score -1407881 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1407890.000000 Penalty: 4644.929199
	Iteration 47Q: 3 clusters Score -1407890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1407909.250000 Penalty: 4644.929199
	Iteration 48Q: 3 clusters Score -1407909 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1407927.875000 Penalty: 4644.929199
	Iteration 49Q: 3 clusters Score -1407928 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1407951.875000 Penalty: 4644.929199
	Iteration 50Q: 3 clusters Score -1407952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1407979.250000 Penalty: 4644.929199
	Iteration 51Q: 3 clusters Score -1407979 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1408015.625000 Penalty: 4644.929199
	Iteration 52Q: 3 clusters Score -1408016 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1408099.750000 Penalty: 4644.929199
	Iteration 53Q: 3 clusters Score -1408100 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1408229.875000 Penalty: 4644.929199
	Iteration 54Q: 3 clusters Score -1408230 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1408409.875000 Penalty: 4644.929199
	Iteration 55Q: 3 clusters Score -1408410 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1408617.875000 Penalty: 4644.929199
	Iteration 56Q: 3 clusters Score -1408618 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1408804.750000 Penalty: 4644.929199
	Iteration 57Q: 3 clusters Score -1408805 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1408930.625000 Penalty: 4644.929199
	Iteration 58Q: 3 clusters Score -1408931 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1408987.500000 Penalty: 4644.929199
	Iteration 59Q: 3 clusters Score -1408988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1409015.125000 Penalty: 4644.929199
	Iteration 60F: 3 clusters Score -1409015 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1409030.875000 Penalty: 4644.929199
	Iteration 61Q: 3 clusters Score -1409031 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1409050.375000 Penalty: 4644.929199
	Iteration 62Q: 3 clusters Score -1409050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1409062.250000 Penalty: 4644.929199
	Iteration 63Q: 3 clusters Score -1409062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1409070.500000 Penalty: 4644.929199
	Iteration 64Q: 3 clusters Score -1409070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1409071.625000 Penalty: 4644.929199
	Iteration 65Q: 3 clusters Score -1409072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1409077.375000 Penalty: 4644.929199
	Iteration 66Q: 3 clusters Score -1409077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1409078.750000 Penalty: 4644.929199
	Iteration 67Q: 3 clusters Score -1409079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1409083.250000 Penalty: 4644.929199
	Iteration 68Q: 3 clusters Score -1409083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1409086.750000 Penalty: 4644.929199
	Iteration 69Q: 3 clusters Score -1409087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1409084.125000 Penalty: 4644.929199
	Iteration 70Q: 3 clusters Score -1409084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1409084.125000 Penalty: 4644.929199
	Iteration 71F: 3 clusters Score -1409084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (176008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176008 members 
Entering Unmasked Estep 
Score: -22568604.000000 Penalty: 2995.414795
	Iteration 0F: 2 clusters Score -2.25686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88115 members 
Mstep: Class 2 contains 87893 members 
Entering Unmasked Estep 
Score: -22451412.000000 Penalty: 5990.829590
	Iteration 0F: 3 clusters Score -2.245141e+07 nChanged 83962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -22499808.000000 Penalty: 5990.829590
	Iteration 1F: 3 clusters Score -2.249981e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87602 members 
Mstep: Class 2 contains 88406 members 
Entering Unmasked Estep 
Score: -22500768.000000 Penalty: 5990.829590
	Iteration 2Q: 3 clusters Score -2.250077e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87449 members 
Mstep: Class 2 contains 88559 members 
Entering Unmasked Estep 
Score: -22502108.000000 Penalty: 5990.829590
	Iteration 3Q: 3 clusters Score -2.250211e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Mstep: Class 2 contains 88802 members 
Entering Unmasked Estep 
Score: -22503548.000000 Penalty: 5990.829590
	Iteration 4Q: 3 clusters Score -2.250355e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86701 members 
Mstep: Class 2 contains 89307 members 
Entering Unmasked Estep 
Score: -22505276.000000 Penalty: 5990.829590
	Iteration 5Q: 3 clusters Score -2.250528e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85959 members 
Mstep: Class 2 contains 90049 members 
Entering Unmasked Estep 
Score: -22507140.000000 Penalty: 5990.829590
	Iteration 6Q: 3 clusters Score -2.250714e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84959 members 
Mstep: Class 2 contains 91049 members 
Entering Unmasked Estep 
Score: -22509880.000000 Penalty: 5990.829590
	Iteration 7Q: 3 clusters Score -2.250988e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83749 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -22512464.000000 Penalty: 5990.829590
	Iteration 8Q: 3 clusters Score -2.251246e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 93641 members 
Entering Unmasked Estep 
Score: -22515166.000000 Penalty: 5990.829590
	Iteration 9Q: 3 clusters Score -2.251517e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80951 members 
Mstep: Class 2 contains 95057 members 
Entering Unmasked Estep 
Score: -22517716.000000 Penalty: 5990.829590
	Iteration 10Q: 3 clusters Score -2.251772e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79484 members 
Mstep: Class 2 contains 96524 members 
Entering Unmasked Estep 
Score: -22520100.000000 Penalty: 5990.829590
	Iteration 11Q: 3 clusters Score -2.25201e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78023 members 
Mstep: Class 2 contains 97985 members 
Entering Unmasked Estep 
Score: -22522122.000000 Penalty: 5990.829590
	Iteration 12Q: 3 clusters Score -2.252212e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76587 members 
Mstep: Class 2 contains 99421 members 
Entering Unmasked Estep 
Score: -22524154.000000 Penalty: 5990.829590
	Iteration 13Q: 3 clusters Score -2.252415e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75235 members 
Mstep: Class 2 contains 100773 members 
Entering Unmasked Estep 
Score: -22526776.000000 Penalty: 5990.829590
	Iteration 14Q: 3 clusters Score -2.252678e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73935 members 
Mstep: Class 2 contains 102073 members 
Entering Unmasked Estep 
Score: -22530244.000000 Penalty: 5990.829590
	Iteration 15Q: 3 clusters Score -2.253024e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72727 members 
Mstep: Class 2 contains 103281 members 
Entering Unmasked Estep 
Score: -22533730.000000 Penalty: 5990.829590
	Iteration 16Q: 3 clusters Score -2.253373e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71504 members 
Mstep: Class 2 contains 104504 members 
Entering Unmasked Estep 
Score: -22536812.000000 Penalty: 5990.829590
	Iteration 17Q: 3 clusters Score -2.253681e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69958 members 
Mstep: Class 2 contains 106050 members 
Entering Unmasked Estep 
Score: -22538470.000000 Penalty: 5990.829590
	Iteration 18Q: 3 clusters Score -2.253847e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68122 members 
Mstep: Class 2 contains 107886 members 
Entering Unmasked Estep 
Score: -22539412.000000 Penalty: 5990.829590
	Iteration 19Q: 3 clusters Score -2.253941e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 109858 members 
Entering Unmasked Estep 
Score: -22540060.000000 Penalty: 5990.829590
	Iteration 20F: 3 clusters Score -2.254006e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 111941 members 
Entering Unmasked Estep 
Score: -22540440.000000 Penalty: 5990.829590
	Iteration 21Q: 3 clusters Score -2.254044e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 114228 members 
Entering Unmasked Estep 
Score: -22541054.000000 Penalty: 5990.829590
	Iteration 22Q: 3 clusters Score -2.254105e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 116685 members 
Entering Unmasked Estep 
Score: -22541796.000000 Penalty: 5990.829590
	Iteration 23Q: 3 clusters Score -2.25418e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 119289 members 
Entering Unmasked Estep 
Score: -22542494.000000 Penalty: 5990.829590
	Iteration 24Q: 3 clusters Score -2.254249e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 121939 members 
Entering Unmasked Estep 
Score: -22543306.000000 Penalty: 5990.829590
	Iteration 25Q: 3 clusters Score -2.254331e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 124660 members 
Entering Unmasked Estep 
Score: -22544104.000000 Penalty: 5990.829590
	Iteration 26Q: 3 clusters Score -2.25441e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 127455 members 
Entering Unmasked Estep 
Score: -22544910.000000 Penalty: 5990.829590
	Iteration 27Q: 3 clusters Score -2.254491e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 130421 members 
Entering Unmasked Estep 
Score: -22545878.000000 Penalty: 5990.829590
	Iteration 28Q: 3 clusters Score -2.254588e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 133471 members 
Entering Unmasked Estep 
Score: -22546952.000000 Penalty: 5990.829590
	Iteration 29Q: 3 clusters Score -2.254695e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 136520 members 
Entering Unmasked Estep 
Score: -22548272.000000 Penalty: 5990.829590
	Iteration 30Q: 3 clusters Score -2.254827e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 139606 members 
Entering Unmasked Estep 
Score: -22549540.000000 Penalty: 5990.829590
	Iteration 31Q: 3 clusters Score -2.254954e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 142726 members 
Entering Unmasked Estep 
Score: -22551072.000000 Penalty: 5990.829590
	Iteration 32Q: 3 clusters Score -2.255107e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 145780 members 
Entering Unmasked Estep 
Score: -22552670.000000 Penalty: 5990.829590
	Iteration 33Q: 3 clusters Score -2.255267e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 148722 members 
Entering Unmasked Estep 
Score: -22554134.000000 Penalty: 5990.829590
	Iteration 34Q: 3 clusters Score -2.255413e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 151658 members 
Entering Unmasked Estep 
Score: -22555628.000000 Penalty: 5990.829590
	Iteration 35Q: 3 clusters Score -2.255563e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 154405 members 
Entering Unmasked Estep 
Score: -22557114.000000 Penalty: 5990.829590
	Iteration 36Q: 3 clusters Score -2.255711e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 156891 members 
Entering Unmasked Estep 
Score: -22558514.000000 Penalty: 5990.829590
	Iteration 37Q: 3 clusters Score -2.255851e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 159115 members 
Entering Unmasked Estep 
Score: -22559926.000000 Penalty: 5990.829590
	Iteration 38Q: 3 clusters Score -2.255993e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 161057 members 
Entering Unmasked Estep 
Score: -22560960.000000 Penalty: 5990.829590
	Iteration 39Q: 3 clusters Score -2.256096e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 162718 members 
Entering Unmasked Estep 
Score: -22561804.000000 Penalty: 5990.829590
	Iteration 40F: 3 clusters Score -2.25618e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 164176 members 
Entering Unmasked Estep 
Score: -22562626.000000 Penalty: 5990.829590
	Iteration 41Q: 3 clusters Score -2.256263e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 165443 members 
Entering Unmasked Estep 
Score: -22563270.000000 Penalty: 5990.829590
	Iteration 42Q: 3 clusters Score -2.256327e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 166493 members 
Entering Unmasked Estep 
Score: -22563736.000000 Penalty: 5990.829590
	Iteration 43Q: 3 clusters Score -2.256374e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 167435 members 
Entering Unmasked Estep 
Score: -22564176.000000 Penalty: 5990.829590
	Iteration 44Q: 3 clusters Score -2.256418e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 168207 members 
Entering Unmasked Estep 
Score: -22564372.000000 Penalty: 5990.829590
	Iteration 45Q: 3 clusters Score -2.256437e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 168861 members 
Entering Unmasked Estep 
Score: -22564578.000000 Penalty: 5990.829590
	Iteration 46Q: 3 clusters Score -2.256458e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 169449 members 
Entering Unmasked Estep 
Score: -22564730.000000 Penalty: 5990.829590
	Iteration 47Q: 3 clusters Score -2.256473e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 169978 members 
Entering Unmasked Estep 
Score: -22564866.000000 Penalty: 5990.829590
	Iteration 48Q: 3 clusters Score -2.256487e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 170468 members 
Entering Unmasked Estep 
Score: -22564964.000000 Penalty: 5990.829590
	Iteration 49Q: 3 clusters Score -2.256496e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 170899 members 
Entering Unmasked Estep 
Score: -22565138.000000 Penalty: 5990.829590
	Iteration 50Q: 3 clusters Score -2.256514e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 171324 members 
Entering Unmasked Estep 
Score: -22565302.000000 Penalty: 5990.829590
	Iteration 51Q: 3 clusters Score -2.25653e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 171682 members 
Entering Unmasked Estep 
Score: -22565418.000000 Penalty: 5990.829590
	Iteration 52Q: 3 clusters Score -2.256542e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 171998 members 
Entering Unmasked Estep 
Score: -22565570.000000 Penalty: 5990.829590
	Iteration 53Q: 3 clusters Score -2.256557e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 172281 members 
Entering Unmasked Estep 
Score: -22565674.000000 Penalty: 5990.829590
	Iteration 54Q: 3 clusters Score -2.256567e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 172516 members 
Entering Unmasked Estep 
Score: -22565738.000000 Penalty: 5990.829590
	Iteration 55Q: 3 clusters Score -2.256574e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 172742 members 
Entering Unmasked Estep 
Score: -22565848.000000 Penalty: 5990.829590
	Iteration 56Q: 3 clusters Score -2.256585e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 172911 members 
Entering Unmasked Estep 
Score: -22565902.000000 Penalty: 5990.829590
	Iteration 57Q: 3 clusters Score -2.25659e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 173043 members 
Entering Unmasked Estep 
Score: -22565900.000000 Penalty: 5990.829590
	Iteration 58Q: 3 clusters Score -2.25659e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 173172 members 
Entering Unmasked Estep 
Score: -22565956.000000 Penalty: 5990.829590
	Iteration 59Q: 3 clusters Score -2.256596e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 173285 members 
Entering Unmasked Estep 
Score: -22565976.000000 Penalty: 5990.829590
	Iteration 60F: 3 clusters Score -2.256598e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 173393 members 
Entering Unmasked Estep 
Score: -22565982.000000 Penalty: 5990.829590
	Iteration 61Q: 3 clusters Score -2.256598e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 173487 members 
Entering Unmasked Estep 
Score: -22565992.000000 Penalty: 5990.829590
	Iteration 62Q: 3 clusters Score -2.256599e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 173565 members 
Entering Unmasked Estep 
Score: -22566008.000000 Penalty: 5990.829590
	Iteration 63Q: 3 clusters Score -2.256601e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 173637 members 
Entering Unmasked Estep 
Score: -22566036.000000 Penalty: 5990.829590
	Iteration 64Q: 3 clusters Score -2.256604e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 173705 members 
Entering Unmasked Estep 
Score: -22566050.000000 Penalty: 5990.829590
	Iteration 65Q: 3 clusters Score -2.256605e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 173756 members 
Entering Unmasked Estep 
Score: -22566070.000000 Penalty: 5990.829590
	Iteration 66Q: 3 clusters Score -2.256607e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 173794 members 
Entering Unmasked Estep 
Score: -22566092.000000 Penalty: 5990.829590
	Iteration 67Q: 3 clusters Score -2.256609e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 173831 members 
Entering Unmasked Estep 
Score: -22566144.000000 Penalty: 5990.829590
	Iteration 68Q: 3 clusters Score -2.256614e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 173878 members 
Entering Unmasked Estep 
Score: -22566138.000000 Penalty: 5990.829590
	Iteration 69Q: 3 clusters Score -2.256614e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 173922 members 
Entering Unmasked Estep 
Score: -22566138.000000 Penalty: 5990.829590
	Iteration 70Q: 3 clusters Score -2.256614e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 173973 members 
Entering Unmasked Estep 
Score: -22566164.000000 Penalty: 5990.829590
	Iteration 71Q: 3 clusters Score -2.256616e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 174022 members 
Entering Unmasked Estep 
Score: -22566198.000000 Penalty: 5990.829590
	Iteration 72Q: 3 clusters Score -2.25662e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 174079 members 
Entering Unmasked Estep 
Score: -22566198.000000 Penalty: 5990.829590
	Iteration 73Q: 3 clusters Score -2.25662e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 174129 members 
Entering Unmasked Estep 
Score: -22566218.000000 Penalty: 5990.829590
	Iteration 74Q: 3 clusters Score -2.256622e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 174179 members 
Entering Unmasked Estep 
Score: -22566200.000000 Penalty: 5990.829590
	Iteration 75Q: 3 clusters Score -2.25662e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 174215 members 
Entering Unmasked Estep 
Score: -22566230.000000 Penalty: 5990.829590
	Iteration 76Q: 3 clusters Score -2.256623e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 174241 members 
Entering Unmasked Estep 
Score: -22566242.000000 Penalty: 5990.829590
	Iteration 77Q: 3 clusters Score -2.256624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 174258 members 
Entering Unmasked Estep 
Score: -22566240.000000 Penalty: 5990.829590
	Iteration 78Q: 3 clusters Score -2.256624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 174278 members 
Entering Unmasked Estep 
Score: -22566268.000000 Penalty: 5990.829590
	Iteration 79Q: 3 clusters Score -2.256627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 174292 members 
Entering Unmasked Estep 
Score: -22566252.000000 Penalty: 5990.829590
	Iteration 80F: 3 clusters Score -2.256625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 174299 members 
Entering Unmasked Estep 
Score: -22566252.000000 Penalty: 5990.829590
	Iteration 81Q: 3 clusters Score -2.256625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 174308 members 
Entering Unmasked Estep 
Score: -22566256.000000 Penalty: 5990.829590
	Iteration 82Q: 3 clusters Score -2.256626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 174312 members 
Entering Unmasked Estep 
Score: -22566252.000000 Penalty: 5990.829590
	Iteration 83Q: 3 clusters Score -2.256625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 174316 members 
Entering Unmasked Estep 
Score: -22566250.000000 Penalty: 5990.829590
	Iteration 84Q: 3 clusters Score -2.256625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 174319 members 
Entering Unmasked Estep 
Score: -22566258.000000 Penalty: 5990.829590
	Iteration 85Q: 3 clusters Score -2.256626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 174320 members 
Entering Unmasked Estep 
Score: -22566244.000000 Penalty: 5990.829590
	Iteration 86Q: 3 clusters Score -2.256624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 174321 members 
Entering Unmasked Estep 
Score: -22566254.000000 Penalty: 5990.829590
	Iteration 87Q: 3 clusters Score -2.256625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 174321 members 
Entering Unmasked Estep 
Score: -22566254.000000 Penalty: 5990.829590
	Iteration 88F: 3 clusters Score -2.256625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66017 members 
Entering Unmasked Estep 
Score: -8429988.000000 Penalty: 2752.221680
	Iteration 0F: 2 clusters Score -8429988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -8385614.000000 Penalty: 5504.443359
	Iteration 0F: 3 clusters Score -8385614 nChanged 30710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -8403329.000000 Penalty: 5504.443359
	Iteration 1F: 3 clusters Score -8403329 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -8404585.000000 Penalty: 5504.443359
	Iteration 2Q: 3 clusters Score -8404585 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -8406311.000000 Penalty: 5504.443359
	Iteration 3F: 3 clusters Score -8406311 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -8408411.000000 Penalty: 5504.443359
	Iteration 4F: 3 clusters Score -8408411 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -8410649.000000 Penalty: 5504.443359
	Iteration 5F: 3 clusters Score -8410649 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -8412686.000000 Penalty: 5504.443359
	Iteration 6F: 3 clusters Score -8412686 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -8414255.000000 Penalty: 5504.443359
	Iteration 7F: 3 clusters Score -8414255 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -8415310.000000 Penalty: 5504.443359
	Iteration 8Q: 3 clusters Score -8415310 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -8416244.000000 Penalty: 5504.443359
	Iteration 9Q: 3 clusters Score -8416244 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -8416915.000000 Penalty: 5504.443359
	Iteration 10Q: 3 clusters Score -8416915 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -8417747.000000 Penalty: 5504.443359
	Iteration 11Q: 3 clusters Score -8417747 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -8418632.000000 Penalty: 5504.443359
	Iteration 12Q: 3 clusters Score -8418632 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -8419652.000000 Penalty: 5504.443359
	Iteration 13Q: 3 clusters Score -8419652 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -8420788.000000 Penalty: 5504.443359
	Iteration 14Q: 3 clusters Score -8420788 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -8421909.000000 Penalty: 5504.443359
	Iteration 15Q: 3 clusters Score -8421909 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -8422842.000000 Penalty: 5504.443359
	Iteration 16Q: 3 clusters Score -8422842 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -8423481.000000 Penalty: 5504.443359
	Iteration 17Q: 3 clusters Score -8423481 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -8423843.000000 Penalty: 5504.443359
	Iteration 18Q: 3 clusters Score -8423843 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -8424249.000000 Penalty: 5504.443359
	Iteration 19Q: 3 clusters Score -8424249 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -8424562.000000 Penalty: 5504.443359
	Iteration 20F: 3 clusters Score -8424562 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -8424812.000000 Penalty: 5504.443359
	Iteration 21Q: 3 clusters Score -8424812 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 49688 members 
Entering Unmasked Estep 
Score: -8425105.000000 Penalty: 5504.443359
	Iteration 22Q: 3 clusters Score -8425105 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -8425377.000000 Penalty: 5504.443359
	Iteration 23Q: 3 clusters Score -8425377 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -8425586.000000 Penalty: 5504.443359
	Iteration 24Q: 3 clusters Score -8425586 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -8425883.000000 Penalty: 5504.443359
	Iteration 25Q: 3 clusters Score -8425883 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -8426166.000000 Penalty: 5504.443359
	Iteration 26Q: 3 clusters Score -8426166 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -8426383.000000 Penalty: 5504.443359
	Iteration 27Q: 3 clusters Score -8426383 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -8426572.000000 Penalty: 5504.443359
	Iteration 28Q: 3 clusters Score -8426572 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -8426795.000000 Penalty: 5504.443359
	Iteration 29Q: 3 clusters Score -8426795 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -8426993.000000 Penalty: 5504.443359
	Iteration 30Q: 3 clusters Score -8426993 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -8427107.000000 Penalty: 5504.443359
	Iteration 31Q: 3 clusters Score -8427107 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 56571 members 
Entering Unmasked Estep 
Score: -8427250.000000 Penalty: 5504.443359
	Iteration 32Q: 3 clusters Score -8427250 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -8427356.000000 Penalty: 5504.443359
	Iteration 33Q: 3 clusters Score -8427356 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 57350 members 
Entering Unmasked Estep 
Score: -8427398.000000 Penalty: 5504.443359
	Iteration 34Q: 3 clusters Score -8427398 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -8427441.000000 Penalty: 5504.443359
	Iteration 35Q: 3 clusters Score -8427441 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -8427515.000000 Penalty: 5504.443359
	Iteration 36Q: 3 clusters Score -8427515 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -8427559.000000 Penalty: 5504.443359
	Iteration 37Q: 3 clusters Score -8427559 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -8427604.000000 Penalty: 5504.443359
	Iteration 38Q: 3 clusters Score -8427604 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -8427663.000000 Penalty: 5504.443359
	Iteration 39Q: 3 clusters Score -8427663 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 58807 members 
Entering Unmasked Estep 
Score: -8427710.000000 Penalty: 5504.443359
	Iteration 40F: 3 clusters Score -8427710 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -8427760.000000 Penalty: 5504.443359
	Iteration 41Q: 3 clusters Score -8427760 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 59150 members 
Entering Unmasked Estep 
Score: -8427766.000000 Penalty: 5504.443359
	Iteration 42Q: 3 clusters Score -8427766 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -8427790.000000 Penalty: 5504.443359
	Iteration 43Q: 3 clusters Score -8427790 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 59386 members 
Entering Unmasked Estep 
Score: -8427796.000000 Penalty: 5504.443359
	Iteration 44Q: 3 clusters Score -8427796 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -8427811.000000 Penalty: 5504.443359
	Iteration 45Q: 3 clusters Score -8427811 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 59585 members 
Entering Unmasked Estep 
Score: -8427820.000000 Penalty: 5504.443359
	Iteration 46Q: 3 clusters Score -8427820 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -8427826.000000 Penalty: 5504.443359
	Iteration 47Q: 3 clusters Score -8427826 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -8427849.000000 Penalty: 5504.443359
	Iteration 48Q: 3 clusters Score -8427849 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -8427861.000000 Penalty: 5504.443359
	Iteration 49Q: 3 clusters Score -8427861 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -8427902.000000 Penalty: 5504.443359
	Iteration 50Q: 3 clusters Score -8427902 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 60049 members 
Entering Unmasked Estep 
Score: -8427908.000000 Penalty: 5504.443359
	Iteration 51Q: 3 clusters Score -8427908 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 60132 members 
Entering Unmasked Estep 
Score: -8427912.000000 Penalty: 5504.443359
	Iteration 52Q: 3 clusters Score -8427912 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 60216 members 
Entering Unmasked Estep 
Score: -8427932.000000 Penalty: 5504.443359
	Iteration 53Q: 3 clusters Score -8427932 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 60303 members 
Entering Unmasked Estep 
Score: -8427952.000000 Penalty: 5504.443359
	Iteration 54Q: 3 clusters Score -8427952 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -8427961.000000 Penalty: 5504.443359
	Iteration 55Q: 3 clusters Score -8427961 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -8427973.000000 Penalty: 5504.443359
	Iteration 56Q: 3 clusters Score -8427973 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -8427968.000000 Penalty: 5504.443359
	Iteration 57Q: 3 clusters Score -8427968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 60560 members 
Entering Unmasked Estep 
Score: -8427985.000000 Penalty: 5504.443359
	Iteration 58Q: 3 clusters Score -8427985 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -8428001.000000 Penalty: 5504.443359
	Iteration 59Q: 3 clusters Score -8428001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -8428011.000000 Penalty: 5504.443359
	Iteration 60F: 3 clusters Score -8428011 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -8428018.000000 Penalty: 5504.443359
	Iteration 61Q: 3 clusters Score -8428018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -8428010.000000 Penalty: 5504.443359
	Iteration 62Q: 3 clusters Score -8428010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -8428014.000000 Penalty: 5504.443359
	Iteration 63Q: 3 clusters Score -8428014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -8428020.000000 Penalty: 5504.443359
	Iteration 64Q: 3 clusters Score -8428020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -8428023.000000 Penalty: 5504.443359
	Iteration 65Q: 3 clusters Score -8428023 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8428011 nChanged 35
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Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8428010 nChanged 43
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Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8428004 nChanged 38
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Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 60968 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8428012 nChanged 34
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Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 61000 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8428003 nChanged 24
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Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 61024 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8428004 nChanged 23
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Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 61047 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8428012 nChanged 35
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Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8428005 nChanged 39
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Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8428005 nChanged 31
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Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8428009 nChanged 23
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Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 61169 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8428013 nChanged 23
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Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 61190 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8428013 nChanged 25
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Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8428020 nChanged 20
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Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 61227 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8428034 nChanged 16
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Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 61243 members 
Entering Unmasked Estep 
Score: -8428035.000000 Penalty: 5504.443359
	Iteration 80F: 3 clusters Score -8428035 nChanged 15
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Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8428045 nChanged 16
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Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 61274 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8428029 nChanged 15
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Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 61289 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8428020 nChanged 13
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Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 61302 members 
Entering Unmasked Estep 
Score: -8428028.000000 Penalty: 5504.443359
	Iteration 84Q: 3 clusters Score -8428028 nChanged 15
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Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8428030 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8428025 nChanged 16
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Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 61347 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8428022 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8428020 nChanged 16
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Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8428024 nChanged 15
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Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8428026 nChanged 7
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Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 61401 members 
Entering Unmasked Estep 
Score: -8428015.000000 Penalty: 5504.443359
	Iteration 91Q: 3 clusters Score -8428015 nChanged 4
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Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8428010 nChanged 4
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Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8428013 nChanged 10
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Mstep: Class 1 contains 4600 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8428014 nChanged 12
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Mstep: Class 1 contains 4588 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8428019 nChanged 8
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Mstep: Class 1 contains 4580 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8428025 nChanged 10
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Mstep: Class 1 contains 4570 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8428018 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8428031 nChanged 16
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Mstep: Class 1 contains 4545 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8428036 nChanged 17
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Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8428035 nChanged 11
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Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8428038 nChanged 11
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Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 61511 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8428037 nChanged 9
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Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8428039 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8428035 nChanged 5
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Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 61527 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8428031 nChanged 4
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Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8428031 nChanged 4
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Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 61535 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8428031 nChanged 8
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Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8428035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -8428049.000000 Penalty: 5504.443359
	Iteration 109Q: 3 clusters Score -8428049 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 61559 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8428046 nChanged 9
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Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 61568 members 
Entering Unmasked Estep 
Score: -8428053.000000 Penalty: 5504.443359
	Iteration 111Q: 3 clusters Score -8428053 nChanged 7
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Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8428047 nChanged 3
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Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 61576 members 
Entering Unmasked Estep 
Score: -8428048.000000 Penalty: 5504.443359
	Iteration 113Q: 3 clusters Score -8428048 nChanged 5
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Mstep: Class 1 contains 4436 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8428052 nChanged 4
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Mstep: Class 1 contains 4432 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8428047 nChanged 4
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Entering Unmasked Estep 
Score: -8428063.000000 Penalty: 5504.443359
	Iteration 116Q: 3 clusters Score -8428063 nChanged 7
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Entering Unmasked Estep 
Score: -8428056.000000 Penalty: 5504.443359
	Iteration 117Q: 3 clusters Score -8428056 nChanged 6
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8428046 nChanged 14
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Entering Unmasked Estep 
Score: -8428057.000000 Penalty: 5504.443359
	Iteration 119Q: 3 clusters Score -8428057 nChanged 13
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Entering Unmasked Estep 
Score: -8428065.000000 Penalty: 5504.443359
	Iteration 120F: 3 clusters Score -8428065 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4372 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8428067 nChanged 15
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Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 61660 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8428066 nChanged 19
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Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 61679 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8428069 nChanged 22
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8428065 nChanged 17
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Mstep: Class 1 contains 4299 members 
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Entering Unmasked Estep 
Score: -8428079.000000 Penalty: 5504.443359
	Iteration 125Q: 3 clusters Score -8428079 nChanged 22
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Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 61740 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8428076 nChanged 20
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Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8428065 nChanged 20
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Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 61778 members 
Entering Unmasked Estep 
Score: -8428064.000000 Penalty: 5504.443359
	Iteration 128Q: 3 clusters Score -8428064 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 61795 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8428069 nChanged 21
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8428069 nChanged 19
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Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8428076 nChanged 19
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Mstep: Class 2 contains 61854 members 
Entering Unmasked Estep 
Score: -8428081.000000 Penalty: 5504.443359
	Iteration 132Q: 3 clusters Score -8428081 nChanged 20
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Entering Unmasked Estep 
Score: -8428090.000000 Penalty: 5504.443359
	Iteration 133Q: 3 clusters Score -8428090 nChanged 18
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Entering Unmasked Estep 
Score: -8428083.000000 Penalty: 5504.443359
	Iteration 134Q: 3 clusters Score -8428083 nChanged 20
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8428084 nChanged 18
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Mstep: Class 1 contains 4087 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8428094 nChanged 16
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Mstep: Class 1 contains 4071 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8428100 nChanged 20
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	Iteration 138Q: 3 clusters Score -8428097 nChanged 14
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	Iteration 139Q: 3 clusters Score -8428092 nChanged 10
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Score: -8428102.000000 Penalty: 5504.443359
	Iteration 140F: 3 clusters Score -8428102 nChanged 8
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	Iteration 141Q: 3 clusters Score -8428102 nChanged 10
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	Iteration 142Q: 3 clusters Score -8428104 nChanged 8
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Score: -8428111.000000 Penalty: 5504.443359
	Iteration 143Q: 3 clusters Score -8428111 nChanged 12
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	Iteration 144Q: 3 clusters Score -8428105 nChanged 12
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	Iteration 145Q: 3 clusters Score -8428108 nChanged 10
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	Iteration 146Q: 3 clusters Score -8428102 nChanged 15
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	Iteration 147Q: 3 clusters Score -8428107 nChanged 15
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	Iteration 148Q: 3 clusters Score -8428115 nChanged 11
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	Iteration 149Q: 3 clusters Score -8428112 nChanged 11
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	Iteration 150Q: 3 clusters Score -8428109 nChanged 9
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	Iteration 151Q: 3 clusters Score -8428113 nChanged 9
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	Iteration 152Q: 3 clusters Score -8428114 nChanged 12
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	Iteration 153Q: 3 clusters Score -8428126 nChanged 11
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	Iteration 154Q: 3 clusters Score -8428122 nChanged 11
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	Iteration 155Q: 3 clusters Score -8428127 nChanged 8
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	Iteration 156Q: 3 clusters Score -8428126 nChanged 10
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	Iteration 157Q: 3 clusters Score -8428129 nChanged 8
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	Iteration 158Q: 3 clusters Score -8428134 nChanged 5
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Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -8428136.000000 Penalty: 5504.443359
	Iteration 159Q: 3 clusters Score -8428136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 62182 members 
Entering Unmasked Estep 
Score: -8428142.000000 Penalty: 5504.443359
	Iteration 160F: 3 clusters Score -8428142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 62192 members 
Entering Unmasked Estep 
Score: -8428148.000000 Penalty: 5504.443359
	Iteration 161Q: 3 clusters Score -8428148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -8428147.000000 Penalty: 5504.443359
	Iteration 162Q: 3 clusters Score -8428147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -8428145.000000 Penalty: 5504.443359
	Iteration 163Q: 3 clusters Score -8428145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -8428150.000000 Penalty: 5504.443359
	Iteration 164Q: 3 clusters Score -8428150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -8428143.000000 Penalty: 5504.443359
	Iteration 165Q: 3 clusters Score -8428143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 62231 members 
Entering Unmasked Estep 
Score: -8428136.000000 Penalty: 5504.443359
	Iteration 166Q: 3 clusters Score -8428136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -8428134.000000 Penalty: 5504.443359
	Iteration 167Q: 3 clusters Score -8428134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -8428143.000000 Penalty: 5504.443359
	Iteration 168Q: 3 clusters Score -8428143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -8428138.000000 Penalty: 5504.443359
	Iteration 169Q: 3 clusters Score -8428138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -8428144.000000 Penalty: 5504.443359
	Iteration 170Q: 3 clusters Score -8428144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -8428144.000000 Penalty: 5504.443359
	Iteration 171Q: 3 clusters Score -8428144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -8428146.000000 Penalty: 5504.443359
	Iteration 172Q: 3 clusters Score -8428146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -8428146.000000 Penalty: 5504.443359
	Iteration 173F: 3 clusters Score -8428146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Entering Unmasked Estep 
Score: -146920.656250 Penalty: 1766.470947
	Iteration 0F: 2 clusters Score -146920.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -144877.140625 Penalty: 3532.941895
	Iteration 0F: 3 clusters Score -144877.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -145578.609375 Penalty: 3532.941895
	Iteration 1F: 3 clusters Score -145578.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -146313.484375 Penalty: 3532.941895
	Iteration 2F: 3 clusters Score -146313.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -147022.296875 Penalty: 3532.941895
	Iteration 3F: 3 clusters Score -147022.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -147557.765625 Penalty: 3532.941895
	Iteration 4F: 3 clusters Score -147557.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -147766.453125 Penalty: 3532.941895
	Iteration 5Q: 3 clusters Score -147766.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -147851.515625 Penalty: 3532.941895
	Iteration 6Q: 3 clusters Score -147851.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -147860.906250 Penalty: 3532.941895
	Iteration 7Q: 3 clusters Score -147860.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -147865.406250 Penalty: 3532.941895
	Iteration 8Q: 3 clusters Score -147865.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -147870.265625 Penalty: 3532.941895
	Iteration 9Q: 3 clusters Score -147870.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -147872.640625 Penalty: 3532.941895
	Iteration 10Q: 3 clusters Score -147872.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -147872.640625 Penalty: 3532.941895
	Iteration 11F: 3 clusters Score -147872.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10034 members 
Mstep: Class 3 contains 6113 members 
Mstep: Class 4 contains 16430 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9500 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17756 members 
Mstep: Class 10 contains 172103 members 
Mstep: Class 11 contains 11670 members 
Mstep: Class 12 contains 176008 members 
Mstep: Class 13 contains 66017 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5976 members 
Mstep: Class 17 contains 131609 members 
Mstep: Class 18 contains 98276 members 
Mstep: Class 19 contains 15893 members 
Mstep: Class 20 contains 89869 members 
Mstep: Class 21 contains 73169 members 
Mstep: Class 22 contains 15089 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 5020 members 
Mstep: Class 25 contains 12808 members 
Mstep: Class 26 contains 24845 members 
Mstep: Class 27 contains 47869 members 
Mstep: Class 28 contains 18787 members 
Mstep: Class 29 contains 6335 members 
Mstep: Class 30 contains 5232 members 
Mstep: Class 31 contains 8790 members 
Mstep: Class 32 contains 77031 members 
Mstep: Class 33 contains 20533 members 
Mstep: Class 34 contains 11465 members 
Mstep: Class 35 contains 8107 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 10132 members 
Mstep: Class 38 contains 10103 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 13355 members 
Mstep: Class 41 contains 651 members 
Entering Unmasked Estep 
Score: -150942096.000000 Penalty: 142442.046875
Splitting cluster 14 changes total score from -150942688.000000 to -150942096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -365588.375000 Penalty: 1967.848145
	Iteration 0F: 2 clusters Score -365588.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -362428.468750 Penalty: 3935.696289
	Iteration 0F: 3 clusters Score -362428.5 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -363056.531250 Penalty: 3935.696289
	Iteration 1F: 3 clusters Score -363056.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -363209.468750 Penalty: 3935.696289
	Iteration 2F: 3 clusters Score -363209.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -363287.968750 Penalty: 3935.696289
	Iteration 3Q: 3 clusters Score -363288 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -363344.906250 Penalty: 3935.696289
	Iteration 4Q: 3 clusters Score -363344.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -363381.593750 Penalty: 3935.696289
	Iteration 5Q: 3 clusters Score -363381.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -363403.000000 Penalty: 3935.696289
	Iteration 6Q: 3 clusters Score -363403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -363415.031250 Penalty: 3935.696289
	Iteration 7Q: 3 clusters Score -363415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -363425.593750 Penalty: 3935.696289
	Iteration 8Q: 3 clusters Score -363425.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -363438.937500 Penalty: 3935.696289
	Iteration 9Q: 3 clusters Score -363438.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -363448.093750 Penalty: 3935.696289
	Iteration 10Q: 3 clusters Score -363448.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -363451.843750 Penalty: 3935.696289
	Iteration 11Q: 3 clusters Score -363451.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -363452.937500 Penalty: 3935.696289
	Iteration 12Q: 3 clusters Score -363452.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -363454.750000 Penalty: 3935.696289
	Iteration 13Q: 3 clusters Score -363454.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -363455.062500 Penalty: 3935.696289
	Iteration 14Q: 3 clusters Score -363455.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -363456.125000 Penalty: 3935.696289
	Iteration 15Q: 3 clusters Score -363456.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -363456.718750 Penalty: 3935.696289
	Iteration 16Q: 3 clusters Score -363456.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -363457.593750 Penalty: 3935.696289
	Iteration 17Q: 3 clusters Score -363457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -363458.031250 Penalty: 3935.696289
	Iteration 18Q: 3 clusters Score -363458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -363458.031250 Penalty: 3935.696289
	Iteration 19F: 3 clusters Score -363458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Entering Unmasked Estep 
Score: -667335.000000 Penalty: 2156.485840
	Iteration 0F: 2 clusters Score -667335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -662205.937500 Penalty: 4312.971680
	Iteration 0F: 3 clusters Score -662205.9 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -663579.937500 Penalty: 4312.971680
	Iteration 1F: 3 clusters Score -663579.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -663867.937500 Penalty: 4312.971680
	Iteration 2F: 3 clusters Score -663867.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -664111.000000 Penalty: 4312.971680
	Iteration 3F: 3 clusters Score -664111 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -664329.312500 Penalty: 4312.971680
	Iteration 4F: 3 clusters Score -664329.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -664526.500000 Penalty: 4312.971680
	Iteration 5F: 3 clusters Score -664526.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -664687.687500 Penalty: 4312.971680
	Iteration 6Q: 3 clusters Score -664687.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -664813.687500 Penalty: 4312.971680
	Iteration 7Q: 3 clusters Score -664813.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -664926.437500 Penalty: 4312.971680
	Iteration 8Q: 3 clusters Score -664926.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -665023.812500 Penalty: 4312.971680
	Iteration 9Q: 3 clusters Score -665023.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -665100.812500 Penalty: 4312.971680
	Iteration 10Q: 3 clusters Score -665100.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -665162.875000 Penalty: 4312.971680
	Iteration 11Q: 3 clusters Score -665162.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -665204.250000 Penalty: 4312.971680
	Iteration 12Q: 3 clusters Score -665204.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -665249.437500 Penalty: 4312.971680
	Iteration 13Q: 3 clusters Score -665249.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -665279.750000 Penalty: 4312.971680
	Iteration 14Q: 3 clusters Score -665279.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -665317.000000 Penalty: 4312.971680
	Iteration 15Q: 3 clusters Score -665317 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -665333.000000 Penalty: 4312.971680
	Iteration 16Q: 3 clusters Score -665333 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -665345.625000 Penalty: 4312.971680
	Iteration 17Q: 3 clusters Score -665345.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -665355.437500 Penalty: 4312.971680
	Iteration 18Q: 3 clusters Score -665355.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -665361.500000 Penalty: 4312.971680
	Iteration 19Q: 3 clusters Score -665361.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -665366.812500 Penalty: 4312.971680
	Iteration 20F: 3 clusters Score -665366.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -665375.312500 Penalty: 4312.971680
	Iteration 21Q: 3 clusters Score -665375.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -665377.062500 Penalty: 4312.971680
	Iteration 22Q: 3 clusters Score -665377.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -665378.562500 Penalty: 4312.971680
	Iteration 23Q: 3 clusters Score -665378.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -665380.687500 Penalty: 4312.971680
	Iteration 24Q: 3 clusters Score -665380.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -665385.250000 Penalty: 4312.971680
	Iteration 25Q: 3 clusters Score -665385.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -665385.250000 Penalty: 4312.971680
	Iteration 26Q: 3 clusters Score -665385.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -665386.750000 Penalty: 4312.971680
	Iteration 27Q: 3 clusters Score -665386.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -665387.250000 Penalty: 4312.971680
	Iteration 28Q: 3 clusters Score -665387.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -665388.250000 Penalty: 4312.971680
	Iteration 29Q: 3 clusters Score -665388.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -665388.250000 Penalty: 4312.971680
	Iteration 30F: 3 clusters Score -665388.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (131609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131609 members 
Entering Unmasked Estep 
Score: -16925584.000000 Penalty: 2923.322510
	Iteration 0F: 2 clusters Score -1.692558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -16838038.000000 Penalty: 5846.645020
	Iteration 0F: 3 clusters Score -1.683804e+07 nChanged 62655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
Score: -16873882.000000 Penalty: 5846.645020
	Iteration 1F: 3 clusters Score -1.687388e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 61779 members 
Entering Unmasked Estep 
Score: -16875044.000000 Penalty: 5846.645020
	Iteration 2Q: 3 clusters Score -1.687504e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72732 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -16876890.000000 Penalty: 5846.645020
	Iteration 3Q: 3 clusters Score -1.687689e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77461 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -16880210.000000 Penalty: 5846.645020
	Iteration 4F: 3 clusters Score -1.688021e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84200 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -16885640.000000 Penalty: 5846.645020
	Iteration 5F: 3 clusters Score -1.688564e+07 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92599 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -16893260.000000 Penalty: 5846.645020
	Iteration 6F: 3 clusters Score -1.689326e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -16900982.000000 Penalty: 5846.645020
	Iteration 7F: 3 clusters Score -1.690098e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108682 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -16907486.000000 Penalty: 5846.645020
	Iteration 8F: 3 clusters Score -1.690749e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114821 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -16912674.000000 Penalty: 5846.645020
	Iteration 9Q: 3 clusters Score -1.691267e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119225 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -16916752.000000 Penalty: 5846.645020
	Iteration 10Q: 3 clusters Score -1.691675e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122097 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -16919628.000000 Penalty: 5846.645020
	Iteration 11Q: 3 clusters Score -1.691963e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123714 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -16921264.000000 Penalty: 5846.645020
	Iteration 12Q: 3 clusters Score -1.692126e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124625 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -16922114.000000 Penalty: 5846.645020
	Iteration 13Q: 3 clusters Score -1.692211e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125196 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -16922578.000000 Penalty: 5846.645020
	Iteration 14Q: 3 clusters Score -1.692258e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125645 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -16922878.000000 Penalty: 5846.645020
	Iteration 15Q: 3 clusters Score -1.692288e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126006 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -16923026.000000 Penalty: 5846.645020
	Iteration 16Q: 3 clusters Score -1.692303e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126288 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -16923054.000000 Penalty: 5846.645020
	Iteration 17Q: 3 clusters Score -1.692305e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126527 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -16923128.000000 Penalty: 5846.645020
	Iteration 18Q: 3 clusters Score -1.692313e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126705 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -16923216.000000 Penalty: 5846.645020
	Iteration 19Q: 3 clusters Score -1.692322e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126868 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -16923288.000000 Penalty: 5846.645020
	Iteration 20F: 3 clusters Score -1.692329e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127020 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -16923358.000000 Penalty: 5846.645020
	Iteration 21Q: 3 clusters Score -1.692336e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127167 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -16923374.000000 Penalty: 5846.645020
	Iteration 22Q: 3 clusters Score -1.692337e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127306 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -16923378.000000 Penalty: 5846.645020
	Iteration 23Q: 3 clusters Score -1.692338e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127425 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -16923406.000000 Penalty: 5846.645020
	Iteration 24Q: 3 clusters Score -1.692341e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127534 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -16923408.000000 Penalty: 5846.645020
	Iteration 25Q: 3 clusters Score -1.692341e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127645 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -16923466.000000 Penalty: 5846.645020
	Iteration 26Q: 3 clusters Score -1.692347e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127747 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -16923484.000000 Penalty: 5846.645020
	Iteration 27Q: 3 clusters Score -1.692348e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127842 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -16923488.000000 Penalty: 5846.645020
	Iteration 28Q: 3 clusters Score -1.692349e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127930 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -16923512.000000 Penalty: 5846.645020
	Iteration 29Q: 3 clusters Score -1.692351e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127990 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -16923532.000000 Penalty: 5846.645020
	Iteration 30Q: 3 clusters Score -1.692353e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128045 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -16923514.000000 Penalty: 5846.645020
	Iteration 31Q: 3 clusters Score -1.692351e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128096 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -16923530.000000 Penalty: 5846.645020
	Iteration 32Q: 3 clusters Score -1.692353e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128152 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -16923532.000000 Penalty: 5846.645020
	Iteration 33Q: 3 clusters Score -1.692353e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128216 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -16923578.000000 Penalty: 5846.645020
	Iteration 34Q: 3 clusters Score -1.692358e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128278 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -16923598.000000 Penalty: 5846.645020
	Iteration 35Q: 3 clusters Score -1.69236e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128344 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -16923602.000000 Penalty: 5846.645020
	Iteration 36Q: 3 clusters Score -1.69236e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128397 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -16923624.000000 Penalty: 5846.645020
	Iteration 37Q: 3 clusters Score -1.692362e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128453 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -16923618.000000 Penalty: 5846.645020
	Iteration 38Q: 3 clusters Score -1.692362e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128497 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -16923608.000000 Penalty: 5846.645020
	Iteration 39Q: 3 clusters Score -1.692361e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128540 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -16923610.000000 Penalty: 5846.645020
	Iteration 40F: 3 clusters Score -1.692361e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128579 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -16923608.000000 Penalty: 5846.645020
	Iteration 41Q: 3 clusters Score -1.692361e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128612 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -16923612.000000 Penalty: 5846.645020
	Iteration 42Q: 3 clusters Score -1.692361e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128641 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -16923616.000000 Penalty: 5846.645020
	Iteration 43Q: 3 clusters Score -1.692362e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128672 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -16923618.000000 Penalty: 5846.645020
	Iteration 44Q: 3 clusters Score -1.692362e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128711 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -16923602.000000 Penalty: 5846.645020
	Iteration 45Q: 3 clusters Score -1.69236e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128751 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -16923622.000000 Penalty: 5846.645020
	Iteration 46Q: 3 clusters Score -1.692362e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128780 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -16923608.000000 Penalty: 5846.645020
	Iteration 47Q: 3 clusters Score -1.692361e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128802 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -16923606.000000 Penalty: 5846.645020
	Iteration 48Q: 3 clusters Score -1.692361e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128818 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -16923606.000000 Penalty: 5846.645020
	Iteration 49Q: 3 clusters Score -1.692361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128833 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -16923600.000000 Penalty: 5846.645020
	Iteration 50Q: 3 clusters Score -1.69236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128847 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -16923584.000000 Penalty: 5846.645020
	Iteration 51Q: 3 clusters Score -1.692358e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128860 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -16923568.000000 Penalty: 5846.645020
	Iteration 52Q: 3 clusters Score -1.692357e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128878 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -16923576.000000 Penalty: 5846.645020
	Iteration 53Q: 3 clusters Score -1.692358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128892 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -16923586.000000 Penalty: 5846.645020
	Iteration 54Q: 3 clusters Score -1.692359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128902 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -16923574.000000 Penalty: 5846.645020
	Iteration 55Q: 3 clusters Score -1.692357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128913 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -16923594.000000 Penalty: 5846.645020
	Iteration 56Q: 3 clusters Score -1.692359e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128926 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -16923610.000000 Penalty: 5846.645020
	Iteration 57Q: 3 clusters Score -1.692361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128944 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -16923612.000000 Penalty: 5846.645020
	Iteration 58Q: 3 clusters Score -1.692361e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128958 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -16923614.000000 Penalty: 5846.645020
	Iteration 59Q: 3 clusters Score -1.692361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128971 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -16923614.000000 Penalty: 5846.645020
	Iteration 60F: 3 clusters Score -1.692361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128980 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -16923620.000000 Penalty: 5846.645020
	Iteration 61Q: 3 clusters Score -1.692362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128987 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -16923610.000000 Penalty: 5846.645020
	Iteration 62Q: 3 clusters Score -1.692361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128995 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -16923610.000000 Penalty: 5846.645020
	Iteration 63Q: 3 clusters Score -1.692361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128998 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -16923608.000000 Penalty: 5846.645020
	Iteration 64Q: 3 clusters Score -1.692361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129002 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -16923612.000000 Penalty: 5846.645020
	Iteration 65Q: 3 clusters Score -1.692361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129009 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -16923610.000000 Penalty: 5846.645020
	Iteration 66Q: 3 clusters Score -1.692361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129015 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -16923632.000000 Penalty: 5846.645020
	Iteration 67Q: 3 clusters Score -1.692363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129021 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -16923628.000000 Penalty: 5846.645020
	Iteration 68Q: 3 clusters Score -1.692363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129027 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -16923634.000000 Penalty: 5846.645020
	Iteration 69Q: 3 clusters Score -1.692363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129035 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -16923636.000000 Penalty: 5846.645020
	Iteration 70Q: 3 clusters Score -1.692364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129042 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -16923630.000000 Penalty: 5846.645020
	Iteration 71Q: 3 clusters Score -1.692363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129048 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -16923638.000000 Penalty: 5846.645020
	Iteration 72Q: 3 clusters Score -1.692364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129056 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -16923640.000000 Penalty: 5846.645020
	Iteration 73Q: 3 clusters Score -1.692364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129065 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -16923638.000000 Penalty: 5846.645020
	Iteration 74Q: 3 clusters Score -1.692364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129071 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -16923636.000000 Penalty: 5846.645020
	Iteration 75Q: 3 clusters Score -1.692364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129076 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -16923636.000000 Penalty: 5846.645020
	Iteration 76Q: 3 clusters Score -1.692364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129081 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -16923636.000000 Penalty: 5846.645020
	Iteration 77Q: 3 clusters Score -1.692364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129085 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -16923632.000000 Penalty: 5846.645020
	Iteration 78Q: 3 clusters Score -1.692363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129087 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -16923634.000000 Penalty: 5846.645020
	Iteration 79Q: 3 clusters Score -1.692363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129088 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -16923640.000000 Penalty: 5846.645020
	Iteration 80F: 3 clusters Score -1.692364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129089 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -16923632.000000 Penalty: 5846.645020
	Iteration 81Q: 3 clusters Score -1.692363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129089 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -16923632.000000 Penalty: 5846.645020
	Iteration 82F: 3 clusters Score -1.692363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (98276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98276 members 
Entering Unmasked Estep 
Score: -12743684.000000 Penalty: 2850.892578
	Iteration 0F: 2 clusters Score -1.274368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -12678004.000000 Penalty: 5701.785156
	Iteration 0F: 3 clusters Score -1.2678e+07 nChanged 46298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -12704303.000000 Penalty: 5701.785156
	Iteration 1F: 3 clusters Score -1.27043e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -12705053.000000 Penalty: 5701.785156
	Iteration 2Q: 3 clusters Score -1.270505e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -12706437.000000 Penalty: 5701.785156
	Iteration 3Q: 3 clusters Score -1.270644e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -12708499.000000 Penalty: 5701.785156
	Iteration 4Q: 3 clusters Score -1.27085e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -12711682.000000 Penalty: 5701.785156
	Iteration 5F: 3 clusters Score -1.271168e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -12716570.000000 Penalty: 5701.785156
	Iteration 6F: 3 clusters Score -1.271657e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76328 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -12722354.000000 Penalty: 5701.785156
	Iteration 7F: 3 clusters Score -1.272235e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83146 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -12728173.000000 Penalty: 5701.785156
	Iteration 8F: 3 clusters Score -1.272817e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88940 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -12733266.000000 Penalty: 5701.785156
	Iteration 9F: 3 clusters Score -1.273327e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93247 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -12737345.000000 Penalty: 5701.785156
	Iteration 10Q: 3 clusters Score -1.273734e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95787 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -12739617.000000 Penalty: 5701.785156
	Iteration 11Q: 3 clusters Score -1.273962e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96910 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -12740479.000000 Penalty: 5701.785156
	Iteration 12Q: 3 clusters Score -1.274048e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97370 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -12740897.000000 Penalty: 5701.785156
	Iteration 13Q: 3 clusters Score -1.27409e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97564 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12741092.000000 Penalty: 5701.785156
	Iteration 14Q: 3 clusters Score -1.274109e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97652 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -12741169.000000 Penalty: 5701.785156
	Iteration 15Q: 3 clusters Score -1.274117e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97708 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -12741230.000000 Penalty: 5701.785156
	Iteration 16Q: 3 clusters Score -1.274123e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97733 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12741274.000000 Penalty: 5701.785156
	Iteration 17Q: 3 clusters Score -1.274127e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97753 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12741285.000000 Penalty: 5701.785156
	Iteration 18Q: 3 clusters Score -1.274128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97763 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12741288.000000 Penalty: 5701.785156
	Iteration 19Q: 3 clusters Score -1.274129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97773 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12741296.000000 Penalty: 5701.785156
	Iteration 20F: 3 clusters Score -1.27413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97776 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -12741298.000000 Penalty: 5701.785156
	Iteration 21Q: 3 clusters Score -1.27413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97784 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12741315.000000 Penalty: 5701.785156
	Iteration 22Q: 3 clusters Score -1.274132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97790 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -12741320.000000 Penalty: 5701.785156
	Iteration 23Q: 3 clusters Score -1.274132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97797 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -12741337.000000 Penalty: 5701.785156
	Iteration 24Q: 3 clusters Score -1.274134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97808 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12741354.000000 Penalty: 5701.785156
	Iteration 25Q: 3 clusters Score -1.274135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97809 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -12741357.000000 Penalty: 5701.785156
	Iteration 26Q: 3 clusters Score -1.274136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97813 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -12741366.000000 Penalty: 5701.785156
	Iteration 27Q: 3 clusters Score -1.274137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97816 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -12741372.000000 Penalty: 5701.785156
	Iteration 28Q: 3 clusters Score -1.274137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97819 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -12741377.000000 Penalty: 5701.785156
	Iteration 29Q: 3 clusters Score -1.274138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97821 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12741388.000000 Penalty: 5701.785156
	Iteration 30Q: 3 clusters Score -1.274139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97821 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12741377.000000 Penalty: 5701.785156
	Iteration 31Q: 3 clusters Score -1.274138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97823 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12741380.000000 Penalty: 5701.785156
	Iteration 32Q: 3 clusters Score -1.274138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97823 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12741380.000000 Penalty: 5701.785156
	Iteration 33F: 3 clusters Score -1.274138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Entering Unmasked Estep 
Score: -1993659.375000 Penalty: 2399.061035
	Iteration 0F: 2 clusters Score -1993659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1982223.500000 Penalty: 4798.122070
	Iteration 0F: 3 clusters Score -1982224 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1985799.875000 Penalty: 4798.122070
	Iteration 1F: 3 clusters Score -1985800 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1986317.875000 Penalty: 4798.122070
	Iteration 2F: 3 clusters Score -1986318 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1986858.375000 Penalty: 4798.122070
	Iteration 3F: 3 clusters Score -1986858 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1987444.750000 Penalty: 4798.122070
	Iteration 4F: 3 clusters Score -1987445 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1987961.500000 Penalty: 4798.122070
	Iteration 5F: 3 clusters Score -1987962 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1988343.250000 Penalty: 4798.122070
	Iteration 6Q: 3 clusters Score -1988343 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1988631.125000 Penalty: 4798.122070
	Iteration 7Q: 3 clusters Score -1988631 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1988835.875000 Penalty: 4798.122070
	Iteration 8Q: 3 clusters Score -1988836 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1988998.000000 Penalty: 4798.122070
	Iteration 9Q: 3 clusters Score -1988998 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1989138.875000 Penalty: 4798.122070
	Iteration 10Q: 3 clusters Score -1989139 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1989256.875000 Penalty: 4798.122070
	Iteration 11Q: 3 clusters Score -1989257 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1989345.750000 Penalty: 4798.122070
	Iteration 12Q: 3 clusters Score -1989346 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1989411.000000 Penalty: 4798.122070
	Iteration 13Q: 3 clusters Score -1989411 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1989477.000000 Penalty: 4798.122070
	Iteration 14Q: 3 clusters Score -1989477 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1989524.375000 Penalty: 4798.122070
	Iteration 15Q: 3 clusters Score -1989524 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1989579.125000 Penalty: 4798.122070
	Iteration 16Q: 3 clusters Score -1989579 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1989635.875000 Penalty: 4798.122070
	Iteration 17Q: 3 clusters Score -1989636 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1989701.875000 Penalty: 4798.122070
	Iteration 18Q: 3 clusters Score -1989702 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1989759.500000 Penalty: 4798.122070
	Iteration 19Q: 3 clusters Score -1989760 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1989818.500000 Penalty: 4798.122070
	Iteration 20F: 3 clusters Score -1989818 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1989901.375000 Penalty: 4798.122070
	Iteration 21Q: 3 clusters Score -1989901 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1989987.375000 Penalty: 4798.122070
	Iteration 22Q: 3 clusters Score -1989987 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1990114.000000 Penalty: 4798.122070
	Iteration 23Q: 3 clusters Score -1990114 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1990239.875000 Penalty: 4798.122070
	Iteration 24Q: 3 clusters Score -1990240 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1990364.625000 Penalty: 4798.122070
	Iteration 25Q: 3 clusters Score -1990365 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1990486.750000 Penalty: 4798.122070
	Iteration 26Q: 3 clusters Score -1990487 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1990597.125000 Penalty: 4798.122070
	Iteration 27Q: 3 clusters Score -1990597 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1990704.500000 Penalty: 4798.122070
	Iteration 28Q: 3 clusters Score -1990704 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1990798.125000 Penalty: 4798.122070
	Iteration 29Q: 3 clusters Score -1990798 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1990896.375000 Penalty: 4798.122070
	Iteration 30Q: 3 clusters Score -1990896 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1990980.875000 Penalty: 4798.122070
	Iteration 31Q: 3 clusters Score -1990981 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1991055.875000 Penalty: 4798.122070
	Iteration 32Q: 3 clusters Score -1991056 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1991129.375000 Penalty: 4798.122070
	Iteration 33Q: 3 clusters Score -1991129 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1991189.375000 Penalty: 4798.122070
	Iteration 34Q: 3 clusters Score -1991189 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1991231.875000 Penalty: 4798.122070
	Iteration 35Q: 3 clusters Score -1991232 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1991271.875000 Penalty: 4798.122070
	Iteration 36Q: 3 clusters Score -1991272 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1991315.375000 Penalty: 4798.122070
	Iteration 37Q: 3 clusters Score -1991315 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1991368.500000 Penalty: 4798.122070
	Iteration 38Q: 3 clusters Score -1991368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1991389.250000 Penalty: 4798.122070
	Iteration 39Q: 3 clusters Score -1991389 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1991427.500000 Penalty: 4798.122070
	Iteration 40F: 3 clusters Score -1991428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1991448.000000 Penalty: 4798.122070
	Iteration 41Q: 3 clusters Score -1991448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1991468.375000 Penalty: 4798.122070
	Iteration 42Q: 3 clusters Score -1991468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1991483.625000 Penalty: 4798.122070
	Iteration 43Q: 3 clusters Score -1991484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1991494.125000 Penalty: 4798.122070
	Iteration 44Q: 3 clusters Score -1991494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1991509.750000 Penalty: 4798.122070
	Iteration 45Q: 3 clusters Score -1991510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1991521.875000 Penalty: 4798.122070
	Iteration 46Q: 3 clusters Score -1991522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1991531.000000 Penalty: 4798.122070
	Iteration 47Q: 3 clusters Score -1991531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1991546.500000 Penalty: 4798.122070
	Iteration 48Q: 3 clusters Score -1991546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1991552.500000 Penalty: 4798.122070
	Iteration 49Q: 3 clusters Score -1991552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1991559.875000 Penalty: 4798.122070
	Iteration 50Q: 3 clusters Score -1991560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1991565.375000 Penalty: 4798.122070
	Iteration 51Q: 3 clusters Score -1991565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1991568.875000 Penalty: 4798.122070
	Iteration 52Q: 3 clusters Score -1991569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1991569.000000 Penalty: 4798.122070
	Iteration 53Q: 3 clusters Score -1991569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1991570.500000 Penalty: 4798.122070
	Iteration 54Q: 3 clusters Score -1991570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1991574.250000 Penalty: 4798.122070
	Iteration 55Q: 3 clusters Score -1991574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1991577.000000 Penalty: 4798.122070
	Iteration 56Q: 3 clusters Score -1991577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1991579.750000 Penalty: 4798.122070
	Iteration 57Q: 3 clusters Score -1991580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1991579.750000 Penalty: 4798.122070
	Iteration 58Q: 3 clusters Score -1991580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1991580.875000 Penalty: 4798.122070
	Iteration 59Q: 3 clusters Score -1991581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1991583.125000 Penalty: 4798.122070
	Iteration 60F: 3 clusters Score -1991583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1991585.375000 Penalty: 4798.122070
	Iteration 61Q: 3 clusters Score -1991585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1991585.750000 Penalty: 4798.122070
	Iteration 62Q: 3 clusters Score -1991586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1991588.750000 Penalty: 4798.122070
	Iteration 63Q: 3 clusters Score -1991589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1991587.875000 Penalty: 4798.122070
	Iteration 64Q: 3 clusters Score -1991588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1991589.250000 Penalty: 4798.122070
	Iteration 65Q: 3 clusters Score -1991589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1991590.625000 Penalty: 4798.122070
	Iteration 66Q: 3 clusters Score -1991591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1991592.500000 Penalty: 4798.122070
	Iteration 67Q: 3 clusters Score -1991592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1991592.500000 Penalty: 4798.122070
	Iteration 68F: 3 clusters Score -1991592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (89869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89869 members 
Entering Unmasked Estep 
Score: -10793997.000000 Penalty: 2828.714844
	Iteration 0F: 2 clusters Score -1.0794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -10733857.000000 Penalty: 5657.429688
	Iteration 0F: 3 clusters Score -1.073386e+07 nChanged 42402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -10759124.000000 Penalty: 5657.429688
	Iteration 1F: 3 clusters Score -1.075912e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -10761091.000000 Penalty: 5657.429688
	Iteration 2Q: 3 clusters Score -1.076109e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -10763644.000000 Penalty: 5657.429688
	Iteration 3F: 3 clusters Score -1.076364e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -10766557.000000 Penalty: 5657.429688
	Iteration 4F: 3 clusters Score -1.076656e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -10769576.000000 Penalty: 5657.429688
	Iteration 5F: 3 clusters Score -1.076958e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -10772476.000000 Penalty: 5657.429688
	Iteration 6F: 3 clusters Score -1.077248e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -10775034.000000 Penalty: 5657.429688
	Iteration 7F: 3 clusters Score -1.077503e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -10777416.000000 Penalty: 5657.429688
	Iteration 8Q: 3 clusters Score -1.077742e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -10779239.000000 Penalty: 5657.429688
	Iteration 9Q: 3 clusters Score -1.077924e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -10780342.000000 Penalty: 5657.429688
	Iteration 10Q: 3 clusters Score -1.078034e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -10781146.000000 Penalty: 5657.429688
	Iteration 11Q: 3 clusters Score -1.078115e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -10781695.000000 Penalty: 5657.429688
	Iteration 12Q: 3 clusters Score -1.07817e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -10781995.000000 Penalty: 5657.429688
	Iteration 13Q: 3 clusters Score -1.0782e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -10782327.000000 Penalty: 5657.429688
	Iteration 14Q: 3 clusters Score -1.078233e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -10782677.000000 Penalty: 5657.429688
	Iteration 15Q: 3 clusters Score -1.078268e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -10782969.000000 Penalty: 5657.429688
	Iteration 16Q: 3 clusters Score -1.078297e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -10783274.000000 Penalty: 5657.429688
	Iteration 17Q: 3 clusters Score -1.078327e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -10783581.000000 Penalty: 5657.429688
	Iteration 18Q: 3 clusters Score -1.078358e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -10783845.000000 Penalty: 5657.429688
	Iteration 19Q: 3 clusters Score -1.078384e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -10784138.000000 Penalty: 5657.429688
	Iteration 20F: 3 clusters Score -1.078414e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -10784465.000000 Penalty: 5657.429688
	Iteration 21Q: 3 clusters Score -1.078446e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -10784719.000000 Penalty: 5657.429688
	Iteration 22Q: 3 clusters Score -1.078472e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -10784990.000000 Penalty: 5657.429688
	Iteration 23Q: 3 clusters Score -1.078499e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -10785251.000000 Penalty: 5657.429688
	Iteration 24Q: 3 clusters Score -1.078525e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -10785592.000000 Penalty: 5657.429688
	Iteration 25Q: 3 clusters Score -1.078559e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -10786123.000000 Penalty: 5657.429688
	Iteration 26Q: 3 clusters Score -1.078612e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -10786743.000000 Penalty: 5657.429688
	Iteration 27Q: 3 clusters Score -1.078674e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -10787500.000000 Penalty: 5657.429688
	Iteration 28Q: 3 clusters Score -1.07875e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -10788208.000000 Penalty: 5657.429688
	Iteration 29Q: 3 clusters Score -1.078821e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 61239 members 
Entering Unmasked Estep 
Score: -10789067.000000 Penalty: 5657.429688
	Iteration 30Q: 3 clusters Score -1.078907e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -10789748.000000 Penalty: 5657.429688
	Iteration 31Q: 3 clusters Score -1.078975e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -10790391.000000 Penalty: 5657.429688
	Iteration 32Q: 3 clusters Score -1.079039e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -10790929.000000 Penalty: 5657.429688
	Iteration 33Q: 3 clusters Score -1.079093e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 66169 members 
Entering Unmasked Estep 
Score: -10791336.000000 Penalty: 5657.429688
	Iteration 34Q: 3 clusters Score -1.079134e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -10791678.000000 Penalty: 5657.429688
	Iteration 35Q: 3 clusters Score -1.079168e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 67882 members 
Entering Unmasked Estep 
Score: -10791880.000000 Penalty: 5657.429688
	Iteration 36Q: 3 clusters Score -1.079188e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
Score: -10792012.000000 Penalty: 5657.429688
	Iteration 37Q: 3 clusters Score -1.079201e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -10792167.000000 Penalty: 5657.429688
	Iteration 38Q: 3 clusters Score -1.079217e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -10792241.000000 Penalty: 5657.429688
	Iteration 39Q: 3 clusters Score -1.079224e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 69981 members 
Entering Unmasked Estep 
Score: -10792275.000000 Penalty: 5657.429688
	Iteration 40F: 3 clusters Score -1.079228e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 70336 members 
Entering Unmasked Estep 
Score: -10792274.000000 Penalty: 5657.429688
	Iteration 41Q: 3 clusters Score -1.079227e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -10792346.000000 Penalty: 5657.429688
	Iteration 42Q: 3 clusters Score -1.079235e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 70892 members 
Entering Unmasked Estep 
Score: -10792367.000000 Penalty: 5657.429688
	Iteration 43Q: 3 clusters Score -1.079237e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 71102 members 
Entering Unmasked Estep 
Score: -10792373.000000 Penalty: 5657.429688
	Iteration 44Q: 3 clusters Score -1.079237e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 71294 members 
Entering Unmasked Estep 
Score: -10792384.000000 Penalty: 5657.429688
	Iteration 45Q: 3 clusters Score -1.079238e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -10792381.000000 Penalty: 5657.429688
	Iteration 46Q: 3 clusters Score -1.079238e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 71622 members 
Entering Unmasked Estep 
Score: -10792376.000000 Penalty: 5657.429688
	Iteration 47Q: 3 clusters Score -1.079238e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -10792382.000000 Penalty: 5657.429688
	Iteration 48Q: 3 clusters Score -1.079238e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -10792396.000000 Penalty: 5657.429688
	Iteration 49Q: 3 clusters Score -1.07924e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 72077 members 
Entering Unmasked Estep 
Score: -10792414.000000 Penalty: 5657.429688
	Iteration 50Q: 3 clusters Score -1.079241e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -10792417.000000 Penalty: 5657.429688
	Iteration 51Q: 3 clusters Score -1.079242e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 72323 members 
Entering Unmasked Estep 
Score: -10792440.000000 Penalty: 5657.429688
	Iteration 52Q: 3 clusters Score -1.079244e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 72433 members 
Entering Unmasked Estep 
Score: -10792443.000000 Penalty: 5657.429688
	Iteration 53Q: 3 clusters Score -1.079244e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 72529 members 
Entering Unmasked Estep 
Score: -10792462.000000 Penalty: 5657.429688
	Iteration 54Q: 3 clusters Score -1.079246e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 72623 members 
Entering Unmasked Estep 
Score: -10792497.000000 Penalty: 5657.429688
	Iteration 55Q: 3 clusters Score -1.07925e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 72691 members 
Entering Unmasked Estep 
Score: -10792485.000000 Penalty: 5657.429688
	Iteration 56Q: 3 clusters Score -1.079248e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
Score: -10792497.000000 Penalty: 5657.429688
	Iteration 57Q: 3 clusters Score -1.07925e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -10792490.000000 Penalty: 5657.429688
	Iteration 58Q: 3 clusters Score -1.079249e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 72902 members 
Entering Unmasked Estep 
Score: -10792475.000000 Penalty: 5657.429688
	Iteration 59Q: 3 clusters Score -1.079248e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 72978 members 
Entering Unmasked Estep 
Score: -10792512.000000 Penalty: 5657.429688
	Iteration 60F: 3 clusters Score -1.079251e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 73043 members 
Entering Unmasked Estep 
Score: -10792514.000000 Penalty: 5657.429688
	Iteration 61Q: 3 clusters Score -1.079251e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
Score: -10792508.000000 Penalty: 5657.429688
	Iteration 62Q: 3 clusters Score -1.079251e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -10792497.000000 Penalty: 5657.429688
	Iteration 63Q: 3 clusters Score -1.07925e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 73219 members 
Entering Unmasked Estep 
Score: -10792521.000000 Penalty: 5657.429688
	Iteration 64Q: 3 clusters Score -1.079252e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -10792505.000000 Penalty: 5657.429688
	Iteration 65Q: 3 clusters Score -1.07925e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 73323 members 
Entering Unmasked Estep 
Score: -10792531.000000 Penalty: 5657.429688
	Iteration 66Q: 3 clusters Score -1.079253e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 73367 members 
Entering Unmasked Estep 
Score: -10792515.000000 Penalty: 5657.429688
	Iteration 67Q: 3 clusters Score -1.079252e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -10792509.000000 Penalty: 5657.429688
	Iteration 68Q: 3 clusters Score -1.079251e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 73422 members 
Entering Unmasked Estep 
Score: -10792515.000000 Penalty: 5657.429688
	Iteration 69Q: 3 clusters Score -1.079252e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 73448 members 
Entering Unmasked Estep 
Score: -10792512.000000 Penalty: 5657.429688
	Iteration 70Q: 3 clusters Score -1.079251e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -10792515.000000 Penalty: 5657.429688
	Iteration 71Q: 3 clusters Score -1.079252e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 73501 members 
Entering Unmasked Estep 
Score: -10792521.000000 Penalty: 5657.429688
	Iteration 72Q: 3 clusters Score -1.079252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 73525 members 
Entering Unmasked Estep 
Score: -10792521.000000 Penalty: 5657.429688
	Iteration 73Q: 3 clusters Score -1.079252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -10792522.000000 Penalty: 5657.429688
	Iteration 74Q: 3 clusters Score -1.079252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 73558 members 
Entering Unmasked Estep 
Score: -10792515.000000 Penalty: 5657.429688
	Iteration 75Q: 3 clusters Score -1.079252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 73565 members 
Entering Unmasked Estep 
Score: -10792518.000000 Penalty: 5657.429688
	Iteration 76Q: 3 clusters Score -1.079252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 73573 members 
Entering Unmasked Estep 
Score: -10792514.000000 Penalty: 5657.429688
	Iteration 77Q: 3 clusters Score -1.079251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 73582 members 
Entering Unmasked Estep 
Score: -10792504.000000 Penalty: 5657.429688
	Iteration 78Q: 3 clusters Score -1.07925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -10792506.000000 Penalty: 5657.429688
	Iteration 79Q: 3 clusters Score -1.079251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -10792507.000000 Penalty: 5657.429688
	Iteration 80F: 3 clusters Score -1.079251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 73610 members 
Entering Unmasked Estep 
Score: -10792501.000000 Penalty: 5657.429688
	Iteration 81Q: 3 clusters Score -1.07925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 73618 members 
Entering Unmasked Estep 
Score: -10792512.000000 Penalty: 5657.429688
	Iteration 82Q: 3 clusters Score -1.079251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 73627 members 
Entering Unmasked Estep 
Score: -10792519.000000 Penalty: 5657.429688
	Iteration 83Q: 3 clusters Score -1.079252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -10792504.000000 Penalty: 5657.429688
	Iteration 84Q: 3 clusters Score -1.07925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 73641 members 
Entering Unmasked Estep 
Score: -10792500.000000 Penalty: 5657.429688
	Iteration 85Q: 3 clusters Score -1.07925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 73648 members 
Entering Unmasked Estep 
Score: -10792500.000000 Penalty: 5657.429688
	Iteration 86Q: 3 clusters Score -1.07925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 73655 members 
Entering Unmasked Estep 
Score: -10792492.000000 Penalty: 5657.429688
	Iteration 87Q: 3 clusters Score -1.079249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -10792503.000000 Penalty: 5657.429688
	Iteration 88Q: 3 clusters Score -1.07925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 73680 members 
Entering Unmasked Estep 
Score: -10792514.000000 Penalty: 5657.429688
	Iteration 89Q: 3 clusters Score -1.079251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 73685 members 
Entering Unmasked Estep 
Score: -10792496.000000 Penalty: 5657.429688
	Iteration 90Q: 3 clusters Score -1.07925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 73690 members 
Entering Unmasked Estep 
Score: -10792501.000000 Penalty: 5657.429688
	Iteration 91Q: 3 clusters Score -1.07925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 73694 members 
Entering Unmasked Estep 
Score: -10792502.000000 Penalty: 5657.429688
	Iteration 92Q: 3 clusters Score -1.07925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -10792503.000000 Penalty: 5657.429688
	Iteration 93Q: 3 clusters Score -1.07925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 73706 members 
Entering Unmasked Estep 
Score: -10792501.000000 Penalty: 5657.429688
	Iteration 94Q: 3 clusters Score -1.07925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 73712 members 
Entering Unmasked Estep 
Score: -10792500.000000 Penalty: 5657.429688
	Iteration 95Q: 3 clusters Score -1.07925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -10792505.000000 Penalty: 5657.429688
	Iteration 96Q: 3 clusters Score -1.07925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 73716 members 
Entering Unmasked Estep 
Score: -10792506.000000 Penalty: 5657.429688
	Iteration 97Q: 3 clusters Score -1.079251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 73716 members 
Entering Unmasked Estep 
Score: -10792506.000000 Penalty: 5657.429688
	Iteration 98F: 3 clusters Score -1.079251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (73169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73169 members 
Entering Unmasked Estep 
Score: -9384905.000000 Penalty: 2777.730713
	Iteration 0F: 2 clusters Score -9384905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -9335833.000000 Penalty: 5555.461426
	Iteration 0F: 3 clusters Score -9335833 nChanged 34383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -9354935.000000 Penalty: 5555.461426
	Iteration 1F: 3 clusters Score -9354935 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -9355573.000000 Penalty: 5555.461426
	Iteration 2Q: 3 clusters Score -9355573 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -9356404.000000 Penalty: 5555.461426
	Iteration 3Q: 3 clusters Score -9356404 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -9357389.000000 Penalty: 5555.461426
	Iteration 4Q: 3 clusters Score -9357389 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -9358910.000000 Penalty: 5555.461426
	Iteration 5Q: 3 clusters Score -9358910 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -9361035.000000 Penalty: 5555.461426
	Iteration 6F: 3 clusters Score -9361035 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -9363661.000000 Penalty: 5555.461426
	Iteration 7F: 3 clusters Score -9363661 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -9366262.000000 Penalty: 5555.461426
	Iteration 8F: 3 clusters Score -9366262 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -9368589.000000 Penalty: 5555.461426
	Iteration 9F: 3 clusters Score -9368589 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -9370425.000000 Penalty: 5555.461426
	Iteration 10Q: 3 clusters Score -9370425 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -9371857.000000 Penalty: 5555.461426
	Iteration 11Q: 3 clusters Score -9371857 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -9373130.000000 Penalty: 5555.461426
	Iteration 12Q: 3 clusters Score -9373130 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -9374348.000000 Penalty: 5555.461426
	Iteration 13Q: 3 clusters Score -9374348 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -9375546.000000 Penalty: 5555.461426
	Iteration 14Q: 3 clusters Score -9375546 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -9376732.000000 Penalty: 5555.461426
	Iteration 15Q: 3 clusters Score -9376732 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64193 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -9377761.000000 Penalty: 5555.461426
	Iteration 16Q: 3 clusters Score -9377761 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65794 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -9378634.000000 Penalty: 5555.461426
	Iteration 17Q: 3 clusters Score -9378634 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67122 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -9379410.000000 Penalty: 5555.461426
	Iteration 18Q: 3 clusters Score -9379410 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -9380054.000000 Penalty: 5555.461426
	Iteration 19Q: 3 clusters Score -9380054 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69188 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -9380496.000000 Penalty: 5555.461426
	Iteration 20F: 3 clusters Score -9380496 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69936 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -9380913.000000 Penalty: 5555.461426
	Iteration 21Q: 3 clusters Score -9380913 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70561 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -9381272.000000 Penalty: 5555.461426
	Iteration 22Q: 3 clusters Score -9381272 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71065 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -9381538.000000 Penalty: 5555.461426
	Iteration 23Q: 3 clusters Score -9381538 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71462 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9381774.000000 Penalty: 5555.461426
	Iteration 24Q: 3 clusters Score -9381774 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71767 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -9381956.000000 Penalty: 5555.461426
	Iteration 25Q: 3 clusters Score -9381956 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71994 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9382102.000000 Penalty: 5555.461426
	Iteration 26Q: 3 clusters Score -9382102 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72163 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -9382205.000000 Penalty: 5555.461426
	Iteration 27Q: 3 clusters Score -9382205 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9382323.000000 Penalty: 5555.461426
	Iteration 28Q: 3 clusters Score -9382323 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9382376.000000 Penalty: 5555.461426
	Iteration 29Q: 3 clusters Score -9382376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72422 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9382425.000000 Penalty: 5555.461426
	Iteration 30Q: 3 clusters Score -9382425 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9382463.000000 Penalty: 5555.461426
	Iteration 31Q: 3 clusters Score -9382463 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72508 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9382496.000000 Penalty: 5555.461426
	Iteration 32Q: 3 clusters Score -9382496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72531 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9382512.000000 Penalty: 5555.461426
	Iteration 33Q: 3 clusters Score -9382512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9382520.000000 Penalty: 5555.461426
	Iteration 34Q: 3 clusters Score -9382520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9382540.000000 Penalty: 5555.461426
	Iteration 35Q: 3 clusters Score -9382540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72575 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9382548.000000 Penalty: 5555.461426
	Iteration 36Q: 3 clusters Score -9382548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72590 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9382569.000000 Penalty: 5555.461426
	Iteration 37Q: 3 clusters Score -9382569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72596 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9382571.000000 Penalty: 5555.461426
	Iteration 38Q: 3 clusters Score -9382571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72596 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9382568.000000 Penalty: 5555.461426
	Iteration 39Q: 3 clusters Score -9382568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9382572.000000 Penalty: 5555.461426
	Iteration 40F: 3 clusters Score -9382572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72608 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9382585.000000 Penalty: 5555.461426
	Iteration 41Q: 3 clusters Score -9382585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9382580.000000 Penalty: 5555.461426
	Iteration 42Q: 3 clusters Score -9382580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72608 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9382589.000000 Penalty: 5555.461426
	Iteration 43Q: 3 clusters Score -9382589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72609 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9382588.000000 Penalty: 5555.461426
	Iteration 44Q: 3 clusters Score -9382588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72610 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9382594.000000 Penalty: 5555.461426
	Iteration 45Q: 3 clusters Score -9382594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72609 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9382590.000000 Penalty: 5555.461426
	Iteration 46Q: 3 clusters Score -9382590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72609 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9382590.000000 Penalty: 5555.461426
	Iteration 47F: 3 clusters Score -9382590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Entering Unmasked Estep 
Score: -1972899.250000 Penalty: 2386.186768
	Iteration 0F: 2 clusters Score -1972899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1961935.375000 Penalty: 4772.373535
	Iteration 0F: 3 clusters Score -1961935 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1965373.750000 Penalty: 4772.373535
	Iteration 1F: 3 clusters Score -1965374 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1965724.000000 Penalty: 4772.373535
	Iteration 2F: 3 clusters Score -1965724 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1966060.625000 Penalty: 4772.373535
	Iteration 3F: 3 clusters Score -1966061 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1966416.750000 Penalty: 4772.373535
	Iteration 4Q: 3 clusters Score -1966417 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1966792.125000 Penalty: 4772.373535
	Iteration 5Q: 3 clusters Score -1966792 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1967257.250000 Penalty: 4772.373535
	Iteration 6F: 3 clusters Score -1967257 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1967780.375000 Penalty: 4772.373535
	Iteration 7F: 3 clusters Score -1967780 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1968361.250000 Penalty: 4772.373535
	Iteration 8F: 3 clusters Score -1968361 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1968935.875000 Penalty: 4772.373535
	Iteration 9F: 3 clusters Score -1968936 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1969369.500000 Penalty: 4772.373535
	Iteration 10Q: 3 clusters Score -1969370 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1969743.625000 Penalty: 4772.373535
	Iteration 11Q: 3 clusters Score -1969744 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1970004.125000 Penalty: 4772.373535
	Iteration 12Q: 3 clusters Score -1970004 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1970195.250000 Penalty: 4772.373535
	Iteration 13Q: 3 clusters Score -1970195 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1970341.875000 Penalty: 4772.373535
	Iteration 14Q: 3 clusters Score -1970342 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1970438.375000 Penalty: 4772.373535
	Iteration 15Q: 3 clusters Score -1970438 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1970514.000000 Penalty: 4772.373535
	Iteration 16Q: 3 clusters Score -1970514 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1970569.125000 Penalty: 4772.373535
	Iteration 17Q: 3 clusters Score -1970569 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1970626.500000 Penalty: 4772.373535
	Iteration 18Q: 3 clusters Score -1970626 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1970665.625000 Penalty: 4772.373535
	Iteration 19Q: 3 clusters Score -1970666 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1970702.375000 Penalty: 4772.373535
	Iteration 20F: 3 clusters Score -1970702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1970729.000000 Penalty: 4772.373535
	Iteration 21Q: 3 clusters Score -1970729 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1970755.125000 Penalty: 4772.373535
	Iteration 22Q: 3 clusters Score -1970755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1970777.500000 Penalty: 4772.373535
	Iteration 23Q: 3 clusters Score -1970778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1970795.625000 Penalty: 4772.373535
	Iteration 24Q: 3 clusters Score -1970796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1970811.125000 Penalty: 4772.373535
	Iteration 25Q: 3 clusters Score -1970811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1970817.375000 Penalty: 4772.373535
	Iteration 26Q: 3 clusters Score -1970817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1970823.000000 Penalty: 4772.373535
	Iteration 27Q: 3 clusters Score -1970823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1970830.500000 Penalty: 4772.373535
	Iteration 28Q: 3 clusters Score -1970830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1970834.375000 Penalty: 4772.373535
	Iteration 29Q: 3 clusters Score -1970834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1970834.125000 Penalty: 4772.373535
	Iteration 30Q: 3 clusters Score -1970834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1970833.000000 Penalty: 4772.373535
	Iteration 31Q: 3 clusters Score -1970833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1970833.000000 Penalty: 4772.373535
	Iteration 32F: 3 clusters Score -1970833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -128222.968750 Penalty: 1756.472046
	Iteration 0F: 2 clusters Score -128223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -126213.179688 Penalty: 3512.944092
	Iteration 0F: 3 clusters Score -126213.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -126718.476562 Penalty: 3512.944092
	Iteration 1F: 3 clusters Score -126718.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -127112.773438 Penalty: 3512.944092
	Iteration 2F: 3 clusters Score -127112.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -127564.757812 Penalty: 3512.944092
	Iteration 3F: 3 clusters Score -127564.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -127895.554688 Penalty: 3512.944092
	Iteration 4F: 3 clusters Score -127895.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -128227.703125 Penalty: 3512.944092
	Iteration 5F: 3 clusters Score -128227.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -128517.015625 Penalty: 3512.944092
	Iteration 6Q: 3 clusters Score -128517 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -128723.640625 Penalty: 3512.944092
	Iteration 7Q: 3 clusters Score -128723.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -129103.093750 Penalty: 3512.944092
	Iteration 8Q: 3 clusters Score -129103.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -129592.226562 Penalty: 3512.944092
	Iteration 9Q: 3 clusters Score -129592.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -129745.179688 Penalty: 3512.944092
	Iteration 10Q: 3 clusters Score -129745.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -129812.523438 Penalty: 3512.944092
	Iteration 11Q: 3 clusters Score -129812.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -129869.781250 Penalty: 3512.944092
	Iteration 12Q: 3 clusters Score -129869.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -129875.601562 Penalty: 3512.944092
	Iteration 13Q: 3 clusters Score -129875.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -129875.601562 Penalty: 3512.944092
	Iteration 14F: 3 clusters Score -129875.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10034 members 
Mstep: Class 3 contains 6113 members 
Mstep: Class 4 contains 16430 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9500 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17756 members 
Mstep: Class 10 contains 172103 members 
Mstep: Class 11 contains 11670 members 
Mstep: Class 12 contains 176008 members 
Mstep: Class 13 contains 66017 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5976 members 
Mstep: Class 17 contains 131609 members 
Mstep: Class 18 contains 98276 members 
Mstep: Class 19 contains 15893 members 
Mstep: Class 20 contains 89869 members 
Mstep: Class 21 contains 73169 members 
Mstep: Class 22 contains 15089 members 
Mstep: Class 23 contains 716 members 
Mstep: Class 24 contains 5020 members 
Mstep: Class 25 contains 12808 members 
Mstep: Class 26 contains 24845 members 
Mstep: Class 27 contains 47869 members 
Mstep: Class 28 contains 18787 members 
Mstep: Class 29 contains 6335 members 
Mstep: Class 30 contains 5232 members 
Mstep: Class 31 contains 8790 members 
Mstep: Class 32 contains 77031 members 
Mstep: Class 33 contains 20533 members 
Mstep: Class 34 contains 11465 members 
Mstep: Class 35 contains 8107 members 
Mstep: Class 36 contains 903 members 
Mstep: Class 37 contains 10132 members 
Mstep: Class 38 contains 10103 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 13355 members 
Mstep: Class 41 contains 475 members 
Entering Unmasked Estep 
Score: -150943008.000000 Penalty: 142442.046875
Splitting cluster 23 changes total score from -150942688.000000 to -150943008.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 24 (5020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Entering Unmasked Estep 
Score: -619938.125000 Penalty: 2113.253906
	Iteration 0F: 2 clusters Score -619938.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -615397.625000 Penalty: 4226.507812
	Iteration 0F: 3 clusters Score -615397.6 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -616487.437500 Penalty: 4226.507812
	Iteration 1F: 3 clusters Score -616487.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -616732.375000 Penalty: 4226.507812
	Iteration 2F: 3 clusters Score -616732.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -616887.812500 Penalty: 4226.507812
	Iteration 3F: 3 clusters Score -616887.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -617054.312500 Penalty: 4226.507812
	Iteration 4Q: 3 clusters Score -617054.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -617239.625000 Penalty: 4226.507812
	Iteration 5Q: 3 clusters Score -617239.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -617433.562500 Penalty: 4226.507812
	Iteration 6Q: 3 clusters Score -617433.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -617616.812500 Penalty: 4226.507812
	Iteration 7Q: 3 clusters Score -617616.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -617760.250000 Penalty: 4226.507812
	Iteration 8Q: 3 clusters Score -617760.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -617873.062500 Penalty: 4226.507812
	Iteration 9Q: 3 clusters Score -617873.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -617987.687500 Penalty: 4226.507812
	Iteration 10Q: 3 clusters Score -617987.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -618095.562500 Penalty: 4226.507812
	Iteration 11Q: 3 clusters Score -618095.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -618201.125000 Penalty: 4226.507812
	Iteration 12Q: 3 clusters Score -618201.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -618321.375000 Penalty: 4226.507812
	Iteration 13Q: 3 clusters Score -618321.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -618456.187500 Penalty: 4226.507812
	Iteration 14Q: 3 clusters Score -618456.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -618570.125000 Penalty: 4226.507812
	Iteration 15Q: 3 clusters Score -618570.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -618678.625000 Penalty: 4226.507812
	Iteration 16Q: 3 clusters Score -618678.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -618777.812500 Penalty: 4226.507812
	Iteration 17Q: 3 clusters Score -618777.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -618863.000000 Penalty: 4226.507812
	Iteration 18Q: 3 clusters Score -618863 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -618936.125000 Penalty: 4226.507812
	Iteration 19Q: 3 clusters Score -618936.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -618998.437500 Penalty: 4226.507812
	Iteration 20F: 3 clusters Score -618998.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -619070.625000 Penalty: 4226.507812
	Iteration 21Q: 3 clusters Score -619070.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -619129.187500 Penalty: 4226.507812
	Iteration 22Q: 3 clusters Score -619129.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -619164.875000 Penalty: 4226.507812
	Iteration 23Q: 3 clusters Score -619164.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -619197.062500 Penalty: 4226.507812
	Iteration 24Q: 3 clusters Score -619197.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -619215.000000 Penalty: 4226.507812
	Iteration 25Q: 3 clusters Score -619215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -619230.000000 Penalty: 4226.507812
	Iteration 26Q: 3 clusters Score -619230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -619240.625000 Penalty: 4226.507812
	Iteration 27Q: 3 clusters Score -619240.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -619246.812500 Penalty: 4226.507812
	Iteration 28Q: 3 clusters Score -619246.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -619253.375000 Penalty: 4226.507812
	Iteration 29Q: 3 clusters Score -619253.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -619259.187500 Penalty: 4226.507812
	Iteration 30Q: 3 clusters Score -619259.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -619265.750000 Penalty: 4226.507812
	Iteration 31Q: 3 clusters Score -619265.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -619268.375000 Penalty: 4226.507812
	Iteration 32Q: 3 clusters Score -619268.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -619273.250000 Penalty: 4226.507812
	Iteration 33Q: 3 clusters Score -619273.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -619276.500000 Penalty: 4226.507812
	Iteration 34Q: 3 clusters Score -619276.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -619281.062500 Penalty: 4226.507812
	Iteration 35Q: 3 clusters Score -619281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -619282.750000 Penalty: 4226.507812
	Iteration 36Q: 3 clusters Score -619282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -619285.062500 Penalty: 4226.507812
	Iteration 37Q: 3 clusters Score -619285.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -619284.312500 Penalty: 4226.507812
	Iteration 38Q: 3 clusters Score -619284.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -619284.312500 Penalty: 4226.507812
	Iteration 39F: 3 clusters Score -619284.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Entering Unmasked Estep 
Score: -1681140.500000 Penalty: 2345.540771
	Iteration 0F: 2 clusters Score -1681140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1671666.125000 Penalty: 4691.081543
	Iteration 0F: 3 clusters Score -1671666 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1674551.750000 Penalty: 4691.081543
	Iteration 1F: 3 clusters Score -1674552 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1674928.125000 Penalty: 4691.081543
	Iteration 2F: 3 clusters Score -1674928 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1675294.750000 Penalty: 4691.081543
	Iteration 3F: 3 clusters Score -1675295 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1675709.375000 Penalty: 4691.081543
	Iteration 4F: 3 clusters Score -1675709 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1676204.250000 Penalty: 4691.081543
	Iteration 5F: 3 clusters Score -1676204 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1676777.125000 Penalty: 4691.081543
	Iteration 6F: 3 clusters Score -1676777 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1677386.875000 Penalty: 4691.081543
	Iteration 7F: 3 clusters Score -1677387 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1677948.875000 Penalty: 4691.081543
	Iteration 8Q: 3 clusters Score -1677949 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1678342.625000 Penalty: 4691.081543
	Iteration 9Q: 3 clusters Score -1678343 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1678619.500000 Penalty: 4691.081543
	Iteration 10Q: 3 clusters Score -1678620 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1678790.500000 Penalty: 4691.081543
	Iteration 11Q: 3 clusters Score -1678790 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1678877.000000 Penalty: 4691.081543
	Iteration 12Q: 3 clusters Score -1678877 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1678940.375000 Penalty: 4691.081543
	Iteration 13Q: 3 clusters Score -1678940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1678977.375000 Penalty: 4691.081543
	Iteration 14Q: 3 clusters Score -1678977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1679002.125000 Penalty: 4691.081543
	Iteration 15Q: 3 clusters Score -1679002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1679016.500000 Penalty: 4691.081543
	Iteration 16Q: 3 clusters Score -1679016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1679031.375000 Penalty: 4691.081543
	Iteration 17Q: 3 clusters Score -1679031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1679042.500000 Penalty: 4691.081543
	Iteration 18Q: 3 clusters Score -1679042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1679041.875000 Penalty: 4691.081543
	Iteration 19Q: 3 clusters Score -1679042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1679048.250000 Penalty: 4691.081543
	Iteration 20F: 3 clusters Score -1679048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1679047.625000 Penalty: 4691.081543
	Iteration 21Q: 3 clusters Score -1679048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1679048.625000 Penalty: 4691.081543
	Iteration 22Q: 3 clusters Score -1679049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1679049.750000 Penalty: 4691.081543
	Iteration 23Q: 3 clusters Score -1679050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1679051.750000 Penalty: 4691.081543
	Iteration 24Q: 3 clusters Score -1679052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1679051.750000 Penalty: 4691.081543
	Iteration 25F: 3 clusters Score -1679052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Entering Unmasked Estep 
Score: -3147575.500000 Penalty: 2509.862061
	Iteration 0F: 2 clusters Score -3147576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3130381.750000 Penalty: 5019.724121
	Iteration 0F: 3 clusters Score -3130382 nChanged 11090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -3136295.250000 Penalty: 5019.724121
	Iteration 1F: 3 clusters Score -3136295 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -3136713.750000 Penalty: 5019.724121
	Iteration 2Q: 3 clusters Score -3136714 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -3137054.000000 Penalty: 5019.724121
	Iteration 3Q: 3 clusters Score -3137054 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3137350.000000 Penalty: 5019.724121
	Iteration 4Q: 3 clusters Score -3137350 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -3137637.500000 Penalty: 5019.724121
	Iteration 5Q: 3 clusters Score -3137638 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -3137885.500000 Penalty: 5019.724121
	Iteration 6Q: 3 clusters Score -3137886 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -3138148.750000 Penalty: 5019.724121
	Iteration 7Q: 3 clusters Score -3138149 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -3138439.000000 Penalty: 5019.724121
	Iteration 8Q: 3 clusters Score -3138439 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -3138816.750000 Penalty: 5019.724121
	Iteration 9Q: 3 clusters Score -3138817 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -3139226.750000 Penalty: 5019.724121
	Iteration 10Q: 3 clusters Score -3139227 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3139679.500000 Penalty: 5019.724121
	Iteration 11Q: 3 clusters Score -3139680 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -3140177.750000 Penalty: 5019.724121
	Iteration 12Q: 3 clusters Score -3140178 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -3140770.000000 Penalty: 5019.724121
	Iteration 13Q: 3 clusters Score -3140770 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -3141423.500000 Penalty: 5019.724121
	Iteration 14Q: 3 clusters Score -3141424 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -3142180.750000 Penalty: 5019.724121
	Iteration 15Q: 3 clusters Score -3142181 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -3142969.750000 Penalty: 5019.724121
	Iteration 16Q: 3 clusters Score -3142970 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -3143670.750000 Penalty: 5019.724121
	Iteration 17Q: 3 clusters Score -3143671 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -3144256.250000 Penalty: 5019.724121
	Iteration 18Q: 3 clusters Score -3144256 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3144655.250000 Penalty: 5019.724121
	Iteration 19Q: 3 clusters Score -3144655 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3144912.250000 Penalty: 5019.724121
	Iteration 20F: 3 clusters Score -3144912 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -3145104.750000 Penalty: 5019.724121
	Iteration 21Q: 3 clusters Score -3145105 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3145246.500000 Penalty: 5019.724121
	Iteration 22Q: 3 clusters Score -3145246 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -3145349.750000 Penalty: 5019.724121
	Iteration 23Q: 3 clusters Score -3145350 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3145438.500000 Penalty: 5019.724121
	Iteration 24Q: 3 clusters Score -3145438 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3145498.250000 Penalty: 5019.724121
	Iteration 25Q: 3 clusters Score -3145498 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3145534.500000 Penalty: 5019.724121
	Iteration 26Q: 3 clusters Score -3145534 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3145576.000000 Penalty: 5019.724121
	Iteration 27Q: 3 clusters Score -3145576 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3145605.250000 Penalty: 5019.724121
	Iteration 28Q: 3 clusters Score -3145605 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3145623.000000 Penalty: 5019.724121
	Iteration 29Q: 3 clusters Score -3145623 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3145641.750000 Penalty: 5019.724121
	Iteration 30Q: 3 clusters Score -3145642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3145649.250000 Penalty: 5019.724121
	Iteration 31Q: 3 clusters Score -3145649 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3145668.750000 Penalty: 5019.724121
	Iteration 32Q: 3 clusters Score -3145669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3145676.000000 Penalty: 5019.724121
	Iteration 33Q: 3 clusters Score -3145676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3145684.000000 Penalty: 5019.724121
	Iteration 34Q: 3 clusters Score -3145684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3145696.750000 Penalty: 5019.724121
	Iteration 35Q: 3 clusters Score -3145697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3145704.750000 Penalty: 5019.724121
	Iteration 36Q: 3 clusters Score -3145705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3145715.750000 Penalty: 5019.724121
	Iteration 37Q: 3 clusters Score -3145716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3145723.000000 Penalty: 5019.724121
	Iteration 38Q: 3 clusters Score -3145723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3145733.250000 Penalty: 5019.724121
	Iteration 39Q: 3 clusters Score -3145733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3145735.250000 Penalty: 5019.724121
	Iteration 40F: 3 clusters Score -3145735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3145735.250000 Penalty: 5019.724121
	Iteration 41Q: 3 clusters Score -3145735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3145732.750000 Penalty: 5019.724121
	Iteration 42Q: 3 clusters Score -3145733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3145732.250000 Penalty: 5019.724121
	Iteration 43Q: 3 clusters Score -3145732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3145730.750000 Penalty: 5019.724121
	Iteration 44Q: 3 clusters Score -3145731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3145731.500000 Penalty: 5019.724121
	Iteration 45Q: 3 clusters Score -3145732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3145730.250000 Penalty: 5019.724121
	Iteration 46Q: 3 clusters Score -3145730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3145733.750000 Penalty: 5019.724121
	Iteration 47Q: 3 clusters Score -3145734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3145733.750000 Penalty: 5019.724121
	Iteration 48F: 3 clusters Score -3145734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Entering Unmasked Estep 
Score: -6153011.500000 Penalty: 2672.503418
	Iteration 0F: 2 clusters Score -6153012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -6120809.500000 Penalty: 5345.006836
	Iteration 0F: 3 clusters Score -6120810 nChanged 22203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -6133299.500000 Penalty: 5345.006836
	Iteration 1F: 3 clusters Score -6133300 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -6133969.000000 Penalty: 5345.006836
	Iteration 2Q: 3 clusters Score -6133969 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -6134780.000000 Penalty: 5345.006836
	Iteration 3Q: 3 clusters Score -6134780 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -6135723.500000 Penalty: 5345.006836
	Iteration 4Q: 3 clusters Score -6135724 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -6136908.000000 Penalty: 5345.006836
	Iteration 5F: 3 clusters Score -6136908 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -6138164.000000 Penalty: 5345.006836
	Iteration 6F: 3 clusters Score -6138164 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -6139475.000000 Penalty: 5345.006836
	Iteration 7F: 3 clusters Score -6139475 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -6140742.000000 Penalty: 5345.006836
	Iteration 8F: 3 clusters Score -6140742 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -6142117.500000 Penalty: 5345.006836
	Iteration 9F: 3 clusters Score -6142118 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -6143520.500000 Penalty: 5345.006836
	Iteration 10Q: 3 clusters Score -6143520 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -6145040.500000 Penalty: 5345.006836
	Iteration 11Q: 3 clusters Score -6145040 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -6146574.000000 Penalty: 5345.006836
	Iteration 12Q: 3 clusters Score -6146574 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -6147990.000000 Penalty: 5345.006836
	Iteration 13Q: 3 clusters Score -6147990 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -6148992.000000 Penalty: 5345.006836
	Iteration 14Q: 3 clusters Score -6148992 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -6149638.500000 Penalty: 5345.006836
	Iteration 15Q: 3 clusters Score -6149638 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -6150046.000000 Penalty: 5345.006836
	Iteration 16Q: 3 clusters Score -6150046 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -6150259.500000 Penalty: 5345.006836
	Iteration 17Q: 3 clusters Score -6150260 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -6150409.000000 Penalty: 5345.006836
	Iteration 18Q: 3 clusters Score -6150409 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -6150515.000000 Penalty: 5345.006836
	Iteration 19Q: 3 clusters Score -6150515 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -6150593.500000 Penalty: 5345.006836
	Iteration 20F: 3 clusters Score -6150594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -6150642.000000 Penalty: 5345.006836
	Iteration 21Q: 3 clusters Score -6150642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -6150678.500000 Penalty: 5345.006836
	Iteration 22Q: 3 clusters Score -6150678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -6150687.000000 Penalty: 5345.006836
	Iteration 23Q: 3 clusters Score -6150687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -6150696.000000 Penalty: 5345.006836
	Iteration 24Q: 3 clusters Score -6150696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -6150706.500000 Penalty: 5345.006836
	Iteration 25Q: 3 clusters Score -6150706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -6150711.000000 Penalty: 5345.006836
	Iteration 26Q: 3 clusters Score -6150711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -6150724.500000 Penalty: 5345.006836
	Iteration 27Q: 3 clusters Score -6150724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -6150724.500000 Penalty: 5345.006836
	Iteration 28Q: 3 clusters Score -6150724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -6150736.500000 Penalty: 5345.006836
	Iteration 29Q: 3 clusters Score -6150736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -6150741.500000 Penalty: 5345.006836
	Iteration 30Q: 3 clusters Score -6150742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -6150746.500000 Penalty: 5345.006836
	Iteration 31Q: 3 clusters Score -6150746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -6150746.500000 Penalty: 5345.006836
	Iteration 32Q: 3 clusters Score -6150746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -6150747.500000 Penalty: 5345.006836
	Iteration 33Q: 3 clusters Score -6150748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -6150751.000000 Penalty: 5345.006836
	Iteration 34Q: 3 clusters Score -6150751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -6150751.000000 Penalty: 5345.006836
	Iteration 35F: 3 clusters Score -6150751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Entering Unmasked Estep 
Score: -2425970.500000 Penalty: 2440.548340
	Iteration 0F: 2 clusters Score -2425970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2412672.000000 Penalty: 4881.096680
	Iteration 0F: 3 clusters Score -2412672 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2417192.750000 Penalty: 4881.096680
	Iteration 1F: 3 clusters Score -2417193 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2417856.750000 Penalty: 4881.096680
	Iteration 2F: 3 clusters Score -2417857 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2418640.750000 Penalty: 4881.096680
	Iteration 3F: 3 clusters Score -2418641 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2419710.250000 Penalty: 4881.096680
	Iteration 4F: 3 clusters Score -2419710 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2420984.250000 Penalty: 4881.096680
	Iteration 5F: 3 clusters Score -2420984 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2422213.500000 Penalty: 4881.096680
	Iteration 6F: 3 clusters Score -2422214 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2423058.750000 Penalty: 4881.096680
	Iteration 7F: 3 clusters Score -2423059 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2423576.250000 Penalty: 4881.096680
	Iteration 8Q: 3 clusters Score -2423576 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2423922.250000 Penalty: 4881.096680
	Iteration 9Q: 3 clusters Score -2423922 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2424198.250000 Penalty: 4881.096680
	Iteration 10Q: 3 clusters Score -2424198 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2424429.500000 Penalty: 4881.096680
	Iteration 11Q: 3 clusters Score -2424430 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2424611.750000 Penalty: 4881.096680
	Iteration 12Q: 3 clusters Score -2424612 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2424773.000000 Penalty: 4881.096680
	Iteration 13Q: 3 clusters Score -2424773 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2424909.000000 Penalty: 4881.096680
	Iteration 14Q: 3 clusters Score -2424909 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2425042.750000 Penalty: 4881.096680
	Iteration 15Q: 3 clusters Score -2425043 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2425160.000000 Penalty: 4881.096680
	Iteration 16Q: 3 clusters Score -2425160 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2425237.000000 Penalty: 4881.096680
	Iteration 17Q: 3 clusters Score -2425237 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2425291.500000 Penalty: 4881.096680
	Iteration 18Q: 3 clusters Score -2425292 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2425321.000000 Penalty: 4881.096680
	Iteration 19Q: 3 clusters Score -2425321 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2425356.750000 Penalty: 4881.096680
	Iteration 20F: 3 clusters Score -2425357 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2425375.750000 Penalty: 4881.096680
	Iteration 21Q: 3 clusters Score -2425376 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2425401.000000 Penalty: 4881.096680
	Iteration 22Q: 3 clusters Score -2425401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2425415.250000 Penalty: 4881.096680
	Iteration 23Q: 3 clusters Score -2425415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2425422.000000 Penalty: 4881.096680
	Iteration 24Q: 3 clusters Score -2425422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2425434.000000 Penalty: 4881.096680
	Iteration 25Q: 3 clusters Score -2425434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2425433.000000 Penalty: 4881.096680
	Iteration 26Q: 3 clusters Score -2425433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2425433.500000 Penalty: 4881.096680
	Iteration 27Q: 3 clusters Score -2425434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2425440.000000 Penalty: 4881.096680
	Iteration 28Q: 3 clusters Score -2425440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2425442.750000 Penalty: 4881.096680
	Iteration 29Q: 3 clusters Score -2425443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2425449.250000 Penalty: 4881.096680
	Iteration 30Q: 3 clusters Score -2425449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2425448.750000 Penalty: 4881.096680
	Iteration 31Q: 3 clusters Score -2425449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2425451.750000 Penalty: 4881.096680
	Iteration 32Q: 3 clusters Score -2425452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2425454.250000 Penalty: 4881.096680
	Iteration 33Q: 3 clusters Score -2425454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2425455.000000 Penalty: 4881.096680
	Iteration 34Q: 3 clusters Score -2425455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2425455.000000 Penalty: 4881.096680
	Iteration 35Q: 3 clusters Score -2425455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2425455.000000 Penalty: 4881.096680
	Iteration 36F: 3 clusters Score -2425455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Entering Unmasked Estep 
Score: -777229.250000 Penalty: 2170.953613
	Iteration 0F: 2 clusters Score -777229.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -771877.125000 Penalty: 4341.907227
	Iteration 0F: 3 clusters Score -771877.1 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -773325.500000 Penalty: 4341.907227
	Iteration 1F: 3 clusters Score -773325.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -773772.062500 Penalty: 4341.907227
	Iteration 2F: 3 clusters Score -773772.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -774191.750000 Penalty: 4341.907227
	Iteration 3F: 3 clusters Score -774191.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -774532.375000 Penalty: 4341.907227
	Iteration 4F: 3 clusters Score -774532.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -774807.062500 Penalty: 4341.907227
	Iteration 5F: 3 clusters Score -774807.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -774977.687500 Penalty: 4341.907227
	Iteration 6Q: 3 clusters Score -774977.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -775096.125000 Penalty: 4341.907227
	Iteration 7Q: 3 clusters Score -775096.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -775194.187500 Penalty: 4341.907227
	Iteration 8Q: 3 clusters Score -775194.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -775274.875000 Penalty: 4341.907227
	Iteration 9Q: 3 clusters Score -775274.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -775325.625000 Penalty: 4341.907227
	Iteration 10Q: 3 clusters Score -775325.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -775361.375000 Penalty: 4341.907227
	Iteration 11Q: 3 clusters Score -775361.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -775396.187500 Penalty: 4341.907227
	Iteration 12Q: 3 clusters Score -775396.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -775423.812500 Penalty: 4341.907227
	Iteration 13Q: 3 clusters Score -775423.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -775447.250000 Penalty: 4341.907227
	Iteration 14Q: 3 clusters Score -775447.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -775472.062500 Penalty: 4341.907227
	Iteration 15Q: 3 clusters Score -775472.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -775494.875000 Penalty: 4341.907227
	Iteration 16Q: 3 clusters Score -775494.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -775523.062500 Penalty: 4341.907227
	Iteration 17Q: 3 clusters Score -775523.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -775549.937500 Penalty: 4341.907227
	Iteration 18Q: 3 clusters Score -775549.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -775562.687500 Penalty: 4341.907227
	Iteration 19Q: 3 clusters Score -775562.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -775572.437500 Penalty: 4341.907227
	Iteration 20F: 3 clusters Score -775572.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -775580.250000 Penalty: 4341.907227
	Iteration 21Q: 3 clusters Score -775580.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -775588.937500 Penalty: 4341.907227
	Iteration 22Q: 3 clusters Score -775588.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -775595.812500 Penalty: 4341.907227
	Iteration 23Q: 3 clusters Score -775595.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -775606.312500 Penalty: 4341.907227
	Iteration 24Q: 3 clusters Score -775606.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -775612.187500 Penalty: 4341.907227
	Iteration 25Q: 3 clusters Score -775612.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -775615.562500 Penalty: 4341.907227
	Iteration 26Q: 3 clusters Score -775615.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -775618.812500 Penalty: 4341.907227
	Iteration 27Q: 3 clusters Score -775618.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -775620.125000 Penalty: 4341.907227
	Iteration 28Q: 3 clusters Score -775620.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -775624.500000 Penalty: 4341.907227
	Iteration 29Q: 3 clusters Score -775624.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -775623.562500 Penalty: 4341.907227
	Iteration 30Q: 3 clusters Score -775623.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -775626.000000 Penalty: 4341.907227
	Iteration 31Q: 3 clusters Score -775626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -775625.437500 Penalty: 4341.907227
	Iteration 32Q: 3 clusters Score -775625.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -775627.562500 Penalty: 4341.907227
	Iteration 33Q: 3 clusters Score -775627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -775628.250000 Penalty: 4341.907227
	Iteration 34Q: 3 clusters Score -775628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -775628.875000 Penalty: 4341.907227
	Iteration 35Q: 3 clusters Score -775628.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -775628.875000 Penalty: 4341.907227
	Iteration 36F: 3 clusters Score -775628.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Entering Unmasked Estep 
Score: -656446.312500 Penalty: 2123.511963
	Iteration 0F: 2 clusters Score -656446.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -651766.750000 Penalty: 4247.023926
	Iteration 0F: 3 clusters Score -651766.8 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -653013.937500 Penalty: 4247.023926
	Iteration 1F: 3 clusters Score -653013.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -653356.062500 Penalty: 4247.023926
	Iteration 2F: 3 clusters Score -653356.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -653660.437500 Penalty: 4247.023926
	Iteration 3F: 3 clusters Score -653660.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -653950.062500 Penalty: 4247.023926
	Iteration 4F: 3 clusters Score -653950.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -654136.000000 Penalty: 4247.023926
	Iteration 5F: 3 clusters Score -654136 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -654270.500000 Penalty: 4247.023926
	Iteration 6Q: 3 clusters Score -654270.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -654378.750000 Penalty: 4247.023926
	Iteration 7Q: 3 clusters Score -654378.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -654457.937500 Penalty: 4247.023926
	Iteration 8Q: 3 clusters Score -654457.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -654518.812500 Penalty: 4247.023926
	Iteration 9Q: 3 clusters Score -654518.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -654554.750000 Penalty: 4247.023926
	Iteration 10Q: 3 clusters Score -654554.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -654577.312500 Penalty: 4247.023926
	Iteration 11Q: 3 clusters Score -654577.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -654599.937500 Penalty: 4247.023926
	Iteration 12Q: 3 clusters Score -654599.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -654617.875000 Penalty: 4247.023926
	Iteration 13Q: 3 clusters Score -654617.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -654630.437500 Penalty: 4247.023926
	Iteration 14Q: 3 clusters Score -654630.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -654637.250000 Penalty: 4247.023926
	Iteration 15Q: 3 clusters Score -654637.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -654645.375000 Penalty: 4247.023926
	Iteration 16Q: 3 clusters Score -654645.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -654652.125000 Penalty: 4247.023926
	Iteration 17Q: 3 clusters Score -654652.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -654657.437500 Penalty: 4247.023926
	Iteration 18Q: 3 clusters Score -654657.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -654660.000000 Penalty: 4247.023926
	Iteration 19Q: 3 clusters Score -654660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -654661.687500 Penalty: 4247.023926
	Iteration 20F: 3 clusters Score -654661.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -654662.250000 Penalty: 4247.023926
	Iteration 21Q: 3 clusters Score -654662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -654662.250000 Penalty: 4247.023926
	Iteration 22F: 3 clusters Score -654662.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Entering Unmasked Estep 
Score: -1139011.250000 Penalty: 2252.179932
	Iteration 0F: 2 clusters Score -1139011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1132128.750000 Penalty: 4504.359863
	Iteration 0F: 3 clusters Score -1132129 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1134025.750000 Penalty: 4504.359863
	Iteration 1F: 3 clusters Score -1134026 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1134297.875000 Penalty: 4504.359863
	Iteration 2F: 3 clusters Score -1134298 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1134486.625000 Penalty: 4504.359863
	Iteration 3Q: 3 clusters Score -1134487 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1134630.375000 Penalty: 4504.359863
	Iteration 4Q: 3 clusters Score -1134630 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1134749.000000 Penalty: 4504.359863
	Iteration 5Q: 3 clusters Score -1134749 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1134881.625000 Penalty: 4504.359863
	Iteration 6Q: 3 clusters Score -1134882 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1135015.875000 Penalty: 4504.359863
	Iteration 7Q: 3 clusters Score -1135016 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1135164.500000 Penalty: 4504.359863
	Iteration 8Q: 3 clusters Score -1135164 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1135314.375000 Penalty: 4504.359863
	Iteration 9Q: 3 clusters Score -1135314 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1135462.125000 Penalty: 4504.359863
	Iteration 10Q: 3 clusters Score -1135462 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1135638.250000 Penalty: 4504.359863
	Iteration 11Q: 3 clusters Score -1135638 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1135840.500000 Penalty: 4504.359863
	Iteration 12Q: 3 clusters Score -1135840 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1136006.000000 Penalty: 4504.359863
	Iteration 13Q: 3 clusters Score -1136006 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1136140.000000 Penalty: 4504.359863
	Iteration 14Q: 3 clusters Score -1136140 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1136257.125000 Penalty: 4504.359863
	Iteration 15Q: 3 clusters Score -1136257 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1136357.750000 Penalty: 4504.359863
	Iteration 16Q: 3 clusters Score -1136358 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1136441.875000 Penalty: 4504.359863
	Iteration 17Q: 3 clusters Score -1136442 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1136501.500000 Penalty: 4504.359863
	Iteration 18Q: 3 clusters Score -1136502 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1136566.375000 Penalty: 4504.359863
	Iteration 19Q: 3 clusters Score -1136566 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1136624.375000 Penalty: 4504.359863
	Iteration 20F: 3 clusters Score -1136624 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1136667.500000 Penalty: 4504.359863
	Iteration 21Q: 3 clusters Score -1136668 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1136709.750000 Penalty: 4504.359863
	Iteration 22Q: 3 clusters Score -1136710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1136755.375000 Penalty: 4504.359863
	Iteration 23Q: 3 clusters Score -1136755 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1136802.500000 Penalty: 4504.359863
	Iteration 24Q: 3 clusters Score -1136802 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1136845.500000 Penalty: 4504.359863
	Iteration 25Q: 3 clusters Score -1136846 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1136889.375000 Penalty: 4504.359863
	Iteration 26Q: 3 clusters Score -1136889 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1136925.000000 Penalty: 4504.359863
	Iteration 27Q: 3 clusters Score -1136925 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1136949.625000 Penalty: 4504.359863
	Iteration 28Q: 3 clusters Score -1136950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1136972.375000 Penalty: 4504.359863
	Iteration 29Q: 3 clusters Score -1136972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1136990.250000 Penalty: 4504.359863
	Iteration 30Q: 3 clusters Score -1136990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1137005.000000 Penalty: 4504.359863
	Iteration 31Q: 3 clusters Score -1137005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1137017.625000 Penalty: 4504.359863
	Iteration 32Q: 3 clusters Score -1137018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1137025.750000 Penalty: 4504.359863
	Iteration 33Q: 3 clusters Score -1137026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1137038.625000 Penalty: 4504.359863
	Iteration 34Q: 3 clusters Score -1137039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1137053.000000 Penalty: 4504.359863
	Iteration 35Q: 3 clusters Score -1137053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1137061.750000 Penalty: 4504.359863
	Iteration 36Q: 3 clusters Score -1137062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1137069.750000 Penalty: 4504.359863
	Iteration 37Q: 3 clusters Score -1137070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1137073.875000 Penalty: 4504.359863
	Iteration 38Q: 3 clusters Score -1137074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1137076.125000 Penalty: 4504.359863
	Iteration 39Q: 3 clusters Score -1137076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1137076.750000 Penalty: 4504.359863
	Iteration 40F: 3 clusters Score -1137077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1137079.875000 Penalty: 4504.359863
	Iteration 41Q: 3 clusters Score -1137080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1137083.500000 Penalty: 4504.359863
	Iteration 42Q: 3 clusters Score -1137084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1137085.500000 Penalty: 4504.359863
	Iteration 43Q: 3 clusters Score -1137086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1137086.625000 Penalty: 4504.359863
	Iteration 44Q: 3 clusters Score -1137087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1137089.000000 Penalty: 4504.359863
	Iteration 45Q: 3 clusters Score -1137089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1137091.750000 Penalty: 4504.359863
	Iteration 46Q: 3 clusters Score -1137092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1137095.125000 Penalty: 4504.359863
	Iteration 47Q: 3 clusters Score -1137095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1137098.875000 Penalty: 4504.359863
	Iteration 48Q: 3 clusters Score -1137099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1137100.500000 Penalty: 4504.359863
	Iteration 49Q: 3 clusters Score -1137100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1137101.875000 Penalty: 4504.359863
	Iteration 50Q: 3 clusters Score -1137102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1137101.875000 Penalty: 4504.359863
	Iteration 51F: 3 clusters Score -1137102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (77031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77031 members 
Entering Unmasked Estep 
Score: -9986123.000000 Penalty: 2790.487061
	Iteration 0F: 2 clusters Score -9986123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -9934359.000000 Penalty: 5580.974121
	Iteration 0F: 3 clusters Score -9934359 nChanged 36136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -9954584.000000 Penalty: 5580.974121
	Iteration 1F: 3 clusters Score -9954584 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -9955164.000000 Penalty: 5580.974121
	Iteration 2Q: 3 clusters Score -9955164 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -9955847.000000 Penalty: 5580.974121
	Iteration 3Q: 3 clusters Score -9955847 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -9956737.000000 Penalty: 5580.974121
	Iteration 4Q: 3 clusters Score -9956737 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -9958090.000000 Penalty: 5580.974121
	Iteration 5Q: 3 clusters Score -9958090 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -9960381.000000 Penalty: 5580.974121
	Iteration 6F: 3 clusters Score -9960381 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -9964456.000000 Penalty: 5580.974121
	Iteration 7F: 3 clusters Score -9964456 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -9970461.000000 Penalty: 5580.974121
	Iteration 8F: 3 clusters Score -9970461 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69991 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -9976705.000000 Penalty: 5580.974121
	Iteration 9F: 3 clusters Score -9976705 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74288 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -9980969.000000 Penalty: 5580.974121
	Iteration 10F: 3 clusters Score -9980969 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76078 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -9982732.000000 Penalty: 5580.974121
	Iteration 11Q: 3 clusters Score -9982732 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9983246.000000 Penalty: 5580.974121
	Iteration 12Q: 3 clusters Score -9983246 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76754 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9983459.000000 Penalty: 5580.974121
	Iteration 13Q: 3 clusters Score -9983459 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76797 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9983530.000000 Penalty: 5580.974121
	Iteration 14Q: 3 clusters Score -9983530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76818 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9983587.000000 Penalty: 5580.974121
	Iteration 15Q: 3 clusters Score -9983587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76827 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9983637.000000 Penalty: 5580.974121
	Iteration 16Q: 3 clusters Score -9983637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76833 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9983654.000000 Penalty: 5580.974121
	Iteration 17Q: 3 clusters Score -9983654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76834 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9983670.000000 Penalty: 5580.974121
	Iteration 18Q: 3 clusters Score -9983670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9983667.000000 Penalty: 5580.974121
	Iteration 19Q: 3 clusters Score -9983667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9983682.000000 Penalty: 5580.974121
	Iteration 20F: 3 clusters Score -9983682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76843 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9983691.000000 Penalty: 5580.974121
	Iteration 21Q: 3 clusters Score -9983691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76842 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9983690.000000 Penalty: 5580.974121
	Iteration 22Q: 3 clusters Score -9983690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76841 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9983695.000000 Penalty: 5580.974121
	Iteration 23Q: 3 clusters Score -9983695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9983695.000000 Penalty: 5580.974121
	Iteration 24Q: 3 clusters Score -9983695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9983695.000000 Penalty: 5580.974121
	Iteration 25F: 3 clusters Score -9983695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Entering Unmasked Estep 
Score: -2630922.750000 Penalty: 2462.587646
	Iteration 0F: 2 clusters Score -2630923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2616530.000000 Penalty: 4925.175293
	Iteration 0F: 3 clusters Score -2616530 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2621750.500000 Penalty: 4925.175293
	Iteration 1F: 3 clusters Score -2621750 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2622479.250000 Penalty: 4925.175293
	Iteration 2F: 3 clusters Score -2622479 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2623267.250000 Penalty: 4925.175293
	Iteration 3F: 3 clusters Score -2623267 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2623983.500000 Penalty: 4925.175293
	Iteration 4F: 3 clusters Score -2623984 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2624631.750000 Penalty: 4925.175293
	Iteration 5F: 3 clusters Score -2624632 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2625139.750000 Penalty: 4925.175293
	Iteration 6F: 3 clusters Score -2625140 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2625505.750000 Penalty: 4925.175293
	Iteration 7Q: 3 clusters Score -2625506 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2625775.250000 Penalty: 4925.175293
	Iteration 8Q: 3 clusters Score -2625775 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2625982.750000 Penalty: 4925.175293
	Iteration 9Q: 3 clusters Score -2625983 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2626146.750000 Penalty: 4925.175293
	Iteration 10Q: 3 clusters Score -2626147 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2626340.250000 Penalty: 4925.175293
	Iteration 11Q: 3 clusters Score -2626340 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2626495.750000 Penalty: 4925.175293
	Iteration 12Q: 3 clusters Score -2626496 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2626671.000000 Penalty: 4925.175293
	Iteration 13Q: 3 clusters Score -2626671 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2626848.000000 Penalty: 4925.175293
	Iteration 14Q: 3 clusters Score -2626848 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2627022.000000 Penalty: 4925.175293
	Iteration 15Q: 3 clusters Score -2627022 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2627217.250000 Penalty: 4925.175293
	Iteration 16Q: 3 clusters Score -2627217 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2627418.250000 Penalty: 4925.175293
	Iteration 17Q: 3 clusters Score -2627418 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2627644.500000 Penalty: 4925.175293
	Iteration 18Q: 3 clusters Score -2627644 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2627839.750000 Penalty: 4925.175293
	Iteration 19Q: 3 clusters Score -2627840 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2628038.250000 Penalty: 4925.175293
	Iteration 20F: 3 clusters Score -2628038 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2628200.000000 Penalty: 4925.175293
	Iteration 21Q: 3 clusters Score -2628200 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2628337.500000 Penalty: 4925.175293
	Iteration 22Q: 3 clusters Score -2628338 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2628441.000000 Penalty: 4925.175293
	Iteration 23Q: 3 clusters Score -2628441 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2628533.500000 Penalty: 4925.175293
	Iteration 24Q: 3 clusters Score -2628534 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2628620.250000 Penalty: 4925.175293
	Iteration 25Q: 3 clusters Score -2628620 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2628705.750000 Penalty: 4925.175293
	Iteration 26Q: 3 clusters Score -2628706 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2628783.250000 Penalty: 4925.175293
	Iteration 27Q: 3 clusters Score -2628783 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2628824.000000 Penalty: 4925.175293
	Iteration 28Q: 3 clusters Score -2628824 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2628866.500000 Penalty: 4925.175293
	Iteration 29Q: 3 clusters Score -2628866 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2628892.250000 Penalty: 4925.175293
	Iteration 30Q: 3 clusters Score -2628892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2628920.500000 Penalty: 4925.175293
	Iteration 31Q: 3 clusters Score -2628920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2628928.250000 Penalty: 4925.175293
	Iteration 32Q: 3 clusters Score -2628928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2628949.500000 Penalty: 4925.175293
	Iteration 33Q: 3 clusters Score -2628950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2628953.250000 Penalty: 4925.175293
	Iteration 34Q: 3 clusters Score -2628953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2628970.500000 Penalty: 4925.175293
	Iteration 35Q: 3 clusters Score -2628970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2628976.750000 Penalty: 4925.175293
	Iteration 36Q: 3 clusters Score -2628977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2628982.500000 Penalty: 4925.175293
	Iteration 37Q: 3 clusters Score -2628982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2628983.250000 Penalty: 4925.175293
	Iteration 38Q: 3 clusters Score -2628983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2628988.000000 Penalty: 4925.175293
	Iteration 39Q: 3 clusters Score -2628988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2628985.500000 Penalty: 4925.175293
	Iteration 40F: 3 clusters Score -2628986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2628986.500000 Penalty: 4925.175293
	Iteration 41Q: 3 clusters Score -2628986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2628987.250000 Penalty: 4925.175293
	Iteration 42Q: 3 clusters Score -2628987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2628990.000000 Penalty: 4925.175293
	Iteration 43Q: 3 clusters Score -2628990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2628992.750000 Penalty: 4925.175293
	Iteration 44Q: 3 clusters Score -2628993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2628992.750000 Penalty: 4925.175293
	Iteration 45F: 3 clusters Score -2628993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Entering Unmasked Estep 
Score: -1379856.375000 Penalty: 2318.069580
	Iteration 0F: 2 clusters Score -1379856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1371283.750000 Penalty: 4636.139160
	Iteration 0F: 3 clusters Score -1371284 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1373920.500000 Penalty: 4636.139160
	Iteration 1F: 3 clusters Score -1373920 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1374283.875000 Penalty: 4636.139160
	Iteration 2F: 3 clusters Score -1374284 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1374602.250000 Penalty: 4636.139160
	Iteration 3F: 3 clusters Score -1374602 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1374883.250000 Penalty: 4636.139160
	Iteration 4Q: 3 clusters Score -1374883 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1375202.000000 Penalty: 4636.139160
	Iteration 5Q: 3 clusters Score -1375202 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1375533.375000 Penalty: 4636.139160
	Iteration 6Q: 3 clusters Score -1375533 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1375974.875000 Penalty: 4636.139160
	Iteration 7Q: 3 clusters Score -1375975 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1376497.500000 Penalty: 4636.139160
	Iteration 8F: 3 clusters Score -1376498 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1376914.875000 Penalty: 4636.139160
	Iteration 9F: 3 clusters Score -1376915 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1377240.750000 Penalty: 4636.139160
	Iteration 10Q: 3 clusters Score -1377241 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1377564.000000 Penalty: 4636.139160
	Iteration 11Q: 3 clusters Score -1377564 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1377882.250000 Penalty: 4636.139160
	Iteration 12Q: 3 clusters Score -1377882 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1378126.000000 Penalty: 4636.139160
	Iteration 13Q: 3 clusters Score -1378126 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1378332.000000 Penalty: 4636.139160
	Iteration 14Q: 3 clusters Score -1378332 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1378469.375000 Penalty: 4636.139160
	Iteration 15Q: 3 clusters Score -1378469 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1378576.000000 Penalty: 4636.139160
	Iteration 16Q: 3 clusters Score -1378576 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1378646.875000 Penalty: 4636.139160
	Iteration 17Q: 3 clusters Score -1378647 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1378693.125000 Penalty: 4636.139160
	Iteration 18Q: 3 clusters Score -1378693 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1378727.250000 Penalty: 4636.139160
	Iteration 19Q: 3 clusters Score -1378727 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1378747.125000 Penalty: 4636.139160
	Iteration 20F: 3 clusters Score -1378747 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1378763.500000 Penalty: 4636.139160
	Iteration 21Q: 3 clusters Score -1378764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1378771.000000 Penalty: 4636.139160
	Iteration 22Q: 3 clusters Score -1378771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1378776.875000 Penalty: 4636.139160
	Iteration 23Q: 3 clusters Score -1378777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1378776.625000 Penalty: 4636.139160
	Iteration 24Q: 3 clusters Score -1378777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1378781.875000 Penalty: 4636.139160
	Iteration 25Q: 3 clusters Score -1378782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1378784.375000 Penalty: 4636.139160
	Iteration 26Q: 3 clusters Score -1378784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1378786.375000 Penalty: 4636.139160
	Iteration 27Q: 3 clusters Score -1378786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1378789.375000 Penalty: 4636.139160
	Iteration 28Q: 3 clusters Score -1378789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1378790.250000 Penalty: 4636.139160
	Iteration 29Q: 3 clusters Score -1378790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1378789.625000 Penalty: 4636.139160
	Iteration 30Q: 3 clusters Score -1378790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1378788.250000 Penalty: 4636.139160
	Iteration 31Q: 3 clusters Score -1378788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1378789.500000 Penalty: 4636.139160
	Iteration 32Q: 3 clusters Score -1378790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1378790.375000 Penalty: 4636.139160
	Iteration 33Q: 3 clusters Score -1378790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1378791.250000 Penalty: 4636.139160
	Iteration 34Q: 3 clusters Score -1378791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1378792.375000 Penalty: 4636.139160
	Iteration 35Q: 3 clusters Score -1378792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1378793.625000 Penalty: 4636.139160
	Iteration 36Q: 3 clusters Score -1378794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1378794.125000 Penalty: 4636.139160
	Iteration 37Q: 3 clusters Score -1378794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1378795.000000 Penalty: 4636.139160
	Iteration 38Q: 3 clusters Score -1378795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1378796.500000 Penalty: 4636.139160
	Iteration 39Q: 3 clusters Score -1378796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1378796.750000 Penalty: 4636.139160
	Iteration 40F: 3 clusters Score -1378797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1378800.250000 Penalty: 4636.139160
	Iteration 41Q: 3 clusters Score -1378800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1378799.000000 Penalty: 4636.139160
	Iteration 42Q: 3 clusters Score -1378799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1378804.250000 Penalty: 4636.139160
	Iteration 43Q: 3 clusters Score -1378804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1378808.000000 Penalty: 4636.139160
	Iteration 44Q: 3 clusters Score -1378808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1378817.750000 Penalty: 4636.139160
	Iteration 45Q: 3 clusters Score -1378818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1378827.500000 Penalty: 4636.139160
	Iteration 46Q: 3 clusters Score -1378828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1378835.250000 Penalty: 4636.139160
	Iteration 47Q: 3 clusters Score -1378835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1378846.250000 Penalty: 4636.139160
	Iteration 48Q: 3 clusters Score -1378846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1378857.750000 Penalty: 4636.139160
	Iteration 49Q: 3 clusters Score -1378858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1378867.250000 Penalty: 4636.139160
	Iteration 50Q: 3 clusters Score -1378867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1378876.125000 Penalty: 4636.139160
	Iteration 51Q: 3 clusters Score -1378876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1378881.250000 Penalty: 4636.139160
	Iteration 52Q: 3 clusters Score -1378881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1378882.125000 Penalty: 4636.139160
	Iteration 53Q: 3 clusters Score -1378882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1378884.500000 Penalty: 4636.139160
	Iteration 54Q: 3 clusters Score -1378884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1378888.250000 Penalty: 4636.139160
	Iteration 55Q: 3 clusters Score -1378888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1378892.625000 Penalty: 4636.139160
	Iteration 56Q: 3 clusters Score -1378893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1378892.375000 Penalty: 4636.139160
	Iteration 57Q: 3 clusters Score -1378892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1378894.500000 Penalty: 4636.139160
	Iteration 58Q: 3 clusters Score -1378894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1378897.125000 Penalty: 4636.139160
	Iteration 59Q: 3 clusters Score -1378897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1378900.375000 Penalty: 4636.139160
	Iteration 60F: 3 clusters Score -1378900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1378906.125000 Penalty: 4636.139160
	Iteration 61Q: 3 clusters Score -1378906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1378907.875000 Penalty: 4636.139160
	Iteration 62Q: 3 clusters Score -1378908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1378910.625000 Penalty: 4636.139160
	Iteration 63Q: 3 clusters Score -1378911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1378910.375000 Penalty: 4636.139160
	Iteration 64Q: 3 clusters Score -1378910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1378911.875000 Penalty: 4636.139160
	Iteration 65Q: 3 clusters Score -1378912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1378911.375000 Penalty: 4636.139160
	Iteration 66Q: 3 clusters Score -1378911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1378911.625000 Penalty: 4636.139160
	Iteration 67Q: 3 clusters Score -1378912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1378913.875000 Penalty: 4636.139160
	Iteration 68Q: 3 clusters Score -1378914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1378914.500000 Penalty: 4636.139160
	Iteration 69Q: 3 clusters Score -1378914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1378914.625000 Penalty: 4636.139160
	Iteration 70Q: 3 clusters Score -1378915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1378914.625000 Penalty: 4636.139160
	Iteration 71F: 3 clusters Score -1378915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Entering Unmasked Estep 
Score: -1010907.312500 Penalty: 2232.119873
	Iteration 0F: 2 clusters Score -1010907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1004354.250000 Penalty: 4464.239746
	Iteration 0F: 3 clusters Score -1004354 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1006214.375000 Penalty: 4464.239746
	Iteration 1F: 3 clusters Score -1006214 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1006522.000000 Penalty: 4464.239746
	Iteration 2F: 3 clusters Score -1006522 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1006769.687500 Penalty: 4464.239746
	Iteration 3F: 3 clusters Score -1006770 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1006996.750000 Penalty: 4464.239746
	Iteration 4F: 3 clusters Score -1006997 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1007209.312500 Penalty: 4464.239746
	Iteration 5Q: 3 clusters Score -1007209 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1007473.125000 Penalty: 4464.239746
	Iteration 6Q: 3 clusters Score -1007473 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1007778.562500 Penalty: 4464.239746
	Iteration 7F: 3 clusters Score -1007779 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1008066.937500 Penalty: 4464.239746
	Iteration 8F: 3 clusters Score -1008067 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1008302.500000 Penalty: 4464.239746
	Iteration 9Q: 3 clusters Score -1008302 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1008494.062500 Penalty: 4464.239746
	Iteration 10Q: 3 clusters Score -1008494 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1008644.750000 Penalty: 4464.239746
	Iteration 11Q: 3 clusters Score -1008645 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1008762.250000 Penalty: 4464.239746
	Iteration 12Q: 3 clusters Score -1008762 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1008841.062500 Penalty: 4464.239746
	Iteration 13Q: 3 clusters Score -1008841 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1008900.937500 Penalty: 4464.239746
	Iteration 14Q: 3 clusters Score -1008901 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1008933.812500 Penalty: 4464.239746
	Iteration 15Q: 3 clusters Score -1008934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1008952.625000 Penalty: 4464.239746
	Iteration 16Q: 3 clusters Score -1008953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1008965.750000 Penalty: 4464.239746
	Iteration 17Q: 3 clusters Score -1008966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1008972.500000 Penalty: 4464.239746
	Iteration 18Q: 3 clusters Score -1008972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1008977.812500 Penalty: 4464.239746
	Iteration 19Q: 3 clusters Score -1008978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1008980.687500 Penalty: 4464.239746
	Iteration 20F: 3 clusters Score -1008981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1008984.437500 Penalty: 4464.239746
	Iteration 21Q: 3 clusters Score -1008984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1008986.687500 Penalty: 4464.239746
	Iteration 22Q: 3 clusters Score -1008987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1008989.250000 Penalty: 4464.239746
	Iteration 23Q: 3 clusters Score -1008989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1008991.312500 Penalty: 4464.239746
	Iteration 24Q: 3 clusters Score -1008991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1008994.437500 Penalty: 4464.239746
	Iteration 25Q: 3 clusters Score -1008994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1008996.500000 Penalty: 4464.239746
	Iteration 26Q: 3 clusters Score -1008996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1008995.187500 Penalty: 4464.239746
	Iteration 27Q: 3 clusters Score -1008995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1008996.062500 Penalty: 4464.239746
	Iteration 28Q: 3 clusters Score -1008996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1008996.250000 Penalty: 4464.239746
	Iteration 29Q: 3 clusters Score -1008996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1008997.125000 Penalty: 4464.239746
	Iteration 30Q: 3 clusters Score -1008997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1008997.250000 Penalty: 4464.239746
	Iteration 31Q: 3 clusters Score -1008997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1008997.312500 Penalty: 4464.239746
	Iteration 32Q: 3 clusters Score -1008997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1008997.875000 Penalty: 4464.239746
	Iteration 33Q: 3 clusters Score -1008998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1008997.875000 Penalty: 4464.239746
	Iteration 34F: 3 clusters Score -1008998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -93727.710938 Penalty: 1687.819214
	Iteration 0F: 2 clusters Score -93727.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92168.718750 Penalty: 3375.638428
	Iteration 0F: 3 clusters Score -92168.72 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -93377.476562 Penalty: 3375.638428
	Iteration 1F: 3 clusters Score -93377.48 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -94865.546875 Penalty: 3375.638428
	Iteration 2F: 3 clusters Score -94865.55 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -95637.351562 Penalty: 3375.638428
	Iteration 3F: 3 clusters Score -95637.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -95794.468750 Penalty: 3375.638428
	Iteration 4Q: 3 clusters Score -95794.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -95840.171875 Penalty: 3375.638428
	Iteration 5Q: 3 clusters Score -95840.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -95868.851562 Penalty: 3375.638428
	Iteration 6Q: 3 clusters Score -95868.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -95952.617188 Penalty: 3375.638428
	Iteration 7Q: 3 clusters Score -95952.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -95991.367188 Penalty: 3375.638428
	Iteration 8Q: 3 clusters Score -95991.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -96038.343750 Penalty: 3375.638428
	Iteration 9Q: 3 clusters Score -96038.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -96042.062500 Penalty: 3375.638428
	Iteration 10Q: 3 clusters Score -96042.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -96044.828125 Penalty: 3375.638428
	Iteration 11Q: 3 clusters Score -96044.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -96046.554688 Penalty: 3375.638428
	Iteration 12Q: 3 clusters Score -96046.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -96046.554688 Penalty: 3375.638428
	Iteration 13F: 3 clusters Score -96046.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10034 members 
Mstep: Class 3 contains 6113 members 
Mstep: Class 4 contains 16430 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9500 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17756 members 
Mstep: Class 10 contains 172103 members 
Mstep: Class 11 contains 11670 members 
Mstep: Class 12 contains 176008 members 
Mstep: Class 13 contains 66017 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5976 members 
Mstep: Class 17 contains 131609 members 
Mstep: Class 18 contains 98276 members 
Mstep: Class 19 contains 15893 members 
Mstep: Class 20 contains 89869 members 
Mstep: Class 21 contains 73169 members 
Mstep: Class 22 contains 15089 members 
Mstep: Class 23 contains 716 members 
Mstep: Class 24 contains 5020 members 
Mstep: Class 25 contains 12808 members 
Mstep: Class 26 contains 24845 members 
Mstep: Class 27 contains 47869 members 
Mstep: Class 28 contains 18787 members 
Mstep: Class 29 contains 6335 members 
Mstep: Class 30 contains 5232 members 
Mstep: Class 31 contains 8790 members 
Mstep: Class 32 contains 77031 members 
Mstep: Class 33 contains 20533 members 
Mstep: Class 34 contains 11465 members 
Mstep: Class 35 contains 8107 members 
Mstep: Class 36 contains 265 members 
Mstep: Class 37 contains 10132 members 
Mstep: Class 38 contains 10103 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 13355 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 638 members 
Entering Unmasked Estep 
Score: -150943872.000000 Penalty: 145916.250000
Splitting cluster 36 changes total score from -150942688.000000 to -150943872.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 37 (10132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Entering Unmasked Estep 
Score: -1324031.375000 Penalty: 2287.416748
	Iteration 0F: 2 clusters Score -1324031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1316259.250000 Penalty: 4574.833496
	Iteration 0F: 3 clusters Score -1316259 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1318493.750000 Penalty: 4574.833496
	Iteration 1F: 3 clusters Score -1318494 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1318927.250000 Penalty: 4574.833496
	Iteration 2F: 3 clusters Score -1318927 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1319368.375000 Penalty: 4574.833496
	Iteration 3F: 3 clusters Score -1319368 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1319892.500000 Penalty: 4574.833496
	Iteration 4F: 3 clusters Score -1319892 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1320476.375000 Penalty: 4574.833496
	Iteration 5F: 3 clusters Score -1320476 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1320972.500000 Penalty: 4574.833496
	Iteration 6F: 3 clusters Score -1320972 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1321365.375000 Penalty: 4574.833496
	Iteration 7F: 3 clusters Score -1321365 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1321631.625000 Penalty: 4574.833496
	Iteration 8Q: 3 clusters Score -1321632 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1321811.375000 Penalty: 4574.833496
	Iteration 9Q: 3 clusters Score -1321811 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1321937.750000 Penalty: 4574.833496
	Iteration 10Q: 3 clusters Score -1321938 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1322023.125000 Penalty: 4574.833496
	Iteration 11Q: 3 clusters Score -1322023 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1322102.375000 Penalty: 4574.833496
	Iteration 12Q: 3 clusters Score -1322102 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1322172.250000 Penalty: 4574.833496
	Iteration 13Q: 3 clusters Score -1322172 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1322228.625000 Penalty: 4574.833496
	Iteration 14Q: 3 clusters Score -1322229 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1322277.125000 Penalty: 4574.833496
	Iteration 15Q: 3 clusters Score -1322277 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1322317.375000 Penalty: 4574.833496
	Iteration 16Q: 3 clusters Score -1322317 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1322347.625000 Penalty: 4574.833496
	Iteration 17Q: 3 clusters Score -1322348 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1322390.000000 Penalty: 4574.833496
	Iteration 18Q: 3 clusters Score -1322390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1322414.375000 Penalty: 4574.833496
	Iteration 19Q: 3 clusters Score -1322414 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1322437.875000 Penalty: 4574.833496
	Iteration 20F: 3 clusters Score -1322438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1322455.500000 Penalty: 4574.833496
	Iteration 21Q: 3 clusters Score -1322456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1322474.750000 Penalty: 4574.833496
	Iteration 22Q: 3 clusters Score -1322475 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1322497.250000 Penalty: 4574.833496
	Iteration 23Q: 3 clusters Score -1322497 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1322513.500000 Penalty: 4574.833496
	Iteration 24Q: 3 clusters Score -1322514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1322523.000000 Penalty: 4574.833496
	Iteration 25Q: 3 clusters Score -1322523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1322529.875000 Penalty: 4574.833496
	Iteration 26Q: 3 clusters Score -1322530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1322537.750000 Penalty: 4574.833496
	Iteration 27Q: 3 clusters Score -1322538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1322545.000000 Penalty: 4574.833496
	Iteration 28Q: 3 clusters Score -1322545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1322555.250000 Penalty: 4574.833496
	Iteration 29Q: 3 clusters Score -1322555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1322562.125000 Penalty: 4574.833496
	Iteration 30Q: 3 clusters Score -1322562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1322577.000000 Penalty: 4574.833496
	Iteration 31Q: 3 clusters Score -1322577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1322584.125000 Penalty: 4574.833496
	Iteration 32Q: 3 clusters Score -1322584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1322587.250000 Penalty: 4574.833496
	Iteration 33Q: 3 clusters Score -1322587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1322590.875000 Penalty: 4574.833496
	Iteration 34Q: 3 clusters Score -1322591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1322596.000000 Penalty: 4574.833496
	Iteration 35Q: 3 clusters Score -1322596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1322598.750000 Penalty: 4574.833496
	Iteration 36Q: 3 clusters Score -1322599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1322604.750000 Penalty: 4574.833496
	Iteration 37Q: 3 clusters Score -1322605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1322607.125000 Penalty: 4574.833496
	Iteration 38Q: 3 clusters Score -1322607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1322606.125000 Penalty: 4574.833496
	Iteration 39Q: 3 clusters Score -1322606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1322609.000000 Penalty: 4574.833496
	Iteration 40F: 3 clusters Score -1322609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1322610.500000 Penalty: 4574.833496
	Iteration 41Q: 3 clusters Score -1322610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1322610.375000 Penalty: 4574.833496
	Iteration 42Q: 3 clusters Score -1322610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1322610.375000 Penalty: 4574.833496
	Iteration 43F: 3 clusters Score -1322610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Entering Unmasked Estep 
Score: -1134687.875000 Penalty: 2286.705811
	Iteration 0F: 2 clusters Score -1134688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1127055.375000 Penalty: 4573.411621
	Iteration 0F: 3 clusters Score -1127055 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1129997.500000 Penalty: 4573.411621
	Iteration 1F: 3 clusters Score -1129998 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1131099.000000 Penalty: 4573.411621
	Iteration 2F: 3 clusters Score -1131099 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1131912.875000 Penalty: 4573.411621
	Iteration 3F: 3 clusters Score -1131913 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1132424.750000 Penalty: 4573.411621
	Iteration 4F: 3 clusters Score -1132425 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1132802.875000 Penalty: 4573.411621
	Iteration 5F: 3 clusters Score -1132803 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1133114.375000 Penalty: 4573.411621
	Iteration 6Q: 3 clusters Score -1133114 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1133375.750000 Penalty: 4573.411621
	Iteration 7Q: 3 clusters Score -1133376 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1133572.625000 Penalty: 4573.411621
	Iteration 8Q: 3 clusters Score -1133573 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1133728.625000 Penalty: 4573.411621
	Iteration 9Q: 3 clusters Score -1133729 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1133849.625000 Penalty: 4573.411621
	Iteration 10Q: 3 clusters Score -1133850 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1133936.625000 Penalty: 4573.411621
	Iteration 11Q: 3 clusters Score -1133937 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1134000.125000 Penalty: 4573.411621
	Iteration 12Q: 3 clusters Score -1134000 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1134040.875000 Penalty: 4573.411621
	Iteration 13Q: 3 clusters Score -1134041 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1134075.250000 Penalty: 4573.411621
	Iteration 14Q: 3 clusters Score -1134075 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1134104.375000 Penalty: 4573.411621
	Iteration 15Q: 3 clusters Score -1134104 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1134123.000000 Penalty: 4573.411621
	Iteration 16Q: 3 clusters Score -1134123 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1134137.250000 Penalty: 4573.411621
	Iteration 17Q: 3 clusters Score -1134137 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1134153.500000 Penalty: 4573.411621
	Iteration 18Q: 3 clusters Score -1134154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1134169.000000 Penalty: 4573.411621
	Iteration 19Q: 3 clusters Score -1134169 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1134183.625000 Penalty: 4573.411621
	Iteration 20F: 3 clusters Score -1134184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1134203.375000 Penalty: 4573.411621
	Iteration 21Q: 3 clusters Score -1134203 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1134218.250000 Penalty: 4573.411621
	Iteration 22Q: 3 clusters Score -1134218 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1134243.625000 Penalty: 4573.411621
	Iteration 23Q: 3 clusters Score -1134244 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1134259.375000 Penalty: 4573.411621
	Iteration 24Q: 3 clusters Score -1134259 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1134274.375000 Penalty: 4573.411621
	Iteration 25Q: 3 clusters Score -1134274 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1134289.875000 Penalty: 4573.411621
	Iteration 26Q: 3 clusters Score -1134290 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1134313.750000 Penalty: 4573.411621
	Iteration 27Q: 3 clusters Score -1134314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1134324.125000 Penalty: 4573.411621
	Iteration 28Q: 3 clusters Score -1134324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1134335.000000 Penalty: 4573.411621
	Iteration 29Q: 3 clusters Score -1134335 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1134342.625000 Penalty: 4573.411621
	Iteration 30Q: 3 clusters Score -1134343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1134344.000000 Penalty: 4573.411621
	Iteration 31Q: 3 clusters Score -1134344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1134345.750000 Penalty: 4573.411621
	Iteration 32Q: 3 clusters Score -1134346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1134346.750000 Penalty: 4573.411621
	Iteration 33Q: 3 clusters Score -1134347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1134354.625000 Penalty: 4573.411621
	Iteration 34Q: 3 clusters Score -1134355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1134357.250000 Penalty: 4573.411621
	Iteration 35Q: 3 clusters Score -1134357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1134363.250000 Penalty: 4573.411621
	Iteration 36Q: 3 clusters Score -1134363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1134363.500000 Penalty: 4573.411621
	Iteration 37Q: 3 clusters Score -1134364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1134363.375000 Penalty: 4573.411621
	Iteration 38Q: 3 clusters Score -1134363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1134361.250000 Penalty: 4573.411621
	Iteration 39Q: 3 clusters Score -1134361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1134362.625000 Penalty: 4573.411621
	Iteration 40F: 3 clusters Score -1134363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1134361.625000 Penalty: 4573.411621
	Iteration 41Q: 3 clusters Score -1134362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1134361.125000 Penalty: 4573.411621
	Iteration 42Q: 3 clusters Score -1134361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1134364.000000 Penalty: 4573.411621
	Iteration 43Q: 3 clusters Score -1134364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1134362.375000 Penalty: 4573.411621
	Iteration 44Q: 3 clusters Score -1134362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1134362.375000 Penalty: 4573.411621
	Iteration 45F: 3 clusters Score -1134362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -28840.078125 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -28840.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27602.351562 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -27602.35 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27775.910156 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -27775.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27896.722656 Penalty: 2850.116943
	Iteration 2F: 3 clusters Score -27896.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27954.550781 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -27954.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27975.869141 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -27975.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27986.132812 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -27986.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27986.132812 Penalty: 2850.116943
	Iteration 6F: 3 clusters Score -27986.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (13355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Entering Unmasked Estep 
Score: -1685858.250000 Penalty: 2355.912354
	Iteration 0F: 2 clusters Score -1685858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1676063.625000 Penalty: 4711.824707
	Iteration 0F: 3 clusters Score -1676064 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1679219.500000 Penalty: 4711.824707
	Iteration 1F: 3 clusters Score -1679220 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1679746.250000 Penalty: 4711.824707
	Iteration 2F: 3 clusters Score -1679746 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1680326.750000 Penalty: 4711.824707
	Iteration 3F: 3 clusters Score -1680327 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1680969.625000 Penalty: 4711.824707
	Iteration 4F: 3 clusters Score -1680970 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1681627.375000 Penalty: 4711.824707
	Iteration 5F: 3 clusters Score -1681627 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1682215.750000 Penalty: 4711.824707
	Iteration 6F: 3 clusters Score -1682216 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1682642.500000 Penalty: 4711.824707
	Iteration 7F: 3 clusters Score -1682642 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1682908.250000 Penalty: 4711.824707
	Iteration 8Q: 3 clusters Score -1682908 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1683101.375000 Penalty: 4711.824707
	Iteration 9Q: 3 clusters Score -1683101 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1683248.250000 Penalty: 4711.824707
	Iteration 10Q: 3 clusters Score -1683248 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1683353.750000 Penalty: 4711.824707
	Iteration 11Q: 3 clusters Score -1683354 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1683410.625000 Penalty: 4711.824707
	Iteration 12Q: 3 clusters Score -1683411 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1683441.875000 Penalty: 4711.824707
	Iteration 13Q: 3 clusters Score -1683442 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1683476.125000 Penalty: 4711.824707
	Iteration 14Q: 3 clusters Score -1683476 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1683491.375000 Penalty: 4711.824707
	Iteration 15Q: 3 clusters Score -1683491 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1683508.125000 Penalty: 4711.824707
	Iteration 16Q: 3 clusters Score -1683508 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1683525.875000 Penalty: 4711.824707
	Iteration 17Q: 3 clusters Score -1683526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1683554.500000 Penalty: 4711.824707
	Iteration 18Q: 3 clusters Score -1683554 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1683586.625000 Penalty: 4711.824707
	Iteration 19Q: 3 clusters Score -1683587 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1683618.375000 Penalty: 4711.824707
	Iteration 20F: 3 clusters Score -1683618 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1683655.125000 Penalty: 4711.824707
	Iteration 21Q: 3 clusters Score -1683655 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1683688.000000 Penalty: 4711.824707
	Iteration 22Q: 3 clusters Score -1683688 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1683716.875000 Penalty: 4711.824707
	Iteration 23Q: 3 clusters Score -1683717 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1683741.250000 Penalty: 4711.824707
	Iteration 24Q: 3 clusters Score -1683741 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1683761.750000 Penalty: 4711.824707
	Iteration 25Q: 3 clusters Score -1683762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1683781.375000 Penalty: 4711.824707
	Iteration 26Q: 3 clusters Score -1683781 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1683804.125000 Penalty: 4711.824707
	Iteration 27Q: 3 clusters Score -1683804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1683822.375000 Penalty: 4711.824707
	Iteration 28Q: 3 clusters Score -1683822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1683841.375000 Penalty: 4711.824707
	Iteration 29Q: 3 clusters Score -1683841 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1683859.500000 Penalty: 4711.824707
	Iteration 30Q: 3 clusters Score -1683860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1683870.250000 Penalty: 4711.824707
	Iteration 31Q: 3 clusters Score -1683870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1683887.000000 Penalty: 4711.824707
	Iteration 32Q: 3 clusters Score -1683887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1683894.875000 Penalty: 4711.824707
	Iteration 33Q: 3 clusters Score -1683895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1683903.000000 Penalty: 4711.824707
	Iteration 34Q: 3 clusters Score -1683903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1683908.875000 Penalty: 4711.824707
	Iteration 35Q: 3 clusters Score -1683909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1683913.875000 Penalty: 4711.824707
	Iteration 36Q: 3 clusters Score -1683914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1683917.625000 Penalty: 4711.824707
	Iteration 37Q: 3 clusters Score -1683918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1683916.500000 Penalty: 4711.824707
	Iteration 38Q: 3 clusters Score -1683916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1683915.625000 Penalty: 4711.824707
	Iteration 39Q: 3 clusters Score -1683916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1683917.875000 Penalty: 4711.824707
	Iteration 40F: 3 clusters Score -1683918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1683915.875000 Penalty: 4711.824707
	Iteration 41Q: 3 clusters Score -1683916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1683916.625000 Penalty: 4711.824707
	Iteration 42Q: 3 clusters Score -1683917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1683918.500000 Penalty: 4711.824707
	Iteration 43Q: 3 clusters Score -1683918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1683921.000000 Penalty: 4711.824707
	Iteration 44Q: 3 clusters Score -1683921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1683920.125000 Penalty: 4711.824707
	Iteration 45Q: 3 clusters Score -1683920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1683920.125000 Penalty: 4711.824707
	Iteration 46F: 3 clusters Score -1683920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10034 members 
Mstep: Class 3 contains 6113 members 
Mstep: Class 4 contains 16430 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9500 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 17756 members 
Mstep: Class 10 contains 172103 members 
Mstep: Class 11 contains 11670 members 
Mstep: Class 12 contains 176008 members 
Mstep: Class 13 contains 66017 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5976 members 
Mstep: Class 17 contains 131609 members 
Mstep: Class 18 contains 98276 members 
Mstep: Class 19 contains 15893 members 
Mstep: Class 20 contains 89869 members 
Mstep: Class 21 contains 73169 members 
Mstep: Class 22 contains 15089 members 
Mstep: Class 23 contains 716 members 
Mstep: Class 24 contains 5020 members 
Mstep: Class 25 contains 12808 members 
Mstep: Class 26 contains 24845 members 
Mstep: Class 27 contains 47869 members 
Mstep: Class 28 contains 18787 members 
Mstep: Class 29 contains 6335 members 
Mstep: Class 30 contains 5232 members 
Mstep: Class 31 contains 8790 members 
Mstep: Class 32 contains 77031 members 
Mstep: Class 33 contains 20533 members 
Mstep: Class 34 contains 11465 members 
Mstep: Class 35 contains 8107 members 
Mstep: Class 36 contains 265 members 
Mstep: Class 37 contains 10132 members 
Mstep: Class 38 contains 10103 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 13355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150943888.000000 Penalty: 145916.250000
Iteration 119Q: 43 clusters Score -1.509439e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10035 members 
Mstep: Class 3 contains 6115 members 
Mstep: Class 4 contains 16441 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9500 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 659 members 
Mstep: Class 9 contains 17757 members 
Mstep: Class 10 contains 172097 members 
Mstep: Class 11 contains 11669 members 
Mstep: Class 12 contains 176005 members 
Mstep: Class 13 contains 65988 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 5991 members 
Mstep: Class 17 contains 131603 members 
Mstep: Class 18 contains 98275 members 
Mstep: Class 19 contains 15880 members 
Mstep: Class 20 contains 89850 members 
Mstep: Class 21 contains 73171 members 
Mstep: Class 22 contains 15089 members 
Mstep: Class 23 contains 718 members 
Mstep: Class 24 contains 5020 members 
Mstep: Class 25 contains 12806 members 
Mstep: Class 26 contains 24846 members 
Mstep: Class 27 contains 47866 members 
Mstep: Class 28 contains 18769 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 5231 members 
Mstep: Class 31 contains 8790 members 
Mstep: Class 32 contains 77070 members 
Mstep: Class 33 contains 20553 members 
Mstep: Class 34 contains 11468 members 
Mstep: Class 35 contains 8106 members 
Mstep: Class 36 contains 265 members 
Mstep: Class 37 contains 10141 members 
Mstep: Class 38 contains 10094 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 13354 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150945648.000000 Penalty: 145916.250000
Iteration 120F: 43 clusters Score -1.509456e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10033 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 16456 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9499 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 652 members 
Mstep: Class 9 contains 17757 members 
Mstep: Class 10 contains 172093 members 
Mstep: Class 11 contains 11672 members 
Mstep: Class 12 contains 176002 members 
Mstep: Class 13 contains 65954 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6005 members 
Mstep: Class 17 contains 131600 members 
Mstep: Class 18 contains 98276 members 
Mstep: Class 19 contains 15862 members 
Mstep: Class 20 contains 89825 members 
Mstep: Class 21 contains 73174 members 
Mstep: Class 22 contains 15089 members 
Mstep: Class 23 contains 718 members 
Mstep: Class 24 contains 5020 members 
Mstep: Class 25 contains 12806 members 
Mstep: Class 26 contains 24847 members 
Mstep: Class 27 contains 47865 members 
Mstep: Class 28 contains 18759 members 
Mstep: Class 29 contains 6336 members 
Mstep: Class 30 contains 5229 members 
Mstep: Class 31 contains 8790 members 
Mstep: Class 32 contains 77119 members 
Mstep: Class 33 contains 20568 members 
Mstep: Class 34 contains 11468 members 
Mstep: Class 35 contains 8112 members 
Mstep: Class 36 contains 269 members 
Mstep: Class 37 contains 10148 members 
Mstep: Class 38 contains 10091 members 
Mstep: Class 39 contains 336 members 
Mstep: Class 40 contains 13353 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946176.000000 Penalty: 145916.250000
Iteration 121Q: 43 clusters Score -1.509462e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10032 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 16464 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9501 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17757 members 
Mstep: Class 10 contains 172083 members 
Mstep: Class 11 contains 11675 members 
Mstep: Class 12 contains 176002 members 
Mstep: Class 13 contains 65917 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6014 members 
Mstep: Class 17 contains 131590 members 
Mstep: Class 18 contains 98277 members 
Mstep: Class 19 contains 15838 members 
Mstep: Class 20 contains 89826 members 
Mstep: Class 21 contains 73171 members 
Mstep: Class 22 contains 15090 members 
Mstep: Class 23 contains 720 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 12801 members 
Mstep: Class 26 contains 24846 members 
Mstep: Class 27 contains 47882 members 
Mstep: Class 28 contains 18746 members 
Mstep: Class 29 contains 6335 members 
Mstep: Class 30 contains 5228 members 
Mstep: Class 31 contains 8790 members 
Mstep: Class 32 contains 77168 members 
Mstep: Class 33 contains 20581 members 
Mstep: Class 34 contains 11470 members 
Mstep: Class 35 contains 8116 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10153 members 
Mstep: Class 38 contains 10083 members 
Mstep: Class 39 contains 335 members 
Mstep: Class 40 contains 13352 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946224.000000 Penalty: 145916.250000
Iteration 122Q: 43 clusters Score -1.509462e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10032 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 16473 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9501 members 
Mstep: Class 7 contains 7352 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17757 members 
Mstep: Class 10 contains 172079 members 
Mstep: Class 11 contains 11676 members 
Mstep: Class 12 contains 175992 members 
Mstep: Class 13 contains 65901 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6031 members 
Mstep: Class 17 contains 131590 members 
Mstep: Class 18 contains 98278 members 
Mstep: Class 19 contains 15817 members 
Mstep: Class 20 contains 89808 members 
Mstep: Class 21 contains 73173 members 
Mstep: Class 22 contains 15093 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 5018 members 
Mstep: Class 25 contains 12800 members 
Mstep: Class 26 contains 24846 members 
Mstep: Class 27 contains 47889 members 
Mstep: Class 28 contains 18740 members 
Mstep: Class 29 contains 6331 members 
Mstep: Class 30 contains 5227 members 
Mstep: Class 31 contains 8790 members 
Mstep: Class 32 contains 77199 members 
Mstep: Class 33 contains 20592 members 
Mstep: Class 34 contains 11468 members 
Mstep: Class 35 contains 8117 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10161 members 
Mstep: Class 38 contains 10079 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 13352 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946304.000000 Penalty: 145916.250000
Iteration 123Q: 43 clusters Score -1.509463e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10031 members 
Mstep: Class 3 contains 6118 members 
Mstep: Class 4 contains 16476 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9501 members 
Mstep: Class 7 contains 7353 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17758 members 
Mstep: Class 10 contains 172075 members 
Mstep: Class 11 contains 11679 members 
Mstep: Class 12 contains 175989 members 
Mstep: Class 13 contains 65882 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6043 members 
Mstep: Class 17 contains 131585 members 
Mstep: Class 18 contains 98279 members 
Mstep: Class 19 contains 15803 members 
Mstep: Class 20 contains 89799 members 
Mstep: Class 21 contains 73173 members 
Mstep: Class 22 contains 15094 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 5017 members 
Mstep: Class 25 contains 12799 members 
Mstep: Class 26 contains 24846 members 
Mstep: Class 27 contains 47893 members 
Mstep: Class 28 contains 18736 members 
Mstep: Class 29 contains 6327 members 
Mstep: Class 30 contains 5224 members 
Mstep: Class 31 contains 8790 members 
Mstep: Class 32 contains 77230 members 
Mstep: Class 33 contains 20596 members 
Mstep: Class 34 contains 11468 members 
Mstep: Class 35 contains 8119 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10167 members 
Mstep: Class 38 contains 10075 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 13354 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946176.000000 Penalty: 145916.250000
Iteration 124Q: 43 clusters Score -1.509462e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10028 members 
Mstep: Class 3 contains 6119 members 
Mstep: Class 4 contains 16485 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9500 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17754 members 
Mstep: Class 10 contains 172073 members 
Mstep: Class 11 contains 11686 members 
Mstep: Class 12 contains 175985 members 
Mstep: Class 13 contains 65867 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6055 members 
Mstep: Class 17 contains 131577 members 
Mstep: Class 18 contains 98281 members 
Mstep: Class 19 contains 15788 members 
Mstep: Class 20 contains 89790 members 
Mstep: Class 21 contains 73171 members 
Mstep: Class 22 contains 15095 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 5018 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 24846 members 
Mstep: Class 27 contains 47895 members 
Mstep: Class 28 contains 18727 members 
Mstep: Class 29 contains 6327 members 
Mstep: Class 30 contains 5223 members 
Mstep: Class 31 contains 8791 members 
Mstep: Class 32 contains 77251 members 
Mstep: Class 33 contains 20605 members 
Mstep: Class 34 contains 11467 members 
Mstep: Class 35 contains 8121 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10172 members 
Mstep: Class 38 contains 10071 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 13353 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946192.000000 Penalty: 145916.250000
Iteration 125Q: 43 clusters Score -1.509462e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10027 members 
Mstep: Class 3 contains 6119 members 
Mstep: Class 4 contains 16491 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9499 members 
Mstep: Class 7 contains 7356 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17751 members 
Mstep: Class 10 contains 172074 members 
Mstep: Class 11 contains 11691 members 
Mstep: Class 12 contains 175984 members 
Mstep: Class 13 contains 65855 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6074 members 
Mstep: Class 17 contains 131569 members 
Mstep: Class 18 contains 98283 members 
Mstep: Class 19 contains 15785 members 
Mstep: Class 20 contains 89778 members 
Mstep: Class 21 contains 73168 members 
Mstep: Class 22 contains 15095 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 5018 members 
Mstep: Class 25 contains 12804 members 
Mstep: Class 26 contains 24846 members 
Mstep: Class 27 contains 47896 members 
Mstep: Class 28 contains 18719 members 
Mstep: Class 29 contains 6324 members 
Mstep: Class 30 contains 5224 members 
Mstep: Class 31 contains 8793 members 
Mstep: Class 32 contains 77270 members 
Mstep: Class 33 contains 20606 members 
Mstep: Class 34 contains 11465 members 
Mstep: Class 35 contains 8122 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10174 members 
Mstep: Class 38 contains 10066 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 13353 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946128.000000 Penalty: 145916.250000
Iteration 126Q: 43 clusters Score -1.509461e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10022 members 
Mstep: Class 3 contains 6118 members 
Mstep: Class 4 contains 16497 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9499 members 
Mstep: Class 7 contains 7357 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17750 members 
Mstep: Class 10 contains 172067 members 
Mstep: Class 11 contains 11695 members 
Mstep: Class 12 contains 175986 members 
Mstep: Class 13 contains 65840 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6092 members 
Mstep: Class 17 contains 131558 members 
Mstep: Class 18 contains 98283 members 
Mstep: Class 19 contains 15781 members 
Mstep: Class 20 contains 89780 members 
Mstep: Class 21 contains 73162 members 
Mstep: Class 22 contains 15095 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 12805 members 
Mstep: Class 26 contains 24844 members 
Mstep: Class 27 contains 47899 members 
Mstep: Class 28 contains 18709 members 
Mstep: Class 29 contains 6326 members 
Mstep: Class 30 contains 5222 members 
Mstep: Class 31 contains 8795 members 
Mstep: Class 32 contains 77289 members 
Mstep: Class 33 contains 20612 members 
Mstep: Class 34 contains 11464 members 
Mstep: Class 35 contains 8125 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10177 members 
Mstep: Class 38 contains 10059 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 13352 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946240.000000 Penalty: 145916.250000
Iteration 127Q: 43 clusters Score -1.509462e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10022 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 16503 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9499 members 
Mstep: Class 7 contains 7357 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17749 members 
Mstep: Class 10 contains 172066 members 
Mstep: Class 11 contains 11698 members 
Mstep: Class 12 contains 175982 members 
Mstep: Class 13 contains 65831 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6108 members 
Mstep: Class 17 contains 131552 members 
Mstep: Class 18 contains 98284 members 
Mstep: Class 19 contains 15778 members 
Mstep: Class 20 contains 89777 members 
Mstep: Class 21 contains 73159 members 
Mstep: Class 22 contains 15096 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 12805 members 
Mstep: Class 26 contains 24845 members 
Mstep: Class 27 contains 47901 members 
Mstep: Class 28 contains 18701 members 
Mstep: Class 29 contains 6326 members 
Mstep: Class 30 contains 5221 members 
Mstep: Class 31 contains 8797 members 
Mstep: Class 32 contains 77295 members 
Mstep: Class 33 contains 20611 members 
Mstep: Class 34 contains 11463 members 
Mstep: Class 35 contains 8126 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10179 members 
Mstep: Class 38 contains 10063 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 13349 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946176.000000 Penalty: 145916.250000
Iteration 128Q: 43 clusters Score -1.509462e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10022 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 16503 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 9499 members 
Mstep: Class 7 contains 7357 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17748 members 
Mstep: Class 10 contains 172063 members 
Mstep: Class 11 contains 11701 members 
Mstep: Class 12 contains 175982 members 
Mstep: Class 13 contains 65829 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6129 members 
Mstep: Class 17 contains 131542 members 
Mstep: Class 18 contains 98284 members 
Mstep: Class 19 contains 15772 members 
Mstep: Class 20 contains 89773 members 
Mstep: Class 21 contains 73156 members 
Mstep: Class 22 contains 15099 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 12806 members 
Mstep: Class 26 contains 24845 members 
Mstep: Class 27 contains 47905 members 
Mstep: Class 28 contains 18697 members 
Mstep: Class 29 contains 6326 members 
Mstep: Class 30 contains 5219 members 
Mstep: Class 31 contains 8797 members 
Mstep: Class 32 contains 77303 members 
Mstep: Class 33 contains 20612 members 
Mstep: Class 34 contains 11463 members 
Mstep: Class 35 contains 8128 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10179 members 
Mstep: Class 38 contains 10060 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 13345 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946288.000000 Penalty: 145916.250000
Iteration 129Q: 43 clusters Score -1.509463e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10022 members 
Mstep: Class 3 contains 6119 members 
Mstep: Class 4 contains 16508 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 9499 members 
Mstep: Class 7 contains 7356 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17747 members 
Mstep: Class 10 contains 172055 members 
Mstep: Class 11 contains 11700 members 
Mstep: Class 12 contains 175982 members 
Mstep: Class 13 contains 65828 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6152 members 
Mstep: Class 17 contains 131539 members 
Mstep: Class 18 contains 98284 members 
Mstep: Class 19 contains 15770 members 
Mstep: Class 20 contains 89774 members 
Mstep: Class 21 contains 73154 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 12805 members 
Mstep: Class 26 contains 24843 members 
Mstep: Class 27 contains 47904 members 
Mstep: Class 28 contains 18691 members 
Mstep: Class 29 contains 6324 members 
Mstep: Class 30 contains 5216 members 
Mstep: Class 31 contains 8796 members 
Mstep: Class 32 contains 77310 members 
Mstep: Class 33 contains 20618 members 
Mstep: Class 34 contains 11462 members 
Mstep: Class 35 contains 8131 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10179 members 
Mstep: Class 38 contains 10048 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 13344 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946320.000000 Penalty: 145916.250000
Iteration 130Q: 43 clusters Score -1.509463e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10022 members 
Mstep: Class 3 contains 6121 members 
Mstep: Class 4 contains 16510 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 9499 members 
Mstep: Class 7 contains 7355 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17744 members 
Mstep: Class 10 contains 172055 members 
Mstep: Class 11 contains 11703 members 
Mstep: Class 12 contains 175981 members 
Mstep: Class 13 contains 65823 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6178 members 
Mstep: Class 17 contains 131533 members 
Mstep: Class 18 contains 98285 members 
Mstep: Class 19 contains 15765 members 
Mstep: Class 20 contains 89772 members 
Mstep: Class 21 contains 73152 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 12806 members 
Mstep: Class 26 contains 24843 members 
Mstep: Class 27 contains 47902 members 
Mstep: Class 28 contains 18688 members 
Mstep: Class 29 contains 6319 members 
Mstep: Class 30 contains 5213 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77321 members 
Mstep: Class 33 contains 20621 members 
Mstep: Class 34 contains 11463 members 
Mstep: Class 35 contains 8135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10179 members 
Mstep: Class 38 contains 10034 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 13344 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946288.000000 Penalty: 145916.250000
Iteration 131Q: 43 clusters Score -1.509463e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10022 members 
Mstep: Class 3 contains 6123 members 
Mstep: Class 4 contains 16510 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 9499 members 
Mstep: Class 7 contains 7356 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17745 members 
Mstep: Class 10 contains 172052 members 
Mstep: Class 11 contains 11710 members 
Mstep: Class 12 contains 175977 members 
Mstep: Class 13 contains 65816 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6207 members 
Mstep: Class 17 contains 131529 members 
Mstep: Class 18 contains 98283 members 
Mstep: Class 19 contains 15755 members 
Mstep: Class 20 contains 89767 members 
Mstep: Class 21 contains 73149 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 12806 members 
Mstep: Class 26 contains 24843 members 
Mstep: Class 27 contains 47902 members 
Mstep: Class 28 contains 18685 members 
Mstep: Class 29 contains 6316 members 
Mstep: Class 30 contains 5212 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77332 members 
Mstep: Class 33 contains 20624 members 
Mstep: Class 34 contains 11461 members 
Mstep: Class 35 contains 8140 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10180 members 
Mstep: Class 38 contains 10025 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 13340 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946368.000000 Penalty: 145916.250000
Iteration 132Q: 43 clusters Score -1.509464e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10021 members 
Mstep: Class 3 contains 6123 members 
Mstep: Class 4 contains 16515 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 9499 members 
Mstep: Class 7 contains 7358 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17744 members 
Mstep: Class 10 contains 172048 members 
Mstep: Class 11 contains 11719 members 
Mstep: Class 12 contains 175977 members 
Mstep: Class 13 contains 65805 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 131528 members 
Mstep: Class 18 contains 98283 members 
Mstep: Class 19 contains 15750 members 
Mstep: Class 20 contains 89753 members 
Mstep: Class 21 contains 73145 members 
Mstep: Class 22 contains 15102 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 12805 members 
Mstep: Class 26 contains 24843 members 
Mstep: Class 27 contains 47902 members 
Mstep: Class 28 contains 18679 members 
Mstep: Class 29 contains 6316 members 
Mstep: Class 30 contains 5211 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77348 members 
Mstep: Class 33 contains 20621 members 
Mstep: Class 34 contains 11460 members 
Mstep: Class 35 contains 8143 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10181 members 
Mstep: Class 38 contains 10012 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 13336 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946496.000000 Penalty: 145916.250000
Iteration 133Q: 43 clusters Score -1.509465e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10019 members 
Mstep: Class 3 contains 6122 members 
Mstep: Class 4 contains 16518 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7359 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17741 members 
Mstep: Class 10 contains 172047 members 
Mstep: Class 11 contains 11728 members 
Mstep: Class 12 contains 175979 members 
Mstep: Class 13 contains 65796 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6268 members 
Mstep: Class 17 contains 131523 members 
Mstep: Class 18 contains 98285 members 
Mstep: Class 19 contains 15747 members 
Mstep: Class 20 contains 89745 members 
Mstep: Class 21 contains 73142 members 
Mstep: Class 22 contains 15102 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 12805 members 
Mstep: Class 26 contains 24843 members 
Mstep: Class 27 contains 47905 members 
Mstep: Class 28 contains 18674 members 
Mstep: Class 29 contains 6319 members 
Mstep: Class 30 contains 5209 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77363 members 
Mstep: Class 33 contains 20622 members 
Mstep: Class 34 contains 11459 members 
Mstep: Class 35 contains 8146 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10181 members 
Mstep: Class 38 contains 9987 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 13335 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946464.000000 Penalty: 145916.250000
Iteration 134Q: 43 clusters Score -1.509465e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10019 members 
Mstep: Class 3 contains 6123 members 
Mstep: Class 4 contains 16513 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7359 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17740 members 
Mstep: Class 10 contains 172040 members 
Mstep: Class 11 contains 11727 members 
Mstep: Class 12 contains 175978 members 
Mstep: Class 13 contains 65789 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6291 members 
Mstep: Class 17 contains 131521 members 
Mstep: Class 18 contains 98286 members 
Mstep: Class 19 contains 15743 members 
Mstep: Class 20 contains 89746 members 
Mstep: Class 21 contains 73142 members 
Mstep: Class 22 contains 15102 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 12804 members 
Mstep: Class 26 contains 24843 members 
Mstep: Class 27 contains 47905 members 
Mstep: Class 28 contains 18672 members 
Mstep: Class 29 contains 6325 members 
Mstep: Class 30 contains 5203 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77380 members 
Mstep: Class 33 contains 20622 members 
Mstep: Class 34 contains 11460 members 
Mstep: Class 35 contains 8146 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10180 members 
Mstep: Class 38 contains 9980 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 13331 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946720.000000 Penalty: 145916.250000
Iteration 135Q: 43 clusters Score -1.509467e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10019 members 
Mstep: Class 3 contains 6125 members 
Mstep: Class 4 contains 16524 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7359 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17739 members 
Mstep: Class 10 contains 172040 members 
Mstep: Class 11 contains 11733 members 
Mstep: Class 12 contains 175983 members 
Mstep: Class 13 contains 65782 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6331 members 
Mstep: Class 17 contains 131516 members 
Mstep: Class 18 contains 98287 members 
Mstep: Class 19 contains 15732 members 
Mstep: Class 20 contains 89724 members 
Mstep: Class 21 contains 73143 members 
Mstep: Class 22 contains 15102 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 12804 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47904 members 
Mstep: Class 28 contains 18671 members 
Mstep: Class 29 contains 6326 members 
Mstep: Class 30 contains 5197 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77385 members 
Mstep: Class 33 contains 20617 members 
Mstep: Class 34 contains 11459 members 
Mstep: Class 35 contains 8145 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10181 members 
Mstep: Class 38 contains 9975 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 13325 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946704.000000 Penalty: 145916.250000
Iteration 136Q: 43 clusters Score -1.509467e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10019 members 
Mstep: Class 3 contains 6128 members 
Mstep: Class 4 contains 16527 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7360 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17735 members 
Mstep: Class 10 contains 172037 members 
Mstep: Class 11 contains 11737 members 
Mstep: Class 12 contains 175985 members 
Mstep: Class 13 contains 65774 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6366 members 
Mstep: Class 17 contains 131517 members 
Mstep: Class 18 contains 98287 members 
Mstep: Class 19 contains 15721 members 
Mstep: Class 20 contains 89708 members 
Mstep: Class 21 contains 73140 members 
Mstep: Class 22 contains 15102 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 12804 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47903 members 
Mstep: Class 28 contains 18670 members 
Mstep: Class 29 contains 6329 members 
Mstep: Class 30 contains 5193 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77393 members 
Mstep: Class 33 contains 20620 members 
Mstep: Class 34 contains 11456 members 
Mstep: Class 35 contains 8145 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10181 members 
Mstep: Class 38 contains 9973 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 13318 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946720.000000 Penalty: 145916.250000
Iteration 137Q: 43 clusters Score -1.509467e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10018 members 
Mstep: Class 3 contains 6132 members 
Mstep: Class 4 contains 16530 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7362 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17731 members 
Mstep: Class 10 contains 172034 members 
Mstep: Class 11 contains 11747 members 
Mstep: Class 12 contains 175985 members 
Mstep: Class 13 contains 65771 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6396 members 
Mstep: Class 17 contains 131512 members 
Mstep: Class 18 contains 98289 members 
Mstep: Class 19 contains 15716 members 
Mstep: Class 20 contains 89689 members 
Mstep: Class 21 contains 73138 members 
Mstep: Class 22 contains 15102 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 12804 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47900 members 
Mstep: Class 28 contains 18668 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 5190 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77405 members 
Mstep: Class 33 contains 20625 members 
Mstep: Class 34 contains 11461 members 
Mstep: Class 35 contains 8147 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10181 members 
Mstep: Class 38 contains 9959 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 13306 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946624.000000 Penalty: 145916.250000
Iteration 138Q: 43 clusters Score -1.509466e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10016 members 
Mstep: Class 3 contains 6136 members 
Mstep: Class 4 contains 16538 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 9496 members 
Mstep: Class 7 contains 7363 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17725 members 
Mstep: Class 10 contains 172028 members 
Mstep: Class 11 contains 11749 members 
Mstep: Class 12 contains 175989 members 
Mstep: Class 13 contains 65761 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6436 members 
Mstep: Class 17 contains 131508 members 
Mstep: Class 18 contains 98291 members 
Mstep: Class 19 contains 15705 members 
Mstep: Class 20 contains 89679 members 
Mstep: Class 21 contains 73134 members 
Mstep: Class 22 contains 15102 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 12804 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47894 members 
Mstep: Class 28 contains 18666 members 
Mstep: Class 29 contains 6328 members 
Mstep: Class 30 contains 5187 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77421 members 
Mstep: Class 33 contains 20629 members 
Mstep: Class 34 contains 11463 members 
Mstep: Class 35 contains 8146 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10182 members 
Mstep: Class 38 contains 9947 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 13302 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150946608.000000 Penalty: 145916.250000
Iteration 139Q: 43 clusters Score -1.509466e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10015 members 
Mstep: Class 3 contains 6142 members 
Mstep: Class 4 contains 16545 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7364 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17718 members 
Mstep: Class 10 contains 172016 members 
Mstep: Class 11 contains 11752 members 
Mstep: Class 12 contains 175988 members 
Mstep: Class 13 contains 65758 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6473 members 
Mstep: Class 17 contains 131503 members 
Mstep: Class 18 contains 98294 members 
Mstep: Class 19 contains 15699 members 
Mstep: Class 20 contains 89672 members 
Mstep: Class 21 contains 73127 members 
Mstep: Class 22 contains 15102 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 12804 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47897 members 
Mstep: Class 28 contains 18661 members 
Mstep: Class 29 contains 6325 members 
Mstep: Class 30 contains 5184 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77438 members 
Mstep: Class 33 contains 20631 members 
Mstep: Class 34 contains 11465 members 
Mstep: Class 35 contains 8145 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10182 members 
Mstep: Class 38 contains 9932 members 
Mstep: Class 39 contains 333 members 
Mstep: Class 40 contains 13295 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947008.000000 Penalty: 145916.250000
Iteration 140F: 43 clusters Score -1.50947e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10014 members 
Mstep: Class 3 contains 6147 members 
Mstep: Class 4 contains 16548 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7367 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17710 members 
Mstep: Class 10 contains 172008 members 
Mstep: Class 11 contains 11755 members 
Mstep: Class 12 contains 175989 members 
Mstep: Class 13 contains 65748 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6507 members 
Mstep: Class 17 contains 131499 members 
Mstep: Class 18 contains 98298 members 
Mstep: Class 19 contains 15692 members 
Mstep: Class 20 contains 89660 members 
Mstep: Class 21 contains 73122 members 
Mstep: Class 22 contains 15102 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 12804 members 
Mstep: Class 26 contains 24843 members 
Mstep: Class 27 contains 47899 members 
Mstep: Class 28 contains 18656 members 
Mstep: Class 29 contains 6324 members 
Mstep: Class 30 contains 5183 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77453 members 
Mstep: Class 33 contains 20634 members 
Mstep: Class 34 contains 11466 members 
Mstep: Class 35 contains 8144 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10187 members 
Mstep: Class 38 contains 9922 members 
Mstep: Class 39 contains 349 members 
Mstep: Class 40 contains 13288 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947680.000000 Penalty: 145916.250000
Iteration 141Q: 43 clusters Score -1.509477e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10012 members 
Mstep: Class 3 contains 6151 members 
Mstep: Class 4 contains 16555 members 
Mstep: Class 5 contains 2166 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7369 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17702 members 
Mstep: Class 10 contains 172002 members 
Mstep: Class 11 contains 11759 members 
Mstep: Class 12 contains 175988 members 
Mstep: Class 13 contains 65729 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6539 members 
Mstep: Class 17 contains 131493 members 
Mstep: Class 18 contains 98300 members 
Mstep: Class 19 contains 15686 members 
Mstep: Class 20 contains 89656 members 
Mstep: Class 21 contains 73115 members 
Mstep: Class 22 contains 15102 members 
Mstep: Class 23 contains 723 members 
Mstep: Class 24 contains 5020 members 
Mstep: Class 25 contains 12804 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47899 members 
Mstep: Class 28 contains 18653 members 
Mstep: Class 29 contains 6322 members 
Mstep: Class 30 contains 5182 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77478 members 
Mstep: Class 33 contains 20635 members 
Mstep: Class 34 contains 11465 members 
Mstep: Class 35 contains 8143 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10190 members 
Mstep: Class 38 contains 9905 members 
Mstep: Class 39 contains 351 members 
Mstep: Class 40 contains 13289 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947936.000000 Penalty: 145916.250000
Iteration 142Q: 43 clusters Score -1.509479e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10011 members 
Mstep: Class 3 contains 6153 members 
Mstep: Class 4 contains 16563 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7370 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17695 members 
Mstep: Class 10 contains 172002 members 
Mstep: Class 11 contains 11765 members 
Mstep: Class 12 contains 175987 members 
Mstep: Class 13 contains 65722 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6570 members 
Mstep: Class 17 contains 131485 members 
Mstep: Class 18 contains 98302 members 
Mstep: Class 19 contains 15683 members 
Mstep: Class 20 contains 89636 members 
Mstep: Class 21 contains 73111 members 
Mstep: Class 22 contains 15102 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5023 members 
Mstep: Class 25 contains 12804 members 
Mstep: Class 26 contains 24840 members 
Mstep: Class 27 contains 47899 members 
Mstep: Class 28 contains 18645 members 
Mstep: Class 29 contains 6326 members 
Mstep: Class 30 contains 5180 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77492 members 
Mstep: Class 33 contains 20637 members 
Mstep: Class 34 contains 11465 members 
Mstep: Class 35 contains 8142 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10195 members 
Mstep: Class 38 contains 9891 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13287 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948000.000000 Penalty: 145916.250000
Iteration 143Q: 43 clusters Score -1.50948e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10012 members 
Mstep: Class 3 contains 6155 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 9496 members 
Mstep: Class 7 contains 7370 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17690 members 
Mstep: Class 10 contains 171993 members 
Mstep: Class 11 contains 11772 members 
Mstep: Class 12 contains 175982 members 
Mstep: Class 13 contains 65712 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6603 members 
Mstep: Class 17 contains 131483 members 
Mstep: Class 18 contains 98303 members 
Mstep: Class 19 contains 15671 members 
Mstep: Class 20 contains 89616 members 
Mstep: Class 21 contains 73111 members 
Mstep: Class 22 contains 15102 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5026 members 
Mstep: Class 25 contains 12805 members 
Mstep: Class 26 contains 24840 members 
Mstep: Class 27 contains 47902 members 
Mstep: Class 28 contains 18643 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 5179 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77509 members 
Mstep: Class 33 contains 20638 members 
Mstep: Class 34 contains 11470 members 
Mstep: Class 35 contains 8139 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10201 members 
Mstep: Class 38 contains 9877 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13286 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948000.000000 Penalty: 145916.250000
Iteration 144Q: 43 clusters Score -1.50948e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10012 members 
Mstep: Class 3 contains 6156 members 
Mstep: Class 4 contains 16562 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 9496 members 
Mstep: Class 7 contains 7370 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17686 members 
Mstep: Class 10 contains 171987 members 
Mstep: Class 11 contains 11779 members 
Mstep: Class 12 contains 175981 members 
Mstep: Class 13 contains 65706 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6641 members 
Mstep: Class 17 contains 131479 members 
Mstep: Class 18 contains 98305 members 
Mstep: Class 19 contains 15660 members 
Mstep: Class 20 contains 89601 members 
Mstep: Class 21 contains 73108 members 
Mstep: Class 22 contains 15102 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5027 members 
Mstep: Class 25 contains 12806 members 
Mstep: Class 26 contains 24840 members 
Mstep: Class 27 contains 47901 members 
Mstep: Class 28 contains 18637 members 
Mstep: Class 29 contains 6333 members 
Mstep: Class 30 contains 5177 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77525 members 
Mstep: Class 33 contains 20636 members 
Mstep: Class 34 contains 11473 members 
Mstep: Class 35 contains 8141 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10204 members 
Mstep: Class 38 contains 9862 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13287 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948192.000000 Penalty: 145916.250000
Iteration 145Q: 43 clusters Score -1.509482e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10011 members 
Mstep: Class 3 contains 6160 members 
Mstep: Class 4 contains 16559 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 9496 members 
Mstep: Class 7 contains 7369 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17684 members 
Mstep: Class 10 contains 171986 members 
Mstep: Class 11 contains 11785 members 
Mstep: Class 12 contains 175980 members 
Mstep: Class 13 contains 65700 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6683 members 
Mstep: Class 17 contains 131470 members 
Mstep: Class 18 contains 98304 members 
Mstep: Class 19 contains 15649 members 
Mstep: Class 20 contains 89600 members 
Mstep: Class 21 contains 73106 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5028 members 
Mstep: Class 25 contains 12804 members 
Mstep: Class 26 contains 24840 members 
Mstep: Class 27 contains 47899 members 
Mstep: Class 28 contains 18629 members 
Mstep: Class 29 contains 6336 members 
Mstep: Class 30 contains 5173 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77543 members 
Mstep: Class 33 contains 20636 members 
Mstep: Class 34 contains 11477 members 
Mstep: Class 35 contains 8140 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10208 members 
Mstep: Class 38 contains 9841 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13283 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948240.000000 Penalty: 145916.250000
Iteration 146Q: 43 clusters Score -1.509482e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10012 members 
Mstep: Class 3 contains 6162 members 
Mstep: Class 4 contains 16567 members 
Mstep: Class 5 contains 2169 members 
Mstep: Class 6 contains 9496 members 
Mstep: Class 7 contains 7376 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17682 members 
Mstep: Class 10 contains 171982 members 
Mstep: Class 11 contains 11787 members 
Mstep: Class 12 contains 175982 members 
Mstep: Class 13 contains 65693 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6727 members 
Mstep: Class 17 contains 131465 members 
Mstep: Class 18 contains 98303 members 
Mstep: Class 19 contains 15635 members 
Mstep: Class 20 contains 89585 members 
Mstep: Class 21 contains 73105 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5030 members 
Mstep: Class 25 contains 12805 members 
Mstep: Class 26 contains 24840 members 
Mstep: Class 27 contains 47891 members 
Mstep: Class 28 contains 18620 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 5168 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77559 members 
Mstep: Class 33 contains 20641 members 
Mstep: Class 34 contains 11474 members 
Mstep: Class 35 contains 8139 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10213 members 
Mstep: Class 38 contains 9817 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13276 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948064.000000 Penalty: 145916.250000
Iteration 147Q: 43 clusters Score -1.509481e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10010 members 
Mstep: Class 3 contains 6165 members 
Mstep: Class 4 contains 16569 members 
Mstep: Class 5 contains 2171 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7383 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17685 members 
Mstep: Class 10 contains 171974 members 
Mstep: Class 11 contains 11785 members 
Mstep: Class 12 contains 175982 members 
Mstep: Class 13 contains 65691 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6779 members 
Mstep: Class 17 contains 131458 members 
Mstep: Class 18 contains 98303 members 
Mstep: Class 19 contains 15614 members 
Mstep: Class 20 contains 89582 members 
Mstep: Class 21 contains 73108 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5031 members 
Mstep: Class 25 contains 12807 members 
Mstep: Class 26 contains 24839 members 
Mstep: Class 27 contains 47887 members 
Mstep: Class 28 contains 18622 members 
Mstep: Class 29 contains 6354 members 
Mstep: Class 30 contains 5157 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77572 members 
Mstep: Class 33 contains 20643 members 
Mstep: Class 34 contains 11467 members 
Mstep: Class 35 contains 8130 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10220 members 
Mstep: Class 38 contains 9794 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13270 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947984.000000 Penalty: 145916.250000
Iteration 148Q: 43 clusters Score -1.50948e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10007 members 
Mstep: Class 3 contains 6172 members 
Mstep: Class 4 contains 16567 members 
Mstep: Class 5 contains 2172 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7387 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17680 members 
Mstep: Class 10 contains 171971 members 
Mstep: Class 11 contains 11789 members 
Mstep: Class 12 contains 175982 members 
Mstep: Class 13 contains 65688 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6824 members 
Mstep: Class 17 contains 131451 members 
Mstep: Class 18 contains 98306 members 
Mstep: Class 19 contains 15591 members 
Mstep: Class 20 contains 89582 members 
Mstep: Class 21 contains 73104 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5029 members 
Mstep: Class 25 contains 12807 members 
Mstep: Class 26 contains 24840 members 
Mstep: Class 27 contains 47891 members 
Mstep: Class 28 contains 18621 members 
Mstep: Class 29 contains 6359 members 
Mstep: Class 30 contains 5151 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77587 members 
Mstep: Class 33 contains 20644 members 
Mstep: Class 34 contains 11462 members 
Mstep: Class 35 contains 8125 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10226 members 
Mstep: Class 38 contains 9774 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13263 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948192.000000 Penalty: 145916.250000
Iteration 149Q: 43 clusters Score -1.509482e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10001 members 
Mstep: Class 3 contains 6181 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7389 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17675 members 
Mstep: Class 10 contains 171963 members 
Mstep: Class 11 contains 11793 members 
Mstep: Class 12 contains 175985 members 
Mstep: Class 13 contains 65687 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6875 members 
Mstep: Class 17 contains 131442 members 
Mstep: Class 18 contains 98307 members 
Mstep: Class 19 contains 15566 members 
Mstep: Class 20 contains 89589 members 
Mstep: Class 21 contains 73099 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5029 members 
Mstep: Class 25 contains 12807 members 
Mstep: Class 26 contains 24838 members 
Mstep: Class 27 contains 47887 members 
Mstep: Class 28 contains 18619 members 
Mstep: Class 29 contains 6358 members 
Mstep: Class 30 contains 5143 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77606 members 
Mstep: Class 33 contains 20644 members 
Mstep: Class 34 contains 11462 members 
Mstep: Class 35 contains 8123 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10231 members 
Mstep: Class 38 contains 9766 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13249 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948304.000000 Penalty: 145916.250000
Iteration 150Q: 43 clusters Score -1.509483e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10001 members 
Mstep: Class 3 contains 6190 members 
Mstep: Class 4 contains 16558 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7387 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17673 members 
Mstep: Class 10 contains 171959 members 
Mstep: Class 11 contains 11795 members 
Mstep: Class 12 contains 175988 members 
Mstep: Class 13 contains 65684 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6929 members 
Mstep: Class 17 contains 131436 members 
Mstep: Class 18 contains 98307 members 
Mstep: Class 19 contains 15551 members 
Mstep: Class 20 contains 89580 members 
Mstep: Class 21 contains 73094 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5029 members 
Mstep: Class 25 contains 12806 members 
Mstep: Class 26 contains 24838 members 
Mstep: Class 27 contains 47887 members 
Mstep: Class 28 contains 18613 members 
Mstep: Class 29 contains 6354 members 
Mstep: Class 30 contains 5134 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77625 members 
Mstep: Class 33 contains 20647 members 
Mstep: Class 34 contains 11462 members 
Mstep: Class 35 contains 8118 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10235 members 
Mstep: Class 38 contains 9763 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13234 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947840.000000 Penalty: 145916.250000
Iteration 151Q: 43 clusters Score -1.509478e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10000 members 
Mstep: Class 3 contains 6193 members 
Mstep: Class 4 contains 16557 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7388 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17661 members 
Mstep: Class 10 contains 171957 members 
Mstep: Class 11 contains 11800 members 
Mstep: Class 12 contains 175985 members 
Mstep: Class 13 contains 65677 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 131419 members 
Mstep: Class 18 contains 98311 members 
Mstep: Class 19 contains 15533 members 
Mstep: Class 20 contains 89560 members 
Mstep: Class 21 contains 73089 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5029 members 
Mstep: Class 25 contains 12804 members 
Mstep: Class 26 contains 24840 members 
Mstep: Class 27 contains 47893 members 
Mstep: Class 28 contains 18603 members 
Mstep: Class 29 contains 6355 members 
Mstep: Class 30 contains 5125 members 
Mstep: Class 31 contains 8794 members 
Mstep: Class 32 contains 77656 members 
Mstep: Class 33 contains 20652 members 
Mstep: Class 34 contains 11465 members 
Mstep: Class 35 contains 8117 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10241 members 
Mstep: Class 38 contains 9773 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13217 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947824.000000 Penalty: 145916.250000
Iteration 152Q: 43 clusters Score -1.509478e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9999 members 
Mstep: Class 3 contains 6185 members 
Mstep: Class 4 contains 16565 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7387 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17649 members 
Mstep: Class 10 contains 171961 members 
Mstep: Class 11 contains 11802 members 
Mstep: Class 12 contains 175985 members 
Mstep: Class 13 contains 65666 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7030 members 
Mstep: Class 17 contains 131400 members 
Mstep: Class 18 contains 98316 members 
Mstep: Class 19 contains 15508 members 
Mstep: Class 20 contains 89543 members 
Mstep: Class 21 contains 73084 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 24838 members 
Mstep: Class 27 contains 47888 members 
Mstep: Class 28 contains 18595 members 
Mstep: Class 29 contains 6356 members 
Mstep: Class 30 contains 5121 members 
Mstep: Class 31 contains 8795 members 
Mstep: Class 32 contains 77684 members 
Mstep: Class 33 contains 20657 members 
Mstep: Class 34 contains 11466 members 
Mstep: Class 35 contains 8117 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10253 members 
Mstep: Class 38 contains 9783 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13204 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947920.000000 Penalty: 145916.250000
Iteration 153Q: 43 clusters Score -1.509479e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9995 members 
Mstep: Class 3 contains 6190 members 
Mstep: Class 4 contains 16572 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7389 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17640 members 
Mstep: Class 10 contains 171956 members 
Mstep: Class 11 contains 11799 members 
Mstep: Class 12 contains 175980 members 
Mstep: Class 13 contains 65653 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7072 members 
Mstep: Class 17 contains 131393 members 
Mstep: Class 18 contains 98318 members 
Mstep: Class 19 contains 15484 members 
Mstep: Class 20 contains 89539 members 
Mstep: Class 21 contains 73082 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 24839 members 
Mstep: Class 27 contains 47885 members 
Mstep: Class 28 contains 18587 members 
Mstep: Class 29 contains 6355 members 
Mstep: Class 30 contains 5115 members 
Mstep: Class 31 contains 8791 members 
Mstep: Class 32 contains 77718 members 
Mstep: Class 33 contains 20662 members 
Mstep: Class 34 contains 11470 members 
Mstep: Class 35 contains 8116 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10262 members 
Mstep: Class 38 contains 9780 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13195 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150947984.000000 Penalty: 145916.250000
Iteration 154Q: 43 clusters Score -1.50948e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9992 members 
Mstep: Class 3 contains 6199 members 
Mstep: Class 4 contains 16581 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7390 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17632 members 
Mstep: Class 10 contains 171953 members 
Mstep: Class 11 contains 11804 members 
Mstep: Class 12 contains 175979 members 
Mstep: Class 13 contains 65635 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7098 members 
Mstep: Class 17 contains 131380 members 
Mstep: Class 18 contains 98319 members 
Mstep: Class 19 contains 15462 members 
Mstep: Class 20 contains 89541 members 
Mstep: Class 21 contains 73081 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5032 members 
Mstep: Class 25 contains 12802 members 
Mstep: Class 26 contains 24838 members 
Mstep: Class 27 contains 47879 members 
Mstep: Class 28 contains 18578 members 
Mstep: Class 29 contains 6356 members 
Mstep: Class 30 contains 5112 members 
Mstep: Class 31 contains 8790 members 
Mstep: Class 32 contains 77752 members 
Mstep: Class 33 contains 20671 members 
Mstep: Class 34 contains 11470 members 
Mstep: Class 35 contains 8116 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10266 members 
Mstep: Class 38 contains 9774 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13185 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948208.000000 Penalty: 145916.250000
Iteration 155Q: 43 clusters Score -1.509482e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6196 members 
Mstep: Class 4 contains 16587 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7392 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17625 members 
Mstep: Class 10 contains 171950 members 
Mstep: Class 11 contains 11807 members 
Mstep: Class 12 contains 175977 members 
Mstep: Class 13 contains 65621 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7133 members 
Mstep: Class 17 contains 131369 members 
Mstep: Class 18 contains 98320 members 
Mstep: Class 19 contains 15451 members 
Mstep: Class 20 contains 89530 members 
Mstep: Class 21 contains 73082 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5036 members 
Mstep: Class 25 contains 12801 members 
Mstep: Class 26 contains 24838 members 
Mstep: Class 27 contains 47880 members 
Mstep: Class 28 contains 18562 members 
Mstep: Class 29 contains 6355 members 
Mstep: Class 30 contains 5108 members 
Mstep: Class 31 contains 8789 members 
Mstep: Class 32 contains 77776 members 
Mstep: Class 33 contains 20672 members 
Mstep: Class 34 contains 11468 members 
Mstep: Class 35 contains 8115 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10274 members 
Mstep: Class 38 contains 9785 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13178 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948256.000000 Penalty: 145916.250000
Iteration 156Q: 43 clusters Score -1.509483e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6197 members 
Mstep: Class 4 contains 16591 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7390 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17620 members 
Mstep: Class 10 contains 171949 members 
Mstep: Class 11 contains 11811 members 
Mstep: Class 12 contains 175973 members 
Mstep: Class 13 contains 65598 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7175 members 
Mstep: Class 17 contains 131363 members 
Mstep: Class 18 contains 98321 members 
Mstep: Class 19 contains 15426 members 
Mstep: Class 20 contains 89513 members 
Mstep: Class 21 contains 73081 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5040 members 
Mstep: Class 25 contains 12801 members 
Mstep: Class 26 contains 24839 members 
Mstep: Class 27 contains 47880 members 
Mstep: Class 28 contains 18551 members 
Mstep: Class 29 contains 6354 members 
Mstep: Class 30 contains 5102 members 
Mstep: Class 31 contains 8789 members 
Mstep: Class 32 contains 77803 members 
Mstep: Class 33 contains 20676 members 
Mstep: Class 34 contains 11469 members 
Mstep: Class 35 contains 8106 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10277 members 
Mstep: Class 38 contains 9810 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13171 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948256.000000 Penalty: 145916.250000
Iteration 157Q: 43 clusters Score -1.509483e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9992 members 
Mstep: Class 3 contains 6198 members 
Mstep: Class 4 contains 16589 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7387 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17611 members 
Mstep: Class 10 contains 171944 members 
Mstep: Class 11 contains 11802 members 
Mstep: Class 12 contains 175971 members 
Mstep: Class 13 contains 65584 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7219 members 
Mstep: Class 17 contains 131359 members 
Mstep: Class 18 contains 98325 members 
Mstep: Class 19 contains 15409 members 
Mstep: Class 20 contains 89508 members 
Mstep: Class 21 contains 73080 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5045 members 
Mstep: Class 25 contains 12801 members 
Mstep: Class 26 contains 24840 members 
Mstep: Class 27 contains 47877 members 
Mstep: Class 28 contains 18538 members 
Mstep: Class 29 contains 6348 members 
Mstep: Class 30 contains 5096 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 77831 members 
Mstep: Class 33 contains 20680 members 
Mstep: Class 34 contains 11470 members 
Mstep: Class 35 contains 8105 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10280 members 
Mstep: Class 38 contains 9828 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13162 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948192.000000 Penalty: 145916.250000
Iteration 158Q: 43 clusters Score -1.509482e+08 nChanged 239
Entering ConstructFrom: 
Score: -150948192.000000 Penalty: 145916.250000
Entering ConstructFrom: 
Trying to split cluster 1 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -75048.921875 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -75048.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -73538.085938 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -73538.09 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -73949.507812 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -73949.51 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -74165.757812 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -74165.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -74315.953125 Penalty: 3224.639648
	Iteration 3F: 3 clusters Score -74315.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -74378.335938 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -74378.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -74404.039062 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -74404.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -74429.812500 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -74429.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -74450.328125 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -74450.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -74470.640625 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -74470.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -74487.992188 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -74487.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -74538.007812 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -74538.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -74554.226562 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -74554.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -74586.742188 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -74586.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -74612.023438 Penalty: 3224.639648
	Iteration 13Q: 3 clusters Score -74612.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -74622.273438 Penalty: 3224.639648
	Iteration 14Q: 3 clusters Score -74622.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -74628.484375 Penalty: 3224.639648
	Iteration 15Q: 3 clusters Score -74628.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -74630.468750 Penalty: 3224.639648
	Iteration 16Q: 3 clusters Score -74630.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -74634.203125 Penalty: 3224.639648
	Iteration 17Q: 3 clusters Score -74634.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -74636.968750 Penalty: 3224.639648
	Iteration 18Q: 3 clusters Score -74636.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -74646.679688 Penalty: 3224.639648
	Iteration 19F: 3 clusters Score -74646.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -74666.312500 Penalty: 3224.639648
	Iteration 20F: 3 clusters Score -74666.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -74683.570312 Penalty: 3224.639648
	Iteration 21Q: 3 clusters Score -74683.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -74719.437500 Penalty: 3224.639648
	Iteration 22Q: 3 clusters Score -74719.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -74730.929688 Penalty: 3224.639648
	Iteration 23Q: 3 clusters Score -74730.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -74744.273438 Penalty: 3224.639648
	Iteration 24Q: 3 clusters Score -74744.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -74762.351562 Penalty: 3224.639648
	Iteration 25Q: 3 clusters Score -74762.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -74766.695312 Penalty: 3224.639648
	Iteration 26Q: 3 clusters Score -74766.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -74766.695312 Penalty: 3224.639648
	Iteration 27F: 3 clusters Score -74766.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Entering Unmasked Estep 
Score: -1286636.250000 Penalty: 2283.916260
	Iteration 0F: 2 clusters Score -1286636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1279023.625000 Penalty: 4567.832520
	Iteration 0F: 3 clusters Score -1279024 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1281320.500000 Penalty: 4567.832520
	Iteration 1F: 3 clusters Score -1281320 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1281639.625000 Penalty: 4567.832520
	Iteration 2F: 3 clusters Score -1281640 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1281864.375000 Penalty: 4567.832520
	Iteration 3Q: 3 clusters Score -1281864 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1282038.375000 Penalty: 4567.832520
	Iteration 4Q: 3 clusters Score -1282038 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1282187.875000 Penalty: 4567.832520
	Iteration 5Q: 3 clusters Score -1282188 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1282311.250000 Penalty: 4567.832520
	Iteration 6Q: 3 clusters Score -1282311 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1282427.625000 Penalty: 4567.832520
	Iteration 7Q: 3 clusters Score -1282428 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1282594.500000 Penalty: 4567.832520
	Iteration 8Q: 3 clusters Score -1282594 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1282814.375000 Penalty: 4567.832520
	Iteration 9Q: 3 clusters Score -1282814 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1283035.000000 Penalty: 4567.832520
	Iteration 10Q: 3 clusters Score -1283035 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1283275.625000 Penalty: 4567.832520
	Iteration 11Q: 3 clusters Score -1283276 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1283569.625000 Penalty: 4567.832520
	Iteration 12Q: 3 clusters Score -1283570 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1283862.125000 Penalty: 4567.832520
	Iteration 13Q: 3 clusters Score -1283862 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1284117.375000 Penalty: 4567.832520
	Iteration 14Q: 3 clusters Score -1284117 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1284312.250000 Penalty: 4567.832520
	Iteration 15Q: 3 clusters Score -1284312 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1284461.500000 Penalty: 4567.832520
	Iteration 16Q: 3 clusters Score -1284462 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1284596.375000 Penalty: 4567.832520
	Iteration 17Q: 3 clusters Score -1284596 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1284729.500000 Penalty: 4567.832520
	Iteration 18Q: 3 clusters Score -1284730 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1284864.000000 Penalty: 4567.832520
	Iteration 19Q: 3 clusters Score -1284864 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1285004.250000 Penalty: 4567.832520
	Iteration 20F: 3 clusters Score -1285004 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1285117.250000 Penalty: 4567.832520
	Iteration 21Q: 3 clusters Score -1285117 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1285233.375000 Penalty: 4567.832520
	Iteration 22Q: 3 clusters Score -1285233 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1285349.250000 Penalty: 4567.832520
	Iteration 23Q: 3 clusters Score -1285349 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1285486.000000 Penalty: 4567.832520
	Iteration 24Q: 3 clusters Score -1285486 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1285586.000000 Penalty: 4567.832520
	Iteration 25Q: 3 clusters Score -1285586 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1285652.625000 Penalty: 4567.832520
	Iteration 26Q: 3 clusters Score -1285653 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1285699.250000 Penalty: 4567.832520
	Iteration 27Q: 3 clusters Score -1285699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1285715.250000 Penalty: 4567.832520
	Iteration 28Q: 3 clusters Score -1285715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1285731.375000 Penalty: 4567.832520
	Iteration 29Q: 3 clusters Score -1285731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1285743.625000 Penalty: 4567.832520
	Iteration 30Q: 3 clusters Score -1285744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1285757.875000 Penalty: 4567.832520
	Iteration 31Q: 3 clusters Score -1285758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1285769.875000 Penalty: 4567.832520
	Iteration 32Q: 3 clusters Score -1285770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1285775.750000 Penalty: 4567.832520
	Iteration 33Q: 3 clusters Score -1285776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1285781.375000 Penalty: 4567.832520
	Iteration 34Q: 3 clusters Score -1285781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1285783.875000 Penalty: 4567.832520
	Iteration 35Q: 3 clusters Score -1285784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1285788.125000 Penalty: 4567.832520
	Iteration 36Q: 3 clusters Score -1285788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1285788.500000 Penalty: 4567.832520
	Iteration 37Q: 3 clusters Score -1285788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1285788.625000 Penalty: 4567.832520
	Iteration 38Q: 3 clusters Score -1285789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1285788.625000 Penalty: 4567.832520
	Iteration 39F: 3 clusters Score -1285789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Entering Unmasked Estep 
Score: -755592.375000 Penalty: 2165.411377
	Iteration 0F: 2 clusters Score -755592.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -750258.875000 Penalty: 4330.822754
	Iteration 0F: 3 clusters Score -750258.9 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -751743.812500 Penalty: 4330.822754
	Iteration 1F: 3 clusters Score -751743.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -752188.687500 Penalty: 4330.822754
	Iteration 2F: 3 clusters Score -752188.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -752555.000000 Penalty: 4330.822754
	Iteration 3F: 3 clusters Score -752555 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -752873.562500 Penalty: 4330.822754
	Iteration 4F: 3 clusters Score -752873.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -753108.437500 Penalty: 4330.822754
	Iteration 5F: 3 clusters Score -753108.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -753264.500000 Penalty: 4330.822754
	Iteration 6Q: 3 clusters Score -753264.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -753393.000000 Penalty: 4330.822754
	Iteration 7Q: 3 clusters Score -753393 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -753473.437500 Penalty: 4330.822754
	Iteration 8Q: 3 clusters Score -753473.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -753529.250000 Penalty: 4330.822754
	Iteration 9Q: 3 clusters Score -753529.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -753562.437500 Penalty: 4330.822754
	Iteration 10Q: 3 clusters Score -753562.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -753589.375000 Penalty: 4330.822754
	Iteration 11Q: 3 clusters Score -753589.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -753610.875000 Penalty: 4330.822754
	Iteration 12Q: 3 clusters Score -753610.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -753631.625000 Penalty: 4330.822754
	Iteration 13Q: 3 clusters Score -753631.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -753646.937500 Penalty: 4330.822754
	Iteration 14Q: 3 clusters Score -753646.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -753659.812500 Penalty: 4330.822754
	Iteration 15Q: 3 clusters Score -753659.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -753669.500000 Penalty: 4330.822754
	Iteration 16Q: 3 clusters Score -753669.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -753675.812500 Penalty: 4330.822754
	Iteration 17Q: 3 clusters Score -753675.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -753680.750000 Penalty: 4330.822754
	Iteration 18Q: 3 clusters Score -753680.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -753685.250000 Penalty: 4330.822754
	Iteration 19Q: 3 clusters Score -753685.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -753689.687500 Penalty: 4330.822754
	Iteration 20F: 3 clusters Score -753689.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -753695.750000 Penalty: 4330.822754
	Iteration 21Q: 3 clusters Score -753695.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -753704.562500 Penalty: 4330.822754
	Iteration 22Q: 3 clusters Score -753704.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -753705.500000 Penalty: 4330.822754
	Iteration 23Q: 3 clusters Score -753705.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -753708.625000 Penalty: 4330.822754
	Iteration 24Q: 3 clusters Score -753708.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -753710.312500 Penalty: 4330.822754
	Iteration 25Q: 3 clusters Score -753710.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -753714.187500 Penalty: 4330.822754
	Iteration 26Q: 3 clusters Score -753714.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -753718.000000 Penalty: 4330.822754
	Iteration 27Q: 3 clusters Score -753718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -753721.750000 Penalty: 4330.822754
	Iteration 28Q: 3 clusters Score -753721.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -753722.875000 Penalty: 4330.822754
	Iteration 29Q: 3 clusters Score -753722.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -753726.875000 Penalty: 4330.822754
	Iteration 30Q: 3 clusters Score -753726.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -753727.937500 Penalty: 4330.822754
	Iteration 31Q: 3 clusters Score -753727.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -753728.812500 Penalty: 4330.822754
	Iteration 32Q: 3 clusters Score -753728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -753730.687500 Penalty: 4330.822754
	Iteration 33Q: 3 clusters Score -753730.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -753733.062500 Penalty: 4330.822754
	Iteration 34Q: 3 clusters Score -753733.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -753733.500000 Penalty: 4330.822754
	Iteration 35Q: 3 clusters Score -753733.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -753735.437500 Penalty: 4330.822754
	Iteration 36Q: 3 clusters Score -753735.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -753738.000000 Penalty: 4330.822754
	Iteration 37Q: 3 clusters Score -753738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -753739.875000 Penalty: 4330.822754
	Iteration 38Q: 3 clusters Score -753739.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -753741.875000 Penalty: 4330.822754
	Iteration 39Q: 3 clusters Score -753741.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -753744.375000 Penalty: 4330.822754
	Iteration 40F: 3 clusters Score -753744.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -753747.187500 Penalty: 4330.822754
	Iteration 41Q: 3 clusters Score -753747.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -753746.625000 Penalty: 4330.822754
	Iteration 42Q: 3 clusters Score -753746.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -753748.250000 Penalty: 4330.822754
	Iteration 43Q: 3 clusters Score -753748.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -753749.250000 Penalty: 4330.822754
	Iteration 44Q: 3 clusters Score -753749.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -753749.312500 Penalty: 4330.822754
	Iteration 45Q: 3 clusters Score -753749.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -753753.062500 Penalty: 4330.822754
	Iteration 46Q: 3 clusters Score -753753.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -753752.937500 Penalty: 4330.822754
	Iteration 47Q: 3 clusters Score -753752.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -753754.937500 Penalty: 4330.822754
	Iteration 48Q: 3 clusters Score -753754.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -753756.187500 Penalty: 4330.822754
	Iteration 49Q: 3 clusters Score -753756.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -753756.812500 Penalty: 4330.822754
	Iteration 50Q: 3 clusters Score -753756.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -753756.937500 Penalty: 4330.822754
	Iteration 51Q: 3 clusters Score -753756.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -753757.937500 Penalty: 4330.822754
	Iteration 52Q: 3 clusters Score -753757.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -753758.750000 Penalty: 4330.822754
	Iteration 53Q: 3 clusters Score -753758.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -753757.937500 Penalty: 4330.822754
	Iteration 54Q: 3 clusters Score -753757.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -753759.625000 Penalty: 4330.822754
	Iteration 55Q: 3 clusters Score -753759.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -753760.187500 Penalty: 4330.822754
	Iteration 56Q: 3 clusters Score -753760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -753760.437500 Penalty: 4330.822754
	Iteration 57Q: 3 clusters Score -753760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -753761.875000 Penalty: 4330.822754
	Iteration 58Q: 3 clusters Score -753761.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -753761.562500 Penalty: 4330.822754
	Iteration 59Q: 3 clusters Score -753761.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -753761.562500 Penalty: 4330.822754
	Iteration 60F: 3 clusters Score -753761.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Entering Unmasked Estep 
Score: -2043991.625000 Penalty: 2409.750488
	Iteration 0F: 2 clusters Score -2043992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2032093.500000 Penalty: 4819.500977
	Iteration 0F: 3 clusters Score -2032094 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2035947.375000 Penalty: 4819.500977
	Iteration 1F: 3 clusters Score -2035947 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2036305.375000 Penalty: 4819.500977
	Iteration 2F: 3 clusters Score -2036305 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2036584.625000 Penalty: 4819.500977
	Iteration 3Q: 3 clusters Score -2036585 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2036822.000000 Penalty: 4819.500977
	Iteration 4Q: 3 clusters Score -2036822 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2037024.500000 Penalty: 4819.500977
	Iteration 5Q: 3 clusters Score -2037024 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2037247.375000 Penalty: 4819.500977
	Iteration 6Q: 3 clusters Score -2037247 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2037476.125000 Penalty: 4819.500977
	Iteration 7Q: 3 clusters Score -2037476 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2037723.750000 Penalty: 4819.500977
	Iteration 8Q: 3 clusters Score -2037724 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2037948.500000 Penalty: 4819.500977
	Iteration 9Q: 3 clusters Score -2037948 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2038195.875000 Penalty: 4819.500977
	Iteration 10Q: 3 clusters Score -2038196 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2038452.250000 Penalty: 4819.500977
	Iteration 11Q: 3 clusters Score -2038452 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2038746.500000 Penalty: 4819.500977
	Iteration 12Q: 3 clusters Score -2038746 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2039097.625000 Penalty: 4819.500977
	Iteration 13Q: 3 clusters Score -2039098 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2039403.000000 Penalty: 4819.500977
	Iteration 14Q: 3 clusters Score -2039403 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2039674.875000 Penalty: 4819.500977
	Iteration 15Q: 3 clusters Score -2039675 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2039876.250000 Penalty: 4819.500977
	Iteration 16Q: 3 clusters Score -2039876 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2040016.000000 Penalty: 4819.500977
	Iteration 17Q: 3 clusters Score -2040016 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2040120.375000 Penalty: 4819.500977
	Iteration 18Q: 3 clusters Score -2040120 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2040191.125000 Penalty: 4819.500977
	Iteration 19Q: 3 clusters Score -2040191 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2040244.500000 Penalty: 4819.500977
	Iteration 20F: 3 clusters Score -2040244 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2040288.875000 Penalty: 4819.500977
	Iteration 21Q: 3 clusters Score -2040289 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2040321.750000 Penalty: 4819.500977
	Iteration 22Q: 3 clusters Score -2040322 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2040373.125000 Penalty: 4819.500977
	Iteration 23Q: 3 clusters Score -2040373 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2040428.500000 Penalty: 4819.500977
	Iteration 24Q: 3 clusters Score -2040428 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2040482.500000 Penalty: 4819.500977
	Iteration 25Q: 3 clusters Score -2040482 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2040552.000000 Penalty: 4819.500977
	Iteration 26Q: 3 clusters Score -2040552 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2040609.250000 Penalty: 4819.500977
	Iteration 27Q: 3 clusters Score -2040609 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2040663.875000 Penalty: 4819.500977
	Iteration 28Q: 3 clusters Score -2040664 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2040723.250000 Penalty: 4819.500977
	Iteration 29Q: 3 clusters Score -2040723 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2040789.875000 Penalty: 4819.500977
	Iteration 30Q: 3 clusters Score -2040790 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2040861.375000 Penalty: 4819.500977
	Iteration 31Q: 3 clusters Score -2040861 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2040935.000000 Penalty: 4819.500977
	Iteration 32Q: 3 clusters Score -2040935 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2041005.375000 Penalty: 4819.500977
	Iteration 33Q: 3 clusters Score -2041005 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2041089.000000 Penalty: 4819.500977
	Iteration 34Q: 3 clusters Score -2041089 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2041162.625000 Penalty: 4819.500977
	Iteration 35Q: 3 clusters Score -2041163 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2041251.625000 Penalty: 4819.500977
	Iteration 36Q: 3 clusters Score -2041252 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2041318.875000 Penalty: 4819.500977
	Iteration 37Q: 3 clusters Score -2041319 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2041382.500000 Penalty: 4819.500977
	Iteration 38Q: 3 clusters Score -2041382 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2041438.750000 Penalty: 4819.500977
	Iteration 39Q: 3 clusters Score -2041439 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2041510.875000 Penalty: 4819.500977
	Iteration 40F: 3 clusters Score -2041511 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2041571.875000 Penalty: 4819.500977
	Iteration 41Q: 3 clusters Score -2041572 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2041636.875000 Penalty: 4819.500977
	Iteration 42Q: 3 clusters Score -2041637 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2041679.250000 Penalty: 4819.500977
	Iteration 43Q: 3 clusters Score -2041679 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2041723.000000 Penalty: 4819.500977
	Iteration 44Q: 3 clusters Score -2041723 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2041764.000000 Penalty: 4819.500977
	Iteration 45Q: 3 clusters Score -2041764 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2041795.625000 Penalty: 4819.500977
	Iteration 46Q: 3 clusters Score -2041796 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2041823.500000 Penalty: 4819.500977
	Iteration 47Q: 3 clusters Score -2041824 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2041860.500000 Penalty: 4819.500977
	Iteration 48Q: 3 clusters Score -2041860 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2041885.500000 Penalty: 4819.500977
	Iteration 49Q: 3 clusters Score -2041886 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2041911.875000 Penalty: 4819.500977
	Iteration 50Q: 3 clusters Score -2041912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2041926.125000 Penalty: 4819.500977
	Iteration 51Q: 3 clusters Score -2041926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2041951.250000 Penalty: 4819.500977
	Iteration 52Q: 3 clusters Score -2041951 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2041950.375000 Penalty: 4819.500977
	Iteration 53Q: 3 clusters Score -2041950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2041961.625000 Penalty: 4819.500977
	Iteration 54Q: 3 clusters Score -2041962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2041977.125000 Penalty: 4819.500977
	Iteration 55Q: 3 clusters Score -2041977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2041988.125000 Penalty: 4819.500977
	Iteration 56Q: 3 clusters Score -2041988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2041994.875000 Penalty: 4819.500977
	Iteration 57Q: 3 clusters Score -2041995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2042006.750000 Penalty: 4819.500977
	Iteration 58Q: 3 clusters Score -2042007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2042008.250000 Penalty: 4819.500977
	Iteration 59Q: 3 clusters Score -2042008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2042012.875000 Penalty: 4819.500977
	Iteration 60F: 3 clusters Score -2042013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2042017.750000 Penalty: 4819.500977
	Iteration 61Q: 3 clusters Score -2042018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2042027.000000 Penalty: 4819.500977
	Iteration 62Q: 3 clusters Score -2042027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2042026.750000 Penalty: 4819.500977
	Iteration 63Q: 3 clusters Score -2042027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2042033.375000 Penalty: 4819.500977
	Iteration 64Q: 3 clusters Score -2042033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2042033.500000 Penalty: 4819.500977
	Iteration 65Q: 3 clusters Score -2042034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2042037.000000 Penalty: 4819.500977
	Iteration 66Q: 3 clusters Score -2042037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2042045.500000 Penalty: 4819.500977
	Iteration 67Q: 3 clusters Score -2042046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2042048.000000 Penalty: 4819.500977
	Iteration 68Q: 3 clusters Score -2042048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2042049.500000 Penalty: 4819.500977
	Iteration 69Q: 3 clusters Score -2042050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2042057.375000 Penalty: 4819.500977
	Iteration 70Q: 3 clusters Score -2042057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2042055.375000 Penalty: 4819.500977
	Iteration 71Q: 3 clusters Score -2042055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2042060.125000 Penalty: 4819.500977
	Iteration 72Q: 3 clusters Score -2042060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2042061.125000 Penalty: 4819.500977
	Iteration 73Q: 3 clusters Score -2042061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2042068.000000 Penalty: 4819.500977
	Iteration 74Q: 3 clusters Score -2042068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2042069.375000 Penalty: 4819.500977
	Iteration 75Q: 3 clusters Score -2042069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2042070.500000 Penalty: 4819.500977
	Iteration 76Q: 3 clusters Score -2042070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2042078.000000 Penalty: 4819.500977
	Iteration 77Q: 3 clusters Score -2042078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2042079.625000 Penalty: 4819.500977
	Iteration 78Q: 3 clusters Score -2042080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2042081.250000 Penalty: 4819.500977
	Iteration 79Q: 3 clusters Score -2042081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2042081.250000 Penalty: 4819.500977
	Iteration 80F: 3 clusters Score -2042081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2042080.000000 Penalty: 4819.500977
	Iteration 81Q: 3 clusters Score -2042080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2042081.625000 Penalty: 4819.500977
	Iteration 82Q: 3 clusters Score -2042082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2042079.625000 Penalty: 4819.500977
	Iteration 83Q: 3 clusters Score -2042080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2042081.625000 Penalty: 4819.500977
	Iteration 84Q: 3 clusters Score -2042082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2042081.625000 Penalty: 4819.500977
	Iteration 85F: 3 clusters Score -2042082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Entering Unmasked Estep 
Score: -260947.484375 Penalty: 1906.282104
	Iteration 0F: 2 clusters Score -260947.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -258223.828125 Penalty: 3812.564209
	Iteration 0F: 3 clusters Score -258223.8 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -258732.046875 Penalty: 3812.564209
	Iteration 1F: 3 clusters Score -258732 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -258837.546875 Penalty: 3812.564209
	Iteration 2F: 3 clusters Score -258837.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -258888.421875 Penalty: 3812.564209
	Iteration 3Q: 3 clusters Score -258888.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -258914.968750 Penalty: 3812.564209
	Iteration 4Q: 3 clusters Score -258915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -258939.953125 Penalty: 3812.564209
	Iteration 5Q: 3 clusters Score -258940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -258958.234375 Penalty: 3812.564209
	Iteration 6Q: 3 clusters Score -258958.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -258973.484375 Penalty: 3812.564209
	Iteration 7Q: 3 clusters Score -258973.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -258981.578125 Penalty: 3812.564209
	Iteration 8Q: 3 clusters Score -258981.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -258988.843750 Penalty: 3812.564209
	Iteration 9Q: 3 clusters Score -258988.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -258991.921875 Penalty: 3812.564209
	Iteration 10Q: 3 clusters Score -258991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -258993.062500 Penalty: 3812.564209
	Iteration 11Q: 3 clusters Score -258993.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -258994.140625 Penalty: 3812.564209
	Iteration 12Q: 3 clusters Score -258994.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -258995.171875 Penalty: 3812.564209
	Iteration 13Q: 3 clusters Score -258995.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -258996.125000 Penalty: 3812.564209
	Iteration 14Q: 3 clusters Score -258996.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -258997.625000 Penalty: 3812.564209
	Iteration 15Q: 3 clusters Score -258997.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -258998.140625 Penalty: 3812.564209
	Iteration 16Q: 3 clusters Score -258998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -258999.078125 Penalty: 3812.564209
	Iteration 17Q: 3 clusters Score -258999.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -259000.875000 Penalty: 3812.564209
	Iteration 18Q: 3 clusters Score -259000.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -259003.562500 Penalty: 3812.564209
	Iteration 19Q: 3 clusters Score -259003.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -259008.234375 Penalty: 3812.564209
	Iteration 20F: 3 clusters Score -259008.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -259012.031250 Penalty: 3812.564209
	Iteration 21Q: 3 clusters Score -259012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -259013.281250 Penalty: 3812.564209
	Iteration 22Q: 3 clusters Score -259013.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -259013.984375 Penalty: 3812.564209
	Iteration 23Q: 3 clusters Score -259014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -259014.546875 Penalty: 3812.564209
	Iteration 24Q: 3 clusters Score -259014.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -259014.546875 Penalty: 3812.564209
	Iteration 25F: 3 clusters Score -259014.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Entering Unmasked Estep 
Score: -1235964.000000 Penalty: 2271.313232
	Iteration 0F: 2 clusters Score -1235964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1228549.000000 Penalty: 4542.626465
	Iteration 0F: 3 clusters Score -1228549 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1230777.125000 Penalty: 4542.626465
	Iteration 1F: 3 clusters Score -1230777 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1231167.875000 Penalty: 4542.626465
	Iteration 2F: 3 clusters Score -1231168 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1231487.125000 Penalty: 4542.626465
	Iteration 3F: 3 clusters Score -1231487 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1231737.625000 Penalty: 4542.626465
	Iteration 4F: 3 clusters Score -1231738 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1231919.625000 Penalty: 4542.626465
	Iteration 5Q: 3 clusters Score -1231920 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1232092.625000 Penalty: 4542.626465
	Iteration 6Q: 3 clusters Score -1232093 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1232238.875000 Penalty: 4542.626465
	Iteration 7Q: 3 clusters Score -1232239 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1232352.750000 Penalty: 4542.626465
	Iteration 8Q: 3 clusters Score -1232353 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1232445.625000 Penalty: 4542.626465
	Iteration 9Q: 3 clusters Score -1232446 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1232542.750000 Penalty: 4542.626465
	Iteration 10Q: 3 clusters Score -1232543 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1232638.750000 Penalty: 4542.626465
	Iteration 11Q: 3 clusters Score -1232639 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1232743.125000 Penalty: 4542.626465
	Iteration 12Q: 3 clusters Score -1232743 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1232852.875000 Penalty: 4542.626465
	Iteration 13Q: 3 clusters Score -1232853 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1232971.625000 Penalty: 4542.626465
	Iteration 14Q: 3 clusters Score -1232972 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1233067.500000 Penalty: 4542.626465
	Iteration 15Q: 3 clusters Score -1233068 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1233153.875000 Penalty: 4542.626465
	Iteration 16Q: 3 clusters Score -1233154 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1233234.750000 Penalty: 4542.626465
	Iteration 17Q: 3 clusters Score -1233235 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1233313.875000 Penalty: 4542.626465
	Iteration 18Q: 3 clusters Score -1233314 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1233397.625000 Penalty: 4542.626465
	Iteration 19Q: 3 clusters Score -1233398 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1233470.375000 Penalty: 4542.626465
	Iteration 20F: 3 clusters Score -1233470 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1233537.375000 Penalty: 4542.626465
	Iteration 21Q: 3 clusters Score -1233537 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1233592.500000 Penalty: 4542.626465
	Iteration 22Q: 3 clusters Score -1233592 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1233639.000000 Penalty: 4542.626465
	Iteration 23Q: 3 clusters Score -1233639 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1233686.125000 Penalty: 4542.626465
	Iteration 24Q: 3 clusters Score -1233686 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1233729.500000 Penalty: 4542.626465
	Iteration 25Q: 3 clusters Score -1233730 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1233767.125000 Penalty: 4542.626465
	Iteration 26Q: 3 clusters Score -1233767 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1233800.000000 Penalty: 4542.626465
	Iteration 27Q: 3 clusters Score -1233800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1233811.375000 Penalty: 4542.626465
	Iteration 28Q: 3 clusters Score -1233811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1233827.000000 Penalty: 4542.626465
	Iteration 29Q: 3 clusters Score -1233827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1233845.250000 Penalty: 4542.626465
	Iteration 30Q: 3 clusters Score -1233845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1233864.625000 Penalty: 4542.626465
	Iteration 31Q: 3 clusters Score -1233865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1233876.125000 Penalty: 4542.626465
	Iteration 32Q: 3 clusters Score -1233876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1233889.125000 Penalty: 4542.626465
	Iteration 33Q: 3 clusters Score -1233889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1233902.125000 Penalty: 4542.626465
	Iteration 34Q: 3 clusters Score -1233902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1233913.375000 Penalty: 4542.626465
	Iteration 35Q: 3 clusters Score -1233913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1233920.250000 Penalty: 4542.626465
	Iteration 36Q: 3 clusters Score -1233920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1233929.875000 Penalty: 4542.626465
	Iteration 37Q: 3 clusters Score -1233930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1233938.750000 Penalty: 4542.626465
	Iteration 38Q: 3 clusters Score -1233939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1233945.125000 Penalty: 4542.626465
	Iteration 39Q: 3 clusters Score -1233945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1233949.500000 Penalty: 4542.626465
	Iteration 40F: 3 clusters Score -1233950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1233954.125000 Penalty: 4542.626465
	Iteration 41Q: 3 clusters Score -1233954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1233959.500000 Penalty: 4542.626465
	Iteration 42Q: 3 clusters Score -1233960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1233964.000000 Penalty: 4542.626465
	Iteration 43Q: 3 clusters Score -1233964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1233967.500000 Penalty: 4542.626465
	Iteration 44Q: 3 clusters Score -1233968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1233969.375000 Penalty: 4542.626465
	Iteration 45Q: 3 clusters Score -1233969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1233969.750000 Penalty: 4542.626465
	Iteration 46Q: 3 clusters Score -1233970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1233968.500000 Penalty: 4542.626465
	Iteration 47Q: 3 clusters Score -1233968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1233968.500000 Penalty: 4542.626465
	Iteration 48F: 3 clusters Score -1233968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Entering Unmasked Estep 
Score: -927488.000000 Penalty: 2209.087891
	Iteration 0F: 2 clusters Score -927488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -921452.875000 Penalty: 4418.175781
	Iteration 0F: 3 clusters Score -921452.9 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -923127.500000 Penalty: 4418.175781
	Iteration 1F: 3 clusters Score -923127.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -923421.000000 Penalty: 4418.175781
	Iteration 2F: 3 clusters Score -923421 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -923632.437500 Penalty: 4418.175781
	Iteration 3F: 3 clusters Score -923632.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -923787.625000 Penalty: 4418.175781
	Iteration 4Q: 3 clusters Score -923787.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -923915.187500 Penalty: 4418.175781
	Iteration 5Q: 3 clusters Score -923915.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -924025.687500 Penalty: 4418.175781
	Iteration 6Q: 3 clusters Score -924025.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -924145.687500 Penalty: 4418.175781
	Iteration 7Q: 3 clusters Score -924145.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -924268.125000 Penalty: 4418.175781
	Iteration 8Q: 3 clusters Score -924268.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -924405.437500 Penalty: 4418.175781
	Iteration 9Q: 3 clusters Score -924405.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -924556.812500 Penalty: 4418.175781
	Iteration 10Q: 3 clusters Score -924556.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -924707.875000 Penalty: 4418.175781
	Iteration 11Q: 3 clusters Score -924707.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -924857.500000 Penalty: 4418.175781
	Iteration 12Q: 3 clusters Score -924857.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -924994.187500 Penalty: 4418.175781
	Iteration 13Q: 3 clusters Score -924994.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -925112.375000 Penalty: 4418.175781
	Iteration 14Q: 3 clusters Score -925112.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -925192.937500 Penalty: 4418.175781
	Iteration 15Q: 3 clusters Score -925192.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -925253.875000 Penalty: 4418.175781
	Iteration 16Q: 3 clusters Score -925253.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -925308.875000 Penalty: 4418.175781
	Iteration 17Q: 3 clusters Score -925308.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -925358.125000 Penalty: 4418.175781
	Iteration 18Q: 3 clusters Score -925358.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -925405.062500 Penalty: 4418.175781
	Iteration 19Q: 3 clusters Score -925405.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -925443.437500 Penalty: 4418.175781
	Iteration 20F: 3 clusters Score -925443.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -925476.062500 Penalty: 4418.175781
	Iteration 21Q: 3 clusters Score -925476.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -925500.687500 Penalty: 4418.175781
	Iteration 22Q: 3 clusters Score -925500.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -925532.375000 Penalty: 4418.175781
	Iteration 23Q: 3 clusters Score -925532.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -925558.437500 Penalty: 4418.175781
	Iteration 24Q: 3 clusters Score -925558.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -925592.562500 Penalty: 4418.175781
	Iteration 25Q: 3 clusters Score -925592.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -925614.125000 Penalty: 4418.175781
	Iteration 26Q: 3 clusters Score -925614.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -925642.875000 Penalty: 4418.175781
	Iteration 27Q: 3 clusters Score -925642.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -925662.000000 Penalty: 4418.175781
	Iteration 28Q: 3 clusters Score -925662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -925670.875000 Penalty: 4418.175781
	Iteration 29Q: 3 clusters Score -925670.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -925681.250000 Penalty: 4418.175781
	Iteration 30Q: 3 clusters Score -925681.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -925688.062500 Penalty: 4418.175781
	Iteration 31Q: 3 clusters Score -925688.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -925697.687500 Penalty: 4418.175781
	Iteration 32Q: 3 clusters Score -925697.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -925706.125000 Penalty: 4418.175781
	Iteration 33Q: 3 clusters Score -925706.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -925713.187500 Penalty: 4418.175781
	Iteration 34Q: 3 clusters Score -925713.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -925720.062500 Penalty: 4418.175781
	Iteration 35Q: 3 clusters Score -925720.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -925719.937500 Penalty: 4418.175781
	Iteration 36Q: 3 clusters Score -925719.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -925723.812500 Penalty: 4418.175781
	Iteration 37Q: 3 clusters Score -925723.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -925723.937500 Penalty: 4418.175781
	Iteration 38Q: 3 clusters Score -925723.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -925729.875000 Penalty: 4418.175781
	Iteration 39Q: 3 clusters Score -925729.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -925734.187500 Penalty: 4418.175781
	Iteration 40F: 3 clusters Score -925734.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -925747.500000 Penalty: 4418.175781
	Iteration 41Q: 3 clusters Score -925747.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -925757.437500 Penalty: 4418.175781
	Iteration 42Q: 3 clusters Score -925757.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -925766.437500 Penalty: 4418.175781
	Iteration 43Q: 3 clusters Score -925766.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -925771.437500 Penalty: 4418.175781
	Iteration 44Q: 3 clusters Score -925771.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -925777.875000 Penalty: 4418.175781
	Iteration 45Q: 3 clusters Score -925777.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -925785.500000 Penalty: 4418.175781
	Iteration 46Q: 3 clusters Score -925785.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -925783.937500 Penalty: 4418.175781
	Iteration 47Q: 3 clusters Score -925783.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -925787.625000 Penalty: 4418.175781
	Iteration 48Q: 3 clusters Score -925787.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -925789.312500 Penalty: 4418.175781
	Iteration 49Q: 3 clusters Score -925789.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -925790.250000 Penalty: 4418.175781
	Iteration 50Q: 3 clusters Score -925790.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -925792.312500 Penalty: 4418.175781
	Iteration 51Q: 3 clusters Score -925792.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -925792.250000 Penalty: 4418.175781
	Iteration 52Q: 3 clusters Score -925792.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -925791.812500 Penalty: 4418.175781
	Iteration 53Q: 3 clusters Score -925791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -925792.125000 Penalty: 4418.175781
	Iteration 54Q: 3 clusters Score -925792.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -925792.250000 Penalty: 4418.175781
	Iteration 55Q: 3 clusters Score -925792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -925794.312500 Penalty: 4418.175781
	Iteration 56Q: 3 clusters Score -925794.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -925796.062500 Penalty: 4418.175781
	Iteration 57Q: 3 clusters Score -925796.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -925796.437500 Penalty: 4418.175781
	Iteration 58Q: 3 clusters Score -925796.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -925798.937500 Penalty: 4418.175781
	Iteration 59Q: 3 clusters Score -925798.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -925801.937500 Penalty: 4418.175781
	Iteration 60F: 3 clusters Score -925801.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -925801.812500 Penalty: 4418.175781
	Iteration 61Q: 3 clusters Score -925801.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -925801.812500 Penalty: 4418.175781
	Iteration 62F: 3 clusters Score -925801.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -67226.609375 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -67226.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65791.914062 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -65791.91 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66143.210938 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -66143.21 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66465.453125 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -66465.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -66645.757812 Penalty: 3213.340576
	Iteration 3F: 3 clusters Score -66645.76 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -66796.187500 Penalty: 3213.340576
	Iteration 4F: 3 clusters Score -66796.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66904.757812 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -66904.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -66967.312500 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -66967.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -67016.664062 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -67016.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -67070.031250 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -67070.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -67117.890625 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -67117.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -67256.976562 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -67256.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -67311.835938 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -67311.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -67314.609375 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -67314.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -67333.023438 Penalty: 3213.340576
	Iteration 13Q: 3 clusters Score -67333.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -67335.296875 Penalty: 3213.340576
	Iteration 14Q: 3 clusters Score -67335.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -67337.187500 Penalty: 3213.340576
	Iteration 15Q: 3 clusters Score -67337.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -67337.187500 Penalty: 3213.340576
	Iteration 16F: 3 clusters Score -67337.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6195 members 
Mstep: Class 4 contains 16593 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7388 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 17603 members 
Mstep: Class 10 contains 171942 members 
Mstep: Class 11 contains 11793 members 
Mstep: Class 12 contains 175969 members 
Mstep: Class 13 contains 65577 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 131357 members 
Mstep: Class 18 contains 98329 members 
Mstep: Class 19 contains 15396 members 
Mstep: Class 20 contains 89495 members 
Mstep: Class 21 contains 73077 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5051 members 
Mstep: Class 25 contains 12802 members 
Mstep: Class 26 contains 24839 members 
Mstep: Class 27 contains 47881 members 
Mstep: Class 28 contains 18528 members 
Mstep: Class 29 contains 6343 members 
Mstep: Class 30 contains 5089 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 77853 members 
Mstep: Class 33 contains 20682 members 
Mstep: Class 34 contains 11471 members 
Mstep: Class 35 contains 8108 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10281 members 
Mstep: Class 38 contains 9845 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13156 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Mstep: Class 43 contains 196 members 
Entering Unmasked Estep 
Score: -150946784.000000 Penalty: 149390.437500
Splitting cluster 8 changes total score from -150948192.000000 to -150946784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (17603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Entering Unmasked Estep 
Score: -2140236.000000 Penalty: 2424.404541
	Iteration 0F: 2 clusters Score -2140236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2127720.000000 Penalty: 4848.809082
	Iteration 0F: 3 clusters Score -2127720 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2131999.500000 Penalty: 4848.809082
	Iteration 1F: 3 clusters Score -2132000 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2132640.500000 Penalty: 4848.809082
	Iteration 2F: 3 clusters Score -2132640 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2133175.250000 Penalty: 4848.809082
	Iteration 3F: 3 clusters Score -2133175 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2133658.750000 Penalty: 4848.809082
	Iteration 4F: 3 clusters Score -2133659 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2134172.250000 Penalty: 4848.809082
	Iteration 5F: 3 clusters Score -2134172 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2134784.000000 Penalty: 4848.809082
	Iteration 6F: 3 clusters Score -2134784 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2135473.750000 Penalty: 4848.809082
	Iteration 7F: 3 clusters Score -2135474 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2136120.250000 Penalty: 4848.809082
	Iteration 8F: 3 clusters Score -2136120 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2136690.000000 Penalty: 4848.809082
	Iteration 9Q: 3 clusters Score -2136690 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2137112.750000 Penalty: 4848.809082
	Iteration 10Q: 3 clusters Score -2137113 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2137469.750000 Penalty: 4848.809082
	Iteration 11Q: 3 clusters Score -2137470 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2137765.500000 Penalty: 4848.809082
	Iteration 12Q: 3 clusters Score -2137766 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2137987.500000 Penalty: 4848.809082
	Iteration 13Q: 3 clusters Score -2137988 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2138157.250000 Penalty: 4848.809082
	Iteration 14Q: 3 clusters Score -2138157 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2138289.000000 Penalty: 4848.809082
	Iteration 15Q: 3 clusters Score -2138289 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2138390.750000 Penalty: 4848.809082
	Iteration 16Q: 3 clusters Score -2138391 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2138467.750000 Penalty: 4848.809082
	Iteration 17Q: 3 clusters Score -2138468 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2138523.000000 Penalty: 4848.809082
	Iteration 18Q: 3 clusters Score -2138523 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2138557.750000 Penalty: 4848.809082
	Iteration 19Q: 3 clusters Score -2138558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2138589.000000 Penalty: 4848.809082
	Iteration 20F: 3 clusters Score -2138589 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2138610.500000 Penalty: 4848.809082
	Iteration 21Q: 3 clusters Score -2138610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2138623.750000 Penalty: 4848.809082
	Iteration 22Q: 3 clusters Score -2138624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2138625.750000 Penalty: 4848.809082
	Iteration 23Q: 3 clusters Score -2138626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2138637.500000 Penalty: 4848.809082
	Iteration 24Q: 3 clusters Score -2138638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2138650.000000 Penalty: 4848.809082
	Iteration 25Q: 3 clusters Score -2138650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2138655.750000 Penalty: 4848.809082
	Iteration 26Q: 3 clusters Score -2138656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2138661.500000 Penalty: 4848.809082
	Iteration 27Q: 3 clusters Score -2138662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2138666.000000 Penalty: 4848.809082
	Iteration 28Q: 3 clusters Score -2138666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2138671.000000 Penalty: 4848.809082
	Iteration 29Q: 3 clusters Score -2138671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2138682.500000 Penalty: 4848.809082
	Iteration 30Q: 3 clusters Score -2138682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2138686.500000 Penalty: 4848.809082
	Iteration 31Q: 3 clusters Score -2138686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2138693.000000 Penalty: 4848.809082
	Iteration 32Q: 3 clusters Score -2138693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2138694.750000 Penalty: 4848.809082
	Iteration 33Q: 3 clusters Score -2138695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2138700.500000 Penalty: 4848.809082
	Iteration 34Q: 3 clusters Score -2138700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2138703.500000 Penalty: 4848.809082
	Iteration 35Q: 3 clusters Score -2138704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2138710.750000 Penalty: 4848.809082
	Iteration 36Q: 3 clusters Score -2138711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2138713.750000 Penalty: 4848.809082
	Iteration 37Q: 3 clusters Score -2138714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2138714.250000 Penalty: 4848.809082
	Iteration 38Q: 3 clusters Score -2138714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2138715.000000 Penalty: 4848.809082
	Iteration 39Q: 3 clusters Score -2138715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2138716.500000 Penalty: 4848.809082
	Iteration 40F: 3 clusters Score -2138716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2138714.500000 Penalty: 4848.809082
	Iteration 41Q: 3 clusters Score -2138714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2138718.500000 Penalty: 4848.809082
	Iteration 42Q: 3 clusters Score -2138718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2138724.750000 Penalty: 4848.809082
	Iteration 43Q: 3 clusters Score -2138725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2138729.500000 Penalty: 4848.809082
	Iteration 44Q: 3 clusters Score -2138730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2138732.500000 Penalty: 4848.809082
	Iteration 45Q: 3 clusters Score -2138732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2138735.250000 Penalty: 4848.809082
	Iteration 46Q: 3 clusters Score -2138735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2138738.750000 Penalty: 4848.809082
	Iteration 47Q: 3 clusters Score -2138739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2138735.500000 Penalty: 4848.809082
	Iteration 48Q: 3 clusters Score -2138736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2138735.000000 Penalty: 4848.809082
	Iteration 49Q: 3 clusters Score -2138735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2138734.500000 Penalty: 4848.809082
	Iteration 50Q: 3 clusters Score -2138734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2138736.000000 Penalty: 4848.809082
	Iteration 51Q: 3 clusters Score -2138736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2138735.000000 Penalty: 4848.809082
	Iteration 52Q: 3 clusters Score -2138735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2138736.750000 Penalty: 4848.809082
	Iteration 53Q: 3 clusters Score -2138737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2138739.750000 Penalty: 4848.809082
	Iteration 54Q: 3 clusters Score -2138740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2138739.750000 Penalty: 4848.809082
	Iteration 55Q: 3 clusters Score -2138740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2138739.750000 Penalty: 4848.809082
	Iteration 56F: 3 clusters Score -2138740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (171942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171942 members 
Entering Unmasked Estep 
Score: -22254710.000000 Penalty: 2989.618408
	Iteration 0F: 2 clusters Score -2.225471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86015 members 
Mstep: Class 2 contains 85927 members 
Entering Unmasked Estep 
Score: -22145256.000000 Penalty: 5979.236816
	Iteration 0F: 3 clusters Score -2.214526e+07 nChanged 82679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85756 members 
Mstep: Class 2 contains 86186 members 
Entering Unmasked Estep 
Score: -22193528.000000 Penalty: 5979.236816
	Iteration 1F: 3 clusters Score -2.219353e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -22194512.000000 Penalty: 5979.236816
	Iteration 2Q: 3 clusters Score -2.219451e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84897 members 
Mstep: Class 2 contains 87045 members 
Entering Unmasked Estep 
Score: -22195502.000000 Penalty: 5979.236816
	Iteration 3Q: 3 clusters Score -2.21955e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83858 members 
Mstep: Class 2 contains 88084 members 
Entering Unmasked Estep 
Score: -22196952.000000 Penalty: 5979.236816
	Iteration 4Q: 3 clusters Score -2.219695e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82146 members 
Mstep: Class 2 contains 89796 members 
Entering Unmasked Estep 
Score: -22198986.000000 Penalty: 5979.236816
	Iteration 5Q: 3 clusters Score -2.219899e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79563 members 
Mstep: Class 2 contains 92379 members 
Entering Unmasked Estep 
Score: -22202054.000000 Penalty: 5979.236816
	Iteration 6Q: 3 clusters Score -2.220205e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76031 members 
Mstep: Class 2 contains 95911 members 
Entering Unmasked Estep 
Score: -22206256.000000 Penalty: 5979.236816
	Iteration 7F: 3 clusters Score -2.220626e+07 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71700 members 
Mstep: Class 2 contains 100242 members 
Entering Unmasked Estep 
Score: -22210742.000000 Penalty: 5979.236816
	Iteration 8F: 3 clusters Score -2.221074e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 104866 members 
Entering Unmasked Estep 
Score: -22214968.000000 Penalty: 5979.236816
	Iteration 9F: 3 clusters Score -2.221497e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 109696 members 
Entering Unmasked Estep 
Score: -22218564.000000 Penalty: 5979.236816
	Iteration 10F: 3 clusters Score -2.221856e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 114682 members 
Entering Unmasked Estep 
Score: -22221248.000000 Penalty: 5979.236816
	Iteration 11Q: 3 clusters Score -2.222125e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 120141 members 
Entering Unmasked Estep 
Score: -22223554.000000 Penalty: 5979.236816
	Iteration 12Q: 3 clusters Score -2.222355e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 126013 members 
Entering Unmasked Estep 
Score: -22225968.000000 Penalty: 5979.236816
	Iteration 13Q: 3 clusters Score -2.222597e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 132623 members 
Entering Unmasked Estep 
Score: -22229010.000000 Penalty: 5979.236816
	Iteration 14Q: 3 clusters Score -2.222901e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 139591 members 
Entering Unmasked Estep 
Score: -22232554.000000 Penalty: 5979.236816
	Iteration 15Q: 3 clusters Score -2.223255e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 146784 members 
Entering Unmasked Estep 
Score: -22236516.000000 Penalty: 5979.236816
	Iteration 16Q: 3 clusters Score -2.223652e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 153726 members 
Entering Unmasked Estep 
Score: -22240952.000000 Penalty: 5979.236816
	Iteration 17Q: 3 clusters Score -2.224095e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 160047 members 
Entering Unmasked Estep 
Score: -22245362.000000 Penalty: 5979.236816
	Iteration 18Q: 3 clusters Score -2.224536e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 164961 members 
Entering Unmasked Estep 
Score: -22248408.000000 Penalty: 5979.236816
	Iteration 19Q: 3 clusters Score -2.224841e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 168223 members 
Entering Unmasked Estep 
Score: -22250190.000000 Penalty: 5979.236816
	Iteration 20F: 3 clusters Score -2.225019e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 169964 members 
Entering Unmasked Estep 
Score: -22251196.000000 Penalty: 5979.236816
	Iteration 21Q: 3 clusters Score -2.22512e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 170775 members 
Entering Unmasked Estep 
Score: -22251602.000000 Penalty: 5979.236816
	Iteration 22Q: 3 clusters Score -2.22516e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 171129 members 
Entering Unmasked Estep 
Score: -22251774.000000 Penalty: 5979.236816
	Iteration 23Q: 3 clusters Score -2.225177e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 171276 members 
Entering Unmasked Estep 
Score: -22251902.000000 Penalty: 5979.236816
	Iteration 24Q: 3 clusters Score -2.22519e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 171351 members 
Entering Unmasked Estep 
Score: -22252010.000000 Penalty: 5979.236816
	Iteration 25Q: 3 clusters Score -2.225201e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 171395 members 
Entering Unmasked Estep 
Score: -22252026.000000 Penalty: 5979.236816
	Iteration 26Q: 3 clusters Score -2.225203e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 171420 members 
Entering Unmasked Estep 
Score: -22252060.000000 Penalty: 5979.236816
	Iteration 27Q: 3 clusters Score -2.225206e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 171436 members 
Entering Unmasked Estep 
Score: -22252078.000000 Penalty: 5979.236816
	Iteration 28Q: 3 clusters Score -2.225208e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 171456 members 
Entering Unmasked Estep 
Score: -22252088.000000 Penalty: 5979.236816
	Iteration 29Q: 3 clusters Score -2.225209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 171469 members 
Entering Unmasked Estep 
Score: -22252090.000000 Penalty: 5979.236816
	Iteration 30Q: 3 clusters Score -2.225209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 171472 members 
Entering Unmasked Estep 
Score: -22252118.000000 Penalty: 5979.236816
	Iteration 31Q: 3 clusters Score -2.225212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 171472 members 
Entering Unmasked Estep 
Score: -22252092.000000 Penalty: 5979.236816
	Iteration 32Q: 3 clusters Score -2.225209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 171477 members 
Entering Unmasked Estep 
Score: -22252106.000000 Penalty: 5979.236816
	Iteration 33Q: 3 clusters Score -2.225211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 171483 members 
Entering Unmasked Estep 
Score: -22252094.000000 Penalty: 5979.236816
	Iteration 34Q: 3 clusters Score -2.225209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 171489 members 
Entering Unmasked Estep 
Score: -22252100.000000 Penalty: 5979.236816
	Iteration 35Q: 3 clusters Score -2.22521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 171488 members 
Entering Unmasked Estep 
Score: -22252110.000000 Penalty: 5979.236816
	Iteration 36Q: 3 clusters Score -2.225211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 171488 members 
Entering Unmasked Estep 
Score: -22252108.000000 Penalty: 5979.236816
	Iteration 37Q: 3 clusters Score -2.225211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 171489 members 
Entering Unmasked Estep 
Score: -22252102.000000 Penalty: 5979.236816
	Iteration 38Q: 3 clusters Score -2.22521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 171490 members 
Entering Unmasked Estep 
Score: -22252108.000000 Penalty: 5979.236816
	Iteration 39Q: 3 clusters Score -2.225211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 171492 members 
Entering Unmasked Estep 
Score: -22252114.000000 Penalty: 5979.236816
	Iteration 40F: 3 clusters Score -2.225211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 171493 members 
Entering Unmasked Estep 
Score: -22252116.000000 Penalty: 5979.236816
	Iteration 41Q: 3 clusters Score -2.225212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 171493 members 
Entering Unmasked Estep 
Score: -22252116.000000 Penalty: 5979.236816
	Iteration 42F: 3 clusters Score -2.225212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Entering Unmasked Estep 
Score: -1423326.875000 Penalty: 2325.064697
	Iteration 0F: 2 clusters Score -1423327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1414493.250000 Penalty: 4650.129395
	Iteration 0F: 3 clusters Score -1414493 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1417178.625000 Penalty: 4650.129395
	Iteration 1F: 3 clusters Score -1417179 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1417571.125000 Penalty: 4650.129395
	Iteration 2F: 3 clusters Score -1417571 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1417927.000000 Penalty: 4650.129395
	Iteration 3F: 3 clusters Score -1417927 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1418282.625000 Penalty: 4650.129395
	Iteration 4F: 3 clusters Score -1418283 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1418608.250000 Penalty: 4650.129395
	Iteration 5Q: 3 clusters Score -1418608 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1418932.875000 Penalty: 4650.129395
	Iteration 6Q: 3 clusters Score -1418933 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1419244.875000 Penalty: 4650.129395
	Iteration 7Q: 3 clusters Score -1419245 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1419541.125000 Penalty: 4650.129395
	Iteration 8Q: 3 clusters Score -1419541 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1419836.500000 Penalty: 4650.129395
	Iteration 9Q: 3 clusters Score -1419836 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1420115.125000 Penalty: 4650.129395
	Iteration 10Q: 3 clusters Score -1420115 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1420376.875000 Penalty: 4650.129395
	Iteration 11Q: 3 clusters Score -1420377 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1420618.375000 Penalty: 4650.129395
	Iteration 12Q: 3 clusters Score -1420618 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1420794.500000 Penalty: 4650.129395
	Iteration 13Q: 3 clusters Score -1420794 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1420943.875000 Penalty: 4650.129395
	Iteration 14Q: 3 clusters Score -1420944 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1421089.250000 Penalty: 4650.129395
	Iteration 15Q: 3 clusters Score -1421089 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1421216.125000 Penalty: 4650.129395
	Iteration 16Q: 3 clusters Score -1421216 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1421306.750000 Penalty: 4650.129395
	Iteration 17Q: 3 clusters Score -1421307 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1421373.750000 Penalty: 4650.129395
	Iteration 18Q: 3 clusters Score -1421374 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1421433.625000 Penalty: 4650.129395
	Iteration 19Q: 3 clusters Score -1421434 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1421481.875000 Penalty: 4650.129395
	Iteration 20F: 3 clusters Score -1421482 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1421520.000000 Penalty: 4650.129395
	Iteration 21Q: 3 clusters Score -1421520 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1421546.875000 Penalty: 4650.129395
	Iteration 22Q: 3 clusters Score -1421547 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1421569.000000 Penalty: 4650.129395
	Iteration 23Q: 3 clusters Score -1421569 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1421589.625000 Penalty: 4650.129395
	Iteration 24Q: 3 clusters Score -1421590 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1421603.000000 Penalty: 4650.129395
	Iteration 25Q: 3 clusters Score -1421603 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1421610.375000 Penalty: 4650.129395
	Iteration 26Q: 3 clusters Score -1421610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1421617.875000 Penalty: 4650.129395
	Iteration 27Q: 3 clusters Score -1421618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1421628.625000 Penalty: 4650.129395
	Iteration 28Q: 3 clusters Score -1421629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1421627.000000 Penalty: 4650.129395
	Iteration 29Q: 3 clusters Score -1421627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1421631.500000 Penalty: 4650.129395
	Iteration 30Q: 3 clusters Score -1421632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1421639.125000 Penalty: 4650.129395
	Iteration 31Q: 3 clusters Score -1421639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1421644.125000 Penalty: 4650.129395
	Iteration 32Q: 3 clusters Score -1421644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1421642.625000 Penalty: 4650.129395
	Iteration 33Q: 3 clusters Score -1421643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1421643.875000 Penalty: 4650.129395
	Iteration 34Q: 3 clusters Score -1421644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1421648.625000 Penalty: 4650.129395
	Iteration 35Q: 3 clusters Score -1421649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1421646.125000 Penalty: 4650.129395
	Iteration 36Q: 3 clusters Score -1421646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1421648.625000 Penalty: 4650.129395
	Iteration 37Q: 3 clusters Score -1421649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1421646.000000 Penalty: 4650.129395
	Iteration 38Q: 3 clusters Score -1421646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1421648.875000 Penalty: 4650.129395
	Iteration 39Q: 3 clusters Score -1421649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1421647.625000 Penalty: 4650.129395
	Iteration 40F: 3 clusters Score -1421648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (175969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175969 members 
Entering Unmasked Estep 
Score: -22563518.000000 Penalty: 2995.359619
	Iteration 0F: 2 clusters Score -2.256352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88048 members 
Mstep: Class 2 contains 87921 members 
Entering Unmasked Estep 
Score: -22446016.000000 Penalty: 5990.719238
	Iteration 0F: 3 clusters Score -2.244602e+07 nChanged 84183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88551 members 
Mstep: Class 2 contains 87418 members 
Entering Unmasked Estep 
Score: -22495702.000000 Penalty: 5990.719238
	Iteration 1F: 3 clusters Score -2.24957e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 87661 members 
Entering Unmasked Estep 
Score: -22496962.000000 Penalty: 5990.719238
	Iteration 2Q: 3 clusters Score -2.249696e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87779 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -22498508.000000 Penalty: 5990.719238
	Iteration 3Q: 3 clusters Score -2.249851e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86948 members 
Mstep: Class 2 contains 89021 members 
Entering Unmasked Estep 
Score: -22500810.000000 Penalty: 5990.719238
	Iteration 4Q: 3 clusters Score -2.250081e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85676 members 
Mstep: Class 2 contains 90293 members 
Entering Unmasked Estep 
Score: -22503504.000000 Penalty: 5990.719238
	Iteration 5Q: 3 clusters Score -2.25035e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83830 members 
Mstep: Class 2 contains 92139 members 
Entering Unmasked Estep 
Score: -22506446.000000 Penalty: 5990.719238
	Iteration 6Q: 3 clusters Score -2.250645e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81493 members 
Mstep: Class 2 contains 94476 members 
Entering Unmasked Estep 
Score: -22509834.000000 Penalty: 5990.719238
	Iteration 7Q: 3 clusters Score -2.250983e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78540 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -22514062.000000 Penalty: 5990.719238
	Iteration 8Q: 3 clusters Score -2.251406e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75093 members 
Mstep: Class 2 contains 100876 members 
Entering Unmasked Estep 
Score: -22518528.000000 Penalty: 5990.719238
	Iteration 9Q: 3 clusters Score -2.251853e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71317 members 
Mstep: Class 2 contains 104652 members 
Entering Unmasked Estep 
Score: -22524138.000000 Penalty: 5990.719238
	Iteration 10F: 3 clusters Score -2.252414e+07 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67420 members 
Mstep: Class 2 contains 108549 members 
Entering Unmasked Estep 
Score: -22529980.000000 Penalty: 5990.719238
	Iteration 11Q: 3 clusters Score -2.252998e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63716 members 
Mstep: Class 2 contains 112253 members 
Entering Unmasked Estep 
Score: -22534284.000000 Penalty: 5990.719238
	Iteration 12Q: 3 clusters Score -2.253428e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 115600 members 
Entering Unmasked Estep 
Score: -22536848.000000 Penalty: 5990.719238
	Iteration 13Q: 3 clusters Score -2.253685e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Mstep: Class 2 contains 118845 members 
Entering Unmasked Estep 
Score: -22538356.000000 Penalty: 5990.719238
	Iteration 14Q: 3 clusters Score -2.253836e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 122012 members 
Entering Unmasked Estep 
Score: -22539652.000000 Penalty: 5990.719238
	Iteration 15Q: 3 clusters Score -2.253965e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 125225 members 
Entering Unmasked Estep 
Score: -22540852.000000 Penalty: 5990.719238
	Iteration 16Q: 3 clusters Score -2.254085e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 128488 members 
Entering Unmasked Estep 
Score: -22542082.000000 Penalty: 5990.719238
	Iteration 17Q: 3 clusters Score -2.254208e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 131832 members 
Entering Unmasked Estep 
Score: -22543424.000000 Penalty: 5990.719238
	Iteration 18Q: 3 clusters Score -2.254342e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 135227 members 
Entering Unmasked Estep 
Score: -22545034.000000 Penalty: 5990.719238
	Iteration 19Q: 3 clusters Score -2.254503e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 138613 members 
Entering Unmasked Estep 
Score: -22546554.000000 Penalty: 5990.719238
	Iteration 20F: 3 clusters Score -2.254655e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 142089 members 
Entering Unmasked Estep 
Score: -22548330.000000 Penalty: 5990.719238
	Iteration 21Q: 3 clusters Score -2.254833e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 145549 members 
Entering Unmasked Estep 
Score: -22549878.000000 Penalty: 5990.719238
	Iteration 22Q: 3 clusters Score -2.254988e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 148899 members 
Entering Unmasked Estep 
Score: -22551606.000000 Penalty: 5990.719238
	Iteration 23Q: 3 clusters Score -2.255161e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 152242 members 
Entering Unmasked Estep 
Score: -22553222.000000 Penalty: 5990.719238
	Iteration 24Q: 3 clusters Score -2.255322e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 155352 members 
Entering Unmasked Estep 
Score: -22554732.000000 Penalty: 5990.719238
	Iteration 25Q: 3 clusters Score -2.255473e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 158101 members 
Entering Unmasked Estep 
Score: -22556070.000000 Penalty: 5990.719238
	Iteration 26Q: 3 clusters Score -2.255607e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 160511 members 
Entering Unmasked Estep 
Score: -22557188.000000 Penalty: 5990.719238
	Iteration 27Q: 3 clusters Score -2.255719e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 162614 members 
Entering Unmasked Estep 
Score: -22558144.000000 Penalty: 5990.719238
	Iteration 28Q: 3 clusters Score -2.255814e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 164498 members 
Entering Unmasked Estep 
Score: -22558916.000000 Penalty: 5990.719238
	Iteration 29Q: 3 clusters Score -2.255892e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 166080 members 
Entering Unmasked Estep 
Score: -22559600.000000 Penalty: 5990.719238
	Iteration 30Q: 3 clusters Score -2.25596e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 167407 members 
Entering Unmasked Estep 
Score: -22560112.000000 Penalty: 5990.719238
	Iteration 31Q: 3 clusters Score -2.256011e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 168582 members 
Entering Unmasked Estep 
Score: -22560468.000000 Penalty: 5990.719238
	Iteration 32Q: 3 clusters Score -2.256047e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 169518 members 
Entering Unmasked Estep 
Score: -22560770.000000 Penalty: 5990.719238
	Iteration 33Q: 3 clusters Score -2.256077e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 170282 members 
Entering Unmasked Estep 
Score: -22560994.000000 Penalty: 5990.719238
	Iteration 34Q: 3 clusters Score -2.256099e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 170895 members 
Entering Unmasked Estep 
Score: -22561154.000000 Penalty: 5990.719238
	Iteration 35Q: 3 clusters Score -2.256115e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 171404 members 
Entering Unmasked Estep 
Score: -22561294.000000 Penalty: 5990.719238
	Iteration 36Q: 3 clusters Score -2.256129e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 171828 members 
Entering Unmasked Estep 
Score: -22561458.000000 Penalty: 5990.719238
	Iteration 37Q: 3 clusters Score -2.256146e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 172186 members 
Entering Unmasked Estep 
Score: -22561546.000000 Penalty: 5990.719238
	Iteration 38Q: 3 clusters Score -2.256155e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 172475 members 
Entering Unmasked Estep 
Score: -22561642.000000 Penalty: 5990.719238
	Iteration 39Q: 3 clusters Score -2.256164e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 172729 members 
Entering Unmasked Estep 
Score: -22561714.000000 Penalty: 5990.719238
	Iteration 40F: 3 clusters Score -2.256171e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 172923 members 
Entering Unmasked Estep 
Score: -22561788.000000 Penalty: 5990.719238
	Iteration 41Q: 3 clusters Score -2.256179e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 173073 members 
Entering Unmasked Estep 
Score: -22561860.000000 Penalty: 5990.719238
	Iteration 42Q: 3 clusters Score -2.256186e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 173196 members 
Entering Unmasked Estep 
Score: -22561908.000000 Penalty: 5990.719238
	Iteration 43Q: 3 clusters Score -2.256191e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 173303 members 
Entering Unmasked Estep 
Score: -22561966.000000 Penalty: 5990.719238
	Iteration 44Q: 3 clusters Score -2.256197e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 173390 members 
Entering Unmasked Estep 
Score: -22561968.000000 Penalty: 5990.719238
	Iteration 45Q: 3 clusters Score -2.256197e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 173466 members 
Entering Unmasked Estep 
Score: -22561992.000000 Penalty: 5990.719238
	Iteration 46Q: 3 clusters Score -2.256199e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 173539 members 
Entering Unmasked Estep 
Score: -22561984.000000 Penalty: 5990.719238
	Iteration 47Q: 3 clusters Score -2.256198e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 173597 members 
Entering Unmasked Estep 
Score: -22562004.000000 Penalty: 5990.719238
	Iteration 48Q: 3 clusters Score -2.2562e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 173652 members 
Entering Unmasked Estep 
Score: -22562022.000000 Penalty: 5990.719238
	Iteration 49Q: 3 clusters Score -2.256202e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 173697 members 
Entering Unmasked Estep 
Score: -22562030.000000 Penalty: 5990.719238
	Iteration 50Q: 3 clusters Score -2.256203e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 173730 members 
Entering Unmasked Estep 
Score: -22562006.000000 Penalty: 5990.719238
	Iteration 51Q: 3 clusters Score -2.256201e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 173762 members 
Entering Unmasked Estep 
Score: -22562012.000000 Penalty: 5990.719238
	Iteration 52Q: 3 clusters Score -2.256201e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 173786 members 
Entering Unmasked Estep 
Score: -22562002.000000 Penalty: 5990.719238
	Iteration 53Q: 3 clusters Score -2.2562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 173804 members 
Entering Unmasked Estep 
Score: -22562008.000000 Penalty: 5990.719238
	Iteration 54Q: 3 clusters Score -2.256201e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 173816 members 
Entering Unmasked Estep 
Score: -22562010.000000 Penalty: 5990.719238
	Iteration 55Q: 3 clusters Score -2.256201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 173826 members 
Entering Unmasked Estep 
Score: -22561998.000000 Penalty: 5990.719238
	Iteration 56Q: 3 clusters Score -2.2562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 173839 members 
Entering Unmasked Estep 
Score: -22562002.000000 Penalty: 5990.719238
	Iteration 57Q: 3 clusters Score -2.2562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 173855 members 
Entering Unmasked Estep 
Score: -22562036.000000 Penalty: 5990.719238
	Iteration 58Q: 3 clusters Score -2.256204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 173873 members 
Entering Unmasked Estep 
Score: -22562040.000000 Penalty: 5990.719238
	Iteration 59Q: 3 clusters Score -2.256204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 173884 members 
Entering Unmasked Estep 
Score: -22562044.000000 Penalty: 5990.719238
	Iteration 60F: 3 clusters Score -2.256204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 173886 members 
Entering Unmasked Estep 
Score: -22562028.000000 Penalty: 5990.719238
	Iteration 61Q: 3 clusters Score -2.256203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 173890 members 
Entering Unmasked Estep 
Score: -22562014.000000 Penalty: 5990.719238
	Iteration 62Q: 3 clusters Score -2.256201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 173889 members 
Entering Unmasked Estep 
Score: -22562006.000000 Penalty: 5990.719238
	Iteration 63Q: 3 clusters Score -2.256201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 173891 members 
Entering Unmasked Estep 
Score: -22562016.000000 Penalty: 5990.719238
	Iteration 64Q: 3 clusters Score -2.256202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 173891 members 
Entering Unmasked Estep 
Score: -22562016.000000 Penalty: 5990.719238
	Iteration 65F: 3 clusters Score -2.256202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Entering Unmasked Estep 
Score: -8373321.500000 Penalty: 2750.563232
	Iteration 0F: 2 clusters Score -8373322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -8329304.000000 Penalty: 5501.126465
	Iteration 0F: 3 clusters Score -8329304 nChanged 30795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -8346590.500000 Penalty: 5501.126465
	Iteration 1F: 3 clusters Score -8346590 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -8347463.500000 Penalty: 5501.126465
	Iteration 2Q: 3 clusters Score -8347464 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -8348662.500000 Penalty: 5501.126465
	Iteration 3Q: 3 clusters Score -8348662 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -8350408.000000 Penalty: 5501.126465
	Iteration 4F: 3 clusters Score -8350408 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -8352848.000000 Penalty: 5501.126465
	Iteration 5F: 3 clusters Score -8352848 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -8355580.500000 Penalty: 5501.126465
	Iteration 6F: 3 clusters Score -8355580 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -8358107.500000 Penalty: 5501.126465
	Iteration 7F: 3 clusters Score -8358108 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -8360021.500000 Penalty: 5501.126465
	Iteration 8F: 3 clusters Score -8360022 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -8361474.500000 Penalty: 5501.126465
	Iteration 9Q: 3 clusters Score -8361474 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -8362725.000000 Penalty: 5501.126465
	Iteration 10Q: 3 clusters Score -8362725 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -8364028.500000 Penalty: 5501.126465
	Iteration 11Q: 3 clusters Score -8364028 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -8365437.500000 Penalty: 5501.126465
	Iteration 12Q: 3 clusters Score -8365438 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -8366852.000000 Penalty: 5501.126465
	Iteration 13Q: 3 clusters Score -8366852 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -8368176.500000 Penalty: 5501.126465
	Iteration 14Q: 3 clusters Score -8368176 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -8369180.500000 Penalty: 5501.126465
	Iteration 15Q: 3 clusters Score -8369180 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -8369858.500000 Penalty: 5501.126465
	Iteration 16Q: 3 clusters Score -8369858 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -8370181.500000 Penalty: 5501.126465
	Iteration 17Q: 3 clusters Score -8370182 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -8370466.500000 Penalty: 5501.126465
	Iteration 18Q: 3 clusters Score -8370466 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -8370670.500000 Penalty: 5501.126465
	Iteration 19Q: 3 clusters Score -8370670 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -8370781.000000 Penalty: 5501.126465
	Iteration 20F: 3 clusters Score -8370781 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -8370890.000000 Penalty: 5501.126465
	Iteration 21Q: 3 clusters Score -8370890 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -8371011.500000 Penalty: 5501.126465
	Iteration 22Q: 3 clusters Score -8371012 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 59186 members 
Entering Unmasked Estep 
Score: -8371093.000000 Penalty: 5501.126465
	Iteration 23Q: 3 clusters Score -8371093 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -8371109.000000 Penalty: 5501.126465
	Iteration 24Q: 3 clusters Score -8371109 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -8371143.500000 Penalty: 5501.126465
	Iteration 25Q: 3 clusters Score -8371144 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -8371199.000000 Penalty: 5501.126465
	Iteration 26Q: 3 clusters Score -8371199 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 59924 members 
Entering Unmasked Estep 
Score: -8371238.500000 Penalty: 5501.126465
	Iteration 27Q: 3 clusters Score -8371238 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -8371244.000000 Penalty: 5501.126465
	Iteration 28Q: 3 clusters Score -8371244 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 60158 members 
Entering Unmasked Estep 
Score: -8371253.500000 Penalty: 5501.126465
	Iteration 29Q: 3 clusters Score -8371254 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -8371261.500000 Penalty: 5501.126465
	Iteration 30Q: 3 clusters Score -8371262 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 60322 members 
Entering Unmasked Estep 
Score: -8371277.000000 Penalty: 5501.126465
	Iteration 31Q: 3 clusters Score -8371277 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 60409 members 
Entering Unmasked Estep 
Score: -8371287.000000 Penalty: 5501.126465
	Iteration 32Q: 3 clusters Score -8371287 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 60487 members 
Entering Unmasked Estep 
Score: -8371318.500000 Penalty: 5501.126465
	Iteration 33Q: 3 clusters Score -8371318 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -8371344.000000 Penalty: 5501.126465
	Iteration 34Q: 3 clusters Score -8371344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -8371348.500000 Penalty: 5501.126465
	Iteration 35Q: 3 clusters Score -8371348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -8371357.500000 Penalty: 5501.126465
	Iteration 36Q: 3 clusters Score -8371358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -8371374.000000 Penalty: 5501.126465
	Iteration 37Q: 3 clusters Score -8371374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -8371373.500000 Penalty: 5501.126465
	Iteration 38Q: 3 clusters Score -8371374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -8371382.500000 Penalty: 5501.126465
	Iteration 39Q: 3 clusters Score -8371382 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -8371371.000000 Penalty: 5501.126465
	Iteration 40F: 3 clusters Score -8371371 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 60966 members 
Entering Unmasked Estep 
Score: -8371383.500000 Penalty: 5501.126465
	Iteration 41Q: 3 clusters Score -8371384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -8371395.500000 Penalty: 5501.126465
	Iteration 42Q: 3 clusters Score -8371396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -8371376.500000 Penalty: 5501.126465
	Iteration 43Q: 3 clusters Score -8371376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -8371374.500000 Penalty: 5501.126465
	Iteration 44Q: 3 clusters Score -8371374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 61118 members 
Entering Unmasked Estep 
Score: -8371367.000000 Penalty: 5501.126465
	Iteration 45Q: 3 clusters Score -8371367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -8371375.500000 Penalty: 5501.126465
	Iteration 46Q: 3 clusters Score -8371376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -8371376.000000 Penalty: 5501.126465
	Iteration 47Q: 3 clusters Score -8371376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -8371383.500000 Penalty: 5501.126465
	Iteration 48Q: 3 clusters Score -8371384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -8371388.000000 Penalty: 5501.126465
	Iteration 49Q: 3 clusters Score -8371388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 61167 members 
Entering Unmasked Estep 
Score: -8371387.500000 Penalty: 5501.126465
	Iteration 50Q: 3 clusters Score -8371388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 61171 members 
Entering Unmasked Estep 
Score: -8371387.500000 Penalty: 5501.126465
	Iteration 51Q: 3 clusters Score -8371388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 61180 members 
Entering Unmasked Estep 
Score: -8371386.000000 Penalty: 5501.126465
	Iteration 52Q: 3 clusters Score -8371386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -8371384.500000 Penalty: 5501.126465
	Iteration 53Q: 3 clusters Score -8371384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -8371377.000000 Penalty: 5501.126465
	Iteration 54Q: 3 clusters Score -8371377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 61221 members 
Entering Unmasked Estep 
Score: -8371373.000000 Penalty: 5501.126465
	Iteration 55Q: 3 clusters Score -8371373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -8371378.000000 Penalty: 5501.126465
	Iteration 56Q: 3 clusters Score -8371378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -8371378.000000 Penalty: 5501.126465
	Iteration 57Q: 3 clusters Score -8371378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -8371374.000000 Penalty: 5501.126465
	Iteration 58Q: 3 clusters Score -8371374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -8371384.500000 Penalty: 5501.126465
	Iteration 59Q: 3 clusters Score -8371384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -8371387.000000 Penalty: 5501.126465
	Iteration 60F: 3 clusters Score -8371387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -8371388.000000 Penalty: 5501.126465
	Iteration 61Q: 3 clusters Score -8371388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -8371385.500000 Penalty: 5501.126465
	Iteration 62Q: 3 clusters Score -8371386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -8371385.500000 Penalty: 5501.126465
	Iteration 63Q: 3 clusters Score -8371386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -8371383.500000 Penalty: 5501.126465
	Iteration 64Q: 3 clusters Score -8371384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -8371374.500000 Penalty: 5501.126465
	Iteration 65Q: 3 clusters Score -8371374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -8371373.000000 Penalty: 5501.126465
	Iteration 66Q: 3 clusters Score -8371373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 61398 members 
Entering Unmasked Estep 
Score: -8371369.500000 Penalty: 5501.126465
	Iteration 67Q: 3 clusters Score -8371370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -8371381.000000 Penalty: 5501.126465
	Iteration 68Q: 3 clusters Score -8371381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 61435 members 
Entering Unmasked Estep 
Score: -8371376.500000 Penalty: 5501.126465
	Iteration 69Q: 3 clusters Score -8371376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 61452 members 
Entering Unmasked Estep 
Score: -8371382.000000 Penalty: 5501.126465
	Iteration 70Q: 3 clusters Score -8371382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -8371385.000000 Penalty: 5501.126465
	Iteration 71Q: 3 clusters Score -8371385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -8371387.000000 Penalty: 5501.126465
	Iteration 72Q: 3 clusters Score -8371387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -8371388.500000 Penalty: 5501.126465
	Iteration 73Q: 3 clusters Score -8371388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 61524 members 
Entering Unmasked Estep 
Score: -8371388.000000 Penalty: 5501.126465
	Iteration 74Q: 3 clusters Score -8371388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 61539 members 
Entering Unmasked Estep 
Score: -8371386.500000 Penalty: 5501.126465
	Iteration 75Q: 3 clusters Score -8371386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -8371386.500000 Penalty: 5501.126465
	Iteration 76Q: 3 clusters Score -8371386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 61565 members 
Entering Unmasked Estep 
Score: -8371395.000000 Penalty: 5501.126465
	Iteration 77Q: 3 clusters Score -8371395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 61584 members 
Entering Unmasked Estep 
Score: -8371396.000000 Penalty: 5501.126465
	Iteration 78Q: 3 clusters Score -8371396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 61599 members 
Entering Unmasked Estep 
Score: -8371407.000000 Penalty: 5501.126465
	Iteration 79Q: 3 clusters Score -8371407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -8371417.000000 Penalty: 5501.126465
	Iteration 80F: 3 clusters Score -8371417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 61624 members 
Entering Unmasked Estep 
Score: -8371423.000000 Penalty: 5501.126465
	Iteration 81Q: 3 clusters Score -8371423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -8371422.000000 Penalty: 5501.126465
	Iteration 82Q: 3 clusters Score -8371422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 61644 members 
Entering Unmasked Estep 
Score: -8371419.000000 Penalty: 5501.126465
	Iteration 83Q: 3 clusters Score -8371419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 61655 members 
Entering Unmasked Estep 
Score: -8371422.500000 Penalty: 5501.126465
	Iteration 84Q: 3 clusters Score -8371422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 61663 members 
Entering Unmasked Estep 
Score: -8371419.500000 Penalty: 5501.126465
	Iteration 85Q: 3 clusters Score -8371420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -8371433.500000 Penalty: 5501.126465
	Iteration 86Q: 3 clusters Score -8371434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 61674 members 
Entering Unmasked Estep 
Score: -8371427.500000 Penalty: 5501.126465
	Iteration 87Q: 3 clusters Score -8371428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 61677 members 
Entering Unmasked Estep 
Score: -8371427.000000 Penalty: 5501.126465
	Iteration 88Q: 3 clusters Score -8371427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -8371435.000000 Penalty: 5501.126465
	Iteration 89Q: 3 clusters Score -8371435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 61689 members 
Entering Unmasked Estep 
Score: -8371432.000000 Penalty: 5501.126465
	Iteration 90Q: 3 clusters Score -8371432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 61694 members 
Entering Unmasked Estep 
Score: -8371428.000000 Penalty: 5501.126465
	Iteration 91Q: 3 clusters Score -8371428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
Score: -8371433.500000 Penalty: 5501.126465
	Iteration 92Q: 3 clusters Score -8371434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 61697 members 
Entering Unmasked Estep 
Score: -8371436.000000 Penalty: 5501.126465
	Iteration 93Q: 3 clusters Score -8371436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 61697 members 
Entering Unmasked Estep 
Score: -8371436.000000 Penalty: 5501.126465
	Iteration 94F: 3 clusters Score -8371436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Entering Unmasked Estep 
Score: -146920.656250 Penalty: 1766.470947
	Iteration 0F: 2 clusters Score -146920.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -144837.187500 Penalty: 3532.941895
	Iteration 0F: 3 clusters Score -144837.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -145262.906250 Penalty: 3532.941895
	Iteration 1F: 3 clusters Score -145262.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -145639.375000 Penalty: 3532.941895
	Iteration 2F: 3 clusters Score -145639.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -146137.796875 Penalty: 3532.941895
	Iteration 3F: 3 clusters Score -146137.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -146798.187500 Penalty: 3532.941895
	Iteration 4F: 3 clusters Score -146798.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -147274.843750 Penalty: 3532.941895
	Iteration 5F: 3 clusters Score -147274.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -147524.031250 Penalty: 3532.941895
	Iteration 6F: 3 clusters Score -147524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -147669.671875 Penalty: 3532.941895
	Iteration 7Q: 3 clusters Score -147669.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -147755.312500 Penalty: 3532.941895
	Iteration 8Q: 3 clusters Score -147755.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -147789.921875 Penalty: 3532.941895
	Iteration 9Q: 3 clusters Score -147789.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -147799.484375 Penalty: 3532.941895
	Iteration 10Q: 3 clusters Score -147799.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -147807.171875 Penalty: 3532.941895
	Iteration 11Q: 3 clusters Score -147807.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -147811.046875 Penalty: 3532.941895
	Iteration 12Q: 3 clusters Score -147811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -147815.687500 Penalty: 3532.941895
	Iteration 13Q: 3 clusters Score -147815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -147819.437500 Penalty: 3532.941895
	Iteration 14Q: 3 clusters Score -147819.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -147823.171875 Penalty: 3532.941895
	Iteration 15Q: 3 clusters Score -147823.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -147828.968750 Penalty: 3532.941895
	Iteration 16Q: 3 clusters Score -147829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -147832.218750 Penalty: 3532.941895
	Iteration 17Q: 3 clusters Score -147832.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -147834.406250 Penalty: 3532.941895
	Iteration 18Q: 3 clusters Score -147834.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -147838.515625 Penalty: 3532.941895
	Iteration 19Q: 3 clusters Score -147838.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -147838.515625 Penalty: 3532.941895
	Iteration 20F: 3 clusters Score -147838.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6195 members 
Mstep: Class 4 contains 16593 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7388 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17603 members 
Mstep: Class 10 contains 171942 members 
Mstep: Class 11 contains 11793 members 
Mstep: Class 12 contains 175969 members 
Mstep: Class 13 contains 65577 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 131357 members 
Mstep: Class 18 contains 98329 members 
Mstep: Class 19 contains 15396 members 
Mstep: Class 20 contains 89495 members 
Mstep: Class 21 contains 73077 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5051 members 
Mstep: Class 25 contains 12802 members 
Mstep: Class 26 contains 24839 members 
Mstep: Class 27 contains 47881 members 
Mstep: Class 28 contains 18528 members 
Mstep: Class 29 contains 6343 members 
Mstep: Class 30 contains 5089 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 77853 members 
Mstep: Class 33 contains 20682 members 
Mstep: Class 34 contains 11471 members 
Mstep: Class 35 contains 8108 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10281 members 
Mstep: Class 38 contains 9845 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13156 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Mstep: Class 43 contains 601 members 
Entering Unmasked Estep 
Score: -150947360.000000 Penalty: 149390.437500
Splitting cluster 14 changes total score from -150948192.000000 to -150947360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -365588.375000 Penalty: 1967.848145
	Iteration 0F: 2 clusters Score -365588.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -362449.312500 Penalty: 3935.696289
	Iteration 0F: 3 clusters Score -362449.3 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -363022.406250 Penalty: 3935.696289
	Iteration 1F: 3 clusters Score -363022.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -363174.500000 Penalty: 3935.696289
	Iteration 2F: 3 clusters Score -363174.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -363251.656250 Penalty: 3935.696289
	Iteration 3Q: 3 clusters Score -363251.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -363304.968750 Penalty: 3935.696289
	Iteration 4Q: 3 clusters Score -363305 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -363342.906250 Penalty: 3935.696289
	Iteration 5Q: 3 clusters Score -363342.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -363366.656250 Penalty: 3935.696289
	Iteration 6Q: 3 clusters Score -363366.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -363377.031250 Penalty: 3935.696289
	Iteration 7Q: 3 clusters Score -363377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -363384.781250 Penalty: 3935.696289
	Iteration 8Q: 3 clusters Score -363384.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -363394.437500 Penalty: 3935.696289
	Iteration 9Q: 3 clusters Score -363394.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -363401.156250 Penalty: 3935.696289
	Iteration 10Q: 3 clusters Score -363401.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -363402.812500 Penalty: 3935.696289
	Iteration 11Q: 3 clusters Score -363402.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -363406.093750 Penalty: 3935.696289
	Iteration 12Q: 3 clusters Score -363406.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -363409.531250 Penalty: 3935.696289
	Iteration 13Q: 3 clusters Score -363409.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -363412.437500 Penalty: 3935.696289
	Iteration 14Q: 3 clusters Score -363412.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -363415.093750 Penalty: 3935.696289
	Iteration 15Q: 3 clusters Score -363415.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -363416.093750 Penalty: 3935.696289
	Iteration 16Q: 3 clusters Score -363416.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -363417.625000 Penalty: 3935.696289
	Iteration 17Q: 3 clusters Score -363417.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -363420.187500 Penalty: 3935.696289
	Iteration 18Q: 3 clusters Score -363420.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -363421.687500 Penalty: 3935.696289
	Iteration 19Q: 3 clusters Score -363421.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -363422.437500 Penalty: 3935.696289
	Iteration 20F: 3 clusters Score -363422.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -363424.406250 Penalty: 3935.696289
	Iteration 21Q: 3 clusters Score -363424.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -363425.312500 Penalty: 3935.696289
	Iteration 22Q: 3 clusters Score -363425.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -363429.218750 Penalty: 3935.696289
	Iteration 23Q: 3 clusters Score -363429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -363431.312500 Penalty: 3935.696289
	Iteration 24Q: 3 clusters Score -363431.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -363433.656250 Penalty: 3935.696289
	Iteration 25Q: 3 clusters Score -363433.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -363433.750000 Penalty: 3935.696289
	Iteration 26Q: 3 clusters Score -363433.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -363434.875000 Penalty: 3935.696289
	Iteration 27Q: 3 clusters Score -363434.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -363437.375000 Penalty: 3935.696289
	Iteration 28Q: 3 clusters Score -363437.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -363439.406250 Penalty: 3935.696289
	Iteration 29Q: 3 clusters Score -363439.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -363443.093750 Penalty: 3935.696289
	Iteration 30Q: 3 clusters Score -363443.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -363445.375000 Penalty: 3935.696289
	Iteration 31Q: 3 clusters Score -363445.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -363447.531250 Penalty: 3935.696289
	Iteration 32Q: 3 clusters Score -363447.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -363448.687500 Penalty: 3935.696289
	Iteration 33Q: 3 clusters Score -363448.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -363451.031250 Penalty: 3935.696289
	Iteration 34Q: 3 clusters Score -363451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -363453.000000 Penalty: 3935.696289
	Iteration 35Q: 3 clusters Score -363453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -363456.250000 Penalty: 3935.696289
	Iteration 36Q: 3 clusters Score -363456.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -363459.062500 Penalty: 3935.696289
	Iteration 37Q: 3 clusters Score -363459.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -363459.781250 Penalty: 3935.696289
	Iteration 38Q: 3 clusters Score -363459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -363460.375000 Penalty: 3935.696289
	Iteration 39Q: 3 clusters Score -363460.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -363460.375000 Penalty: 3935.696289
	Iteration 40F: 3 clusters Score -363460.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Entering Unmasked Estep 
Score: -803979.000000 Penalty: 2204.274658
	Iteration 0F: 2 clusters Score -803979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -798057.687500 Penalty: 4408.549316
	Iteration 0F: 3 clusters Score -798057.7 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -799831.562500 Penalty: 4408.549316
	Iteration 1F: 3 clusters Score -799831.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -800358.500000 Penalty: 4408.549316
	Iteration 2F: 3 clusters Score -800358.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -800886.125000 Penalty: 4408.549316
	Iteration 3F: 3 clusters Score -800886.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -801508.750000 Penalty: 4408.549316
	Iteration 4F: 3 clusters Score -801508.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -802131.000000 Penalty: 4408.549316
	Iteration 5F: 3 clusters Score -802131 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -802568.687500 Penalty: 4408.549316
	Iteration 6F: 3 clusters Score -802568.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -802854.875000 Penalty: 4408.549316
	Iteration 7Q: 3 clusters Score -802854.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -803019.500000 Penalty: 4408.549316
	Iteration 8Q: 3 clusters Score -803019.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -803105.625000 Penalty: 4408.549316
	Iteration 9Q: 3 clusters Score -803105.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -803158.500000 Penalty: 4408.549316
	Iteration 10Q: 3 clusters Score -803158.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -803193.375000 Penalty: 4408.549316
	Iteration 11Q: 3 clusters Score -803193.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -803221.125000 Penalty: 4408.549316
	Iteration 12Q: 3 clusters Score -803221.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -803239.875000 Penalty: 4408.549316
	Iteration 13Q: 3 clusters Score -803239.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -803250.812500 Penalty: 4408.549316
	Iteration 14Q: 3 clusters Score -803250.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -803262.625000 Penalty: 4408.549316
	Iteration 15Q: 3 clusters Score -803262.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -803272.000000 Penalty: 4408.549316
	Iteration 16Q: 3 clusters Score -803272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -803281.937500 Penalty: 4408.549316
	Iteration 17Q: 3 clusters Score -803281.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -803290.875000 Penalty: 4408.549316
	Iteration 18Q: 3 clusters Score -803290.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -803297.062500 Penalty: 4408.549316
	Iteration 19Q: 3 clusters Score -803297.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -803300.500000 Penalty: 4408.549316
	Iteration 20F: 3 clusters Score -803300.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -803302.625000 Penalty: 4408.549316
	Iteration 21Q: 3 clusters Score -803302.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -803303.375000 Penalty: 4408.549316
	Iteration 22Q: 3 clusters Score -803303.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -803306.937500 Penalty: 4408.549316
	Iteration 23Q: 3 clusters Score -803306.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -803309.125000 Penalty: 4408.549316
	Iteration 24Q: 3 clusters Score -803309.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -803310.937500 Penalty: 4408.549316
	Iteration 25Q: 3 clusters Score -803310.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -803311.187500 Penalty: 4408.549316
	Iteration 26Q: 3 clusters Score -803311.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -803310.562500 Penalty: 4408.549316
	Iteration 27Q: 3 clusters Score -803310.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -803310.812500 Penalty: 4408.549316
	Iteration 28Q: 3 clusters Score -803310.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -803310.875000 Penalty: 4408.549316
	Iteration 29Q: 3 clusters Score -803310.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -803313.250000 Penalty: 4408.549316
	Iteration 30Q: 3 clusters Score -803313.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -803312.875000 Penalty: 4408.549316
	Iteration 31Q: 3 clusters Score -803312.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -803312.875000 Penalty: 4408.549316
	Iteration 32F: 3 clusters Score -803312.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (131357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131357 members 
Entering Unmasked Estep 
Score: -16893464.000000 Penalty: 2922.847168
	Iteration 0F: 2 clusters Score -1.689346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65563 members 
Mstep: Class 2 contains 65794 members 
Entering Unmasked Estep 
Score: -16806160.000000 Penalty: 5845.694336
	Iteration 0F: 3 clusters Score -1.680616e+07 nChanged 62676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -16842692.000000 Penalty: 5845.694336
	Iteration 1F: 3 clusters Score -1.684269e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 70498 members 
Entering Unmasked Estep 
Score: -16844492.000000 Penalty: 5845.694336
	Iteration 2Q: 3 clusters Score -1.684449e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 73835 members 
Entering Unmasked Estep 
Score: -16847670.000000 Penalty: 5845.694336
	Iteration 3Q: 3 clusters Score -1.684767e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -16852340.000000 Penalty: 5845.694336
	Iteration 4F: 3 clusters Score -1.685234e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -16857704.000000 Penalty: 5845.694336
	Iteration 5F: 3 clusters Score -1.68577e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 88291 members 
Entering Unmasked Estep 
Score: -16862456.000000 Penalty: 5845.694336
	Iteration 6F: 3 clusters Score -1.686246e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 93249 members 
Entering Unmasked Estep 
Score: -16866418.000000 Penalty: 5845.694336
	Iteration 7F: 3 clusters Score -1.686642e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 98235 members 
Entering Unmasked Estep 
Score: -16869728.000000 Penalty: 5845.694336
	Iteration 8Q: 3 clusters Score -1.686973e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 103421 members 
Entering Unmasked Estep 
Score: -16872998.000000 Penalty: 5845.694336
	Iteration 9Q: 3 clusters Score -1.6873e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -16876520.000000 Penalty: 5845.694336
	Iteration 10Q: 3 clusters Score -1.687652e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 113812 members 
Entering Unmasked Estep 
Score: -16880002.000000 Penalty: 5845.694336
	Iteration 11Q: 3 clusters Score -1.688e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 118336 members 
Entering Unmasked Estep 
Score: -16883148.000000 Penalty: 5845.694336
	Iteration 12Q: 3 clusters Score -1.688315e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 121864 members 
Entering Unmasked Estep 
Score: -16885714.000000 Penalty: 5845.694336
	Iteration 13Q: 3 clusters Score -1.688571e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 124455 members 
Entering Unmasked Estep 
Score: -16887656.000000 Penalty: 5845.694336
	Iteration 14Q: 3 clusters Score -1.688766e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 126169 members 
Entering Unmasked Estep 
Score: -16888916.000000 Penalty: 5845.694336
	Iteration 15Q: 3 clusters Score -1.688892e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 127265 members 
Entering Unmasked Estep 
Score: -16889642.000000 Penalty: 5845.694336
	Iteration 16Q: 3 clusters Score -1.688964e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 128015 members 
Entering Unmasked Estep 
Score: -16890212.000000 Penalty: 5845.694336
	Iteration 17Q: 3 clusters Score -1.689021e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 128505 members 
Entering Unmasked Estep 
Score: -16890552.000000 Penalty: 5845.694336
	Iteration 18Q: 3 clusters Score -1.689055e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 128822 members 
Entering Unmasked Estep 
Score: -16890774.000000 Penalty: 5845.694336
	Iteration 19Q: 3 clusters Score -1.689077e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 129037 members 
Entering Unmasked Estep 
Score: -16890914.000000 Penalty: 5845.694336
	Iteration 20F: 3 clusters Score -1.689091e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 129199 members 
Entering Unmasked Estep 
Score: -16890982.000000 Penalty: 5845.694336
	Iteration 21Q: 3 clusters Score -1.689098e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 129320 members 
Entering Unmasked Estep 
Score: -16891060.000000 Penalty: 5845.694336
	Iteration 22Q: 3 clusters Score -1.689106e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 129410 members 
Entering Unmasked Estep 
Score: -16891122.000000 Penalty: 5845.694336
	Iteration 23Q: 3 clusters Score -1.689112e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 129483 members 
Entering Unmasked Estep 
Score: -16891172.000000 Penalty: 5845.694336
	Iteration 24Q: 3 clusters Score -1.689117e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 129528 members 
Entering Unmasked Estep 
Score: -16891204.000000 Penalty: 5845.694336
	Iteration 25Q: 3 clusters Score -1.68912e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 129573 members 
Entering Unmasked Estep 
Score: -16891236.000000 Penalty: 5845.694336
	Iteration 26Q: 3 clusters Score -1.689124e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 129602 members 
Entering Unmasked Estep 
Score: -16891258.000000 Penalty: 5845.694336
	Iteration 27Q: 3 clusters Score -1.689126e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 129622 members 
Entering Unmasked Estep 
Score: -16891250.000000 Penalty: 5845.694336
	Iteration 28Q: 3 clusters Score -1.689125e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 129638 members 
Entering Unmasked Estep 
Score: -16891276.000000 Penalty: 5845.694336
	Iteration 29Q: 3 clusters Score -1.689128e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 129651 members 
Entering Unmasked Estep 
Score: -16891284.000000 Penalty: 5845.694336
	Iteration 30Q: 3 clusters Score -1.689128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 129663 members 
Entering Unmasked Estep 
Score: -16891302.000000 Penalty: 5845.694336
	Iteration 31Q: 3 clusters Score -1.68913e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 129682 members 
Entering Unmasked Estep 
Score: -16891318.000000 Penalty: 5845.694336
	Iteration 32Q: 3 clusters Score -1.689132e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 129705 members 
Entering Unmasked Estep 
Score: -16891308.000000 Penalty: 5845.694336
	Iteration 33Q: 3 clusters Score -1.689131e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 129723 members 
Entering Unmasked Estep 
Score: -16891312.000000 Penalty: 5845.694336
	Iteration 34Q: 3 clusters Score -1.689131e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 129736 members 
Entering Unmasked Estep 
Score: -16891304.000000 Penalty: 5845.694336
	Iteration 35Q: 3 clusters Score -1.68913e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 129751 members 
Entering Unmasked Estep 
Score: -16891308.000000 Penalty: 5845.694336
	Iteration 36Q: 3 clusters Score -1.689131e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 129764 members 
Entering Unmasked Estep 
Score: -16891318.000000 Penalty: 5845.694336
	Iteration 37Q: 3 clusters Score -1.689132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 129776 members 
Entering Unmasked Estep 
Score: -16891324.000000 Penalty: 5845.694336
	Iteration 38Q: 3 clusters Score -1.689132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 129784 members 
Entering Unmasked Estep 
Score: -16891318.000000 Penalty: 5845.694336
	Iteration 39Q: 3 clusters Score -1.689132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 129792 members 
Entering Unmasked Estep 
Score: -16891324.000000 Penalty: 5845.694336
	Iteration 40F: 3 clusters Score -1.689132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 129795 members 
Entering Unmasked Estep 
Score: -16891320.000000 Penalty: 5845.694336
	Iteration 41Q: 3 clusters Score -1.689132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 129796 members 
Entering Unmasked Estep 
Score: -16891326.000000 Penalty: 5845.694336
	Iteration 42Q: 3 clusters Score -1.689133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 129795 members 
Entering Unmasked Estep 
Score: -16891326.000000 Penalty: 5845.694336
	Iteration 43Q: 3 clusters Score -1.689133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 129797 members 
Entering Unmasked Estep 
Score: -16891328.000000 Penalty: 5845.694336
	Iteration 44Q: 3 clusters Score -1.689133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 129798 members 
Entering Unmasked Estep 
Score: -16891332.000000 Penalty: 5845.694336
	Iteration 45Q: 3 clusters Score -1.689133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 129799 members 
Entering Unmasked Estep 
Score: -16891332.000000 Penalty: 5845.694336
	Iteration 46Q: 3 clusters Score -1.689133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 129801 members 
Entering Unmasked Estep 
Score: -16891330.000000 Penalty: 5845.694336
	Iteration 47Q: 3 clusters Score -1.689133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 129804 members 
Entering Unmasked Estep 
Score: -16891330.000000 Penalty: 5845.694336
	Iteration 48Q: 3 clusters Score -1.689133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 129805 members 
Entering Unmasked Estep 
Score: -16891336.000000 Penalty: 5845.694336
	Iteration 49Q: 3 clusters Score -1.689134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 129806 members 
Entering Unmasked Estep 
Score: -16891336.000000 Penalty: 5845.694336
	Iteration 50Q: 3 clusters Score -1.689134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 129808 members 
Entering Unmasked Estep 
Score: -16891336.000000 Penalty: 5845.694336
	Iteration 51Q: 3 clusters Score -1.689134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 129810 members 
Entering Unmasked Estep 
Score: -16891324.000000 Penalty: 5845.694336
	Iteration 52Q: 3 clusters Score -1.689132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 129810 members 
Entering Unmasked Estep 
Score: -16891332.000000 Penalty: 5845.694336
	Iteration 53Q: 3 clusters Score -1.689133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 129808 members 
Entering Unmasked Estep 
Score: -16891326.000000 Penalty: 5845.694336
	Iteration 54Q: 3 clusters Score -1.689133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 129807 members 
Entering Unmasked Estep 
Score: -16891328.000000 Penalty: 5845.694336
	Iteration 55Q: 3 clusters Score -1.689133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 129807 members 
Entering Unmasked Estep 
Score: -16891328.000000 Penalty: 5845.694336
	Iteration 56F: 3 clusters Score -1.689133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (98329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98329 members 
Entering Unmasked Estep 
Score: -12750137.000000 Penalty: 2851.026611
	Iteration 0F: 2 clusters Score -1.275014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -12684100.000000 Penalty: 5702.053223
	Iteration 0F: 3 clusters Score -1.26841e+07 nChanged 46639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -12710926.000000 Penalty: 5702.053223
	Iteration 1F: 3 clusters Score -1.271093e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -12712005.000000 Penalty: 5702.053223
	Iteration 2Q: 3 clusters Score -1.2712e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -12713400.000000 Penalty: 5702.053223
	Iteration 3Q: 3 clusters Score -1.27134e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -12715276.000000 Penalty: 5702.053223
	Iteration 4Q: 3 clusters Score -1.271528e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -12717833.000000 Penalty: 5702.053223
	Iteration 5F: 3 clusters Score -1.271783e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -12720682.000000 Penalty: 5702.053223
	Iteration 6F: 3 clusters Score -1.272068e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59981 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -12723565.000000 Penalty: 5702.053223
	Iteration 7F: 3 clusters Score -1.272356e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62277 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -12726036.000000 Penalty: 5702.053223
	Iteration 8F: 3 clusters Score -1.272604e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -12727584.000000 Penalty: 5702.053223
	Iteration 9Q: 3 clusters Score -1.272758e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66045 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -12728653.000000 Penalty: 5702.053223
	Iteration 10Q: 3 clusters Score -1.272865e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67838 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -12729255.000000 Penalty: 5702.053223
	Iteration 11Q: 3 clusters Score -1.272926e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69687 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -12729664.000000 Penalty: 5702.053223
	Iteration 12Q: 3 clusters Score -1.272966e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -12730322.000000 Penalty: 5702.053223
	Iteration 13Q: 3 clusters Score -1.273032e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74004 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -12730991.000000 Penalty: 5702.053223
	Iteration 14Q: 3 clusters Score -1.273099e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -12732026.000000 Penalty: 5702.053223
	Iteration 15Q: 3 clusters Score -1.273203e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79726 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -12733465.000000 Penalty: 5702.053223
	Iteration 16Q: 3 clusters Score -1.273346e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -12735584.000000 Penalty: 5702.053223
	Iteration 17Q: 3 clusters Score -1.273558e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87199 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -12738389.000000 Penalty: 5702.053223
	Iteration 18Q: 3 clusters Score -1.273839e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91136 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -12741963.000000 Penalty: 5702.053223
	Iteration 19Q: 3 clusters Score -1.274196e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94228 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -12744779.000000 Penalty: 5702.053223
	Iteration 20F: 3 clusters Score -1.274478e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96080 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -12746377.000000 Penalty: 5702.053223
	Iteration 21Q: 3 clusters Score -1.274638e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97000 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -12747089.000000 Penalty: 5702.053223
	Iteration 22Q: 3 clusters Score -1.274709e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97420 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -12747446.000000 Penalty: 5702.053223
	Iteration 23Q: 3 clusters Score -1.274745e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -12747580.000000 Penalty: 5702.053223
	Iteration 24Q: 3 clusters Score -1.274758e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97697 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -12747664.000000 Penalty: 5702.053223
	Iteration 25Q: 3 clusters Score -1.274766e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97743 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -12747688.000000 Penalty: 5702.053223
	Iteration 26Q: 3 clusters Score -1.274769e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97774 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -12747708.000000 Penalty: 5702.053223
	Iteration 27Q: 3 clusters Score -1.274771e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97792 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12747716.000000 Penalty: 5702.053223
	Iteration 28Q: 3 clusters Score -1.274772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12747717.000000 Penalty: 5702.053223
	Iteration 29Q: 3 clusters Score -1.274772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97810 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12747730.000000 Penalty: 5702.053223
	Iteration 30Q: 3 clusters Score -1.274773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97816 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12747721.000000 Penalty: 5702.053223
	Iteration 31Q: 3 clusters Score -1.274772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97821 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12747720.000000 Penalty: 5702.053223
	Iteration 32Q: 3 clusters Score -1.274772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -12747733.000000 Penalty: 5702.053223
	Iteration 33Q: 3 clusters Score -1.274773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97835 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12747733.000000 Penalty: 5702.053223
	Iteration 34Q: 3 clusters Score -1.274773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97838 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -12747743.000000 Penalty: 5702.053223
	Iteration 35Q: 3 clusters Score -1.274774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97840 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -12747751.000000 Penalty: 5702.053223
	Iteration 36Q: 3 clusters Score -1.274775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97844 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -12747753.000000 Penalty: 5702.053223
	Iteration 37Q: 3 clusters Score -1.274775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97848 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -12747753.000000 Penalty: 5702.053223
	Iteration 38Q: 3 clusters Score -1.274775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97847 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -12747765.000000 Penalty: 5702.053223
	Iteration 39Q: 3 clusters Score -1.274776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97852 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -12747774.000000 Penalty: 5702.053223
	Iteration 40F: 3 clusters Score -1.274777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97852 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -12747763.000000 Penalty: 5702.053223
	Iteration 41Q: 3 clusters Score -1.274776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97852 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -12747762.000000 Penalty: 5702.053223
	Iteration 42Q: 3 clusters Score -1.274776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -12747768.000000 Penalty: 5702.053223
	Iteration 43Q: 3 clusters Score -1.274777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97857 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -12747762.000000 Penalty: 5702.053223
	Iteration 44Q: 3 clusters Score -1.274776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97862 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -12747766.000000 Penalty: 5702.053223
	Iteration 45Q: 3 clusters Score -1.274777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97866 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -12747779.000000 Penalty: 5702.053223
	Iteration 46Q: 3 clusters Score -1.274778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97868 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12747801.000000 Penalty: 5702.053223
	Iteration 47Q: 3 clusters Score -1.27478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97871 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -12747796.000000 Penalty: 5702.053223
	Iteration 48Q: 3 clusters Score -1.27478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97876 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12747802.000000 Penalty: 5702.053223
	Iteration 49Q: 3 clusters Score -1.27478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97878 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -12747810.000000 Penalty: 5702.053223
	Iteration 50Q: 3 clusters Score -1.274781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97880 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -12747826.000000 Penalty: 5702.053223
	Iteration 51Q: 3 clusters Score -1.274783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97881 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -12747833.000000 Penalty: 5702.053223
	Iteration 52Q: 3 clusters Score -1.274783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97883 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -12747837.000000 Penalty: 5702.053223
	Iteration 53Q: 3 clusters Score -1.274784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97883 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -12747837.000000 Penalty: 5702.053223
	Iteration 54F: 3 clusters Score -1.274784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Entering Unmasked Estep 
Score: -1935158.625000 Penalty: 2391.181885
	Iteration 0F: 2 clusters Score -1935159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1924142.375000 Penalty: 4782.363770
	Iteration 0F: 3 clusters Score -1924142 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1927610.625000 Penalty: 4782.363770
	Iteration 1F: 3 clusters Score -1927611 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1928024.500000 Penalty: 4782.363770
	Iteration 2F: 3 clusters Score -1928024 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1928441.250000 Penalty: 4782.363770
	Iteration 3F: 3 clusters Score -1928441 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1928918.000000 Penalty: 4782.363770
	Iteration 4F: 3 clusters Score -1928918 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1929404.625000 Penalty: 4782.363770
	Iteration 5F: 3 clusters Score -1929405 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1929815.500000 Penalty: 4782.363770
	Iteration 6F: 3 clusters Score -1929816 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1930204.750000 Penalty: 4782.363770
	Iteration 7Q: 3 clusters Score -1930205 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1930544.375000 Penalty: 4782.363770
	Iteration 8Q: 3 clusters Score -1930544 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1930889.375000 Penalty: 4782.363770
	Iteration 9Q: 3 clusters Score -1930889 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1931149.875000 Penalty: 4782.363770
	Iteration 10Q: 3 clusters Score -1931150 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1931390.750000 Penalty: 4782.363770
	Iteration 11Q: 3 clusters Score -1931391 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1931620.625000 Penalty: 4782.363770
	Iteration 12Q: 3 clusters Score -1931621 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1931825.125000 Penalty: 4782.363770
	Iteration 13Q: 3 clusters Score -1931825 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1932020.375000 Penalty: 4782.363770
	Iteration 14Q: 3 clusters Score -1932020 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1932204.750000 Penalty: 4782.363770
	Iteration 15Q: 3 clusters Score -1932205 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1932341.125000 Penalty: 4782.363770
	Iteration 16Q: 3 clusters Score -1932341 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1932456.000000 Penalty: 4782.363770
	Iteration 17Q: 3 clusters Score -1932456 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1932554.625000 Penalty: 4782.363770
	Iteration 18Q: 3 clusters Score -1932555 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1932622.625000 Penalty: 4782.363770
	Iteration 19Q: 3 clusters Score -1932623 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1932682.875000 Penalty: 4782.363770
	Iteration 20F: 3 clusters Score -1932683 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1932739.875000 Penalty: 4782.363770
	Iteration 21Q: 3 clusters Score -1932740 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1932789.125000 Penalty: 4782.363770
	Iteration 22Q: 3 clusters Score -1932789 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1932822.500000 Penalty: 4782.363770
	Iteration 23Q: 3 clusters Score -1932822 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1932853.625000 Penalty: 4782.363770
	Iteration 24Q: 3 clusters Score -1932854 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1932875.875000 Penalty: 4782.363770
	Iteration 25Q: 3 clusters Score -1932876 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1932899.750000 Penalty: 4782.363770
	Iteration 26Q: 3 clusters Score -1932900 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1932936.875000 Penalty: 4782.363770
	Iteration 27Q: 3 clusters Score -1932937 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1932956.250000 Penalty: 4782.363770
	Iteration 28Q: 3 clusters Score -1932956 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1932968.250000 Penalty: 4782.363770
	Iteration 29Q: 3 clusters Score -1932968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1932982.000000 Penalty: 4782.363770
	Iteration 30Q: 3 clusters Score -1932982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1932991.750000 Penalty: 4782.363770
	Iteration 31Q: 3 clusters Score -1932992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1932993.750000 Penalty: 4782.363770
	Iteration 32Q: 3 clusters Score -1932994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1933003.875000 Penalty: 4782.363770
	Iteration 33Q: 3 clusters Score -1933004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1933011.750000 Penalty: 4782.363770
	Iteration 34Q: 3 clusters Score -1933012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1933014.500000 Penalty: 4782.363770
	Iteration 35Q: 3 clusters Score -1933014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1933017.625000 Penalty: 4782.363770
	Iteration 36Q: 3 clusters Score -1933018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1933022.375000 Penalty: 4782.363770
	Iteration 37Q: 3 clusters Score -1933022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1933023.625000 Penalty: 4782.363770
	Iteration 38Q: 3 clusters Score -1933024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1933024.500000 Penalty: 4782.363770
	Iteration 39Q: 3 clusters Score -1933024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1933031.000000 Penalty: 4782.363770
	Iteration 40F: 3 clusters Score -1933031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1933033.750000 Penalty: 4782.363770
	Iteration 41Q: 3 clusters Score -1933034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1933034.250000 Penalty: 4782.363770
	Iteration 42Q: 3 clusters Score -1933034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1933040.125000 Penalty: 4782.363770
	Iteration 43Q: 3 clusters Score -1933040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1933039.875000 Penalty: 4782.363770
	Iteration 44Q: 3 clusters Score -1933040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1933037.375000 Penalty: 4782.363770
	Iteration 45Q: 3 clusters Score -1933037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1933040.750000 Penalty: 4782.363770
	Iteration 46Q: 3 clusters Score -1933041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1933045.500000 Penalty: 4782.363770
	Iteration 47Q: 3 clusters Score -1933046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1933045.250000 Penalty: 4782.363770
	Iteration 48Q: 3 clusters Score -1933045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1933044.500000 Penalty: 4782.363770
	Iteration 49Q: 3 clusters Score -1933044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1933043.125000 Penalty: 4782.363770
	Iteration 50Q: 3 clusters Score -1933043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1933045.000000 Penalty: 4782.363770
	Iteration 51Q: 3 clusters Score -1933045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1933040.875000 Penalty: 4782.363770
	Iteration 52Q: 3 clusters Score -1933041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1933046.750000 Penalty: 4782.363770
	Iteration 53Q: 3 clusters Score -1933047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1933047.500000 Penalty: 4782.363770
	Iteration 54Q: 3 clusters Score -1933048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1933044.625000 Penalty: 4782.363770
	Iteration 55Q: 3 clusters Score -1933045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1933050.250000 Penalty: 4782.363770
	Iteration 56Q: 3 clusters Score -1933050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1933053.500000 Penalty: 4782.363770
	Iteration 57Q: 3 clusters Score -1933054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1933058.125000 Penalty: 4782.363770
	Iteration 58Q: 3 clusters Score -1933058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1933058.250000 Penalty: 4782.363770
	Iteration 59Q: 3 clusters Score -1933058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1933056.500000 Penalty: 4782.363770
	Iteration 60F: 3 clusters Score -1933056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1933057.250000 Penalty: 4782.363770
	Iteration 61Q: 3 clusters Score -1933057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1933061.000000 Penalty: 4782.363770
	Iteration 62Q: 3 clusters Score -1933061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1933062.000000 Penalty: 4782.363770
	Iteration 63Q: 3 clusters Score -1933062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1933064.250000 Penalty: 4782.363770
	Iteration 64Q: 3 clusters Score -1933064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1933063.750000 Penalty: 4782.363770
	Iteration 65Q: 3 clusters Score -1933064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1933063.500000 Penalty: 4782.363770
	Iteration 66Q: 3 clusters Score -1933064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1933062.375000 Penalty: 4782.363770
	Iteration 67Q: 3 clusters Score -1933062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1933062.375000 Penalty: 4782.363770
	Iteration 68F: 3 clusters Score -1933062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (89495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89495 members 
Entering Unmasked Estep 
Score: -10752984.000000 Penalty: 2827.680664
	Iteration 0F: 2 clusters Score -1.075298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -10693023.000000 Penalty: 5655.361328
	Iteration 0F: 3 clusters Score -1.069302e+07 nChanged 42303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -10717560.000000 Penalty: 5655.361328
	Iteration 1F: 3 clusters Score -1.071756e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -10718618.000000 Penalty: 5655.361328
	Iteration 2Q: 3 clusters Score -1.071862e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -10719855.000000 Penalty: 5655.361328
	Iteration 3Q: 3 clusters Score -1.071986e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -10721314.000000 Penalty: 5655.361328
	Iteration 4Q: 3 clusters Score -1.072131e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -10723021.000000 Penalty: 5655.361328
	Iteration 5Q: 3 clusters Score -1.072302e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -10725223.000000 Penalty: 5655.361328
	Iteration 6F: 3 clusters Score -1.072522e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -10727846.000000 Penalty: 5655.361328
	Iteration 7F: 3 clusters Score -1.072785e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -10730801.000000 Penalty: 5655.361328
	Iteration 8F: 3 clusters Score -1.07308e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -10733709.000000 Penalty: 5655.361328
	Iteration 9F: 3 clusters Score -1.073371e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -10736562.000000 Penalty: 5655.361328
	Iteration 10F: 3 clusters Score -1.073656e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -10738857.000000 Penalty: 5655.361328
	Iteration 11Q: 3 clusters Score -1.073886e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -10740731.000000 Penalty: 5655.361328
	Iteration 12Q: 3 clusters Score -1.074073e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -10742166.000000 Penalty: 5655.361328
	Iteration 13Q: 3 clusters Score -1.074217e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -10743117.000000 Penalty: 5655.361328
	Iteration 14Q: 3 clusters Score -1.074312e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -10743781.000000 Penalty: 5655.361328
	Iteration 15Q: 3 clusters Score -1.074378e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -10744385.000000 Penalty: 5655.361328
	Iteration 16Q: 3 clusters Score -1.074438e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -10744731.000000 Penalty: 5655.361328
	Iteration 17Q: 3 clusters Score -1.074473e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -10745044.000000 Penalty: 5655.361328
	Iteration 18Q: 3 clusters Score -1.074504e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -10745359.000000 Penalty: 5655.361328
	Iteration 19Q: 3 clusters Score -1.074536e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -10745635.000000 Penalty: 5655.361328
	Iteration 20F: 3 clusters Score -1.074564e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -10745880.000000 Penalty: 5655.361328
	Iteration 21Q: 3 clusters Score -1.074588e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57493 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -10746117.000000 Penalty: 5655.361328
	Iteration 22Q: 3 clusters Score -1.074612e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -10746352.000000 Penalty: 5655.361328
	Iteration 23Q: 3 clusters Score -1.074635e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -10746556.000000 Penalty: 5655.361328
	Iteration 24Q: 3 clusters Score -1.074656e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -10746742.000000 Penalty: 5655.361328
	Iteration 25Q: 3 clusters Score -1.074674e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -10747025.000000 Penalty: 5655.361328
	Iteration 26Q: 3 clusters Score -1.074702e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62028 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -10747289.000000 Penalty: 5655.361328
	Iteration 27Q: 3 clusters Score -1.074729e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -10747549.000000 Penalty: 5655.361328
	Iteration 28Q: 3 clusters Score -1.074755e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63782 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -10747776.000000 Penalty: 5655.361328
	Iteration 29Q: 3 clusters Score -1.074778e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64662 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -10747990.000000 Penalty: 5655.361328
	Iteration 30Q: 3 clusters Score -1.074799e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -10748169.000000 Penalty: 5655.361328
	Iteration 31Q: 3 clusters Score -1.074817e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66350 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -10748296.000000 Penalty: 5655.361328
	Iteration 32Q: 3 clusters Score -1.07483e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -10748508.000000 Penalty: 5655.361328
	Iteration 33Q: 3 clusters Score -1.074851e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67820 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -10748660.000000 Penalty: 5655.361328
	Iteration 34Q: 3 clusters Score -1.074866e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -10748794.000000 Penalty: 5655.361328
	Iteration 35Q: 3 clusters Score -1.074879e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69200 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -10748922.000000 Penalty: 5655.361328
	Iteration 36Q: 3 clusters Score -1.074892e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69833 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -10748961.000000 Penalty: 5655.361328
	Iteration 37Q: 3 clusters Score -1.074896e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70443 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -10749106.000000 Penalty: 5655.361328
	Iteration 38Q: 3 clusters Score -1.074911e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -10749195.000000 Penalty: 5655.361328
	Iteration 39Q: 3 clusters Score -1.07492e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71498 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -10749261.000000 Penalty: 5655.361328
	Iteration 40F: 3 clusters Score -1.074926e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72020 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -10749387.000000 Penalty: 5655.361328
	Iteration 41Q: 3 clusters Score -1.074939e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72544 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -10749462.000000 Penalty: 5655.361328
	Iteration 42Q: 3 clusters Score -1.074946e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -10749514.000000 Penalty: 5655.361328
	Iteration 43Q: 3 clusters Score -1.074951e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73539 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -10749582.000000 Penalty: 5655.361328
	Iteration 44Q: 3 clusters Score -1.074958e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74059 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -10749733.000000 Penalty: 5655.361328
	Iteration 45Q: 3 clusters Score -1.074973e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74544 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -10749789.000000 Penalty: 5655.361328
	Iteration 46Q: 3 clusters Score -1.074979e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75028 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -10749883.000000 Penalty: 5655.361328
	Iteration 47Q: 3 clusters Score -1.074988e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75540 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -10749966.000000 Penalty: 5655.361328
	Iteration 48Q: 3 clusters Score -1.074997e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76034 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -10750053.000000 Penalty: 5655.361328
	Iteration 49Q: 3 clusters Score -1.075005e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76551 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -10750166.000000 Penalty: 5655.361328
	Iteration 50Q: 3 clusters Score -1.075017e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -10750281.000000 Penalty: 5655.361328
	Iteration 51Q: 3 clusters Score -1.075028e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -10750403.000000 Penalty: 5655.361328
	Iteration 52Q: 3 clusters Score -1.07504e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77969 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -10750499.000000 Penalty: 5655.361328
	Iteration 53Q: 3 clusters Score -1.07505e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78372 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -10750623.000000 Penalty: 5655.361328
	Iteration 54Q: 3 clusters Score -1.075062e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78779 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -10750721.000000 Penalty: 5655.361328
	Iteration 55Q: 3 clusters Score -1.075072e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79186 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -10750802.000000 Penalty: 5655.361328
	Iteration 56Q: 3 clusters Score -1.07508e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79608 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -10750856.000000 Penalty: 5655.361328
	Iteration 57Q: 3 clusters Score -1.075086e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -10750989.000000 Penalty: 5655.361328
	Iteration 58Q: 3 clusters Score -1.075099e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80358 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -10751075.000000 Penalty: 5655.361328
	Iteration 59Q: 3 clusters Score -1.075108e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -10751185.000000 Penalty: 5655.361328
	Iteration 60F: 3 clusters Score -1.075118e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81148 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -10751269.000000 Penalty: 5655.361328
	Iteration 61Q: 3 clusters Score -1.075127e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -10751376.000000 Penalty: 5655.361328
	Iteration 62Q: 3 clusters Score -1.075138e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81906 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -10751474.000000 Penalty: 5655.361328
	Iteration 63Q: 3 clusters Score -1.075147e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82241 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -10751578.000000 Penalty: 5655.361328
	Iteration 64Q: 3 clusters Score -1.075158e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82525 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -10751625.000000 Penalty: 5655.361328
	Iteration 65Q: 3 clusters Score -1.075162e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82804 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -10751670.000000 Penalty: 5655.361328
	Iteration 66Q: 3 clusters Score -1.075167e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83041 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -10751722.000000 Penalty: 5655.361328
	Iteration 67Q: 3 clusters Score -1.075172e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83258 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -10751737.000000 Penalty: 5655.361328
	Iteration 68Q: 3 clusters Score -1.075174e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83485 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -10751817.000000 Penalty: 5655.361328
	Iteration 69Q: 3 clusters Score -1.075182e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83682 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -10751882.000000 Penalty: 5655.361328
	Iteration 70Q: 3 clusters Score -1.075188e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83878 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -10751935.000000 Penalty: 5655.361328
	Iteration 71Q: 3 clusters Score -1.075194e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84049 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -10751983.000000 Penalty: 5655.361328
	Iteration 72Q: 3 clusters Score -1.075198e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84191 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -10752000.000000 Penalty: 5655.361328
	Iteration 73Q: 3 clusters Score -1.0752e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84343 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -10752038.000000 Penalty: 5655.361328
	Iteration 74Q: 3 clusters Score -1.075204e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -10752081.000000 Penalty: 5655.361328
	Iteration 75Q: 3 clusters Score -1.075208e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84578 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -10752092.000000 Penalty: 5655.361328
	Iteration 76Q: 3 clusters Score -1.075209e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84679 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -10752122.000000 Penalty: 5655.361328
	Iteration 77Q: 3 clusters Score -1.075212e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84770 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -10752117.000000 Penalty: 5655.361328
	Iteration 78Q: 3 clusters Score -1.075212e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84852 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -10752118.000000 Penalty: 5655.361328
	Iteration 79Q: 3 clusters Score -1.075212e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84943 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -10752142.000000 Penalty: 5655.361328
	Iteration 80F: 3 clusters Score -1.075214e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85014 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -10752155.000000 Penalty: 5655.361328
	Iteration 81Q: 3 clusters Score -1.075216e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85069 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -10752154.000000 Penalty: 5655.361328
	Iteration 82Q: 3 clusters Score -1.075215e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85124 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -10752185.000000 Penalty: 5655.361328
	Iteration 83Q: 3 clusters Score -1.075218e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85172 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -10752213.000000 Penalty: 5655.361328
	Iteration 84Q: 3 clusters Score -1.075221e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85218 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -10752199.000000 Penalty: 5655.361328
	Iteration 85Q: 3 clusters Score -1.07522e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85265 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -10752200.000000 Penalty: 5655.361328
	Iteration 86Q: 3 clusters Score -1.07522e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85310 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -10752204.000000 Penalty: 5655.361328
	Iteration 87Q: 3 clusters Score -1.07522e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85347 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -10752218.000000 Penalty: 5655.361328
	Iteration 88Q: 3 clusters Score -1.075222e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85383 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -10752228.000000 Penalty: 5655.361328
	Iteration 89Q: 3 clusters Score -1.075223e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85416 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -10752237.000000 Penalty: 5655.361328
	Iteration 90Q: 3 clusters Score -1.075224e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85445 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -10752227.000000 Penalty: 5655.361328
	Iteration 91Q: 3 clusters Score -1.075223e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85468 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -10752222.000000 Penalty: 5655.361328
	Iteration 92Q: 3 clusters Score -1.075222e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85492 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -10752215.000000 Penalty: 5655.361328
	Iteration 93Q: 3 clusters Score -1.075222e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -10752227.000000 Penalty: 5655.361328
	Iteration 94Q: 3 clusters Score -1.075223e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85535 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -10752231.000000 Penalty: 5655.361328
	Iteration 95Q: 3 clusters Score -1.075223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85549 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -10752236.000000 Penalty: 5655.361328
	Iteration 96Q: 3 clusters Score -1.075224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -10752245.000000 Penalty: 5655.361328
	Iteration 97Q: 3 clusters Score -1.075224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -10752234.000000 Penalty: 5655.361328
	Iteration 98Q: 3 clusters Score -1.075223e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -10752232.000000 Penalty: 5655.361328
	Iteration 99Q: 3 clusters Score -1.075223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85605 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -10752236.000000 Penalty: 5655.361328
	Iteration 100F: 3 clusters Score -1.075224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85604 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -10752234.000000 Penalty: 5655.361328
	Iteration 101Q: 3 clusters Score -1.075223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85610 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -10752236.000000 Penalty: 5655.361328
	Iteration 102Q: 3 clusters Score -1.075224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85616 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -10752242.000000 Penalty: 5655.361328
	Iteration 103Q: 3 clusters Score -1.075224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85621 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -10752244.000000 Penalty: 5655.361328
	Iteration 104Q: 3 clusters Score -1.075224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85626 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -10752235.000000 Penalty: 5655.361328
	Iteration 105Q: 3 clusters Score -1.075224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -10752233.000000 Penalty: 5655.361328
	Iteration 106Q: 3 clusters Score -1.075223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85642 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -10752247.000000 Penalty: 5655.361328
	Iteration 107Q: 3 clusters Score -1.075225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -10752233.000000 Penalty: 5655.361328
	Iteration 108Q: 3 clusters Score -1.075223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85662 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -10752251.000000 Penalty: 5655.361328
	Iteration 109Q: 3 clusters Score -1.075225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85674 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -10752256.000000 Penalty: 5655.361328
	Iteration 110Q: 3 clusters Score -1.075226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85681 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -10752251.000000 Penalty: 5655.361328
	Iteration 111Q: 3 clusters Score -1.075225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -10752253.000000 Penalty: 5655.361328
	Iteration 112Q: 3 clusters Score -1.075225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85696 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -10752259.000000 Penalty: 5655.361328
	Iteration 113Q: 3 clusters Score -1.075226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85705 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -10752252.000000 Penalty: 5655.361328
	Iteration 114Q: 3 clusters Score -1.075225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -10752258.000000 Penalty: 5655.361328
	Iteration 115Q: 3 clusters Score -1.075226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -10752255.000000 Penalty: 5655.361328
	Iteration 116Q: 3 clusters Score -1.075226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -10752255.000000 Penalty: 5655.361328
	Iteration 117F: 3 clusters Score -1.075226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (73077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73077 members 
Entering Unmasked Estep 
Score: -9373432.000000 Penalty: 2777.418701
	Iteration 0F: 2 clusters Score -9373432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -9324631.000000 Penalty: 5554.837402
	Iteration 0F: 3 clusters Score -9324631 nChanged 34229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -9343955.000000 Penalty: 5554.837402
	Iteration 1F: 3 clusters Score -9343955 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -9344884.000000 Penalty: 5554.837402
	Iteration 2Q: 3 clusters Score -9344884 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -9346450.000000 Penalty: 5554.837402
	Iteration 3Q: 3 clusters Score -9346450 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -9349021.000000 Penalty: 5554.837402
	Iteration 4F: 3 clusters Score -9349021 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -9353210.000000 Penalty: 5554.837402
	Iteration 5F: 3 clusters Score -9353210 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58725 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -9358613.000000 Penalty: 5554.837402
	Iteration 6F: 3 clusters Score -9358613 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -9363561.000000 Penalty: 5554.837402
	Iteration 7F: 3 clusters Score -9363561 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -9367255.000000 Penalty: 5554.837402
	Iteration 8F: 3 clusters Score -9367255 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70075 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -9369277.000000 Penalty: 5554.837402
	Iteration 9Q: 3 clusters Score -9369277 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9370213.000000 Penalty: 5554.837402
	Iteration 10Q: 3 clusters Score -9370213 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -9370708.000000 Penalty: 5554.837402
	Iteration 11Q: 3 clusters Score -9370708 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72139 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9370874.000000 Penalty: 5554.837402
	Iteration 12Q: 3 clusters Score -9370874 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72269 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9370983.000000 Penalty: 5554.837402
	Iteration 13Q: 3 clusters Score -9370983 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72355 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9371052.000000 Penalty: 5554.837402
	Iteration 14Q: 3 clusters Score -9371052 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72403 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9371089.000000 Penalty: 5554.837402
	Iteration 15Q: 3 clusters Score -9371089 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72436 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9371125.000000 Penalty: 5554.837402
	Iteration 16Q: 3 clusters Score -9371125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9371146.000000 Penalty: 5554.837402
	Iteration 17Q: 3 clusters Score -9371146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72467 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9371142.000000 Penalty: 5554.837402
	Iteration 18Q: 3 clusters Score -9371142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9371158.000000 Penalty: 5554.837402
	Iteration 19Q: 3 clusters Score -9371158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72484 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9371166.000000 Penalty: 5554.837402
	Iteration 20F: 3 clusters Score -9371166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72494 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9371176.000000 Penalty: 5554.837402
	Iteration 21Q: 3 clusters Score -9371176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72499 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9371187.000000 Penalty: 5554.837402
	Iteration 22Q: 3 clusters Score -9371187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72502 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9371195.000000 Penalty: 5554.837402
	Iteration 23Q: 3 clusters Score -9371195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72507 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9371202.000000 Penalty: 5554.837402
	Iteration 24Q: 3 clusters Score -9371202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9371203.000000 Penalty: 5554.837402
	Iteration 25Q: 3 clusters Score -9371203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72518 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9371206.000000 Penalty: 5554.837402
	Iteration 26Q: 3 clusters Score -9371206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9371202.000000 Penalty: 5554.837402
	Iteration 27Q: 3 clusters Score -9371202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72520 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9371195.000000 Penalty: 5554.837402
	Iteration 28Q: 3 clusters Score -9371195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72520 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9371195.000000 Penalty: 5554.837402
	Iteration 29F: 3 clusters Score -9371195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Entering Unmasked Estep 
Score: -1974536.125000 Penalty: 2386.384033
	Iteration 0F: 2 clusters Score -1974536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1963610.750000 Penalty: 4772.768066
	Iteration 0F: 3 clusters Score -1963611 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1967088.875000 Penalty: 4772.768066
	Iteration 1F: 3 clusters Score -1967089 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1967470.250000 Penalty: 4772.768066
	Iteration 2F: 3 clusters Score -1967470 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1967834.750000 Penalty: 4772.768066
	Iteration 3F: 3 clusters Score -1967835 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1968278.000000 Penalty: 4772.768066
	Iteration 4F: 3 clusters Score -1968278 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1968912.625000 Penalty: 4772.768066
	Iteration 5F: 3 clusters Score -1968913 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1969726.250000 Penalty: 4772.768066
	Iteration 6F: 3 clusters Score -1969726 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1970486.625000 Penalty: 4772.768066
	Iteration 7F: 3 clusters Score -1970487 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1971124.000000 Penalty: 4772.768066
	Iteration 8F: 3 clusters Score -1971124 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1971605.375000 Penalty: 4772.768066
	Iteration 9Q: 3 clusters Score -1971605 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1971889.625000 Penalty: 4772.768066
	Iteration 10Q: 3 clusters Score -1971890 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1972065.000000 Penalty: 4772.768066
	Iteration 11Q: 3 clusters Score -1972065 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1972189.000000 Penalty: 4772.768066
	Iteration 12Q: 3 clusters Score -1972189 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1972277.250000 Penalty: 4772.768066
	Iteration 13Q: 3 clusters Score -1972277 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1972332.125000 Penalty: 4772.768066
	Iteration 14Q: 3 clusters Score -1972332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1972371.750000 Penalty: 4772.768066
	Iteration 15Q: 3 clusters Score -1972372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1972399.250000 Penalty: 4772.768066
	Iteration 16Q: 3 clusters Score -1972399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1972415.375000 Penalty: 4772.768066
	Iteration 17Q: 3 clusters Score -1972415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1972429.375000 Penalty: 4772.768066
	Iteration 18Q: 3 clusters Score -1972429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1972443.375000 Penalty: 4772.768066
	Iteration 19Q: 3 clusters Score -1972443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1972448.250000 Penalty: 4772.768066
	Iteration 20F: 3 clusters Score -1972448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1972449.750000 Penalty: 4772.768066
	Iteration 21Q: 3 clusters Score -1972450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1972456.500000 Penalty: 4772.768066
	Iteration 22Q: 3 clusters Score -1972456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1972460.125000 Penalty: 4772.768066
	Iteration 23Q: 3 clusters Score -1972460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1972461.875000 Penalty: 4772.768066
	Iteration 24Q: 3 clusters Score -1972462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1972463.250000 Penalty: 4772.768066
	Iteration 25Q: 3 clusters Score -1972463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1972465.000000 Penalty: 4772.768066
	Iteration 26Q: 3 clusters Score -1972465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1972467.500000 Penalty: 4772.768066
	Iteration 27Q: 3 clusters Score -1972468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1972473.000000 Penalty: 4772.768066
	Iteration 28Q: 3 clusters Score -1972473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1972474.750000 Penalty: 4772.768066
	Iteration 29Q: 3 clusters Score -1972475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1972475.875000 Penalty: 4772.768066
	Iteration 30Q: 3 clusters Score -1972476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1972478.000000 Penalty: 4772.768066
	Iteration 31Q: 3 clusters Score -1972478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1972481.000000 Penalty: 4772.768066
	Iteration 32Q: 3 clusters Score -1972481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1972483.250000 Penalty: 4772.768066
	Iteration 33Q: 3 clusters Score -1972483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1972483.250000 Penalty: 4772.768066
	Iteration 34F: 3 clusters Score -1972483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Entering Unmasked Estep 
Score: -79844.812500 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -79844.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78176.250000 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -78176.25 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78501.242188 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -78501.24 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78622.890625 Penalty: 3266.056396
	Iteration 2F: 3 clusters Score -78622.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -78697.679688 Penalty: 3266.056396
	Iteration 3Q: 3 clusters Score -78697.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78739.726562 Penalty: 3266.056396
	Iteration 4Q: 3 clusters Score -78739.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78787.914062 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -78787.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78822.062500 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -78822.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78847.179688 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -78847.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78857.179688 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -78857.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -78873.117188 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -78873.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78886.304688 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -78886.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -78899.179688 Penalty: 3266.056396
	Iteration 11Q: 3 clusters Score -78899.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78910.468750 Penalty: 3266.056396
	Iteration 12Q: 3 clusters Score -78910.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78914.265625 Penalty: 3266.056396
	Iteration 13Q: 3 clusters Score -78914.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78923.445312 Penalty: 3266.056396
	Iteration 14Q: 3 clusters Score -78923.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78934.484375 Penalty: 3266.056396
	Iteration 15Q: 3 clusters Score -78934.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78943.992188 Penalty: 3266.056396
	Iteration 16Q: 3 clusters Score -78943.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78955.210938 Penalty: 3266.056396
	Iteration 17Q: 3 clusters Score -78955.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78967.601562 Penalty: 3266.056396
	Iteration 18Q: 3 clusters Score -78967.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78973.531250 Penalty: 3266.056396
	Iteration 19Q: 3 clusters Score -78973.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78974.992188 Penalty: 3266.056396
	Iteration 20F: 3 clusters Score -78974.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Entering Unmasked Estep 
Score: -623525.562500 Penalty: 2114.780762
	Iteration 0F: 2 clusters Score -623525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -618976.125000 Penalty: 4229.561523
	Iteration 0F: 3 clusters Score -618976.1 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -620045.562500 Penalty: 4229.561523
	Iteration 1F: 3 clusters Score -620045.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -620279.937500 Penalty: 4229.561523
	Iteration 2F: 3 clusters Score -620279.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -620471.750000 Penalty: 4229.561523
	Iteration 3F: 3 clusters Score -620471.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -620630.812500 Penalty: 4229.561523
	Iteration 4Q: 3 clusters Score -620630.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -620753.875000 Penalty: 4229.561523
	Iteration 5Q: 3 clusters Score -620753.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -620854.187500 Penalty: 4229.561523
	Iteration 6Q: 3 clusters Score -620854.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -620934.812500 Penalty: 4229.561523
	Iteration 7Q: 3 clusters Score -620934.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -620995.500000 Penalty: 4229.561523
	Iteration 8Q: 3 clusters Score -620995.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -621070.375000 Penalty: 4229.561523
	Iteration 9Q: 3 clusters Score -621070.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -621131.375000 Penalty: 4229.561523
	Iteration 10Q: 3 clusters Score -621131.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -621179.625000 Penalty: 4229.561523
	Iteration 11Q: 3 clusters Score -621179.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -621244.937500 Penalty: 4229.561523
	Iteration 12Q: 3 clusters Score -621244.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -621298.000000 Penalty: 4229.561523
	Iteration 13Q: 3 clusters Score -621298 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -621344.750000 Penalty: 4229.561523
	Iteration 14Q: 3 clusters Score -621344.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -621389.625000 Penalty: 4229.561523
	Iteration 15Q: 3 clusters Score -621389.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -621439.750000 Penalty: 4229.561523
	Iteration 16Q: 3 clusters Score -621439.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -621482.062500 Penalty: 4229.561523
	Iteration 17Q: 3 clusters Score -621482.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -621519.500000 Penalty: 4229.561523
	Iteration 18Q: 3 clusters Score -621519.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -621556.250000 Penalty: 4229.561523
	Iteration 19Q: 3 clusters Score -621556.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -621592.250000 Penalty: 4229.561523
	Iteration 20F: 3 clusters Score -621592.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -621621.312500 Penalty: 4229.561523
	Iteration 21Q: 3 clusters Score -621621.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -621650.562500 Penalty: 4229.561523
	Iteration 22Q: 3 clusters Score -621650.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -621680.687500 Penalty: 4229.561523
	Iteration 23Q: 3 clusters Score -621680.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -621698.312500 Penalty: 4229.561523
	Iteration 24Q: 3 clusters Score -621698.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -621712.250000 Penalty: 4229.561523
	Iteration 25Q: 3 clusters Score -621712.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -621723.500000 Penalty: 4229.561523
	Iteration 26Q: 3 clusters Score -621723.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -621731.312500 Penalty: 4229.561523
	Iteration 27Q: 3 clusters Score -621731.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -621735.062500 Penalty: 4229.561523
	Iteration 28Q: 3 clusters Score -621735.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -621739.062500 Penalty: 4229.561523
	Iteration 29Q: 3 clusters Score -621739.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -621742.062500 Penalty: 4229.561523
	Iteration 30Q: 3 clusters Score -621742.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -621742.000000 Penalty: 4229.561523
	Iteration 31Q: 3 clusters Score -621742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -621742.625000 Penalty: 4229.561523
	Iteration 32Q: 3 clusters Score -621742.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -621744.500000 Penalty: 4229.561523
	Iteration 33Q: 3 clusters Score -621744.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -621746.937500 Penalty: 4229.561523
	Iteration 34Q: 3 clusters Score -621746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -621749.937500 Penalty: 4229.561523
	Iteration 35Q: 3 clusters Score -621749.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -621750.000000 Penalty: 4229.561523
	Iteration 36Q: 3 clusters Score -621750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -621750.687500 Penalty: 4229.561523
	Iteration 37Q: 3 clusters Score -621750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -621752.750000 Penalty: 4229.561523
	Iteration 38Q: 3 clusters Score -621752.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -621754.625000 Penalty: 4229.561523
	Iteration 39Q: 3 clusters Score -621754.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -621756.187500 Penalty: 4229.561523
	Iteration 40F: 3 clusters Score -621756.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -621756.562500 Penalty: 4229.561523
	Iteration 41Q: 3 clusters Score -621756.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -621757.687500 Penalty: 4229.561523
	Iteration 42Q: 3 clusters Score -621757.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -621758.687500 Penalty: 4229.561523
	Iteration 43Q: 3 clusters Score -621758.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -621758.687500 Penalty: 4229.561523
	Iteration 44F: 3 clusters Score -621758.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Entering Unmasked Estep 
Score: -1680330.875000 Penalty: 2345.424316
	Iteration 0F: 2 clusters Score -1680331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1670862.750000 Penalty: 4690.848633
	Iteration 0F: 3 clusters Score -1670863 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1673668.875000 Penalty: 4690.848633
	Iteration 1F: 3 clusters Score -1673669 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1673961.250000 Penalty: 4690.848633
	Iteration 2F: 3 clusters Score -1673961 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1674203.625000 Penalty: 4690.848633
	Iteration 3Q: 3 clusters Score -1674204 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1674370.125000 Penalty: 4690.848633
	Iteration 4Q: 3 clusters Score -1674370 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1674532.000000 Penalty: 4690.848633
	Iteration 5Q: 3 clusters Score -1674532 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1674696.125000 Penalty: 4690.848633
	Iteration 6Q: 3 clusters Score -1674696 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1674883.750000 Penalty: 4690.848633
	Iteration 7Q: 3 clusters Score -1674884 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1675110.250000 Penalty: 4690.848633
	Iteration 8Q: 3 clusters Score -1675110 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1675376.125000 Penalty: 4690.848633
	Iteration 9Q: 3 clusters Score -1675376 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1675730.875000 Penalty: 4690.848633
	Iteration 10Q: 3 clusters Score -1675731 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1676177.375000 Penalty: 4690.848633
	Iteration 11Q: 3 clusters Score -1676177 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1676673.000000 Penalty: 4690.848633
	Iteration 12Q: 3 clusters Score -1676673 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1677169.000000 Penalty: 4690.848633
	Iteration 13Q: 3 clusters Score -1677169 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1677558.500000 Penalty: 4690.848633
	Iteration 14Q: 3 clusters Score -1677558 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1677833.000000 Penalty: 4690.848633
	Iteration 15Q: 3 clusters Score -1677833 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1677970.375000 Penalty: 4690.848633
	Iteration 16Q: 3 clusters Score -1677970 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1678054.125000 Penalty: 4690.848633
	Iteration 17Q: 3 clusters Score -1678054 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1678126.500000 Penalty: 4690.848633
	Iteration 18Q: 3 clusters Score -1678126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1678168.750000 Penalty: 4690.848633
	Iteration 19Q: 3 clusters Score -1678169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1678196.500000 Penalty: 4690.848633
	Iteration 20F: 3 clusters Score -1678196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1678215.000000 Penalty: 4690.848633
	Iteration 21Q: 3 clusters Score -1678215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1678225.875000 Penalty: 4690.848633
	Iteration 22Q: 3 clusters Score -1678226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1678229.125000 Penalty: 4690.848633
	Iteration 23Q: 3 clusters Score -1678229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1678235.500000 Penalty: 4690.848633
	Iteration 24Q: 3 clusters Score -1678236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1678236.625000 Penalty: 4690.848633
	Iteration 25Q: 3 clusters Score -1678237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1678238.250000 Penalty: 4690.848633
	Iteration 26Q: 3 clusters Score -1678238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1678242.750000 Penalty: 4690.848633
	Iteration 27Q: 3 clusters Score -1678243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1678242.750000 Penalty: 4690.848633
	Iteration 28Q: 3 clusters Score -1678243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1678243.125000 Penalty: 4690.848633
	Iteration 29Q: 3 clusters Score -1678243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1678243.125000 Penalty: 4690.848633
	Iteration 30F: 3 clusters Score -1678243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Entering Unmasked Estep 
Score: -3146907.000000 Penalty: 2509.802246
	Iteration 0F: 2 clusters Score -3146907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3129706.250000 Penalty: 5019.604492
	Iteration 0F: 3 clusters Score -3129706 nChanged 10988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3135672.000000 Penalty: 5019.604492
	Iteration 1F: 3 clusters Score -3135672 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -3136153.750000 Penalty: 5019.604492
	Iteration 2F: 3 clusters Score -3136154 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -3136635.500000 Penalty: 5019.604492
	Iteration 3Q: 3 clusters Score -3136636 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -3137212.250000 Penalty: 5019.604492
	Iteration 4Q: 3 clusters Score -3137212 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3137941.000000 Penalty: 5019.604492
	Iteration 5F: 3 clusters Score -3137941 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3138900.500000 Penalty: 5019.604492
	Iteration 6F: 3 clusters Score -3138900 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -3140171.500000 Penalty: 5019.604492
	Iteration 7F: 3 clusters Score -3140172 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3141479.750000 Penalty: 5019.604492
	Iteration 8F: 3 clusters Score -3141480 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3142608.500000 Penalty: 5019.604492
	Iteration 9F: 3 clusters Score -3142608 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3143448.500000 Penalty: 5019.604492
	Iteration 10Q: 3 clusters Score -3143448 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3143985.500000 Penalty: 5019.604492
	Iteration 11Q: 3 clusters Score -3143986 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3144290.000000 Penalty: 5019.604492
	Iteration 12Q: 3 clusters Score -3144290 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3144439.750000 Penalty: 5019.604492
	Iteration 13Q: 3 clusters Score -3144440 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3144530.250000 Penalty: 5019.604492
	Iteration 14Q: 3 clusters Score -3144530 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3144578.500000 Penalty: 5019.604492
	Iteration 15Q: 3 clusters Score -3144578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3144606.250000 Penalty: 5019.604492
	Iteration 16Q: 3 clusters Score -3144606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3144630.000000 Penalty: 5019.604492
	Iteration 17Q: 3 clusters Score -3144630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3144661.750000 Penalty: 5019.604492
	Iteration 18Q: 3 clusters Score -3144662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3144682.500000 Penalty: 5019.604492
	Iteration 19Q: 3 clusters Score -3144682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3144698.000000 Penalty: 5019.604492
	Iteration 20F: 3 clusters Score -3144698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3144699.750000 Penalty: 5019.604492
	Iteration 21Q: 3 clusters Score -3144700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3144704.750000 Penalty: 5019.604492
	Iteration 22Q: 3 clusters Score -3144705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3144704.500000 Penalty: 5019.604492
	Iteration 23Q: 3 clusters Score -3144704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3144704.750000 Penalty: 5019.604492
	Iteration 24Q: 3 clusters Score -3144705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3144709.500000 Penalty: 5019.604492
	Iteration 25Q: 3 clusters Score -3144710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3144711.500000 Penalty: 5019.604492
	Iteration 26Q: 3 clusters Score -3144712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3144710.250000 Penalty: 5019.604492
	Iteration 27Q: 3 clusters Score -3144710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3144708.750000 Penalty: 5019.604492
	Iteration 28Q: 3 clusters Score -3144709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3144710.500000 Penalty: 5019.604492
	Iteration 29Q: 3 clusters Score -3144710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3144710.500000 Penalty: 5019.604492
	Iteration 30F: 3 clusters Score -3144710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Entering Unmasked Estep 
Score: -6154322.500000 Penalty: 2672.565430
	Iteration 0F: 2 clusters Score -6154322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -6122156.500000 Penalty: 5345.130859
	Iteration 0F: 3 clusters Score -6122156 nChanged 22006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -6134476.000000 Penalty: 5345.130859
	Iteration 1F: 3 clusters Score -6134476 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -6135042.500000 Penalty: 5345.130859
	Iteration 2Q: 3 clusters Score -6135042 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -6135718.000000 Penalty: 5345.130859
	Iteration 3Q: 3 clusters Score -6135718 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -6136594.500000 Penalty: 5345.130859
	Iteration 4Q: 3 clusters Score -6136594 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -6137863.500000 Penalty: 5345.130859
	Iteration 5F: 3 clusters Score -6137864 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -6139803.500000 Penalty: 5345.130859
	Iteration 6F: 3 clusters Score -6139804 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -6142527.000000 Penalty: 5345.130859
	Iteration 7F: 3 clusters Score -6142527 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -6145537.000000 Penalty: 5345.130859
	Iteration 8F: 3 clusters Score -6145537 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -6148297.500000 Penalty: 5345.130859
	Iteration 9F: 3 clusters Score -6148298 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -6150297.500000 Penalty: 5345.130859
	Iteration 10Q: 3 clusters Score -6150298 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -6151232.500000 Penalty: 5345.130859
	Iteration 11Q: 3 clusters Score -6151232 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -6151632.000000 Penalty: 5345.130859
	Iteration 12Q: 3 clusters Score -6151632 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -6151815.000000 Penalty: 5345.130859
	Iteration 13Q: 3 clusters Score -6151815 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -6151888.500000 Penalty: 5345.130859
	Iteration 14Q: 3 clusters Score -6151888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -6151912.000000 Penalty: 5345.130859
	Iteration 15Q: 3 clusters Score -6151912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -6151936.000000 Penalty: 5345.130859
	Iteration 16Q: 3 clusters Score -6151936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -6151957.500000 Penalty: 5345.130859
	Iteration 17Q: 3 clusters Score -6151958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -6151981.500000 Penalty: 5345.130859
	Iteration 18Q: 3 clusters Score -6151982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -6151994.500000 Penalty: 5345.130859
	Iteration 19Q: 3 clusters Score -6151994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -6151994.000000 Penalty: 5345.130859
	Iteration 20F: 3 clusters Score -6151994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -6151998.000000 Penalty: 5345.130859
	Iteration 21Q: 3 clusters Score -6151998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -6152002.500000 Penalty: 5345.130859
	Iteration 22Q: 3 clusters Score -6152002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -6151999.500000 Penalty: 5345.130859
	Iteration 23Q: 3 clusters Score -6152000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -6151999.500000 Penalty: 5345.130859
	Iteration 24F: 3 clusters Score -6152000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Entering Unmasked Estep 
Score: -2393080.500000 Penalty: 2437.105713
	Iteration 0F: 2 clusters Score -2393080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2379842.500000 Penalty: 4874.211426
	Iteration 0F: 3 clusters Score -2379842 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2384272.500000 Penalty: 4874.211426
	Iteration 1F: 3 clusters Score -2384272 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2384634.250000 Penalty: 4874.211426
	Iteration 2F: 3 clusters Score -2384634 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2384938.000000 Penalty: 4874.211426
	Iteration 3Q: 3 clusters Score -2384938 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2385255.500000 Penalty: 4874.211426
	Iteration 4Q: 3 clusters Score -2385256 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2385607.000000 Penalty: 4874.211426
	Iteration 5Q: 3 clusters Score -2385607 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2386026.250000 Penalty: 4874.211426
	Iteration 6Q: 3 clusters Score -2386026 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2386546.500000 Penalty: 4874.211426
	Iteration 7Q: 3 clusters Score -2386546 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2387261.000000 Penalty: 4874.211426
	Iteration 8F: 3 clusters Score -2387261 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2388087.500000 Penalty: 4874.211426
	Iteration 9F: 3 clusters Score -2388088 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2388929.250000 Penalty: 4874.211426
	Iteration 10F: 3 clusters Score -2388929 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2389499.500000 Penalty: 4874.211426
	Iteration 11F: 3 clusters Score -2389500 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2389889.500000 Penalty: 4874.211426
	Iteration 12Q: 3 clusters Score -2389890 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2390134.250000 Penalty: 4874.211426
	Iteration 13Q: 3 clusters Score -2390134 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2390333.000000 Penalty: 4874.211426
	Iteration 14Q: 3 clusters Score -2390333 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2390504.250000 Penalty: 4874.211426
	Iteration 15Q: 3 clusters Score -2390504 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2390676.250000 Penalty: 4874.211426
	Iteration 16Q: 3 clusters Score -2390676 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2390844.500000 Penalty: 4874.211426
	Iteration 17Q: 3 clusters Score -2390844 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2391023.250000 Penalty: 4874.211426
	Iteration 18Q: 3 clusters Score -2391023 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2391192.250000 Penalty: 4874.211426
	Iteration 19Q: 3 clusters Score -2391192 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2391364.250000 Penalty: 4874.211426
	Iteration 20F: 3 clusters Score -2391364 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2391565.250000 Penalty: 4874.211426
	Iteration 21Q: 3 clusters Score -2391565 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2391725.000000 Penalty: 4874.211426
	Iteration 22Q: 3 clusters Score -2391725 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2391874.000000 Penalty: 4874.211426
	Iteration 23Q: 3 clusters Score -2391874 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2392008.500000 Penalty: 4874.211426
	Iteration 24Q: 3 clusters Score -2392008 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2392115.500000 Penalty: 4874.211426
	Iteration 25Q: 3 clusters Score -2392116 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2392225.500000 Penalty: 4874.211426
	Iteration 26Q: 3 clusters Score -2392226 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2392310.250000 Penalty: 4874.211426
	Iteration 27Q: 3 clusters Score -2392310 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2392360.750000 Penalty: 4874.211426
	Iteration 28Q: 3 clusters Score -2392361 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2392386.500000 Penalty: 4874.211426
	Iteration 29Q: 3 clusters Score -2392386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2392421.500000 Penalty: 4874.211426
	Iteration 30Q: 3 clusters Score -2392422 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2392449.000000 Penalty: 4874.211426
	Iteration 31Q: 3 clusters Score -2392449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2392468.250000 Penalty: 4874.211426
	Iteration 32Q: 3 clusters Score -2392468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2392480.000000 Penalty: 4874.211426
	Iteration 33Q: 3 clusters Score -2392480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2392493.250000 Penalty: 4874.211426
	Iteration 34Q: 3 clusters Score -2392493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2392496.500000 Penalty: 4874.211426
	Iteration 35Q: 3 clusters Score -2392496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2392505.250000 Penalty: 4874.211426
	Iteration 36Q: 3 clusters Score -2392505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2392512.750000 Penalty: 4874.211426
	Iteration 37Q: 3 clusters Score -2392513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2392523.750000 Penalty: 4874.211426
	Iteration 38Q: 3 clusters Score -2392524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2392529.750000 Penalty: 4874.211426
	Iteration 39Q: 3 clusters Score -2392530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2392536.250000 Penalty: 4874.211426
	Iteration 40F: 3 clusters Score -2392536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2392541.500000 Penalty: 4874.211426
	Iteration 41Q: 3 clusters Score -2392542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2392541.750000 Penalty: 4874.211426
	Iteration 42Q: 3 clusters Score -2392542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2392544.500000 Penalty: 4874.211426
	Iteration 43Q: 3 clusters Score -2392544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2392542.750000 Penalty: 4874.211426
	Iteration 44Q: 3 clusters Score -2392543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2392541.500000 Penalty: 4874.211426
	Iteration 45Q: 3 clusters Score -2392542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2392544.250000 Penalty: 4874.211426
	Iteration 46Q: 3 clusters Score -2392544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2392553.000000 Penalty: 4874.211426
	Iteration 47Q: 3 clusters Score -2392553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2392555.250000 Penalty: 4874.211426
	Iteration 48Q: 3 clusters Score -2392555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2392553.250000 Penalty: 4874.211426
	Iteration 49Q: 3 clusters Score -2392553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2392554.250000 Penalty: 4874.211426
	Iteration 50Q: 3 clusters Score -2392554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2392556.000000 Penalty: 4874.211426
	Iteration 51Q: 3 clusters Score -2392556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2392560.000000 Penalty: 4874.211426
	Iteration 52Q: 3 clusters Score -2392560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2392557.500000 Penalty: 4874.211426
	Iteration 53Q: 3 clusters Score -2392558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2392559.500000 Penalty: 4874.211426
	Iteration 54Q: 3 clusters Score -2392560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2392559.250000 Penalty: 4874.211426
	Iteration 55Q: 3 clusters Score -2392559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2392560.750000 Penalty: 4874.211426
	Iteration 56Q: 3 clusters Score -2392561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2392563.500000 Penalty: 4874.211426
	Iteration 57Q: 3 clusters Score -2392564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2392564.250000 Penalty: 4874.211426
	Iteration 58Q: 3 clusters Score -2392564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2392566.000000 Penalty: 4874.211426
	Iteration 59Q: 3 clusters Score -2392566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2392564.250000 Penalty: 4874.211426
	Iteration 60F: 3 clusters Score -2392564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2392567.000000 Penalty: 4874.211426
	Iteration 61Q: 3 clusters Score -2392567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2392567.250000 Penalty: 4874.211426
	Iteration 62Q: 3 clusters Score -2392567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2392564.500000 Penalty: 4874.211426
	Iteration 63Q: 3 clusters Score -2392564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2392565.000000 Penalty: 4874.211426
	Iteration 64Q: 3 clusters Score -2392565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2392565.250000 Penalty: 4874.211426
	Iteration 65Q: 3 clusters Score -2392565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2392565.250000 Penalty: 4874.211426
	Iteration 66F: 3 clusters Score -2392565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Entering Unmasked Estep 
Score: -778134.250000 Penalty: 2171.266602
	Iteration 0F: 2 clusters Score -778134.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -772867.250000 Penalty: 4342.533203
	Iteration 0F: 3 clusters Score -772867.2 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -774432.250000 Penalty: 4342.533203
	Iteration 1F: 3 clusters Score -774432.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -774944.437500 Penalty: 4342.533203
	Iteration 2F: 3 clusters Score -774944.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -775429.687500 Penalty: 4342.533203
	Iteration 3F: 3 clusters Score -775429.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -775800.000000 Penalty: 4342.533203
	Iteration 4F: 3 clusters Score -775800 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -776065.250000 Penalty: 4342.533203
	Iteration 5F: 3 clusters Score -776065.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -776281.687500 Penalty: 4342.533203
	Iteration 6Q: 3 clusters Score -776281.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -776564.562500 Penalty: 4342.533203
	Iteration 7Q: 3 clusters Score -776564.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -776815.250000 Penalty: 4342.533203
	Iteration 8Q: 3 clusters Score -776815.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -776955.875000 Penalty: 4342.533203
	Iteration 9Q: 3 clusters Score -776955.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -777032.812500 Penalty: 4342.533203
	Iteration 10Q: 3 clusters Score -777032.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -777086.375000 Penalty: 4342.533203
	Iteration 11Q: 3 clusters Score -777086.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -777126.062500 Penalty: 4342.533203
	Iteration 12Q: 3 clusters Score -777126.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -777153.437500 Penalty: 4342.533203
	Iteration 13Q: 3 clusters Score -777153.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -777171.875000 Penalty: 4342.533203
	Iteration 14Q: 3 clusters Score -777171.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -777186.375000 Penalty: 4342.533203
	Iteration 15Q: 3 clusters Score -777186.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -777195.187500 Penalty: 4342.533203
	Iteration 16Q: 3 clusters Score -777195.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -777199.937500 Penalty: 4342.533203
	Iteration 17Q: 3 clusters Score -777199.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -777206.250000 Penalty: 4342.533203
	Iteration 18Q: 3 clusters Score -777206.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -777210.187500 Penalty: 4342.533203
	Iteration 19Q: 3 clusters Score -777210.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -777210.875000 Penalty: 4342.533203
	Iteration 20F: 3 clusters Score -777210.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -777214.812500 Penalty: 4342.533203
	Iteration 21Q: 3 clusters Score -777214.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -777214.500000 Penalty: 4342.533203
	Iteration 22Q: 3 clusters Score -777214.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -777214.437500 Penalty: 4342.533203
	Iteration 23Q: 3 clusters Score -777214.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -777215.250000 Penalty: 4342.533203
	Iteration 24Q: 3 clusters Score -777215.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -777216.750000 Penalty: 4342.533203
	Iteration 25Q: 3 clusters Score -777216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -777215.875000 Penalty: 4342.533203
	Iteration 26Q: 3 clusters Score -777215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -777216.375000 Penalty: 4342.533203
	Iteration 27Q: 3 clusters Score -777216.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -777217.312500 Penalty: 4342.533203
	Iteration 28Q: 3 clusters Score -777217.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -777217.937500 Penalty: 4342.533203
	Iteration 29Q: 3 clusters Score -777217.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -777218.125000 Penalty: 4342.533203
	Iteration 30Q: 3 clusters Score -777218.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -777217.562500 Penalty: 4342.533203
	Iteration 31Q: 3 clusters Score -777217.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -777218.562500 Penalty: 4342.533203
	Iteration 32Q: 3 clusters Score -777218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -777218.250000 Penalty: 4342.533203
	Iteration 33Q: 3 clusters Score -777218.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -777218.250000 Penalty: 4342.533203
	Iteration 34F: 3 clusters Score -777218.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Entering Unmasked Estep 
Score: -639862.250000 Penalty: 2116.639404
	Iteration 0F: 2 clusters Score -639862.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -635332.250000 Penalty: 4233.278809
	Iteration 0F: 3 clusters Score -635332.2 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -636407.687500 Penalty: 4233.278809
	Iteration 1F: 3 clusters Score -636407.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -636651.500000 Penalty: 4233.278809
	Iteration 2F: 3 clusters Score -636651.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -636849.062500 Penalty: 4233.278809
	Iteration 3F: 3 clusters Score -636849.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -637005.875000 Penalty: 4233.278809
	Iteration 4Q: 3 clusters Score -637005.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -637161.875000 Penalty: 4233.278809
	Iteration 5Q: 3 clusters Score -637161.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -637310.062500 Penalty: 4233.278809
	Iteration 6Q: 3 clusters Score -637310.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -637467.500000 Penalty: 4233.278809
	Iteration 7Q: 3 clusters Score -637467.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -637633.000000 Penalty: 4233.278809
	Iteration 8Q: 3 clusters Score -637633 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -637755.937500 Penalty: 4233.278809
	Iteration 9Q: 3 clusters Score -637755.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -637843.312500 Penalty: 4233.278809
	Iteration 10Q: 3 clusters Score -637843.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -637910.500000 Penalty: 4233.278809
	Iteration 11Q: 3 clusters Score -637910.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -637975.187500 Penalty: 4233.278809
	Iteration 12Q: 3 clusters Score -637975.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -638013.687500 Penalty: 4233.278809
	Iteration 13Q: 3 clusters Score -638013.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -638056.500000 Penalty: 4233.278809
	Iteration 14Q: 3 clusters Score -638056.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -638096.125000 Penalty: 4233.278809
	Iteration 15Q: 3 clusters Score -638096.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -638122.875000 Penalty: 4233.278809
	Iteration 16Q: 3 clusters Score -638122.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -638143.375000 Penalty: 4233.278809
	Iteration 17Q: 3 clusters Score -638143.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -638162.812500 Penalty: 4233.278809
	Iteration 18Q: 3 clusters Score -638162.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -638174.562500 Penalty: 4233.278809
	Iteration 19Q: 3 clusters Score -638174.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -638191.250000 Penalty: 4233.278809
	Iteration 20F: 3 clusters Score -638191.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -638209.937500 Penalty: 4233.278809
	Iteration 21Q: 3 clusters Score -638209.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -638229.875000 Penalty: 4233.278809
	Iteration 22Q: 3 clusters Score -638229.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -638250.312500 Penalty: 4233.278809
	Iteration 23Q: 3 clusters Score -638250.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -638260.500000 Penalty: 4233.278809
	Iteration 24Q: 3 clusters Score -638260.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -638274.625000 Penalty: 4233.278809
	Iteration 25Q: 3 clusters Score -638274.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -638287.250000 Penalty: 4233.278809
	Iteration 26Q: 3 clusters Score -638287.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -638307.500000 Penalty: 4233.278809
	Iteration 27Q: 3 clusters Score -638307.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -638327.687500 Penalty: 4233.278809
	Iteration 28Q: 3 clusters Score -638327.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -638341.750000 Penalty: 4233.278809
	Iteration 29Q: 3 clusters Score -638341.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -638352.562500 Penalty: 4233.278809
	Iteration 30Q: 3 clusters Score -638352.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -638363.812500 Penalty: 4233.278809
	Iteration 31Q: 3 clusters Score -638363.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -638373.375000 Penalty: 4233.278809
	Iteration 32Q: 3 clusters Score -638373.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -638384.812500 Penalty: 4233.278809
	Iteration 33Q: 3 clusters Score -638384.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -638397.687500 Penalty: 4233.278809
	Iteration 34Q: 3 clusters Score -638397.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -638410.312500 Penalty: 4233.278809
	Iteration 35Q: 3 clusters Score -638410.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -638420.937500 Penalty: 4233.278809
	Iteration 36Q: 3 clusters Score -638420.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -638428.500000 Penalty: 4233.278809
	Iteration 37Q: 3 clusters Score -638428.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -638433.625000 Penalty: 4233.278809
	Iteration 38Q: 3 clusters Score -638433.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -638439.437500 Penalty: 4233.278809
	Iteration 39Q: 3 clusters Score -638439.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -638440.000000 Penalty: 4233.278809
	Iteration 40F: 3 clusters Score -638440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -638441.500000 Penalty: 4233.278809
	Iteration 41Q: 3 clusters Score -638441.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -638445.125000 Penalty: 4233.278809
	Iteration 42Q: 3 clusters Score -638445.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -638444.562500 Penalty: 4233.278809
	Iteration 43Q: 3 clusters Score -638444.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -638446.937500 Penalty: 4233.278809
	Iteration 44Q: 3 clusters Score -638446.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -638447.750000 Penalty: 4233.278809
	Iteration 45Q: 3 clusters Score -638447.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -638448.125000 Penalty: 4233.278809
	Iteration 46Q: 3 clusters Score -638448.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -638448.125000 Penalty: 4233.278809
	Iteration 47F: 3 clusters Score -638448.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Entering Unmasked Estep 
Score: -1138808.125000 Penalty: 2252.123291
	Iteration 0F: 2 clusters Score -1138808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1131901.500000 Penalty: 4504.246582
	Iteration 0F: 3 clusters Score -1131902 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1133720.500000 Penalty: 4504.246582
	Iteration 1F: 3 clusters Score -1133720 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1133946.500000 Penalty: 4504.246582
	Iteration 2F: 3 clusters Score -1133946 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1134123.250000 Penalty: 4504.246582
	Iteration 3Q: 3 clusters Score -1134123 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1134258.250000 Penalty: 4504.246582
	Iteration 4Q: 3 clusters Score -1134258 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1134383.250000 Penalty: 4504.246582
	Iteration 5Q: 3 clusters Score -1134383 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1134476.500000 Penalty: 4504.246582
	Iteration 6Q: 3 clusters Score -1134476 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1134550.125000 Penalty: 4504.246582
	Iteration 7Q: 3 clusters Score -1134550 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1134609.875000 Penalty: 4504.246582
	Iteration 8Q: 3 clusters Score -1134610 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1134660.750000 Penalty: 4504.246582
	Iteration 9Q: 3 clusters Score -1134661 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1134706.125000 Penalty: 4504.246582
	Iteration 10Q: 3 clusters Score -1134706 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1134737.625000 Penalty: 4504.246582
	Iteration 11Q: 3 clusters Score -1134738 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1134769.500000 Penalty: 4504.246582
	Iteration 12Q: 3 clusters Score -1134770 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1134799.750000 Penalty: 4504.246582
	Iteration 13Q: 3 clusters Score -1134800 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1134824.250000 Penalty: 4504.246582
	Iteration 14Q: 3 clusters Score -1134824 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1134853.250000 Penalty: 4504.246582
	Iteration 15Q: 3 clusters Score -1134853 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1134885.375000 Penalty: 4504.246582
	Iteration 16Q: 3 clusters Score -1134885 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1134921.125000 Penalty: 4504.246582
	Iteration 17Q: 3 clusters Score -1134921 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1134967.000000 Penalty: 4504.246582
	Iteration 18Q: 3 clusters Score -1134967 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1135025.500000 Penalty: 4504.246582
	Iteration 19Q: 3 clusters Score -1135026 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1135093.875000 Penalty: 4504.246582
	Iteration 20F: 3 clusters Score -1135094 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1135188.125000 Penalty: 4504.246582
	Iteration 21Q: 3 clusters Score -1135188 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1135307.250000 Penalty: 4504.246582
	Iteration 22Q: 3 clusters Score -1135307 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1135463.375000 Penalty: 4504.246582
	Iteration 23Q: 3 clusters Score -1135463 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1135654.875000 Penalty: 4504.246582
	Iteration 24Q: 3 clusters Score -1135655 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1135877.375000 Penalty: 4504.246582
	Iteration 25Q: 3 clusters Score -1135877 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1136109.250000 Penalty: 4504.246582
	Iteration 26Q: 3 clusters Score -1136109 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1136312.625000 Penalty: 4504.246582
	Iteration 27Q: 3 clusters Score -1136313 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1136472.125000 Penalty: 4504.246582
	Iteration 28Q: 3 clusters Score -1136472 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1136573.000000 Penalty: 4504.246582
	Iteration 29Q: 3 clusters Score -1136573 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1136648.375000 Penalty: 4504.246582
	Iteration 30Q: 3 clusters Score -1136648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1136707.750000 Penalty: 4504.246582
	Iteration 31Q: 3 clusters Score -1136708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1136753.250000 Penalty: 4504.246582
	Iteration 32Q: 3 clusters Score -1136753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1136785.250000 Penalty: 4504.246582
	Iteration 33Q: 3 clusters Score -1136785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1136810.875000 Penalty: 4504.246582
	Iteration 34Q: 3 clusters Score -1136811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1136836.625000 Penalty: 4504.246582
	Iteration 35Q: 3 clusters Score -1136837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1136855.500000 Penalty: 4504.246582
	Iteration 36Q: 3 clusters Score -1136856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1136867.375000 Penalty: 4504.246582
	Iteration 37Q: 3 clusters Score -1136867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1136874.750000 Penalty: 4504.246582
	Iteration 38Q: 3 clusters Score -1136875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1136877.125000 Penalty: 4504.246582
	Iteration 39Q: 3 clusters Score -1136877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1136882.625000 Penalty: 4504.246582
	Iteration 40F: 3 clusters Score -1136883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1136889.000000 Penalty: 4504.246582
	Iteration 41Q: 3 clusters Score -1136889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1136890.875000 Penalty: 4504.246582
	Iteration 42Q: 3 clusters Score -1136891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1136890.625000 Penalty: 4504.246582
	Iteration 43Q: 3 clusters Score -1136891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1136890.625000 Penalty: 4504.246582
	Iteration 44F: 3 clusters Score -1136891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (77853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77853 members 
Entering Unmasked Estep 
Score: -10091060.000000 Penalty: 2793.119385
	Iteration 0F: 2 clusters Score -1.009106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -10038798.000000 Penalty: 5586.238770
	Iteration 0F: 3 clusters Score -1.00388e+07 nChanged 36670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -10059435.000000 Penalty: 5586.238770
	Iteration 1F: 3 clusters Score -1.005944e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -10060145.000000 Penalty: 5586.238770
	Iteration 2Q: 3 clusters Score -1.006014e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -10060995.000000 Penalty: 5586.238770
	Iteration 3Q: 3 clusters Score -1.0061e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -10062290.000000 Penalty: 5586.238770
	Iteration 4Q: 3 clusters Score -1.006229e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -10064404.000000 Penalty: 5586.238770
	Iteration 5F: 3 clusters Score -1.00644e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -10068000.000000 Penalty: 5586.238770
	Iteration 6F: 3 clusters Score -1.0068e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -10073500.000000 Penalty: 5586.238770
	Iteration 7F: 3 clusters Score -1.00735e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69126 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -10079897.000000 Penalty: 5586.238770
	Iteration 8F: 3 clusters Score -1.00799e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73946 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -10084759.000000 Penalty: 5586.238770
	Iteration 9F: 3 clusters Score -1.008476e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76403 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -10087164.000000 Penalty: 5586.238770
	Iteration 10Q: 3 clusters Score -1.008716e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77253 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -10087997.000000 Penalty: 5586.238770
	Iteration 11Q: 3 clusters Score -1.0088e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77499 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10088323.000000 Penalty: 5586.238770
	Iteration 12Q: 3 clusters Score -1.008832e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77560 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10088449.000000 Penalty: 5586.238770
	Iteration 13Q: 3 clusters Score -1.008845e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77590 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10088510.000000 Penalty: 5586.238770
	Iteration 14Q: 3 clusters Score -1.008851e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10088530.000000 Penalty: 5586.238770
	Iteration 15Q: 3 clusters Score -1.008853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77611 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10088551.000000 Penalty: 5586.238770
	Iteration 16Q: 3 clusters Score -1.008855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10088561.000000 Penalty: 5586.238770
	Iteration 17Q: 3 clusters Score -1.008856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10088567.000000 Penalty: 5586.238770
	Iteration 18Q: 3 clusters Score -1.008857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77621 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -10088578.000000 Penalty: 5586.238770
	Iteration 19Q: 3 clusters Score -1.008858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77623 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10088578.000000 Penalty: 5586.238770
	Iteration 20F: 3 clusters Score -1.008858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Entering Unmasked Estep 
Score: -2650075.750000 Penalty: 2464.380859
	Iteration 0F: 2 clusters Score -2650076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2635587.750000 Penalty: 4928.761719
	Iteration 0F: 3 clusters Score -2635588 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2640487.250000 Penalty: 4928.761719
	Iteration 1F: 3 clusters Score -2640487 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2640957.500000 Penalty: 4928.761719
	Iteration 2F: 3 clusters Score -2640958 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2641334.750000 Penalty: 4928.761719
	Iteration 3Q: 3 clusters Score -2641335 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2641722.000000 Penalty: 4928.761719
	Iteration 4Q: 3 clusters Score -2641722 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2642141.500000 Penalty: 4928.761719
	Iteration 5Q: 3 clusters Score -2642142 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2642670.000000 Penalty: 4928.761719
	Iteration 6Q: 3 clusters Score -2642670 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2643341.500000 Penalty: 4928.761719
	Iteration 7F: 3 clusters Score -2643342 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2644197.250000 Penalty: 4928.761719
	Iteration 8F: 3 clusters Score -2644197 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2645171.250000 Penalty: 4928.761719
	Iteration 9F: 3 clusters Score -2645171 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2646106.250000 Penalty: 4928.761719
	Iteration 10F: 3 clusters Score -2646106 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2646811.250000 Penalty: 4928.761719
	Iteration 11Q: 3 clusters Score -2646811 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2647264.000000 Penalty: 4928.761719
	Iteration 12Q: 3 clusters Score -2647264 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2647572.250000 Penalty: 4928.761719
	Iteration 13Q: 3 clusters Score -2647572 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2647729.500000 Penalty: 4928.761719
	Iteration 14Q: 3 clusters Score -2647730 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2647844.500000 Penalty: 4928.761719
	Iteration 15Q: 3 clusters Score -2647844 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2647906.000000 Penalty: 4928.761719
	Iteration 16Q: 3 clusters Score -2647906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2647934.250000 Penalty: 4928.761719
	Iteration 17Q: 3 clusters Score -2647934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2647969.500000 Penalty: 4928.761719
	Iteration 18Q: 3 clusters Score -2647970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2647994.000000 Penalty: 4928.761719
	Iteration 19Q: 3 clusters Score -2647994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2647995.250000 Penalty: 4928.761719
	Iteration 20F: 3 clusters Score -2647995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2648004.250000 Penalty: 4928.761719
	Iteration 21Q: 3 clusters Score -2648004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2648009.750000 Penalty: 4928.761719
	Iteration 22Q: 3 clusters Score -2648010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2648010.000000 Penalty: 4928.761719
	Iteration 23Q: 3 clusters Score -2648010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2648015.250000 Penalty: 4928.761719
	Iteration 24Q: 3 clusters Score -2648015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2648012.250000 Penalty: 4928.761719
	Iteration 25Q: 3 clusters Score -2648012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2648017.000000 Penalty: 4928.761719
	Iteration 26Q: 3 clusters Score -2648017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2648018.750000 Penalty: 4928.761719
	Iteration 27Q: 3 clusters Score -2648019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2648024.000000 Penalty: 4928.761719
	Iteration 28Q: 3 clusters Score -2648024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2648023.500000 Penalty: 4928.761719
	Iteration 29Q: 3 clusters Score -2648024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2648025.250000 Penalty: 4928.761719
	Iteration 30Q: 3 clusters Score -2648025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2648024.500000 Penalty: 4928.761719
	Iteration 31Q: 3 clusters Score -2648024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2648024.500000 Penalty: 4928.761719
	Iteration 32F: 3 clusters Score -2648024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Entering Unmasked Estep 
Score: -1379925.000000 Penalty: 2318.199219
	Iteration 0F: 2 clusters Score -1379925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1371430.375000 Penalty: 4636.398438
	Iteration 0F: 3 clusters Score -1371430 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1374397.625000 Penalty: 4636.398438
	Iteration 1F: 3 clusters Score -1374398 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1375368.000000 Penalty: 4636.398438
	Iteration 2F: 3 clusters Score -1375368 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1376499.500000 Penalty: 4636.398438
	Iteration 3F: 3 clusters Score -1376500 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1377517.375000 Penalty: 4636.398438
	Iteration 4F: 3 clusters Score -1377517 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1378189.250000 Penalty: 4636.398438
	Iteration 5F: 3 clusters Score -1378189 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1378551.625000 Penalty: 4636.398438
	Iteration 6F: 3 clusters Score -1378552 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1378714.125000 Penalty: 4636.398438
	Iteration 7Q: 3 clusters Score -1378714 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1378797.125000 Penalty: 4636.398438
	Iteration 8Q: 3 clusters Score -1378797 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1378835.125000 Penalty: 4636.398438
	Iteration 9Q: 3 clusters Score -1378835 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1378866.500000 Penalty: 4636.398438
	Iteration 10Q: 3 clusters Score -1378866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1378881.250000 Penalty: 4636.398438
	Iteration 11Q: 3 clusters Score -1378881 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1378887.625000 Penalty: 4636.398438
	Iteration 12Q: 3 clusters Score -1378888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1378893.250000 Penalty: 4636.398438
	Iteration 13Q: 3 clusters Score -1378893 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1378902.375000 Penalty: 4636.398438
	Iteration 14Q: 3 clusters Score -1378902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1378909.750000 Penalty: 4636.398438
	Iteration 15Q: 3 clusters Score -1378910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1378919.250000 Penalty: 4636.398438
	Iteration 16Q: 3 clusters Score -1378919 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1378924.875000 Penalty: 4636.398438
	Iteration 17Q: 3 clusters Score -1378925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1378927.125000 Penalty: 4636.398438
	Iteration 18Q: 3 clusters Score -1378927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1378927.250000 Penalty: 4636.398438
	Iteration 19Q: 3 clusters Score -1378927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1378931.500000 Penalty: 4636.398438
	Iteration 20F: 3 clusters Score -1378932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1378934.000000 Penalty: 4636.398438
	Iteration 21Q: 3 clusters Score -1378934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1378937.375000 Penalty: 4636.398438
	Iteration 22Q: 3 clusters Score -1378937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1378936.625000 Penalty: 4636.398438
	Iteration 23Q: 3 clusters Score -1378937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1378935.375000 Penalty: 4636.398438
	Iteration 24Q: 3 clusters Score -1378935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1378936.000000 Penalty: 4636.398438
	Iteration 25Q: 3 clusters Score -1378936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1378934.125000 Penalty: 4636.398438
	Iteration 26Q: 3 clusters Score -1378934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1378935.625000 Penalty: 4636.398438
	Iteration 27Q: 3 clusters Score -1378936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1378936.250000 Penalty: 4636.398438
	Iteration 28Q: 3 clusters Score -1378936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1378936.250000 Penalty: 4636.398438
	Iteration 29F: 3 clusters Score -1378936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Entering Unmasked Estep 
Score: -1011725.312500 Penalty: 2232.150391
	Iteration 0F: 2 clusters Score -1011725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1005244.562500 Penalty: 4464.300781
	Iteration 0F: 3 clusters Score -1005245 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1006939.812500 Penalty: 4464.300781
	Iteration 1F: 3 clusters Score -1006940 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1007209.750000 Penalty: 4464.300781
	Iteration 2F: 3 clusters Score -1007210 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1007459.687500 Penalty: 4464.300781
	Iteration 3F: 3 clusters Score -1007460 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1007769.312500 Penalty: 4464.300781
	Iteration 4F: 3 clusters Score -1007769 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1008185.375000 Penalty: 4464.300781
	Iteration 5F: 3 clusters Score -1008185 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1008656.875000 Penalty: 4464.300781
	Iteration 6F: 3 clusters Score -1008657 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1009029.312500 Penalty: 4464.300781
	Iteration 7F: 3 clusters Score -1009029 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1009273.812500 Penalty: 4464.300781
	Iteration 8Q: 3 clusters Score -1009274 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1009436.937500 Penalty: 4464.300781
	Iteration 9Q: 3 clusters Score -1009437 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1009554.437500 Penalty: 4464.300781
	Iteration 10Q: 3 clusters Score -1009554 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1009643.125000 Penalty: 4464.300781
	Iteration 11Q: 3 clusters Score -1009643 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1009702.625000 Penalty: 4464.300781
	Iteration 12Q: 3 clusters Score -1009703 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1009734.812500 Penalty: 4464.300781
	Iteration 13Q: 3 clusters Score -1009735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1009775.437500 Penalty: 4464.300781
	Iteration 14Q: 3 clusters Score -1009775 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1009801.375000 Penalty: 4464.300781
	Iteration 15Q: 3 clusters Score -1009801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1009820.437500 Penalty: 4464.300781
	Iteration 16Q: 3 clusters Score -1009820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1009837.687500 Penalty: 4464.300781
	Iteration 17Q: 3 clusters Score -1009838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1009848.000000 Penalty: 4464.300781
	Iteration 18Q: 3 clusters Score -1009848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1009854.812500 Penalty: 4464.300781
	Iteration 19Q: 3 clusters Score -1009855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1009859.937500 Penalty: 4464.300781
	Iteration 20F: 3 clusters Score -1009860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1009868.187500 Penalty: 4464.300781
	Iteration 21Q: 3 clusters Score -1009868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1009874.000000 Penalty: 4464.300781
	Iteration 22Q: 3 clusters Score -1009874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1009879.312500 Penalty: 4464.300781
	Iteration 23Q: 3 clusters Score -1009879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1009882.312500 Penalty: 4464.300781
	Iteration 24Q: 3 clusters Score -1009882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1009881.937500 Penalty: 4464.300781
	Iteration 25Q: 3 clusters Score -1009882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1009886.812500 Penalty: 4464.300781
	Iteration 26Q: 3 clusters Score -1009887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1009889.187500 Penalty: 4464.300781
	Iteration 27Q: 3 clusters Score -1009889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1009889.562500 Penalty: 4464.300781
	Iteration 28Q: 3 clusters Score -1009890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1009891.375000 Penalty: 4464.300781
	Iteration 29Q: 3 clusters Score -1009891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1009893.125000 Penalty: 4464.300781
	Iteration 30Q: 3 clusters Score -1009893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1009894.500000 Penalty: 4464.300781
	Iteration 31Q: 3 clusters Score -1009894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1009895.875000 Penalty: 4464.300781
	Iteration 32Q: 3 clusters Score -1009896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1009902.750000 Penalty: 4464.300781
	Iteration 33Q: 3 clusters Score -1009903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1009904.250000 Penalty: 4464.300781
	Iteration 34Q: 3 clusters Score -1009904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1009909.125000 Penalty: 4464.300781
	Iteration 35Q: 3 clusters Score -1009909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1009911.125000 Penalty: 4464.300781
	Iteration 36Q: 3 clusters Score -1009911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1009911.125000 Penalty: 4464.300781
	Iteration 37Q: 3 clusters Score -1009911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1009912.687500 Penalty: 4464.300781
	Iteration 38Q: 3 clusters Score -1009913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1009912.187500 Penalty: 4464.300781
	Iteration 39Q: 3 clusters Score -1009912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1009912.187500 Penalty: 4464.300781
	Iteration 40F: 3 clusters Score -1009912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -26559.046875 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -26559.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25493.394531 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -25493.39 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25609.986328 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -25609.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25674.412109 Penalty: 2773.129639
	Iteration 2F: 3 clusters Score -25674.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -25708.408203 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -25708.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25723.550781 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -25723.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25728.105469 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -25728.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25733.968750 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -25733.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25749.119141 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -25749.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25753.908203 Penalty: 2773.129639
	Iteration 8Q: 3 clusters Score -25753.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25753.908203 Penalty: 2773.129639
	Iteration 9F: 3 clusters Score -25753.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (10281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Entering Unmasked Estep 
Score: -1343178.500000 Penalty: 2291.037109
	Iteration 0F: 2 clusters Score -1343178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1335358.500000 Penalty: 4582.074219
	Iteration 0F: 3 clusters Score -1335358 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1337631.500000 Penalty: 4582.074219
	Iteration 1F: 3 clusters Score -1337632 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1337952.000000 Penalty: 4582.074219
	Iteration 2F: 3 clusters Score -1337952 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1338209.875000 Penalty: 4582.074219
	Iteration 3F: 3 clusters Score -1338210 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1338410.875000 Penalty: 4582.074219
	Iteration 4Q: 3 clusters Score -1338411 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1338612.750000 Penalty: 4582.074219
	Iteration 5Q: 3 clusters Score -1338613 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1338846.875000 Penalty: 4582.074219
	Iteration 6Q: 3 clusters Score -1338847 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1339144.375000 Penalty: 4582.074219
	Iteration 7Q: 3 clusters Score -1339144 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1339495.875000 Penalty: 4582.074219
	Iteration 8Q: 3 clusters Score -1339496 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1339841.625000 Penalty: 4582.074219
	Iteration 9Q: 3 clusters Score -1339842 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1340185.125000 Penalty: 4582.074219
	Iteration 10F: 3 clusters Score -1340185 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1340477.625000 Penalty: 4582.074219
	Iteration 11Q: 3 clusters Score -1340478 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1340707.125000 Penalty: 4582.074219
	Iteration 12Q: 3 clusters Score -1340707 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1340874.000000 Penalty: 4582.074219
	Iteration 13Q: 3 clusters Score -1340874 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1340994.875000 Penalty: 4582.074219
	Iteration 14Q: 3 clusters Score -1340995 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1341073.250000 Penalty: 4582.074219
	Iteration 15Q: 3 clusters Score -1341073 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1341145.250000 Penalty: 4582.074219
	Iteration 16Q: 3 clusters Score -1341145 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1341213.750000 Penalty: 4582.074219
	Iteration 17Q: 3 clusters Score -1341214 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1341264.125000 Penalty: 4582.074219
	Iteration 18Q: 3 clusters Score -1341264 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1341297.250000 Penalty: 4582.074219
	Iteration 19Q: 3 clusters Score -1341297 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1341327.125000 Penalty: 4582.074219
	Iteration 20F: 3 clusters Score -1341327 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1341369.375000 Penalty: 4582.074219
	Iteration 21Q: 3 clusters Score -1341369 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1341404.500000 Penalty: 4582.074219
	Iteration 22Q: 3 clusters Score -1341404 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1341436.125000 Penalty: 4582.074219
	Iteration 23Q: 3 clusters Score -1341436 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1341462.500000 Penalty: 4582.074219
	Iteration 24Q: 3 clusters Score -1341462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1341488.125000 Penalty: 4582.074219
	Iteration 25Q: 3 clusters Score -1341488 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1341513.000000 Penalty: 4582.074219
	Iteration 26Q: 3 clusters Score -1341513 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1341538.500000 Penalty: 4582.074219
	Iteration 27Q: 3 clusters Score -1341538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1341559.500000 Penalty: 4582.074219
	Iteration 28Q: 3 clusters Score -1341560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1341582.625000 Penalty: 4582.074219
	Iteration 29Q: 3 clusters Score -1341583 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1341597.875000 Penalty: 4582.074219
	Iteration 30Q: 3 clusters Score -1341598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1341617.750000 Penalty: 4582.074219
	Iteration 31Q: 3 clusters Score -1341618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1341632.000000 Penalty: 4582.074219
	Iteration 32Q: 3 clusters Score -1341632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1341640.625000 Penalty: 4582.074219
	Iteration 33Q: 3 clusters Score -1341641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1341643.000000 Penalty: 4582.074219
	Iteration 34Q: 3 clusters Score -1341643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1341654.625000 Penalty: 4582.074219
	Iteration 35Q: 3 clusters Score -1341655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1341659.250000 Penalty: 4582.074219
	Iteration 36Q: 3 clusters Score -1341659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1341668.750000 Penalty: 4582.074219
	Iteration 37Q: 3 clusters Score -1341669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1341678.250000 Penalty: 4582.074219
	Iteration 38Q: 3 clusters Score -1341678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1341680.000000 Penalty: 4582.074219
	Iteration 39Q: 3 clusters Score -1341680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1341689.625000 Penalty: 4582.074219
	Iteration 40F: 3 clusters Score -1341690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1341694.000000 Penalty: 4582.074219
	Iteration 41Q: 3 clusters Score -1341694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1341700.125000 Penalty: 4582.074219
	Iteration 42Q: 3 clusters Score -1341700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1341705.625000 Penalty: 4582.074219
	Iteration 43Q: 3 clusters Score -1341706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1341713.250000 Penalty: 4582.074219
	Iteration 44Q: 3 clusters Score -1341713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1341714.375000 Penalty: 4582.074219
	Iteration 45Q: 3 clusters Score -1341714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1341716.125000 Penalty: 4582.074219
	Iteration 46Q: 3 clusters Score -1341716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1341717.500000 Penalty: 4582.074219
	Iteration 47Q: 3 clusters Score -1341718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1341721.375000 Penalty: 4582.074219
	Iteration 48Q: 3 clusters Score -1341721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1341721.750000 Penalty: 4582.074219
	Iteration 49Q: 3 clusters Score -1341722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1341724.375000 Penalty: 4582.074219
	Iteration 50Q: 3 clusters Score -1341724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1341725.375000 Penalty: 4582.074219
	Iteration 51Q: 3 clusters Score -1341725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1341727.375000 Penalty: 4582.074219
	Iteration 52Q: 3 clusters Score -1341727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1341728.875000 Penalty: 4582.074219
	Iteration 53Q: 3 clusters Score -1341729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1341724.875000 Penalty: 4582.074219
	Iteration 54Q: 3 clusters Score -1341725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1341730.125000 Penalty: 4582.074219
	Iteration 55Q: 3 clusters Score -1341730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1341732.000000 Penalty: 4582.074219
	Iteration 56Q: 3 clusters Score -1341732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1341730.875000 Penalty: 4582.074219
	Iteration 57Q: 3 clusters Score -1341731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1341730.875000 Penalty: 4582.074219
	Iteration 58F: 3 clusters Score -1341731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Entering Unmasked Estep 
Score: -1116998.500000 Penalty: 2280.290283
	Iteration 0F: 2 clusters Score -1116998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1109421.375000 Penalty: 4560.580566
	Iteration 0F: 3 clusters Score -1109421 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1111985.750000 Penalty: 4560.580566
	Iteration 1F: 3 clusters Score -1111986 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1112523.125000 Penalty: 4560.580566
	Iteration 2F: 3 clusters Score -1112523 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1112997.250000 Penalty: 4560.580566
	Iteration 3F: 3 clusters Score -1112997 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1113411.125000 Penalty: 4560.580566
	Iteration 4F: 3 clusters Score -1113411 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1113838.375000 Penalty: 4560.580566
	Iteration 5F: 3 clusters Score -1113838 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1114228.250000 Penalty: 4560.580566
	Iteration 6Q: 3 clusters Score -1114228 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1114601.000000 Penalty: 4560.580566
	Iteration 7F: 3 clusters Score -1114601 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1114929.875000 Penalty: 4560.580566
	Iteration 8Q: 3 clusters Score -1114930 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1115225.500000 Penalty: 4560.580566
	Iteration 9Q: 3 clusters Score -1115226 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1115542.375000 Penalty: 4560.580566
	Iteration 10Q: 3 clusters Score -1115542 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1115774.875000 Penalty: 4560.580566
	Iteration 11Q: 3 clusters Score -1115775 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1115975.250000 Penalty: 4560.580566
	Iteration 12Q: 3 clusters Score -1115975 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1116164.875000 Penalty: 4560.580566
	Iteration 13Q: 3 clusters Score -1116165 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1116328.750000 Penalty: 4560.580566
	Iteration 14Q: 3 clusters Score -1116329 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1116491.500000 Penalty: 4560.580566
	Iteration 15Q: 3 clusters Score -1116492 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1116644.250000 Penalty: 4560.580566
	Iteration 16Q: 3 clusters Score -1116644 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1116834.000000 Penalty: 4560.580566
	Iteration 17Q: 3 clusters Score -1116834 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1117000.000000 Penalty: 4560.580566
	Iteration 18Q: 3 clusters Score -1117000 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1117117.875000 Penalty: 4560.580566
	Iteration 19Q: 3 clusters Score -1117118 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1117207.500000 Penalty: 4560.580566
	Iteration 20F: 3 clusters Score -1117208 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1117261.750000 Penalty: 4560.580566
	Iteration 21Q: 3 clusters Score -1117262 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1117300.000000 Penalty: 4560.580566
	Iteration 22Q: 3 clusters Score -1117300 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1117344.000000 Penalty: 4560.580566
	Iteration 23Q: 3 clusters Score -1117344 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1117385.750000 Penalty: 4560.580566
	Iteration 24Q: 3 clusters Score -1117386 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1117427.250000 Penalty: 4560.580566
	Iteration 25Q: 3 clusters Score -1117427 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1117461.375000 Penalty: 4560.580566
	Iteration 26Q: 3 clusters Score -1117461 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1117484.375000 Penalty: 4560.580566
	Iteration 27Q: 3 clusters Score -1117484 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1117513.250000 Penalty: 4560.580566
	Iteration 28Q: 3 clusters Score -1117513 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1117534.625000 Penalty: 4560.580566
	Iteration 29Q: 3 clusters Score -1117535 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1117558.250000 Penalty: 4560.580566
	Iteration 30Q: 3 clusters Score -1117558 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1117585.875000 Penalty: 4560.580566
	Iteration 31Q: 3 clusters Score -1117586 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1117622.625000 Penalty: 4560.580566
	Iteration 32Q: 3 clusters Score -1117623 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1117662.125000 Penalty: 4560.580566
	Iteration 33Q: 3 clusters Score -1117662 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1117702.500000 Penalty: 4560.580566
	Iteration 34Q: 3 clusters Score -1117702 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1117732.875000 Penalty: 4560.580566
	Iteration 35Q: 3 clusters Score -1117733 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1117758.125000 Penalty: 4560.580566
	Iteration 36Q: 3 clusters Score -1117758 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1117778.000000 Penalty: 4560.580566
	Iteration 37Q: 3 clusters Score -1117778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1117792.250000 Penalty: 4560.580566
	Iteration 38Q: 3 clusters Score -1117792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1117800.875000 Penalty: 4560.580566
	Iteration 39Q: 3 clusters Score -1117801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1117806.750000 Penalty: 4560.580566
	Iteration 40F: 3 clusters Score -1117807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1117811.250000 Penalty: 4560.580566
	Iteration 41Q: 3 clusters Score -1117811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1117815.250000 Penalty: 4560.580566
	Iteration 42Q: 3 clusters Score -1117815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1117816.125000 Penalty: 4560.580566
	Iteration 43Q: 3 clusters Score -1117816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1117818.000000 Penalty: 4560.580566
	Iteration 44Q: 3 clusters Score -1117818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1117822.625000 Penalty: 4560.580566
	Iteration 45Q: 3 clusters Score -1117823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1117824.875000 Penalty: 4560.580566
	Iteration 46Q: 3 clusters Score -1117825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1117827.125000 Penalty: 4560.580566
	Iteration 47Q: 3 clusters Score -1117827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1117829.500000 Penalty: 4560.580566
	Iteration 48Q: 3 clusters Score -1117830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1117834.625000 Penalty: 4560.580566
	Iteration 49Q: 3 clusters Score -1117835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1117832.625000 Penalty: 4560.580566
	Iteration 50Q: 3 clusters Score -1117833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1117836.375000 Penalty: 4560.580566
	Iteration 51Q: 3 clusters Score -1117836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1117839.625000 Penalty: 4560.580566
	Iteration 52Q: 3 clusters Score -1117840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1117842.875000 Penalty: 4560.580566
	Iteration 53Q: 3 clusters Score -1117843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1117845.750000 Penalty: 4560.580566
	Iteration 54Q: 3 clusters Score -1117846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1117846.375000 Penalty: 4560.580566
	Iteration 55Q: 3 clusters Score -1117846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1117846.750000 Penalty: 4560.580566
	Iteration 56Q: 3 clusters Score -1117847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1117842.875000 Penalty: 4560.580566
	Iteration 57Q: 3 clusters Score -1117843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1117846.500000 Penalty: 4560.580566
	Iteration 58Q: 3 clusters Score -1117846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1117846.500000 Penalty: 4560.580566
	Iteration 59Q: 3 clusters Score -1117846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1117849.125000 Penalty: 4560.580566
	Iteration 60F: 3 clusters Score -1117849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1117850.500000 Penalty: 4560.580566
	Iteration 61Q: 3 clusters Score -1117850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1117852.250000 Penalty: 4560.580566
	Iteration 62Q: 3 clusters Score -1117852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1117855.000000 Penalty: 4560.580566
	Iteration 63Q: 3 clusters Score -1117855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1117857.375000 Penalty: 4560.580566
	Iteration 64Q: 3 clusters Score -1117857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1117857.500000 Penalty: 4560.580566
	Iteration 65Q: 3 clusters Score -1117858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1117858.125000 Penalty: 4560.580566
	Iteration 66Q: 3 clusters Score -1117858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1117858.875000 Penalty: 4560.580566
	Iteration 67Q: 3 clusters Score -1117859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1117859.625000 Penalty: 4560.580566
	Iteration 68Q: 3 clusters Score -1117860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1117860.000000 Penalty: 4560.580566
	Iteration 69Q: 3 clusters Score -1117860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1117859.625000 Penalty: 4560.580566
	Iteration 70Q: 3 clusters Score -1117860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1117860.375000 Penalty: 4560.580566
	Iteration 71Q: 3 clusters Score -1117860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1117864.750000 Penalty: 4560.580566
	Iteration 72Q: 3 clusters Score -1117865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1117864.375000 Penalty: 4560.580566
	Iteration 73Q: 3 clusters Score -1117864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1117864.500000 Penalty: 4560.580566
	Iteration 74Q: 3 clusters Score -1117864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1117866.625000 Penalty: 4560.580566
	Iteration 75Q: 3 clusters Score -1117867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1117866.250000 Penalty: 4560.580566
	Iteration 76Q: 3 clusters Score -1117866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1117866.250000 Penalty: 4560.580566
	Iteration 77F: 3 clusters Score -1117866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6195 members 
Mstep: Class 4 contains 16593 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7388 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17603 members 
Mstep: Class 10 contains 171942 members 
Mstep: Class 11 contains 11793 members 
Mstep: Class 12 contains 175969 members 
Mstep: Class 13 contains 65577 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 131357 members 
Mstep: Class 18 contains 98329 members 
Mstep: Class 19 contains 15396 members 
Mstep: Class 20 contains 89495 members 
Mstep: Class 21 contains 73077 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5051 members 
Mstep: Class 25 contains 12802 members 
Mstep: Class 26 contains 24839 members 
Mstep: Class 27 contains 47881 members 
Mstep: Class 28 contains 18528 members 
Mstep: Class 29 contains 6343 members 
Mstep: Class 30 contains 5089 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 77853 members 
Mstep: Class 33 contains 20682 members 
Mstep: Class 34 contains 11471 members 
Mstep: Class 35 contains 8108 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10281 members 
Mstep: Class 38 contains 3801 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13156 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Mstep: Class 43 contains 6044 members 
Entering Unmasked Estep 
Score: -150947552.000000 Penalty: 149390.437500
Splitting cluster 38 changes total score from -150948192.000000 to -150947552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -31333.414062 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -31333.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30038.601562 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -30038.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30304.314453 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -30304.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30490.261719 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -30490.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30605.613281 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -30605.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30634.599609 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -30634.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30665.289062 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -30665.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30780.986328 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -30780.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30949.691406 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -30949.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31048.962891 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -31048.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31162.166016 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -31162.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31289.833984 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -31289.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31378.312500 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -31378.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31400.679688 Penalty: 2905.534668
	Iteration 12Q: 3 clusters Score -31400.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31400.679688 Penalty: 2905.534668
	Iteration 13F: 3 clusters Score -31400.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6195 members 
Mstep: Class 4 contains 16593 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7388 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17603 members 
Mstep: Class 10 contains 171942 members 
Mstep: Class 11 contains 11793 members 
Mstep: Class 12 contains 175969 members 
Mstep: Class 13 contains 65577 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 131357 members 
Mstep: Class 18 contains 98329 members 
Mstep: Class 19 contains 15396 members 
Mstep: Class 20 contains 89495 members 
Mstep: Class 21 contains 73077 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5051 members 
Mstep: Class 25 contains 12802 members 
Mstep: Class 26 contains 24839 members 
Mstep: Class 27 contains 47881 members 
Mstep: Class 28 contains 18528 members 
Mstep: Class 29 contains 6343 members 
Mstep: Class 30 contains 5089 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 77853 members 
Mstep: Class 33 contains 20682 members 
Mstep: Class 34 contains 11471 members 
Mstep: Class 35 contains 8108 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10281 members 
Mstep: Class 38 contains 9845 members 
Mstep: Class 39 contains 193 members 
Mstep: Class 40 contains 13156 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Mstep: Class 43 contains 157 members 
Entering Unmasked Estep 
Score: -150946288.000000 Penalty: 149390.437500
Splitting cluster 39 changes total score from -150948192.000000 to -150946288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (13156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Entering Unmasked Estep 
Score: -1662860.250000 Penalty: 2352.189209
	Iteration 0F: 2 clusters Score -1662860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1653155.375000 Penalty: 4704.378418
	Iteration 0F: 3 clusters Score -1653155 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1656127.250000 Penalty: 4704.378418
	Iteration 1F: 3 clusters Score -1656127 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1656563.875000 Penalty: 4704.378418
	Iteration 2F: 3 clusters Score -1656564 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1656978.125000 Penalty: 4704.378418
	Iteration 3F: 3 clusters Score -1656978 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1657429.875000 Penalty: 4704.378418
	Iteration 4F: 3 clusters Score -1657430 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1657977.875000 Penalty: 4704.378418
	Iteration 5F: 3 clusters Score -1657978 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1658683.125000 Penalty: 4704.378418
	Iteration 6F: 3 clusters Score -1658683 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1659300.250000 Penalty: 4704.378418
	Iteration 7F: 3 clusters Score -1659300 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1659722.125000 Penalty: 4704.378418
	Iteration 8F: 3 clusters Score -1659722 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1659996.250000 Penalty: 4704.378418
	Iteration 9Q: 3 clusters Score -1659996 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1660167.750000 Penalty: 4704.378418
	Iteration 10Q: 3 clusters Score -1660168 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1660281.250000 Penalty: 4704.378418
	Iteration 11Q: 3 clusters Score -1660281 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1660366.125000 Penalty: 4704.378418
	Iteration 12Q: 3 clusters Score -1660366 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1660447.375000 Penalty: 4704.378418
	Iteration 13Q: 3 clusters Score -1660447 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1660530.125000 Penalty: 4704.378418
	Iteration 14Q: 3 clusters Score -1660530 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1660608.000000 Penalty: 4704.378418
	Iteration 15Q: 3 clusters Score -1660608 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1660685.000000 Penalty: 4704.378418
	Iteration 16Q: 3 clusters Score -1660685 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1660767.750000 Penalty: 4704.378418
	Iteration 17Q: 3 clusters Score -1660768 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1660865.000000 Penalty: 4704.378418
	Iteration 18Q: 3 clusters Score -1660865 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1660939.125000 Penalty: 4704.378418
	Iteration 19Q: 3 clusters Score -1660939 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1661015.125000 Penalty: 4704.378418
	Iteration 20F: 3 clusters Score -1661015 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1661077.875000 Penalty: 4704.378418
	Iteration 21Q: 3 clusters Score -1661078 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1661129.125000 Penalty: 4704.378418
	Iteration 22Q: 3 clusters Score -1661129 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1661169.750000 Penalty: 4704.378418
	Iteration 23Q: 3 clusters Score -1661170 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1661205.500000 Penalty: 4704.378418
	Iteration 24Q: 3 clusters Score -1661206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1661228.750000 Penalty: 4704.378418
	Iteration 25Q: 3 clusters Score -1661229 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1661251.000000 Penalty: 4704.378418
	Iteration 26Q: 3 clusters Score -1661251 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1661280.500000 Penalty: 4704.378418
	Iteration 27Q: 3 clusters Score -1661280 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1661283.625000 Penalty: 4704.378418
	Iteration 28Q: 3 clusters Score -1661284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1661295.250000 Penalty: 4704.378418
	Iteration 29Q: 3 clusters Score -1661295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1661301.875000 Penalty: 4704.378418
	Iteration 30Q: 3 clusters Score -1661302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1661307.000000 Penalty: 4704.378418
	Iteration 31Q: 3 clusters Score -1661307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1661311.875000 Penalty: 4704.378418
	Iteration 32Q: 3 clusters Score -1661312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1661321.625000 Penalty: 4704.378418
	Iteration 33Q: 3 clusters Score -1661322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1661325.750000 Penalty: 4704.378418
	Iteration 34Q: 3 clusters Score -1661326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1661331.750000 Penalty: 4704.378418
	Iteration 35Q: 3 clusters Score -1661332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1661330.125000 Penalty: 4704.378418
	Iteration 36Q: 3 clusters Score -1661330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1661332.750000 Penalty: 4704.378418
	Iteration 37Q: 3 clusters Score -1661333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1661327.875000 Penalty: 4704.378418
	Iteration 38Q: 3 clusters Score -1661328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1661331.250000 Penalty: 4704.378418
	Iteration 39Q: 3 clusters Score -1661331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1661328.875000 Penalty: 4704.378418
	Iteration 40F: 3 clusters Score -1661329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1661328.500000 Penalty: 4704.378418
	Iteration 41Q: 3 clusters Score -1661328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1661330.625000 Penalty: 4704.378418
	Iteration 42Q: 3 clusters Score -1661331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1661331.500000 Penalty: 4704.378418
	Iteration 43Q: 3 clusters Score -1661332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1661333.875000 Penalty: 4704.378418
	Iteration 44Q: 3 clusters Score -1661334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1661333.875000 Penalty: 4704.378418
	Iteration 45Q: 3 clusters Score -1661334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1661333.125000 Penalty: 4704.378418
	Iteration 46Q: 3 clusters Score -1661333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1661332.000000 Penalty: 4704.378418
	Iteration 47Q: 3 clusters Score -1661332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1661331.500000 Penalty: 4704.378418
	Iteration 48Q: 3 clusters Score -1661332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1661334.125000 Penalty: 4704.378418
	Iteration 49Q: 3 clusters Score -1661334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1661331.875000 Penalty: 4704.378418
	Iteration 50Q: 3 clusters Score -1661332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1661334.000000 Penalty: 4704.378418
	Iteration 51Q: 3 clusters Score -1661334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1661334.000000 Penalty: 4704.378418
	Iteration 52F: 3 clusters Score -1661334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -52070.859375 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -52070.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50534.773438 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -50534.77 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50738.351562 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -50738.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50826.253906 Penalty: 3058.047119
	Iteration 2Q: 3 clusters Score -50826.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50881.246094 Penalty: 3058.047119
	Iteration 3Q: 3 clusters Score -50881.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50913.562500 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -50913.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50934.921875 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -50934.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50952.105469 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -50952.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50977.093750 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -50977.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50992.441406 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -50992.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51012.937500 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -51012.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51037.441406 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -51037.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51055.128906 Penalty: 3058.047119
	Iteration 11Q: 3 clusters Score -51055.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51070.921875 Penalty: 3058.047119
	Iteration 12Q: 3 clusters Score -51070.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51092.984375 Penalty: 3058.047119
	Iteration 13Q: 3 clusters Score -51092.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51106.093750 Penalty: 3058.047119
	Iteration 14Q: 3 clusters Score -51106.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51131.390625 Penalty: 3058.047119
	Iteration 15Q: 3 clusters Score -51131.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51156.589844 Penalty: 3058.047119
	Iteration 16Q: 3 clusters Score -51156.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51186.003906 Penalty: 3058.047119
	Iteration 17Q: 3 clusters Score -51186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51223.019531 Penalty: 3058.047119
	Iteration 18Q: 3 clusters Score -51223.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51265.640625 Penalty: 3058.047119
	Iteration 19Q: 3 clusters Score -51265.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51334.906250 Penalty: 3058.047119
	Iteration 20F: 3 clusters Score -51334.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51430.593750 Penalty: 3058.047119
	Iteration 21Q: 3 clusters Score -51430.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51548.621094 Penalty: 3058.047119
	Iteration 22Q: 3 clusters Score -51548.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51704.910156 Penalty: 3058.047119
	Iteration 23Q: 3 clusters Score -51704.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51837.562500 Penalty: 3058.047119
	Iteration 24Q: 3 clusters Score -51837.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51947.042969 Penalty: 3058.047119
	Iteration 25Q: 3 clusters Score -51947.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51952.046875 Penalty: 3058.047119
	Iteration 26Q: 3 clusters Score -51952.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51954.121094 Penalty: 3058.047119
	Iteration 27F: 3 clusters Score -51954.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51995.949219 Penalty: 3058.047119
	Iteration 28Q: 3 clusters Score -51995.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52003.671875 Penalty: 3058.047119
	Iteration 29Q: 3 clusters Score -52003.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52003.671875 Penalty: 3058.047119
	Iteration 30F: 3 clusters Score -52003.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -71270.664062 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -71270.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69703.359375 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -69703.36 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70030.937500 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -70030.94 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -70274.218750 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -70274.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -70445.500000 Penalty: 3207.978516
	Iteration 3F: 3 clusters Score -70445.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70693.742188 Penalty: 3207.978516
	Iteration 4F: 3 clusters Score -70693.74 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70942.828125 Penalty: 3207.978516
	Iteration 5F: 3 clusters Score -70942.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -71209.453125 Penalty: 3207.978516
	Iteration 6F: 3 clusters Score -71209.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -71488.718750 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -71488.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -71594.960938 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -71594.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -71609.156250 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -71609.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -71612.796875 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -71612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -71612.796875 Penalty: 3207.978516
	Iteration 11F: 3 clusters Score -71612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6195 members 
Mstep: Class 4 contains 16593 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7388 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17603 members 
Mstep: Class 10 contains 171942 members 
Mstep: Class 11 contains 11793 members 
Mstep: Class 12 contains 175969 members 
Mstep: Class 13 contains 65577 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 131357 members 
Mstep: Class 18 contains 98329 members 
Mstep: Class 19 contains 15396 members 
Mstep: Class 20 contains 89495 members 
Mstep: Class 21 contains 73077 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5051 members 
Mstep: Class 25 contains 12802 members 
Mstep: Class 26 contains 24839 members 
Mstep: Class 27 contains 47881 members 
Mstep: Class 28 contains 18528 members 
Mstep: Class 29 contains 6343 members 
Mstep: Class 30 contains 5089 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 77853 members 
Mstep: Class 33 contains 20682 members 
Mstep: Class 34 contains 11471 members 
Mstep: Class 35 contains 8108 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10281 members 
Mstep: Class 38 contains 9845 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13156 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 308 members 
Entering Unmasked Estep 
Score: -150946592.000000 Penalty: 149390.437500
Splitting cluster 42 changes total score from -150948192.000000 to -150946592.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6195 members 
Mstep: Class 4 contains 16593 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7388 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17603 members 
Mstep: Class 10 contains 171942 members 
Mstep: Class 11 contains 11793 members 
Mstep: Class 12 contains 175969 members 
Mstep: Class 13 contains 65577 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 131357 members 
Mstep: Class 18 contains 98329 members 
Mstep: Class 19 contains 15396 members 
Mstep: Class 20 contains 89495 members 
Mstep: Class 21 contains 73077 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5051 members 
Mstep: Class 25 contains 12802 members 
Mstep: Class 26 contains 24839 members 
Mstep: Class 27 contains 47881 members 
Mstep: Class 28 contains 18528 members 
Mstep: Class 29 contains 6343 members 
Mstep: Class 30 contains 5089 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 77853 members 
Mstep: Class 33 contains 20682 members 
Mstep: Class 34 contains 11471 members 
Mstep: Class 35 contains 8108 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10281 members 
Mstep: Class 38 contains 9845 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13156 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150948224.000000 Penalty: 145916.250000
Iteration 159Q: 43 clusters Score -1.509482e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6200 members 
Mstep: Class 4 contains 16603 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7387 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17595 members 
Mstep: Class 10 contains 171941 members 
Mstep: Class 11 contains 11794 members 
Mstep: Class 12 contains 175971 members 
Mstep: Class 13 contains 65562 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7267 members 
Mstep: Class 17 contains 131357 members 
Mstep: Class 18 contains 98331 members 
Mstep: Class 19 contains 15388 members 
Mstep: Class 20 contains 89481 members 
Mstep: Class 21 contains 73075 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5053 members 
Mstep: Class 25 contains 12801 members 
Mstep: Class 26 contains 24836 members 
Mstep: Class 27 contains 47887 members 
Mstep: Class 28 contains 18516 members 
Mstep: Class 29 contains 6337 members 
Mstep: Class 30 contains 5084 members 
Mstep: Class 31 contains 8789 members 
Mstep: Class 32 contains 77871 members 
Mstep: Class 33 contains 20685 members 
Mstep: Class 34 contains 11476 members 
Mstep: Class 35 contains 8109 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10282 members 
Mstep: Class 38 contains 9844 members 
Mstep: Class 39 contains 350 members 
Mstep: Class 40 contains 13154 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949264.000000 Penalty: 145916.250000
Iteration 160F: 43 clusters Score -1.509493e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6206 members 
Mstep: Class 4 contains 16607 members 
Mstep: Class 5 contains 2180 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7384 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17585 members 
Mstep: Class 10 contains 171934 members 
Mstep: Class 11 contains 11791 members 
Mstep: Class 12 contains 175974 members 
Mstep: Class 13 contains 65556 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7285 members 
Mstep: Class 17 contains 131353 members 
Mstep: Class 18 contains 98334 members 
Mstep: Class 19 contains 15373 members 
Mstep: Class 20 contains 89490 members 
Mstep: Class 21 contains 73072 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 724 members 
Mstep: Class 24 contains 5055 members 
Mstep: Class 25 contains 12800 members 
Mstep: Class 26 contains 24836 members 
Mstep: Class 27 contains 47894 members 
Mstep: Class 28 contains 18505 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 5081 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 77885 members 
Mstep: Class 33 contains 20690 members 
Mstep: Class 34 contains 11479 members 
Mstep: Class 35 contains 8110 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10283 members 
Mstep: Class 38 contains 9841 members 
Mstep: Class 39 contains 364 members 
Mstep: Class 40 contains 13154 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949392.000000 Penalty: 145916.250000
Iteration 161Q: 43 clusters Score -1.509494e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6212 members 
Mstep: Class 4 contains 16608 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7384 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17573 members 
Mstep: Class 10 contains 171931 members 
Mstep: Class 11 contains 11786 members 
Mstep: Class 12 contains 175981 members 
Mstep: Class 13 contains 65552 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7305 members 
Mstep: Class 17 contains 131344 members 
Mstep: Class 18 contains 98338 members 
Mstep: Class 19 contains 15359 members 
Mstep: Class 20 contains 89498 members 
Mstep: Class 21 contains 73068 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5055 members 
Mstep: Class 25 contains 12801 members 
Mstep: Class 26 contains 24835 members 
Mstep: Class 27 contains 47890 members 
Mstep: Class 28 contains 18498 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 5079 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 77899 members 
Mstep: Class 33 contains 20693 members 
Mstep: Class 34 contains 11479 members 
Mstep: Class 35 contains 8111 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10283 members 
Mstep: Class 38 contains 9843 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13150 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949168.000000 Penalty: 145916.250000
Iteration 162Q: 43 clusters Score -1.509492e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6213 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 2184 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7382 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17561 members 
Mstep: Class 10 contains 171930 members 
Mstep: Class 11 contains 11784 members 
Mstep: Class 12 contains 175983 members 
Mstep: Class 13 contains 65552 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7320 members 
Mstep: Class 17 contains 131342 members 
Mstep: Class 18 contains 98340 members 
Mstep: Class 19 contains 15354 members 
Mstep: Class 20 contains 89501 members 
Mstep: Class 21 contains 73065 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5056 members 
Mstep: Class 25 contains 12800 members 
Mstep: Class 26 contains 24836 members 
Mstep: Class 27 contains 47890 members 
Mstep: Class 28 contains 18489 members 
Mstep: Class 29 contains 6324 members 
Mstep: Class 30 contains 5076 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 77913 members 
Mstep: Class 33 contains 20695 members 
Mstep: Class 34 contains 11477 members 
Mstep: Class 35 contains 8112 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10283 members 
Mstep: Class 38 contains 9847 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13148 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949360.000000 Penalty: 145916.250000
Iteration 163Q: 43 clusters Score -1.509494e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 16607 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 7382 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17549 members 
Mstep: Class 10 contains 171928 members 
Mstep: Class 11 contains 11776 members 
Mstep: Class 12 contains 175986 members 
Mstep: Class 13 contains 65550 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7336 members 
Mstep: Class 17 contains 131336 members 
Mstep: Class 18 contains 98341 members 
Mstep: Class 19 contains 15346 members 
Mstep: Class 20 contains 89496 members 
Mstep: Class 21 contains 73066 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5056 members 
Mstep: Class 25 contains 12799 members 
Mstep: Class 26 contains 24837 members 
Mstep: Class 27 contains 47887 members 
Mstep: Class 28 contains 18488 members 
Mstep: Class 29 contains 6321 members 
Mstep: Class 30 contains 5075 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 77930 members 
Mstep: Class 33 contains 20694 members 
Mstep: Class 34 contains 11477 members 
Mstep: Class 35 contains 8112 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10283 members 
Mstep: Class 38 contains 9858 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13145 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949392.000000 Penalty: 145916.250000
Iteration 164Q: 43 clusters Score -1.509494e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6225 members 
Mstep: Class 4 contains 16611 members 
Mstep: Class 5 contains 2183 members 
Mstep: Class 6 contains 9496 members 
Mstep: Class 7 contains 7382 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17538 members 
Mstep: Class 10 contains 171931 members 
Mstep: Class 11 contains 11770 members 
Mstep: Class 12 contains 175989 members 
Mstep: Class 13 contains 65550 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7354 members 
Mstep: Class 17 contains 131332 members 
Mstep: Class 18 contains 98345 members 
Mstep: Class 19 contains 15337 members 
Mstep: Class 20 contains 89489 members 
Mstep: Class 21 contains 73065 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5057 members 
Mstep: Class 25 contains 12798 members 
Mstep: Class 26 contains 24838 members 
Mstep: Class 27 contains 47882 members 
Mstep: Class 28 contains 18487 members 
Mstep: Class 29 contains 6320 members 
Mstep: Class 30 contains 5075 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 77935 members 
Mstep: Class 33 contains 20697 members 
Mstep: Class 34 contains 11476 members 
Mstep: Class 35 contains 8114 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10283 members 
Mstep: Class 38 contains 9864 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13139 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949264.000000 Penalty: 145916.250000
Iteration 165Q: 43 clusters Score -1.509493e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6231 members 
Mstep: Class 4 contains 16615 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7382 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17528 members 
Mstep: Class 10 contains 171932 members 
Mstep: Class 11 contains 11766 members 
Mstep: Class 12 contains 175988 members 
Mstep: Class 13 contains 65540 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7364 members 
Mstep: Class 17 contains 131333 members 
Mstep: Class 18 contains 98351 members 
Mstep: Class 19 contains 15330 members 
Mstep: Class 20 contains 89480 members 
Mstep: Class 21 contains 73065 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5055 members 
Mstep: Class 25 contains 12796 members 
Mstep: Class 26 contains 24836 members 
Mstep: Class 27 contains 47878 members 
Mstep: Class 28 contains 18486 members 
Mstep: Class 29 contains 6319 members 
Mstep: Class 30 contains 5074 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 77944 members 
Mstep: Class 33 contains 20703 members 
Mstep: Class 34 contains 11480 members 
Mstep: Class 35 contains 8121 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10283 members 
Mstep: Class 38 contains 9864 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13136 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949296.000000 Penalty: 145916.250000
Iteration 166Q: 43 clusters Score -1.509493e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6232 members 
Mstep: Class 4 contains 16611 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17523 members 
Mstep: Class 10 contains 171929 members 
Mstep: Class 11 contains 11768 members 
Mstep: Class 12 contains 175988 members 
Mstep: Class 13 contains 65540 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7374 members 
Mstep: Class 17 contains 131329 members 
Mstep: Class 18 contains 98351 members 
Mstep: Class 19 contains 15328 members 
Mstep: Class 20 contains 89472 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5055 members 
Mstep: Class 25 contains 12796 members 
Mstep: Class 26 contains 24836 members 
Mstep: Class 27 contains 47876 members 
Mstep: Class 28 contains 18486 members 
Mstep: Class 29 contains 6316 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 77958 members 
Mstep: Class 33 contains 20704 members 
Mstep: Class 34 contains 11478 members 
Mstep: Class 35 contains 8124 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10284 members 
Mstep: Class 38 contains 9872 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13133 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949312.000000 Penalty: 145916.250000
Iteration 167Q: 43 clusters Score -1.509493e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6235 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7380 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17513 members 
Mstep: Class 10 contains 171925 members 
Mstep: Class 11 contains 11768 members 
Mstep: Class 12 contains 175988 members 
Mstep: Class 13 contains 65533 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 131325 members 
Mstep: Class 18 contains 98351 members 
Mstep: Class 19 contains 15327 members 
Mstep: Class 20 contains 89469 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5055 members 
Mstep: Class 25 contains 12796 members 
Mstep: Class 26 contains 24837 members 
Mstep: Class 27 contains 47874 members 
Mstep: Class 28 contains 18485 members 
Mstep: Class 29 contains 6316 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 77968 members 
Mstep: Class 33 contains 20705 members 
Mstep: Class 34 contains 11480 members 
Mstep: Class 35 contains 8124 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10286 members 
Mstep: Class 38 contains 9871 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13132 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949264.000000 Penalty: 145916.250000
Iteration 168Q: 43 clusters Score -1.509493e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6236 members 
Mstep: Class 4 contains 16612 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7379 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17508 members 
Mstep: Class 10 contains 171922 members 
Mstep: Class 11 contains 11771 members 
Mstep: Class 12 contains 175987 members 
Mstep: Class 13 contains 65526 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7402 members 
Mstep: Class 17 contains 131322 members 
Mstep: Class 18 contains 98352 members 
Mstep: Class 19 contains 15327 members 
Mstep: Class 20 contains 89465 members 
Mstep: Class 21 contains 73061 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5055 members 
Mstep: Class 25 contains 12796 members 
Mstep: Class 26 contains 24837 members 
Mstep: Class 27 contains 47874 members 
Mstep: Class 28 contains 18483 members 
Mstep: Class 29 contains 6318 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 77980 members 
Mstep: Class 33 contains 20706 members 
Mstep: Class 34 contains 11477 members 
Mstep: Class 35 contains 8125 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10286 members 
Mstep: Class 38 contains 9872 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13129 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949216.000000 Penalty: 145916.250000
Iteration 169Q: 43 clusters Score -1.509492e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6242 members 
Mstep: Class 4 contains 16616 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7378 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17503 members 
Mstep: Class 10 contains 171921 members 
Mstep: Class 11 contains 11773 members 
Mstep: Class 12 contains 175988 members 
Mstep: Class 13 contains 65512 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7411 members 
Mstep: Class 17 contains 131318 members 
Mstep: Class 18 contains 98351 members 
Mstep: Class 19 contains 15325 members 
Mstep: Class 20 contains 89452 members 
Mstep: Class 21 contains 73062 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5057 members 
Mstep: Class 25 contains 12796 members 
Mstep: Class 26 contains 24837 members 
Mstep: Class 27 contains 47876 members 
Mstep: Class 28 contains 18479 members 
Mstep: Class 29 contains 6316 members 
Mstep: Class 30 contains 5071 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 77993 members 
Mstep: Class 33 contains 20706 members 
Mstep: Class 34 contains 11480 members 
Mstep: Class 35 contains 8127 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10287 members 
Mstep: Class 38 contains 9877 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13126 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949376.000000 Penalty: 145916.250000
Iteration 170Q: 43 clusters Score -1.509494e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6245 members 
Mstep: Class 4 contains 16618 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7378 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17497 members 
Mstep: Class 10 contains 171916 members 
Mstep: Class 11 contains 11778 members 
Mstep: Class 12 contains 175988 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7414 members 
Mstep: Class 17 contains 131317 members 
Mstep: Class 18 contains 98355 members 
Mstep: Class 19 contains 15319 members 
Mstep: Class 20 contains 89453 members 
Mstep: Class 21 contains 73061 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5055 members 
Mstep: Class 25 contains 12796 members 
Mstep: Class 26 contains 24837 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18478 members 
Mstep: Class 29 contains 6317 members 
Mstep: Class 30 contains 5071 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78012 members 
Mstep: Class 33 contains 20706 members 
Mstep: Class 34 contains 11479 members 
Mstep: Class 35 contains 8128 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10289 members 
Mstep: Class 38 contains 9876 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13126 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949376.000000 Penalty: 145916.250000
Iteration 171Q: 43 clusters Score -1.509494e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9992 members 
Mstep: Class 3 contains 6248 members 
Mstep: Class 4 contains 16617 members 
Mstep: Class 5 contains 2186 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7378 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17495 members 
Mstep: Class 10 contains 171913 members 
Mstep: Class 11 contains 11778 members 
Mstep: Class 12 contains 175987 members 
Mstep: Class 13 contains 65483 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7425 members 
Mstep: Class 17 contains 131313 members 
Mstep: Class 18 contains 98354 members 
Mstep: Class 19 contains 15319 members 
Mstep: Class 20 contains 89449 members 
Mstep: Class 21 contains 73061 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5055 members 
Mstep: Class 25 contains 12796 members 
Mstep: Class 26 contains 24837 members 
Mstep: Class 27 contains 47874 members 
Mstep: Class 28 contains 18475 members 
Mstep: Class 29 contains 6319 members 
Mstep: Class 30 contains 5071 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78029 members 
Mstep: Class 33 contains 20706 members 
Mstep: Class 34 contains 11478 members 
Mstep: Class 35 contains 8128 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10291 members 
Mstep: Class 38 contains 9874 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13125 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949440.000000 Penalty: 145916.250000
Iteration 172Q: 43 clusters Score -1.509494e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6249 members 
Mstep: Class 4 contains 16614 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7378 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17490 members 
Mstep: Class 10 contains 171911 members 
Mstep: Class 11 contains 11776 members 
Mstep: Class 12 contains 175985 members 
Mstep: Class 13 contains 65469 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7433 members 
Mstep: Class 17 contains 131312 members 
Mstep: Class 18 contains 98355 members 
Mstep: Class 19 contains 15317 members 
Mstep: Class 20 contains 89444 members 
Mstep: Class 21 contains 73060 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 12795 members 
Mstep: Class 26 contains 24838 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6321 members 
Mstep: Class 30 contains 5070 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78048 members 
Mstep: Class 33 contains 20707 members 
Mstep: Class 34 contains 11480 members 
Mstep: Class 35 contains 8127 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10292 members 
Mstep: Class 38 contains 9877 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13124 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949360.000000 Penalty: 145916.250000
Iteration 173Q: 43 clusters Score -1.509494e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9992 members 
Mstep: Class 3 contains 6250 members 
Mstep: Class 4 contains 16616 members 
Mstep: Class 5 contains 2189 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7379 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17482 members 
Mstep: Class 10 contains 171903 members 
Mstep: Class 11 contains 11779 members 
Mstep: Class 12 contains 175980 members 
Mstep: Class 13 contains 65459 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7436 members 
Mstep: Class 17 contains 131311 members 
Mstep: Class 18 contains 98358 members 
Mstep: Class 19 contains 15316 members 
Mstep: Class 20 contains 89444 members 
Mstep: Class 21 contains 73055 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5060 members 
Mstep: Class 25 contains 12795 members 
Mstep: Class 26 contains 24840 members 
Mstep: Class 27 contains 47876 members 
Mstep: Class 28 contains 18469 members 
Mstep: Class 29 contains 6320 members 
Mstep: Class 30 contains 5070 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78064 members 
Mstep: Class 33 contains 20705 members 
Mstep: Class 34 contains 11482 members 
Mstep: Class 35 contains 8128 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10293 members 
Mstep: Class 38 contains 9882 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13123 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949344.000000 Penalty: 145916.250000
Iteration 174Q: 43 clusters Score -1.509493e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6253 members 
Mstep: Class 4 contains 16611 members 
Mstep: Class 5 contains 2191 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17473 members 
Mstep: Class 10 contains 171898 members 
Mstep: Class 11 contains 11779 members 
Mstep: Class 12 contains 175979 members 
Mstep: Class 13 contains 65443 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7441 members 
Mstep: Class 17 contains 131309 members 
Mstep: Class 18 contains 98360 members 
Mstep: Class 19 contains 15310 members 
Mstep: Class 20 contains 89441 members 
Mstep: Class 21 contains 73057 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5062 members 
Mstep: Class 25 contains 12795 members 
Mstep: Class 26 contains 24838 members 
Mstep: Class 27 contains 47877 members 
Mstep: Class 28 contains 18467 members 
Mstep: Class 29 contains 6323 members 
Mstep: Class 30 contains 5070 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78083 members 
Mstep: Class 33 contains 20708 members 
Mstep: Class 34 contains 11482 members 
Mstep: Class 35 contains 8130 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9889 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13121 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949184.000000 Penalty: 145916.250000
Iteration 175Q: 43 clusters Score -1.509492e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6253 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 2193 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17471 members 
Mstep: Class 10 contains 171893 members 
Mstep: Class 11 contains 11779 members 
Mstep: Class 12 contains 175980 members 
Mstep: Class 13 contains 65439 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7451 members 
Mstep: Class 17 contains 131305 members 
Mstep: Class 18 contains 98360 members 
Mstep: Class 19 contains 15303 members 
Mstep: Class 20 contains 89438 members 
Mstep: Class 21 contains 73057 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5062 members 
Mstep: Class 25 contains 12794 members 
Mstep: Class 26 contains 24835 members 
Mstep: Class 27 contains 47878 members 
Mstep: Class 28 contains 18468 members 
Mstep: Class 29 contains 6323 members 
Mstep: Class 30 contains 5071 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78095 members 
Mstep: Class 33 contains 20707 members 
Mstep: Class 34 contains 11481 members 
Mstep: Class 35 contains 8129 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13121 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949344.000000 Penalty: 145916.250000
Iteration 176Q: 43 clusters Score -1.509493e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6256 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7380 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 171889 members 
Mstep: Class 11 contains 11778 members 
Mstep: Class 12 contains 175979 members 
Mstep: Class 13 contains 65430 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 131306 members 
Mstep: Class 18 contains 98360 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89437 members 
Mstep: Class 21 contains 73057 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12794 members 
Mstep: Class 26 contains 24833 members 
Mstep: Class 27 contains 47877 members 
Mstep: Class 28 contains 18469 members 
Mstep: Class 29 contains 6321 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78106 members 
Mstep: Class 33 contains 20708 members 
Mstep: Class 34 contains 11479 members 
Mstep: Class 35 contains 8131 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9895 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13121 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949184.000000 Penalty: 145916.250000
Iteration 177Q: 43 clusters Score -1.509492e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6257 members 
Mstep: Class 4 contains 16606 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7380 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17465 members 
Mstep: Class 10 contains 171888 members 
Mstep: Class 11 contains 11781 members 
Mstep: Class 12 contains 175978 members 
Mstep: Class 13 contains 65427 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7466 members 
Mstep: Class 17 contains 131302 members 
Mstep: Class 18 contains 98360 members 
Mstep: Class 19 contains 15300 members 
Mstep: Class 20 contains 89440 members 
Mstep: Class 21 contains 73054 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12794 members 
Mstep: Class 26 contains 24833 members 
Mstep: Class 27 contains 47876 members 
Mstep: Class 28 contains 18468 members 
Mstep: Class 29 contains 6319 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78111 members 
Mstep: Class 33 contains 20710 members 
Mstep: Class 34 contains 11479 members 
Mstep: Class 35 contains 8132 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9891 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13121 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949168.000000 Penalty: 145916.250000
Iteration 178Q: 43 clusters Score -1.509492e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6256 members 
Mstep: Class 4 contains 16601 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17463 members 
Mstep: Class 10 contains 171888 members 
Mstep: Class 11 contains 11783 members 
Mstep: Class 12 contains 175981 members 
Mstep: Class 13 contains 65425 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7471 members 
Mstep: Class 17 contains 131301 members 
Mstep: Class 18 contains 98360 members 
Mstep: Class 19 contains 15301 members 
Mstep: Class 20 contains 89440 members 
Mstep: Class 21 contains 73053 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12794 members 
Mstep: Class 26 contains 24833 members 
Mstep: Class 27 contains 47877 members 
Mstep: Class 28 contains 18466 members 
Mstep: Class 29 contains 6317 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78115 members 
Mstep: Class 33 contains 20711 members 
Mstep: Class 34 contains 11479 members 
Mstep: Class 35 contains 8132 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9889 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13121 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949168.000000 Penalty: 145916.250000
Iteration 179Q: 43 clusters Score -1.509492e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6256 members 
Mstep: Class 4 contains 16602 members 
Mstep: Class 5 contains 2196 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17462 members 
Mstep: Class 10 contains 171887 members 
Mstep: Class 11 contains 11785 members 
Mstep: Class 12 contains 175983 members 
Mstep: Class 13 contains 65422 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7470 members 
Mstep: Class 17 contains 131296 members 
Mstep: Class 18 contains 98360 members 
Mstep: Class 19 contains 15300 members 
Mstep: Class 20 contains 89441 members 
Mstep: Class 21 contains 73053 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12794 members 
Mstep: Class 26 contains 24833 members 
Mstep: Class 27 contains 47876 members 
Mstep: Class 28 contains 18466 members 
Mstep: Class 29 contains 6316 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78120 members 
Mstep: Class 33 contains 20713 members 
Mstep: Class 34 contains 11478 members 
Mstep: Class 35 contains 8133 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9890 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13121 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949120.000000 Penalty: 145916.250000
Iteration 180F: 43 clusters Score -1.509491e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6254 members 
Mstep: Class 4 contains 16604 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17462 members 
Mstep: Class 10 contains 171886 members 
Mstep: Class 11 contains 11785 members 
Mstep: Class 12 contains 175983 members 
Mstep: Class 13 contains 65418 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7468 members 
Mstep: Class 17 contains 131296 members 
Mstep: Class 18 contains 98360 members 
Mstep: Class 19 contains 15300 members 
Mstep: Class 20 contains 89446 members 
Mstep: Class 21 contains 73054 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12793 members 
Mstep: Class 26 contains 24833 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18466 members 
Mstep: Class 29 contains 6315 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78123 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11477 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9891 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13120 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949200.000000 Penalty: 145916.250000
Iteration 181Q: 43 clusters Score -1.509492e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6255 members 
Mstep: Class 4 contains 16605 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 171885 members 
Mstep: Class 11 contains 11784 members 
Mstep: Class 12 contains 175983 members 
Mstep: Class 13 contains 65415 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7470 members 
Mstep: Class 17 contains 131298 members 
Mstep: Class 18 contains 98360 members 
Mstep: Class 19 contains 15300 members 
Mstep: Class 20 contains 89445 members 
Mstep: Class 21 contains 73054 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12793 members 
Mstep: Class 26 contains 24831 members 
Mstep: Class 27 contains 47874 members 
Mstep: Class 28 contains 18465 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78128 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11477 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9893 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949168.000000 Penalty: 145916.250000
Iteration 182Q: 43 clusters Score -1.509492e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6255 members 
Mstep: Class 4 contains 16605 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17460 members 
Mstep: Class 10 contains 171884 members 
Mstep: Class 11 contains 11783 members 
Mstep: Class 12 contains 175985 members 
Mstep: Class 13 contains 65410 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7471 members 
Mstep: Class 17 contains 131296 members 
Mstep: Class 18 contains 98360 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89445 members 
Mstep: Class 21 contains 73054 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12793 members 
Mstep: Class 26 contains 24830 members 
Mstep: Class 27 contains 47874 members 
Mstep: Class 28 contains 18465 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78135 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11477 members 
Mstep: Class 35 contains 8133 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949216.000000 Penalty: 145916.250000
Iteration 183Q: 43 clusters Score -1.509492e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6259 members 
Mstep: Class 4 contains 16605 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17457 members 
Mstep: Class 10 contains 171882 members 
Mstep: Class 11 contains 11783 members 
Mstep: Class 12 contains 175986 members 
Mstep: Class 13 contains 65406 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7471 members 
Mstep: Class 17 contains 131297 members 
Mstep: Class 18 contains 98360 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89440 members 
Mstep: Class 21 contains 73055 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12793 members 
Mstep: Class 26 contains 24829 members 
Mstep: Class 27 contains 47874 members 
Mstep: Class 28 contains 18465 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78143 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11477 members 
Mstep: Class 35 contains 8133 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949216.000000 Penalty: 145916.250000
Iteration 184Q: 43 clusters Score -1.509492e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6263 members 
Mstep: Class 4 contains 16605 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17452 members 
Mstep: Class 10 contains 171880 members 
Mstep: Class 11 contains 11783 members 
Mstep: Class 12 contains 175989 members 
Mstep: Class 13 contains 65403 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7471 members 
Mstep: Class 17 contains 131294 members 
Mstep: Class 18 contains 98360 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89435 members 
Mstep: Class 21 contains 73056 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12792 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47874 members 
Mstep: Class 28 contains 18465 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78154 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11478 members 
Mstep: Class 35 contains 8133 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949232.000000 Penalty: 145916.250000
Iteration 185Q: 43 clusters Score -1.509492e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 6266 members 
Mstep: Class 4 contains 16606 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17447 members 
Mstep: Class 10 contains 171877 members 
Mstep: Class 11 contains 11783 members 
Mstep: Class 12 contains 175990 members 
Mstep: Class 13 contains 65403 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7471 members 
Mstep: Class 17 contains 131291 members 
Mstep: Class 18 contains 98361 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89430 members 
Mstep: Class 21 contains 73058 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12792 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47874 members 
Mstep: Class 28 contains 18465 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78162 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11478 members 
Mstep: Class 35 contains 8133 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949248.000000 Penalty: 145916.250000
Iteration 186Q: 43 clusters Score -1.509492e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6270 members 
Mstep: Class 4 contains 16605 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17442 members 
Mstep: Class 10 contains 171874 members 
Mstep: Class 11 contains 11783 members 
Mstep: Class 12 contains 175989 members 
Mstep: Class 13 contains 65402 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7471 members 
Mstep: Class 17 contains 131290 members 
Mstep: Class 18 contains 98362 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89430 members 
Mstep: Class 21 contains 73058 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12792 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47874 members 
Mstep: Class 28 contains 18465 members 
Mstep: Class 29 contains 6314 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78169 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11478 members 
Mstep: Class 35 contains 8133 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949328.000000 Penalty: 145916.250000
Iteration 187Q: 43 clusters Score -1.509493e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 6271 members 
Mstep: Class 4 contains 16605 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17442 members 
Mstep: Class 10 contains 171874 members 
Mstep: Class 11 contains 11783 members 
Mstep: Class 12 contains 175990 members 
Mstep: Class 13 contains 65398 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7472 members 
Mstep: Class 17 contains 131286 members 
Mstep: Class 18 contains 98360 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89431 members 
Mstep: Class 21 contains 73058 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12792 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47874 members 
Mstep: Class 28 contains 18465 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78177 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11478 members 
Mstep: Class 35 contains 8133 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949280.000000 Penalty: 145916.250000
Iteration 188Q: 43 clusters Score -1.509493e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 6273 members 
Mstep: Class 4 contains 16606 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17438 members 
Mstep: Class 10 contains 171869 members 
Mstep: Class 11 contains 11783 members 
Mstep: Class 12 contains 175990 members 
Mstep: Class 13 contains 65394 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7474 members 
Mstep: Class 17 contains 131286 members 
Mstep: Class 18 contains 98361 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89429 members 
Mstep: Class 21 contains 73057 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12792 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18465 members 
Mstep: Class 29 contains 6312 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78187 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11478 members 
Mstep: Class 35 contains 8133 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949248.000000 Penalty: 145916.250000
Iteration 189Q: 43 clusters Score -1.509492e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 6279 members 
Mstep: Class 4 contains 16606 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17433 members 
Mstep: Class 10 contains 171866 members 
Mstep: Class 11 contains 11783 members 
Mstep: Class 12 contains 175988 members 
Mstep: Class 13 contains 65392 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7475 members 
Mstep: Class 17 contains 131285 members 
Mstep: Class 18 contains 98361 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89427 members 
Mstep: Class 21 contains 73056 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18464 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78198 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11478 members 
Mstep: Class 35 contains 8133 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949312.000000 Penalty: 145916.250000
Iteration 190Q: 43 clusters Score -1.509493e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 6279 members 
Mstep: Class 4 contains 16606 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17432 members 
Mstep: Class 10 contains 171862 members 
Mstep: Class 11 contains 11783 members 
Mstep: Class 12 contains 175990 members 
Mstep: Class 13 contains 65388 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7475 members 
Mstep: Class 17 contains 131284 members 
Mstep: Class 18 contains 98360 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89427 members 
Mstep: Class 21 contains 73055 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18464 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78207 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11478 members 
Mstep: Class 35 contains 8133 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949280.000000 Penalty: 145916.250000
Iteration 191Q: 43 clusters Score -1.509493e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 6283 members 
Mstep: Class 4 contains 16606 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17429 members 
Mstep: Class 10 contains 171861 members 
Mstep: Class 11 contains 11783 members 
Mstep: Class 12 contains 175991 members 
Mstep: Class 13 contains 65385 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7475 members 
Mstep: Class 17 contains 131285 members 
Mstep: Class 18 contains 98359 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89424 members 
Mstep: Class 21 contains 73053 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18464 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78214 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11477 members 
Mstep: Class 35 contains 8133 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949312.000000 Penalty: 145916.250000
Iteration 192Q: 43 clusters Score -1.509493e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6287 members 
Mstep: Class 4 contains 16606 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17425 members 
Mstep: Class 10 contains 171861 members 
Mstep: Class 11 contains 11783 members 
Mstep: Class 12 contains 175993 members 
Mstep: Class 13 contains 65381 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7477 members 
Mstep: Class 17 contains 131285 members 
Mstep: Class 18 contains 98358 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89421 members 
Mstep: Class 21 contains 73054 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18464 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78218 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11477 members 
Mstep: Class 35 contains 8133 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949248.000000 Penalty: 145916.250000
Iteration 193Q: 43 clusters Score -1.509492e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6288 members 
Mstep: Class 4 contains 16607 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17422 members 
Mstep: Class 10 contains 171862 members 
Mstep: Class 11 contains 11783 members 
Mstep: Class 12 contains 175993 members 
Mstep: Class 13 contains 65377 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7477 members 
Mstep: Class 17 contains 131286 members 
Mstep: Class 18 contains 98359 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89419 members 
Mstep: Class 21 contains 73054 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47874 members 
Mstep: Class 28 contains 18464 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78223 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11477 members 
Mstep: Class 35 contains 8133 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949232.000000 Penalty: 145916.250000
Iteration 194Q: 43 clusters Score -1.509492e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6293 members 
Mstep: Class 4 contains 16609 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17416 members 
Mstep: Class 10 contains 171860 members 
Mstep: Class 11 contains 11785 members 
Mstep: Class 12 contains 175993 members 
Mstep: Class 13 contains 65376 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7478 members 
Mstep: Class 17 contains 131285 members 
Mstep: Class 18 contains 98359 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89416 members 
Mstep: Class 21 contains 73053 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47874 members 
Mstep: Class 28 contains 18464 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78228 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11477 members 
Mstep: Class 35 contains 8133 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9893 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949248.000000 Penalty: 145916.250000
Iteration 195Q: 43 clusters Score -1.509492e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6297 members 
Mstep: Class 4 contains 16612 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17412 members 
Mstep: Class 10 contains 171858 members 
Mstep: Class 11 contains 11787 members 
Mstep: Class 12 contains 175993 members 
Mstep: Class 13 contains 65375 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7477 members 
Mstep: Class 17 contains 131285 members 
Mstep: Class 18 contains 98360 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89414 members 
Mstep: Class 21 contains 73052 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47874 members 
Mstep: Class 28 contains 18463 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78230 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11477 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9893 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949296.000000 Penalty: 145916.250000
Iteration 196Q: 43 clusters Score -1.509493e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6302 members 
Mstep: Class 4 contains 16611 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17408 members 
Mstep: Class 10 contains 171858 members 
Mstep: Class 11 contains 11788 members 
Mstep: Class 12 contains 175994 members 
Mstep: Class 13 contains 65375 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7476 members 
Mstep: Class 17 contains 131284 members 
Mstep: Class 18 contains 98359 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89416 members 
Mstep: Class 21 contains 73052 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47874 members 
Mstep: Class 28 contains 18462 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78230 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11476 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949312.000000 Penalty: 145916.250000
Iteration 197Q: 43 clusters Score -1.509493e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6309 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17399 members 
Mstep: Class 10 contains 171859 members 
Mstep: Class 11 contains 11788 members 
Mstep: Class 12 contains 175994 members 
Mstep: Class 13 contains 65375 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7476 members 
Mstep: Class 17 contains 131284 members 
Mstep: Class 18 contains 98360 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89415 members 
Mstep: Class 21 contains 73052 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18462 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78230 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11477 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949312.000000 Penalty: 145916.250000
Iteration 198Q: 43 clusters Score -1.509493e+08 nChanged 15
Entering ConstructFrom: 
Score: -150949312.000000 Penalty: 145916.250000
Entering ConstructFrom: 
Trying to split cluster 1 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -75048.921875 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -75048.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73515.718750 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -73515.72 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -73968.546875 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -73968.55 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -74232.382812 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -74232.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -74404.695312 Penalty: 3224.639648
	Iteration 3F: 3 clusters Score -74404.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -74525.601562 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -74525.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -74580.929688 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -74580.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -74584.562500 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -74584.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -74584.562500 Penalty: 3224.639648
	Iteration 7F: 3 clusters Score -74584.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Entering Unmasked Estep 
Score: -1286359.875000 Penalty: 2283.866699
	Iteration 0F: 2 clusters Score -1286360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1278700.375000 Penalty: 4567.733398
	Iteration 0F: 3 clusters Score -1278700 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1280962.625000 Penalty: 4567.733398
	Iteration 1F: 3 clusters Score -1280963 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1281227.125000 Penalty: 4567.733398
	Iteration 2F: 3 clusters Score -1281227 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1281401.000000 Penalty: 4567.733398
	Iteration 3Q: 3 clusters Score -1281401 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1281536.250000 Penalty: 4567.733398
	Iteration 4Q: 3 clusters Score -1281536 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1281657.750000 Penalty: 4567.733398
	Iteration 5Q: 3 clusters Score -1281658 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1281775.125000 Penalty: 4567.733398
	Iteration 6Q: 3 clusters Score -1281775 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1281889.875000 Penalty: 4567.733398
	Iteration 7Q: 3 clusters Score -1281890 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1282004.500000 Penalty: 4567.733398
	Iteration 8Q: 3 clusters Score -1282004 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1282136.750000 Penalty: 4567.733398
	Iteration 9Q: 3 clusters Score -1282137 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1282291.500000 Penalty: 4567.733398
	Iteration 10Q: 3 clusters Score -1282292 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1282454.750000 Penalty: 4567.733398
	Iteration 11Q: 3 clusters Score -1282455 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1282607.625000 Penalty: 4567.733398
	Iteration 12Q: 3 clusters Score -1282608 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1282783.750000 Penalty: 4567.733398
	Iteration 13Q: 3 clusters Score -1282784 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1282981.625000 Penalty: 4567.733398
	Iteration 14Q: 3 clusters Score -1282982 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1283182.500000 Penalty: 4567.733398
	Iteration 15Q: 3 clusters Score -1283182 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1283385.000000 Penalty: 4567.733398
	Iteration 16Q: 3 clusters Score -1283385 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1283590.250000 Penalty: 4567.733398
	Iteration 17Q: 3 clusters Score -1283590 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1283826.000000 Penalty: 4567.733398
	Iteration 18Q: 3 clusters Score -1283826 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1284047.125000 Penalty: 4567.733398
	Iteration 19Q: 3 clusters Score -1284047 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1284229.875000 Penalty: 4567.733398
	Iteration 20F: 3 clusters Score -1284230 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1284343.375000 Penalty: 4567.733398
	Iteration 21Q: 3 clusters Score -1284343 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1284421.625000 Penalty: 4567.733398
	Iteration 22Q: 3 clusters Score -1284422 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1284472.750000 Penalty: 4567.733398
	Iteration 23Q: 3 clusters Score -1284473 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1284511.750000 Penalty: 4567.733398
	Iteration 24Q: 3 clusters Score -1284512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1284546.500000 Penalty: 4567.733398
	Iteration 25Q: 3 clusters Score -1284546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1284573.875000 Penalty: 4567.733398
	Iteration 26Q: 3 clusters Score -1284574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1284587.375000 Penalty: 4567.733398
	Iteration 27Q: 3 clusters Score -1284587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1284598.375000 Penalty: 4567.733398
	Iteration 28Q: 3 clusters Score -1284598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1284607.250000 Penalty: 4567.733398
	Iteration 29Q: 3 clusters Score -1284607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1284616.250000 Penalty: 4567.733398
	Iteration 30Q: 3 clusters Score -1284616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1284623.875000 Penalty: 4567.733398
	Iteration 31Q: 3 clusters Score -1284624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1284631.750000 Penalty: 4567.733398
	Iteration 32Q: 3 clusters Score -1284632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1284637.750000 Penalty: 4567.733398
	Iteration 33Q: 3 clusters Score -1284638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1284649.375000 Penalty: 4567.733398
	Iteration 34Q: 3 clusters Score -1284649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1284651.750000 Penalty: 4567.733398
	Iteration 35Q: 3 clusters Score -1284652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1284655.875000 Penalty: 4567.733398
	Iteration 36Q: 3 clusters Score -1284656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1284658.125000 Penalty: 4567.733398
	Iteration 37Q: 3 clusters Score -1284658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1284665.375000 Penalty: 4567.733398
	Iteration 38Q: 3 clusters Score -1284665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1284671.250000 Penalty: 4567.733398
	Iteration 39Q: 3 clusters Score -1284671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1284673.750000 Penalty: 4567.733398
	Iteration 40F: 3 clusters Score -1284674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1284676.500000 Penalty: 4567.733398
	Iteration 41Q: 3 clusters Score -1284676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1284675.625000 Penalty: 4567.733398
	Iteration 42Q: 3 clusters Score -1284676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1284676.250000 Penalty: 4567.733398
	Iteration 43Q: 3 clusters Score -1284676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1284677.250000 Penalty: 4567.733398
	Iteration 44Q: 3 clusters Score -1284677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1284677.875000 Penalty: 4567.733398
	Iteration 45Q: 3 clusters Score -1284678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1284678.375000 Penalty: 4567.733398
	Iteration 46Q: 3 clusters Score -1284678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1284678.375000 Penalty: 4567.733398
	Iteration 47F: 3 clusters Score -1284678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Entering Unmasked Estep 
Score: -770787.375000 Penalty: 2170.169434
	Iteration 0F: 2 clusters Score -770787.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -765495.750000 Penalty: 4340.338867
	Iteration 0F: 3 clusters Score -765495.8 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -766924.500000 Penalty: 4340.338867
	Iteration 1F: 3 clusters Score -766924.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -767184.875000 Penalty: 4340.338867
	Iteration 2F: 3 clusters Score -767184.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -767371.875000 Penalty: 4340.338867
	Iteration 3F: 3 clusters Score -767371.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -767543.000000 Penalty: 4340.338867
	Iteration 4Q: 3 clusters Score -767543 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -767697.562500 Penalty: 4340.338867
	Iteration 5Q: 3 clusters Score -767697.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -767849.062500 Penalty: 4340.338867
	Iteration 6Q: 3 clusters Score -767849.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -768012.687500 Penalty: 4340.338867
	Iteration 7Q: 3 clusters Score -768012.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -768198.625000 Penalty: 4340.338867
	Iteration 8Q: 3 clusters Score -768198.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -768356.625000 Penalty: 4340.338867
	Iteration 9Q: 3 clusters Score -768356.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -768503.187500 Penalty: 4340.338867
	Iteration 10Q: 3 clusters Score -768503.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -768612.187500 Penalty: 4340.338867
	Iteration 11Q: 3 clusters Score -768612.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -768693.312500 Penalty: 4340.338867
	Iteration 12Q: 3 clusters Score -768693.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -768752.875000 Penalty: 4340.338867
	Iteration 13Q: 3 clusters Score -768752.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -768798.250000 Penalty: 4340.338867
	Iteration 14Q: 3 clusters Score -768798.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -768834.750000 Penalty: 4340.338867
	Iteration 15Q: 3 clusters Score -768834.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -768861.125000 Penalty: 4340.338867
	Iteration 16Q: 3 clusters Score -768861.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -768894.187500 Penalty: 4340.338867
	Iteration 17Q: 3 clusters Score -768894.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -768916.937500 Penalty: 4340.338867
	Iteration 18Q: 3 clusters Score -768916.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -768927.000000 Penalty: 4340.338867
	Iteration 19Q: 3 clusters Score -768927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -768935.437500 Penalty: 4340.338867
	Iteration 20F: 3 clusters Score -768935.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -768944.875000 Penalty: 4340.338867
	Iteration 21Q: 3 clusters Score -768944.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -768952.437500 Penalty: 4340.338867
	Iteration 22Q: 3 clusters Score -768952.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -768963.125000 Penalty: 4340.338867
	Iteration 23Q: 3 clusters Score -768963.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -768970.562500 Penalty: 4340.338867
	Iteration 24Q: 3 clusters Score -768970.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -768977.437500 Penalty: 4340.338867
	Iteration 25Q: 3 clusters Score -768977.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -768981.750000 Penalty: 4340.338867
	Iteration 26Q: 3 clusters Score -768981.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -768987.312500 Penalty: 4340.338867
	Iteration 27Q: 3 clusters Score -768987.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -768991.812500 Penalty: 4340.338867
	Iteration 28Q: 3 clusters Score -768991.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -768995.062500 Penalty: 4340.338867
	Iteration 29Q: 3 clusters Score -768995.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -768995.750000 Penalty: 4340.338867
	Iteration 30Q: 3 clusters Score -768995.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -768997.750000 Penalty: 4340.338867
	Iteration 31Q: 3 clusters Score -768997.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -769000.750000 Penalty: 4340.338867
	Iteration 32Q: 3 clusters Score -769000.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -769001.375000 Penalty: 4340.338867
	Iteration 33Q: 3 clusters Score -769001.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -769001.375000 Penalty: 4340.338867
	Iteration 34F: 3 clusters Score -769001.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Entering Unmasked Estep 
Score: -2045996.000000 Penalty: 2410.004395
	Iteration 0F: 2 clusters Score -2045996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2034087.000000 Penalty: 4820.008789
	Iteration 0F: 3 clusters Score -2034087 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2038124.000000 Penalty: 4820.008789
	Iteration 1F: 3 clusters Score -2038124 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2038589.875000 Penalty: 4820.008789
	Iteration 2F: 3 clusters Score -2038590 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2038957.625000 Penalty: 4820.008789
	Iteration 3F: 3 clusters Score -2038958 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2039301.625000 Penalty: 4820.008789
	Iteration 4Q: 3 clusters Score -2039302 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2039623.875000 Penalty: 4820.008789
	Iteration 5Q: 3 clusters Score -2039624 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2039929.000000 Penalty: 4820.008789
	Iteration 6Q: 3 clusters Score -2039929 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2040215.875000 Penalty: 4820.008789
	Iteration 7Q: 3 clusters Score -2040216 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2040551.500000 Penalty: 4820.008789
	Iteration 8Q: 3 clusters Score -2040552 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2040902.500000 Penalty: 4820.008789
	Iteration 9Q: 3 clusters Score -2040902 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2041223.250000 Penalty: 4820.008789
	Iteration 10Q: 3 clusters Score -2041223 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2041537.125000 Penalty: 4820.008789
	Iteration 11Q: 3 clusters Score -2041537 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2041852.500000 Penalty: 4820.008789
	Iteration 12Q: 3 clusters Score -2041852 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2042118.000000 Penalty: 4820.008789
	Iteration 13Q: 3 clusters Score -2042118 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2042363.875000 Penalty: 4820.008789
	Iteration 14Q: 3 clusters Score -2042364 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2042558.125000 Penalty: 4820.008789
	Iteration 15Q: 3 clusters Score -2042558 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2042727.625000 Penalty: 4820.008789
	Iteration 16Q: 3 clusters Score -2042728 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2042867.500000 Penalty: 4820.008789
	Iteration 17Q: 3 clusters Score -2042868 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2042985.000000 Penalty: 4820.008789
	Iteration 18Q: 3 clusters Score -2042985 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2043069.750000 Penalty: 4820.008789
	Iteration 19Q: 3 clusters Score -2043070 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2043133.625000 Penalty: 4820.008789
	Iteration 20F: 3 clusters Score -2043134 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2043190.000000 Penalty: 4820.008789
	Iteration 21Q: 3 clusters Score -2043190 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2043231.000000 Penalty: 4820.008789
	Iteration 22Q: 3 clusters Score -2043231 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2043275.750000 Penalty: 4820.008789
	Iteration 23Q: 3 clusters Score -2043276 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2043309.500000 Penalty: 4820.008789
	Iteration 24Q: 3 clusters Score -2043310 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2043358.750000 Penalty: 4820.008789
	Iteration 25Q: 3 clusters Score -2043359 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2043421.000000 Penalty: 4820.008789
	Iteration 26Q: 3 clusters Score -2043421 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2043474.500000 Penalty: 4820.008789
	Iteration 27Q: 3 clusters Score -2043474 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2043520.875000 Penalty: 4820.008789
	Iteration 28Q: 3 clusters Score -2043521 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2043590.125000 Penalty: 4820.008789
	Iteration 29Q: 3 clusters Score -2043590 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2043637.375000 Penalty: 4820.008789
	Iteration 30Q: 3 clusters Score -2043637 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2043685.375000 Penalty: 4820.008789
	Iteration 31Q: 3 clusters Score -2043685 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2043734.375000 Penalty: 4820.008789
	Iteration 32Q: 3 clusters Score -2043734 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2043778.000000 Penalty: 4820.008789
	Iteration 33Q: 3 clusters Score -2043778 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2043814.375000 Penalty: 4820.008789
	Iteration 34Q: 3 clusters Score -2043814 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2043862.000000 Penalty: 4820.008789
	Iteration 35Q: 3 clusters Score -2043862 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2043905.750000 Penalty: 4820.008789
	Iteration 36Q: 3 clusters Score -2043906 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2043941.875000 Penalty: 4820.008789
	Iteration 37Q: 3 clusters Score -2043942 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2043979.125000 Penalty: 4820.008789
	Iteration 38Q: 3 clusters Score -2043979 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2043993.625000 Penalty: 4820.008789
	Iteration 39Q: 3 clusters Score -2043994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2044015.875000 Penalty: 4820.008789
	Iteration 40F: 3 clusters Score -2044016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2044030.125000 Penalty: 4820.008789
	Iteration 41Q: 3 clusters Score -2044030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2044041.000000 Penalty: 4820.008789
	Iteration 42Q: 3 clusters Score -2044041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2044054.250000 Penalty: 4820.008789
	Iteration 43Q: 3 clusters Score -2044054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2044064.500000 Penalty: 4820.008789
	Iteration 44Q: 3 clusters Score -2044064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2044067.000000 Penalty: 4820.008789
	Iteration 45Q: 3 clusters Score -2044067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2044078.875000 Penalty: 4820.008789
	Iteration 46Q: 3 clusters Score -2044079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2044087.250000 Penalty: 4820.008789
	Iteration 47Q: 3 clusters Score -2044087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2044094.625000 Penalty: 4820.008789
	Iteration 48Q: 3 clusters Score -2044095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2044098.875000 Penalty: 4820.008789
	Iteration 49Q: 3 clusters Score -2044099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2044108.375000 Penalty: 4820.008789
	Iteration 50Q: 3 clusters Score -2044108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2044108.750000 Penalty: 4820.008789
	Iteration 51Q: 3 clusters Score -2044109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2044113.250000 Penalty: 4820.008789
	Iteration 52Q: 3 clusters Score -2044113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2044124.625000 Penalty: 4820.008789
	Iteration 53Q: 3 clusters Score -2044125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2044138.750000 Penalty: 4820.008789
	Iteration 54Q: 3 clusters Score -2044139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2044145.875000 Penalty: 4820.008789
	Iteration 55Q: 3 clusters Score -2044146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2044165.375000 Penalty: 4820.008789
	Iteration 56Q: 3 clusters Score -2044165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2044166.000000 Penalty: 4820.008789
	Iteration 57Q: 3 clusters Score -2044166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2044181.125000 Penalty: 4820.008789
	Iteration 58Q: 3 clusters Score -2044181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2044184.375000 Penalty: 4820.008789
	Iteration 59Q: 3 clusters Score -2044184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2044186.875000 Penalty: 4820.008789
	Iteration 60F: 3 clusters Score -2044187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2044191.625000 Penalty: 4820.008789
	Iteration 61Q: 3 clusters Score -2044192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2044195.625000 Penalty: 4820.008789
	Iteration 62Q: 3 clusters Score -2044196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2044196.125000 Penalty: 4820.008789
	Iteration 63Q: 3 clusters Score -2044196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2044199.625000 Penalty: 4820.008789
	Iteration 64Q: 3 clusters Score -2044200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2044205.375000 Penalty: 4820.008789
	Iteration 65Q: 3 clusters Score -2044205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2044209.250000 Penalty: 4820.008789
	Iteration 66Q: 3 clusters Score -2044209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2044216.375000 Penalty: 4820.008789
	Iteration 67Q: 3 clusters Score -2044216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2044222.625000 Penalty: 4820.008789
	Iteration 68Q: 3 clusters Score -2044223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2044219.375000 Penalty: 4820.008789
	Iteration 69Q: 3 clusters Score -2044219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2044225.125000 Penalty: 4820.008789
	Iteration 70Q: 3 clusters Score -2044225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2044224.875000 Penalty: 4820.008789
	Iteration 71Q: 3 clusters Score -2044225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2044224.875000 Penalty: 4820.008789
	Iteration 72F: 3 clusters Score -2044225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -263231.156250 Penalty: 1908.435181
	Iteration 0F: 2 clusters Score -263231.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -260515.296875 Penalty: 3816.870361
	Iteration 0F: 3 clusters Score -260515.3 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -261019.656250 Penalty: 3816.870361
	Iteration 1F: 3 clusters Score -261019.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -261165.078125 Penalty: 3816.870361
	Iteration 2F: 3 clusters Score -261165.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -261239.015625 Penalty: 3816.870361
	Iteration 3Q: 3 clusters Score -261239 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -261284.203125 Penalty: 3816.870361
	Iteration 4Q: 3 clusters Score -261284.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -261316.546875 Penalty: 3816.870361
	Iteration 5Q: 3 clusters Score -261316.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -261349.921875 Penalty: 3816.870361
	Iteration 6Q: 3 clusters Score -261349.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -261381.625000 Penalty: 3816.870361
	Iteration 7Q: 3 clusters Score -261381.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -261415.906250 Penalty: 3816.870361
	Iteration 8Q: 3 clusters Score -261415.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -261450.562500 Penalty: 3816.870361
	Iteration 9Q: 3 clusters Score -261450.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -261489.375000 Penalty: 3816.870361
	Iteration 10Q: 3 clusters Score -261489.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -261526.921875 Penalty: 3816.870361
	Iteration 11Q: 3 clusters Score -261526.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -261563.859375 Penalty: 3816.870361
	Iteration 12Q: 3 clusters Score -261563.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -261606.343750 Penalty: 3816.870361
	Iteration 13Q: 3 clusters Score -261606.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -261647.593750 Penalty: 3816.870361
	Iteration 14Q: 3 clusters Score -261647.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -261691.875000 Penalty: 3816.870361
	Iteration 15Q: 3 clusters Score -261691.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -261716.765625 Penalty: 3816.870361
	Iteration 16Q: 3 clusters Score -261716.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -261730.890625 Penalty: 3816.870361
	Iteration 17Q: 3 clusters Score -261730.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -261742.968750 Penalty: 3816.870361
	Iteration 18Q: 3 clusters Score -261743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -261755.453125 Penalty: 3816.870361
	Iteration 19Q: 3 clusters Score -261755.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -261767.625000 Penalty: 3816.870361
	Iteration 20F: 3 clusters Score -261767.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -261777.781250 Penalty: 3816.870361
	Iteration 21Q: 3 clusters Score -261777.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -261789.453125 Penalty: 3816.870361
	Iteration 22Q: 3 clusters Score -261789.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -261798.218750 Penalty: 3816.870361
	Iteration 23Q: 3 clusters Score -261798.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -261802.687500 Penalty: 3816.870361
	Iteration 24Q: 3 clusters Score -261802.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -261809.187500 Penalty: 3816.870361
	Iteration 25Q: 3 clusters Score -261809.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -261815.328125 Penalty: 3816.870361
	Iteration 26Q: 3 clusters Score -261815.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -261822.593750 Penalty: 3816.870361
	Iteration 27Q: 3 clusters Score -261822.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -261824.515625 Penalty: 3816.870361
	Iteration 28Q: 3 clusters Score -261824.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -261824.515625 Penalty: 3816.870361
	Iteration 29F: 3 clusters Score -261824.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Entering Unmasked Estep 
Score: -1236365.500000 Penalty: 2271.391357
	Iteration 0F: 2 clusters Score -1236366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1229018.250000 Penalty: 4542.782715
	Iteration 0F: 3 clusters Score -1229018 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1231170.500000 Penalty: 4542.782715
	Iteration 1F: 3 clusters Score -1231170 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1231550.500000 Penalty: 4542.782715
	Iteration 2F: 3 clusters Score -1231550 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1231872.750000 Penalty: 4542.782715
	Iteration 3F: 3 clusters Score -1231873 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1232204.750000 Penalty: 4542.782715
	Iteration 4F: 3 clusters Score -1232205 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1232556.125000 Penalty: 4542.782715
	Iteration 5F: 3 clusters Score -1232556 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1232965.625000 Penalty: 4542.782715
	Iteration 6F: 3 clusters Score -1232966 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1233367.250000 Penalty: 4542.782715
	Iteration 7F: 3 clusters Score -1233367 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1233752.500000 Penalty: 4542.782715
	Iteration 8F: 3 clusters Score -1233752 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1234094.250000 Penalty: 4542.782715
	Iteration 9Q: 3 clusters Score -1234094 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1234410.000000 Penalty: 4542.782715
	Iteration 10Q: 3 clusters Score -1234410 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1234689.125000 Penalty: 4542.782715
	Iteration 11Q: 3 clusters Score -1234689 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1234920.500000 Penalty: 4542.782715
	Iteration 12Q: 3 clusters Score -1234920 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1235055.125000 Penalty: 4542.782715
	Iteration 13Q: 3 clusters Score -1235055 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1235148.375000 Penalty: 4542.782715
	Iteration 14Q: 3 clusters Score -1235148 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1235220.125000 Penalty: 4542.782715
	Iteration 15Q: 3 clusters Score -1235220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1235248.625000 Penalty: 4542.782715
	Iteration 16Q: 3 clusters Score -1235249 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1235282.750000 Penalty: 4542.782715
	Iteration 17Q: 3 clusters Score -1235283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1235301.500000 Penalty: 4542.782715
	Iteration 18Q: 3 clusters Score -1235302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1235315.875000 Penalty: 4542.782715
	Iteration 19Q: 3 clusters Score -1235316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1235328.750000 Penalty: 4542.782715
	Iteration 20F: 3 clusters Score -1235329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1235341.750000 Penalty: 4542.782715
	Iteration 21Q: 3 clusters Score -1235342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1235347.875000 Penalty: 4542.782715
	Iteration 22Q: 3 clusters Score -1235348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1235350.000000 Penalty: 4542.782715
	Iteration 23Q: 3 clusters Score -1235350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1235351.875000 Penalty: 4542.782715
	Iteration 24Q: 3 clusters Score -1235352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1235351.875000 Penalty: 4542.782715
	Iteration 25F: 3 clusters Score -1235352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Entering Unmasked Estep 
Score: -926659.812500 Penalty: 2208.852783
	Iteration 0F: 2 clusters Score -926659.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -920708.250000 Penalty: 4417.705566
	Iteration 0F: 3 clusters Score -920708.2 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -922292.875000 Penalty: 4417.705566
	Iteration 1F: 3 clusters Score -922292.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -922544.000000 Penalty: 4417.705566
	Iteration 2F: 3 clusters Score -922544 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -922725.000000 Penalty: 4417.705566
	Iteration 3Q: 3 clusters Score -922725 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -922895.875000 Penalty: 4417.705566
	Iteration 4Q: 3 clusters Score -922895.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -923065.312500 Penalty: 4417.705566
	Iteration 5Q: 3 clusters Score -923065.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -923217.875000 Penalty: 4417.705566
	Iteration 6Q: 3 clusters Score -923217.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -923382.875000 Penalty: 4417.705566
	Iteration 7Q: 3 clusters Score -923382.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -923565.812500 Penalty: 4417.705566
	Iteration 8Q: 3 clusters Score -923565.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -923792.187500 Penalty: 4417.705566
	Iteration 9Q: 3 clusters Score -923792.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -924021.500000 Penalty: 4417.705566
	Iteration 10Q: 3 clusters Score -924021.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -924220.812500 Penalty: 4417.705566
	Iteration 11Q: 3 clusters Score -924220.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -924348.125000 Penalty: 4417.705566
	Iteration 12Q: 3 clusters Score -924348.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -924435.687500 Penalty: 4417.705566
	Iteration 13Q: 3 clusters Score -924435.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -924487.750000 Penalty: 4417.705566
	Iteration 14Q: 3 clusters Score -924487.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -924517.437500 Penalty: 4417.705566
	Iteration 15Q: 3 clusters Score -924517.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -924543.250000 Penalty: 4417.705566
	Iteration 16Q: 3 clusters Score -924543.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -924565.812500 Penalty: 4417.705566
	Iteration 17Q: 3 clusters Score -924565.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -924585.500000 Penalty: 4417.705566
	Iteration 18Q: 3 clusters Score -924585.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -924591.937500 Penalty: 4417.705566
	Iteration 19Q: 3 clusters Score -924591.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -924601.437500 Penalty: 4417.705566
	Iteration 20F: 3 clusters Score -924601.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -924609.562500 Penalty: 4417.705566
	Iteration 21Q: 3 clusters Score -924609.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -924614.375000 Penalty: 4417.705566
	Iteration 22Q: 3 clusters Score -924614.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -924620.437500 Penalty: 4417.705566
	Iteration 23Q: 3 clusters Score -924620.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -924624.250000 Penalty: 4417.705566
	Iteration 24Q: 3 clusters Score -924624.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -924627.687500 Penalty: 4417.705566
	Iteration 25Q: 3 clusters Score -924627.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -924629.125000 Penalty: 4417.705566
	Iteration 26Q: 3 clusters Score -924629.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -924635.375000 Penalty: 4417.705566
	Iteration 27Q: 3 clusters Score -924635.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -924635.500000 Penalty: 4417.705566
	Iteration 28Q: 3 clusters Score -924635.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -924636.437500 Penalty: 4417.705566
	Iteration 29Q: 3 clusters Score -924636.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -924638.687500 Penalty: 4417.705566
	Iteration 30Q: 3 clusters Score -924638.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -924642.812500 Penalty: 4417.705566
	Iteration 31Q: 3 clusters Score -924642.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -924643.687500 Penalty: 4417.705566
	Iteration 32Q: 3 clusters Score -924643.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -924644.125000 Penalty: 4417.705566
	Iteration 33Q: 3 clusters Score -924644.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -924642.750000 Penalty: 4417.705566
	Iteration 34Q: 3 clusters Score -924642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -924643.625000 Penalty: 4417.705566
	Iteration 35Q: 3 clusters Score -924643.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -924643.625000 Penalty: 4417.705566
	Iteration 36F: 3 clusters Score -924643.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -67226.609375 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -67226.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65745.906250 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -65745.91 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66130.226562 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -66130.23 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66549.250000 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -66549.25 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -67009.382812 Penalty: 3213.340576
	Iteration 3F: 3 clusters Score -67009.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -67488.632812 Penalty: 3213.340576
	Iteration 4F: 3 clusters Score -67488.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -67758.031250 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -67758.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -67809.609375 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -67809.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -67852.078125 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -67852.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -67866.976562 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -67866.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -67868.617188 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -67868.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -67868.617188 Penalty: 3213.340576
	Iteration 10F: 3 clusters Score -67868.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6315 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 17394 members 
Mstep: Class 10 contains 171858 members 
Mstep: Class 11 contains 11788 members 
Mstep: Class 12 contains 175994 members 
Mstep: Class 13 contains 65375 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7476 members 
Mstep: Class 17 contains 131285 members 
Mstep: Class 18 contains 98359 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89414 members 
Mstep: Class 21 contains 73052 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47876 members 
Mstep: Class 28 contains 18461 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78230 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11478 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Mstep: Class 43 contains 181 members 
Entering Unmasked Estep 
Score: -150948416.000000 Penalty: 149390.437500
Splitting cluster 8 changes total score from -150949312.000000 to -150948416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (17394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Entering Unmasked Estep 
Score: -2115036.000000 Penalty: 2421.442383
	Iteration 0F: 2 clusters Score -2115036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2102644.750000 Penalty: 4842.884766
	Iteration 0F: 3 clusters Score -2102645 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2106812.500000 Penalty: 4842.884766
	Iteration 1F: 3 clusters Score -2106812 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2107306.000000 Penalty: 4842.884766
	Iteration 2F: 3 clusters Score -2107306 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2107796.750000 Penalty: 4842.884766
	Iteration 3F: 3 clusters Score -2107797 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2108299.250000 Penalty: 4842.884766
	Iteration 4Q: 3 clusters Score -2108299 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2108812.500000 Penalty: 4842.884766
	Iteration 5F: 3 clusters Score -2108812 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2109264.500000 Penalty: 4842.884766
	Iteration 6Q: 3 clusters Score -2109264 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2109623.000000 Penalty: 4842.884766
	Iteration 7Q: 3 clusters Score -2109623 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2109939.000000 Penalty: 4842.884766
	Iteration 8Q: 3 clusters Score -2109939 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2110258.500000 Penalty: 4842.884766
	Iteration 9Q: 3 clusters Score -2110258 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2110533.750000 Penalty: 4842.884766
	Iteration 10Q: 3 clusters Score -2110534 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2110751.500000 Penalty: 4842.884766
	Iteration 11Q: 3 clusters Score -2110752 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2110959.500000 Penalty: 4842.884766
	Iteration 12Q: 3 clusters Score -2110960 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2111132.750000 Penalty: 4842.884766
	Iteration 13Q: 3 clusters Score -2111133 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2111317.500000 Penalty: 4842.884766
	Iteration 14Q: 3 clusters Score -2111318 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2111507.000000 Penalty: 4842.884766
	Iteration 15Q: 3 clusters Score -2111507 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2111716.000000 Penalty: 4842.884766
	Iteration 16Q: 3 clusters Score -2111716 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2111917.000000 Penalty: 4842.884766
	Iteration 17Q: 3 clusters Score -2111917 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2112116.250000 Penalty: 4842.884766
	Iteration 18Q: 3 clusters Score -2112116 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2112264.000000 Penalty: 4842.884766
	Iteration 19Q: 3 clusters Score -2112264 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2112380.750000 Penalty: 4842.884766
	Iteration 20F: 3 clusters Score -2112381 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2112466.250000 Penalty: 4842.884766
	Iteration 21Q: 3 clusters Score -2112466 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2112528.750000 Penalty: 4842.884766
	Iteration 22Q: 3 clusters Score -2112529 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2112586.000000 Penalty: 4842.884766
	Iteration 23Q: 3 clusters Score -2112586 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2112635.750000 Penalty: 4842.884766
	Iteration 24Q: 3 clusters Score -2112636 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2112681.000000 Penalty: 4842.884766
	Iteration 25Q: 3 clusters Score -2112681 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2112721.750000 Penalty: 4842.884766
	Iteration 26Q: 3 clusters Score -2112722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2112752.750000 Penalty: 4842.884766
	Iteration 27Q: 3 clusters Score -2112753 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2112791.250000 Penalty: 4842.884766
	Iteration 28Q: 3 clusters Score -2112791 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2112817.250000 Penalty: 4842.884766
	Iteration 29Q: 3 clusters Score -2112817 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2112835.750000 Penalty: 4842.884766
	Iteration 30Q: 3 clusters Score -2112836 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2112858.250000 Penalty: 4842.884766
	Iteration 31Q: 3 clusters Score -2112858 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2112885.250000 Penalty: 4842.884766
	Iteration 32Q: 3 clusters Score -2112885 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2112897.750000 Penalty: 4842.884766
	Iteration 33Q: 3 clusters Score -2112898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2112911.500000 Penalty: 4842.884766
	Iteration 34Q: 3 clusters Score -2112912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2112919.000000 Penalty: 4842.884766
	Iteration 35Q: 3 clusters Score -2112919 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2112929.500000 Penalty: 4842.884766
	Iteration 36Q: 3 clusters Score -2112930 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2112940.500000 Penalty: 4842.884766
	Iteration 37Q: 3 clusters Score -2112940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2112962.500000 Penalty: 4842.884766
	Iteration 38Q: 3 clusters Score -2112962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2112971.750000 Penalty: 4842.884766
	Iteration 39Q: 3 clusters Score -2112972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2112983.000000 Penalty: 4842.884766
	Iteration 40F: 3 clusters Score -2112983 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2112993.750000 Penalty: 4842.884766
	Iteration 41Q: 3 clusters Score -2112994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2113012.500000 Penalty: 4842.884766
	Iteration 42Q: 3 clusters Score -2113012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2113023.500000 Penalty: 4842.884766
	Iteration 43Q: 3 clusters Score -2113024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2113037.000000 Penalty: 4842.884766
	Iteration 44Q: 3 clusters Score -2113037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2113053.750000 Penalty: 4842.884766
	Iteration 45Q: 3 clusters Score -2113054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2113059.500000 Penalty: 4842.884766
	Iteration 46Q: 3 clusters Score -2113060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2113072.000000 Penalty: 4842.884766
	Iteration 47Q: 3 clusters Score -2113072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2113082.750000 Penalty: 4842.884766
	Iteration 48Q: 3 clusters Score -2113083 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2113095.250000 Penalty: 4842.884766
	Iteration 49Q: 3 clusters Score -2113095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2113100.250000 Penalty: 4842.884766
	Iteration 50Q: 3 clusters Score -2113100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2113106.000000 Penalty: 4842.884766
	Iteration 51Q: 3 clusters Score -2113106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2113109.500000 Penalty: 4842.884766
	Iteration 52Q: 3 clusters Score -2113110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2113120.250000 Penalty: 4842.884766
	Iteration 53Q: 3 clusters Score -2113120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2113126.750000 Penalty: 4842.884766
	Iteration 54Q: 3 clusters Score -2113127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2113128.250000 Penalty: 4842.884766
	Iteration 55Q: 3 clusters Score -2113128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2113136.000000 Penalty: 4842.884766
	Iteration 56Q: 3 clusters Score -2113136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2113144.000000 Penalty: 4842.884766
	Iteration 57Q: 3 clusters Score -2113144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2113155.500000 Penalty: 4842.884766
	Iteration 58Q: 3 clusters Score -2113156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2113163.000000 Penalty: 4842.884766
	Iteration 59Q: 3 clusters Score -2113163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2113164.000000 Penalty: 4842.884766
	Iteration 60F: 3 clusters Score -2113164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2113167.500000 Penalty: 4842.884766
	Iteration 61Q: 3 clusters Score -2113168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2113173.500000 Penalty: 4842.884766
	Iteration 62Q: 3 clusters Score -2113174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2113170.500000 Penalty: 4842.884766
	Iteration 63Q: 3 clusters Score -2113170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2113175.750000 Penalty: 4842.884766
	Iteration 64Q: 3 clusters Score -2113176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2113176.250000 Penalty: 4842.884766
	Iteration 65Q: 3 clusters Score -2113176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2113180.750000 Penalty: 4842.884766
	Iteration 66Q: 3 clusters Score -2113181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2113180.000000 Penalty: 4842.884766
	Iteration 67Q: 3 clusters Score -2113180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2113182.750000 Penalty: 4842.884766
	Iteration 68Q: 3 clusters Score -2113183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2113182.750000 Penalty: 4842.884766
	Iteration 69F: 3 clusters Score -2113183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (171858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171858 members 
Entering Unmasked Estep 
Score: -22244078.000000 Penalty: 2989.497314
	Iteration 0F: 2 clusters Score -2.224408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86046 members 
Mstep: Class 2 contains 85812 members 
Entering Unmasked Estep 
Score: -22134568.000000 Penalty: 5978.994629
	Iteration 0F: 3 clusters Score -2.213457e+07 nChanged 82306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88954 members 
Mstep: Class 2 contains 82904 members 
Entering Unmasked Estep 
Score: -22183766.000000 Penalty: 5978.994629
	Iteration 1F: 3 clusters Score -2.218377e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91210 members 
Mstep: Class 2 contains 80648 members 
Entering Unmasked Estep 
Score: -22185092.000000 Penalty: 5978.994629
	Iteration 2Q: 3 clusters Score -2.218509e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94683 members 
Mstep: Class 2 contains 77175 members 
Entering Unmasked Estep 
Score: -22186844.000000 Penalty: 5978.994629
	Iteration 3Q: 3 clusters Score -2.218684e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99956 members 
Mstep: Class 2 contains 71902 members 
Entering Unmasked Estep 
Score: -22189816.000000 Penalty: 5978.994629
	Iteration 4Q: 3 clusters Score -2.218982e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107636 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -22194594.000000 Penalty: 5978.994629
	Iteration 5F: 3 clusters Score -2.219459e+07 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117877 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -22201698.000000 Penalty: 5978.994629
	Iteration 6F: 3 clusters Score -2.22017e+07 nChanged 13114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129755 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -22210218.000000 Penalty: 5978.994629
	Iteration 7F: 3 clusters Score -2.221022e+07 nChanged 12328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141335 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -22218992.000000 Penalty: 5978.994629
	Iteration 8F: 3 clusters Score -2.221899e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151500 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -22227066.000000 Penalty: 5978.994629
	Iteration 9F: 3 clusters Score -2.222707e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159651 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -22233468.000000 Penalty: 5978.994629
	Iteration 10Q: 3 clusters Score -2.223347e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165489 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -22237672.000000 Penalty: 5978.994629
	Iteration 11Q: 3 clusters Score -2.223767e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168874 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -22239778.000000 Penalty: 5978.994629
	Iteration 12Q: 3 clusters Score -2.223978e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170410 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -22240742.000000 Penalty: 5978.994629
	Iteration 13Q: 3 clusters Score -2.224074e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170969 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -22241076.000000 Penalty: 5978.994629
	Iteration 14Q: 3 clusters Score -2.224108e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171230 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22241222.000000 Penalty: 5978.994629
	Iteration 15Q: 3 clusters Score -2.224122e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171345 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -22241334.000000 Penalty: 5978.994629
	Iteration 16Q: 3 clusters Score -2.224133e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171394 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -22241388.000000 Penalty: 5978.994629
	Iteration 17Q: 3 clusters Score -2.224139e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171428 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -22241470.000000 Penalty: 5978.994629
	Iteration 18Q: 3 clusters Score -2.224147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171434 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -22241478.000000 Penalty: 5978.994629
	Iteration 19Q: 3 clusters Score -2.224148e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171445 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -22241498.000000 Penalty: 5978.994629
	Iteration 20F: 3 clusters Score -2.22415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171454 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -22241500.000000 Penalty: 5978.994629
	Iteration 21Q: 3 clusters Score -2.22415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171464 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22241536.000000 Penalty: 5978.994629
	Iteration 22Q: 3 clusters Score -2.224154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171465 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -22241556.000000 Penalty: 5978.994629
	Iteration 23Q: 3 clusters Score -2.224156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171468 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -22241552.000000 Penalty: 5978.994629
	Iteration 24Q: 3 clusters Score -2.224155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171468 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -22241564.000000 Penalty: 5978.994629
	Iteration 25Q: 3 clusters Score -2.224156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171469 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22241584.000000 Penalty: 5978.994629
	Iteration 26Q: 3 clusters Score -2.224158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171473 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -22241580.000000 Penalty: 5978.994629
	Iteration 27Q: 3 clusters Score -2.224158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171474 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22241584.000000 Penalty: 5978.994629
	Iteration 28Q: 3 clusters Score -2.224158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171479 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -22241572.000000 Penalty: 5978.994629
	Iteration 29Q: 3 clusters Score -2.224157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171476 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -22241582.000000 Penalty: 5978.994629
	Iteration 30Q: 3 clusters Score -2.224158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171475 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -22241588.000000 Penalty: 5978.994629
	Iteration 31Q: 3 clusters Score -2.224159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171476 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -22241586.000000 Penalty: 5978.994629
	Iteration 32Q: 3 clusters Score -2.224159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171477 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -22241584.000000 Penalty: 5978.994629
	Iteration 33Q: 3 clusters Score -2.224158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171477 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -22241584.000000 Penalty: 5978.994629
	Iteration 34F: 3 clusters Score -2.224158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Entering Unmasked Estep 
Score: -1423536.750000 Penalty: 2324.959473
	Iteration 0F: 2 clusters Score -1423537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1414739.375000 Penalty: 4649.918945
	Iteration 0F: 3 clusters Score -1414739 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1417547.875000 Penalty: 4649.918945
	Iteration 1F: 3 clusters Score -1417548 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1418110.750000 Penalty: 4649.918945
	Iteration 2F: 3 clusters Score -1418111 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1418589.500000 Penalty: 4649.918945
	Iteration 3F: 3 clusters Score -1418590 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1418976.500000 Penalty: 4649.918945
	Iteration 4F: 3 clusters Score -1418976 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1419354.125000 Penalty: 4649.918945
	Iteration 5F: 3 clusters Score -1419354 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1419704.375000 Penalty: 4649.918945
	Iteration 6F: 3 clusters Score -1419704 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1420011.625000 Penalty: 4649.918945
	Iteration 7Q: 3 clusters Score -1420012 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1420282.750000 Penalty: 4649.918945
	Iteration 8Q: 3 clusters Score -1420283 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1420497.125000 Penalty: 4649.918945
	Iteration 9Q: 3 clusters Score -1420497 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1420673.125000 Penalty: 4649.918945
	Iteration 10Q: 3 clusters Score -1420673 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1420820.125000 Penalty: 4649.918945
	Iteration 11Q: 3 clusters Score -1420820 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1420919.625000 Penalty: 4649.918945
	Iteration 12Q: 3 clusters Score -1420920 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1421005.375000 Penalty: 4649.918945
	Iteration 13Q: 3 clusters Score -1421005 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1421078.250000 Penalty: 4649.918945
	Iteration 14Q: 3 clusters Score -1421078 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1421141.000000 Penalty: 4649.918945
	Iteration 15Q: 3 clusters Score -1421141 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1421187.375000 Penalty: 4649.918945
	Iteration 16Q: 3 clusters Score -1421187 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1421227.125000 Penalty: 4649.918945
	Iteration 17Q: 3 clusters Score -1421227 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1421268.125000 Penalty: 4649.918945
	Iteration 18Q: 3 clusters Score -1421268 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1421300.375000 Penalty: 4649.918945
	Iteration 19Q: 3 clusters Score -1421300 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1421334.500000 Penalty: 4649.918945
	Iteration 20F: 3 clusters Score -1421334 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1421362.875000 Penalty: 4649.918945
	Iteration 21Q: 3 clusters Score -1421363 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1421396.250000 Penalty: 4649.918945
	Iteration 22Q: 3 clusters Score -1421396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1421423.375000 Penalty: 4649.918945
	Iteration 23Q: 3 clusters Score -1421423 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1421451.375000 Penalty: 4649.918945
	Iteration 24Q: 3 clusters Score -1421451 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1421475.125000 Penalty: 4649.918945
	Iteration 25Q: 3 clusters Score -1421475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1421488.000000 Penalty: 4649.918945
	Iteration 26Q: 3 clusters Score -1421488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1421500.000000 Penalty: 4649.918945
	Iteration 27Q: 3 clusters Score -1421500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1421506.125000 Penalty: 4649.918945
	Iteration 28Q: 3 clusters Score -1421506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1421514.000000 Penalty: 4649.918945
	Iteration 29Q: 3 clusters Score -1421514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1421530.250000 Penalty: 4649.918945
	Iteration 30Q: 3 clusters Score -1421530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1421544.625000 Penalty: 4649.918945
	Iteration 31Q: 3 clusters Score -1421545 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1421565.750000 Penalty: 4649.918945
	Iteration 32Q: 3 clusters Score -1421566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1421591.500000 Penalty: 4649.918945
	Iteration 33Q: 3 clusters Score -1421592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1421605.750000 Penalty: 4649.918945
	Iteration 34Q: 3 clusters Score -1421606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1421615.750000 Penalty: 4649.918945
	Iteration 35Q: 3 clusters Score -1421616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1421626.000000 Penalty: 4649.918945
	Iteration 36Q: 3 clusters Score -1421626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1421632.625000 Penalty: 4649.918945
	Iteration 37Q: 3 clusters Score -1421633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1421637.250000 Penalty: 4649.918945
	Iteration 38Q: 3 clusters Score -1421637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1421642.750000 Penalty: 4649.918945
	Iteration 39Q: 3 clusters Score -1421643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1421645.000000 Penalty: 4649.918945
	Iteration 40F: 3 clusters Score -1421645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1421644.000000 Penalty: 4649.918945
	Iteration 41Q: 3 clusters Score -1421644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1421647.000000 Penalty: 4649.918945
	Iteration 42Q: 3 clusters Score -1421647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1421646.125000 Penalty: 4649.918945
	Iteration 43Q: 3 clusters Score -1421646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1421646.875000 Penalty: 4649.918945
	Iteration 44Q: 3 clusters Score -1421647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1421649.875000 Penalty: 4649.918945
	Iteration 45Q: 3 clusters Score -1421650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1421655.375000 Penalty: 4649.918945
	Iteration 46Q: 3 clusters Score -1421655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1421654.375000 Penalty: 4649.918945
	Iteration 47Q: 3 clusters Score -1421654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1421660.750000 Penalty: 4649.918945
	Iteration 48Q: 3 clusters Score -1421661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1421665.500000 Penalty: 4649.918945
	Iteration 49Q: 3 clusters Score -1421666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1421662.875000 Penalty: 4649.918945
	Iteration 50Q: 3 clusters Score -1421663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1421663.125000 Penalty: 4649.918945
	Iteration 51Q: 3 clusters Score -1421663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1421664.500000 Penalty: 4649.918945
	Iteration 52Q: 3 clusters Score -1421664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1421664.750000 Penalty: 4649.918945
	Iteration 53Q: 3 clusters Score -1421665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1421664.750000 Penalty: 4649.918945
	Iteration 54F: 3 clusters Score -1421665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (175994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175994 members 
Entering Unmasked Estep 
Score: -22566664.000000 Penalty: 2995.394775
	Iteration 0F: 2 clusters Score -2.256666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87818 members 
Mstep: Class 2 contains 88176 members 
Entering Unmasked Estep 
Score: -22448742.000000 Penalty: 5990.789551
	Iteration 0F: 3 clusters Score -2.244874e+07 nChanged 84593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84131 members 
Mstep: Class 2 contains 91863 members 
Entering Unmasked Estep 
Score: -22498664.000000 Penalty: 5990.789551
	Iteration 1F: 3 clusters Score -2.249866e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 93915 members 
Entering Unmasked Estep 
Score: -22500062.000000 Penalty: 5990.789551
	Iteration 2Q: 3 clusters Score -2.250006e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79013 members 
Mstep: Class 2 contains 96981 members 
Entering Unmasked Estep 
Score: -22502022.000000 Penalty: 5990.789551
	Iteration 3Q: 3 clusters Score -2.250202e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74381 members 
Mstep: Class 2 contains 101613 members 
Entering Unmasked Estep 
Score: -22504708.000000 Penalty: 5990.789551
	Iteration 4Q: 3 clusters Score -2.250471e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 108175 members 
Entering Unmasked Estep 
Score: -22509012.000000 Penalty: 5990.789551
	Iteration 5Q: 3 clusters Score -2.250901e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 116985 members 
Entering Unmasked Estep 
Score: -22515302.000000 Penalty: 5990.789551
	Iteration 6F: 3 clusters Score -2.25153e+07 nChanged 11926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 127857 members 
Entering Unmasked Estep 
Score: -22524282.000000 Penalty: 5990.789551
	Iteration 7F: 3 clusters Score -2.252428e+07 nChanged 12476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 139613 members 
Entering Unmasked Estep 
Score: -22535070.000000 Penalty: 5990.789551
	Iteration 8F: 3 clusters Score -2.253507e+07 nChanged 11009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 150134 members 
Entering Unmasked Estep 
Score: -22545304.000000 Penalty: 5990.789551
	Iteration 9F: 3 clusters Score -2.25453e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 158032 members 
Entering Unmasked Estep 
Score: -22552748.000000 Penalty: 5990.789551
	Iteration 10Q: 3 clusters Score -2.255275e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 163178 members 
Entering Unmasked Estep 
Score: -22557524.000000 Penalty: 5990.789551
	Iteration 11Q: 3 clusters Score -2.255752e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 166442 members 
Entering Unmasked Estep 
Score: -22560418.000000 Penalty: 5990.789551
	Iteration 12Q: 3 clusters Score -2.256042e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 168618 members 
Entering Unmasked Estep 
Score: -22562194.000000 Penalty: 5990.789551
	Iteration 13Q: 3 clusters Score -2.256219e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 170142 members 
Entering Unmasked Estep 
Score: -22563234.000000 Penalty: 5990.789551
	Iteration 14Q: 3 clusters Score -2.256323e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 171178 members 
Entering Unmasked Estep 
Score: -22563832.000000 Penalty: 5990.789551
	Iteration 15Q: 3 clusters Score -2.256383e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 171907 members 
Entering Unmasked Estep 
Score: -22564244.000000 Penalty: 5990.789551
	Iteration 16Q: 3 clusters Score -2.256424e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 172417 members 
Entering Unmasked Estep 
Score: -22564446.000000 Penalty: 5990.789551
	Iteration 17Q: 3 clusters Score -2.256445e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 172812 members 
Entering Unmasked Estep 
Score: -22564650.000000 Penalty: 5990.789551
	Iteration 18Q: 3 clusters Score -2.256465e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 173105 members 
Entering Unmasked Estep 
Score: -22564804.000000 Penalty: 5990.789551
	Iteration 19Q: 3 clusters Score -2.25648e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 173333 members 
Entering Unmasked Estep 
Score: -22564868.000000 Penalty: 5990.789551
	Iteration 20F: 3 clusters Score -2.256487e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 173475 members 
Entering Unmasked Estep 
Score: -22564910.000000 Penalty: 5990.789551
	Iteration 21Q: 3 clusters Score -2.256491e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 173579 members 
Entering Unmasked Estep 
Score: -22564952.000000 Penalty: 5990.789551
	Iteration 22Q: 3 clusters Score -2.256495e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 173664 members 
Entering Unmasked Estep 
Score: -22564986.000000 Penalty: 5990.789551
	Iteration 23Q: 3 clusters Score -2.256499e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 173732 members 
Entering Unmasked Estep 
Score: -22565004.000000 Penalty: 5990.789551
	Iteration 24Q: 3 clusters Score -2.2565e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 173799 members 
Entering Unmasked Estep 
Score: -22565030.000000 Penalty: 5990.789551
	Iteration 25Q: 3 clusters Score -2.256503e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 173857 members 
Entering Unmasked Estep 
Score: -22565062.000000 Penalty: 5990.789551
	Iteration 26Q: 3 clusters Score -2.256506e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 173905 members 
Entering Unmasked Estep 
Score: -22565114.000000 Penalty: 5990.789551
	Iteration 27Q: 3 clusters Score -2.256511e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 173947 members 
Entering Unmasked Estep 
Score: -22565138.000000 Penalty: 5990.789551
	Iteration 28Q: 3 clusters Score -2.256514e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 173968 members 
Entering Unmasked Estep 
Score: -22565146.000000 Penalty: 5990.789551
	Iteration 29Q: 3 clusters Score -2.256515e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 173992 members 
Entering Unmasked Estep 
Score: -22565208.000000 Penalty: 5990.789551
	Iteration 30Q: 3 clusters Score -2.256521e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 174013 members 
Entering Unmasked Estep 
Score: -22565198.000000 Penalty: 5990.789551
	Iteration 31Q: 3 clusters Score -2.25652e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 174026 members 
Entering Unmasked Estep 
Score: -22565204.000000 Penalty: 5990.789551
	Iteration 32Q: 3 clusters Score -2.25652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 174043 members 
Entering Unmasked Estep 
Score: -22565200.000000 Penalty: 5990.789551
	Iteration 33Q: 3 clusters Score -2.25652e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 174058 members 
Entering Unmasked Estep 
Score: -22565192.000000 Penalty: 5990.789551
	Iteration 34Q: 3 clusters Score -2.256519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 174067 members 
Entering Unmasked Estep 
Score: -22565182.000000 Penalty: 5990.789551
	Iteration 35Q: 3 clusters Score -2.256518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 174075 members 
Entering Unmasked Estep 
Score: -22565180.000000 Penalty: 5990.789551
	Iteration 36Q: 3 clusters Score -2.256518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 174084 members 
Entering Unmasked Estep 
Score: -22565210.000000 Penalty: 5990.789551
	Iteration 37Q: 3 clusters Score -2.256521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 174089 members 
Entering Unmasked Estep 
Score: -22565202.000000 Penalty: 5990.789551
	Iteration 38Q: 3 clusters Score -2.25652e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 174095 members 
Entering Unmasked Estep 
Score: -22565174.000000 Penalty: 5990.789551
	Iteration 39Q: 3 clusters Score -2.256517e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 174100 members 
Entering Unmasked Estep 
Score: -22565188.000000 Penalty: 5990.789551
	Iteration 40F: 3 clusters Score -2.256519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 174107 members 
Entering Unmasked Estep 
Score: -22565192.000000 Penalty: 5990.789551
	Iteration 41Q: 3 clusters Score -2.256519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 174116 members 
Entering Unmasked Estep 
Score: -22565180.000000 Penalty: 5990.789551
	Iteration 42Q: 3 clusters Score -2.256518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 174120 members 
Entering Unmasked Estep 
Score: -22565208.000000 Penalty: 5990.789551
	Iteration 43Q: 3 clusters Score -2.256521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 174123 members 
Entering Unmasked Estep 
Score: -22565192.000000 Penalty: 5990.789551
	Iteration 44Q: 3 clusters Score -2.256519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 174125 members 
Entering Unmasked Estep 
Score: -22565194.000000 Penalty: 5990.789551
	Iteration 45Q: 3 clusters Score -2.256519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 174127 members 
Entering Unmasked Estep 
Score: -22565194.000000 Penalty: 5990.789551
	Iteration 46Q: 3 clusters Score -2.256519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 174130 members 
Entering Unmasked Estep 
Score: -22565202.000000 Penalty: 5990.789551
	Iteration 47Q: 3 clusters Score -2.25652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 174130 members 
Entering Unmasked Estep 
Score: -22565202.000000 Penalty: 5990.789551
	Iteration 48F: 3 clusters Score -2.25652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Entering Unmasked Estep 
Score: -8347013.000000 Penalty: 2749.798096
	Iteration 0F: 2 clusters Score -8347013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -8303219.000000 Penalty: 5499.596191
	Iteration 0F: 3 clusters Score -8303219 nChanged 30471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -8320400.000000 Penalty: 5499.596191
	Iteration 1F: 3 clusters Score -8320400 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -8321125.000000 Penalty: 5499.596191
	Iteration 2Q: 3 clusters Score -8321125 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -8321971.500000 Penalty: 5499.596191
	Iteration 3Q: 3 clusters Score -8321972 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -8323045.000000 Penalty: 5499.596191
	Iteration 4Q: 3 clusters Score -8323045 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -8324575.000000 Penalty: 5499.596191
	Iteration 5Q: 3 clusters Score -8324575 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -8326885.000000 Penalty: 5499.596191
	Iteration 6F: 3 clusters Score -8326885 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -8330240.500000 Penalty: 5499.596191
	Iteration 7F: 3 clusters Score -8330240 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -8334593.000000 Penalty: 5499.596191
	Iteration 8F: 3 clusters Score -8334593 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -8338846.000000 Penalty: 5499.596191
	Iteration 9F: 3 clusters Score -8338846 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -8341828.500000 Penalty: 5499.596191
	Iteration 10Q: 3 clusters Score -8341828 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -8343482.500000 Penalty: 5499.596191
	Iteration 11Q: 3 clusters Score -8343482 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -8344342.500000 Penalty: 5499.596191
	Iteration 12Q: 3 clusters Score -8344342 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -8344818.500000 Penalty: 5499.596191
	Iteration 13Q: 3 clusters Score -8344818 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 62881 members 
Entering Unmasked Estep 
Score: -8345047.500000 Penalty: 5499.596191
	Iteration 14Q: 3 clusters Score -8345048 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -8345166.500000 Penalty: 5499.596191
	Iteration 15Q: 3 clusters Score -8345166 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -8345210.000000 Penalty: 5499.596191
	Iteration 16Q: 3 clusters Score -8345210 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 63057 members 
Entering Unmasked Estep 
Score: -8345265.000000 Penalty: 5499.596191
	Iteration 17Q: 3 clusters Score -8345265 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 63119 members 
Entering Unmasked Estep 
Score: -8345323.000000 Penalty: 5499.596191
	Iteration 18Q: 3 clusters Score -8345323 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -8345349.000000 Penalty: 5499.596191
	Iteration 19Q: 3 clusters Score -8345349 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 63214 members 
Entering Unmasked Estep 
Score: -8345369.500000 Penalty: 5499.596191
	Iteration 20F: 3 clusters Score -8345370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -8345409.000000 Penalty: 5499.596191
	Iteration 21Q: 3 clusters Score -8345409 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 63301 members 
Entering Unmasked Estep 
Score: -8345443.000000 Penalty: 5499.596191
	Iteration 22Q: 3 clusters Score -8345443 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 63320 members 
Entering Unmasked Estep 
Score: -8345445.000000 Penalty: 5499.596191
	Iteration 23Q: 3 clusters Score -8345445 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -8345471.000000 Penalty: 5499.596191
	Iteration 24Q: 3 clusters Score -8345471 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -8345479.000000 Penalty: 5499.596191
	Iteration 25Q: 3 clusters Score -8345479 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -8345500.000000 Penalty: 5499.596191
	Iteration 26Q: 3 clusters Score -8345500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
Score: -8345506.000000 Penalty: 5499.596191
	Iteration 27Q: 3 clusters Score -8345506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -8345514.000000 Penalty: 5499.596191
	Iteration 28Q: 3 clusters Score -8345514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -8345523.500000 Penalty: 5499.596191
	Iteration 29Q: 3 clusters Score -8345524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 63412 members 
Entering Unmasked Estep 
Score: -8345536.500000 Penalty: 5499.596191
	Iteration 30Q: 3 clusters Score -8345536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 63419 members 
Entering Unmasked Estep 
Score: -8345547.000000 Penalty: 5499.596191
	Iteration 31Q: 3 clusters Score -8345547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -8345554.000000 Penalty: 5499.596191
	Iteration 32Q: 3 clusters Score -8345554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 63429 members 
Entering Unmasked Estep 
Score: -8345544.500000 Penalty: 5499.596191
	Iteration 33Q: 3 clusters Score -8345544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 63442 members 
Entering Unmasked Estep 
Score: -8345539.000000 Penalty: 5499.596191
	Iteration 34Q: 3 clusters Score -8345539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 63447 members 
Entering Unmasked Estep 
Score: -8345551.500000 Penalty: 5499.596191
	Iteration 35Q: 3 clusters Score -8345552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -8345557.000000 Penalty: 5499.596191
	Iteration 36Q: 3 clusters Score -8345557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 63465 members 
Entering Unmasked Estep 
Score: -8345563.500000 Penalty: 5499.596191
	Iteration 37Q: 3 clusters Score -8345564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 63464 members 
Entering Unmasked Estep 
Score: -8345569.500000 Penalty: 5499.596191
	Iteration 38Q: 3 clusters Score -8345570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 63468 members 
Entering Unmasked Estep 
Score: -8345569.000000 Penalty: 5499.596191
	Iteration 39Q: 3 clusters Score -8345569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 63477 members 
Entering Unmasked Estep 
Score: -8345568.500000 Penalty: 5499.596191
	Iteration 40F: 3 clusters Score -8345568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 63486 members 
Entering Unmasked Estep 
Score: -8345574.000000 Penalty: 5499.596191
	Iteration 41Q: 3 clusters Score -8345574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -8345577.000000 Penalty: 5499.596191
	Iteration 42Q: 3 clusters Score -8345577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 63508 members 
Entering Unmasked Estep 
Score: -8345587.500000 Penalty: 5499.596191
	Iteration 43Q: 3 clusters Score -8345588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 63517 members 
Entering Unmasked Estep 
Score: -8345592.500000 Penalty: 5499.596191
	Iteration 44Q: 3 clusters Score -8345592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -8345599.500000 Penalty: 5499.596191
	Iteration 45Q: 3 clusters Score -8345600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 63543 members 
Entering Unmasked Estep 
Score: -8345589.500000 Penalty: 5499.596191
	Iteration 46Q: 3 clusters Score -8345590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 63555 members 
Entering Unmasked Estep 
Score: -8345593.000000 Penalty: 5499.596191
	Iteration 47Q: 3 clusters Score -8345593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 63562 members 
Entering Unmasked Estep 
Score: -8345600.000000 Penalty: 5499.596191
	Iteration 48Q: 3 clusters Score -8345600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 63570 members 
Entering Unmasked Estep 
Score: -8345611.000000 Penalty: 5499.596191
	Iteration 49Q: 3 clusters Score -8345611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 63571 members 
Entering Unmasked Estep 
Score: -8345613.500000 Penalty: 5499.596191
	Iteration 50Q: 3 clusters Score -8345614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 63571 members 
Entering Unmasked Estep 
Score: -8345617.500000 Penalty: 5499.596191
	Iteration 51Q: 3 clusters Score -8345618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 63569 members 
Entering Unmasked Estep 
Score: -8345623.000000 Penalty: 5499.596191
	Iteration 52Q: 3 clusters Score -8345623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 63569 members 
Entering Unmasked Estep 
Score: -8345626.000000 Penalty: 5499.596191
	Iteration 53Q: 3 clusters Score -8345626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 63570 members 
Entering Unmasked Estep 
Score: -8345626.500000 Penalty: 5499.596191
	Iteration 54Q: 3 clusters Score -8345626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 63571 members 
Entering Unmasked Estep 
Score: -8345626.500000 Penalty: 5499.596191
	Iteration 55Q: 3 clusters Score -8345626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -8345632.000000 Penalty: 5499.596191
	Iteration 56Q: 3 clusters Score -8345632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -8345636.500000 Penalty: 5499.596191
	Iteration 57Q: 3 clusters Score -8345636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -8345632.500000 Penalty: 5499.596191
	Iteration 58Q: 3 clusters Score -8345632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 63580 members 
Entering Unmasked Estep 
Score: -8345629.500000 Penalty: 5499.596191
	Iteration 59Q: 3 clusters Score -8345630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -8345634.000000 Penalty: 5499.596191
	Iteration 60F: 3 clusters Score -8345634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
Score: -8345636.000000 Penalty: 5499.596191
	Iteration 61Q: 3 clusters Score -8345636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -8345638.500000 Penalty: 5499.596191
	Iteration 62Q: 3 clusters Score -8345638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -8345656.500000 Penalty: 5499.596191
	Iteration 63Q: 3 clusters Score -8345656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 63593 members 
Entering Unmasked Estep 
Score: -8345656.500000 Penalty: 5499.596191
	Iteration 64Q: 3 clusters Score -8345656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -8345650.500000 Penalty: 5499.596191
	Iteration 65Q: 3 clusters Score -8345650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -8345649.000000 Penalty: 5499.596191
	Iteration 66Q: 3 clusters Score -8345649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 63596 members 
Entering Unmasked Estep 
Score: -8345644.500000 Penalty: 5499.596191
	Iteration 67Q: 3 clusters Score -8345644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -8345646.000000 Penalty: 5499.596191
	Iteration 68Q: 3 clusters Score -8345646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -8345645.000000 Penalty: 5499.596191
	Iteration 69Q: 3 clusters Score -8345645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -8345648.000000 Penalty: 5499.596191
	Iteration 70Q: 3 clusters Score -8345648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 63614 members 
Entering Unmasked Estep 
Score: -8345647.500000 Penalty: 5499.596191
	Iteration 71Q: 3 clusters Score -8345648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -8345655.500000 Penalty: 5499.596191
	Iteration 72Q: 3 clusters Score -8345656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 63621 members 
Entering Unmasked Estep 
Score: -8345655.500000 Penalty: 5499.596191
	Iteration 73Q: 3 clusters Score -8345656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 63621 members 
Entering Unmasked Estep 
Score: -8345656.500000 Penalty: 5499.596191
	Iteration 74Q: 3 clusters Score -8345656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -8345656.000000 Penalty: 5499.596191
	Iteration 75Q: 3 clusters Score -8345656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -8345656.000000 Penalty: 5499.596191
	Iteration 76F: 3 clusters Score -8345656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Entering Unmasked Estep 
Score: -146920.656250 Penalty: 1766.470947
	Iteration 0F: 2 clusters Score -146920.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -144906.109375 Penalty: 3532.941895
	Iteration 0F: 3 clusters Score -144906.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -145349.343750 Penalty: 3532.941895
	Iteration 1F: 3 clusters Score -145349.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -145610.312500 Penalty: 3532.941895
	Iteration 2F: 3 clusters Score -145610.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -145871.187500 Penalty: 3532.941895
	Iteration 3F: 3 clusters Score -145871.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -146276.312500 Penalty: 3532.941895
	Iteration 4F: 3 clusters Score -146276.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -146822.171875 Penalty: 3532.941895
	Iteration 5F: 3 clusters Score -146822.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -147307.812500 Penalty: 3532.941895
	Iteration 6F: 3 clusters Score -147307.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -147624.312500 Penalty: 3532.941895
	Iteration 7F: 3 clusters Score -147624.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -147737.968750 Penalty: 3532.941895
	Iteration 8Q: 3 clusters Score -147738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -147770.890625 Penalty: 3532.941895
	Iteration 9Q: 3 clusters Score -147770.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -147783.765625 Penalty: 3532.941895
	Iteration 10Q: 3 clusters Score -147783.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -147786.593750 Penalty: 3532.941895
	Iteration 11Q: 3 clusters Score -147786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -147790.203125 Penalty: 3532.941895
	Iteration 12Q: 3 clusters Score -147790.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -147823.375000 Penalty: 3532.941895
	Iteration 13Q: 3 clusters Score -147823.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -147829.890625 Penalty: 3532.941895
	Iteration 14Q: 3 clusters Score -147829.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -147841.218750 Penalty: 3532.941895
	Iteration 15Q: 3 clusters Score -147841.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -147848.859375 Penalty: 3532.941895
	Iteration 16Q: 3 clusters Score -147848.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -147849.968750 Penalty: 3532.941895
	Iteration 17Q: 3 clusters Score -147850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -147849.968750 Penalty: 3532.941895
	Iteration 18F: 3 clusters Score -147850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6315 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17394 members 
Mstep: Class 10 contains 171858 members 
Mstep: Class 11 contains 11788 members 
Mstep: Class 12 contains 175994 members 
Mstep: Class 13 contains 65375 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7476 members 
Mstep: Class 17 contains 131285 members 
Mstep: Class 18 contains 98359 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89414 members 
Mstep: Class 21 contains 73052 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47876 members 
Mstep: Class 28 contains 18461 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78230 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11478 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Mstep: Class 43 contains 600 members 
Entering Unmasked Estep 
Score: -150948496.000000 Penalty: 149390.437500
Splitting cluster 14 changes total score from -150949312.000000 to -150948496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -365588.375000 Penalty: 1967.848145
	Iteration 0F: 2 clusters Score -365588.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -362403.468750 Penalty: 3935.696289
	Iteration 0F: 3 clusters Score -362403.5 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -362987.906250 Penalty: 3935.696289
	Iteration 1F: 3 clusters Score -362987.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -363160.812500 Penalty: 3935.696289
	Iteration 2F: 3 clusters Score -363160.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -363260.750000 Penalty: 3935.696289
	Iteration 3Q: 3 clusters Score -363260.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -363325.093750 Penalty: 3935.696289
	Iteration 4Q: 3 clusters Score -363325.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -363367.562500 Penalty: 3935.696289
	Iteration 5Q: 3 clusters Score -363367.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -363392.718750 Penalty: 3935.696289
	Iteration 6Q: 3 clusters Score -363392.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -363406.468750 Penalty: 3935.696289
	Iteration 7Q: 3 clusters Score -363406.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -363418.312500 Penalty: 3935.696289
	Iteration 8Q: 3 clusters Score -363418.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -363428.718750 Penalty: 3935.696289
	Iteration 9Q: 3 clusters Score -363428.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -363440.218750 Penalty: 3935.696289
	Iteration 10Q: 3 clusters Score -363440.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -363454.406250 Penalty: 3935.696289
	Iteration 11Q: 3 clusters Score -363454.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -363463.593750 Penalty: 3935.696289
	Iteration 12Q: 3 clusters Score -363463.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -363473.125000 Penalty: 3935.696289
	Iteration 13Q: 3 clusters Score -363473.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -363480.812500 Penalty: 3935.696289
	Iteration 14Q: 3 clusters Score -363480.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -363489.531250 Penalty: 3935.696289
	Iteration 15Q: 3 clusters Score -363489.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -363495.500000 Penalty: 3935.696289
	Iteration 16Q: 3 clusters Score -363495.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -363498.562500 Penalty: 3935.696289
	Iteration 17Q: 3 clusters Score -363498.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -363501.781250 Penalty: 3935.696289
	Iteration 18Q: 3 clusters Score -363501.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -363504.593750 Penalty: 3935.696289
	Iteration 19Q: 3 clusters Score -363504.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -363507.906250 Penalty: 3935.696289
	Iteration 20F: 3 clusters Score -363507.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -363512.062500 Penalty: 3935.696289
	Iteration 21Q: 3 clusters Score -363512.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -363516.250000 Penalty: 3935.696289
	Iteration 22Q: 3 clusters Score -363516.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -363519.937500 Penalty: 3935.696289
	Iteration 23Q: 3 clusters Score -363519.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -363523.437500 Penalty: 3935.696289
	Iteration 24Q: 3 clusters Score -363523.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -363527.781250 Penalty: 3935.696289
	Iteration 25Q: 3 clusters Score -363527.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -363533.937500 Penalty: 3935.696289
	Iteration 26Q: 3 clusters Score -363533.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -363539.093750 Penalty: 3935.696289
	Iteration 27Q: 3 clusters Score -363539.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -363542.312500 Penalty: 3935.696289
	Iteration 28Q: 3 clusters Score -363542.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -363548.218750 Penalty: 3935.696289
	Iteration 29Q: 3 clusters Score -363548.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -363549.125000 Penalty: 3935.696289
	Iteration 30Q: 3 clusters Score -363549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -363549.968750 Penalty: 3935.696289
	Iteration 31Q: 3 clusters Score -363550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -363551.187500 Penalty: 3935.696289
	Iteration 32Q: 3 clusters Score -363551.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -363551.843750 Penalty: 3935.696289
	Iteration 33Q: 3 clusters Score -363551.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -363552.375000 Penalty: 3935.696289
	Iteration 34Q: 3 clusters Score -363552.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -363552.406250 Penalty: 3935.696289
	Iteration 35Q: 3 clusters Score -363552.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -363552.406250 Penalty: 3935.696289
	Iteration 36F: 3 clusters Score -363552.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Entering Unmasked Estep 
Score: -827895.812500 Penalty: 2212.024414
	Iteration 0F: 2 clusters Score -827895.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -821926.187500 Penalty: 4424.048828
	Iteration 0F: 3 clusters Score -821926.2 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -823841.062500 Penalty: 4424.048828
	Iteration 1F: 3 clusters Score -823841.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -824584.750000 Penalty: 4424.048828
	Iteration 2F: 3 clusters Score -824584.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -825326.312500 Penalty: 4424.048828
	Iteration 3F: 3 clusters Score -825326.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -825930.875000 Penalty: 4424.048828
	Iteration 4F: 3 clusters Score -825930.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -826322.250000 Penalty: 4424.048828
	Iteration 5F: 3 clusters Score -826322.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -826536.687500 Penalty: 4424.048828
	Iteration 6Q: 3 clusters Score -826536.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -826646.250000 Penalty: 4424.048828
	Iteration 7Q: 3 clusters Score -826646.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -826728.250000 Penalty: 4424.048828
	Iteration 8Q: 3 clusters Score -826728.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -826774.500000 Penalty: 4424.048828
	Iteration 9Q: 3 clusters Score -826774.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -826811.562500 Penalty: 4424.048828
	Iteration 10Q: 3 clusters Score -826811.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -826833.625000 Penalty: 4424.048828
	Iteration 11Q: 3 clusters Score -826833.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -826860.750000 Penalty: 4424.048828
	Iteration 12Q: 3 clusters Score -826860.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -826883.812500 Penalty: 4424.048828
	Iteration 13Q: 3 clusters Score -826883.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -826892.812500 Penalty: 4424.048828
	Iteration 14Q: 3 clusters Score -826892.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -826898.937500 Penalty: 4424.048828
	Iteration 15Q: 3 clusters Score -826898.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -826909.250000 Penalty: 4424.048828
	Iteration 16Q: 3 clusters Score -826909.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -826915.250000 Penalty: 4424.048828
	Iteration 17Q: 3 clusters Score -826915.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -826917.937500 Penalty: 4424.048828
	Iteration 18Q: 3 clusters Score -826917.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -826929.250000 Penalty: 4424.048828
	Iteration 19Q: 3 clusters Score -826929.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -826937.375000 Penalty: 4424.048828
	Iteration 20F: 3 clusters Score -826937.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -826948.375000 Penalty: 4424.048828
	Iteration 21Q: 3 clusters Score -826948.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -826953.000000 Penalty: 4424.048828
	Iteration 22Q: 3 clusters Score -826953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -826958.937500 Penalty: 4424.048828
	Iteration 23Q: 3 clusters Score -826958.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -826960.312500 Penalty: 4424.048828
	Iteration 24Q: 3 clusters Score -826960.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -826961.187500 Penalty: 4424.048828
	Iteration 25Q: 3 clusters Score -826961.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -826965.062500 Penalty: 4424.048828
	Iteration 26Q: 3 clusters Score -826965.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -826964.375000 Penalty: 4424.048828
	Iteration 27Q: 3 clusters Score -826964.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -826966.062500 Penalty: 4424.048828
	Iteration 28Q: 3 clusters Score -826966.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -826968.687500 Penalty: 4424.048828
	Iteration 29Q: 3 clusters Score -826968.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -826971.687500 Penalty: 4424.048828
	Iteration 30Q: 3 clusters Score -826971.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -826973.125000 Penalty: 4424.048828
	Iteration 31Q: 3 clusters Score -826973.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -826973.500000 Penalty: 4424.048828
	Iteration 32Q: 3 clusters Score -826973.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -826976.875000 Penalty: 4424.048828
	Iteration 33Q: 3 clusters Score -826976.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -826982.750000 Penalty: 4424.048828
	Iteration 34Q: 3 clusters Score -826982.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -826985.937500 Penalty: 4424.048828
	Iteration 35Q: 3 clusters Score -826985.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -826989.687500 Penalty: 4424.048828
	Iteration 36Q: 3 clusters Score -826989.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -826997.187500 Penalty: 4424.048828
	Iteration 37Q: 3 clusters Score -826997.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -826999.312500 Penalty: 4424.048828
	Iteration 38Q: 3 clusters Score -826999.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -827000.750000 Penalty: 4424.048828
	Iteration 39Q: 3 clusters Score -827000.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -827003.625000 Penalty: 4424.048828
	Iteration 40F: 3 clusters Score -827003.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -827007.437500 Penalty: 4424.048828
	Iteration 41Q: 3 clusters Score -827007.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -827007.187500 Penalty: 4424.048828
	Iteration 42Q: 3 clusters Score -827007.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -827010.125000 Penalty: 4424.048828
	Iteration 43Q: 3 clusters Score -827010.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -827012.250000 Penalty: 4424.048828
	Iteration 44Q: 3 clusters Score -827012.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -827013.625000 Penalty: 4424.048828
	Iteration 45Q: 3 clusters Score -827013.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -827017.062500 Penalty: 4424.048828
	Iteration 46Q: 3 clusters Score -827017.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -827016.875000 Penalty: 4424.048828
	Iteration 47Q: 3 clusters Score -827016.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -827018.062500 Penalty: 4424.048828
	Iteration 48Q: 3 clusters Score -827018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -827020.000000 Penalty: 4424.048828
	Iteration 49Q: 3 clusters Score -827020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -827020.000000 Penalty: 4424.048828
	Iteration 50F: 3 clusters Score -827020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (131285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131285 members 
Entering Unmasked Estep 
Score: -16884284.000000 Penalty: 2922.711182
	Iteration 0F: 2 clusters Score -1.688428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65796 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -16797394.000000 Penalty: 5845.422363
	Iteration 0F: 3 clusters Score -1.679739e+07 nChanged 62424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 64253 members 
Entering Unmasked Estep 
Score: -16833102.000000 Penalty: 5845.422363
	Iteration 1F: 3 clusters Score -1.68331e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67832 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -16833906.000000 Penalty: 5845.422363
	Iteration 2Q: 3 clusters Score -1.683391e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -16834656.000000 Penalty: 5845.422363
	Iteration 3Q: 3 clusters Score -1.683466e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 60463 members 
Entering Unmasked Estep 
Score: -16835436.000000 Penalty: 5845.422363
	Iteration 4Q: 3 clusters Score -1.683544e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73536 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -16836414.000000 Penalty: 5845.422363
	Iteration 5Q: 3 clusters Score -1.683641e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -16838286.000000 Penalty: 5845.422363
	Iteration 6Q: 3 clusters Score -1.683829e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83847 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -16841780.000000 Penalty: 5845.422363
	Iteration 7Q: 3 clusters Score -1.684178e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -16847544.000000 Penalty: 5845.422363
	Iteration 8F: 3 clusters Score -1.684754e+07 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102963 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -16856420.000000 Penalty: 5845.422363
	Iteration 9F: 3 clusters Score -1.685642e+07 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113586 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -16866088.000000 Penalty: 5845.422363
	Iteration 10F: 3 clusters Score -1.686609e+07 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121855 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -16873752.000000 Penalty: 5845.422363
	Iteration 11F: 3 clusters Score -1.687375e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126782 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -16878064.000000 Penalty: 5845.422363
	Iteration 12Q: 3 clusters Score -1.687806e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129246 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -16880152.000000 Penalty: 5845.422363
	Iteration 13Q: 3 clusters Score -1.688015e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130235 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -16880916.000000 Penalty: 5845.422363
	Iteration 14Q: 3 clusters Score -1.688092e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130601 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -16881282.000000 Penalty: 5845.422363
	Iteration 15Q: 3 clusters Score -1.688128e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130785 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -16881474.000000 Penalty: 5845.422363
	Iteration 16Q: 3 clusters Score -1.688147e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130865 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -16881550.000000 Penalty: 5845.422363
	Iteration 17Q: 3 clusters Score -1.688155e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130905 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -16881596.000000 Penalty: 5845.422363
	Iteration 18Q: 3 clusters Score -1.68816e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130939 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -16881654.000000 Penalty: 5845.422363
	Iteration 19Q: 3 clusters Score -1.688165e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130955 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -16881686.000000 Penalty: 5845.422363
	Iteration 20F: 3 clusters Score -1.688169e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130959 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -16881712.000000 Penalty: 5845.422363
	Iteration 21Q: 3 clusters Score -1.688171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130968 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -16881720.000000 Penalty: 5845.422363
	Iteration 22Q: 3 clusters Score -1.688172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130970 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -16881736.000000 Penalty: 5845.422363
	Iteration 23Q: 3 clusters Score -1.688174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130976 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -16881722.000000 Penalty: 5845.422363
	Iteration 24Q: 3 clusters Score -1.688172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130976 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -16881748.000000 Penalty: 5845.422363
	Iteration 25Q: 3 clusters Score -1.688175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130979 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -16881744.000000 Penalty: 5845.422363
	Iteration 26Q: 3 clusters Score -1.688174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130980 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -16881752.000000 Penalty: 5845.422363
	Iteration 27Q: 3 clusters Score -1.688175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130982 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -16881758.000000 Penalty: 5845.422363
	Iteration 28Q: 3 clusters Score -1.688176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130983 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -16881752.000000 Penalty: 5845.422363
	Iteration 29Q: 3 clusters Score -1.688175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130984 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -16881752.000000 Penalty: 5845.422363
	Iteration 30Q: 3 clusters Score -1.688175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130985 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -16881760.000000 Penalty: 5845.422363
	Iteration 31Q: 3 clusters Score -1.688176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130987 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -16881756.000000 Penalty: 5845.422363
	Iteration 32Q: 3 clusters Score -1.688176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130987 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -16881758.000000 Penalty: 5845.422363
	Iteration 33Q: 3 clusters Score -1.688176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130989 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -16881764.000000 Penalty: 5845.422363
	Iteration 34Q: 3 clusters Score -1.688176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130988 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -16881762.000000 Penalty: 5845.422363
	Iteration 35Q: 3 clusters Score -1.688176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130990 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -16881756.000000 Penalty: 5845.422363
	Iteration 36Q: 3 clusters Score -1.688176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130990 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -16881760.000000 Penalty: 5845.422363
	Iteration 37Q: 3 clusters Score -1.688176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130990 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -16881760.000000 Penalty: 5845.422363
	Iteration 38F: 3 clusters Score -1.688176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (98359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98359 members 
Entering Unmasked Estep 
Score: -12753859.000000 Penalty: 2851.102051
	Iteration 0F: 2 clusters Score -1.275386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -12688038.000000 Penalty: 5702.204102
	Iteration 0F: 3 clusters Score -1.268804e+07 nChanged 46563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -12714772.000000 Penalty: 5702.204102
	Iteration 1F: 3 clusters Score -1.271477e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -12716253.000000 Penalty: 5702.204102
	Iteration 2Q: 3 clusters Score -1.271625e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -12718618.000000 Penalty: 5702.204102
	Iteration 3F: 3 clusters Score -1.271862e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 63897 members 
Entering Unmasked Estep 
Score: -12722555.000000 Penalty: 5702.204102
	Iteration 4F: 3 clusters Score -1.272256e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -12727689.000000 Penalty: 5702.204102
	Iteration 5F: 3 clusters Score -1.272769e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -12733613.000000 Penalty: 5702.204102
	Iteration 6F: 3 clusters Score -1.273361e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 83801 members 
Entering Unmasked Estep 
Score: -12739172.000000 Penalty: 5702.204102
	Iteration 7F: 3 clusters Score -1.273917e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 89171 members 
Entering Unmasked Estep 
Score: -12743817.000000 Penalty: 5702.204102
	Iteration 8F: 3 clusters Score -1.274382e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 93183 members 
Entering Unmasked Estep 
Score: -12747424.000000 Penalty: 5702.204102
	Iteration 9Q: 3 clusters Score -1.274742e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 95652 members 
Entering Unmasked Estep 
Score: -12749697.000000 Penalty: 5702.204102
	Iteration 10Q: 3 clusters Score -1.27497e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 96866 members 
Entering Unmasked Estep 
Score: -12750687.000000 Penalty: 5702.204102
	Iteration 11Q: 3 clusters Score -1.275069e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 97398 members 
Entering Unmasked Estep 
Score: -12751049.000000 Penalty: 5702.204102
	Iteration 12Q: 3 clusters Score -1.275105e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 97618 members 
Entering Unmasked Estep 
Score: -12751294.000000 Penalty: 5702.204102
	Iteration 13Q: 3 clusters Score -1.275129e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 97721 members 
Entering Unmasked Estep 
Score: -12751392.000000 Penalty: 5702.204102
	Iteration 14Q: 3 clusters Score -1.275139e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 97773 members 
Entering Unmasked Estep 
Score: -12751436.000000 Penalty: 5702.204102
	Iteration 15Q: 3 clusters Score -1.275144e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 97807 members 
Entering Unmasked Estep 
Score: -12751451.000000 Penalty: 5702.204102
	Iteration 16Q: 3 clusters Score -1.275145e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 97817 members 
Entering Unmasked Estep 
Score: -12751463.000000 Penalty: 5702.204102
	Iteration 17Q: 3 clusters Score -1.275146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 97823 members 
Entering Unmasked Estep 
Score: -12751456.000000 Penalty: 5702.204102
	Iteration 18Q: 3 clusters Score -1.275146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 97828 members 
Entering Unmasked Estep 
Score: -12751459.000000 Penalty: 5702.204102
	Iteration 19Q: 3 clusters Score -1.275146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 97832 members 
Entering Unmasked Estep 
Score: -12751460.000000 Penalty: 5702.204102
	Iteration 20F: 3 clusters Score -1.275146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 97837 members 
Entering Unmasked Estep 
Score: -12751468.000000 Penalty: 5702.204102
	Iteration 21Q: 3 clusters Score -1.275147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 97840 members 
Entering Unmasked Estep 
Score: -12751470.000000 Penalty: 5702.204102
	Iteration 22Q: 3 clusters Score -1.275147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 97842 members 
Entering Unmasked Estep 
Score: -12751470.000000 Penalty: 5702.204102
	Iteration 23Q: 3 clusters Score -1.275147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 97843 members 
Entering Unmasked Estep 
Score: -12751465.000000 Penalty: 5702.204102
	Iteration 24Q: 3 clusters Score -1.275146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 97843 members 
Entering Unmasked Estep 
Score: -12751465.000000 Penalty: 5702.204102
	Iteration 25F: 3 clusters Score -1.275146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Entering Unmasked Estep 
Score: -1923976.375000 Penalty: 2389.614746
	Iteration 0F: 2 clusters Score -1923976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1912860.375000 Penalty: 4779.229492
	Iteration 0F: 3 clusters Score -1912860 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1916551.500000 Penalty: 4779.229492
	Iteration 1F: 3 clusters Score -1916552 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1917025.125000 Penalty: 4779.229492
	Iteration 2F: 3 clusters Score -1917025 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1917462.125000 Penalty: 4779.229492
	Iteration 3F: 3 clusters Score -1917462 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1917951.250000 Penalty: 4779.229492
	Iteration 4F: 3 clusters Score -1917951 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1918482.375000 Penalty: 4779.229492
	Iteration 5F: 3 clusters Score -1918482 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1919016.750000 Penalty: 4779.229492
	Iteration 6F: 3 clusters Score -1919017 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1919500.375000 Penalty: 4779.229492
	Iteration 7F: 3 clusters Score -1919500 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1919882.125000 Penalty: 4779.229492
	Iteration 8Q: 3 clusters Score -1919882 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1920188.000000 Penalty: 4779.229492
	Iteration 9Q: 3 clusters Score -1920188 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1920458.250000 Penalty: 4779.229492
	Iteration 10Q: 3 clusters Score -1920458 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1920678.500000 Penalty: 4779.229492
	Iteration 11Q: 3 clusters Score -1920678 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1920846.000000 Penalty: 4779.229492
	Iteration 12Q: 3 clusters Score -1920846 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1920998.625000 Penalty: 4779.229492
	Iteration 13Q: 3 clusters Score -1920999 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1921135.500000 Penalty: 4779.229492
	Iteration 14Q: 3 clusters Score -1921136 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1921253.000000 Penalty: 4779.229492
	Iteration 15Q: 3 clusters Score -1921253 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1921344.375000 Penalty: 4779.229492
	Iteration 16Q: 3 clusters Score -1921344 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1921421.250000 Penalty: 4779.229492
	Iteration 17Q: 3 clusters Score -1921421 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1921474.375000 Penalty: 4779.229492
	Iteration 18Q: 3 clusters Score -1921474 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1921509.500000 Penalty: 4779.229492
	Iteration 19Q: 3 clusters Score -1921510 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1921550.000000 Penalty: 4779.229492
	Iteration 20F: 3 clusters Score -1921550 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1921572.250000 Penalty: 4779.229492
	Iteration 21Q: 3 clusters Score -1921572 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1921596.875000 Penalty: 4779.229492
	Iteration 22Q: 3 clusters Score -1921597 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1921617.125000 Penalty: 4779.229492
	Iteration 23Q: 3 clusters Score -1921617 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1921629.125000 Penalty: 4779.229492
	Iteration 24Q: 3 clusters Score -1921629 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1921640.375000 Penalty: 4779.229492
	Iteration 25Q: 3 clusters Score -1921640 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1921651.375000 Penalty: 4779.229492
	Iteration 26Q: 3 clusters Score -1921651 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1921662.000000 Penalty: 4779.229492
	Iteration 27Q: 3 clusters Score -1921662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1921677.375000 Penalty: 4779.229492
	Iteration 28Q: 3 clusters Score -1921677 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1921691.875000 Penalty: 4779.229492
	Iteration 29Q: 3 clusters Score -1921692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1921703.625000 Penalty: 4779.229492
	Iteration 30Q: 3 clusters Score -1921704 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1921730.500000 Penalty: 4779.229492
	Iteration 31Q: 3 clusters Score -1921730 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1921752.250000 Penalty: 4779.229492
	Iteration 32Q: 3 clusters Score -1921752 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1921784.000000 Penalty: 4779.229492
	Iteration 33Q: 3 clusters Score -1921784 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1921812.625000 Penalty: 4779.229492
	Iteration 34Q: 3 clusters Score -1921813 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1921843.875000 Penalty: 4779.229492
	Iteration 35Q: 3 clusters Score -1921844 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1921883.500000 Penalty: 4779.229492
	Iteration 36Q: 3 clusters Score -1921884 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1921913.750000 Penalty: 4779.229492
	Iteration 37Q: 3 clusters Score -1921914 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1921941.125000 Penalty: 4779.229492
	Iteration 38Q: 3 clusters Score -1921941 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1921983.500000 Penalty: 4779.229492
	Iteration 39Q: 3 clusters Score -1921984 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1922013.875000 Penalty: 4779.229492
	Iteration 40F: 3 clusters Score -1922014 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1922059.750000 Penalty: 4779.229492
	Iteration 41Q: 3 clusters Score -1922060 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1922108.875000 Penalty: 4779.229492
	Iteration 42Q: 3 clusters Score -1922109 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1922164.000000 Penalty: 4779.229492
	Iteration 43Q: 3 clusters Score -1922164 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1922231.375000 Penalty: 4779.229492
	Iteration 44Q: 3 clusters Score -1922231 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1922300.500000 Penalty: 4779.229492
	Iteration 45Q: 3 clusters Score -1922300 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1922387.125000 Penalty: 4779.229492
	Iteration 46Q: 3 clusters Score -1922387 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1922460.250000 Penalty: 4779.229492
	Iteration 47Q: 3 clusters Score -1922460 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1922532.375000 Penalty: 4779.229492
	Iteration 48Q: 3 clusters Score -1922532 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1922585.750000 Penalty: 4779.229492
	Iteration 49Q: 3 clusters Score -1922586 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1922630.500000 Penalty: 4779.229492
	Iteration 50Q: 3 clusters Score -1922630 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1922668.500000 Penalty: 4779.229492
	Iteration 51Q: 3 clusters Score -1922668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1922692.625000 Penalty: 4779.229492
	Iteration 52Q: 3 clusters Score -1922693 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1922705.875000 Penalty: 4779.229492
	Iteration 53Q: 3 clusters Score -1922706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1922724.625000 Penalty: 4779.229492
	Iteration 54Q: 3 clusters Score -1922725 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1922738.250000 Penalty: 4779.229492
	Iteration 55Q: 3 clusters Score -1922738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1922754.375000 Penalty: 4779.229492
	Iteration 56Q: 3 clusters Score -1922754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1922775.750000 Penalty: 4779.229492
	Iteration 57Q: 3 clusters Score -1922776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1922780.125000 Penalty: 4779.229492
	Iteration 58Q: 3 clusters Score -1922780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1922796.750000 Penalty: 4779.229492
	Iteration 59Q: 3 clusters Score -1922797 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1922803.750000 Penalty: 4779.229492
	Iteration 60F: 3 clusters Score -1922804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1922821.250000 Penalty: 4779.229492
	Iteration 61Q: 3 clusters Score -1922821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1922823.875000 Penalty: 4779.229492
	Iteration 62Q: 3 clusters Score -1922824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1922838.500000 Penalty: 4779.229492
	Iteration 63Q: 3 clusters Score -1922838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1922846.500000 Penalty: 4779.229492
	Iteration 64Q: 3 clusters Score -1922846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1922849.625000 Penalty: 4779.229492
	Iteration 65Q: 3 clusters Score -1922850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1922854.875000 Penalty: 4779.229492
	Iteration 66Q: 3 clusters Score -1922855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1922864.000000 Penalty: 4779.229492
	Iteration 67Q: 3 clusters Score -1922864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1922873.000000 Penalty: 4779.229492
	Iteration 68Q: 3 clusters Score -1922873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1922878.500000 Penalty: 4779.229492
	Iteration 69Q: 3 clusters Score -1922878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1922881.000000 Penalty: 4779.229492
	Iteration 70Q: 3 clusters Score -1922881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1922885.250000 Penalty: 4779.229492
	Iteration 71Q: 3 clusters Score -1922885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1922888.000000 Penalty: 4779.229492
	Iteration 72Q: 3 clusters Score -1922888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1922889.250000 Penalty: 4779.229492
	Iteration 73Q: 3 clusters Score -1922889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1922889.500000 Penalty: 4779.229492
	Iteration 74Q: 3 clusters Score -1922890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1922887.125000 Penalty: 4779.229492
	Iteration 75Q: 3 clusters Score -1922887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1922890.875000 Penalty: 4779.229492
	Iteration 76Q: 3 clusters Score -1922891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1922893.125000 Penalty: 4779.229492
	Iteration 77Q: 3 clusters Score -1922893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1922894.500000 Penalty: 4779.229492
	Iteration 78Q: 3 clusters Score -1922894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1922896.750000 Penalty: 4779.229492
	Iteration 79Q: 3 clusters Score -1922897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1922895.625000 Penalty: 4779.229492
	Iteration 80F: 3 clusters Score -1922896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1922896.375000 Penalty: 4779.229492
	Iteration 81Q: 3 clusters Score -1922896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1922897.375000 Penalty: 4779.229492
	Iteration 82Q: 3 clusters Score -1922897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1922897.750000 Penalty: 4779.229492
	Iteration 83Q: 3 clusters Score -1922898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1922903.250000 Penalty: 4779.229492
	Iteration 84Q: 3 clusters Score -1922903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1922905.750000 Penalty: 4779.229492
	Iteration 85Q: 3 clusters Score -1922906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1922906.250000 Penalty: 4779.229492
	Iteration 86Q: 3 clusters Score -1922906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1922909.750000 Penalty: 4779.229492
	Iteration 87Q: 3 clusters Score -1922910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1922909.500000 Penalty: 4779.229492
	Iteration 88Q: 3 clusters Score -1922910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1922909.875000 Penalty: 4779.229492
	Iteration 89Q: 3 clusters Score -1922910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1922912.625000 Penalty: 4779.229492
	Iteration 90Q: 3 clusters Score -1922913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1922913.375000 Penalty: 4779.229492
	Iteration 91Q: 3 clusters Score -1922913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1922919.625000 Penalty: 4779.229492
	Iteration 92Q: 3 clusters Score -1922920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1922926.000000 Penalty: 4779.229492
	Iteration 93Q: 3 clusters Score -1922926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1922927.375000 Penalty: 4779.229492
	Iteration 94Q: 3 clusters Score -1922927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1922931.625000 Penalty: 4779.229492
	Iteration 95Q: 3 clusters Score -1922932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1922937.250000 Penalty: 4779.229492
	Iteration 96Q: 3 clusters Score -1922937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1922941.625000 Penalty: 4779.229492
	Iteration 97Q: 3 clusters Score -1922942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1922937.375000 Penalty: 4779.229492
	Iteration 98Q: 3 clusters Score -1922937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1922941.375000 Penalty: 4779.229492
	Iteration 99Q: 3 clusters Score -1922941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1922947.750000 Penalty: 4779.229492
	Iteration 100F: 3 clusters Score -1922948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1922951.125000 Penalty: 4779.229492
	Iteration 101Q: 3 clusters Score -1922951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1922956.500000 Penalty: 4779.229492
	Iteration 102Q: 3 clusters Score -1922956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1922958.875000 Penalty: 4779.229492
	Iteration 103Q: 3 clusters Score -1922959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1922962.625000 Penalty: 4779.229492
	Iteration 104Q: 3 clusters Score -1922963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1922970.625000 Penalty: 4779.229492
	Iteration 105Q: 3 clusters Score -1922971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1922976.875000 Penalty: 4779.229492
	Iteration 106Q: 3 clusters Score -1922977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1922975.000000 Penalty: 4779.229492
	Iteration 107Q: 3 clusters Score -1922975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1922976.875000 Penalty: 4779.229492
	Iteration 108Q: 3 clusters Score -1922977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1922978.250000 Penalty: 4779.229492
	Iteration 109Q: 3 clusters Score -1922978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1922978.250000 Penalty: 4779.229492
	Iteration 110F: 3 clusters Score -1922978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (89414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89414 members 
Entering Unmasked Estep 
Score: -10744151.000000 Penalty: 2827.456055
	Iteration 0F: 2 clusters Score -1.074415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -10684174.000000 Penalty: 5654.912109
	Iteration 0F: 3 clusters Score -1.068417e+07 nChanged 42188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -10708815.000000 Penalty: 5654.912109
	Iteration 1F: 3 clusters Score -1.070882e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -10710002.000000 Penalty: 5654.912109
	Iteration 2Q: 3 clusters Score -1.071e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -10711274.000000 Penalty: 5654.912109
	Iteration 3Q: 3 clusters Score -1.071127e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -10712794.000000 Penalty: 5654.912109
	Iteration 4Q: 3 clusters Score -1.071279e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -10714400.000000 Penalty: 5654.912109
	Iteration 5Q: 3 clusters Score -1.07144e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -10716128.000000 Penalty: 5654.912109
	Iteration 6Q: 3 clusters Score -1.071613e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -10718066.000000 Penalty: 5654.912109
	Iteration 7Q: 3 clusters Score -1.071807e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -10719839.000000 Penalty: 5654.912109
	Iteration 8Q: 3 clusters Score -1.071984e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -10721573.000000 Penalty: 5654.912109
	Iteration 9Q: 3 clusters Score -1.072157e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -10723188.000000 Penalty: 5654.912109
	Iteration 10Q: 3 clusters Score -1.072319e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -10724830.000000 Penalty: 5654.912109
	Iteration 11Q: 3 clusters Score -1.072483e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -10726286.000000 Penalty: 5654.912109
	Iteration 12Q: 3 clusters Score -1.072629e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -10727545.000000 Penalty: 5654.912109
	Iteration 13Q: 3 clusters Score -1.072754e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -10728616.000000 Penalty: 5654.912109
	Iteration 14Q: 3 clusters Score -1.072862e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -10729263.000000 Penalty: 5654.912109
	Iteration 15Q: 3 clusters Score -1.072926e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -10729640.000000 Penalty: 5654.912109
	Iteration 16Q: 3 clusters Score -1.072964e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -10730004.000000 Penalty: 5654.912109
	Iteration 17Q: 3 clusters Score -1.073e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -10730419.000000 Penalty: 5654.912109
	Iteration 18Q: 3 clusters Score -1.073042e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -10730755.000000 Penalty: 5654.912109
	Iteration 19Q: 3 clusters Score -1.073076e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -10731164.000000 Penalty: 5654.912109
	Iteration 20F: 3 clusters Score -1.073116e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -10731552.000000 Penalty: 5654.912109
	Iteration 21Q: 3 clusters Score -1.073155e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -10731912.000000 Penalty: 5654.912109
	Iteration 22Q: 3 clusters Score -1.073191e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -10732226.000000 Penalty: 5654.912109
	Iteration 23Q: 3 clusters Score -1.073223e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -10732426.000000 Penalty: 5654.912109
	Iteration 24Q: 3 clusters Score -1.073243e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -10732724.000000 Penalty: 5654.912109
	Iteration 25Q: 3 clusters Score -1.073272e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -10732914.000000 Penalty: 5654.912109
	Iteration 26Q: 3 clusters Score -1.073291e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -10733019.000000 Penalty: 5654.912109
	Iteration 27Q: 3 clusters Score -1.073302e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -10733240.000000 Penalty: 5654.912109
	Iteration 28Q: 3 clusters Score -1.073324e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 53189 members 
Entering Unmasked Estep 
Score: -10733509.000000 Penalty: 5654.912109
	Iteration 29Q: 3 clusters Score -1.073351e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -10733719.000000 Penalty: 5654.912109
	Iteration 30Q: 3 clusters Score -1.073372e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -10734011.000000 Penalty: 5654.912109
	Iteration 31Q: 3 clusters Score -1.073401e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -10734212.000000 Penalty: 5654.912109
	Iteration 32Q: 3 clusters Score -1.073421e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -10734475.000000 Penalty: 5654.912109
	Iteration 33Q: 3 clusters Score -1.073448e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -10734764.000000 Penalty: 5654.912109
	Iteration 34Q: 3 clusters Score -1.073476e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 57934 members 
Entering Unmasked Estep 
Score: -10735024.000000 Penalty: 5654.912109
	Iteration 35Q: 3 clusters Score -1.073502e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -10735311.000000 Penalty: 5654.912109
	Iteration 36Q: 3 clusters Score -1.073531e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 59869 members 
Entering Unmasked Estep 
Score: -10735630.000000 Penalty: 5654.912109
	Iteration 37Q: 3 clusters Score -1.073563e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -10735975.000000 Penalty: 5654.912109
	Iteration 38Q: 3 clusters Score -1.073598e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 62034 members 
Entering Unmasked Estep 
Score: -10736378.000000 Penalty: 5654.912109
	Iteration 39Q: 3 clusters Score -1.073638e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 63143 members 
Entering Unmasked Estep 
Score: -10736710.000000 Penalty: 5654.912109
	Iteration 40F: 3 clusters Score -1.073671e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -10737168.000000 Penalty: 5654.912109
	Iteration 41Q: 3 clusters Score -1.073717e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 65472 members 
Entering Unmasked Estep 
Score: -10737570.000000 Penalty: 5654.912109
	Iteration 42Q: 3 clusters Score -1.073757e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 66707 members 
Entering Unmasked Estep 
Score: -10738121.000000 Penalty: 5654.912109
	Iteration 43Q: 3 clusters Score -1.073812e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 67952 members 
Entering Unmasked Estep 
Score: -10738701.000000 Penalty: 5654.912109
	Iteration 44Q: 3 clusters Score -1.07387e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 69185 members 
Entering Unmasked Estep 
Score: -10739283.000000 Penalty: 5654.912109
	Iteration 45Q: 3 clusters Score -1.073928e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 70370 members 
Entering Unmasked Estep 
Score: -10739766.000000 Penalty: 5654.912109
	Iteration 46Q: 3 clusters Score -1.073977e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 71433 members 
Entering Unmasked Estep 
Score: -10740241.000000 Penalty: 5654.912109
	Iteration 47Q: 3 clusters Score -1.074024e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 72426 members 
Entering Unmasked Estep 
Score: -10740546.000000 Penalty: 5654.912109
	Iteration 48Q: 3 clusters Score -1.074055e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 73278 members 
Entering Unmasked Estep 
Score: -10740875.000000 Penalty: 5654.912109
	Iteration 49Q: 3 clusters Score -1.074088e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -10741104.000000 Penalty: 5654.912109
	Iteration 50Q: 3 clusters Score -1.07411e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 74815 members 
Entering Unmasked Estep 
Score: -10741327.000000 Penalty: 5654.912109
	Iteration 51Q: 3 clusters Score -1.074133e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 75461 members 
Entering Unmasked Estep 
Score: -10741498.000000 Penalty: 5654.912109
	Iteration 52Q: 3 clusters Score -1.07415e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 76068 members 
Entering Unmasked Estep 
Score: -10741624.000000 Penalty: 5654.912109
	Iteration 53Q: 3 clusters Score -1.074162e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 76611 members 
Entering Unmasked Estep 
Score: -10741736.000000 Penalty: 5654.912109
	Iteration 54Q: 3 clusters Score -1.074174e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 77118 members 
Entering Unmasked Estep 
Score: -10741852.000000 Penalty: 5654.912109
	Iteration 55Q: 3 clusters Score -1.074185e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -10741949.000000 Penalty: 5654.912109
	Iteration 56Q: 3 clusters Score -1.074195e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 77991 members 
Entering Unmasked Estep 
Score: -10741997.000000 Penalty: 5654.912109
	Iteration 57Q: 3 clusters Score -1.0742e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 78341 members 
Entering Unmasked Estep 
Score: -10742073.000000 Penalty: 5654.912109
	Iteration 58Q: 3 clusters Score -1.074207e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 78707 members 
Entering Unmasked Estep 
Score: -10742123.000000 Penalty: 5654.912109
	Iteration 59Q: 3 clusters Score -1.074212e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 79036 members 
Entering Unmasked Estep 
Score: -10742166.000000 Penalty: 5654.912109
	Iteration 60F: 3 clusters Score -1.074217e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 79373 members 
Entering Unmasked Estep 
Score: -10742233.000000 Penalty: 5654.912109
	Iteration 61Q: 3 clusters Score -1.074223e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 79675 members 
Entering Unmasked Estep 
Score: -10742321.000000 Penalty: 5654.912109
	Iteration 62Q: 3 clusters Score -1.074232e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -10742385.000000 Penalty: 5654.912109
	Iteration 63Q: 3 clusters Score -1.074238e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
Score: -10742400.000000 Penalty: 5654.912109
	Iteration 64Q: 3 clusters Score -1.07424e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -10742424.000000 Penalty: 5654.912109
	Iteration 65Q: 3 clusters Score -1.074242e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -10742453.000000 Penalty: 5654.912109
	Iteration 66Q: 3 clusters Score -1.074245e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 80762 members 
Entering Unmasked Estep 
Score: -10742444.000000 Penalty: 5654.912109
	Iteration 67Q: 3 clusters Score -1.074244e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
Score: -10742486.000000 Penalty: 5654.912109
	Iteration 68Q: 3 clusters Score -1.074249e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 81126 members 
Entering Unmasked Estep 
Score: -10742529.000000 Penalty: 5654.912109
	Iteration 69Q: 3 clusters Score -1.074253e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -10742532.000000 Penalty: 5654.912109
	Iteration 70Q: 3 clusters Score -1.074253e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 81445 members 
Entering Unmasked Estep 
Score: -10742576.000000 Penalty: 5654.912109
	Iteration 71Q: 3 clusters Score -1.074258e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 81596 members 
Entering Unmasked Estep 
Score: -10742605.000000 Penalty: 5654.912109
	Iteration 72Q: 3 clusters Score -1.07426e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 81746 members 
Entering Unmasked Estep 
Score: -10742630.000000 Penalty: 5654.912109
	Iteration 73Q: 3 clusters Score -1.074263e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 81882 members 
Entering Unmasked Estep 
Score: -10742632.000000 Penalty: 5654.912109
	Iteration 74Q: 3 clusters Score -1.074263e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -10742647.000000 Penalty: 5654.912109
	Iteration 75Q: 3 clusters Score -1.074265e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 82152 members 
Entering Unmasked Estep 
Score: -10742686.000000 Penalty: 5654.912109
	Iteration 76Q: 3 clusters Score -1.074269e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 82293 members 
Entering Unmasked Estep 
Score: -10742694.000000 Penalty: 5654.912109
	Iteration 77Q: 3 clusters Score -1.074269e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 82435 members 
Entering Unmasked Estep 
Score: -10742693.000000 Penalty: 5654.912109
	Iteration 78Q: 3 clusters Score -1.074269e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 82549 members 
Entering Unmasked Estep 
Score: -10742739.000000 Penalty: 5654.912109
	Iteration 79Q: 3 clusters Score -1.074274e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 82653 members 
Entering Unmasked Estep 
Score: -10742743.000000 Penalty: 5654.912109
	Iteration 80F: 3 clusters Score -1.074274e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 82749 members 
Entering Unmasked Estep 
Score: -10742735.000000 Penalty: 5654.912109
	Iteration 81Q: 3 clusters Score -1.074274e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 82838 members 
Entering Unmasked Estep 
Score: -10742739.000000 Penalty: 5654.912109
	Iteration 82Q: 3 clusters Score -1.074274e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 82911 members 
Entering Unmasked Estep 
Score: -10742745.000000 Penalty: 5654.912109
	Iteration 83Q: 3 clusters Score -1.074274e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -10742735.000000 Penalty: 5654.912109
	Iteration 84Q: 3 clusters Score -1.074274e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 83021 members 
Entering Unmasked Estep 
Score: -10742755.000000 Penalty: 5654.912109
	Iteration 85Q: 3 clusters Score -1.074276e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 83061 members 
Entering Unmasked Estep 
Score: -10742748.000000 Penalty: 5654.912109
	Iteration 86Q: 3 clusters Score -1.074275e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 83097 members 
Entering Unmasked Estep 
Score: -10742764.000000 Penalty: 5654.912109
	Iteration 87Q: 3 clusters Score -1.074276e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -10742771.000000 Penalty: 5654.912109
	Iteration 88Q: 3 clusters Score -1.074277e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 83154 members 
Entering Unmasked Estep 
Score: -10742781.000000 Penalty: 5654.912109
	Iteration 89Q: 3 clusters Score -1.074278e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 83191 members 
Entering Unmasked Estep 
Score: -10742788.000000 Penalty: 5654.912109
	Iteration 90Q: 3 clusters Score -1.074279e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 83221 members 
Entering Unmasked Estep 
Score: -10742799.000000 Penalty: 5654.912109
	Iteration 91Q: 3 clusters Score -1.07428e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 83249 members 
Entering Unmasked Estep 
Score: -10742804.000000 Penalty: 5654.912109
	Iteration 92Q: 3 clusters Score -1.07428e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -10742795.000000 Penalty: 5654.912109
	Iteration 93Q: 3 clusters Score -1.07428e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 83312 members 
Entering Unmasked Estep 
Score: -10742818.000000 Penalty: 5654.912109
	Iteration 94Q: 3 clusters Score -1.074282e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 83340 members 
Entering Unmasked Estep 
Score: -10742818.000000 Penalty: 5654.912109
	Iteration 95Q: 3 clusters Score -1.074282e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 83365 members 
Entering Unmasked Estep 
Score: -10742821.000000 Penalty: 5654.912109
	Iteration 96Q: 3 clusters Score -1.074282e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 83395 members 
Entering Unmasked Estep 
Score: -10742852.000000 Penalty: 5654.912109
	Iteration 97Q: 3 clusters Score -1.074285e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 83419 members 
Entering Unmasked Estep 
Score: -10742844.000000 Penalty: 5654.912109
	Iteration 98Q: 3 clusters Score -1.074284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 83438 members 
Entering Unmasked Estep 
Score: -10742867.000000 Penalty: 5654.912109
	Iteration 99Q: 3 clusters Score -1.074287e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 83453 members 
Entering Unmasked Estep 
Score: -10742872.000000 Penalty: 5654.912109
	Iteration 100F: 3 clusters Score -1.074287e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 83473 members 
Entering Unmasked Estep 
Score: -10742872.000000 Penalty: 5654.912109
	Iteration 101Q: 3 clusters Score -1.074287e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 83493 members 
Entering Unmasked Estep 
Score: -10742857.000000 Penalty: 5654.912109
	Iteration 102Q: 3 clusters Score -1.074286e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 83513 members 
Entering Unmasked Estep 
Score: -10742880.000000 Penalty: 5654.912109
	Iteration 103Q: 3 clusters Score -1.074288e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 83538 members 
Entering Unmasked Estep 
Score: -10742885.000000 Penalty: 5654.912109
	Iteration 104Q: 3 clusters Score -1.074288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -10742880.000000 Penalty: 5654.912109
	Iteration 105Q: 3 clusters Score -1.074288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 83572 members 
Entering Unmasked Estep 
Score: -10742884.000000 Penalty: 5654.912109
	Iteration 106Q: 3 clusters Score -1.074288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 83590 members 
Entering Unmasked Estep 
Score: -10742890.000000 Penalty: 5654.912109
	Iteration 107Q: 3 clusters Score -1.074289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -10742886.000000 Penalty: 5654.912109
	Iteration 108Q: 3 clusters Score -1.074289e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 83633 members 
Entering Unmasked Estep 
Score: -10742900.000000 Penalty: 5654.912109
	Iteration 109Q: 3 clusters Score -1.07429e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 83655 members 
Entering Unmasked Estep 
Score: -10742897.000000 Penalty: 5654.912109
	Iteration 110Q: 3 clusters Score -1.07429e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 83692 members 
Entering Unmasked Estep 
Score: -10742891.000000 Penalty: 5654.912109
	Iteration 111Q: 3 clusters Score -1.074289e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 83726 members 
Entering Unmasked Estep 
Score: -10742902.000000 Penalty: 5654.912109
	Iteration 112Q: 3 clusters Score -1.07429e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 83761 members 
Entering Unmasked Estep 
Score: -10742908.000000 Penalty: 5654.912109
	Iteration 113Q: 3 clusters Score -1.074291e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 83785 members 
Entering Unmasked Estep 
Score: -10742901.000000 Penalty: 5654.912109
	Iteration 114Q: 3 clusters Score -1.07429e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 83804 members 
Entering Unmasked Estep 
Score: -10742897.000000 Penalty: 5654.912109
	Iteration 115Q: 3 clusters Score -1.07429e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -10742919.000000 Penalty: 5654.912109
	Iteration 116Q: 3 clusters Score -1.074292e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 83851 members 
Entering Unmasked Estep 
Score: -10742925.000000 Penalty: 5654.912109
	Iteration 117Q: 3 clusters Score -1.074292e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 83881 members 
Entering Unmasked Estep 
Score: -10742931.000000 Penalty: 5654.912109
	Iteration 118Q: 3 clusters Score -1.074293e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 83917 members 
Entering Unmasked Estep 
Score: -10742940.000000 Penalty: 5654.912109
	Iteration 119Q: 3 clusters Score -1.074294e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 83947 members 
Entering Unmasked Estep 
Score: -10742941.000000 Penalty: 5654.912109
	Iteration 120F: 3 clusters Score -1.074294e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -10742949.000000 Penalty: 5654.912109
	Iteration 121Q: 3 clusters Score -1.074295e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 84010 members 
Entering Unmasked Estep 
Score: -10742961.000000 Penalty: 5654.912109
	Iteration 122Q: 3 clusters Score -1.074296e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 84039 members 
Entering Unmasked Estep 
Score: -10742958.000000 Penalty: 5654.912109
	Iteration 123Q: 3 clusters Score -1.074296e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 84070 members 
Entering Unmasked Estep 
Score: -10742947.000000 Penalty: 5654.912109
	Iteration 124Q: 3 clusters Score -1.074295e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 84085 members 
Entering Unmasked Estep 
Score: -10742938.000000 Penalty: 5654.912109
	Iteration 125Q: 3 clusters Score -1.074294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -10742945.000000 Penalty: 5654.912109
	Iteration 126Q: 3 clusters Score -1.074294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 84114 members 
Entering Unmasked Estep 
Score: -10742942.000000 Penalty: 5654.912109
	Iteration 127Q: 3 clusters Score -1.074294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -10742947.000000 Penalty: 5654.912109
	Iteration 128Q: 3 clusters Score -1.074295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 84147 members 
Entering Unmasked Estep 
Score: -10742931.000000 Penalty: 5654.912109
	Iteration 129Q: 3 clusters Score -1.074293e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 84162 members 
Entering Unmasked Estep 
Score: -10742939.000000 Penalty: 5654.912109
	Iteration 130Q: 3 clusters Score -1.074294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 84175 members 
Entering Unmasked Estep 
Score: -10742941.000000 Penalty: 5654.912109
	Iteration 131Q: 3 clusters Score -1.074294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 84194 members 
Entering Unmasked Estep 
Score: -10742939.000000 Penalty: 5654.912109
	Iteration 132Q: 3 clusters Score -1.074294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 84212 members 
Entering Unmasked Estep 
Score: -10742936.000000 Penalty: 5654.912109
	Iteration 133Q: 3 clusters Score -1.074294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 84226 members 
Entering Unmasked Estep 
Score: -10742928.000000 Penalty: 5654.912109
	Iteration 134Q: 3 clusters Score -1.074293e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 84245 members 
Entering Unmasked Estep 
Score: -10742936.000000 Penalty: 5654.912109
	Iteration 135Q: 3 clusters Score -1.074294e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 84268 members 
Entering Unmasked Estep 
Score: -10742933.000000 Penalty: 5654.912109
	Iteration 136Q: 3 clusters Score -1.074293e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 84292 members 
Entering Unmasked Estep 
Score: -10742930.000000 Penalty: 5654.912109
	Iteration 137Q: 3 clusters Score -1.074293e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 84329 members 
Entering Unmasked Estep 
Score: -10742917.000000 Penalty: 5654.912109
	Iteration 138Q: 3 clusters Score -1.074292e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -10742919.000000 Penalty: 5654.912109
	Iteration 139Q: 3 clusters Score -1.074292e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 84395 members 
Entering Unmasked Estep 
Score: -10742926.000000 Penalty: 5654.912109
	Iteration 140F: 3 clusters Score -1.074293e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 84416 members 
Entering Unmasked Estep 
Score: -10742916.000000 Penalty: 5654.912109
	Iteration 141Q: 3 clusters Score -1.074292e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 84431 members 
Entering Unmasked Estep 
Score: -10742934.000000 Penalty: 5654.912109
	Iteration 142Q: 3 clusters Score -1.074293e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 84452 members 
Entering Unmasked Estep 
Score: -10742922.000000 Penalty: 5654.912109
	Iteration 143Q: 3 clusters Score -1.074292e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 84472 members 
Entering Unmasked Estep 
Score: -10742932.000000 Penalty: 5654.912109
	Iteration 144Q: 3 clusters Score -1.074293e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 84496 members 
Entering Unmasked Estep 
Score: -10742930.000000 Penalty: 5654.912109
	Iteration 145Q: 3 clusters Score -1.074293e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 84531 members 
Entering Unmasked Estep 
Score: -10742915.000000 Penalty: 5654.912109
	Iteration 146Q: 3 clusters Score -1.074292e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 84568 members 
Entering Unmasked Estep 
Score: -10742952.000000 Penalty: 5654.912109
	Iteration 147Q: 3 clusters Score -1.074295e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 84599 members 
Entering Unmasked Estep 
Score: -10742942.000000 Penalty: 5654.912109
	Iteration 148Q: 3 clusters Score -1.074294e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 84626 members 
Entering Unmasked Estep 
Score: -10742928.000000 Penalty: 5654.912109
	Iteration 149Q: 3 clusters Score -1.074293e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 84649 members 
Entering Unmasked Estep 
Score: -10742945.000000 Penalty: 5654.912109
	Iteration 150Q: 3 clusters Score -1.074294e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -10742941.000000 Penalty: 5654.912109
	Iteration 151Q: 3 clusters Score -1.074294e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 84687 members 
Entering Unmasked Estep 
Score: -10742942.000000 Penalty: 5654.912109
	Iteration 152Q: 3 clusters Score -1.074294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 84700 members 
Entering Unmasked Estep 
Score: -10742949.000000 Penalty: 5654.912109
	Iteration 153Q: 3 clusters Score -1.074295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 84716 members 
Entering Unmasked Estep 
Score: -10742947.000000 Penalty: 5654.912109
	Iteration 154Q: 3 clusters Score -1.074295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -10742948.000000 Penalty: 5654.912109
	Iteration 155Q: 3 clusters Score -1.074295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 84753 members 
Entering Unmasked Estep 
Score: -10742943.000000 Penalty: 5654.912109
	Iteration 156Q: 3 clusters Score -1.074294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 84768 members 
Entering Unmasked Estep 
Score: -10742947.000000 Penalty: 5654.912109
	Iteration 157Q: 3 clusters Score -1.074295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 84780 members 
Entering Unmasked Estep 
Score: -10742930.000000 Penalty: 5654.912109
	Iteration 158Q: 3 clusters Score -1.074293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 84791 members 
Entering Unmasked Estep 
Score: -10742946.000000 Penalty: 5654.912109
	Iteration 159Q: 3 clusters Score -1.074295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 84806 members 
Entering Unmasked Estep 
Score: -10742970.000000 Penalty: 5654.912109
	Iteration 160F: 3 clusters Score -1.074297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 84820 members 
Entering Unmasked Estep 
Score: -10742962.000000 Penalty: 5654.912109
	Iteration 161Q: 3 clusters Score -1.074296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 84835 members 
Entering Unmasked Estep 
Score: -10742958.000000 Penalty: 5654.912109
	Iteration 162Q: 3 clusters Score -1.074296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 84843 members 
Entering Unmasked Estep 
Score: -10742963.000000 Penalty: 5654.912109
	Iteration 163Q: 3 clusters Score -1.074296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
Score: -10742972.000000 Penalty: 5654.912109
	Iteration 164Q: 3 clusters Score -1.074297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 84850 members 
Entering Unmasked Estep 
Score: -10742966.000000 Penalty: 5654.912109
	Iteration 165Q: 3 clusters Score -1.074297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 84855 members 
Entering Unmasked Estep 
Score: -10742972.000000 Penalty: 5654.912109
	Iteration 166Q: 3 clusters Score -1.074297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -10742958.000000 Penalty: 5654.912109
	Iteration 167Q: 3 clusters Score -1.074296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 84862 members 
Entering Unmasked Estep 
Score: -10742951.000000 Penalty: 5654.912109
	Iteration 168Q: 3 clusters Score -1.074295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 84869 members 
Entering Unmasked Estep 
Score: -10742948.000000 Penalty: 5654.912109
	Iteration 169Q: 3 clusters Score -1.074295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 84879 members 
Entering Unmasked Estep 
Score: -10742957.000000 Penalty: 5654.912109
	Iteration 170Q: 3 clusters Score -1.074296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 84886 members 
Entering Unmasked Estep 
Score: -10742961.000000 Penalty: 5654.912109
	Iteration 171Q: 3 clusters Score -1.074296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
Score: -10742964.000000 Penalty: 5654.912109
	Iteration 172Q: 3 clusters Score -1.074296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 84906 members 
Entering Unmasked Estep 
Score: -10742956.000000 Penalty: 5654.912109
	Iteration 173Q: 3 clusters Score -1.074296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 84908 members 
Entering Unmasked Estep 
Score: -10742953.000000 Penalty: 5654.912109
	Iteration 174Q: 3 clusters Score -1.074295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 84913 members 
Entering Unmasked Estep 
Score: -10742953.000000 Penalty: 5654.912109
	Iteration 175Q: 3 clusters Score -1.074295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 84919 members 
Entering Unmasked Estep 
Score: -10742948.000000 Penalty: 5654.912109
	Iteration 176Q: 3 clusters Score -1.074295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 84927 members 
Entering Unmasked Estep 
Score: -10742953.000000 Penalty: 5654.912109
	Iteration 177Q: 3 clusters Score -1.074295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 84932 members 
Entering Unmasked Estep 
Score: -10742955.000000 Penalty: 5654.912109
	Iteration 178Q: 3 clusters Score -1.074296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 84935 members 
Entering Unmasked Estep 
Score: -10742955.000000 Penalty: 5654.912109
	Iteration 179Q: 3 clusters Score -1.074296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 84937 members 
Entering Unmasked Estep 
Score: -10742957.000000 Penalty: 5654.912109
	Iteration 180F: 3 clusters Score -1.074296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (73052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Entering Unmasked Estep 
Score: -9370329.000000 Penalty: 2777.333984
	Iteration 0F: 2 clusters Score -9370329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -9321279.000000 Penalty: 5554.667969
	Iteration 0F: 3 clusters Score -9321279 nChanged 34300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -9340399.000000 Penalty: 5554.667969
	Iteration 1F: 3 clusters Score -9340399 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -9341211.000000 Penalty: 5554.667969
	Iteration 2Q: 3 clusters Score -9341211 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -9342121.000000 Penalty: 5554.667969
	Iteration 3Q: 3 clusters Score -9342121 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -9343291.000000 Penalty: 5554.667969
	Iteration 4Q: 3 clusters Score -9343291 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -9345310.000000 Penalty: 5554.667969
	Iteration 5F: 3 clusters Score -9345310 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -9348572.000000 Penalty: 5554.667969
	Iteration 6F: 3 clusters Score -9348572 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -9353464.000000 Penalty: 5554.667969
	Iteration 7F: 3 clusters Score -9353464 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63035 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -9358901.000000 Penalty: 5554.667969
	Iteration 8F: 3 clusters Score -9358901 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -9363137.000000 Penalty: 5554.667969
	Iteration 9F: 3 clusters Score -9363137 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70057 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -9365608.000000 Penalty: 5554.667969
	Iteration 10Q: 3 clusters Score -9365608 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71393 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -9366815.000000 Penalty: 5554.667969
	Iteration 11Q: 3 clusters Score -9366815 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72014 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -9367425.000000 Penalty: 5554.667969
	Iteration 12Q: 3 clusters Score -9367425 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72285 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -9367708.000000 Penalty: 5554.667969
	Iteration 13Q: 3 clusters Score -9367708 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72406 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9367833.000000 Penalty: 5554.667969
	Iteration 14Q: 3 clusters Score -9367833 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9367908.000000 Penalty: 5554.667969
	Iteration 15Q: 3 clusters Score -9367908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9367930.000000 Penalty: 5554.667969
	Iteration 16Q: 3 clusters Score -9367930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72508 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9367953.000000 Penalty: 5554.667969
	Iteration 17Q: 3 clusters Score -9367953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9367962.000000 Penalty: 5554.667969
	Iteration 18Q: 3 clusters Score -9367962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72532 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9367986.000000 Penalty: 5554.667969
	Iteration 19Q: 3 clusters Score -9367986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72537 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9368002.000000 Penalty: 5554.667969
	Iteration 20F: 3 clusters Score -9368002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72540 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9368001.000000 Penalty: 5554.667969
	Iteration 21Q: 3 clusters Score -9368001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72541 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9368004.000000 Penalty: 5554.667969
	Iteration 22Q: 3 clusters Score -9368004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72544 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9368016.000000 Penalty: 5554.667969
	Iteration 23Q: 3 clusters Score -9368016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72546 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9368004.000000 Penalty: 5554.667969
	Iteration 24Q: 3 clusters Score -9368004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72546 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9368004.000000 Penalty: 5554.667969
	Iteration 25F: 3 clusters Score -9368004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Entering Unmasked Estep 
Score: -1974536.125000 Penalty: 2386.384033
	Iteration 0F: 2 clusters Score -1974536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1963663.625000 Penalty: 4772.768066
	Iteration 0F: 3 clusters Score -1963664 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1967001.375000 Penalty: 4772.768066
	Iteration 1F: 3 clusters Score -1967001 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1967379.375000 Penalty: 4772.768066
	Iteration 2F: 3 clusters Score -1967379 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1967677.125000 Penalty: 4772.768066
	Iteration 3F: 3 clusters Score -1967677 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1967971.875000 Penalty: 4772.768066
	Iteration 4Q: 3 clusters Score -1967972 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1968325.750000 Penalty: 4772.768066
	Iteration 5Q: 3 clusters Score -1968326 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1968789.000000 Penalty: 4772.768066
	Iteration 6F: 3 clusters Score -1968789 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1969416.625000 Penalty: 4772.768066
	Iteration 7F: 3 clusters Score -1969417 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1970154.000000 Penalty: 4772.768066
	Iteration 8F: 3 clusters Score -1970154 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1970881.750000 Penalty: 4772.768066
	Iteration 9F: 3 clusters Score -1970882 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1971468.750000 Penalty: 4772.768066
	Iteration 10Q: 3 clusters Score -1971469 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1971800.625000 Penalty: 4772.768066
	Iteration 11Q: 3 clusters Score -1971801 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1971991.250000 Penalty: 4772.768066
	Iteration 12Q: 3 clusters Score -1971991 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1972104.625000 Penalty: 4772.768066
	Iteration 13Q: 3 clusters Score -1972105 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1972184.875000 Penalty: 4772.768066
	Iteration 14Q: 3 clusters Score -1972185 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1972248.375000 Penalty: 4772.768066
	Iteration 15Q: 3 clusters Score -1972248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1972298.250000 Penalty: 4772.768066
	Iteration 16Q: 3 clusters Score -1972298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1972324.750000 Penalty: 4772.768066
	Iteration 17Q: 3 clusters Score -1972325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1972345.625000 Penalty: 4772.768066
	Iteration 18Q: 3 clusters Score -1972346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1972367.000000 Penalty: 4772.768066
	Iteration 19Q: 3 clusters Score -1972367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1972383.250000 Penalty: 4772.768066
	Iteration 20F: 3 clusters Score -1972383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1972399.500000 Penalty: 4772.768066
	Iteration 21Q: 3 clusters Score -1972400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1972412.250000 Penalty: 4772.768066
	Iteration 22Q: 3 clusters Score -1972412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1972429.250000 Penalty: 4772.768066
	Iteration 23Q: 3 clusters Score -1972429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1972447.125000 Penalty: 4772.768066
	Iteration 24Q: 3 clusters Score -1972447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1972455.375000 Penalty: 4772.768066
	Iteration 25Q: 3 clusters Score -1972455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1972465.000000 Penalty: 4772.768066
	Iteration 26Q: 3 clusters Score -1972465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1972471.000000 Penalty: 4772.768066
	Iteration 27Q: 3 clusters Score -1972471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1972480.000000 Penalty: 4772.768066
	Iteration 28Q: 3 clusters Score -1972480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1972484.625000 Penalty: 4772.768066
	Iteration 29Q: 3 clusters Score -1972485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1972487.125000 Penalty: 4772.768066
	Iteration 30Q: 3 clusters Score -1972487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1972490.750000 Penalty: 4772.768066
	Iteration 31Q: 3 clusters Score -1972491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1972487.625000 Penalty: 4772.768066
	Iteration 32Q: 3 clusters Score -1972488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1972493.125000 Penalty: 4772.768066
	Iteration 33Q: 3 clusters Score -1972493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1972495.625000 Penalty: 4772.768066
	Iteration 34Q: 3 clusters Score -1972496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1972502.500000 Penalty: 4772.768066
	Iteration 35Q: 3 clusters Score -1972502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1972507.250000 Penalty: 4772.768066
	Iteration 36Q: 3 clusters Score -1972507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1972510.250000 Penalty: 4772.768066
	Iteration 37Q: 3 clusters Score -1972510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1972512.000000 Penalty: 4772.768066
	Iteration 38Q: 3 clusters Score -1972512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1972512.000000 Penalty: 4772.768066
	Iteration 39F: 3 clusters Score -1972512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -80026.351562 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -80026.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78333.218750 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -78333.22 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78619.179688 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -78619.18 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78740.343750 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -78740.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -78830.742188 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -78830.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78889.257812 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -78889.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78932.687500 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -78932.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78966.101562 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -78966.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78997.945312 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -78997.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -79022.140625 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -79022.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79037.125000 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -79037.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79040.992188 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -79040.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79044.070312 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -79044.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79045.523438 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -79045.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -79049.359375 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -79049.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -79049.359375 Penalty: 3267.424805
	Iteration 14F: 3 clusters Score -79049.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Entering Unmasked Estep 
Score: -624821.062500 Penalty: 2115.369141
	Iteration 0F: 2 clusters Score -624821.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -620266.375000 Penalty: 4230.738281
	Iteration 0F: 3 clusters Score -620266.4 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -621469.437500 Penalty: 4230.738281
	Iteration 1F: 3 clusters Score -621469.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -621740.750000 Penalty: 4230.738281
	Iteration 2F: 3 clusters Score -621740.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -622000.000000 Penalty: 4230.738281
	Iteration 3F: 3 clusters Score -622000 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -622285.562500 Penalty: 4230.738281
	Iteration 4F: 3 clusters Score -622285.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -622572.812500 Penalty: 4230.738281
	Iteration 5F: 3 clusters Score -622572.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -622842.187500 Penalty: 4230.738281
	Iteration 6F: 3 clusters Score -622842.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -623085.750000 Penalty: 4230.738281
	Iteration 7F: 3 clusters Score -623085.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -623328.750000 Penalty: 4230.738281
	Iteration 8F: 3 clusters Score -623328.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -623560.062500 Penalty: 4230.738281
	Iteration 9Q: 3 clusters Score -623560.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -623728.937500 Penalty: 4230.738281
	Iteration 10Q: 3 clusters Score -623728.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -623862.375000 Penalty: 4230.738281
	Iteration 11Q: 3 clusters Score -623862.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -623976.062500 Penalty: 4230.738281
	Iteration 12Q: 3 clusters Score -623976.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -624047.375000 Penalty: 4230.738281
	Iteration 13Q: 3 clusters Score -624047.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -624093.437500 Penalty: 4230.738281
	Iteration 14Q: 3 clusters Score -624093.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -624123.750000 Penalty: 4230.738281
	Iteration 15Q: 3 clusters Score -624123.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -624144.812500 Penalty: 4230.738281
	Iteration 16Q: 3 clusters Score -624144.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -624152.375000 Penalty: 4230.738281
	Iteration 17Q: 3 clusters Score -624152.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -624160.625000 Penalty: 4230.738281
	Iteration 18Q: 3 clusters Score -624160.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -624167.125000 Penalty: 4230.738281
	Iteration 19Q: 3 clusters Score -624167.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -624175.875000 Penalty: 4230.738281
	Iteration 20F: 3 clusters Score -624175.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -624180.125000 Penalty: 4230.738281
	Iteration 21Q: 3 clusters Score -624180.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -624184.000000 Penalty: 4230.738281
	Iteration 22Q: 3 clusters Score -624184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -624185.562500 Penalty: 4230.738281
	Iteration 23Q: 3 clusters Score -624185.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -624186.500000 Penalty: 4230.738281
	Iteration 24Q: 3 clusters Score -624186.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -624186.750000 Penalty: 4230.738281
	Iteration 25Q: 3 clusters Score -624186.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -624189.312500 Penalty: 4230.738281
	Iteration 26Q: 3 clusters Score -624189.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -624189.062500 Penalty: 4230.738281
	Iteration 27Q: 3 clusters Score -624189.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -624190.312500 Penalty: 4230.738281
	Iteration 28Q: 3 clusters Score -624190.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -624190.312500 Penalty: 4230.738281
	Iteration 29F: 3 clusters Score -624190.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Entering Unmasked Estep 
Score: -1678922.625000 Penalty: 2345.211426
	Iteration 0F: 2 clusters Score -1678923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1669479.250000 Penalty: 4690.422852
	Iteration 0F: 3 clusters Score -1669479 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1672325.875000 Penalty: 4690.422852
	Iteration 1F: 3 clusters Score -1672326 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1672634.250000 Penalty: 4690.422852
	Iteration 2F: 3 clusters Score -1672634 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1672892.875000 Penalty: 4690.422852
	Iteration 3Q: 3 clusters Score -1672893 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1673093.000000 Penalty: 4690.422852
	Iteration 4Q: 3 clusters Score -1673093 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1673256.750000 Penalty: 4690.422852
	Iteration 5Q: 3 clusters Score -1673257 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1673392.375000 Penalty: 4690.422852
	Iteration 6Q: 3 clusters Score -1673392 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1673523.750000 Penalty: 4690.422852
	Iteration 7Q: 3 clusters Score -1673524 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1673666.750000 Penalty: 4690.422852
	Iteration 8Q: 3 clusters Score -1673667 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1673796.375000 Penalty: 4690.422852
	Iteration 9Q: 3 clusters Score -1673796 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1673919.500000 Penalty: 4690.422852
	Iteration 10Q: 3 clusters Score -1673920 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1674052.500000 Penalty: 4690.422852
	Iteration 11Q: 3 clusters Score -1674052 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1674203.875000 Penalty: 4690.422852
	Iteration 12Q: 3 clusters Score -1674204 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1674384.625000 Penalty: 4690.422852
	Iteration 13Q: 3 clusters Score -1674385 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1674590.250000 Penalty: 4690.422852
	Iteration 14Q: 3 clusters Score -1674590 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1674817.250000 Penalty: 4690.422852
	Iteration 15Q: 3 clusters Score -1674817 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1675033.375000 Penalty: 4690.422852
	Iteration 16Q: 3 clusters Score -1675033 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1675246.500000 Penalty: 4690.422852
	Iteration 17Q: 3 clusters Score -1675246 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1675521.500000 Penalty: 4690.422852
	Iteration 18Q: 3 clusters Score -1675522 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1675796.500000 Penalty: 4690.422852
	Iteration 19Q: 3 clusters Score -1675796 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1676055.250000 Penalty: 4690.422852
	Iteration 20F: 3 clusters Score -1676055 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1676264.250000 Penalty: 4690.422852
	Iteration 21Q: 3 clusters Score -1676264 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1676414.625000 Penalty: 4690.422852
	Iteration 22Q: 3 clusters Score -1676415 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1676534.625000 Penalty: 4690.422852
	Iteration 23Q: 3 clusters Score -1676535 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1676632.875000 Penalty: 4690.422852
	Iteration 24Q: 3 clusters Score -1676633 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1676706.625000 Penalty: 4690.422852
	Iteration 25Q: 3 clusters Score -1676707 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1676759.625000 Penalty: 4690.422852
	Iteration 26Q: 3 clusters Score -1676760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1676792.625000 Penalty: 4690.422852
	Iteration 27Q: 3 clusters Score -1676793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1676815.125000 Penalty: 4690.422852
	Iteration 28Q: 3 clusters Score -1676815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1676835.125000 Penalty: 4690.422852
	Iteration 29Q: 3 clusters Score -1676835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1676844.125000 Penalty: 4690.422852
	Iteration 30Q: 3 clusters Score -1676844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1676849.750000 Penalty: 4690.422852
	Iteration 31Q: 3 clusters Score -1676850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1676851.250000 Penalty: 4690.422852
	Iteration 32Q: 3 clusters Score -1676851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1676855.750000 Penalty: 4690.422852
	Iteration 33Q: 3 clusters Score -1676856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1676861.375000 Penalty: 4690.422852
	Iteration 34Q: 3 clusters Score -1676861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1676869.500000 Penalty: 4690.422852
	Iteration 35Q: 3 clusters Score -1676870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1676877.000000 Penalty: 4690.422852
	Iteration 36Q: 3 clusters Score -1676877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1676883.125000 Penalty: 4690.422852
	Iteration 37Q: 3 clusters Score -1676883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1676883.750000 Penalty: 4690.422852
	Iteration 38Q: 3 clusters Score -1676884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1676887.000000 Penalty: 4690.422852
	Iteration 39Q: 3 clusters Score -1676887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1676887.000000 Penalty: 4690.422852
	Iteration 40F: 3 clusters Score -1676887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Entering Unmasked Estep 
Score: -3145599.750000 Penalty: 2509.692383
	Iteration 0F: 2 clusters Score -3145600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3128376.500000 Penalty: 5019.384766
	Iteration 0F: 3 clusters Score -3128376 nChanged 11080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3134481.750000 Penalty: 5019.384766
	Iteration 1F: 3 clusters Score -3134482 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3135142.500000 Penalty: 5019.384766
	Iteration 2F: 3 clusters Score -3135142 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -3135781.250000 Penalty: 5019.384766
	Iteration 3F: 3 clusters Score -3135781 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -3136468.000000 Penalty: 5019.384766
	Iteration 4Q: 3 clusters Score -3136468 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -3137297.750000 Penalty: 5019.384766
	Iteration 5F: 3 clusters Score -3137298 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3138295.750000 Penalty: 5019.384766
	Iteration 6F: 3 clusters Score -3138296 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -3139505.500000 Penalty: 5019.384766
	Iteration 7F: 3 clusters Score -3139506 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -3140701.750000 Penalty: 5019.384766
	Iteration 8F: 3 clusters Score -3140702 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3141712.500000 Penalty: 5019.384766
	Iteration 9Q: 3 clusters Score -3141712 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3142494.000000 Penalty: 5019.384766
	Iteration 10Q: 3 clusters Score -3142494 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -3142994.000000 Penalty: 5019.384766
	Iteration 11Q: 3 clusters Score -3142994 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -3143275.250000 Penalty: 5019.384766
	Iteration 12Q: 3 clusters Score -3143275 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3143477.250000 Penalty: 5019.384766
	Iteration 13Q: 3 clusters Score -3143477 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -3143604.000000 Penalty: 5019.384766
	Iteration 14Q: 3 clusters Score -3143604 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3143656.750000 Penalty: 5019.384766
	Iteration 15Q: 3 clusters Score -3143657 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -3143706.750000 Penalty: 5019.384766
	Iteration 16Q: 3 clusters Score -3143707 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -3143731.250000 Penalty: 5019.384766
	Iteration 17Q: 3 clusters Score -3143731 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3143748.750000 Penalty: 5019.384766
	Iteration 18Q: 3 clusters Score -3143749 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3143774.750000 Penalty: 5019.384766
	Iteration 19Q: 3 clusters Score -3143775 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -3143785.500000 Penalty: 5019.384766
	Iteration 20F: 3 clusters Score -3143786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -3143792.750000 Penalty: 5019.384766
	Iteration 21Q: 3 clusters Score -3143793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -3143796.250000 Penalty: 5019.384766
	Iteration 22Q: 3 clusters Score -3143796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -3143801.500000 Penalty: 5019.384766
	Iteration 23Q: 3 clusters Score -3143802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -3143801.000000 Penalty: 5019.384766
	Iteration 24Q: 3 clusters Score -3143801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -3143801.500000 Penalty: 5019.384766
	Iteration 25Q: 3 clusters Score -3143802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -3143804.500000 Penalty: 5019.384766
	Iteration 26Q: 3 clusters Score -3143804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3143799.750000 Penalty: 5019.384766
	Iteration 27Q: 3 clusters Score -3143800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3143802.250000 Penalty: 5019.384766
	Iteration 28Q: 3 clusters Score -3143802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3143802.250000 Penalty: 5019.384766
	Iteration 29F: 3 clusters Score -3143802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Entering Unmasked Estep 
Score: -6153677.500000 Penalty: 2672.539795
	Iteration 0F: 2 clusters Score -6153678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -6121447.500000 Penalty: 5345.079590
	Iteration 0F: 3 clusters Score -6121448 nChanged 22016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -6133859.000000 Penalty: 5345.079590
	Iteration 1F: 3 clusters Score -6133859 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -6134700.500000 Penalty: 5345.079590
	Iteration 2Q: 3 clusters Score -6134700 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -6135695.000000 Penalty: 5345.079590
	Iteration 3F: 3 clusters Score -6135695 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -6136921.000000 Penalty: 5345.079590
	Iteration 4F: 3 clusters Score -6136921 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -6138643.500000 Penalty: 5345.079590
	Iteration 5F: 3 clusters Score -6138644 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -6140669.500000 Penalty: 5345.079590
	Iteration 6F: 3 clusters Score -6140670 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -6142924.000000 Penalty: 5345.079590
	Iteration 7F: 3 clusters Score -6142924 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -6145073.500000 Penalty: 5345.079590
	Iteration 8F: 3 clusters Score -6145074 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -6146936.000000 Penalty: 5345.079590
	Iteration 9F: 3 clusters Score -6146936 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -6148498.000000 Penalty: 5345.079590
	Iteration 10Q: 3 clusters Score -6148498 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -6149595.500000 Penalty: 5345.079590
	Iteration 11Q: 3 clusters Score -6149596 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -6150267.000000 Penalty: 5345.079590
	Iteration 12Q: 3 clusters Score -6150267 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -6150676.500000 Penalty: 5345.079590
	Iteration 13Q: 3 clusters Score -6150676 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -6150909.500000 Penalty: 5345.079590
	Iteration 14Q: 3 clusters Score -6150910 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -6151073.000000 Penalty: 5345.079590
	Iteration 15Q: 3 clusters Score -6151073 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -6151147.000000 Penalty: 5345.079590
	Iteration 16Q: 3 clusters Score -6151147 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -6151214.000000 Penalty: 5345.079590
	Iteration 17Q: 3 clusters Score -6151214 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -6151272.000000 Penalty: 5345.079590
	Iteration 18Q: 3 clusters Score -6151272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -6151310.500000 Penalty: 5345.079590
	Iteration 19Q: 3 clusters Score -6151310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -6151323.500000 Penalty: 5345.079590
	Iteration 20F: 3 clusters Score -6151324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -6151351.000000 Penalty: 5345.079590
	Iteration 21Q: 3 clusters Score -6151351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -6151355.000000 Penalty: 5345.079590
	Iteration 22Q: 3 clusters Score -6151355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -6151367.500000 Penalty: 5345.079590
	Iteration 23Q: 3 clusters Score -6151368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -6151371.000000 Penalty: 5345.079590
	Iteration 24Q: 3 clusters Score -6151371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -6151372.000000 Penalty: 5345.079590
	Iteration 25Q: 3 clusters Score -6151372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -6151377.000000 Penalty: 5345.079590
	Iteration 26Q: 3 clusters Score -6151377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -6151380.500000 Penalty: 5345.079590
	Iteration 27Q: 3 clusters Score -6151380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -6151384.500000 Penalty: 5345.079590
	Iteration 28Q: 3 clusters Score -6151384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -6151384.500000 Penalty: 5345.079590
	Iteration 29Q: 3 clusters Score -6151384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -6151386.000000 Penalty: 5345.079590
	Iteration 30Q: 3 clusters Score -6151386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -6151390.000000 Penalty: 5345.079590
	Iteration 31Q: 3 clusters Score -6151390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -6151397.000000 Penalty: 5345.079590
	Iteration 32Q: 3 clusters Score -6151397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -6151401.000000 Penalty: 5345.079590
	Iteration 33Q: 3 clusters Score -6151401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -6151401.000000 Penalty: 5345.079590
	Iteration 34Q: 3 clusters Score -6151401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -6151395.500000 Penalty: 5345.079590
	Iteration 35Q: 3 clusters Score -6151396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -6151398.000000 Penalty: 5345.079590
	Iteration 36Q: 3 clusters Score -6151398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -6151403.500000 Penalty: 5345.079590
	Iteration 37Q: 3 clusters Score -6151404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -6151400.000000 Penalty: 5345.079590
	Iteration 38Q: 3 clusters Score -6151400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -6151399.000000 Penalty: 5345.079590
	Iteration 39Q: 3 clusters Score -6151399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -6151399.000000 Penalty: 5345.079590
	Iteration 40F: 3 clusters Score -6151399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Entering Unmasked Estep 
Score: -2384650.250000 Penalty: 2436.207031
	Iteration 0F: 2 clusters Score -2384650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2371627.250000 Penalty: 4872.414062
	Iteration 0F: 3 clusters Score -2371627 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2375884.500000 Penalty: 4872.414062
	Iteration 1F: 3 clusters Score -2375884 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2376281.500000 Penalty: 4872.414062
	Iteration 2F: 3 clusters Score -2376282 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2376645.750000 Penalty: 4872.414062
	Iteration 3Q: 3 clusters Score -2376646 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2377015.750000 Penalty: 4872.414062
	Iteration 4Q: 3 clusters Score -2377016 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2377376.750000 Penalty: 4872.414062
	Iteration 5Q: 3 clusters Score -2377377 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2377734.250000 Penalty: 4872.414062
	Iteration 6Q: 3 clusters Score -2377734 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2378096.250000 Penalty: 4872.414062
	Iteration 7Q: 3 clusters Score -2378096 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2378521.250000 Penalty: 4872.414062
	Iteration 8Q: 3 clusters Score -2378521 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2378913.250000 Penalty: 4872.414062
	Iteration 9Q: 3 clusters Score -2378913 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2379332.750000 Penalty: 4872.414062
	Iteration 10Q: 3 clusters Score -2379333 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2379793.750000 Penalty: 4872.414062
	Iteration 11Q: 3 clusters Score -2379794 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2380225.750000 Penalty: 4872.414062
	Iteration 12Q: 3 clusters Score -2380226 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2380600.250000 Penalty: 4872.414062
	Iteration 13Q: 3 clusters Score -2380600 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2380904.000000 Penalty: 4872.414062
	Iteration 14Q: 3 clusters Score -2380904 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2381165.250000 Penalty: 4872.414062
	Iteration 15Q: 3 clusters Score -2381165 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2381374.000000 Penalty: 4872.414062
	Iteration 16Q: 3 clusters Score -2381374 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2381542.500000 Penalty: 4872.414062
	Iteration 17Q: 3 clusters Score -2381542 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2381698.500000 Penalty: 4872.414062
	Iteration 18Q: 3 clusters Score -2381698 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2381845.750000 Penalty: 4872.414062
	Iteration 19Q: 3 clusters Score -2381846 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2382010.750000 Penalty: 4872.414062
	Iteration 20F: 3 clusters Score -2382011 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2382179.750000 Penalty: 4872.414062
	Iteration 21Q: 3 clusters Score -2382180 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2382338.750000 Penalty: 4872.414062
	Iteration 22Q: 3 clusters Score -2382339 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2382511.000000 Penalty: 4872.414062
	Iteration 23Q: 3 clusters Score -2382511 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2382709.750000 Penalty: 4872.414062
	Iteration 24Q: 3 clusters Score -2382710 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2382906.750000 Penalty: 4872.414062
	Iteration 25Q: 3 clusters Score -2382907 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2383085.500000 Penalty: 4872.414062
	Iteration 26Q: 3 clusters Score -2383086 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2383259.250000 Penalty: 4872.414062
	Iteration 27Q: 3 clusters Score -2383259 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2383405.750000 Penalty: 4872.414062
	Iteration 28Q: 3 clusters Score -2383406 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2383537.750000 Penalty: 4872.414062
	Iteration 29Q: 3 clusters Score -2383538 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2383659.000000 Penalty: 4872.414062
	Iteration 30Q: 3 clusters Score -2383659 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2383766.000000 Penalty: 4872.414062
	Iteration 31Q: 3 clusters Score -2383766 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2383842.500000 Penalty: 4872.414062
	Iteration 32Q: 3 clusters Score -2383842 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2383899.250000 Penalty: 4872.414062
	Iteration 33Q: 3 clusters Score -2383899 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2383937.000000 Penalty: 4872.414062
	Iteration 34Q: 3 clusters Score -2383937 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2383955.750000 Penalty: 4872.414062
	Iteration 35Q: 3 clusters Score -2383956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2383977.000000 Penalty: 4872.414062
	Iteration 36Q: 3 clusters Score -2383977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2383987.500000 Penalty: 4872.414062
	Iteration 37Q: 3 clusters Score -2383988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2383992.000000 Penalty: 4872.414062
	Iteration 38Q: 3 clusters Score -2383992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2384008.750000 Penalty: 4872.414062
	Iteration 39Q: 3 clusters Score -2384009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2384016.250000 Penalty: 4872.414062
	Iteration 40F: 3 clusters Score -2384016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2384023.000000 Penalty: 4872.414062
	Iteration 41Q: 3 clusters Score -2384023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2384032.750000 Penalty: 4872.414062
	Iteration 42Q: 3 clusters Score -2384033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2384048.500000 Penalty: 4872.414062
	Iteration 43Q: 3 clusters Score -2384048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2384066.250000 Penalty: 4872.414062
	Iteration 44Q: 3 clusters Score -2384066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2384078.250000 Penalty: 4872.414062
	Iteration 45Q: 3 clusters Score -2384078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2384081.500000 Penalty: 4872.414062
	Iteration 46Q: 3 clusters Score -2384082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2384086.000000 Penalty: 4872.414062
	Iteration 47Q: 3 clusters Score -2384086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2384091.500000 Penalty: 4872.414062
	Iteration 48Q: 3 clusters Score -2384092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2384093.250000 Penalty: 4872.414062
	Iteration 49Q: 3 clusters Score -2384093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2384105.000000 Penalty: 4872.414062
	Iteration 50Q: 3 clusters Score -2384105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2384108.750000 Penalty: 4872.414062
	Iteration 51Q: 3 clusters Score -2384109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2384112.750000 Penalty: 4872.414062
	Iteration 52Q: 3 clusters Score -2384113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2384108.500000 Penalty: 4872.414062
	Iteration 53Q: 3 clusters Score -2384108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2384115.000000 Penalty: 4872.414062
	Iteration 54Q: 3 clusters Score -2384115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2384112.250000 Penalty: 4872.414062
	Iteration 55Q: 3 clusters Score -2384112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2384110.250000 Penalty: 4872.414062
	Iteration 56Q: 3 clusters Score -2384110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2384110.250000 Penalty: 4872.414062
	Iteration 57F: 3 clusters Score -2384110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Entering Unmasked Estep 
Score: -774349.750000 Penalty: 2170.090820
	Iteration 0F: 2 clusters Score -774349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -769033.937500 Penalty: 4340.181641
	Iteration 0F: 3 clusters Score -769033.9 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -770534.812500 Penalty: 4340.181641
	Iteration 1F: 3 clusters Score -770534.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -771139.062500 Penalty: 4340.181641
	Iteration 2F: 3 clusters Score -771139.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -771769.062500 Penalty: 4340.181641
	Iteration 3F: 3 clusters Score -771769.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -772327.125000 Penalty: 4340.181641
	Iteration 4F: 3 clusters Score -772327.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -772689.875000 Penalty: 4340.181641
	Iteration 5F: 3 clusters Score -772689.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -772929.500000 Penalty: 4340.181641
	Iteration 6Q: 3 clusters Score -772929.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -773093.875000 Penalty: 4340.181641
	Iteration 7Q: 3 clusters Score -773093.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -773228.312500 Penalty: 4340.181641
	Iteration 8Q: 3 clusters Score -773228.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -773328.437500 Penalty: 4340.181641
	Iteration 9Q: 3 clusters Score -773328.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -773420.187500 Penalty: 4340.181641
	Iteration 10Q: 3 clusters Score -773420.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -773521.562500 Penalty: 4340.181641
	Iteration 11Q: 3 clusters Score -773521.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -773620.000000 Penalty: 4340.181641
	Iteration 12Q: 3 clusters Score -773620 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -773694.937500 Penalty: 4340.181641
	Iteration 13Q: 3 clusters Score -773694.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -773753.312500 Penalty: 4340.181641
	Iteration 14Q: 3 clusters Score -773753.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -773792.312500 Penalty: 4340.181641
	Iteration 15Q: 3 clusters Score -773792.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -773811.187500 Penalty: 4340.181641
	Iteration 16Q: 3 clusters Score -773811.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -773826.187500 Penalty: 4340.181641
	Iteration 17Q: 3 clusters Score -773826.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -773829.312500 Penalty: 4340.181641
	Iteration 18Q: 3 clusters Score -773829.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -773833.375000 Penalty: 4340.181641
	Iteration 19Q: 3 clusters Score -773833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -773833.562500 Penalty: 4340.181641
	Iteration 20F: 3 clusters Score -773833.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -773833.750000 Penalty: 4340.181641
	Iteration 21Q: 3 clusters Score -773833.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -773836.625000 Penalty: 4340.181641
	Iteration 22Q: 3 clusters Score -773836.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -773836.250000 Penalty: 4340.181641
	Iteration 23Q: 3 clusters Score -773836.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -773836.250000 Penalty: 4340.181641
	Iteration 24F: 3 clusters Score -773836.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Entering Unmasked Estep 
Score: -637996.062500 Penalty: 2115.858643
	Iteration 0F: 2 clusters Score -637996.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -633487.312500 Penalty: 4231.717285
	Iteration 0F: 3 clusters Score -633487.3 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -634555.437500 Penalty: 4231.717285
	Iteration 1F: 3 clusters Score -634555.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -634770.437500 Penalty: 4231.717285
	Iteration 2F: 3 clusters Score -634770.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -634904.625000 Penalty: 4231.717285
	Iteration 3F: 3 clusters Score -634904.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -635004.812500 Penalty: 4231.717285
	Iteration 4Q: 3 clusters Score -635004.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -635074.437500 Penalty: 4231.717285
	Iteration 5Q: 3 clusters Score -635074.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -635119.187500 Penalty: 4231.717285
	Iteration 6Q: 3 clusters Score -635119.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -635163.875000 Penalty: 4231.717285
	Iteration 7Q: 3 clusters Score -635163.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -635216.250000 Penalty: 4231.717285
	Iteration 8Q: 3 clusters Score -635216.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -635271.687500 Penalty: 4231.717285
	Iteration 9Q: 3 clusters Score -635271.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -635329.062500 Penalty: 4231.717285
	Iteration 10Q: 3 clusters Score -635329.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -635394.312500 Penalty: 4231.717285
	Iteration 11Q: 3 clusters Score -635394.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -635459.437500 Penalty: 4231.717285
	Iteration 12Q: 3 clusters Score -635459.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -635523.062500 Penalty: 4231.717285
	Iteration 13Q: 3 clusters Score -635523.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -635580.125000 Penalty: 4231.717285
	Iteration 14Q: 3 clusters Score -635580.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -635631.250000 Penalty: 4231.717285
	Iteration 15Q: 3 clusters Score -635631.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -635683.062500 Penalty: 4231.717285
	Iteration 16Q: 3 clusters Score -635683.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -635733.625000 Penalty: 4231.717285
	Iteration 17Q: 3 clusters Score -635733.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -635797.937500 Penalty: 4231.717285
	Iteration 18Q: 3 clusters Score -635797.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -635866.375000 Penalty: 4231.717285
	Iteration 19Q: 3 clusters Score -635866.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -635923.812500 Penalty: 4231.717285
	Iteration 20F: 3 clusters Score -635923.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -635958.812500 Penalty: 4231.717285
	Iteration 21Q: 3 clusters Score -635958.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -635988.187500 Penalty: 4231.717285
	Iteration 22Q: 3 clusters Score -635988.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -636008.062500 Penalty: 4231.717285
	Iteration 23Q: 3 clusters Score -636008.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -636030.750000 Penalty: 4231.717285
	Iteration 24Q: 3 clusters Score -636030.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -636049.000000 Penalty: 4231.717285
	Iteration 25Q: 3 clusters Score -636049 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -636065.562500 Penalty: 4231.717285
	Iteration 26Q: 3 clusters Score -636065.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -636081.437500 Penalty: 4231.717285
	Iteration 27Q: 3 clusters Score -636081.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -636101.750000 Penalty: 4231.717285
	Iteration 28Q: 3 clusters Score -636101.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -636119.687500 Penalty: 4231.717285
	Iteration 29Q: 3 clusters Score -636119.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -636132.875000 Penalty: 4231.717285
	Iteration 30Q: 3 clusters Score -636132.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -636146.375000 Penalty: 4231.717285
	Iteration 31Q: 3 clusters Score -636146.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -636157.375000 Penalty: 4231.717285
	Iteration 32Q: 3 clusters Score -636157.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -636164.812500 Penalty: 4231.717285
	Iteration 33Q: 3 clusters Score -636164.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -636172.562500 Penalty: 4231.717285
	Iteration 34Q: 3 clusters Score -636172.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -636174.062500 Penalty: 4231.717285
	Iteration 35Q: 3 clusters Score -636174.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -636177.562500 Penalty: 4231.717285
	Iteration 36Q: 3 clusters Score -636177.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -636184.625000 Penalty: 4231.717285
	Iteration 37Q: 3 clusters Score -636184.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -636188.875000 Penalty: 4231.717285
	Iteration 38Q: 3 clusters Score -636188.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -636189.875000 Penalty: 4231.717285
	Iteration 39Q: 3 clusters Score -636189.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -636192.625000 Penalty: 4231.717285
	Iteration 40F: 3 clusters Score -636192.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -636196.187500 Penalty: 4231.717285
	Iteration 41Q: 3 clusters Score -636196.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -636196.812500 Penalty: 4231.717285
	Iteration 42Q: 3 clusters Score -636196.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -636200.187500 Penalty: 4231.717285
	Iteration 43Q: 3 clusters Score -636200.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -636203.625000 Penalty: 4231.717285
	Iteration 44Q: 3 clusters Score -636203.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -636209.687500 Penalty: 4231.717285
	Iteration 45Q: 3 clusters Score -636209.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -636215.375000 Penalty: 4231.717285
	Iteration 46Q: 3 clusters Score -636215.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -636220.812500 Penalty: 4231.717285
	Iteration 47Q: 3 clusters Score -636220.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -636225.812500 Penalty: 4231.717285
	Iteration 48Q: 3 clusters Score -636225.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -636228.500000 Penalty: 4231.717285
	Iteration 49Q: 3 clusters Score -636228.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -636229.187500 Penalty: 4231.717285
	Iteration 50Q: 3 clusters Score -636229.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -636229.750000 Penalty: 4231.717285
	Iteration 51Q: 3 clusters Score -636229.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -636233.375000 Penalty: 4231.717285
	Iteration 52Q: 3 clusters Score -636233.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -636233.250000 Penalty: 4231.717285
	Iteration 53Q: 3 clusters Score -636233.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -636234.437500 Penalty: 4231.717285
	Iteration 54Q: 3 clusters Score -636234.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -636235.812500 Penalty: 4231.717285
	Iteration 55Q: 3 clusters Score -636235.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -636235.812500 Penalty: 4231.717285
	Iteration 56F: 3 clusters Score -636235.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Entering Unmasked Estep 
Score: -1138815.125000 Penalty: 2252.123291
	Iteration 0F: 2 clusters Score -1138815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1131977.250000 Penalty: 4504.246582
	Iteration 0F: 3 clusters Score -1131977 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1133853.625000 Penalty: 4504.246582
	Iteration 1F: 3 clusters Score -1133854 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1134131.625000 Penalty: 4504.246582
	Iteration 2F: 3 clusters Score -1134132 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1134336.375000 Penalty: 4504.246582
	Iteration 3F: 3 clusters Score -1134336 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1134531.875000 Penalty: 4504.246582
	Iteration 4Q: 3 clusters Score -1134532 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1134732.125000 Penalty: 4504.246582
	Iteration 5Q: 3 clusters Score -1134732 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1134946.500000 Penalty: 4504.246582
	Iteration 6Q: 3 clusters Score -1134946 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1135173.250000 Penalty: 4504.246582
	Iteration 7Q: 3 clusters Score -1135173 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1135423.750000 Penalty: 4504.246582
	Iteration 8Q: 3 clusters Score -1135424 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1135711.625000 Penalty: 4504.246582
	Iteration 9Q: 3 clusters Score -1135712 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1135960.250000 Penalty: 4504.246582
	Iteration 10Q: 3 clusters Score -1135960 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1136146.375000 Penalty: 4504.246582
	Iteration 11Q: 3 clusters Score -1136146 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1136309.750000 Penalty: 4504.246582
	Iteration 12Q: 3 clusters Score -1136310 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1136437.625000 Penalty: 4504.246582
	Iteration 13Q: 3 clusters Score -1136438 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1136535.250000 Penalty: 4504.246582
	Iteration 14Q: 3 clusters Score -1136535 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1136609.500000 Penalty: 4504.246582
	Iteration 15Q: 3 clusters Score -1136610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1136646.375000 Penalty: 4504.246582
	Iteration 16Q: 3 clusters Score -1136646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1136684.625000 Penalty: 4504.246582
	Iteration 17Q: 3 clusters Score -1136685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1136728.000000 Penalty: 4504.246582
	Iteration 18Q: 3 clusters Score -1136728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1136764.875000 Penalty: 4504.246582
	Iteration 19Q: 3 clusters Score -1136765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1136783.750000 Penalty: 4504.246582
	Iteration 20F: 3 clusters Score -1136784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1136805.125000 Penalty: 4504.246582
	Iteration 21Q: 3 clusters Score -1136805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1136819.125000 Penalty: 4504.246582
	Iteration 22Q: 3 clusters Score -1136819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1136831.625000 Penalty: 4504.246582
	Iteration 23Q: 3 clusters Score -1136832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1136834.875000 Penalty: 4504.246582
	Iteration 24Q: 3 clusters Score -1136835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1136839.000000 Penalty: 4504.246582
	Iteration 25Q: 3 clusters Score -1136839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1136841.375000 Penalty: 4504.246582
	Iteration 26Q: 3 clusters Score -1136841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1136847.625000 Penalty: 4504.246582
	Iteration 27Q: 3 clusters Score -1136848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1136847.250000 Penalty: 4504.246582
	Iteration 28Q: 3 clusters Score -1136847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1136852.375000 Penalty: 4504.246582
	Iteration 29Q: 3 clusters Score -1136852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1136853.750000 Penalty: 4504.246582
	Iteration 30Q: 3 clusters Score -1136854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1136856.250000 Penalty: 4504.246582
	Iteration 31Q: 3 clusters Score -1136856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1136855.750000 Penalty: 4504.246582
	Iteration 32Q: 3 clusters Score -1136856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1136855.750000 Penalty: 4504.246582
	Iteration 33F: 3 clusters Score -1136856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (78230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78230 members 
Entering Unmasked Estep 
Score: -10139284.000000 Penalty: 2794.317383
	Iteration 0F: 2 clusters Score -1.013928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -10086698.000000 Penalty: 5588.634766
	Iteration 0F: 3 clusters Score -1.00867e+07 nChanged 36851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -10107672.000000 Penalty: 5588.634766
	Iteration 1F: 3 clusters Score -1.010767e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -10108358.000000 Penalty: 5588.634766
	Iteration 2Q: 3 clusters Score -1.010836e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -10109081.000000 Penalty: 5588.634766
	Iteration 3Q: 3 clusters Score -1.010908e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -10109894.000000 Penalty: 5588.634766
	Iteration 4Q: 3 clusters Score -1.010989e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -10110735.000000 Penalty: 5588.634766
	Iteration 5Q: 3 clusters Score -1.011074e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -10111733.000000 Penalty: 5588.634766
	Iteration 6Q: 3 clusters Score -1.011173e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -10112751.000000 Penalty: 5588.634766
	Iteration 7Q: 3 clusters Score -1.011275e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -10113810.000000 Penalty: 5588.634766
	Iteration 8Q: 3 clusters Score -1.011381e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -10115180.000000 Penalty: 5588.634766
	Iteration 9Q: 3 clusters Score -1.011518e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -10116538.000000 Penalty: 5588.634766
	Iteration 10Q: 3 clusters Score -1.011654e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -10118022.000000 Penalty: 5588.634766
	Iteration 11Q: 3 clusters Score -1.011802e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -10119759.000000 Penalty: 5588.634766
	Iteration 12Q: 3 clusters Score -1.011976e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -10121558.000000 Penalty: 5588.634766
	Iteration 13Q: 3 clusters Score -1.012156e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -10123470.000000 Penalty: 5588.634766
	Iteration 14Q: 3 clusters Score -1.012347e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -10125347.000000 Penalty: 5588.634766
	Iteration 15Q: 3 clusters Score -1.012535e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -10127132.000000 Penalty: 5588.634766
	Iteration 16Q: 3 clusters Score -1.012713e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -10128726.000000 Penalty: 5588.634766
	Iteration 17Q: 3 clusters Score -1.012873e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 63774 members 
Entering Unmasked Estep 
Score: -10130103.000000 Penalty: 5588.634766
	Iteration 18Q: 3 clusters Score -1.01301e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 65643 members 
Entering Unmasked Estep 
Score: -10131290.000000 Penalty: 5588.634766
	Iteration 19Q: 3 clusters Score -1.013129e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -10132351.000000 Penalty: 5588.634766
	Iteration 20F: 3 clusters Score -1.013235e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -10133341.000000 Penalty: 5588.634766
	Iteration 21Q: 3 clusters Score -1.013334e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -10134196.000000 Penalty: 5588.634766
	Iteration 22Q: 3 clusters Score -1.01342e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 71186 members 
Entering Unmasked Estep 
Score: -10134941.000000 Penalty: 5588.634766
	Iteration 23Q: 3 clusters Score -1.013494e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 72072 members 
Entering Unmasked Estep 
Score: -10135424.000000 Penalty: 5588.634766
	Iteration 24Q: 3 clusters Score -1.013542e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 72811 members 
Entering Unmasked Estep 
Score: -10135827.000000 Penalty: 5588.634766
	Iteration 25Q: 3 clusters Score -1.013583e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 73375 members 
Entering Unmasked Estep 
Score: -10136152.000000 Penalty: 5588.634766
	Iteration 26Q: 3 clusters Score -1.013615e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
Score: -10136354.000000 Penalty: 5588.634766
	Iteration 27Q: 3 clusters Score -1.013635e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 74159 members 
Entering Unmasked Estep 
Score: -10136511.000000 Penalty: 5588.634766
	Iteration 28Q: 3 clusters Score -1.013651e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 74434 members 
Entering Unmasked Estep 
Score: -10136574.000000 Penalty: 5588.634766
	Iteration 29Q: 3 clusters Score -1.013657e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 74670 members 
Entering Unmasked Estep 
Score: -10136629.000000 Penalty: 5588.634766
	Iteration 30Q: 3 clusters Score -1.013663e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 74863 members 
Entering Unmasked Estep 
Score: -10136707.000000 Penalty: 5588.634766
	Iteration 31Q: 3 clusters Score -1.013671e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -10136764.000000 Penalty: 5588.634766
	Iteration 32Q: 3 clusters Score -1.013676e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -10136856.000000 Penalty: 5588.634766
	Iteration 33Q: 3 clusters Score -1.013686e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -10136902.000000 Penalty: 5588.634766
	Iteration 34Q: 3 clusters Score -1.01369e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 75464 members 
Entering Unmasked Estep 
Score: -10136951.000000 Penalty: 5588.634766
	Iteration 35Q: 3 clusters Score -1.013695e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 75552 members 
Entering Unmasked Estep 
Score: -10136973.000000 Penalty: 5588.634766
	Iteration 36Q: 3 clusters Score -1.013697e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -10136981.000000 Penalty: 5588.634766
	Iteration 37Q: 3 clusters Score -1.013698e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -10137009.000000 Penalty: 5588.634766
	Iteration 38Q: 3 clusters Score -1.013701e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 75747 members 
Entering Unmasked Estep 
Score: -10137029.000000 Penalty: 5588.634766
	Iteration 39Q: 3 clusters Score -1.013703e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 75794 members 
Entering Unmasked Estep 
Score: -10137040.000000 Penalty: 5588.634766
	Iteration 40F: 3 clusters Score -1.013704e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 75847 members 
Entering Unmasked Estep 
Score: -10137077.000000 Penalty: 5588.634766
	Iteration 41Q: 3 clusters Score -1.013708e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 75884 members 
Entering Unmasked Estep 
Score: -10137092.000000 Penalty: 5588.634766
	Iteration 42Q: 3 clusters Score -1.013709e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
Score: -10137092.000000 Penalty: 5588.634766
	Iteration 43Q: 3 clusters Score -1.013709e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 75949 members 
Entering Unmasked Estep 
Score: -10137112.000000 Penalty: 5588.634766
	Iteration 44Q: 3 clusters Score -1.013711e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 75973 members 
Entering Unmasked Estep 
Score: -10137108.000000 Penalty: 5588.634766
	Iteration 45Q: 3 clusters Score -1.013711e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 75989 members 
Entering Unmasked Estep 
Score: -10137113.000000 Penalty: 5588.634766
	Iteration 46Q: 3 clusters Score -1.013711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 76005 members 
Entering Unmasked Estep 
Score: -10137117.000000 Penalty: 5588.634766
	Iteration 47Q: 3 clusters Score -1.013712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -10137127.000000 Penalty: 5588.634766
	Iteration 48Q: 3 clusters Score -1.013713e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -10137132.000000 Penalty: 5588.634766
	Iteration 49Q: 3 clusters Score -1.013713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 76033 members 
Entering Unmasked Estep 
Score: -10137129.000000 Penalty: 5588.634766
	Iteration 50Q: 3 clusters Score -1.013713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 76038 members 
Entering Unmasked Estep 
Score: -10137130.000000 Penalty: 5588.634766
	Iteration 51Q: 3 clusters Score -1.013713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 76041 members 
Entering Unmasked Estep 
Score: -10137128.000000 Penalty: 5588.634766
	Iteration 52Q: 3 clusters Score -1.013713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 76048 members 
Entering Unmasked Estep 
Score: -10137127.000000 Penalty: 5588.634766
	Iteration 53Q: 3 clusters Score -1.013713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -10137129.000000 Penalty: 5588.634766
	Iteration 54Q: 3 clusters Score -1.013713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 76069 members 
Entering Unmasked Estep 
Score: -10137133.000000 Penalty: 5588.634766
	Iteration 55Q: 3 clusters Score -1.013713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 76074 members 
Entering Unmasked Estep 
Score: -10137117.000000 Penalty: 5588.634766
	Iteration 56Q: 3 clusters Score -1.013712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 76081 members 
Entering Unmasked Estep 
Score: -10137128.000000 Penalty: 5588.634766
	Iteration 57Q: 3 clusters Score -1.013713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 76088 members 
Entering Unmasked Estep 
Score: -10137124.000000 Penalty: 5588.634766
	Iteration 58Q: 3 clusters Score -1.013712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 76095 members 
Entering Unmasked Estep 
Score: -10137129.000000 Penalty: 5588.634766
	Iteration 59Q: 3 clusters Score -1.013713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 76105 members 
Entering Unmasked Estep 
Score: -10137123.000000 Penalty: 5588.634766
	Iteration 60F: 3 clusters Score -1.013712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 76112 members 
Entering Unmasked Estep 
Score: -10137137.000000 Penalty: 5588.634766
	Iteration 61Q: 3 clusters Score -1.013714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 76117 members 
Entering Unmasked Estep 
Score: -10137139.000000 Penalty: 5588.634766
	Iteration 62Q: 3 clusters Score -1.013714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 76118 members 
Entering Unmasked Estep 
Score: -10137145.000000 Penalty: 5588.634766
	Iteration 63Q: 3 clusters Score -1.013714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 76122 members 
Entering Unmasked Estep 
Score: -10137135.000000 Penalty: 5588.634766
	Iteration 64Q: 3 clusters Score -1.013714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -10137141.000000 Penalty: 5588.634766
	Iteration 65Q: 3 clusters Score -1.013714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 76128 members 
Entering Unmasked Estep 
Score: -10137141.000000 Penalty: 5588.634766
	Iteration 66Q: 3 clusters Score -1.013714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 76129 members 
Entering Unmasked Estep 
Score: -10137140.000000 Penalty: 5588.634766
	Iteration 67Q: 3 clusters Score -1.013714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -10137142.000000 Penalty: 5588.634766
	Iteration 68Q: 3 clusters Score -1.013714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 76133 members 
Entering Unmasked Estep 
Score: -10137140.000000 Penalty: 5588.634766
	Iteration 69Q: 3 clusters Score -1.013714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 76136 members 
Entering Unmasked Estep 
Score: -10137138.000000 Penalty: 5588.634766
	Iteration 70Q: 3 clusters Score -1.013714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -10137140.000000 Penalty: 5588.634766
	Iteration 71Q: 3 clusters Score -1.013714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 76143 members 
Entering Unmasked Estep 
Score: -10137141.000000 Penalty: 5588.634766
	Iteration 72Q: 3 clusters Score -1.013714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -10137144.000000 Penalty: 5588.634766
	Iteration 73Q: 3 clusters Score -1.013714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 76147 members 
Entering Unmasked Estep 
Score: -10137136.000000 Penalty: 5588.634766
	Iteration 74Q: 3 clusters Score -1.013714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 76149 members 
Entering Unmasked Estep 
Score: -10137142.000000 Penalty: 5588.634766
	Iteration 75Q: 3 clusters Score -1.013714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 76152 members 
Entering Unmasked Estep 
Score: -10137141.000000 Penalty: 5588.634766
	Iteration 76Q: 3 clusters Score -1.013714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 76155 members 
Entering Unmasked Estep 
Score: -10137138.000000 Penalty: 5588.634766
	Iteration 77Q: 3 clusters Score -1.013714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 76162 members 
Entering Unmasked Estep 
Score: -10137147.000000 Penalty: 5588.634766
	Iteration 78Q: 3 clusters Score -1.013715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 76169 members 
Entering Unmasked Estep 
Score: -10137141.000000 Penalty: 5588.634766
	Iteration 79Q: 3 clusters Score -1.013714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -10137136.000000 Penalty: 5588.634766
	Iteration 80F: 3 clusters Score -1.013714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 76181 members 
Entering Unmasked Estep 
Score: -10137137.000000 Penalty: 5588.634766
	Iteration 81Q: 3 clusters Score -1.013714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 76183 members 
Entering Unmasked Estep 
Score: -10137138.000000 Penalty: 5588.634766
	Iteration 82Q: 3 clusters Score -1.013714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 76184 members 
Entering Unmasked Estep 
Score: -10137140.000000 Penalty: 5588.634766
	Iteration 83Q: 3 clusters Score -1.013714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 76184 members 
Entering Unmasked Estep 
Score: -10137140.000000 Penalty: 5588.634766
	Iteration 84F: 3 clusters Score -1.013714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Entering Unmasked Estep 
Score: -2654305.250000 Penalty: 2464.776123
	Iteration 0F: 2 clusters Score -2654305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2639825.000000 Penalty: 4929.552246
	Iteration 0F: 3 clusters Score -2639825 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2644533.250000 Penalty: 4929.552246
	Iteration 1F: 3 clusters Score -2644533 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2645030.250000 Penalty: 4929.552246
	Iteration 2F: 3 clusters Score -2645030 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2645569.750000 Penalty: 4929.552246
	Iteration 3F: 3 clusters Score -2645570 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2646174.250000 Penalty: 4929.552246
	Iteration 4F: 3 clusters Score -2646174 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2646874.000000 Penalty: 4929.552246
	Iteration 5F: 3 clusters Score -2646874 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2647611.500000 Penalty: 4929.552246
	Iteration 6F: 3 clusters Score -2647612 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2648312.750000 Penalty: 4929.552246
	Iteration 7F: 3 clusters Score -2648313 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2648924.000000 Penalty: 4929.552246
	Iteration 8F: 3 clusters Score -2648924 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2649411.750000 Penalty: 4929.552246
	Iteration 9Q: 3 clusters Score -2649412 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2649799.500000 Penalty: 4929.552246
	Iteration 10Q: 3 clusters Score -2649800 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2650151.750000 Penalty: 4929.552246
	Iteration 11Q: 3 clusters Score -2650152 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2650464.500000 Penalty: 4929.552246
	Iteration 12Q: 3 clusters Score -2650464 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2650771.250000 Penalty: 4929.552246
	Iteration 13Q: 3 clusters Score -2650771 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2651062.750000 Penalty: 4929.552246
	Iteration 14Q: 3 clusters Score -2651063 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2651301.750000 Penalty: 4929.552246
	Iteration 15Q: 3 clusters Score -2651302 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2651537.750000 Penalty: 4929.552246
	Iteration 16Q: 3 clusters Score -2651538 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2651735.750000 Penalty: 4929.552246
	Iteration 17Q: 3 clusters Score -2651736 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2651880.750000 Penalty: 4929.552246
	Iteration 18Q: 3 clusters Score -2651881 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2652012.500000 Penalty: 4929.552246
	Iteration 19Q: 3 clusters Score -2652012 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2652093.250000 Penalty: 4929.552246
	Iteration 20F: 3 clusters Score -2652093 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2652157.250000 Penalty: 4929.552246
	Iteration 21Q: 3 clusters Score -2652157 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2652186.000000 Penalty: 4929.552246
	Iteration 22Q: 3 clusters Score -2652186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2652211.750000 Penalty: 4929.552246
	Iteration 23Q: 3 clusters Score -2652212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2652217.750000 Penalty: 4929.552246
	Iteration 24Q: 3 clusters Score -2652218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2652221.750000 Penalty: 4929.552246
	Iteration 25Q: 3 clusters Score -2652222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2652235.750000 Penalty: 4929.552246
	Iteration 26Q: 3 clusters Score -2652236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2652246.250000 Penalty: 4929.552246
	Iteration 27Q: 3 clusters Score -2652246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2652253.500000 Penalty: 4929.552246
	Iteration 28Q: 3 clusters Score -2652254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2652259.250000 Penalty: 4929.552246
	Iteration 29Q: 3 clusters Score -2652259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2652270.500000 Penalty: 4929.552246
	Iteration 30Q: 3 clusters Score -2652270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2652266.500000 Penalty: 4929.552246
	Iteration 31Q: 3 clusters Score -2652266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2652275.250000 Penalty: 4929.552246
	Iteration 32Q: 3 clusters Score -2652275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2652272.500000 Penalty: 4929.552246
	Iteration 33Q: 3 clusters Score -2652272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2652277.750000 Penalty: 4929.552246
	Iteration 34Q: 3 clusters Score -2652278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2652279.750000 Penalty: 4929.552246
	Iteration 35Q: 3 clusters Score -2652280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2652281.250000 Penalty: 4929.552246
	Iteration 36Q: 3 clusters Score -2652281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2652280.500000 Penalty: 4929.552246
	Iteration 37Q: 3 clusters Score -2652280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2652281.500000 Penalty: 4929.552246
	Iteration 38Q: 3 clusters Score -2652282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2652282.750000 Penalty: 4929.552246
	Iteration 39Q: 3 clusters Score -2652283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2652283.500000 Penalty: 4929.552246
	Iteration 40F: 3 clusters Score -2652284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2652287.750000 Penalty: 4929.552246
	Iteration 41Q: 3 clusters Score -2652288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2652289.500000 Penalty: 4929.552246
	Iteration 42Q: 3 clusters Score -2652290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2652292.750000 Penalty: 4929.552246
	Iteration 43Q: 3 clusters Score -2652293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2652293.250000 Penalty: 4929.552246
	Iteration 44Q: 3 clusters Score -2652293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2652294.500000 Penalty: 4929.552246
	Iteration 45Q: 3 clusters Score -2652294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2652296.250000 Penalty: 4929.552246
	Iteration 46Q: 3 clusters Score -2652296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2652296.750000 Penalty: 4929.552246
	Iteration 47Q: 3 clusters Score -2652297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2652296.750000 Penalty: 4929.552246
	Iteration 48F: 3 clusters Score -2652297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Entering Unmasked Estep 
Score: -1380797.000000 Penalty: 2318.350586
	Iteration 0F: 2 clusters Score -1380797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1372272.500000 Penalty: 4636.701172
	Iteration 0F: 3 clusters Score -1372272 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1374882.500000 Penalty: 4636.701172
	Iteration 1F: 3 clusters Score -1374882 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1375391.500000 Penalty: 4636.701172
	Iteration 2F: 3 clusters Score -1375392 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1375830.250000 Penalty: 4636.701172
	Iteration 3F: 3 clusters Score -1375830 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1376289.875000 Penalty: 4636.701172
	Iteration 4F: 3 clusters Score -1376290 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1376732.750000 Penalty: 4636.701172
	Iteration 5F: 3 clusters Score -1376733 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1377169.875000 Penalty: 4636.701172
	Iteration 6F: 3 clusters Score -1377170 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1377557.250000 Penalty: 4636.701172
	Iteration 7F: 3 clusters Score -1377557 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1377891.750000 Penalty: 4636.701172
	Iteration 8Q: 3 clusters Score -1377892 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1378162.250000 Penalty: 4636.701172
	Iteration 9Q: 3 clusters Score -1378162 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1378380.250000 Penalty: 4636.701172
	Iteration 10Q: 3 clusters Score -1378380 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1378572.625000 Penalty: 4636.701172
	Iteration 11Q: 3 clusters Score -1378573 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1378693.125000 Penalty: 4636.701172
	Iteration 12Q: 3 clusters Score -1378693 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1378795.875000 Penalty: 4636.701172
	Iteration 13Q: 3 clusters Score -1378796 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1378880.375000 Penalty: 4636.701172
	Iteration 14Q: 3 clusters Score -1378880 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1378947.875000 Penalty: 4636.701172
	Iteration 15Q: 3 clusters Score -1378948 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1379006.500000 Penalty: 4636.701172
	Iteration 16Q: 3 clusters Score -1379006 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1379053.000000 Penalty: 4636.701172
	Iteration 17Q: 3 clusters Score -1379053 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1379085.625000 Penalty: 4636.701172
	Iteration 18Q: 3 clusters Score -1379086 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1379116.250000 Penalty: 4636.701172
	Iteration 19Q: 3 clusters Score -1379116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1379140.750000 Penalty: 4636.701172
	Iteration 20F: 3 clusters Score -1379141 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1379162.750000 Penalty: 4636.701172
	Iteration 21Q: 3 clusters Score -1379163 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1379189.500000 Penalty: 4636.701172
	Iteration 22Q: 3 clusters Score -1379190 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1379216.625000 Penalty: 4636.701172
	Iteration 23Q: 3 clusters Score -1379217 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1379233.875000 Penalty: 4636.701172
	Iteration 24Q: 3 clusters Score -1379234 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1379254.750000 Penalty: 4636.701172
	Iteration 25Q: 3 clusters Score -1379255 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1379281.000000 Penalty: 4636.701172
	Iteration 26Q: 3 clusters Score -1379281 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1379309.000000 Penalty: 4636.701172
	Iteration 27Q: 3 clusters Score -1379309 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1379329.125000 Penalty: 4636.701172
	Iteration 28Q: 3 clusters Score -1379329 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1379348.750000 Penalty: 4636.701172
	Iteration 29Q: 3 clusters Score -1379349 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1379360.875000 Penalty: 4636.701172
	Iteration 30Q: 3 clusters Score -1379361 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1379378.375000 Penalty: 4636.701172
	Iteration 31Q: 3 clusters Score -1379378 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1379408.250000 Penalty: 4636.701172
	Iteration 32Q: 3 clusters Score -1379408 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1379429.500000 Penalty: 4636.701172
	Iteration 33Q: 3 clusters Score -1379430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1379462.750000 Penalty: 4636.701172
	Iteration 34Q: 3 clusters Score -1379463 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1379486.125000 Penalty: 4636.701172
	Iteration 35Q: 3 clusters Score -1379486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1379506.750000 Penalty: 4636.701172
	Iteration 36Q: 3 clusters Score -1379507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1379516.000000 Penalty: 4636.701172
	Iteration 37Q: 3 clusters Score -1379516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1379527.250000 Penalty: 4636.701172
	Iteration 38Q: 3 clusters Score -1379527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1379539.125000 Penalty: 4636.701172
	Iteration 39Q: 3 clusters Score -1379539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1379549.875000 Penalty: 4636.701172
	Iteration 40F: 3 clusters Score -1379550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1379557.125000 Penalty: 4636.701172
	Iteration 41Q: 3 clusters Score -1379557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1379560.125000 Penalty: 4636.701172
	Iteration 42Q: 3 clusters Score -1379560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1379562.125000 Penalty: 4636.701172
	Iteration 43Q: 3 clusters Score -1379562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1379566.375000 Penalty: 4636.701172
	Iteration 44Q: 3 clusters Score -1379566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1379569.250000 Penalty: 4636.701172
	Iteration 45Q: 3 clusters Score -1379569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1379574.875000 Penalty: 4636.701172
	Iteration 46Q: 3 clusters Score -1379575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1379575.750000 Penalty: 4636.701172
	Iteration 47Q: 3 clusters Score -1379576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1379582.625000 Penalty: 4636.701172
	Iteration 48Q: 3 clusters Score -1379583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1379584.625000 Penalty: 4636.701172
	Iteration 49Q: 3 clusters Score -1379585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1379584.375000 Penalty: 4636.701172
	Iteration 50Q: 3 clusters Score -1379584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1379588.500000 Penalty: 4636.701172
	Iteration 51Q: 3 clusters Score -1379588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1379588.250000 Penalty: 4636.701172
	Iteration 52Q: 3 clusters Score -1379588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1379590.875000 Penalty: 4636.701172
	Iteration 53Q: 3 clusters Score -1379591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1379594.250000 Penalty: 4636.701172
	Iteration 54Q: 3 clusters Score -1379594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1379596.125000 Penalty: 4636.701172
	Iteration 55Q: 3 clusters Score -1379596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1379597.500000 Penalty: 4636.701172
	Iteration 56Q: 3 clusters Score -1379598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1379597.875000 Penalty: 4636.701172
	Iteration 57Q: 3 clusters Score -1379598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1379599.375000 Penalty: 4636.701172
	Iteration 58Q: 3 clusters Score -1379599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1379599.750000 Penalty: 4636.701172
	Iteration 59Q: 3 clusters Score -1379600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1379607.125000 Penalty: 4636.701172
	Iteration 60F: 3 clusters Score -1379607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1379608.125000 Penalty: 4636.701172
	Iteration 61Q: 3 clusters Score -1379608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1379615.000000 Penalty: 4636.701172
	Iteration 62Q: 3 clusters Score -1379615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1379615.000000 Penalty: 4636.701172
	Iteration 63Q: 3 clusters Score -1379615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1379613.750000 Penalty: 4636.701172
	Iteration 64Q: 3 clusters Score -1379614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1379615.625000 Penalty: 4636.701172
	Iteration 65Q: 3 clusters Score -1379616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1379614.125000 Penalty: 4636.701172
	Iteration 66Q: 3 clusters Score -1379614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1379615.875000 Penalty: 4636.701172
	Iteration 67Q: 3 clusters Score -1379616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1379620.375000 Penalty: 4636.701172
	Iteration 68Q: 3 clusters Score -1379620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1379620.375000 Penalty: 4636.701172
	Iteration 69F: 3 clusters Score -1379620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Entering Unmasked Estep 
Score: -1014941.625000 Penalty: 2232.944336
	Iteration 0F: 2 clusters Score -1014942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1008450.125000 Penalty: 4465.888672
	Iteration 0F: 3 clusters Score -1008450 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1010219.125000 Penalty: 4465.888672
	Iteration 1F: 3 clusters Score -1010219 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1010520.562500 Penalty: 4465.888672
	Iteration 2F: 3 clusters Score -1010521 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1010767.312500 Penalty: 4465.888672
	Iteration 3F: 3 clusters Score -1010767 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1011002.750000 Penalty: 4465.888672
	Iteration 4Q: 3 clusters Score -1011003 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1011257.375000 Penalty: 4465.888672
	Iteration 5Q: 3 clusters Score -1011257 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1011515.812500 Penalty: 4465.888672
	Iteration 6Q: 3 clusters Score -1011516 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1011783.500000 Penalty: 4465.888672
	Iteration 7F: 3 clusters Score -1011784 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1012033.187500 Penalty: 4465.888672
	Iteration 8Q: 3 clusters Score -1012033 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1012253.875000 Penalty: 4465.888672
	Iteration 9Q: 3 clusters Score -1012254 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1012418.125000 Penalty: 4465.888672
	Iteration 10Q: 3 clusters Score -1012418 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1012552.937500 Penalty: 4465.888672
	Iteration 11Q: 3 clusters Score -1012553 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1012656.500000 Penalty: 4465.888672
	Iteration 12Q: 3 clusters Score -1012656 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1012729.250000 Penalty: 4465.888672
	Iteration 13Q: 3 clusters Score -1012729 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1012776.500000 Penalty: 4465.888672
	Iteration 14Q: 3 clusters Score -1012776 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1012809.750000 Penalty: 4465.888672
	Iteration 15Q: 3 clusters Score -1012810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1012826.937500 Penalty: 4465.888672
	Iteration 16Q: 3 clusters Score -1012827 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1012838.562500 Penalty: 4465.888672
	Iteration 17Q: 3 clusters Score -1012839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1012844.375000 Penalty: 4465.888672
	Iteration 18Q: 3 clusters Score -1012844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1012848.187500 Penalty: 4465.888672
	Iteration 19Q: 3 clusters Score -1012848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1012849.125000 Penalty: 4465.888672
	Iteration 20F: 3 clusters Score -1012849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1012852.812500 Penalty: 4465.888672
	Iteration 21Q: 3 clusters Score -1012853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1012854.875000 Penalty: 4465.888672
	Iteration 22Q: 3 clusters Score -1012855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1012856.500000 Penalty: 4465.888672
	Iteration 23Q: 3 clusters Score -1012856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1012858.437500 Penalty: 4465.888672
	Iteration 24Q: 3 clusters Score -1012858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1012859.437500 Penalty: 4465.888672
	Iteration 25Q: 3 clusters Score -1012859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1012860.500000 Penalty: 4465.888672
	Iteration 26Q: 3 clusters Score -1012860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1012861.500000 Penalty: 4465.888672
	Iteration 27Q: 3 clusters Score -1012862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1012861.500000 Penalty: 4465.888672
	Iteration 28F: 3 clusters Score -1012862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -26559.046875 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -26559.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25405.466797 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -25405.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25511.208984 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -25511.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25558.474609 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -25558.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25586.593750 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -25586.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25595.382812 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -25595.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25598.294922 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -25598.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25598.294922 Penalty: 2773.129639
	Iteration 6F: 3 clusters Score -25598.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (10294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Entering Unmasked Estep 
Score: -1344841.750000 Penalty: 2291.350586
	Iteration 0F: 2 clusters Score -1344842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1336985.625000 Penalty: 4582.701172
	Iteration 0F: 3 clusters Score -1336986 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1339334.625000 Penalty: 4582.701172
	Iteration 1F: 3 clusters Score -1339335 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1339642.375000 Penalty: 4582.701172
	Iteration 2F: 3 clusters Score -1339642 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1339878.625000 Penalty: 4582.701172
	Iteration 3F: 3 clusters Score -1339879 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1340054.375000 Penalty: 4582.701172
	Iteration 4Q: 3 clusters Score -1340054 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1340221.250000 Penalty: 4582.701172
	Iteration 5Q: 3 clusters Score -1340221 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1340407.500000 Penalty: 4582.701172
	Iteration 6Q: 3 clusters Score -1340408 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1340632.250000 Penalty: 4582.701172
	Iteration 7Q: 3 clusters Score -1340632 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1340920.000000 Penalty: 4582.701172
	Iteration 8Q: 3 clusters Score -1340920 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1341255.250000 Penalty: 4582.701172
	Iteration 9Q: 3 clusters Score -1341255 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1341614.875000 Penalty: 4582.701172
	Iteration 10F: 3 clusters Score -1341615 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1341927.750000 Penalty: 4582.701172
	Iteration 11Q: 3 clusters Score -1341928 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1342193.375000 Penalty: 4582.701172
	Iteration 12Q: 3 clusters Score -1342193 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1342412.125000 Penalty: 4582.701172
	Iteration 13Q: 3 clusters Score -1342412 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1342581.000000 Penalty: 4582.701172
	Iteration 14Q: 3 clusters Score -1342581 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1342725.750000 Penalty: 4582.701172
	Iteration 15Q: 3 clusters Score -1342726 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1342824.375000 Penalty: 4582.701172
	Iteration 16Q: 3 clusters Score -1342824 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1342905.875000 Penalty: 4582.701172
	Iteration 17Q: 3 clusters Score -1342906 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1342977.875000 Penalty: 4582.701172
	Iteration 18Q: 3 clusters Score -1342978 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1343046.875000 Penalty: 4582.701172
	Iteration 19Q: 3 clusters Score -1343047 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1343108.125000 Penalty: 4582.701172
	Iteration 20F: 3 clusters Score -1343108 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1343151.625000 Penalty: 4582.701172
	Iteration 21Q: 3 clusters Score -1343152 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1343198.375000 Penalty: 4582.701172
	Iteration 22Q: 3 clusters Score -1343198 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1343233.375000 Penalty: 4582.701172
	Iteration 23Q: 3 clusters Score -1343233 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1343258.750000 Penalty: 4582.701172
	Iteration 24Q: 3 clusters Score -1343259 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1343285.500000 Penalty: 4582.701172
	Iteration 25Q: 3 clusters Score -1343286 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1343312.875000 Penalty: 4582.701172
	Iteration 26Q: 3 clusters Score -1343313 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1343329.000000 Penalty: 4582.701172
	Iteration 27Q: 3 clusters Score -1343329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1343342.375000 Penalty: 4582.701172
	Iteration 28Q: 3 clusters Score -1343342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1343348.625000 Penalty: 4582.701172
	Iteration 29Q: 3 clusters Score -1343349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1343362.750000 Penalty: 4582.701172
	Iteration 30Q: 3 clusters Score -1343363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1343371.250000 Penalty: 4582.701172
	Iteration 31Q: 3 clusters Score -1343371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1343374.625000 Penalty: 4582.701172
	Iteration 32Q: 3 clusters Score -1343375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1343376.375000 Penalty: 4582.701172
	Iteration 33Q: 3 clusters Score -1343376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1343378.875000 Penalty: 4582.701172
	Iteration 34Q: 3 clusters Score -1343379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1343380.750000 Penalty: 4582.701172
	Iteration 35Q: 3 clusters Score -1343381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1343387.625000 Penalty: 4582.701172
	Iteration 36Q: 3 clusters Score -1343388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1343387.750000 Penalty: 4582.701172
	Iteration 37Q: 3 clusters Score -1343388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1343386.625000 Penalty: 4582.701172
	Iteration 38Q: 3 clusters Score -1343387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1343388.500000 Penalty: 4582.701172
	Iteration 39Q: 3 clusters Score -1343388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1343389.250000 Penalty: 4582.701172
	Iteration 40F: 3 clusters Score -1343389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Entering Unmasked Estep 
Score: -1124634.500000 Penalty: 2281.521729
	Iteration 0F: 2 clusters Score -1124634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1117109.000000 Penalty: 4563.043457
	Iteration 0F: 3 clusters Score -1117109 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1120363.375000 Penalty: 4563.043457
	Iteration 1F: 3 clusters Score -1120363 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1121741.125000 Penalty: 4563.043457
	Iteration 2F: 3 clusters Score -1121741 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1123060.375000 Penalty: 4563.043457
	Iteration 3F: 3 clusters Score -1123060 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1123931.875000 Penalty: 4563.043457
	Iteration 4F: 3 clusters Score -1123932 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1124506.375000 Penalty: 4563.043457
	Iteration 5F: 3 clusters Score -1124506 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1124795.500000 Penalty: 4563.043457
	Iteration 6Q: 3 clusters Score -1124796 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1124990.375000 Penalty: 4563.043457
	Iteration 7Q: 3 clusters Score -1124990 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1125098.000000 Penalty: 4563.043457
	Iteration 8Q: 3 clusters Score -1125098 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1125182.750000 Penalty: 4563.043457
	Iteration 9Q: 3 clusters Score -1125183 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1125253.750000 Penalty: 4563.043457
	Iteration 10Q: 3 clusters Score -1125254 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1125306.375000 Penalty: 4563.043457
	Iteration 11Q: 3 clusters Score -1125306 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1125352.250000 Penalty: 4563.043457
	Iteration 12Q: 3 clusters Score -1125352 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1125389.500000 Penalty: 4563.043457
	Iteration 13Q: 3 clusters Score -1125390 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1125420.500000 Penalty: 4563.043457
	Iteration 14Q: 3 clusters Score -1125420 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1125444.125000 Penalty: 4563.043457
	Iteration 15Q: 3 clusters Score -1125444 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1125478.250000 Penalty: 4563.043457
	Iteration 16Q: 3 clusters Score -1125478 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1125503.625000 Penalty: 4563.043457
	Iteration 17Q: 3 clusters Score -1125504 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1125516.750000 Penalty: 4563.043457
	Iteration 18Q: 3 clusters Score -1125517 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1125527.250000 Penalty: 4563.043457
	Iteration 19Q: 3 clusters Score -1125527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1125532.000000 Penalty: 4563.043457
	Iteration 20F: 3 clusters Score -1125532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1125541.250000 Penalty: 4563.043457
	Iteration 21Q: 3 clusters Score -1125541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1125550.375000 Penalty: 4563.043457
	Iteration 22Q: 3 clusters Score -1125550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1125553.875000 Penalty: 4563.043457
	Iteration 23Q: 3 clusters Score -1125554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1125563.500000 Penalty: 4563.043457
	Iteration 24Q: 3 clusters Score -1125564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1125568.750000 Penalty: 4563.043457
	Iteration 25Q: 3 clusters Score -1125569 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1125573.875000 Penalty: 4563.043457
	Iteration 26Q: 3 clusters Score -1125574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1125577.625000 Penalty: 4563.043457
	Iteration 27Q: 3 clusters Score -1125578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1125579.750000 Penalty: 4563.043457
	Iteration 28Q: 3 clusters Score -1125580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1125581.000000 Penalty: 4563.043457
	Iteration 29Q: 3 clusters Score -1125581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1125581.000000 Penalty: 4563.043457
	Iteration 30Q: 3 clusters Score -1125581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1125583.750000 Penalty: 4563.043457
	Iteration 31Q: 3 clusters Score -1125584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1125587.125000 Penalty: 4563.043457
	Iteration 32Q: 3 clusters Score -1125587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1125589.250000 Penalty: 4563.043457
	Iteration 33Q: 3 clusters Score -1125589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1125588.000000 Penalty: 4563.043457
	Iteration 34Q: 3 clusters Score -1125588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1125588.625000 Penalty: 4563.043457
	Iteration 35Q: 3 clusters Score -1125589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1125590.500000 Penalty: 4563.043457
	Iteration 36Q: 3 clusters Score -1125590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1125592.625000 Penalty: 4563.043457
	Iteration 37Q: 3 clusters Score -1125593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1125592.750000 Penalty: 4563.043457
	Iteration 38Q: 3 clusters Score -1125593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1125596.125000 Penalty: 4563.043457
	Iteration 39Q: 3 clusters Score -1125596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1125596.625000 Penalty: 4563.043457
	Iteration 40F: 3 clusters Score -1125597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1125599.375000 Penalty: 4563.043457
	Iteration 41Q: 3 clusters Score -1125599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1125605.500000 Penalty: 4563.043457
	Iteration 42Q: 3 clusters Score -1125606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1125604.625000 Penalty: 4563.043457
	Iteration 43Q: 3 clusters Score -1125605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1125606.625000 Penalty: 4563.043457
	Iteration 44Q: 3 clusters Score -1125607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1125609.375000 Penalty: 4563.043457
	Iteration 45Q: 3 clusters Score -1125609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1125611.000000 Penalty: 4563.043457
	Iteration 46Q: 3 clusters Score -1125611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1125611.500000 Penalty: 4563.043457
	Iteration 47Q: 3 clusters Score -1125612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1125613.500000 Penalty: 4563.043457
	Iteration 48Q: 3 clusters Score -1125614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1125611.125000 Penalty: 4563.043457
	Iteration 49Q: 3 clusters Score -1125611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1125615.500000 Penalty: 4563.043457
	Iteration 50Q: 3 clusters Score -1125616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1125614.375000 Penalty: 4563.043457
	Iteration 51Q: 3 clusters Score -1125614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1125616.125000 Penalty: 4563.043457
	Iteration 52Q: 3 clusters Score -1125616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1125616.125000 Penalty: 4563.043457
	Iteration 53F: 3 clusters Score -1125616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6315 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17394 members 
Mstep: Class 10 contains 171858 members 
Mstep: Class 11 contains 11788 members 
Mstep: Class 12 contains 175994 members 
Mstep: Class 13 contains 65375 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7476 members 
Mstep: Class 17 contains 131285 members 
Mstep: Class 18 contains 98359 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89414 members 
Mstep: Class 21 contains 73052 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47876 members 
Mstep: Class 28 contains 18461 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78230 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11478 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 6368 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Mstep: Class 43 contains 3526 members 
Entering Unmasked Estep 
Score: -150948928.000000 Penalty: 149390.437500
Splitting cluster 38 changes total score from -150949312.000000 to -150948928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -32122.437500 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -32122.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30885.708984 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -30885.71 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31249.464844 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -31249.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31473.515625 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -31473.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31660.960938 Penalty: 2922.255371
	Iteration 3F: 3 clusters Score -31660.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31953.861328 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -31953.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32215.535156 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -32215.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32297.873047 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -32297.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32345.785156 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -32345.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32370.599609 Penalty: 2922.255371
	Iteration 8Q: 3 clusters Score -32370.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32388.845703 Penalty: 2922.255371
	Iteration 9Q: 3 clusters Score -32388.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32406.320312 Penalty: 2922.255371
	Iteration 10Q: 3 clusters Score -32406.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32410.861328 Penalty: 2922.255371
	Iteration 11Q: 3 clusters Score -32410.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32410.861328 Penalty: 2922.255371
	Iteration 12F: 3 clusters Score -32410.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6315 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17394 members 
Mstep: Class 10 contains 171858 members 
Mstep: Class 11 contains 11788 members 
Mstep: Class 12 contains 175994 members 
Mstep: Class 13 contains 65375 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7476 members 
Mstep: Class 17 contains 131285 members 
Mstep: Class 18 contains 98359 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89414 members 
Mstep: Class 21 contains 73052 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47876 members 
Mstep: Class 28 contains 18461 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78230 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11478 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 221 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Mstep: Class 43 contains 141 members 
Entering Unmasked Estep 
Score: -150947680.000000 Penalty: 149390.437500
Splitting cluster 39 changes total score from -150949312.000000 to -150947680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (13119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Entering Unmasked Estep 
Score: -1658491.000000 Penalty: 2351.490723
	Iteration 0F: 2 clusters Score -1658491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1648934.375000 Penalty: 4702.981445
	Iteration 0F: 3 clusters Score -1648934 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1651778.750000 Penalty: 4702.981445
	Iteration 1F: 3 clusters Score -1651779 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1652133.875000 Penalty: 4702.981445
	Iteration 2F: 3 clusters Score -1652134 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1652413.875000 Penalty: 4702.981445
	Iteration 3Q: 3 clusters Score -1652414 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1652724.125000 Penalty: 4702.981445
	Iteration 4Q: 3 clusters Score -1652724 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1653090.000000 Penalty: 4702.981445
	Iteration 5Q: 3 clusters Score -1653090 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1653493.625000 Penalty: 4702.981445
	Iteration 6Q: 3 clusters Score -1653494 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1653901.500000 Penalty: 4702.981445
	Iteration 7F: 3 clusters Score -1653902 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1654301.375000 Penalty: 4702.981445
	Iteration 8F: 3 clusters Score -1654301 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1654616.375000 Penalty: 4702.981445
	Iteration 9Q: 3 clusters Score -1654616 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1654857.000000 Penalty: 4702.981445
	Iteration 10Q: 3 clusters Score -1654857 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1655047.625000 Penalty: 4702.981445
	Iteration 11Q: 3 clusters Score -1655048 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1655180.000000 Penalty: 4702.981445
	Iteration 12Q: 3 clusters Score -1655180 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1655287.000000 Penalty: 4702.981445
	Iteration 13Q: 3 clusters Score -1655287 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1655364.500000 Penalty: 4702.981445
	Iteration 14Q: 3 clusters Score -1655364 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1655437.000000 Penalty: 4702.981445
	Iteration 15Q: 3 clusters Score -1655437 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1655488.625000 Penalty: 4702.981445
	Iteration 16Q: 3 clusters Score -1655489 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1655529.125000 Penalty: 4702.981445
	Iteration 17Q: 3 clusters Score -1655529 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1655560.375000 Penalty: 4702.981445
	Iteration 18Q: 3 clusters Score -1655560 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1655580.000000 Penalty: 4702.981445
	Iteration 19Q: 3 clusters Score -1655580 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1655604.875000 Penalty: 4702.981445
	Iteration 20F: 3 clusters Score -1655605 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1655621.250000 Penalty: 4702.981445
	Iteration 21Q: 3 clusters Score -1655621 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1655643.000000 Penalty: 4702.981445
	Iteration 22Q: 3 clusters Score -1655643 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1655662.125000 Penalty: 4702.981445
	Iteration 23Q: 3 clusters Score -1655662 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1655682.375000 Penalty: 4702.981445
	Iteration 24Q: 3 clusters Score -1655682 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1655702.125000 Penalty: 4702.981445
	Iteration 25Q: 3 clusters Score -1655702 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1655728.125000 Penalty: 4702.981445
	Iteration 26Q: 3 clusters Score -1655728 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1655749.375000 Penalty: 4702.981445
	Iteration 27Q: 3 clusters Score -1655749 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1655767.125000 Penalty: 4702.981445
	Iteration 28Q: 3 clusters Score -1655767 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1655789.625000 Penalty: 4702.981445
	Iteration 29Q: 3 clusters Score -1655790 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1655816.625000 Penalty: 4702.981445
	Iteration 30Q: 3 clusters Score -1655817 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1655844.750000 Penalty: 4702.981445
	Iteration 31Q: 3 clusters Score -1655845 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1655865.375000 Penalty: 4702.981445
	Iteration 32Q: 3 clusters Score -1655865 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1655887.375000 Penalty: 4702.981445
	Iteration 33Q: 3 clusters Score -1655887 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1655907.000000 Penalty: 4702.981445
	Iteration 34Q: 3 clusters Score -1655907 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1655928.125000 Penalty: 4702.981445
	Iteration 35Q: 3 clusters Score -1655928 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1655949.750000 Penalty: 4702.981445
	Iteration 36Q: 3 clusters Score -1655950 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1655973.625000 Penalty: 4702.981445
	Iteration 37Q: 3 clusters Score -1655974 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1655991.250000 Penalty: 4702.981445
	Iteration 38Q: 3 clusters Score -1655991 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1656018.750000 Penalty: 4702.981445
	Iteration 39Q: 3 clusters Score -1656019 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1656035.000000 Penalty: 4702.981445
	Iteration 40F: 3 clusters Score -1656035 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1656064.625000 Penalty: 4702.981445
	Iteration 41Q: 3 clusters Score -1656065 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1656093.625000 Penalty: 4702.981445
	Iteration 42Q: 3 clusters Score -1656094 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1656118.000000 Penalty: 4702.981445
	Iteration 43Q: 3 clusters Score -1656118 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1656150.750000 Penalty: 4702.981445
	Iteration 44Q: 3 clusters Score -1656151 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1656182.250000 Penalty: 4702.981445
	Iteration 45Q: 3 clusters Score -1656182 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1656226.000000 Penalty: 4702.981445
	Iteration 46Q: 3 clusters Score -1656226 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1656267.625000 Penalty: 4702.981445
	Iteration 47Q: 3 clusters Score -1656268 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1656314.375000 Penalty: 4702.981445
	Iteration 48Q: 3 clusters Score -1656314 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1656349.875000 Penalty: 4702.981445
	Iteration 49Q: 3 clusters Score -1656350 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1656381.125000 Penalty: 4702.981445
	Iteration 50Q: 3 clusters Score -1656381 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1656414.625000 Penalty: 4702.981445
	Iteration 51Q: 3 clusters Score -1656415 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1656439.125000 Penalty: 4702.981445
	Iteration 52Q: 3 clusters Score -1656439 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1656470.250000 Penalty: 4702.981445
	Iteration 53Q: 3 clusters Score -1656470 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1656496.625000 Penalty: 4702.981445
	Iteration 54Q: 3 clusters Score -1656497 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1656515.250000 Penalty: 4702.981445
	Iteration 55Q: 3 clusters Score -1656515 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1656538.750000 Penalty: 4702.981445
	Iteration 56Q: 3 clusters Score -1656539 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1656558.125000 Penalty: 4702.981445
	Iteration 57Q: 3 clusters Score -1656558 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1656581.500000 Penalty: 4702.981445
	Iteration 58Q: 3 clusters Score -1656582 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1656599.250000 Penalty: 4702.981445
	Iteration 59Q: 3 clusters Score -1656599 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1656621.125000 Penalty: 4702.981445
	Iteration 60F: 3 clusters Score -1656621 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1656634.750000 Penalty: 4702.981445
	Iteration 61Q: 3 clusters Score -1656635 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1656644.125000 Penalty: 4702.981445
	Iteration 62Q: 3 clusters Score -1656644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1656656.375000 Penalty: 4702.981445
	Iteration 63Q: 3 clusters Score -1656656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1656668.375000 Penalty: 4702.981445
	Iteration 64Q: 3 clusters Score -1656668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1656672.000000 Penalty: 4702.981445
	Iteration 65Q: 3 clusters Score -1656672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1656683.125000 Penalty: 4702.981445
	Iteration 66Q: 3 clusters Score -1656683 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1656691.250000 Penalty: 4702.981445
	Iteration 67Q: 3 clusters Score -1656691 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1656703.500000 Penalty: 4702.981445
	Iteration 68Q: 3 clusters Score -1656704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1656710.250000 Penalty: 4702.981445
	Iteration 69Q: 3 clusters Score -1656710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1656719.125000 Penalty: 4702.981445
	Iteration 70Q: 3 clusters Score -1656719 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1656722.125000 Penalty: 4702.981445
	Iteration 71Q: 3 clusters Score -1656722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1656733.125000 Penalty: 4702.981445
	Iteration 72Q: 3 clusters Score -1656733 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1656744.125000 Penalty: 4702.981445
	Iteration 73Q: 3 clusters Score -1656744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1656756.125000 Penalty: 4702.981445
	Iteration 74Q: 3 clusters Score -1656756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1656759.625000 Penalty: 4702.981445
	Iteration 75Q: 3 clusters Score -1656760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1656764.750000 Penalty: 4702.981445
	Iteration 76Q: 3 clusters Score -1656765 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1656771.500000 Penalty: 4702.981445
	Iteration 77Q: 3 clusters Score -1656772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1656779.000000 Penalty: 4702.981445
	Iteration 78Q: 3 clusters Score -1656779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1656787.250000 Penalty: 4702.981445
	Iteration 79Q: 3 clusters Score -1656787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1656795.000000 Penalty: 4702.981445
	Iteration 80F: 3 clusters Score -1656795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1656795.250000 Penalty: 4702.981445
	Iteration 81Q: 3 clusters Score -1656795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1656803.500000 Penalty: 4702.981445
	Iteration 82Q: 3 clusters Score -1656804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1656810.000000 Penalty: 4702.981445
	Iteration 83Q: 3 clusters Score -1656810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1656812.625000 Penalty: 4702.981445
	Iteration 84Q: 3 clusters Score -1656813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1656817.000000 Penalty: 4702.981445
	Iteration 85Q: 3 clusters Score -1656817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1656817.500000 Penalty: 4702.981445
	Iteration 86Q: 3 clusters Score -1656818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1656823.000000 Penalty: 4702.981445
	Iteration 87Q: 3 clusters Score -1656823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1656826.000000 Penalty: 4702.981445
	Iteration 88Q: 3 clusters Score -1656826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1656824.875000 Penalty: 4702.981445
	Iteration 89Q: 3 clusters Score -1656825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1656831.500000 Penalty: 4702.981445
	Iteration 90Q: 3 clusters Score -1656832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1656831.750000 Penalty: 4702.981445
	Iteration 91Q: 3 clusters Score -1656832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1656834.375000 Penalty: 4702.981445
	Iteration 92Q: 3 clusters Score -1656834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1656834.500000 Penalty: 4702.981445
	Iteration 93Q: 3 clusters Score -1656834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1656835.875000 Penalty: 4702.981445
	Iteration 94Q: 3 clusters Score -1656836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1656838.750000 Penalty: 4702.981445
	Iteration 95Q: 3 clusters Score -1656839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1656840.375000 Penalty: 4702.981445
	Iteration 96Q: 3 clusters Score -1656840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1656842.625000 Penalty: 4702.981445
	Iteration 97Q: 3 clusters Score -1656843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1656846.375000 Penalty: 4702.981445
	Iteration 98Q: 3 clusters Score -1656846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1656843.000000 Penalty: 4702.981445
	Iteration 99Q: 3 clusters Score -1656843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1656845.750000 Penalty: 4702.981445
	Iteration 100F: 3 clusters Score -1656846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1656849.750000 Penalty: 4702.981445
	Iteration 101Q: 3 clusters Score -1656850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1656849.875000 Penalty: 4702.981445
	Iteration 102Q: 3 clusters Score -1656850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1656850.750000 Penalty: 4702.981445
	Iteration 103Q: 3 clusters Score -1656851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1656853.375000 Penalty: 4702.981445
	Iteration 104Q: 3 clusters Score -1656853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1656857.500000 Penalty: 4702.981445
	Iteration 105Q: 3 clusters Score -1656858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1656855.750000 Penalty: 4702.981445
	Iteration 106Q: 3 clusters Score -1656856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1656861.375000 Penalty: 4702.981445
	Iteration 107Q: 3 clusters Score -1656861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1656862.750000 Penalty: 4702.981445
	Iteration 108Q: 3 clusters Score -1656863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1656863.375000 Penalty: 4702.981445
	Iteration 109Q: 3 clusters Score -1656863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1656863.375000 Penalty: 4702.981445
	Iteration 110F: 3 clusters Score -1656863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -52070.859375 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -52070.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50630.734375 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -50630.73 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50831.761719 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -50831.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50874.574219 Penalty: 3058.047119
	Iteration 2Q: 3 clusters Score -50874.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50903.921875 Penalty: 3058.047119
	Iteration 3Q: 3 clusters Score -50903.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50926.347656 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -50926.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50937.125000 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -50937.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50939.207031 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -50939.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50940.429688 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -50940.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50943.113281 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -50943.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50944.625000 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -50944.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50949.300781 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -50949.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50952.808594 Penalty: 3058.047119
	Iteration 11Q: 3 clusters Score -50952.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50952.808594 Penalty: 3058.047119
	Iteration 12F: 3 clusters Score -50952.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -71270.664062 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -71270.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69660.992188 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -69660.99 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70004.414062 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -70004.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -70225.875000 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -70225.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -70340.343750 Penalty: 3207.978516
	Iteration 3F: 3 clusters Score -70340.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70378.875000 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -70378.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -70398.734375 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -70398.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -70415.734375 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -70415.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70421.835938 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -70421.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70433.156250 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -70433.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -70443.148438 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -70443.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70457.218750 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -70457.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -70467.796875 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -70467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70471.000000 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -70471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -70474.890625 Penalty: 3207.978516
	Iteration 13Q: 3 clusters Score -70474.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70475.945312 Penalty: 3207.978516
	Iteration 14Q: 3 clusters Score -70475.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -70482.273438 Penalty: 3207.978516
	Iteration 15Q: 3 clusters Score -70482.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -70486.109375 Penalty: 3207.978516
	Iteration 16Q: 3 clusters Score -70486.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -70486.109375 Penalty: 3207.978516
	Iteration 17F: 3 clusters Score -70486.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6315 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17394 members 
Mstep: Class 10 contains 171858 members 
Mstep: Class 11 contains 11788 members 
Mstep: Class 12 contains 175994 members 
Mstep: Class 13 contains 65375 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7476 members 
Mstep: Class 17 contains 131285 members 
Mstep: Class 18 contains 98359 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89414 members 
Mstep: Class 21 contains 73052 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47876 members 
Mstep: Class 28 contains 18461 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78230 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11478 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949360.000000 Penalty: 145916.250000
Iteration 199Q: 43 clusters Score -1.509494e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6318 members 
Mstep: Class 4 contains 16609 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17390 members 
Mstep: Class 10 contains 171857 members 
Mstep: Class 11 contains 11788 members 
Mstep: Class 12 contains 175994 members 
Mstep: Class 13 contains 65374 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7477 members 
Mstep: Class 17 contains 131285 members 
Mstep: Class 18 contains 98359 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89416 members 
Mstep: Class 21 contains 73052 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18461 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78231 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11479 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949472.000000 Penalty: 145916.250000
Iteration 200F: 43 clusters Score -1.509495e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6321 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17386 members 
Mstep: Class 10 contains 171856 members 
Mstep: Class 11 contains 11788 members 
Mstep: Class 12 contains 175993 members 
Mstep: Class 13 contains 65374 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7480 members 
Mstep: Class 17 contains 131285 members 
Mstep: Class 18 contains 98359 members 
Mstep: Class 19 contains 15299 members 
Mstep: Class 20 contains 89415 members 
Mstep: Class 21 contains 73053 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18460 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78232 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11480 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9892 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949488.000000 Penalty: 145916.250000
Iteration 201Q: 43 clusters Score -1.509495e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6327 members 
Mstep: Class 4 contains 16612 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17378 members 
Mstep: Class 10 contains 171855 members 
Mstep: Class 11 contains 11788 members 
Mstep: Class 12 contains 175992 members 
Mstep: Class 13 contains 65374 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7479 members 
Mstep: Class 17 contains 131286 members 
Mstep: Class 18 contains 98361 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89413 members 
Mstep: Class 21 contains 73053 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18459 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78232 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11480 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9896 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949456.000000 Penalty: 145916.250000
Iteration 202Q: 43 clusters Score -1.509495e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6334 members 
Mstep: Class 4 contains 16612 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17369 members 
Mstep: Class 10 contains 171854 members 
Mstep: Class 11 contains 11788 members 
Mstep: Class 12 contains 175992 members 
Mstep: Class 13 contains 65374 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7478 members 
Mstep: Class 17 contains 131286 members 
Mstep: Class 18 contains 98363 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89412 members 
Mstep: Class 21 contains 73053 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18459 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78233 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11480 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9898 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949456.000000 Penalty: 145916.250000
Iteration 203Q: 43 clusters Score -1.509495e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6341 members 
Mstep: Class 4 contains 16612 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17360 members 
Mstep: Class 10 contains 171853 members 
Mstep: Class 11 contains 11788 members 
Mstep: Class 12 contains 175993 members 
Mstep: Class 13 contains 65374 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7475 members 
Mstep: Class 17 contains 131286 members 
Mstep: Class 18 contains 98365 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89413 members 
Mstep: Class 21 contains 73053 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18459 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78233 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11480 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9900 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949488.000000 Penalty: 145916.250000
Iteration 204Q: 43 clusters Score -1.509495e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6344 members 
Mstep: Class 4 contains 16612 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17352 members 
Mstep: Class 10 contains 171851 members 
Mstep: Class 11 contains 11789 members 
Mstep: Class 12 contains 175992 members 
Mstep: Class 13 contains 65374 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7474 members 
Mstep: Class 17 contains 131287 members 
Mstep: Class 18 contains 98369 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89414 members 
Mstep: Class 21 contains 73054 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18459 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78234 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11481 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9899 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949504.000000 Penalty: 145916.250000
Iteration 205Q: 43 clusters Score -1.509495e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6350 members 
Mstep: Class 4 contains 16612 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17347 members 
Mstep: Class 10 contains 171850 members 
Mstep: Class 11 contains 11789 members 
Mstep: Class 12 contains 175991 members 
Mstep: Class 13 contains 65373 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7474 members 
Mstep: Class 17 contains 131287 members 
Mstep: Class 18 contains 98369 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89414 members 
Mstep: Class 21 contains 73056 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18459 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78235 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11480 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9898 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949456.000000 Penalty: 145916.250000
Iteration 206Q: 43 clusters Score -1.509495e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6352 members 
Mstep: Class 4 contains 16612 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17344 members 
Mstep: Class 10 contains 171850 members 
Mstep: Class 11 contains 11789 members 
Mstep: Class 12 contains 175991 members 
Mstep: Class 13 contains 65372 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7474 members 
Mstep: Class 17 contains 131286 members 
Mstep: Class 18 contains 98370 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89414 members 
Mstep: Class 21 contains 73056 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18459 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78237 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11479 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9899 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949504.000000 Penalty: 145916.250000
Iteration 207Q: 43 clusters Score -1.509495e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6359 members 
Mstep: Class 4 contains 16612 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17334 members 
Mstep: Class 10 contains 171849 members 
Mstep: Class 11 contains 11788 members 
Mstep: Class 12 contains 175993 members 
Mstep: Class 13 contains 65372 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7474 members 
Mstep: Class 17 contains 131286 members 
Mstep: Class 18 contains 98373 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89415 members 
Mstep: Class 21 contains 73056 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18460 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78237 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11478 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9898 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949520.000000 Penalty: 145916.250000
Iteration 208Q: 43 clusters Score -1.509495e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 16612 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17324 members 
Mstep: Class 10 contains 171848 members 
Mstep: Class 11 contains 11789 members 
Mstep: Class 12 contains 175992 members 
Mstep: Class 13 contains 65372 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7474 members 
Mstep: Class 17 contains 131286 members 
Mstep: Class 18 contains 98376 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89416 members 
Mstep: Class 21 contains 73057 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5066 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18460 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78237 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11477 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9898 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949488.000000 Penalty: 145916.250000
Iteration 209Q: 43 clusters Score -1.509495e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6369 members 
Mstep: Class 4 contains 16613 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17315 members 
Mstep: Class 10 contains 171848 members 
Mstep: Class 11 contains 11789 members 
Mstep: Class 12 contains 175992 members 
Mstep: Class 13 contains 65372 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7475 members 
Mstep: Class 17 contains 131286 members 
Mstep: Class 18 contains 98376 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89417 members 
Mstep: Class 21 contains 73057 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5067 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18460 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78237 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11476 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9898 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949504.000000 Penalty: 145916.250000
Iteration 210Q: 43 clusters Score -1.509495e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6376 members 
Mstep: Class 4 contains 16613 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17308 members 
Mstep: Class 10 contains 171847 members 
Mstep: Class 11 contains 11790 members 
Mstep: Class 12 contains 175991 members 
Mstep: Class 13 contains 65372 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7476 members 
Mstep: Class 17 contains 131286 members 
Mstep: Class 18 contains 98374 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89414 members 
Mstep: Class 21 contains 73057 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5070 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18460 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78237 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11477 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9898 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949488.000000 Penalty: 145916.250000
Iteration 211Q: 43 clusters Score -1.509495e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6392 members 
Mstep: Class 4 contains 16613 members 
Mstep: Class 5 contains 2201 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17295 members 
Mstep: Class 10 contains 171842 members 
Mstep: Class 11 contains 11790 members 
Mstep: Class 12 contains 175989 members 
Mstep: Class 13 contains 65373 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7478 members 
Mstep: Class 17 contains 131285 members 
Mstep: Class 18 contains 98374 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89414 members 
Mstep: Class 21 contains 73057 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5071 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18460 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78237 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11476 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9899 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949520.000000 Penalty: 145916.250000
Iteration 212Q: 43 clusters Score -1.509495e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6412 members 
Mstep: Class 4 contains 16613 members 
Mstep: Class 5 contains 2201 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17278 members 
Mstep: Class 10 contains 171843 members 
Mstep: Class 11 contains 11791 members 
Mstep: Class 12 contains 175989 members 
Mstep: Class 13 contains 65374 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7479 members 
Mstep: Class 17 contains 131283 members 
Mstep: Class 18 contains 98372 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89410 members 
Mstep: Class 21 contains 73057 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5074 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18460 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78237 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11475 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9898 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949584.000000 Penalty: 145916.250000
Iteration 213Q: 43 clusters Score -1.509496e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6433 members 
Mstep: Class 4 contains 16613 members 
Mstep: Class 5 contains 2201 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17262 members 
Mstep: Class 10 contains 171843 members 
Mstep: Class 11 contains 11791 members 
Mstep: Class 12 contains 175987 members 
Mstep: Class 13 contains 65375 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7480 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98372 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89407 members 
Mstep: Class 21 contains 73057 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5075 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18460 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78237 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11474 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9897 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949504.000000 Penalty: 145916.250000
Iteration 214Q: 43 clusters Score -1.509495e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 6448 members 
Mstep: Class 4 contains 16612 members 
Mstep: Class 5 contains 2202 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17244 members 
Mstep: Class 10 contains 171843 members 
Mstep: Class 11 contains 11793 members 
Mstep: Class 12 contains 175986 members 
Mstep: Class 13 contains 65376 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7481 members 
Mstep: Class 17 contains 131280 members 
Mstep: Class 18 contains 98376 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89402 members 
Mstep: Class 21 contains 73057 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5074 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18460 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78239 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11476 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9897 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949520.000000 Penalty: 145916.250000
Iteration 215Q: 43 clusters Score -1.509495e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 6460 members 
Mstep: Class 4 contains 16612 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17225 members 
Mstep: Class 10 contains 171842 members 
Mstep: Class 11 contains 11795 members 
Mstep: Class 12 contains 175986 members 
Mstep: Class 13 contains 65374 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7482 members 
Mstep: Class 17 contains 131279 members 
Mstep: Class 18 contains 98381 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89402 members 
Mstep: Class 21 contains 73056 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5076 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18460 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78241 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11474 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9897 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949584.000000 Penalty: 145916.250000
Iteration 216Q: 43 clusters Score -1.509496e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 6476 members 
Mstep: Class 4 contains 16612 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17204 members 
Mstep: Class 10 contains 171841 members 
Mstep: Class 11 contains 11798 members 
Mstep: Class 12 contains 175987 members 
Mstep: Class 13 contains 65372 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7485 members 
Mstep: Class 17 contains 131280 members 
Mstep: Class 18 contains 98381 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89399 members 
Mstep: Class 21 contains 73055 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5078 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24828 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18460 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78242 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11472 members 
Mstep: Class 35 contains 8136 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9896 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949472.000000 Penalty: 145916.250000
Iteration 217Q: 43 clusters Score -1.509495e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 16612 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17183 members 
Mstep: Class 10 contains 171839 members 
Mstep: Class 11 contains 11798 members 
Mstep: Class 12 contains 175987 members 
Mstep: Class 13 contains 65370 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7485 members 
Mstep: Class 17 contains 131281 members 
Mstep: Class 18 contains 98385 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89398 members 
Mstep: Class 21 contains 73055 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5076 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24830 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18461 members 
Mstep: Class 29 contains 6312 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78243 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11469 members 
Mstep: Class 35 contains 8138 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13119 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949616.000000 Penalty: 145916.250000
Iteration 218Q: 43 clusters Score -1.509496e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6525 members 
Mstep: Class 4 contains 16613 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17162 members 
Mstep: Class 10 contains 171839 members 
Mstep: Class 11 contains 11798 members 
Mstep: Class 12 contains 175984 members 
Mstep: Class 13 contains 65369 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7482 members 
Mstep: Class 17 contains 131279 members 
Mstep: Class 18 contains 98388 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89388 members 
Mstep: Class 21 contains 73056 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5074 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24832 members 
Mstep: Class 27 contains 47875 members 
Mstep: Class 28 contains 18461 members 
Mstep: Class 29 contains 6311 members 
Mstep: Class 30 contains 5073 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78246 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11469 members 
Mstep: Class 35 contains 8143 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9895 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13118 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949584.000000 Penalty: 145916.250000
Iteration 219Q: 43 clusters Score -1.509496e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6544 members 
Mstep: Class 4 contains 16614 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17138 members 
Mstep: Class 10 contains 171838 members 
Mstep: Class 11 contains 11800 members 
Mstep: Class 12 contains 175984 members 
Mstep: Class 13 contains 65367 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7482 members 
Mstep: Class 17 contains 131280 members 
Mstep: Class 18 contains 98390 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89389 members 
Mstep: Class 21 contains 73057 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5072 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24833 members 
Mstep: Class 27 contains 47873 members 
Mstep: Class 28 contains 18462 members 
Mstep: Class 29 contains 6308 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78248 members 
Mstep: Class 33 contains 20716 members 
Mstep: Class 34 contains 11471 members 
Mstep: Class 35 contains 8145 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9895 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13118 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949456.000000 Penalty: 145916.250000
Iteration 220F: 43 clusters Score -1.509495e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6567 members 
Mstep: Class 4 contains 16614 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17114 members 
Mstep: Class 10 contains 171837 members 
Mstep: Class 11 contains 11803 members 
Mstep: Class 12 contains 175982 members 
Mstep: Class 13 contains 65370 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7479 members 
Mstep: Class 17 contains 131280 members 
Mstep: Class 18 contains 98389 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89385 members 
Mstep: Class 21 contains 73058 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5072 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24833 members 
Mstep: Class 27 contains 47872 members 
Mstep: Class 28 contains 18462 members 
Mstep: Class 29 contains 6307 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78252 members 
Mstep: Class 33 contains 20716 members 
Mstep: Class 34 contains 11474 members 
Mstep: Class 35 contains 8145 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9895 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13118 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949632.000000 Penalty: 145916.250000
Iteration 221Q: 43 clusters Score -1.509496e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6593 members 
Mstep: Class 4 contains 16616 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7380 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17083 members 
Mstep: Class 10 contains 171837 members 
Mstep: Class 11 contains 11806 members 
Mstep: Class 12 contains 175981 members 
Mstep: Class 13 contains 65371 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7478 members 
Mstep: Class 17 contains 131281 members 
Mstep: Class 18 contains 98390 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89386 members 
Mstep: Class 21 contains 73058 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5066 members 
Mstep: Class 25 contains 12791 members 
Mstep: Class 26 contains 24833 members 
Mstep: Class 27 contains 47869 members 
Mstep: Class 28 contains 18462 members 
Mstep: Class 29 contains 6305 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78254 members 
Mstep: Class 33 contains 20716 members 
Mstep: Class 34 contains 11479 members 
Mstep: Class 35 contains 8147 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9896 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13118 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949696.000000 Penalty: 145916.250000
Iteration 222Q: 43 clusters Score -1.509497e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6629 members 
Mstep: Class 4 contains 16620 members 
Mstep: Class 5 contains 2206 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17047 members 
Mstep: Class 10 contains 171836 members 
Mstep: Class 11 contains 11808 members 
Mstep: Class 12 contains 175979 members 
Mstep: Class 13 contains 65370 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7480 members 
Mstep: Class 17 contains 131281 members 
Mstep: Class 18 contains 98389 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89384 members 
Mstep: Class 21 contains 73058 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5065 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24833 members 
Mstep: Class 27 contains 47866 members 
Mstep: Class 28 contains 18462 members 
Mstep: Class 29 contains 6304 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78256 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 11483 members 
Mstep: Class 35 contains 8147 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13118 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949792.000000 Penalty: 145916.250000
Iteration 223Q: 43 clusters Score -1.509498e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6667 members 
Mstep: Class 4 contains 16620 members 
Mstep: Class 5 contains 2206 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 17002 members 
Mstep: Class 10 contains 171833 members 
Mstep: Class 11 contains 11808 members 
Mstep: Class 12 contains 175978 members 
Mstep: Class 13 contains 65369 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7484 members 
Mstep: Class 17 contains 131285 members 
Mstep: Class 18 contains 98396 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89379 members 
Mstep: Class 21 contains 73060 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5066 members 
Mstep: Class 25 contains 12789 members 
Mstep: Class 26 contains 24834 members 
Mstep: Class 27 contains 47863 members 
Mstep: Class 28 contains 18462 members 
Mstep: Class 29 contains 6305 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78257 members 
Mstep: Class 33 contains 20716 members 
Mstep: Class 34 contains 11484 members 
Mstep: Class 35 contains 8147 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9893 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13118 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949792.000000 Penalty: 145916.250000
Iteration 224Q: 43 clusters Score -1.509498e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6702 members 
Mstep: Class 4 contains 16620 members 
Mstep: Class 5 contains 2206 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16963 members 
Mstep: Class 10 contains 171828 members 
Mstep: Class 11 contains 11810 members 
Mstep: Class 12 contains 175975 members 
Mstep: Class 13 contains 65367 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7490 members 
Mstep: Class 17 contains 131287 members 
Mstep: Class 18 contains 98400 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89383 members 
Mstep: Class 21 contains 73060 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5063 members 
Mstep: Class 25 contains 12789 members 
Mstep: Class 26 contains 24834 members 
Mstep: Class 27 contains 47859 members 
Mstep: Class 28 contains 18462 members 
Mstep: Class 29 contains 6304 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78258 members 
Mstep: Class 33 contains 20719 members 
Mstep: Class 34 contains 11485 members 
Mstep: Class 35 contains 8146 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13117 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949776.000000 Penalty: 145916.250000
Iteration 225Q: 43 clusters Score -1.509498e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6748 members 
Mstep: Class 4 contains 16620 members 
Mstep: Class 5 contains 2206 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16902 members 
Mstep: Class 10 contains 171827 members 
Mstep: Class 11 contains 11810 members 
Mstep: Class 12 contains 175973 members 
Mstep: Class 13 contains 65367 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7490 members 
Mstep: Class 17 contains 131288 members 
Mstep: Class 18 contains 98413 members 
Mstep: Class 19 contains 15296 members 
Mstep: Class 20 contains 89384 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5064 members 
Mstep: Class 25 contains 12789 members 
Mstep: Class 26 contains 24834 members 
Mstep: Class 27 contains 47857 members 
Mstep: Class 28 contains 18462 members 
Mstep: Class 29 contains 6303 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78258 members 
Mstep: Class 33 contains 20722 members 
Mstep: Class 34 contains 11486 members 
Mstep: Class 35 contains 8146 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9894 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13116 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949600.000000 Penalty: 145916.250000
Iteration 226Q: 43 clusters Score -1.509496e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6787 members 
Mstep: Class 4 contains 16620 members 
Mstep: Class 5 contains 2206 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16846 members 
Mstep: Class 10 contains 171824 members 
Mstep: Class 11 contains 11814 members 
Mstep: Class 12 contains 175970 members 
Mstep: Class 13 contains 65367 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7491 members 
Mstep: Class 17 contains 131288 members 
Mstep: Class 18 contains 98425 members 
Mstep: Class 19 contains 15296 members 
Mstep: Class 20 contains 89384 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5062 members 
Mstep: Class 25 contains 12789 members 
Mstep: Class 26 contains 24835 members 
Mstep: Class 27 contains 47858 members 
Mstep: Class 28 contains 18462 members 
Mstep: Class 29 contains 6303 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78260 members 
Mstep: Class 33 contains 20723 members 
Mstep: Class 34 contains 11487 members 
Mstep: Class 35 contains 8147 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9898 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13113 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949648.000000 Penalty: 145916.250000
Iteration 227Q: 43 clusters Score -1.509496e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6833 members 
Mstep: Class 4 contains 16621 members 
Mstep: Class 5 contains 2206 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16787 members 
Mstep: Class 10 contains 171820 members 
Mstep: Class 11 contains 11816 members 
Mstep: Class 12 contains 175971 members 
Mstep: Class 13 contains 65366 members 
Mstep: Class 14 contains 1242 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7489 members 
Mstep: Class 17 contains 131289 members 
Mstep: Class 18 contains 98436 members 
Mstep: Class 19 contains 15295 members 
Mstep: Class 20 contains 89381 members 
Mstep: Class 21 contains 73064 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 12789 members 
Mstep: Class 26 contains 24835 members 
Mstep: Class 27 contains 47857 members 
Mstep: Class 28 contains 18462 members 
Mstep: Class 29 contains 6304 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78262 members 
Mstep: Class 33 contains 20725 members 
Mstep: Class 34 contains 11488 members 
Mstep: Class 35 contains 8147 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9904 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13112 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949712.000000 Penalty: 145916.250000
Iteration 228Q: 43 clusters Score -1.509497e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6880 members 
Mstep: Class 4 contains 16618 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16744 members 
Mstep: Class 10 contains 171819 members 
Mstep: Class 11 contains 11817 members 
Mstep: Class 12 contains 175968 members 
Mstep: Class 13 contains 65365 members 
Mstep: Class 14 contains 1242 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7490 members 
Mstep: Class 17 contains 131289 members 
Mstep: Class 18 contains 98440 members 
Mstep: Class 19 contains 15295 members 
Mstep: Class 20 contains 89373 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5056 members 
Mstep: Class 25 contains 12789 members 
Mstep: Class 26 contains 24836 members 
Mstep: Class 27 contains 47858 members 
Mstep: Class 28 contains 18464 members 
Mstep: Class 29 contains 6303 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78262 members 
Mstep: Class 33 contains 20726 members 
Mstep: Class 34 contains 11489 members 
Mstep: Class 35 contains 8147 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9908 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13111 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949648.000000 Penalty: 145916.250000
Iteration 229Q: 43 clusters Score -1.509496e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6923 members 
Mstep: Class 4 contains 16611 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16687 members 
Mstep: Class 10 contains 171819 members 
Mstep: Class 11 contains 11819 members 
Mstep: Class 12 contains 175970 members 
Mstep: Class 13 contains 65367 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7496 members 
Mstep: Class 17 contains 131293 members 
Mstep: Class 18 contains 98454 members 
Mstep: Class 19 contains 15295 members 
Mstep: Class 20 contains 89365 members 
Mstep: Class 21 contains 73064 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5054 members 
Mstep: Class 25 contains 12789 members 
Mstep: Class 26 contains 24836 members 
Mstep: Class 27 contains 47858 members 
Mstep: Class 28 contains 18467 members 
Mstep: Class 29 contains 6305 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78262 members 
Mstep: Class 33 contains 20726 members 
Mstep: Class 34 contains 11487 members 
Mstep: Class 35 contains 8147 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9906 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13111 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949616.000000 Penalty: 145916.250000
Iteration 230Q: 43 clusters Score -1.509496e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 6968 members 
Mstep: Class 4 contains 16606 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16618 members 
Mstep: Class 10 contains 171818 members 
Mstep: Class 11 contains 11823 members 
Mstep: Class 12 contains 175966 members 
Mstep: Class 13 contains 65368 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7498 members 
Mstep: Class 17 contains 131296 members 
Mstep: Class 18 contains 98472 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89358 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5059 members 
Mstep: Class 25 contains 12789 members 
Mstep: Class 26 contains 24836 members 
Mstep: Class 27 contains 47858 members 
Mstep: Class 28 contains 18469 members 
Mstep: Class 29 contains 6306 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78263 members 
Mstep: Class 33 contains 20726 members 
Mstep: Class 34 contains 11488 members 
Mstep: Class 35 contains 8148 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9907 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13111 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949600.000000 Penalty: 145916.250000
Iteration 231Q: 43 clusters Score -1.509496e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 7006 members 
Mstep: Class 4 contains 16605 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7380 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16552 members 
Mstep: Class 10 contains 171817 members 
Mstep: Class 11 contains 11825 members 
Mstep: Class 12 contains 175961 members 
Mstep: Class 13 contains 65370 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7502 members 
Mstep: Class 17 contains 131296 members 
Mstep: Class 18 contains 98500 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89356 members 
Mstep: Class 21 contains 73064 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5058 members 
Mstep: Class 25 contains 12789 members 
Mstep: Class 26 contains 24836 members 
Mstep: Class 27 contains 47858 members 
Mstep: Class 28 contains 18470 members 
Mstep: Class 29 contains 6306 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78263 members 
Mstep: Class 33 contains 20726 members 
Mstep: Class 34 contains 11487 members 
Mstep: Class 35 contains 8148 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10294 members 
Mstep: Class 38 contains 9908 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13111 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949616.000000 Penalty: 145916.250000
Iteration 232Q: 43 clusters Score -1.509496e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 7040 members 
Mstep: Class 4 contains 16602 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7380 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16495 members 
Mstep: Class 10 contains 171817 members 
Mstep: Class 11 contains 11829 members 
Mstep: Class 12 contains 175956 members 
Mstep: Class 13 contains 65369 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7502 members 
Mstep: Class 17 contains 131296 members 
Mstep: Class 18 contains 98526 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89353 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5057 members 
Mstep: Class 25 contains 12789 members 
Mstep: Class 26 contains 24836 members 
Mstep: Class 27 contains 47858 members 
Mstep: Class 28 contains 18469 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78265 members 
Mstep: Class 33 contains 20727 members 
Mstep: Class 34 contains 11488 members 
Mstep: Class 35 contains 8148 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10296 members 
Mstep: Class 38 contains 9909 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13109 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949648.000000 Penalty: 145916.250000
Iteration 233Q: 43 clusters Score -1.509496e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 7066 members 
Mstep: Class 4 contains 16597 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7379 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16440 members 
Mstep: Class 10 contains 171817 members 
Mstep: Class 11 contains 11833 members 
Mstep: Class 12 contains 175952 members 
Mstep: Class 13 contains 65368 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7504 members 
Mstep: Class 17 contains 131295 members 
Mstep: Class 18 contains 98542 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89353 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5060 members 
Mstep: Class 25 contains 12789 members 
Mstep: Class 26 contains 24838 members 
Mstep: Class 27 contains 47860 members 
Mstep: Class 28 contains 18469 members 
Mstep: Class 29 contains 6311 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78268 members 
Mstep: Class 33 contains 20728 members 
Mstep: Class 34 contains 11488 members 
Mstep: Class 35 contains 8149 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10298 members 
Mstep: Class 38 contains 9913 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949568.000000 Penalty: 145916.250000
Iteration 234Q: 43 clusters Score -1.509496e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 7097 members 
Mstep: Class 4 contains 16596 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7379 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16390 members 
Mstep: Class 10 contains 171817 members 
Mstep: Class 11 contains 11836 members 
Mstep: Class 12 contains 175949 members 
Mstep: Class 13 contains 65366 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7506 members 
Mstep: Class 17 contains 131296 members 
Mstep: Class 18 contains 98555 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89352 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5062 members 
Mstep: Class 25 contains 12789 members 
Mstep: Class 26 contains 24839 members 
Mstep: Class 27 contains 47859 members 
Mstep: Class 28 contains 18470 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78272 members 
Mstep: Class 33 contains 20729 members 
Mstep: Class 34 contains 11487 members 
Mstep: Class 35 contains 8149 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10299 members 
Mstep: Class 38 contains 9916 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13106 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949680.000000 Penalty: 145916.250000
Iteration 235Q: 43 clusters Score -1.509497e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 7124 members 
Mstep: Class 4 contains 16592 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7379 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16337 members 
Mstep: Class 10 contains 171816 members 
Mstep: Class 11 contains 11836 members 
Mstep: Class 12 contains 175945 members 
Mstep: Class 13 contains 65358 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7506 members 
Mstep: Class 17 contains 131295 members 
Mstep: Class 18 contains 98573 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89355 members 
Mstep: Class 21 contains 73065 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5068 members 
Mstep: Class 25 contains 12789 members 
Mstep: Class 26 contains 24841 members 
Mstep: Class 27 contains 47859 members 
Mstep: Class 28 contains 18471 members 
Mstep: Class 29 contains 6311 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78277 members 
Mstep: Class 33 contains 20731 members 
Mstep: Class 34 contains 11488 members 
Mstep: Class 35 contains 8149 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10300 members 
Mstep: Class 38 contains 9918 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949776.000000 Penalty: 145916.250000
Iteration 236Q: 43 clusters Score -1.509498e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 7159 members 
Mstep: Class 4 contains 16594 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7379 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16294 members 
Mstep: Class 10 contains 171815 members 
Mstep: Class 11 contains 11837 members 
Mstep: Class 12 contains 175941 members 
Mstep: Class 13 contains 65355 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7507 members 
Mstep: Class 17 contains 131293 members 
Mstep: Class 18 contains 98583 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89355 members 
Mstep: Class 21 contains 73066 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5070 members 
Mstep: Class 25 contains 12789 members 
Mstep: Class 26 contains 24840 members 
Mstep: Class 27 contains 47860 members 
Mstep: Class 28 contains 18468 members 
Mstep: Class 29 contains 6310 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78281 members 
Mstep: Class 33 contains 20731 members 
Mstep: Class 34 contains 11487 members 
Mstep: Class 35 contains 8149 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10302 members 
Mstep: Class 38 contains 9918 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949712.000000 Penalty: 145916.250000
Iteration 237Q: 43 clusters Score -1.509497e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 7191 members 
Mstep: Class 4 contains 16592 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7379 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16257 members 
Mstep: Class 10 contains 171813 members 
Mstep: Class 11 contains 11838 members 
Mstep: Class 12 contains 175940 members 
Mstep: Class 13 contains 65353 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7509 members 
Mstep: Class 17 contains 131291 members 
Mstep: Class 18 contains 98585 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89355 members 
Mstep: Class 21 contains 73065 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5071 members 
Mstep: Class 25 contains 12789 members 
Mstep: Class 26 contains 24840 members 
Mstep: Class 27 contains 47861 members 
Mstep: Class 28 contains 18469 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 78285 members 
Mstep: Class 33 contains 20731 members 
Mstep: Class 34 contains 11488 members 
Mstep: Class 35 contains 8149 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10305 members 
Mstep: Class 38 contains 9918 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949728.000000 Penalty: 145916.250000
Iteration 238Q: 43 clusters Score -1.509497e+08 nChanged 78
Entering ConstructFrom: 
Score: -150949728.000000 Penalty: 145916.250000
Entering ConstructFrom: 
Trying to split cluster 1 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -75051.359375 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -75051.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -73442.226562 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -73442.23 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73768.937500 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -73768.94 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -74036.273438 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -74036.27 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74286.351562 Penalty: 3224.639648
	Iteration 3F: 3 clusters Score -74286.35 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -74477.007812 Penalty: 3224.639648
	Iteration 4F: 3 clusters Score -74477.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -74614.500000 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -74614.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -74710.031250 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -74710.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -74769.046875 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -74769.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -74786.593750 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -74786.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -74793.007812 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -74793.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -74796.406250 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -74796.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -74796.406250 Penalty: 3224.639648
	Iteration 11F: 3 clusters Score -74796.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Entering Unmasked Estep 
Score: -1286490.875000 Penalty: 2283.891602
	Iteration 0F: 2 clusters Score -1286491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1278808.250000 Penalty: 4567.783203
	Iteration 0F: 3 clusters Score -1278808 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1280948.750000 Penalty: 4567.783203
	Iteration 1F: 3 clusters Score -1280949 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1281241.625000 Penalty: 4567.783203
	Iteration 2F: 3 clusters Score -1281242 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1281464.875000 Penalty: 4567.783203
	Iteration 3F: 3 clusters Score -1281465 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1281642.875000 Penalty: 4567.783203
	Iteration 4Q: 3 clusters Score -1281643 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1281794.000000 Penalty: 4567.783203
	Iteration 5Q: 3 clusters Score -1281794 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1281952.625000 Penalty: 4567.783203
	Iteration 6Q: 3 clusters Score -1281953 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1282106.625000 Penalty: 4567.783203
	Iteration 7Q: 3 clusters Score -1282107 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1282247.750000 Penalty: 4567.783203
	Iteration 8Q: 3 clusters Score -1282248 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1282391.125000 Penalty: 4567.783203
	Iteration 9Q: 3 clusters Score -1282391 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1282534.375000 Penalty: 4567.783203
	Iteration 10Q: 3 clusters Score -1282534 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1282674.625000 Penalty: 4567.783203
	Iteration 11Q: 3 clusters Score -1282675 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1282824.500000 Penalty: 4567.783203
	Iteration 12Q: 3 clusters Score -1282824 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1283035.125000 Penalty: 4567.783203
	Iteration 13Q: 3 clusters Score -1283035 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1283286.875000 Penalty: 4567.783203
	Iteration 14Q: 3 clusters Score -1283287 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1283591.625000 Penalty: 4567.783203
	Iteration 15Q: 3 clusters Score -1283592 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1283906.000000 Penalty: 4567.783203
	Iteration 16Q: 3 clusters Score -1283906 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1284192.250000 Penalty: 4567.783203
	Iteration 17Q: 3 clusters Score -1284192 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1284465.625000 Penalty: 4567.783203
	Iteration 18Q: 3 clusters Score -1284466 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1284711.125000 Penalty: 4567.783203
	Iteration 19Q: 3 clusters Score -1284711 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1284900.500000 Penalty: 4567.783203
	Iteration 20F: 3 clusters Score -1284900 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1285057.250000 Penalty: 4567.783203
	Iteration 21Q: 3 clusters Score -1285057 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1285195.125000 Penalty: 4567.783203
	Iteration 22Q: 3 clusters Score -1285195 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1285288.250000 Penalty: 4567.783203
	Iteration 23Q: 3 clusters Score -1285288 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1285336.500000 Penalty: 4567.783203
	Iteration 24Q: 3 clusters Score -1285336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1285368.125000 Penalty: 4567.783203
	Iteration 25Q: 3 clusters Score -1285368 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1285390.500000 Penalty: 4567.783203
	Iteration 26Q: 3 clusters Score -1285390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1285409.500000 Penalty: 4567.783203
	Iteration 27Q: 3 clusters Score -1285410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1285423.375000 Penalty: 4567.783203
	Iteration 28Q: 3 clusters Score -1285423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1285429.375000 Penalty: 4567.783203
	Iteration 29Q: 3 clusters Score -1285429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1285437.750000 Penalty: 4567.783203
	Iteration 30Q: 3 clusters Score -1285438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1285448.375000 Penalty: 4567.783203
	Iteration 31Q: 3 clusters Score -1285448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1285458.125000 Penalty: 4567.783203
	Iteration 32Q: 3 clusters Score -1285458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1285470.625000 Penalty: 4567.783203
	Iteration 33Q: 3 clusters Score -1285471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1285478.125000 Penalty: 4567.783203
	Iteration 34Q: 3 clusters Score -1285478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1285482.000000 Penalty: 4567.783203
	Iteration 35Q: 3 clusters Score -1285482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1285490.125000 Penalty: 4567.783203
	Iteration 36Q: 3 clusters Score -1285490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1285498.750000 Penalty: 4567.783203
	Iteration 37Q: 3 clusters Score -1285499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1285505.750000 Penalty: 4567.783203
	Iteration 38Q: 3 clusters Score -1285506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1285509.625000 Penalty: 4567.783203
	Iteration 39Q: 3 clusters Score -1285510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1285510.750000 Penalty: 4567.783203
	Iteration 40F: 3 clusters Score -1285511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1285514.625000 Penalty: 4567.783203
	Iteration 41Q: 3 clusters Score -1285515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1285516.250000 Penalty: 4567.783203
	Iteration 42Q: 3 clusters Score -1285516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1285519.250000 Penalty: 4567.783203
	Iteration 43Q: 3 clusters Score -1285519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1285522.000000 Penalty: 4567.783203
	Iteration 44Q: 3 clusters Score -1285522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1285524.250000 Penalty: 4567.783203
	Iteration 45Q: 3 clusters Score -1285524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1285527.125000 Penalty: 4567.783203
	Iteration 46Q: 3 clusters Score -1285527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1285528.375000 Penalty: 4567.783203
	Iteration 47Q: 3 clusters Score -1285528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1285531.875000 Penalty: 4567.783203
	Iteration 48Q: 3 clusters Score -1285532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1285532.875000 Penalty: 4567.783203
	Iteration 49Q: 3 clusters Score -1285533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1285535.500000 Penalty: 4567.783203
	Iteration 50Q: 3 clusters Score -1285536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1285534.875000 Penalty: 4567.783203
	Iteration 51Q: 3 clusters Score -1285535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1285534.625000 Penalty: 4567.783203
	Iteration 52Q: 3 clusters Score -1285535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1285535.625000 Penalty: 4567.783203
	Iteration 53Q: 3 clusters Score -1285536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1285539.625000 Penalty: 4567.783203
	Iteration 54Q: 3 clusters Score -1285540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1285542.000000 Penalty: 4567.783203
	Iteration 55Q: 3 clusters Score -1285542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1285548.750000 Penalty: 4567.783203
	Iteration 56Q: 3 clusters Score -1285549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1285550.375000 Penalty: 4567.783203
	Iteration 57Q: 3 clusters Score -1285550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1285556.750000 Penalty: 4567.783203
	Iteration 58Q: 3 clusters Score -1285557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1285562.750000 Penalty: 4567.783203
	Iteration 59Q: 3 clusters Score -1285563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1285582.000000 Penalty: 4567.783203
	Iteration 60F: 3 clusters Score -1285582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1285585.875000 Penalty: 4567.783203
	Iteration 61Q: 3 clusters Score -1285586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1285592.250000 Penalty: 4567.783203
	Iteration 62Q: 3 clusters Score -1285592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1285600.625000 Penalty: 4567.783203
	Iteration 63Q: 3 clusters Score -1285601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1285605.500000 Penalty: 4567.783203
	Iteration 64Q: 3 clusters Score -1285606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1285616.625000 Penalty: 4567.783203
	Iteration 65Q: 3 clusters Score -1285617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1285618.875000 Penalty: 4567.783203
	Iteration 66Q: 3 clusters Score -1285619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1285620.375000 Penalty: 4567.783203
	Iteration 67Q: 3 clusters Score -1285620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1285623.875000 Penalty: 4567.783203
	Iteration 68Q: 3 clusters Score -1285624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1285627.250000 Penalty: 4567.783203
	Iteration 69Q: 3 clusters Score -1285627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1285631.750000 Penalty: 4567.783203
	Iteration 70Q: 3 clusters Score -1285632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1285631.125000 Penalty: 4567.783203
	Iteration 71Q: 3 clusters Score -1285631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1285630.125000 Penalty: 4567.783203
	Iteration 72Q: 3 clusters Score -1285630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1285631.500000 Penalty: 4567.783203
	Iteration 73Q: 3 clusters Score -1285632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1285630.625000 Penalty: 4567.783203
	Iteration 74Q: 3 clusters Score -1285631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1285630.625000 Penalty: 4567.783203
	Iteration 75F: 3 clusters Score -1285631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Entering Unmasked Estep 
Score: -882783.375000 Penalty: 2203.451904
	Iteration 0F: 2 clusters Score -882783.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -876819.875000 Penalty: 4406.903809
	Iteration 0F: 3 clusters Score -876819.9 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -878404.500000 Penalty: 4406.903809
	Iteration 1F: 3 clusters Score -878404.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -878674.937500 Penalty: 4406.903809
	Iteration 2F: 3 clusters Score -878674.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -878868.437500 Penalty: 4406.903809
	Iteration 3F: 3 clusters Score -878868.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -879037.437500 Penalty: 4406.903809
	Iteration 4Q: 3 clusters Score -879037.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -879205.750000 Penalty: 4406.903809
	Iteration 5Q: 3 clusters Score -879205.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -879400.000000 Penalty: 4406.903809
	Iteration 6Q: 3 clusters Score -879400 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -879638.687500 Penalty: 4406.903809
	Iteration 7Q: 3 clusters Score -879638.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -879906.000000 Penalty: 4406.903809
	Iteration 8Q: 3 clusters Score -879906 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -880143.125000 Penalty: 4406.903809
	Iteration 9Q: 3 clusters Score -880143.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -880367.375000 Penalty: 4406.903809
	Iteration 10Q: 3 clusters Score -880367.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -880568.937500 Penalty: 4406.903809
	Iteration 11Q: 3 clusters Score -880568.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -880703.062500 Penalty: 4406.903809
	Iteration 12Q: 3 clusters Score -880703.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -880792.812500 Penalty: 4406.903809
	Iteration 13Q: 3 clusters Score -880792.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -880859.375000 Penalty: 4406.903809
	Iteration 14Q: 3 clusters Score -880859.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -880918.875000 Penalty: 4406.903809
	Iteration 15Q: 3 clusters Score -880918.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -880964.500000 Penalty: 4406.903809
	Iteration 16Q: 3 clusters Score -880964.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -880988.312500 Penalty: 4406.903809
	Iteration 17Q: 3 clusters Score -880988.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -880997.125000 Penalty: 4406.903809
	Iteration 18Q: 3 clusters Score -880997.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -881003.312500 Penalty: 4406.903809
	Iteration 19Q: 3 clusters Score -881003.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -881017.062500 Penalty: 4406.903809
	Iteration 20F: 3 clusters Score -881017.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -881027.000000 Penalty: 4406.903809
	Iteration 21Q: 3 clusters Score -881027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -881036.250000 Penalty: 4406.903809
	Iteration 22Q: 3 clusters Score -881036.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -881045.375000 Penalty: 4406.903809
	Iteration 23Q: 3 clusters Score -881045.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -881049.812500 Penalty: 4406.903809
	Iteration 24Q: 3 clusters Score -881049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -881052.500000 Penalty: 4406.903809
	Iteration 25Q: 3 clusters Score -881052.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -881053.000000 Penalty: 4406.903809
	Iteration 26Q: 3 clusters Score -881053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -881053.000000 Penalty: 4406.903809
	Iteration 27F: 3 clusters Score -881053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Entering Unmasked Estep 
Score: -2043817.000000 Penalty: 2409.735596
	Iteration 0F: 2 clusters Score -2043817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2031971.250000 Penalty: 4819.471191
	Iteration 0F: 3 clusters Score -2031971 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2035901.625000 Penalty: 4819.471191
	Iteration 1F: 3 clusters Score -2035902 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2036380.500000 Penalty: 4819.471191
	Iteration 2F: 3 clusters Score -2036380 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2036764.875000 Penalty: 4819.471191
	Iteration 3F: 3 clusters Score -2036765 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2037098.750000 Penalty: 4819.471191
	Iteration 4Q: 3 clusters Score -2037099 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2037427.625000 Penalty: 4819.471191
	Iteration 5Q: 3 clusters Score -2037428 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2037780.250000 Penalty: 4819.471191
	Iteration 6Q: 3 clusters Score -2037780 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2038239.125000 Penalty: 4819.471191
	Iteration 7Q: 3 clusters Score -2038239 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2038782.750000 Penalty: 4819.471191
	Iteration 8F: 3 clusters Score -2038783 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2039416.000000 Penalty: 4819.471191
	Iteration 9F: 3 clusters Score -2039416 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2040100.750000 Penalty: 4819.471191
	Iteration 10F: 3 clusters Score -2040101 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2040713.875000 Penalty: 4819.471191
	Iteration 11Q: 3 clusters Score -2040714 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2041188.750000 Penalty: 4819.471191
	Iteration 12Q: 3 clusters Score -2041189 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2041472.625000 Penalty: 4819.471191
	Iteration 13Q: 3 clusters Score -2041473 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2041651.375000 Penalty: 4819.471191
	Iteration 14Q: 3 clusters Score -2041651 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2041754.875000 Penalty: 4819.471191
	Iteration 15Q: 3 clusters Score -2041755 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2041825.750000 Penalty: 4819.471191
	Iteration 16Q: 3 clusters Score -2041826 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2041870.875000 Penalty: 4819.471191
	Iteration 17Q: 3 clusters Score -2041871 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2041898.625000 Penalty: 4819.471191
	Iteration 18Q: 3 clusters Score -2041899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2041920.625000 Penalty: 4819.471191
	Iteration 19Q: 3 clusters Score -2041921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2041935.750000 Penalty: 4819.471191
	Iteration 20F: 3 clusters Score -2041936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2041945.125000 Penalty: 4819.471191
	Iteration 21Q: 3 clusters Score -2041945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2041958.750000 Penalty: 4819.471191
	Iteration 22Q: 3 clusters Score -2041959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2041969.250000 Penalty: 4819.471191
	Iteration 23Q: 3 clusters Score -2041969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2041983.875000 Penalty: 4819.471191
	Iteration 24Q: 3 clusters Score -2041984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2041990.375000 Penalty: 4819.471191
	Iteration 25Q: 3 clusters Score -2041990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2041995.000000 Penalty: 4819.471191
	Iteration 26Q: 3 clusters Score -2041995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2042002.250000 Penalty: 4819.471191
	Iteration 27Q: 3 clusters Score -2042002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2042006.875000 Penalty: 4819.471191
	Iteration 28Q: 3 clusters Score -2042007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2042008.125000 Penalty: 4819.471191
	Iteration 29Q: 3 clusters Score -2042008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2042008.625000 Penalty: 4819.471191
	Iteration 30Q: 3 clusters Score -2042009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2042007.750000 Penalty: 4819.471191
	Iteration 31Q: 3 clusters Score -2042008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2042008.375000 Penalty: 4819.471191
	Iteration 32Q: 3 clusters Score -2042008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2042012.000000 Penalty: 4819.471191
	Iteration 33Q: 3 clusters Score -2042012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2042015.125000 Penalty: 4819.471191
	Iteration 34Q: 3 clusters Score -2042015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2042010.750000 Penalty: 4819.471191
	Iteration 35Q: 3 clusters Score -2042011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2042015.000000 Penalty: 4819.471191
	Iteration 36Q: 3 clusters Score -2042015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2042017.125000 Penalty: 4819.471191
	Iteration 37Q: 3 clusters Score -2042017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2042021.750000 Penalty: 4819.471191
	Iteration 38Q: 3 clusters Score -2042022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2042020.500000 Penalty: 4819.471191
	Iteration 39Q: 3 clusters Score -2042020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2042022.625000 Penalty: 4819.471191
	Iteration 40F: 3 clusters Score -2042023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2042020.500000 Penalty: 4819.471191
	Iteration 41Q: 3 clusters Score -2042020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2042020.500000 Penalty: 4819.471191
	Iteration 42F: 3 clusters Score -2042020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Entering Unmasked Estep 
Score: -264317.843750 Penalty: 1909.448608
	Iteration 0F: 2 clusters Score -264317.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -261587.671875 Penalty: 3818.897217
	Iteration 0F: 3 clusters Score -261587.7 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -262149.125000 Penalty: 3818.897217
	Iteration 1F: 3 clusters Score -262149.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -262339.812500 Penalty: 3818.897217
	Iteration 2F: 3 clusters Score -262339.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -262471.250000 Penalty: 3818.897217
	Iteration 3F: 3 clusters Score -262471.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -262575.781250 Penalty: 3818.897217
	Iteration 4Q: 3 clusters Score -262575.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -262666.187500 Penalty: 3818.897217
	Iteration 5Q: 3 clusters Score -262666.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -262744.625000 Penalty: 3818.897217
	Iteration 6Q: 3 clusters Score -262744.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -262800.937500 Penalty: 3818.897217
	Iteration 7Q: 3 clusters Score -262800.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -262848.812500 Penalty: 3818.897217
	Iteration 8Q: 3 clusters Score -262848.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -262882.000000 Penalty: 3818.897217
	Iteration 9Q: 3 clusters Score -262882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -262905.312500 Penalty: 3818.897217
	Iteration 10Q: 3 clusters Score -262905.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -262918.781250 Penalty: 3818.897217
	Iteration 11Q: 3 clusters Score -262918.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -262927.937500 Penalty: 3818.897217
	Iteration 12Q: 3 clusters Score -262927.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -262937.281250 Penalty: 3818.897217
	Iteration 13Q: 3 clusters Score -262937.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -262944.187500 Penalty: 3818.897217
	Iteration 14Q: 3 clusters Score -262944.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -262953.437500 Penalty: 3818.897217
	Iteration 15Q: 3 clusters Score -262953.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -262959.593750 Penalty: 3818.897217
	Iteration 16Q: 3 clusters Score -262959.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -262961.937500 Penalty: 3818.897217
	Iteration 17Q: 3 clusters Score -262961.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -262963.250000 Penalty: 3818.897217
	Iteration 18Q: 3 clusters Score -262963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -262966.031250 Penalty: 3818.897217
	Iteration 19Q: 3 clusters Score -262966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -262966.812500 Penalty: 3818.897217
	Iteration 20F: 3 clusters Score -262966.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -262968.250000 Penalty: 3818.897217
	Iteration 21Q: 3 clusters Score -262968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -262969.875000 Penalty: 3818.897217
	Iteration 22Q: 3 clusters Score -262969.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -262971.531250 Penalty: 3818.897217
	Iteration 23Q: 3 clusters Score -262971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -262973.250000 Penalty: 3818.897217
	Iteration 24Q: 3 clusters Score -262973.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -262973.812500 Penalty: 3818.897217
	Iteration 25Q: 3 clusters Score -262973.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -262974.843750 Penalty: 3818.897217
	Iteration 26Q: 3 clusters Score -262974.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -262974.843750 Penalty: 3818.897217
	Iteration 27F: 3 clusters Score -262974.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Entering Unmasked Estep 
Score: -1236365.500000 Penalty: 2271.391357
	Iteration 0F: 2 clusters Score -1236366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1229041.125000 Penalty: 4542.782715
	Iteration 0F: 3 clusters Score -1229041 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1231126.500000 Penalty: 4542.782715
	Iteration 1F: 3 clusters Score -1231126 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1231429.625000 Penalty: 4542.782715
	Iteration 2F: 3 clusters Score -1231430 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1231624.750000 Penalty: 4542.782715
	Iteration 3Q: 3 clusters Score -1231625 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1231818.500000 Penalty: 4542.782715
	Iteration 4Q: 3 clusters Score -1231818 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1231959.250000 Penalty: 4542.782715
	Iteration 5Q: 3 clusters Score -1231959 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1232085.750000 Penalty: 4542.782715
	Iteration 6Q: 3 clusters Score -1232086 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1232208.000000 Penalty: 4542.782715
	Iteration 7Q: 3 clusters Score -1232208 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1232320.625000 Penalty: 4542.782715
	Iteration 8Q: 3 clusters Score -1232321 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1232422.000000 Penalty: 4542.782715
	Iteration 9Q: 3 clusters Score -1232422 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1232523.625000 Penalty: 4542.782715
	Iteration 10Q: 3 clusters Score -1232524 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1232616.750000 Penalty: 4542.782715
	Iteration 11Q: 3 clusters Score -1232617 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1232712.375000 Penalty: 4542.782715
	Iteration 12Q: 3 clusters Score -1232712 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1232796.625000 Penalty: 4542.782715
	Iteration 13Q: 3 clusters Score -1232797 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1232880.750000 Penalty: 4542.782715
	Iteration 14Q: 3 clusters Score -1232881 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1232974.250000 Penalty: 4542.782715
	Iteration 15Q: 3 clusters Score -1232974 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1233060.625000 Penalty: 4542.782715
	Iteration 16Q: 3 clusters Score -1233061 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1233155.000000 Penalty: 4542.782715
	Iteration 17Q: 3 clusters Score -1233155 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1233238.000000 Penalty: 4542.782715
	Iteration 18Q: 3 clusters Score -1233238 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1233345.625000 Penalty: 4542.782715
	Iteration 19Q: 3 clusters Score -1233346 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1233444.250000 Penalty: 4542.782715
	Iteration 20F: 3 clusters Score -1233444 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1233529.375000 Penalty: 4542.782715
	Iteration 21Q: 3 clusters Score -1233529 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1233604.125000 Penalty: 4542.782715
	Iteration 22Q: 3 clusters Score -1233604 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1233681.250000 Penalty: 4542.782715
	Iteration 23Q: 3 clusters Score -1233681 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1233745.000000 Penalty: 4542.782715
	Iteration 24Q: 3 clusters Score -1233745 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1233795.375000 Penalty: 4542.782715
	Iteration 25Q: 3 clusters Score -1233795 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1233853.625000 Penalty: 4542.782715
	Iteration 26Q: 3 clusters Score -1233854 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1233912.625000 Penalty: 4542.782715
	Iteration 27Q: 3 clusters Score -1233913 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1233968.500000 Penalty: 4542.782715
	Iteration 28Q: 3 clusters Score -1233968 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1234028.750000 Penalty: 4542.782715
	Iteration 29Q: 3 clusters Score -1234029 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1234096.750000 Penalty: 4542.782715
	Iteration 30Q: 3 clusters Score -1234097 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1234158.625000 Penalty: 4542.782715
	Iteration 31Q: 3 clusters Score -1234159 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1234230.500000 Penalty: 4542.782715
	Iteration 32Q: 3 clusters Score -1234230 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1234312.625000 Penalty: 4542.782715
	Iteration 33Q: 3 clusters Score -1234313 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1234399.750000 Penalty: 4542.782715
	Iteration 34Q: 3 clusters Score -1234400 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1234483.625000 Penalty: 4542.782715
	Iteration 35Q: 3 clusters Score -1234484 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1234581.250000 Penalty: 4542.782715
	Iteration 36Q: 3 clusters Score -1234581 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1234691.250000 Penalty: 4542.782715
	Iteration 37Q: 3 clusters Score -1234691 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1234798.625000 Penalty: 4542.782715
	Iteration 38Q: 3 clusters Score -1234799 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1234903.250000 Penalty: 4542.782715
	Iteration 39Q: 3 clusters Score -1234903 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1234990.250000 Penalty: 4542.782715
	Iteration 40F: 3 clusters Score -1234990 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1235057.125000 Penalty: 4542.782715
	Iteration 41Q: 3 clusters Score -1235057 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1235101.375000 Penalty: 4542.782715
	Iteration 42Q: 3 clusters Score -1235101 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1235138.000000 Penalty: 4542.782715
	Iteration 43Q: 3 clusters Score -1235138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1235177.375000 Penalty: 4542.782715
	Iteration 44Q: 3 clusters Score -1235177 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1235220.750000 Penalty: 4542.782715
	Iteration 45Q: 3 clusters Score -1235221 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1235258.375000 Penalty: 4542.782715
	Iteration 46Q: 3 clusters Score -1235258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1235300.375000 Penalty: 4542.782715
	Iteration 47Q: 3 clusters Score -1235300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1235317.000000 Penalty: 4542.782715
	Iteration 48Q: 3 clusters Score -1235317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1235324.625000 Penalty: 4542.782715
	Iteration 49Q: 3 clusters Score -1235325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1235332.375000 Penalty: 4542.782715
	Iteration 50Q: 3 clusters Score -1235332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1235333.125000 Penalty: 4542.782715
	Iteration 51Q: 3 clusters Score -1235333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1235336.125000 Penalty: 4542.782715
	Iteration 52Q: 3 clusters Score -1235336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1235337.875000 Penalty: 4542.782715
	Iteration 53Q: 3 clusters Score -1235338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1235346.750000 Penalty: 4542.782715
	Iteration 54Q: 3 clusters Score -1235347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1235350.375000 Penalty: 4542.782715
	Iteration 55Q: 3 clusters Score -1235350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1235352.125000 Penalty: 4542.782715
	Iteration 56Q: 3 clusters Score -1235352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1235357.125000 Penalty: 4542.782715
	Iteration 57Q: 3 clusters Score -1235357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1235359.250000 Penalty: 4542.782715
	Iteration 58Q: 3 clusters Score -1235359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1235360.250000 Penalty: 4542.782715
	Iteration 59Q: 3 clusters Score -1235360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1235360.250000 Penalty: 4542.782715
	Iteration 60F: 3 clusters Score -1235360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Entering Unmasked Estep 
Score: -926416.562500 Penalty: 2208.785400
	Iteration 0F: 2 clusters Score -926416.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -920363.187500 Penalty: 4417.570801
	Iteration 0F: 3 clusters Score -920363.2 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -922027.937500 Penalty: 4417.570801
	Iteration 1F: 3 clusters Score -922027.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -922269.500000 Penalty: 4417.570801
	Iteration 2F: 3 clusters Score -922269.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -922457.562500 Penalty: 4417.570801
	Iteration 3F: 3 clusters Score -922457.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -922606.062500 Penalty: 4417.570801
	Iteration 4Q: 3 clusters Score -922606.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -922717.437500 Penalty: 4417.570801
	Iteration 5Q: 3 clusters Score -922717.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -922839.312500 Penalty: 4417.570801
	Iteration 6Q: 3 clusters Score -922839.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -922957.500000 Penalty: 4417.570801
	Iteration 7Q: 3 clusters Score -922957.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -923076.250000 Penalty: 4417.570801
	Iteration 8Q: 3 clusters Score -923076.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -923206.187500 Penalty: 4417.570801
	Iteration 9Q: 3 clusters Score -923206.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -923323.875000 Penalty: 4417.570801
	Iteration 10Q: 3 clusters Score -923323.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -923453.375000 Penalty: 4417.570801
	Iteration 11Q: 3 clusters Score -923453.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -923596.812500 Penalty: 4417.570801
	Iteration 12Q: 3 clusters Score -923596.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -923745.250000 Penalty: 4417.570801
	Iteration 13Q: 3 clusters Score -923745.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -923895.375000 Penalty: 4417.570801
	Iteration 14Q: 3 clusters Score -923895.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -924011.812500 Penalty: 4417.570801
	Iteration 15Q: 3 clusters Score -924011.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -924102.687500 Penalty: 4417.570801
	Iteration 16Q: 3 clusters Score -924102.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -924167.250000 Penalty: 4417.570801
	Iteration 17Q: 3 clusters Score -924167.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -924220.312500 Penalty: 4417.570801
	Iteration 18Q: 3 clusters Score -924220.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -924267.750000 Penalty: 4417.570801
	Iteration 19Q: 3 clusters Score -924267.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -924306.562500 Penalty: 4417.570801
	Iteration 20F: 3 clusters Score -924306.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -924333.937500 Penalty: 4417.570801
	Iteration 21Q: 3 clusters Score -924333.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -924359.375000 Penalty: 4417.570801
	Iteration 22Q: 3 clusters Score -924359.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -924381.625000 Penalty: 4417.570801
	Iteration 23Q: 3 clusters Score -924381.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -924400.062500 Penalty: 4417.570801
	Iteration 24Q: 3 clusters Score -924400.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -924412.125000 Penalty: 4417.570801
	Iteration 25Q: 3 clusters Score -924412.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -924421.687500 Penalty: 4417.570801
	Iteration 26Q: 3 clusters Score -924421.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -924423.687500 Penalty: 4417.570801
	Iteration 27Q: 3 clusters Score -924423.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -924427.750000 Penalty: 4417.570801
	Iteration 28Q: 3 clusters Score -924427.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -924430.562500 Penalty: 4417.570801
	Iteration 29Q: 3 clusters Score -924430.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -924432.500000 Penalty: 4417.570801
	Iteration 30Q: 3 clusters Score -924432.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -924433.875000 Penalty: 4417.570801
	Iteration 31Q: 3 clusters Score -924433.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -924437.687500 Penalty: 4417.570801
	Iteration 32Q: 3 clusters Score -924437.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -924441.437500 Penalty: 4417.570801
	Iteration 33Q: 3 clusters Score -924441.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -924442.500000 Penalty: 4417.570801
	Iteration 34Q: 3 clusters Score -924442.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -924445.062500 Penalty: 4417.570801
	Iteration 35Q: 3 clusters Score -924445.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -924448.500000 Penalty: 4417.570801
	Iteration 36Q: 3 clusters Score -924448.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -924452.687500 Penalty: 4417.570801
	Iteration 37Q: 3 clusters Score -924452.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -924455.937500 Penalty: 4417.570801
	Iteration 38Q: 3 clusters Score -924455.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -924458.562500 Penalty: 4417.570801
	Iteration 39Q: 3 clusters Score -924458.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -924460.375000 Penalty: 4417.570801
	Iteration 40F: 3 clusters Score -924460.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -924459.812500 Penalty: 4417.570801
	Iteration 41Q: 3 clusters Score -924459.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -924459.812500 Penalty: 4417.570801
	Iteration 42F: 3 clusters Score -924459.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -67226.609375 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -67226.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65757.148438 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -65757.15 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66209.429688 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -66209.43 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -66484.226562 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -66484.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -66662.781250 Penalty: 3213.340576
	Iteration 3F: 3 clusters Score -66662.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -66816.734375 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -66816.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -67049.960938 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -67049.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -67104.742188 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -67104.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -67121.164062 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -67121.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -67133.710938 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -67133.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -67152.335938 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -67152.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -67166.015625 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -67166.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -67177.171875 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -67177.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -67181.234375 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -67181.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -67183.515625 Penalty: 3213.340576
	Iteration 13Q: 3 clusters Score -67183.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -67188.679688 Penalty: 3213.340576
	Iteration 14Q: 3 clusters Score -67188.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67194.609375 Penalty: 3213.340576
	Iteration 15Q: 3 clusters Score -67194.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -67198.492188 Penalty: 3213.340576
	Iteration 16Q: 3 clusters Score -67198.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -67198.492188 Penalty: 3213.340576
	Iteration 17F: 3 clusters Score -67198.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Entering Unmasked Estep 
Score: -1971857.750000 Penalty: 2404.035645
	Iteration 0F: 2 clusters Score -1971858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1960280.875000 Penalty: 4808.071289
	Iteration 0F: 3 clusters Score -1960281 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1964261.375000 Penalty: 4808.071289
	Iteration 1F: 3 clusters Score -1964261 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1964701.750000 Penalty: 4808.071289
	Iteration 2F: 3 clusters Score -1964702 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1965075.625000 Penalty: 4808.071289
	Iteration 3F: 3 clusters Score -1965076 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1965433.500000 Penalty: 4808.071289
	Iteration 4Q: 3 clusters Score -1965434 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1965783.000000 Penalty: 4808.071289
	Iteration 5Q: 3 clusters Score -1965783 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1966080.250000 Penalty: 4808.071289
	Iteration 6Q: 3 clusters Score -1966080 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1966414.125000 Penalty: 4808.071289
	Iteration 7Q: 3 clusters Score -1966414 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1966756.375000 Penalty: 4808.071289
	Iteration 8Q: 3 clusters Score -1966756 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1967123.125000 Penalty: 4808.071289
	Iteration 9Q: 3 clusters Score -1967123 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1967532.125000 Penalty: 4808.071289
	Iteration 10Q: 3 clusters Score -1967532 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1967919.625000 Penalty: 4808.071289
	Iteration 11Q: 3 clusters Score -1967920 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1968218.250000 Penalty: 4808.071289
	Iteration 12Q: 3 clusters Score -1968218 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1968449.125000 Penalty: 4808.071289
	Iteration 13Q: 3 clusters Score -1968449 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1968618.250000 Penalty: 4808.071289
	Iteration 14Q: 3 clusters Score -1968618 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1968742.750000 Penalty: 4808.071289
	Iteration 15Q: 3 clusters Score -1968743 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1968829.500000 Penalty: 4808.071289
	Iteration 16Q: 3 clusters Score -1968830 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1968900.500000 Penalty: 4808.071289
	Iteration 17Q: 3 clusters Score -1968900 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1968964.500000 Penalty: 4808.071289
	Iteration 18Q: 3 clusters Score -1968964 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1969002.750000 Penalty: 4808.071289
	Iteration 19Q: 3 clusters Score -1969003 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1969043.250000 Penalty: 4808.071289
	Iteration 20F: 3 clusters Score -1969043 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1969076.750000 Penalty: 4808.071289
	Iteration 21Q: 3 clusters Score -1969077 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1969122.625000 Penalty: 4808.071289
	Iteration 22Q: 3 clusters Score -1969123 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1969167.125000 Penalty: 4808.071289
	Iteration 23Q: 3 clusters Score -1969167 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1969221.375000 Penalty: 4808.071289
	Iteration 24Q: 3 clusters Score -1969221 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1969284.875000 Penalty: 4808.071289
	Iteration 25Q: 3 clusters Score -1969285 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1969348.875000 Penalty: 4808.071289
	Iteration 26Q: 3 clusters Score -1969349 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1969405.250000 Penalty: 4808.071289
	Iteration 27Q: 3 clusters Score -1969405 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1969451.000000 Penalty: 4808.071289
	Iteration 28Q: 3 clusters Score -1969451 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1969494.625000 Penalty: 4808.071289
	Iteration 29Q: 3 clusters Score -1969495 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1969519.375000 Penalty: 4808.071289
	Iteration 30Q: 3 clusters Score -1969519 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1969554.500000 Penalty: 4808.071289
	Iteration 31Q: 3 clusters Score -1969554 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1969582.500000 Penalty: 4808.071289
	Iteration 32Q: 3 clusters Score -1969582 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1969612.875000 Penalty: 4808.071289
	Iteration 33Q: 3 clusters Score -1969613 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1969626.750000 Penalty: 4808.071289
	Iteration 34Q: 3 clusters Score -1969627 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1969640.000000 Penalty: 4808.071289
	Iteration 35Q: 3 clusters Score -1969640 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1969653.750000 Penalty: 4808.071289
	Iteration 36Q: 3 clusters Score -1969654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1969669.875000 Penalty: 4808.071289
	Iteration 37Q: 3 clusters Score -1969670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1969687.500000 Penalty: 4808.071289
	Iteration 38Q: 3 clusters Score -1969688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1969693.375000 Penalty: 4808.071289
	Iteration 39Q: 3 clusters Score -1969693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1969695.125000 Penalty: 4808.071289
	Iteration 40F: 3 clusters Score -1969695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1969703.625000 Penalty: 4808.071289
	Iteration 41Q: 3 clusters Score -1969704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1969707.375000 Penalty: 4808.071289
	Iteration 42Q: 3 clusters Score -1969707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1969714.500000 Penalty: 4808.071289
	Iteration 43Q: 3 clusters Score -1969714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1969718.625000 Penalty: 4808.071289
	Iteration 44Q: 3 clusters Score -1969719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1969723.875000 Penalty: 4808.071289
	Iteration 45Q: 3 clusters Score -1969724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1969726.500000 Penalty: 4808.071289
	Iteration 46Q: 3 clusters Score -1969726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1969729.125000 Penalty: 4808.071289
	Iteration 47Q: 3 clusters Score -1969729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1969734.500000 Penalty: 4808.071289
	Iteration 48Q: 3 clusters Score -1969734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1969748.250000 Penalty: 4808.071289
	Iteration 49Q: 3 clusters Score -1969748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1969751.250000 Penalty: 4808.071289
	Iteration 50Q: 3 clusters Score -1969751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1969750.750000 Penalty: 4808.071289
	Iteration 51Q: 3 clusters Score -1969751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1969757.750000 Penalty: 4808.071289
	Iteration 52Q: 3 clusters Score -1969758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1969760.625000 Penalty: 4808.071289
	Iteration 53Q: 3 clusters Score -1969761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1969767.375000 Penalty: 4808.071289
	Iteration 54Q: 3 clusters Score -1969767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1969768.500000 Penalty: 4808.071289
	Iteration 55Q: 3 clusters Score -1969768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1969770.875000 Penalty: 4808.071289
	Iteration 56Q: 3 clusters Score -1969771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1969774.750000 Penalty: 4808.071289
	Iteration 57Q: 3 clusters Score -1969775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1969780.125000 Penalty: 4808.071289
	Iteration 58Q: 3 clusters Score -1969780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1969784.125000 Penalty: 4808.071289
	Iteration 59Q: 3 clusters Score -1969784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1969785.500000 Penalty: 4808.071289
	Iteration 60F: 3 clusters Score -1969786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1969792.875000 Penalty: 4808.071289
	Iteration 61Q: 3 clusters Score -1969793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1969793.250000 Penalty: 4808.071289
	Iteration 62Q: 3 clusters Score -1969793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1969794.000000 Penalty: 4808.071289
	Iteration 63Q: 3 clusters Score -1969794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1969806.875000 Penalty: 4808.071289
	Iteration 64Q: 3 clusters Score -1969807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1969808.500000 Penalty: 4808.071289
	Iteration 65Q: 3 clusters Score -1969808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1969816.625000 Penalty: 4808.071289
	Iteration 66Q: 3 clusters Score -1969817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1969823.625000 Penalty: 4808.071289
	Iteration 67Q: 3 clusters Score -1969824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1969826.125000 Penalty: 4808.071289
	Iteration 68Q: 3 clusters Score -1969826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1969830.750000 Penalty: 4808.071289
	Iteration 69Q: 3 clusters Score -1969831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1969838.125000 Penalty: 4808.071289
	Iteration 70Q: 3 clusters Score -1969838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1969837.250000 Penalty: 4808.071289
	Iteration 71Q: 3 clusters Score -1969837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1969845.375000 Penalty: 4808.071289
	Iteration 72Q: 3 clusters Score -1969845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1969852.000000 Penalty: 4808.071289
	Iteration 73Q: 3 clusters Score -1969852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1969862.625000 Penalty: 4808.071289
	Iteration 74Q: 3 clusters Score -1969863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1969872.875000 Penalty: 4808.071289
	Iteration 75Q: 3 clusters Score -1969873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1969871.000000 Penalty: 4808.071289
	Iteration 76Q: 3 clusters Score -1969871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1969879.125000 Penalty: 4808.071289
	Iteration 77Q: 3 clusters Score -1969879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1969883.125000 Penalty: 4808.071289
	Iteration 78Q: 3 clusters Score -1969883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1969889.625000 Penalty: 4808.071289
	Iteration 79Q: 3 clusters Score -1969890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1969893.000000 Penalty: 4808.071289
	Iteration 80F: 3 clusters Score -1969893 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1969903.875000 Penalty: 4808.071289
	Iteration 81Q: 3 clusters Score -1969904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1969908.500000 Penalty: 4808.071289
	Iteration 82Q: 3 clusters Score -1969908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1969919.250000 Penalty: 4808.071289
	Iteration 83Q: 3 clusters Score -1969919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1969925.875000 Penalty: 4808.071289
	Iteration 84Q: 3 clusters Score -1969926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1969932.500000 Penalty: 4808.071289
	Iteration 85Q: 3 clusters Score -1969932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1969945.625000 Penalty: 4808.071289
	Iteration 86Q: 3 clusters Score -1969946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1969948.500000 Penalty: 4808.071289
	Iteration 87Q: 3 clusters Score -1969948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1969955.500000 Penalty: 4808.071289
	Iteration 88Q: 3 clusters Score -1969956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1969965.125000 Penalty: 4808.071289
	Iteration 89Q: 3 clusters Score -1969965 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1969971.875000 Penalty: 4808.071289
	Iteration 90Q: 3 clusters Score -1969972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1969973.750000 Penalty: 4808.071289
	Iteration 91Q: 3 clusters Score -1969974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1969983.125000 Penalty: 4808.071289
	Iteration 92Q: 3 clusters Score -1969983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1969986.750000 Penalty: 4808.071289
	Iteration 93Q: 3 clusters Score -1969987 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1970005.375000 Penalty: 4808.071289
	Iteration 94Q: 3 clusters Score -1970005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1970006.250000 Penalty: 4808.071289
	Iteration 95Q: 3 clusters Score -1970006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1970020.375000 Penalty: 4808.071289
	Iteration 96Q: 3 clusters Score -1970020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1970024.625000 Penalty: 4808.071289
	Iteration 97Q: 3 clusters Score -1970025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1970030.500000 Penalty: 4808.071289
	Iteration 98Q: 3 clusters Score -1970030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1970036.500000 Penalty: 4808.071289
	Iteration 99Q: 3 clusters Score -1970036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1970037.375000 Penalty: 4808.071289
	Iteration 100F: 3 clusters Score -1970037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1970043.875000 Penalty: 4808.071289
	Iteration 101Q: 3 clusters Score -1970044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1970056.750000 Penalty: 4808.071289
	Iteration 102Q: 3 clusters Score -1970057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1970063.625000 Penalty: 4808.071289
	Iteration 103Q: 3 clusters Score -1970064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1970069.875000 Penalty: 4808.071289
	Iteration 104Q: 3 clusters Score -1970070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1970080.625000 Penalty: 4808.071289
	Iteration 105Q: 3 clusters Score -1970081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1970092.375000 Penalty: 4808.071289
	Iteration 106Q: 3 clusters Score -1970092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1970101.500000 Penalty: 4808.071289
	Iteration 107Q: 3 clusters Score -1970102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1970109.750000 Penalty: 4808.071289
	Iteration 108Q: 3 clusters Score -1970110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1970131.000000 Penalty: 4808.071289
	Iteration 109Q: 3 clusters Score -1970131 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1970144.125000 Penalty: 4808.071289
	Iteration 110Q: 3 clusters Score -1970144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1970162.500000 Penalty: 4808.071289
	Iteration 111Q: 3 clusters Score -1970162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1970180.000000 Penalty: 4808.071289
	Iteration 112Q: 3 clusters Score -1970180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1970195.500000 Penalty: 4808.071289
	Iteration 113Q: 3 clusters Score -1970196 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1970219.750000 Penalty: 4808.071289
	Iteration 114Q: 3 clusters Score -1970220 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1970247.750000 Penalty: 4808.071289
	Iteration 115Q: 3 clusters Score -1970248 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1970278.000000 Penalty: 4808.071289
	Iteration 116Q: 3 clusters Score -1970278 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1970295.000000 Penalty: 4808.071289
	Iteration 117Q: 3 clusters Score -1970295 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1970314.875000 Penalty: 4808.071289
	Iteration 118Q: 3 clusters Score -1970315 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1970336.750000 Penalty: 4808.071289
	Iteration 119Q: 3 clusters Score -1970337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1970349.250000 Penalty: 4808.071289
	Iteration 120F: 3 clusters Score -1970349 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1970369.125000 Penalty: 4808.071289
	Iteration 121Q: 3 clusters Score -1970369 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1970381.375000 Penalty: 4808.071289
	Iteration 122Q: 3 clusters Score -1970381 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1970396.125000 Penalty: 4808.071289
	Iteration 123Q: 3 clusters Score -1970396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1970406.750000 Penalty: 4808.071289
	Iteration 124Q: 3 clusters Score -1970407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1970414.250000 Penalty: 4808.071289
	Iteration 125Q: 3 clusters Score -1970414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1970419.875000 Penalty: 4808.071289
	Iteration 126Q: 3 clusters Score -1970420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1970423.000000 Penalty: 4808.071289
	Iteration 127Q: 3 clusters Score -1970423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1970425.250000 Penalty: 4808.071289
	Iteration 128Q: 3 clusters Score -1970425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1970429.750000 Penalty: 4808.071289
	Iteration 129Q: 3 clusters Score -1970430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1970433.625000 Penalty: 4808.071289
	Iteration 130Q: 3 clusters Score -1970434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1970432.000000 Penalty: 4808.071289
	Iteration 131Q: 3 clusters Score -1970432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1970430.375000 Penalty: 4808.071289
	Iteration 132Q: 3 clusters Score -1970430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1970433.375000 Penalty: 4808.071289
	Iteration 133Q: 3 clusters Score -1970433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1970435.250000 Penalty: 4808.071289
	Iteration 134Q: 3 clusters Score -1970435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1970436.500000 Penalty: 4808.071289
	Iteration 135Q: 3 clusters Score -1970436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1970436.500000 Penalty: 4808.071289
	Iteration 136F: 3 clusters Score -1970436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (171811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171811 members 
Entering Unmasked Estep 
Score: -22238312.000000 Penalty: 2989.429443
	Iteration 0F: 2 clusters Score -2.223831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86042 members 
Mstep: Class 2 contains 85769 members 
Entering Unmasked Estep 
Score: -22128962.000000 Penalty: 5978.858887
	Iteration 0F: 3 clusters Score -2.212896e+07 nChanged 82106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88250 members 
Mstep: Class 2 contains 83561 members 
Entering Unmasked Estep 
Score: -22177494.000000 Penalty: 5978.858887
	Iteration 1F: 3 clusters Score -2.217749e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 81866 members 
Entering Unmasked Estep 
Score: -22178726.000000 Penalty: 5978.858887
	Iteration 2Q: 3 clusters Score -2.217873e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92665 members 
Mstep: Class 2 contains 79146 members 
Entering Unmasked Estep 
Score: -22180292.000000 Penalty: 5978.858887
	Iteration 3Q: 3 clusters Score -2.218029e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96881 members 
Mstep: Class 2 contains 74930 members 
Entering Unmasked Estep 
Score: -22182456.000000 Penalty: 5978.858887
	Iteration 4Q: 3 clusters Score -2.218246e+07 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103307 members 
Mstep: Class 2 contains 68504 members 
Entering Unmasked Estep 
Score: -22186262.000000 Penalty: 5978.858887
	Iteration 5Q: 3 clusters Score -2.218626e+07 nChanged 10738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112399 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -22191922.000000 Penalty: 5978.858887
	Iteration 6F: 3 clusters Score -2.219192e+07 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123825 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -22200404.000000 Penalty: 5978.858887
	Iteration 7F: 3 clusters Score -2.22004e+07 nChanged 13131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136414 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -22209888.000000 Penalty: 5978.858887
	Iteration 8F: 3 clusters Score -2.220989e+07 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148242 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -22219046.000000 Penalty: 5978.858887
	Iteration 9F: 3 clusters Score -2.221905e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157848 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -22227236.000000 Penalty: 5978.858887
	Iteration 10F: 3 clusters Score -2.222724e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164713 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -22232070.000000 Penalty: 5978.858887
	Iteration 11Q: 3 clusters Score -2.223207e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168664 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -22234186.000000 Penalty: 5978.858887
	Iteration 12Q: 3 clusters Score -2.223419e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170429 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -22235072.000000 Penalty: 5978.858887
	Iteration 13Q: 3 clusters Score -2.223507e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171062 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -22235448.000000 Penalty: 5978.858887
	Iteration 14Q: 3 clusters Score -2.223545e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171286 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -22235586.000000 Penalty: 5978.858887
	Iteration 15Q: 3 clusters Score -2.223559e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171379 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -22235670.000000 Penalty: 5978.858887
	Iteration 16Q: 3 clusters Score -2.223567e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171413 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -22235712.000000 Penalty: 5978.858887
	Iteration 17Q: 3 clusters Score -2.223571e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171442 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -22235756.000000 Penalty: 5978.858887
	Iteration 18Q: 3 clusters Score -2.223576e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171462 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -22235782.000000 Penalty: 5978.858887
	Iteration 19Q: 3 clusters Score -2.223578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171471 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -22235804.000000 Penalty: 5978.858887
	Iteration 20F: 3 clusters Score -2.22358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171476 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -22235798.000000 Penalty: 5978.858887
	Iteration 21Q: 3 clusters Score -2.22358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171480 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -22235810.000000 Penalty: 5978.858887
	Iteration 22Q: 3 clusters Score -2.223581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171481 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -22235810.000000 Penalty: 5978.858887
	Iteration 23Q: 3 clusters Score -2.223581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171481 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -22235806.000000 Penalty: 5978.858887
	Iteration 24Q: 3 clusters Score -2.223581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171482 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -22235814.000000 Penalty: 5978.858887
	Iteration 25Q: 3 clusters Score -2.223581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171483 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -22235810.000000 Penalty: 5978.858887
	Iteration 26Q: 3 clusters Score -2.223581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171484 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -22235802.000000 Penalty: 5978.858887
	Iteration 27Q: 3 clusters Score -2.22358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171485 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -22235806.000000 Penalty: 5978.858887
	Iteration 28Q: 3 clusters Score -2.223581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171485 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -22235806.000000 Penalty: 5978.858887
	Iteration 29F: 3 clusters Score -2.223581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Entering Unmasked Estep 
Score: -1429822.750000 Penalty: 2326.072021
	Iteration 0F: 2 clusters Score -1429823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1420910.375000 Penalty: 4652.144043
	Iteration 0F: 3 clusters Score -1420910 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1423820.750000 Penalty: 4652.144043
	Iteration 1F: 3 clusters Score -1423821 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1424340.000000 Penalty: 4652.144043
	Iteration 2F: 3 clusters Score -1424340 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1424874.125000 Penalty: 4652.144043
	Iteration 3F: 3 clusters Score -1424874 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1425437.500000 Penalty: 4652.144043
	Iteration 4F: 3 clusters Score -1425438 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1425961.375000 Penalty: 4652.144043
	Iteration 5F: 3 clusters Score -1425961 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1426443.875000 Penalty: 4652.144043
	Iteration 6F: 3 clusters Score -1426444 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1426798.000000 Penalty: 4652.144043
	Iteration 7Q: 3 clusters Score -1426798 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1427059.375000 Penalty: 4652.144043
	Iteration 8Q: 3 clusters Score -1427059 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1427287.750000 Penalty: 4652.144043
	Iteration 9Q: 3 clusters Score -1427288 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1427506.375000 Penalty: 4652.144043
	Iteration 10Q: 3 clusters Score -1427506 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1427685.250000 Penalty: 4652.144043
	Iteration 11Q: 3 clusters Score -1427685 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1427802.750000 Penalty: 4652.144043
	Iteration 12Q: 3 clusters Score -1427803 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1427902.250000 Penalty: 4652.144043
	Iteration 13Q: 3 clusters Score -1427902 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1427984.875000 Penalty: 4652.144043
	Iteration 14Q: 3 clusters Score -1427985 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1428056.500000 Penalty: 4652.144043
	Iteration 15Q: 3 clusters Score -1428056 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1428109.000000 Penalty: 4652.144043
	Iteration 16Q: 3 clusters Score -1428109 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1428164.000000 Penalty: 4652.144043
	Iteration 17Q: 3 clusters Score -1428164 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1428210.875000 Penalty: 4652.144043
	Iteration 18Q: 3 clusters Score -1428211 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1428270.125000 Penalty: 4652.144043
	Iteration 19Q: 3 clusters Score -1428270 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1428323.000000 Penalty: 4652.144043
	Iteration 20F: 3 clusters Score -1428323 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1428373.125000 Penalty: 4652.144043
	Iteration 21Q: 3 clusters Score -1428373 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1428416.500000 Penalty: 4652.144043
	Iteration 22Q: 3 clusters Score -1428416 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1428454.250000 Penalty: 4652.144043
	Iteration 23Q: 3 clusters Score -1428454 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1428478.125000 Penalty: 4652.144043
	Iteration 24Q: 3 clusters Score -1428478 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1428496.500000 Penalty: 4652.144043
	Iteration 25Q: 3 clusters Score -1428496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1428504.875000 Penalty: 4652.144043
	Iteration 26Q: 3 clusters Score -1428505 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1428520.500000 Penalty: 4652.144043
	Iteration 27Q: 3 clusters Score -1428520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1428531.250000 Penalty: 4652.144043
	Iteration 28Q: 3 clusters Score -1428531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1428537.750000 Penalty: 4652.144043
	Iteration 29Q: 3 clusters Score -1428538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1428540.000000 Penalty: 4652.144043
	Iteration 30Q: 3 clusters Score -1428540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1428543.875000 Penalty: 4652.144043
	Iteration 31Q: 3 clusters Score -1428544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1428546.375000 Penalty: 4652.144043
	Iteration 32Q: 3 clusters Score -1428546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1428546.125000 Penalty: 4652.144043
	Iteration 33Q: 3 clusters Score -1428546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1428543.625000 Penalty: 4652.144043
	Iteration 34Q: 3 clusters Score -1428544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1428543.500000 Penalty: 4652.144043
	Iteration 35Q: 3 clusters Score -1428544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1428544.750000 Penalty: 4652.144043
	Iteration 36Q: 3 clusters Score -1428545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1428549.125000 Penalty: 4652.144043
	Iteration 37Q: 3 clusters Score -1428549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1428550.125000 Penalty: 4652.144043
	Iteration 38Q: 3 clusters Score -1428550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1428549.500000 Penalty: 4652.144043
	Iteration 39Q: 3 clusters Score -1428550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1428549.500000 Penalty: 4652.144043
	Iteration 40F: 3 clusters Score -1428550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (175935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175935 members 
Entering Unmasked Estep 
Score: -22559386.000000 Penalty: 2995.311523
	Iteration 0F: 2 clusters Score -2.255939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88091 members 
Mstep: Class 2 contains 87844 members 
Entering Unmasked Estep 
Score: -22442114.000000 Penalty: 5990.623047
	Iteration 0F: 3 clusters Score -2.244211e+07 nChanged 84265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89224 members 
Mstep: Class 2 contains 86711 members 
Entering Unmasked Estep 
Score: -22491154.000000 Penalty: 5990.623047
	Iteration 1F: 3 clusters Score -2.249115e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89858 members 
Mstep: Class 2 contains 86077 members 
Entering Unmasked Estep 
Score: -22491926.000000 Penalty: 5990.623047
	Iteration 2Q: 3 clusters Score -2.249193e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90779 members 
Mstep: Class 2 contains 85156 members 
Entering Unmasked Estep 
Score: -22493112.000000 Penalty: 5990.623047
	Iteration 3Q: 3 clusters Score -2.249311e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92153 members 
Mstep: Class 2 contains 83782 members 
Entering Unmasked Estep 
Score: -22494396.000000 Penalty: 5990.623047
	Iteration 4Q: 3 clusters Score -2.24944e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94266 members 
Mstep: Class 2 contains 81669 members 
Entering Unmasked Estep 
Score: -22496498.000000 Penalty: 5990.623047
	Iteration 5Q: 3 clusters Score -2.24965e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97333 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -22499276.000000 Penalty: 5990.623047
	Iteration 6Q: 3 clusters Score -2.249928e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -22503062.000000 Penalty: 5990.623047
	Iteration 7Q: 3 clusters Score -2.250306e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107747 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -22508152.000000 Penalty: 5990.623047
	Iteration 8F: 3 clusters Score -2.250815e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114662 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -22514348.000000 Penalty: 5990.623047
	Iteration 9F: 3 clusters Score -2.251435e+07 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121921 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -22521084.000000 Penalty: 5990.623047
	Iteration 10F: 3 clusters Score -2.252108e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128545 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -22527314.000000 Penalty: 5990.623047
	Iteration 11F: 3 clusters Score -2.252731e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134050 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -22531858.000000 Penalty: 5990.623047
	Iteration 12Q: 3 clusters Score -2.253186e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138573 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -22534872.000000 Penalty: 5990.623047
	Iteration 13Q: 3 clusters Score -2.253487e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142636 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -22537264.000000 Penalty: 5990.623047
	Iteration 14Q: 3 clusters Score -2.253726e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146561 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -22539266.000000 Penalty: 5990.623047
	Iteration 15Q: 3 clusters Score -2.253927e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150562 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -22541394.000000 Penalty: 5990.623047
	Iteration 16Q: 3 clusters Score -2.254139e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154439 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -22543730.000000 Penalty: 5990.623047
	Iteration 17Q: 3 clusters Score -2.254373e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158126 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -22545914.000000 Penalty: 5990.623047
	Iteration 18Q: 3 clusters Score -2.254591e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161621 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -22548236.000000 Penalty: 5990.623047
	Iteration 19Q: 3 clusters Score -2.254824e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164748 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -22550264.000000 Penalty: 5990.623047
	Iteration 20F: 3 clusters Score -2.255026e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167575 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -22552392.000000 Penalty: 5990.623047
	Iteration 21Q: 3 clusters Score -2.255239e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169954 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -22554118.000000 Penalty: 5990.623047
	Iteration 22Q: 3 clusters Score -2.255412e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171791 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -22555632.000000 Penalty: 5990.623047
	Iteration 23Q: 3 clusters Score -2.255563e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172987 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -22556620.000000 Penalty: 5990.623047
	Iteration 24Q: 3 clusters Score -2.255662e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173676 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -22557328.000000 Penalty: 5990.623047
	Iteration 25Q: 3 clusters Score -2.255733e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174029 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -22557724.000000 Penalty: 5990.623047
	Iteration 26Q: 3 clusters Score -2.255772e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174177 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -22557964.000000 Penalty: 5990.623047
	Iteration 27Q: 3 clusters Score -2.255796e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174274 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -22558092.000000 Penalty: 5990.623047
	Iteration 28Q: 3 clusters Score -2.255809e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174318 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -22558168.000000 Penalty: 5990.623047
	Iteration 29Q: 3 clusters Score -2.255817e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174337 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -22558232.000000 Penalty: 5990.623047
	Iteration 30Q: 3 clusters Score -2.255823e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174339 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -22558274.000000 Penalty: 5990.623047
	Iteration 31Q: 3 clusters Score -2.255827e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174336 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -22558280.000000 Penalty: 5990.623047
	Iteration 32Q: 3 clusters Score -2.255828e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174341 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -22558320.000000 Penalty: 5990.623047
	Iteration 33Q: 3 clusters Score -2.255832e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174338 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -22558332.000000 Penalty: 5990.623047
	Iteration 34Q: 3 clusters Score -2.255833e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174328 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -22558316.000000 Penalty: 5990.623047
	Iteration 35Q: 3 clusters Score -2.255832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174324 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -22558324.000000 Penalty: 5990.623047
	Iteration 36Q: 3 clusters Score -2.255832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174323 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -22558324.000000 Penalty: 5990.623047
	Iteration 37Q: 3 clusters Score -2.255832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174324 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -22558322.000000 Penalty: 5990.623047
	Iteration 38Q: 3 clusters Score -2.255832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174324 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -22558314.000000 Penalty: 5990.623047
	Iteration 39Q: 3 clusters Score -2.255831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174323 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -22558328.000000 Penalty: 5990.623047
	Iteration 40F: 3 clusters Score -2.255833e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174302 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -22558358.000000 Penalty: 5990.623047
	Iteration 41Q: 3 clusters Score -2.255836e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174289 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -22558336.000000 Penalty: 5990.623047
	Iteration 42Q: 3 clusters Score -2.255834e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174274 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -22558330.000000 Penalty: 5990.623047
	Iteration 43Q: 3 clusters Score -2.255833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174268 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -22558338.000000 Penalty: 5990.623047
	Iteration 44Q: 3 clusters Score -2.255834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174267 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -22558340.000000 Penalty: 5990.623047
	Iteration 45Q: 3 clusters Score -2.255834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174268 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -22558344.000000 Penalty: 5990.623047
	Iteration 46Q: 3 clusters Score -2.255834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174268 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -22558342.000000 Penalty: 5990.623047
	Iteration 47Q: 3 clusters Score -2.255834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174267 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -22558344.000000 Penalty: 5990.623047
	Iteration 48Q: 3 clusters Score -2.255834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174268 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -22558354.000000 Penalty: 5990.623047
	Iteration 49Q: 3 clusters Score -2.255835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174270 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -22558348.000000 Penalty: 5990.623047
	Iteration 50Q: 3 clusters Score -2.255835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174270 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -22558352.000000 Penalty: 5990.623047
	Iteration 51Q: 3 clusters Score -2.255835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174270 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -22558352.000000 Penalty: 5990.623047
	Iteration 52F: 3 clusters Score -2.255835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65352 members 
Entering Unmasked Estep 
Score: -8343917.500000 Penalty: 2749.710693
	Iteration 0F: 2 clusters Score -8343918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -8300027.000000 Penalty: 5499.421387
	Iteration 0F: 3 clusters Score -8300027 nChanged 30657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -8317372.000000 Penalty: 5499.421387
	Iteration 1F: 3 clusters Score -8317372 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -8318223.000000 Penalty: 5499.421387
	Iteration 2Q: 3 clusters Score -8318223 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -8319232.000000 Penalty: 5499.421387
	Iteration 3Q: 3 clusters Score -8319232 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -8320729.500000 Penalty: 5499.421387
	Iteration 4Q: 3 clusters Score -8320730 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -8323257.500000 Penalty: 5499.421387
	Iteration 5F: 3 clusters Score -8323258 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -8327107.500000 Penalty: 5499.421387
	Iteration 6F: 3 clusters Score -8327108 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
Score: -8331902.000000 Penalty: 5499.421387
	Iteration 7F: 3 clusters Score -8331902 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -8336339.000000 Penalty: 5499.421387
	Iteration 8F: 3 clusters Score -8336339 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -8339195.500000 Penalty: 5499.421387
	Iteration 9Q: 3 clusters Score -8339196 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 63824 members 
Entering Unmasked Estep 
Score: -8340502.500000 Penalty: 5499.421387
	Iteration 10Q: 3 clusters Score -8340502 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -8341017.500000 Penalty: 5499.421387
	Iteration 11Q: 3 clusters Score -8341018 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 64697 members 
Entering Unmasked Estep 
Score: -8341265.500000 Penalty: 5499.421387
	Iteration 12Q: 3 clusters Score -8341266 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 64822 members 
Entering Unmasked Estep 
Score: -8341390.500000 Penalty: 5499.421387
	Iteration 13Q: 3 clusters Score -8341390 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -8341461.000000 Penalty: 5499.421387
	Iteration 14Q: 3 clusters Score -8341461 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 64919 members 
Entering Unmasked Estep 
Score: -8341520.500000 Penalty: 5499.421387
	Iteration 15Q: 3 clusters Score -8341520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 64936 members 
Entering Unmasked Estep 
Score: -8341530.000000 Penalty: 5499.421387
	Iteration 16Q: 3 clusters Score -8341530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -8341549.000000 Penalty: 5499.421387
	Iteration 17Q: 3 clusters Score -8341549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 64956 members 
Entering Unmasked Estep 
Score: -8341558.500000 Penalty: 5499.421387
	Iteration 18Q: 3 clusters Score -8341558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 64958 members 
Entering Unmasked Estep 
Score: -8341559.500000 Penalty: 5499.421387
	Iteration 19Q: 3 clusters Score -8341560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -8341559.500000 Penalty: 5499.421387
	Iteration 20F: 3 clusters Score -8341560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -8341564.000000 Penalty: 5499.421387
	Iteration 21Q: 3 clusters Score -8341564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 64965 members 
Entering Unmasked Estep 
Score: -8341571.000000 Penalty: 5499.421387
	Iteration 22Q: 3 clusters Score -8341571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -8341576.500000 Penalty: 5499.421387
	Iteration 23Q: 3 clusters Score -8341576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -8341579.500000 Penalty: 5499.421387
	Iteration 24Q: 3 clusters Score -8341580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -8341579.500000 Penalty: 5499.421387
	Iteration 25F: 3 clusters Score -8341580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Entering Unmasked Estep 
Score: -147038.687500 Penalty: 1766.670898
	Iteration 0F: 2 clusters Score -147038.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -144920.250000 Penalty: 3533.341797
	Iteration 0F: 3 clusters Score -144920.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -145274.765625 Penalty: 3533.341797
	Iteration 1F: 3 clusters Score -145274.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -145425.000000 Penalty: 3533.341797
	Iteration 2F: 3 clusters Score -145425 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -145665.828125 Penalty: 3533.341797
	Iteration 3F: 3 clusters Score -145665.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -146240.593750 Penalty: 3533.341797
	Iteration 4F: 3 clusters Score -146240.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -147084.234375 Penalty: 3533.341797
	Iteration 5F: 3 clusters Score -147084.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -147656.390625 Penalty: 3533.341797
	Iteration 6F: 3 clusters Score -147656.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -147822.750000 Penalty: 3533.341797
	Iteration 7Q: 3 clusters Score -147822.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -147893.687500 Penalty: 3533.341797
	Iteration 8Q: 3 clusters Score -147893.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -147918.203125 Penalty: 3533.341797
	Iteration 9Q: 3 clusters Score -147918.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -147924.515625 Penalty: 3533.341797
	Iteration 10Q: 3 clusters Score -147924.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -147930.656250 Penalty: 3533.341797
	Iteration 11Q: 3 clusters Score -147930.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -147934.890625 Penalty: 3533.341797
	Iteration 12Q: 3 clusters Score -147934.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -147971.609375 Penalty: 3533.341797
	Iteration 13Q: 3 clusters Score -147971.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -147973.531250 Penalty: 3533.341797
	Iteration 14Q: 3 clusters Score -147973.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -147973.531250 Penalty: 3533.341797
	Iteration 15F: 3 clusters Score -147973.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 16592 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7379 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16215 members 
Mstep: Class 10 contains 171811 members 
Mstep: Class 11 contains 11841 members 
Mstep: Class 12 contains 175935 members 
Mstep: Class 13 contains 65352 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7512 members 
Mstep: Class 17 contains 131292 members 
Mstep: Class 18 contains 98591 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89353 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5073 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24840 members 
Mstep: Class 27 contains 47861 members 
Mstep: Class 28 contains 18468 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8787 members 
Mstep: Class 32 contains 78288 members 
Mstep: Class 33 contains 20731 members 
Mstep: Class 34 contains 11489 members 
Mstep: Class 35 contains 8149 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10309 members 
Mstep: Class 38 contains 9917 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
Score: -150948832.000000 Penalty: 149390.437500
Splitting cluster 14 changes total score from -150949728.000000 to -150948832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -365588.375000 Penalty: 1967.848145
	Iteration 0F: 2 clusters Score -365588.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -362464.312500 Penalty: 3935.696289
	Iteration 0F: 3 clusters Score -362464.3 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -363093.875000 Penalty: 3935.696289
	Iteration 1F: 3 clusters Score -363093.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -363227.750000 Penalty: 3935.696289
	Iteration 2F: 3 clusters Score -363227.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -363314.125000 Penalty: 3935.696289
	Iteration 3Q: 3 clusters Score -363314.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -363354.437500 Penalty: 3935.696289
	Iteration 4Q: 3 clusters Score -363354.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -363374.093750 Penalty: 3935.696289
	Iteration 5Q: 3 clusters Score -363374.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -363392.687500 Penalty: 3935.696289
	Iteration 6Q: 3 clusters Score -363392.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -363407.468750 Penalty: 3935.696289
	Iteration 7Q: 3 clusters Score -363407.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -363417.531250 Penalty: 3935.696289
	Iteration 8Q: 3 clusters Score -363417.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -363426.406250 Penalty: 3935.696289
	Iteration 9Q: 3 clusters Score -363426.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -363432.093750 Penalty: 3935.696289
	Iteration 10Q: 3 clusters Score -363432.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -363435.625000 Penalty: 3935.696289
	Iteration 11Q: 3 clusters Score -363435.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -363437.656250 Penalty: 3935.696289
	Iteration 12Q: 3 clusters Score -363437.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -363442.343750 Penalty: 3935.696289
	Iteration 13Q: 3 clusters Score -363442.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -363447.750000 Penalty: 3935.696289
	Iteration 14Q: 3 clusters Score -363447.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -363450.906250 Penalty: 3935.696289
	Iteration 15Q: 3 clusters Score -363450.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -363454.468750 Penalty: 3935.696289
	Iteration 16Q: 3 clusters Score -363454.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -363455.093750 Penalty: 3935.696289
	Iteration 17Q: 3 clusters Score -363455.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -363456.000000 Penalty: 3935.696289
	Iteration 18Q: 3 clusters Score -363456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -363456.000000 Penalty: 3935.696289
	Iteration 19F: 3 clusters Score -363456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Entering Unmasked Estep 
Score: -831341.812500 Penalty: 2213.215820
	Iteration 0F: 2 clusters Score -831341.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -825295.937500 Penalty: 4426.431641
	Iteration 0F: 3 clusters Score -825295.9 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -827253.625000 Penalty: 4426.431641
	Iteration 1F: 3 clusters Score -827253.6 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -828031.187500 Penalty: 4426.431641
	Iteration 2F: 3 clusters Score -828031.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -828670.750000 Penalty: 4426.431641
	Iteration 3F: 3 clusters Score -828670.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -829103.375000 Penalty: 4426.431641
	Iteration 4F: 3 clusters Score -829103.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -829379.625000 Penalty: 4426.431641
	Iteration 5F: 3 clusters Score -829379.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -829559.625000 Penalty: 4426.431641
	Iteration 6Q: 3 clusters Score -829559.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -829682.250000 Penalty: 4426.431641
	Iteration 7Q: 3 clusters Score -829682.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -829783.125000 Penalty: 4426.431641
	Iteration 8Q: 3 clusters Score -829783.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -829853.687500 Penalty: 4426.431641
	Iteration 9Q: 3 clusters Score -829853.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -829898.000000 Penalty: 4426.431641
	Iteration 10Q: 3 clusters Score -829898 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -829927.562500 Penalty: 4426.431641
	Iteration 11Q: 3 clusters Score -829927.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -829953.875000 Penalty: 4426.431641
	Iteration 12Q: 3 clusters Score -829953.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -829976.625000 Penalty: 4426.431641
	Iteration 13Q: 3 clusters Score -829976.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -829997.625000 Penalty: 4426.431641
	Iteration 14Q: 3 clusters Score -829997.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -830007.437500 Penalty: 4426.431641
	Iteration 15Q: 3 clusters Score -830007.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -830020.875000 Penalty: 4426.431641
	Iteration 16Q: 3 clusters Score -830020.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -830031.125000 Penalty: 4426.431641
	Iteration 17Q: 3 clusters Score -830031.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -830045.437500 Penalty: 4426.431641
	Iteration 18Q: 3 clusters Score -830045.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -830060.125000 Penalty: 4426.431641
	Iteration 19Q: 3 clusters Score -830060.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -830075.312500 Penalty: 4426.431641
	Iteration 20F: 3 clusters Score -830075.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -830090.500000 Penalty: 4426.431641
	Iteration 21Q: 3 clusters Score -830090.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -830105.937500 Penalty: 4426.431641
	Iteration 22Q: 3 clusters Score -830105.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -830123.750000 Penalty: 4426.431641
	Iteration 23Q: 3 clusters Score -830123.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -830140.312500 Penalty: 4426.431641
	Iteration 24Q: 3 clusters Score -830140.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -830154.562500 Penalty: 4426.431641
	Iteration 25Q: 3 clusters Score -830154.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -830172.000000 Penalty: 4426.431641
	Iteration 26Q: 3 clusters Score -830172 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -830186.562500 Penalty: 4426.431641
	Iteration 27Q: 3 clusters Score -830186.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -830206.187500 Penalty: 4426.431641
	Iteration 28Q: 3 clusters Score -830206.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -830231.000000 Penalty: 4426.431641
	Iteration 29Q: 3 clusters Score -830231 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -830246.500000 Penalty: 4426.431641
	Iteration 30Q: 3 clusters Score -830246.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -830262.687500 Penalty: 4426.431641
	Iteration 31Q: 3 clusters Score -830262.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -830288.687500 Penalty: 4426.431641
	Iteration 32Q: 3 clusters Score -830288.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -830302.000000 Penalty: 4426.431641
	Iteration 33Q: 3 clusters Score -830302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -830321.250000 Penalty: 4426.431641
	Iteration 34Q: 3 clusters Score -830321.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -830338.375000 Penalty: 4426.431641
	Iteration 35Q: 3 clusters Score -830338.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -830356.125000 Penalty: 4426.431641
	Iteration 36Q: 3 clusters Score -830356.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -830398.062500 Penalty: 4426.431641
	Iteration 37Q: 3 clusters Score -830398.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -830454.625000 Penalty: 4426.431641
	Iteration 38Q: 3 clusters Score -830454.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -830526.875000 Penalty: 4426.431641
	Iteration 39Q: 3 clusters Score -830526.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -830602.812500 Penalty: 4426.431641
	Iteration 40F: 3 clusters Score -830602.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -830654.000000 Penalty: 4426.431641
	Iteration 41Q: 3 clusters Score -830654 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -830694.250000 Penalty: 4426.431641
	Iteration 42Q: 3 clusters Score -830694.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -830732.812500 Penalty: 4426.431641
	Iteration 43Q: 3 clusters Score -830732.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -830784.375000 Penalty: 4426.431641
	Iteration 44Q: 3 clusters Score -830784.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -830861.625000 Penalty: 4426.431641
	Iteration 45Q: 3 clusters Score -830861.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -830956.937500 Penalty: 4426.431641
	Iteration 46Q: 3 clusters Score -830956.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -831034.562500 Penalty: 4426.431641
	Iteration 47Q: 3 clusters Score -831034.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -831076.562500 Penalty: 4426.431641
	Iteration 48Q: 3 clusters Score -831076.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -831107.812500 Penalty: 4426.431641
	Iteration 49Q: 3 clusters Score -831107.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -831125.062500 Penalty: 4426.431641
	Iteration 50Q: 3 clusters Score -831125.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -831139.062500 Penalty: 4426.431641
	Iteration 51Q: 3 clusters Score -831139.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -831146.312500 Penalty: 4426.431641
	Iteration 52Q: 3 clusters Score -831146.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -831150.375000 Penalty: 4426.431641
	Iteration 53Q: 3 clusters Score -831150.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -831154.187500 Penalty: 4426.431641
	Iteration 54Q: 3 clusters Score -831154.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -831154.187500 Penalty: 4426.431641
	Iteration 55Q: 3 clusters Score -831154.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -831156.312500 Penalty: 4426.431641
	Iteration 56Q: 3 clusters Score -831156.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -831154.250000 Penalty: 4426.431641
	Iteration 57Q: 3 clusters Score -831154.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -831156.187500 Penalty: 4426.431641
	Iteration 58Q: 3 clusters Score -831156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -831156.187500 Penalty: 4426.431641
	Iteration 59F: 3 clusters Score -831156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (131292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131292 members 
Entering Unmasked Estep 
Score: -16885216.000000 Penalty: 2922.724365
	Iteration 0F: 2 clusters Score -1.688522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65686 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -16797766.000000 Penalty: 5845.448730
	Iteration 0F: 3 clusters Score -1.679777e+07 nChanged 62742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65334 members 
Mstep: Class 2 contains 65958 members 
Entering Unmasked Estep 
Score: -16835128.000000 Penalty: 5845.448730
	Iteration 1F: 3 clusters Score -1.683513e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64575 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -16837746.000000 Penalty: 5845.448730
	Iteration 2Q: 3 clusters Score -1.683775e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -16841650.000000 Penalty: 5845.448730
	Iteration 3F: 3 clusters Score -1.684165e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -16847026.000000 Penalty: 5845.448730
	Iteration 4F: 3 clusters Score -1.684703e+07 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 69715 members 
Entering Unmasked Estep 
Score: -16852624.000000 Penalty: 5845.448730
	Iteration 5F: 3 clusters Score -1.685262e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61546 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
Score: -16857594.000000 Penalty: 5845.448730
	Iteration 6F: 3 clusters Score -1.685759e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62285 members 
Mstep: Class 2 contains 69007 members 
Entering Unmasked Estep 
Score: -16861648.000000 Penalty: 5845.448730
	Iteration 7F: 3 clusters Score -1.686165e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 67458 members 
Entering Unmasked Estep 
Score: -16865562.000000 Penalty: 5845.448730
	Iteration 8F: 3 clusters Score -1.686556e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 65597 members 
Entering Unmasked Estep 
Score: -16869768.000000 Penalty: 5845.448730
	Iteration 9Q: 3 clusters Score -1.686977e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67399 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -16872968.000000 Penalty: 5845.448730
	Iteration 10Q: 3 clusters Score -1.687297e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 62722 members 
Entering Unmasked Estep 
Score: -16874808.000000 Penalty: 5845.448730
	Iteration 11Q: 3 clusters Score -1.687481e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69253 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -16875674.000000 Penalty: 5845.448730
	Iteration 12Q: 3 clusters Score -1.687567e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69607 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -16876206.000000 Penalty: 5845.448730
	Iteration 13Q: 3 clusters Score -1.687621e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -16876490.000000 Penalty: 5845.448730
	Iteration 14Q: 3 clusters Score -1.687649e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69735 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -16876614.000000 Penalty: 5845.448730
	Iteration 15Q: 3 clusters Score -1.687661e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 61679 members 
Entering Unmasked Estep 
Score: -16876720.000000 Penalty: 5845.448730
	Iteration 16Q: 3 clusters Score -1.687672e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69398 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -16876698.000000 Penalty: 5845.448730
	Iteration 17Q: 3 clusters Score -1.68767e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -16876828.000000 Penalty: 5845.448730
	Iteration 18Q: 3 clusters Score -1.687683e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -16876892.000000 Penalty: 5845.448730
	Iteration 19Q: 3 clusters Score -1.687689e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68165 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -16876948.000000 Penalty: 5845.448730
	Iteration 20F: 3 clusters Score -1.687695e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -16876998.000000 Penalty: 5845.448730
	Iteration 21Q: 3 clusters Score -1.6877e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -16877130.000000 Penalty: 5845.448730
	Iteration 22Q: 3 clusters Score -1.687713e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66135 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -16877340.000000 Penalty: 5845.448730
	Iteration 23Q: 3 clusters Score -1.687734e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -16877486.000000 Penalty: 5845.448730
	Iteration 24Q: 3 clusters Score -1.687749e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -16877686.000000 Penalty: 5845.448730
	Iteration 25Q: 3 clusters Score -1.687769e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 68111 members 
Entering Unmasked Estep 
Score: -16877962.000000 Penalty: 5845.448730
	Iteration 26Q: 3 clusters Score -1.687796e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 69315 members 
Entering Unmasked Estep 
Score: -16878252.000000 Penalty: 5845.448730
	Iteration 27Q: 3 clusters Score -1.687825e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 70599 members 
Entering Unmasked Estep 
Score: -16878610.000000 Penalty: 5845.448730
	Iteration 28Q: 3 clusters Score -1.687861e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
Score: -16879078.000000 Penalty: 5845.448730
	Iteration 29Q: 3 clusters Score -1.687908e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -16879646.000000 Penalty: 5845.448730
	Iteration 30Q: 3 clusters Score -1.687965e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 75047 members 
Entering Unmasked Estep 
Score: -16880258.000000 Penalty: 5845.448730
	Iteration 31Q: 3 clusters Score -1.688026e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 76672 members 
Entering Unmasked Estep 
Score: -16880874.000000 Penalty: 5845.448730
	Iteration 32Q: 3 clusters Score -1.688087e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -16881568.000000 Penalty: 5845.448730
	Iteration 33Q: 3 clusters Score -1.688157e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 79915 members 
Entering Unmasked Estep 
Score: -16882224.000000 Penalty: 5845.448730
	Iteration 34Q: 3 clusters Score -1.688222e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 81481 members 
Entering Unmasked Estep 
Score: -16882934.000000 Penalty: 5845.448730
	Iteration 35Q: 3 clusters Score -1.688293e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 82965 members 
Entering Unmasked Estep 
Score: -16883450.000000 Penalty: 5845.448730
	Iteration 36Q: 3 clusters Score -1.688345e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 84254 members 
Entering Unmasked Estep 
Score: -16883894.000000 Penalty: 5845.448730
	Iteration 37Q: 3 clusters Score -1.688389e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 85291 members 
Entering Unmasked Estep 
Score: -16884112.000000 Penalty: 5845.448730
	Iteration 38Q: 3 clusters Score -1.688411e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 86135 members 
Entering Unmasked Estep 
Score: -16884252.000000 Penalty: 5845.448730
	Iteration 39Q: 3 clusters Score -1.688425e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -16884422.000000 Penalty: 5845.448730
	Iteration 40F: 3 clusters Score -1.688442e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 87548 members 
Entering Unmasked Estep 
Score: -16884540.000000 Penalty: 5845.448730
	Iteration 41Q: 3 clusters Score -1.688454e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 88114 members 
Entering Unmasked Estep 
Score: -16884604.000000 Penalty: 5845.448730
	Iteration 42Q: 3 clusters Score -1.68846e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 88576 members 
Entering Unmasked Estep 
Score: -16884656.000000 Penalty: 5845.448730
	Iteration 43Q: 3 clusters Score -1.688466e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 88975 members 
Entering Unmasked Estep 
Score: -16884722.000000 Penalty: 5845.448730
	Iteration 44Q: 3 clusters Score -1.688472e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 89354 members 
Entering Unmasked Estep 
Score: -16884742.000000 Penalty: 5845.448730
	Iteration 45Q: 3 clusters Score -1.688474e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 89679 members 
Entering Unmasked Estep 
Score: -16884786.000000 Penalty: 5845.448730
	Iteration 46Q: 3 clusters Score -1.688479e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 89952 members 
Entering Unmasked Estep 
Score: -16884770.000000 Penalty: 5845.448730
	Iteration 47Q: 3 clusters Score -1.688477e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -16884784.000000 Penalty: 5845.448730
	Iteration 48Q: 3 clusters Score -1.688478e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 90392 members 
Entering Unmasked Estep 
Score: -16884824.000000 Penalty: 5845.448730
	Iteration 49Q: 3 clusters Score -1.688482e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 90565 members 
Entering Unmasked Estep 
Score: -16884838.000000 Penalty: 5845.448730
	Iteration 50Q: 3 clusters Score -1.688484e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 90707 members 
Entering Unmasked Estep 
Score: -16884858.000000 Penalty: 5845.448730
	Iteration 51Q: 3 clusters Score -1.688486e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 90850 members 
Entering Unmasked Estep 
Score: -16884890.000000 Penalty: 5845.448730
	Iteration 52Q: 3 clusters Score -1.688489e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 90975 members 
Entering Unmasked Estep 
Score: -16884924.000000 Penalty: 5845.448730
	Iteration 53Q: 3 clusters Score -1.688492e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -16884912.000000 Penalty: 5845.448730
	Iteration 54Q: 3 clusters Score -1.688491e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 91173 members 
Entering Unmasked Estep 
Score: -16884908.000000 Penalty: 5845.448730
	Iteration 55Q: 3 clusters Score -1.688491e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 91270 members 
Entering Unmasked Estep 
Score: -16884920.000000 Penalty: 5845.448730
	Iteration 56Q: 3 clusters Score -1.688492e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 91356 members 
Entering Unmasked Estep 
Score: -16884932.000000 Penalty: 5845.448730
	Iteration 57Q: 3 clusters Score -1.688493e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 91433 members 
Entering Unmasked Estep 
Score: -16884936.000000 Penalty: 5845.448730
	Iteration 58Q: 3 clusters Score -1.688494e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 91498 members 
Entering Unmasked Estep 
Score: -16884930.000000 Penalty: 5845.448730
	Iteration 59Q: 3 clusters Score -1.688493e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 91554 members 
Entering Unmasked Estep 
Score: -16884940.000000 Penalty: 5845.448730
	Iteration 60F: 3 clusters Score -1.688494e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 91598 members 
Entering Unmasked Estep 
Score: -16884920.000000 Penalty: 5845.448730
	Iteration 61Q: 3 clusters Score -1.688492e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 91648 members 
Entering Unmasked Estep 
Score: -16884924.000000 Penalty: 5845.448730
	Iteration 62Q: 3 clusters Score -1.688492e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 91687 members 
Entering Unmasked Estep 
Score: -16884902.000000 Penalty: 5845.448730
	Iteration 63Q: 3 clusters Score -1.68849e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 91722 members 
Entering Unmasked Estep 
Score: -16884922.000000 Penalty: 5845.448730
	Iteration 64Q: 3 clusters Score -1.688492e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 91753 members 
Entering Unmasked Estep 
Score: -16884894.000000 Penalty: 5845.448730
	Iteration 65Q: 3 clusters Score -1.688489e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 91782 members 
Entering Unmasked Estep 
Score: -16884906.000000 Penalty: 5845.448730
	Iteration 66Q: 3 clusters Score -1.688491e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 91807 members 
Entering Unmasked Estep 
Score: -16884918.000000 Penalty: 5845.448730
	Iteration 67Q: 3 clusters Score -1.688492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 91828 members 
Entering Unmasked Estep 
Score: -16884926.000000 Penalty: 5845.448730
	Iteration 68Q: 3 clusters Score -1.688493e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 91845 members 
Entering Unmasked Estep 
Score: -16884930.000000 Penalty: 5845.448730
	Iteration 69Q: 3 clusters Score -1.688493e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 91862 members 
Entering Unmasked Estep 
Score: -16884932.000000 Penalty: 5845.448730
	Iteration 70Q: 3 clusters Score -1.688493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 91871 members 
Entering Unmasked Estep 
Score: -16884914.000000 Penalty: 5845.448730
	Iteration 71Q: 3 clusters Score -1.688491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 91878 members 
Entering Unmasked Estep 
Score: -16884920.000000 Penalty: 5845.448730
	Iteration 72Q: 3 clusters Score -1.688492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 91878 members 
Entering Unmasked Estep 
Score: -16884920.000000 Penalty: 5845.448730
	Iteration 73F: 3 clusters Score -1.688492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (98591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98591 members 
Entering Unmasked Estep 
Score: -12782154.000000 Penalty: 2851.686279
	Iteration 0F: 2 clusters Score -1.278215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -12716376.000000 Penalty: 5703.372559
	Iteration 0F: 3 clusters Score -1.271638e+07 nChanged 46562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -12742971.000000 Penalty: 5703.372559
	Iteration 1F: 3 clusters Score -1.274297e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 51487 members 
Entering Unmasked Estep 
Score: -12743945.000000 Penalty: 5703.372559
	Iteration 2Q: 3 clusters Score -1.274394e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -12745417.000000 Penalty: 5703.372559
	Iteration 3Q: 3 clusters Score -1.274542e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -12747427.000000 Penalty: 5703.372559
	Iteration 4Q: 3 clusters Score -1.274743e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 58188 members 
Entering Unmasked Estep 
Score: -12750051.000000 Penalty: 5703.372559
	Iteration 5F: 3 clusters Score -1.275005e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 62068 members 
Entering Unmasked Estep 
Score: -12753413.000000 Penalty: 5703.372559
	Iteration 6F: 3 clusters Score -1.275341e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -12756638.000000 Penalty: 5703.372559
	Iteration 7F: 3 clusters Score -1.275664e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 70922 members 
Entering Unmasked Estep 
Score: -12759771.000000 Penalty: 5703.372559
	Iteration 8F: 3 clusters Score -1.275977e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 75404 members 
Entering Unmasked Estep 
Score: -12762521.000000 Penalty: 5703.372559
	Iteration 9F: 3 clusters Score -1.276252e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 79891 members 
Entering Unmasked Estep 
Score: -12765305.000000 Penalty: 5703.372559
	Iteration 10Q: 3 clusters Score -1.27653e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 84408 members 
Entering Unmasked Estep 
Score: -12768362.000000 Penalty: 5703.372559
	Iteration 11Q: 3 clusters Score -1.276836e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 88768 members 
Entering Unmasked Estep 
Score: -12771850.000000 Penalty: 5703.372559
	Iteration 12Q: 3 clusters Score -1.277185e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 92545 members 
Entering Unmasked Estep 
Score: -12775080.000000 Penalty: 5703.372559
	Iteration 13Q: 3 clusters Score -1.277508e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -12777364.000000 Penalty: 5703.372559
	Iteration 14Q: 3 clusters Score -1.277736e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 96707 members 
Entering Unmasked Estep 
Score: -12778677.000000 Penalty: 5703.372559
	Iteration 15Q: 3 clusters Score -1.277868e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 97450 members 
Entering Unmasked Estep 
Score: -12779237.000000 Penalty: 5703.372559
	Iteration 16Q: 3 clusters Score -1.277924e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 97785 members 
Entering Unmasked Estep 
Score: -12779533.000000 Penalty: 5703.372559
	Iteration 17Q: 3 clusters Score -1.277953e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 97942 members 
Entering Unmasked Estep 
Score: -12779651.000000 Penalty: 5703.372559
	Iteration 18Q: 3 clusters Score -1.277965e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 98014 members 
Entering Unmasked Estep 
Score: -12779704.000000 Penalty: 5703.372559
	Iteration 19Q: 3 clusters Score -1.27797e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 98051 members 
Entering Unmasked Estep 
Score: -12779731.000000 Penalty: 5703.372559
	Iteration 20F: 3 clusters Score -1.277973e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 98074 members 
Entering Unmasked Estep 
Score: -12779763.000000 Penalty: 5703.372559
	Iteration 21Q: 3 clusters Score -1.277976e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 98096 members 
Entering Unmasked Estep 
Score: -12779782.000000 Penalty: 5703.372559
	Iteration 22Q: 3 clusters Score -1.277978e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 98113 members 
Entering Unmasked Estep 
Score: -12779806.000000 Penalty: 5703.372559
	Iteration 23Q: 3 clusters Score -1.277981e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 98123 members 
Entering Unmasked Estep 
Score: -12779814.000000 Penalty: 5703.372559
	Iteration 24Q: 3 clusters Score -1.277981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 98129 members 
Entering Unmasked Estep 
Score: -12779813.000000 Penalty: 5703.372559
	Iteration 25Q: 3 clusters Score -1.277981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 98135 members 
Entering Unmasked Estep 
Score: -12779819.000000 Penalty: 5703.372559
	Iteration 26Q: 3 clusters Score -1.277982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 98135 members 
Entering Unmasked Estep 
Score: -12779817.000000 Penalty: 5703.372559
	Iteration 27Q: 3 clusters Score -1.277982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 98140 members 
Entering Unmasked Estep 
Score: -12779825.000000 Penalty: 5703.372559
	Iteration 28Q: 3 clusters Score -1.277982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 98141 members 
Entering Unmasked Estep 
Score: -12779827.000000 Penalty: 5703.372559
	Iteration 29Q: 3 clusters Score -1.277983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 98142 members 
Entering Unmasked Estep 
Score: -12779831.000000 Penalty: 5703.372559
	Iteration 30Q: 3 clusters Score -1.277983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 98143 members 
Entering Unmasked Estep 
Score: -12779827.000000 Penalty: 5703.372559
	Iteration 31Q: 3 clusters Score -1.277983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 98143 members 
Entering Unmasked Estep 
Score: -12779827.000000 Penalty: 5703.372559
	Iteration 32F: 3 clusters Score -1.277983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Entering Unmasked Estep 
Score: -1923862.500000 Penalty: 2389.598389
	Iteration 0F: 2 clusters Score -1923862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1912768.250000 Penalty: 4779.196777
	Iteration 0F: 3 clusters Score -1912768 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1916362.875000 Penalty: 4779.196777
	Iteration 1F: 3 clusters Score -1916363 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1916815.500000 Penalty: 4779.196777
	Iteration 2F: 3 clusters Score -1916816 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1917345.750000 Penalty: 4779.196777
	Iteration 3F: 3 clusters Score -1917346 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1917962.125000 Penalty: 4779.196777
	Iteration 4F: 3 clusters Score -1917962 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1918524.000000 Penalty: 4779.196777
	Iteration 5F: 3 clusters Score -1918524 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1919072.125000 Penalty: 4779.196777
	Iteration 6F: 3 clusters Score -1919072 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1919582.000000 Penalty: 4779.196777
	Iteration 7F: 3 clusters Score -1919582 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1920028.125000 Penalty: 4779.196777
	Iteration 8Q: 3 clusters Score -1920028 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1920355.250000 Penalty: 4779.196777
	Iteration 9Q: 3 clusters Score -1920355 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1920583.625000 Penalty: 4779.196777
	Iteration 10Q: 3 clusters Score -1920584 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1920731.875000 Penalty: 4779.196777
	Iteration 11Q: 3 clusters Score -1920732 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1920837.625000 Penalty: 4779.196777
	Iteration 12Q: 3 clusters Score -1920838 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1920934.500000 Penalty: 4779.196777
	Iteration 13Q: 3 clusters Score -1920934 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1920996.250000 Penalty: 4779.196777
	Iteration 14Q: 3 clusters Score -1920996 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1921059.250000 Penalty: 4779.196777
	Iteration 15Q: 3 clusters Score -1921059 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1921090.375000 Penalty: 4779.196777
	Iteration 16Q: 3 clusters Score -1921090 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1921116.500000 Penalty: 4779.196777
	Iteration 17Q: 3 clusters Score -1921116 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1921143.125000 Penalty: 4779.196777
	Iteration 18Q: 3 clusters Score -1921143 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1921156.250000 Penalty: 4779.196777
	Iteration 19Q: 3 clusters Score -1921156 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1921173.250000 Penalty: 4779.196777
	Iteration 20F: 3 clusters Score -1921173 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1921177.000000 Penalty: 4779.196777
	Iteration 21Q: 3 clusters Score -1921177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1921192.750000 Penalty: 4779.196777
	Iteration 22Q: 3 clusters Score -1921193 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1921207.000000 Penalty: 4779.196777
	Iteration 23Q: 3 clusters Score -1921207 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1921221.875000 Penalty: 4779.196777
	Iteration 24Q: 3 clusters Score -1921222 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1921243.750000 Penalty: 4779.196777
	Iteration 25Q: 3 clusters Score -1921244 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1921255.500000 Penalty: 4779.196777
	Iteration 26Q: 3 clusters Score -1921256 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1921275.250000 Penalty: 4779.196777
	Iteration 27Q: 3 clusters Score -1921275 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1921280.375000 Penalty: 4779.196777
	Iteration 28Q: 3 clusters Score -1921280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1921298.250000 Penalty: 4779.196777
	Iteration 29Q: 3 clusters Score -1921298 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1921326.125000 Penalty: 4779.196777
	Iteration 30Q: 3 clusters Score -1921326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1921338.250000 Penalty: 4779.196777
	Iteration 31Q: 3 clusters Score -1921338 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1921357.000000 Penalty: 4779.196777
	Iteration 32Q: 3 clusters Score -1921357 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1921373.000000 Penalty: 4779.196777
	Iteration 33Q: 3 clusters Score -1921373 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1921404.125000 Penalty: 4779.196777
	Iteration 34Q: 3 clusters Score -1921404 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1921421.750000 Penalty: 4779.196777
	Iteration 35Q: 3 clusters Score -1921422 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1921443.875000 Penalty: 4779.196777
	Iteration 36Q: 3 clusters Score -1921444 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1921466.500000 Penalty: 4779.196777
	Iteration 37Q: 3 clusters Score -1921466 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1921492.250000 Penalty: 4779.196777
	Iteration 38Q: 3 clusters Score -1921492 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1921519.125000 Penalty: 4779.196777
	Iteration 39Q: 3 clusters Score -1921519 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1921544.500000 Penalty: 4779.196777
	Iteration 40F: 3 clusters Score -1921544 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1921566.125000 Penalty: 4779.196777
	Iteration 41Q: 3 clusters Score -1921566 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1921606.375000 Penalty: 4779.196777
	Iteration 42Q: 3 clusters Score -1921606 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1921650.875000 Penalty: 4779.196777
	Iteration 43Q: 3 clusters Score -1921651 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1921733.500000 Penalty: 4779.196777
	Iteration 44Q: 3 clusters Score -1921734 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1921821.250000 Penalty: 4779.196777
	Iteration 45Q: 3 clusters Score -1921821 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1921926.750000 Penalty: 4779.196777
	Iteration 46Q: 3 clusters Score -1921927 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1922076.250000 Penalty: 4779.196777
	Iteration 47Q: 3 clusters Score -1922076 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1922238.750000 Penalty: 4779.196777
	Iteration 48Q: 3 clusters Score -1922239 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1922422.625000 Penalty: 4779.196777
	Iteration 49Q: 3 clusters Score -1922423 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1922577.375000 Penalty: 4779.196777
	Iteration 50Q: 3 clusters Score -1922577 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1922702.125000 Penalty: 4779.196777
	Iteration 51Q: 3 clusters Score -1922702 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1922804.250000 Penalty: 4779.196777
	Iteration 52Q: 3 clusters Score -1922804 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1922872.000000 Penalty: 4779.196777
	Iteration 53Q: 3 clusters Score -1922872 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1922944.000000 Penalty: 4779.196777
	Iteration 54Q: 3 clusters Score -1922944 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1922986.875000 Penalty: 4779.196777
	Iteration 55Q: 3 clusters Score -1922987 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1923020.375000 Penalty: 4779.196777
	Iteration 56Q: 3 clusters Score -1923020 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1923055.375000 Penalty: 4779.196777
	Iteration 57Q: 3 clusters Score -1923055 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1923090.250000 Penalty: 4779.196777
	Iteration 58Q: 3 clusters Score -1923090 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1923113.125000 Penalty: 4779.196777
	Iteration 59Q: 3 clusters Score -1923113 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1923140.625000 Penalty: 4779.196777
	Iteration 60F: 3 clusters Score -1923141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1923165.750000 Penalty: 4779.196777
	Iteration 61Q: 3 clusters Score -1923166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1923184.125000 Penalty: 4779.196777
	Iteration 62Q: 3 clusters Score -1923184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1923191.875000 Penalty: 4779.196777
	Iteration 63Q: 3 clusters Score -1923192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1923199.500000 Penalty: 4779.196777
	Iteration 64Q: 3 clusters Score -1923200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1923200.125000 Penalty: 4779.196777
	Iteration 65Q: 3 clusters Score -1923200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1923209.625000 Penalty: 4779.196777
	Iteration 66Q: 3 clusters Score -1923210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1923212.500000 Penalty: 4779.196777
	Iteration 67Q: 3 clusters Score -1923212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1923217.375000 Penalty: 4779.196777
	Iteration 68Q: 3 clusters Score -1923217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1923223.125000 Penalty: 4779.196777
	Iteration 69Q: 3 clusters Score -1923223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1923225.125000 Penalty: 4779.196777
	Iteration 70Q: 3 clusters Score -1923225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1923226.625000 Penalty: 4779.196777
	Iteration 71Q: 3 clusters Score -1923227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1923231.250000 Penalty: 4779.196777
	Iteration 72Q: 3 clusters Score -1923231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1923228.500000 Penalty: 4779.196777
	Iteration 73Q: 3 clusters Score -1923228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1923228.500000 Penalty: 4779.196777
	Iteration 74Q: 3 clusters Score -1923228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1923228.500000 Penalty: 4779.196777
	Iteration 75F: 3 clusters Score -1923228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (89353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89353 members 
Entering Unmasked Estep 
Score: -10737162.000000 Penalty: 2827.286865
	Iteration 0F: 2 clusters Score -1.073716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -10677042.000000 Penalty: 5654.573730
	Iteration 0F: 3 clusters Score -1.067704e+07 nChanged 42237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -10701669.000000 Penalty: 5654.573730
	Iteration 1F: 3 clusters Score -1.070167e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -10703138.000000 Penalty: 5654.573730
	Iteration 2Q: 3 clusters Score -1.070314e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -10704968.000000 Penalty: 5654.573730
	Iteration 3Q: 3 clusters Score -1.070497e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -10707668.000000 Penalty: 5654.573730
	Iteration 4F: 3 clusters Score -1.070767e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -10711234.000000 Penalty: 5654.573730
	Iteration 5F: 3 clusters Score -1.071123e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -10715582.000000 Penalty: 5654.573730
	Iteration 6F: 3 clusters Score -1.071558e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -10719911.000000 Penalty: 5654.573730
	Iteration 7F: 3 clusters Score -1.071991e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66481 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -10723693.000000 Penalty: 5654.573730
	Iteration 8F: 3 clusters Score -1.072369e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69282 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -10726437.000000 Penalty: 5654.573730
	Iteration 9Q: 3 clusters Score -1.072644e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71571 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -10728631.000000 Penalty: 5654.573730
	Iteration 10Q: 3 clusters Score -1.072863e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -10730290.000000 Penalty: 5654.573730
	Iteration 11Q: 3 clusters Score -1.073029e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -10731481.000000 Penalty: 5654.573730
	Iteration 12Q: 3 clusters Score -1.073148e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76301 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -10732341.000000 Penalty: 5654.573730
	Iteration 13Q: 3 clusters Score -1.073234e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77422 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -10733029.000000 Penalty: 5654.573730
	Iteration 14Q: 3 clusters Score -1.073303e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78396 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -10733626.000000 Penalty: 5654.573730
	Iteration 15Q: 3 clusters Score -1.073363e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79209 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -10734029.000000 Penalty: 5654.573730
	Iteration 16Q: 3 clusters Score -1.073403e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79902 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -10734305.000000 Penalty: 5654.573730
	Iteration 17Q: 3 clusters Score -1.07343e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80517 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -10734536.000000 Penalty: 5654.573730
	Iteration 18Q: 3 clusters Score -1.073454e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81059 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -10734756.000000 Penalty: 5654.573730
	Iteration 19Q: 3 clusters Score -1.073476e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -10734986.000000 Penalty: 5654.573730
	Iteration 20F: 3 clusters Score -1.073499e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -10735114.000000 Penalty: 5654.573730
	Iteration 21Q: 3 clusters Score -1.073511e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -10735286.000000 Penalty: 5654.573730
	Iteration 22Q: 3 clusters Score -1.073529e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82716 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -10735363.000000 Penalty: 5654.573730
	Iteration 23Q: 3 clusters Score -1.073536e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -10735454.000000 Penalty: 5654.573730
	Iteration 24Q: 3 clusters Score -1.073545e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83330 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -10735574.000000 Penalty: 5654.573730
	Iteration 25Q: 3 clusters Score -1.073557e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83617 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -10735673.000000 Penalty: 5654.573730
	Iteration 26Q: 3 clusters Score -1.073567e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83903 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -10735696.000000 Penalty: 5654.573730
	Iteration 27Q: 3 clusters Score -1.07357e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84137 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -10735781.000000 Penalty: 5654.573730
	Iteration 28Q: 3 clusters Score -1.073578e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84344 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -10735818.000000 Penalty: 5654.573730
	Iteration 29Q: 3 clusters Score -1.073582e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -10735852.000000 Penalty: 5654.573730
	Iteration 30Q: 3 clusters Score -1.073585e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84724 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -10735909.000000 Penalty: 5654.573730
	Iteration 31Q: 3 clusters Score -1.073591e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84886 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -10735959.000000 Penalty: 5654.573730
	Iteration 32Q: 3 clusters Score -1.073596e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85036 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -10736030.000000 Penalty: 5654.573730
	Iteration 33Q: 3 clusters Score -1.073603e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85157 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -10736128.000000 Penalty: 5654.573730
	Iteration 34Q: 3 clusters Score -1.073613e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -10736151.000000 Penalty: 5654.573730
	Iteration 35Q: 3 clusters Score -1.073615e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85352 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -10736193.000000 Penalty: 5654.573730
	Iteration 36Q: 3 clusters Score -1.073619e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85452 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -10736204.000000 Penalty: 5654.573730
	Iteration 37Q: 3 clusters Score -1.07362e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85525 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -10736222.000000 Penalty: 5654.573730
	Iteration 38Q: 3 clusters Score -1.073622e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -10736250.000000 Penalty: 5654.573730
	Iteration 39Q: 3 clusters Score -1.073625e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85655 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -10736275.000000 Penalty: 5654.573730
	Iteration 40F: 3 clusters Score -1.073628e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85711 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -10736274.000000 Penalty: 5654.573730
	Iteration 41Q: 3 clusters Score -1.073627e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85759 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -10736286.000000 Penalty: 5654.573730
	Iteration 42Q: 3 clusters Score -1.073629e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85802 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -10736282.000000 Penalty: 5654.573730
	Iteration 43Q: 3 clusters Score -1.073628e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85848 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -10736294.000000 Penalty: 5654.573730
	Iteration 44Q: 3 clusters Score -1.073629e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85894 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -10736305.000000 Penalty: 5654.573730
	Iteration 45Q: 3 clusters Score -1.07363e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -10736288.000000 Penalty: 5654.573730
	Iteration 46Q: 3 clusters Score -1.073629e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85969 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -10736295.000000 Penalty: 5654.573730
	Iteration 47Q: 3 clusters Score -1.07363e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86006 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -10736293.000000 Penalty: 5654.573730
	Iteration 48Q: 3 clusters Score -1.073629e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86038 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -10736321.000000 Penalty: 5654.573730
	Iteration 49Q: 3 clusters Score -1.073632e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86057 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -10736325.000000 Penalty: 5654.573730
	Iteration 50Q: 3 clusters Score -1.073632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86070 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -10736328.000000 Penalty: 5654.573730
	Iteration 51Q: 3 clusters Score -1.073633e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86080 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -10736325.000000 Penalty: 5654.573730
	Iteration 52Q: 3 clusters Score -1.073632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86088 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -10736326.000000 Penalty: 5654.573730
	Iteration 53Q: 3 clusters Score -1.073633e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86100 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -10736342.000000 Penalty: 5654.573730
	Iteration 54Q: 3 clusters Score -1.073634e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86111 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -10736348.000000 Penalty: 5654.573730
	Iteration 55Q: 3 clusters Score -1.073635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86123 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -10736338.000000 Penalty: 5654.573730
	Iteration 56Q: 3 clusters Score -1.073634e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -10736341.000000 Penalty: 5654.573730
	Iteration 57Q: 3 clusters Score -1.073634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -10736352.000000 Penalty: 5654.573730
	Iteration 58Q: 3 clusters Score -1.073635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86143 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -10736356.000000 Penalty: 5654.573730
	Iteration 59Q: 3 clusters Score -1.073636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86146 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -10736354.000000 Penalty: 5654.573730
	Iteration 60F: 3 clusters Score -1.073635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86148 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -10736353.000000 Penalty: 5654.573730
	Iteration 61Q: 3 clusters Score -1.073635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86148 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -10736355.000000 Penalty: 5654.573730
	Iteration 62Q: 3 clusters Score -1.073636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86149 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -10736357.000000 Penalty: 5654.573730
	Iteration 63Q: 3 clusters Score -1.073636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86149 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -10736357.000000 Penalty: 5654.573730
	Iteration 64F: 3 clusters Score -1.073636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (73063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73063 members 
Entering Unmasked Estep 
Score: -9371592.000000 Penalty: 2777.371338
	Iteration 0F: 2 clusters Score -9371592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -9322715.000000 Penalty: 5554.742676
	Iteration 0F: 3 clusters Score -9322715 nChanged 34290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -9341661.000000 Penalty: 5554.742676
	Iteration 1F: 3 clusters Score -9341661 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -9342210.000000 Penalty: 5554.742676
	Iteration 2Q: 3 clusters Score -9342210 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -9342798.000000 Penalty: 5554.742676
	Iteration 3Q: 3 clusters Score -9342798 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -9343386.000000 Penalty: 5554.742676
	Iteration 4Q: 3 clusters Score -9343386 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -9344081.000000 Penalty: 5554.742676
	Iteration 5Q: 3 clusters Score -9344081 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -9345013.000000 Penalty: 5554.742676
	Iteration 6Q: 3 clusters Score -9345013 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -9346350.000000 Penalty: 5554.742676
	Iteration 7Q: 3 clusters Score -9346350 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -9348493.000000 Penalty: 5554.742676
	Iteration 8F: 3 clusters Score -9348493 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -9351600.000000 Penalty: 5554.742676
	Iteration 9F: 3 clusters Score -9351600 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -9355731.000000 Penalty: 5554.742676
	Iteration 10F: 3 clusters Score -9355731 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 61631 members 
Entering Unmasked Estep 
Score: -9360212.000000 Penalty: 5554.742676
	Iteration 11F: 3 clusters Score -9360212 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 65823 members 
Entering Unmasked Estep 
Score: -9363901.000000 Penalty: 5554.742676
	Iteration 12F: 3 clusters Score -9363901 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 68633 members 
Entering Unmasked Estep 
Score: -9366226.000000 Penalty: 5554.742676
	Iteration 13Q: 3 clusters Score -9366226 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 70313 members 
Entering Unmasked Estep 
Score: -9367552.000000 Penalty: 5554.742676
	Iteration 14Q: 3 clusters Score -9367552 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 71216 members 
Entering Unmasked Estep 
Score: -9368336.000000 Penalty: 5554.742676
	Iteration 15Q: 3 clusters Score -9368336 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 71702 members 
Entering Unmasked Estep 
Score: -9368677.000000 Penalty: 5554.742676
	Iteration 16Q: 3 clusters Score -9368677 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 71950 members 
Entering Unmasked Estep 
Score: -9368882.000000 Penalty: 5554.742676
	Iteration 17Q: 3 clusters Score -9368882 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 72092 members 
Entering Unmasked Estep 
Score: -9369011.000000 Penalty: 5554.742676
	Iteration 18Q: 3 clusters Score -9369011 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 72183 members 
Entering Unmasked Estep 
Score: -9369051.000000 Penalty: 5554.742676
	Iteration 19Q: 3 clusters Score -9369051 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 72245 members 
Entering Unmasked Estep 
Score: -9369099.000000 Penalty: 5554.742676
	Iteration 20F: 3 clusters Score -9369099 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 72286 members 
Entering Unmasked Estep 
Score: -9369122.000000 Penalty: 5554.742676
	Iteration 21Q: 3 clusters Score -9369122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 72317 members 
Entering Unmasked Estep 
Score: -9369150.000000 Penalty: 5554.742676
	Iteration 22Q: 3 clusters Score -9369150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 72341 members 
Entering Unmasked Estep 
Score: -9369164.000000 Penalty: 5554.742676
	Iteration 23Q: 3 clusters Score -9369164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 72357 members 
Entering Unmasked Estep 
Score: -9369186.000000 Penalty: 5554.742676
	Iteration 24Q: 3 clusters Score -9369186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 72371 members 
Entering Unmasked Estep 
Score: -9369188.000000 Penalty: 5554.742676
	Iteration 25Q: 3 clusters Score -9369188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 72377 members 
Entering Unmasked Estep 
Score: -9369194.000000 Penalty: 5554.742676
	Iteration 26Q: 3 clusters Score -9369194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -9369205.000000 Penalty: 5554.742676
	Iteration 27Q: 3 clusters Score -9369205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 72391 members 
Entering Unmasked Estep 
Score: -9369214.000000 Penalty: 5554.742676
	Iteration 28Q: 3 clusters Score -9369214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 72395 members 
Entering Unmasked Estep 
Score: -9369205.000000 Penalty: 5554.742676
	Iteration 29Q: 3 clusters Score -9369205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 72396 members 
Entering Unmasked Estep 
Score: -9369204.000000 Penalty: 5554.742676
	Iteration 30Q: 3 clusters Score -9369204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -9369210.000000 Penalty: 5554.742676
	Iteration 31Q: 3 clusters Score -9369210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 72402 members 
Entering Unmasked Estep 
Score: -9369207.000000 Penalty: 5554.742676
	Iteration 32Q: 3 clusters Score -9369207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -9369213.000000 Penalty: 5554.742676
	Iteration 33Q: 3 clusters Score -9369213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -9369229.000000 Penalty: 5554.742676
	Iteration 34Q: 3 clusters Score -9369229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -9369227.000000 Penalty: 5554.742676
	Iteration 35Q: 3 clusters Score -9369227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -9369227.000000 Penalty: 5554.742676
	Iteration 36F: 3 clusters Score -9369227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Entering Unmasked Estep 
Score: -1974536.125000 Penalty: 2386.384033
	Iteration 0F: 2 clusters Score -1974536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1963581.875000 Penalty: 4772.768066
	Iteration 0F: 3 clusters Score -1963582 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1966964.875000 Penalty: 4772.768066
	Iteration 1F: 3 clusters Score -1966965 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1967318.875000 Penalty: 4772.768066
	Iteration 2F: 3 clusters Score -1967319 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1967621.375000 Penalty: 4772.768066
	Iteration 3Q: 3 clusters Score -1967621 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1967918.375000 Penalty: 4772.768066
	Iteration 4Q: 3 clusters Score -1967918 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1968264.000000 Penalty: 4772.768066
	Iteration 5Q: 3 clusters Score -1968264 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1968690.250000 Penalty: 4772.768066
	Iteration 6Q: 3 clusters Score -1968690 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1969258.250000 Penalty: 4772.768066
	Iteration 7F: 3 clusters Score -1969258 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1969890.500000 Penalty: 4772.768066
	Iteration 8F: 3 clusters Score -1969890 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1970577.500000 Penalty: 4772.768066
	Iteration 9F: 3 clusters Score -1970578 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1971258.000000 Penalty: 4772.768066
	Iteration 10F: 3 clusters Score -1971258 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1971809.375000 Penalty: 4772.768066
	Iteration 11Q: 3 clusters Score -1971809 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1972114.125000 Penalty: 4772.768066
	Iteration 12Q: 3 clusters Score -1972114 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1972264.875000 Penalty: 4772.768066
	Iteration 13Q: 3 clusters Score -1972265 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1972359.750000 Penalty: 4772.768066
	Iteration 14Q: 3 clusters Score -1972360 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1972407.500000 Penalty: 4772.768066
	Iteration 15Q: 3 clusters Score -1972408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1972440.375000 Penalty: 4772.768066
	Iteration 16Q: 3 clusters Score -1972440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1972466.750000 Penalty: 4772.768066
	Iteration 17Q: 3 clusters Score -1972467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1972481.875000 Penalty: 4772.768066
	Iteration 18Q: 3 clusters Score -1972482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1972501.250000 Penalty: 4772.768066
	Iteration 19Q: 3 clusters Score -1972501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1972512.750000 Penalty: 4772.768066
	Iteration 20F: 3 clusters Score -1972513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1972517.625000 Penalty: 4772.768066
	Iteration 21Q: 3 clusters Score -1972518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1972521.000000 Penalty: 4772.768066
	Iteration 22Q: 3 clusters Score -1972521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1972525.875000 Penalty: 4772.768066
	Iteration 23Q: 3 clusters Score -1972526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1972525.625000 Penalty: 4772.768066
	Iteration 24Q: 3 clusters Score -1972526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1972524.125000 Penalty: 4772.768066
	Iteration 25Q: 3 clusters Score -1972524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1972526.625000 Penalty: 4772.768066
	Iteration 26Q: 3 clusters Score -1972527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1972531.250000 Penalty: 4772.768066
	Iteration 27Q: 3 clusters Score -1972531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1972538.875000 Penalty: 4772.768066
	Iteration 28Q: 3 clusters Score -1972539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1972544.000000 Penalty: 4772.768066
	Iteration 29Q: 3 clusters Score -1972544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1972546.875000 Penalty: 4772.768066
	Iteration 30Q: 3 clusters Score -1972547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1972552.375000 Penalty: 4772.768066
	Iteration 31Q: 3 clusters Score -1972552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1972548.750000 Penalty: 4772.768066
	Iteration 32Q: 3 clusters Score -1972549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1972548.750000 Penalty: 4772.768066
	Iteration 33F: 3 clusters Score -1972549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -80026.351562 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -80026.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -78311.875000 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -78311.88 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -78577.320312 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -78577.32 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78675.695312 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -78675.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78746.648438 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -78746.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -78775.664062 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -78775.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -78795.757812 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -78795.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -78808.031250 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -78808.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -78811.773438 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -78811.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78818.414062 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -78818.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -78823.773438 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -78823.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -78827.593750 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -78827.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -78829.460938 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -78829.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -78832.328125 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -78832.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -78832.328125 Penalty: 3267.424805
	Iteration 13F: 3 clusters Score -78832.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Entering Unmasked Estep 
Score: -625901.250000 Penalty: 2115.858643
	Iteration 0F: 2 clusters Score -625901.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -621398.500000 Penalty: 4231.717285
	Iteration 0F: 3 clusters Score -621398.5 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -622560.312500 Penalty: 4231.717285
	Iteration 1F: 3 clusters Score -622560.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -622907.500000 Penalty: 4231.717285
	Iteration 2F: 3 clusters Score -622907.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -623162.375000 Penalty: 4231.717285
	Iteration 3F: 3 clusters Score -623162.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -623404.812500 Penalty: 4231.717285
	Iteration 4F: 3 clusters Score -623404.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -623637.000000 Penalty: 4231.717285
	Iteration 5F: 3 clusters Score -623637 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -623923.500000 Penalty: 4231.717285
	Iteration 6F: 3 clusters Score -623923.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -624215.687500 Penalty: 4231.717285
	Iteration 7F: 3 clusters Score -624215.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -624453.375000 Penalty: 4231.717285
	Iteration 8Q: 3 clusters Score -624453.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -624648.125000 Penalty: 4231.717285
	Iteration 9Q: 3 clusters Score -624648.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -624819.875000 Penalty: 4231.717285
	Iteration 10Q: 3 clusters Score -624819.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -624950.000000 Penalty: 4231.717285
	Iteration 11Q: 3 clusters Score -624950 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -625059.625000 Penalty: 4231.717285
	Iteration 12Q: 3 clusters Score -625059.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -625158.250000 Penalty: 4231.717285
	Iteration 13Q: 3 clusters Score -625158.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -625209.437500 Penalty: 4231.717285
	Iteration 14Q: 3 clusters Score -625209.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -625235.187500 Penalty: 4231.717285
	Iteration 15Q: 3 clusters Score -625235.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -625251.125000 Penalty: 4231.717285
	Iteration 16Q: 3 clusters Score -625251.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -625268.375000 Penalty: 4231.717285
	Iteration 17Q: 3 clusters Score -625268.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -625277.625000 Penalty: 4231.717285
	Iteration 18Q: 3 clusters Score -625277.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -625279.625000 Penalty: 4231.717285
	Iteration 19Q: 3 clusters Score -625279.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -625282.250000 Penalty: 4231.717285
	Iteration 20F: 3 clusters Score -625282.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -625283.000000 Penalty: 4231.717285
	Iteration 21Q: 3 clusters Score -625283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -625284.000000 Penalty: 4231.717285
	Iteration 22Q: 3 clusters Score -625284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -625283.437500 Penalty: 4231.717285
	Iteration 23Q: 3 clusters Score -625283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -625285.687500 Penalty: 4231.717285
	Iteration 24Q: 3 clusters Score -625285.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -625288.875000 Penalty: 4231.717285
	Iteration 25Q: 3 clusters Score -625288.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -625292.937500 Penalty: 4231.717285
	Iteration 26Q: 3 clusters Score -625292.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -625295.312500 Penalty: 4231.717285
	Iteration 27Q: 3 clusters Score -625295.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -625295.687500 Penalty: 4231.717285
	Iteration 28Q: 3 clusters Score -625295.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -625295.687500 Penalty: 4231.717285
	Iteration 29F: 3 clusters Score -625295.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Entering Unmasked Estep 
Score: -1678808.125000 Penalty: 2345.191895
	Iteration 0F: 2 clusters Score -1678808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1669453.750000 Penalty: 4690.383789
	Iteration 0F: 3 clusters Score -1669454 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1672244.500000 Penalty: 4690.383789
	Iteration 1F: 3 clusters Score -1672244 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1672555.500000 Penalty: 4690.383789
	Iteration 2F: 3 clusters Score -1672556 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1672764.750000 Penalty: 4690.383789
	Iteration 3Q: 3 clusters Score -1672765 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1672920.500000 Penalty: 4690.383789
	Iteration 4Q: 3 clusters Score -1672920 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1673054.375000 Penalty: 4690.383789
	Iteration 5Q: 3 clusters Score -1673054 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1673185.750000 Penalty: 4690.383789
	Iteration 6Q: 3 clusters Score -1673186 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1673300.375000 Penalty: 4690.383789
	Iteration 7Q: 3 clusters Score -1673300 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1673423.500000 Penalty: 4690.383789
	Iteration 8Q: 3 clusters Score -1673424 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1673574.625000 Penalty: 4690.383789
	Iteration 9Q: 3 clusters Score -1673575 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1673735.750000 Penalty: 4690.383789
	Iteration 10Q: 3 clusters Score -1673736 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1673944.250000 Penalty: 4690.383789
	Iteration 11Q: 3 clusters Score -1673944 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1674174.625000 Penalty: 4690.383789
	Iteration 12Q: 3 clusters Score -1674175 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1674441.875000 Penalty: 4690.383789
	Iteration 13Q: 3 clusters Score -1674442 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1674740.875000 Penalty: 4690.383789
	Iteration 14Q: 3 clusters Score -1674741 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1675062.250000 Penalty: 4690.383789
	Iteration 15Q: 3 clusters Score -1675062 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1675385.375000 Penalty: 4690.383789
	Iteration 16Q: 3 clusters Score -1675385 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1675725.875000 Penalty: 4690.383789
	Iteration 17Q: 3 clusters Score -1675726 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1675998.250000 Penalty: 4690.383789
	Iteration 18Q: 3 clusters Score -1675998 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1676220.125000 Penalty: 4690.383789
	Iteration 19Q: 3 clusters Score -1676220 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1676360.125000 Penalty: 4690.383789
	Iteration 20F: 3 clusters Score -1676360 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1676466.875000 Penalty: 4690.383789
	Iteration 21Q: 3 clusters Score -1676467 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1676529.375000 Penalty: 4690.383789
	Iteration 22Q: 3 clusters Score -1676529 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1676592.500000 Penalty: 4690.383789
	Iteration 23Q: 3 clusters Score -1676592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1676637.000000 Penalty: 4690.383789
	Iteration 24Q: 3 clusters Score -1676637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1676656.125000 Penalty: 4690.383789
	Iteration 25Q: 3 clusters Score -1676656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1676676.125000 Penalty: 4690.383789
	Iteration 26Q: 3 clusters Score -1676676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1676695.375000 Penalty: 4690.383789
	Iteration 27Q: 3 clusters Score -1676695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1676706.000000 Penalty: 4690.383789
	Iteration 28Q: 3 clusters Score -1676706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1676720.125000 Penalty: 4690.383789
	Iteration 29Q: 3 clusters Score -1676720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1676724.750000 Penalty: 4690.383789
	Iteration 30Q: 3 clusters Score -1676725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1676733.125000 Penalty: 4690.383789
	Iteration 31Q: 3 clusters Score -1676733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1676743.375000 Penalty: 4690.383789
	Iteration 32Q: 3 clusters Score -1676743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1676746.000000 Penalty: 4690.383789
	Iteration 33Q: 3 clusters Score -1676746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1676746.500000 Penalty: 4690.383789
	Iteration 34Q: 3 clusters Score -1676746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1676750.000000 Penalty: 4690.383789
	Iteration 35Q: 3 clusters Score -1676750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1676756.500000 Penalty: 4690.383789
	Iteration 36Q: 3 clusters Score -1676756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1676758.875000 Penalty: 4690.383789
	Iteration 37Q: 3 clusters Score -1676759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1676761.375000 Penalty: 4690.383789
	Iteration 38Q: 3 clusters Score -1676761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1676759.875000 Penalty: 4690.383789
	Iteration 39Q: 3 clusters Score -1676760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1676759.875000 Penalty: 4690.383789
	Iteration 40F: 3 clusters Score -1676760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Entering Unmasked Estep 
Score: -3147100.250000 Penalty: 2509.812256
	Iteration 0F: 2 clusters Score -3147100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3129977.750000 Penalty: 5019.624512
	Iteration 0F: 3 clusters Score -3129978 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -3135848.500000 Penalty: 5019.624512
	Iteration 1F: 3 clusters Score -3135848 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3136257.250000 Penalty: 5019.624512
	Iteration 2Q: 3 clusters Score -3136257 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3136645.750000 Penalty: 5019.624512
	Iteration 3Q: 3 clusters Score -3136646 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3137031.250000 Penalty: 5019.624512
	Iteration 4Q: 3 clusters Score -3137031 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3137545.500000 Penalty: 5019.624512
	Iteration 5Q: 3 clusters Score -3137546 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -3138277.000000 Penalty: 5019.624512
	Iteration 6F: 3 clusters Score -3138277 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -3139298.500000 Penalty: 5019.624512
	Iteration 7F: 3 clusters Score -3139298 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3140513.500000 Penalty: 5019.624512
	Iteration 8F: 3 clusters Score -3140514 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -3141741.000000 Penalty: 5019.624512
	Iteration 9F: 3 clusters Score -3141741 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -3142804.750000 Penalty: 5019.624512
	Iteration 10F: 3 clusters Score -3142805 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3143586.750000 Penalty: 5019.624512
	Iteration 11Q: 3 clusters Score -3143587 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3144107.750000 Penalty: 5019.624512
	Iteration 12Q: 3 clusters Score -3144108 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -3144431.250000 Penalty: 5019.624512
	Iteration 13Q: 3 clusters Score -3144431 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3144614.750000 Penalty: 5019.624512
	Iteration 14Q: 3 clusters Score -3144615 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3144726.000000 Penalty: 5019.624512
	Iteration 15Q: 3 clusters Score -3144726 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3144804.000000 Penalty: 5019.624512
	Iteration 16Q: 3 clusters Score -3144804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3144854.750000 Penalty: 5019.624512
	Iteration 17Q: 3 clusters Score -3144855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3144879.250000 Penalty: 5019.624512
	Iteration 18Q: 3 clusters Score -3144879 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3144912.750000 Penalty: 5019.624512
	Iteration 19Q: 3 clusters Score -3144913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3144950.500000 Penalty: 5019.624512
	Iteration 20F: 3 clusters Score -3144950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -3144966.250000 Penalty: 5019.624512
	Iteration 21Q: 3 clusters Score -3144966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3144974.000000 Penalty: 5019.624512
	Iteration 22Q: 3 clusters Score -3144974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -3144990.000000 Penalty: 5019.624512
	Iteration 23Q: 3 clusters Score -3144990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3145000.750000 Penalty: 5019.624512
	Iteration 24Q: 3 clusters Score -3145001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3145008.500000 Penalty: 5019.624512
	Iteration 25Q: 3 clusters Score -3145008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -3145008.750000 Penalty: 5019.624512
	Iteration 26Q: 3 clusters Score -3145009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3145012.750000 Penalty: 5019.624512
	Iteration 27Q: 3 clusters Score -3145013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -3145016.750000 Penalty: 5019.624512
	Iteration 28Q: 3 clusters Score -3145017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -3145021.500000 Penalty: 5019.624512
	Iteration 29Q: 3 clusters Score -3145022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3145030.750000 Penalty: 5019.624512
	Iteration 30Q: 3 clusters Score -3145031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3145033.000000 Penalty: 5019.624512
	Iteration 31Q: 3 clusters Score -3145033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -3145036.250000 Penalty: 5019.624512
	Iteration 32Q: 3 clusters Score -3145036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3145037.750000 Penalty: 5019.624512
	Iteration 33Q: 3 clusters Score -3145038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3145039.500000 Penalty: 5019.624512
	Iteration 34Q: 3 clusters Score -3145040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3145041.500000 Penalty: 5019.624512
	Iteration 35Q: 3 clusters Score -3145042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3145045.000000 Penalty: 5019.624512
	Iteration 36Q: 3 clusters Score -3145045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3145044.250000 Penalty: 5019.624512
	Iteration 37Q: 3 clusters Score -3145044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3145047.000000 Penalty: 5019.624512
	Iteration 38Q: 3 clusters Score -3145047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3145047.000000 Penalty: 5019.624512
	Iteration 39F: 3 clusters Score -3145047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Entering Unmasked Estep 
Score: -6151805.500000 Penalty: 2672.461914
	Iteration 0F: 2 clusters Score -6151806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -6119658.000000 Penalty: 5344.923828
	Iteration 0F: 3 clusters Score -6119658 nChanged 22021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -6131667.000000 Penalty: 5344.923828
	Iteration 1F: 3 clusters Score -6131667 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -6132142.500000 Penalty: 5344.923828
	Iteration 2Q: 3 clusters Score -6132142 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -6132634.500000 Penalty: 5344.923828
	Iteration 3Q: 3 clusters Score -6132634 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -6133072.000000 Penalty: 5344.923828
	Iteration 4Q: 3 clusters Score -6133072 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -6133570.500000 Penalty: 5344.923828
	Iteration 5Q: 3 clusters Score -6133570 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -6134251.000000 Penalty: 5344.923828
	Iteration 6Q: 3 clusters Score -6134251 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -6135152.500000 Penalty: 5344.923828
	Iteration 7Q: 3 clusters Score -6135152 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -6136518.500000 Penalty: 5344.923828
	Iteration 8F: 3 clusters Score -6136518 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -6138646.000000 Penalty: 5344.923828
	Iteration 9F: 3 clusters Score -6138646 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -6141347.500000 Penalty: 5344.923828
	Iteration 10F: 3 clusters Score -6141348 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -6143936.000000 Penalty: 5344.923828
	Iteration 11F: 3 clusters Score -6143936 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -6146013.000000 Penalty: 5344.923828
	Iteration 12F: 3 clusters Score -6146013 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -6147363.500000 Penalty: 5344.923828
	Iteration 13Q: 3 clusters Score -6147364 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -6148172.000000 Penalty: 5344.923828
	Iteration 14Q: 3 clusters Score -6148172 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6148610.000000 Penalty: 5344.923828
	Iteration 15Q: 3 clusters Score -6148610 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6148927.000000 Penalty: 5344.923828
	Iteration 16Q: 3 clusters Score -6148927 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6149149.500000 Penalty: 5344.923828
	Iteration 17Q: 3 clusters Score -6149150 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6149280.500000 Penalty: 5344.923828
	Iteration 18Q: 3 clusters Score -6149280 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6149364.500000 Penalty: 5344.923828
	Iteration 19Q: 3 clusters Score -6149364 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6149460.000000 Penalty: 5344.923828
	Iteration 20F: 3 clusters Score -6149460 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6149549.000000 Penalty: 5344.923828
	Iteration 21Q: 3 clusters Score -6149549 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6149600.500000 Penalty: 5344.923828
	Iteration 22Q: 3 clusters Score -6149600 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6149641.500000 Penalty: 5344.923828
	Iteration 23Q: 3 clusters Score -6149642 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6149686.500000 Penalty: 5344.923828
	Iteration 24Q: 3 clusters Score -6149686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6149728.000000 Penalty: 5344.923828
	Iteration 25Q: 3 clusters Score -6149728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6149753.500000 Penalty: 5344.923828
	Iteration 26Q: 3 clusters Score -6149754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6149786.500000 Penalty: 5344.923828
	Iteration 27Q: 3 clusters Score -6149786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6149812.000000 Penalty: 5344.923828
	Iteration 28Q: 3 clusters Score -6149812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6149828.500000 Penalty: 5344.923828
	Iteration 29Q: 3 clusters Score -6149828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6149842.000000 Penalty: 5344.923828
	Iteration 30Q: 3 clusters Score -6149842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6149848.500000 Penalty: 5344.923828
	Iteration 31Q: 3 clusters Score -6149848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6149864.000000 Penalty: 5344.923828
	Iteration 32Q: 3 clusters Score -6149864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6149874.500000 Penalty: 5344.923828
	Iteration 33Q: 3 clusters Score -6149874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6149877.500000 Penalty: 5344.923828
	Iteration 34Q: 3 clusters Score -6149878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6149882.500000 Penalty: 5344.923828
	Iteration 35Q: 3 clusters Score -6149882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6149879.000000 Penalty: 5344.923828
	Iteration 36Q: 3 clusters Score -6149879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6149882.500000 Penalty: 5344.923828
	Iteration 37Q: 3 clusters Score -6149882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6149889.000000 Penalty: 5344.923828
	Iteration 38Q: 3 clusters Score -6149889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6149890.000000 Penalty: 5344.923828
	Iteration 39Q: 3 clusters Score -6149890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6149885.500000 Penalty: 5344.923828
	Iteration 40F: 3 clusters Score -6149886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6149887.500000 Penalty: 5344.923828
	Iteration 41Q: 3 clusters Score -6149888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6149891.500000 Penalty: 5344.923828
	Iteration 42Q: 3 clusters Score -6149892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6149887.500000 Penalty: 5344.923828
	Iteration 43Q: 3 clusters Score -6149888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6149887.500000 Penalty: 5344.923828
	Iteration 44F: 3 clusters Score -6149888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Entering Unmasked Estep 
Score: -2385466.500000 Penalty: 2436.301025
	Iteration 0F: 2 clusters Score -2385466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2372487.750000 Penalty: 4872.602051
	Iteration 0F: 3 clusters Score -2372488 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2377010.500000 Penalty: 4872.602051
	Iteration 1F: 3 clusters Score -2377010 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2377867.750000 Penalty: 4872.602051
	Iteration 2F: 3 clusters Score -2377868 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2378891.750000 Penalty: 4872.602051
	Iteration 3F: 3 clusters Score -2378892 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2379973.250000 Penalty: 4872.602051
	Iteration 4F: 3 clusters Score -2379973 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2380971.000000 Penalty: 4872.602051
	Iteration 5F: 3 clusters Score -2380971 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2381760.250000 Penalty: 4872.602051
	Iteration 6F: 3 clusters Score -2381760 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2382249.250000 Penalty: 4872.602051
	Iteration 7F: 3 clusters Score -2382249 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2382559.500000 Penalty: 4872.602051
	Iteration 8Q: 3 clusters Score -2382560 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2382797.500000 Penalty: 4872.602051
	Iteration 9Q: 3 clusters Score -2382798 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2382996.750000 Penalty: 4872.602051
	Iteration 10Q: 3 clusters Score -2382997 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2383172.750000 Penalty: 4872.602051
	Iteration 11Q: 3 clusters Score -2383173 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2383357.500000 Penalty: 4872.602051
	Iteration 12Q: 3 clusters Score -2383358 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2383542.750000 Penalty: 4872.602051
	Iteration 13Q: 3 clusters Score -2383543 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2383751.750000 Penalty: 4872.602051
	Iteration 14Q: 3 clusters Score -2383752 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2383929.750000 Penalty: 4872.602051
	Iteration 15Q: 3 clusters Score -2383930 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2384094.500000 Penalty: 4872.602051
	Iteration 16Q: 3 clusters Score -2384094 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2384226.000000 Penalty: 4872.602051
	Iteration 17Q: 3 clusters Score -2384226 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2384350.500000 Penalty: 4872.602051
	Iteration 18Q: 3 clusters Score -2384350 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2384477.250000 Penalty: 4872.602051
	Iteration 19Q: 3 clusters Score -2384477 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2384587.250000 Penalty: 4872.602051
	Iteration 20F: 3 clusters Score -2384587 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2384658.500000 Penalty: 4872.602051
	Iteration 21Q: 3 clusters Score -2384658 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2384705.750000 Penalty: 4872.602051
	Iteration 22Q: 3 clusters Score -2384706 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2384744.250000 Penalty: 4872.602051
	Iteration 23Q: 3 clusters Score -2384744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2384771.750000 Penalty: 4872.602051
	Iteration 24Q: 3 clusters Score -2384772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2384797.250000 Penalty: 4872.602051
	Iteration 25Q: 3 clusters Score -2384797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2384806.500000 Penalty: 4872.602051
	Iteration 26Q: 3 clusters Score -2384806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2384826.250000 Penalty: 4872.602051
	Iteration 27Q: 3 clusters Score -2384826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2384847.250000 Penalty: 4872.602051
	Iteration 28Q: 3 clusters Score -2384847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2384864.500000 Penalty: 4872.602051
	Iteration 29Q: 3 clusters Score -2384864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2384874.750000 Penalty: 4872.602051
	Iteration 30Q: 3 clusters Score -2384875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2384884.500000 Penalty: 4872.602051
	Iteration 31Q: 3 clusters Score -2384884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2384893.750000 Penalty: 4872.602051
	Iteration 32Q: 3 clusters Score -2384894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2384903.000000 Penalty: 4872.602051
	Iteration 33Q: 3 clusters Score -2384903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2384902.000000 Penalty: 4872.602051
	Iteration 34Q: 3 clusters Score -2384902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2384910.750000 Penalty: 4872.602051
	Iteration 35Q: 3 clusters Score -2384911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2384917.750000 Penalty: 4872.602051
	Iteration 36Q: 3 clusters Score -2384918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2384920.000000 Penalty: 4872.602051
	Iteration 37Q: 3 clusters Score -2384920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2384921.000000 Penalty: 4872.602051
	Iteration 38Q: 3 clusters Score -2384921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2384921.250000 Penalty: 4872.602051
	Iteration 39Q: 3 clusters Score -2384921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2384921.000000 Penalty: 4872.602051
	Iteration 40F: 3 clusters Score -2384921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2384924.000000 Penalty: 4872.602051
	Iteration 41Q: 3 clusters Score -2384924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2384927.000000 Penalty: 4872.602051
	Iteration 42Q: 3 clusters Score -2384927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2384929.250000 Penalty: 4872.602051
	Iteration 43Q: 3 clusters Score -2384929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2384933.000000 Penalty: 4872.602051
	Iteration 44Q: 3 clusters Score -2384933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2384933.000000 Penalty: 4872.602051
	Iteration 45Q: 3 clusters Score -2384933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2384933.750000 Penalty: 4872.602051
	Iteration 46Q: 3 clusters Score -2384934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2384938.250000 Penalty: 4872.602051
	Iteration 47Q: 3 clusters Score -2384938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2384937.500000 Penalty: 4872.602051
	Iteration 48Q: 3 clusters Score -2384938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2384938.750000 Penalty: 4872.602051
	Iteration 49Q: 3 clusters Score -2384939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2384938.250000 Penalty: 4872.602051
	Iteration 50Q: 3 clusters Score -2384938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2384939.750000 Penalty: 4872.602051
	Iteration 51Q: 3 clusters Score -2384940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2384940.250000 Penalty: 4872.602051
	Iteration 52Q: 3 clusters Score -2384940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2384940.250000 Penalty: 4872.602051
	Iteration 53F: 3 clusters Score -2384940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Entering Unmasked Estep 
Score: -773744.375000 Penalty: 2169.933594
	Iteration 0F: 2 clusters Score -773744.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -768484.312500 Penalty: 4339.867188
	Iteration 0F: 3 clusters Score -768484.3 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -769995.937500 Penalty: 4339.867188
	Iteration 1F: 3 clusters Score -769995.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -770520.812500 Penalty: 4339.867188
	Iteration 2F: 3 clusters Score -770520.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -770996.875000 Penalty: 4339.867188
	Iteration 3F: 3 clusters Score -770996.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -771364.750000 Penalty: 4339.867188
	Iteration 4F: 3 clusters Score -771364.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -771657.875000 Penalty: 4339.867188
	Iteration 5F: 3 clusters Score -771657.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -771894.250000 Penalty: 4339.867188
	Iteration 6Q: 3 clusters Score -771894.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -772102.062500 Penalty: 4339.867188
	Iteration 7Q: 3 clusters Score -772102.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -772333.750000 Penalty: 4339.867188
	Iteration 8Q: 3 clusters Score -772333.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -772575.812500 Penalty: 4339.867188
	Iteration 9Q: 3 clusters Score -772575.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -772725.562500 Penalty: 4339.867188
	Iteration 10Q: 3 clusters Score -772725.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -772800.062500 Penalty: 4339.867188
	Iteration 11Q: 3 clusters Score -772800.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -772861.250000 Penalty: 4339.867188
	Iteration 12Q: 3 clusters Score -772861.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -772905.125000 Penalty: 4339.867188
	Iteration 13Q: 3 clusters Score -772905.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -772938.937500 Penalty: 4339.867188
	Iteration 14Q: 3 clusters Score -772938.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -772967.687500 Penalty: 4339.867188
	Iteration 15Q: 3 clusters Score -772967.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -772985.875000 Penalty: 4339.867188
	Iteration 16Q: 3 clusters Score -772985.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -772998.375000 Penalty: 4339.867188
	Iteration 17Q: 3 clusters Score -772998.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -773005.187500 Penalty: 4339.867188
	Iteration 18Q: 3 clusters Score -773005.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -773008.937500 Penalty: 4339.867188
	Iteration 19Q: 3 clusters Score -773008.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -773013.000000 Penalty: 4339.867188
	Iteration 20F: 3 clusters Score -773013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -773019.875000 Penalty: 4339.867188
	Iteration 21Q: 3 clusters Score -773019.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -773027.062500 Penalty: 4339.867188
	Iteration 22Q: 3 clusters Score -773027.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -773034.187500 Penalty: 4339.867188
	Iteration 23Q: 3 clusters Score -773034.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -773041.875000 Penalty: 4339.867188
	Iteration 24Q: 3 clusters Score -773041.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -773044.500000 Penalty: 4339.867188
	Iteration 25Q: 3 clusters Score -773044.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -773047.562500 Penalty: 4339.867188
	Iteration 26Q: 3 clusters Score -773047.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -773047.812500 Penalty: 4339.867188
	Iteration 27Q: 3 clusters Score -773047.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -773048.500000 Penalty: 4339.867188
	Iteration 28Q: 3 clusters Score -773048.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -773050.000000 Penalty: 4339.867188
	Iteration 29Q: 3 clusters Score -773050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -773051.875000 Penalty: 4339.867188
	Iteration 30Q: 3 clusters Score -773051.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -773052.187500 Penalty: 4339.867188
	Iteration 31Q: 3 clusters Score -773052.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -773051.375000 Penalty: 4339.867188
	Iteration 32Q: 3 clusters Score -773051.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -773052.437500 Penalty: 4339.867188
	Iteration 33Q: 3 clusters Score -773052.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -773054.937500 Penalty: 4339.867188
	Iteration 34Q: 3 clusters Score -773054.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -773055.562500 Penalty: 4339.867188
	Iteration 35Q: 3 clusters Score -773055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -773056.812500 Penalty: 4339.867188
	Iteration 36Q: 3 clusters Score -773056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -773058.000000 Penalty: 4339.867188
	Iteration 37Q: 3 clusters Score -773058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -773057.375000 Penalty: 4339.867188
	Iteration 38Q: 3 clusters Score -773057.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -773058.312500 Penalty: 4339.867188
	Iteration 39Q: 3 clusters Score -773058.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -773058.687500 Penalty: 4339.867188
	Iteration 40F: 3 clusters Score -773058.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -773059.000000 Penalty: 4339.867188
	Iteration 41Q: 3 clusters Score -773059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -773061.187500 Penalty: 4339.867188
	Iteration 42Q: 3 clusters Score -773061.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -773067.000000 Penalty: 4339.867188
	Iteration 43Q: 3 clusters Score -773067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -773068.312500 Penalty: 4339.867188
	Iteration 44Q: 3 clusters Score -773068.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -773072.750000 Penalty: 4339.867188
	Iteration 45Q: 3 clusters Score -773072.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -773075.687500 Penalty: 4339.867188
	Iteration 46Q: 3 clusters Score -773075.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -773078.687500 Penalty: 4339.867188
	Iteration 47Q: 3 clusters Score -773078.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -773079.125000 Penalty: 4339.867188
	Iteration 48Q: 3 clusters Score -773079.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -773082.062500 Penalty: 4339.867188
	Iteration 49Q: 3 clusters Score -773082.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -773084.562500 Penalty: 4339.867188
	Iteration 50Q: 3 clusters Score -773084.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -773088.125000 Penalty: 4339.867188
	Iteration 51Q: 3 clusters Score -773088.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -773091.250000 Penalty: 4339.867188
	Iteration 52Q: 3 clusters Score -773091.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -773093.812500 Penalty: 4339.867188
	Iteration 53Q: 3 clusters Score -773093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -773095.375000 Penalty: 4339.867188
	Iteration 54Q: 3 clusters Score -773095.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -773098.062500 Penalty: 4339.867188
	Iteration 55Q: 3 clusters Score -773098.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -773098.187500 Penalty: 4339.867188
	Iteration 56Q: 3 clusters Score -773098.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -773099.812500 Penalty: 4339.867188
	Iteration 57Q: 3 clusters Score -773099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -773101.937500 Penalty: 4339.867188
	Iteration 58Q: 3 clusters Score -773101.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -773103.375000 Penalty: 4339.867188
	Iteration 59Q: 3 clusters Score -773103.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -773108.312500 Penalty: 4339.867188
	Iteration 60F: 3 clusters Score -773108.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -773109.062500 Penalty: 4339.867188
	Iteration 61Q: 3 clusters Score -773109.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -773112.625000 Penalty: 4339.867188
	Iteration 62Q: 3 clusters Score -773112.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -773113.875000 Penalty: 4339.867188
	Iteration 63Q: 3 clusters Score -773113.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -773115.437500 Penalty: 4339.867188
	Iteration 64Q: 3 clusters Score -773115.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -773117.750000 Penalty: 4339.867188
	Iteration 65Q: 3 clusters Score -773117.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -773119.750000 Penalty: 4339.867188
	Iteration 66Q: 3 clusters Score -773119.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -773125.125000 Penalty: 4339.867188
	Iteration 67Q: 3 clusters Score -773125.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -773125.937500 Penalty: 4339.867188
	Iteration 68Q: 3 clusters Score -773125.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -773126.687500 Penalty: 4339.867188
	Iteration 69Q: 3 clusters Score -773126.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -773126.500000 Penalty: 4339.867188
	Iteration 70Q: 3 clusters Score -773126.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -773127.937500 Penalty: 4339.867188
	Iteration 71Q: 3 clusters Score -773127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -773128.000000 Penalty: 4339.867188
	Iteration 72Q: 3 clusters Score -773128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -773132.312500 Penalty: 4339.867188
	Iteration 73Q: 3 clusters Score -773132.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -773132.562500 Penalty: 4339.867188
	Iteration 74Q: 3 clusters Score -773132.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -773135.750000 Penalty: 4339.867188
	Iteration 75Q: 3 clusters Score -773135.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -773136.625000 Penalty: 4339.867188
	Iteration 76Q: 3 clusters Score -773136.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -773140.000000 Penalty: 4339.867188
	Iteration 77Q: 3 clusters Score -773140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -773142.625000 Penalty: 4339.867188
	Iteration 78Q: 3 clusters Score -773142.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -773149.375000 Penalty: 4339.867188
	Iteration 79Q: 3 clusters Score -773149.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -773154.000000 Penalty: 4339.867188
	Iteration 80F: 3 clusters Score -773154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -773159.625000 Penalty: 4339.867188
	Iteration 81Q: 3 clusters Score -773159.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -773166.625000 Penalty: 4339.867188
	Iteration 82Q: 3 clusters Score -773166.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -773173.562500 Penalty: 4339.867188
	Iteration 83Q: 3 clusters Score -773173.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -773179.312500 Penalty: 4339.867188
	Iteration 84Q: 3 clusters Score -773179.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -773182.062500 Penalty: 4339.867188
	Iteration 85Q: 3 clusters Score -773182.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -773190.875000 Penalty: 4339.867188
	Iteration 86Q: 3 clusters Score -773190.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -773197.500000 Penalty: 4339.867188
	Iteration 87Q: 3 clusters Score -773197.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -773205.062500 Penalty: 4339.867188
	Iteration 88Q: 3 clusters Score -773205.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -773208.812500 Penalty: 4339.867188
	Iteration 89Q: 3 clusters Score -773208.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -773215.750000 Penalty: 4339.867188
	Iteration 90Q: 3 clusters Score -773215.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -773226.625000 Penalty: 4339.867188
	Iteration 91Q: 3 clusters Score -773226.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -773237.250000 Penalty: 4339.867188
	Iteration 92Q: 3 clusters Score -773237.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -773242.812500 Penalty: 4339.867188
	Iteration 93Q: 3 clusters Score -773242.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -773251.750000 Penalty: 4339.867188
	Iteration 94Q: 3 clusters Score -773251.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -773259.312500 Penalty: 4339.867188
	Iteration 95Q: 3 clusters Score -773259.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -773271.875000 Penalty: 4339.867188
	Iteration 96Q: 3 clusters Score -773271.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -773279.312500 Penalty: 4339.867188
	Iteration 97Q: 3 clusters Score -773279.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -773285.250000 Penalty: 4339.867188
	Iteration 98Q: 3 clusters Score -773285.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -773290.875000 Penalty: 4339.867188
	Iteration 99Q: 3 clusters Score -773290.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -773293.187500 Penalty: 4339.867188
	Iteration 100F: 3 clusters Score -773293.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -773296.375000 Penalty: 4339.867188
	Iteration 101Q: 3 clusters Score -773296.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -773298.812500 Penalty: 4339.867188
	Iteration 102Q: 3 clusters Score -773298.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -773304.125000 Penalty: 4339.867188
	Iteration 103Q: 3 clusters Score -773304.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -773307.625000 Penalty: 4339.867188
	Iteration 104Q: 3 clusters Score -773307.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -773311.187500 Penalty: 4339.867188
	Iteration 105Q: 3 clusters Score -773311.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -773315.500000 Penalty: 4339.867188
	Iteration 106Q: 3 clusters Score -773315.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -773320.250000 Penalty: 4339.867188
	Iteration 107Q: 3 clusters Score -773320.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -773323.062500 Penalty: 4339.867188
	Iteration 108Q: 3 clusters Score -773323.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -773326.562500 Penalty: 4339.867188
	Iteration 109Q: 3 clusters Score -773326.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -773329.875000 Penalty: 4339.867188
	Iteration 110Q: 3 clusters Score -773329.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -773334.687500 Penalty: 4339.867188
	Iteration 111Q: 3 clusters Score -773334.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -773334.812500 Penalty: 4339.867188
	Iteration 112Q: 3 clusters Score -773334.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -773339.062500 Penalty: 4339.867188
	Iteration 113Q: 3 clusters Score -773339.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -773341.062500 Penalty: 4339.867188
	Iteration 114Q: 3 clusters Score -773341.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -773341.250000 Penalty: 4339.867188
	Iteration 115Q: 3 clusters Score -773341.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -773345.875000 Penalty: 4339.867188
	Iteration 116Q: 3 clusters Score -773345.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -773345.625000 Penalty: 4339.867188
	Iteration 117Q: 3 clusters Score -773345.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -773348.125000 Penalty: 4339.867188
	Iteration 118Q: 3 clusters Score -773348.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -773350.000000 Penalty: 4339.867188
	Iteration 119Q: 3 clusters Score -773350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -773353.625000 Penalty: 4339.867188
	Iteration 120F: 3 clusters Score -773353.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -773356.125000 Penalty: 4339.867188
	Iteration 121Q: 3 clusters Score -773356.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -773359.000000 Penalty: 4339.867188
	Iteration 122Q: 3 clusters Score -773359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -773358.750000 Penalty: 4339.867188
	Iteration 123Q: 3 clusters Score -773358.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -773359.625000 Penalty: 4339.867188
	Iteration 124Q: 3 clusters Score -773359.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -773359.250000 Penalty: 4339.867188
	Iteration 125Q: 3 clusters Score -773359.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -773358.812500 Penalty: 4339.867188
	Iteration 126Q: 3 clusters Score -773358.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -773362.000000 Penalty: 4339.867188
	Iteration 127Q: 3 clusters Score -773362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -773362.937500 Penalty: 4339.867188
	Iteration 128Q: 3 clusters Score -773362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -773363.687500 Penalty: 4339.867188
	Iteration 129Q: 3 clusters Score -773363.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -773363.687500 Penalty: 4339.867188
	Iteration 130Q: 3 clusters Score -773363.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -773363.687500 Penalty: 4339.867188
	Iteration 131F: 3 clusters Score -773363.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Entering Unmasked Estep 
Score: -637876.187500 Penalty: 2115.809570
	Iteration 0F: 2 clusters Score -637876.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -633379.312500 Penalty: 4231.619141
	Iteration 0F: 3 clusters Score -633379.3 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -634531.000000 Penalty: 4231.619141
	Iteration 1F: 3 clusters Score -634531 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -634786.250000 Penalty: 4231.619141
	Iteration 2F: 3 clusters Score -634786.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -634973.562500 Penalty: 4231.619141
	Iteration 3F: 3 clusters Score -634973.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -635100.125000 Penalty: 4231.619141
	Iteration 4Q: 3 clusters Score -635100.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -635217.375000 Penalty: 4231.619141
	Iteration 5Q: 3 clusters Score -635217.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -635327.062500 Penalty: 4231.619141
	Iteration 6Q: 3 clusters Score -635327.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -635441.062500 Penalty: 4231.619141
	Iteration 7Q: 3 clusters Score -635441.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -635548.312500 Penalty: 4231.619141
	Iteration 8Q: 3 clusters Score -635548.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -635643.125000 Penalty: 4231.619141
	Iteration 9Q: 3 clusters Score -635643.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -635731.250000 Penalty: 4231.619141
	Iteration 10Q: 3 clusters Score -635731.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -635794.187500 Penalty: 4231.619141
	Iteration 11Q: 3 clusters Score -635794.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -635837.687500 Penalty: 4231.619141
	Iteration 12Q: 3 clusters Score -635837.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -635868.375000 Penalty: 4231.619141
	Iteration 13Q: 3 clusters Score -635868.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -635889.250000 Penalty: 4231.619141
	Iteration 14Q: 3 clusters Score -635889.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -635907.812500 Penalty: 4231.619141
	Iteration 15Q: 3 clusters Score -635907.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -635927.187500 Penalty: 4231.619141
	Iteration 16Q: 3 clusters Score -635927.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -635938.312500 Penalty: 4231.619141
	Iteration 17Q: 3 clusters Score -635938.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -635948.500000 Penalty: 4231.619141
	Iteration 18Q: 3 clusters Score -635948.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -635957.437500 Penalty: 4231.619141
	Iteration 19Q: 3 clusters Score -635957.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -635965.312500 Penalty: 4231.619141
	Iteration 20F: 3 clusters Score -635965.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -635969.562500 Penalty: 4231.619141
	Iteration 21Q: 3 clusters Score -635969.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -635974.250000 Penalty: 4231.619141
	Iteration 22Q: 3 clusters Score -635974.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -635980.750000 Penalty: 4231.619141
	Iteration 23Q: 3 clusters Score -635980.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -635988.312500 Penalty: 4231.619141
	Iteration 24Q: 3 clusters Score -635988.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -635993.312500 Penalty: 4231.619141
	Iteration 25Q: 3 clusters Score -635993.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -635994.750000 Penalty: 4231.619141
	Iteration 26Q: 3 clusters Score -635994.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -636000.625000 Penalty: 4231.619141
	Iteration 27Q: 3 clusters Score -636000.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -636002.375000 Penalty: 4231.619141
	Iteration 28Q: 3 clusters Score -636002.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -636002.625000 Penalty: 4231.619141
	Iteration 29Q: 3 clusters Score -636002.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -636005.375000 Penalty: 4231.619141
	Iteration 30Q: 3 clusters Score -636005.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -636007.375000 Penalty: 4231.619141
	Iteration 31Q: 3 clusters Score -636007.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -636007.687500 Penalty: 4231.619141
	Iteration 32Q: 3 clusters Score -636007.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -636007.687500 Penalty: 4231.619141
	Iteration 33F: 3 clusters Score -636007.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Entering Unmasked Estep 
Score: -1138688.000000 Penalty: 2252.095215
	Iteration 0F: 2 clusters Score -1138688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1131805.500000 Penalty: 4504.190430
	Iteration 0F: 3 clusters Score -1131806 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1133654.375000 Penalty: 4504.190430
	Iteration 1F: 3 clusters Score -1133654 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1133919.250000 Penalty: 4504.190430
	Iteration 2F: 3 clusters Score -1133919 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1134102.500000 Penalty: 4504.190430
	Iteration 3Q: 3 clusters Score -1134102 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1134268.625000 Penalty: 4504.190430
	Iteration 4Q: 3 clusters Score -1134269 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1134409.375000 Penalty: 4504.190430
	Iteration 5Q: 3 clusters Score -1134409 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1134551.875000 Penalty: 4504.190430
	Iteration 6Q: 3 clusters Score -1134552 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1134718.500000 Penalty: 4504.190430
	Iteration 7Q: 3 clusters Score -1134718 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1134908.875000 Penalty: 4504.190430
	Iteration 8Q: 3 clusters Score -1134909 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1135112.375000 Penalty: 4504.190430
	Iteration 9Q: 3 clusters Score -1135112 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1135313.250000 Penalty: 4504.190430
	Iteration 10Q: 3 clusters Score -1135313 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1135507.125000 Penalty: 4504.190430
	Iteration 11Q: 3 clusters Score -1135507 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1135696.250000 Penalty: 4504.190430
	Iteration 12Q: 3 clusters Score -1135696 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1135866.750000 Penalty: 4504.190430
	Iteration 13Q: 3 clusters Score -1135867 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1136018.375000 Penalty: 4504.190430
	Iteration 14Q: 3 clusters Score -1136018 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1136141.875000 Penalty: 4504.190430
	Iteration 15Q: 3 clusters Score -1136142 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1136263.250000 Penalty: 4504.190430
	Iteration 16Q: 3 clusters Score -1136263 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1136381.375000 Penalty: 4504.190430
	Iteration 17Q: 3 clusters Score -1136381 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1136468.250000 Penalty: 4504.190430
	Iteration 18Q: 3 clusters Score -1136468 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1136525.125000 Penalty: 4504.190430
	Iteration 19Q: 3 clusters Score -1136525 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1136569.625000 Penalty: 4504.190430
	Iteration 20F: 3 clusters Score -1136570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1136612.750000 Penalty: 4504.190430
	Iteration 21Q: 3 clusters Score -1136613 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1136639.000000 Penalty: 4504.190430
	Iteration 22Q: 3 clusters Score -1136639 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1136660.500000 Penalty: 4504.190430
	Iteration 23Q: 3 clusters Score -1136660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1136688.250000 Penalty: 4504.190430
	Iteration 24Q: 3 clusters Score -1136688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1136703.125000 Penalty: 4504.190430
	Iteration 25Q: 3 clusters Score -1136703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1136723.125000 Penalty: 4504.190430
	Iteration 26Q: 3 clusters Score -1136723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1136733.625000 Penalty: 4504.190430
	Iteration 27Q: 3 clusters Score -1136734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1136746.500000 Penalty: 4504.190430
	Iteration 28Q: 3 clusters Score -1136746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1136757.125000 Penalty: 4504.190430
	Iteration 29Q: 3 clusters Score -1136757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1136768.875000 Penalty: 4504.190430
	Iteration 30Q: 3 clusters Score -1136769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1136779.000000 Penalty: 4504.190430
	Iteration 31Q: 3 clusters Score -1136779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1136785.250000 Penalty: 4504.190430
	Iteration 32Q: 3 clusters Score -1136785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1136787.375000 Penalty: 4504.190430
	Iteration 33Q: 3 clusters Score -1136787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1136789.875000 Penalty: 4504.190430
	Iteration 34Q: 3 clusters Score -1136790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1136793.500000 Penalty: 4504.190430
	Iteration 35Q: 3 clusters Score -1136794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1136794.375000 Penalty: 4504.190430
	Iteration 36Q: 3 clusters Score -1136794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1136794.375000 Penalty: 4504.190430
	Iteration 37F: 3 clusters Score -1136794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (78288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78288 members 
Entering Unmasked Estep 
Score: -10146695.000000 Penalty: 2794.500977
	Iteration 0F: 2 clusters Score -1.01467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -10094140.000000 Penalty: 5589.001953
	Iteration 0F: 3 clusters Score -1.009414e+07 nChanged 36905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -10115259.000000 Penalty: 5589.001953
	Iteration 1F: 3 clusters Score -1.011526e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -10116016.000000 Penalty: 5589.001953
	Iteration 2Q: 3 clusters Score -1.011602e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -10116783.000000 Penalty: 5589.001953
	Iteration 3Q: 3 clusters Score -1.011678e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -10117670.000000 Penalty: 5589.001953
	Iteration 4Q: 3 clusters Score -1.011767e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -10118769.000000 Penalty: 5589.001953
	Iteration 5Q: 3 clusters Score -1.011877e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -10120406.000000 Penalty: 5589.001953
	Iteration 6Q: 3 clusters Score -1.012041e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -10122412.000000 Penalty: 5589.001953
	Iteration 7F: 3 clusters Score -1.012241e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -10124973.000000 Penalty: 5589.001953
	Iteration 8F: 3 clusters Score -1.012497e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -10127990.000000 Penalty: 5589.001953
	Iteration 9F: 3 clusters Score -1.012799e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -10130968.000000 Penalty: 5589.001953
	Iteration 10F: 3 clusters Score -1.013097e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61153 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -10133609.000000 Penalty: 5589.001953
	Iteration 11Q: 3 clusters Score -1.013361e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -10135625.000000 Penalty: 5589.001953
	Iteration 12Q: 3 clusters Score -1.013562e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65239 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -10137033.000000 Penalty: 5589.001953
	Iteration 13Q: 3 clusters Score -1.013703e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66739 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -10138042.000000 Penalty: 5589.001953
	Iteration 14Q: 3 clusters Score -1.013804e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68104 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -10138995.000000 Penalty: 5589.001953
	Iteration 15Q: 3 clusters Score -1.0139e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -10139792.000000 Penalty: 5589.001953
	Iteration 16Q: 3 clusters Score -1.013979e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70584 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -10140504.000000 Penalty: 5589.001953
	Iteration 17Q: 3 clusters Score -1.01405e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71647 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -10141143.000000 Penalty: 5589.001953
	Iteration 18Q: 3 clusters Score -1.014114e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -10141822.000000 Penalty: 5589.001953
	Iteration 19Q: 3 clusters Score -1.014182e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73501 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -10142356.000000 Penalty: 5589.001953
	Iteration 20F: 3 clusters Score -1.014236e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74233 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -10142821.000000 Penalty: 5589.001953
	Iteration 21Q: 3 clusters Score -1.014282e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74824 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -10143268.000000 Penalty: 5589.001953
	Iteration 22Q: 3 clusters Score -1.014327e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75301 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -10143585.000000 Penalty: 5589.001953
	Iteration 23Q: 3 clusters Score -1.014358e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -10143800.000000 Penalty: 5589.001953
	Iteration 24Q: 3 clusters Score -1.01438e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -10143984.000000 Penalty: 5589.001953
	Iteration 25Q: 3 clusters Score -1.014398e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -10144106.000000 Penalty: 5589.001953
	Iteration 26Q: 3 clusters Score -1.014411e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76232 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -10144178.000000 Penalty: 5589.001953
	Iteration 27Q: 3 clusters Score -1.014418e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76346 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -10144238.000000 Penalty: 5589.001953
	Iteration 28Q: 3 clusters Score -1.014424e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76451 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -10144295.000000 Penalty: 5589.001953
	Iteration 29Q: 3 clusters Score -1.01443e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76545 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -10144333.000000 Penalty: 5589.001953
	Iteration 30Q: 3 clusters Score -1.014433e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76617 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -10144346.000000 Penalty: 5589.001953
	Iteration 31Q: 3 clusters Score -1.014435e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76682 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -10144376.000000 Penalty: 5589.001953
	Iteration 32Q: 3 clusters Score -1.014438e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76736 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -10144400.000000 Penalty: 5589.001953
	Iteration 33Q: 3 clusters Score -1.01444e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -10144427.000000 Penalty: 5589.001953
	Iteration 34Q: 3 clusters Score -1.014443e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76798 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -10144437.000000 Penalty: 5589.001953
	Iteration 35Q: 3 clusters Score -1.014444e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76826 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -10144452.000000 Penalty: 5589.001953
	Iteration 36Q: 3 clusters Score -1.014445e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76841 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -10144475.000000 Penalty: 5589.001953
	Iteration 37Q: 3 clusters Score -1.014448e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76860 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -10144469.000000 Penalty: 5589.001953
	Iteration 38Q: 3 clusters Score -1.014447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -10144465.000000 Penalty: 5589.001953
	Iteration 39Q: 3 clusters Score -1.014446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76900 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -10144475.000000 Penalty: 5589.001953
	Iteration 40F: 3 clusters Score -1.014448e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -10144481.000000 Penalty: 5589.001953
	Iteration 41Q: 3 clusters Score -1.014448e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76935 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -10144484.000000 Penalty: 5589.001953
	Iteration 42Q: 3 clusters Score -1.014448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76953 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -10144493.000000 Penalty: 5589.001953
	Iteration 43Q: 3 clusters Score -1.014449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76964 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -10144496.000000 Penalty: 5589.001953
	Iteration 44Q: 3 clusters Score -1.01445e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76978 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -10144498.000000 Penalty: 5589.001953
	Iteration 45Q: 3 clusters Score -1.01445e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76988 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -10144489.000000 Penalty: 5589.001953
	Iteration 46Q: 3 clusters Score -1.014449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76992 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -10144485.000000 Penalty: 5589.001953
	Iteration 47Q: 3 clusters Score -1.014448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76995 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -10144492.000000 Penalty: 5589.001953
	Iteration 48Q: 3 clusters Score -1.014449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76998 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -10144496.000000 Penalty: 5589.001953
	Iteration 49Q: 3 clusters Score -1.01445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77004 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -10144498.000000 Penalty: 5589.001953
	Iteration 50Q: 3 clusters Score -1.01445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77009 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -10144519.000000 Penalty: 5589.001953
	Iteration 51Q: 3 clusters Score -1.014452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -10144517.000000 Penalty: 5589.001953
	Iteration 52Q: 3 clusters Score -1.014452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77025 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -10144510.000000 Penalty: 5589.001953
	Iteration 53Q: 3 clusters Score -1.014451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -10144523.000000 Penalty: 5589.001953
	Iteration 54Q: 3 clusters Score -1.014452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77044 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -10144530.000000 Penalty: 5589.001953
	Iteration 55Q: 3 clusters Score -1.014453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -10144538.000000 Penalty: 5589.001953
	Iteration 56Q: 3 clusters Score -1.014454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77060 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -10144531.000000 Penalty: 5589.001953
	Iteration 57Q: 3 clusters Score -1.014453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -10144539.000000 Penalty: 5589.001953
	Iteration 58Q: 3 clusters Score -1.014454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -10144548.000000 Penalty: 5589.001953
	Iteration 59Q: 3 clusters Score -1.014455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77077 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -10144553.000000 Penalty: 5589.001953
	Iteration 60F: 3 clusters Score -1.014455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77077 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -10144556.000000 Penalty: 5589.001953
	Iteration 61Q: 3 clusters Score -1.014456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77076 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -10144560.000000 Penalty: 5589.001953
	Iteration 62Q: 3 clusters Score -1.014456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77077 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -10144554.000000 Penalty: 5589.001953
	Iteration 63Q: 3 clusters Score -1.014455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77077 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -10144554.000000 Penalty: 5589.001953
	Iteration 64F: 3 clusters Score -1.014455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Entering Unmasked Estep 
Score: -2656294.000000 Penalty: 2464.967529
	Iteration 0F: 2 clusters Score -2656294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2641719.000000 Penalty: 4929.935059
	Iteration 0F: 3 clusters Score -2641719 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2646534.250000 Penalty: 4929.935059
	Iteration 1F: 3 clusters Score -2646534 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2646900.250000 Penalty: 4929.935059
	Iteration 2F: 3 clusters Score -2646900 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2647254.250000 Penalty: 4929.935059
	Iteration 3Q: 3 clusters Score -2647254 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2647565.500000 Penalty: 4929.935059
	Iteration 4Q: 3 clusters Score -2647566 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2647885.250000 Penalty: 4929.935059
	Iteration 5Q: 3 clusters Score -2647885 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2648244.000000 Penalty: 4929.935059
	Iteration 6Q: 3 clusters Score -2648244 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2648729.750000 Penalty: 4929.935059
	Iteration 7Q: 3 clusters Score -2648730 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2649363.250000 Penalty: 4929.935059
	Iteration 8Q: 3 clusters Score -2649363 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2650123.500000 Penalty: 4929.935059
	Iteration 9F: 3 clusters Score -2650124 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2650892.250000 Penalty: 4929.935059
	Iteration 10F: 3 clusters Score -2650892 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2651579.000000 Penalty: 4929.935059
	Iteration 11F: 3 clusters Score -2651579 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2652117.000000 Penalty: 4929.935059
	Iteration 12Q: 3 clusters Score -2652117 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2652551.250000 Penalty: 4929.935059
	Iteration 13Q: 3 clusters Score -2652551 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2652906.500000 Penalty: 4929.935059
	Iteration 14Q: 3 clusters Score -2652906 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2653238.750000 Penalty: 4929.935059
	Iteration 15Q: 3 clusters Score -2653239 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2653564.750000 Penalty: 4929.935059
	Iteration 16Q: 3 clusters Score -2653565 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2653780.750000 Penalty: 4929.935059
	Iteration 17Q: 3 clusters Score -2653781 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2653948.250000 Penalty: 4929.935059
	Iteration 18Q: 3 clusters Score -2653948 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2654085.000000 Penalty: 4929.935059
	Iteration 19Q: 3 clusters Score -2654085 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2654227.500000 Penalty: 4929.935059
	Iteration 20F: 3 clusters Score -2654228 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2654343.500000 Penalty: 4929.935059
	Iteration 21Q: 3 clusters Score -2654344 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2654499.250000 Penalty: 4929.935059
	Iteration 22Q: 3 clusters Score -2654499 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2654629.000000 Penalty: 4929.935059
	Iteration 23Q: 3 clusters Score -2654629 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2654753.250000 Penalty: 4929.935059
	Iteration 24Q: 3 clusters Score -2654753 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2654864.250000 Penalty: 4929.935059
	Iteration 25Q: 3 clusters Score -2654864 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2654949.000000 Penalty: 4929.935059
	Iteration 26Q: 3 clusters Score -2654949 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2655011.250000 Penalty: 4929.935059
	Iteration 27Q: 3 clusters Score -2655011 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2655050.750000 Penalty: 4929.935059
	Iteration 28Q: 3 clusters Score -2655051 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2655072.500000 Penalty: 4929.935059
	Iteration 29Q: 3 clusters Score -2655072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2655072.750000 Penalty: 4929.935059
	Iteration 30Q: 3 clusters Score -2655073 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2655092.250000 Penalty: 4929.935059
	Iteration 31Q: 3 clusters Score -2655092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2655093.000000 Penalty: 4929.935059
	Iteration 32Q: 3 clusters Score -2655093 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2655104.500000 Penalty: 4929.935059
	Iteration 33Q: 3 clusters Score -2655104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2655102.500000 Penalty: 4929.935059
	Iteration 34Q: 3 clusters Score -2655102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2655103.500000 Penalty: 4929.935059
	Iteration 35Q: 3 clusters Score -2655104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2655110.750000 Penalty: 4929.935059
	Iteration 36Q: 3 clusters Score -2655111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2655118.250000 Penalty: 4929.935059
	Iteration 37Q: 3 clusters Score -2655118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2655114.000000 Penalty: 4929.935059
	Iteration 38Q: 3 clusters Score -2655114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2655118.250000 Penalty: 4929.935059
	Iteration 39Q: 3 clusters Score -2655118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2655121.750000 Penalty: 4929.935059
	Iteration 40F: 3 clusters Score -2655122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2655123.750000 Penalty: 4929.935059
	Iteration 41Q: 3 clusters Score -2655124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2655122.000000 Penalty: 4929.935059
	Iteration 42Q: 3 clusters Score -2655122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2655122.750000 Penalty: 4929.935059
	Iteration 43Q: 3 clusters Score -2655123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2655122.250000 Penalty: 4929.935059
	Iteration 44Q: 3 clusters Score -2655122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2655120.500000 Penalty: 4929.935059
	Iteration 45Q: 3 clusters Score -2655120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2655121.500000 Penalty: 4929.935059
	Iteration 46Q: 3 clusters Score -2655122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2655118.750000 Penalty: 4929.935059
	Iteration 47Q: 3 clusters Score -2655119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2655119.750000 Penalty: 4929.935059
	Iteration 48Q: 3 clusters Score -2655120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2655124.500000 Penalty: 4929.935059
	Iteration 49Q: 3 clusters Score -2655124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2655122.000000 Penalty: 4929.935059
	Iteration 50Q: 3 clusters Score -2655122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2655123.500000 Penalty: 4929.935059
	Iteration 51Q: 3 clusters Score -2655124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2655123.750000 Penalty: 4929.935059
	Iteration 52Q: 3 clusters Score -2655124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2655122.750000 Penalty: 4929.935059
	Iteration 53Q: 3 clusters Score -2655123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2655121.000000 Penalty: 4929.935059
	Iteration 54Q: 3 clusters Score -2655121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2655123.250000 Penalty: 4929.935059
	Iteration 55Q: 3 clusters Score -2655123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2655125.000000 Penalty: 4929.935059
	Iteration 56Q: 3 clusters Score -2655125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2655125.500000 Penalty: 4929.935059
	Iteration 57Q: 3 clusters Score -2655126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2655125.500000 Penalty: 4929.935059
	Iteration 58F: 3 clusters Score -2655126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Entering Unmasked Estep 
Score: -1382111.875000 Penalty: 2318.587891
	Iteration 0F: 2 clusters Score -1382112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1373487.625000 Penalty: 4637.175781
	Iteration 0F: 3 clusters Score -1373488 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1376260.375000 Penalty: 4637.175781
	Iteration 1F: 3 clusters Score -1376260 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1376746.125000 Penalty: 4637.175781
	Iteration 2F: 3 clusters Score -1376746 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1377242.250000 Penalty: 4637.175781
	Iteration 3F: 3 clusters Score -1377242 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1377812.500000 Penalty: 4637.175781
	Iteration 4F: 3 clusters Score -1377812 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1378470.875000 Penalty: 4637.175781
	Iteration 5F: 3 clusters Score -1378471 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1379119.000000 Penalty: 4637.175781
	Iteration 6F: 3 clusters Score -1379119 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1379624.500000 Penalty: 4637.175781
	Iteration 7F: 3 clusters Score -1379624 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1379936.375000 Penalty: 4637.175781
	Iteration 8Q: 3 clusters Score -1379936 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1380123.000000 Penalty: 4637.175781
	Iteration 9Q: 3 clusters Score -1380123 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1380236.750000 Penalty: 4637.175781
	Iteration 10Q: 3 clusters Score -1380237 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1380310.375000 Penalty: 4637.175781
	Iteration 11Q: 3 clusters Score -1380310 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1380357.750000 Penalty: 4637.175781
	Iteration 12Q: 3 clusters Score -1380358 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1380400.250000 Penalty: 4637.175781
	Iteration 13Q: 3 clusters Score -1380400 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1380430.625000 Penalty: 4637.175781
	Iteration 14Q: 3 clusters Score -1380431 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1380453.375000 Penalty: 4637.175781
	Iteration 15Q: 3 clusters Score -1380453 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1380469.250000 Penalty: 4637.175781
	Iteration 16Q: 3 clusters Score -1380469 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1380486.000000 Penalty: 4637.175781
	Iteration 17Q: 3 clusters Score -1380486 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1380498.750000 Penalty: 4637.175781
	Iteration 18Q: 3 clusters Score -1380499 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1380523.250000 Penalty: 4637.175781
	Iteration 19Q: 3 clusters Score -1380523 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1380544.125000 Penalty: 4637.175781
	Iteration 20F: 3 clusters Score -1380544 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1380562.500000 Penalty: 4637.175781
	Iteration 21Q: 3 clusters Score -1380562 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1380587.625000 Penalty: 4637.175781
	Iteration 22Q: 3 clusters Score -1380588 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1380617.625000 Penalty: 4637.175781
	Iteration 23Q: 3 clusters Score -1380618 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1380659.625000 Penalty: 4637.175781
	Iteration 24Q: 3 clusters Score -1380660 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1380734.375000 Penalty: 4637.175781
	Iteration 25Q: 3 clusters Score -1380734 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1380826.000000 Penalty: 4637.175781
	Iteration 26Q: 3 clusters Score -1380826 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1380920.125000 Penalty: 4637.175781
	Iteration 27Q: 3 clusters Score -1380920 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1380975.875000 Penalty: 4637.175781
	Iteration 28Q: 3 clusters Score -1380976 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1381026.125000 Penalty: 4637.175781
	Iteration 29Q: 3 clusters Score -1381026 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1381058.375000 Penalty: 4637.175781
	Iteration 30Q: 3 clusters Score -1381058 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1381081.750000 Penalty: 4637.175781
	Iteration 31Q: 3 clusters Score -1381082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1381091.750000 Penalty: 4637.175781
	Iteration 32Q: 3 clusters Score -1381092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1381103.375000 Penalty: 4637.175781
	Iteration 33Q: 3 clusters Score -1381103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1381115.500000 Penalty: 4637.175781
	Iteration 34Q: 3 clusters Score -1381116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1381124.375000 Penalty: 4637.175781
	Iteration 35Q: 3 clusters Score -1381124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1381136.375000 Penalty: 4637.175781
	Iteration 36Q: 3 clusters Score -1381136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1381139.750000 Penalty: 4637.175781
	Iteration 37Q: 3 clusters Score -1381140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1381145.000000 Penalty: 4637.175781
	Iteration 38Q: 3 clusters Score -1381145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1381146.750000 Penalty: 4637.175781
	Iteration 39Q: 3 clusters Score -1381147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1381145.250000 Penalty: 4637.175781
	Iteration 40F: 3 clusters Score -1381145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1381144.000000 Penalty: 4637.175781
	Iteration 41Q: 3 clusters Score -1381144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1381144.750000 Penalty: 4637.175781
	Iteration 42Q: 3 clusters Score -1381145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1381146.500000 Penalty: 4637.175781
	Iteration 43Q: 3 clusters Score -1381146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1381150.625000 Penalty: 4637.175781
	Iteration 44Q: 3 clusters Score -1381151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1381151.500000 Penalty: 4637.175781
	Iteration 45Q: 3 clusters Score -1381152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1381153.125000 Penalty: 4637.175781
	Iteration 46Q: 3 clusters Score -1381153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1381154.250000 Penalty: 4637.175781
	Iteration 47Q: 3 clusters Score -1381154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1381155.000000 Penalty: 4637.175781
	Iteration 48Q: 3 clusters Score -1381155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1381153.000000 Penalty: 4637.175781
	Iteration 49Q: 3 clusters Score -1381153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1381156.125000 Penalty: 4637.175781
	Iteration 50Q: 3 clusters Score -1381156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1381157.750000 Penalty: 4637.175781
	Iteration 51Q: 3 clusters Score -1381158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1381157.875000 Penalty: 4637.175781
	Iteration 52Q: 3 clusters Score -1381158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1381157.875000 Penalty: 4637.175781
	Iteration 53Q: 3 clusters Score -1381158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1381158.375000 Penalty: 4637.175781
	Iteration 54Q: 3 clusters Score -1381158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1381158.875000 Penalty: 4637.175781
	Iteration 55Q: 3 clusters Score -1381159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1381160.625000 Penalty: 4637.175781
	Iteration 56Q: 3 clusters Score -1381161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1381161.000000 Penalty: 4637.175781
	Iteration 57Q: 3 clusters Score -1381161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1381160.250000 Penalty: 4637.175781
	Iteration 58Q: 3 clusters Score -1381160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1381160.875000 Penalty: 4637.175781
	Iteration 59Q: 3 clusters Score -1381161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1381160.875000 Penalty: 4637.175781
	Iteration 60F: 3 clusters Score -1381161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Entering Unmasked Estep 
Score: -1016721.750000 Penalty: 2233.401367
	Iteration 0F: 2 clusters Score -1016722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1010226.562500 Penalty: 4466.802734
	Iteration 0F: 3 clusters Score -1010227 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1012081.562500 Penalty: 4466.802734
	Iteration 1F: 3 clusters Score -1012082 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1012430.375000 Penalty: 4466.802734
	Iteration 2F: 3 clusters Score -1012430 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1012646.125000 Penalty: 4466.802734
	Iteration 3F: 3 clusters Score -1012646 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1012811.750000 Penalty: 4466.802734
	Iteration 4Q: 3 clusters Score -1012812 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1012943.312500 Penalty: 4466.802734
	Iteration 5Q: 3 clusters Score -1012943 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1013071.750000 Penalty: 4466.802734
	Iteration 6Q: 3 clusters Score -1013072 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1013173.812500 Penalty: 4466.802734
	Iteration 7Q: 3 clusters Score -1013174 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1013265.250000 Penalty: 4466.802734
	Iteration 8Q: 3 clusters Score -1013265 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1013346.687500 Penalty: 4466.802734
	Iteration 9Q: 3 clusters Score -1013347 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1013446.062500 Penalty: 4466.802734
	Iteration 10Q: 3 clusters Score -1013446 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1013553.000000 Penalty: 4466.802734
	Iteration 11Q: 3 clusters Score -1013553 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1013694.750000 Penalty: 4466.802734
	Iteration 12Q: 3 clusters Score -1013695 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1013848.187500 Penalty: 4466.802734
	Iteration 13Q: 3 clusters Score -1013848 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1014012.687500 Penalty: 4466.802734
	Iteration 14Q: 3 clusters Score -1014013 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1014171.812500 Penalty: 4466.802734
	Iteration 15Q: 3 clusters Score -1014172 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1014302.375000 Penalty: 4466.802734
	Iteration 16Q: 3 clusters Score -1014302 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1014423.375000 Penalty: 4466.802734
	Iteration 17Q: 3 clusters Score -1014423 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1014515.250000 Penalty: 4466.802734
	Iteration 18Q: 3 clusters Score -1014515 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1014594.937500 Penalty: 4466.802734
	Iteration 19Q: 3 clusters Score -1014595 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1014656.875000 Penalty: 4466.802734
	Iteration 20F: 3 clusters Score -1014657 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1014709.875000 Penalty: 4466.802734
	Iteration 21Q: 3 clusters Score -1014710 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1014759.062500 Penalty: 4466.802734
	Iteration 22Q: 3 clusters Score -1014759 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1014803.250000 Penalty: 4466.802734
	Iteration 23Q: 3 clusters Score -1014803 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1014845.437500 Penalty: 4466.802734
	Iteration 24Q: 3 clusters Score -1014845 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1014880.187500 Penalty: 4466.802734
	Iteration 25Q: 3 clusters Score -1014880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1014920.437500 Penalty: 4466.802734
	Iteration 26Q: 3 clusters Score -1014920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1014949.562500 Penalty: 4466.802734
	Iteration 27Q: 3 clusters Score -1014950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1014973.187500 Penalty: 4466.802734
	Iteration 28Q: 3 clusters Score -1014973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1014984.812500 Penalty: 4466.802734
	Iteration 29Q: 3 clusters Score -1014985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1015002.312500 Penalty: 4466.802734
	Iteration 30Q: 3 clusters Score -1015002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1015013.937500 Penalty: 4466.802734
	Iteration 31Q: 3 clusters Score -1015014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1015022.875000 Penalty: 4466.802734
	Iteration 32Q: 3 clusters Score -1015023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1015028.062500 Penalty: 4466.802734
	Iteration 33Q: 3 clusters Score -1015028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1015033.125000 Penalty: 4466.802734
	Iteration 34Q: 3 clusters Score -1015033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1015036.125000 Penalty: 4466.802734
	Iteration 35Q: 3 clusters Score -1015036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1015039.062500 Penalty: 4466.802734
	Iteration 36Q: 3 clusters Score -1015039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1015041.125000 Penalty: 4466.802734
	Iteration 37Q: 3 clusters Score -1015041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1015041.937500 Penalty: 4466.802734
	Iteration 38Q: 3 clusters Score -1015042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1015041.687500 Penalty: 4466.802734
	Iteration 39Q: 3 clusters Score -1015042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1015041.687500 Penalty: 4466.802734
	Iteration 40F: 3 clusters Score -1015042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -26559.046875 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -26559.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25391.849609 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -25391.85 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25541.552734 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -25541.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25568.662109 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -25568.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25589.216797 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -25589.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25616.531250 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -25616.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25632.589844 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -25632.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25646.339844 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -25646.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25646.339844 Penalty: 2773.129639
	Iteration 7F: 3 clusters Score -25646.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (10309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Entering Unmasked Estep 
Score: -1346762.500000 Penalty: 2291.711426
	Iteration 0F: 2 clusters Score -1346762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1338855.375000 Penalty: 4583.422852
	Iteration 0F: 3 clusters Score -1338855 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1341267.625000 Penalty: 4583.422852
	Iteration 1F: 3 clusters Score -1341268 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1341656.375000 Penalty: 4583.422852
	Iteration 2F: 3 clusters Score -1341656 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1341988.625000 Penalty: 4583.422852
	Iteration 3F: 3 clusters Score -1341989 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1342356.375000 Penalty: 4583.422852
	Iteration 4F: 3 clusters Score -1342356 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1342762.375000 Penalty: 4583.422852
	Iteration 5F: 3 clusters Score -1342762 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1343136.125000 Penalty: 4583.422852
	Iteration 6F: 3 clusters Score -1343136 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1343457.625000 Penalty: 4583.422852
	Iteration 7F: 3 clusters Score -1343458 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1343734.500000 Penalty: 4583.422852
	Iteration 8Q: 3 clusters Score -1343734 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1343967.250000 Penalty: 4583.422852
	Iteration 9Q: 3 clusters Score -1343967 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1344159.250000 Penalty: 4583.422852
	Iteration 10Q: 3 clusters Score -1344159 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1344342.625000 Penalty: 4583.422852
	Iteration 11Q: 3 clusters Score -1344343 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1344489.375000 Penalty: 4583.422852
	Iteration 12Q: 3 clusters Score -1344489 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1344613.500000 Penalty: 4583.422852
	Iteration 13Q: 3 clusters Score -1344614 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1344718.750000 Penalty: 4583.422852
	Iteration 14Q: 3 clusters Score -1344719 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1344797.875000 Penalty: 4583.422852
	Iteration 15Q: 3 clusters Score -1344798 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1344869.625000 Penalty: 4583.422852
	Iteration 16Q: 3 clusters Score -1344870 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1344913.250000 Penalty: 4583.422852
	Iteration 17Q: 3 clusters Score -1344913 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1344957.375000 Penalty: 4583.422852
	Iteration 18Q: 3 clusters Score -1344957 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1344988.750000 Penalty: 4583.422852
	Iteration 19Q: 3 clusters Score -1344989 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1345025.625000 Penalty: 4583.422852
	Iteration 20F: 3 clusters Score -1345026 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1345074.250000 Penalty: 4583.422852
	Iteration 21Q: 3 clusters Score -1345074 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1345111.250000 Penalty: 4583.422852
	Iteration 22Q: 3 clusters Score -1345111 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1345143.375000 Penalty: 4583.422852
	Iteration 23Q: 3 clusters Score -1345143 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1345170.500000 Penalty: 4583.422852
	Iteration 24Q: 3 clusters Score -1345170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1345188.375000 Penalty: 4583.422852
	Iteration 25Q: 3 clusters Score -1345188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1345213.625000 Penalty: 4583.422852
	Iteration 26Q: 3 clusters Score -1345214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1345226.625000 Penalty: 4583.422852
	Iteration 27Q: 3 clusters Score -1345227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1345243.000000 Penalty: 4583.422852
	Iteration 28Q: 3 clusters Score -1345243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1345253.000000 Penalty: 4583.422852
	Iteration 29Q: 3 clusters Score -1345253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1345260.500000 Penalty: 4583.422852
	Iteration 30Q: 3 clusters Score -1345260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1345268.500000 Penalty: 4583.422852
	Iteration 31Q: 3 clusters Score -1345268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1345271.125000 Penalty: 4583.422852
	Iteration 32Q: 3 clusters Score -1345271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1345274.250000 Penalty: 4583.422852
	Iteration 33Q: 3 clusters Score -1345274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1345280.000000 Penalty: 4583.422852
	Iteration 34Q: 3 clusters Score -1345280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1345284.375000 Penalty: 4583.422852
	Iteration 35Q: 3 clusters Score -1345284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1345283.250000 Penalty: 4583.422852
	Iteration 36Q: 3 clusters Score -1345283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1345290.875000 Penalty: 4583.422852
	Iteration 37Q: 3 clusters Score -1345291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1345295.625000 Penalty: 4583.422852
	Iteration 38Q: 3 clusters Score -1345296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1345296.625000 Penalty: 4583.422852
	Iteration 39Q: 3 clusters Score -1345297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1345300.250000 Penalty: 4583.422852
	Iteration 40F: 3 clusters Score -1345300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1345304.875000 Penalty: 4583.422852
	Iteration 41Q: 3 clusters Score -1345305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1345306.875000 Penalty: 4583.422852
	Iteration 42Q: 3 clusters Score -1345307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1345310.250000 Penalty: 4583.422852
	Iteration 43Q: 3 clusters Score -1345310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1345314.250000 Penalty: 4583.422852
	Iteration 44Q: 3 clusters Score -1345314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1345316.250000 Penalty: 4583.422852
	Iteration 45Q: 3 clusters Score -1345316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1345317.375000 Penalty: 4583.422852
	Iteration 46Q: 3 clusters Score -1345317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1345323.625000 Penalty: 4583.422852
	Iteration 47Q: 3 clusters Score -1345324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1345325.375000 Penalty: 4583.422852
	Iteration 48Q: 3 clusters Score -1345325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1345328.500000 Penalty: 4583.422852
	Iteration 49Q: 3 clusters Score -1345328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1345328.375000 Penalty: 4583.422852
	Iteration 50Q: 3 clusters Score -1345328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1345327.125000 Penalty: 4583.422852
	Iteration 51Q: 3 clusters Score -1345327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1345327.125000 Penalty: 4583.422852
	Iteration 52F: 3 clusters Score -1345327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Entering Unmasked Estep 
Score: -1127448.250000 Penalty: 2282.097412
	Iteration 0F: 2 clusters Score -1127448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1119892.125000 Penalty: 4564.194824
	Iteration 0F: 3 clusters Score -1119892 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1122752.875000 Penalty: 4564.194824
	Iteration 1F: 3 clusters Score -1122753 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1123807.375000 Penalty: 4564.194824
	Iteration 2F: 3 clusters Score -1123807 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1124711.250000 Penalty: 4564.194824
	Iteration 3F: 3 clusters Score -1124711 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1125320.750000 Penalty: 4564.194824
	Iteration 4F: 3 clusters Score -1125321 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1125692.875000 Penalty: 4564.194824
	Iteration 5F: 3 clusters Score -1125693 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1125973.750000 Penalty: 4564.194824
	Iteration 6Q: 3 clusters Score -1125974 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1126234.625000 Penalty: 4564.194824
	Iteration 7Q: 3 clusters Score -1126235 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1126482.500000 Penalty: 4564.194824
	Iteration 8Q: 3 clusters Score -1126482 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1126701.750000 Penalty: 4564.194824
	Iteration 9Q: 3 clusters Score -1126702 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1126887.125000 Penalty: 4564.194824
	Iteration 10Q: 3 clusters Score -1126887 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1127065.125000 Penalty: 4564.194824
	Iteration 11Q: 3 clusters Score -1127065 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1127258.625000 Penalty: 4564.194824
	Iteration 12Q: 3 clusters Score -1127259 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1127459.500000 Penalty: 4564.194824
	Iteration 13Q: 3 clusters Score -1127460 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1127736.500000 Penalty: 4564.194824
	Iteration 14Q: 3 clusters Score -1127736 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1127945.000000 Penalty: 4564.194824
	Iteration 15Q: 3 clusters Score -1127945 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1128133.625000 Penalty: 4564.194824
	Iteration 16Q: 3 clusters Score -1128134 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1128281.000000 Penalty: 4564.194824
	Iteration 17Q: 3 clusters Score -1128281 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1128362.250000 Penalty: 4564.194824
	Iteration 18Q: 3 clusters Score -1128362 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1128400.750000 Penalty: 4564.194824
	Iteration 19Q: 3 clusters Score -1128401 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1128423.250000 Penalty: 4564.194824
	Iteration 20F: 3 clusters Score -1128423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1128429.500000 Penalty: 4564.194824
	Iteration 21Q: 3 clusters Score -1128430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1128436.625000 Penalty: 4564.194824
	Iteration 22Q: 3 clusters Score -1128437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1128440.125000 Penalty: 4564.194824
	Iteration 23Q: 3 clusters Score -1128440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1128439.750000 Penalty: 4564.194824
	Iteration 24Q: 3 clusters Score -1128440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1128442.750000 Penalty: 4564.194824
	Iteration 25Q: 3 clusters Score -1128443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1128444.875000 Penalty: 4564.194824
	Iteration 26Q: 3 clusters Score -1128445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1128442.000000 Penalty: 4564.194824
	Iteration 27Q: 3 clusters Score -1128442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1128443.750000 Penalty: 4564.194824
	Iteration 28Q: 3 clusters Score -1128444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1128444.500000 Penalty: 4564.194824
	Iteration 29Q: 3 clusters Score -1128444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1128444.875000 Penalty: 4564.194824
	Iteration 30Q: 3 clusters Score -1128445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1128446.125000 Penalty: 4564.194824
	Iteration 31Q: 3 clusters Score -1128446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1128448.375000 Penalty: 4564.194824
	Iteration 32Q: 3 clusters Score -1128448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1128448.375000 Penalty: 4564.194824
	Iteration 33F: 3 clusters Score -1128448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 16592 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7379 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16215 members 
Mstep: Class 10 contains 171811 members 
Mstep: Class 11 contains 11841 members 
Mstep: Class 12 contains 175935 members 
Mstep: Class 13 contains 65352 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7512 members 
Mstep: Class 17 contains 131292 members 
Mstep: Class 18 contains 98591 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89353 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5073 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24840 members 
Mstep: Class 27 contains 47861 members 
Mstep: Class 28 contains 18468 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8787 members 
Mstep: Class 32 contains 78288 members 
Mstep: Class 33 contains 20731 members 
Mstep: Class 34 contains 11489 members 
Mstep: Class 35 contains 8149 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10309 members 
Mstep: Class 38 contains 6861 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Mstep: Class 43 contains 3056 members 
Entering Unmasked Estep 
Score: -150949232.000000 Penalty: 149390.437500
Splitting cluster 38 changes total score from -150949728.000000 to -150949232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -32122.437500 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -32122.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30806.380859 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -30806.38 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31117.675781 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -31117.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31302.011719 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -31302.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31439.677734 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -31439.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31540.568359 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -31540.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31668.248047 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -31668.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31789.601562 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -31789.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31935.367188 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -31935.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31959.322266 Penalty: 2922.255371
	Iteration 8Q: 3 clusters Score -31959.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31960.230469 Penalty: 2922.255371
	Iteration 9Q: 3 clusters Score -31960.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31960.230469 Penalty: 2922.255371
	Iteration 10F: 3 clusters Score -31960.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (13107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Entering Unmasked Estep 
Score: -1657083.750000 Penalty: 2351.263672
	Iteration 0F: 2 clusters Score -1657084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1647465.250000 Penalty: 4702.527344
	Iteration 0F: 3 clusters Score -1647465 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1650504.875000 Penalty: 4702.527344
	Iteration 1F: 3 clusters Score -1650505 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1650974.125000 Penalty: 4702.527344
	Iteration 2F: 3 clusters Score -1650974 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1651415.000000 Penalty: 4702.527344
	Iteration 3F: 3 clusters Score -1651415 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1651814.750000 Penalty: 4702.527344
	Iteration 4F: 3 clusters Score -1651815 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1652214.000000 Penalty: 4702.527344
	Iteration 5F: 3 clusters Score -1652214 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1652594.875000 Penalty: 4702.527344
	Iteration 6Q: 3 clusters Score -1652595 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1653010.000000 Penalty: 4702.527344
	Iteration 7Q: 3 clusters Score -1653010 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1653465.875000 Penalty: 4702.527344
	Iteration 8Q: 3 clusters Score -1653466 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1653921.500000 Penalty: 4702.527344
	Iteration 9Q: 3 clusters Score -1653922 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1654299.875000 Penalty: 4702.527344
	Iteration 10Q: 3 clusters Score -1654300 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1654579.625000 Penalty: 4702.527344
	Iteration 11Q: 3 clusters Score -1654580 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1654757.500000 Penalty: 4702.527344
	Iteration 12Q: 3 clusters Score -1654758 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1654888.125000 Penalty: 4702.527344
	Iteration 13Q: 3 clusters Score -1654888 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1654958.250000 Penalty: 4702.527344
	Iteration 14Q: 3 clusters Score -1654958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1655022.375000 Penalty: 4702.527344
	Iteration 15Q: 3 clusters Score -1655022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1655056.000000 Penalty: 4702.527344
	Iteration 16Q: 3 clusters Score -1655056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1655080.500000 Penalty: 4702.527344
	Iteration 17Q: 3 clusters Score -1655080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1655100.500000 Penalty: 4702.527344
	Iteration 18Q: 3 clusters Score -1655100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1655109.250000 Penalty: 4702.527344
	Iteration 19Q: 3 clusters Score -1655109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1655118.375000 Penalty: 4702.527344
	Iteration 20F: 3 clusters Score -1655118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1655116.875000 Penalty: 4702.527344
	Iteration 21Q: 3 clusters Score -1655117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1655120.875000 Penalty: 4702.527344
	Iteration 22Q: 3 clusters Score -1655121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1655120.500000 Penalty: 4702.527344
	Iteration 23Q: 3 clusters Score -1655120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1655123.125000 Penalty: 4702.527344
	Iteration 24Q: 3 clusters Score -1655123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1655123.750000 Penalty: 4702.527344
	Iteration 25Q: 3 clusters Score -1655124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1655123.750000 Penalty: 4702.527344
	Iteration 26F: 3 clusters Score -1655124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -52070.859375 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -52070.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50578.746094 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -50578.75 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50742.093750 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -50742.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50774.507812 Penalty: 3058.047119
	Iteration 2Q: 3 clusters Score -50774.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50808.332031 Penalty: 3058.047119
	Iteration 3Q: 3 clusters Score -50808.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50818.636719 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -50818.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50826.105469 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -50826.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50832.687500 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -50832.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50840.035156 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -50840.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50848.683594 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -50848.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50851.433594 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -50851.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50854.707031 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -50854.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50854.707031 Penalty: 3058.047119
	Iteration 11F: 3 clusters Score -50854.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -71270.664062 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -71270.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69660.953125 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -69660.95 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -70093.476562 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -70093.48 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -70354.218750 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -70354.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70537.570312 Penalty: 3207.978516
	Iteration 3F: 3 clusters Score -70537.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -70669.265625 Penalty: 3207.978516
	Iteration 4F: 3 clusters Score -70669.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -70780.937500 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -70780.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -70872.632812 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -70872.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -71004.437500 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -71004.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -71166.687500 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -71166.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -71231.007812 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -71231.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71272.429688 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -71272.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71292.445312 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -71292.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71347.609375 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -71347.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -71521.679688 Penalty: 3207.978516
	Iteration 13Q: 3 clusters Score -71521.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71586.625000 Penalty: 3207.978516
	Iteration 14Q: 3 clusters Score -71586.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -71592.234375 Penalty: 3207.978516
	Iteration 15Q: 3 clusters Score -71592.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -71594.164062 Penalty: 3207.978516
	Iteration 16Q: 3 clusters Score -71594.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -71599.148438 Penalty: 3207.978516
	Iteration 17F: 3 clusters Score -71599.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71607.898438 Penalty: 3207.978516
	Iteration 18Q: 3 clusters Score -71607.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -71612.695312 Penalty: 3207.978516
	Iteration 19Q: 3 clusters Score -71612.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -71616.968750 Penalty: 3207.978516
	Iteration 20F: 3 clusters Score -71616.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 16592 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7379 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16215 members 
Mstep: Class 10 contains 171811 members 
Mstep: Class 11 contains 11841 members 
Mstep: Class 12 contains 175935 members 
Mstep: Class 13 contains 65352 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7512 members 
Mstep: Class 17 contains 131292 members 
Mstep: Class 18 contains 98591 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89353 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5073 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24840 members 
Mstep: Class 27 contains 47861 members 
Mstep: Class 28 contains 18468 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8787 members 
Mstep: Class 32 contains 78288 members 
Mstep: Class 33 contains 20731 members 
Mstep: Class 34 contains 11489 members 
Mstep: Class 35 contains 8149 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10309 members 
Mstep: Class 38 contains 9917 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 288 members 
Mstep: Class 43 contains 356 members 
Entering Unmasked Estep 
Score: -150948032.000000 Penalty: 149390.437500
Splitting cluster 42 changes total score from -150949728.000000 to -150948032.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 16592 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7379 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16215 members 
Mstep: Class 10 contains 171811 members 
Mstep: Class 11 contains 11841 members 
Mstep: Class 12 contains 175935 members 
Mstep: Class 13 contains 65352 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7512 members 
Mstep: Class 17 contains 131292 members 
Mstep: Class 18 contains 98591 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89353 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5073 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24840 members 
Mstep: Class 27 contains 47861 members 
Mstep: Class 28 contains 18468 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8787 members 
Mstep: Class 32 contains 78288 members 
Mstep: Class 33 contains 20731 members 
Mstep: Class 34 contains 11489 members 
Mstep: Class 35 contains 8149 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10309 members 
Mstep: Class 38 contains 9917 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949712.000000 Penalty: 145916.250000
Iteration 239Q: 43 clusters Score -1.509497e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 7247 members 
Mstep: Class 4 contains 16591 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7379 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16181 members 
Mstep: Class 10 contains 171811 members 
Mstep: Class 11 contains 11843 members 
Mstep: Class 12 contains 175934 members 
Mstep: Class 13 contains 65351 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7511 members 
Mstep: Class 17 contains 131291 members 
Mstep: Class 18 contains 98597 members 
Mstep: Class 19 contains 15298 members 
Mstep: Class 20 contains 89350 members 
Mstep: Class 21 contains 73064 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5074 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24841 members 
Mstep: Class 27 contains 47861 members 
Mstep: Class 28 contains 18469 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8787 members 
Mstep: Class 32 contains 78289 members 
Mstep: Class 33 contains 20731 members 
Mstep: Class 34 contains 11489 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10312 members 
Mstep: Class 38 contains 9918 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949744.000000 Penalty: 145916.250000
Iteration 240F: 43 clusters Score -1.509497e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 7269 members 
Mstep: Class 4 contains 16590 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7379 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16140 members 
Mstep: Class 10 contains 171811 members 
Mstep: Class 11 contains 11845 members 
Mstep: Class 12 contains 175934 members 
Mstep: Class 13 contains 65350 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7512 members 
Mstep: Class 17 contains 131289 members 
Mstep: Class 18 contains 98610 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89351 members 
Mstep: Class 21 contains 73064 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5074 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24841 members 
Mstep: Class 27 contains 47861 members 
Mstep: Class 28 contains 18469 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8787 members 
Mstep: Class 32 contains 78292 members 
Mstep: Class 33 contains 20731 members 
Mstep: Class 34 contains 11489 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10314 members 
Mstep: Class 38 contains 9919 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949664.000000 Penalty: 145916.250000
Iteration 241Q: 43 clusters Score -1.509497e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 7282 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7379 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16114 members 
Mstep: Class 10 contains 171813 members 
Mstep: Class 11 contains 11849 members 
Mstep: Class 12 contains 175934 members 
Mstep: Class 13 contains 65348 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7512 members 
Mstep: Class 17 contains 131288 members 
Mstep: Class 18 contains 98616 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89348 members 
Mstep: Class 21 contains 73064 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5075 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24841 members 
Mstep: Class 27 contains 47861 members 
Mstep: Class 28 contains 18471 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8787 members 
Mstep: Class 32 contains 78297 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11488 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10315 members 
Mstep: Class 38 contains 9919 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949744.000000 Penalty: 145916.250000
Iteration 242Q: 43 clusters Score -1.509497e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9989 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7379 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16091 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11853 members 
Mstep: Class 12 contains 175932 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7512 members 
Mstep: Class 17 contains 131286 members 
Mstep: Class 18 contains 98623 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89348 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5073 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24841 members 
Mstep: Class 27 contains 47861 members 
Mstep: Class 28 contains 18471 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8787 members 
Mstep: Class 32 contains 78304 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11488 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10316 members 
Mstep: Class 38 contains 9919 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949696.000000 Penalty: 145916.250000
Iteration 243Q: 43 clusters Score -1.509497e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7306 members 
Mstep: Class 4 contains 16587 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7379 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16065 members 
Mstep: Class 10 contains 171811 members 
Mstep: Class 11 contains 11859 members 
Mstep: Class 12 contains 175931 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7513 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98630 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89345 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24841 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18471 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8787 members 
Mstep: Class 32 contains 78309 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11490 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9919 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949600.000000 Penalty: 145916.250000
Iteration 244Q: 43 clusters Score -1.509496e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 16585 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7379 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16039 members 
Mstep: Class 10 contains 171813 members 
Mstep: Class 11 contains 11863 members 
Mstep: Class 12 contains 175931 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7513 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98639 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89341 members 
Mstep: Class 21 contains 73062 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5080 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24841 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8787 members 
Mstep: Class 32 contains 78308 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9919 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949696.000000 Penalty: 145916.250000
Iteration 245Q: 43 clusters Score -1.509497e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7324 members 
Mstep: Class 4 contains 16586 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7379 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16017 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11866 members 
Mstep: Class 12 contains 175931 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7514 members 
Mstep: Class 17 contains 131283 members 
Mstep: Class 18 contains 98649 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89338 members 
Mstep: Class 21 contains 73062 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5084 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24841 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8787 members 
Mstep: Class 32 contains 78309 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9919 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949728.000000 Penalty: 145916.250000
Iteration 246Q: 43 clusters Score -1.509497e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7328 members 
Mstep: Class 4 contains 16586 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7380 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 16000 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11866 members 
Mstep: Class 12 contains 175931 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7514 members 
Mstep: Class 17 contains 131283 members 
Mstep: Class 18 contains 98659 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89338 members 
Mstep: Class 21 contains 73062 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24841 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8786 members 
Mstep: Class 32 contains 78309 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9920 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949680.000000 Penalty: 145916.250000
Iteration 247Q: 43 clusters Score -1.509497e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7333 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 15988 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11866 members 
Mstep: Class 12 contains 175929 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7514 members 
Mstep: Class 17 contains 131283 members 
Mstep: Class 18 contains 98668 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89336 members 
Mstep: Class 21 contains 73062 members 
Mstep: Class 22 contains 15101 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24841 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 78309 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9920 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949696.000000 Penalty: 145916.250000
Iteration 248Q: 43 clusters Score -1.509497e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7340 members 
Mstep: Class 4 contains 16589 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 15977 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11866 members 
Mstep: Class 12 contains 175931 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7514 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98670 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89336 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8784 members 
Mstep: Class 32 contains 78308 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9920 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949712.000000 Penalty: 145916.250000
Iteration 249Q: 43 clusters Score -1.509497e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7344 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 15969 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 175929 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7513 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98673 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89338 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 78308 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9920 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949680.000000 Penalty: 145916.250000
Iteration 250Q: 43 clusters Score -1.509497e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 15961 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 175929 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7514 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98672 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89337 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5089 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 78308 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9920 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949712.000000 Penalty: 145916.250000
Iteration 251Q: 43 clusters Score -1.509497e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 15956 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 175930 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7513 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98673 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89339 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 78308 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9920 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949744.000000 Penalty: 145916.250000
Iteration 252Q: 43 clusters Score -1.509497e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7357 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 15950 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 175930 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7513 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98676 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89339 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 78309 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9920 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949728.000000 Penalty: 145916.250000
Iteration 253Q: 43 clusters Score -1.509497e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 15942 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 175929 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7513 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98680 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89342 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 78309 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9920 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949696.000000 Penalty: 145916.250000
Iteration 254Q: 43 clusters Score -1.509497e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7363 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 15935 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 175929 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7515 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98681 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89342 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 78309 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9920 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949728.000000 Penalty: 145916.250000
Iteration 255Q: 43 clusters Score -1.509497e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7364 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 15930 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11868 members 
Mstep: Class 12 contains 175929 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7516 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98683 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89342 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 78309 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9920 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949744.000000 Penalty: 145916.250000
Iteration 256Q: 43 clusters Score -1.509497e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7365 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 15926 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11868 members 
Mstep: Class 12 contains 175929 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7515 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98686 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89343 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 78309 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9920 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949696.000000 Penalty: 145916.250000
Iteration 257Q: 43 clusters Score -1.509497e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7367 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 15924 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11868 members 
Mstep: Class 12 contains 175929 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7515 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98686 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89343 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 78309 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9920 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949664.000000 Penalty: 145916.250000
Iteration 258Q: 43 clusters Score -1.509497e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7369 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 15923 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11868 members 
Mstep: Class 12 contains 175929 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7515 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98685 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89343 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 78309 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9920 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949696.000000 Penalty: 145916.250000
Iteration 259Q: 43 clusters Score -1.509497e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7369 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 15923 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11868 members 
Mstep: Class 12 contains 175929 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7515 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98685 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89343 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 78309 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9920 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150949696.000000 Penalty: 145916.250000
Iteration 260F: 43 clusters Score -1.509497e+08 nChanged 0
Entering ConstructFrom: 
Score: -150949696.000000 Penalty: 145916.250000
Entering ConstructFrom: 
Trying to split cluster 1 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -75051.359375 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -75051.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -73543.601562 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -73543.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -74133.273438 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -74133.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -74349.109375 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -74349.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -74456.656250 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -74456.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -74546.210938 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -74546.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -74607.585938 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -74607.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -74644.257812 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -74644.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -74659.695312 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -74659.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -74663.562500 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -74663.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -74664.335938 Penalty: 3224.639648
	Iteration 9F: 3 clusters Score -74664.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -74694.031250 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -74694.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -74712.218750 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -74712.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -74720.625000 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -74720.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -74720.625000 Penalty: 3224.639648
	Iteration 13F: 3 clusters Score -74720.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Entering Unmasked Estep 
Score: -1286358.500000 Penalty: 2283.866699
	Iteration 0F: 2 clusters Score -1286358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1278639.500000 Penalty: 4567.733398
	Iteration 0F: 3 clusters Score -1278640 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1280805.625000 Penalty: 4567.733398
	Iteration 1F: 3 clusters Score -1280806 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1281059.250000 Penalty: 4567.733398
	Iteration 2F: 3 clusters Score -1281059 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1281243.750000 Penalty: 4567.733398
	Iteration 3Q: 3 clusters Score -1281244 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1281380.250000 Penalty: 4567.733398
	Iteration 4Q: 3 clusters Score -1281380 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1281474.250000 Penalty: 4567.733398
	Iteration 5Q: 3 clusters Score -1281474 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1281543.500000 Penalty: 4567.733398
	Iteration 6Q: 3 clusters Score -1281544 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1281596.250000 Penalty: 4567.733398
	Iteration 7Q: 3 clusters Score -1281596 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1281639.750000 Penalty: 4567.733398
	Iteration 8Q: 3 clusters Score -1281640 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1281673.875000 Penalty: 4567.733398
	Iteration 9Q: 3 clusters Score -1281674 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1281706.875000 Penalty: 4567.733398
	Iteration 10Q: 3 clusters Score -1281707 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1281732.875000 Penalty: 4567.733398
	Iteration 11Q: 3 clusters Score -1281733 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1281757.750000 Penalty: 4567.733398
	Iteration 12Q: 3 clusters Score -1281758 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1281774.125000 Penalty: 4567.733398
	Iteration 13Q: 3 clusters Score -1281774 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1281788.250000 Penalty: 4567.733398
	Iteration 14Q: 3 clusters Score -1281788 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1281805.625000 Penalty: 4567.733398
	Iteration 15Q: 3 clusters Score -1281806 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1281829.000000 Penalty: 4567.733398
	Iteration 16Q: 3 clusters Score -1281829 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1281844.875000 Penalty: 4567.733398
	Iteration 17Q: 3 clusters Score -1281845 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1281864.125000 Penalty: 4567.733398
	Iteration 18Q: 3 clusters Score -1281864 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1281883.125000 Penalty: 4567.733398
	Iteration 19Q: 3 clusters Score -1281883 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1281903.000000 Penalty: 4567.733398
	Iteration 20F: 3 clusters Score -1281903 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1281931.625000 Penalty: 4567.733398
	Iteration 21Q: 3 clusters Score -1281932 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1281957.750000 Penalty: 4567.733398
	Iteration 22Q: 3 clusters Score -1281958 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1281995.375000 Penalty: 4567.733398
	Iteration 23Q: 3 clusters Score -1281995 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1282042.875000 Penalty: 4567.733398
	Iteration 24Q: 3 clusters Score -1282043 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1282102.125000 Penalty: 4567.733398
	Iteration 25Q: 3 clusters Score -1282102 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1282173.250000 Penalty: 4567.733398
	Iteration 26Q: 3 clusters Score -1282173 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1282278.750000 Penalty: 4567.733398
	Iteration 27Q: 3 clusters Score -1282279 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1282412.125000 Penalty: 4567.733398
	Iteration 28Q: 3 clusters Score -1282412 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1282565.250000 Penalty: 4567.733398
	Iteration 29Q: 3 clusters Score -1282565 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1282758.875000 Penalty: 4567.733398
	Iteration 30Q: 3 clusters Score -1282759 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1283006.000000 Penalty: 4567.733398
	Iteration 31Q: 3 clusters Score -1283006 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1283252.125000 Penalty: 4567.733398
	Iteration 32Q: 3 clusters Score -1283252 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1283512.500000 Penalty: 4567.733398
	Iteration 33Q: 3 clusters Score -1283512 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1283772.750000 Penalty: 4567.733398
	Iteration 34Q: 3 clusters Score -1283773 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1283957.500000 Penalty: 4567.733398
	Iteration 35Q: 3 clusters Score -1283958 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1284089.125000 Penalty: 4567.733398
	Iteration 36Q: 3 clusters Score -1284089 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1284194.625000 Penalty: 4567.733398
	Iteration 37Q: 3 clusters Score -1284195 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1284264.625000 Penalty: 4567.733398
	Iteration 38Q: 3 clusters Score -1284265 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1284320.875000 Penalty: 4567.733398
	Iteration 39Q: 3 clusters Score -1284321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1284352.750000 Penalty: 4567.733398
	Iteration 40F: 3 clusters Score -1284353 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1284382.375000 Penalty: 4567.733398
	Iteration 41Q: 3 clusters Score -1284382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1284395.125000 Penalty: 4567.733398
	Iteration 42Q: 3 clusters Score -1284395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1284406.500000 Penalty: 4567.733398
	Iteration 43Q: 3 clusters Score -1284406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1284411.125000 Penalty: 4567.733398
	Iteration 44Q: 3 clusters Score -1284411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1284413.000000 Penalty: 4567.733398
	Iteration 45Q: 3 clusters Score -1284413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1284413.750000 Penalty: 4567.733398
	Iteration 46Q: 3 clusters Score -1284414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1284413.750000 Penalty: 4567.733398
	Iteration 47F: 3 clusters Score -1284414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Entering Unmasked Estep 
Score: -900854.437500 Penalty: 2208.449219
	Iteration 0F: 2 clusters Score -900854.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -894837.000000 Penalty: 4416.898438
	Iteration 0F: 3 clusters Score -894837 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -896483.812500 Penalty: 4416.898438
	Iteration 1F: 3 clusters Score -896483.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -896751.687500 Penalty: 4416.898438
	Iteration 2F: 3 clusters Score -896751.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -896961.187500 Penalty: 4416.898438
	Iteration 3F: 3 clusters Score -896961.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -897180.625000 Penalty: 4416.898438
	Iteration 4Q: 3 clusters Score -897180.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -897401.250000 Penalty: 4416.898438
	Iteration 5Q: 3 clusters Score -897401.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -897671.187500 Penalty: 4416.898438
	Iteration 6Q: 3 clusters Score -897671.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -897967.500000 Penalty: 4416.898438
	Iteration 7Q: 3 clusters Score -897967.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -898263.375000 Penalty: 4416.898438
	Iteration 8Q: 3 clusters Score -898263.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -898521.687500 Penalty: 4416.898438
	Iteration 9Q: 3 clusters Score -898521.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -898697.937500 Penalty: 4416.898438
	Iteration 10Q: 3 clusters Score -898697.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -898825.312500 Penalty: 4416.898438
	Iteration 11Q: 3 clusters Score -898825.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -898902.062500 Penalty: 4416.898438
	Iteration 12Q: 3 clusters Score -898902.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -898954.750000 Penalty: 4416.898438
	Iteration 13Q: 3 clusters Score -898954.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -898991.000000 Penalty: 4416.898438
	Iteration 14Q: 3 clusters Score -898991 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -899012.562500 Penalty: 4416.898438
	Iteration 15Q: 3 clusters Score -899012.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -899031.875000 Penalty: 4416.898438
	Iteration 16Q: 3 clusters Score -899031.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -899045.250000 Penalty: 4416.898438
	Iteration 17Q: 3 clusters Score -899045.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -899052.812500 Penalty: 4416.898438
	Iteration 18Q: 3 clusters Score -899052.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -899057.937500 Penalty: 4416.898438
	Iteration 19Q: 3 clusters Score -899057.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -899060.187500 Penalty: 4416.898438
	Iteration 20F: 3 clusters Score -899060.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -899063.250000 Penalty: 4416.898438
	Iteration 21Q: 3 clusters Score -899063.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -899067.000000 Penalty: 4416.898438
	Iteration 22Q: 3 clusters Score -899067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -899067.812500 Penalty: 4416.898438
	Iteration 23Q: 3 clusters Score -899067.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -899070.187500 Penalty: 4416.898438
	Iteration 24Q: 3 clusters Score -899070.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -899072.625000 Penalty: 4416.898438
	Iteration 25Q: 3 clusters Score -899072.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -899075.250000 Penalty: 4416.898438
	Iteration 26Q: 3 clusters Score -899075.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -899077.062500 Penalty: 4416.898438
	Iteration 27Q: 3 clusters Score -899077.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -899076.562500 Penalty: 4416.898438
	Iteration 28Q: 3 clusters Score -899076.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -899077.375000 Penalty: 4416.898438
	Iteration 29Q: 3 clusters Score -899077.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -899077.062500 Penalty: 4416.898438
	Iteration 30Q: 3 clusters Score -899077.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -899077.437500 Penalty: 4416.898438
	Iteration 31Q: 3 clusters Score -899077.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -899078.437500 Penalty: 4416.898438
	Iteration 32Q: 3 clusters Score -899078.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -899077.687500 Penalty: 4416.898438
	Iteration 33Q: 3 clusters Score -899077.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -899078.812500 Penalty: 4416.898438
	Iteration 34Q: 3 clusters Score -899078.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -899080.687500 Penalty: 4416.898438
	Iteration 35Q: 3 clusters Score -899080.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -899081.812500 Penalty: 4416.898438
	Iteration 36Q: 3 clusters Score -899081.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -899083.062500 Penalty: 4416.898438
	Iteration 37Q: 3 clusters Score -899083.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -899083.437500 Penalty: 4416.898438
	Iteration 38Q: 3 clusters Score -899083.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -899088.187500 Penalty: 4416.898438
	Iteration 39Q: 3 clusters Score -899088.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -899089.437500 Penalty: 4416.898438
	Iteration 40F: 3 clusters Score -899089.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -899092.875000 Penalty: 4416.898438
	Iteration 41Q: 3 clusters Score -899092.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -899097.062500 Penalty: 4416.898438
	Iteration 42Q: 3 clusters Score -899097.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -899097.312500 Penalty: 4416.898438
	Iteration 43Q: 3 clusters Score -899097.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -899098.812500 Penalty: 4416.898438
	Iteration 44Q: 3 clusters Score -899098.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -899101.437500 Penalty: 4416.898438
	Iteration 45Q: 3 clusters Score -899101.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -899102.375000 Penalty: 4416.898438
	Iteration 46Q: 3 clusters Score -899102.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -899103.875000 Penalty: 4416.898438
	Iteration 47Q: 3 clusters Score -899103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -899103.812500 Penalty: 4416.898438
	Iteration 48Q: 3 clusters Score -899103.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -899104.625000 Penalty: 4416.898438
	Iteration 49Q: 3 clusters Score -899104.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -899106.125000 Penalty: 4416.898438
	Iteration 50Q: 3 clusters Score -899106.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -899106.062500 Penalty: 4416.898438
	Iteration 51Q: 3 clusters Score -899106.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -899105.187500 Penalty: 4416.898438
	Iteration 52Q: 3 clusters Score -899105.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -899105.187500 Penalty: 4416.898438
	Iteration 53F: 3 clusters Score -899105.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Entering Unmasked Estep 
Score: -2043352.875000 Penalty: 2409.675781
	Iteration 0F: 2 clusters Score -2043353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2031556.625000 Penalty: 4819.351562
	Iteration 0F: 3 clusters Score -2031557 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2035493.375000 Penalty: 4819.351562
	Iteration 1F: 3 clusters Score -2035493 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2035936.000000 Penalty: 4819.351562
	Iteration 2F: 3 clusters Score -2035936 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2036283.000000 Penalty: 4819.351562
	Iteration 3F: 3 clusters Score -2036283 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2036643.750000 Penalty: 4819.351562
	Iteration 4Q: 3 clusters Score -2036644 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2036965.500000 Penalty: 4819.351562
	Iteration 5Q: 3 clusters Score -2036966 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2037282.625000 Penalty: 4819.351562
	Iteration 6Q: 3 clusters Score -2037283 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2037569.250000 Penalty: 4819.351562
	Iteration 7Q: 3 clusters Score -2037569 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2037824.250000 Penalty: 4819.351562
	Iteration 8Q: 3 clusters Score -2037824 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2038080.750000 Penalty: 4819.351562
	Iteration 9Q: 3 clusters Score -2038081 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2038336.500000 Penalty: 4819.351562
	Iteration 10Q: 3 clusters Score -2038336 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2038599.375000 Penalty: 4819.351562
	Iteration 11Q: 3 clusters Score -2038599 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2038887.750000 Penalty: 4819.351562
	Iteration 12Q: 3 clusters Score -2038888 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2039158.500000 Penalty: 4819.351562
	Iteration 13Q: 3 clusters Score -2039158 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2039396.125000 Penalty: 4819.351562
	Iteration 14Q: 3 clusters Score -2039396 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2039589.250000 Penalty: 4819.351562
	Iteration 15Q: 3 clusters Score -2039589 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2039749.125000 Penalty: 4819.351562
	Iteration 16Q: 3 clusters Score -2039749 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2039852.875000 Penalty: 4819.351562
	Iteration 17Q: 3 clusters Score -2039853 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2039917.875000 Penalty: 4819.351562
	Iteration 18Q: 3 clusters Score -2039918 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2039977 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2040010.500000 Penalty: 4819.351562
	Iteration 20F: 3 clusters Score -2040010 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2040048 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2040080 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2040102.625000 Penalty: 4819.351562
	Iteration 23Q: 3 clusters Score -2040103 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2040131.125000 Penalty: 4819.351562
	Iteration 24Q: 3 clusters Score -2040131 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2040160.625000 Penalty: 4819.351562
	Iteration 25Q: 3 clusters Score -2040161 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2040192.250000 Penalty: 4819.351562
	Iteration 26Q: 3 clusters Score -2040192 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2040218.000000 Penalty: 4819.351562
	Iteration 27Q: 3 clusters Score -2040218 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2040241.375000 Penalty: 4819.351562
	Iteration 28Q: 3 clusters Score -2040241 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2040264 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2040281.875000 Penalty: 4819.351562
	Iteration 30Q: 3 clusters Score -2040282 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2040304.500000 Penalty: 4819.351562
	Iteration 31Q: 3 clusters Score -2040304 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2040331.125000 Penalty: 4819.351562
	Iteration 32Q: 3 clusters Score -2040331 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2040362.250000 Penalty: 4819.351562
	Iteration 33Q: 3 clusters Score -2040362 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2040387.875000 Penalty: 4819.351562
	Iteration 34Q: 3 clusters Score -2040388 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2040428.000000 Penalty: 4819.351562
	Iteration 35Q: 3 clusters Score -2040428 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2040464.375000 Penalty: 4819.351562
	Iteration 36Q: 3 clusters Score -2040464 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2040490.000000 Penalty: 4819.351562
	Iteration 37Q: 3 clusters Score -2040490 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2040503.750000 Penalty: 4819.351562
	Iteration 38Q: 3 clusters Score -2040504 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2040522.375000 Penalty: 4819.351562
	Iteration 39Q: 3 clusters Score -2040522 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2040533.375000 Penalty: 4819.351562
	Iteration 40F: 3 clusters Score -2040533 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2040556.250000 Penalty: 4819.351562
	Iteration 41Q: 3 clusters Score -2040556 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2040570 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2040576.625000 Penalty: 4819.351562
	Iteration 43Q: 3 clusters Score -2040577 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2040583.125000 Penalty: 4819.351562
	Iteration 44Q: 3 clusters Score -2040583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2040597.625000 Penalty: 4819.351562
	Iteration 45Q: 3 clusters Score -2040598 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2040616.000000 Penalty: 4819.351562
	Iteration 46Q: 3 clusters Score -2040616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2040622.625000 Penalty: 4819.351562
	Iteration 47Q: 3 clusters Score -2040623 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2040635.000000 Penalty: 4819.351562
	Iteration 48Q: 3 clusters Score -2040635 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2040659.125000 Penalty: 4819.351562
	Iteration 49Q: 3 clusters Score -2040659 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2040665.625000 Penalty: 4819.351562
	Iteration 50Q: 3 clusters Score -2040666 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2040691.500000 Penalty: 4819.351562
	Iteration 51Q: 3 clusters Score -2040692 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2040710.500000 Penalty: 4819.351562
	Iteration 52Q: 3 clusters Score -2040710 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2040718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2040735.625000 Penalty: 4819.351562
	Iteration 54Q: 3 clusters Score -2040736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2040761.250000 Penalty: 4819.351562
	Iteration 55Q: 3 clusters Score -2040761 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2040768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2040778.500000 Penalty: 4819.351562
	Iteration 57Q: 3 clusters Score -2040778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2040782.625000 Penalty: 4819.351562
	Iteration 58Q: 3 clusters Score -2040783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2040791.375000 Penalty: 4819.351562
	Iteration 59Q: 3 clusters Score -2040791 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2040800.000000 Penalty: 4819.351562
	Iteration 60F: 3 clusters Score -2040800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2040802.750000 Penalty: 4819.351562
	Iteration 61Q: 3 clusters Score -2040803 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2040812.875000 Penalty: 4819.351562
	Iteration 62Q: 3 clusters Score -2040813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2040817.125000 Penalty: 4819.351562
	Iteration 63Q: 3 clusters Score -2040817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2040820.875000 Penalty: 4819.351562
	Iteration 64Q: 3 clusters Score -2040821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2040823.500000 Penalty: 4819.351562
	Iteration 65Q: 3 clusters Score -2040824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2040828.000000 Penalty: 4819.351562
	Iteration 66Q: 3 clusters Score -2040828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2040837.000000 Penalty: 4819.351562
	Iteration 67Q: 3 clusters Score -2040837 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2040843.250000 Penalty: 4819.351562
	Iteration 68Q: 3 clusters Score -2040843 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2040863.250000 Penalty: 4819.351562
	Iteration 69Q: 3 clusters Score -2040863 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2040869.125000 Penalty: 4819.351562
	Iteration 70Q: 3 clusters Score -2040869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2040879.125000 Penalty: 4819.351562
	Iteration 71Q: 3 clusters Score -2040879 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2040895.625000 Penalty: 4819.351562
	Iteration 72Q: 3 clusters Score -2040896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2040916.625000 Penalty: 4819.351562
	Iteration 73Q: 3 clusters Score -2040917 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2040940.250000 Penalty: 4819.351562
	Iteration 74Q: 3 clusters Score -2040940 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2040960.500000 Penalty: 4819.351562
	Iteration 75Q: 3 clusters Score -2040960 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2040992.000000 Penalty: 4819.351562
	Iteration 76Q: 3 clusters Score -2040992 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2041018.125000 Penalty: 4819.351562
	Iteration 77Q: 3 clusters Score -2041018 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2041048.875000 Penalty: 4819.351562
	Iteration 78Q: 3 clusters Score -2041049 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2041081.625000 Penalty: 4819.351562
	Iteration 79Q: 3 clusters Score -2041082 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2041100.250000 Penalty: 4819.351562
	Iteration 80F: 3 clusters Score -2041100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2041117.750000 Penalty: 4819.351562
	Iteration 81Q: 3 clusters Score -2041118 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2041132.750000 Penalty: 4819.351562
	Iteration 82Q: 3 clusters Score -2041133 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2041156.500000 Penalty: 4819.351562
	Iteration 83Q: 3 clusters Score -2041156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2041172.500000 Penalty: 4819.351562
	Iteration 84Q: 3 clusters Score -2041172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2041186.375000 Penalty: 4819.351562
	Iteration 85Q: 3 clusters Score -2041186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2041193.500000 Penalty: 4819.351562
	Iteration 86Q: 3 clusters Score -2041194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2041203.625000 Penalty: 4819.351562
	Iteration 87Q: 3 clusters Score -2041204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2041219.000000 Penalty: 4819.351562
	Iteration 88Q: 3 clusters Score -2041219 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2041229.875000 Penalty: 4819.351562
	Iteration 89Q: 3 clusters Score -2041230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2041240.500000 Penalty: 4819.351562
	Iteration 90Q: 3 clusters Score -2041240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2041249.500000 Penalty: 4819.351562
	Iteration 91Q: 3 clusters Score -2041250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2041253.250000 Penalty: 4819.351562
	Iteration 92Q: 3 clusters Score -2041253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2041261.125000 Penalty: 4819.351562
	Iteration 93Q: 3 clusters Score -2041261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2041264.000000 Penalty: 4819.351562
	Iteration 94Q: 3 clusters Score -2041264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2041271.625000 Penalty: 4819.351562
	Iteration 95Q: 3 clusters Score -2041272 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2041269.500000 Penalty: 4819.351562
	Iteration 96Q: 3 clusters Score -2041270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2041271.875000 Penalty: 4819.351562
	Iteration 97Q: 3 clusters Score -2041272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2041271.875000 Penalty: 4819.351562
	Iteration 98Q: 3 clusters Score -2041272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2041271.000000 Penalty: 4819.351562
	Iteration 99Q: 3 clusters Score -2041271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2041273.000000 Penalty: 4819.351562
	Iteration 100F: 3 clusters Score -2041273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2041277.375000 Penalty: 4819.351562
	Iteration 101Q: 3 clusters Score -2041277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2041279.125000 Penalty: 4819.351562
	Iteration 102Q: 3 clusters Score -2041279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2041285.125000 Penalty: 4819.351562
	Iteration 103Q: 3 clusters Score -2041285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2041278.750000 Penalty: 4819.351562
	Iteration 104Q: 3 clusters Score -2041279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2041278.750000 Penalty: 4819.351562
	Iteration 105Q: 3 clusters Score -2041279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2041279.625000 Penalty: 4819.351562
	Iteration 106Q: 3 clusters Score -2041280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2041278.500000 Penalty: 4819.351562
	Iteration 107Q: 3 clusters Score -2041278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2041278.750000 Penalty: 4819.351562
	Iteration 108Q: 3 clusters Score -2041279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2041278.750000 Penalty: 4819.351562
	Iteration 109F: 3 clusters Score -2041279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Entering Unmasked Estep 
Score: -264432.437500 Penalty: 1909.560913
	Iteration 0F: 2 clusters Score -264432.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -261693.734375 Penalty: 3819.121826
	Iteration 0F: 3 clusters Score -261693.7 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -262222.906250 Penalty: 3819.121826
	Iteration 1F: 3 clusters Score -262222.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -262377.843750 Penalty: 3819.121826
	Iteration 2F: 3 clusters Score -262377.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -262472.343750 Penalty: 3819.121826
	Iteration 3Q: 3 clusters Score -262472.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -262527.062500 Penalty: 3819.121826
	Iteration 4Q: 3 clusters Score -262527.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -262570.218750 Penalty: 3819.121826
	Iteration 5Q: 3 clusters Score -262570.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -262593.187500 Penalty: 3819.121826
	Iteration 6Q: 3 clusters Score -262593.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -262621.718750 Penalty: 3819.121826
	Iteration 7Q: 3 clusters Score -262621.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -262650.343750 Penalty: 3819.121826
	Iteration 8Q: 3 clusters Score -262650.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -262674.656250 Penalty: 3819.121826
	Iteration 9Q: 3 clusters Score -262674.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -262693.906250 Penalty: 3819.121826
	Iteration 10Q: 3 clusters Score -262693.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -262713.625000 Penalty: 3819.121826
	Iteration 11Q: 3 clusters Score -262713.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -262724.250000 Penalty: 3819.121826
	Iteration 12Q: 3 clusters Score -262724.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -262732.218750 Penalty: 3819.121826
	Iteration 13Q: 3 clusters Score -262732.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -262738.125000 Penalty: 3819.121826
	Iteration 14Q: 3 clusters Score -262738.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -262749.250000 Penalty: 3819.121826
	Iteration 15Q: 3 clusters Score -262749.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -262754.593750 Penalty: 3819.121826
	Iteration 16Q: 3 clusters Score -262754.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -262760.437500 Penalty: 3819.121826
	Iteration 17Q: 3 clusters Score -262760.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -262764.031250 Penalty: 3819.121826
	Iteration 18Q: 3 clusters Score -262764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -262767.687500 Penalty: 3819.121826
	Iteration 19Q: 3 clusters Score -262767.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -262772.250000 Penalty: 3819.121826
	Iteration 20F: 3 clusters Score -262772.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -262780.750000 Penalty: 3819.121826
	Iteration 21Q: 3 clusters Score -262780.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -262789.062500 Penalty: 3819.121826
	Iteration 22Q: 3 clusters Score -262789.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -262794.750000 Penalty: 3819.121826
	Iteration 23Q: 3 clusters Score -262794.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -262802.250000 Penalty: 3819.121826
	Iteration 24Q: 3 clusters Score -262802.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -262814.562500 Penalty: 3819.121826
	Iteration 25Q: 3 clusters Score -262814.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -262825.937500 Penalty: 3819.121826
	Iteration 26Q: 3 clusters Score -262825.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -262834.937500 Penalty: 3819.121826
	Iteration 27Q: 3 clusters Score -262834.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -262844.656250 Penalty: 3819.121826
	Iteration 28Q: 3 clusters Score -262844.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -262851.500000 Penalty: 3819.121826
	Iteration 29Q: 3 clusters Score -262851.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -262860.031250 Penalty: 3819.121826
	Iteration 30Q: 3 clusters Score -262860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -262867.875000 Penalty: 3819.121826
	Iteration 31Q: 3 clusters Score -262867.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -262873.843750 Penalty: 3819.121826
	Iteration 32Q: 3 clusters Score -262873.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -262876.312500 Penalty: 3819.121826
	Iteration 33Q: 3 clusters Score -262876.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -262882.000000 Penalty: 3819.121826
	Iteration 34Q: 3 clusters Score -262882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -262886.781250 Penalty: 3819.121826
	Iteration 35Q: 3 clusters Score -262886.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -262889.718750 Penalty: 3819.121826
	Iteration 36Q: 3 clusters Score -262889.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -262890.187500 Penalty: 3819.121826
	Iteration 37Q: 3 clusters Score -262890.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -262893.156250 Penalty: 3819.121826
	Iteration 38Q: 3 clusters Score -262893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -262898.593750 Penalty: 3819.121826
	Iteration 39Q: 3 clusters Score -262898.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -262902.093750 Penalty: 3819.121826
	Iteration 40F: 3 clusters Score -262902.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -262905.812500 Penalty: 3819.121826
	Iteration 41Q: 3 clusters Score -262905.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -262906.750000 Penalty: 3819.121826
	Iteration 42Q: 3 clusters Score -262906.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -262906.718750 Penalty: 3819.121826
	Iteration 43Q: 3 clusters Score -262906.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -262906.718750 Penalty: 3819.121826
	Iteration 44F: 3 clusters Score -262906.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Entering Unmasked Estep 
Score: -1236365.500000 Penalty: 2271.391357
	Iteration 0F: 2 clusters Score -1236366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1228996.875000 Penalty: 4542.782715
	Iteration 0F: 3 clusters Score -1228997 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1231183.875000 Penalty: 4542.782715
	Iteration 1F: 3 clusters Score -1231184 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1231519.000000 Penalty: 4542.782715
	Iteration 2F: 3 clusters Score -1231519 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1231817.500000 Penalty: 4542.782715
	Iteration 3F: 3 clusters Score -1231818 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1232103.000000 Penalty: 4542.782715
	Iteration 4F: 3 clusters Score -1232103 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1232438.875000 Penalty: 4542.782715
	Iteration 5F: 3 clusters Score -1232439 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1232851.375000 Penalty: 4542.782715
	Iteration 6F: 3 clusters Score -1232851 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1233349.500000 Penalty: 4542.782715
	Iteration 7F: 3 clusters Score -1233350 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1233940.500000 Penalty: 4542.782715
	Iteration 8F: 3 clusters Score -1233940 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1234463.250000 Penalty: 4542.782715
	Iteration 9F: 3 clusters Score -1234463 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1234842.125000 Penalty: 4542.782715
	Iteration 10Q: 3 clusters Score -1234842 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1235082.875000 Penalty: 4542.782715
	Iteration 11Q: 3 clusters Score -1235083 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1235205.000000 Penalty: 4542.782715
	Iteration 12Q: 3 clusters Score -1235205 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1235289.125000 Penalty: 4542.782715
	Iteration 13Q: 3 clusters Score -1235289 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1235344.250000 Penalty: 4542.782715
	Iteration 14Q: 3 clusters Score -1235344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1235371.750000 Penalty: 4542.782715
	Iteration 15Q: 3 clusters Score -1235372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1235388.250000 Penalty: 4542.782715
	Iteration 16Q: 3 clusters Score -1235388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1235397.250000 Penalty: 4542.782715
	Iteration 17Q: 3 clusters Score -1235397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1235404.000000 Penalty: 4542.782715
	Iteration 18Q: 3 clusters Score -1235404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1235404.500000 Penalty: 4542.782715
	Iteration 19Q: 3 clusters Score -1235404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1235406.250000 Penalty: 4542.782715
	Iteration 20F: 3 clusters Score -1235406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1235409.000000 Penalty: 4542.782715
	Iteration 21Q: 3 clusters Score -1235409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1235407.875000 Penalty: 4542.782715
	Iteration 22Q: 3 clusters Score -1235408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1235409.000000 Penalty: 4542.782715
	Iteration 23Q: 3 clusters Score -1235409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1235413.125000 Penalty: 4542.782715
	Iteration 24Q: 3 clusters Score -1235413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1235413.125000 Penalty: 4542.782715
	Iteration 25F: 3 clusters Score -1235413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Entering Unmasked Estep 
Score: -926659.750000 Penalty: 2208.852783
	Iteration 0F: 2 clusters Score -926659.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -920633.875000 Penalty: 4417.705566
	Iteration 0F: 3 clusters Score -920633.9 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -922272.125000 Penalty: 4417.705566
	Iteration 1F: 3 clusters Score -922272.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -922509.750000 Penalty: 4417.705566
	Iteration 2F: 3 clusters Score -922509.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -922684.562500 Penalty: 4417.705566
	Iteration 3Q: 3 clusters Score -922684.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -922823.875000 Penalty: 4417.705566
	Iteration 4Q: 3 clusters Score -922823.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -922928.125000 Penalty: 4417.705566
	Iteration 5Q: 3 clusters Score -922928.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -923011.312500 Penalty: 4417.705566
	Iteration 6Q: 3 clusters Score -923011.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -923090.562500 Penalty: 4417.705566
	Iteration 7Q: 3 clusters Score -923090.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -923159.437500 Penalty: 4417.705566
	Iteration 8Q: 3 clusters Score -923159.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -923232.812500 Penalty: 4417.705566
	Iteration 9Q: 3 clusters Score -923232.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -923302.937500 Penalty: 4417.705566
	Iteration 10Q: 3 clusters Score -923302.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -923381.250000 Penalty: 4417.705566
	Iteration 11Q: 3 clusters Score -923381.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -923464.687500 Penalty: 4417.705566
	Iteration 12Q: 3 clusters Score -923464.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -923556.000000 Penalty: 4417.705566
	Iteration 13Q: 3 clusters Score -923556 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -923644.000000 Penalty: 4417.705566
	Iteration 14Q: 3 clusters Score -923644 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -923767.000000 Penalty: 4417.705566
	Iteration 15Q: 3 clusters Score -923767 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -923902.375000 Penalty: 4417.705566
	Iteration 16Q: 3 clusters Score -923902.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -924031.000000 Penalty: 4417.705566
	Iteration 17Q: 3 clusters Score -924031 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -924168.500000 Penalty: 4417.705566
	Iteration 18Q: 3 clusters Score -924168.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -924278.000000 Penalty: 4417.705566
	Iteration 19Q: 3 clusters Score -924278 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -924371.500000 Penalty: 4417.705566
	Iteration 20F: 3 clusters Score -924371.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -924458.812500 Penalty: 4417.705566
	Iteration 21Q: 3 clusters Score -924458.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -924532.125000 Penalty: 4417.705566
	Iteration 22Q: 3 clusters Score -924532.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -924591.937500 Penalty: 4417.705566
	Iteration 23Q: 3 clusters Score -924591.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -924631.125000 Penalty: 4417.705566
	Iteration 24Q: 3 clusters Score -924631.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -924661.437500 Penalty: 4417.705566
	Iteration 25Q: 3 clusters Score -924661.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -924686.625000 Penalty: 4417.705566
	Iteration 26Q: 3 clusters Score -924686.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -924700.187500 Penalty: 4417.705566
	Iteration 27Q: 3 clusters Score -924700.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -924714.250000 Penalty: 4417.705566
	Iteration 28Q: 3 clusters Score -924714.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -924725.000000 Penalty: 4417.705566
	Iteration 29Q: 3 clusters Score -924725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -924731.562500 Penalty: 4417.705566
	Iteration 30Q: 3 clusters Score -924731.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -924735.625000 Penalty: 4417.705566
	Iteration 31Q: 3 clusters Score -924735.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -924744.312500 Penalty: 4417.705566
	Iteration 32Q: 3 clusters Score -924744.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -924750.562500 Penalty: 4417.705566
	Iteration 33Q: 3 clusters Score -924750.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -924751.875000 Penalty: 4417.705566
	Iteration 34Q: 3 clusters Score -924751.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -924758.250000 Penalty: 4417.705566
	Iteration 35Q: 3 clusters Score -924758.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -924759.625000 Penalty: 4417.705566
	Iteration 36Q: 3 clusters Score -924759.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -924762.625000 Penalty: 4417.705566
	Iteration 37Q: 3 clusters Score -924762.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -924768.937500 Penalty: 4417.705566
	Iteration 38Q: 3 clusters Score -924768.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -924775.000000 Penalty: 4417.705566
	Iteration 39Q: 3 clusters Score -924775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -924778.437500 Penalty: 4417.705566
	Iteration 40F: 3 clusters Score -924778.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -924784.375000 Penalty: 4417.705566
	Iteration 41Q: 3 clusters Score -924784.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -924788.562500 Penalty: 4417.705566
	Iteration 42Q: 3 clusters Score -924788.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -924789.187500 Penalty: 4417.705566
	Iteration 43Q: 3 clusters Score -924789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -924790.250000 Penalty: 4417.705566
	Iteration 44Q: 3 clusters Score -924790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -924791.312500 Penalty: 4417.705566
	Iteration 45Q: 3 clusters Score -924791.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -924790.937500 Penalty: 4417.705566
	Iteration 46Q: 3 clusters Score -924790.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -924790.937500 Penalty: 4417.705566
	Iteration 47F: 3 clusters Score -924790.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -67226.609375 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -67226.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65916.664062 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -65916.66 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -66641.851562 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -66641.85 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -67290.820312 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -67290.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -67705.445312 Penalty: 3213.340576
	Iteration 3F: 3 clusters Score -67705.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -67749.601562 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -67749.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -67760.601562 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -67760.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -67795.460938 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -67795.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -67812.632812 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -67812.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -67812.632812 Penalty: 3213.340576
	Iteration 8F: 3 clusters Score -67812.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7369 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 178 members 
Mstep: Class 9 contains 15923 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11868 members 
Mstep: Class 12 contains 175929 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7515 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98685 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89343 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 78309 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9920 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Mstep: Class 43 contains 473 members 
Entering Unmasked Estep 
Score: -150948704.000000 Penalty: 149390.437500
Splitting cluster 8 changes total score from -150949696.000000 to -150948704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (15923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Entering Unmasked Estep 
Score: -1936443.250000 Penalty: 2399.529053
	Iteration 0F: 2 clusters Score -1936443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1924931.250000 Penalty: 4799.058105
	Iteration 0F: 3 clusters Score -1924931 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1928741.875000 Penalty: 4799.058105
	Iteration 1F: 3 clusters Score -1928742 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1929305.625000 Penalty: 4799.058105
	Iteration 2F: 3 clusters Score -1929306 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1929809.000000 Penalty: 4799.058105
	Iteration 3F: 3 clusters Score -1929809 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1930307.125000 Penalty: 4799.058105
	Iteration 4F: 3 clusters Score -1930307 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1930772.625000 Penalty: 4799.058105
	Iteration 5F: 3 clusters Score -1930773 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1931230.750000 Penalty: 4799.058105
	Iteration 6F: 3 clusters Score -1931231 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1931658.500000 Penalty: 4799.058105
	Iteration 7Q: 3 clusters Score -1931658 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1932023.375000 Penalty: 4799.058105
	Iteration 8Q: 3 clusters Score -1932023 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1932330.500000 Penalty: 4799.058105
	Iteration 9Q: 3 clusters Score -1932330 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1932577.750000 Penalty: 4799.058105
	Iteration 10Q: 3 clusters Score -1932578 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1932779.500000 Penalty: 4799.058105
	Iteration 11Q: 3 clusters Score -1932780 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1932932.000000 Penalty: 4799.058105
	Iteration 12Q: 3 clusters Score -1932932 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1933057.125000 Penalty: 4799.058105
	Iteration 13Q: 3 clusters Score -1933057 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1933175.250000 Penalty: 4799.058105
	Iteration 14Q: 3 clusters Score -1933175 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1933327.250000 Penalty: 4799.058105
	Iteration 15Q: 3 clusters Score -1933327 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1933496.875000 Penalty: 4799.058105
	Iteration 16Q: 3 clusters Score -1933497 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1933662.375000 Penalty: 4799.058105
	Iteration 17Q: 3 clusters Score -1933662 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1933779.125000 Penalty: 4799.058105
	Iteration 18Q: 3 clusters Score -1933779 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1933887.875000 Penalty: 4799.058105
	Iteration 19Q: 3 clusters Score -1933888 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1934026.250000 Penalty: 4799.058105
	Iteration 20F: 3 clusters Score -1934026 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1934132.750000 Penalty: 4799.058105
	Iteration 21Q: 3 clusters Score -1934133 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1934213.375000 Penalty: 4799.058105
	Iteration 22Q: 3 clusters Score -1934213 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1934282.250000 Penalty: 4799.058105
	Iteration 23Q: 3 clusters Score -1934282 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1934343.375000 Penalty: 4799.058105
	Iteration 24Q: 3 clusters Score -1934343 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1934389.000000 Penalty: 4799.058105
	Iteration 25Q: 3 clusters Score -1934389 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1934431.250000 Penalty: 4799.058105
	Iteration 26Q: 3 clusters Score -1934431 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1934465.375000 Penalty: 4799.058105
	Iteration 27Q: 3 clusters Score -1934465 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1934504.250000 Penalty: 4799.058105
	Iteration 28Q: 3 clusters Score -1934504 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1934538.500000 Penalty: 4799.058105
	Iteration 29Q: 3 clusters Score -1934538 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1934561.625000 Penalty: 4799.058105
	Iteration 30Q: 3 clusters Score -1934562 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1934588.625000 Penalty: 4799.058105
	Iteration 31Q: 3 clusters Score -1934589 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1934603.250000 Penalty: 4799.058105
	Iteration 32Q: 3 clusters Score -1934603 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1934607.875000 Penalty: 4799.058105
	Iteration 33Q: 3 clusters Score -1934608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1934617.875000 Penalty: 4799.058105
	Iteration 34Q: 3 clusters Score -1934618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1934617.250000 Penalty: 4799.058105
	Iteration 35Q: 3 clusters Score -1934617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1934622.625000 Penalty: 4799.058105
	Iteration 36Q: 3 clusters Score -1934623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1934628.750000 Penalty: 4799.058105
	Iteration 37Q: 3 clusters Score -1934629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1934626.375000 Penalty: 4799.058105
	Iteration 38Q: 3 clusters Score -1934626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1934629.750000 Penalty: 4799.058105
	Iteration 39Q: 3 clusters Score -1934630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1934629.000000 Penalty: 4799.058105
	Iteration 40F: 3 clusters Score -1934629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1934631.375000 Penalty: 4799.058105
	Iteration 41Q: 3 clusters Score -1934631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1934631.250000 Penalty: 4799.058105
	Iteration 42Q: 3 clusters Score -1934631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1934631.000000 Penalty: 4799.058105
	Iteration 43Q: 3 clusters Score -1934631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1934632.875000 Penalty: 4799.058105
	Iteration 44Q: 3 clusters Score -1934633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1934631.500000 Penalty: 4799.058105
	Iteration 45Q: 3 clusters Score -1934632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1934632.125000 Penalty: 4799.058105
	Iteration 46Q: 3 clusters Score -1934632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1934633.875000 Penalty: 4799.058105
	Iteration 47Q: 3 clusters Score -1934634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1934635.625000 Penalty: 4799.058105
	Iteration 48Q: 3 clusters Score -1934636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1934638.250000 Penalty: 4799.058105
	Iteration 49Q: 3 clusters Score -1934638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1934637.625000 Penalty: 4799.058105
	Iteration 50Q: 3 clusters Score -1934638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1934636.625000 Penalty: 4799.058105
	Iteration 51Q: 3 clusters Score -1934637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1934637.375000 Penalty: 4799.058105
	Iteration 52Q: 3 clusters Score -1934637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1934639.750000 Penalty: 4799.058105
	Iteration 53Q: 3 clusters Score -1934640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1934636.750000 Penalty: 4799.058105
	Iteration 54Q: 3 clusters Score -1934637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1934634.125000 Penalty: 4799.058105
	Iteration 55Q: 3 clusters Score -1934634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1934634.500000 Penalty: 4799.058105
	Iteration 56Q: 3 clusters Score -1934634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1934637.000000 Penalty: 4799.058105
	Iteration 57Q: 3 clusters Score -1934637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1934641.125000 Penalty: 4799.058105
	Iteration 58Q: 3 clusters Score -1934641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1934641.875000 Penalty: 4799.058105
	Iteration 59Q: 3 clusters Score -1934642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1934641.875000 Penalty: 4799.058105
	Iteration 60F: 3 clusters Score -1934642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (171812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171812 members 
Entering Unmasked Estep 
Score: -22238454.000000 Penalty: 2989.430664
	Iteration 0F: 2 clusters Score -2.223845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85712 members 
Mstep: Class 2 contains 86100 members 
Entering Unmasked Estep 
Score: -22129062.000000 Penalty: 5978.861328
	Iteration 0F: 3 clusters Score -2.212906e+07 nChanged 82340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80430 members 
Mstep: Class 2 contains 91382 members 
Entering Unmasked Estep 
Score: -22177348.000000 Penalty: 5978.861328
	Iteration 1F: 3 clusters Score -2.217735e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77230 members 
Mstep: Class 2 contains 94582 members 
Entering Unmasked Estep 
Score: -22179446.000000 Penalty: 5978.861328
	Iteration 2Q: 3 clusters Score -2.217945e+07 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72174 members 
Mstep: Class 2 contains 99638 members 
Entering Unmasked Estep 
Score: -22182722.000000 Penalty: 5978.861328
	Iteration 3Q: 3 clusters Score -2.218272e+07 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 106880 members 
Entering Unmasked Estep 
Score: -22187788.000000 Penalty: 5978.861328
	Iteration 4F: 3 clusters Score -2.218779e+07 nChanged 12096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 116310 members 
Entering Unmasked Estep 
Score: -22194860.000000 Penalty: 5978.861328
	Iteration 5F: 3 clusters Score -2.219486e+07 nChanged 12726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 127042 members 
Entering Unmasked Estep 
Score: -22202774.000000 Penalty: 5978.861328
	Iteration 6F: 3 clusters Score -2.220277e+07 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 137857 members 
Entering Unmasked Estep 
Score: -22211280.000000 Penalty: 5978.861328
	Iteration 7F: 3 clusters Score -2.221128e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 147834 members 
Entering Unmasked Estep 
Score: -22218742.000000 Penalty: 5978.861328
	Iteration 8F: 3 clusters Score -2.221874e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 156196 members 
Entering Unmasked Estep 
Score: -22225386.000000 Penalty: 5978.861328
	Iteration 9Q: 3 clusters Score -2.222539e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 162724 members 
Entering Unmasked Estep 
Score: -22230342.000000 Penalty: 5978.861328
	Iteration 10Q: 3 clusters Score -2.223034e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 167048 members 
Entering Unmasked Estep 
Score: -22233052.000000 Penalty: 5978.861328
	Iteration 11Q: 3 clusters Score -2.223305e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 169470 members 
Entering Unmasked Estep 
Score: -22234594.000000 Penalty: 5978.861328
	Iteration 12Q: 3 clusters Score -2.223459e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 170594 members 
Entering Unmasked Estep 
Score: -22235292.000000 Penalty: 5978.861328
	Iteration 13Q: 3 clusters Score -2.223529e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 171035 members 
Entering Unmasked Estep 
Score: -22235570.000000 Penalty: 5978.861328
	Iteration 14Q: 3 clusters Score -2.223557e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 171209 members 
Entering Unmasked Estep 
Score: -22235678.000000 Penalty: 5978.861328
	Iteration 15Q: 3 clusters Score -2.223568e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 171297 members 
Entering Unmasked Estep 
Score: -22235754.000000 Penalty: 5978.861328
	Iteration 16Q: 3 clusters Score -2.223575e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 171339 members 
Entering Unmasked Estep 
Score: -22235800.000000 Penalty: 5978.861328
	Iteration 17Q: 3 clusters Score -2.22358e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 171364 members 
Entering Unmasked Estep 
Score: -22235812.000000 Penalty: 5978.861328
	Iteration 18Q: 3 clusters Score -2.223581e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 171378 members 
Entering Unmasked Estep 
Score: -22235824.000000 Penalty: 5978.861328
	Iteration 19Q: 3 clusters Score -2.223582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 171385 members 
Entering Unmasked Estep 
Score: -22235860.000000 Penalty: 5978.861328
	Iteration 20F: 3 clusters Score -2.223586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 171388 members 
Entering Unmasked Estep 
Score: -22235860.000000 Penalty: 5978.861328
	Iteration 21Q: 3 clusters Score -2.223586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 171394 members 
Entering Unmasked Estep 
Score: -22235890.000000 Penalty: 5978.861328
	Iteration 22Q: 3 clusters Score -2.223589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 171398 members 
Entering Unmasked Estep 
Score: -22235874.000000 Penalty: 5978.861328
	Iteration 23Q: 3 clusters Score -2.223587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 171401 members 
Entering Unmasked Estep 
Score: -22235894.000000 Penalty: 5978.861328
	Iteration 24Q: 3 clusters Score -2.223589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 171403 members 
Entering Unmasked Estep 
Score: -22235906.000000 Penalty: 5978.861328
	Iteration 25Q: 3 clusters Score -2.223591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 171407 members 
Entering Unmasked Estep 
Score: -22235912.000000 Penalty: 5978.861328
	Iteration 26Q: 3 clusters Score -2.223591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 171408 members 
Entering Unmasked Estep 
Score: -22235908.000000 Penalty: 5978.861328
	Iteration 27Q: 3 clusters Score -2.223591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 171409 members 
Entering Unmasked Estep 
Score: -22235902.000000 Penalty: 5978.861328
	Iteration 28Q: 3 clusters Score -2.22359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 171410 members 
Entering Unmasked Estep 
Score: -22235908.000000 Penalty: 5978.861328
	Iteration 29Q: 3 clusters Score -2.223591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 171411 members 
Entering Unmasked Estep 
Score: -22235908.000000 Penalty: 5978.861328
	Iteration 30Q: 3 clusters Score -2.223591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 171412 members 
Entering Unmasked Estep 
Score: -22235900.000000 Penalty: 5978.861328
	Iteration 31Q: 3 clusters Score -2.22359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 171414 members 
Entering Unmasked Estep 
Score: -22235906.000000 Penalty: 5978.861328
	Iteration 32Q: 3 clusters Score -2.223591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 171413 members 
Entering Unmasked Estep 
Score: -22235908.000000 Penalty: 5978.861328
	Iteration 33Q: 3 clusters Score -2.223591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 171413 members 
Entering Unmasked Estep 
Score: -22235908.000000 Penalty: 5978.861328
	Iteration 34F: 3 clusters Score -2.223591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Entering Unmasked Estep 
Score: -1433058.500000 Penalty: 2326.637207
	Iteration 0F: 2 clusters Score -1433058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1424193.625000 Penalty: 4653.274414
	Iteration 0F: 3 clusters Score -1424194 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1426868.250000 Penalty: 4653.274414
	Iteration 1F: 3 clusters Score -1426868 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1427278.000000 Penalty: 4653.274414
	Iteration 2F: 3 clusters Score -1427278 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1427718.375000 Penalty: 4653.274414
	Iteration 3F: 3 clusters Score -1427718 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1428194.375000 Penalty: 4653.274414
	Iteration 4F: 3 clusters Score -1428194 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1428706.750000 Penalty: 4653.274414
	Iteration 5F: 3 clusters Score -1428707 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1429208.500000 Penalty: 4653.274414
	Iteration 6F: 3 clusters Score -1429208 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1429658.750000 Penalty: 4653.274414
	Iteration 7F: 3 clusters Score -1429659 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1430033.125000 Penalty: 4653.274414
	Iteration 8Q: 3 clusters Score -1430033 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1430304.375000 Penalty: 4653.274414
	Iteration 9Q: 3 clusters Score -1430304 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1430507.125000 Penalty: 4653.274414
	Iteration 10Q: 3 clusters Score -1430507 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1430669.250000 Penalty: 4653.274414
	Iteration 11Q: 3 clusters Score -1430669 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1430805.000000 Penalty: 4653.274414
	Iteration 12Q: 3 clusters Score -1430805 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1430887.875000 Penalty: 4653.274414
	Iteration 13Q: 3 clusters Score -1430888 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1430950.625000 Penalty: 4653.274414
	Iteration 14Q: 3 clusters Score -1430951 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1430993.625000 Penalty: 4653.274414
	Iteration 15Q: 3 clusters Score -1430994 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1431032.250000 Penalty: 4653.274414
	Iteration 16Q: 3 clusters Score -1431032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1431054.750000 Penalty: 4653.274414
	Iteration 17Q: 3 clusters Score -1431055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1431068.250000 Penalty: 4653.274414
	Iteration 18Q: 3 clusters Score -1431068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1431085.375000 Penalty: 4653.274414
	Iteration 19Q: 3 clusters Score -1431085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1431092.625000 Penalty: 4653.274414
	Iteration 20F: 3 clusters Score -1431093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1431097.500000 Penalty: 4653.274414
	Iteration 21Q: 3 clusters Score -1431098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1431102.250000 Penalty: 4653.274414
	Iteration 22Q: 3 clusters Score -1431102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1431105.000000 Penalty: 4653.274414
	Iteration 23Q: 3 clusters Score -1431105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1431103.250000 Penalty: 4653.274414
	Iteration 24Q: 3 clusters Score -1431103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1431106.875000 Penalty: 4653.274414
	Iteration 25Q: 3 clusters Score -1431107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1431108.375000 Penalty: 4653.274414
	Iteration 26Q: 3 clusters Score -1431108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1431107.625000 Penalty: 4653.274414
	Iteration 27Q: 3 clusters Score -1431108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1431109.375000 Penalty: 4653.274414
	Iteration 28Q: 3 clusters Score -1431109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1431108.625000 Penalty: 4653.274414
	Iteration 29Q: 3 clusters Score -1431109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1431109.375000 Penalty: 4653.274414
	Iteration 30Q: 3 clusters Score -1431109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1431108.500000 Penalty: 4653.274414
	Iteration 31Q: 3 clusters Score -1431108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1431107.625000 Penalty: 4653.274414
	Iteration 32Q: 3 clusters Score -1431108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1431109.625000 Penalty: 4653.274414
	Iteration 33Q: 3 clusters Score -1431110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1431108.250000 Penalty: 4653.274414
	Iteration 34Q: 3 clusters Score -1431108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1431108.750000 Penalty: 4653.274414
	Iteration 35Q: 3 clusters Score -1431109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1431108.750000 Penalty: 4653.274414
	Iteration 36F: 3 clusters Score -1431109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (175929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175929 members 
Entering Unmasked Estep 
Score: -22558580.000000 Penalty: 2995.303223
	Iteration 0F: 2 clusters Score -2.255858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87690 members 
Mstep: Class 2 contains 88239 members 
Entering Unmasked Estep 
Score: -22441336.000000 Penalty: 5990.606445
	Iteration 0F: 3 clusters Score -2.244134e+07 nChanged 84021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83957 members 
Mstep: Class 2 contains 91972 members 
Entering Unmasked Estep 
Score: -22490214.000000 Penalty: 5990.606445
	Iteration 1F: 3 clusters Score -2.249021e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81718 members 
Mstep: Class 2 contains 94211 members 
Entering Unmasked Estep 
Score: -22491664.000000 Penalty: 5990.606445
	Iteration 2Q: 3 clusters Score -2.249166e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78234 members 
Mstep: Class 2 contains 97695 members 
Entering Unmasked Estep 
Score: -22493380.000000 Penalty: 5990.606445
	Iteration 3Q: 3 clusters Score -2.249338e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 102885 members 
Entering Unmasked Estep 
Score: -22496210.000000 Penalty: 5990.606445
	Iteration 4Q: 3 clusters Score -2.249621e+07 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65481 members 
Mstep: Class 2 contains 110448 members 
Entering Unmasked Estep 
Score: -22500476.000000 Penalty: 5990.606445
	Iteration 5F: 3 clusters Score -2.250048e+07 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 120624 members 
Entering Unmasked Estep 
Score: -22507554.000000 Penalty: 5990.606445
	Iteration 6F: 3 clusters Score -2.250755e+07 nChanged 13138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 133222 members 
Entering Unmasked Estep 
Score: -22517752.000000 Penalty: 5990.606445
	Iteration 7F: 3 clusters Score -2.251775e+07 nChanged 13935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 146769 members 
Entering Unmasked Estep 
Score: -22530312.000000 Penalty: 5990.606445
	Iteration 8F: 3 clusters Score -2.253031e+07 nChanged 12105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 158722 members 
Entering Unmasked Estep 
Score: -22542154.000000 Penalty: 5990.606445
	Iteration 9F: 3 clusters Score -2.254215e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 166858 members 
Entering Unmasked Estep 
Score: -22550218.000000 Penalty: 5990.606445
	Iteration 10Q: 3 clusters Score -2.255022e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 171245 members 
Entering Unmasked Estep 
Score: -22554148.000000 Penalty: 5990.606445
	Iteration 11Q: 3 clusters Score -2.255415e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 173153 members 
Entering Unmasked Estep 
Score: -22555856.000000 Penalty: 5990.606445
	Iteration 12Q: 3 clusters Score -2.255586e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 173835 members 
Entering Unmasked Estep 
Score: -22556594.000000 Penalty: 5990.606445
	Iteration 13Q: 3 clusters Score -2.255659e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 174063 members 
Entering Unmasked Estep 
Score: -22556982.000000 Penalty: 5990.606445
	Iteration 14Q: 3 clusters Score -2.255698e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 174143 members 
Entering Unmasked Estep 
Score: -22557194.000000 Penalty: 5990.606445
	Iteration 15Q: 3 clusters Score -2.255719e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 174164 members 
Entering Unmasked Estep 
Score: -22557342.000000 Penalty: 5990.606445
	Iteration 16Q: 3 clusters Score -2.255734e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 174176 members 
Entering Unmasked Estep 
Score: -22557382.000000 Penalty: 5990.606445
	Iteration 17Q: 3 clusters Score -2.255738e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 174184 members 
Entering Unmasked Estep 
Score: -22557400.000000 Penalty: 5990.606445
	Iteration 18Q: 3 clusters Score -2.25574e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 174182 members 
Entering Unmasked Estep 
Score: -22557474.000000 Penalty: 5990.606445
	Iteration 19Q: 3 clusters Score -2.255747e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 174183 members 
Entering Unmasked Estep 
Score: -22557510.000000 Penalty: 5990.606445
	Iteration 20F: 3 clusters Score -2.255751e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 174178 members 
Entering Unmasked Estep 
Score: -22557500.000000 Penalty: 5990.606445
	Iteration 21Q: 3 clusters Score -2.25575e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 174175 members 
Entering Unmasked Estep 
Score: -22557516.000000 Penalty: 5990.606445
	Iteration 22Q: 3 clusters Score -2.255752e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 174160 members 
Entering Unmasked Estep 
Score: -22557538.000000 Penalty: 5990.606445
	Iteration 23Q: 3 clusters Score -2.255754e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 174155 members 
Entering Unmasked Estep 
Score: -22557556.000000 Penalty: 5990.606445
	Iteration 24Q: 3 clusters Score -2.255756e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 174154 members 
Entering Unmasked Estep 
Score: -22557540.000000 Penalty: 5990.606445
	Iteration 25Q: 3 clusters Score -2.255754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 174151 members 
Entering Unmasked Estep 
Score: -22557538.000000 Penalty: 5990.606445
	Iteration 26Q: 3 clusters Score -2.255754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 174150 members 
Entering Unmasked Estep 
Score: -22557526.000000 Penalty: 5990.606445
	Iteration 27Q: 3 clusters Score -2.255753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 174151 members 
Entering Unmasked Estep 
Score: -22557534.000000 Penalty: 5990.606445
	Iteration 28Q: 3 clusters Score -2.255753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 174151 members 
Entering Unmasked Estep 
Score: -22557534.000000 Penalty: 5990.606445
	Iteration 29F: 3 clusters Score -2.255753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65345 members 
Entering Unmasked Estep 
Score: -8343021.500000 Penalty: 2749.684326
	Iteration 0F: 2 clusters Score -8343022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -8299251.000000 Penalty: 5499.368652
	Iteration 0F: 3 clusters Score -8299251 nChanged 30464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -8316149.500000 Penalty: 5499.368652
	Iteration 1F: 3 clusters Score -8316150 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -8317102.000000 Penalty: 5499.368652
	Iteration 2Q: 3 clusters Score -8317102 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -8318425.500000 Penalty: 5499.368652
	Iteration 3Q: 3 clusters Score -8318426 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -8320118.500000 Penalty: 5499.368652
	Iteration 4F: 3 clusters Score -8320118 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -8322498.000000 Penalty: 5499.368652
	Iteration 5F: 3 clusters Score -8322498 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -8325847.500000 Penalty: 5499.368652
	Iteration 6F: 3 clusters Score -8325848 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -8330034.000000 Penalty: 5499.368652
	Iteration 7F: 3 clusters Score -8330034 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57264 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -8334004.000000 Penalty: 5499.368652
	Iteration 8F: 3 clusters Score -8334004 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60653 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -8337062.000000 Penalty: 5499.368652
	Iteration 9F: 3 clusters Score -8337062 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -8338897.000000 Penalty: 5499.368652
	Iteration 10Q: 3 clusters Score -8338897 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -8339809.500000 Penalty: 5499.368652
	Iteration 11Q: 3 clusters Score -8339810 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64333 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8340214.500000 Penalty: 5499.368652
	Iteration 12Q: 3 clusters Score -8340214 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64555 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8340425.500000 Penalty: 5499.368652
	Iteration 13Q: 3 clusters Score -8340426 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8340540.000000 Penalty: 5499.368652
	Iteration 14Q: 3 clusters Score -8340540 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8340590.000000 Penalty: 5499.368652
	Iteration 15Q: 3 clusters Score -8340590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64764 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8340611.000000 Penalty: 5499.368652
	Iteration 16Q: 3 clusters Score -8340611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8340643.500000 Penalty: 5499.368652
	Iteration 17Q: 3 clusters Score -8340644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8340669.500000 Penalty: 5499.368652
	Iteration 18Q: 3 clusters Score -8340670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8340678.500000 Penalty: 5499.368652
	Iteration 19Q: 3 clusters Score -8340678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64840 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8340701.500000 Penalty: 5499.368652
	Iteration 20F: 3 clusters Score -8340702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64850 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8340696.500000 Penalty: 5499.368652
	Iteration 21Q: 3 clusters Score -8340696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8340701.000000 Penalty: 5499.368652
	Iteration 22Q: 3 clusters Score -8340701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8340713.500000 Penalty: 5499.368652
	Iteration 23Q: 3 clusters Score -8340714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8340713.500000 Penalty: 5499.368652
	Iteration 24Q: 3 clusters Score -8340714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64866 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8340717.000000 Penalty: 5499.368652
	Iteration 25Q: 3 clusters Score -8340717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8340722.000000 Penalty: 5499.368652
	Iteration 26Q: 3 clusters Score -8340722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8340722.000000 Penalty: 5499.368652
	Iteration 27F: 3 clusters Score -8340722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Entering Unmasked Estep 
Score: -147034.234375 Penalty: 1766.670898
	Iteration 0F: 2 clusters Score -147034.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -144968.484375 Penalty: 3533.341797
	Iteration 0F: 3 clusters Score -144968.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -145477.281250 Penalty: 3533.341797
	Iteration 1F: 3 clusters Score -145477.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -145761.484375 Penalty: 3533.341797
	Iteration 2F: 3 clusters Score -145761.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -146170.828125 Penalty: 3533.341797
	Iteration 3F: 3 clusters Score -146170.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -146702.515625 Penalty: 3533.341797
	Iteration 4F: 3 clusters Score -146702.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -147026.921875 Penalty: 3533.341797
	Iteration 5F: 3 clusters Score -147026.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -147270.656250 Penalty: 3533.341797
	Iteration 6Q: 3 clusters Score -147270.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -147505.734375 Penalty: 3533.341797
	Iteration 7Q: 3 clusters Score -147505.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -147716.125000 Penalty: 3533.341797
	Iteration 8Q: 3 clusters Score -147716.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -147799.125000 Penalty: 3533.341797
	Iteration 9Q: 3 clusters Score -147799.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -147890.515625 Penalty: 3533.341797
	Iteration 10Q: 3 clusters Score -147890.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -147921.640625 Penalty: 3533.341797
	Iteration 11Q: 3 clusters Score -147921.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -147922.812500 Penalty: 3533.341797
	Iteration 12Q: 3 clusters Score -147922.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -147922.812500 Penalty: 3533.341797
	Iteration 13F: 3 clusters Score -147922.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7369 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 15923 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11868 members 
Mstep: Class 12 contains 175929 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 631 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7515 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98685 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89343 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 78309 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9920 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Mstep: Class 43 contains 610 members 
Entering Unmasked Estep 
Score: -150948784.000000 Penalty: 149390.437500
Splitting cluster 14 changes total score from -150949696.000000 to -150948784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -365588.375000 Penalty: 1967.848145
	Iteration 0F: 2 clusters Score -365588.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -362462.531250 Penalty: 3935.696289
	Iteration 0F: 3 clusters Score -362462.5 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -363018.812500 Penalty: 3935.696289
	Iteration 1F: 3 clusters Score -363018.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -363148.562500 Penalty: 3935.696289
	Iteration 2F: 3 clusters Score -363148.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -363239.843750 Penalty: 3935.696289
	Iteration 3Q: 3 clusters Score -363239.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -363303.656250 Penalty: 3935.696289
	Iteration 4Q: 3 clusters Score -363303.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -363346.343750 Penalty: 3935.696289
	Iteration 5Q: 3 clusters Score -363346.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -363377.687500 Penalty: 3935.696289
	Iteration 6Q: 3 clusters Score -363377.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -363398.500000 Penalty: 3935.696289
	Iteration 7Q: 3 clusters Score -363398.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -363417.531250 Penalty: 3935.696289
	Iteration 8Q: 3 clusters Score -363417.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -363431.968750 Penalty: 3935.696289
	Iteration 9Q: 3 clusters Score -363432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -363445.031250 Penalty: 3935.696289
	Iteration 10Q: 3 clusters Score -363445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -363454.312500 Penalty: 3935.696289
	Iteration 11Q: 3 clusters Score -363454.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -363463.531250 Penalty: 3935.696289
	Iteration 12Q: 3 clusters Score -363463.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -363468.031250 Penalty: 3935.696289
	Iteration 13Q: 3 clusters Score -363468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -363475.687500 Penalty: 3935.696289
	Iteration 14Q: 3 clusters Score -363475.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -363483.000000 Penalty: 3935.696289
	Iteration 15Q: 3 clusters Score -363483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -363489.687500 Penalty: 3935.696289
	Iteration 16Q: 3 clusters Score -363489.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -363496.093750 Penalty: 3935.696289
	Iteration 17Q: 3 clusters Score -363496.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -363500.500000 Penalty: 3935.696289
	Iteration 18Q: 3 clusters Score -363500.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -363506.500000 Penalty: 3935.696289
	Iteration 19Q: 3 clusters Score -363506.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -363513.812500 Penalty: 3935.696289
	Iteration 20F: 3 clusters Score -363513.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -363516.718750 Penalty: 3935.696289
	Iteration 21Q: 3 clusters Score -363516.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -363518.531250 Penalty: 3935.696289
	Iteration 22Q: 3 clusters Score -363518.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -363520.937500 Penalty: 3935.696289
	Iteration 23Q: 3 clusters Score -363520.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -363522.781250 Penalty: 3935.696289
	Iteration 24Q: 3 clusters Score -363522.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -363523.843750 Penalty: 3935.696289
	Iteration 25Q: 3 clusters Score -363523.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -363523.906250 Penalty: 3935.696289
	Iteration 26Q: 3 clusters Score -363523.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -363526.125000 Penalty: 3935.696289
	Iteration 27Q: 3 clusters Score -363526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -363528.187500 Penalty: 3935.696289
	Iteration 28Q: 3 clusters Score -363528.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -363533.781250 Penalty: 3935.696289
	Iteration 29Q: 3 clusters Score -363533.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -363536.468750 Penalty: 3935.696289
	Iteration 30Q: 3 clusters Score -363536.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -363538.250000 Penalty: 3935.696289
	Iteration 31Q: 3 clusters Score -363538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -363537.906250 Penalty: 3935.696289
	Iteration 32Q: 3 clusters Score -363537.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -363537.906250 Penalty: 3935.696289
	Iteration 33F: 3 clusters Score -363537.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Entering Unmasked Estep 
Score: -831649.812500 Penalty: 2213.314697
	Iteration 0F: 2 clusters Score -831649.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -825541.062500 Penalty: 4426.629395
	Iteration 0F: 3 clusters Score -825541.1 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -827880.062500 Penalty: 4426.629395
	Iteration 1F: 3 clusters Score -827880.1 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -828841.125000 Penalty: 4426.629395
	Iteration 2F: 3 clusters Score -828841.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -829561.437500 Penalty: 4426.629395
	Iteration 3F: 3 clusters Score -829561.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -830120.125000 Penalty: 4426.629395
	Iteration 4F: 3 clusters Score -830120.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -830470.062500 Penalty: 4426.629395
	Iteration 5F: 3 clusters Score -830470.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -830689.500000 Penalty: 4426.629395
	Iteration 6Q: 3 clusters Score -830689.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -830814.250000 Penalty: 4426.629395
	Iteration 7Q: 3 clusters Score -830814.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -830898.250000 Penalty: 4426.629395
	Iteration 8Q: 3 clusters Score -830898.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -830972.062500 Penalty: 4426.629395
	Iteration 9Q: 3 clusters Score -830972.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -831015.562500 Penalty: 4426.629395
	Iteration 10Q: 3 clusters Score -831015.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -831045.250000 Penalty: 4426.629395
	Iteration 11Q: 3 clusters Score -831045.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -831068.312500 Penalty: 4426.629395
	Iteration 12Q: 3 clusters Score -831068.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -831090.875000 Penalty: 4426.629395
	Iteration 13Q: 3 clusters Score -831090.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -831115.562500 Penalty: 4426.629395
	Iteration 14Q: 3 clusters Score -831115.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -831134.312500 Penalty: 4426.629395
	Iteration 15Q: 3 clusters Score -831134.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -831144.437500 Penalty: 4426.629395
	Iteration 16Q: 3 clusters Score -831144.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -831156.250000 Penalty: 4426.629395
	Iteration 17Q: 3 clusters Score -831156.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -831164.687500 Penalty: 4426.629395
	Iteration 18Q: 3 clusters Score -831164.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -831174.562500 Penalty: 4426.629395
	Iteration 19Q: 3 clusters Score -831174.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -831182.937500 Penalty: 4426.629395
	Iteration 20F: 3 clusters Score -831182.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -831189.937500 Penalty: 4426.629395
	Iteration 21Q: 3 clusters Score -831189.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -831196.062500 Penalty: 4426.629395
	Iteration 22Q: 3 clusters Score -831196.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -831213.375000 Penalty: 4426.629395
	Iteration 23Q: 3 clusters Score -831213.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -831227.125000 Penalty: 4426.629395
	Iteration 24Q: 3 clusters Score -831227.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -831250.562500 Penalty: 4426.629395
	Iteration 25Q: 3 clusters Score -831250.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -831275.937500 Penalty: 4426.629395
	Iteration 26Q: 3 clusters Score -831275.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -831291.062500 Penalty: 4426.629395
	Iteration 27Q: 3 clusters Score -831291.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -831300.062500 Penalty: 4426.629395
	Iteration 28Q: 3 clusters Score -831300.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -831309.250000 Penalty: 4426.629395
	Iteration 29Q: 3 clusters Score -831309.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -831314.375000 Penalty: 4426.629395
	Iteration 30Q: 3 clusters Score -831314.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -831317.750000 Penalty: 4426.629395
	Iteration 31Q: 3 clusters Score -831317.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -831321.250000 Penalty: 4426.629395
	Iteration 32Q: 3 clusters Score -831321.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -831326.937500 Penalty: 4426.629395
	Iteration 33Q: 3 clusters Score -831326.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -831329.812500 Penalty: 4426.629395
	Iteration 34Q: 3 clusters Score -831329.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -831331.687500 Penalty: 4426.629395
	Iteration 35Q: 3 clusters Score -831331.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -831333.312500 Penalty: 4426.629395
	Iteration 36Q: 3 clusters Score -831333.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -831331.687500 Penalty: 4426.629395
	Iteration 37Q: 3 clusters Score -831331.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -831333.875000 Penalty: 4426.629395
	Iteration 38Q: 3 clusters Score -831333.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -831333.125000 Penalty: 4426.629395
	Iteration 39Q: 3 clusters Score -831333.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -831333.125000 Penalty: 4426.629395
	Iteration 40F: 3 clusters Score -831333.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (131282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131282 members 
Entering Unmasked Estep 
Score: -16883928.000000 Penalty: 2922.705566
	Iteration 0F: 2 clusters Score -1.688393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 65895 members 
Entering Unmasked Estep 
Score: -16796482.000000 Penalty: 5845.411133
	Iteration 0F: 3 clusters Score -1.679648e+07 nChanged 62626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62361 members 
Mstep: Class 2 contains 68921 members 
Entering Unmasked Estep 
Score: -16833512.000000 Penalty: 5845.411133
	Iteration 1F: 3 clusters Score -1.683351e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 70860 members 
Entering Unmasked Estep 
Score: -16834604.000000 Penalty: 5845.411133
	Iteration 2Q: 3 clusters Score -1.68346e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -16835920.000000 Penalty: 5845.411133
	Iteration 3Q: 3 clusters Score -1.683592e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 77897 members 
Entering Unmasked Estep 
Score: -16837912.000000 Penalty: 5845.411133
	Iteration 4Q: 3 clusters Score -1.683791e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 83882 members 
Entering Unmasked Estep 
Score: -16841260.000000 Penalty: 5845.411133
	Iteration 5Q: 3 clusters Score -1.684126e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 92128 members 
Entering Unmasked Estep 
Score: -16847176.000000 Penalty: 5845.411133
	Iteration 6F: 3 clusters Score -1.684718e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 102238 members 
Entering Unmasked Estep 
Score: -16855290.000000 Penalty: 5845.411133
	Iteration 7F: 3 clusters Score -1.685529e+07 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 112982 members 
Entering Unmasked Estep 
Score: -16864878.000000 Penalty: 5845.411133
	Iteration 8F: 3 clusters Score -1.686488e+07 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 121918 members 
Entering Unmasked Estep 
Score: -16872910.000000 Penalty: 5845.411133
	Iteration 9F: 3 clusters Score -1.687291e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 127234 members 
Entering Unmasked Estep 
Score: -16877794.000000 Penalty: 5845.411133
	Iteration 10Q: 3 clusters Score -1.687779e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 129685 members 
Entering Unmasked Estep 
Score: -16879846.000000 Penalty: 5845.411133
	Iteration 11Q: 3 clusters Score -1.687985e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 130573 members 
Entering Unmasked Estep 
Score: -16880620.000000 Penalty: 5845.411133
	Iteration 12Q: 3 clusters Score -1.688062e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 130836 members 
Entering Unmasked Estep 
Score: -16880988.000000 Penalty: 5845.411133
	Iteration 13Q: 3 clusters Score -1.688099e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 130918 members 
Entering Unmasked Estep 
Score: -16881122.000000 Penalty: 5845.411133
	Iteration 14Q: 3 clusters Score -1.688112e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 130950 members 
Entering Unmasked Estep 
Score: -16881206.000000 Penalty: 5845.411133
	Iteration 15Q: 3 clusters Score -1.688121e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 130960 members 
Entering Unmasked Estep 
Score: -16881224.000000 Penalty: 5845.411133
	Iteration 16Q: 3 clusters Score -1.688122e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 130968 members 
Entering Unmasked Estep 
Score: -16881246.000000 Penalty: 5845.411133
	Iteration 17Q: 3 clusters Score -1.688125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 130971 members 
Entering Unmasked Estep 
Score: -16881264.000000 Penalty: 5845.411133
	Iteration 18Q: 3 clusters Score -1.688126e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 130978 members 
Entering Unmasked Estep 
Score: -16881290.000000 Penalty: 5845.411133
	Iteration 19Q: 3 clusters Score -1.688129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 130984 members 
Entering Unmasked Estep 
Score: -16881296.000000 Penalty: 5845.411133
	Iteration 20F: 3 clusters Score -1.68813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 130986 members 
Entering Unmasked Estep 
Score: -16881310.000000 Penalty: 5845.411133
	Iteration 21Q: 3 clusters Score -1.688131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 130988 members 
Entering Unmasked Estep 
Score: -16881320.000000 Penalty: 5845.411133
	Iteration 22Q: 3 clusters Score -1.688132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 130995 members 
Entering Unmasked Estep 
Score: -16881340.000000 Penalty: 5845.411133
	Iteration 23Q: 3 clusters Score -1.688134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 131000 members 
Entering Unmasked Estep 
Score: -16881338.000000 Penalty: 5845.411133
	Iteration 24Q: 3 clusters Score -1.688134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 131001 members 
Entering Unmasked Estep 
Score: -16881356.000000 Penalty: 5845.411133
	Iteration 25Q: 3 clusters Score -1.688136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 131002 members 
Entering Unmasked Estep 
Score: -16881360.000000 Penalty: 5845.411133
	Iteration 26Q: 3 clusters Score -1.688136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 131002 members 
Entering Unmasked Estep 
Score: -16881364.000000 Penalty: 5845.411133
	Iteration 27Q: 3 clusters Score -1.688136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 131006 members 
Entering Unmasked Estep 
Score: -16881364.000000 Penalty: 5845.411133
	Iteration 28Q: 3 clusters Score -1.688136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 131007 members 
Entering Unmasked Estep 
Score: -16881374.000000 Penalty: 5845.411133
	Iteration 29Q: 3 clusters Score -1.688137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 131009 members 
Entering Unmasked Estep 
Score: -16881382.000000 Penalty: 5845.411133
	Iteration 30Q: 3 clusters Score -1.688138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 131008 members 
Entering Unmasked Estep 
Score: -16881384.000000 Penalty: 5845.411133
	Iteration 31Q: 3 clusters Score -1.688138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 131009 members 
Entering Unmasked Estep 
Score: -16881386.000000 Penalty: 5845.411133
	Iteration 32Q: 3 clusters Score -1.688139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 131009 members 
Entering Unmasked Estep 
Score: -16881386.000000 Penalty: 5845.411133
	Iteration 33F: 3 clusters Score -1.688139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (98685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98685 members 
Entering Unmasked Estep 
Score: -12793665.000000 Penalty: 2851.922607
	Iteration 0F: 2 clusters Score -1.279366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -12727476.000000 Penalty: 5703.845215
	Iteration 0F: 3 clusters Score -1.272748e+07 nChanged 46537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -12753962.000000 Penalty: 5703.845215
	Iteration 1F: 3 clusters Score -1.275396e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -12754801.000000 Penalty: 5703.845215
	Iteration 2Q: 3 clusters Score -1.27548e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -12755998.000000 Penalty: 5703.845215
	Iteration 3Q: 3 clusters Score -1.2756e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -12758382.000000 Penalty: 5703.845215
	Iteration 4F: 3 clusters Score -1.275838e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -12762514.000000 Penalty: 5703.845215
	Iteration 5F: 3 clusters Score -1.276251e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -12768240.000000 Penalty: 5703.845215
	Iteration 6F: 3 clusters Score -1.276824e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79965 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -12774701.000000 Penalty: 5703.845215
	Iteration 7F: 3 clusters Score -1.27747e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -12780744.000000 Penalty: 5703.845215
	Iteration 8F: 3 clusters Score -1.278074e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91883 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -12785768.000000 Penalty: 5703.845215
	Iteration 9F: 3 clusters Score -1.278577e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95152 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -12788717.000000 Penalty: 5703.845215
	Iteration 10Q: 3 clusters Score -1.278872e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96835 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -12790081.000000 Penalty: 5703.845215
	Iteration 11Q: 3 clusters Score -1.279008e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97613 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -12790676.000000 Penalty: 5703.845215
	Iteration 12Q: 3 clusters Score -1.279068e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97948 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -12790981.000000 Penalty: 5703.845215
	Iteration 13Q: 3 clusters Score -1.279098e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98082 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -12791103.000000 Penalty: 5703.845215
	Iteration 14Q: 3 clusters Score -1.27911e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98153 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12791155.000000 Penalty: 5703.845215
	Iteration 15Q: 3 clusters Score -1.279116e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98187 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12791201.000000 Penalty: 5703.845215
	Iteration 16Q: 3 clusters Score -1.27912e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98196 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -12791225.000000 Penalty: 5703.845215
	Iteration 17Q: 3 clusters Score -1.279122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98201 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12791233.000000 Penalty: 5703.845215
	Iteration 18Q: 3 clusters Score -1.279123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98205 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -12791240.000000 Penalty: 5703.845215
	Iteration 19Q: 3 clusters Score -1.279124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98203 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -12791236.000000 Penalty: 5703.845215
	Iteration 20F: 3 clusters Score -1.279124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98204 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -12791241.000000 Penalty: 5703.845215
	Iteration 21Q: 3 clusters Score -1.279124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98205 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -12791243.000000 Penalty: 5703.845215
	Iteration 22Q: 3 clusters Score -1.279124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98206 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -12791247.000000 Penalty: 5703.845215
	Iteration 23Q: 3 clusters Score -1.279125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98206 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -12791247.000000 Penalty: 5703.845215
	Iteration 24F: 3 clusters Score -1.279125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Entering Unmasked Estep 
Score: -1923741.750000 Penalty: 2389.582275
	Iteration 0F: 2 clusters Score -1923742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1912700.375000 Penalty: 4779.164551
	Iteration 0F: 3 clusters Score -1912700 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1916330.625000 Penalty: 4779.164551
	Iteration 1F: 3 clusters Score -1916331 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1916945.000000 Penalty: 4779.164551
	Iteration 2F: 3 clusters Score -1916945 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1917514.875000 Penalty: 4779.164551
	Iteration 3F: 3 clusters Score -1917515 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1918046.750000 Penalty: 4779.164551
	Iteration 4F: 3 clusters Score -1918047 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1918486.875000 Penalty: 4779.164551
	Iteration 5F: 3 clusters Score -1918487 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1918861.625000 Penalty: 4779.164551
	Iteration 6Q: 3 clusters Score -1918862 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1919190.000000 Penalty: 4779.164551
	Iteration 7Q: 3 clusters Score -1919190 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1919462.625000 Penalty: 4779.164551
	Iteration 8Q: 3 clusters Score -1919463 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1919705.750000 Penalty: 4779.164551
	Iteration 9Q: 3 clusters Score -1919706 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1919914.875000 Penalty: 4779.164551
	Iteration 10Q: 3 clusters Score -1919915 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1920113.250000 Penalty: 4779.164551
	Iteration 11Q: 3 clusters Score -1920113 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1920298.500000 Penalty: 4779.164551
	Iteration 12Q: 3 clusters Score -1920298 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1920443.250000 Penalty: 4779.164551
	Iteration 13Q: 3 clusters Score -1920443 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1920577.750000 Penalty: 4779.164551
	Iteration 14Q: 3 clusters Score -1920578 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1920693.625000 Penalty: 4779.164551
	Iteration 15Q: 3 clusters Score -1920694 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1920769.250000 Penalty: 4779.164551
	Iteration 16Q: 3 clusters Score -1920769 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1920864.750000 Penalty: 4779.164551
	Iteration 17Q: 3 clusters Score -1920865 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1920951.750000 Penalty: 4779.164551
	Iteration 18Q: 3 clusters Score -1920952 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1921057.250000 Penalty: 4779.164551
	Iteration 19Q: 3 clusters Score -1921057 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1921134.000000 Penalty: 4779.164551
	Iteration 20F: 3 clusters Score -1921134 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1921210.875000 Penalty: 4779.164551
	Iteration 21Q: 3 clusters Score -1921211 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1921266.750000 Penalty: 4779.164551
	Iteration 22Q: 3 clusters Score -1921267 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1921309.500000 Penalty: 4779.164551
	Iteration 23Q: 3 clusters Score -1921310 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1921354.125000 Penalty: 4779.164551
	Iteration 24Q: 3 clusters Score -1921354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1921384.250000 Penalty: 4779.164551
	Iteration 25Q: 3 clusters Score -1921384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1921419.375000 Penalty: 4779.164551
	Iteration 26Q: 3 clusters Score -1921419 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1921450.750000 Penalty: 4779.164551
	Iteration 27Q: 3 clusters Score -1921451 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1921472.625000 Penalty: 4779.164551
	Iteration 28Q: 3 clusters Score -1921473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1921490.750000 Penalty: 4779.164551
	Iteration 29Q: 3 clusters Score -1921491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1921501.500000 Penalty: 4779.164551
	Iteration 30Q: 3 clusters Score -1921502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1921517.375000 Penalty: 4779.164551
	Iteration 31Q: 3 clusters Score -1921517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1921534.000000 Penalty: 4779.164551
	Iteration 32Q: 3 clusters Score -1921534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1921549.625000 Penalty: 4779.164551
	Iteration 33Q: 3 clusters Score -1921550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1921559.750000 Penalty: 4779.164551
	Iteration 34Q: 3 clusters Score -1921560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1921573.125000 Penalty: 4779.164551
	Iteration 35Q: 3 clusters Score -1921573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1921581.125000 Penalty: 4779.164551
	Iteration 36Q: 3 clusters Score -1921581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1921592.375000 Penalty: 4779.164551
	Iteration 37Q: 3 clusters Score -1921592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1921603.375000 Penalty: 4779.164551
	Iteration 38Q: 3 clusters Score -1921603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1921610.000000 Penalty: 4779.164551
	Iteration 39Q: 3 clusters Score -1921610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1921622.375000 Penalty: 4779.164551
	Iteration 40F: 3 clusters Score -1921622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1921627.625000 Penalty: 4779.164551
	Iteration 41Q: 3 clusters Score -1921628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1921633.125000 Penalty: 4779.164551
	Iteration 42Q: 3 clusters Score -1921633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1921639.375000 Penalty: 4779.164551
	Iteration 43Q: 3 clusters Score -1921639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1921644.875000 Penalty: 4779.164551
	Iteration 44Q: 3 clusters Score -1921645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1921654.500000 Penalty: 4779.164551
	Iteration 45Q: 3 clusters Score -1921654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1921655.250000 Penalty: 4779.164551
	Iteration 46Q: 3 clusters Score -1921655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1921662.000000 Penalty: 4779.164551
	Iteration 47Q: 3 clusters Score -1921662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1921665.250000 Penalty: 4779.164551
	Iteration 48Q: 3 clusters Score -1921665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1921666.375000 Penalty: 4779.164551
	Iteration 49Q: 3 clusters Score -1921666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1921671.500000 Penalty: 4779.164551
	Iteration 50Q: 3 clusters Score -1921672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1921675.750000 Penalty: 4779.164551
	Iteration 51Q: 3 clusters Score -1921676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1921676.500000 Penalty: 4779.164551
	Iteration 52Q: 3 clusters Score -1921676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1921680.375000 Penalty: 4779.164551
	Iteration 53Q: 3 clusters Score -1921680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1921687.000000 Penalty: 4779.164551
	Iteration 54Q: 3 clusters Score -1921687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1921685.750000 Penalty: 4779.164551
	Iteration 55Q: 3 clusters Score -1921686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1921685.750000 Penalty: 4779.164551
	Iteration 56F: 3 clusters Score -1921686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (89343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89343 members 
Entering Unmasked Estep 
Score: -10735960.000000 Penalty: 2827.259033
	Iteration 0F: 2 clusters Score -1.073596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -10676228.000000 Penalty: 5654.518066
	Iteration 0F: 3 clusters Score -1.067623e+07 nChanged 42048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -10700976.000000 Penalty: 5654.518066
	Iteration 1F: 3 clusters Score -1.070098e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -10702886.000000 Penalty: 5654.518066
	Iteration 2Q: 3 clusters Score -1.070289e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -10705430.000000 Penalty: 5654.518066
	Iteration 3F: 3 clusters Score -1.070543e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52167 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -10708593.000000 Penalty: 5654.518066
	Iteration 4F: 3 clusters Score -1.070859e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -10712308.000000 Penalty: 5654.518066
	Iteration 5F: 3 clusters Score -1.071231e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -10715966.000000 Penalty: 5654.518066
	Iteration 6F: 3 clusters Score -1.071597e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -10719450.000000 Penalty: 5654.518066
	Iteration 7F: 3 clusters Score -1.071945e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -10722343.000000 Penalty: 5654.518066
	Iteration 8Q: 3 clusters Score -1.072234e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -10724473.000000 Penalty: 5654.518066
	Iteration 9Q: 3 clusters Score -1.072447e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -10726211.000000 Penalty: 5654.518066
	Iteration 10Q: 3 clusters Score -1.072621e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71274 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -10727392.000000 Penalty: 5654.518066
	Iteration 11Q: 3 clusters Score -1.072739e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -10728297.000000 Penalty: 5654.518066
	Iteration 12Q: 3 clusters Score -1.07283e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73913 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -10729012.000000 Penalty: 5654.518066
	Iteration 13Q: 3 clusters Score -1.072901e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75073 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -10729696.000000 Penalty: 5654.518066
	Iteration 14Q: 3 clusters Score -1.07297e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76158 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -10730232.000000 Penalty: 5654.518066
	Iteration 15Q: 3 clusters Score -1.073023e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77210 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -10730710.000000 Penalty: 5654.518066
	Iteration 16Q: 3 clusters Score -1.073071e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78217 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -10731279.000000 Penalty: 5654.518066
	Iteration 17Q: 3 clusters Score -1.073128e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79151 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -10731812.000000 Penalty: 5654.518066
	Iteration 18Q: 3 clusters Score -1.073181e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80015 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -10732421.000000 Penalty: 5654.518066
	Iteration 19Q: 3 clusters Score -1.073242e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80745 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -10733042.000000 Penalty: 5654.518066
	Iteration 20F: 3 clusters Score -1.073304e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81392 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -10733637.000000 Penalty: 5654.518066
	Iteration 21Q: 3 clusters Score -1.073364e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81918 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -10734196.000000 Penalty: 5654.518066
	Iteration 22Q: 3 clusters Score -1.07342e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82337 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -10734623.000000 Penalty: 5654.518066
	Iteration 23Q: 3 clusters Score -1.073462e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -10734932.000000 Penalty: 5654.518066
	Iteration 24Q: 3 clusters Score -1.073493e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -10735030.000000 Penalty: 5654.518066
	Iteration 25Q: 3 clusters Score -1.073503e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83004 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -10735080.000000 Penalty: 5654.518066
	Iteration 26Q: 3 clusters Score -1.073508e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83123 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -10735131.000000 Penalty: 5654.518066
	Iteration 27Q: 3 clusters Score -1.073513e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83236 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -10735193.000000 Penalty: 5654.518066
	Iteration 28Q: 3 clusters Score -1.073519e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83332 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -10735217.000000 Penalty: 5654.518066
	Iteration 29Q: 3 clusters Score -1.073522e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83412 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -10735240.000000 Penalty: 5654.518066
	Iteration 30Q: 3 clusters Score -1.073524e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83490 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -10735280.000000 Penalty: 5654.518066
	Iteration 31Q: 3 clusters Score -1.073528e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83557 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -10735303.000000 Penalty: 5654.518066
	Iteration 32Q: 3 clusters Score -1.07353e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83617 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -10735290.000000 Penalty: 5654.518066
	Iteration 33Q: 3 clusters Score -1.073529e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83668 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -10735308.000000 Penalty: 5654.518066
	Iteration 34Q: 3 clusters Score -1.073531e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -10735324.000000 Penalty: 5654.518066
	Iteration 35Q: 3 clusters Score -1.073532e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83773 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -10735334.000000 Penalty: 5654.518066
	Iteration 36Q: 3 clusters Score -1.073533e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83821 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -10735338.000000 Penalty: 5654.518066
	Iteration 37Q: 3 clusters Score -1.073534e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -10735344.000000 Penalty: 5654.518066
	Iteration 38Q: 3 clusters Score -1.073534e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83886 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -10735332.000000 Penalty: 5654.518066
	Iteration 39Q: 3 clusters Score -1.073533e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83910 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -10735331.000000 Penalty: 5654.518066
	Iteration 40F: 3 clusters Score -1.073533e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83940 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -10735326.000000 Penalty: 5654.518066
	Iteration 41Q: 3 clusters Score -1.073533e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83957 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -10735314.000000 Penalty: 5654.518066
	Iteration 42Q: 3 clusters Score -1.073531e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83978 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -10735326.000000 Penalty: 5654.518066
	Iteration 43Q: 3 clusters Score -1.073533e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84001 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -10735327.000000 Penalty: 5654.518066
	Iteration 44Q: 3 clusters Score -1.073533e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84018 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -10735307.000000 Penalty: 5654.518066
	Iteration 45Q: 3 clusters Score -1.073531e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84045 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -10735315.000000 Penalty: 5654.518066
	Iteration 46Q: 3 clusters Score -1.073532e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -10735338.000000 Penalty: 5654.518066
	Iteration 47Q: 3 clusters Score -1.073534e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84099 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -10735326.000000 Penalty: 5654.518066
	Iteration 48Q: 3 clusters Score -1.073533e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84124 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -10735342.000000 Penalty: 5654.518066
	Iteration 49Q: 3 clusters Score -1.073534e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84157 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -10735345.000000 Penalty: 5654.518066
	Iteration 50Q: 3 clusters Score -1.073534e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -10735353.000000 Penalty: 5654.518066
	Iteration 51Q: 3 clusters Score -1.073535e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84224 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -10735367.000000 Penalty: 5654.518066
	Iteration 52Q: 3 clusters Score -1.073537e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84257 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -10735367.000000 Penalty: 5654.518066
	Iteration 53Q: 3 clusters Score -1.073537e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84284 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -10735372.000000 Penalty: 5654.518066
	Iteration 54Q: 3 clusters Score -1.073537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84301 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -10735382.000000 Penalty: 5654.518066
	Iteration 55Q: 3 clusters Score -1.073538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84315 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -10735394.000000 Penalty: 5654.518066
	Iteration 56Q: 3 clusters Score -1.073539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84328 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -10735387.000000 Penalty: 5654.518066
	Iteration 57Q: 3 clusters Score -1.073539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84333 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -10735402.000000 Penalty: 5654.518066
	Iteration 58Q: 3 clusters Score -1.07354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84338 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -10735404.000000 Penalty: 5654.518066
	Iteration 59Q: 3 clusters Score -1.07354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84340 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -10735401.000000 Penalty: 5654.518066
	Iteration 60F: 3 clusters Score -1.07354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84344 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -10735405.000000 Penalty: 5654.518066
	Iteration 61Q: 3 clusters Score -1.07354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84352 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -10735395.000000 Penalty: 5654.518066
	Iteration 62Q: 3 clusters Score -1.07354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -10735392.000000 Penalty: 5654.518066
	Iteration 63Q: 3 clusters Score -1.073539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -10735389.000000 Penalty: 5654.518066
	Iteration 64Q: 3 clusters Score -1.073539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -10735389.000000 Penalty: 5654.518066
	Iteration 65F: 3 clusters Score -1.073539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (73063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73063 members 
Entering Unmasked Estep 
Score: -9371580.000000 Penalty: 2777.371338
	Iteration 0F: 2 clusters Score -9371580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -9322631.000000 Penalty: 5554.742676
	Iteration 0F: 3 clusters Score -9322631 nChanged 34162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -9341844.000000 Penalty: 5554.742676
	Iteration 1F: 3 clusters Score -9341844 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -9342447.000000 Penalty: 5554.742676
	Iteration 2Q: 3 clusters Score -9342447 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -9343132.000000 Penalty: 5554.742676
	Iteration 3Q: 3 clusters Score -9343132 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -9343882.000000 Penalty: 5554.742676
	Iteration 4Q: 3 clusters Score -9343882 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -9344803.000000 Penalty: 5554.742676
	Iteration 5Q: 3 clusters Score -9344803 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -9345912.000000 Penalty: 5554.742676
	Iteration 6Q: 3 clusters Score -9345912 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -9347351.000000 Penalty: 5554.742676
	Iteration 7Q: 3 clusters Score -9347351 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -9349074.000000 Penalty: 5554.742676
	Iteration 8F: 3 clusters Score -9349074 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -9350955.000000 Penalty: 5554.742676
	Iteration 9F: 3 clusters Score -9350955 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -9352585.000000 Penalty: 5554.742676
	Iteration 10F: 3 clusters Score -9352585 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -9353835.000000 Penalty: 5554.742676
	Iteration 11Q: 3 clusters Score -9353835 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -9354687.000000 Penalty: 5554.742676
	Iteration 12Q: 3 clusters Score -9354687 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -9355139.000000 Penalty: 5554.742676
	Iteration 13Q: 3 clusters Score -9355139 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -9355476.000000 Penalty: 5554.742676
	Iteration 14Q: 3 clusters Score -9355476 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -9355761.000000 Penalty: 5554.742676
	Iteration 15Q: 3 clusters Score -9355761 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -9355950.000000 Penalty: 5554.742676
	Iteration 16Q: 3 clusters Score -9355950 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -9356066.000000 Penalty: 5554.742676
	Iteration 17Q: 3 clusters Score -9356066 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -9356236.000000 Penalty: 5554.742676
	Iteration 18Q: 3 clusters Score -9356236 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -9356380.000000 Penalty: 5554.742676
	Iteration 19Q: 3 clusters Score -9356380 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -9356595.000000 Penalty: 5554.742676
	Iteration 20F: 3 clusters Score -9356595 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -9356776.000000 Penalty: 5554.742676
	Iteration 21Q: 3 clusters Score -9356776 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -9357019.000000 Penalty: 5554.742676
	Iteration 22Q: 3 clusters Score -9357019 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -9357309.000000 Penalty: 5554.742676
	Iteration 23Q: 3 clusters Score -9357309 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -9357771.000000 Penalty: 5554.742676
	Iteration 24Q: 3 clusters Score -9357771 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -9358266.000000 Penalty: 5554.742676
	Iteration 25Q: 3 clusters Score -9358266 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -9359032.000000 Penalty: 5554.742676
	Iteration 26Q: 3 clusters Score -9359032 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -9359965.000000 Penalty: 5554.742676
	Iteration 27Q: 3 clusters Score -9359965 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -9361147.000000 Penalty: 5554.742676
	Iteration 28Q: 3 clusters Score -9361147 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -9362414.000000 Penalty: 5554.742676
	Iteration 29Q: 3 clusters Score -9362414 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 60237 members 
Entering Unmasked Estep 
Score: -9363761.000000 Penalty: 5554.742676
	Iteration 30Q: 3 clusters Score -9363761 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 62699 members 
Entering Unmasked Estep 
Score: -9365022.000000 Penalty: 5554.742676
	Iteration 31Q: 3 clusters Score -9365022 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -9366067.000000 Penalty: 5554.742676
	Iteration 32Q: 3 clusters Score -9366067 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -9366938.000000 Penalty: 5554.742676
	Iteration 33Q: 3 clusters Score -9366938 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -9367560.000000 Penalty: 5554.742676
	Iteration 34Q: 3 clusters Score -9367560 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 68984 members 
Entering Unmasked Estep 
Score: -9368067.000000 Penalty: 5554.742676
	Iteration 35Q: 3 clusters Score -9368067 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -9368410.000000 Penalty: 5554.742676
	Iteration 36Q: 3 clusters Score -9368410 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 70235 members 
Entering Unmasked Estep 
Score: -9368624.000000 Penalty: 5554.742676
	Iteration 37Q: 3 clusters Score -9368624 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -9368769.000000 Penalty: 5554.742676
	Iteration 38Q: 3 clusters Score -9368769 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 70875 members 
Entering Unmasked Estep 
Score: -9368897.000000 Penalty: 5554.742676
	Iteration 39Q: 3 clusters Score -9368897 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 71097 members 
Entering Unmasked Estep 
Score: -9369016.000000 Penalty: 5554.742676
	Iteration 40F: 3 clusters Score -9369016 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 71270 members 
Entering Unmasked Estep 
Score: -9369059.000000 Penalty: 5554.742676
	Iteration 41Q: 3 clusters Score -9369059 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 71401 members 
Entering Unmasked Estep 
Score: -9369127.000000 Penalty: 5554.742676
	Iteration 42Q: 3 clusters Score -9369127 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 71513 members 
Entering Unmasked Estep 
Score: -9369175.000000 Penalty: 5554.742676
	Iteration 43Q: 3 clusters Score -9369175 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -9369224.000000 Penalty: 5554.742676
	Iteration 44Q: 3 clusters Score -9369224 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 71675 members 
Entering Unmasked Estep 
Score: -9369278.000000 Penalty: 5554.742676
	Iteration 45Q: 3 clusters Score -9369278 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -9369309.000000 Penalty: 5554.742676
	Iteration 46Q: 3 clusters Score -9369309 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 71765 members 
Entering Unmasked Estep 
Score: -9369315.000000 Penalty: 5554.742676
	Iteration 47Q: 3 clusters Score -9369315 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 71792 members 
Entering Unmasked Estep 
Score: -9369320.000000 Penalty: 5554.742676
	Iteration 48Q: 3 clusters Score -9369320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 71807 members 
Entering Unmasked Estep 
Score: -9369318.000000 Penalty: 5554.742676
	Iteration 49Q: 3 clusters Score -9369318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 71820 members 
Entering Unmasked Estep 
Score: -9369342.000000 Penalty: 5554.742676
	Iteration 50Q: 3 clusters Score -9369342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 71828 members 
Entering Unmasked Estep 
Score: -9369336.000000 Penalty: 5554.742676
	Iteration 51Q: 3 clusters Score -9369336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 71833 members 
Entering Unmasked Estep 
Score: -9369355.000000 Penalty: 5554.742676
	Iteration 52Q: 3 clusters Score -9369355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 71836 members 
Entering Unmasked Estep 
Score: -9369362.000000 Penalty: 5554.742676
	Iteration 53Q: 3 clusters Score -9369362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 71840 members 
Entering Unmasked Estep 
Score: -9369352.000000 Penalty: 5554.742676
	Iteration 54Q: 3 clusters Score -9369352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 71852 members 
Entering Unmasked Estep 
Score: -9369353.000000 Penalty: 5554.742676
	Iteration 55Q: 3 clusters Score -9369353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -9369355.000000 Penalty: 5554.742676
	Iteration 56Q: 3 clusters Score -9369355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 71866 members 
Entering Unmasked Estep 
Score: -9369360.000000 Penalty: 5554.742676
	Iteration 57Q: 3 clusters Score -9369360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -9369363.000000 Penalty: 5554.742676
	Iteration 58Q: 3 clusters Score -9369363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 71881 members 
Entering Unmasked Estep 
Score: -9369369.000000 Penalty: 5554.742676
	Iteration 59Q: 3 clusters Score -9369369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 71892 members 
Entering Unmasked Estep 
Score: -9369378.000000 Penalty: 5554.742676
	Iteration 60F: 3 clusters Score -9369378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 71900 members 
Entering Unmasked Estep 
Score: -9369380.000000 Penalty: 5554.742676
	Iteration 61Q: 3 clusters Score -9369380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 71903 members 
Entering Unmasked Estep 
Score: -9369381.000000 Penalty: 5554.742676
	Iteration 62Q: 3 clusters Score -9369381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 71902 members 
Entering Unmasked Estep 
Score: -9369384.000000 Penalty: 5554.742676
	Iteration 63Q: 3 clusters Score -9369384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 71902 members 
Entering Unmasked Estep 
Score: -9369384.000000 Penalty: 5554.742676
	Iteration 64F: 3 clusters Score -9369384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Entering Unmasked Estep 
Score: -1974413.000000 Penalty: 2386.367676
	Iteration 0F: 2 clusters Score -1974413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1963417.250000 Penalty: 4772.735352
	Iteration 0F: 3 clusters Score -1963417 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1966816.250000 Penalty: 4772.735352
	Iteration 1F: 3 clusters Score -1966816 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1967281.125000 Penalty: 4772.735352
	Iteration 2F: 3 clusters Score -1967281 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1967752.625000 Penalty: 4772.735352
	Iteration 3F: 3 clusters Score -1967753 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1968299.875000 Penalty: 4772.735352
	Iteration 4F: 3 clusters Score -1968300 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1968944.250000 Penalty: 4772.735352
	Iteration 5F: 3 clusters Score -1968944 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1969661.375000 Penalty: 4772.735352
	Iteration 6F: 3 clusters Score -1969661 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1970307.750000 Penalty: 4772.735352
	Iteration 7F: 3 clusters Score -1970308 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1970794.250000 Penalty: 4772.735352
	Iteration 8F: 3 clusters Score -1970794 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1971151.625000 Penalty: 4772.735352
	Iteration 9Q: 3 clusters Score -1971152 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1971380.875000 Penalty: 4772.735352
	Iteration 10Q: 3 clusters Score -1971381 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1971553.500000 Penalty: 4772.735352
	Iteration 11Q: 3 clusters Score -1971554 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1971684.000000 Penalty: 4772.735352
	Iteration 12Q: 3 clusters Score -1971684 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1971768.125000 Penalty: 4772.735352
	Iteration 13Q: 3 clusters Score -1971768 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1971844.250000 Penalty: 4772.735352
	Iteration 14Q: 3 clusters Score -1971844 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1971894.000000 Penalty: 4772.735352
	Iteration 15Q: 3 clusters Score -1971894 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1971935.625000 Penalty: 4772.735352
	Iteration 16Q: 3 clusters Score -1971936 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1971979.875000 Penalty: 4772.735352
	Iteration 17Q: 3 clusters Score -1971980 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1972025.875000 Penalty: 4772.735352
	Iteration 18Q: 3 clusters Score -1972026 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1972066.250000 Penalty: 4772.735352
	Iteration 19Q: 3 clusters Score -1972066 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1972102.125000 Penalty: 4772.735352
	Iteration 20F: 3 clusters Score -1972102 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1972134.625000 Penalty: 4772.735352
	Iteration 21Q: 3 clusters Score -1972135 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1972157.375000 Penalty: 4772.735352
	Iteration 22Q: 3 clusters Score -1972157 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1972180.125000 Penalty: 4772.735352
	Iteration 23Q: 3 clusters Score -1972180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1972193.625000 Penalty: 4772.735352
	Iteration 24Q: 3 clusters Score -1972194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1972215.375000 Penalty: 4772.735352
	Iteration 25Q: 3 clusters Score -1972215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1972233.250000 Penalty: 4772.735352
	Iteration 26Q: 3 clusters Score -1972233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1972240.000000 Penalty: 4772.735352
	Iteration 27Q: 3 clusters Score -1972240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1972246.000000 Penalty: 4772.735352
	Iteration 28Q: 3 clusters Score -1972246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1972248.000000 Penalty: 4772.735352
	Iteration 29Q: 3 clusters Score -1972248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1972257.000000 Penalty: 4772.735352
	Iteration 30Q: 3 clusters Score -1972257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1972260.750000 Penalty: 4772.735352
	Iteration 31Q: 3 clusters Score -1972261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1972263.875000 Penalty: 4772.735352
	Iteration 32Q: 3 clusters Score -1972264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1972265.000000 Penalty: 4772.735352
	Iteration 33Q: 3 clusters Score -1972265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1972268.625000 Penalty: 4772.735352
	Iteration 34Q: 3 clusters Score -1972269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1972270.125000 Penalty: 4772.735352
	Iteration 35Q: 3 clusters Score -1972270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1972270.000000 Penalty: 4772.735352
	Iteration 36Q: 3 clusters Score -1972270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1972269.375000 Penalty: 4772.735352
	Iteration 37Q: 3 clusters Score -1972269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1972270.375000 Penalty: 4772.735352
	Iteration 38Q: 3 clusters Score -1972270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1972273.250000 Penalty: 4772.735352
	Iteration 39Q: 3 clusters Score -1972273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1972275.000000 Penalty: 4772.735352
	Iteration 40F: 3 clusters Score -1972275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1972273.500000 Penalty: 4772.735352
	Iteration 41Q: 3 clusters Score -1972274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1972273.500000 Penalty: 4772.735352
	Iteration 42F: 3 clusters Score -1972274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -80026.351562 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -80026.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78360.484375 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -78360.48 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78633.078125 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -78633.08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78710.507812 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -78710.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -78763.117188 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -78763.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -78783.046875 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -78783.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78810.250000 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -78810.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78834.960938 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -78834.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78847.562500 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -78847.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78868.078125 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -78868.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78878.898438 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -78878.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78893.046875 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -78893.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78900.492188 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -78900.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78916.820312 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -78916.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78927.914062 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -78927.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78938.445312 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -78938.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78942.828125 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -78942.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78946.406250 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -78946.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78946.406250 Penalty: 3267.424805
	Iteration 17F: 3 clusters Score -78946.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Entering Unmasked Estep 
Score: -627557.937500 Penalty: 2116.590820
	Iteration 0F: 2 clusters Score -627557.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -622999.937500 Penalty: 4233.181641
	Iteration 0F: 3 clusters Score -622999.9 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -624220.187500 Penalty: 4233.181641
	Iteration 1F: 3 clusters Score -624220.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -624568.250000 Penalty: 4233.181641
	Iteration 2F: 3 clusters Score -624568.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -624853.062500 Penalty: 4233.181641
	Iteration 3F: 3 clusters Score -624853.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -625065.125000 Penalty: 4233.181641
	Iteration 4F: 3 clusters Score -625065.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -625231.875000 Penalty: 4233.181641
	Iteration 5Q: 3 clusters Score -625231.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -625358.375000 Penalty: 4233.181641
	Iteration 6Q: 3 clusters Score -625358.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -625460.000000 Penalty: 4233.181641
	Iteration 7Q: 3 clusters Score -625460 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -625562.562500 Penalty: 4233.181641
	Iteration 8Q: 3 clusters Score -625562.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -625659.500000 Penalty: 4233.181641
	Iteration 9Q: 3 clusters Score -625659.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -625738.812500 Penalty: 4233.181641
	Iteration 10Q: 3 clusters Score -625738.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -625821.312500 Penalty: 4233.181641
	Iteration 11Q: 3 clusters Score -625821.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -625891.125000 Penalty: 4233.181641
	Iteration 12Q: 3 clusters Score -625891.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -625968.875000 Penalty: 4233.181641
	Iteration 13Q: 3 clusters Score -625968.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -626055.937500 Penalty: 4233.181641
	Iteration 14Q: 3 clusters Score -626055.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -626109.187500 Penalty: 4233.181641
	Iteration 15Q: 3 clusters Score -626109.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -626175.437500 Penalty: 4233.181641
	Iteration 16Q: 3 clusters Score -626175.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -626237.062500 Penalty: 4233.181641
	Iteration 17Q: 3 clusters Score -626237.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -626292.500000 Penalty: 4233.181641
	Iteration 18Q: 3 clusters Score -626292.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -626393.500000 Penalty: 4233.181641
	Iteration 19Q: 3 clusters Score -626393.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -626531.812500 Penalty: 4233.181641
	Iteration 20F: 3 clusters Score -626531.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -626682.375000 Penalty: 4233.181641
	Iteration 21Q: 3 clusters Score -626682.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -626776.437500 Penalty: 4233.181641
	Iteration 22Q: 3 clusters Score -626776.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -626837.437500 Penalty: 4233.181641
	Iteration 23Q: 3 clusters Score -626837.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -626869.500000 Penalty: 4233.181641
	Iteration 24Q: 3 clusters Score -626869.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -626882.562500 Penalty: 4233.181641
	Iteration 25Q: 3 clusters Score -626882.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -626892.437500 Penalty: 4233.181641
	Iteration 26Q: 3 clusters Score -626892.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -626898.250000 Penalty: 4233.181641
	Iteration 27Q: 3 clusters Score -626898.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -626901.437500 Penalty: 4233.181641
	Iteration 28Q: 3 clusters Score -626901.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -626902.062500 Penalty: 4233.181641
	Iteration 29Q: 3 clusters Score -626902.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -626901.625000 Penalty: 4233.181641
	Iteration 30Q: 3 clusters Score -626901.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -626902.000000 Penalty: 4233.181641
	Iteration 31Q: 3 clusters Score -626902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -626902.937500 Penalty: 4233.181641
	Iteration 32Q: 3 clusters Score -626902.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -626904.312500 Penalty: 4233.181641
	Iteration 33Q: 3 clusters Score -626904.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -626904.312500 Penalty: 4233.181641
	Iteration 34F: 3 clusters Score -626904.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Entering Unmasked Estep 
Score: -1678808.125000 Penalty: 2345.191895
	Iteration 0F: 2 clusters Score -1678808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1669446.250000 Penalty: 4690.383789
	Iteration 0F: 3 clusters Score -1669446 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1672418.250000 Penalty: 4690.383789
	Iteration 1F: 3 clusters Score -1672418 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1672808.125000 Penalty: 4690.383789
	Iteration 2F: 3 clusters Score -1672808 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1673091.000000 Penalty: 4690.383789
	Iteration 3F: 3 clusters Score -1673091 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1673329.500000 Penalty: 4690.383789
	Iteration 4Q: 3 clusters Score -1673330 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1673539.000000 Penalty: 4690.383789
	Iteration 5Q: 3 clusters Score -1673539 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1673757.500000 Penalty: 4690.383789
	Iteration 6Q: 3 clusters Score -1673758 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1673979.875000 Penalty: 4690.383789
	Iteration 7Q: 3 clusters Score -1673980 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1674206.875000 Penalty: 4690.383789
	Iteration 8Q: 3 clusters Score -1674207 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1674441.375000 Penalty: 4690.383789
	Iteration 9Q: 3 clusters Score -1674441 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1674666.625000 Penalty: 4690.383789
	Iteration 10Q: 3 clusters Score -1674667 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1674891.625000 Penalty: 4690.383789
	Iteration 11Q: 3 clusters Score -1674892 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1675083.125000 Penalty: 4690.383789
	Iteration 12Q: 3 clusters Score -1675083 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1675215.750000 Penalty: 4690.383789
	Iteration 13Q: 3 clusters Score -1675216 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1675307.625000 Penalty: 4690.383789
	Iteration 14Q: 3 clusters Score -1675308 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1675386.625000 Penalty: 4690.383789
	Iteration 15Q: 3 clusters Score -1675387 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1675447.500000 Penalty: 4690.383789
	Iteration 16Q: 3 clusters Score -1675448 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1675497.375000 Penalty: 4690.383789
	Iteration 17Q: 3 clusters Score -1675497 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1675530.625000 Penalty: 4690.383789
	Iteration 18Q: 3 clusters Score -1675531 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1675556.375000 Penalty: 4690.383789
	Iteration 19Q: 3 clusters Score -1675556 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1675571.875000 Penalty: 4690.383789
	Iteration 20F: 3 clusters Score -1675572 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1675589.000000 Penalty: 4690.383789
	Iteration 21Q: 3 clusters Score -1675589 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1675608.625000 Penalty: 4690.383789
	Iteration 22Q: 3 clusters Score -1675609 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1675635.875000 Penalty: 4690.383789
	Iteration 23Q: 3 clusters Score -1675636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1675651.250000 Penalty: 4690.383789
	Iteration 24Q: 3 clusters Score -1675651 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1675678.750000 Penalty: 4690.383789
	Iteration 25Q: 3 clusters Score -1675679 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1675696.750000 Penalty: 4690.383789
	Iteration 26Q: 3 clusters Score -1675697 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1675716.000000 Penalty: 4690.383789
	Iteration 27Q: 3 clusters Score -1675716 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1675735.375000 Penalty: 4690.383789
	Iteration 28Q: 3 clusters Score -1675735 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1675764.625000 Penalty: 4690.383789
	Iteration 29Q: 3 clusters Score -1675765 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1675784.750000 Penalty: 4690.383789
	Iteration 30Q: 3 clusters Score -1675785 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1675805.250000 Penalty: 4690.383789
	Iteration 31Q: 3 clusters Score -1675805 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1675836.750000 Penalty: 4690.383789
	Iteration 32Q: 3 clusters Score -1675837 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1675864.875000 Penalty: 4690.383789
	Iteration 33Q: 3 clusters Score -1675865 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1675898.250000 Penalty: 4690.383789
	Iteration 34Q: 3 clusters Score -1675898 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1675925.000000 Penalty: 4690.383789
	Iteration 35Q: 3 clusters Score -1675925 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1675963.250000 Penalty: 4690.383789
	Iteration 36Q: 3 clusters Score -1675963 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1675997.625000 Penalty: 4690.383789
	Iteration 37Q: 3 clusters Score -1675998 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1676026.500000 Penalty: 4690.383789
	Iteration 38Q: 3 clusters Score -1676026 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1676054.625000 Penalty: 4690.383789
	Iteration 39Q: 3 clusters Score -1676055 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1676093.000000 Penalty: 4690.383789
	Iteration 40F: 3 clusters Score -1676093 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1676121.375000 Penalty: 4690.383789
	Iteration 41Q: 3 clusters Score -1676121 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1676149.000000 Penalty: 4690.383789
	Iteration 42Q: 3 clusters Score -1676149 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1676167.000000 Penalty: 4690.383789
	Iteration 43Q: 3 clusters Score -1676167 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1676202.625000 Penalty: 4690.383789
	Iteration 44Q: 3 clusters Score -1676203 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1676229.000000 Penalty: 4690.383789
	Iteration 45Q: 3 clusters Score -1676229 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1676255.125000 Penalty: 4690.383789
	Iteration 46Q: 3 clusters Score -1676255 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1676289.000000 Penalty: 4690.383789
	Iteration 47Q: 3 clusters Score -1676289 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1676314.750000 Penalty: 4690.383789
	Iteration 48Q: 3 clusters Score -1676315 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1676346.625000 Penalty: 4690.383789
	Iteration 49Q: 3 clusters Score -1676347 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1676383.375000 Penalty: 4690.383789
	Iteration 50Q: 3 clusters Score -1676383 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1676409.250000 Penalty: 4690.383789
	Iteration 51Q: 3 clusters Score -1676409 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1676450.000000 Penalty: 4690.383789
	Iteration 52Q: 3 clusters Score -1676450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1676479.375000 Penalty: 4690.383789
	Iteration 53Q: 3 clusters Score -1676479 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1676509.250000 Penalty: 4690.383789
	Iteration 54Q: 3 clusters Score -1676509 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1676530.125000 Penalty: 4690.383789
	Iteration 55Q: 3 clusters Score -1676530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1676549.500000 Penalty: 4690.383789
	Iteration 56Q: 3 clusters Score -1676550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1676566.875000 Penalty: 4690.383789
	Iteration 57Q: 3 clusters Score -1676567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1676590.625000 Penalty: 4690.383789
	Iteration 58Q: 3 clusters Score -1676591 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1676609.125000 Penalty: 4690.383789
	Iteration 59Q: 3 clusters Score -1676609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1676627.000000 Penalty: 4690.383789
	Iteration 60F: 3 clusters Score -1676627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1676641.250000 Penalty: 4690.383789
	Iteration 61Q: 3 clusters Score -1676641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1676648.750000 Penalty: 4690.383789
	Iteration 62Q: 3 clusters Score -1676649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1676654.875000 Penalty: 4690.383789
	Iteration 63Q: 3 clusters Score -1676655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1676661.125000 Penalty: 4690.383789
	Iteration 64Q: 3 clusters Score -1676661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1676667.000000 Penalty: 4690.383789
	Iteration 65Q: 3 clusters Score -1676667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1676672.875000 Penalty: 4690.383789
	Iteration 66Q: 3 clusters Score -1676673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1676684.500000 Penalty: 4690.383789
	Iteration 67Q: 3 clusters Score -1676684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1676695.500000 Penalty: 4690.383789
	Iteration 68Q: 3 clusters Score -1676696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1676703.875000 Penalty: 4690.383789
	Iteration 69Q: 3 clusters Score -1676704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1676712.250000 Penalty: 4690.383789
	Iteration 70Q: 3 clusters Score -1676712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1676717.500000 Penalty: 4690.383789
	Iteration 71Q: 3 clusters Score -1676718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1676718.875000 Penalty: 4690.383789
	Iteration 72Q: 3 clusters Score -1676719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1676721.500000 Penalty: 4690.383789
	Iteration 73Q: 3 clusters Score -1676722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1676720.750000 Penalty: 4690.383789
	Iteration 74Q: 3 clusters Score -1676721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1676721.250000 Penalty: 4690.383789
	Iteration 75Q: 3 clusters Score -1676721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1676721.250000 Penalty: 4690.383789
	Iteration 76Q: 3 clusters Score -1676721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1676723.125000 Penalty: 4690.383789
	Iteration 77Q: 3 clusters Score -1676723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1676723.500000 Penalty: 4690.383789
	Iteration 78Q: 3 clusters Score -1676724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1676728.375000 Penalty: 4690.383789
	Iteration 79Q: 3 clusters Score -1676728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1676733.750000 Penalty: 4690.383789
	Iteration 80F: 3 clusters Score -1676734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Entering Unmasked Estep 
Score: -3147353.750000 Penalty: 2509.832031
	Iteration 0F: 2 clusters Score -3147354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -3130100.500000 Penalty: 5019.664062
	Iteration 0F: 3 clusters Score -3130100 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -3136170.500000 Penalty: 5019.664062
	Iteration 1F: 3 clusters Score -3136170 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3136655.500000 Penalty: 5019.664062
	Iteration 2F: 3 clusters Score -3136656 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -3137041.750000 Penalty: 5019.664062
	Iteration 3Q: 3 clusters Score -3137042 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3137386.500000 Penalty: 5019.664062
	Iteration 4Q: 3 clusters Score -3137386 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -3137658.750000 Penalty: 5019.664062
	Iteration 5Q: 3 clusters Score -3137659 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3137907.000000 Penalty: 5019.664062
	Iteration 6Q: 3 clusters Score -3137907 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3138179.250000 Penalty: 5019.664062
	Iteration 7Q: 3 clusters Score -3138179 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -3138494.250000 Penalty: 5019.664062
	Iteration 8Q: 3 clusters Score -3138494 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3138834.000000 Penalty: 5019.664062
	Iteration 9Q: 3 clusters Score -3138834 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -3139185.250000 Penalty: 5019.664062
	Iteration 10Q: 3 clusters Score -3139185 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -3139616.250000 Penalty: 5019.664062
	Iteration 11Q: 3 clusters Score -3139616 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -3140092.750000 Penalty: 5019.664062
	Iteration 12Q: 3 clusters Score -3140093 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -3140542.500000 Penalty: 5019.664062
	Iteration 13Q: 3 clusters Score -3140542 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -3140967.500000 Penalty: 5019.664062
	Iteration 14Q: 3 clusters Score -3140968 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3141265.250000 Penalty: 5019.664062
	Iteration 15Q: 3 clusters Score -3141265 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3141475.750000 Penalty: 5019.664062
	Iteration 16Q: 3 clusters Score -3141476 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -3141627.000000 Penalty: 5019.664062
	Iteration 17Q: 3 clusters Score -3141627 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -3141741.500000 Penalty: 5019.664062
	Iteration 18Q: 3 clusters Score -3141742 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3141809.250000 Penalty: 5019.664062
	Iteration 19Q: 3 clusters Score -3141809 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3141869.750000 Penalty: 5019.664062
	Iteration 20F: 3 clusters Score -3141870 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3141925.750000 Penalty: 5019.664062
	Iteration 21Q: 3 clusters Score -3141926 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -3141965.750000 Penalty: 5019.664062
	Iteration 22Q: 3 clusters Score -3141966 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3142011.750000 Penalty: 5019.664062
	Iteration 23Q: 3 clusters Score -3142012 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -3142043.250000 Penalty: 5019.664062
	Iteration 24Q: 3 clusters Score -3142043 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -3142097.250000 Penalty: 5019.664062
	Iteration 25Q: 3 clusters Score -3142097 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -3142129.500000 Penalty: 5019.664062
	Iteration 26Q: 3 clusters Score -3142130 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3142163.500000 Penalty: 5019.664062
	Iteration 27Q: 3 clusters Score -3142164 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3142205.250000 Penalty: 5019.664062
	Iteration 28Q: 3 clusters Score -3142205 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3142225.500000 Penalty: 5019.664062
	Iteration 29Q: 3 clusters Score -3142226 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3142251.750000 Penalty: 5019.664062
	Iteration 30Q: 3 clusters Score -3142252 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -3142278.750000 Penalty: 5019.664062
	Iteration 31Q: 3 clusters Score -3142279 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3142293.000000 Penalty: 5019.664062
	Iteration 32Q: 3 clusters Score -3142293 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3142330.500000 Penalty: 5019.664062
	Iteration 33Q: 3 clusters Score -3142330 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3142350.750000 Penalty: 5019.664062
	Iteration 34Q: 3 clusters Score -3142351 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -3142372.000000 Penalty: 5019.664062
	Iteration 35Q: 3 clusters Score -3142372 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3142384.750000 Penalty: 5019.664062
	Iteration 36Q: 3 clusters Score -3142385 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3142399.750000 Penalty: 5019.664062
	Iteration 37Q: 3 clusters Score -3142400 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3142419.500000 Penalty: 5019.664062
	Iteration 38Q: 3 clusters Score -3142420 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3142427.000000 Penalty: 5019.664062
	Iteration 39Q: 3 clusters Score -3142427 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3142446.500000 Penalty: 5019.664062
	Iteration 40F: 3 clusters Score -3142446 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3142462.250000 Penalty: 5019.664062
	Iteration 41Q: 3 clusters Score -3142462 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3142470.250000 Penalty: 5019.664062
	Iteration 42Q: 3 clusters Score -3142470 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3142490.750000 Penalty: 5019.664062
	Iteration 43Q: 3 clusters Score -3142491 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -3142497.250000 Penalty: 5019.664062
	Iteration 44Q: 3 clusters Score -3142497 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3142507.000000 Penalty: 5019.664062
	Iteration 45Q: 3 clusters Score -3142507 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3142516.250000 Penalty: 5019.664062
	Iteration 46Q: 3 clusters Score -3142516 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -3142527.500000 Penalty: 5019.664062
	Iteration 47Q: 3 clusters Score -3142528 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3142544.000000 Penalty: 5019.664062
	Iteration 48Q: 3 clusters Score -3142544 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3142547.750000 Penalty: 5019.664062
	Iteration 49Q: 3 clusters Score -3142548 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -3142571.250000 Penalty: 5019.664062
	Iteration 50Q: 3 clusters Score -3142571 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -3142588.500000 Penalty: 5019.664062
	Iteration 51Q: 3 clusters Score -3142588 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3142592.750000 Penalty: 5019.664062
	Iteration 52Q: 3 clusters Score -3142593 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3142605.000000 Penalty: 5019.664062
	Iteration 53Q: 3 clusters Score -3142605 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3142619.500000 Penalty: 5019.664062
	Iteration 54Q: 3 clusters Score -3142620 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3142640.000000 Penalty: 5019.664062
	Iteration 55Q: 3 clusters Score -3142640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -3142642.500000 Penalty: 5019.664062
	Iteration 56Q: 3 clusters Score -3142642 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -3142666.250000 Penalty: 5019.664062
	Iteration 57Q: 3 clusters Score -3142666 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3142667.500000 Penalty: 5019.664062
	Iteration 58Q: 3 clusters Score -3142668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3142674.000000 Penalty: 5019.664062
	Iteration 59Q: 3 clusters Score -3142674 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -3142698.500000 Penalty: 5019.664062
	Iteration 60F: 3 clusters Score -3142698 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3142715.750000 Penalty: 5019.664062
	Iteration 61Q: 3 clusters Score -3142716 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -3142745.500000 Penalty: 5019.664062
	Iteration 62Q: 3 clusters Score -3142746 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3142758.000000 Penalty: 5019.664062
	Iteration 63Q: 3 clusters Score -3142758 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -3142783.000000 Penalty: 5019.664062
	Iteration 64Q: 3 clusters Score -3142783 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -3142802.750000 Penalty: 5019.664062
	Iteration 65Q: 3 clusters Score -3142803 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -3142841.500000 Penalty: 5019.664062
	Iteration 66Q: 3 clusters Score -3142842 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -3142880.500000 Penalty: 5019.664062
	Iteration 67Q: 3 clusters Score -3142880 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -3142921.750000 Penalty: 5019.664062
	Iteration 68Q: 3 clusters Score -3142922 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -3142960.500000 Penalty: 5019.664062
	Iteration 69Q: 3 clusters Score -3142960 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3143018.250000 Penalty: 5019.664062
	Iteration 70Q: 3 clusters Score -3143018 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -3143078.500000 Penalty: 5019.664062
	Iteration 71Q: 3 clusters Score -3143078 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3143136.250000 Penalty: 5019.664062
	Iteration 72Q: 3 clusters Score -3143136 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3143208.500000 Penalty: 5019.664062
	Iteration 73Q: 3 clusters Score -3143208 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -3143297.750000 Penalty: 5019.664062
	Iteration 74Q: 3 clusters Score -3143298 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3143370.000000 Penalty: 5019.664062
	Iteration 75Q: 3 clusters Score -3143370 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -3143466.750000 Penalty: 5019.664062
	Iteration 76Q: 3 clusters Score -3143467 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -3143598.000000 Penalty: 5019.664062
	Iteration 77Q: 3 clusters Score -3143598 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -3143745.250000 Penalty: 5019.664062
	Iteration 78Q: 3 clusters Score -3143745 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -3143882.250000 Penalty: 5019.664062
	Iteration 79Q: 3 clusters Score -3143882 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3144085.500000 Penalty: 5019.664062
	Iteration 80F: 3 clusters Score -3144086 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -3144321.500000 Penalty: 5019.664062
	Iteration 81Q: 3 clusters Score -3144322 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -3144500.750000 Penalty: 5019.664062
	Iteration 82Q: 3 clusters Score -3144501 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -3144660.500000 Penalty: 5019.664062
	Iteration 83Q: 3 clusters Score -3144660 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -3144810.750000 Penalty: 5019.664062
	Iteration 84Q: 3 clusters Score -3144811 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -3144927.750000 Penalty: 5019.664062
	Iteration 85Q: 3 clusters Score -3144928 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -3145029.250000 Penalty: 5019.664062
	Iteration 86Q: 3 clusters Score -3145029 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3145106.000000 Penalty: 5019.664062
	Iteration 87Q: 3 clusters Score -3145106 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -3145176.250000 Penalty: 5019.664062
	Iteration 88Q: 3 clusters Score -3145176 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -3145228.750000 Penalty: 5019.664062
	Iteration 89Q: 3 clusters Score -3145229 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -3145286.000000 Penalty: 5019.664062
	Iteration 90Q: 3 clusters Score -3145286 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3145325.500000 Penalty: 5019.664062
	Iteration 91Q: 3 clusters Score -3145326 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -3145370.250000 Penalty: 5019.664062
	Iteration 92Q: 3 clusters Score -3145370 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3145401.500000 Penalty: 5019.664062
	Iteration 93Q: 3 clusters Score -3145402 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -3145411.000000 Penalty: 5019.664062
	Iteration 94Q: 3 clusters Score -3145411 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -3145442.000000 Penalty: 5019.664062
	Iteration 95Q: 3 clusters Score -3145442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -3145455.000000 Penalty: 5019.664062
	Iteration 96Q: 3 clusters Score -3145455 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3145467.750000 Penalty: 5019.664062
	Iteration 97Q: 3 clusters Score -3145468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -3145477.750000 Penalty: 5019.664062
	Iteration 98Q: 3 clusters Score -3145478 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -3145483.000000 Penalty: 5019.664062
	Iteration 99Q: 3 clusters Score -3145483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -3145491.750000 Penalty: 5019.664062
	Iteration 100F: 3 clusters Score -3145492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -3145497.500000 Penalty: 5019.664062
	Iteration 101Q: 3 clusters Score -3145498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -3145508.250000 Penalty: 5019.664062
	Iteration 102Q: 3 clusters Score -3145508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -3145507.250000 Penalty: 5019.664062
	Iteration 103Q: 3 clusters Score -3145507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -3145506.750000 Penalty: 5019.664062
	Iteration 104Q: 3 clusters Score -3145507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3145512.000000 Penalty: 5019.664062
	Iteration 105Q: 3 clusters Score -3145512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3145515.750000 Penalty: 5019.664062
	Iteration 106Q: 3 clusters Score -3145516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -3145519.250000 Penalty: 5019.664062
	Iteration 107Q: 3 clusters Score -3145519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -3145524.500000 Penalty: 5019.664062
	Iteration 108Q: 3 clusters Score -3145524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3145520.250000 Penalty: 5019.664062
	Iteration 109Q: 3 clusters Score -3145520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3145520.250000 Penalty: 5019.664062
	Iteration 110Q: 3 clusters Score -3145520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3145525.000000 Penalty: 5019.664062
	Iteration 111Q: 3 clusters Score -3145525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -3145523.250000 Penalty: 5019.664062
	Iteration 112Q: 3 clusters Score -3145523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -3145523.000000 Penalty: 5019.664062
	Iteration 113Q: 3 clusters Score -3145523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -3145524.500000 Penalty: 5019.664062
	Iteration 114Q: 3 clusters Score -3145524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -3145525.000000 Penalty: 5019.664062
	Iteration 115Q: 3 clusters Score -3145525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3145529.750000 Penalty: 5019.664062
	Iteration 116Q: 3 clusters Score -3145530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3145529.750000 Penalty: 5019.664062
	Iteration 117F: 3 clusters Score -3145530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Entering Unmasked Estep 
Score: -6151922.000000 Penalty: 2672.467285
	Iteration 0F: 2 clusters Score -6151922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -6119660.000000 Penalty: 5344.934570
	Iteration 0F: 3 clusters Score -6119660 nChanged 21997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -6131863.000000 Penalty: 5344.934570
	Iteration 1F: 3 clusters Score -6131863 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -6132493.500000 Penalty: 5344.934570
	Iteration 2Q: 3 clusters Score -6132494 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -6133090.000000 Penalty: 5344.934570
	Iteration 3Q: 3 clusters Score -6133090 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -6133911.500000 Penalty: 5344.934570
	Iteration 4Q: 3 clusters Score -6133912 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -6135107.000000 Penalty: 5344.934570
	Iteration 5F: 3 clusters Score -6135107 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -6137049.000000 Penalty: 5344.934570
	Iteration 6F: 3 clusters Score -6137049 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -6139760.000000 Penalty: 5344.934570
	Iteration 7F: 3 clusters Score -6139760 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -6142664.000000 Penalty: 5344.934570
	Iteration 8F: 3 clusters Score -6142664 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -6145284.500000 Penalty: 5344.934570
	Iteration 9F: 3 clusters Score -6145284 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -6147184.500000 Penalty: 5344.934570
	Iteration 10Q: 3 clusters Score -6147184 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6148320.000000 Penalty: 5344.934570
	Iteration 11Q: 3 clusters Score -6148320 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6148870.000000 Penalty: 5344.934570
	Iteration 12Q: 3 clusters Score -6148870 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6149215.000000 Penalty: 5344.934570
	Iteration 13Q: 3 clusters Score -6149215 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6149405.500000 Penalty: 5344.934570
	Iteration 14Q: 3 clusters Score -6149406 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6149487.000000 Penalty: 5344.934570
	Iteration 15Q: 3 clusters Score -6149487 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6149540.000000 Penalty: 5344.934570
	Iteration 16Q: 3 clusters Score -6149540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6149577.500000 Penalty: 5344.934570
	Iteration 17Q: 3 clusters Score -6149578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6149610.500000 Penalty: 5344.934570
	Iteration 18Q: 3 clusters Score -6149610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6149625.000000 Penalty: 5344.934570
	Iteration 19Q: 3 clusters Score -6149625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6149628.000000 Penalty: 5344.934570
	Iteration 20F: 3 clusters Score -6149628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6149630.000000 Penalty: 5344.934570
	Iteration 21Q: 3 clusters Score -6149630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6149635.500000 Penalty: 5344.934570
	Iteration 22Q: 3 clusters Score -6149636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6149639.500000 Penalty: 5344.934570
	Iteration 23Q: 3 clusters Score -6149640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6149635.000000 Penalty: 5344.934570
	Iteration 24Q: 3 clusters Score -6149635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6149642.000000 Penalty: 5344.934570
	Iteration 25Q: 3 clusters Score -6149642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6149653.000000 Penalty: 5344.934570
	Iteration 26Q: 3 clusters Score -6149653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6149657.500000 Penalty: 5344.934570
	Iteration 27Q: 3 clusters Score -6149658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6149665.000000 Penalty: 5344.934570
	Iteration 28Q: 3 clusters Score -6149665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6149675.500000 Penalty: 5344.934570
	Iteration 29Q: 3 clusters Score -6149676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6149675.000000 Penalty: 5344.934570
	Iteration 30Q: 3 clusters Score -6149675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6149679.500000 Penalty: 5344.934570
	Iteration 31Q: 3 clusters Score -6149680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6149681.500000 Penalty: 5344.934570
	Iteration 32Q: 3 clusters Score -6149682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6149685.000000 Penalty: 5344.934570
	Iteration 33Q: 3 clusters Score -6149685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6149687.000000 Penalty: 5344.934570
	Iteration 34Q: 3 clusters Score -6149687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6149687.000000 Penalty: 5344.934570
	Iteration 35F: 3 clusters Score -6149687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Entering Unmasked Estep 
Score: -2385957.250000 Penalty: 2436.354980
	Iteration 0F: 2 clusters Score -2385957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2372801.000000 Penalty: 4872.709961
	Iteration 0F: 3 clusters Score -2372801 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2377168.750000 Penalty: 4872.709961
	Iteration 1F: 3 clusters Score -2377169 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2377607.000000 Penalty: 4872.709961
	Iteration 2F: 3 clusters Score -2377607 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2378031.750000 Penalty: 4872.709961
	Iteration 3Q: 3 clusters Score -2378032 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2378445.750000 Penalty: 4872.709961
	Iteration 4Q: 3 clusters Score -2378446 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2378844.000000 Penalty: 4872.709961
	Iteration 5Q: 3 clusters Score -2378844 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2379263.750000 Penalty: 4872.709961
	Iteration 6Q: 3 clusters Score -2379264 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2379723.750000 Penalty: 4872.709961
	Iteration 7Q: 3 clusters Score -2379724 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2380215.250000 Penalty: 4872.709961
	Iteration 8Q: 3 clusters Score -2380215 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2380699.000000 Penalty: 4872.709961
	Iteration 9Q: 3 clusters Score -2380699 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2381212.500000 Penalty: 4872.709961
	Iteration 10Q: 3 clusters Score -2381212 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2381686.250000 Penalty: 4872.709961
	Iteration 11Q: 3 clusters Score -2381686 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2382140.750000 Penalty: 4872.709961
	Iteration 12Q: 3 clusters Score -2382141 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2382536.750000 Penalty: 4872.709961
	Iteration 13Q: 3 clusters Score -2382537 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2382856.500000 Penalty: 4872.709961
	Iteration 14Q: 3 clusters Score -2382856 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2383110.500000 Penalty: 4872.709961
	Iteration 15Q: 3 clusters Score -2383110 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2383286.500000 Penalty: 4872.709961
	Iteration 16Q: 3 clusters Score -2383286 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2383416.500000 Penalty: 4872.709961
	Iteration 17Q: 3 clusters Score -2383416 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2383520.250000 Penalty: 4872.709961
	Iteration 18Q: 3 clusters Score -2383520 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2383602.750000 Penalty: 4872.709961
	Iteration 19Q: 3 clusters Score -2383603 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2383665.750000 Penalty: 4872.709961
	Iteration 20F: 3 clusters Score -2383666 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2383712.500000 Penalty: 4872.709961
	Iteration 21Q: 3 clusters Score -2383712 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2383751.500000 Penalty: 4872.709961
	Iteration 22Q: 3 clusters Score -2383752 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2383778.250000 Penalty: 4872.709961
	Iteration 23Q: 3 clusters Score -2383778 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2383808.750000 Penalty: 4872.709961
	Iteration 24Q: 3 clusters Score -2383809 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2383830.000000 Penalty: 4872.709961
	Iteration 25Q: 3 clusters Score -2383830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2383847.500000 Penalty: 4872.709961
	Iteration 26Q: 3 clusters Score -2383848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2383859.750000 Penalty: 4872.709961
	Iteration 27Q: 3 clusters Score -2383860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2383875.000000 Penalty: 4872.709961
	Iteration 28Q: 3 clusters Score -2383875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2383884.500000 Penalty: 4872.709961
	Iteration 29Q: 3 clusters Score -2383884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2383892.500000 Penalty: 4872.709961
	Iteration 30Q: 3 clusters Score -2383892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2383902.250000 Penalty: 4872.709961
	Iteration 31Q: 3 clusters Score -2383902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2383906.250000 Penalty: 4872.709961
	Iteration 32Q: 3 clusters Score -2383906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2383908.000000 Penalty: 4872.709961
	Iteration 33Q: 3 clusters Score -2383908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2383911.250000 Penalty: 4872.709961
	Iteration 34Q: 3 clusters Score -2383911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2383915.750000 Penalty: 4872.709961
	Iteration 35Q: 3 clusters Score -2383916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2383916.750000 Penalty: 4872.709961
	Iteration 36Q: 3 clusters Score -2383917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2383922.000000 Penalty: 4872.709961
	Iteration 37Q: 3 clusters Score -2383922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2383928.500000 Penalty: 4872.709961
	Iteration 38Q: 3 clusters Score -2383928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2383942.750000 Penalty: 4872.709961
	Iteration 39Q: 3 clusters Score -2383943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2383958.750000 Penalty: 4872.709961
	Iteration 40F: 3 clusters Score -2383959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2383968.000000 Penalty: 4872.709961
	Iteration 41Q: 3 clusters Score -2383968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2383973.750000 Penalty: 4872.709961
	Iteration 42Q: 3 clusters Score -2383974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2383977.750000 Penalty: 4872.709961
	Iteration 43Q: 3 clusters Score -2383978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2383981.250000 Penalty: 4872.709961
	Iteration 44Q: 3 clusters Score -2383981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2383981.000000 Penalty: 4872.709961
	Iteration 45Q: 3 clusters Score -2383981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2383980.750000 Penalty: 4872.709961
	Iteration 46Q: 3 clusters Score -2383981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2383979.250000 Penalty: 4872.709961
	Iteration 47Q: 3 clusters Score -2383979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2383980.500000 Penalty: 4872.709961
	Iteration 48Q: 3 clusters Score -2383980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2383981.250000 Penalty: 4872.709961
	Iteration 49Q: 3 clusters Score -2383981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2383980.250000 Penalty: 4872.709961
	Iteration 50Q: 3 clusters Score -2383980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2383981.000000 Penalty: 4872.709961
	Iteration 51Q: 3 clusters Score -2383981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2383978.500000 Penalty: 4872.709961
	Iteration 52Q: 3 clusters Score -2383978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2383977.500000 Penalty: 4872.709961
	Iteration 53Q: 3 clusters Score -2383978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2383975.750000 Penalty: 4872.709961
	Iteration 54Q: 3 clusters Score -2383976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2383978.500000 Penalty: 4872.709961
	Iteration 55Q: 3 clusters Score -2383978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2383979.500000 Penalty: 4872.709961
	Iteration 56Q: 3 clusters Score -2383980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2383980.000000 Penalty: 4872.709961
	Iteration 57Q: 3 clusters Score -2383980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2383980.000000 Penalty: 4872.709961
	Iteration 58F: 3 clusters Score -2383980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Entering Unmasked Estep 
Score: -773744.375000 Penalty: 2169.933594
	Iteration 0F: 2 clusters Score -773744.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -768491.750000 Penalty: 4339.867188
	Iteration 0F: 3 clusters Score -768491.8 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -770204.875000 Penalty: 4339.867188
	Iteration 1F: 3 clusters Score -770204.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -770788.000000 Penalty: 4339.867188
	Iteration 2F: 3 clusters Score -770788 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -771214.312500 Penalty: 4339.867188
	Iteration 3F: 3 clusters Score -771214.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -771513.312500 Penalty: 4339.867188
	Iteration 4F: 3 clusters Score -771513.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -771817.750000 Penalty: 4339.867188
	Iteration 5F: 3 clusters Score -771817.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -772132.750000 Penalty: 4339.867188
	Iteration 6Q: 3 clusters Score -772132.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -772350.062500 Penalty: 4339.867188
	Iteration 7Q: 3 clusters Score -772350.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -772479.000000 Penalty: 4339.867188
	Iteration 8Q: 3 clusters Score -772479 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -772539.375000 Penalty: 4339.867188
	Iteration 9Q: 3 clusters Score -772539.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -772571.187500 Penalty: 4339.867188
	Iteration 10Q: 3 clusters Score -772571.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -772593.437500 Penalty: 4339.867188
	Iteration 11Q: 3 clusters Score -772593.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -772605.750000 Penalty: 4339.867188
	Iteration 12Q: 3 clusters Score -772605.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -772613.250000 Penalty: 4339.867188
	Iteration 13Q: 3 clusters Score -772613.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -772621.062500 Penalty: 4339.867188
	Iteration 14Q: 3 clusters Score -772621.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -772629.500000 Penalty: 4339.867188
	Iteration 15Q: 3 clusters Score -772629.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -772636.875000 Penalty: 4339.867188
	Iteration 16Q: 3 clusters Score -772636.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -772642.437500 Penalty: 4339.867188
	Iteration 17Q: 3 clusters Score -772642.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -772647.937500 Penalty: 4339.867188
	Iteration 18Q: 3 clusters Score -772647.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -772650.812500 Penalty: 4339.867188
	Iteration 19Q: 3 clusters Score -772650.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -772655.562500 Penalty: 4339.867188
	Iteration 20F: 3 clusters Score -772655.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -772660.500000 Penalty: 4339.867188
	Iteration 21Q: 3 clusters Score -772660.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -772666.062500 Penalty: 4339.867188
	Iteration 22Q: 3 clusters Score -772666.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -772668.750000 Penalty: 4339.867188
	Iteration 23Q: 3 clusters Score -772668.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -772668.875000 Penalty: 4339.867188
	Iteration 24Q: 3 clusters Score -772668.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -772670.125000 Penalty: 4339.867188
	Iteration 25Q: 3 clusters Score -772670.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -772670.250000 Penalty: 4339.867188
	Iteration 26Q: 3 clusters Score -772670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -772671.437500 Penalty: 4339.867188
	Iteration 27Q: 3 clusters Score -772671.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -772674.250000 Penalty: 4339.867188
	Iteration 28Q: 3 clusters Score -772674.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -772676.500000 Penalty: 4339.867188
	Iteration 29Q: 3 clusters Score -772676.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -772678.062500 Penalty: 4339.867188
	Iteration 30Q: 3 clusters Score -772678.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -772682.875000 Penalty: 4339.867188
	Iteration 31Q: 3 clusters Score -772682.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -772687.312500 Penalty: 4339.867188
	Iteration 32Q: 3 clusters Score -772687.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -772689.437500 Penalty: 4339.867188
	Iteration 33Q: 3 clusters Score -772689.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -772691.562500 Penalty: 4339.867188
	Iteration 34Q: 3 clusters Score -772691.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -772690.937500 Penalty: 4339.867188
	Iteration 35Q: 3 clusters Score -772690.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -772695.875000 Penalty: 4339.867188
	Iteration 36Q: 3 clusters Score -772695.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -772696.312500 Penalty: 4339.867188
	Iteration 37Q: 3 clusters Score -772696.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -772699.187500 Penalty: 4339.867188
	Iteration 38Q: 3 clusters Score -772699.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -772697.375000 Penalty: 4339.867188
	Iteration 39Q: 3 clusters Score -772697.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -772701.625000 Penalty: 4339.867188
	Iteration 40F: 3 clusters Score -772701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -772700.437500 Penalty: 4339.867188
	Iteration 41Q: 3 clusters Score -772700.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -772701.750000 Penalty: 4339.867188
	Iteration 42Q: 3 clusters Score -772701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -772702.750000 Penalty: 4339.867188
	Iteration 43Q: 3 clusters Score -772702.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -772703.437500 Penalty: 4339.867188
	Iteration 44Q: 3 clusters Score -772703.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -772705.437500 Penalty: 4339.867188
	Iteration 45Q: 3 clusters Score -772705.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -772707.625000 Penalty: 4339.867188
	Iteration 46Q: 3 clusters Score -772707.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -772708.312500 Penalty: 4339.867188
	Iteration 47Q: 3 clusters Score -772708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -772708.187500 Penalty: 4339.867188
	Iteration 48Q: 3 clusters Score -772708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -772709.187500 Penalty: 4339.867188
	Iteration 49Q: 3 clusters Score -772709.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -772710.437500 Penalty: 4339.867188
	Iteration 50Q: 3 clusters Score -772710.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -772712.437500 Penalty: 4339.867188
	Iteration 51Q: 3 clusters Score -772712.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -772710.937500 Penalty: 4339.867188
	Iteration 52Q: 3 clusters Score -772710.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -772710.312500 Penalty: 4339.867188
	Iteration 53Q: 3 clusters Score -772710.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -772711.812500 Penalty: 4339.867188
	Iteration 54Q: 3 clusters Score -772711.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -772712.062500 Penalty: 4339.867188
	Iteration 55Q: 3 clusters Score -772712.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -772712.062500 Penalty: 4339.867188
	Iteration 56F: 3 clusters Score -772712.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Entering Unmasked Estep 
Score: -637876.187500 Penalty: 2115.809570
	Iteration 0F: 2 clusters Score -637876.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -633259.750000 Penalty: 4231.619141
	Iteration 0F: 3 clusters Score -633259.8 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -634362.062500 Penalty: 4231.619141
	Iteration 1F: 3 clusters Score -634362.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -634673.687500 Penalty: 4231.619141
	Iteration 2F: 3 clusters Score -634673.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -634918.875000 Penalty: 4231.619141
	Iteration 3F: 3 clusters Score -634918.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -635127.812500 Penalty: 4231.619141
	Iteration 4F: 3 clusters Score -635127.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -635334.875000 Penalty: 4231.619141
	Iteration 5F: 3 clusters Score -635334.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -635506.250000 Penalty: 4231.619141
	Iteration 6Q: 3 clusters Score -635506.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -635642.625000 Penalty: 4231.619141
	Iteration 7Q: 3 clusters Score -635642.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -635746.937500 Penalty: 4231.619141
	Iteration 8Q: 3 clusters Score -635746.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -635817.062500 Penalty: 4231.619141
	Iteration 9Q: 3 clusters Score -635817.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -635870.625000 Penalty: 4231.619141
	Iteration 10Q: 3 clusters Score -635870.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -635897.250000 Penalty: 4231.619141
	Iteration 11Q: 3 clusters Score -635897.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -635926.000000 Penalty: 4231.619141
	Iteration 12Q: 3 clusters Score -635926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -635960.750000 Penalty: 4231.619141
	Iteration 13Q: 3 clusters Score -635960.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -635984.500000 Penalty: 4231.619141
	Iteration 14Q: 3 clusters Score -635984.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -636005.562500 Penalty: 4231.619141
	Iteration 15Q: 3 clusters Score -636005.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -636015.937500 Penalty: 4231.619141
	Iteration 16Q: 3 clusters Score -636015.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -636024.125000 Penalty: 4231.619141
	Iteration 17Q: 3 clusters Score -636024.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -636027.500000 Penalty: 4231.619141
	Iteration 18Q: 3 clusters Score -636027.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -636028.625000 Penalty: 4231.619141
	Iteration 19Q: 3 clusters Score -636028.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -636033.375000 Penalty: 4231.619141
	Iteration 20F: 3 clusters Score -636033.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -636034.625000 Penalty: 4231.619141
	Iteration 21Q: 3 clusters Score -636034.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -636036.875000 Penalty: 4231.619141
	Iteration 22Q: 3 clusters Score -636036.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -636039.187500 Penalty: 4231.619141
	Iteration 23Q: 3 clusters Score -636039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -636040.750000 Penalty: 4231.619141
	Iteration 24Q: 3 clusters Score -636040.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -636044.937500 Penalty: 4231.619141
	Iteration 25Q: 3 clusters Score -636044.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -636044.687500 Penalty: 4231.619141
	Iteration 26Q: 3 clusters Score -636044.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -636046.250000 Penalty: 4231.619141
	Iteration 27Q: 3 clusters Score -636046.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -636046.312500 Penalty: 4231.619141
	Iteration 28Q: 3 clusters Score -636046.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -636047.125000 Penalty: 4231.619141
	Iteration 29Q: 3 clusters Score -636047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -636048.625000 Penalty: 4231.619141
	Iteration 30Q: 3 clusters Score -636048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -636049.437500 Penalty: 4231.619141
	Iteration 31Q: 3 clusters Score -636049.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -636049.437500 Penalty: 4231.619141
	Iteration 32F: 3 clusters Score -636049.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Entering Unmasked Estep 
Score: -1138461.750000 Penalty: 2252.038574
	Iteration 0F: 2 clusters Score -1138462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1131599.125000 Penalty: 4504.077148
	Iteration 0F: 3 clusters Score -1131599 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1133470.125000 Penalty: 4504.077148
	Iteration 1F: 3 clusters Score -1133470 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1133730.250000 Penalty: 4504.077148
	Iteration 2F: 3 clusters Score -1133730 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1133904.125000 Penalty: 4504.077148
	Iteration 3Q: 3 clusters Score -1133904 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1134019.125000 Penalty: 4504.077148
	Iteration 4Q: 3 clusters Score -1134019 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1134110.500000 Penalty: 4504.077148
	Iteration 5Q: 3 clusters Score -1134110 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1134203.000000 Penalty: 4504.077148
	Iteration 6Q: 3 clusters Score -1134203 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1134293.500000 Penalty: 4504.077148
	Iteration 7Q: 3 clusters Score -1134294 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1134396.875000 Penalty: 4504.077148
	Iteration 8Q: 3 clusters Score -1134397 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1134513.875000 Penalty: 4504.077148
	Iteration 9Q: 3 clusters Score -1134514 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1134650.500000 Penalty: 4504.077148
	Iteration 10Q: 3 clusters Score -1134650 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1134853.500000 Penalty: 4504.077148
	Iteration 11Q: 3 clusters Score -1134854 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1135080.250000 Penalty: 4504.077148
	Iteration 12Q: 3 clusters Score -1135080 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1135358.750000 Penalty: 4504.077148
	Iteration 13Q: 3 clusters Score -1135359 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1135621.500000 Penalty: 4504.077148
	Iteration 14Q: 3 clusters Score -1135622 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1135831.625000 Penalty: 4504.077148
	Iteration 15Q: 3 clusters Score -1135832 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1135998.750000 Penalty: 4504.077148
	Iteration 16Q: 3 clusters Score -1135999 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1136140.125000 Penalty: 4504.077148
	Iteration 17Q: 3 clusters Score -1136140 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1136254.500000 Penalty: 4504.077148
	Iteration 18Q: 3 clusters Score -1136254 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1136348.750000 Penalty: 4504.077148
	Iteration 19Q: 3 clusters Score -1136349 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1136415.875000 Penalty: 4504.077148
	Iteration 20F: 3 clusters Score -1136416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1136447.500000 Penalty: 4504.077148
	Iteration 21Q: 3 clusters Score -1136448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1136484.750000 Penalty: 4504.077148
	Iteration 22Q: 3 clusters Score -1136485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1136518.250000 Penalty: 4504.077148
	Iteration 23Q: 3 clusters Score -1136518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1136543.625000 Penalty: 4504.077148
	Iteration 24Q: 3 clusters Score -1136544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1136556.000000 Penalty: 4504.077148
	Iteration 25Q: 3 clusters Score -1136556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1136565.125000 Penalty: 4504.077148
	Iteration 26Q: 3 clusters Score -1136565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1136573.500000 Penalty: 4504.077148
	Iteration 27Q: 3 clusters Score -1136574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1136573.875000 Penalty: 4504.077148
	Iteration 28Q: 3 clusters Score -1136574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1136573.875000 Penalty: 4504.077148
	Iteration 29Q: 3 clusters Score -1136574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1136575.875000 Penalty: 4504.077148
	Iteration 30Q: 3 clusters Score -1136576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1136580.250000 Penalty: 4504.077148
	Iteration 31Q: 3 clusters Score -1136580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1136582.625000 Penalty: 4504.077148
	Iteration 32Q: 3 clusters Score -1136583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1136584.750000 Penalty: 4504.077148
	Iteration 33Q: 3 clusters Score -1136585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1136585.375000 Penalty: 4504.077148
	Iteration 34Q: 3 clusters Score -1136585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1136585.375000 Penalty: 4504.077148
	Iteration 35F: 3 clusters Score -1136585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (78309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78309 members 
Entering Unmasked Estep 
Score: -10149310.000000 Penalty: 2794.567383
	Iteration 0F: 2 clusters Score -1.014931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -10096951.000000 Penalty: 5589.134766
	Iteration 0F: 3 clusters Score -1.009695e+07 nChanged 36770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -10117701.000000 Penalty: 5589.134766
	Iteration 1F: 3 clusters Score -1.01177e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -10118287.000000 Penalty: 5589.134766
	Iteration 2Q: 3 clusters Score -1.011829e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -10118872.000000 Penalty: 5589.134766
	Iteration 3Q: 3 clusters Score -1.011887e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -10119456.000000 Penalty: 5589.134766
	Iteration 4Q: 3 clusters Score -1.011946e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -10120281.000000 Penalty: 5589.134766
	Iteration 5Q: 3 clusters Score -1.012028e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -10121434.000000 Penalty: 5589.134766
	Iteration 6Q: 3 clusters Score -1.012143e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -10123275.000000 Penalty: 5589.134766
	Iteration 7Q: 3 clusters Score -1.012328e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -10125866.000000 Penalty: 5589.134766
	Iteration 8F: 3 clusters Score -1.012587e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -10129233.000000 Penalty: 5589.134766
	Iteration 9F: 3 clusters Score -1.012923e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -10132849.000000 Penalty: 5589.134766
	Iteration 10F: 3 clusters Score -1.013285e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -10136271.000000 Penalty: 5589.134766
	Iteration 11F: 3 clusters Score -1.013627e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -10139152.000000 Penalty: 5589.134766
	Iteration 12Q: 3 clusters Score -1.013915e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -10141489.000000 Penalty: 5589.134766
	Iteration 13Q: 3 clusters Score -1.014149e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69506 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -10143138.000000 Penalty: 5589.134766
	Iteration 14Q: 3 clusters Score -1.014314e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70743 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -10144296.000000 Penalty: 5589.134766
	Iteration 15Q: 3 clusters Score -1.01443e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71649 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -10145001.000000 Penalty: 5589.134766
	Iteration 16Q: 3 clusters Score -1.0145e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72351 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -10145476.000000 Penalty: 5589.134766
	Iteration 17Q: 3 clusters Score -1.014548e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72930 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -10145824.000000 Penalty: 5589.134766
	Iteration 18Q: 3 clusters Score -1.014582e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73428 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -10146084.000000 Penalty: 5589.134766
	Iteration 19Q: 3 clusters Score -1.014608e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -10146296.000000 Penalty: 5589.134766
	Iteration 20F: 3 clusters Score -1.01463e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74202 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -10146419.000000 Penalty: 5589.134766
	Iteration 21Q: 3 clusters Score -1.014642e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74487 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -10146574.000000 Penalty: 5589.134766
	Iteration 22Q: 3 clusters Score -1.014657e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74701 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -10146631.000000 Penalty: 5589.134766
	Iteration 23Q: 3 clusters Score -1.014663e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -10146692.000000 Penalty: 5589.134766
	Iteration 24Q: 3 clusters Score -1.014669e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75068 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -10146733.000000 Penalty: 5589.134766
	Iteration 25Q: 3 clusters Score -1.014673e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -10146784.000000 Penalty: 5589.134766
	Iteration 26Q: 3 clusters Score -1.014678e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75335 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -10146822.000000 Penalty: 5589.134766
	Iteration 27Q: 3 clusters Score -1.014682e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75459 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -10146868.000000 Penalty: 5589.134766
	Iteration 28Q: 3 clusters Score -1.014687e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75552 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -10146886.000000 Penalty: 5589.134766
	Iteration 29Q: 3 clusters Score -1.014689e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -10146914.000000 Penalty: 5589.134766
	Iteration 30Q: 3 clusters Score -1.014691e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -10146938.000000 Penalty: 5589.134766
	Iteration 31Q: 3 clusters Score -1.014694e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -10146963.000000 Penalty: 5589.134766
	Iteration 32Q: 3 clusters Score -1.014696e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -10146972.000000 Penalty: 5589.134766
	Iteration 33Q: 3 clusters Score -1.014697e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -10146989.000000 Penalty: 5589.134766
	Iteration 34Q: 3 clusters Score -1.014699e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -10147041.000000 Penalty: 5589.134766
	Iteration 35Q: 3 clusters Score -1.014704e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -10147061.000000 Penalty: 5589.134766
	Iteration 36Q: 3 clusters Score -1.014706e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -10147084.000000 Penalty: 5589.134766
	Iteration 37Q: 3 clusters Score -1.014708e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -10147098.000000 Penalty: 5589.134766
	Iteration 38Q: 3 clusters Score -1.01471e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76119 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -10147113.000000 Penalty: 5589.134766
	Iteration 39Q: 3 clusters Score -1.014711e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76155 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -10147145.000000 Penalty: 5589.134766
	Iteration 40F: 3 clusters Score -1.014714e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76191 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -10147145.000000 Penalty: 5589.134766
	Iteration 41Q: 3 clusters Score -1.014714e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76226 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -10147168.000000 Penalty: 5589.134766
	Iteration 42Q: 3 clusters Score -1.014717e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76254 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -10147180.000000 Penalty: 5589.134766
	Iteration 43Q: 3 clusters Score -1.014718e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -10147181.000000 Penalty: 5589.134766
	Iteration 44Q: 3 clusters Score -1.014718e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76305 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -10147191.000000 Penalty: 5589.134766
	Iteration 45Q: 3 clusters Score -1.014719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -10147186.000000 Penalty: 5589.134766
	Iteration 46Q: 3 clusters Score -1.014719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -10147187.000000 Penalty: 5589.134766
	Iteration 47Q: 3 clusters Score -1.014719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -10147188.000000 Penalty: 5589.134766
	Iteration 48Q: 3 clusters Score -1.014719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -10147185.000000 Penalty: 5589.134766
	Iteration 49Q: 3 clusters Score -1.014718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76330 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -10147179.000000 Penalty: 5589.134766
	Iteration 50Q: 3 clusters Score -1.014718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76330 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -10147179.000000 Penalty: 5589.134766
	Iteration 51F: 3 clusters Score -1.014718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Entering Unmasked Estep 
Score: -2656421.250000 Penalty: 2464.979736
	Iteration 0F: 2 clusters Score -2656421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2642101.750000 Penalty: 4929.959473
	Iteration 0F: 3 clusters Score -2642102 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2647118.500000 Penalty: 4929.959473
	Iteration 1F: 3 clusters Score -2647118 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2647869.000000 Penalty: 4929.959473
	Iteration 2F: 3 clusters Score -2647869 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2648743.000000 Penalty: 4929.959473
	Iteration 3F: 3 clusters Score -2648743 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2649713.750000 Penalty: 4929.959473
	Iteration 4F: 3 clusters Score -2649714 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2650598.250000 Penalty: 4929.959473
	Iteration 5F: 3 clusters Score -2650598 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2651326.000000 Penalty: 4929.959473
	Iteration 6F: 3 clusters Score -2651326 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2651839.250000 Penalty: 4929.959473
	Iteration 7Q: 3 clusters Score -2651839 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2652231.000000 Penalty: 4929.959473
	Iteration 8Q: 3 clusters Score -2652231 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2652594.750000 Penalty: 4929.959473
	Iteration 9Q: 3 clusters Score -2652595 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2652910.250000 Penalty: 4929.959473
	Iteration 10Q: 3 clusters Score -2652910 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2653184.500000 Penalty: 4929.959473
	Iteration 11Q: 3 clusters Score -2653184 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2653374.750000 Penalty: 4929.959473
	Iteration 12Q: 3 clusters Score -2653375 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2653547.750000 Penalty: 4929.959473
	Iteration 13Q: 3 clusters Score -2653548 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2653701.000000 Penalty: 4929.959473
	Iteration 14Q: 3 clusters Score -2653701 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2653848.250000 Penalty: 4929.959473
	Iteration 15Q: 3 clusters Score -2653848 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2653947.250000 Penalty: 4929.959473
	Iteration 16Q: 3 clusters Score -2653947 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2654043.000000 Penalty: 4929.959473
	Iteration 17Q: 3 clusters Score -2654043 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2654110.750000 Penalty: 4929.959473
	Iteration 18Q: 3 clusters Score -2654111 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2654182.750000 Penalty: 4929.959473
	Iteration 19Q: 3 clusters Score -2654183 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2654245.500000 Penalty: 4929.959473
	Iteration 20F: 3 clusters Score -2654246 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2654296.500000 Penalty: 4929.959473
	Iteration 21Q: 3 clusters Score -2654296 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2654324.500000 Penalty: 4929.959473
	Iteration 22Q: 3 clusters Score -2654324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2654338.750000 Penalty: 4929.959473
	Iteration 23Q: 3 clusters Score -2654339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2654347.250000 Penalty: 4929.959473
	Iteration 24Q: 3 clusters Score -2654347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2654350.500000 Penalty: 4929.959473
	Iteration 25Q: 3 clusters Score -2654350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2654359.500000 Penalty: 4929.959473
	Iteration 26Q: 3 clusters Score -2654360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2654369.250000 Penalty: 4929.959473
	Iteration 27Q: 3 clusters Score -2654369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2654375.250000 Penalty: 4929.959473
	Iteration 28Q: 3 clusters Score -2654375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2654383.750000 Penalty: 4929.959473
	Iteration 29Q: 3 clusters Score -2654384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2654393.500000 Penalty: 4929.959473
	Iteration 30Q: 3 clusters Score -2654394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2654397.000000 Penalty: 4929.959473
	Iteration 31Q: 3 clusters Score -2654397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2654404.500000 Penalty: 4929.959473
	Iteration 32Q: 3 clusters Score -2654404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2654406.000000 Penalty: 4929.959473
	Iteration 33Q: 3 clusters Score -2654406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2654409.750000 Penalty: 4929.959473
	Iteration 34Q: 3 clusters Score -2654410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2654414.000000 Penalty: 4929.959473
	Iteration 35Q: 3 clusters Score -2654414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2654419.250000 Penalty: 4929.959473
	Iteration 36Q: 3 clusters Score -2654419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2654421.250000 Penalty: 4929.959473
	Iteration 37Q: 3 clusters Score -2654421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2654424.500000 Penalty: 4929.959473
	Iteration 38Q: 3 clusters Score -2654424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2654434.750000 Penalty: 4929.959473
	Iteration 39Q: 3 clusters Score -2654435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2654436.250000 Penalty: 4929.959473
	Iteration 40F: 3 clusters Score -2654436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2654442.500000 Penalty: 4929.959473
	Iteration 41Q: 3 clusters Score -2654442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2654445.750000 Penalty: 4929.959473
	Iteration 42Q: 3 clusters Score -2654446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2654447.500000 Penalty: 4929.959473
	Iteration 43Q: 3 clusters Score -2654448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2654446.250000 Penalty: 4929.959473
	Iteration 44Q: 3 clusters Score -2654446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2654446.000000 Penalty: 4929.959473
	Iteration 45Q: 3 clusters Score -2654446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2654445.500000 Penalty: 4929.959473
	Iteration 46Q: 3 clusters Score -2654446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2654445.500000 Penalty: 4929.959473
	Iteration 47F: 3 clusters Score -2654446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Entering Unmasked Estep 
Score: -1382466.000000 Penalty: 2318.652832
	Iteration 0F: 2 clusters Score -1382466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1373856.625000 Penalty: 4637.305664
	Iteration 0F: 3 clusters Score -1373857 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1376541.625000 Penalty: 4637.305664
	Iteration 1F: 3 clusters Score -1376542 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1376932.875000 Penalty: 4637.305664
	Iteration 2F: 3 clusters Score -1376933 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1377379.125000 Penalty: 4637.305664
	Iteration 3F: 3 clusters Score -1377379 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1377905.750000 Penalty: 4637.305664
	Iteration 4F: 3 clusters Score -1377906 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1378361.750000 Penalty: 4637.305664
	Iteration 5F: 3 clusters Score -1378362 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1378715.750000 Penalty: 4637.305664
	Iteration 6F: 3 clusters Score -1378716 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1378985.000000 Penalty: 4637.305664
	Iteration 7Q: 3 clusters Score -1378985 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1379201.500000 Penalty: 4637.305664
	Iteration 8Q: 3 clusters Score -1379202 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1379395.625000 Penalty: 4637.305664
	Iteration 9Q: 3 clusters Score -1379396 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1379551.625000 Penalty: 4637.305664
	Iteration 10Q: 3 clusters Score -1379552 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1379662.500000 Penalty: 4637.305664
	Iteration 11Q: 3 clusters Score -1379662 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1379740.750000 Penalty: 4637.305664
	Iteration 12Q: 3 clusters Score -1379741 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1379814.250000 Penalty: 4637.305664
	Iteration 13Q: 3 clusters Score -1379814 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1379892.625000 Penalty: 4637.305664
	Iteration 14Q: 3 clusters Score -1379893 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1379964.500000 Penalty: 4637.305664
	Iteration 15Q: 3 clusters Score -1379964 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1380027.375000 Penalty: 4637.305664
	Iteration 16Q: 3 clusters Score -1380027 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1380091.875000 Penalty: 4637.305664
	Iteration 17Q: 3 clusters Score -1380092 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1380161.000000 Penalty: 4637.305664
	Iteration 18Q: 3 clusters Score -1380161 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1380224.125000 Penalty: 4637.305664
	Iteration 19Q: 3 clusters Score -1380224 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1380296.125000 Penalty: 4637.305664
	Iteration 20F: 3 clusters Score -1380296 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1380363.375000 Penalty: 4637.305664
	Iteration 21Q: 3 clusters Score -1380363 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1380429.750000 Penalty: 4637.305664
	Iteration 22Q: 3 clusters Score -1380430 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1380496.000000 Penalty: 4637.305664
	Iteration 23Q: 3 clusters Score -1380496 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1380539.625000 Penalty: 4637.305664
	Iteration 24Q: 3 clusters Score -1380540 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1380588.500000 Penalty: 4637.305664
	Iteration 25Q: 3 clusters Score -1380588 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1380640.375000 Penalty: 4637.305664
	Iteration 26Q: 3 clusters Score -1380640 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1380682.875000 Penalty: 4637.305664
	Iteration 27Q: 3 clusters Score -1380683 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1380726.500000 Penalty: 4637.305664
	Iteration 28Q: 3 clusters Score -1380726 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1380783.875000 Penalty: 4637.305664
	Iteration 29Q: 3 clusters Score -1380784 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1380838.000000 Penalty: 4637.305664
	Iteration 30Q: 3 clusters Score -1380838 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1380897.625000 Penalty: 4637.305664
	Iteration 31Q: 3 clusters Score -1380898 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1380957.750000 Penalty: 4637.305664
	Iteration 32Q: 3 clusters Score -1380958 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1381001.500000 Penalty: 4637.305664
	Iteration 33Q: 3 clusters Score -1381002 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1381026.625000 Penalty: 4637.305664
	Iteration 34Q: 3 clusters Score -1381027 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1381046.250000 Penalty: 4637.305664
	Iteration 35Q: 3 clusters Score -1381046 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1381063.875000 Penalty: 4637.305664
	Iteration 36Q: 3 clusters Score -1381064 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1381079.375000 Penalty: 4637.305664
	Iteration 37Q: 3 clusters Score -1381079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1381083.250000 Penalty: 4637.305664
	Iteration 38Q: 3 clusters Score -1381083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1381094.500000 Penalty: 4637.305664
	Iteration 39Q: 3 clusters Score -1381094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1381099.250000 Penalty: 4637.305664
	Iteration 40F: 3 clusters Score -1381099 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1381101.125000 Penalty: 4637.305664
	Iteration 41Q: 3 clusters Score -1381101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1381111.375000 Penalty: 4637.305664
	Iteration 42Q: 3 clusters Score -1381111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1381116.500000 Penalty: 4637.305664
	Iteration 43Q: 3 clusters Score -1381116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1381118.375000 Penalty: 4637.305664
	Iteration 44Q: 3 clusters Score -1381118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1381120.750000 Penalty: 4637.305664
	Iteration 45Q: 3 clusters Score -1381121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1381121.375000 Penalty: 4637.305664
	Iteration 46Q: 3 clusters Score -1381121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1381126.250000 Penalty: 4637.305664
	Iteration 47Q: 3 clusters Score -1381126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1381128.500000 Penalty: 4637.305664
	Iteration 48Q: 3 clusters Score -1381128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1381127.375000 Penalty: 4637.305664
	Iteration 49Q: 3 clusters Score -1381127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1381128.125000 Penalty: 4637.305664
	Iteration 50Q: 3 clusters Score -1381128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1381125.250000 Penalty: 4637.305664
	Iteration 51Q: 3 clusters Score -1381125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1381128.750000 Penalty: 4637.305664
	Iteration 52Q: 3 clusters Score -1381129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1381130.125000 Penalty: 4637.305664
	Iteration 53Q: 3 clusters Score -1381130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1381129.750000 Penalty: 4637.305664
	Iteration 54Q: 3 clusters Score -1381130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1381130.375000 Penalty: 4637.305664
	Iteration 55Q: 3 clusters Score -1381130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1381130.250000 Penalty: 4637.305664
	Iteration 56Q: 3 clusters Score -1381130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1381129.125000 Penalty: 4637.305664
	Iteration 57Q: 3 clusters Score -1381129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1381129.250000 Penalty: 4637.305664
	Iteration 58Q: 3 clusters Score -1381129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1381130.125000 Penalty: 4637.305664
	Iteration 59Q: 3 clusters Score -1381130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1381130.000000 Penalty: 4637.305664
	Iteration 60F: 3 clusters Score -1381130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Entering Unmasked Estep 
Score: -1016839.625000 Penalty: 2233.431885
	Iteration 0F: 2 clusters Score -1016840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1010330.125000 Penalty: 4466.863770
	Iteration 0F: 3 clusters Score -1010330 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1012115.250000 Penalty: 4466.863770
	Iteration 1F: 3 clusters Score -1012115 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1012422.125000 Penalty: 4466.863770
	Iteration 2F: 3 clusters Score -1012422 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1012694.062500 Penalty: 4466.863770
	Iteration 3F: 3 clusters Score -1012694 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1013039.937500 Penalty: 4466.863770
	Iteration 4F: 3 clusters Score -1013040 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1013406.125000 Penalty: 4466.863770
	Iteration 5F: 3 clusters Score -1013406 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1013738.750000 Penalty: 4466.863770
	Iteration 6F: 3 clusters Score -1013739 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1014026.812500 Penalty: 4466.863770
	Iteration 7F: 3 clusters Score -1014027 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1014247.187500 Penalty: 4466.863770
	Iteration 8Q: 3 clusters Score -1014247 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1014407.562500 Penalty: 4466.863770
	Iteration 9Q: 3 clusters Score -1014408 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1014515.187500 Penalty: 4466.863770
	Iteration 10Q: 3 clusters Score -1014515 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1014591.812500 Penalty: 4466.863770
	Iteration 11Q: 3 clusters Score -1014592 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1014653.125000 Penalty: 4466.863770
	Iteration 12Q: 3 clusters Score -1014653 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1014696.000000 Penalty: 4466.863770
	Iteration 13Q: 3 clusters Score -1014696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1014723.812500 Penalty: 4466.863770
	Iteration 14Q: 3 clusters Score -1014724 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1014750.187500 Penalty: 4466.863770
	Iteration 15Q: 3 clusters Score -1014750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1014765.812500 Penalty: 4466.863770
	Iteration 16Q: 3 clusters Score -1014766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1014781.375000 Penalty: 4466.863770
	Iteration 17Q: 3 clusters Score -1014781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1014792.187500 Penalty: 4466.863770
	Iteration 18Q: 3 clusters Score -1014792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1014802.000000 Penalty: 4466.863770
	Iteration 19Q: 3 clusters Score -1014802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1014810.812500 Penalty: 4466.863770
	Iteration 20F: 3 clusters Score -1014811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1014815.187500 Penalty: 4466.863770
	Iteration 21Q: 3 clusters Score -1014815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1014820.062500 Penalty: 4466.863770
	Iteration 22Q: 3 clusters Score -1014820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1014825.250000 Penalty: 4466.863770
	Iteration 23Q: 3 clusters Score -1014825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1014829.250000 Penalty: 4466.863770
	Iteration 24Q: 3 clusters Score -1014829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1014829.437500 Penalty: 4466.863770
	Iteration 25Q: 3 clusters Score -1014829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1014833.937500 Penalty: 4466.863770
	Iteration 26Q: 3 clusters Score -1014834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1014837.000000 Penalty: 4466.863770
	Iteration 27Q: 3 clusters Score -1014837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1014838.250000 Penalty: 4466.863770
	Iteration 28Q: 3 clusters Score -1014838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1014842.125000 Penalty: 4466.863770
	Iteration 29Q: 3 clusters Score -1014842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1014844.625000 Penalty: 4466.863770
	Iteration 30Q: 3 clusters Score -1014845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1014845.750000 Penalty: 4466.863770
	Iteration 31Q: 3 clusters Score -1014846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1014847.062500 Penalty: 4466.863770
	Iteration 32Q: 3 clusters Score -1014847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1014847.687500 Penalty: 4466.863770
	Iteration 33Q: 3 clusters Score -1014848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1014848.375000 Penalty: 4466.863770
	Iteration 34Q: 3 clusters Score -1014848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1014848.812500 Penalty: 4466.863770
	Iteration 35Q: 3 clusters Score -1014849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1014850.000000 Penalty: 4466.863770
	Iteration 36Q: 3 clusters Score -1014850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1014850.750000 Penalty: 4466.863770
	Iteration 37Q: 3 clusters Score -1014851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1014854.812500 Penalty: 4466.863770
	Iteration 38Q: 3 clusters Score -1014855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1014854.812500 Penalty: 4466.863770
	Iteration 39Q: 3 clusters Score -1014855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1014857.000000 Penalty: 4466.863770
	Iteration 40F: 3 clusters Score -1014857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1014857.562500 Penalty: 4466.863770
	Iteration 41Q: 3 clusters Score -1014858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1014860.187500 Penalty: 4466.863770
	Iteration 42Q: 3 clusters Score -1014860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1014862.125000 Penalty: 4466.863770
	Iteration 43Q: 3 clusters Score -1014862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1014862.875000 Penalty: 4466.863770
	Iteration 44Q: 3 clusters Score -1014863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1014866.625000 Penalty: 4466.863770
	Iteration 45Q: 3 clusters Score -1014867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1014868.875000 Penalty: 4466.863770
	Iteration 46Q: 3 clusters Score -1014869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1014870.375000 Penalty: 4466.863770
	Iteration 47Q: 3 clusters Score -1014870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1014876.125000 Penalty: 4466.863770
	Iteration 48Q: 3 clusters Score -1014876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1014880.125000 Penalty: 4466.863770
	Iteration 49Q: 3 clusters Score -1014880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1014881.750000 Penalty: 4466.863770
	Iteration 50Q: 3 clusters Score -1014882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1014887.687500 Penalty: 4466.863770
	Iteration 51Q: 3 clusters Score -1014888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1014888.812500 Penalty: 4466.863770
	Iteration 52Q: 3 clusters Score -1014889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1014890.562500 Penalty: 4466.863770
	Iteration 53Q: 3 clusters Score -1014891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1014892.687500 Penalty: 4466.863770
	Iteration 54Q: 3 clusters Score -1014893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1014893.187500 Penalty: 4466.863770
	Iteration 55Q: 3 clusters Score -1014893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1014895.500000 Penalty: 4466.863770
	Iteration 56Q: 3 clusters Score -1014896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1014895.125000 Penalty: 4466.863770
	Iteration 57Q: 3 clusters Score -1014895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1014895.500000 Penalty: 4466.863770
	Iteration 58Q: 3 clusters Score -1014896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1014895.437500 Penalty: 4466.863770
	Iteration 59Q: 3 clusters Score -1014895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1014894.437500 Penalty: 4466.863770
	Iteration 60F: 3 clusters Score -1014894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -26559.046875 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -26559.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25407.257812 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -25407.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25510.583984 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -25510.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25559.003906 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -25559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25599.906250 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -25599.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25643.109375 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -25643.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25696.984375 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -25696.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25733.851562 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -25733.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25757.232422 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -25757.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25780.421875 Penalty: 2773.129639
	Iteration 8Q: 3 clusters Score -25780.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25797.568359 Penalty: 2773.129639
	Iteration 9Q: 3 clusters Score -25797.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25815.427734 Penalty: 2773.129639
	Iteration 10Q: 3 clusters Score -25815.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25815.427734 Penalty: 2773.129639
	Iteration 11F: 3 clusters Score -25815.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (10317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Entering Unmasked Estep 
Score: -1347814.875000 Penalty: 2291.904053
	Iteration 0F: 2 clusters Score -1347815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1339925.375000 Penalty: 4583.808105
	Iteration 0F: 3 clusters Score -1339925 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1342271.250000 Penalty: 4583.808105
	Iteration 1F: 3 clusters Score -1342271 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1342589.000000 Penalty: 4583.808105
	Iteration 2F: 3 clusters Score -1342589 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1342846.125000 Penalty: 4583.808105
	Iteration 3F: 3 clusters Score -1342846 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1343082.625000 Penalty: 4583.808105
	Iteration 4Q: 3 clusters Score -1343083 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1343331.875000 Penalty: 4583.808105
	Iteration 5Q: 3 clusters Score -1343332 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1343636.750000 Penalty: 4583.808105
	Iteration 6Q: 3 clusters Score -1343637 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1344054.000000 Penalty: 4583.808105
	Iteration 7F: 3 clusters Score -1344054 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1344449.625000 Penalty: 4583.808105
	Iteration 8F: 3 clusters Score -1344450 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1344827.375000 Penalty: 4583.808105
	Iteration 9F: 3 clusters Score -1344827 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1345166.125000 Penalty: 4583.808105
	Iteration 10Q: 3 clusters Score -1345166 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1345414.250000 Penalty: 4583.808105
	Iteration 11Q: 3 clusters Score -1345414 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1345588.750000 Penalty: 4583.808105
	Iteration 12Q: 3 clusters Score -1345589 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1345694.750000 Penalty: 4583.808105
	Iteration 13Q: 3 clusters Score -1345695 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1345767.625000 Penalty: 4583.808105
	Iteration 14Q: 3 clusters Score -1345768 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1345832.125000 Penalty: 4583.808105
	Iteration 15Q: 3 clusters Score -1345832 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1345883.625000 Penalty: 4583.808105
	Iteration 16Q: 3 clusters Score -1345884 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1345932.875000 Penalty: 4583.808105
	Iteration 17Q: 3 clusters Score -1345933 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1345976.750000 Penalty: 4583.808105
	Iteration 18Q: 3 clusters Score -1345977 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1346015.750000 Penalty: 4583.808105
	Iteration 19Q: 3 clusters Score -1346016 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1346061.125000 Penalty: 4583.808105
	Iteration 20F: 3 clusters Score -1346061 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1346105.750000 Penalty: 4583.808105
	Iteration 21Q: 3 clusters Score -1346106 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1346147.000000 Penalty: 4583.808105
	Iteration 22Q: 3 clusters Score -1346147 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1346182.250000 Penalty: 4583.808105
	Iteration 23Q: 3 clusters Score -1346182 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1346212.250000 Penalty: 4583.808105
	Iteration 24Q: 3 clusters Score -1346212 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1346238.750000 Penalty: 4583.808105
	Iteration 25Q: 3 clusters Score -1346239 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1346259.500000 Penalty: 4583.808105
	Iteration 26Q: 3 clusters Score -1346260 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1346285.500000 Penalty: 4583.808105
	Iteration 27Q: 3 clusters Score -1346286 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1346302.750000 Penalty: 4583.808105
	Iteration 28Q: 3 clusters Score -1346303 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1346315.500000 Penalty: 4583.808105
	Iteration 29Q: 3 clusters Score -1346316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1346325.625000 Penalty: 4583.808105
	Iteration 30Q: 3 clusters Score -1346326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1346336.000000 Penalty: 4583.808105
	Iteration 31Q: 3 clusters Score -1346336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1346341.375000 Penalty: 4583.808105
	Iteration 32Q: 3 clusters Score -1346341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1346347.875000 Penalty: 4583.808105
	Iteration 33Q: 3 clusters Score -1346348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1346350.125000 Penalty: 4583.808105
	Iteration 34Q: 3 clusters Score -1346350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1346347.625000 Penalty: 4583.808105
	Iteration 35Q: 3 clusters Score -1346348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1346352.750000 Penalty: 4583.808105
	Iteration 36Q: 3 clusters Score -1346353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1346357.125000 Penalty: 4583.808105
	Iteration 37Q: 3 clusters Score -1346357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1346359.500000 Penalty: 4583.808105
	Iteration 38Q: 3 clusters Score -1346360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1346364.250000 Penalty: 4583.808105
	Iteration 39Q: 3 clusters Score -1346364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1346368.875000 Penalty: 4583.808105
	Iteration 40F: 3 clusters Score -1346369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1346375.750000 Penalty: 4583.808105
	Iteration 41Q: 3 clusters Score -1346376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1346378.875000 Penalty: 4583.808105
	Iteration 42Q: 3 clusters Score -1346379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1346380.250000 Penalty: 4583.808105
	Iteration 43Q: 3 clusters Score -1346380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1346382.750000 Penalty: 4583.808105
	Iteration 44Q: 3 clusters Score -1346383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1346382.500000 Penalty: 4583.808105
	Iteration 45Q: 3 clusters Score -1346382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1346382.875000 Penalty: 4583.808105
	Iteration 46Q: 3 clusters Score -1346383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1346387.250000 Penalty: 4583.808105
	Iteration 47Q: 3 clusters Score -1346387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1346388.750000 Penalty: 4583.808105
	Iteration 48Q: 3 clusters Score -1346389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1346389.750000 Penalty: 4583.808105
	Iteration 49Q: 3 clusters Score -1346390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1346389.500000 Penalty: 4583.808105
	Iteration 50Q: 3 clusters Score -1346390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1346388.125000 Penalty: 4583.808105
	Iteration 51Q: 3 clusters Score -1346388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1346388.125000 Penalty: 4583.808105
	Iteration 52F: 3 clusters Score -1346388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Entering Unmasked Estep 
Score: -1127785.625000 Penalty: 2282.172607
	Iteration 0F: 2 clusters Score -1127786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1120216.250000 Penalty: 4564.345215
	Iteration 0F: 3 clusters Score -1120216 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1122864.375000 Penalty: 4564.345215
	Iteration 1F: 3 clusters Score -1122864 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1123873.750000 Penalty: 4564.345215
	Iteration 2F: 3 clusters Score -1123874 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1125026.750000 Penalty: 4564.345215
	Iteration 3F: 3 clusters Score -1125027 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1126052.875000 Penalty: 4564.345215
	Iteration 4F: 3 clusters Score -1126053 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1126962.250000 Penalty: 4564.345215
	Iteration 5F: 3 clusters Score -1126962 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1127613.625000 Penalty: 4564.345215
	Iteration 6F: 3 clusters Score -1127614 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1128051.125000 Penalty: 4564.345215
	Iteration 7Q: 3 clusters Score -1128051 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1128340.875000 Penalty: 4564.345215
	Iteration 8Q: 3 clusters Score -1128341 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1128511.000000 Penalty: 4564.345215
	Iteration 9Q: 3 clusters Score -1128511 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1128626.500000 Penalty: 4564.345215
	Iteration 10Q: 3 clusters Score -1128626 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1128690.625000 Penalty: 4564.345215
	Iteration 11Q: 3 clusters Score -1128691 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1128727.375000 Penalty: 4564.345215
	Iteration 12Q: 3 clusters Score -1128727 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1128736.375000 Penalty: 4564.345215
	Iteration 13Q: 3 clusters Score -1128736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1128745.125000 Penalty: 4564.345215
	Iteration 14Q: 3 clusters Score -1128745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1128749.250000 Penalty: 4564.345215
	Iteration 15Q: 3 clusters Score -1128749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1128756.875000 Penalty: 4564.345215
	Iteration 16Q: 3 clusters Score -1128757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1128760.250000 Penalty: 4564.345215
	Iteration 17Q: 3 clusters Score -1128760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1128761.375000 Penalty: 4564.345215
	Iteration 18Q: 3 clusters Score -1128761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1128764.625000 Penalty: 4564.345215
	Iteration 19Q: 3 clusters Score -1128765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1128763.500000 Penalty: 4564.345215
	Iteration 20F: 3 clusters Score -1128764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1128766.250000 Penalty: 4564.345215
	Iteration 21Q: 3 clusters Score -1128766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1128766.375000 Penalty: 4564.345215
	Iteration 22Q: 3 clusters Score -1128766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1128766.125000 Penalty: 4564.345215
	Iteration 23Q: 3 clusters Score -1128766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1128766.250000 Penalty: 4564.345215
	Iteration 24Q: 3 clusters Score -1128766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1128768.375000 Penalty: 4564.345215
	Iteration 25Q: 3 clusters Score -1128768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1128766.875000 Penalty: 4564.345215
	Iteration 26Q: 3 clusters Score -1128767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1128767.875000 Penalty: 4564.345215
	Iteration 27Q: 3 clusters Score -1128768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1128767.500000 Penalty: 4564.345215
	Iteration 28Q: 3 clusters Score -1128768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1128768.500000 Penalty: 4564.345215
	Iteration 29Q: 3 clusters Score -1128768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1128767.750000 Penalty: 4564.345215
	Iteration 30Q: 3 clusters Score -1128768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1128767.750000 Penalty: 4564.345215
	Iteration 31F: 3 clusters Score -1128768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7369 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 15923 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11868 members 
Mstep: Class 12 contains 175929 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7515 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98685 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89343 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 78309 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 3334 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Mstep: Class 43 contains 6586 members 
Entering Unmasked Estep 
Score: -150949296.000000 Penalty: 149390.437500
Splitting cluster 38 changes total score from -150949696.000000 to -150949296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -32122.437500 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -32122.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30928.087891 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -30928.09 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31436.355469 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -31436.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31641.177734 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -31641.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31722.003906 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -31722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31857.470703 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -31857.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31879.250000 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -31879.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31927.955078 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -31927.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31969.587891 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -31969.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32003.070312 Penalty: 2922.255371
	Iteration 8Q: 3 clusters Score -32003.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32044.683594 Penalty: 2922.255371
	Iteration 9Q: 3 clusters Score -32044.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32088.462891 Penalty: 2922.255371
	Iteration 10Q: 3 clusters Score -32088.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32170.080078 Penalty: 2922.255371
	Iteration 11Q: 3 clusters Score -32170.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32397.761719 Penalty: 2922.255371
	Iteration 12Q: 3 clusters Score -32397.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32519.824219 Penalty: 2922.255371
	Iteration 13Q: 3 clusters Score -32519.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32687.792969 Penalty: 2922.255371
	Iteration 14Q: 3 clusters Score -32687.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32718.601562 Penalty: 2922.255371
	Iteration 15Q: 3 clusters Score -32718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32735.609375 Penalty: 2922.255371
	Iteration 16Q: 3 clusters Score -32735.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32736.144531 Penalty: 2922.255371
	Iteration 17F: 3 clusters Score -32736.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -32738.617188 Penalty: 2922.255371
	Iteration 18Q: 3 clusters Score -32738.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -32738.617188 Penalty: 2922.255371
	Iteration 19F: 3 clusters Score -32738.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7369 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 15923 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11868 members 
Mstep: Class 12 contains 175929 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7515 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98685 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89343 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 78309 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9920 members 
Mstep: Class 39 contains 241 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 644 members 
Mstep: Class 43 contains 121 members 
Entering Unmasked Estep 
Score: -150948256.000000 Penalty: 149390.437500
Splitting cluster 39 changes total score from -150949696.000000 to -150948256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (13107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Entering Unmasked Estep 
Score: -1657083.750000 Penalty: 2351.263672
	Iteration 0F: 2 clusters Score -1657084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1647462.125000 Penalty: 4702.527344
	Iteration 0F: 3 clusters Score -1647462 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1650549.000000 Penalty: 4702.527344
	Iteration 1F: 3 clusters Score -1650549 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1651169.500000 Penalty: 4702.527344
	Iteration 2F: 3 clusters Score -1651170 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1651802.125000 Penalty: 4702.527344
	Iteration 3F: 3 clusters Score -1651802 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1652403.250000 Penalty: 4702.527344
	Iteration 4F: 3 clusters Score -1652403 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1652905.375000 Penalty: 4702.527344
	Iteration 5F: 3 clusters Score -1652905 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1653247.875000 Penalty: 4702.527344
	Iteration 6Q: 3 clusters Score -1653248 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1653490.625000 Penalty: 4702.527344
	Iteration 7Q: 3 clusters Score -1653491 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1653670.500000 Penalty: 4702.527344
	Iteration 8Q: 3 clusters Score -1653670 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1653814.500000 Penalty: 4702.527344
	Iteration 9Q: 3 clusters Score -1653814 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1653921.750000 Penalty: 4702.527344
	Iteration 10Q: 3 clusters Score -1653922 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1654002.875000 Penalty: 4702.527344
	Iteration 11Q: 3 clusters Score -1654003 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1654075.750000 Penalty: 4702.527344
	Iteration 12Q: 3 clusters Score -1654076 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1654137.625000 Penalty: 4702.527344
	Iteration 13Q: 3 clusters Score -1654138 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1654174.125000 Penalty: 4702.527344
	Iteration 14Q: 3 clusters Score -1654174 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1654211.000000 Penalty: 4702.527344
	Iteration 15Q: 3 clusters Score -1654211 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1654235.500000 Penalty: 4702.527344
	Iteration 16Q: 3 clusters Score -1654236 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1654251.250000 Penalty: 4702.527344
	Iteration 17Q: 3 clusters Score -1654251 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1654265.250000 Penalty: 4702.527344
	Iteration 18Q: 3 clusters Score -1654265 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1654290.500000 Penalty: 4702.527344
	Iteration 19Q: 3 clusters Score -1654290 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1654301.375000 Penalty: 4702.527344
	Iteration 20F: 3 clusters Score -1654301 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1654313.500000 Penalty: 4702.527344
	Iteration 21Q: 3 clusters Score -1654314 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1654324.625000 Penalty: 4702.527344
	Iteration 22Q: 3 clusters Score -1654325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1654332.375000 Penalty: 4702.527344
	Iteration 23Q: 3 clusters Score -1654332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1654345.000000 Penalty: 4702.527344
	Iteration 24Q: 3 clusters Score -1654345 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1654359.250000 Penalty: 4702.527344
	Iteration 25Q: 3 clusters Score -1654359 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1654362.125000 Penalty: 4702.527344
	Iteration 26Q: 3 clusters Score -1654362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1654371.125000 Penalty: 4702.527344
	Iteration 27Q: 3 clusters Score -1654371 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1654380.000000 Penalty: 4702.527344
	Iteration 28Q: 3 clusters Score -1654380 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1654398.375000 Penalty: 4702.527344
	Iteration 29Q: 3 clusters Score -1654398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1654408.000000 Penalty: 4702.527344
	Iteration 30Q: 3 clusters Score -1654408 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1654421.500000 Penalty: 4702.527344
	Iteration 31Q: 3 clusters Score -1654422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1654428.750000 Penalty: 4702.527344
	Iteration 32Q: 3 clusters Score -1654429 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1654434.750000 Penalty: 4702.527344
	Iteration 33Q: 3 clusters Score -1654435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1654441.000000 Penalty: 4702.527344
	Iteration 34Q: 3 clusters Score -1654441 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1654455.250000 Penalty: 4702.527344
	Iteration 35Q: 3 clusters Score -1654455 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1654456.625000 Penalty: 4702.527344
	Iteration 36Q: 3 clusters Score -1654457 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1654459.500000 Penalty: 4702.527344
	Iteration 37Q: 3 clusters Score -1654460 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1654479.125000 Penalty: 4702.527344
	Iteration 38Q: 3 clusters Score -1654479 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1654484.375000 Penalty: 4702.527344
	Iteration 39Q: 3 clusters Score -1654484 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1654497.000000 Penalty: 4702.527344
	Iteration 40F: 3 clusters Score -1654497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1654504.500000 Penalty: 4702.527344
	Iteration 41Q: 3 clusters Score -1654504 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1654519.125000 Penalty: 4702.527344
	Iteration 42Q: 3 clusters Score -1654519 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1654529.875000 Penalty: 4702.527344
	Iteration 43Q: 3 clusters Score -1654530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1654539.000000 Penalty: 4702.527344
	Iteration 44Q: 3 clusters Score -1654539 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1654552.500000 Penalty: 4702.527344
	Iteration 45Q: 3 clusters Score -1654552 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1654565.500000 Penalty: 4702.527344
	Iteration 46Q: 3 clusters Score -1654566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1654582.125000 Penalty: 4702.527344
	Iteration 47Q: 3 clusters Score -1654582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1654591.625000 Penalty: 4702.527344
	Iteration 48Q: 3 clusters Score -1654592 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1654611.625000 Penalty: 4702.527344
	Iteration 49Q: 3 clusters Score -1654612 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1654626.625000 Penalty: 4702.527344
	Iteration 50Q: 3 clusters Score -1654627 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1654641.000000 Penalty: 4702.527344
	Iteration 51Q: 3 clusters Score -1654641 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1654649.000000 Penalty: 4702.527344
	Iteration 52Q: 3 clusters Score -1654649 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1654662.375000 Penalty: 4702.527344
	Iteration 53Q: 3 clusters Score -1654662 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1654670.750000 Penalty: 4702.527344
	Iteration 54Q: 3 clusters Score -1654671 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1654684.375000 Penalty: 4702.527344
	Iteration 55Q: 3 clusters Score -1654684 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1654706.625000 Penalty: 4702.527344
	Iteration 56Q: 3 clusters Score -1654707 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1654729.750000 Penalty: 4702.527344
	Iteration 57Q: 3 clusters Score -1654730 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1654748.375000 Penalty: 4702.527344
	Iteration 58Q: 3 clusters Score -1654748 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1654764.000000 Penalty: 4702.527344
	Iteration 59Q: 3 clusters Score -1654764 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1654782.500000 Penalty: 4702.527344
	Iteration 60F: 3 clusters Score -1654782 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1654793.750000 Penalty: 4702.527344
	Iteration 61Q: 3 clusters Score -1654794 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1654814.250000 Penalty: 4702.527344
	Iteration 62Q: 3 clusters Score -1654814 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1654823.000000 Penalty: 4702.527344
	Iteration 63Q: 3 clusters Score -1654823 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1654836.250000 Penalty: 4702.527344
	Iteration 64Q: 3 clusters Score -1654836 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1654853.875000 Penalty: 4702.527344
	Iteration 65Q: 3 clusters Score -1654854 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1654872.000000 Penalty: 4702.527344
	Iteration 66Q: 3 clusters Score -1654872 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1654886.750000 Penalty: 4702.527344
	Iteration 67Q: 3 clusters Score -1654887 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1654909.125000 Penalty: 4702.527344
	Iteration 68Q: 3 clusters Score -1654909 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1654925.375000 Penalty: 4702.527344
	Iteration 69Q: 3 clusters Score -1654925 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1654942.375000 Penalty: 4702.527344
	Iteration 70Q: 3 clusters Score -1654942 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1654968.000000 Penalty: 4702.527344
	Iteration 71Q: 3 clusters Score -1654968 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1654987 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1655013 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1655032 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1655049 nChanged 83
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Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1655071 nChanged 76
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Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1655084 nChanged 78
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Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1655098 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1655111.250000 Penalty: 4702.527344
	Iteration 79Q: 3 clusters Score -1655111 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1655125.375000 Penalty: 4702.527344
	Iteration 80F: 3 clusters Score -1655125 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1655140.500000 Penalty: 4702.527344
	Iteration 81Q: 3 clusters Score -1655140 nChanged 58
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Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1655150.000000 Penalty: 4702.527344
	Iteration 82Q: 3 clusters Score -1655150 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1655162 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1655170.000000 Penalty: 4702.527344
	Iteration 84Q: 3 clusters Score -1655170 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1655183 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1655190.375000 Penalty: 4702.527344
	Iteration 86Q: 3 clusters Score -1655190 nChanged 47
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Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1655201.000000 Penalty: 4702.527344
	Iteration 87Q: 3 clusters Score -1655201 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1655209 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1655218 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1655234 nChanged 49
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Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1655247.750000 Penalty: 4702.527344
	Iteration 91Q: 3 clusters Score -1655248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1655262 nChanged 50
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Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1655273 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1655282 nChanged 47
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Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1655294 nChanged 45
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Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1655298 nChanged 41
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Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1655304 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1655316.000000 Penalty: 4702.527344
	Iteration 98Q: 3 clusters Score -1655316 nChanged 42
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Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1655315 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1655326.750000 Penalty: 4702.527344
	Iteration 100F: 3 clusters Score -1655327 nChanged 28
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Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1655329 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1655335 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1655339.500000 Penalty: 4702.527344
	Iteration 103Q: 3 clusters Score -1655340 nChanged 28
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Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1655348.000000 Penalty: 4702.527344
	Iteration 104Q: 3 clusters Score -1655348 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1655354 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1655361 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1655363 nChanged 22
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Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1655366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1655366 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1655371.375000 Penalty: 4702.527344
	Iteration 110Q: 3 clusters Score -1655371 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1655373 nChanged 25
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Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1655378 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1655386 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1655392.625000 Penalty: 4702.527344
	Iteration 114Q: 3 clusters Score -1655393 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1655394 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1655399.000000 Penalty: 4702.527344
	Iteration 116Q: 3 clusters Score -1655399 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3051 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1655401 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1655407 nChanged 18
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Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1655407 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1655408 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1655410.625000 Penalty: 4702.527344
	Iteration 121Q: 3 clusters Score -1655411 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1655415 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1655417 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1655423.500000 Penalty: 4702.527344
	Iteration 124Q: 3 clusters Score -1655424 nChanged 12
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Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1655421.500000 Penalty: 4702.527344
	Iteration 125Q: 3 clusters Score -1655422 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1655424 nChanged 7
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Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1655425 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1655424 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1655423 nChanged 4
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Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1655425 nChanged 4
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Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1655425 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1655424 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1655427.375000 Penalty: 4702.527344
	Iteration 133Q: 3 clusters Score -1655427 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1655428.500000 Penalty: 4702.527344
	Iteration 134Q: 3 clusters Score -1655428 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1655429.875000 Penalty: 4702.527344
	Iteration 135Q: 3 clusters Score -1655430 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1655424 nChanged 4
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Mstep: Class 1 contains 2861 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1655427 nChanged 3
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Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1655428 nChanged 4
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Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1655433.125000 Penalty: 4702.527344
	Iteration 139Q: 3 clusters Score -1655433 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1655430.750000 Penalty: 4702.527344
	Iteration 140F: 3 clusters Score -1655431 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1655433 nChanged 7
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Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1655432.000000 Penalty: 4702.527344
	Iteration 142Q: 3 clusters Score -1655432 nChanged 3
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Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1655432 nChanged 2
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Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1655432 nChanged 4
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Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1655432 nChanged 7
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Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1655434 nChanged 6
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Mstep: Class 1 contains 2813 members 
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Entering Unmasked Estep 
Score: -1655438.625000 Penalty: 4702.527344
	Iteration 147Q: 3 clusters Score -1655439 nChanged 4
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Mstep: Class 1 contains 2809 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1655439 nChanged 6
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Entering Unmasked Estep 
Score: -1655441.250000 Penalty: 4702.527344
	Iteration 149Q: 3 clusters Score -1655441 nChanged 6
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Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1655443 nChanged 6
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Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1655442 nChanged 5
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Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 10319 members 
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	Iteration 152Q: 3 clusters Score -1655444 nChanged 4
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Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1655446 nChanged 4
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Mstep: Class 1 contains 2780 members 
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	Iteration 154Q: 3 clusters Score -1655444 nChanged 5
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Mstep: Class 1 contains 2775 members 
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	Iteration 155Q: 3 clusters Score -1655445 nChanged 4
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Mstep: Class 1 contains 2771 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1655440 nChanged 5
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Mstep: Class 1 contains 2766 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1655441 nChanged 3
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Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1655441 nChanged 8
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	Iteration 159Q: 3 clusters Score -1655445 nChanged 5
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Mstep: Class 1 contains 2750 members 
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	Iteration 160F: 3 clusters Score -1655446 nChanged 4
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1655446 nChanged 2
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1655447 nChanged 5
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	Iteration 163Q: 3 clusters Score -1655450 nChanged 2
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	Iteration 164Q: 3 clusters Score -1655450 nChanged 2
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1655452 nChanged 0
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Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1655451.750000 Penalty: 4702.527344
	Iteration 166F: 3 clusters Score -1655452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -52070.859375 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -52070.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50595.640625 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -50595.64 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50794.574219 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -50794.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50864.558594 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -50864.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50915.144531 Penalty: 3058.047119
	Iteration 3Q: 3 clusters Score -50915.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50947.000000 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -50947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50964.519531 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -50964.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50973.265625 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -50973.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50984.062500 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -50984.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51008.531250 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -51008.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51018.167969 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -51018.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51025.218750 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -51025.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51040.230469 Penalty: 3058.047119
	Iteration 11Q: 3 clusters Score -51040.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51057.925781 Penalty: 3058.047119
	Iteration 12Q: 3 clusters Score -51057.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51078.160156 Penalty: 3058.047119
	Iteration 13Q: 3 clusters Score -51078.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51125.425781 Penalty: 3058.047119
	Iteration 14Q: 3 clusters Score -51125.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51179.218750 Penalty: 3058.047119
	Iteration 15Q: 3 clusters Score -51179.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51250.394531 Penalty: 3058.047119
	Iteration 16Q: 3 clusters Score -51250.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51293.984375 Penalty: 3058.047119
	Iteration 17Q: 3 clusters Score -51293.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51319.304688 Penalty: 3058.047119
	Iteration 18Q: 3 clusters Score -51319.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51353.015625 Penalty: 3058.047119
	Iteration 19Q: 3 clusters Score -51353.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51391.554688 Penalty: 3058.047119
	Iteration 20F: 3 clusters Score -51391.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51474.078125 Penalty: 3058.047119
	Iteration 21Q: 3 clusters Score -51474.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51656.011719 Penalty: 3058.047119
	Iteration 22Q: 3 clusters Score -51656.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51794.093750 Penalty: 3058.047119
	Iteration 23Q: 3 clusters Score -51794.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51873.679688 Penalty: 3058.047119
	Iteration 24Q: 3 clusters Score -51873.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51922.875000 Penalty: 3058.047119
	Iteration 25Q: 3 clusters Score -51922.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51936.101562 Penalty: 3058.047119
	Iteration 26Q: 3 clusters Score -51936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51946.292969 Penalty: 3058.047119
	Iteration 27Q: 3 clusters Score -51946.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51946.292969 Penalty: 3058.047119
	Iteration 28F: 3 clusters Score -51946.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -71270.664062 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -71270.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69663.476562 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -69663.48 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69891.695312 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -69891.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69985.531250 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -69985.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70043.703125 Penalty: 3207.978516
	Iteration 3Q: 3 clusters Score -70043.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -70084.695312 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -70084.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -70118.015625 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -70118.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70136.937500 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -70136.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70162.515625 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -70162.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -70186.570312 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -70186.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -70194.304688 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -70194.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -70196.679688 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -70196.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70200.156250 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -70200.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70209.679688 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -70209.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70225.742188 Penalty: 3207.978516
	Iteration 13Q: 3 clusters Score -70225.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70250.718750 Penalty: 3207.978516
	Iteration 14Q: 3 clusters Score -70250.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70272.289062 Penalty: 3207.978516
	Iteration 15Q: 3 clusters Score -70272.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -70297.007812 Penalty: 3207.978516
	Iteration 16Q: 3 clusters Score -70297.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70335.679688 Penalty: 3207.978516
	Iteration 17Q: 3 clusters Score -70335.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70412.859375 Penalty: 3207.978516
	Iteration 18Q: 3 clusters Score -70412.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -70545.414062 Penalty: 3207.978516
	Iteration 19Q: 3 clusters Score -70545.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -70716.968750 Penalty: 3207.978516
	Iteration 20F: 3 clusters Score -70716.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70996.351562 Penalty: 3207.978516
	Iteration 21F: 3 clusters Score -70996.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -71213.695312 Penalty: 3207.978516
	Iteration 22Q: 3 clusters Score -71213.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71321.554688 Penalty: 3207.978516
	Iteration 23Q: 3 clusters Score -71321.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71390.367188 Penalty: 3207.978516
	Iteration 24Q: 3 clusters Score -71390.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -71439.773438 Penalty: 3207.978516
	Iteration 25Q: 3 clusters Score -71439.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -71447.742188 Penalty: 3207.978516
	Iteration 26Q: 3 clusters Score -71447.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -71447.742188 Penalty: 3207.978516
	Iteration 27F: 3 clusters Score -71447.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 7369 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 6 contains 9498 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 651 members 
Mstep: Class 9 contains 15923 members 
Mstep: Class 10 contains 171812 members 
Mstep: Class 11 contains 11868 members 
Mstep: Class 12 contains 175929 members 
Mstep: Class 13 contains 65345 members 
Mstep: Class 14 contains 1241 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 7515 members 
Mstep: Class 17 contains 131282 members 
Mstep: Class 18 contains 98685 members 
Mstep: Class 19 contains 15297 members 
Mstep: Class 20 contains 89343 members 
Mstep: Class 21 contains 73063 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 726 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 12790 members 
Mstep: Class 26 contains 24842 members 
Mstep: Class 27 contains 47862 members 
Mstep: Class 28 contains 18472 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 5072 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 78309 members 
Mstep: Class 33 contains 20732 members 
Mstep: Class 34 contains 11492 members 
Mstep: Class 35 contains 8150 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 10317 members 
Mstep: Class 38 contains 9920 members 
Mstep: Class 39 contains 362 members 
Mstep: Class 40 contains 13107 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 312 members 
Mstep: Class 43 contains 332 members 
Entering Unmasked Estep 
Score: -150947904.000000 Penalty: 149390.437500
Splitting cluster 42 changes total score from -150949696.000000 to -150947904.000000
So it's not getting split.
--- Evaluating fit on full set of 3639907 points ---
Entering Unmasked Estep 
Score: -454215040.000000 Penalty: 157359.390625
23->43 Clusters: Score -454215040.000000, best is -456603008.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1213302 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 52954 members 
Mstep: Class 3 contains 52444 members 
Mstep: Class 4 contains 52540 members 
Mstep: Class 5 contains 53138 members 
Mstep: Class 6 contains 52561 members 
Mstep: Class 7 contains 53016 members 
Mstep: Class 8 contains 52787 members 
Mstep: Class 9 contains 52549 members 
Mstep: Class 10 contains 53092 members 
Mstep: Class 11 contains 52828 members 
Mstep: Class 12 contains 52544 members 
Mstep: Class 13 contains 53173 members 
Mstep: Class 14 contains 52700 members 
Mstep: Class 15 contains 52752 members 
Mstep: Class 16 contains 53256 members 
Mstep: Class 17 contains 52624 members 
Mstep: Class 18 contains 52738 members 
Mstep: Class 19 contains 52622 members 
Mstep: Class 20 contains 52447 members 
Mstep: Class 21 contains 52459 members 
Mstep: Class 22 contains 52339 members 
Mstep: Class 23 contains 52911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 374.394531 but Gain 3474.195312
Score: -141801904.000000 Penalty: 76432.320312
Iteration 0F: 23 clusters Score -1.418019e+08 nChanged 1159126
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 29190 members 
Mstep: Class 3 contains 69721 members 
Mstep: Class 4 contains 39996 members 
Mstep: Class 5 contains 74584 members 
Mstep: Class 6 contains 5487 members 
Mstep: Class 7 contains 22779 members 
Mstep: Class 8 contains 16281 members 
Mstep: Class 9 contains 55592 members 
Mstep: Class 10 contains 31375 members 
Mstep: Class 11 contains 45909 members 
Mstep: Class 12 contains 82911 members 
Mstep: Class 13 contains 27048 members 
Mstep: Class 14 contains 59902 members 
Mstep: Class 15 contains 15779 members 
Mstep: Class 16 contains 5889 members 
Mstep: Class 18 contains 222311 members 
Mstep: Class 19 contains 26878 members 
Mstep: Class 20 contains 234402 members 
Mstep: Class 21 contains 55229 members 
Mstep: Class 22 contains 27537 members 
Mstep: Class 23 contains 50379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147212192.000000 Penalty: 76432.320312
Iteration 1F: 23 clusters Score -1.472122e+08 nChanged 505771
Entering Unmasked Mstep 
Mstep: Class 0 contains 3280 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 19603 members 
Mstep: Class 3 contains 52017 members 
Mstep: Class 4 contains 30123 members 
Mstep: Class 5 contains 57071 members 
Mstep: Class 6 contains 9373 members 
Mstep: Class 7 contains 16128 members 
Mstep: Class 8 contains 10381 members 
Mstep: Class 9 contains 39481 members 
Mstep: Class 10 contains 30970 members 
Mstep: Class 11 contains 29933 members 
Mstep: Class 12 contains 64163 members 
Mstep: Class 13 contains 17338 members 
Mstep: Class 14 contains 44860 members 
Mstep: Class 15 contains 9703 members 
Mstep: Class 16 contains 15951 members 
Mstep: Class 18 contains 313058 members 
Mstep: Class 19 contains 21986 members 
Mstep: Class 20 contains 331643 members 
Mstep: Class 21 contains 37716 members 
Mstep: Class 22 contains 18732 members 
Mstep: Class 23 contains 33856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148221120.000000 Penalty: 76432.320312
Iteration 2F: 23 clusters Score -1.482211e+08 nChanged 360087
Entering Unmasked Mstep 
Mstep: Class 0 contains 3223 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 16942 members 
Mstep: Class 3 contains 38252 members 
Mstep: Class 4 contains 33935 members 
Mstep: Class 5 contains 50271 members 
Mstep: Class 6 contains 12991 members 
Mstep: Class 7 contains 24293 members 
Mstep: Class 8 contains 13859 members 
Mstep: Class 9 contains 26674 members 
Mstep: Class 10 contains 46002 members 
Mstep: Class 11 contains 26914 members 
Mstep: Class 12 contains 53178 members 
Mstep: Class 13 contains 19603 members 
Mstep: Class 14 contains 33335 members 
Mstep: Class 15 contains 11474 members 
Mstep: Class 16 contains 22281 members 
Mstep: Class 18 contains 334823 members 
Mstep: Class 19 contains 35633 members 
Mstep: Class 20 contains 330563 members 
Mstep: Class 21 contains 23421 members 
Mstep: Class 22 contains 21047 members 
Mstep: Class 23 contains 28725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148862000.000000 Penalty: 76432.320312
Iteration 3F: 23 clusters Score -1.48862e+08 nChanged 295114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3176 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 18547 members 
Mstep: Class 3 contains 38991 members 
Mstep: Class 4 contains 42837 members 
Mstep: Class 5 contains 46259 members 
Mstep: Class 6 contains 11900 members 
Mstep: Class 7 contains 34599 members 
Mstep: Class 8 contains 15154 members 
Mstep: Class 9 contains 22651 members 
Mstep: Class 10 contains 66337 members 
Mstep: Class 11 contains 27865 members 
Mstep: Class 12 contains 45719 members 
Mstep: Class 13 contains 23978 members 
Mstep: Class 14 contains 28410 members 
Mstep: Class 15 contains 14291 members 
Mstep: Class 16 contains 20720 members 
Mstep: Class 18 contains 305342 members 
Mstep: Class 19 contains 65468 members 
Mstep: Class 20 contains 301088 members 
Mstep: Class 21 contains 12467 members 
Mstep: Class 22 contains 28332 members 
Mstep: Class 23 contains 32053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149368128.000000 Penalty: 76432.320312
Iteration 4F: 23 clusters Score -1.493681e+08 nChanged 236029
Entering Unmasked Mstep 
Mstep: Class 0 contains 3160 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 19009 members 
Mstep: Class 3 contains 42958 members 
Mstep: Class 4 contains 47964 members 
Mstep: Class 5 contains 41023 members 
Mstep: Class 6 contains 10381 members 
Mstep: Class 7 contains 37903 members 
Mstep: Class 8 contains 13934 members 
Mstep: Class 9 contains 27610 members 
Mstep: Class 10 contains 80456 members 
Mstep: Class 11 contains 24824 members 
Mstep: Class 12 contains 41049 members 
Mstep: Class 13 contains 24400 members 
Mstep: Class 14 contains 30481 members 
Mstep: Class 15 contains 14520 members 
Mstep: Class 16 contains 18435 members 
Mstep: Class 18 contains 258254 members 
Mstep: Class 19 contains 99033 members 
Mstep: Class 20 contains 285643 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 34299 members 
Mstep: Class 23 contains 41812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149662688.000000 Penalty: 76432.320312
Iteration 5F: 23 clusters Score -1.496627e+08 nChanged 180874
Entering Unmasked Mstep 
Mstep: Class 0 contains 3147 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 19023 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 48961 members 
Mstep: Class 5 contains 36286 members 
Mstep: Class 6 contains 10973 members 
Mstep: Class 7 contains 36208 members 
Mstep: Class 8 contains 13179 members 
Mstep: Class 9 contains 37243 members 
Mstep: Class 10 contains 88304 members 
Mstep: Class 11 contains 21492 members 
Mstep: Class 12 contains 36565 members 
Mstep: Class 13 contains 23106 members 
Mstep: Class 14 contains 38263 members 
Mstep: Class 15 contains 14102 members 
Mstep: Class 16 contains 17088 members 
Mstep: Class 18 contains 223605 members 
Mstep: Class 19 contains 126902 members 
Mstep: Class 20 contains 266285 members 
Mstep: Class 21 contains 6440 members 
Mstep: Class 22 contains 39201 members 
Mstep: Class 23 contains 50865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149870400.000000 Penalty: 76432.320312
Iteration 6F: 23 clusters Score -1.498704e+08 nChanged 140309
Entering Unmasked Mstep 
Mstep: Class 0 contains 3141 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 18809 members 
Mstep: Class 3 contains 52300 members 
Mstep: Class 4 contains 47188 members 
Mstep: Class 5 contains 31984 members 
Mstep: Class 6 contains 12936 members 
Mstep: Class 7 contains 33108 members 
Mstep: Class 8 contains 12848 members 
Mstep: Class 9 contains 48808 members 
Mstep: Class 10 contains 92569 members 
Mstep: Class 11 contains 20506 members 
Mstep: Class 12 contains 30872 members 
Mstep: Class 13 contains 22069 members 
Mstep: Class 14 contains 49227 members 
Mstep: Class 15 contains 14089 members 
Mstep: Class 16 contains 16160 members 
Mstep: Class 18 contains 198564 members 
Mstep: Class 19 contains 145044 members 
Mstep: Class 20 contains 248701 members 
Mstep: Class 21 contains 5801 members 
Mstep: Class 22 contains 43215 members 
Mstep: Class 23 contains 57081 members 
Entering Unmasked Estep 
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Iteration 7F: 23 clusters Score -1.500187e+08 nChanged 113693
Entering Unmasked Mstep 
Mstep: Class 0 contains 3135 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 18250 members 
Mstep: Class 3 contains 56705 members 
Mstep: Class 4 contains 44216 members 
Mstep: Class 5 contains 28306 members 
Mstep: Class 6 contains 15353 members 
Mstep: Class 7 contains 29713 members 
Mstep: Class 8 contains 12584 members 
Mstep: Class 9 contains 58457 members 
Mstep: Class 10 contains 94880 members 
Mstep: Class 11 contains 20835 members 
Mstep: Class 12 contains 24926 members 
Mstep: Class 13 contains 21450 members 
Mstep: Class 14 contains 60774 members 
Mstep: Class 15 contains 14472 members 
Mstep: Class 16 contains 15600 members 
Mstep: Class 18 contains 179183 members 
Mstep: Class 19 contains 157288 members 
Mstep: Class 20 contains 238054 members 
Mstep: Class 21 contains 5460 members 
Mstep: Class 22 contains 45779 members 
Mstep: Class 23 contains 60183 members 
Entering Unmasked Estep 
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Iteration 8F: 23 clusters Score -1.501227e+08 nChanged 91555
Entering Unmasked Mstep 
Mstep: Class 0 contains 3132 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 17465 members 
Mstep: Class 3 contains 60386 members 
Mstep: Class 4 contains 41243 members 
Mstep: Class 5 contains 25600 members 
Mstep: Class 6 contains 17807 members 
Mstep: Class 7 contains 26724 members 
Mstep: Class 8 contains 12363 members 
Mstep: Class 9 contains 64997 members 
Mstep: Class 10 contains 96587 members 
Mstep: Class 11 contains 21493 members 
Mstep: Class 12 contains 20053 members 
Mstep: Class 13 contains 21117 members 
Mstep: Class 14 contains 71807 members 
Mstep: Class 15 contains 15377 members 
Mstep: Class 16 contains 15298 members 
Mstep: Class 18 contains 162258 members 
Mstep: Class 19 contains 166767 members 
Mstep: Class 20 contains 232899 members 
Mstep: Class 21 contains 5220 members 
Mstep: Class 22 contains 47098 members 
Mstep: Class 23 contains 60409 members 
Entering Unmasked Estep 
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Iteration 9F: 23 clusters Score -1.501961e+08 nChanged 75035
Entering Unmasked Mstep 
Mstep: Class 0 contains 3133 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 16518 members 
Mstep: Class 3 contains 63092 members 
Mstep: Class 4 contains 38586 members 
Mstep: Class 5 contains 23750 members 
Mstep: Class 6 contains 19924 members 
Mstep: Class 7 contains 24753 members 
Mstep: Class 8 contains 12246 members 
Mstep: Class 9 contains 69022 members 
Mstep: Class 10 contains 98152 members 
Mstep: Class 11 contains 22308 members 
Mstep: Class 12 contains 16386 members 
Mstep: Class 13 contains 20857 members 
Mstep: Class 14 contains 81867 members 
Mstep: Class 15 contains 17221 members 
Mstep: Class 16 contains 15130 members 
Mstep: Class 18 contains 146992 members 
Mstep: Class 19 contains 174868 members 
Mstep: Class 20 contains 230632 members 
Mstep: Class 21 contains 4960 members 
Mstep: Class 22 contains 47346 members 
Mstep: Class 23 contains 58752 members 
Entering Unmasked Estep 
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Iteration 10F: 23 clusters Score -1.502527e+08 nChanged 64318
Entering Unmasked Mstep 
Mstep: Class 0 contains 3133 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 15468 members 
Mstep: Class 3 contains 65142 members 
Mstep: Class 4 contains 36195 members 
Mstep: Class 5 contains 22479 members 
Mstep: Class 6 contains 21708 members 
Mstep: Class 7 contains 24103 members 
Mstep: Class 8 contains 12263 members 
Mstep: Class 9 contains 71749 members 
Mstep: Class 10 contains 99747 members 
Mstep: Class 11 contains 23348 members 
Mstep: Class 12 contains 13822 members 
Mstep: Class 13 contains 20681 members 
Mstep: Class 14 contains 90624 members 
Mstep: Class 15 contains 19247 members 
Mstep: Class 16 contains 15079 members 
Mstep: Class 18 contains 132639 members 
Mstep: Class 19 contains 182542 members 
Mstep: Class 20 contains 229228 members 
Mstep: Class 21 contains 4742 members 
Mstep: Class 22 contains 47058 members 
Mstep: Class 23 contains 55801 members 
Entering Unmasked Estep 
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Iteration 11F: 23 clusters Score -1.503033e+08 nChanged 55438
Entering Unmasked Mstep 
Mstep: Class 0 contains 3132 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 14536 members 
Mstep: Class 3 contains 66682 members 
Mstep: Class 4 contains 34416 members 
Mstep: Class 5 contains 21482 members 
Mstep: Class 6 contains 23398 members 
Mstep: Class 7 contains 24130 members 
Mstep: Class 8 contains 12353 members 
Mstep: Class 9 contains 73809 members 
Mstep: Class 10 contains 101424 members 
Mstep: Class 11 contains 24297 members 
Mstep: Class 12 contains 12026 members 
Mstep: Class 13 contains 20566 members 
Mstep: Class 14 contains 98157 members 
Mstep: Class 15 contains 20801 members 
Mstep: Class 16 contains 15053 members 
Mstep: Class 18 contains 119522 members 
Mstep: Class 19 contains 189259 members 
Mstep: Class 20 contains 229065 members 
Mstep: Class 21 contains 4561 members 
Mstep: Class 22 contains 46309 members 
Mstep: Class 23 contains 52021 members 
Entering Unmasked Estep 
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Iteration 12Q: 23 clusters Score -1.503496e+08 nChanged 47527
Entering Unmasked Mstep 
Mstep: Class 0 contains 3132 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 13686 members 
Mstep: Class 3 contains 67934 members 
Mstep: Class 4 contains 33854 members 
Mstep: Class 5 contains 20629 members 
Mstep: Class 6 contains 25039 members 
Mstep: Class 7 contains 24279 members 
Mstep: Class 8 contains 12562 members 
Mstep: Class 9 contains 75592 members 
Mstep: Class 10 contains 102896 members 
Mstep: Class 11 contains 24404 members 
Mstep: Class 12 contains 10950 members 
Mstep: Class 13 contains 20408 members 
Mstep: Class 14 contains 104580 members 
Mstep: Class 15 contains 21583 members 
Mstep: Class 16 contains 15013 members 
Mstep: Class 18 contains 108873 members 
Mstep: Class 19 contains 195320 members 
Mstep: Class 20 contains 228588 members 
Mstep: Class 21 contains 4416 members 
Mstep: Class 22 contains 45413 members 
Mstep: Class 23 contains 47936 members 
Entering Unmasked Estep 
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Iteration 13Q: 23 clusters Score -1.503953e+08 nChanged 39317
Entering Unmasked Mstep 
Mstep: Class 0 contains 3132 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 12872 members 
Mstep: Class 3 contains 68861 members 
Mstep: Class 4 contains 33905 members 
Mstep: Class 5 contains 20034 members 
Mstep: Class 6 contains 26511 members 
Mstep: Class 7 contains 24149 members 
Mstep: Class 8 contains 12924 members 
Mstep: Class 9 contains 77174 members 
Mstep: Class 10 contains 103828 members 
Mstep: Class 11 contains 23948 members 
Mstep: Class 12 contains 10419 members 
Mstep: Class 13 contains 20214 members 
Mstep: Class 14 contains 110038 members 
Mstep: Class 15 contains 21711 members 
Mstep: Class 16 contains 14911 members 
Mstep: Class 18 contains 102938 members 
Mstep: Class 19 contains 201111 members 
Mstep: Class 20 contains 225780 members 
Mstep: Class 21 contains 4300 members 
Mstep: Class 22 contains 44713 members 
Mstep: Class 23 contains 43636 members 
Entering Unmasked Estep 
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Iteration 14Q: 23 clusters Score -1.504258e+08 nChanged 31881
Entering Unmasked Mstep 
Mstep: Class 0 contains 3132 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 12464 members 
Mstep: Class 3 contains 69544 members 
Mstep: Class 4 contains 34065 members 
Mstep: Class 5 contains 19524 members 
Mstep: Class 6 contains 27922 members 
Mstep: Class 7 contains 23770 members 
Mstep: Class 8 contains 13292 members 
Mstep: Class 9 contains 78533 members 
Mstep: Class 10 contains 104235 members 
Mstep: Class 11 contains 23475 members 
Mstep: Class 12 contains 10301 members 
Mstep: Class 13 contains 20121 members 
Mstep: Class 14 contains 114772 members 
Mstep: Class 15 contains 22024 members 
Mstep: Class 16 contains 14804 members 
Mstep: Class 18 contains 100633 members 
Mstep: Class 19 contains 204626 members 
Mstep: Class 20 contains 222035 members 
Mstep: Class 21 contains 4231 members 
Mstep: Class 22 contains 44338 members 
Mstep: Class 23 contains 39297 members 
Entering Unmasked Estep 
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Iteration 15Q: 23 clusters Score -1.504424e+08 nChanged 26568
Entering Unmasked Mstep 
Mstep: Class 0 contains 3132 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 12320 members 
Mstep: Class 3 contains 70188 members 
Mstep: Class 4 contains 34288 members 
Mstep: Class 5 contains 19086 members 
Mstep: Class 6 contains 29346 members 
Mstep: Class 7 contains 23331 members 
Mstep: Class 8 contains 13621 members 
Mstep: Class 9 contains 79801 members 
Mstep: Class 10 contains 104377 members 
Mstep: Class 11 contains 23099 members 
Mstep: Class 12 contains 10291 members 
Mstep: Class 13 contains 19935 members 
Mstep: Class 14 contains 118799 members 
Mstep: Class 15 contains 22722 members 
Mstep: Class 16 contains 14671 members 
Mstep: Class 18 contains 99593 members 
Mstep: Class 19 contains 206498 members 
Mstep: Class 20 contains 218297 members 
Mstep: Class 21 contains 4125 members 
Mstep: Class 22 contains 44456 members 
Mstep: Class 23 contains 35145 members 
Entering Unmasked Estep 
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Iteration 16Q: 23 clusters Score -1.50453e+08 nChanged 23264
Entering Unmasked Mstep 
Mstep: Class 0 contains 3132 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 12308 members 
Mstep: Class 3 contains 70871 members 
Mstep: Class 4 contains 34576 members 
Mstep: Class 5 contains 18696 members 
Mstep: Class 6 contains 30646 members 
Mstep: Class 7 contains 22954 members 
Mstep: Class 8 contains 13842 members 
Mstep: Class 9 contains 80934 members 
Mstep: Class 10 contains 104491 members 
Mstep: Class 11 contains 22831 members 
Mstep: Class 12 contains 10345 members 
Mstep: Class 13 contains 19758 members 
Mstep: Class 14 contains 122000 members 
Mstep: Class 15 contains 23426 members 
Mstep: Class 16 contains 14539 members 
Mstep: Class 18 contains 98970 members 
Mstep: Class 19 contains 207549 members 
Mstep: Class 20 contains 214583 members 
Mstep: Class 21 contains 4060 members 
Mstep: Class 22 contains 45216 members 
Mstep: Class 23 contains 31311 members 
Entering Unmasked Estep 
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Iteration 17Q: 23 clusters Score -1.504629e+08 nChanged 21269
Entering Unmasked Mstep 
Mstep: Class 0 contains 3132 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 12451 members 
Mstep: Class 3 contains 71396 members 
Mstep: Class 4 contains 34837 members 
Mstep: Class 5 contains 18301 members 
Mstep: Class 6 contains 31859 members 
Mstep: Class 7 contains 22629 members 
Mstep: Class 8 contains 14019 members 
Mstep: Class 9 contains 81829 members 
Mstep: Class 10 contains 104515 members 
Mstep: Class 11 contains 22622 members 
Mstep: Class 12 contains 10438 members 
Mstep: Class 13 contains 19610 members 
Mstep: Class 14 contains 124547 members 
Mstep: Class 15 contains 24011 members 
Mstep: Class 16 contains 14422 members 
Mstep: Class 18 contains 98541 members 
Mstep: Class 19 contains 208132 members 
Mstep: Class 20 contains 210902 members 
Mstep: Class 21 contains 4015 members 
Mstep: Class 22 contains 46695 members 
Mstep: Class 23 contains 27969 members 
Entering Unmasked Estep 
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Iteration 18Q: 23 clusters Score -1.504725e+08 nChanged 19587
Entering Unmasked Mstep 
Mstep: Class 0 contains 3132 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 12664 members 
Mstep: Class 3 contains 71967 members 
Mstep: Class 4 contains 35023 members 
Mstep: Class 5 contains 17949 members 
Mstep: Class 6 contains 32921 members 
Mstep: Class 7 contains 22352 members 
Mstep: Class 8 contains 14184 members 
Mstep: Class 9 contains 82576 members 
Mstep: Class 10 contains 104373 members 
Mstep: Class 11 contains 22466 members 
Mstep: Class 12 contains 10541 members 
Mstep: Class 13 contains 19488 members 
Mstep: Class 14 contains 126510 members 
Mstep: Class 15 contains 24476 members 
Mstep: Class 16 contains 14302 members 
Mstep: Class 18 contains 98213 members 
Mstep: Class 19 contains 208453 members 
Mstep: Class 20 contains 207437 members 
Mstep: Class 21 contains 4020 members 
Mstep: Class 22 contains 48707 members 
Mstep: Class 23 contains 24976 members 
Entering Unmasked Estep 
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Iteration 19Q: 23 clusters Score -1.504819e+08 nChanged 18171
Entering Unmasked Mstep 
Mstep: Class 0 contains 3136 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 12871 members 
Mstep: Class 3 contains 72353 members 
Mstep: Class 4 contains 35161 members 
Mstep: Class 5 contains 17676 members 
Mstep: Class 6 contains 33787 members 
Mstep: Class 7 contains 22086 members 
Mstep: Class 8 contains 14307 members 
Mstep: Class 9 contains 83247 members 
Mstep: Class 10 contains 104135 members 
Mstep: Class 11 contains 22335 members 
Mstep: Class 12 contains 10635 members 
Mstep: Class 13 contains 19364 members 
Mstep: Class 14 contains 127929 members 
Mstep: Class 15 contains 24850 members 
Mstep: Class 16 contains 14229 members 
Mstep: Class 18 contains 97960 members 
Mstep: Class 19 contains 208601 members 
Mstep: Class 20 contains 204352 members 
Mstep: Class 21 contains 4016 members 
Mstep: Class 22 contains 51120 members 
Mstep: Class 23 contains 22438 members 
Entering Unmasked Estep 
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Iteration 20F: 23 clusters Score -1.504914e+08 nChanged 17203
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 12992 members 
Mstep: Class 3 contains 72720 members 
Mstep: Class 4 contains 35172 members 
Mstep: Class 5 contains 17450 members 
Mstep: Class 6 contains 34430 members 
Mstep: Class 7 contains 21859 members 
Mstep: Class 8 contains 14449 members 
Mstep: Class 9 contains 83774 members 
Mstep: Class 10 contains 103822 members 
Mstep: Class 11 contains 22204 members 
Mstep: Class 12 contains 10998 members 
Mstep: Class 13 contains 19250 members 
Mstep: Class 14 contains 129105 members 
Mstep: Class 15 contains 25156 members 
Mstep: Class 16 contains 14080 members 
Mstep: Class 18 contains 97759 members 
Mstep: Class 19 contains 208463 members 
Mstep: Class 20 contains 201401 members 
Mstep: Class 21 contains 4012 members 
Mstep: Class 22 contains 53916 members 
Mstep: Class 23 contains 20308 members 
Entering Unmasked Estep 
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Iteration 21Q: 23 clusters Score -1.505004e+08 nChanged 16169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 13040 members 
Mstep: Class 3 contains 73001 members 
Mstep: Class 4 contains 35098 members 
Mstep: Class 5 contains 17204 members 
Mstep: Class 6 contains 35011 members 
Mstep: Class 7 contains 21695 members 
Mstep: Class 8 contains 14592 members 
Mstep: Class 9 contains 84181 members 
Mstep: Class 10 contains 103480 members 
Mstep: Class 11 contains 22092 members 
Mstep: Class 12 contains 11205 members 
Mstep: Class 13 contains 19142 members 
Mstep: Class 14 contains 130156 members 
Mstep: Class 15 contains 25389 members 
Mstep: Class 16 contains 13973 members 
Mstep: Class 18 contains 97614 members 
Mstep: Class 19 contains 208216 members 
Mstep: Class 20 contains 198732 members 
Mstep: Class 21 contains 3996 members 
Mstep: Class 22 contains 56791 members 
Mstep: Class 23 contains 18582 members 
Entering Unmasked Estep 
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Iteration 22Q: 23 clusters Score -1.505071e+08 nChanged 14519
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 13100 members 
Mstep: Class 3 contains 73277 members 
Mstep: Class 4 contains 34984 members 
Mstep: Class 5 contains 17017 members 
Mstep: Class 6 contains 35518 members 
Mstep: Class 7 contains 21501 members 
Mstep: Class 8 contains 14733 members 
Mstep: Class 9 contains 84479 members 
Mstep: Class 10 contains 102984 members 
Mstep: Class 11 contains 21978 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 19042 members 
Mstep: Class 14 contains 131006 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 13906 members 
Mstep: Class 18 contains 97496 members 
Mstep: Class 19 contains 207847 members 
Mstep: Class 20 contains 196242 members 
Mstep: Class 21 contains 3984 members 
Mstep: Class 22 contains 59783 members 
Mstep: Class 23 contains 17184 members 
Entering Unmasked Estep 
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Iteration 23Q: 23 clusters Score -1.505129e+08 nChanged 12929
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 13206 members 
Mstep: Class 3 contains 73518 members 
Mstep: Class 4 contains 34816 members 
Mstep: Class 5 contains 16858 members 
Mstep: Class 6 contains 35931 members 
Mstep: Class 7 contains 21304 members 
Mstep: Class 8 contains 14860 members 
Mstep: Class 9 contains 84615 members 
Mstep: Class 10 contains 102427 members 
Mstep: Class 11 contains 21885 members 
Mstep: Class 12 contains 11551 members 
Mstep: Class 13 contains 18980 members 
Mstep: Class 14 contains 131827 members 
Mstep: Class 15 contains 25686 members 
Mstep: Class 16 contains 13828 members 
Mstep: Class 18 contains 97390 members 
Mstep: Class 19 contains 207457 members 
Mstep: Class 20 contains 193904 members 
Mstep: Class 21 contains 3967 members 
Mstep: Class 22 contains 62674 members 
Mstep: Class 23 contains 16127 members 
Entering Unmasked Estep 
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Iteration 24Q: 23 clusters Score -1.505171e+08 nChanged 11525
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 13349 members 
Mstep: Class 3 contains 73718 members 
Mstep: Class 4 contains 34611 members 
Mstep: Class 5 contains 16727 members 
Mstep: Class 6 contains 36291 members 
Mstep: Class 7 contains 21110 members 
Mstep: Class 8 contains 15002 members 
Mstep: Class 9 contains 84614 members 
Mstep: Class 10 contains 101798 members 
Mstep: Class 11 contains 21791 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 18933 members 
Mstep: Class 14 contains 132612 members 
Mstep: Class 15 contains 25766 members 
Mstep: Class 16 contains 13765 members 
Mstep: Class 18 contains 97311 members 
Mstep: Class 19 contains 207067 members 
Mstep: Class 20 contains 191752 members 
Mstep: Class 21 contains 3955 members 
Mstep: Class 22 contains 65427 members 
Mstep: Class 23 contains 15272 members 
Entering Unmasked Estep 
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Iteration 25Q: 23 clusters Score -1.505204e+08 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 13533 members 
Mstep: Class 3 contains 73790 members 
Mstep: Class 4 contains 34431 members 
Mstep: Class 5 contains 16596 members 
Mstep: Class 6 contains 36577 members 
Mstep: Class 7 contains 20917 members 
Mstep: Class 8 contains 15150 members 
Mstep: Class 9 contains 84510 members 
Mstep: Class 10 contains 101113 members 
Mstep: Class 11 contains 21688 members 
Mstep: Class 12 contains 11859 members 
Mstep: Class 13 contains 18915 members 
Mstep: Class 14 contains 133346 members 
Mstep: Class 15 contains 25831 members 
Mstep: Class 16 contains 13734 members 
Mstep: Class 18 contains 97250 members 
Mstep: Class 19 contains 206811 members 
Mstep: Class 20 contains 189920 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 67897 members 
Mstep: Class 23 contains 14574 members 
Entering Unmasked Estep 
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Iteration 26Q: 23 clusters Score -1.50523e+08 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 13726 members 
Mstep: Class 3 contains 73874 members 
Mstep: Class 4 contains 34277 members 
Mstep: Class 5 contains 16479 members 
Mstep: Class 6 contains 36874 members 
Mstep: Class 7 contains 20730 members 
Mstep: Class 8 contains 15283 members 
Mstep: Class 9 contains 84368 members 
Mstep: Class 10 contains 100413 members 
Mstep: Class 11 contains 21589 members 
Mstep: Class 12 contains 11972 members 
Mstep: Class 13 contains 18896 members 
Mstep: Class 14 contains 134021 members 
Mstep: Class 15 contains 25882 members 
Mstep: Class 16 contains 13721 members 
Mstep: Class 18 contains 97194 members 
Mstep: Class 19 contains 206535 members 
Mstep: Class 20 contains 188338 members 
Mstep: Class 21 contains 3933 members 
Mstep: Class 22 contains 70076 members 
Mstep: Class 23 contains 14018 members 
Entering Unmasked Estep 
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Iteration 27Q: 23 clusters Score -1.505253e+08 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 13980 members 
Mstep: Class 3 contains 73920 members 
Mstep: Class 4 contains 34145 members 
Mstep: Class 5 contains 16375 members 
Mstep: Class 6 contains 37172 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 8 contains 15407 members 
Mstep: Class 9 contains 84023 members 
Mstep: Class 10 contains 99778 members 
Mstep: Class 11 contains 21488 members 
Mstep: Class 12 contains 12080 members 
Mstep: Class 13 contains 18900 members 
Mstep: Class 14 contains 134728 members 
Mstep: Class 15 contains 25923 members 
Mstep: Class 16 contains 13697 members 
Mstep: Class 18 contains 97157 members 
Mstep: Class 19 contains 206402 members 
Mstep: Class 20 contains 186839 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 71916 members 
Mstep: Class 23 contains 13545 members 
Entering Unmasked Estep 
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Iteration 28Q: 23 clusters Score -1.505283e+08 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 14232 members 
Mstep: Class 3 contains 73937 members 
Mstep: Class 4 contains 34061 members 
Mstep: Class 5 contains 16276 members 
Mstep: Class 6 contains 37461 members 
Mstep: Class 7 contains 20415 members 
Mstep: Class 8 contains 15521 members 
Mstep: Class 9 contains 83510 members 
Mstep: Class 10 contains 99189 members 
Mstep: Class 11 contains 21392 members 
Mstep: Class 12 contains 12172 members 
Mstep: Class 13 contains 18889 members 
Mstep: Class 14 contains 135351 members 
Mstep: Class 15 contains 25951 members 
Mstep: Class 16 contains 13682 members 
Mstep: Class 18 contains 97132 members 
Mstep: Class 19 contains 206448 members 
Mstep: Class 20 contains 185490 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 73496 members 
Mstep: Class 23 contains 13141 members 
Entering Unmasked Estep 
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Iteration 29Q: 23 clusters Score -1.505303e+08 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 14500 members 
Mstep: Class 3 contains 73912 members 
Mstep: Class 4 contains 33984 members 
Mstep: Class 5 contains 16191 members 
Mstep: Class 6 contains 37790 members 
Mstep: Class 7 contains 20318 members 
Mstep: Class 8 contains 15667 members 
Mstep: Class 9 contains 82849 members 
Mstep: Class 10 contains 98592 members 
Mstep: Class 11 contains 21289 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 13 contains 18878 members 
Mstep: Class 14 contains 135892 members 
Mstep: Class 15 contains 25970 members 
Mstep: Class 16 contains 13675 members 
Mstep: Class 18 contains 97107 members 
Mstep: Class 19 contains 206553 members 
Mstep: Class 20 contains 184301 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 74900 members 
Mstep: Class 23 contains 12831 members 
Entering Unmasked Estep 
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Iteration 30Q: 23 clusters Score -1.505337e+08 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 14758 members 
Mstep: Class 3 contains 73960 members 
Mstep: Class 4 contains 33927 members 
Mstep: Class 5 contains 16121 members 
Mstep: Class 6 contains 38146 members 
Mstep: Class 7 contains 20228 members 
Mstep: Class 8 contains 15811 members 
Mstep: Class 9 contains 81999 members 
Mstep: Class 10 contains 97974 members 
Mstep: Class 11 contains 21188 members 
Mstep: Class 12 contains 12364 members 
Mstep: Class 13 contains 18870 members 
Mstep: Class 14 contains 136346 members 
Mstep: Class 15 contains 25984 members 
Mstep: Class 16 contains 13676 members 
Mstep: Class 18 contains 97088 members 
Mstep: Class 19 contains 206768 members 
Mstep: Class 20 contains 183394 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 76101 members 
Mstep: Class 23 contains 12544 members 
Entering Unmasked Estep 
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Iteration 31Q: 23 clusters Score -1.505356e+08 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 14973 members 
Mstep: Class 3 contains 73983 members 
Mstep: Class 4 contains 33893 members 
Mstep: Class 5 contains 16057 members 
Mstep: Class 6 contains 38525 members 
Mstep: Class 7 contains 20105 members 
Mstep: Class 8 contains 15977 members 
Mstep: Class 9 contains 81192 members 
Mstep: Class 10 contains 97406 members 
Mstep: Class 11 contains 21077 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 18867 members 
Mstep: Class 14 contains 136776 members 
Mstep: Class 15 contains 26002 members 
Mstep: Class 16 contains 13668 members 
Mstep: Class 18 contains 97063 members 
Mstep: Class 19 contains 206785 members 
Mstep: Class 20 contains 182755 members 
Mstep: Class 21 contains 3912 members 
Mstep: Class 22 contains 77088 members 
Mstep: Class 23 contains 12349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150536736.000000 Penalty: 76432.320312
Iteration 32Q: 23 clusters Score -1.505367e+08 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 15168 members 
Mstep: Class 3 contains 74030 members 
Mstep: Class 4 contains 33893 members 
Mstep: Class 5 contains 16024 members 
Mstep: Class 6 contains 38913 members 
Mstep: Class 7 contains 20018 members 
Mstep: Class 8 contains 16155 members 
Mstep: Class 9 contains 80575 members 
Mstep: Class 10 contains 96853 members 
Mstep: Class 11 contains 20958 members 
Mstep: Class 12 contains 12528 members 
Mstep: Class 13 contains 18871 members 
Mstep: Class 14 contains 137124 members 
Mstep: Class 15 contains 26018 members 
Mstep: Class 16 contains 13637 members 
Mstep: Class 18 contains 97043 members 
Mstep: Class 19 contains 206578 members 
Mstep: Class 20 contains 182247 members 
Mstep: Class 21 contains 3904 members 
Mstep: Class 22 contains 77898 members 
Mstep: Class 23 contains 12222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150538000.000000 Penalty: 76432.320312
Iteration 33Q: 23 clusters Score -1.50538e+08 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 15344 members 
Mstep: Class 3 contains 74056 members 
Mstep: Class 4 contains 33909 members 
Mstep: Class 5 contains 15995 members 
Mstep: Class 6 contains 39296 members 
Mstep: Class 7 contains 19935 members 
Mstep: Class 8 contains 16351 members 
Mstep: Class 9 contains 80150 members 
Mstep: Class 10 contains 96329 members 
Mstep: Class 11 contains 20830 members 
Mstep: Class 12 contains 12591 members 
Mstep: Class 13 contains 18888 members 
Mstep: Class 14 contains 137512 members 
Mstep: Class 15 contains 26031 members 
Mstep: Class 16 contains 13615 members 
Mstep: Class 18 contains 97030 members 
Mstep: Class 19 contains 206221 members 
Mstep: Class 20 contains 181814 members 
Mstep: Class 21 contains 3899 members 
Mstep: Class 22 contains 78527 members 
Mstep: Class 23 contains 12117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150538720.000000 Penalty: 76432.320312
Iteration 34Q: 23 clusters Score -1.505387e+08 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 15507 members 
Mstep: Class 3 contains 74054 members 
Mstep: Class 4 contains 33929 members 
Mstep: Class 5 contains 15973 members 
Mstep: Class 6 contains 39611 members 
Mstep: Class 7 contains 19862 members 
Mstep: Class 8 contains 16550 members 
Mstep: Class 9 contains 79824 members 
Mstep: Class 10 contains 95857 members 
Mstep: Class 11 contains 20679 members 
Mstep: Class 12 contains 12616 members 
Mstep: Class 13 contains 18901 members 
Mstep: Class 14 contains 137915 members 
Mstep: Class 15 contains 26045 members 
Mstep: Class 16 contains 13610 members 
Mstep: Class 18 contains 97018 members 
Mstep: Class 19 contains 205933 members 
Mstep: Class 20 contains 181418 members 
Mstep: Class 21 contains 3893 members 
Mstep: Class 22 contains 79013 members 
Mstep: Class 23 contains 12022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150539408.000000 Penalty: 76432.320312
Iteration 35Q: 23 clusters Score -1.505394e+08 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 15624 members 
Mstep: Class 3 contains 74039 members 
Mstep: Class 4 contains 33950 members 
Mstep: Class 5 contains 15970 members 
Mstep: Class 6 contains 39887 members 
Mstep: Class 7 contains 19781 members 
Mstep: Class 8 contains 16773 members 
Mstep: Class 9 contains 79553 members 
Mstep: Class 10 contains 95423 members 
Mstep: Class 11 contains 20498 members 
Mstep: Class 12 contains 12645 members 
Mstep: Class 13 contains 18902 members 
Mstep: Class 14 contains 138280 members 
Mstep: Class 15 contains 26062 members 
Mstep: Class 16 contains 13597 members 
Mstep: Class 18 contains 97007 members 
Mstep: Class 19 contains 205698 members 
Mstep: Class 20 contains 181107 members 
Mstep: Class 21 contains 3889 members 
Mstep: Class 22 contains 79411 members 
Mstep: Class 23 contains 11964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150539888.000000 Penalty: 76432.320312
Iteration 36Q: 23 clusters Score -1.505399e+08 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 15752 members 
Mstep: Class 3 contains 74080 members 
Mstep: Class 4 contains 33973 members 
Mstep: Class 5 contains 15951 members 
Mstep: Class 6 contains 40113 members 
Mstep: Class 7 contains 19725 members 
Mstep: Class 8 contains 17036 members 
Mstep: Class 9 contains 79332 members 
Mstep: Class 10 contains 94990 members 
Mstep: Class 11 contains 20310 members 
Mstep: Class 12 contains 12685 members 
Mstep: Class 13 contains 18906 members 
Mstep: Class 14 contains 138580 members 
Mstep: Class 15 contains 26078 members 
Mstep: Class 16 contains 13580 members 
Mstep: Class 18 contains 97000 members 
Mstep: Class 19 contains 205479 members 
Mstep: Class 20 contains 180856 members 
Mstep: Class 21 contains 3889 members 
Mstep: Class 22 contains 79696 members 
Mstep: Class 23 contains 11903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150540896.000000 Penalty: 76432.320312
Iteration 37Q: 23 clusters Score -1.505409e+08 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 15862 members 
Mstep: Class 3 contains 74055 members 
Mstep: Class 4 contains 33994 members 
Mstep: Class 5 contains 15935 members 
Mstep: Class 6 contains 40306 members 
Mstep: Class 7 contains 19668 members 
Mstep: Class 8 contains 17313 members 
Mstep: Class 9 contains 79183 members 
Mstep: Class 10 contains 94571 members 
Mstep: Class 11 contains 20097 members 
Mstep: Class 12 contains 12714 members 
Mstep: Class 13 contains 18908 members 
Mstep: Class 14 contains 138876 members 
Mstep: Class 15 contains 26097 members 
Mstep: Class 16 contains 13585 members 
Mstep: Class 18 contains 96988 members 
Mstep: Class 19 contains 205283 members 
Mstep: Class 20 contains 180625 members 
Mstep: Class 21 contains 3890 members 
Mstep: Class 22 contains 79955 members 
Mstep: Class 23 contains 11865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150541424.000000 Penalty: 76432.320312
Iteration 38Q: 23 clusters Score -1.505414e+08 nChanged 2543
Entering ConstructFrom: 
Score: -150541424.000000 Penalty: 76432.320312
Entering ConstructFrom: 
Trying to split cluster 1 (10537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Entering Unmasked Estep 
Score: -1313777.625000 Penalty: 2297.136963
	Iteration 0F: 2 clusters Score -1313778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1305749.250000 Penalty: 4594.273926
	Iteration 0F: 3 clusters Score -1305749 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1308161.875000 Penalty: 4594.273926
	Iteration 1F: 3 clusters Score -1308162 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1308528.875000 Penalty: 4594.273926
	Iteration 2F: 3 clusters Score -1308529 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1308837.125000 Penalty: 4594.273926
	Iteration 3F: 3 clusters Score -1308837 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1309118.750000 Penalty: 4594.273926
	Iteration 4Q: 3 clusters Score -1309119 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1309424.125000 Penalty: 4594.273926
	Iteration 5Q: 3 clusters Score -1309424 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1309716.250000 Penalty: 4594.273926
	Iteration 6Q: 3 clusters Score -1309716 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1310012.250000 Penalty: 4594.273926
	Iteration 7Q: 3 clusters Score -1310012 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1310330.750000 Penalty: 4594.273926
	Iteration 8Q: 3 clusters Score -1310331 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1310638.625000 Penalty: 4594.273926
	Iteration 9Q: 3 clusters Score -1310639 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1310875.500000 Penalty: 4594.273926
	Iteration 10Q: 3 clusters Score -1310876 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1311076.375000 Penalty: 4594.273926
	Iteration 11Q: 3 clusters Score -1311076 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1311252.125000 Penalty: 4594.273926
	Iteration 12Q: 3 clusters Score -1311252 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1311376.625000 Penalty: 4594.273926
	Iteration 13Q: 3 clusters Score -1311377 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1311461.000000 Penalty: 4594.273926
	Iteration 14Q: 3 clusters Score -1311461 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1311532.625000 Penalty: 4594.273926
	Iteration 15Q: 3 clusters Score -1311533 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1311593.250000 Penalty: 4594.273926
	Iteration 16Q: 3 clusters Score -1311593 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1311635.125000 Penalty: 4594.273926
	Iteration 17Q: 3 clusters Score -1311635 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1311674.500000 Penalty: 4594.273926
	Iteration 18Q: 3 clusters Score -1311674 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1311710.250000 Penalty: 4594.273926
	Iteration 19Q: 3 clusters Score -1311710 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1311745.625000 Penalty: 4594.273926
	Iteration 20F: 3 clusters Score -1311746 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1311770.875000 Penalty: 4594.273926
	Iteration 21Q: 3 clusters Score -1311771 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1311796.750000 Penalty: 4594.273926
	Iteration 22Q: 3 clusters Score -1311797 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1311822.875000 Penalty: 4594.273926
	Iteration 23Q: 3 clusters Score -1311823 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1311844.250000 Penalty: 4594.273926
	Iteration 24Q: 3 clusters Score -1311844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1311866.875000 Penalty: 4594.273926
	Iteration 25Q: 3 clusters Score -1311867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1311882.375000 Penalty: 4594.273926
	Iteration 26Q: 3 clusters Score -1311882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1311896.500000 Penalty: 4594.273926
	Iteration 27Q: 3 clusters Score -1311896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1311905.125000 Penalty: 4594.273926
	Iteration 28Q: 3 clusters Score -1311905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1311916.500000 Penalty: 4594.273926
	Iteration 29Q: 3 clusters Score -1311916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1311926.375000 Penalty: 4594.273926
	Iteration 30Q: 3 clusters Score -1311926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1311931.250000 Penalty: 4594.273926
	Iteration 31Q: 3 clusters Score -1311931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1311933.625000 Penalty: 4594.273926
	Iteration 32Q: 3 clusters Score -1311934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1311944.750000 Penalty: 4594.273926
	Iteration 33Q: 3 clusters Score -1311945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1311948.250000 Penalty: 4594.273926
	Iteration 34Q: 3 clusters Score -1311948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1311951.250000 Penalty: 4594.273926
	Iteration 35Q: 3 clusters Score -1311951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1311958.750000 Penalty: 4594.273926
	Iteration 36Q: 3 clusters Score -1311959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1311967.125000 Penalty: 4594.273926
	Iteration 37Q: 3 clusters Score -1311967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1311980.000000 Penalty: 4594.273926
	Iteration 38Q: 3 clusters Score -1311980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1311990.125000 Penalty: 4594.273926
	Iteration 39Q: 3 clusters Score -1311990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1311998.000000 Penalty: 4594.273926
	Iteration 40F: 3 clusters Score -1311998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1312001.875000 Penalty: 4594.273926
	Iteration 41Q: 3 clusters Score -1312002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1312007.375000 Penalty: 4594.273926
	Iteration 42Q: 3 clusters Score -1312007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1312018.875000 Penalty: 4594.273926
	Iteration 43Q: 3 clusters Score -1312019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1312028.625000 Penalty: 4594.273926
	Iteration 44Q: 3 clusters Score -1312029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1312031.875000 Penalty: 4594.273926
	Iteration 45Q: 3 clusters Score -1312032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1312040.000000 Penalty: 4594.273926
	Iteration 46Q: 3 clusters Score -1312040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1312041.125000 Penalty: 4594.273926
	Iteration 47Q: 3 clusters Score -1312041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1312043.500000 Penalty: 4594.273926
	Iteration 48Q: 3 clusters Score -1312044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1312044.500000 Penalty: 4594.273926
	Iteration 49Q: 3 clusters Score -1312044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1312045.625000 Penalty: 4594.273926
	Iteration 50Q: 3 clusters Score -1312046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1312046.625000 Penalty: 4594.273926
	Iteration 51Q: 3 clusters Score -1312047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1312046.625000 Penalty: 4594.273926
	Iteration 52F: 3 clusters Score -1312047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Entering Unmasked Estep 
Score: -2059003.750000 Penalty: 2399.715820
	Iteration 0F: 2 clusters Score -2059004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2047533.625000 Penalty: 4799.431641
	Iteration 0F: 3 clusters Score -2047534 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2051205.375000 Penalty: 4799.431641
	Iteration 1F: 3 clusters Score -2051205 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2051580.500000 Penalty: 4799.431641
	Iteration 2F: 3 clusters Score -2051580 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2051886.250000 Penalty: 4799.431641
	Iteration 3Q: 3 clusters Score -2051886 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2052174.250000 Penalty: 4799.431641
	Iteration 4Q: 3 clusters Score -2052174 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2052490.125000 Penalty: 4799.431641
	Iteration 5Q: 3 clusters Score -2052490 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2052837.125000 Penalty: 4799.431641
	Iteration 6Q: 3 clusters Score -2052837 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2053232.125000 Penalty: 4799.431641
	Iteration 7Q: 3 clusters Score -2053232 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2053722.375000 Penalty: 4799.431641
	Iteration 8Q: 3 clusters Score -2053722 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2054296.625000 Penalty: 4799.431641
	Iteration 9F: 3 clusters Score -2054297 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2054912.750000 Penalty: 4799.431641
	Iteration 10F: 3 clusters Score -2054913 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2055502.500000 Penalty: 4799.431641
	Iteration 11Q: 3 clusters Score -2055502 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2055985.000000 Penalty: 4799.431641
	Iteration 12Q: 3 clusters Score -2055985 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2056325.625000 Penalty: 4799.431641
	Iteration 13Q: 3 clusters Score -2056326 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2056591.500000 Penalty: 4799.431641
	Iteration 14Q: 3 clusters Score -2056592 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2056801.250000 Penalty: 4799.431641
	Iteration 15Q: 3 clusters Score -2056801 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2056967.625000 Penalty: 4799.431641
	Iteration 16Q: 3 clusters Score -2056968 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2057100.125000 Penalty: 4799.431641
	Iteration 17Q: 3 clusters Score -2057100 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2057200.125000 Penalty: 4799.431641
	Iteration 18Q: 3 clusters Score -2057200 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2057263.375000 Penalty: 4799.431641
	Iteration 19Q: 3 clusters Score -2057263 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2057307.375000 Penalty: 4799.431641
	Iteration 20F: 3 clusters Score -2057307 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2057338.500000 Penalty: 4799.431641
	Iteration 21Q: 3 clusters Score -2057338 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2057358.875000 Penalty: 4799.431641
	Iteration 22Q: 3 clusters Score -2057359 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2057384.625000 Penalty: 4799.431641
	Iteration 23Q: 3 clusters Score -2057385 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2057406.250000 Penalty: 4799.431641
	Iteration 24Q: 3 clusters Score -2057406 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2057424.875000 Penalty: 4799.431641
	Iteration 25Q: 3 clusters Score -2057425 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2057436.875000 Penalty: 4799.431641
	Iteration 26Q: 3 clusters Score -2057437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2057447.250000 Penalty: 4799.431641
	Iteration 27Q: 3 clusters Score -2057447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2057452.125000 Penalty: 4799.431641
	Iteration 28Q: 3 clusters Score -2057452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2057465.000000 Penalty: 4799.431641
	Iteration 29Q: 3 clusters Score -2057465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2057468.375000 Penalty: 4799.431641
	Iteration 30Q: 3 clusters Score -2057468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2057468.125000 Penalty: 4799.431641
	Iteration 31Q: 3 clusters Score -2057468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2057470.875000 Penalty: 4799.431641
	Iteration 32Q: 3 clusters Score -2057471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2057470.000000 Penalty: 4799.431641
	Iteration 33Q: 3 clusters Score -2057470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2057473.375000 Penalty: 4799.431641
	Iteration 34Q: 3 clusters Score -2057473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2057474.125000 Penalty: 4799.431641
	Iteration 35Q: 3 clusters Score -2057474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2057472.250000 Penalty: 4799.431641
	Iteration 36Q: 3 clusters Score -2057472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2057474.250000 Penalty: 4799.431641
	Iteration 37Q: 3 clusters Score -2057474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2057472.500000 Penalty: 4799.431641
	Iteration 38Q: 3 clusters Score -2057472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2057473.500000 Penalty: 4799.431641
	Iteration 39Q: 3 clusters Score -2057474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2057472.375000 Penalty: 4799.431641
	Iteration 40F: 3 clusters Score -2057472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2057476.500000 Penalty: 4799.431641
	Iteration 41Q: 3 clusters Score -2057476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2057476.500000 Penalty: 4799.431641
	Iteration 42F: 3 clusters Score -2057476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (74048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74048 members 
Entering Unmasked Estep 
Score: -8810094.000000 Penalty: 2780.692383
	Iteration 0F: 2 clusters Score -8810094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -8760600.000000 Penalty: 5561.384766
	Iteration 0F: 3 clusters Score -8760600 nChanged 34715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -8780525.000000 Penalty: 5561.384766
	Iteration 1F: 3 clusters Score -8780525 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -8781802.000000 Penalty: 5561.384766
	Iteration 2Q: 3 clusters Score -8781802 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -8783435.000000 Penalty: 5561.384766
	Iteration 3Q: 3 clusters Score -8783435 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -8785672.000000 Penalty: 5561.384766
	Iteration 4F: 3 clusters Score -8785672 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -8788368.000000 Penalty: 5561.384766
	Iteration 5F: 3 clusters Score -8788368 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -8791275.000000 Penalty: 5561.384766
	Iteration 6F: 3 clusters Score -8791275 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -8793911.000000 Penalty: 5561.384766
	Iteration 7F: 3 clusters Score -8793911 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -8796227.000000 Penalty: 5561.384766
	Iteration 8F: 3 clusters Score -8796227 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -8798319.000000 Penalty: 5561.384766
	Iteration 9Q: 3 clusters Score -8798319 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -8799833.000000 Penalty: 5561.384766
	Iteration 10Q: 3 clusters Score -8799833 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -8800839.000000 Penalty: 5561.384766
	Iteration 11Q: 3 clusters Score -8800839 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -8801529.000000 Penalty: 5561.384766
	Iteration 12Q: 3 clusters Score -8801529 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -8801917.000000 Penalty: 5561.384766
	Iteration 13Q: 3 clusters Score -8801917 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -8802261.000000 Penalty: 5561.384766
	Iteration 14Q: 3 clusters Score -8802261 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -8802541.000000 Penalty: 5561.384766
	Iteration 15Q: 3 clusters Score -8802541 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -8802848.000000 Penalty: 5561.384766
	Iteration 16Q: 3 clusters Score -8802848 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -8803179.000000 Penalty: 5561.384766
	Iteration 17Q: 3 clusters Score -8803179 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
Score: -8803549.000000 Penalty: 5561.384766
	Iteration 18Q: 3 clusters Score -8803549 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -8803852.000000 Penalty: 5561.384766
	Iteration 19Q: 3 clusters Score -8803852 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 59710 members 
Entering Unmasked Estep 
Score: -8804193.000000 Penalty: 5561.384766
	Iteration 20F: 3 clusters Score -8804193 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -8804474.000000 Penalty: 5561.384766
	Iteration 21Q: 3 clusters Score -8804474 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
Score: -8804778.000000 Penalty: 5561.384766
	Iteration 22Q: 3 clusters Score -8804778 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -8805129.000000 Penalty: 5561.384766
	Iteration 23Q: 3 clusters Score -8805129 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 63215 members 
Entering Unmasked Estep 
Score: -8805460.000000 Penalty: 5561.384766
	Iteration 24Q: 3 clusters Score -8805460 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 64108 members 
Entering Unmasked Estep 
Score: -8805864.000000 Penalty: 5561.384766
	Iteration 25Q: 3 clusters Score -8805864 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -8806281.000000 Penalty: 5561.384766
	Iteration 26Q: 3 clusters Score -8806281 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 65778 members 
Entering Unmasked Estep 
Score: -8806699.000000 Penalty: 5561.384766
	Iteration 27Q: 3 clusters Score -8806699 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 66522 members 
Entering Unmasked Estep 
Score: -8807167.000000 Penalty: 5561.384766
	Iteration 28Q: 3 clusters Score -8807167 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 67196 members 
Entering Unmasked Estep 
Score: -8807618.000000 Penalty: 5561.384766
	Iteration 29Q: 3 clusters Score -8807618 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -8808140.000000 Penalty: 5561.384766
	Iteration 30Q: 3 clusters Score -8808140 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 68267 members 
Entering Unmasked Estep 
Score: -8808679.000000 Penalty: 5561.384766
	Iteration 31Q: 3 clusters Score -8808679 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -8809135.000000 Penalty: 5561.384766
	Iteration 32Q: 3 clusters Score -8809135 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -8809453.000000 Penalty: 5561.384766
	Iteration 33Q: 3 clusters Score -8809453 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -8809736.000000 Penalty: 5561.384766
	Iteration 34Q: 3 clusters Score -8809736 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 68969 members 
Entering Unmasked Estep 
Score: -8809971.000000 Penalty: 5561.384766
	Iteration 35Q: 3 clusters Score -8809971 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 68942 members 
Entering Unmasked Estep 
Score: -8810141.000000 Penalty: 5561.384766
	Iteration 36Q: 3 clusters Score -8810141 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -8810276.000000 Penalty: 5561.384766
	Iteration 37Q: 3 clusters Score -8810276 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 68898 members 
Entering Unmasked Estep 
Score: -8810363.000000 Penalty: 5561.384766
	Iteration 38Q: 3 clusters Score -8810363 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
Score: -8810418.000000 Penalty: 5561.384766
	Iteration 39Q: 3 clusters Score -8810418 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 68892 members 
Entering Unmasked Estep 
Score: -8810613.000000 Penalty: 5561.384766
	Iteration 40F: 3 clusters Score -8810613 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 68808 members 
Entering Unmasked Estep 
Score: -8810720.000000 Penalty: 5561.384766
	Iteration 41Q: 3 clusters Score -8810720 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 68747 members 
Entering Unmasked Estep 
Score: -8810847.000000 Penalty: 5561.384766
	Iteration 42Q: 3 clusters Score -8810847 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 68718 members 
Entering Unmasked Estep 
Score: -8810892.000000 Penalty: 5561.384766
	Iteration 43Q: 3 clusters Score -8810892 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 68710 members 
Entering Unmasked Estep 
Score: -8810959.000000 Penalty: 5561.384766
	Iteration 44Q: 3 clusters Score -8810959 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 68720 members 
Entering Unmasked Estep 
Score: -8811014.000000 Penalty: 5561.384766
	Iteration 45Q: 3 clusters Score -8811014 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -8811090.000000 Penalty: 5561.384766
	Iteration 46Q: 3 clusters Score -8811090 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -8811177.000000 Penalty: 5561.384766
	Iteration 47Q: 3 clusters Score -8811177 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -8811249.000000 Penalty: 5561.384766
	Iteration 48Q: 3 clusters Score -8811249 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -8811369.000000 Penalty: 5561.384766
	Iteration 49Q: 3 clusters Score -8811369 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 68882 members 
Entering Unmasked Estep 
Score: -8811431.000000 Penalty: 5561.384766
	Iteration 50Q: 3 clusters Score -8811431 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 68920 members 
Entering Unmasked Estep 
Score: -8811465.000000 Penalty: 5561.384766
	Iteration 51Q: 3 clusters Score -8811465 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -8811518.000000 Penalty: 5561.384766
	Iteration 52Q: 3 clusters Score -8811518 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 68951 members 
Entering Unmasked Estep 
Score: -8811549.000000 Penalty: 5561.384766
	Iteration 53Q: 3 clusters Score -8811549 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
Score: -8811547.000000 Penalty: 5561.384766
	Iteration 54Q: 3 clusters Score -8811547 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -8811559.000000 Penalty: 5561.384766
	Iteration 55Q: 3 clusters Score -8811559 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 68931 members 
Entering Unmasked Estep 
Score: -8811574.000000 Penalty: 5561.384766
	Iteration 56Q: 3 clusters Score -8811574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 68927 members 
Entering Unmasked Estep 
Score: -8811581.000000 Penalty: 5561.384766
	Iteration 57Q: 3 clusters Score -8811581 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -8811596.000000 Penalty: 5561.384766
	Iteration 58Q: 3 clusters Score -8811596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 68931 members 
Entering Unmasked Estep 
Score: -8811595.000000 Penalty: 5561.384766
	Iteration 59Q: 3 clusters Score -8811595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -8811590.000000 Penalty: 5561.384766
	Iteration 60F: 3 clusters Score -8811590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 68932 members 
Entering Unmasked Estep 
Score: -8811588.000000 Penalty: 5561.384766
	Iteration 61Q: 3 clusters Score -8811588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 68932 members 
Entering Unmasked Estep 
Score: -8811587.000000 Penalty: 5561.384766
	Iteration 62Q: 3 clusters Score -8811587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 68938 members 
Entering Unmasked Estep 
Score: -8811588.000000 Penalty: 5561.384766
	Iteration 63Q: 3 clusters Score -8811588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
Score: -8811604.000000 Penalty: 5561.384766
	Iteration 64Q: 3 clusters Score -8811604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -8811603.000000 Penalty: 5561.384766
	Iteration 65Q: 3 clusters Score -8811603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -8811603.000000 Penalty: 5561.384766
	Iteration 66Q: 3 clusters Score -8811603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -8811614.000000 Penalty: 5561.384766
	Iteration 67Q: 3 clusters Score -8811614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -8811615.000000 Penalty: 5561.384766
	Iteration 68Q: 3 clusters Score -8811615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -8811606.000000 Penalty: 5561.384766
	Iteration 69Q: 3 clusters Score -8811606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -8811607.000000 Penalty: 5561.384766
	Iteration 70Q: 3 clusters Score -8811607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -8811608.000000 Penalty: 5561.384766
	Iteration 71Q: 3 clusters Score -8811608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 68953 members 
Entering Unmasked Estep 
Score: -8811605.000000 Penalty: 5561.384766
	Iteration 72Q: 3 clusters Score -8811605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 68951 members 
Entering Unmasked Estep 
Score: -8811607.000000 Penalty: 5561.384766
	Iteration 73Q: 3 clusters Score -8811607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 68951 members 
Entering Unmasked Estep 
Score: -8811606.000000 Penalty: 5561.384766
	Iteration 74Q: 3 clusters Score -8811606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 68951 members 
Entering Unmasked Estep 
Score: -8811606.000000 Penalty: 5561.384766
	Iteration 75F: 3 clusters Score -8811606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 15935 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 34003 members 
Mstep: Class 5 contains 15915 members 
Mstep: Class 6 contains 40459 members 
Mstep: Class 7 contains 19619 members 
Mstep: Class 8 contains 17601 members 
Mstep: Class 9 contains 79032 members 
Mstep: Class 10 contains 94196 members 
Mstep: Class 11 contains 19915 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 18919 members 
Mstep: Class 14 contains 139153 members 
Mstep: Class 15 contains 26109 members 
Mstep: Class 16 contains 13565 members 
Mstep: Class 17 contains 68951 members 
Mstep: Class 18 contains 96982 members 
Mstep: Class 19 contains 205114 members 
Mstep: Class 20 contains 180423 members 
Mstep: Class 21 contains 3891 members 
Mstep: Class 22 contains 80183 members 
Mstep: Class 23 contains 11836 members 
Entering Unmasked Estep 
Score: -150543392.000000 Penalty: 79906.515625
Splitting cluster 3 changes total score from -150541424.000000 to -150543392.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 4 (34003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Entering Unmasked Estep 
Score: -4297681.500000 Penalty: 2587.682617
	Iteration 0F: 2 clusters Score -4297682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -4274425.500000 Penalty: 5175.365234
	Iteration 0F: 3 clusters Score -4274426 nChanged 15544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -4283295.500000 Penalty: 5175.365234
	Iteration 1F: 3 clusters Score -4283296 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -4284192.000000 Penalty: 5175.365234
	Iteration 2F: 3 clusters Score -4284192 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -4285369.500000 Penalty: 5175.365234
	Iteration 3F: 3 clusters Score -4285370 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -4286719.500000 Penalty: 5175.365234
	Iteration 4F: 3 clusters Score -4286720 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -4288160.500000 Penalty: 5175.365234
	Iteration 5F: 3 clusters Score -4288160 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -4289417.000000 Penalty: 5175.365234
	Iteration 6F: 3 clusters Score -4289417 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -4290452.500000 Penalty: 5175.365234
	Iteration 7F: 3 clusters Score -4290452 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -4291420.000000 Penalty: 5175.365234
	Iteration 8Q: 3 clusters Score -4291420 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -4292406.500000 Penalty: 5175.365234
	Iteration 9Q: 3 clusters Score -4292406 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -4293452.000000 Penalty: 5175.365234
	Iteration 10Q: 3 clusters Score -4293452 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -4294489.500000 Penalty: 5175.365234
	Iteration 11Q: 3 clusters Score -4294490 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -4295324.500000 Penalty: 5175.365234
	Iteration 12Q: 3 clusters Score -4295324 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -4295836.500000 Penalty: 5175.365234
	Iteration 13Q: 3 clusters Score -4295836 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -4296143.500000 Penalty: 5175.365234
	Iteration 14Q: 3 clusters Score -4296144 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -4296364.000000 Penalty: 5175.365234
	Iteration 15Q: 3 clusters Score -4296364 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -4296525.500000 Penalty: 5175.365234
	Iteration 16Q: 3 clusters Score -4296526 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -4296629.500000 Penalty: 5175.365234
	Iteration 17Q: 3 clusters Score -4296630 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -4296694.500000 Penalty: 5175.365234
	Iteration 18Q: 3 clusters Score -4296694 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -4296760.000000 Penalty: 5175.365234
	Iteration 19Q: 3 clusters Score -4296760 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -4296787.000000 Penalty: 5175.365234
	Iteration 20F: 3 clusters Score -4296787 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -4296832.000000 Penalty: 5175.365234
	Iteration 21Q: 3 clusters Score -4296832 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -4296866.500000 Penalty: 5175.365234
	Iteration 22Q: 3 clusters Score -4296866 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -4296877.500000 Penalty: 5175.365234
	Iteration 23Q: 3 clusters Score -4296878 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -4296893.500000 Penalty: 5175.365234
	Iteration 24Q: 3 clusters Score -4296894 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -4296884.000000 Penalty: 5175.365234
	Iteration 25Q: 3 clusters Score -4296884 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -4296903.500000 Penalty: 5175.365234
	Iteration 26Q: 3 clusters Score -4296904 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -4296926.000000 Penalty: 5175.365234
	Iteration 27Q: 3 clusters Score -4296926 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -4296941.500000 Penalty: 5175.365234
	Iteration 28Q: 3 clusters Score -4296942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -4296931.500000 Penalty: 5175.365234
	Iteration 29Q: 3 clusters Score -4296932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -4296938.000000 Penalty: 5175.365234
	Iteration 30Q: 3 clusters Score -4296938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -4296948.000000 Penalty: 5175.365234
	Iteration 31Q: 3 clusters Score -4296948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -4296968.000000 Penalty: 5175.365234
	Iteration 32Q: 3 clusters Score -4296968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -4296966.500000 Penalty: 5175.365234
	Iteration 33Q: 3 clusters Score -4296966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -4296964.500000 Penalty: 5175.365234
	Iteration 34Q: 3 clusters Score -4296964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -4296972.500000 Penalty: 5175.365234
	Iteration 35Q: 3 clusters Score -4296972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -4296983.000000 Penalty: 5175.365234
	Iteration 36Q: 3 clusters Score -4296983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -4296982.000000 Penalty: 5175.365234
	Iteration 37Q: 3 clusters Score -4296982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -4296982.500000 Penalty: 5175.365234
	Iteration 38Q: 3 clusters Score -4296982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -4296982.500000 Penalty: 5175.365234
	Iteration 39Q: 3 clusters Score -4296982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -4296978.500000 Penalty: 5175.365234
	Iteration 40F: 3 clusters Score -4296978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -4296978.500000 Penalty: 5175.365234
	Iteration 41Q: 3 clusters Score -4296978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -4296972.500000 Penalty: 5175.365234
	Iteration 42Q: 3 clusters Score -4296972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -4296971.500000 Penalty: 5175.365234
	Iteration 43Q: 3 clusters Score -4296972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -4296969.500000 Penalty: 5175.365234
	Iteration 44Q: 3 clusters Score -4296970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -4296971.500000 Penalty: 5175.365234
	Iteration 45Q: 3 clusters Score -4296972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -4296970.500000 Penalty: 5175.365234
	Iteration 46Q: 3 clusters Score -4296970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -4296964.500000 Penalty: 5175.365234
	Iteration 47Q: 3 clusters Score -4296964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -4296964.500000 Penalty: 5175.365234
	Iteration 48F: 3 clusters Score -4296964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Entering Unmasked Estep 
Score: -1960757.375000 Penalty: 2399.404297
	Iteration 0F: 2 clusters Score -1960757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1949213.500000 Penalty: 4798.808594
	Iteration 0F: 3 clusters Score -1949214 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1953518.000000 Penalty: 4798.808594
	Iteration 1F: 3 clusters Score -1953518 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1955179.375000 Penalty: 4798.808594
	Iteration 2F: 3 clusters Score -1955179 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1956767.875000 Penalty: 4798.808594
	Iteration 3F: 3 clusters Score -1956768 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1958123.125000 Penalty: 4798.808594
	Iteration 4F: 3 clusters Score -1958123 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1959234.000000 Penalty: 4798.808594
	Iteration 5F: 3 clusters Score -1959234 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1959982.125000 Penalty: 4798.808594
	Iteration 6F: 3 clusters Score -1959982 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1960451.625000 Penalty: 4798.808594
	Iteration 7Q: 3 clusters Score -1960452 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1960716.000000 Penalty: 4798.808594
	Iteration 8Q: 3 clusters Score -1960716 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1960898.375000 Penalty: 4798.808594
	Iteration 9Q: 3 clusters Score -1960898 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1961091.500000 Penalty: 4798.808594
	Iteration 10Q: 3 clusters Score -1961092 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1961282.125000 Penalty: 4798.808594
	Iteration 11Q: 3 clusters Score -1961282 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1961487.250000 Penalty: 4798.808594
	Iteration 12Q: 3 clusters Score -1961487 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1961667.000000 Penalty: 4798.808594
	Iteration 13Q: 3 clusters Score -1961667 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1961829.875000 Penalty: 4798.808594
	Iteration 14Q: 3 clusters Score -1961830 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1961996.875000 Penalty: 4798.808594
	Iteration 15Q: 3 clusters Score -1961997 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1962134.625000 Penalty: 4798.808594
	Iteration 16Q: 3 clusters Score -1962135 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1962256.250000 Penalty: 4798.808594
	Iteration 17Q: 3 clusters Score -1962256 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1962329.125000 Penalty: 4798.808594
	Iteration 18Q: 3 clusters Score -1962329 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1962387.125000 Penalty: 4798.808594
	Iteration 19Q: 3 clusters Score -1962387 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1962416.500000 Penalty: 4798.808594
	Iteration 20F: 3 clusters Score -1962416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1962431.625000 Penalty: 4798.808594
	Iteration 21Q: 3 clusters Score -1962432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1962444.750000 Penalty: 4798.808594
	Iteration 22Q: 3 clusters Score -1962445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1962453.500000 Penalty: 4798.808594
	Iteration 23Q: 3 clusters Score -1962454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1962459.125000 Penalty: 4798.808594
	Iteration 24Q: 3 clusters Score -1962459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1962462.750000 Penalty: 4798.808594
	Iteration 25Q: 3 clusters Score -1962463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1962461.125000 Penalty: 4798.808594
	Iteration 26Q: 3 clusters Score -1962461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1962460.750000 Penalty: 4798.808594
	Iteration 27Q: 3 clusters Score -1962461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1962460.750000 Penalty: 4798.808594
	Iteration 28F: 3 clusters Score -1962461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 15935 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 34003 members 
Mstep: Class 5 contains 2104 members 
Mstep: Class 6 contains 40459 members 
Mstep: Class 7 contains 19619 members 
Mstep: Class 8 contains 17601 members 
Mstep: Class 9 contains 79032 members 
Mstep: Class 10 contains 94196 members 
Mstep: Class 11 contains 19915 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 18919 members 
Mstep: Class 14 contains 139153 members 
Mstep: Class 15 contains 26109 members 
Mstep: Class 16 contains 13565 members 
Mstep: Class 17 contains 68951 members 
Mstep: Class 18 contains 96982 members 
Mstep: Class 19 contains 205114 members 
Mstep: Class 20 contains 180423 members 
Mstep: Class 21 contains 3891 members 
Mstep: Class 22 contains 80183 members 
Mstep: Class 23 contains 11836 members 
Mstep: Class 24 contains 13811 members 
Entering Unmasked Estep 
Score: -150544496.000000 Penalty: 83380.710938
Splitting cluster 5 changes total score from -150541424.000000 to -150544496.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (40459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Entering Unmasked Estep 
Score: -5124497.500000 Penalty: 2630.795166
	Iteration 0F: 2 clusters Score -5124498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -5097283.500000 Penalty: 5261.590332
	Iteration 0F: 3 clusters Score -5097284 nChanged 18379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -5107196.000000 Penalty: 5261.590332
	Iteration 1F: 3 clusters Score -5107196 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -5107676.000000 Penalty: 5261.590332
	Iteration 2Q: 3 clusters Score -5107676 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -5108143.500000 Penalty: 5261.590332
	Iteration 3Q: 3 clusters Score -5108144 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -5108554.500000 Penalty: 5261.590332
	Iteration 4Q: 3 clusters Score -5108554 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -5109066.500000 Penalty: 5261.590332
	Iteration 5Q: 3 clusters Score -5109066 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -5109787.000000 Penalty: 5261.590332
	Iteration 6Q: 3 clusters Score -5109787 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -5110977.000000 Penalty: 5261.590332
	Iteration 7Q: 3 clusters Score -5110977 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -5112589.500000 Penalty: 5261.590332
	Iteration 8F: 3 clusters Score -5112590 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -5114513.000000 Penalty: 5261.590332
	Iteration 9F: 3 clusters Score -5114513 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -5116225.500000 Penalty: 5261.590332
	Iteration 10F: 3 clusters Score -5116226 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -5117560.000000 Penalty: 5261.590332
	Iteration 11F: 3 clusters Score -5117560 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -5118554.000000 Penalty: 5261.590332
	Iteration 12F: 3 clusters Score -5118554 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -5119272.500000 Penalty: 5261.590332
	Iteration 13Q: 3 clusters Score -5119272 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -5119772.000000 Penalty: 5261.590332
	Iteration 14Q: 3 clusters Score -5119772 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -5120199.000000 Penalty: 5261.590332
	Iteration 15Q: 3 clusters Score -5120199 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -5120540.000000 Penalty: 5261.590332
	Iteration 16Q: 3 clusters Score -5120540 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -5120932.000000 Penalty: 5261.590332
	Iteration 17Q: 3 clusters Score -5120932 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -5121442.500000 Penalty: 5261.590332
	Iteration 18Q: 3 clusters Score -5121442 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -5122056.000000 Penalty: 5261.590332
	Iteration 19Q: 3 clusters Score -5122056 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -5122815.500000 Penalty: 5261.590332
	Iteration 20F: 3 clusters Score -5122816 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -5123648.000000 Penalty: 5261.590332
	Iteration 21Q: 3 clusters Score -5123648 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -5124514.500000 Penalty: 5261.590332
	Iteration 22Q: 3 clusters Score -5124514 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -5125129.000000 Penalty: 5261.590332
	Iteration 23Q: 3 clusters Score -5125129 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -5125479.000000 Penalty: 5261.590332
	Iteration 24Q: 3 clusters Score -5125479 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -5125604.000000 Penalty: 5261.590332
	Iteration 25Q: 3 clusters Score -5125604 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -5125727.000000 Penalty: 5261.590332
	Iteration 26Q: 3 clusters Score -5125727 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -5125810.000000 Penalty: 5261.590332
	Iteration 27Q: 3 clusters Score -5125810 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -5125862.000000 Penalty: 5261.590332
	Iteration 28Q: 3 clusters Score -5125862 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -5125915.000000 Penalty: 5261.590332
	Iteration 29Q: 3 clusters Score -5125915 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -5125973.000000 Penalty: 5261.590332
	Iteration 30Q: 3 clusters Score -5125973 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -5125973.500000 Penalty: 5261.590332
	Iteration 31Q: 3 clusters Score -5125974 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -5126005.000000 Penalty: 5261.590332
	Iteration 32Q: 3 clusters Score -5126005 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -5126019.000000 Penalty: 5261.590332
	Iteration 33Q: 3 clusters Score -5126019 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -5126037.000000 Penalty: 5261.590332
	Iteration 34Q: 3 clusters Score -5126037 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -5126046.500000 Penalty: 5261.590332
	Iteration 35Q: 3 clusters Score -5126046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -5126044.500000 Penalty: 5261.590332
	Iteration 36Q: 3 clusters Score -5126044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -5126059.000000 Penalty: 5261.590332
	Iteration 37Q: 3 clusters Score -5126059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -5126057.000000 Penalty: 5261.590332
	Iteration 38Q: 3 clusters Score -5126057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -5126060.500000 Penalty: 5261.590332
	Iteration 39Q: 3 clusters Score -5126060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -5126066.000000 Penalty: 5261.590332
	Iteration 40F: 3 clusters Score -5126066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -5126069.000000 Penalty: 5261.590332
	Iteration 41Q: 3 clusters Score -5126069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -5126067.500000 Penalty: 5261.590332
	Iteration 42Q: 3 clusters Score -5126068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -5126066.500000 Penalty: 5261.590332
	Iteration 43Q: 3 clusters Score -5126066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -5126064.500000 Penalty: 5261.590332
	Iteration 44Q: 3 clusters Score -5126064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -5126068.000000 Penalty: 5261.590332
	Iteration 45Q: 3 clusters Score -5126068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -5126066.500000 Penalty: 5261.590332
	Iteration 46Q: 3 clusters Score -5126066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -5126066.000000 Penalty: 5261.590332
	Iteration 47Q: 3 clusters Score -5126066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -5126066.000000 Penalty: 5261.590332
	Iteration 48Q: 3 clusters Score -5126066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -5126067.000000 Penalty: 5261.590332
	Iteration 49Q: 3 clusters Score -5126067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -5126069.500000 Penalty: 5261.590332
	Iteration 50Q: 3 clusters Score -5126070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -5126067.000000 Penalty: 5261.590332
	Iteration 51Q: 3 clusters Score -5126067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -5126070.500000 Penalty: 5261.590332
	Iteration 52Q: 3 clusters Score -5126070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -5126070.500000 Penalty: 5261.590332
	Iteration 53Q: 3 clusters Score -5126070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -5126070.500000 Penalty: 5261.590332
	Iteration 54F: 3 clusters Score -5126070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 15935 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 34003 members 
Mstep: Class 5 contains 2104 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 19619 members 
Mstep: Class 8 contains 17601 members 
Mstep: Class 9 contains 79032 members 
Mstep: Class 10 contains 94196 members 
Mstep: Class 11 contains 19915 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 18919 members 
Mstep: Class 14 contains 139153 members 
Mstep: Class 15 contains 26109 members 
Mstep: Class 16 contains 13565 members 
Mstep: Class 17 contains 68951 members 
Mstep: Class 18 contains 96982 members 
Mstep: Class 19 contains 205114 members 
Mstep: Class 20 contains 180423 members 
Mstep: Class 21 contains 3891 members 
Mstep: Class 22 contains 80183 members 
Mstep: Class 23 contains 11836 members 
Mstep: Class 24 contains 13811 members 
Mstep: Class 25 contains 37946 members 
Entering Unmasked Estep 
Score: -150544064.000000 Penalty: 86854.906250
Splitting cluster 6 changes total score from -150541424.000000 to -150544064.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (19619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Entering Unmasked Estep 
Score: -2557612.750000 Penalty: 2451.294922
	Iteration 0F: 2 clusters Score -2557613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2543804.000000 Penalty: 4902.589844
	Iteration 0F: 3 clusters Score -2543804 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2548478.500000 Penalty: 4902.589844
	Iteration 1F: 3 clusters Score -2548478 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2548939.500000 Penalty: 4902.589844
	Iteration 2F: 3 clusters Score -2548940 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2549389.500000 Penalty: 4902.589844
	Iteration 3F: 3 clusters Score -2549390 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2549896.500000 Penalty: 4902.589844
	Iteration 4F: 3 clusters Score -2549896 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2550637.750000 Penalty: 4902.589844
	Iteration 5F: 3 clusters Score -2550638 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2551646.250000 Penalty: 4902.589844
	Iteration 6F: 3 clusters Score -2551646 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2552831.250000 Penalty: 4902.589844
	Iteration 7F: 3 clusters Score -2552831 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2554074.500000 Penalty: 4902.589844
	Iteration 8F: 3 clusters Score -2554074 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2555168.500000 Penalty: 4902.589844
	Iteration 9F: 3 clusters Score -2555168 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2555882.250000 Penalty: 4902.589844
	Iteration 10Q: 3 clusters Score -2555882 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2556305.250000 Penalty: 4902.589844
	Iteration 11Q: 3 clusters Score -2556305 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2556526.750000 Penalty: 4902.589844
	Iteration 12Q: 3 clusters Score -2556527 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2556655.500000 Penalty: 4902.589844
	Iteration 13Q: 3 clusters Score -2556656 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2556723.000000 Penalty: 4902.589844
	Iteration 14Q: 3 clusters Score -2556723 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2556776.750000 Penalty: 4902.589844
	Iteration 15Q: 3 clusters Score -2556777 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2556814.500000 Penalty: 4902.589844
	Iteration 16Q: 3 clusters Score -2556814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2556838.000000 Penalty: 4902.589844
	Iteration 17Q: 3 clusters Score -2556838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2556857.500000 Penalty: 4902.589844
	Iteration 18Q: 3 clusters Score -2556858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2556873.250000 Penalty: 4902.589844
	Iteration 19Q: 3 clusters Score -2556873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2556891.000000 Penalty: 4902.589844
	Iteration 20F: 3 clusters Score -2556891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2556892.250000 Penalty: 4902.589844
	Iteration 21Q: 3 clusters Score -2556892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2556897.500000 Penalty: 4902.589844
	Iteration 22Q: 3 clusters Score -2556898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2556900.000000 Penalty: 4902.589844
	Iteration 23Q: 3 clusters Score -2556900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2556897.250000 Penalty: 4902.589844
	Iteration 24Q: 3 clusters Score -2556897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2556903.000000 Penalty: 4902.589844
	Iteration 25Q: 3 clusters Score -2556903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2556904.000000 Penalty: 4902.589844
	Iteration 26Q: 3 clusters Score -2556904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2556908.750000 Penalty: 4902.589844
	Iteration 27Q: 3 clusters Score -2556909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2556910.000000 Penalty: 4902.589844
	Iteration 28Q: 3 clusters Score -2556910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2556912.500000 Penalty: 4902.589844
	Iteration 29Q: 3 clusters Score -2556912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2556910.250000 Penalty: 4902.589844
	Iteration 30Q: 3 clusters Score -2556910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2556911.000000 Penalty: 4902.589844
	Iteration 31Q: 3 clusters Score -2556911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2556911.000000 Penalty: 4902.589844
	Iteration 32Q: 3 clusters Score -2556911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2556914.250000 Penalty: 4902.589844
	Iteration 33Q: 3 clusters Score -2556914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2556917.000000 Penalty: 4902.589844
	Iteration 34Q: 3 clusters Score -2556917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2556917.000000 Penalty: 4902.589844
	Iteration 35Q: 3 clusters Score -2556917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2556917.000000 Penalty: 4902.589844
	Iteration 36F: 3 clusters Score -2556917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Entering Unmasked Estep 
Score: -2200439.000000 Penalty: 2424.376465
	Iteration 0F: 2 clusters Score -2200439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2187980.250000 Penalty: 4848.752930
	Iteration 0F: 3 clusters Score -2187980 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2192199.500000 Penalty: 4848.752930
	Iteration 1F: 3 clusters Score -2192200 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2192702.250000 Penalty: 4848.752930
	Iteration 2F: 3 clusters Score -2192702 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2193248.500000 Penalty: 4848.752930
	Iteration 3F: 3 clusters Score -2193248 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2193857.500000 Penalty: 4848.752930
	Iteration 4F: 3 clusters Score -2193858 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2194516.500000 Penalty: 4848.752930
	Iteration 5F: 3 clusters Score -2194516 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2195297.000000 Penalty: 4848.752930
	Iteration 6F: 3 clusters Score -2195297 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2196135.000000 Penalty: 4848.752930
	Iteration 7F: 3 clusters Score -2196135 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2196918.000000 Penalty: 4848.752930
	Iteration 8F: 3 clusters Score -2196918 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2197533.500000 Penalty: 4848.752930
	Iteration 9Q: 3 clusters Score -2197534 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2197968.500000 Penalty: 4848.752930
	Iteration 10Q: 3 clusters Score -2197968 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2198220.750000 Penalty: 4848.752930
	Iteration 11Q: 3 clusters Score -2198221 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2198413.250000 Penalty: 4848.752930
	Iteration 12Q: 3 clusters Score -2198413 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2198545.250000 Penalty: 4848.752930
	Iteration 13Q: 3 clusters Score -2198545 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2198637.750000 Penalty: 4848.752930
	Iteration 14Q: 3 clusters Score -2198638 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2198699.000000 Penalty: 4848.752930
	Iteration 15Q: 3 clusters Score -2198699 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2198780.500000 Penalty: 4848.752930
	Iteration 16Q: 3 clusters Score -2198780 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2198850.500000 Penalty: 4848.752930
	Iteration 17Q: 3 clusters Score -2198850 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2198919.000000 Penalty: 4848.752930
	Iteration 18Q: 3 clusters Score -2198919 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2198973.000000 Penalty: 4848.752930
	Iteration 19Q: 3 clusters Score -2198973 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2199006.000000 Penalty: 4848.752930
	Iteration 20F: 3 clusters Score -2199006 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2199033.250000 Penalty: 4848.752930
	Iteration 21Q: 3 clusters Score -2199033 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2199048.250000 Penalty: 4848.752930
	Iteration 22Q: 3 clusters Score -2199048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2199060.500000 Penalty: 4848.752930
	Iteration 23Q: 3 clusters Score -2199060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2199074.000000 Penalty: 4848.752930
	Iteration 24Q: 3 clusters Score -2199074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2199078.750000 Penalty: 4848.752930
	Iteration 25Q: 3 clusters Score -2199079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2199080.000000 Penalty: 4848.752930
	Iteration 26Q: 3 clusters Score -2199080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2199092.000000 Penalty: 4848.752930
	Iteration 27Q: 3 clusters Score -2199092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2199089.000000 Penalty: 4848.752930
	Iteration 28Q: 3 clusters Score -2199089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2199096.250000 Penalty: 4848.752930
	Iteration 29Q: 3 clusters Score -2199096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2199096.250000 Penalty: 4848.752930
	Iteration 30Q: 3 clusters Score -2199096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2199098.500000 Penalty: 4848.752930
	Iteration 31Q: 3 clusters Score -2199098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2199098.500000 Penalty: 4848.752930
	Iteration 32Q: 3 clusters Score -2199098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2199098.250000 Penalty: 4848.752930
	Iteration 33Q: 3 clusters Score -2199098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2199099.750000 Penalty: 4848.752930
	Iteration 34Q: 3 clusters Score -2199100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2199101.250000 Penalty: 4848.752930
	Iteration 35Q: 3 clusters Score -2199101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2199103.750000 Penalty: 4848.752930
	Iteration 36Q: 3 clusters Score -2199104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2199103.250000 Penalty: 4848.752930
	Iteration 37Q: 3 clusters Score -2199103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2199102.250000 Penalty: 4848.752930
	Iteration 38Q: 3 clusters Score -2199102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2199102.250000 Penalty: 4848.752930
	Iteration 39F: 3 clusters Score -2199102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (79032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79032 members 
Entering Unmasked Estep 
Score: -10111645.000000 Penalty: 2796.846680
	Iteration 0F: 2 clusters Score -1.011164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -10058513.000000 Penalty: 5593.693359
	Iteration 0F: 3 clusters Score -1.005851e+07 nChanged 37277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -10079258.000000 Penalty: 5593.693359
	Iteration 1F: 3 clusters Score -1.007926e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -10079930.000000 Penalty: 5593.693359
	Iteration 2Q: 3 clusters Score -1.007993e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -10080894.000000 Penalty: 5593.693359
	Iteration 3Q: 3 clusters Score -1.008089e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -10082217.000000 Penalty: 5593.693359
	Iteration 4Q: 3 clusters Score -1.008222e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -10084219.000000 Penalty: 5593.693359
	Iteration 5F: 3 clusters Score -1.008422e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -10087047.000000 Penalty: 5593.693359
	Iteration 6F: 3 clusters Score -1.008705e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -10090092.000000 Penalty: 5593.693359
	Iteration 7F: 3 clusters Score -1.009009e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -10093259.000000 Penalty: 5593.693359
	Iteration 8F: 3 clusters Score -1.009326e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57062 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -10095774.000000 Penalty: 5593.693359
	Iteration 9F: 3 clusters Score -1.009577e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60272 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -10097953.000000 Penalty: 5593.693359
	Iteration 10Q: 3 clusters Score -1.009795e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -10099806.000000 Penalty: 5593.693359
	Iteration 11Q: 3 clusters Score -1.009981e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66279 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -10101653.000000 Penalty: 5593.693359
	Iteration 12Q: 3 clusters Score -1.010165e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -10103350.000000 Penalty: 5593.693359
	Iteration 13Q: 3 clusters Score -1.010335e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -10104968.000000 Penalty: 5593.693359
	Iteration 14Q: 3 clusters Score -1.010497e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73401 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -10106260.000000 Penalty: 5593.693359
	Iteration 15Q: 3 clusters Score -1.010626e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74971 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -10107281.000000 Penalty: 5593.693359
	Iteration 16Q: 3 clusters Score -1.010728e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76129 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -10108039.000000 Penalty: 5593.693359
	Iteration 17Q: 3 clusters Score -1.010804e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -10108522.000000 Penalty: 5593.693359
	Iteration 18Q: 3 clusters Score -1.010852e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77357 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -10108887.000000 Penalty: 5593.693359
	Iteration 19Q: 3 clusters Score -1.010889e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77653 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -10109034.000000 Penalty: 5593.693359
	Iteration 20F: 3 clusters Score -1.010903e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77826 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -10109143.000000 Penalty: 5593.693359
	Iteration 21Q: 3 clusters Score -1.010914e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77935 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -10109200.000000 Penalty: 5593.693359
	Iteration 22Q: 3 clusters Score -1.01092e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78021 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -10109258.000000 Penalty: 5593.693359
	Iteration 23Q: 3 clusters Score -1.010926e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78089 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10109299.000000 Penalty: 5593.693359
	Iteration 24Q: 3 clusters Score -1.01093e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78138 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10109315.000000 Penalty: 5593.693359
	Iteration 25Q: 3 clusters Score -1.010932e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78171 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -10109327.000000 Penalty: 5593.693359
	Iteration 26Q: 3 clusters Score -1.010933e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78198 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -10109342.000000 Penalty: 5593.693359
	Iteration 27Q: 3 clusters Score -1.010934e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78214 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -10109344.000000 Penalty: 5593.693359
	Iteration 28Q: 3 clusters Score -1.010934e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -10109352.000000 Penalty: 5593.693359
	Iteration 29Q: 3 clusters Score -1.010935e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78243 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -10109359.000000 Penalty: 5593.693359
	Iteration 30Q: 3 clusters Score -1.010936e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78253 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10109363.000000 Penalty: 5593.693359
	Iteration 31Q: 3 clusters Score -1.010936e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -10109376.000000 Penalty: 5593.693359
	Iteration 32Q: 3 clusters Score -1.010938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78273 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -10109374.000000 Penalty: 5593.693359
	Iteration 33Q: 3 clusters Score -1.010937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78279 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10109371.000000 Penalty: 5593.693359
	Iteration 34Q: 3 clusters Score -1.010937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78279 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10109365.000000 Penalty: 5593.693359
	Iteration 35Q: 3 clusters Score -1.010936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78280 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10109372.000000 Penalty: 5593.693359
	Iteration 36Q: 3 clusters Score -1.010937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78280 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10109372.000000 Penalty: 5593.693359
	Iteration 37F: 3 clusters Score -1.010937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94196 members 
Entering Unmasked Estep 
Score: -12012396.000000 Penalty: 2840.376953
	Iteration 0F: 2 clusters Score -1.20124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -11949577.000000 Penalty: 5680.753906
	Iteration 0F: 3 clusters Score -1.194958e+07 nChanged 44423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -11975274.000000 Penalty: 5680.753906
	Iteration 1F: 3 clusters Score -1.197527e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -11976943.000000 Penalty: 5680.753906
	Iteration 2Q: 3 clusters Score -1.197694e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -11979284.000000 Penalty: 5680.753906
	Iteration 3Q: 3 clusters Score -1.197928e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -11982778.000000 Penalty: 5680.753906
	Iteration 4F: 3 clusters Score -1.198278e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -11987310.000000 Penalty: 5680.753906
	Iteration 5F: 3 clusters Score -1.198731e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -11992127.000000 Penalty: 5680.753906
	Iteration 6F: 3 clusters Score -1.199213e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -11996446.000000 Penalty: 5680.753906
	Iteration 7F: 3 clusters Score -1.199645e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
Score: -11999565.000000 Penalty: 5680.753906
	Iteration 8F: 3 clusters Score -1.199956e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 61836 members 
Entering Unmasked Estep 
Score: -12001911.000000 Penalty: 5680.753906
	Iteration 9Q: 3 clusters Score -1.200191e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -12003663.000000 Penalty: 5680.753906
	Iteration 10Q: 3 clusters Score -1.200366e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 66177 members 
Entering Unmasked Estep 
Score: -12005034.000000 Penalty: 5680.753906
	Iteration 11Q: 3 clusters Score -1.200503e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 68209 members 
Entering Unmasked Estep 
Score: -12006111.000000 Penalty: 5680.753906
	Iteration 12Q: 3 clusters Score -1.200611e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 70102 members 
Entering Unmasked Estep 
Score: -12007064.000000 Penalty: 5680.753906
	Iteration 13Q: 3 clusters Score -1.200706e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 71830 members 
Entering Unmasked Estep 
Score: -12007933.000000 Penalty: 5680.753906
	Iteration 14Q: 3 clusters Score -1.200793e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -12008526.000000 Penalty: 5680.753906
	Iteration 15Q: 3 clusters Score -1.200853e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 74617 members 
Entering Unmasked Estep 
Score: -12009085.000000 Penalty: 5680.753906
	Iteration 16Q: 3 clusters Score -1.200908e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 75824 members 
Entering Unmasked Estep 
Score: -12009602.000000 Penalty: 5680.753906
	Iteration 17Q: 3 clusters Score -1.20096e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 76961 members 
Entering Unmasked Estep 
Score: -12010059.000000 Penalty: 5680.753906
	Iteration 18Q: 3 clusters Score -1.201006e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
Score: -12010556.000000 Penalty: 5680.753906
	Iteration 19Q: 3 clusters Score -1.201056e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 78928 members 
Entering Unmasked Estep 
Score: -12011057.000000 Penalty: 5680.753906
	Iteration 20F: 3 clusters Score -1.201106e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 79722 members 
Entering Unmasked Estep 
Score: -12011425.000000 Penalty: 5680.753906
	Iteration 21Q: 3 clusters Score -1.201142e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 80448 members 
Entering Unmasked Estep 
Score: -12011797.000000 Penalty: 5680.753906
	Iteration 22Q: 3 clusters Score -1.20118e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 81069 members 
Entering Unmasked Estep 
Score: -12012073.000000 Penalty: 5680.753906
	Iteration 23Q: 3 clusters Score -1.201207e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 81653 members 
Entering Unmasked Estep 
Score: -12012268.000000 Penalty: 5680.753906
	Iteration 24Q: 3 clusters Score -1.201227e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 82129 members 
Entering Unmasked Estep 
Score: -12012464.000000 Penalty: 5680.753906
	Iteration 25Q: 3 clusters Score -1.201246e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 82587 members 
Entering Unmasked Estep 
Score: -12012683.000000 Penalty: 5680.753906
	Iteration 26Q: 3 clusters Score -1.201268e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 82997 members 
Entering Unmasked Estep 
Score: -12012759.000000 Penalty: 5680.753906
	Iteration 27Q: 3 clusters Score -1.201276e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 83344 members 
Entering Unmasked Estep 
Score: -12012842.000000 Penalty: 5680.753906
	Iteration 28Q: 3 clusters Score -1.201284e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 83647 members 
Entering Unmasked Estep 
Score: -12012910.000000 Penalty: 5680.753906
	Iteration 29Q: 3 clusters Score -1.201291e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 83903 members 
Entering Unmasked Estep 
Score: -12012970.000000 Penalty: 5680.753906
	Iteration 30Q: 3 clusters Score -1.201297e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 84136 members 
Entering Unmasked Estep 
Score: -12013072.000000 Penalty: 5680.753906
	Iteration 31Q: 3 clusters Score -1.201307e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 84341 members 
Entering Unmasked Estep 
Score: -12013096.000000 Penalty: 5680.753906
	Iteration 32Q: 3 clusters Score -1.20131e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 84526 members 
Entering Unmasked Estep 
Score: -12013172.000000 Penalty: 5680.753906
	Iteration 33Q: 3 clusters Score -1.201317e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 84722 members 
Entering Unmasked Estep 
Score: -12013212.000000 Penalty: 5680.753906
	Iteration 34Q: 3 clusters Score -1.201321e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 84899 members 
Entering Unmasked Estep 
Score: -12013280.000000 Penalty: 5680.753906
	Iteration 35Q: 3 clusters Score -1.201328e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -12013319.000000 Penalty: 5680.753906
	Iteration 36Q: 3 clusters Score -1.201332e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 85218 members 
Entering Unmasked Estep 
Score: -12013330.000000 Penalty: 5680.753906
	Iteration 37Q: 3 clusters Score -1.201333e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 85361 members 
Entering Unmasked Estep 
Score: -12013357.000000 Penalty: 5680.753906
	Iteration 38Q: 3 clusters Score -1.201336e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 85498 members 
Entering Unmasked Estep 
Score: -12013378.000000 Penalty: 5680.753906
	Iteration 39Q: 3 clusters Score -1.201338e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 85616 members 
Entering Unmasked Estep 
Score: -12013397.000000 Penalty: 5680.753906
	Iteration 40F: 3 clusters Score -1.20134e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 85730 members 
Entering Unmasked Estep 
Score: -12013458.000000 Penalty: 5680.753906
	Iteration 41Q: 3 clusters Score -1.201346e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 85855 members 
Entering Unmasked Estep 
Score: -12013484.000000 Penalty: 5680.753906
	Iteration 42Q: 3 clusters Score -1.201348e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 85972 members 
Entering Unmasked Estep 
Score: -12013502.000000 Penalty: 5680.753906
	Iteration 43Q: 3 clusters Score -1.20135e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 86070 members 
Entering Unmasked Estep 
Score: -12013523.000000 Penalty: 5680.753906
	Iteration 44Q: 3 clusters Score -1.201352e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 86171 members 
Entering Unmasked Estep 
Score: -12013520.000000 Penalty: 5680.753906
	Iteration 45Q: 3 clusters Score -1.201352e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 86254 members 
Entering Unmasked Estep 
Score: -12013538.000000 Penalty: 5680.753906
	Iteration 46Q: 3 clusters Score -1.201354e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 86328 members 
Entering Unmasked Estep 
Score: -12013571.000000 Penalty: 5680.753906
	Iteration 47Q: 3 clusters Score -1.201357e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 86398 members 
Entering Unmasked Estep 
Score: -12013561.000000 Penalty: 5680.753906
	Iteration 48Q: 3 clusters Score -1.201356e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 86454 members 
Entering Unmasked Estep 
Score: -12013554.000000 Penalty: 5680.753906
	Iteration 49Q: 3 clusters Score -1.201355e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 86503 members 
Entering Unmasked Estep 
Score: -12013527.000000 Penalty: 5680.753906
	Iteration 50Q: 3 clusters Score -1.201353e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 86534 members 
Entering Unmasked Estep 
Score: -12013545.000000 Penalty: 5680.753906
	Iteration 51Q: 3 clusters Score -1.201354e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 86563 members 
Entering Unmasked Estep 
Score: -12013556.000000 Penalty: 5680.753906
	Iteration 52Q: 3 clusters Score -1.201356e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 86584 members 
Entering Unmasked Estep 
Score: -12013578.000000 Penalty: 5680.753906
	Iteration 53Q: 3 clusters Score -1.201358e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 86598 members 
Entering Unmasked Estep 
Score: -12013588.000000 Penalty: 5680.753906
	Iteration 54Q: 3 clusters Score -1.201359e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 86610 members 
Entering Unmasked Estep 
Score: -12013602.000000 Penalty: 5680.753906
	Iteration 55Q: 3 clusters Score -1.20136e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 86627 members 
Entering Unmasked Estep 
Score: -12013573.000000 Penalty: 5680.753906
	Iteration 56Q: 3 clusters Score -1.201357e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 86630 members 
Entering Unmasked Estep 
Score: -12013580.000000 Penalty: 5680.753906
	Iteration 57Q: 3 clusters Score -1.201358e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 86632 members 
Entering Unmasked Estep 
Score: -12013583.000000 Penalty: 5680.753906
	Iteration 58Q: 3 clusters Score -1.201358e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 86631 members 
Entering Unmasked Estep 
Score: -12013597.000000 Penalty: 5680.753906
	Iteration 59Q: 3 clusters Score -1.20136e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 86619 members 
Entering Unmasked Estep 
Score: -12013607.000000 Penalty: 5680.753906
	Iteration 60F: 3 clusters Score -1.201361e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 86610 members 
Entering Unmasked Estep 
Score: -12013626.000000 Penalty: 5680.753906
	Iteration 61Q: 3 clusters Score -1.201363e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 86579 members 
Entering Unmasked Estep 
Score: -12013652.000000 Penalty: 5680.753906
	Iteration 62Q: 3 clusters Score -1.201365e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 86556 members 
Entering Unmasked Estep 
Score: -12013703.000000 Penalty: 5680.753906
	Iteration 63Q: 3 clusters Score -1.20137e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 86510 members 
Entering Unmasked Estep 
Score: -12013801.000000 Penalty: 5680.753906
	Iteration 64Q: 3 clusters Score -1.20138e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 86447 members 
Entering Unmasked Estep 
Score: -12013841.000000 Penalty: 5680.753906
	Iteration 65Q: 3 clusters Score -1.201384e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 86365 members 
Entering Unmasked Estep 
Score: -12013891.000000 Penalty: 5680.753906
	Iteration 66Q: 3 clusters Score -1.201389e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 86267 members 
Entering Unmasked Estep 
Score: -12013918.000000 Penalty: 5680.753906
	Iteration 67Q: 3 clusters Score -1.201392e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 86158 members 
Entering Unmasked Estep 
Score: -12013964.000000 Penalty: 5680.753906
	Iteration 68Q: 3 clusters Score -1.201396e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 86058 members 
Entering Unmasked Estep 
Score: -12014038.000000 Penalty: 5680.753906
	Iteration 69Q: 3 clusters Score -1.201404e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 85960 members 
Entering Unmasked Estep 
Score: -12014082.000000 Penalty: 5680.753906
	Iteration 70Q: 3 clusters Score -1.201408e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 85811 members 
Entering Unmasked Estep 
Score: -12014235.000000 Penalty: 5680.753906
	Iteration 71Q: 3 clusters Score -1.201424e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 85618 members 
Entering Unmasked Estep 
Score: -12014307.000000 Penalty: 5680.753906
	Iteration 72Q: 3 clusters Score -1.201431e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 85354 members 
Entering Unmasked Estep 
Score: -12014526.000000 Penalty: 5680.753906
	Iteration 73Q: 3 clusters Score -1.201453e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -12014871.000000 Penalty: 5680.753906
	Iteration 74Q: 3 clusters Score -1.201487e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 84595 members 
Entering Unmasked Estep 
Score: -12015230.000000 Penalty: 5680.753906
	Iteration 75Q: 3 clusters Score -1.201523e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -12015559.000000 Penalty: 5680.753906
	Iteration 76Q: 3 clusters Score -1.201556e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 83636 members 
Entering Unmasked Estep 
Score: -12015964.000000 Penalty: 5680.753906
	Iteration 77Q: 3 clusters Score -1.201596e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -12016311.000000 Penalty: 5680.753906
	Iteration 78Q: 3 clusters Score -1.201631e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 82659 members 
Entering Unmasked Estep 
Score: -12016664.000000 Penalty: 5680.753906
	Iteration 79Q: 3 clusters Score -1.201666e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 82272 members 
Entering Unmasked Estep 
Score: -12017463.000000 Penalty: 5680.753906
	Iteration 80F: 3 clusters Score -1.201746e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 81587 members 
Entering Unmasked Estep 
Score: -12018275.000000 Penalty: 5680.753906
	Iteration 81Q: 3 clusters Score -1.201828e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 80914 members 
Entering Unmasked Estep 
Score: -12019054.000000 Penalty: 5680.753906
	Iteration 82Q: 3 clusters Score -1.201905e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 80247 members 
Entering Unmasked Estep 
Score: -12019858.000000 Penalty: 5680.753906
	Iteration 83Q: 3 clusters Score -1.201986e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -12020545.000000 Penalty: 5680.753906
	Iteration 84Q: 3 clusters Score -1.202054e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -12021121.000000 Penalty: 5680.753906
	Iteration 85Q: 3 clusters Score -1.202112e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 78756 members 
Entering Unmasked Estep 
Score: -12021431.000000 Penalty: 5680.753906
	Iteration 86Q: 3 clusters Score -1.202143e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 78425 members 
Entering Unmasked Estep 
Score: -12021598.000000 Penalty: 5680.753906
	Iteration 87Q: 3 clusters Score -1.20216e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -12021667.000000 Penalty: 5680.753906
	Iteration 88Q: 3 clusters Score -1.202167e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 77974 members 
Entering Unmasked Estep 
Score: -12021718.000000 Penalty: 5680.753906
	Iteration 89Q: 3 clusters Score -1.202172e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 77839 members 
Entering Unmasked Estep 
Score: -12021761.000000 Penalty: 5680.753906
	Iteration 90Q: 3 clusters Score -1.202176e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 77746 members 
Entering Unmasked Estep 
Score: -12021792.000000 Penalty: 5680.753906
	Iteration 91Q: 3 clusters Score -1.202179e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 77693 members 
Entering Unmasked Estep 
Score: -12021802.000000 Penalty: 5680.753906
	Iteration 92Q: 3 clusters Score -1.20218e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -12021785.000000 Penalty: 5680.753906
	Iteration 93Q: 3 clusters Score -1.202178e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 77598 members 
Entering Unmasked Estep 
Score: -12021794.000000 Penalty: 5680.753906
	Iteration 94Q: 3 clusters Score -1.202179e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -12021793.000000 Penalty: 5680.753906
	Iteration 95Q: 3 clusters Score -1.202179e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 77544 members 
Entering Unmasked Estep 
Score: -12021816.000000 Penalty: 5680.753906
	Iteration 96Q: 3 clusters Score -1.202182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 77526 members 
Entering Unmasked Estep 
Score: -12021815.000000 Penalty: 5680.753906
	Iteration 97Q: 3 clusters Score -1.202182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 77513 members 
Entering Unmasked Estep 
Score: -12021806.000000 Penalty: 5680.753906
	Iteration 98Q: 3 clusters Score -1.202181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 77503 members 
Entering Unmasked Estep 
Score: -12021794.000000 Penalty: 5680.753906
	Iteration 99Q: 3 clusters Score -1.202179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
Score: -12021820.000000 Penalty: 5680.753906
	Iteration 100F: 3 clusters Score -1.202182e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -12021829.000000 Penalty: 5680.753906
	Iteration 101Q: 3 clusters Score -1.202183e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 77443 members 
Entering Unmasked Estep 
Score: -12021816.000000 Penalty: 5680.753906
	Iteration 102Q: 3 clusters Score -1.202182e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 77421 members 
Entering Unmasked Estep 
Score: -12021817.000000 Penalty: 5680.753906
	Iteration 103Q: 3 clusters Score -1.202182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 77406 members 
Entering Unmasked Estep 
Score: -12021803.000000 Penalty: 5680.753906
	Iteration 104Q: 3 clusters Score -1.20218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 77392 members 
Entering Unmasked Estep 
Score: -12021807.000000 Penalty: 5680.753906
	Iteration 105Q: 3 clusters Score -1.202181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -12021806.000000 Penalty: 5680.753906
	Iteration 106Q: 3 clusters Score -1.202181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -12021809.000000 Penalty: 5680.753906
	Iteration 107Q: 3 clusters Score -1.202181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -12021813.000000 Penalty: 5680.753906
	Iteration 108Q: 3 clusters Score -1.202181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 77367 members 
Entering Unmasked Estep 
Score: -12021808.000000 Penalty: 5680.753906
	Iteration 109Q: 3 clusters Score -1.202181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -12021805.000000 Penalty: 5680.753906
	Iteration 110Q: 3 clusters Score -1.20218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 77362 members 
Entering Unmasked Estep 
Score: -12021803.000000 Penalty: 5680.753906
	Iteration 111Q: 3 clusters Score -1.20218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 77360 members 
Entering Unmasked Estep 
Score: -12021799.000000 Penalty: 5680.753906
	Iteration 112Q: 3 clusters Score -1.20218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 77358 members 
Entering Unmasked Estep 
Score: -12021801.000000 Penalty: 5680.753906
	Iteration 113Q: 3 clusters Score -1.20218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -12021796.000000 Penalty: 5680.753906
	Iteration 114Q: 3 clusters Score -1.20218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 77352 members 
Entering Unmasked Estep 
Score: -12021795.000000 Penalty: 5680.753906
	Iteration 115Q: 3 clusters Score -1.20218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 77350 members 
Entering Unmasked Estep 
Score: -12021794.000000 Penalty: 5680.753906
	Iteration 116Q: 3 clusters Score -1.202179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 77349 members 
Entering Unmasked Estep 
Score: -12021783.000000 Penalty: 5680.753906
	Iteration 117Q: 3 clusters Score -1.202178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -12021778.000000 Penalty: 5680.753906
	Iteration 118Q: 3 clusters Score -1.202178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -12021778.000000 Penalty: 5680.753906
	Iteration 119F: 3 clusters Score -1.202178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 15935 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 34003 members 
Mstep: Class 5 contains 2104 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 19619 members 
Mstep: Class 8 contains 17601 members 
Mstep: Class 9 contains 79032 members 
Mstep: Class 10 contains 16848 members 
Mstep: Class 11 contains 19915 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 18919 members 
Mstep: Class 14 contains 139153 members 
Mstep: Class 15 contains 26109 members 
Mstep: Class 16 contains 13565 members 
Mstep: Class 17 contains 68951 members 
Mstep: Class 18 contains 96982 members 
Mstep: Class 19 contains 205114 members 
Mstep: Class 20 contains 180423 members 
Mstep: Class 21 contains 3891 members 
Mstep: Class 22 contains 80183 members 
Mstep: Class 23 contains 11836 members 
Mstep: Class 24 contains 13811 members 
Mstep: Class 25 contains 37946 members 
Mstep: Class 26 contains 77348 members 
Entering Unmasked Estep 
Score: -150551072.000000 Penalty: 90329.101562
Splitting cluster 10 changes total score from -150541424.000000 to -150551072.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (19915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Entering Unmasked Estep 
Score: -2484256.000000 Penalty: 2455.008545
	Iteration 0F: 2 clusters Score -2484256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2470226.250000 Penalty: 4910.017090
	Iteration 0F: 3 clusters Score -2470226 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2475174.000000 Penalty: 4910.017090
	Iteration 1F: 3 clusters Score -2475174 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2475821.250000 Penalty: 4910.017090
	Iteration 2F: 3 clusters Score -2475821 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2476793.250000 Penalty: 4910.017090
	Iteration 3F: 3 clusters Score -2476793 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2478736.500000 Penalty: 4910.017090
	Iteration 4F: 3 clusters Score -2478736 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2482067.500000 Penalty: 4910.017090
	Iteration 5F: 3 clusters Score -2482068 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2485413.250000 Penalty: 4910.017090
	Iteration 6F: 3 clusters Score -2485413 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2487070.500000 Penalty: 4910.017090
	Iteration 7F: 3 clusters Score -2487070 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2487841.500000 Penalty: 4910.017090
	Iteration 8Q: 3 clusters Score -2487842 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2488245.500000 Penalty: 4910.017090
	Iteration 9Q: 3 clusters Score -2488246 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2488530.500000 Penalty: 4910.017090
	Iteration 10Q: 3 clusters Score -2488530 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2488731.000000 Penalty: 4910.017090
	Iteration 11Q: 3 clusters Score -2488731 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2488874.500000 Penalty: 4910.017090
	Iteration 12Q: 3 clusters Score -2488874 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2488976.000000 Penalty: 4910.017090
	Iteration 13Q: 3 clusters Score -2488976 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2489031.750000 Penalty: 4910.017090
	Iteration 14Q: 3 clusters Score -2489032 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2489072.500000 Penalty: 4910.017090
	Iteration 15Q: 3 clusters Score -2489072 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2489114.000000 Penalty: 4910.017090
	Iteration 16Q: 3 clusters Score -2489114 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2489162.000000 Penalty: 4910.017090
	Iteration 17Q: 3 clusters Score -2489162 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2489201.500000 Penalty: 4910.017090
	Iteration 18Q: 3 clusters Score -2489202 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2489228.750000 Penalty: 4910.017090
	Iteration 19Q: 3 clusters Score -2489229 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2489234.750000 Penalty: 4910.017090
	Iteration 20F: 3 clusters Score -2489235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2489237.250000 Penalty: 4910.017090
	Iteration 21Q: 3 clusters Score -2489237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2489248.250000 Penalty: 4910.017090
	Iteration 22Q: 3 clusters Score -2489248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2489249.250000 Penalty: 4910.017090
	Iteration 23Q: 3 clusters Score -2489249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2489259.750000 Penalty: 4910.017090
	Iteration 24Q: 3 clusters Score -2489260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2489259.750000 Penalty: 4910.017090
	Iteration 25Q: 3 clusters Score -2489260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2489280.000000 Penalty: 4910.017090
	Iteration 26Q: 3 clusters Score -2489280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2489283.500000 Penalty: 4910.017090
	Iteration 27Q: 3 clusters Score -2489284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2489292.750000 Penalty: 4910.017090
	Iteration 28Q: 3 clusters Score -2489293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2489300.750000 Penalty: 4910.017090
	Iteration 29Q: 3 clusters Score -2489301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2489304.250000 Penalty: 4910.017090
	Iteration 30Q: 3 clusters Score -2489304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2489307.000000 Penalty: 4910.017090
	Iteration 31Q: 3 clusters Score -2489307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2489317.750000 Penalty: 4910.017090
	Iteration 32Q: 3 clusters Score -2489318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2489317.000000 Penalty: 4910.017090
	Iteration 33Q: 3 clusters Score -2489317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2489323.250000 Penalty: 4910.017090
	Iteration 34Q: 3 clusters Score -2489323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2489327.000000 Penalty: 4910.017090
	Iteration 35Q: 3 clusters Score -2489327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2489352.750000 Penalty: 4910.017090
	Iteration 36Q: 3 clusters Score -2489353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2489367.750000 Penalty: 4910.017090
	Iteration 37Q: 3 clusters Score -2489368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2489378.500000 Penalty: 4910.017090
	Iteration 38Q: 3 clusters Score -2489378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2489401.250000 Penalty: 4910.017090
	Iteration 39Q: 3 clusters Score -2489401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2489407.250000 Penalty: 4910.017090
	Iteration 40F: 3 clusters Score -2489407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2489408.750000 Penalty: 4910.017090
	Iteration 41Q: 3 clusters Score -2489409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2489417.500000 Penalty: 4910.017090
	Iteration 42Q: 3 clusters Score -2489418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2489413.500000 Penalty: 4910.017090
	Iteration 43Q: 3 clusters Score -2489414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2489419.750000 Penalty: 4910.017090
	Iteration 44Q: 3 clusters Score -2489420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2489417.750000 Penalty: 4910.017090
	Iteration 45Q: 3 clusters Score -2489418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2489422.750000 Penalty: 4910.017090
	Iteration 46Q: 3 clusters Score -2489423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2489420.750000 Penalty: 4910.017090
	Iteration 47Q: 3 clusters Score -2489421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2489422.000000 Penalty: 4910.017090
	Iteration 48Q: 3 clusters Score -2489422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2489419.750000 Penalty: 4910.017090
	Iteration 49Q: 3 clusters Score -2489420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2489423.750000 Penalty: 4910.017090
	Iteration 50Q: 3 clusters Score -2489424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2489425.250000 Penalty: 4910.017090
	Iteration 51Q: 3 clusters Score -2489425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2489423.750000 Penalty: 4910.017090
	Iteration 52Q: 3 clusters Score -2489424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2489425.250000 Penalty: 4910.017090
	Iteration 53Q: 3 clusters Score -2489425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2489425.250000 Penalty: 4910.017090
	Iteration 54F: 3 clusters Score -2489425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 15935 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 34003 members 
Mstep: Class 5 contains 2104 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 19619 members 
Mstep: Class 8 contains 17601 members 
Mstep: Class 9 contains 79032 members 
Mstep: Class 10 contains 16848 members 
Mstep: Class 11 contains 5327 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 18919 members 
Mstep: Class 14 contains 139153 members 
Mstep: Class 15 contains 26109 members 
Mstep: Class 16 contains 13565 members 
Mstep: Class 17 contains 68951 members 
Mstep: Class 18 contains 96982 members 
Mstep: Class 19 contains 205114 members 
Mstep: Class 20 contains 180423 members 
Mstep: Class 21 contains 3891 members 
Mstep: Class 22 contains 80183 members 
Mstep: Class 23 contains 11836 members 
Mstep: Class 24 contains 13811 members 
Mstep: Class 25 contains 37946 members 
Mstep: Class 26 contains 77348 members 
Mstep: Class 27 contains 14588 members 
Entering Unmasked Estep 
Score: -150555504.000000 Penalty: 93803.296875
Splitting cluster 11 changes total score from -150541424.000000 to -150555504.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (12730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Entering Unmasked Estep 
Score: -1526095.625000 Penalty: 2344.025635
	Iteration 0F: 2 clusters Score -1526096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1516722.625000 Penalty: 4688.051270
	Iteration 0F: 3 clusters Score -1516723 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1519800.375000 Penalty: 4688.051270
	Iteration 1F: 3 clusters Score -1519800 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1520579.750000 Penalty: 4688.051270
	Iteration 2F: 3 clusters Score -1520580 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1521504.125000 Penalty: 4688.051270
	Iteration 3F: 3 clusters Score -1521504 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1522498.875000 Penalty: 4688.051270
	Iteration 4F: 3 clusters Score -1522499 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1523352.750000 Penalty: 4688.051270
	Iteration 5F: 3 clusters Score -1523353 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1523918.375000 Penalty: 4688.051270
	Iteration 6F: 3 clusters Score -1523918 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1524279.500000 Penalty: 4688.051270
	Iteration 7Q: 3 clusters Score -1524280 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1524518.875000 Penalty: 4688.051270
	Iteration 8Q: 3 clusters Score -1524519 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1524659.125000 Penalty: 4688.051270
	Iteration 9Q: 3 clusters Score -1524659 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1524785.000000 Penalty: 4688.051270
	Iteration 10Q: 3 clusters Score -1524785 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1524876.375000 Penalty: 4688.051270
	Iteration 11Q: 3 clusters Score -1524876 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1524950.375000 Penalty: 4688.051270
	Iteration 12Q: 3 clusters Score -1524950 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1525007.000000 Penalty: 4688.051270
	Iteration 13Q: 3 clusters Score -1525007 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1525054.750000 Penalty: 4688.051270
	Iteration 14Q: 3 clusters Score -1525055 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1525087.000000 Penalty: 4688.051270
	Iteration 15Q: 3 clusters Score -1525087 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1525127.125000 Penalty: 4688.051270
	Iteration 16Q: 3 clusters Score -1525127 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1525161.125000 Penalty: 4688.051270
	Iteration 17Q: 3 clusters Score -1525161 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1525194.375000 Penalty: 4688.051270
	Iteration 18Q: 3 clusters Score -1525194 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1525213.375000 Penalty: 4688.051270
	Iteration 19Q: 3 clusters Score -1525213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1525233.750000 Penalty: 4688.051270
	Iteration 20F: 3 clusters Score -1525234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1525252.125000 Penalty: 4688.051270
	Iteration 21Q: 3 clusters Score -1525252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1525254.625000 Penalty: 4688.051270
	Iteration 22Q: 3 clusters Score -1525255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1525259.500000 Penalty: 4688.051270
	Iteration 23Q: 3 clusters Score -1525260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1525267.250000 Penalty: 4688.051270
	Iteration 24Q: 3 clusters Score -1525267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1525274.000000 Penalty: 4688.051270
	Iteration 25Q: 3 clusters Score -1525274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1525280.125000 Penalty: 4688.051270
	Iteration 26Q: 3 clusters Score -1525280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1525281.500000 Penalty: 4688.051270
	Iteration 27Q: 3 clusters Score -1525282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1525281.250000 Penalty: 4688.051270
	Iteration 28Q: 3 clusters Score -1525281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1525281.250000 Penalty: 4688.051270
	Iteration 29F: 3 clusters Score -1525281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Entering Unmasked Estep 
Score: -2272155.500000 Penalty: 2442.284668
	Iteration 0F: 2 clusters Score -2272156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2258939.000000 Penalty: 4884.569336
	Iteration 0F: 3 clusters Score -2258939 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2263693.250000 Penalty: 4884.569336
	Iteration 1F: 3 clusters Score -2263693 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2264301.250000 Penalty: 4884.569336
	Iteration 2F: 3 clusters Score -2264301 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2264864.250000 Penalty: 4884.569336
	Iteration 3F: 3 clusters Score -2264864 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2265422.500000 Penalty: 4884.569336
	Iteration 4F: 3 clusters Score -2265422 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2266003.500000 Penalty: 4884.569336
	Iteration 5F: 3 clusters Score -2266004 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2266614.250000 Penalty: 4884.569336
	Iteration 6F: 3 clusters Score -2266614 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2267285.000000 Penalty: 4884.569336
	Iteration 7F: 3 clusters Score -2267285 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2267959.000000 Penalty: 4884.569336
	Iteration 8F: 3 clusters Score -2267959 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2268607.000000 Penalty: 4884.569336
	Iteration 9Q: 3 clusters Score -2268607 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2269169.500000 Penalty: 4884.569336
	Iteration 10Q: 3 clusters Score -2269170 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2269604.250000 Penalty: 4884.569336
	Iteration 11Q: 3 clusters Score -2269604 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2269973.000000 Penalty: 4884.569336
	Iteration 12Q: 3 clusters Score -2269973 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2270279.750000 Penalty: 4884.569336
	Iteration 13Q: 3 clusters Score -2270280 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2270506.500000 Penalty: 4884.569336
	Iteration 14Q: 3 clusters Score -2270506 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2270686.250000 Penalty: 4884.569336
	Iteration 15Q: 3 clusters Score -2270686 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2270843.750000 Penalty: 4884.569336
	Iteration 16Q: 3 clusters Score -2270844 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2270929.500000 Penalty: 4884.569336
	Iteration 17Q: 3 clusters Score -2270930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2270973.000000 Penalty: 4884.569336
	Iteration 18Q: 3 clusters Score -2270973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2271000.500000 Penalty: 4884.569336
	Iteration 19Q: 3 clusters Score -2271000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2271025.250000 Penalty: 4884.569336
	Iteration 20F: 3 clusters Score -2271025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2271043.250000 Penalty: 4884.569336
	Iteration 21Q: 3 clusters Score -2271043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2271053.500000 Penalty: 4884.569336
	Iteration 22Q: 3 clusters Score -2271054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2271063.750000 Penalty: 4884.569336
	Iteration 23Q: 3 clusters Score -2271064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2271070.000000 Penalty: 4884.569336
	Iteration 24Q: 3 clusters Score -2271070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2271077.750000 Penalty: 4884.569336
	Iteration 25Q: 3 clusters Score -2271078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2271086.000000 Penalty: 4884.569336
	Iteration 26Q: 3 clusters Score -2271086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2271090.750000 Penalty: 4884.569336
	Iteration 27Q: 3 clusters Score -2271091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2271096.000000 Penalty: 4884.569336
	Iteration 28Q: 3 clusters Score -2271096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2271099.750000 Penalty: 4884.569336
	Iteration 29Q: 3 clusters Score -2271100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2271100.250000 Penalty: 4884.569336
	Iteration 30Q: 3 clusters Score -2271100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2271105.750000 Penalty: 4884.569336
	Iteration 31Q: 3 clusters Score -2271106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2271106.000000 Penalty: 4884.569336
	Iteration 32Q: 3 clusters Score -2271106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2271110.500000 Penalty: 4884.569336
	Iteration 33Q: 3 clusters Score -2271110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2271113.000000 Penalty: 4884.569336
	Iteration 34Q: 3 clusters Score -2271113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2271118.000000 Penalty: 4884.569336
	Iteration 35Q: 3 clusters Score -2271118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2271118.250000 Penalty: 4884.569336
	Iteration 36Q: 3 clusters Score -2271118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2271118.250000 Penalty: 4884.569336
	Iteration 37F: 3 clusters Score -2271118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (139153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139153 members 
Entering Unmasked Estep 
Score: -17821970.000000 Penalty: 2937.145752
	Iteration 0F: 2 clusters Score -1.782197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69642 members 
Mstep: Class 2 contains 69511 members 
Entering Unmasked Estep 
Score: -17729524.000000 Penalty: 5874.291504
	Iteration 0F: 3 clusters Score -1.772952e+07 nChanged 66254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 69903 members 
Entering Unmasked Estep 
Score: -17767890.000000 Penalty: 5874.291504
	Iteration 1F: 3 clusters Score -1.776789e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -17769108.000000 Penalty: 5874.291504
	Iteration 2Q: 3 clusters Score -1.776911e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68128 members 
Mstep: Class 2 contains 71025 members 
Entering Unmasked Estep 
Score: -17770936.000000 Penalty: 5874.291504
	Iteration 3Q: 3 clusters Score -1.777094e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66980 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -17773882.000000 Penalty: 5874.291504
	Iteration 4Q: 3 clusters Score -1.777388e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -17777766.000000 Penalty: 5874.291504
	Iteration 5F: 3 clusters Score -1.777777e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 76515 members 
Entering Unmasked Estep 
Score: -17782886.000000 Penalty: 5874.291504
	Iteration 6F: 3 clusters Score -1.778289e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -17788336.000000 Penalty: 5874.291504
	Iteration 7F: 3 clusters Score -1.778834e+07 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 82846 members 
Entering Unmasked Estep 
Score: -17793370.000000 Penalty: 5874.291504
	Iteration 8F: 3 clusters Score -1.779337e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 85985 members 
Entering Unmasked Estep 
Score: -17797814.000000 Penalty: 5874.291504
	Iteration 9F: 3 clusters Score -1.779781e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 88960 members 
Entering Unmasked Estep 
Score: -17801832.000000 Penalty: 5874.291504
	Iteration 10Q: 3 clusters Score -1.780183e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 91687 members 
Entering Unmasked Estep 
Score: -17805284.000000 Penalty: 5874.291504
	Iteration 11Q: 3 clusters Score -1.780528e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 94122 members 
Entering Unmasked Estep 
Score: -17807730.000000 Penalty: 5874.291504
	Iteration 12Q: 3 clusters Score -1.780773e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 96190 members 
Entering Unmasked Estep 
Score: -17809118.000000 Penalty: 5874.291504
	Iteration 13Q: 3 clusters Score -1.780912e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 98050 members 
Entering Unmasked Estep 
Score: -17809892.000000 Penalty: 5874.291504
	Iteration 14Q: 3 clusters Score -1.780989e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 99877 members 
Entering Unmasked Estep 
Score: -17810742.000000 Penalty: 5874.291504
	Iteration 15Q: 3 clusters Score -1.781074e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 101526 members 
Entering Unmasked Estep 
Score: -17811436.000000 Penalty: 5874.291504
	Iteration 16Q: 3 clusters Score -1.781144e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 103062 members 
Entering Unmasked Estep 
Score: -17812098.000000 Penalty: 5874.291504
	Iteration 17Q: 3 clusters Score -1.78121e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 104463 members 
Entering Unmasked Estep 
Score: -17812596.000000 Penalty: 5874.291504
	Iteration 18Q: 3 clusters Score -1.78126e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 105804 members 
Entering Unmasked Estep 
Score: -17812938.000000 Penalty: 5874.291504
	Iteration 19Q: 3 clusters Score -1.781294e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 107019 members 
Entering Unmasked Estep 
Score: -17813218.000000 Penalty: 5874.291504
	Iteration 20F: 3 clusters Score -1.781322e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 108165 members 
Entering Unmasked Estep 
Score: -17813420.000000 Penalty: 5874.291504
	Iteration 21Q: 3 clusters Score -1.781342e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 109276 members 
Entering Unmasked Estep 
Score: -17813710.000000 Penalty: 5874.291504
	Iteration 22Q: 3 clusters Score -1.781371e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 110354 members 
Entering Unmasked Estep 
Score: -17813856.000000 Penalty: 5874.291504
	Iteration 23Q: 3 clusters Score -1.781386e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 111386 members 
Entering Unmasked Estep 
Score: -17814046.000000 Penalty: 5874.291504
	Iteration 24Q: 3 clusters Score -1.781405e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 112350 members 
Entering Unmasked Estep 
Score: -17814250.000000 Penalty: 5874.291504
	Iteration 25Q: 3 clusters Score -1.781425e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 113357 members 
Entering Unmasked Estep 
Score: -17814408.000000 Penalty: 5874.291504
	Iteration 26Q: 3 clusters Score -1.781441e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 114353 members 
Entering Unmasked Estep 
Score: -17814562.000000 Penalty: 5874.291504
	Iteration 27Q: 3 clusters Score -1.781456e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 115360 members 
Entering Unmasked Estep 
Score: -17814840.000000 Penalty: 5874.291504
	Iteration 28Q: 3 clusters Score -1.781484e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 116367 members 
Entering Unmasked Estep 
Score: -17815020.000000 Penalty: 5874.291504
	Iteration 29Q: 3 clusters Score -1.781502e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 117419 members 
Entering Unmasked Estep 
Score: -17815230.000000 Penalty: 5874.291504
	Iteration 30Q: 3 clusters Score -1.781523e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 118436 members 
Entering Unmasked Estep 
Score: -17815526.000000 Penalty: 5874.291504
	Iteration 31Q: 3 clusters Score -1.781553e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 119423 members 
Entering Unmasked Estep 
Score: -17815756.000000 Penalty: 5874.291504
	Iteration 32Q: 3 clusters Score -1.781576e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 120407 members 
Entering Unmasked Estep 
Score: -17815934.000000 Penalty: 5874.291504
	Iteration 33Q: 3 clusters Score -1.781593e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 121435 members 
Entering Unmasked Estep 
Score: -17816200.000000 Penalty: 5874.291504
	Iteration 34Q: 3 clusters Score -1.78162e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 122441 members 
Entering Unmasked Estep 
Score: -17816442.000000 Penalty: 5874.291504
	Iteration 35Q: 3 clusters Score -1.781644e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 123416 members 
Entering Unmasked Estep 
Score: -17816780.000000 Penalty: 5874.291504
	Iteration 36Q: 3 clusters Score -1.781678e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 124370 members 
Entering Unmasked Estep 
Score: -17817000.000000 Penalty: 5874.291504
	Iteration 37Q: 3 clusters Score -1.7817e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 125266 members 
Entering Unmasked Estep 
Score: -17817204.000000 Penalty: 5874.291504
	Iteration 38Q: 3 clusters Score -1.78172e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 126096 members 
Entering Unmasked Estep 
Score: -17817404.000000 Penalty: 5874.291504
	Iteration 39Q: 3 clusters Score -1.78174e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 126896 members 
Entering Unmasked Estep 
Score: -17817668.000000 Penalty: 5874.291504
	Iteration 40F: 3 clusters Score -1.781767e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 127685 members 
Entering Unmasked Estep 
Score: -17817890.000000 Penalty: 5874.291504
	Iteration 41Q: 3 clusters Score -1.781789e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 128477 members 
Entering Unmasked Estep 
Score: -17818132.000000 Penalty: 5874.291504
	Iteration 42Q: 3 clusters Score -1.781813e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 129195 members 
Entering Unmasked Estep 
Score: -17818434.000000 Penalty: 5874.291504
	Iteration 43Q: 3 clusters Score -1.781843e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 129834 members 
Entering Unmasked Estep 
Score: -17818714.000000 Penalty: 5874.291504
	Iteration 44Q: 3 clusters Score -1.781871e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 130418 members 
Entering Unmasked Estep 
Score: -17818958.000000 Penalty: 5874.291504
	Iteration 45Q: 3 clusters Score -1.781896e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 130932 members 
Entering Unmasked Estep 
Score: -17819132.000000 Penalty: 5874.291504
	Iteration 46Q: 3 clusters Score -1.781913e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 131389 members 
Entering Unmasked Estep 
Score: -17819224.000000 Penalty: 5874.291504
	Iteration 47Q: 3 clusters Score -1.781922e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 131809 members 
Entering Unmasked Estep 
Score: -17819324.000000 Penalty: 5874.291504
	Iteration 48Q: 3 clusters Score -1.781932e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 132179 members 
Entering Unmasked Estep 
Score: -17819386.000000 Penalty: 5874.291504
	Iteration 49Q: 3 clusters Score -1.781939e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 132500 members 
Entering Unmasked Estep 
Score: -17819490.000000 Penalty: 5874.291504
	Iteration 50Q: 3 clusters Score -1.781949e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 132811 members 
Entering Unmasked Estep 
Score: -17819568.000000 Penalty: 5874.291504
	Iteration 51Q: 3 clusters Score -1.781957e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 133111 members 
Entering Unmasked Estep 
Score: -17819648.000000 Penalty: 5874.291504
	Iteration 52Q: 3 clusters Score -1.781965e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 133364 members 
Entering Unmasked Estep 
Score: -17819676.000000 Penalty: 5874.291504
	Iteration 53Q: 3 clusters Score -1.781968e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 133602 members 
Entering Unmasked Estep 
Score: -17819710.000000 Penalty: 5874.291504
	Iteration 54Q: 3 clusters Score -1.781971e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 133799 members 
Entering Unmasked Estep 
Score: -17819760.000000 Penalty: 5874.291504
	Iteration 55Q: 3 clusters Score -1.781976e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 133994 members 
Entering Unmasked Estep 
Score: -17819790.000000 Penalty: 5874.291504
	Iteration 56Q: 3 clusters Score -1.781979e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 134150 members 
Entering Unmasked Estep 
Score: -17819834.000000 Penalty: 5874.291504
	Iteration 57Q: 3 clusters Score -1.781983e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 134280 members 
Entering Unmasked Estep 
Score: -17819812.000000 Penalty: 5874.291504
	Iteration 58Q: 3 clusters Score -1.781981e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 134380 members 
Entering Unmasked Estep 
Score: -17819872.000000 Penalty: 5874.291504
	Iteration 59Q: 3 clusters Score -1.781987e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 134458 members 
Entering Unmasked Estep 
Score: -17819856.000000 Penalty: 5874.291504
	Iteration 60F: 3 clusters Score -1.781986e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 134524 members 
Entering Unmasked Estep 
Score: -17819888.000000 Penalty: 5874.291504
	Iteration 61Q: 3 clusters Score -1.781989e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 134597 members 
Entering Unmasked Estep 
Score: -17819908.000000 Penalty: 5874.291504
	Iteration 62Q: 3 clusters Score -1.781991e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 134677 members 
Entering Unmasked Estep 
Score: -17819930.000000 Penalty: 5874.291504
	Iteration 63Q: 3 clusters Score -1.781993e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 134740 members 
Entering Unmasked Estep 
Score: -17819924.000000 Penalty: 5874.291504
	Iteration 64Q: 3 clusters Score -1.781992e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 134804 members 
Entering Unmasked Estep 
Score: -17819962.000000 Penalty: 5874.291504
	Iteration 65Q: 3 clusters Score -1.781996e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 134870 members 
Entering Unmasked Estep 
Score: -17819940.000000 Penalty: 5874.291504
	Iteration 66Q: 3 clusters Score -1.781994e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 134939 members 
Entering Unmasked Estep 
Score: -17819938.000000 Penalty: 5874.291504
	Iteration 67Q: 3 clusters Score -1.781994e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 134988 members 
Entering Unmasked Estep 
Score: -17819946.000000 Penalty: 5874.291504
	Iteration 68Q: 3 clusters Score -1.781995e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 135033 members 
Entering Unmasked Estep 
Score: -17819966.000000 Penalty: 5874.291504
	Iteration 69Q: 3 clusters Score -1.781997e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 135075 members 
Entering Unmasked Estep 
Score: -17819978.000000 Penalty: 5874.291504
	Iteration 70Q: 3 clusters Score -1.781998e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 135122 members 
Entering Unmasked Estep 
Score: -17819980.000000 Penalty: 5874.291504
	Iteration 71Q: 3 clusters Score -1.781998e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 135172 members 
Entering Unmasked Estep 
Score: -17819984.000000 Penalty: 5874.291504
	Iteration 72Q: 3 clusters Score -1.781998e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 135219 members 
Entering Unmasked Estep 
Score: -17820020.000000 Penalty: 5874.291504
	Iteration 73Q: 3 clusters Score -1.782002e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 135269 members 
Entering Unmasked Estep 
Score: -17820046.000000 Penalty: 5874.291504
	Iteration 74Q: 3 clusters Score -1.782005e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 135317 members 
Entering Unmasked Estep 
Score: -17820064.000000 Penalty: 5874.291504
	Iteration 75Q: 3 clusters Score -1.782006e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 135358 members 
Entering Unmasked Estep 
Score: -17820080.000000 Penalty: 5874.291504
	Iteration 76Q: 3 clusters Score -1.782008e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 135399 members 
Entering Unmasked Estep 
Score: -17820080.000000 Penalty: 5874.291504
	Iteration 77Q: 3 clusters Score -1.782008e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 135428 members 
Entering Unmasked Estep 
Score: -17820094.000000 Penalty: 5874.291504
	Iteration 78Q: 3 clusters Score -1.782009e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 135455 members 
Entering Unmasked Estep 
Score: -17820094.000000 Penalty: 5874.291504
	Iteration 79Q: 3 clusters Score -1.782009e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 135476 members 
Entering Unmasked Estep 
Score: -17820098.000000 Penalty: 5874.291504
	Iteration 80F: 3 clusters Score -1.78201e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 135494 members 
Entering Unmasked Estep 
Score: -17820090.000000 Penalty: 5874.291504
	Iteration 81Q: 3 clusters Score -1.782009e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 135518 members 
Entering Unmasked Estep 
Score: -17820096.000000 Penalty: 5874.291504
	Iteration 82Q: 3 clusters Score -1.78201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 135534 members 
Entering Unmasked Estep 
Score: -17820108.000000 Penalty: 5874.291504
	Iteration 83Q: 3 clusters Score -1.782011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 135554 members 
Entering Unmasked Estep 
Score: -17820114.000000 Penalty: 5874.291504
	Iteration 84Q: 3 clusters Score -1.782011e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 135582 members 
Entering Unmasked Estep 
Score: -17820130.000000 Penalty: 5874.291504
	Iteration 85Q: 3 clusters Score -1.782013e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 135603 members 
Entering Unmasked Estep 
Score: -17820132.000000 Penalty: 5874.291504
	Iteration 86Q: 3 clusters Score -1.782013e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 135622 members 
Entering Unmasked Estep 
Score: -17820116.000000 Penalty: 5874.291504
	Iteration 87Q: 3 clusters Score -1.782012e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 135639 members 
Entering Unmasked Estep 
Score: -17820106.000000 Penalty: 5874.291504
	Iteration 88Q: 3 clusters Score -1.782011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 135651 members 
Entering Unmasked Estep 
Score: -17820110.000000 Penalty: 5874.291504
	Iteration 89Q: 3 clusters Score -1.782011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 135667 members 
Entering Unmasked Estep 
Score: -17820112.000000 Penalty: 5874.291504
	Iteration 90Q: 3 clusters Score -1.782011e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 135686 members 
Entering Unmasked Estep 
Score: -17820124.000000 Penalty: 5874.291504
	Iteration 91Q: 3 clusters Score -1.782012e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 135704 members 
Entering Unmasked Estep 
Score: -17820120.000000 Penalty: 5874.291504
	Iteration 92Q: 3 clusters Score -1.782012e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 135719 members 
Entering Unmasked Estep 
Score: -17820128.000000 Penalty: 5874.291504
	Iteration 93Q: 3 clusters Score -1.782013e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 135732 members 
Entering Unmasked Estep 
Score: -17820134.000000 Penalty: 5874.291504
	Iteration 94Q: 3 clusters Score -1.782013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 135748 members 
Entering Unmasked Estep 
Score: -17820154.000000 Penalty: 5874.291504
	Iteration 95Q: 3 clusters Score -1.782015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 135758 members 
Entering Unmasked Estep 
Score: -17820154.000000 Penalty: 5874.291504
	Iteration 96Q: 3 clusters Score -1.782015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 135771 members 
Entering Unmasked Estep 
Score: -17820166.000000 Penalty: 5874.291504
	Iteration 97Q: 3 clusters Score -1.782017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 135786 members 
Entering Unmasked Estep 
Score: -17820122.000000 Penalty: 5874.291504
	Iteration 98Q: 3 clusters Score -1.782012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 135798 members 
Entering Unmasked Estep 
Score: -17820128.000000 Penalty: 5874.291504
	Iteration 99Q: 3 clusters Score -1.782013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 135810 members 
Entering Unmasked Estep 
Score: -17820120.000000 Penalty: 5874.291504
	Iteration 100F: 3 clusters Score -1.782012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 135824 members 
Entering Unmasked Estep 
Score: -17820106.000000 Penalty: 5874.291504
	Iteration 101Q: 3 clusters Score -1.782011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 135836 members 
Entering Unmasked Estep 
Score: -17820130.000000 Penalty: 5874.291504
	Iteration 102Q: 3 clusters Score -1.782013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 135847 members 
Entering Unmasked Estep 
Score: -17820118.000000 Penalty: 5874.291504
	Iteration 103Q: 3 clusters Score -1.782012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 135857 members 
Entering Unmasked Estep 
Score: -17820126.000000 Penalty: 5874.291504
	Iteration 104Q: 3 clusters Score -1.782013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 135866 members 
Entering Unmasked Estep 
Score: -17820130.000000 Penalty: 5874.291504
	Iteration 105Q: 3 clusters Score -1.782013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 135873 members 
Entering Unmasked Estep 
Score: -17820120.000000 Penalty: 5874.291504
	Iteration 106Q: 3 clusters Score -1.782012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 135880 members 
Entering Unmasked Estep 
Score: -17820130.000000 Penalty: 5874.291504
	Iteration 107Q: 3 clusters Score -1.782013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 135892 members 
Entering Unmasked Estep 
Score: -17820128.000000 Penalty: 5874.291504
	Iteration 108Q: 3 clusters Score -1.782013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 135901 members 
Entering Unmasked Estep 
Score: -17820136.000000 Penalty: 5874.291504
	Iteration 109Q: 3 clusters Score -1.782014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 135907 members 
Entering Unmasked Estep 
Score: -17820134.000000 Penalty: 5874.291504
	Iteration 110Q: 3 clusters Score -1.782013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 135911 members 
Entering Unmasked Estep 
Score: -17820116.000000 Penalty: 5874.291504
	Iteration 111Q: 3 clusters Score -1.782012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 135919 members 
Entering Unmasked Estep 
Score: -17820120.000000 Penalty: 5874.291504
	Iteration 112Q: 3 clusters Score -1.782012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 135926 members 
Entering Unmasked Estep 
Score: -17820128.000000 Penalty: 5874.291504
	Iteration 113Q: 3 clusters Score -1.782013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 135926 members 
Entering Unmasked Estep 
Score: -17820132.000000 Penalty: 5874.291504
	Iteration 114Q: 3 clusters Score -1.782013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 135929 members 
Entering Unmasked Estep 
Score: -17820128.000000 Penalty: 5874.291504
	Iteration 115Q: 3 clusters Score -1.782013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 135932 members 
Entering Unmasked Estep 
Score: -17820122.000000 Penalty: 5874.291504
	Iteration 116Q: 3 clusters Score -1.782012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 135937 members 
Entering Unmasked Estep 
Score: -17820120.000000 Penalty: 5874.291504
	Iteration 117Q: 3 clusters Score -1.782012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 135938 members 
Entering Unmasked Estep 
Score: -17820134.000000 Penalty: 5874.291504
	Iteration 118Q: 3 clusters Score -1.782013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 135945 members 
Entering Unmasked Estep 
Score: -17820132.000000 Penalty: 5874.291504
	Iteration 119Q: 3 clusters Score -1.782013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 135953 members 
Entering Unmasked Estep 
Score: -17820122.000000 Penalty: 5874.291504
	Iteration 120F: 3 clusters Score -1.782012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 135960 members 
Entering Unmasked Estep 
Score: -17820134.000000 Penalty: 5874.291504
	Iteration 121Q: 3 clusters Score -1.782013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 135971 members 
Entering Unmasked Estep 
Score: -17820134.000000 Penalty: 5874.291504
	Iteration 122Q: 3 clusters Score -1.782013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 135976 members 
Entering Unmasked Estep 
Score: -17820124.000000 Penalty: 5874.291504
	Iteration 123Q: 3 clusters Score -1.782012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 135984 members 
Entering Unmasked Estep 
Score: -17820138.000000 Penalty: 5874.291504
	Iteration 124Q: 3 clusters Score -1.782014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 135990 members 
Entering Unmasked Estep 
Score: -17820138.000000 Penalty: 5874.291504
	Iteration 125Q: 3 clusters Score -1.782014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 135995 members 
Entering Unmasked Estep 
Score: -17820146.000000 Penalty: 5874.291504
	Iteration 126Q: 3 clusters Score -1.782015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 136002 members 
Entering Unmasked Estep 
Score: -17820136.000000 Penalty: 5874.291504
	Iteration 127Q: 3 clusters Score -1.782014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 136008 members 
Entering Unmasked Estep 
Score: -17820134.000000 Penalty: 5874.291504
	Iteration 128Q: 3 clusters Score -1.782013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 136015 members 
Entering Unmasked Estep 
Score: -17820132.000000 Penalty: 5874.291504
	Iteration 129Q: 3 clusters Score -1.782013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 136018 members 
Entering Unmasked Estep 
Score: -17820124.000000 Penalty: 5874.291504
	Iteration 130Q: 3 clusters Score -1.782012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 136022 members 
Entering Unmasked Estep 
Score: -17820134.000000 Penalty: 5874.291504
	Iteration 131Q: 3 clusters Score -1.782013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 136027 members 
Entering Unmasked Estep 
Score: -17820140.000000 Penalty: 5874.291504
	Iteration 132Q: 3 clusters Score -1.782014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 136029 members 
Entering Unmasked Estep 
Score: -17820148.000000 Penalty: 5874.291504
	Iteration 133Q: 3 clusters Score -1.782015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 136032 members 
Entering Unmasked Estep 
Score: -17820132.000000 Penalty: 5874.291504
	Iteration 134Q: 3 clusters Score -1.782013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 136036 members 
Entering Unmasked Estep 
Score: -17820140.000000 Penalty: 5874.291504
	Iteration 135Q: 3 clusters Score -1.782014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 136046 members 
Entering Unmasked Estep 
Score: -17820130.000000 Penalty: 5874.291504
	Iteration 136Q: 3 clusters Score -1.782013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 136059 members 
Entering Unmasked Estep 
Score: -17820160.000000 Penalty: 5874.291504
	Iteration 137Q: 3 clusters Score -1.782016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 136074 members 
Entering Unmasked Estep 
Score: -17820136.000000 Penalty: 5874.291504
	Iteration 138Q: 3 clusters Score -1.782014e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 136090 members 
Entering Unmasked Estep 
Score: -17820144.000000 Penalty: 5874.291504
	Iteration 139Q: 3 clusters Score -1.782014e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 136108 members 
Entering Unmasked Estep 
Score: -17820144.000000 Penalty: 5874.291504
	Iteration 140F: 3 clusters Score -1.782014e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 136133 members 
Entering Unmasked Estep 
Score: -17820144.000000 Penalty: 5874.291504
	Iteration 141Q: 3 clusters Score -1.782014e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 136150 members 
Entering Unmasked Estep 
Score: -17820154.000000 Penalty: 5874.291504
	Iteration 142Q: 3 clusters Score -1.782015e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 136167 members 
Entering Unmasked Estep 
Score: -17820160.000000 Penalty: 5874.291504
	Iteration 143Q: 3 clusters Score -1.782016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 136176 members 
Entering Unmasked Estep 
Score: -17820168.000000 Penalty: 5874.291504
	Iteration 144Q: 3 clusters Score -1.782017e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 136188 members 
Entering Unmasked Estep 
Score: -17820168.000000 Penalty: 5874.291504
	Iteration 145Q: 3 clusters Score -1.782017e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 136200 members 
Entering Unmasked Estep 
Score: -17820184.000000 Penalty: 5874.291504
	Iteration 146Q: 3 clusters Score -1.782018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 136216 members 
Entering Unmasked Estep 
Score: -17820186.000000 Penalty: 5874.291504
	Iteration 147Q: 3 clusters Score -1.782019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 136228 members 
Entering Unmasked Estep 
Score: -17820202.000000 Penalty: 5874.291504
	Iteration 148Q: 3 clusters Score -1.78202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 136239 members 
Entering Unmasked Estep 
Score: -17820192.000000 Penalty: 5874.291504
	Iteration 149Q: 3 clusters Score -1.782019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 136246 members 
Entering Unmasked Estep 
Score: -17820186.000000 Penalty: 5874.291504
	Iteration 150Q: 3 clusters Score -1.782019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 136249 members 
Entering Unmasked Estep 
Score: -17820198.000000 Penalty: 5874.291504
	Iteration 151Q: 3 clusters Score -1.78202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 136253 members 
Entering Unmasked Estep 
Score: -17820200.000000 Penalty: 5874.291504
	Iteration 152Q: 3 clusters Score -1.78202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 136259 members 
Entering Unmasked Estep 
Score: -17820188.000000 Penalty: 5874.291504
	Iteration 153Q: 3 clusters Score -1.782019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 136265 members 
Entering Unmasked Estep 
Score: -17820168.000000 Penalty: 5874.291504
	Iteration 154Q: 3 clusters Score -1.782017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 136268 members 
Entering Unmasked Estep 
Score: -17820164.000000 Penalty: 5874.291504
	Iteration 155Q: 3 clusters Score -1.782016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 136275 members 
Entering Unmasked Estep 
Score: -17820162.000000 Penalty: 5874.291504
	Iteration 156Q: 3 clusters Score -1.782016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 136279 members 
Entering Unmasked Estep 
Score: -17820172.000000 Penalty: 5874.291504
	Iteration 157Q: 3 clusters Score -1.782017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 136282 members 
Entering Unmasked Estep 
Score: -17820166.000000 Penalty: 5874.291504
	Iteration 158Q: 3 clusters Score -1.782017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 136286 members 
Entering Unmasked Estep 
Score: -17820170.000000 Penalty: 5874.291504
	Iteration 159Q: 3 clusters Score -1.782017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 136290 members 
Entering Unmasked Estep 
Score: -17820180.000000 Penalty: 5874.291504
	Iteration 160F: 3 clusters Score -1.782018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 136295 members 
Entering Unmasked Estep 
Score: -17820160.000000 Penalty: 5874.291504
	Iteration 161Q: 3 clusters Score -1.782016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 136301 members 
Entering Unmasked Estep 
Score: -17820164.000000 Penalty: 5874.291504
	Iteration 162Q: 3 clusters Score -1.782016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 136309 members 
Entering Unmasked Estep 
Score: -17820172.000000 Penalty: 5874.291504
	Iteration 163Q: 3 clusters Score -1.782017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 136314 members 
Entering Unmasked Estep 
Score: -17820174.000000 Penalty: 5874.291504
	Iteration 164Q: 3 clusters Score -1.782017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 136319 members 
Entering Unmasked Estep 
Score: -17820178.000000 Penalty: 5874.291504
	Iteration 165Q: 3 clusters Score -1.782018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 136322 members 
Entering Unmasked Estep 
Score: -17820186.000000 Penalty: 5874.291504
	Iteration 166Q: 3 clusters Score -1.782019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 136325 members 
Entering Unmasked Estep 
Score: -17820190.000000 Penalty: 5874.291504
	Iteration 167Q: 3 clusters Score -1.782019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 136328 members 
Entering Unmasked Estep 
Score: -17820184.000000 Penalty: 5874.291504
	Iteration 168Q: 3 clusters Score -1.782018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 136332 members 
Entering Unmasked Estep 
Score: -17820186.000000 Penalty: 5874.291504
	Iteration 169Q: 3 clusters Score -1.782019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 136334 members 
Entering Unmasked Estep 
Score: -17820186.000000 Penalty: 5874.291504
	Iteration 170Q: 3 clusters Score -1.782019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 136338 members 
Entering Unmasked Estep 
Score: -17820186.000000 Penalty: 5874.291504
	Iteration 171Q: 3 clusters Score -1.782019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 136342 members 
Entering Unmasked Estep 
Score: -17820176.000000 Penalty: 5874.291504
	Iteration 172Q: 3 clusters Score -1.782018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 136343 members 
Entering Unmasked Estep 
Score: -17820174.000000 Penalty: 5874.291504
	Iteration 173Q: 3 clusters Score -1.782017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 136343 members 
Entering Unmasked Estep 
Score: -17820174.000000 Penalty: 5874.291504
	Iteration 174F: 3 clusters Score -1.782017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Entering Unmasked Estep 
Score: -3164680.500000 Penalty: 2522.168701
	Iteration 0F: 2 clusters Score -3164680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3146585.500000 Penalty: 5044.337402
	Iteration 0F: 3 clusters Score -3146586 nChanged 11756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3153489.000000 Penalty: 5044.337402
	Iteration 1F: 3 clusters Score -3153489 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3154749.000000 Penalty: 5044.337402
	Iteration 2F: 3 clusters Score -3154749 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3156237.000000 Penalty: 5044.337402
	Iteration 3F: 3 clusters Score -3156237 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3157743.750000 Penalty: 5044.337402
	Iteration 4F: 3 clusters Score -3157744 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -3159217.000000 Penalty: 5044.337402
	Iteration 5F: 3 clusters Score -3159217 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3160237.750000 Penalty: 5044.337402
	Iteration 6F: 3 clusters Score -3160238 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -3160828.500000 Penalty: 5044.337402
	Iteration 7Q: 3 clusters Score -3160828 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -3161212.500000 Penalty: 5044.337402
	Iteration 8Q: 3 clusters Score -3161212 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -3161507.750000 Penalty: 5044.337402
	Iteration 9Q: 3 clusters Score -3161508 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -3161771.750000 Penalty: 5044.337402
	Iteration 10Q: 3 clusters Score -3161772 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -3162066.500000 Penalty: 5044.337402
	Iteration 11Q: 3 clusters Score -3162066 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -3162468.250000 Penalty: 5044.337402
	Iteration 12Q: 3 clusters Score -3162468 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -3162802.750000 Penalty: 5044.337402
	Iteration 13Q: 3 clusters Score -3162803 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -3163023.000000 Penalty: 5044.337402
	Iteration 14Q: 3 clusters Score -3163023 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3163151.500000 Penalty: 5044.337402
	Iteration 15Q: 3 clusters Score -3163152 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3163261.500000 Penalty: 5044.337402
	Iteration 16Q: 3 clusters Score -3163262 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3163363.000000 Penalty: 5044.337402
	Iteration 17Q: 3 clusters Score -3163363 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -3163427.250000 Penalty: 5044.337402
	Iteration 18Q: 3 clusters Score -3163427 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -3163515.500000 Penalty: 5044.337402
	Iteration 19Q: 3 clusters Score -3163516 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3163609.250000 Penalty: 5044.337402
	Iteration 20F: 3 clusters Score -3163609 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3163665.250000 Penalty: 5044.337402
	Iteration 21Q: 3 clusters Score -3163665 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3163721.500000 Penalty: 5044.337402
	Iteration 22Q: 3 clusters Score -3163722 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3163789.500000 Penalty: 5044.337402
	Iteration 23Q: 3 clusters Score -3163790 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -3163839.750000 Penalty: 5044.337402
	Iteration 24Q: 3 clusters Score -3163840 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -3163887.250000 Penalty: 5044.337402
	Iteration 25Q: 3 clusters Score -3163887 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -3163923.250000 Penalty: 5044.337402
	Iteration 26Q: 3 clusters Score -3163923 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -3163961.250000 Penalty: 5044.337402
	Iteration 27Q: 3 clusters Score -3163961 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -3163997.750000 Penalty: 5044.337402
	Iteration 28Q: 3 clusters Score -3163998 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -3164024.750000 Penalty: 5044.337402
	Iteration 29Q: 3 clusters Score -3164025 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -3164071.250000 Penalty: 5044.337402
	Iteration 30Q: 3 clusters Score -3164071 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -3164119.500000 Penalty: 5044.337402
	Iteration 31Q: 3 clusters Score -3164120 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -3164172.250000 Penalty: 5044.337402
	Iteration 32Q: 3 clusters Score -3164172 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -3164223.750000 Penalty: 5044.337402
	Iteration 33Q: 3 clusters Score -3164224 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -3164291.000000 Penalty: 5044.337402
	Iteration 34Q: 3 clusters Score -3164291 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3164345.750000 Penalty: 5044.337402
	Iteration 35Q: 3 clusters Score -3164346 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -3164393.500000 Penalty: 5044.337402
	Iteration 36Q: 3 clusters Score -3164394 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -3164418.250000 Penalty: 5044.337402
	Iteration 37Q: 3 clusters Score -3164418 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -3164477.750000 Penalty: 5044.337402
	Iteration 38Q: 3 clusters Score -3164478 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -3164524.000000 Penalty: 5044.337402
	Iteration 39Q: 3 clusters Score -3164524 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -3164545.500000 Penalty: 5044.337402
	Iteration 40F: 3 clusters Score -3164546 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -3164582.500000 Penalty: 5044.337402
	Iteration 41Q: 3 clusters Score -3164582 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -3164613.500000 Penalty: 5044.337402
	Iteration 42Q: 3 clusters Score -3164614 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -3164646.500000 Penalty: 5044.337402
	Iteration 43Q: 3 clusters Score -3164646 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -3164694.250000 Penalty: 5044.337402
	Iteration 44Q: 3 clusters Score -3164694 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3164744.500000 Penalty: 5044.337402
	Iteration 45Q: 3 clusters Score -3164744 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -3164804.250000 Penalty: 5044.337402
	Iteration 46Q: 3 clusters Score -3164804 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3164851.250000 Penalty: 5044.337402
	Iteration 47Q: 3 clusters Score -3164851 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -3164893.500000 Penalty: 5044.337402
	Iteration 48Q: 3 clusters Score -3164894 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -3164932.000000 Penalty: 5044.337402
	Iteration 49Q: 3 clusters Score -3164932 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -3164963.250000 Penalty: 5044.337402
	Iteration 50Q: 3 clusters Score -3164963 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3164994.500000 Penalty: 5044.337402
	Iteration 51Q: 3 clusters Score -3164994 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -3165021.750000 Penalty: 5044.337402
	Iteration 52Q: 3 clusters Score -3165022 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -3165032.250000 Penalty: 5044.337402
	Iteration 53Q: 3 clusters Score -3165032 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -3165042.250000 Penalty: 5044.337402
	Iteration 54Q: 3 clusters Score -3165042 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -3165055.750000 Penalty: 5044.337402
	Iteration 55Q: 3 clusters Score -3165056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3165066.750000 Penalty: 5044.337402
	Iteration 56Q: 3 clusters Score -3165067 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -3165074.250000 Penalty: 5044.337402
	Iteration 57Q: 3 clusters Score -3165074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -3165082.750000 Penalty: 5044.337402
	Iteration 58Q: 3 clusters Score -3165083 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3165086.500000 Penalty: 5044.337402
	Iteration 59Q: 3 clusters Score -3165086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -3165097.500000 Penalty: 5044.337402
	Iteration 60F: 3 clusters Score -3165098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -3165099.000000 Penalty: 5044.337402
	Iteration 61Q: 3 clusters Score -3165099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -3165111.250000 Penalty: 5044.337402
	Iteration 62Q: 3 clusters Score -3165111 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -3165114.000000 Penalty: 5044.337402
	Iteration 63Q: 3 clusters Score -3165114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -3165115.750000 Penalty: 5044.337402
	Iteration 64Q: 3 clusters Score -3165116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -3165113.250000 Penalty: 5044.337402
	Iteration 65Q: 3 clusters Score -3165113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3165122.500000 Penalty: 5044.337402
	Iteration 66Q: 3 clusters Score -3165122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -3165129.250000 Penalty: 5044.337402
	Iteration 67Q: 3 clusters Score -3165129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -3165128.250000 Penalty: 5044.337402
	Iteration 68Q: 3 clusters Score -3165128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3165135.000000 Penalty: 5044.337402
	Iteration 69Q: 3 clusters Score -3165135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -3165137.500000 Penalty: 5044.337402
	Iteration 70Q: 3 clusters Score -3165138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -3165138.500000 Penalty: 5044.337402
	Iteration 71Q: 3 clusters Score -3165138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3165140.750000 Penalty: 5044.337402
	Iteration 72Q: 3 clusters Score -3165141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -3165141.500000 Penalty: 5044.337402
	Iteration 73Q: 3 clusters Score -3165142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -3165146.250000 Penalty: 5044.337402
	Iteration 74Q: 3 clusters Score -3165146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -3165146.000000 Penalty: 5044.337402
	Iteration 75Q: 3 clusters Score -3165146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3165148.000000 Penalty: 5044.337402
	Iteration 76Q: 3 clusters Score -3165148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3165145.500000 Penalty: 5044.337402
	Iteration 77Q: 3 clusters Score -3165146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -3165144.750000 Penalty: 5044.337402
	Iteration 78Q: 3 clusters Score -3165145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3165146.500000 Penalty: 5044.337402
	Iteration 79Q: 3 clusters Score -3165146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3165146.000000 Penalty: 5044.337402
	Iteration 80F: 3 clusters Score -3165146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3165146.250000 Penalty: 5044.337402
	Iteration 81Q: 3 clusters Score -3165146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3165148.750000 Penalty: 5044.337402
	Iteration 82Q: 3 clusters Score -3165149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -3165150.500000 Penalty: 5044.337402
	Iteration 83Q: 3 clusters Score -3165150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3165154.500000 Penalty: 5044.337402
	Iteration 84Q: 3 clusters Score -3165154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3165154.500000 Penalty: 5044.337402
	Iteration 85F: 3 clusters Score -3165154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 15935 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 34003 members 
Mstep: Class 5 contains 2104 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 19619 members 
Mstep: Class 8 contains 17601 members 
Mstep: Class 9 contains 79032 members 
Mstep: Class 10 contains 16848 members 
Mstep: Class 11 contains 5327 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 18919 members 
Mstep: Class 14 contains 139153 members 
Mstep: Class 15 contains 21367 members 
Mstep: Class 16 contains 13565 members 
Mstep: Class 17 contains 68951 members 
Mstep: Class 18 contains 96982 members 
Mstep: Class 19 contains 205114 members 
Mstep: Class 20 contains 180423 members 
Mstep: Class 21 contains 3891 members 
Mstep: Class 22 contains 80183 members 
Mstep: Class 23 contains 11836 members 
Mstep: Class 24 contains 13811 members 
Mstep: Class 25 contains 37946 members 
Mstep: Class 26 contains 77348 members 
Mstep: Class 27 contains 14588 members 
Mstep: Class 28 contains 4742 members 
Entering Unmasked Estep 
Score: -150555600.000000 Penalty: 97277.492188
Splitting cluster 15 changes total score from -150541424.000000 to -150555600.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (13565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Entering Unmasked Estep 
Score: -1500309.250000 Penalty: 2359.781494
	Iteration 0F: 2 clusters Score -1500309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1490549.625000 Penalty: 4719.562988
	Iteration 0F: 3 clusters Score -1490550 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1494494.875000 Penalty: 4719.562988
	Iteration 1F: 3 clusters Score -1494495 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1495890.875000 Penalty: 4719.562988
	Iteration 2F: 3 clusters Score -1495891 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1497128.625000 Penalty: 4719.562988
	Iteration 3F: 3 clusters Score -1497129 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1497949.500000 Penalty: 4719.562988
	Iteration 4F: 3 clusters Score -1497950 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1498541.250000 Penalty: 4719.562988
	Iteration 5F: 3 clusters Score -1498541 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1498923.750000 Penalty: 4719.562988
	Iteration 6Q: 3 clusters Score -1498924 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1499157.125000 Penalty: 4719.562988
	Iteration 7Q: 3 clusters Score -1499157 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1499317.375000 Penalty: 4719.562988
	Iteration 8Q: 3 clusters Score -1499317 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1499718 nChanged 162
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Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1499831 nChanged 167
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Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1500119 nChanged 156
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Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1500169 nChanged 156
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Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1500250 nChanged 112
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Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1500338 nChanged 115
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Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6082 members 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1500474 nChanged 78
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Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1500511 nChanged 62
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Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1500542 nChanged 71
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Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1500559 nChanged 85
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Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1500587 nChanged 70
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Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1500602 nChanged 75
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Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1500622 nChanged 74
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Mstep: Class 1 contains 5792 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1500640 nChanged 66
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Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1500660 nChanged 67
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Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1500677 nChanged 63
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Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1500692 nChanged 69
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Mstep: Class 1 contains 5711 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1500704 nChanged 59
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Mstep: Class 1 contains 5714 members 
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	Iteration 45Q: 3 clusters Score -1500722 nChanged 64
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Mstep: Class 1 contains 5722 members 
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	Iteration 46Q: 3 clusters Score -1500745 nChanged 70
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Mstep: Class 1 contains 5722 members 
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	Iteration 47Q: 3 clusters Score -1500762 nChanged 64
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Mstep: Class 1 contains 5712 members 
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Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1500796 nChanged 68
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Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1500813 nChanged 55
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Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1500821 nChanged 39
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Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1500834 nChanged 43
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Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1500842 nChanged 42
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Mstep: Class 1 contains 5609 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1500849 nChanged 30
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Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1500853 nChanged 34
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Mstep: Class 1 contains 5583 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1500859 nChanged 35
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Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1500867 nChanged 39
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Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1500872 nChanged 47
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Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1500885 nChanged 55
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Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1500898 nChanged 54
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Mstep: Class 1 contains 5451 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1500914 nChanged 49
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Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1500922 nChanged 38
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Mstep: Class 1 contains 5424 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1500928 nChanged 49
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Mstep: Class 1 contains 5411 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1500946 nChanged 48
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Mstep: Class 1 contains 5397 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1500953 nChanged 46
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Mstep: Class 1 contains 5387 members 
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	Iteration 66Q: 3 clusters Score -1500966 nChanged 41
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Mstep: Class 1 contains 5376 members 
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	Iteration 67Q: 3 clusters Score -1500973 nChanged 39
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Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1500984 nChanged 44
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Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 8212 members 
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	Iteration 69Q: 3 clusters Score -1500999 nChanged 37
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Mstep: Class 1 contains 5350 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1501007 nChanged 45
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Mstep: Class 1 contains 5345 members 
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	Iteration 71Q: 3 clusters Score -1501019 nChanged 50
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	Iteration 72Q: 3 clusters Score -1501037 nChanged 60
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	Iteration 73Q: 3 clusters Score -1501059 nChanged 63
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1501084 nChanged 73
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1501104 nChanged 61
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Mstep: Class 1 contains 5364 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1501120 nChanged 63
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1501142 nChanged 66
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1501152 nChanged 60
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	Iteration 79Q: 3 clusters Score -1501171 nChanged 55
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	Iteration 80F: 3 clusters Score -1501191 nChanged 57
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	Iteration 81Q: 3 clusters Score -1501198 nChanged 55
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	Iteration 82Q: 3 clusters Score -1501220 nChanged 58
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	Iteration 83Q: 3 clusters Score -1501234 nChanged 47
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	Iteration 84Q: 3 clusters Score -1501248 nChanged 47
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	Iteration 86Q: 3 clusters Score -1501271 nChanged 50
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Mstep: Class 1 contains 5329 members 
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	Iteration 87Q: 3 clusters Score -1501282 nChanged 51
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	Iteration 89Q: 3 clusters Score -1501313 nChanged 63
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	Iteration 94Q: 3 clusters Score -1501450 nChanged 96
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	Iteration 97Q: 3 clusters Score -1501547 nChanged 79
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	Iteration 98Q: 3 clusters Score -1501572 nChanged 83
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	Iteration 99Q: 3 clusters Score -1501604 nChanged 88
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Mstep: Class 1 contains 4803 members 
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Score: -1501632.875000 Penalty: 4719.562988
	Iteration 100F: 3 clusters Score -1501633 nChanged 74
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Mstep: Class 1 contains 4777 members 
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	Iteration 101Q: 3 clusters Score -1501668 nChanged 72
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Entering Unmasked Estep 
Score: -1501682.750000 Penalty: 4719.562988
	Iteration 102Q: 3 clusters Score -1501683 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1501721.125000 Penalty: 4719.562988
	Iteration 103Q: 3 clusters Score -1501721 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1501746.625000 Penalty: 4719.562988
	Iteration 104Q: 3 clusters Score -1501747 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1501770.125000 Penalty: 4719.562988
	Iteration 105Q: 3 clusters Score -1501770 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1501784.000000 Penalty: 4719.562988
	Iteration 106Q: 3 clusters Score -1501784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1501789.250000 Penalty: 4719.562988
	Iteration 107Q: 3 clusters Score -1501789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1501796.625000 Penalty: 4719.562988
	Iteration 108Q: 3 clusters Score -1501797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1501800.375000 Penalty: 4719.562988
	Iteration 109Q: 3 clusters Score -1501800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1501802.375000 Penalty: 4719.562988
	Iteration 110Q: 3 clusters Score -1501802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1501804.750000 Penalty: 4719.562988
	Iteration 111Q: 3 clusters Score -1501805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1501806.500000 Penalty: 4719.562988
	Iteration 112Q: 3 clusters Score -1501806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1501804.250000 Penalty: 4719.562988
	Iteration 113Q: 3 clusters Score -1501804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1501804.250000 Penalty: 4719.562988
	Iteration 114F: 3 clusters Score -1501804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 15935 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 34003 members 
Mstep: Class 5 contains 2104 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 19619 members 
Mstep: Class 8 contains 17601 members 
Mstep: Class 9 contains 79032 members 
Mstep: Class 10 contains 16848 members 
Mstep: Class 11 contains 5327 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 18919 members 
Mstep: Class 14 contains 139153 members 
Mstep: Class 15 contains 21367 members 
Mstep: Class 16 contains 4648 members 
Mstep: Class 17 contains 68951 members 
Mstep: Class 18 contains 96982 members 
Mstep: Class 19 contains 205114 members 
Mstep: Class 20 contains 180423 members 
Mstep: Class 21 contains 3891 members 
Mstep: Class 22 contains 80183 members 
Mstep: Class 23 contains 11836 members 
Mstep: Class 24 contains 13811 members 
Mstep: Class 25 contains 37946 members 
Mstep: Class 26 contains 77348 members 
Mstep: Class 27 contains 14588 members 
Mstep: Class 28 contains 4742 members 
Mstep: Class 29 contains 8917 members 
Entering Unmasked Estep 
Score: -150556048.000000 Penalty: 100751.687500
Splitting cluster 16 changes total score from -150541424.000000 to -150556048.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (96982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96982 members 
Entering Unmasked Estep 
Score: -12587959.000000 Penalty: 2847.605713
	Iteration 0F: 2 clusters Score -1.258796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -12523387.000000 Penalty: 5695.211426
	Iteration 0F: 3 clusters Score -1.252339e+07 nChanged 45676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -12548863.000000 Penalty: 5695.211426
	Iteration 1F: 3 clusters Score -1.254886e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -12549506.000000 Penalty: 5695.211426
	Iteration 2Q: 3 clusters Score -1.254951e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -12550235.000000 Penalty: 5695.211426
	Iteration 3Q: 3 clusters Score -1.255024e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -12551110.000000 Penalty: 5695.211426
	Iteration 4Q: 3 clusters Score -1.255111e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -12552562.000000 Penalty: 5695.211426
	Iteration 5Q: 3 clusters Score -1.255256e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -12554931.000000 Penalty: 5695.211426
	Iteration 6F: 3 clusters Score -1.255493e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -12559032.000000 Penalty: 5695.211426
	Iteration 7F: 3 clusters Score -1.255903e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 76858 members 
Entering Unmasked Estep 
Score: -12565722.000000 Penalty: 5695.211426
	Iteration 8F: 3 clusters Score -1.256572e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 85065 members 
Entering Unmasked Estep 
Score: -12573443.000000 Penalty: 5695.211426
	Iteration 9F: 3 clusters Score -1.257344e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 91557 members 
Entering Unmasked Estep 
Score: -12580078.000000 Penalty: 5695.211426
	Iteration 10F: 3 clusters Score -1.258008e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 95045 members 
Entering Unmasked Estep 
Score: -12583565.000000 Penalty: 5695.211426
	Iteration 11Q: 3 clusters Score -1.258356e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 96278 members 
Entering Unmasked Estep 
Score: -12584814.000000 Penalty: 5695.211426
	Iteration 12Q: 3 clusters Score -1.258481e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 96582 members 
Entering Unmasked Estep 
Score: -12585202.000000 Penalty: 5695.211426
	Iteration 13Q: 3 clusters Score -1.25852e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 96670 members 
Entering Unmasked Estep 
Score: -12585323.000000 Penalty: 5695.211426
	Iteration 14Q: 3 clusters Score -1.258532e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 96702 members 
Entering Unmasked Estep 
Score: -12585380.000000 Penalty: 5695.211426
	Iteration 15Q: 3 clusters Score -1.258538e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 96724 members 
Entering Unmasked Estep 
Score: -12585425.000000 Penalty: 5695.211426
	Iteration 16Q: 3 clusters Score -1.258542e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 96737 members 
Entering Unmasked Estep 
Score: -12585470.000000 Penalty: 5695.211426
	Iteration 17Q: 3 clusters Score -1.258547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -12585472.000000 Penalty: 5695.211426
	Iteration 18Q: 3 clusters Score -1.258547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 96748 members 
Entering Unmasked Estep 
Score: -12585477.000000 Penalty: 5695.211426
	Iteration 19Q: 3 clusters Score -1.258548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 96749 members 
Entering Unmasked Estep 
Score: -12585482.000000 Penalty: 5695.211426
	Iteration 20F: 3 clusters Score -1.258548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (205114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205114 members 
Entering Unmasked Estep 
Score: -26237026.000000 Penalty: 3033.367676
	Iteration 0F: 2 clusters Score -2.623703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102208 members 
Mstep: Class 2 contains 102906 members 
Entering Unmasked Estep 
Score: -26104214.000000 Penalty: 6066.735352
	Iteration 0F: 3 clusters Score -2.610421e+07 nChanged 98405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94699 members 
Mstep: Class 2 contains 110415 members 
Entering Unmasked Estep 
Score: -26169992.000000 Penalty: 6066.735352
	Iteration 1F: 3 clusters Score -2.616999e+07 nChanged 13486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88563 members 
Mstep: Class 2 contains 116551 members 
Entering Unmasked Estep 
Score: -26179908.000000 Penalty: 6066.735352
	Iteration 2F: 3 clusters Score -2.617991e+07 nChanged 15392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79651 members 
Mstep: Class 2 contains 125463 members 
Entering Unmasked Estep 
Score: -26190290.000000 Penalty: 6066.735352
	Iteration 3F: 3 clusters Score -2.619029e+07 nChanged 15055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69136 members 
Mstep: Class 2 contains 135978 members 
Entering Unmasked Estep 
Score: -26200682.000000 Penalty: 6066.735352
	Iteration 4F: 3 clusters Score -2.620068e+07 nChanged 14318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 147490 members 
Entering Unmasked Estep 
Score: -26211428.000000 Penalty: 6066.735352
	Iteration 5F: 3 clusters Score -2.621143e+07 nChanged 12895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 158911 members 
Entering Unmasked Estep 
Score: -26221724.000000 Penalty: 6066.735352
	Iteration 6F: 3 clusters Score -2.622172e+07 nChanged 10739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 168838 members 
Entering Unmasked Estep 
Score: -26230830.000000 Penalty: 6066.735352
	Iteration 7F: 3 clusters Score -2.623083e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 176529 members 
Entering Unmasked Estep 
Score: -26237252.000000 Penalty: 6066.735352
	Iteration 8Q: 3 clusters Score -2.623725e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 182179 members 
Entering Unmasked Estep 
Score: -26241352.000000 Penalty: 6066.735352
	Iteration 9Q: 3 clusters Score -2.624135e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 186355 members 
Entering Unmasked Estep 
Score: -26243804.000000 Penalty: 6066.735352
	Iteration 10Q: 3 clusters Score -2.62438e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 189345 members 
Entering Unmasked Estep 
Score: -26245346.000000 Penalty: 6066.735352
	Iteration 11Q: 3 clusters Score -2.624535e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 191501 members 
Entering Unmasked Estep 
Score: -26246496.000000 Penalty: 6066.735352
	Iteration 12Q: 3 clusters Score -2.62465e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 193035 members 
Entering Unmasked Estep 
Score: -26247176.000000 Penalty: 6066.735352
	Iteration 13Q: 3 clusters Score -2.624718e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 194103 members 
Entering Unmasked Estep 
Score: -26247498.000000 Penalty: 6066.735352
	Iteration 14Q: 3 clusters Score -2.62475e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 194852 members 
Entering Unmasked Estep 
Score: -26247560.000000 Penalty: 6066.735352
	Iteration 15Q: 3 clusters Score -2.624756e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 195392 members 
Entering Unmasked Estep 
Score: -26247664.000000 Penalty: 6066.735352
	Iteration 16Q: 3 clusters Score -2.624766e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 195802 members 
Entering Unmasked Estep 
Score: -26247790.000000 Penalty: 6066.735352
	Iteration 17Q: 3 clusters Score -2.624779e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 196141 members 
Entering Unmasked Estep 
Score: -26247880.000000 Penalty: 6066.735352
	Iteration 18Q: 3 clusters Score -2.624788e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 196433 members 
Entering Unmasked Estep 
Score: -26247946.000000 Penalty: 6066.735352
	Iteration 19Q: 3 clusters Score -2.624795e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 196655 members 
Entering Unmasked Estep 
Score: -26248072.000000 Penalty: 6066.735352
	Iteration 20F: 3 clusters Score -2.624807e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 196859 members 
Entering Unmasked Estep 
Score: -26248170.000000 Penalty: 6066.735352
	Iteration 21Q: 3 clusters Score -2.624817e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 197050 members 
Entering Unmasked Estep 
Score: -26248288.000000 Penalty: 6066.735352
	Iteration 22Q: 3 clusters Score -2.624829e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 197225 members 
Entering Unmasked Estep 
Score: -26248342.000000 Penalty: 6066.735352
	Iteration 23Q: 3 clusters Score -2.624834e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 197411 members 
Entering Unmasked Estep 
Score: -26248404.000000 Penalty: 6066.735352
	Iteration 24Q: 3 clusters Score -2.62484e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 197581 members 
Entering Unmasked Estep 
Score: -26248464.000000 Penalty: 6066.735352
	Iteration 25Q: 3 clusters Score -2.624846e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 197713 members 
Entering Unmasked Estep 
Score: -26248498.000000 Penalty: 6066.735352
	Iteration 26Q: 3 clusters Score -2.62485e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 197833 members 
Entering Unmasked Estep 
Score: -26248482.000000 Penalty: 6066.735352
	Iteration 27Q: 3 clusters Score -2.624848e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 197922 members 
Entering Unmasked Estep 
Score: -26248514.000000 Penalty: 6066.735352
	Iteration 28Q: 3 clusters Score -2.624851e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 197993 members 
Entering Unmasked Estep 
Score: -26248544.000000 Penalty: 6066.735352
	Iteration 29Q: 3 clusters Score -2.624854e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 198057 members 
Entering Unmasked Estep 
Score: -26248516.000000 Penalty: 6066.735352
	Iteration 30Q: 3 clusters Score -2.624852e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 198096 members 
Entering Unmasked Estep 
Score: -26248518.000000 Penalty: 6066.735352
	Iteration 31Q: 3 clusters Score -2.624852e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 198120 members 
Entering Unmasked Estep 
Score: -26248520.000000 Penalty: 6066.735352
	Iteration 32Q: 3 clusters Score -2.624852e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 198149 members 
Entering Unmasked Estep 
Score: -26248508.000000 Penalty: 6066.735352
	Iteration 33Q: 3 clusters Score -2.624851e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 198168 members 
Entering Unmasked Estep 
Score: -26248518.000000 Penalty: 6066.735352
	Iteration 34Q: 3 clusters Score -2.624852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 198183 members 
Entering Unmasked Estep 
Score: -26248524.000000 Penalty: 6066.735352
	Iteration 35Q: 3 clusters Score -2.624852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 198192 members 
Entering Unmasked Estep 
Score: -26248528.000000 Penalty: 6066.735352
	Iteration 36Q: 3 clusters Score -2.624853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 198195 members 
Entering Unmasked Estep 
Score: -26248518.000000 Penalty: 6066.735352
	Iteration 37Q: 3 clusters Score -2.624852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 198197 members 
Entering Unmasked Estep 
Score: -26248526.000000 Penalty: 6066.735352
	Iteration 38Q: 3 clusters Score -2.624853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 198200 members 
Entering Unmasked Estep 
Score: -26248518.000000 Penalty: 6066.735352
	Iteration 39Q: 3 clusters Score -2.624852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 198206 members 
Entering Unmasked Estep 
Score: -26248516.000000 Penalty: 6066.735352
	Iteration 40F: 3 clusters Score -2.624852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 198209 members 
Entering Unmasked Estep 
Score: -26248510.000000 Penalty: 6066.735352
	Iteration 41Q: 3 clusters Score -2.624851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 198212 members 
Entering Unmasked Estep 
Score: -26248532.000000 Penalty: 6066.735352
	Iteration 42Q: 3 clusters Score -2.624853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 198216 members 
Entering Unmasked Estep 
Score: -26248506.000000 Penalty: 6066.735352
	Iteration 43Q: 3 clusters Score -2.624851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 198219 members 
Entering Unmasked Estep 
Score: -26248504.000000 Penalty: 6066.735352
	Iteration 44Q: 3 clusters Score -2.62485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 198222 members 
Entering Unmasked Estep 
Score: -26248520.000000 Penalty: 6066.735352
	Iteration 45Q: 3 clusters Score -2.624852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 198226 members 
Entering Unmasked Estep 
Score: -26248512.000000 Penalty: 6066.735352
	Iteration 46Q: 3 clusters Score -2.624851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 198227 members 
Entering Unmasked Estep 
Score: -26248520.000000 Penalty: 6066.735352
	Iteration 47Q: 3 clusters Score -2.624852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 198229 members 
Entering Unmasked Estep 
Score: -26248512.000000 Penalty: 6066.735352
	Iteration 48Q: 3 clusters Score -2.624851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 198230 members 
Entering Unmasked Estep 
Score: -26248522.000000 Penalty: 6066.735352
	Iteration 49Q: 3 clusters Score -2.624852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 198230 members 
Entering Unmasked Estep 
Score: -26248522.000000 Penalty: 6066.735352
	Iteration 50F: 3 clusters Score -2.624852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 15935 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 34003 members 
Mstep: Class 5 contains 2104 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 19619 members 
Mstep: Class 8 contains 17601 members 
Mstep: Class 9 contains 79032 members 
Mstep: Class 10 contains 16848 members 
Mstep: Class 11 contains 5327 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 18919 members 
Mstep: Class 14 contains 139153 members 
Mstep: Class 15 contains 21367 members 
Mstep: Class 16 contains 4648 members 
Mstep: Class 17 contains 68951 members 
Mstep: Class 18 contains 96982 members 
Mstep: Class 19 contains 6884 members 
Mstep: Class 20 contains 180423 members 
Mstep: Class 21 contains 3891 members 
Mstep: Class 22 contains 80183 members 
Mstep: Class 23 contains 11836 members 
Mstep: Class 24 contains 13811 members 
Mstep: Class 25 contains 37946 members 
Mstep: Class 26 contains 77348 members 
Mstep: Class 27 contains 14588 members 
Mstep: Class 28 contains 4742 members 
Mstep: Class 29 contains 8917 members 
Mstep: Class 30 contains 198230 members 
Entering Unmasked Estep 
Score: -150566512.000000 Penalty: 104225.890625
Splitting cluster 19 changes total score from -150541424.000000 to -150566512.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (180423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180423 members 
Entering Unmasked Estep 
Score: -23313730.000000 Penalty: 3001.558838
	Iteration 0F: 2 clusters Score -2.331373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90040 members 
Mstep: Class 2 contains 90383 members 
Entering Unmasked Estep 
Score: -23201572.000000 Penalty: 6003.117676
	Iteration 0F: 3 clusters Score -2.320157e+07 nChanged 86544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84856 members 
Mstep: Class 2 contains 95567 members 
Entering Unmasked Estep 
Score: -23253338.000000 Penalty: 6003.117676
	Iteration 1F: 3 clusters Score -2.325334e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80921 members 
Mstep: Class 2 contains 99502 members 
Entering Unmasked Estep 
Score: -23256430.000000 Penalty: 6003.117676
	Iteration 2Q: 3 clusters Score -2.325643e+07 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75140 members 
Mstep: Class 2 contains 105283 members 
Entering Unmasked Estep 
Score: -23261356.000000 Penalty: 6003.117676
	Iteration 3F: 3 clusters Score -2.326136e+07 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67416 members 
Mstep: Class 2 contains 113007 members 
Entering Unmasked Estep 
Score: -23268088.000000 Penalty: 6003.117676
	Iteration 4F: 3 clusters Score -2.326809e+07 nChanged 13447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 121970 members 
Entering Unmasked Estep 
Score: -23276072.000000 Penalty: 6003.117676
	Iteration 5F: 3 clusters Score -2.327607e+07 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 130954 members 
Entering Unmasked Estep 
Score: -23282948.000000 Penalty: 6003.117676
	Iteration 6F: 3 clusters Score -2.328295e+07 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 139162 members 
Entering Unmasked Estep 
Score: -23288612.000000 Penalty: 6003.117676
	Iteration 7F: 3 clusters Score -2.328861e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 146799 members 
Entering Unmasked Estep 
Score: -23293210.000000 Penalty: 6003.117676
	Iteration 8Q: 3 clusters Score -2.329321e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 154091 members 
Entering Unmasked Estep 
Score: -23297560.000000 Penalty: 6003.117676
	Iteration 9Q: 3 clusters Score -2.329756e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 161137 members 
Entering Unmasked Estep 
Score: -23301804.000000 Penalty: 6003.117676
	Iteration 10Q: 3 clusters Score -2.33018e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 167509 members 
Entering Unmasked Estep 
Score: -23305066.000000 Penalty: 6003.117676
	Iteration 11Q: 3 clusters Score -2.330507e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 172596 members 
Entering Unmasked Estep 
Score: -23307682.000000 Penalty: 6003.117676
	Iteration 12Q: 3 clusters Score -2.330768e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 176016 members 
Entering Unmasked Estep 
Score: -23309326.000000 Penalty: 6003.117676
	Iteration 13Q: 3 clusters Score -2.330933e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 177893 members 
Entering Unmasked Estep 
Score: -23310282.000000 Penalty: 6003.117676
	Iteration 14Q: 3 clusters Score -2.331028e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 178837 members 
Entering Unmasked Estep 
Score: -23310698.000000 Penalty: 6003.117676
	Iteration 15Q: 3 clusters Score -2.33107e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 179301 members 
Entering Unmasked Estep 
Score: -23310960.000000 Penalty: 6003.117676
	Iteration 16Q: 3 clusters Score -2.331096e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 179538 members 
Entering Unmasked Estep 
Score: -23311138.000000 Penalty: 6003.117676
	Iteration 17Q: 3 clusters Score -2.331114e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 179676 members 
Entering Unmasked Estep 
Score: -23311276.000000 Penalty: 6003.117676
	Iteration 18Q: 3 clusters Score -2.331128e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 179741 members 
Entering Unmasked Estep 
Score: -23311310.000000 Penalty: 6003.117676
	Iteration 19Q: 3 clusters Score -2.331131e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 179772 members 
Entering Unmasked Estep 
Score: -23311310.000000 Penalty: 6003.117676
	Iteration 20F: 3 clusters Score -2.331131e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 179790 members 
Entering Unmasked Estep 
Score: -23311318.000000 Penalty: 6003.117676
	Iteration 21Q: 3 clusters Score -2.331132e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 179800 members 
Entering Unmasked Estep 
Score: -23311350.000000 Penalty: 6003.117676
	Iteration 22Q: 3 clusters Score -2.331135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 179816 members 
Entering Unmasked Estep 
Score: -23311368.000000 Penalty: 6003.117676
	Iteration 23Q: 3 clusters Score -2.331137e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 179828 members 
Entering Unmasked Estep 
Score: -23311362.000000 Penalty: 6003.117676
	Iteration 24Q: 3 clusters Score -2.331136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 179838 members 
Entering Unmasked Estep 
Score: -23311368.000000 Penalty: 6003.117676
	Iteration 25Q: 3 clusters Score -2.331137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 179848 members 
Entering Unmasked Estep 
Score: -23311374.000000 Penalty: 6003.117676
	Iteration 26Q: 3 clusters Score -2.331137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 179855 members 
Entering Unmasked Estep 
Score: -23311402.000000 Penalty: 6003.117676
	Iteration 27Q: 3 clusters Score -2.33114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 179862 members 
Entering Unmasked Estep 
Score: -23311396.000000 Penalty: 6003.117676
	Iteration 28Q: 3 clusters Score -2.33114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 179862 members 
Entering Unmasked Estep 
Score: -23311414.000000 Penalty: 6003.117676
	Iteration 29Q: 3 clusters Score -2.331141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 179864 members 
Entering Unmasked Estep 
Score: -23311410.000000 Penalty: 6003.117676
	Iteration 30Q: 3 clusters Score -2.331141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 179867 members 
Entering Unmasked Estep 
Score: -23311422.000000 Penalty: 6003.117676
	Iteration 31Q: 3 clusters Score -2.331142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 179869 members 
Entering Unmasked Estep 
Score: -23311424.000000 Penalty: 6003.117676
	Iteration 32Q: 3 clusters Score -2.331142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 179871 members 
Entering Unmasked Estep 
Score: -23311422.000000 Penalty: 6003.117676
	Iteration 33Q: 3 clusters Score -2.331142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 179875 members 
Entering Unmasked Estep 
Score: -23311424.000000 Penalty: 6003.117676
	Iteration 34Q: 3 clusters Score -2.331142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 179877 members 
Entering Unmasked Estep 
Score: -23311424.000000 Penalty: 6003.117676
	Iteration 35Q: 3 clusters Score -2.331142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 179878 members 
Entering Unmasked Estep 
Score: -23311434.000000 Penalty: 6003.117676
	Iteration 36Q: 3 clusters Score -2.331143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 179880 members 
Entering Unmasked Estep 
Score: -23311444.000000 Penalty: 6003.117676
	Iteration 37Q: 3 clusters Score -2.331144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 179880 members 
Entering Unmasked Estep 
Score: -23311450.000000 Penalty: 6003.117676
	Iteration 38Q: 3 clusters Score -2.331145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 179880 members 
Entering Unmasked Estep 
Score: -23311452.000000 Penalty: 6003.117676
	Iteration 39Q: 3 clusters Score -2.331145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 179880 members 
Entering Unmasked Estep 
Score: -23311452.000000 Penalty: 6003.117676
	Iteration 40F: 3 clusters Score -2.331145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 179879 members 
Entering Unmasked Estep 
Score: -23311454.000000 Penalty: 6003.117676
	Iteration 41Q: 3 clusters Score -2.331145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 179878 members 
Entering Unmasked Estep 
Score: -23311450.000000 Penalty: 6003.117676
	Iteration 42Q: 3 clusters Score -2.331145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 179878 members 
Entering Unmasked Estep 
Score: -23311450.000000 Penalty: 6003.117676
	Iteration 43F: 3 clusters Score -2.331145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Entering Unmasked Estep 
Score: -476848.750000 Penalty: 2050.072510
	Iteration 0F: 2 clusters Score -476848.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -473516.218750 Penalty: 4100.145020
	Iteration 0F: 3 clusters Score -473516.2 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -475591.906250 Penalty: 4100.145020
	Iteration 1F: 3 clusters Score -475591.9 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -479378.187500 Penalty: 4100.145020
	Iteration 2F: 3 clusters Score -479378.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -483226.093750 Penalty: 4100.145020
	Iteration 3F: 3 clusters Score -483226.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -484745.437500 Penalty: 4100.145020
	Iteration 4F: 3 clusters Score -484745.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -486166.125000 Penalty: 4100.145020
	Iteration 5Q: 3 clusters Score -486166.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -486568.593750 Penalty: 4100.145020
	Iteration 6Q: 3 clusters Score -486568.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -486765.593750 Penalty: 4100.145020
	Iteration 7Q: 3 clusters Score -486765.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -486871.750000 Penalty: 4100.145020
	Iteration 8Q: 3 clusters Score -486871.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -486891.687500 Penalty: 4100.145020
	Iteration 9Q: 3 clusters Score -486891.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -486897.343750 Penalty: 4100.145020
	Iteration 10Q: 3 clusters Score -486897.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -486897.156250 Penalty: 4100.145020
	Iteration 11Q: 3 clusters Score -486897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -486897.156250 Penalty: 4100.145020
	Iteration 12F: 3 clusters Score -486897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 15935 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 34003 members 
Mstep: Class 5 contains 2104 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 19619 members 
Mstep: Class 8 contains 17601 members 
Mstep: Class 9 contains 79032 members 
Mstep: Class 10 contains 16848 members 
Mstep: Class 11 contains 5327 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 18919 members 
Mstep: Class 14 contains 139153 members 
Mstep: Class 15 contains 21367 members 
Mstep: Class 16 contains 4648 members 
Mstep: Class 17 contains 68951 members 
Mstep: Class 18 contains 96982 members 
Mstep: Class 19 contains 6884 members 
Mstep: Class 20 contains 180423 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 80183 members 
Mstep: Class 23 contains 11836 members 
Mstep: Class 24 contains 13811 members 
Mstep: Class 25 contains 37946 members 
Mstep: Class 26 contains 77348 members 
Mstep: Class 27 contains 14588 members 
Mstep: Class 28 contains 4742 members 
Mstep: Class 29 contains 8917 members 
Mstep: Class 30 contains 198230 members 
Mstep: Class 31 contains 2470 members 
Entering Unmasked Estep 
Score: -150575280.000000 Penalty: 107700.085938
Splitting cluster 21 changes total score from -150541424.000000 to -150575280.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 22 (80183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80183 members 
Entering Unmasked Estep 
Score: -10403177.000000 Penalty: 2800.432617
	Iteration 0F: 2 clusters Score -1.040318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -10349522.000000 Penalty: 5600.865234
	Iteration 0F: 3 clusters Score -1.034952e+07 nChanged 37529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -10370884.000000 Penalty: 5600.865234
	Iteration 1F: 3 clusters Score -1.037088e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -10371527.000000 Penalty: 5600.865234
	Iteration 2Q: 3 clusters Score -1.037153e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -10372335.000000 Penalty: 5600.865234
	Iteration 3Q: 3 clusters Score -1.037234e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -10373403.000000 Penalty: 5600.865234
	Iteration 4Q: 3 clusters Score -1.03734e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -10374789.000000 Penalty: 5600.865234
	Iteration 5Q: 3 clusters Score -1.037479e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -10376692.000000 Penalty: 5600.865234
	Iteration 6Q: 3 clusters Score -1.037669e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -10379134.000000 Penalty: 5600.865234
	Iteration 7F: 3 clusters Score -1.037913e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -10381909.000000 Penalty: 5600.865234
	Iteration 8F: 3 clusters Score -1.038191e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -10384679.000000 Penalty: 5600.865234
	Iteration 9F: 3 clusters Score -1.038468e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -10387204.000000 Penalty: 5600.865234
	Iteration 10F: 3 clusters Score -1.03872e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -10389683.000000 Penalty: 5600.865234
	Iteration 11F: 3 clusters Score -1.038968e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -10391933.000000 Penalty: 5600.865234
	Iteration 12Q: 3 clusters Score -1.039193e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56754 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -10394193.000000 Penalty: 5600.865234
	Iteration 13Q: 3 clusters Score -1.039419e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -10396265.000000 Penalty: 5600.865234
	Iteration 14Q: 3 clusters Score -1.039626e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -10397680.000000 Penalty: 5600.865234
	Iteration 15Q: 3 clusters Score -1.039768e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -10398550.000000 Penalty: 5600.865234
	Iteration 16Q: 3 clusters Score -1.039855e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60475 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -10399002.000000 Penalty: 5600.865234
	Iteration 17Q: 3 clusters Score -1.0399e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60490 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -10399226.000000 Penalty: 5600.865234
	Iteration 18Q: 3 clusters Score -1.039923e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -10399352.000000 Penalty: 5600.865234
	Iteration 19Q: 3 clusters Score -1.039935e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -10399377.000000 Penalty: 5600.865234
	Iteration 20F: 3 clusters Score -1.039938e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -10399403.000000 Penalty: 5600.865234
	Iteration 21Q: 3 clusters Score -1.03994e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -10399477.000000 Penalty: 5600.865234
	Iteration 22Q: 3 clusters Score -1.039948e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -10399461.000000 Penalty: 5600.865234
	Iteration 23Q: 3 clusters Score -1.039946e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -10399529.000000 Penalty: 5600.865234
	Iteration 24Q: 3 clusters Score -1.039953e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -10399515.000000 Penalty: 5600.865234
	Iteration 25Q: 3 clusters Score -1.039952e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59720 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -10399518.000000 Penalty: 5600.865234
	Iteration 26Q: 3 clusters Score -1.039952e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59592 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -10399528.000000 Penalty: 5600.865234
	Iteration 27Q: 3 clusters Score -1.039953e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -10399547.000000 Penalty: 5600.865234
	Iteration 28Q: 3 clusters Score -1.039955e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -10399563.000000 Penalty: 5600.865234
	Iteration 29Q: 3 clusters Score -1.039956e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -10399582.000000 Penalty: 5600.865234
	Iteration 30Q: 3 clusters Score -1.039958e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -10399575.000000 Penalty: 5600.865234
	Iteration 31Q: 3 clusters Score -1.039958e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -10399568.000000 Penalty: 5600.865234
	Iteration 32Q: 3 clusters Score -1.039957e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -10399576.000000 Penalty: 5600.865234
	Iteration 33Q: 3 clusters Score -1.039958e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -10399585.000000 Penalty: 5600.865234
	Iteration 34Q: 3 clusters Score -1.039958e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -10399595.000000 Penalty: 5600.865234
	Iteration 35Q: 3 clusters Score -1.03996e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58876 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -10399581.000000 Penalty: 5600.865234
	Iteration 36Q: 3 clusters Score -1.039958e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -10399573.000000 Penalty: 5600.865234
	Iteration 37Q: 3 clusters Score -1.039957e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -10399570.000000 Penalty: 5600.865234
	Iteration 38Q: 3 clusters Score -1.039957e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58761 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -10399589.000000 Penalty: 5600.865234
	Iteration 39Q: 3 clusters Score -1.039959e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58729 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -10399602.000000 Penalty: 5600.865234
	Iteration 40F: 3 clusters Score -1.03996e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -10399589.000000 Penalty: 5600.865234
	Iteration 41Q: 3 clusters Score -1.039959e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -10399583.000000 Penalty: 5600.865234
	Iteration 42Q: 3 clusters Score -1.039958e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -10399584.000000 Penalty: 5600.865234
	Iteration 43Q: 3 clusters Score -1.039958e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -10399578.000000 Penalty: 5600.865234
	Iteration 44Q: 3 clusters Score -1.039958e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -10399585.000000 Penalty: 5600.865234
	Iteration 45Q: 3 clusters Score -1.039958e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -10399587.000000 Penalty: 5600.865234
	Iteration 46Q: 3 clusters Score -1.039959e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -10399596.000000 Penalty: 5600.865234
	Iteration 47Q: 3 clusters Score -1.03996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -10399601.000000 Penalty: 5600.865234
	Iteration 48Q: 3 clusters Score -1.03996e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -10399590.000000 Penalty: 5600.865234
	Iteration 49Q: 3 clusters Score -1.039959e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -10399590.000000 Penalty: 5600.865234
	Iteration 50Q: 3 clusters Score -1.039959e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -10399599.000000 Penalty: 5600.865234
	Iteration 51Q: 3 clusters Score -1.03996e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -10399606.000000 Penalty: 5600.865234
	Iteration 52Q: 3 clusters Score -1.039961e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -10399604.000000 Penalty: 5600.865234
	Iteration 53Q: 3 clusters Score -1.03996e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -10399595.000000 Penalty: 5600.865234
	Iteration 54Q: 3 clusters Score -1.03996e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -10399608.000000 Penalty: 5600.865234
	Iteration 55Q: 3 clusters Score -1.039961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -10399595.000000 Penalty: 5600.865234
	Iteration 56Q: 3 clusters Score -1.03996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -10399591.000000 Penalty: 5600.865234
	Iteration 57Q: 3 clusters Score -1.039959e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58285 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -10399596.000000 Penalty: 5600.865234
	Iteration 58Q: 3 clusters Score -1.03996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -10399601.000000 Penalty: 5600.865234
	Iteration 59Q: 3 clusters Score -1.03996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -10399583.000000 Penalty: 5600.865234
	Iteration 60F: 3 clusters Score -1.039958e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -10399590.000000 Penalty: 5600.865234
	Iteration 61Q: 3 clusters Score -1.039959e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -10399593.000000 Penalty: 5600.865234
	Iteration 62Q: 3 clusters Score -1.039959e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -10399588.000000 Penalty: 5600.865234
	Iteration 63Q: 3 clusters Score -1.039959e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -10399592.000000 Penalty: 5600.865234
	Iteration 64Q: 3 clusters Score -1.039959e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58102 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -10399587.000000 Penalty: 5600.865234
	Iteration 65Q: 3 clusters Score -1.039959e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -10399577.000000 Penalty: 5600.865234
	Iteration 66Q: 3 clusters Score -1.039958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58058 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -10399577.000000 Penalty: 5600.865234
	Iteration 67Q: 3 clusters Score -1.039958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -10399578.000000 Penalty: 5600.865234
	Iteration 68Q: 3 clusters Score -1.039958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -10399577.000000 Penalty: 5600.865234
	Iteration 69Q: 3 clusters Score -1.039958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -10399577.000000 Penalty: 5600.865234
	Iteration 70Q: 3 clusters Score -1.039958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -10399578.000000 Penalty: 5600.865234
	Iteration 71Q: 3 clusters Score -1.039958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -10399580.000000 Penalty: 5600.865234
	Iteration 72Q: 3 clusters Score -1.039958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57993 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -10399582.000000 Penalty: 5600.865234
	Iteration 73Q: 3 clusters Score -1.039958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -10399580.000000 Penalty: 5600.865234
	Iteration 74Q: 3 clusters Score -1.039958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -10399580.000000 Penalty: 5600.865234
	Iteration 75F: 3 clusters Score -1.039958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Entering Unmasked Estep 
Score: -1504449.125000 Penalty: 2325.967285
	Iteration 0F: 2 clusters Score -1504449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1495538.000000 Penalty: 4651.934570
	Iteration 0F: 3 clusters Score -1495538 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1498403.625000 Penalty: 4651.934570
	Iteration 1F: 3 clusters Score -1498404 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1499046.125000 Penalty: 4651.934570
	Iteration 2F: 3 clusters Score -1499046 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1499929.500000 Penalty: 4651.934570
	Iteration 3F: 3 clusters Score -1499930 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1501145.000000 Penalty: 4651.934570
	Iteration 4F: 3 clusters Score -1501145 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1502627.625000 Penalty: 4651.934570
	Iteration 5F: 3 clusters Score -1502628 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1503984.625000 Penalty: 4651.934570
	Iteration 6F: 3 clusters Score -1503985 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1505289.625000 Penalty: 4651.934570
	Iteration 7F: 3 clusters Score -1505290 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1506012.375000 Penalty: 4651.934570
	Iteration 8Q: 3 clusters Score -1506012 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1506227.375000 Penalty: 4651.934570
	Iteration 9Q: 3 clusters Score -1506227 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1506307.000000 Penalty: 4651.934570
	Iteration 10Q: 3 clusters Score -1506307 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1506340.125000 Penalty: 4651.934570
	Iteration 11Q: 3 clusters Score -1506340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1506352.750000 Penalty: 4651.934570
	Iteration 12Q: 3 clusters Score -1506353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1506358.125000 Penalty: 4651.934570
	Iteration 13Q: 3 clusters Score -1506358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1506365.250000 Penalty: 4651.934570
	Iteration 14Q: 3 clusters Score -1506365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1506364.750000 Penalty: 4651.934570
	Iteration 15Q: 3 clusters Score -1506365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1506370.000000 Penalty: 4651.934570
	Iteration 16Q: 3 clusters Score -1506370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1506369.875000 Penalty: 4651.934570
	Iteration 17Q: 3 clusters Score -1506370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1506371.500000 Penalty: 4651.934570
	Iteration 18Q: 3 clusters Score -1506372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1506369.125000 Penalty: 4651.934570
	Iteration 19Q: 3 clusters Score -1506369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1506369.125000 Penalty: 4651.934570
	Iteration 20F: 3 clusters Score -1506369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 15935 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 34003 members 
Mstep: Class 5 contains 2104 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 19619 members 
Mstep: Class 8 contains 17601 members 
Mstep: Class 9 contains 79032 members 
Mstep: Class 10 contains 16848 members 
Mstep: Class 11 contains 5327 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 18919 members 
Mstep: Class 14 contains 139153 members 
Mstep: Class 15 contains 21367 members 
Mstep: Class 16 contains 4648 members 
Mstep: Class 17 contains 68951 members 
Mstep: Class 18 contains 96982 members 
Mstep: Class 19 contains 6884 members 
Mstep: Class 20 contains 180423 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 80183 members 
Mstep: Class 23 contains 3265 members 
Mstep: Class 24 contains 13811 members 
Mstep: Class 25 contains 37946 members 
Mstep: Class 26 contains 77348 members 
Mstep: Class 27 contains 14588 members 
Mstep: Class 28 contains 4742 members 
Mstep: Class 29 contains 8917 members 
Mstep: Class 30 contains 198230 members 
Mstep: Class 31 contains 2470 members 
Mstep: Class 32 contains 8571 members 
Entering Unmasked Estep 
Score: -150576240.000000 Penalty: 111174.281250
Splitting cluster 23 changes total score from -150541424.000000 to -150576240.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 15935 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 34003 members 
Mstep: Class 5 contains 2104 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 19619 members 
Mstep: Class 8 contains 17601 members 
Mstep: Class 9 contains 79032 members 
Mstep: Class 10 contains 16848 members 
Mstep: Class 11 contains 5327 members 
Mstep: Class 12 contains 12730 members 
Mstep: Class 13 contains 18919 members 
Mstep: Class 14 contains 139153 members 
Mstep: Class 15 contains 21367 members 
Mstep: Class 16 contains 4648 members 
Mstep: Class 18 contains 96982 members 
Mstep: Class 19 contains 6884 members 
Mstep: Class 20 contains 180423 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 80183 members 
Mstep: Class 23 contains 3265 members 
Entering Unmasked Estep 
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Score: -150586816.000000 Penalty: 111174.281250
Iteration 39Q: 33 clusters Score -1.505868e+08 nChanged 18636
Entering Unmasked Mstep 
Mstep: Class 0 contains 3137 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 16026 members 
Mstep: Class 3 contains 6208 members 
Mstep: Class 4 contains 34142 members 
Mstep: Class 5 contains 2257 members 
Mstep: Class 6 contains 2577 members 
Mstep: Class 7 contains 19684 members 
Mstep: Class 8 contains 18000 members 
Mstep: Class 9 contains 78967 members 
Mstep: Class 10 contains 17004 members 
Mstep: Class 11 contains 5383 members 
Mstep: Class 12 contains 12932 members 
Mstep: Class 13 contains 18870 members 
Mstep: Class 14 contains 139685 members 
Mstep: Class 15 contains 21159 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 67435 members 
Mstep: Class 18 contains 97343 members 
Mstep: Class 19 contains 7123 members 
Mstep: Class 20 contains 180756 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 80941 members 
Mstep: Class 23 contains 3598 members 
Mstep: Class 24 contains 13484 members 
Mstep: Class 25 contains 38481 members 
Mstep: Class 26 contains 76362 members 
Mstep: Class 27 contains 14190 members 
Mstep: Class 28 contains 4648 members 
Mstep: Class 29 contains 8973 members 
Mstep: Class 30 contains 195845 members 
Mstep: Class 31 contains 2620 members 
Mstep: Class 32 contains 8388 members 
Entering Unmasked Estep 
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Iteration 40F: 33 clusters Score -1.505937e+08 nChanged 12893
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 15891 members 
Mstep: Class 3 contains 6897 members 
Mstep: Class 4 contains 33748 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 2621 members 
Mstep: Class 7 contains 19551 members 
Mstep: Class 8 contains 18106 members 
Mstep: Class 9 contains 78771 members 
Mstep: Class 10 contains 17182 members 
Mstep: Class 11 contains 5265 members 
Mstep: Class 12 contains 12954 members 
Mstep: Class 13 contains 18730 members 
Mstep: Class 14 contains 139482 members 
Mstep: Class 15 contains 21009 members 
Mstep: Class 16 contains 5003 members 
Mstep: Class 17 contains 66614 members 
Mstep: Class 18 contains 97297 members 
Mstep: Class 19 contains 7242 members 
Mstep: Class 20 contains 180272 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 80767 members 
Mstep: Class 23 contains 3809 members 
Mstep: Class 24 contains 13761 members 
Mstep: Class 25 contains 38792 members 
Mstep: Class 26 contains 77058 members 
Mstep: Class 27 contains 13954 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 9530 members 
Mstep: Class 30 contains 195373 members 
Mstep: Class 31 contains 2655 members 
Mstep: Class 32 contains 8597 members 
Entering Unmasked Estep 
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Iteration 41Q: 33 clusters Score -1.505961e+08 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 15845 members 
Mstep: Class 3 contains 7503 members 
Mstep: Class 4 contains 33424 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 2666 members 
Mstep: Class 7 contains 19418 members 
Mstep: Class 8 contains 18207 members 
Mstep: Class 9 contains 78627 members 
Mstep: Class 10 contains 17413 members 
Mstep: Class 11 contains 5214 members 
Mstep: Class 12 contains 13002 members 
Mstep: Class 13 contains 18621 members 
Mstep: Class 14 contains 139388 members 
Mstep: Class 15 contains 20962 members 
Mstep: Class 16 contains 5094 members 
Mstep: Class 17 contains 65973 members 
Mstep: Class 18 contains 97279 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 179945 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 80755 members 
Mstep: Class 23 contains 3928 members 
Mstep: Class 24 contains 13868 members 
Mstep: Class 25 contains 38987 members 
Mstep: Class 26 contains 77246 members 
Mstep: Class 27 contains 13784 members 
Mstep: Class 28 contains 4909 members 
Mstep: Class 29 contains 9863 members 
Mstep: Class 30 contains 194978 members 
Mstep: Class 31 contains 2662 members 
Mstep: Class 32 contains 8753 members 
Entering Unmasked Estep 
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Iteration 42Q: 33 clusters Score -1.505974e+08 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 15809 members 
Mstep: Class 3 contains 8016 members 
Mstep: Class 4 contains 33176 members 
Mstep: Class 5 contains 2502 members 
Mstep: Class 6 contains 2717 members 
Mstep: Class 7 contains 19326 members 
Mstep: Class 8 contains 18334 members 
Mstep: Class 9 contains 78511 members 
Mstep: Class 10 contains 17619 members 
Mstep: Class 11 contains 5178 members 
Mstep: Class 12 contains 13027 members 
Mstep: Class 13 contains 18549 members 
Mstep: Class 14 contains 139339 members 
Mstep: Class 15 contains 20921 members 
Mstep: Class 16 contains 5182 members 
Mstep: Class 17 contains 65363 members 
Mstep: Class 18 contains 97270 members 
Mstep: Class 19 contains 7418 members 
Mstep: Class 20 contains 179690 members 
Mstep: Class 21 contains 1278 members 
Mstep: Class 22 contains 80783 members 
Mstep: Class 23 contains 4007 members 
Mstep: Class 24 contains 13945 members 
Mstep: Class 25 contains 39123 members 
Mstep: Class 26 contains 77302 members 
Mstep: Class 27 contains 13641 members 
Mstep: Class 28 contains 4953 members 
Mstep: Class 29 contains 10072 members 
Mstep: Class 30 contains 194705 members 
Mstep: Class 31 contains 2663 members 
Mstep: Class 32 contains 8920 members 
Entering Unmasked Estep 
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Iteration 43Q: 33 clusters Score -1.505983e+08 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 15754 members 
Mstep: Class 3 contains 8483 members 
Mstep: Class 4 contains 32986 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 19260 members 
Mstep: Class 8 contains 18431 members 
Mstep: Class 9 contains 78444 members 
Mstep: Class 10 contains 17762 members 
Mstep: Class 11 contains 5161 members 
Mstep: Class 12 contains 13050 members 
Mstep: Class 13 contains 18499 members 
Mstep: Class 14 contains 139336 members 
Mstep: Class 15 contains 20911 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 64810 members 
Mstep: Class 18 contains 97257 members 
Mstep: Class 19 contains 7454 members 
Mstep: Class 20 contains 179487 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 80807 members 
Mstep: Class 23 contains 4057 members 
Mstep: Class 24 contains 13959 members 
Mstep: Class 25 contains 39217 members 
Mstep: Class 26 contains 77301 members 
Mstep: Class 27 contains 13513 members 
Mstep: Class 28 contains 4970 members 
Mstep: Class 29 contains 10252 members 
Mstep: Class 30 contains 194546 members 
Mstep: Class 31 contains 2665 members 
Mstep: Class 32 contains 9089 members 
Entering Unmasked Estep 
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Iteration 44Q: 33 clusters Score -1.505987e+08 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 15710 members 
Mstep: Class 3 contains 8904 members 
Mstep: Class 4 contains 32794 members 
Mstep: Class 5 contains 2599 members 
Mstep: Class 6 contains 2842 members 
Mstep: Class 7 contains 19198 members 
Mstep: Class 8 contains 18523 members 
Mstep: Class 9 contains 78395 members 
Mstep: Class 10 contains 17898 members 
Mstep: Class 11 contains 5150 members 
Mstep: Class 12 contains 13075 members 
Mstep: Class 13 contains 18481 members 
Mstep: Class 14 contains 139342 members 
Mstep: Class 15 contains 20898 members 
Mstep: Class 16 contains 5299 members 
Mstep: Class 17 contains 64317 members 
Mstep: Class 18 contains 97247 members 
Mstep: Class 19 contains 7480 members 
Mstep: Class 20 contains 179356 members 
Mstep: Class 21 contains 1272 members 
Mstep: Class 22 contains 80826 members 
Mstep: Class 23 contains 4085 members 
Mstep: Class 24 contains 13993 members 
Mstep: Class 25 contains 39284 members 
Mstep: Class 26 contains 77203 members 
Mstep: Class 27 contains 13407 members 
Mstep: Class 28 contains 4982 members 
Mstep: Class 29 contains 10374 members 
Mstep: Class 30 contains 194408 members 
Mstep: Class 31 contains 2665 members 
Mstep: Class 32 contains 9250 members 
Entering Unmasked Estep 
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Iteration 45Q: 33 clusters Score -1.505996e+08 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 15674 members 
Mstep: Class 3 contains 9280 members 
Mstep: Class 4 contains 32610 members 
Mstep: Class 5 contains 2646 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 7 contains 19141 members 
Mstep: Class 8 contains 18592 members 
Mstep: Class 9 contains 78350 members 
Mstep: Class 10 contains 18001 members 
Mstep: Class 11 contains 5138 members 
Mstep: Class 12 contains 13093 members 
Mstep: Class 13 contains 18471 members 
Mstep: Class 14 contains 139350 members 
Mstep: Class 15 contains 20883 members 
Mstep: Class 16 contains 5339 members 
Mstep: Class 17 contains 63892 members 
Mstep: Class 18 contains 97230 members 
Mstep: Class 19 contains 7504 members 
Mstep: Class 20 contains 179246 members 
Mstep: Class 21 contains 1274 members 
Mstep: Class 22 contains 80842 members 
Mstep: Class 23 contains 4102 members 
Mstep: Class 24 contains 14001 members 
Mstep: Class 25 contains 39341 members 
Mstep: Class 26 contains 77096 members 
Mstep: Class 27 contains 13335 members 
Mstep: Class 28 contains 4995 members 
Mstep: Class 29 contains 10463 members 
Mstep: Class 30 contains 194308 members 
Mstep: Class 31 contains 2666 members 
Mstep: Class 32 contains 9400 members 
Entering Unmasked Estep 
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Iteration 46Q: 33 clusters Score -1.506006e+08 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 15647 members 
Mstep: Class 3 contains 9612 members 
Mstep: Class 4 contains 32441 members 
Mstep: Class 5 contains 2700 members 
Mstep: Class 6 contains 2974 members 
Mstep: Class 7 contains 19076 members 
Mstep: Class 8 contains 18656 members 
Mstep: Class 9 contains 78333 members 
Mstep: Class 10 contains 18092 members 
Mstep: Class 11 contains 5128 members 
Mstep: Class 12 contains 13135 members 
Mstep: Class 13 contains 18467 members 
Mstep: Class 14 contains 139382 members 
Mstep: Class 15 contains 20870 members 
Mstep: Class 16 contains 5372 members 
Mstep: Class 17 contains 63499 members 
Mstep: Class 18 contains 97219 members 
Mstep: Class 19 contains 7520 members 
Mstep: Class 20 contains 179147 members 
Mstep: Class 21 contains 1273 members 
Mstep: Class 22 contains 80888 members 
Mstep: Class 23 contains 4120 members 
Mstep: Class 24 contains 14004 members 
Mstep: Class 25 contains 39382 members 
Mstep: Class 26 contains 77006 members 
Mstep: Class 27 contains 13273 members 
Mstep: Class 28 contains 5003 members 
Mstep: Class 29 contains 10528 members 
Mstep: Class 30 contains 194200 members 
Mstep: Class 31 contains 2665 members 
Mstep: Class 32 contains 9511 members 
Entering Unmasked Estep 
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Iteration 47Q: 33 clusters Score -1.506014e+08 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 15620 members 
Mstep: Class 3 contains 9909 members 
Mstep: Class 4 contains 32303 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 19026 members 
Mstep: Class 8 contains 18697 members 
Mstep: Class 9 contains 78313 members 
Mstep: Class 10 contains 18162 members 
Mstep: Class 11 contains 5117 members 
Mstep: Class 12 contains 13180 members 
Mstep: Class 13 contains 18456 members 
Mstep: Class 14 contains 139357 members 
Mstep: Class 15 contains 20853 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 63142 members 
Mstep: Class 18 contains 97211 members 
Mstep: Class 19 contains 7535 members 
Mstep: Class 20 contains 179087 members 
Mstep: Class 21 contains 1272 members 
Mstep: Class 22 contains 80920 members 
Mstep: Class 23 contains 4143 members 
Mstep: Class 24 contains 14000 members 
Mstep: Class 25 contains 39439 members 
Mstep: Class 26 contains 76924 members 
Mstep: Class 27 contains 13225 members 
Mstep: Class 28 contains 5017 members 
Mstep: Class 29 contains 10583 members 
Mstep: Class 30 contains 194122 members 
Mstep: Class 31 contains 2665 members 
Mstep: Class 32 contains 9614 members 
Entering Unmasked Estep 
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Iteration 48Q: 33 clusters Score -1.506012e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 15587 members 
Mstep: Class 3 contains 10169 members 
Mstep: Class 4 contains 32152 members 
Mstep: Class 5 contains 2790 members 
Mstep: Class 6 contains 3014 members 
Mstep: Class 7 contains 18979 members 
Mstep: Class 8 contains 18744 members 
Mstep: Class 9 contains 78314 members 
Mstep: Class 10 contains 18234 members 
Mstep: Class 11 contains 5106 members 
Mstep: Class 12 contains 13213 members 
Mstep: Class 13 contains 18441 members 
Mstep: Class 14 contains 139370 members 
Mstep: Class 15 contains 20845 members 
Mstep: Class 16 contains 5427 members 
Mstep: Class 17 contains 62843 members 
Mstep: Class 18 contains 97199 members 
Mstep: Class 19 contains 7553 members 
Mstep: Class 20 contains 179043 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 80958 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 13994 members 
Mstep: Class 25 contains 39489 members 
Mstep: Class 26 contains 76838 members 
Mstep: Class 27 contains 13190 members 
Mstep: Class 28 contains 5032 members 
Mstep: Class 29 contains 10641 members 
Mstep: Class 30 contains 194046 members 
Mstep: Class 31 contains 2666 members 
Mstep: Class 32 contains 9678 members 
Entering Unmasked Estep 
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Iteration 49Q: 33 clusters Score -1.506017e+08 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 15569 members 
Mstep: Class 3 contains 10400 members 
Mstep: Class 4 contains 31998 members 
Mstep: Class 5 contains 2826 members 
Mstep: Class 6 contains 3025 members 
Mstep: Class 7 contains 18940 members 
Mstep: Class 8 contains 18815 members 
Mstep: Class 9 contains 78306 members 
Mstep: Class 10 contains 18297 members 
Mstep: Class 11 contains 5093 members 
Mstep: Class 12 contains 13239 members 
Mstep: Class 13 contains 18437 members 
Mstep: Class 14 contains 139349 members 
Mstep: Class 15 contains 20852 members 
Mstep: Class 16 contains 5452 members 
Mstep: Class 17 contains 62541 members 
Mstep: Class 18 contains 97188 members 
Mstep: Class 19 contains 7558 members 
Mstep: Class 20 contains 179033 members 
Mstep: Class 21 contains 1265 members 
Mstep: Class 22 contains 81021 members 
Mstep: Class 23 contains 4171 members 
Mstep: Class 24 contains 13985 members 
Mstep: Class 25 contains 39522 members 
Mstep: Class 26 contains 76759 members 
Mstep: Class 27 contains 13173 members 
Mstep: Class 28 contains 5042 members 
Mstep: Class 29 contains 10668 members 
Mstep: Class 30 contains 193999 members 
Mstep: Class 31 contains 2666 members 
Mstep: Class 32 contains 9718 members 
Entering Unmasked Estep 
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Score: -150602016.000000 Penalty: 111174.281250
Iteration 50Q: 33 clusters Score -1.50602e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 15543 members 
Mstep: Class 3 contains 10633 members 
Mstep: Class 4 contains 31842 members 
Mstep: Class 5 contains 2867 members 
Mstep: Class 6 contains 3034 members 
Mstep: Class 7 contains 18918 members 
Mstep: Class 8 contains 18864 members 
Mstep: Class 9 contains 78316 members 
Mstep: Class 10 contains 18355 members 
Mstep: Class 11 contains 5083 members 
Mstep: Class 12 contains 13265 members 
Mstep: Class 13 contains 18427 members 
Mstep: Class 14 contains 139361 members 
Mstep: Class 15 contains 20842 members 
Mstep: Class 16 contains 5459 members 
Mstep: Class 17 contains 62181 members 
Mstep: Class 18 contains 97192 members 
Mstep: Class 19 contains 7560 members 
Mstep: Class 20 contains 179018 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 81061 members 
Mstep: Class 23 contains 4178 members 
Mstep: Class 24 contains 13967 members 
Mstep: Class 25 contains 39553 members 
Mstep: Class 26 contains 76704 members 
Mstep: Class 27 contains 13155 members 
Mstep: Class 28 contains 5044 members 
Mstep: Class 29 contains 10717 members 
Mstep: Class 30 contains 193951 members 
Mstep: Class 31 contains 2666 members 
Mstep: Class 32 contains 9790 members 
Entering Unmasked Estep 
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Iteration 51Q: 33 clusters Score -1.506019e+08 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 15517 members 
Mstep: Class 3 contains 10826 members 
Mstep: Class 4 contains 31696 members 
Mstep: Class 5 contains 2900 members 
Mstep: Class 6 contains 3042 members 
Mstep: Class 7 contains 18891 members 
Mstep: Class 8 contains 18908 members 
Mstep: Class 9 contains 78311 members 
Mstep: Class 10 contains 18409 members 
Mstep: Class 11 contains 5079 members 
Mstep: Class 12 contains 13273 members 
Mstep: Class 13 contains 18412 members 
Mstep: Class 14 contains 139400 members 
Mstep: Class 15 contains 20838 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 61855 members 
Mstep: Class 18 contains 97190 members 
Mstep: Class 19 contains 7560 members 
Mstep: Class 20 contains 179031 members 
Mstep: Class 21 contains 1267 members 
Mstep: Class 22 contains 81102 members 
Mstep: Class 23 contains 4185 members 
Mstep: Class 24 contains 13948 members 
Mstep: Class 25 contains 39581 members 
Mstep: Class 26 contains 76674 members 
Mstep: Class 27 contains 13134 members 
Mstep: Class 28 contains 5048 members 
Mstep: Class 29 contains 10745 members 
Mstep: Class 30 contains 193903 members 
Mstep: Class 31 contains 2666 members 
Mstep: Class 32 contains 9866 members 
Entering Unmasked Estep 
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Iteration 52Q: 33 clusters Score -1.506023e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 15511 members 
Mstep: Class 3 contains 10973 members 
Mstep: Class 4 contains 31591 members 
Mstep: Class 5 contains 2924 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 18869 members 
Mstep: Class 8 contains 18986 members 
Mstep: Class 9 contains 78317 members 
Mstep: Class 10 contains 18457 members 
Mstep: Class 11 contains 5074 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 18405 members 
Mstep: Class 14 contains 139436 members 
Mstep: Class 15 contains 20832 members 
Mstep: Class 16 contains 5473 members 
Mstep: Class 17 contains 61556 members 
Mstep: Class 18 contains 97185 members 
Mstep: Class 19 contains 7561 members 
Mstep: Class 20 contains 179035 members 
Mstep: Class 21 contains 1267 members 
Mstep: Class 22 contains 81157 members 
Mstep: Class 23 contains 4188 members 
Mstep: Class 24 contains 13921 members 
Mstep: Class 25 contains 39610 members 
Mstep: Class 26 contains 76615 members 
Mstep: Class 27 contains 13118 members 
Mstep: Class 28 contains 5053 members 
Mstep: Class 29 contains 10774 members 
Mstep: Class 30 contains 193850 members 
Mstep: Class 31 contains 2666 members 
Mstep: Class 32 contains 9936 members 
Entering Unmasked Estep 
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Iteration 53Q: 33 clusters Score -1.506027e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 15506 members 
Mstep: Class 3 contains 11109 members 
Mstep: Class 4 contains 31459 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 6 contains 3054 members 
Mstep: Class 7 contains 18843 members 
Mstep: Class 8 contains 19059 members 
Mstep: Class 9 contains 78319 members 
Mstep: Class 10 contains 18492 members 
Mstep: Class 11 contains 5067 members 
Mstep: Class 12 contains 13294 members 
Mstep: Class 13 contains 18408 members 
Mstep: Class 14 contains 139508 members 
Mstep: Class 15 contains 20824 members 
Mstep: Class 16 contains 5483 members 
Mstep: Class 17 contains 61263 members 
Mstep: Class 18 contains 97183 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 20 contains 179016 members 
Mstep: Class 21 contains 1268 members 
Mstep: Class 22 contains 81207 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 39634 members 
Mstep: Class 26 contains 76587 members 
Mstep: Class 27 contains 13091 members 
Mstep: Class 28 contains 5058 members 
Mstep: Class 29 contains 10815 members 
Mstep: Class 30 contains 193812 members 
Mstep: Class 31 contains 2666 members 
Mstep: Class 32 contains 9997 members 
Entering Unmasked Estep 
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Iteration 54Q: 33 clusters Score -1.50603e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 15485 members 
Mstep: Class 3 contains 11217 members 
Mstep: Class 4 contains 31341 members 
Mstep: Class 5 contains 2964 members 
Mstep: Class 6 contains 3056 members 
Mstep: Class 7 contains 18834 members 
Mstep: Class 8 contains 19111 members 
Mstep: Class 9 contains 78318 members 
Mstep: Class 10 contains 18531 members 
Mstep: Class 11 contains 5066 members 
Mstep: Class 12 contains 13312 members 
Mstep: Class 13 contains 18410 members 
Mstep: Class 14 contains 139572 members 
Mstep: Class 15 contains 20822 members 
Mstep: Class 16 contains 5498 members 
Mstep: Class 17 contains 60978 members 
Mstep: Class 18 contains 97181 members 
Mstep: Class 19 contains 7564 members 
Mstep: Class 20 contains 179004 members 
Mstep: Class 21 contains 1268 members 
Mstep: Class 22 contains 81246 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 13884 members 
Mstep: Class 25 contains 39661 members 
Mstep: Class 26 contains 76566 members 
Mstep: Class 27 contains 13074 members 
Mstep: Class 28 contains 5062 members 
Mstep: Class 29 contains 10848 members 
Mstep: Class 30 contains 193774 members 
Mstep: Class 31 contains 2666 members 
Mstep: Class 32 contains 10064 members 
Entering Unmasked Estep 
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Iteration 55Q: 33 clusters Score -1.506032e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 15469 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 31228 members 
Mstep: Class 5 contains 2970 members 
Mstep: Class 6 contains 3058 members 
Mstep: Class 7 contains 18824 members 
Mstep: Class 8 contains 19167 members 
Mstep: Class 9 contains 78321 members 
Mstep: Class 10 contains 18572 members 
Mstep: Class 11 contains 5070 members 
Mstep: Class 12 contains 13324 members 
Mstep: Class 13 contains 18411 members 
Mstep: Class 14 contains 139618 members 
Mstep: Class 15 contains 20817 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 60709 members 
Mstep: Class 18 contains 97176 members 
Mstep: Class 19 contains 7567 members 
Mstep: Class 20 contains 179000 members 
Mstep: Class 21 contains 1268 members 
Mstep: Class 22 contains 81280 members 
Mstep: Class 23 contains 4188 members 
Mstep: Class 24 contains 13869 members 
Mstep: Class 25 contains 39681 members 
Mstep: Class 26 contains 76536 members 
Mstep: Class 27 contains 13063 members 
Mstep: Class 28 contains 5067 members 
Mstep: Class 29 contains 10869 members 
Mstep: Class 30 contains 193739 members 
Mstep: Class 31 contains 2666 members 
Mstep: Class 32 contains 10127 members 
Entering Unmasked Estep 
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Iteration 56Q: 33 clusters Score -1.50603e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 15451 members 
Mstep: Class 3 contains 11439 members 
Mstep: Class 4 contains 31134 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 3057 members 
Mstep: Class 7 contains 18808 members 
Mstep: Class 8 contains 19227 members 
Mstep: Class 9 contains 78326 members 
Mstep: Class 10 contains 18603 members 
Mstep: Class 11 contains 5065 members 
Mstep: Class 12 contains 13333 members 
Mstep: Class 13 contains 18411 members 
Mstep: Class 14 contains 139674 members 
Mstep: Class 15 contains 20811 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 60496 members 
Mstep: Class 18 contains 97173 members 
Mstep: Class 19 contains 7566 members 
Mstep: Class 20 contains 179008 members 
Mstep: Class 21 contains 1268 members 
Mstep: Class 22 contains 81303 members 
Mstep: Class 23 contains 4188 members 
Mstep: Class 24 contains 13849 members 
Mstep: Class 25 contains 39703 members 
Mstep: Class 26 contains 76486 members 
Mstep: Class 27 contains 13050 members 
Mstep: Class 28 contains 5072 members 
Mstep: Class 29 contains 10887 members 
Mstep: Class 30 contains 193697 members 
Mstep: Class 31 contains 2666 members 
Mstep: Class 32 contains 10185 members 
Entering Unmasked Estep 
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Iteration 57Q: 33 clusters Score -1.506031e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 11529 members 
Mstep: Class 4 contains 31033 members 
Mstep: Class 5 contains 2996 members 
Mstep: Class 6 contains 3057 members 
Mstep: Class 7 contains 18791 members 
Mstep: Class 8 contains 19293 members 
Mstep: Class 9 contains 78321 members 
Mstep: Class 10 contains 18625 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 13343 members 
Mstep: Class 13 contains 18405 members 
Mstep: Class 14 contains 139725 members 
Mstep: Class 15 contains 20815 members 
Mstep: Class 16 contains 5560 members 
Mstep: Class 17 contains 60304 members 
Mstep: Class 18 contains 97165 members 
Mstep: Class 19 contains 7569 members 
Mstep: Class 20 contains 178990 members 
Mstep: Class 21 contains 1268 members 
Mstep: Class 22 contains 81327 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13842 members 
Mstep: Class 25 contains 39718 members 
Mstep: Class 26 contains 76461 members 
Mstep: Class 27 contains 13038 members 
Mstep: Class 28 contains 5073 members 
Mstep: Class 29 contains 10913 members 
Mstep: Class 30 contains 193651 members 
Mstep: Class 31 contains 2666 members 
Mstep: Class 32 contains 10245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150603232.000000 Penalty: 111174.281250
Iteration 58Q: 33 clusters Score -1.506032e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 15431 members 
Mstep: Class 3 contains 11631 members 
Mstep: Class 4 contains 30935 members 
Mstep: Class 5 contains 3005 members 
Mstep: Class 6 contains 3057 members 
Mstep: Class 7 contains 18770 members 
Mstep: Class 8 contains 19339 members 
Mstep: Class 9 contains 78317 members 
Mstep: Class 10 contains 18634 members 
Mstep: Class 11 contains 5054 members 
Mstep: Class 12 contains 13352 members 
Mstep: Class 13 contains 18405 members 
Mstep: Class 14 contains 139781 members 
Mstep: Class 15 contains 20815 members 
Mstep: Class 16 contains 5579 members 
Mstep: Class 17 contains 60106 members 
Mstep: Class 18 contains 97161 members 
Mstep: Class 19 contains 7570 members 
Mstep: Class 20 contains 178982 members 
Mstep: Class 21 contains 1268 members 
Mstep: Class 22 contains 81346 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13822 members 
Mstep: Class 25 contains 39728 members 
Mstep: Class 26 contains 76438 members 
Mstep: Class 27 contains 13027 members 
Mstep: Class 28 contains 5072 members 
Mstep: Class 29 contains 10942 members 
Mstep: Class 30 contains 193629 members 
Mstep: Class 31 contains 2666 members 
Mstep: Class 32 contains 10307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150603168.000000 Penalty: 111174.281250
Iteration 59Q: 33 clusters Score -1.506032e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 3130 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 15426 members 
Mstep: Class 3 contains 11722 members 
Mstep: Class 4 contains 30840 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 3058 members 
Mstep: Class 7 contains 18754 members 
Mstep: Class 8 contains 19374 members 
Mstep: Class 9 contains 78313 members 
Mstep: Class 10 contains 18649 members 
Mstep: Class 11 contains 5055 members 
Mstep: Class 12 contains 13359 members 
Mstep: Class 13 contains 18402 members 
Mstep: Class 14 contains 139851 members 
Mstep: Class 15 contains 20815 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 59946 members 
Mstep: Class 18 contains 97158 members 
Mstep: Class 19 contains 7568 members 
Mstep: Class 20 contains 178971 members 
Mstep: Class 21 contains 1267 members 
Mstep: Class 22 contains 81362 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13814 members 
Mstep: Class 25 contains 39745 members 
Mstep: Class 26 contains 76403 members 
Mstep: Class 27 contains 13025 members 
Mstep: Class 28 contains 5071 members 
Mstep: Class 29 contains 10962 members 
Mstep: Class 30 contains 193596 members 
Mstep: Class 31 contains 2666 members 
Mstep: Class 32 contains 10359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150603936.000000 Penalty: 111174.281250
Iteration 60F: 33 clusters Score -1.506039e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 3123 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 15415 members 
Mstep: Class 3 contains 11803 members 
Mstep: Class 4 contains 30762 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 18741 members 
Mstep: Class 8 contains 19385 members 
Mstep: Class 9 contains 78316 members 
Mstep: Class 10 contains 18677 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 13365 members 
Mstep: Class 13 contains 18388 members 
Mstep: Class 14 contains 139912 members 
Mstep: Class 15 contains 20741 members 
Mstep: Class 16 contains 5602 members 
Mstep: Class 17 contains 59803 members 
Mstep: Class 18 contains 97155 members 
Mstep: Class 19 contains 7567 members 
Mstep: Class 20 contains 178969 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 81369 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 39752 members 
Mstep: Class 26 contains 76385 members 
Mstep: Class 27 contains 13022 members 
Mstep: Class 28 contains 5071 members 
Mstep: Class 29 contains 10977 members 
Mstep: Class 30 contains 193567 members 
Mstep: Class 31 contains 2667 members 
Mstep: Class 32 contains 10383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150604944.000000 Penalty: 111174.281250
Iteration 61Q: 33 clusters Score -1.506049e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 15415 members 
Mstep: Class 3 contains 11880 members 
Mstep: Class 4 contains 30701 members 
Mstep: Class 5 contains 3069 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 18728 members 
Mstep: Class 8 contains 19409 members 
Mstep: Class 9 contains 78316 members 
Mstep: Class 10 contains 18695 members 
Mstep: Class 11 contains 5045 members 
Mstep: Class 12 contains 13375 members 
Mstep: Class 13 contains 18371 members 
Mstep: Class 14 contains 139953 members 
Mstep: Class 15 contains 20603 members 
Mstep: Class 16 contains 5607 members 
Mstep: Class 17 contains 59659 members 
Mstep: Class 18 contains 97161 members 
Mstep: Class 19 contains 7568 members 
Mstep: Class 20 contains 178973 members 
Mstep: Class 21 contains 1294 members 
Mstep: Class 22 contains 81371 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13783 members 
Mstep: Class 25 contains 39771 members 
Mstep: Class 26 contains 76352 members 
Mstep: Class 27 contains 13015 members 
Mstep: Class 28 contains 5076 members 
Mstep: Class 29 contains 10990 members 
Mstep: Class 30 contains 193549 members 
Mstep: Class 31 contains 2668 members 
Mstep: Class 32 contains 10406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150605184.000000 Penalty: 111174.281250
Iteration 62Q: 33 clusters Score -1.506052e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 15419 members 
Mstep: Class 3 contains 11955 members 
Mstep: Class 4 contains 30623 members 
Mstep: Class 5 contains 3089 members 
Mstep: Class 6 contains 3387 members 
Mstep: Class 7 contains 18720 members 
Mstep: Class 8 contains 19426 members 
Mstep: Class 9 contains 78317 members 
Mstep: Class 10 contains 18721 members 
Mstep: Class 11 contains 5043 members 
Mstep: Class 12 contains 13381 members 
Mstep: Class 13 contains 18345 members 
Mstep: Class 14 contains 140013 members 
Mstep: Class 15 contains 20487 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 59535 members 
Mstep: Class 18 contains 97158 members 
Mstep: Class 19 contains 7567 members 
Mstep: Class 20 contains 178977 members 
Mstep: Class 21 contains 1289 members 
Mstep: Class 22 contains 81370 members 
Mstep: Class 23 contains 4188 members 
Mstep: Class 24 contains 13764 members 
Mstep: Class 25 contains 39797 members 
Mstep: Class 26 contains 76321 members 
Mstep: Class 27 contains 13008 members 
Mstep: Class 28 contains 5084 members 
Mstep: Class 29 contains 10989 members 
Mstep: Class 30 contains 193514 members 
Mstep: Class 31 contains 2668 members 
Mstep: Class 32 contains 10432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150605232.000000 Penalty: 111174.281250
Iteration 63Q: 33 clusters Score -1.506052e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 15416 members 
Mstep: Class 3 contains 12025 members 
Mstep: Class 4 contains 30559 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 18715 members 
Mstep: Class 8 contains 19453 members 
Mstep: Class 9 contains 78324 members 
Mstep: Class 10 contains 18732 members 
Mstep: Class 11 contains 5042 members 
Mstep: Class 12 contains 13386 members 
Mstep: Class 13 contains 18316 members 
Mstep: Class 14 contains 140085 members 
Mstep: Class 15 contains 20355 members 
Mstep: Class 16 contains 5639 members 
Mstep: Class 17 contains 59443 members 
Mstep: Class 18 contains 97168 members 
Mstep: Class 19 contains 7565 members 
Mstep: Class 20 contains 178965 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 81368 members 
Mstep: Class 23 contains 4189 members 
Mstep: Class 24 contains 13743 members 
Mstep: Class 25 contains 39828 members 
Mstep: Class 26 contains 76290 members 
Mstep: Class 27 contains 13008 members 
Mstep: Class 28 contains 5092 members 
Mstep: Class 29 contains 10993 members 
Mstep: Class 30 contains 193483 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150605600.000000 Penalty: 111174.281250
Iteration 64Q: 33 clusters Score -1.506056e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 15423 members 
Mstep: Class 3 contains 12083 members 
Mstep: Class 4 contains 30489 members 
Mstep: Class 5 contains 3100 members 
Mstep: Class 6 contains 3563 members 
Mstep: Class 7 contains 18703 members 
Mstep: Class 8 contains 19457 members 
Mstep: Class 9 contains 78319 members 
Mstep: Class 10 contains 18746 members 
Mstep: Class 11 contains 5044 members 
Mstep: Class 12 contains 13387 members 
Mstep: Class 13 contains 18298 members 
Mstep: Class 14 contains 140132 members 
Mstep: Class 15 contains 20232 members 
Mstep: Class 16 contains 5643 members 
Mstep: Class 17 contains 59350 members 
Mstep: Class 18 contains 97192 members 
Mstep: Class 19 contains 7562 members 
Mstep: Class 20 contains 178955 members 
Mstep: Class 21 contains 1290 members 
Mstep: Class 22 contains 81380 members 
Mstep: Class 23 contains 4189 members 
Mstep: Class 24 contains 13728 members 
Mstep: Class 25 contains 39857 members 
Mstep: Class 26 contains 76284 members 
Mstep: Class 27 contains 13008 members 
Mstep: Class 28 contains 5111 members 
Mstep: Class 29 contains 11012 members 
Mstep: Class 30 contains 193458 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150605664.000000 Penalty: 111174.281250
Iteration 65Q: 33 clusters Score -1.506057e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 15425 members 
Mstep: Class 3 contains 12135 members 
Mstep: Class 4 contains 30422 members 
Mstep: Class 5 contains 3103 members 
Mstep: Class 6 contains 3585 members 
Mstep: Class 7 contains 18699 members 
Mstep: Class 8 contains 19473 members 
Mstep: Class 9 contains 78314 members 
Mstep: Class 10 contains 18767 members 
Mstep: Class 11 contains 5043 members 
Mstep: Class 12 contains 13394 members 
Mstep: Class 13 contains 18289 members 
Mstep: Class 14 contains 140166 members 
Mstep: Class 15 contains 20120 members 
Mstep: Class 16 contains 5649 members 
Mstep: Class 17 contains 59253 members 
Mstep: Class 18 contains 97227 members 
Mstep: Class 19 contains 7565 members 
Mstep: Class 20 contains 178947 members 
Mstep: Class 21 contains 1289 members 
Mstep: Class 22 contains 81378 members 
Mstep: Class 23 contains 4188 members 
Mstep: Class 24 contains 13712 members 
Mstep: Class 25 contains 39896 members 
Mstep: Class 26 contains 76268 members 
Mstep: Class 27 contains 13007 members 
Mstep: Class 28 contains 5134 members 
Mstep: Class 29 contains 11031 members 
Mstep: Class 30 contains 193454 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150605904.000000 Penalty: 111174.281250
Iteration 66Q: 33 clusters Score -1.506059e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 15420 members 
Mstep: Class 3 contains 12184 members 
Mstep: Class 4 contains 30367 members 
Mstep: Class 5 contains 3105 members 
Mstep: Class 6 contains 3590 members 
Mstep: Class 7 contains 18696 members 
Mstep: Class 8 contains 19494 members 
Mstep: Class 9 contains 78312 members 
Mstep: Class 10 contains 18780 members 
Mstep: Class 11 contains 5040 members 
Mstep: Class 12 contains 13398 members 
Mstep: Class 13 contains 18273 members 
Mstep: Class 14 contains 140208 members 
Mstep: Class 15 contains 20025 members 
Mstep: Class 16 contains 5653 members 
Mstep: Class 17 contains 59158 members 
Mstep: Class 18 contains 97273 members 
Mstep: Class 19 contains 7566 members 
Mstep: Class 20 contains 178941 members 
Mstep: Class 21 contains 1290 members 
Mstep: Class 22 contains 81385 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 13692 members 
Mstep: Class 25 contains 39925 members 
Mstep: Class 26 contains 76256 members 
Mstep: Class 27 contains 13007 members 
Mstep: Class 28 contains 5151 members 
Mstep: Class 29 contains 11044 members 
Mstep: Class 30 contains 193450 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150606208.000000 Penalty: 111174.281250
Iteration 67Q: 33 clusters Score -1.506062e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 15419 members 
Mstep: Class 3 contains 12233 members 
Mstep: Class 4 contains 30316 members 
Mstep: Class 5 contains 3106 members 
Mstep: Class 6 contains 3582 members 
Mstep: Class 7 contains 18692 members 
Mstep: Class 8 contains 19512 members 
Mstep: Class 9 contains 78313 members 
Mstep: Class 10 contains 18784 members 
Mstep: Class 11 contains 5036 members 
Mstep: Class 12 contains 13404 members 
Mstep: Class 13 contains 18259 members 
Mstep: Class 14 contains 140252 members 
Mstep: Class 15 contains 19954 members 
Mstep: Class 16 contains 5652 members 
Mstep: Class 17 contains 59069 members 
Mstep: Class 18 contains 97311 members 
Mstep: Class 19 contains 7564 members 
Mstep: Class 20 contains 178949 members 
Mstep: Class 21 contains 1290 members 
Mstep: Class 22 contains 81390 members 
Mstep: Class 23 contains 4184 members 
Mstep: Class 24 contains 13682 members 
Mstep: Class 25 contains 39942 members 
Mstep: Class 26 contains 76249 members 
Mstep: Class 27 contains 13005 members 
Mstep: Class 28 contains 5172 members 
Mstep: Class 29 contains 11058 members 
Mstep: Class 30 contains 193461 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150606336.000000 Penalty: 111174.281250
Iteration 68Q: 33 clusters Score -1.506063e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 15420 members 
Mstep: Class 3 contains 12281 members 
Mstep: Class 4 contains 30274 members 
Mstep: Class 5 contains 3109 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 18686 members 
Mstep: Class 8 contains 19519 members 
Mstep: Class 9 contains 78307 members 
Mstep: Class 10 contains 18793 members 
Mstep: Class 11 contains 5034 members 
Mstep: Class 12 contains 13399 members 
Mstep: Class 13 contains 18244 members 
Mstep: Class 14 contains 140307 members 
Mstep: Class 15 contains 19901 members 
Mstep: Class 16 contains 5657 members 
Mstep: Class 17 contains 58976 members 
Mstep: Class 18 contains 97351 members 
Mstep: Class 19 contains 7565 members 
Mstep: Class 20 contains 178950 members 
Mstep: Class 21 contains 1289 members 
Mstep: Class 22 contains 81396 members 
Mstep: Class 23 contains 4184 members 
Mstep: Class 24 contains 13661 members 
Mstep: Class 25 contains 39952 members 
Mstep: Class 26 contains 76243 members 
Mstep: Class 27 contains 13004 members 
Mstep: Class 28 contains 5186 members 
Mstep: Class 29 contains 11070 members 
Mstep: Class 30 contains 193458 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150606528.000000 Penalty: 111174.281250
Iteration 69Q: 33 clusters Score -1.506065e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 15419 members 
Mstep: Class 3 contains 12312 members 
Mstep: Class 4 contains 30252 members 
Mstep: Class 5 contains 3110 members 
Mstep: Class 6 contains 3576 members 
Mstep: Class 7 contains 18681 members 
Mstep: Class 8 contains 19536 members 
Mstep: Class 9 contains 78301 members 
Mstep: Class 10 contains 18795 members 
Mstep: Class 11 contains 5033 members 
Mstep: Class 12 contains 13399 members 
Mstep: Class 13 contains 18233 members 
Mstep: Class 14 contains 140339 members 
Mstep: Class 15 contains 19880 members 
Mstep: Class 16 contains 5658 members 
Mstep: Class 17 contains 58892 members 
Mstep: Class 18 contains 97372 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 20 contains 178957 members 
Mstep: Class 21 contains 1289 members 
Mstep: Class 22 contains 81398 members 
Mstep: Class 23 contains 4184 members 
Mstep: Class 24 contains 13640 members 
Mstep: Class 25 contains 39960 members 
Mstep: Class 26 contains 76244 members 
Mstep: Class 27 contains 13003 members 
Mstep: Class 28 contains 5185 members 
Mstep: Class 29 contains 11077 members 
Mstep: Class 30 contains 193446 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150606592.000000 Penalty: 111174.281250
Iteration 70Q: 33 clusters Score -1.506066e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 15422 members 
Mstep: Class 3 contains 12341 members 
Mstep: Class 4 contains 30224 members 
Mstep: Class 5 contains 3112 members 
Mstep: Class 6 contains 3570 members 
Mstep: Class 7 contains 18673 members 
Mstep: Class 8 contains 19556 members 
Mstep: Class 9 contains 78288 members 
Mstep: Class 10 contains 18798 members 
Mstep: Class 11 contains 5032 members 
Mstep: Class 12 contains 13406 members 
Mstep: Class 13 contains 18230 members 
Mstep: Class 14 contains 140356 members 
Mstep: Class 15 contains 19861 members 
Mstep: Class 16 contains 5663 members 
Mstep: Class 17 contains 58802 members 
Mstep: Class 18 contains 97386 members 
Mstep: Class 19 contains 7565 members 
Mstep: Class 20 contains 178977 members 
Mstep: Class 21 contains 1289 members 
Mstep: Class 22 contains 81398 members 
Mstep: Class 23 contains 4184 members 
Mstep: Class 24 contains 13629 members 
Mstep: Class 25 contains 39956 members 
Mstep: Class 26 contains 76240 members 
Mstep: Class 27 contains 13001 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 11070 members 
Mstep: Class 30 contains 193446 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150606672.000000 Penalty: 111174.281250
Iteration 71Q: 33 clusters Score -1.506067e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 15425 members 
Mstep: Class 3 contains 12381 members 
Mstep: Class 4 contains 30189 members 
Mstep: Class 5 contains 3117 members 
Mstep: Class 6 contains 3565 members 
Mstep: Class 7 contains 18664 members 
Mstep: Class 8 contains 19569 members 
Mstep: Class 9 contains 78282 members 
Mstep: Class 10 contains 18803 members 
Mstep: Class 11 contains 5034 members 
Mstep: Class 12 contains 13412 members 
Mstep: Class 13 contains 18225 members 
Mstep: Class 14 contains 140378 members 
Mstep: Class 15 contains 19841 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 58720 members 
Mstep: Class 18 contains 97395 members 
Mstep: Class 19 contains 7564 members 
Mstep: Class 20 contains 178990 members 
Mstep: Class 21 contains 1289 members 
Mstep: Class 22 contains 81403 members 
Mstep: Class 23 contains 4184 members 
Mstep: Class 24 contains 13619 members 
Mstep: Class 25 contains 39954 members 
Mstep: Class 26 contains 76224 members 
Mstep: Class 27 contains 13000 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 11075 members 
Mstep: Class 30 contains 193448 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150606640.000000 Penalty: 111174.281250
Iteration 72Q: 33 clusters Score -1.506066e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 15428 members 
Mstep: Class 3 contains 12406 members 
Mstep: Class 4 contains 30151 members 
Mstep: Class 5 contains 3119 members 
Mstep: Class 6 contains 3559 members 
Mstep: Class 7 contains 18660 members 
Mstep: Class 8 contains 19579 members 
Mstep: Class 9 contains 78288 members 
Mstep: Class 10 contains 18805 members 
Mstep: Class 11 contains 5034 members 
Mstep: Class 12 contains 13411 members 
Mstep: Class 13 contains 18220 members 
Mstep: Class 14 contains 140397 members 
Mstep: Class 15 contains 19830 members 
Mstep: Class 16 contains 5660 members 
Mstep: Class 17 contains 58671 members 
Mstep: Class 18 contains 97398 members 
Mstep: Class 19 contains 7564 members 
Mstep: Class 20 contains 178992 members 
Mstep: Class 21 contains 1289 members 
Mstep: Class 22 contains 81401 members 
Mstep: Class 23 contains 4185 members 
Mstep: Class 24 contains 13612 members 
Mstep: Class 25 contains 39948 members 
Mstep: Class 26 contains 76215 members 
Mstep: Class 27 contains 13000 members 
Mstep: Class 28 contains 5201 members 
Mstep: Class 29 contains 11087 members 
Mstep: Class 30 contains 193452 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150606848.000000 Penalty: 111174.281250
Iteration 73Q: 33 clusters Score -1.506068e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 15425 members 
Mstep: Class 3 contains 12453 members 
Mstep: Class 4 contains 30126 members 
Mstep: Class 5 contains 3121 members 
Mstep: Class 6 contains 3557 members 
Mstep: Class 7 contains 18660 members 
Mstep: Class 8 contains 19597 members 
Mstep: Class 9 contains 78283 members 
Mstep: Class 10 contains 18813 members 
Mstep: Class 11 contains 5033 members 
Mstep: Class 12 contains 13409 members 
Mstep: Class 13 contains 18216 members 
Mstep: Class 14 contains 140419 members 
Mstep: Class 15 contains 19814 members 
Mstep: Class 16 contains 5656 members 
Mstep: Class 17 contains 58602 members 
Mstep: Class 18 contains 97405 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 20 contains 178990 members 
Mstep: Class 21 contains 1289 members 
Mstep: Class 22 contains 81404 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 13601 members 
Mstep: Class 25 contains 39938 members 
Mstep: Class 26 contains 76201 members 
Mstep: Class 27 contains 13001 members 
Mstep: Class 28 contains 5205 members 
Mstep: Class 29 contains 11093 members 
Mstep: Class 30 contains 193459 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150606848.000000 Penalty: 111174.281250
Iteration 74Q: 33 clusters Score -1.506068e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 15419 members 
Mstep: Class 3 contains 12496 members 
Mstep: Class 4 contains 30099 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 6 contains 3555 members 
Mstep: Class 7 contains 18659 members 
Mstep: Class 8 contains 19613 members 
Mstep: Class 9 contains 78276 members 
Mstep: Class 10 contains 18818 members 
Mstep: Class 11 contains 5033 members 
Mstep: Class 12 contains 13406 members 
Mstep: Class 13 contains 18212 members 
Mstep: Class 14 contains 140447 members 
Mstep: Class 15 contains 19813 members 
Mstep: Class 16 contains 5649 members 
Mstep: Class 17 contains 58536 members 
Mstep: Class 18 contains 97406 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 20 contains 178983 members 
Mstep: Class 21 contains 1289 members 
Mstep: Class 22 contains 81407 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 13591 members 
Mstep: Class 25 contains 39931 members 
Mstep: Class 26 contains 76194 members 
Mstep: Class 27 contains 13001 members 
Mstep: Class 28 contains 5209 members 
Mstep: Class 29 contains 11091 members 
Mstep: Class 30 contains 193461 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150606784.000000 Penalty: 111174.281250
Iteration 75Q: 33 clusters Score -1.506068e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 15415 members 
Mstep: Class 3 contains 12536 members 
Mstep: Class 4 contains 30075 members 
Mstep: Class 5 contains 3123 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 7 contains 18657 members 
Mstep: Class 8 contains 19625 members 
Mstep: Class 9 contains 78278 members 
Mstep: Class 10 contains 18823 members 
Mstep: Class 11 contains 5033 members 
Mstep: Class 12 contains 13403 members 
Mstep: Class 13 contains 18208 members 
Mstep: Class 14 contains 140466 members 
Mstep: Class 15 contains 19814 members 
Mstep: Class 16 contains 5651 members 
Mstep: Class 17 contains 58464 members 
Mstep: Class 18 contains 97404 members 
Mstep: Class 19 contains 7561 members 
Mstep: Class 20 contains 178977 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 81407 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 13580 members 
Mstep: Class 25 contains 39920 members 
Mstep: Class 26 contains 76183 members 
Mstep: Class 27 contains 13002 members 
Mstep: Class 28 contains 5215 members 
Mstep: Class 29 contains 11088 members 
Mstep: Class 30 contains 193474 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150606752.000000 Penalty: 111174.281250
Iteration 76Q: 33 clusters Score -1.506068e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 12569 members 
Mstep: Class 4 contains 30055 members 
Mstep: Class 5 contains 3126 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 18655 members 
Mstep: Class 8 contains 19638 members 
Mstep: Class 9 contains 78280 members 
Mstep: Class 10 contains 18825 members 
Mstep: Class 11 contains 5032 members 
Mstep: Class 12 contains 13409 members 
Mstep: Class 13 contains 18202 members 
Mstep: Class 14 contains 140460 members 
Mstep: Class 15 contains 19812 members 
Mstep: Class 16 contains 5651 members 
Mstep: Class 17 contains 58419 members 
Mstep: Class 18 contains 97406 members 
Mstep: Class 19 contains 7562 members 
Mstep: Class 20 contains 178969 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 81409 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 13569 members 
Mstep: Class 25 contains 39912 members 
Mstep: Class 26 contains 76184 members 
Mstep: Class 27 contains 13001 members 
Mstep: Class 28 contains 5218 members 
Mstep: Class 29 contains 11084 members 
Mstep: Class 30 contains 193473 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150606784.000000 Penalty: 111174.281250
Iteration 77Q: 33 clusters Score -1.506068e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 12594 members 
Mstep: Class 4 contains 30038 members 
Mstep: Class 5 contains 3125 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 18651 members 
Mstep: Class 8 contains 19645 members 
Mstep: Class 9 contains 78281 members 
Mstep: Class 10 contains 18825 members 
Mstep: Class 11 contains 5032 members 
Mstep: Class 12 contains 13415 members 
Mstep: Class 13 contains 18198 members 
Mstep: Class 14 contains 140466 members 
Mstep: Class 15 contains 19815 members 
Mstep: Class 16 contains 5657 members 
Mstep: Class 17 contains 58391 members 
Mstep: Class 18 contains 97403 members 
Mstep: Class 19 contains 7562 members 
Mstep: Class 20 contains 178968 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 81413 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 13560 members 
Mstep: Class 25 contains 39898 members 
Mstep: Class 26 contains 76184 members 
Mstep: Class 27 contains 12999 members 
Mstep: Class 28 contains 5219 members 
Mstep: Class 29 contains 11079 members 
Mstep: Class 30 contains 193475 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150607008.000000 Penalty: 111174.281250
Iteration 78Q: 33 clusters Score -1.50607e+08 nChanged 305
Entering ConstructFrom: 
Score: -150607008.000000 Penalty: 111174.281250
Entering ConstructFrom: 
Trying to split cluster 1 (12402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Entering Unmasked Estep 
Score: -1546097.750000 Penalty: 2337.552246
	Iteration 0F: 2 clusters Score -1546098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1536908.375000 Penalty: 4675.104492
	Iteration 0F: 3 clusters Score -1536908 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1539630.250000 Penalty: 4675.104492
	Iteration 1F: 3 clusters Score -1539630 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1540049.500000 Penalty: 4675.104492
	Iteration 2F: 3 clusters Score -1540050 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1540415.250000 Penalty: 4675.104492
	Iteration 3F: 3 clusters Score -1540415 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1540791.375000 Penalty: 4675.104492
	Iteration 4F: 3 clusters Score -1540791 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1541149.000000 Penalty: 4675.104492
	Iteration 5F: 3 clusters Score -1541149 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1541439.250000 Penalty: 4675.104492
	Iteration 6Q: 3 clusters Score -1541439 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1541758.500000 Penalty: 4675.104492
	Iteration 7Q: 3 clusters Score -1541758 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1542079.000000 Penalty: 4675.104492
	Iteration 8Q: 3 clusters Score -1542079 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1542378.500000 Penalty: 4675.104492
	Iteration 9Q: 3 clusters Score -1542378 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1542666.000000 Penalty: 4675.104492
	Iteration 10Q: 3 clusters Score -1542666 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1542934.000000 Penalty: 4675.104492
	Iteration 11Q: 3 clusters Score -1542934 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1543139.000000 Penalty: 4675.104492
	Iteration 12Q: 3 clusters Score -1543139 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1543298.375000 Penalty: 4675.104492
	Iteration 13Q: 3 clusters Score -1543298 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1543437.500000 Penalty: 4675.104492
	Iteration 14Q: 3 clusters Score -1543438 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1543546.250000 Penalty: 4675.104492
	Iteration 15Q: 3 clusters Score -1543546 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1543630.875000 Penalty: 4675.104492
	Iteration 16Q: 3 clusters Score -1543631 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1543714.125000 Penalty: 4675.104492
	Iteration 17Q: 3 clusters Score -1543714 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1543785.750000 Penalty: 4675.104492
	Iteration 18Q: 3 clusters Score -1543786 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1543842.875000 Penalty: 4675.104492
	Iteration 19Q: 3 clusters Score -1543843 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1543893.625000 Penalty: 4675.104492
	Iteration 20F: 3 clusters Score -1543894 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1543933.750000 Penalty: 4675.104492
	Iteration 21Q: 3 clusters Score -1543934 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1543961.000000 Penalty: 4675.104492
	Iteration 22Q: 3 clusters Score -1543961 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1543981.500000 Penalty: 4675.104492
	Iteration 23Q: 3 clusters Score -1543982 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1544014.000000 Penalty: 4675.104492
	Iteration 24Q: 3 clusters Score -1544014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1544027.000000 Penalty: 4675.104492
	Iteration 25Q: 3 clusters Score -1544027 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1544045.250000 Penalty: 4675.104492
	Iteration 26Q: 3 clusters Score -1544045 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1544063.625000 Penalty: 4675.104492
	Iteration 27Q: 3 clusters Score -1544064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1544076.500000 Penalty: 4675.104492
	Iteration 28Q: 3 clusters Score -1544076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1544085.375000 Penalty: 4675.104492
	Iteration 29Q: 3 clusters Score -1544085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1544097.500000 Penalty: 4675.104492
	Iteration 30Q: 3 clusters Score -1544098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1544107.500000 Penalty: 4675.104492
	Iteration 31Q: 3 clusters Score -1544108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1544113.250000 Penalty: 4675.104492
	Iteration 32Q: 3 clusters Score -1544113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1544122.875000 Penalty: 4675.104492
	Iteration 33Q: 3 clusters Score -1544123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1544121.750000 Penalty: 4675.104492
	Iteration 34Q: 3 clusters Score -1544122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1544130.750000 Penalty: 4675.104492
	Iteration 35Q: 3 clusters Score -1544131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1544132.500000 Penalty: 4675.104492
	Iteration 36Q: 3 clusters Score -1544132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1544137.375000 Penalty: 4675.104492
	Iteration 37Q: 3 clusters Score -1544137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1544138.500000 Penalty: 4675.104492
	Iteration 38Q: 3 clusters Score -1544138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1544139.875000 Penalty: 4675.104492
	Iteration 39Q: 3 clusters Score -1544140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1544148.875000 Penalty: 4675.104492
	Iteration 40F: 3 clusters Score -1544149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1544151.875000 Penalty: 4675.104492
	Iteration 41Q: 3 clusters Score -1544152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1544158.375000 Penalty: 4675.104492
	Iteration 42Q: 3 clusters Score -1544158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1544163.375000 Penalty: 4675.104492
	Iteration 43Q: 3 clusters Score -1544163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1544165.375000 Penalty: 4675.104492
	Iteration 44Q: 3 clusters Score -1544165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1544165.750000 Penalty: 4675.104492
	Iteration 45Q: 3 clusters Score -1544166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1544164.500000 Penalty: 4675.104492
	Iteration 46Q: 3 clusters Score -1544164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1544168.125000 Penalty: 4675.104492
	Iteration 47Q: 3 clusters Score -1544168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1544170.125000 Penalty: 4675.104492
	Iteration 48Q: 3 clusters Score -1544170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1544170.000000 Penalty: 4675.104492
	Iteration 49Q: 3 clusters Score -1544170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1544167.375000 Penalty: 4675.104492
	Iteration 50Q: 3 clusters Score -1544167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1544167.875000 Penalty: 4675.104492
	Iteration 51Q: 3 clusters Score -1544168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1544167.375000 Penalty: 4675.104492
	Iteration 52Q: 3 clusters Score -1544167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1544167.375000 Penalty: 4675.104492
	Iteration 53F: 3 clusters Score -1544167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Entering Unmasked Estep 
Score: -1993166.875000 Penalty: 2391.343018
	Iteration 0F: 2 clusters Score -1993167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1982039.375000 Penalty: 4782.686035
	Iteration 0F: 3 clusters Score -1982039 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1985666.375000 Penalty: 4782.686035
	Iteration 1F: 3 clusters Score -1985666 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1986056.625000 Penalty: 4782.686035
	Iteration 2F: 3 clusters Score -1986057 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1986350.250000 Penalty: 4782.686035
	Iteration 3Q: 3 clusters Score -1986350 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1986602.000000 Penalty: 4782.686035
	Iteration 4Q: 3 clusters Score -1986602 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1986831.750000 Penalty: 4782.686035
	Iteration 5Q: 3 clusters Score -1986832 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1987099.000000 Penalty: 4782.686035
	Iteration 6Q: 3 clusters Score -1987099 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1987428.125000 Penalty: 4782.686035
	Iteration 7Q: 3 clusters Score -1987428 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1987805.000000 Penalty: 4782.686035
	Iteration 8Q: 3 clusters Score -1987805 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1988291.125000 Penalty: 4782.686035
	Iteration 9Q: 3 clusters Score -1988291 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1988810.125000 Penalty: 4782.686035
	Iteration 10Q: 3 clusters Score -1988810 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1989348.375000 Penalty: 4782.686035
	Iteration 11Q: 3 clusters Score -1989348 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1989833.000000 Penalty: 4782.686035
	Iteration 12Q: 3 clusters Score -1989833 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1990244.000000 Penalty: 4782.686035
	Iteration 13Q: 3 clusters Score -1990244 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1990506.875000 Penalty: 4782.686035
	Iteration 14Q: 3 clusters Score -1990507 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1990715.000000 Penalty: 4782.686035
	Iteration 15Q: 3 clusters Score -1990715 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1990826.750000 Penalty: 4782.686035
	Iteration 16Q: 3 clusters Score -1990827 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1990885.375000 Penalty: 4782.686035
	Iteration 17Q: 3 clusters Score -1990885 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1990935.500000 Penalty: 4782.686035
	Iteration 18Q: 3 clusters Score -1990936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1990965.375000 Penalty: 4782.686035
	Iteration 19Q: 3 clusters Score -1990965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1990991.625000 Penalty: 4782.686035
	Iteration 20F: 3 clusters Score -1990992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1991013.125000 Penalty: 4782.686035
	Iteration 21Q: 3 clusters Score -1991013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1991029.750000 Penalty: 4782.686035
	Iteration 22Q: 3 clusters Score -1991030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1991045.250000 Penalty: 4782.686035
	Iteration 23Q: 3 clusters Score -1991045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1991052.250000 Penalty: 4782.686035
	Iteration 24Q: 3 clusters Score -1991052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1991061.000000 Penalty: 4782.686035
	Iteration 25Q: 3 clusters Score -1991061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1991068.250000 Penalty: 4782.686035
	Iteration 26Q: 3 clusters Score -1991068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1991074.500000 Penalty: 4782.686035
	Iteration 27Q: 3 clusters Score -1991074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1991082.500000 Penalty: 4782.686035
	Iteration 28Q: 3 clusters Score -1991082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1991083.500000 Penalty: 4782.686035
	Iteration 29Q: 3 clusters Score -1991084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1991086.125000 Penalty: 4782.686035
	Iteration 30Q: 3 clusters Score -1991086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1991089.125000 Penalty: 4782.686035
	Iteration 31Q: 3 clusters Score -1991089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1991091.500000 Penalty: 4782.686035
	Iteration 32Q: 3 clusters Score -1991092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1991091.500000 Penalty: 4782.686035
	Iteration 33F: 3 clusters Score -1991092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Entering Unmasked Estep 
Score: -1559118.750000 Penalty: 2341.853760
	Iteration 0F: 2 clusters Score -1559119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1549820.625000 Penalty: 4683.707520
	Iteration 0F: 3 clusters Score -1549821 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1552742.000000 Penalty: 4683.707520
	Iteration 1F: 3 clusters Score -1552742 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1553204.875000 Penalty: 4683.707520
	Iteration 2F: 3 clusters Score -1553205 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1553583.750000 Penalty: 4683.707520
	Iteration 3F: 3 clusters Score -1553584 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1553927.250000 Penalty: 4683.707520
	Iteration 4F: 3 clusters Score -1553927 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1554250.125000 Penalty: 4683.707520
	Iteration 5Q: 3 clusters Score -1554250 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1554564.875000 Penalty: 4683.707520
	Iteration 6Q: 3 clusters Score -1554565 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1554888.375000 Penalty: 4683.707520
	Iteration 7Q: 3 clusters Score -1554888 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1555207.250000 Penalty: 4683.707520
	Iteration 8Q: 3 clusters Score -1555207 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1555560.000000 Penalty: 4683.707520
	Iteration 9Q: 3 clusters Score -1555560 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1555889.000000 Penalty: 4683.707520
	Iteration 10Q: 3 clusters Score -1555889 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1556152.250000 Penalty: 4683.707520
	Iteration 11Q: 3 clusters Score -1556152 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1556329.250000 Penalty: 4683.707520
	Iteration 12Q: 3 clusters Score -1556329 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1556474.375000 Penalty: 4683.707520
	Iteration 13Q: 3 clusters Score -1556474 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1556608.000000 Penalty: 4683.707520
	Iteration 14Q: 3 clusters Score -1556608 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1556697.875000 Penalty: 4683.707520
	Iteration 15Q: 3 clusters Score -1556698 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1556772.250000 Penalty: 4683.707520
	Iteration 16Q: 3 clusters Score -1556772 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1556814.875000 Penalty: 4683.707520
	Iteration 17Q: 3 clusters Score -1556815 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1556851.000000 Penalty: 4683.707520
	Iteration 18Q: 3 clusters Score -1556851 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1556882.000000 Penalty: 4683.707520
	Iteration 19Q: 3 clusters Score -1556882 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1556912.125000 Penalty: 4683.707520
	Iteration 20F: 3 clusters Score -1556912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1556937.375000 Penalty: 4683.707520
	Iteration 21Q: 3 clusters Score -1556937 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1556959.625000 Penalty: 4683.707520
	Iteration 22Q: 3 clusters Score -1556960 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1556973.750000 Penalty: 4683.707520
	Iteration 23Q: 3 clusters Score -1556974 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1557004.375000 Penalty: 4683.707520
	Iteration 24Q: 3 clusters Score -1557004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1557036.750000 Penalty: 4683.707520
	Iteration 25Q: 3 clusters Score -1557037 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1557055.750000 Penalty: 4683.707520
	Iteration 26Q: 3 clusters Score -1557056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1557081.750000 Penalty: 4683.707520
	Iteration 27Q: 3 clusters Score -1557082 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1557099.375000 Penalty: 4683.707520
	Iteration 28Q: 3 clusters Score -1557099 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1557116.500000 Penalty: 4683.707520
	Iteration 29Q: 3 clusters Score -1557116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1557129.125000 Penalty: 4683.707520
	Iteration 30Q: 3 clusters Score -1557129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1557136.250000 Penalty: 4683.707520
	Iteration 31Q: 3 clusters Score -1557136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1557148.000000 Penalty: 4683.707520
	Iteration 32Q: 3 clusters Score -1557148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1557163.125000 Penalty: 4683.707520
	Iteration 33Q: 3 clusters Score -1557163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1557166.625000 Penalty: 4683.707520
	Iteration 34Q: 3 clusters Score -1557167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1557177.875000 Penalty: 4683.707520
	Iteration 35Q: 3 clusters Score -1557178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1557183.375000 Penalty: 4683.707520
	Iteration 36Q: 3 clusters Score -1557183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1557190.750000 Penalty: 4683.707520
	Iteration 37Q: 3 clusters Score -1557191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1557196.375000 Penalty: 4683.707520
	Iteration 38Q: 3 clusters Score -1557196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1557199.875000 Penalty: 4683.707520
	Iteration 39Q: 3 clusters Score -1557200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1557201.625000 Penalty: 4683.707520
	Iteration 40F: 3 clusters Score -1557202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1557206.375000 Penalty: 4683.707520
	Iteration 41Q: 3 clusters Score -1557206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1557209.250000 Penalty: 4683.707520
	Iteration 42Q: 3 clusters Score -1557209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1557217.125000 Penalty: 4683.707520
	Iteration 43Q: 3 clusters Score -1557217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1557216.750000 Penalty: 4683.707520
	Iteration 44Q: 3 clusters Score -1557217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1557219.250000 Penalty: 4683.707520
	Iteration 45Q: 3 clusters Score -1557219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1557224.375000 Penalty: 4683.707520
	Iteration 46Q: 3 clusters Score -1557224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1557228.500000 Penalty: 4683.707520
	Iteration 47Q: 3 clusters Score -1557228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1557230.250000 Penalty: 4683.707520
	Iteration 48Q: 3 clusters Score -1557230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1557235.500000 Penalty: 4683.707520
	Iteration 49Q: 3 clusters Score -1557236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1557241.500000 Penalty: 4683.707520
	Iteration 50Q: 3 clusters Score -1557242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1557248.875000 Penalty: 4683.707520
	Iteration 51Q: 3 clusters Score -1557249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1557260.875000 Penalty: 4683.707520
	Iteration 52Q: 3 clusters Score -1557261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1557272.375000 Penalty: 4683.707520
	Iteration 53Q: 3 clusters Score -1557272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1557283.125000 Penalty: 4683.707520
	Iteration 54Q: 3 clusters Score -1557283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1557286.500000 Penalty: 4683.707520
	Iteration 55Q: 3 clusters Score -1557286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1557291.000000 Penalty: 4683.707520
	Iteration 56Q: 3 clusters Score -1557291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1557302.000000 Penalty: 4683.707520
	Iteration 57Q: 3 clusters Score -1557302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1557306.500000 Penalty: 4683.707520
	Iteration 58Q: 3 clusters Score -1557306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1557314.625000 Penalty: 4683.707520
	Iteration 59Q: 3 clusters Score -1557315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1557318.750000 Penalty: 4683.707520
	Iteration 60F: 3 clusters Score -1557319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1557324.625000 Penalty: 4683.707520
	Iteration 61Q: 3 clusters Score -1557325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1557328.500000 Penalty: 4683.707520
	Iteration 62Q: 3 clusters Score -1557328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1557333.250000 Penalty: 4683.707520
	Iteration 63Q: 3 clusters Score -1557333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1557348.875000 Penalty: 4683.707520
	Iteration 64Q: 3 clusters Score -1557349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1557355.125000 Penalty: 4683.707520
	Iteration 65Q: 3 clusters Score -1557355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1557367.750000 Penalty: 4683.707520
	Iteration 66Q: 3 clusters Score -1557368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1557373.625000 Penalty: 4683.707520
	Iteration 67Q: 3 clusters Score -1557374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1557377.500000 Penalty: 4683.707520
	Iteration 68Q: 3 clusters Score -1557378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1557379.750000 Penalty: 4683.707520
	Iteration 69Q: 3 clusters Score -1557380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1557385.125000 Penalty: 4683.707520
	Iteration 70Q: 3 clusters Score -1557385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1557389.750000 Penalty: 4683.707520
	Iteration 71Q: 3 clusters Score -1557390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1557395.625000 Penalty: 4683.707520
	Iteration 72Q: 3 clusters Score -1557396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1557401.125000 Penalty: 4683.707520
	Iteration 73Q: 3 clusters Score -1557401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1557401.750000 Penalty: 4683.707520
	Iteration 74Q: 3 clusters Score -1557402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1557403.250000 Penalty: 4683.707520
	Iteration 75Q: 3 clusters Score -1557403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1557407.000000 Penalty: 4683.707520
	Iteration 76Q: 3 clusters Score -1557407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1557408.875000 Penalty: 4683.707520
	Iteration 77Q: 3 clusters Score -1557409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1557410.750000 Penalty: 4683.707520
	Iteration 78Q: 3 clusters Score -1557411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1557413.375000 Penalty: 4683.707520
	Iteration 79Q: 3 clusters Score -1557413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1557417.500000 Penalty: 4683.707520
	Iteration 80F: 3 clusters Score -1557418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1557420.250000 Penalty: 4683.707520
	Iteration 81Q: 3 clusters Score -1557420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1557423.125000 Penalty: 4683.707520
	Iteration 82Q: 3 clusters Score -1557423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1557427.625000 Penalty: 4683.707520
	Iteration 83Q: 3 clusters Score -1557428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1557435.625000 Penalty: 4683.707520
	Iteration 84Q: 3 clusters Score -1557436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1557440.500000 Penalty: 4683.707520
	Iteration 85Q: 3 clusters Score -1557440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1557442.625000 Penalty: 4683.707520
	Iteration 86Q: 3 clusters Score -1557443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1557452.500000 Penalty: 4683.707520
	Iteration 87Q: 3 clusters Score -1557452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1557449.875000 Penalty: 4683.707520
	Iteration 88Q: 3 clusters Score -1557450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1557454.750000 Penalty: 4683.707520
	Iteration 89Q: 3 clusters Score -1557455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1557459.750000 Penalty: 4683.707520
	Iteration 90Q: 3 clusters Score -1557460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1557456.125000 Penalty: 4683.707520
	Iteration 91Q: 3 clusters Score -1557456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1557456.250000 Penalty: 4683.707520
	Iteration 92Q: 3 clusters Score -1557456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1557459.875000 Penalty: 4683.707520
	Iteration 93Q: 3 clusters Score -1557460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1557458.750000 Penalty: 4683.707520
	Iteration 94Q: 3 clusters Score -1557459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1557461.875000 Penalty: 4683.707520
	Iteration 95Q: 3 clusters Score -1557462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1557462.625000 Penalty: 4683.707520
	Iteration 96Q: 3 clusters Score -1557463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1557462.625000 Penalty: 4683.707520
	Iteration 97F: 3 clusters Score -1557463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Entering Unmasked Estep 
Score: -3804105.250000 Penalty: 2556.802002
	Iteration 0F: 2 clusters Score -3804105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3783773.750000 Penalty: 5113.604004
	Iteration 0F: 3 clusters Score -3783774 nChanged 13538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3791380.750000 Penalty: 5113.604004
	Iteration 1F: 3 clusters Score -3791381 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -3792795.750000 Penalty: 5113.604004
	Iteration 2F: 3 clusters Score -3792796 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -3795319.750000 Penalty: 5113.604004
	Iteration 3F: 3 clusters Score -3795320 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3798850.000000 Penalty: 5113.604004
	Iteration 4F: 3 clusters Score -3798850 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -3802014.750000 Penalty: 5113.604004
	Iteration 5F: 3 clusters Score -3802015 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3803759.250000 Penalty: 5113.604004
	Iteration 6F: 3 clusters Score -3803759 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -3804718.250000 Penalty: 5113.604004
	Iteration 7Q: 3 clusters Score -3804718 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -3805425.000000 Penalty: 5113.604004
	Iteration 8Q: 3 clusters Score -3805425 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -3806105.250000 Penalty: 5113.604004
	Iteration 9Q: 3 clusters Score -3806105 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3806682.750000 Penalty: 5113.604004
	Iteration 10Q: 3 clusters Score -3806683 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -3807052.750000 Penalty: 5113.604004
	Iteration 11Q: 3 clusters Score -3807053 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3807224.750000 Penalty: 5113.604004
	Iteration 12Q: 3 clusters Score -3807225 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -3807305.250000 Penalty: 5113.604004
	Iteration 13Q: 3 clusters Score -3807305 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3807372.500000 Penalty: 5113.604004
	Iteration 14Q: 3 clusters Score -3807372 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -3807414.250000 Penalty: 5113.604004
	Iteration 15Q: 3 clusters Score -3807414 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3807462.000000 Penalty: 5113.604004
	Iteration 16Q: 3 clusters Score -3807462 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -3807577.250000 Penalty: 5113.604004
	Iteration 17Q: 3 clusters Score -3807577 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -3807746.500000 Penalty: 5113.604004
	Iteration 18Q: 3 clusters Score -3807746 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -3808008.250000 Penalty: 5113.604004
	Iteration 19Q: 3 clusters Score -3808008 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -3808402.750000 Penalty: 5113.604004
	Iteration 20F: 3 clusters Score -3808403 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3808853.750000 Penalty: 5113.604004
	Iteration 21Q: 3 clusters Score -3808854 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -3809287.250000 Penalty: 5113.604004
	Iteration 22Q: 3 clusters Score -3809287 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3809575.750000 Penalty: 5113.604004
	Iteration 23Q: 3 clusters Score -3809576 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3809733.750000 Penalty: 5113.604004
	Iteration 24Q: 3 clusters Score -3809734 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -3809803.000000 Penalty: 5113.604004
	Iteration 25Q: 3 clusters Score -3809803 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -3809862.750000 Penalty: 5113.604004
	Iteration 26Q: 3 clusters Score -3809863 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3809898.000000 Penalty: 5113.604004
	Iteration 27Q: 3 clusters Score -3809898 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -3809916.000000 Penalty: 5113.604004
	Iteration 28Q: 3 clusters Score -3809916 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -3809938.750000 Penalty: 5113.604004
	Iteration 29Q: 3 clusters Score -3809939 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3809945.250000 Penalty: 5113.604004
	Iteration 30Q: 3 clusters Score -3809945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -3809943.250000 Penalty: 5113.604004
	Iteration 31Q: 3 clusters Score -3809943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -3809960.750000 Penalty: 5113.604004
	Iteration 32Q: 3 clusters Score -3809961 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -3809953.500000 Penalty: 5113.604004
	Iteration 33Q: 3 clusters Score -3809954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -3809963.250000 Penalty: 5113.604004
	Iteration 34Q: 3 clusters Score -3809963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -3809964.250000 Penalty: 5113.604004
	Iteration 35Q: 3 clusters Score -3809964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3809973.250000 Penalty: 5113.604004
	Iteration 36Q: 3 clusters Score -3809973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -3809970.000000 Penalty: 5113.604004
	Iteration 37Q: 3 clusters Score -3809970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -3809969.250000 Penalty: 5113.604004
	Iteration 38Q: 3 clusters Score -3809969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3809968.250000 Penalty: 5113.604004
	Iteration 39Q: 3 clusters Score -3809968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3809969.000000 Penalty: 5113.604004
	Iteration 40F: 3 clusters Score -3809969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3809965.750000 Penalty: 5113.604004
	Iteration 41Q: 3 clusters Score -3809966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3809964.250000 Penalty: 5113.604004
	Iteration 42Q: 3 clusters Score -3809964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3809963.000000 Penalty: 5113.604004
	Iteration 43Q: 3 clusters Score -3809963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3809963.000000 Penalty: 5113.604004
	Iteration 44F: 3 clusters Score -3809963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 15406 members 
Mstep: Class 3 contains 12619 members 
Mstep: Class 4 contains 17561 members 
Mstep: Class 5 contains 3123 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 18652 members 
Mstep: Class 8 contains 19642 members 
Mstep: Class 9 contains 78280 members 
Mstep: Class 10 contains 18830 members 
Mstep: Class 11 contains 5032 members 
Mstep: Class 12 contains 13416 members 
Mstep: Class 13 contains 18195 members 
Mstep: Class 14 contains 140473 members 
Mstep: Class 15 contains 19817 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 58375 members 
Mstep: Class 18 contains 97405 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 20 contains 178964 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 81413 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 13543 members 
Mstep: Class 25 contains 39892 members 
Mstep: Class 26 contains 76179 members 
Mstep: Class 27 contains 12998 members 
Mstep: Class 28 contains 5219 members 
Mstep: Class 29 contains 11085 members 
Mstep: Class 30 contains 193473 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10809 members 
Mstep: Class 33 contains 12461 members 
Entering Unmasked Estep 
Score: -150611824.000000 Penalty: 114648.476562
Splitting cluster 4 changes total score from -150607008.000000 to -150611824.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 5 (3123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Entering Unmasked Estep 
Score: -382629.812500 Penalty: 1995.544312
	Iteration 0F: 2 clusters Score -382629.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -379310.906250 Penalty: 3991.088623
	Iteration 0F: 3 clusters Score -379310.9 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -380010.562500 Penalty: 3991.088623
	Iteration 1F: 3 clusters Score -380010.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -380212.625000 Penalty: 3991.088623
	Iteration 2F: 3 clusters Score -380212.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -380329.062500 Penalty: 3991.088623
	Iteration 3F: 3 clusters Score -380329.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -380434.562500 Penalty: 3991.088623
	Iteration 4Q: 3 clusters Score -380434.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -380525.656250 Penalty: 3991.088623
	Iteration 5Q: 3 clusters Score -380525.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -380622.093750 Penalty: 3991.088623
	Iteration 6Q: 3 clusters Score -380622.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -380682.812500 Penalty: 3991.088623
	Iteration 7Q: 3 clusters Score -380682.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -380719.562500 Penalty: 3991.088623
	Iteration 8Q: 3 clusters Score -380719.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -380744.937500 Penalty: 3991.088623
	Iteration 9Q: 3 clusters Score -380744.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -380768.812500 Penalty: 3991.088623
	Iteration 10Q: 3 clusters Score -380768.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -380792.250000 Penalty: 3991.088623
	Iteration 11Q: 3 clusters Score -380792.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -380810.375000 Penalty: 3991.088623
	Iteration 12Q: 3 clusters Score -380810.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -380828.406250 Penalty: 3991.088623
	Iteration 13Q: 3 clusters Score -380828.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -380846.500000 Penalty: 3991.088623
	Iteration 14Q: 3 clusters Score -380846.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -380856.750000 Penalty: 3991.088623
	Iteration 15Q: 3 clusters Score -380856.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -380864.093750 Penalty: 3991.088623
	Iteration 16Q: 3 clusters Score -380864.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -380875.281250 Penalty: 3991.088623
	Iteration 17Q: 3 clusters Score -380875.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -380889.375000 Penalty: 3991.088623
	Iteration 18Q: 3 clusters Score -380889.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -380912.875000 Penalty: 3991.088623
	Iteration 19Q: 3 clusters Score -380912.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -380946.187500 Penalty: 3991.088623
	Iteration 20F: 3 clusters Score -380946.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -380976.875000 Penalty: 3991.088623
	Iteration 21Q: 3 clusters Score -380976.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -381018.781250 Penalty: 3991.088623
	Iteration 22Q: 3 clusters Score -381018.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -381051.968750 Penalty: 3991.088623
	Iteration 23Q: 3 clusters Score -381052 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -381089.187500 Penalty: 3991.088623
	Iteration 24Q: 3 clusters Score -381089.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -381126.843750 Penalty: 3991.088623
	Iteration 25Q: 3 clusters Score -381126.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -381150.312500 Penalty: 3991.088623
	Iteration 26Q: 3 clusters Score -381150.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -381166.625000 Penalty: 3991.088623
	Iteration 27Q: 3 clusters Score -381166.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -381180.156250 Penalty: 3991.088623
	Iteration 28Q: 3 clusters Score -381180.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -381190.937500 Penalty: 3991.088623
	Iteration 29Q: 3 clusters Score -381190.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -381208.281250 Penalty: 3991.088623
	Iteration 30Q: 3 clusters Score -381208.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -381216.093750 Penalty: 3991.088623
	Iteration 31Q: 3 clusters Score -381216.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -381223.218750 Penalty: 3991.088623
	Iteration 32Q: 3 clusters Score -381223.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -381226.500000 Penalty: 3991.088623
	Iteration 33Q: 3 clusters Score -381226.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -381233.250000 Penalty: 3991.088623
	Iteration 34Q: 3 clusters Score -381233.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -381240.250000 Penalty: 3991.088623
	Iteration 35Q: 3 clusters Score -381240.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -381246.125000 Penalty: 3991.088623
	Iteration 36Q: 3 clusters Score -381246.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -381255.562500 Penalty: 3991.088623
	Iteration 37Q: 3 clusters Score -381255.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -381262.656250 Penalty: 3991.088623
	Iteration 38Q: 3 clusters Score -381262.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -381272.500000 Penalty: 3991.088623
	Iteration 39Q: 3 clusters Score -381272.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -381283.593750 Penalty: 3991.088623
	Iteration 40F: 3 clusters Score -381283.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -381289.937500 Penalty: 3991.088623
	Iteration 41Q: 3 clusters Score -381289.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -381296.812500 Penalty: 3991.088623
	Iteration 42Q: 3 clusters Score -381296.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -381301.031250 Penalty: 3991.088623
	Iteration 43Q: 3 clusters Score -381301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -381303.062500 Penalty: 3991.088623
	Iteration 44Q: 3 clusters Score -381303.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -381305.687500 Penalty: 3991.088623
	Iteration 45Q: 3 clusters Score -381305.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -381306.281250 Penalty: 3991.088623
	Iteration 46Q: 3 clusters Score -381306.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -381306.187500 Penalty: 3991.088623
	Iteration 47Q: 3 clusters Score -381306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -381306.187500 Penalty: 3991.088623
	Iteration 48F: 3 clusters Score -381306.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Entering Unmasked Estep 
Score: -432377.968750 Penalty: 2027.326294
	Iteration 0F: 2 clusters Score -432378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -428771.343750 Penalty: 4054.652588
	Iteration 0F: 3 clusters Score -428771.3 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -429574.250000 Penalty: 4054.652588
	Iteration 1F: 3 clusters Score -429574.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -429833.593750 Penalty: 4054.652588
	Iteration 2F: 3 clusters Score -429833.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -430099.218750 Penalty: 4054.652588
	Iteration 3F: 3 clusters Score -430099.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -430370.093750 Penalty: 4054.652588
	Iteration 4F: 3 clusters Score -430370.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -430695.093750 Penalty: 4054.652588
	Iteration 5F: 3 clusters Score -430695.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -430968.406250 Penalty: 4054.652588
	Iteration 6F: 3 clusters Score -430968.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -431111.437500 Penalty: 4054.652588
	Iteration 7Q: 3 clusters Score -431111.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -431226.312500 Penalty: 4054.652588
	Iteration 8Q: 3 clusters Score -431226.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -431339.000000 Penalty: 4054.652588
	Iteration 9Q: 3 clusters Score -431339 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -431438.687500 Penalty: 4054.652588
	Iteration 10Q: 3 clusters Score -431438.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -431521.000000 Penalty: 4054.652588
	Iteration 11Q: 3 clusters Score -431521 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -431573.593750 Penalty: 4054.652588
	Iteration 12Q: 3 clusters Score -431573.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -431623.281250 Penalty: 4054.652588
	Iteration 13Q: 3 clusters Score -431623.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -431668.031250 Penalty: 4054.652588
	Iteration 14Q: 3 clusters Score -431668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -431693.937500 Penalty: 4054.652588
	Iteration 15Q: 3 clusters Score -431693.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -431722.000000 Penalty: 4054.652588
	Iteration 16Q: 3 clusters Score -431722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -431741.843750 Penalty: 4054.652588
	Iteration 17Q: 3 clusters Score -431741.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -431755.656250 Penalty: 4054.652588
	Iteration 18Q: 3 clusters Score -431755.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -431767.593750 Penalty: 4054.652588
	Iteration 19Q: 3 clusters Score -431767.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -431776.375000 Penalty: 4054.652588
	Iteration 20F: 3 clusters Score -431776.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -431784.000000 Penalty: 4054.652588
	Iteration 21Q: 3 clusters Score -431784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -431789.625000 Penalty: 4054.652588
	Iteration 22Q: 3 clusters Score -431789.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -431793.937500 Penalty: 4054.652588
	Iteration 23Q: 3 clusters Score -431793.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -431796.218750 Penalty: 4054.652588
	Iteration 24Q: 3 clusters Score -431796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -431797.968750 Penalty: 4054.652588
	Iteration 25Q: 3 clusters Score -431798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -431803.781250 Penalty: 4054.652588
	Iteration 26Q: 3 clusters Score -431803.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -431807.843750 Penalty: 4054.652588
	Iteration 27Q: 3 clusters Score -431807.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -431811.625000 Penalty: 4054.652588
	Iteration 28Q: 3 clusters Score -431811.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -431816.593750 Penalty: 4054.652588
	Iteration 29Q: 3 clusters Score -431816.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -431823.187500 Penalty: 4054.652588
	Iteration 30Q: 3 clusters Score -431823.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -431830.937500 Penalty: 4054.652588
	Iteration 31Q: 3 clusters Score -431830.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -431835.656250 Penalty: 4054.652588
	Iteration 32Q: 3 clusters Score -431835.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -431839.625000 Penalty: 4054.652588
	Iteration 33Q: 3 clusters Score -431839.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -431845.250000 Penalty: 4054.652588
	Iteration 34Q: 3 clusters Score -431845.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -431850.156250 Penalty: 4054.652588
	Iteration 35Q: 3 clusters Score -431850.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -431855.375000 Penalty: 4054.652588
	Iteration 36Q: 3 clusters Score -431855.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -431860.531250 Penalty: 4054.652588
	Iteration 37Q: 3 clusters Score -431860.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -431863.062500 Penalty: 4054.652588
	Iteration 38Q: 3 clusters Score -431863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -431865.000000 Penalty: 4054.652588
	Iteration 39Q: 3 clusters Score -431865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -431866.093750 Penalty: 4054.652588
	Iteration 40F: 3 clusters Score -431866.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -431870.062500 Penalty: 4054.652588
	Iteration 41Q: 3 clusters Score -431870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -431872.937500 Penalty: 4054.652588
	Iteration 42Q: 3 clusters Score -431872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -431877.312500 Penalty: 4054.652588
	Iteration 43Q: 3 clusters Score -431877.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -431880.562500 Penalty: 4054.652588
	Iteration 44Q: 3 clusters Score -431880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -431881.531250 Penalty: 4054.652588
	Iteration 45Q: 3 clusters Score -431881.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -431883.218750 Penalty: 4054.652588
	Iteration 46Q: 3 clusters Score -431883.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -431884.937500 Penalty: 4054.652588
	Iteration 47Q: 3 clusters Score -431884.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -431886.531250 Penalty: 4054.652588
	Iteration 48Q: 3 clusters Score -431886.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -431886.593750 Penalty: 4054.652588
	Iteration 49Q: 3 clusters Score -431886.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -431887.031250 Penalty: 4054.652588
	Iteration 50Q: 3 clusters Score -431887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -431886.625000 Penalty: 4054.652588
	Iteration 51Q: 3 clusters Score -431886.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -431887.968750 Penalty: 4054.652588
	Iteration 52Q: 3 clusters Score -431888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -431888.375000 Penalty: 4054.652588
	Iteration 53Q: 3 clusters Score -431888.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -431889.781250 Penalty: 4054.652588
	Iteration 54Q: 3 clusters Score -431889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -431890.125000 Penalty: 4054.652588
	Iteration 55Q: 3 clusters Score -431890.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -431890.656250 Penalty: 4054.652588
	Iteration 56Q: 3 clusters Score -431890.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -431893.000000 Penalty: 4054.652588
	Iteration 57Q: 3 clusters Score -431893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -431895.656250 Penalty: 4054.652588
	Iteration 58Q: 3 clusters Score -431895.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -431896.625000 Penalty: 4054.652588
	Iteration 59Q: 3 clusters Score -431896.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -431896.625000 Penalty: 4054.652588
	Iteration 60F: 3 clusters Score -431896.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Entering Unmasked Estep 
Score: -2431415.250000 Penalty: 2438.759766
	Iteration 0F: 2 clusters Score -2431415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2418254.250000 Penalty: 4877.519531
	Iteration 0F: 3 clusters Score -2418254 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2422512.750000 Penalty: 4877.519531
	Iteration 1F: 3 clusters Score -2422513 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2422888.750000 Penalty: 4877.519531
	Iteration 2F: 3 clusters Score -2422889 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2423258.000000 Penalty: 4877.519531
	Iteration 3Q: 3 clusters Score -2423258 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2423640.500000 Penalty: 4877.519531
	Iteration 4Q: 3 clusters Score -2423640 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2424034.500000 Penalty: 4877.519531
	Iteration 5Q: 3 clusters Score -2424034 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2424451.250000 Penalty: 4877.519531
	Iteration 6Q: 3 clusters Score -2424451 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2424849.000000 Penalty: 4877.519531
	Iteration 7Q: 3 clusters Score -2424849 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2425228.750000 Penalty: 4877.519531
	Iteration 8Q: 3 clusters Score -2425229 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2425598.750000 Penalty: 4877.519531
	Iteration 9Q: 3 clusters Score -2425599 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2426083.250000 Penalty: 4877.519531
	Iteration 10Q: 3 clusters Score -2426083 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2426634.500000 Penalty: 4877.519531
	Iteration 11Q: 3 clusters Score -2426634 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2427241.500000 Penalty: 4877.519531
	Iteration 12Q: 3 clusters Score -2427242 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2427874.750000 Penalty: 4877.519531
	Iteration 13Q: 3 clusters Score -2427875 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2428501.500000 Penalty: 4877.519531
	Iteration 14Q: 3 clusters Score -2428502 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2429155.500000 Penalty: 4877.519531
	Iteration 15Q: 3 clusters Score -2429156 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2429642.750000 Penalty: 4877.519531
	Iteration 16Q: 3 clusters Score -2429643 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2429931.500000 Penalty: 4877.519531
	Iteration 17Q: 3 clusters Score -2429932 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2430115.250000 Penalty: 4877.519531
	Iteration 18Q: 3 clusters Score -2430115 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2430234.000000 Penalty: 4877.519531
	Iteration 19Q: 3 clusters Score -2430234 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2430323.500000 Penalty: 4877.519531
	Iteration 20F: 3 clusters Score -2430324 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2430386.000000 Penalty: 4877.519531
	Iteration 21Q: 3 clusters Score -2430386 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2430420.000000 Penalty: 4877.519531
	Iteration 22Q: 3 clusters Score -2430420 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2430444.750000 Penalty: 4877.519531
	Iteration 23Q: 3 clusters Score -2430445 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2430464.250000 Penalty: 4877.519531
	Iteration 24Q: 3 clusters Score -2430464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2430482.500000 Penalty: 4877.519531
	Iteration 25Q: 3 clusters Score -2430482 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2430501.250000 Penalty: 4877.519531
	Iteration 26Q: 3 clusters Score -2430501 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2430512.750000 Penalty: 4877.519531
	Iteration 27Q: 3 clusters Score -2430513 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2430521.500000 Penalty: 4877.519531
	Iteration 28Q: 3 clusters Score -2430522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2430527.500000 Penalty: 4877.519531
	Iteration 29Q: 3 clusters Score -2430528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2430536.250000 Penalty: 4877.519531
	Iteration 30Q: 3 clusters Score -2430536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2430537.000000 Penalty: 4877.519531
	Iteration 31Q: 3 clusters Score -2430537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2430541.250000 Penalty: 4877.519531
	Iteration 32Q: 3 clusters Score -2430541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2430538.250000 Penalty: 4877.519531
	Iteration 33Q: 3 clusters Score -2430538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2430543.000000 Penalty: 4877.519531
	Iteration 34Q: 3 clusters Score -2430543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2430544.500000 Penalty: 4877.519531
	Iteration 35Q: 3 clusters Score -2430544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2430546.000000 Penalty: 4877.519531
	Iteration 36Q: 3 clusters Score -2430546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2430549.500000 Penalty: 4877.519531
	Iteration 37Q: 3 clusters Score -2430550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2430544.500000 Penalty: 4877.519531
	Iteration 38Q: 3 clusters Score -2430544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2430546.250000 Penalty: 4877.519531
	Iteration 39Q: 3 clusters Score -2430546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2430550.000000 Penalty: 4877.519531
	Iteration 40F: 3 clusters Score -2430550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2430552.250000 Penalty: 4877.519531
	Iteration 41Q: 3 clusters Score -2430552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2430550.750000 Penalty: 4877.519531
	Iteration 42Q: 3 clusters Score -2430551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2430548.500000 Penalty: 4877.519531
	Iteration 43Q: 3 clusters Score -2430548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2430550.000000 Penalty: 4877.519531
	Iteration 44Q: 3 clusters Score -2430550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2430550.000000 Penalty: 4877.519531
	Iteration 45F: 3 clusters Score -2430550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Entering Unmasked Estep 
Score: -2472030.750000 Penalty: 2451.585449
	Iteration 0F: 2 clusters Score -2472031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2458226.500000 Penalty: 4903.170898
	Iteration 0F: 3 clusters Score -2458226 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2462770.000000 Penalty: 4903.170898
	Iteration 1F: 3 clusters Score -2462770 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2463156.750000 Penalty: 4903.170898
	Iteration 2F: 3 clusters Score -2463157 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2463514.250000 Penalty: 4903.170898
	Iteration 3Q: 3 clusters Score -2463514 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2463871.250000 Penalty: 4903.170898
	Iteration 4Q: 3 clusters Score -2463871 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2464305.250000 Penalty: 4903.170898
	Iteration 5Q: 3 clusters Score -2464305 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2464837.750000 Penalty: 4903.170898
	Iteration 6Q: 3 clusters Score -2464838 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2465580.750000 Penalty: 4903.170898
	Iteration 7F: 3 clusters Score -2465581 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2466361.500000 Penalty: 4903.170898
	Iteration 8F: 3 clusters Score -2466362 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2467099.750000 Penalty: 4903.170898
	Iteration 9F: 3 clusters Score -2467100 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2467781.000000 Penalty: 4903.170898
	Iteration 10F: 3 clusters Score -2467781 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2468328.500000 Penalty: 4903.170898
	Iteration 11Q: 3 clusters Score -2468328 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2468799.750000 Penalty: 4903.170898
	Iteration 12Q: 3 clusters Score -2468800 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2469199.750000 Penalty: 4903.170898
	Iteration 13Q: 3 clusters Score -2469200 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2469544.250000 Penalty: 4903.170898
	Iteration 14Q: 3 clusters Score -2469544 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2469836.000000 Penalty: 4903.170898
	Iteration 15Q: 3 clusters Score -2469836 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2470046.500000 Penalty: 4903.170898
	Iteration 16Q: 3 clusters Score -2470046 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2470194.500000 Penalty: 4903.170898
	Iteration 17Q: 3 clusters Score -2470194 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2470273.750000 Penalty: 4903.170898
	Iteration 18Q: 3 clusters Score -2470274 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2470333.000000 Penalty: 4903.170898
	Iteration 19Q: 3 clusters Score -2470333 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2470400.500000 Penalty: 4903.170898
	Iteration 20F: 3 clusters Score -2470400 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2470452.500000 Penalty: 4903.170898
	Iteration 21Q: 3 clusters Score -2470452 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2470482.500000 Penalty: 4903.170898
	Iteration 22Q: 3 clusters Score -2470482 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2470534.000000 Penalty: 4903.170898
	Iteration 23Q: 3 clusters Score -2470534 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2470576.500000 Penalty: 4903.170898
	Iteration 24Q: 3 clusters Score -2470576 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2470608.000000 Penalty: 4903.170898
	Iteration 25Q: 3 clusters Score -2470608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2470628.500000 Penalty: 4903.170898
	Iteration 26Q: 3 clusters Score -2470628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2470641.500000 Penalty: 4903.170898
	Iteration 27Q: 3 clusters Score -2470642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2470658.000000 Penalty: 4903.170898
	Iteration 28Q: 3 clusters Score -2470658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2470669.750000 Penalty: 4903.170898
	Iteration 29Q: 3 clusters Score -2470670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2470682.000000 Penalty: 4903.170898
	Iteration 30Q: 3 clusters Score -2470682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2470684.250000 Penalty: 4903.170898
	Iteration 31Q: 3 clusters Score -2470684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2470692.250000 Penalty: 4903.170898
	Iteration 32Q: 3 clusters Score -2470692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2470706.500000 Penalty: 4903.170898
	Iteration 33Q: 3 clusters Score -2470706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2470713.500000 Penalty: 4903.170898
	Iteration 34Q: 3 clusters Score -2470714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2470720.250000 Penalty: 4903.170898
	Iteration 35Q: 3 clusters Score -2470720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2470723.000000 Penalty: 4903.170898
	Iteration 36Q: 3 clusters Score -2470723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2470727.000000 Penalty: 4903.170898
	Iteration 37Q: 3 clusters Score -2470727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2470729.500000 Penalty: 4903.170898
	Iteration 38Q: 3 clusters Score -2470730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2470726.750000 Penalty: 4903.170898
	Iteration 39Q: 3 clusters Score -2470727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2470732.750000 Penalty: 4903.170898
	Iteration 40F: 3 clusters Score -2470733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2470732.000000 Penalty: 4903.170898
	Iteration 41Q: 3 clusters Score -2470732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2470734.500000 Penalty: 4903.170898
	Iteration 42Q: 3 clusters Score -2470734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2470739.500000 Penalty: 4903.170898
	Iteration 43Q: 3 clusters Score -2470740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2470738.250000 Penalty: 4903.170898
	Iteration 44Q: 3 clusters Score -2470738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2470738.250000 Penalty: 4903.170898
	Iteration 45F: 3 clusters Score -2470738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78280 members 
Entering Unmasked Estep 
Score: -10015689.000000 Penalty: 2794.475830
	Iteration 0F: 2 clusters Score -1.001569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -9963395.000000 Penalty: 5588.951660
	Iteration 0F: 3 clusters Score -9963395 nChanged 36623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -9983975.000000 Penalty: 5588.951660
	Iteration 1F: 3 clusters Score -9983975 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -9984702.000000 Penalty: 5588.951660
	Iteration 2Q: 3 clusters Score -9984702 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -9985522.000000 Penalty: 5588.951660
	Iteration 3Q: 3 clusters Score -9985522 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -9986451.000000 Penalty: 5588.951660
	Iteration 4Q: 3 clusters Score -9986451 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -9987779.000000 Penalty: 5588.951660
	Iteration 5Q: 3 clusters Score -9987779 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -9989976.000000 Penalty: 5588.951660
	Iteration 6F: 3 clusters Score -9989976 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -9992880.000000 Penalty: 5588.951660
	Iteration 7F: 3 clusters Score -9992880 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -9996408.000000 Penalty: 5588.951660
	Iteration 8F: 3 clusters Score -9996408 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -9999993.000000 Penalty: 5588.951660
	Iteration 9F: 3 clusters Score -9999993 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -10003263.000000 Penalty: 5588.951660
	Iteration 10F: 3 clusters Score -1.000326e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 66772 members 
Entering Unmasked Estep 
Score: -10005880.000000 Penalty: 5588.951660
	Iteration 11Q: 3 clusters Score -1.000588e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 69780 members 
Entering Unmasked Estep 
Score: -10008143.000000 Penalty: 5588.951660
	Iteration 12Q: 3 clusters Score -1.000814e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -10009963.000000 Penalty: 5588.951660
	Iteration 13Q: 3 clusters Score -1.000996e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 73910 members 
Entering Unmasked Estep 
Score: -10011181.000000 Penalty: 5588.951660
	Iteration 14Q: 3 clusters Score -1.001118e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
Score: -10011942.000000 Penalty: 5588.951660
	Iteration 15Q: 3 clusters Score -1.001194e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -10012461.000000 Penalty: 5588.951660
	Iteration 16Q: 3 clusters Score -1.001246e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 76360 members 
Entering Unmasked Estep 
Score: -10012829.000000 Penalty: 5588.951660
	Iteration 17Q: 3 clusters Score -1.001283e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 76685 members 
Entering Unmasked Estep 
Score: -10013021.000000 Penalty: 5588.951660
	Iteration 18Q: 3 clusters Score -1.001302e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 76912 members 
Entering Unmasked Estep 
Score: -10013166.000000 Penalty: 5588.951660
	Iteration 19Q: 3 clusters Score -1.001317e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 77067 members 
Entering Unmasked Estep 
Score: -10013299.000000 Penalty: 5588.951660
	Iteration 20F: 3 clusters Score -1.00133e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 77147 members 
Entering Unmasked Estep 
Score: -10013361.000000 Penalty: 5588.951660
	Iteration 21Q: 3 clusters Score -1.001336e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 77210 members 
Entering Unmasked Estep 
Score: -10013427.000000 Penalty: 5588.951660
	Iteration 22Q: 3 clusters Score -1.001343e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -10013460.000000 Penalty: 5588.951660
	Iteration 23Q: 3 clusters Score -1.001346e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -10013480.000000 Penalty: 5588.951660
	Iteration 24Q: 3 clusters Score -1.001348e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 77322 members 
Entering Unmasked Estep 
Score: -10013530.000000 Penalty: 5588.951660
	Iteration 25Q: 3 clusters Score -1.001353e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 77339 members 
Entering Unmasked Estep 
Score: -10013558.000000 Penalty: 5588.951660
	Iteration 26Q: 3 clusters Score -1.001356e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 77355 members 
Entering Unmasked Estep 
Score: -10013588.000000 Penalty: 5588.951660
	Iteration 27Q: 3 clusters Score -1.001359e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 77374 members 
Entering Unmasked Estep 
Score: -10013593.000000 Penalty: 5588.951660
	Iteration 28Q: 3 clusters Score -1.001359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 77379 members 
Entering Unmasked Estep 
Score: -10013630.000000 Penalty: 5588.951660
	Iteration 29Q: 3 clusters Score -1.001363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -10013638.000000 Penalty: 5588.951660
	Iteration 30Q: 3 clusters Score -1.001364e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 77396 members 
Entering Unmasked Estep 
Score: -10013649.000000 Penalty: 5588.951660
	Iteration 31Q: 3 clusters Score -1.001365e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 77403 members 
Entering Unmasked Estep 
Score: -10013662.000000 Penalty: 5588.951660
	Iteration 32Q: 3 clusters Score -1.001366e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -10013675.000000 Penalty: 5588.951660
	Iteration 33Q: 3 clusters Score -1.001368e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 77414 members 
Entering Unmasked Estep 
Score: -10013685.000000 Penalty: 5588.951660
	Iteration 34Q: 3 clusters Score -1.001368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 77413 members 
Entering Unmasked Estep 
Score: -10013690.000000 Penalty: 5588.951660
	Iteration 35Q: 3 clusters Score -1.001369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 77414 members 
Entering Unmasked Estep 
Score: -10013691.000000 Penalty: 5588.951660
	Iteration 36Q: 3 clusters Score -1.001369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 77416 members 
Entering Unmasked Estep 
Score: -10013704.000000 Penalty: 5588.951660
	Iteration 37Q: 3 clusters Score -1.00137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
Score: -10013701.000000 Penalty: 5588.951660
	Iteration 38Q: 3 clusters Score -1.00137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
Score: -10013702.000000 Penalty: 5588.951660
	Iteration 39Q: 3 clusters Score -1.00137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 77418 members 
Entering Unmasked Estep 
Score: -10013711.000000 Penalty: 5588.951660
	Iteration 40F: 3 clusters Score -1.001371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Entering Unmasked Estep 
Score: -2434888.250000 Penalty: 2441.115234
	Iteration 0F: 2 clusters Score -2434888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2421600.500000 Penalty: 4882.230469
	Iteration 0F: 3 clusters Score -2421600 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2425940.250000 Penalty: 4882.230469
	Iteration 1F: 3 clusters Score -2425940 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2426607.750000 Penalty: 4882.230469
	Iteration 2F: 3 clusters Score -2426608 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2427638.000000 Penalty: 4882.230469
	Iteration 3F: 3 clusters Score -2427638 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2429372.750000 Penalty: 4882.230469
	Iteration 4F: 3 clusters Score -2429373 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2431335.250000 Penalty: 4882.230469
	Iteration 5F: 3 clusters Score -2431335 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2432700.000000 Penalty: 4882.230469
	Iteration 6F: 3 clusters Score -2432700 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2433452.000000 Penalty: 4882.230469
	Iteration 7Q: 3 clusters Score -2433452 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2433831.250000 Penalty: 4882.230469
	Iteration 8Q: 3 clusters Score -2433831 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2434009.250000 Penalty: 4882.230469
	Iteration 9Q: 3 clusters Score -2434009 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2434092.750000 Penalty: 4882.230469
	Iteration 10Q: 3 clusters Score -2434093 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2434144.250000 Penalty: 4882.230469
	Iteration 11Q: 3 clusters Score -2434144 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2434183.000000 Penalty: 4882.230469
	Iteration 12Q: 3 clusters Score -2434183 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2434200.000000 Penalty: 4882.230469
	Iteration 13Q: 3 clusters Score -2434200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2434221.000000 Penalty: 4882.230469
	Iteration 14Q: 3 clusters Score -2434221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2434232.750000 Penalty: 4882.230469
	Iteration 15Q: 3 clusters Score -2434233 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2434241.250000 Penalty: 4882.230469
	Iteration 16Q: 3 clusters Score -2434241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2434251.750000 Penalty: 4882.230469
	Iteration 17Q: 3 clusters Score -2434252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2434260.000000 Penalty: 4882.230469
	Iteration 18Q: 3 clusters Score -2434260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2434266.750000 Penalty: 4882.230469
	Iteration 19Q: 3 clusters Score -2434267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2434266.750000 Penalty: 4882.230469
	Iteration 20F: 3 clusters Score -2434267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2434273.500000 Penalty: 4882.230469
	Iteration 21Q: 3 clusters Score -2434274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2434281.500000 Penalty: 4882.230469
	Iteration 22Q: 3 clusters Score -2434282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2434285.000000 Penalty: 4882.230469
	Iteration 23Q: 3 clusters Score -2434285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2434291.000000 Penalty: 4882.230469
	Iteration 24Q: 3 clusters Score -2434291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2434296.750000 Penalty: 4882.230469
	Iteration 25Q: 3 clusters Score -2434297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2434296.750000 Penalty: 4882.230469
	Iteration 26Q: 3 clusters Score -2434297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2434298.500000 Penalty: 4882.230469
	Iteration 27Q: 3 clusters Score -2434298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2434303.750000 Penalty: 4882.230469
	Iteration 28Q: 3 clusters Score -2434304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2434305.250000 Penalty: 4882.230469
	Iteration 29Q: 3 clusters Score -2434305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2434304.500000 Penalty: 4882.230469
	Iteration 30Q: 3 clusters Score -2434304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2434315.250000 Penalty: 4882.230469
	Iteration 31Q: 3 clusters Score -2434315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2434316.750000 Penalty: 4882.230469
	Iteration 32Q: 3 clusters Score -2434317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2434319.250000 Penalty: 4882.230469
	Iteration 33Q: 3 clusters Score -2434319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2434318.250000 Penalty: 4882.230469
	Iteration 34Q: 3 clusters Score -2434318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2434328.500000 Penalty: 4882.230469
	Iteration 35Q: 3 clusters Score -2434328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2434336.000000 Penalty: 4882.230469
	Iteration 36Q: 3 clusters Score -2434336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2434337.750000 Penalty: 4882.230469
	Iteration 37Q: 3 clusters Score -2434338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2434341.500000 Penalty: 4882.230469
	Iteration 38Q: 3 clusters Score -2434342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2434340.500000 Penalty: 4882.230469
	Iteration 39Q: 3 clusters Score -2434340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2434340.500000 Penalty: 4882.230469
	Iteration 40F: 3 clusters Score -2434340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Entering Unmasked Estep 
Score: -632965.875000 Penalty: 2113.846191
	Iteration 0F: 2 clusters Score -632965.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -628370.625000 Penalty: 4227.692383
	Iteration 0F: 3 clusters Score -628370.6 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -629471.375000 Penalty: 4227.692383
	Iteration 1F: 3 clusters Score -629471.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -629701.125000 Penalty: 4227.692383
	Iteration 2F: 3 clusters Score -629701.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -629884.250000 Penalty: 4227.692383
	Iteration 3F: 3 clusters Score -629884.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -630049.375000 Penalty: 4227.692383
	Iteration 4Q: 3 clusters Score -630049.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -630174.812500 Penalty: 4227.692383
	Iteration 5Q: 3 clusters Score -630174.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -630264.375000 Penalty: 4227.692383
	Iteration 6Q: 3 clusters Score -630264.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -630362.375000 Penalty: 4227.692383
	Iteration 7Q: 3 clusters Score -630362.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -630457.750000 Penalty: 4227.692383
	Iteration 8Q: 3 clusters Score -630457.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -630572.125000 Penalty: 4227.692383
	Iteration 9Q: 3 clusters Score -630572.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -630714.812500 Penalty: 4227.692383
	Iteration 10Q: 3 clusters Score -630714.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -630850.187500 Penalty: 4227.692383
	Iteration 11Q: 3 clusters Score -630850.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -630984.625000 Penalty: 4227.692383
	Iteration 12Q: 3 clusters Score -630984.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -631084.062500 Penalty: 4227.692383
	Iteration 13Q: 3 clusters Score -631084.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -631173.062500 Penalty: 4227.692383
	Iteration 14Q: 3 clusters Score -631173.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -631227.875000 Penalty: 4227.692383
	Iteration 15Q: 3 clusters Score -631227.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -631264.062500 Penalty: 4227.692383
	Iteration 16Q: 3 clusters Score -631264.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -631300.937500 Penalty: 4227.692383
	Iteration 17Q: 3 clusters Score -631300.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -631334.562500 Penalty: 4227.692383
	Iteration 18Q: 3 clusters Score -631334.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -631355.937500 Penalty: 4227.692383
	Iteration 19Q: 3 clusters Score -631355.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -631374.250000 Penalty: 4227.692383
	Iteration 20F: 3 clusters Score -631374.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -631392.625000 Penalty: 4227.692383
	Iteration 21Q: 3 clusters Score -631392.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -631412.687500 Penalty: 4227.692383
	Iteration 22Q: 3 clusters Score -631412.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -631429.625000 Penalty: 4227.692383
	Iteration 23Q: 3 clusters Score -631429.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -631444.375000 Penalty: 4227.692383
	Iteration 24Q: 3 clusters Score -631444.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -631449.625000 Penalty: 4227.692383
	Iteration 25Q: 3 clusters Score -631449.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -631456.437500 Penalty: 4227.692383
	Iteration 26Q: 3 clusters Score -631456.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -631459.875000 Penalty: 4227.692383
	Iteration 27Q: 3 clusters Score -631459.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -631461.000000 Penalty: 4227.692383
	Iteration 28Q: 3 clusters Score -631461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -631462.250000 Penalty: 4227.692383
	Iteration 29Q: 3 clusters Score -631462.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -631463.125000 Penalty: 4227.692383
	Iteration 30Q: 3 clusters Score -631463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -631463.625000 Penalty: 4227.692383
	Iteration 31Q: 3 clusters Score -631463.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -631464.000000 Penalty: 4227.692383
	Iteration 32Q: 3 clusters Score -631464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -631464.687500 Penalty: 4227.692383
	Iteration 33Q: 3 clusters Score -631464.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -631464.687500 Penalty: 4227.692383
	Iteration 34F: 3 clusters Score -631464.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Entering Unmasked Estep 
Score: -1614214.250000 Penalty: 2357.042236
	Iteration 0F: 2 clusters Score -1614214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1604451.625000 Penalty: 4714.084473
	Iteration 0F: 3 clusters Score -1604452 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1607644.750000 Penalty: 4714.084473
	Iteration 1F: 3 clusters Score -1607645 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1608187.000000 Penalty: 4714.084473
	Iteration 2F: 3 clusters Score -1608187 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1608664.125000 Penalty: 4714.084473
	Iteration 3F: 3 clusters Score -1608664 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1609112.750000 Penalty: 4714.084473
	Iteration 4F: 3 clusters Score -1609113 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1609556.625000 Penalty: 4714.084473
	Iteration 5F: 3 clusters Score -1609557 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1609990.625000 Penalty: 4714.084473
	Iteration 6F: 3 clusters Score -1609991 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1610424.500000 Penalty: 4714.084473
	Iteration 7F: 3 clusters Score -1610424 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1610885.250000 Penalty: 4714.084473
	Iteration 8Q: 3 clusters Score -1610885 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1611343.125000 Penalty: 4714.084473
	Iteration 9Q: 3 clusters Score -1611343 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1611735.500000 Penalty: 4714.084473
	Iteration 10Q: 3 clusters Score -1611736 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1612038.000000 Penalty: 4714.084473
	Iteration 11Q: 3 clusters Score -1612038 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1612243.250000 Penalty: 4714.084473
	Iteration 12Q: 3 clusters Score -1612243 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1612437.500000 Penalty: 4714.084473
	Iteration 13Q: 3 clusters Score -1612438 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1612575.375000 Penalty: 4714.084473
	Iteration 14Q: 3 clusters Score -1612575 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1612710.125000 Penalty: 4714.084473
	Iteration 15Q: 3 clusters Score -1612710 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1612825.125000 Penalty: 4714.084473
	Iteration 16Q: 3 clusters Score -1612825 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1612914.375000 Penalty: 4714.084473
	Iteration 17Q: 3 clusters Score -1612914 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1613002.000000 Penalty: 4714.084473
	Iteration 18Q: 3 clusters Score -1613002 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1613071.000000 Penalty: 4714.084473
	Iteration 19Q: 3 clusters Score -1613071 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1613140.625000 Penalty: 4714.084473
	Iteration 20F: 3 clusters Score -1613141 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1613199.125000 Penalty: 4714.084473
	Iteration 21Q: 3 clusters Score -1613199 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1613244.000000 Penalty: 4714.084473
	Iteration 22Q: 3 clusters Score -1613244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1613275.000000 Penalty: 4714.084473
	Iteration 23Q: 3 clusters Score -1613275 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1613299.500000 Penalty: 4714.084473
	Iteration 24Q: 3 clusters Score -1613300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1613312.250000 Penalty: 4714.084473
	Iteration 25Q: 3 clusters Score -1613312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1613327.000000 Penalty: 4714.084473
	Iteration 26Q: 3 clusters Score -1613327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1613333.500000 Penalty: 4714.084473
	Iteration 27Q: 3 clusters Score -1613334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1613341.125000 Penalty: 4714.084473
	Iteration 28Q: 3 clusters Score -1613341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1613344.125000 Penalty: 4714.084473
	Iteration 29Q: 3 clusters Score -1613344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1613349.000000 Penalty: 4714.084473
	Iteration 30Q: 3 clusters Score -1613349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1613348.125000 Penalty: 4714.084473
	Iteration 31Q: 3 clusters Score -1613348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1613351.875000 Penalty: 4714.084473
	Iteration 32Q: 3 clusters Score -1613352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1613353.625000 Penalty: 4714.084473
	Iteration 33Q: 3 clusters Score -1613354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1613356.875000 Penalty: 4714.084473
	Iteration 34Q: 3 clusters Score -1613357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1613355.750000 Penalty: 4714.084473
	Iteration 35Q: 3 clusters Score -1613356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1613356.500000 Penalty: 4714.084473
	Iteration 36Q: 3 clusters Score -1613356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1613358.000000 Penalty: 4714.084473
	Iteration 37Q: 3 clusters Score -1613358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1613359.875000 Penalty: 4714.084473
	Iteration 38Q: 3 clusters Score -1613360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1613360.125000 Penalty: 4714.084473
	Iteration 39Q: 3 clusters Score -1613360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1613361.125000 Penalty: 4714.084473
	Iteration 40F: 3 clusters Score -1613361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1613358.750000 Penalty: 4714.084473
	Iteration 41Q: 3 clusters Score -1613359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1613358.875000 Penalty: 4714.084473
	Iteration 42Q: 3 clusters Score -1613359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1613360.875000 Penalty: 4714.084473
	Iteration 43Q: 3 clusters Score -1613361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1613362.625000 Penalty: 4714.084473
	Iteration 44Q: 3 clusters Score -1613363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1613362.500000 Penalty: 4714.084473
	Iteration 45Q: 3 clusters Score -1613362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1613362.500000 Penalty: 4714.084473
	Iteration 46Q: 3 clusters Score -1613362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1613365.375000 Penalty: 4714.084473
	Iteration 47Q: 3 clusters Score -1613365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1613368.375000 Penalty: 4714.084473
	Iteration 48Q: 3 clusters Score -1613368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1613363.000000 Penalty: 4714.084473
	Iteration 49Q: 3 clusters Score -1613363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1613365.500000 Penalty: 4714.084473
	Iteration 50Q: 3 clusters Score -1613366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1613366.625000 Penalty: 4714.084473
	Iteration 51Q: 3 clusters Score -1613367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1613366.625000 Penalty: 4714.084473
	Iteration 52F: 3 clusters Score -1613367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Entering Unmasked Estep 
Score: -2189864.500000 Penalty: 2432.607666
	Iteration 0F: 2 clusters Score -2189864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2176919.500000 Penalty: 4865.215332
	Iteration 0F: 3 clusters Score -2176920 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2181185.500000 Penalty: 4865.215332
	Iteration 1F: 3 clusters Score -2181186 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2181584.750000 Penalty: 4865.215332
	Iteration 2F: 3 clusters Score -2181585 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2181883.500000 Penalty: 4865.215332
	Iteration 3Q: 3 clusters Score -2181884 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2182116.250000 Penalty: 4865.215332
	Iteration 4Q: 3 clusters Score -2182116 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2182326.750000 Penalty: 4865.215332
	Iteration 5Q: 3 clusters Score -2182327 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2182542.750000 Penalty: 4865.215332
	Iteration 6Q: 3 clusters Score -2182543 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2182765.500000 Penalty: 4865.215332
	Iteration 7Q: 3 clusters Score -2182766 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2183029.750000 Penalty: 4865.215332
	Iteration 8Q: 3 clusters Score -2183030 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2183440.750000 Penalty: 4865.215332
	Iteration 9Q: 3 clusters Score -2183441 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2183937.750000 Penalty: 4865.215332
	Iteration 10Q: 3 clusters Score -2183938 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2184448.250000 Penalty: 4865.215332
	Iteration 11Q: 3 clusters Score -2184448 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2184943.500000 Penalty: 4865.215332
	Iteration 12Q: 3 clusters Score -2184944 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2185438.000000 Penalty: 4865.215332
	Iteration 13Q: 3 clusters Score -2185438 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2185893.250000 Penalty: 4865.215332
	Iteration 14Q: 3 clusters Score -2185893 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2186321.500000 Penalty: 4865.215332
	Iteration 15Q: 3 clusters Score -2186322 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2186628.000000 Penalty: 4865.215332
	Iteration 16Q: 3 clusters Score -2186628 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2186906.750000 Penalty: 4865.215332
	Iteration 17Q: 3 clusters Score -2186907 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2187143.500000 Penalty: 4865.215332
	Iteration 18Q: 3 clusters Score -2187144 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2187363.250000 Penalty: 4865.215332
	Iteration 19Q: 3 clusters Score -2187363 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2187617.750000 Penalty: 4865.215332
	Iteration 20F: 3 clusters Score -2187618 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2187902.000000 Penalty: 4865.215332
	Iteration 21Q: 3 clusters Score -2187902 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2188155.000000 Penalty: 4865.215332
	Iteration 22Q: 3 clusters Score -2188155 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2188442.500000 Penalty: 4865.215332
	Iteration 23Q: 3 clusters Score -2188442 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2188706.000000 Penalty: 4865.215332
	Iteration 24Q: 3 clusters Score -2188706 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2188941.500000 Penalty: 4865.215332
	Iteration 25Q: 3 clusters Score -2188942 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2189170.500000 Penalty: 4865.215332
	Iteration 26Q: 3 clusters Score -2189170 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2189341.250000 Penalty: 4865.215332
	Iteration 27Q: 3 clusters Score -2189341 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2189471.000000 Penalty: 4865.215332
	Iteration 28Q: 3 clusters Score -2189471 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2189588.500000 Penalty: 4865.215332
	Iteration 29Q: 3 clusters Score -2189588 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2189726.000000 Penalty: 4865.215332
	Iteration 30Q: 3 clusters Score -2189726 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2189868.000000 Penalty: 4865.215332
	Iteration 31Q: 3 clusters Score -2189868 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2189972.750000 Penalty: 4865.215332
	Iteration 32Q: 3 clusters Score -2189973 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2190039.750000 Penalty: 4865.215332
	Iteration 33Q: 3 clusters Score -2190040 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2190074.500000 Penalty: 4865.215332
	Iteration 34Q: 3 clusters Score -2190074 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2190100.000000 Penalty: 4865.215332
	Iteration 35Q: 3 clusters Score -2190100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2190113.000000 Penalty: 4865.215332
	Iteration 36Q: 3 clusters Score -2190113 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2190124.750000 Penalty: 4865.215332
	Iteration 37Q: 3 clusters Score -2190125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2190131.000000 Penalty: 4865.215332
	Iteration 38Q: 3 clusters Score -2190131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2190133.250000 Penalty: 4865.215332
	Iteration 39Q: 3 clusters Score -2190133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2190504.000000 Penalty: 4865.215332
	Iteration 40F: 3 clusters Score -2190504 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2191070.750000 Penalty: 4865.215332
	Iteration 41Q: 3 clusters Score -2191071 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2191399.750000 Penalty: 4865.215332
	Iteration 42Q: 3 clusters Score -2191400 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2191546.250000 Penalty: 4865.215332
	Iteration 43Q: 3 clusters Score -2191546 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2191619.750000 Penalty: 4865.215332
	Iteration 44Q: 3 clusters Score -2191620 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2191666.000000 Penalty: 4865.215332
	Iteration 45Q: 3 clusters Score -2191666 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2191698.500000 Penalty: 4865.215332
	Iteration 46Q: 3 clusters Score -2191698 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2191726.750000 Penalty: 4865.215332
	Iteration 47Q: 3 clusters Score -2191727 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2191741.750000 Penalty: 4865.215332
	Iteration 48Q: 3 clusters Score -2191742 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2191761.750000 Penalty: 4865.215332
	Iteration 49Q: 3 clusters Score -2191762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2191766.500000 Penalty: 4865.215332
	Iteration 50Q: 3 clusters Score -2191766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2191764.250000 Penalty: 4865.215332
	Iteration 51Q: 3 clusters Score -2191764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2191769.500000 Penalty: 4865.215332
	Iteration 52Q: 3 clusters Score -2191770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2191775.250000 Penalty: 4865.215332
	Iteration 53Q: 3 clusters Score -2191775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2191772.750000 Penalty: 4865.215332
	Iteration 54Q: 3 clusters Score -2191773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2191775.750000 Penalty: 4865.215332
	Iteration 55Q: 3 clusters Score -2191776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2191776.000000 Penalty: 4865.215332
	Iteration 56Q: 3 clusters Score -2191776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2191776.500000 Penalty: 4865.215332
	Iteration 57Q: 3 clusters Score -2191776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2191778.750000 Penalty: 4865.215332
	Iteration 58F: 3 clusters Score -2191779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2191777.500000 Penalty: 4865.215332
	Iteration 59Q: 3 clusters Score -2191778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2191778.750000 Penalty: 4865.215332
	Iteration 60F: 3 clusters Score -2191779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2191779.750000 Penalty: 4865.215332
	Iteration 61Q: 3 clusters Score -2191780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2191778.500000 Penalty: 4865.215332
	Iteration 62Q: 3 clusters Score -2191778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2191777.500000 Penalty: 4865.215332
	Iteration 63Q: 3 clusters Score -2191778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2191776.750000 Penalty: 4865.215332
	Iteration 64Q: 3 clusters Score -2191777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2191776.750000 Penalty: 4865.215332
	Iteration 65Q: 3 clusters Score -2191777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2191777.000000 Penalty: 4865.215332
	Iteration 66Q: 3 clusters Score -2191777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2191777.750000 Penalty: 4865.215332
	Iteration 67Q: 3 clusters Score -2191778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2191779.000000 Penalty: 4865.215332
	Iteration 68Q: 3 clusters Score -2191779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2191781.000000 Penalty: 4865.215332
	Iteration 69Q: 3 clusters Score -2191781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2191781.000000 Penalty: 4865.215332
	Iteration 70F: 3 clusters Score -2191781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 15406 members 
Mstep: Class 3 contains 12619 members 
Mstep: Class 4 contains 17561 members 
Mstep: Class 5 contains 3123 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 18652 members 
Mstep: Class 8 contains 19642 members 
Mstep: Class 9 contains 78280 members 
Mstep: Class 10 contains 18830 members 
Mstep: Class 11 contains 5032 members 
Mstep: Class 12 contains 13416 members 
Mstep: Class 13 contains 12437 members 
Mstep: Class 14 contains 140473 members 
Mstep: Class 15 contains 19817 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 58375 members 
Mstep: Class 18 contains 97405 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 20 contains 178964 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 81413 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 13543 members 
Mstep: Class 25 contains 39892 members 
Mstep: Class 26 contains 76179 members 
Mstep: Class 27 contains 12998 members 
Mstep: Class 28 contains 5219 members 
Mstep: Class 29 contains 11085 members 
Mstep: Class 30 contains 193473 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10809 members 
Mstep: Class 33 contains 12461 members 
Mstep: Class 34 contains 5758 members 
Entering Unmasked Estep 
Score: -150612464.000000 Penalty: 118122.671875
Splitting cluster 13 changes total score from -150607008.000000 to -150612464.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 14 (140473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140473 members 
Entering Unmasked Estep 
Score: -17982622.000000 Penalty: 2939.487061
	Iteration 0F: 2 clusters Score -1.798262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70097 members 
Mstep: Class 2 contains 70376 members 
Entering Unmasked Estep 
Score: -17889078.000000 Penalty: 5878.974121
	Iteration 0F: 3 clusters Score -1.788908e+07 nChanged 67103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66736 members 
Mstep: Class 2 contains 73737 members 
Entering Unmasked Estep 
Score: -17928948.000000 Penalty: 5878.974121
	Iteration 1F: 3 clusters Score -1.792895e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 76328 members 
Entering Unmasked Estep 
Score: -17931034.000000 Penalty: 5878.974121
	Iteration 2Q: 3 clusters Score -1.793103e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60125 members 
Mstep: Class 2 contains 80348 members 
Entering Unmasked Estep 
Score: -17934528.000000 Penalty: 5878.974121
	Iteration 3F: 3 clusters Score -1.793453e+07 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 85915 members 
Entering Unmasked Estep 
Score: -17939728.000000 Penalty: 5878.974121
	Iteration 4F: 3 clusters Score -1.793973e+07 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -17946844.000000 Penalty: 5878.974121
	Iteration 5F: 3 clusters Score -1.794684e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 100535 members 
Entering Unmasked Estep 
Score: -17954488.000000 Penalty: 5878.974121
	Iteration 6F: 3 clusters Score -1.795449e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 107583 members 
Entering Unmasked Estep 
Score: -17961008.000000 Penalty: 5878.974121
	Iteration 7F: 3 clusters Score -1.796101e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 113611 members 
Entering Unmasked Estep 
Score: -17966792.000000 Penalty: 5878.974121
	Iteration 8F: 3 clusters Score -1.796679e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 118196 members 
Entering Unmasked Estep 
Score: -17971652.000000 Penalty: 5878.974121
	Iteration 9Q: 3 clusters Score -1.797165e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 121304 members 
Entering Unmasked Estep 
Score: -17974922.000000 Penalty: 5878.974121
	Iteration 10Q: 3 clusters Score -1.797492e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 123214 members 
Entering Unmasked Estep 
Score: -17976822.000000 Penalty: 5878.974121
	Iteration 11Q: 3 clusters Score -1.797682e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 124520 members 
Entering Unmasked Estep 
Score: -17977750.000000 Penalty: 5878.974121
	Iteration 12Q: 3 clusters Score -1.797775e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 125562 members 
Entering Unmasked Estep 
Score: -17978364.000000 Penalty: 5878.974121
	Iteration 13Q: 3 clusters Score -1.797836e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 126454 members 
Entering Unmasked Estep 
Score: -17978664.000000 Penalty: 5878.974121
	Iteration 14Q: 3 clusters Score -1.797866e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 127238 members 
Entering Unmasked Estep 
Score: -17978794.000000 Penalty: 5878.974121
	Iteration 15Q: 3 clusters Score -1.797879e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 127957 members 
Entering Unmasked Estep 
Score: -17978974.000000 Penalty: 5878.974121
	Iteration 16Q: 3 clusters Score -1.797897e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 128606 members 
Entering Unmasked Estep 
Score: -17979108.000000 Penalty: 5878.974121
	Iteration 17Q: 3 clusters Score -1.797911e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 129179 members 
Entering Unmasked Estep 
Score: -17979236.000000 Penalty: 5878.974121
	Iteration 18Q: 3 clusters Score -1.797924e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 129732 members 
Entering Unmasked Estep 
Score: -17979250.000000 Penalty: 5878.974121
	Iteration 19Q: 3 clusters Score -1.797925e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 130280 members 
Entering Unmasked Estep 
Score: -17979376.000000 Penalty: 5878.974121
	Iteration 20F: 3 clusters Score -1.797938e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 130794 members 
Entering Unmasked Estep 
Score: -17979484.000000 Penalty: 5878.974121
	Iteration 21Q: 3 clusters Score -1.797948e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 131270 members 
Entering Unmasked Estep 
Score: -17979582.000000 Penalty: 5878.974121
	Iteration 22Q: 3 clusters Score -1.797958e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 131725 members 
Entering Unmasked Estep 
Score: -17979700.000000 Penalty: 5878.974121
	Iteration 23Q: 3 clusters Score -1.79797e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 132185 members 
Entering Unmasked Estep 
Score: -17979810.000000 Penalty: 5878.974121
	Iteration 24Q: 3 clusters Score -1.797981e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 132639 members 
Entering Unmasked Estep 
Score: -17979902.000000 Penalty: 5878.974121
	Iteration 25Q: 3 clusters Score -1.79799e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 133063 members 
Entering Unmasked Estep 
Score: -17979964.000000 Penalty: 5878.974121
	Iteration 26Q: 3 clusters Score -1.797996e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 133422 members 
Entering Unmasked Estep 
Score: -17980036.000000 Penalty: 5878.974121
	Iteration 27Q: 3 clusters Score -1.798004e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 133742 members 
Entering Unmasked Estep 
Score: -17980130.000000 Penalty: 5878.974121
	Iteration 28Q: 3 clusters Score -1.798013e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 134004 members 
Entering Unmasked Estep 
Score: -17980204.000000 Penalty: 5878.974121
	Iteration 29Q: 3 clusters Score -1.79802e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 134246 members 
Entering Unmasked Estep 
Score: -17980228.000000 Penalty: 5878.974121
	Iteration 30Q: 3 clusters Score -1.798023e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 134459 members 
Entering Unmasked Estep 
Score: -17980244.000000 Penalty: 5878.974121
	Iteration 31Q: 3 clusters Score -1.798024e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 134653 members 
Entering Unmasked Estep 
Score: -17980268.000000 Penalty: 5878.974121
	Iteration 32Q: 3 clusters Score -1.798027e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 134840 members 
Entering Unmasked Estep 
Score: -17980328.000000 Penalty: 5878.974121
	Iteration 33Q: 3 clusters Score -1.798033e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 135020 members 
Entering Unmasked Estep 
Score: -17980404.000000 Penalty: 5878.974121
	Iteration 34Q: 3 clusters Score -1.79804e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 135185 members 
Entering Unmasked Estep 
Score: -17980430.000000 Penalty: 5878.974121
	Iteration 35Q: 3 clusters Score -1.798043e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 135331 members 
Entering Unmasked Estep 
Score: -17980482.000000 Penalty: 5878.974121
	Iteration 36Q: 3 clusters Score -1.798048e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 135460 members 
Entering Unmasked Estep 
Score: -17980518.000000 Penalty: 5878.974121
	Iteration 37Q: 3 clusters Score -1.798052e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 135570 members 
Entering Unmasked Estep 
Score: -17980560.000000 Penalty: 5878.974121
	Iteration 38Q: 3 clusters Score -1.798056e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 135676 members 
Entering Unmasked Estep 
Score: -17980592.000000 Penalty: 5878.974121
	Iteration 39Q: 3 clusters Score -1.798059e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 135770 members 
Entering Unmasked Estep 
Score: -17980622.000000 Penalty: 5878.974121
	Iteration 40F: 3 clusters Score -1.798062e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 135846 members 
Entering Unmasked Estep 
Score: -17980598.000000 Penalty: 5878.974121
	Iteration 41Q: 3 clusters Score -1.79806e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 135901 members 
Entering Unmasked Estep 
Score: -17980614.000000 Penalty: 5878.974121
	Iteration 42Q: 3 clusters Score -1.798061e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 135952 members 
Entering Unmasked Estep 
Score: -17980610.000000 Penalty: 5878.974121
	Iteration 43Q: 3 clusters Score -1.798061e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 136000 members 
Entering Unmasked Estep 
Score: -17980616.000000 Penalty: 5878.974121
	Iteration 44Q: 3 clusters Score -1.798062e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 136052 members 
Entering Unmasked Estep 
Score: -17980602.000000 Penalty: 5878.974121
	Iteration 45Q: 3 clusters Score -1.79806e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 136107 members 
Entering Unmasked Estep 
Score: -17980592.000000 Penalty: 5878.974121
	Iteration 46Q: 3 clusters Score -1.798059e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 136158 members 
Entering Unmasked Estep 
Score: -17980600.000000 Penalty: 5878.974121
	Iteration 47Q: 3 clusters Score -1.79806e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 136200 members 
Entering Unmasked Estep 
Score: -17980586.000000 Penalty: 5878.974121
	Iteration 48Q: 3 clusters Score -1.798059e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 136242 members 
Entering Unmasked Estep 
Score: -17980598.000000 Penalty: 5878.974121
	Iteration 49Q: 3 clusters Score -1.79806e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 136286 members 
Entering Unmasked Estep 
Score: -17980612.000000 Penalty: 5878.974121
	Iteration 50Q: 3 clusters Score -1.798061e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 136325 members 
Entering Unmasked Estep 
Score: -17980636.000000 Penalty: 5878.974121
	Iteration 51Q: 3 clusters Score -1.798064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 136358 members 
Entering Unmasked Estep 
Score: -17980648.000000 Penalty: 5878.974121
	Iteration 52Q: 3 clusters Score -1.798065e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 136392 members 
Entering Unmasked Estep 
Score: -17980640.000000 Penalty: 5878.974121
	Iteration 53Q: 3 clusters Score -1.798064e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 136426 members 
Entering Unmasked Estep 
Score: -17980664.000000 Penalty: 5878.974121
	Iteration 54Q: 3 clusters Score -1.798066e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 136452 members 
Entering Unmasked Estep 
Score: -17980656.000000 Penalty: 5878.974121
	Iteration 55Q: 3 clusters Score -1.798066e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 136476 members 
Entering Unmasked Estep 
Score: -17980676.000000 Penalty: 5878.974121
	Iteration 56Q: 3 clusters Score -1.798068e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 136495 members 
Entering Unmasked Estep 
Score: -17980676.000000 Penalty: 5878.974121
	Iteration 57Q: 3 clusters Score -1.798068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 136520 members 
Entering Unmasked Estep 
Score: -17980674.000000 Penalty: 5878.974121
	Iteration 58Q: 3 clusters Score -1.798067e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 136546 members 
Entering Unmasked Estep 
Score: -17980666.000000 Penalty: 5878.974121
	Iteration 59Q: 3 clusters Score -1.798067e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 136579 members 
Entering Unmasked Estep 
Score: -17980680.000000 Penalty: 5878.974121
	Iteration 60F: 3 clusters Score -1.798068e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 136609 members 
Entering Unmasked Estep 
Score: -17980686.000000 Penalty: 5878.974121
	Iteration 61Q: 3 clusters Score -1.798069e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 136641 members 
Entering Unmasked Estep 
Score: -17980710.000000 Penalty: 5878.974121
	Iteration 62Q: 3 clusters Score -1.798071e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 136671 members 
Entering Unmasked Estep 
Score: -17980716.000000 Penalty: 5878.974121
	Iteration 63Q: 3 clusters Score -1.798072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 136692 members 
Entering Unmasked Estep 
Score: -17980724.000000 Penalty: 5878.974121
	Iteration 64Q: 3 clusters Score -1.798072e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 136715 members 
Entering Unmasked Estep 
Score: -17980718.000000 Penalty: 5878.974121
	Iteration 65Q: 3 clusters Score -1.798072e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 136738 members 
Entering Unmasked Estep 
Score: -17980744.000000 Penalty: 5878.974121
	Iteration 66Q: 3 clusters Score -1.798074e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 136769 members 
Entering Unmasked Estep 
Score: -17980766.000000 Penalty: 5878.974121
	Iteration 67Q: 3 clusters Score -1.798077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 136784 members 
Entering Unmasked Estep 
Score: -17980762.000000 Penalty: 5878.974121
	Iteration 68Q: 3 clusters Score -1.798076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 136798 members 
Entering Unmasked Estep 
Score: -17980788.000000 Penalty: 5878.974121
	Iteration 69Q: 3 clusters Score -1.798079e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 136819 members 
Entering Unmasked Estep 
Score: -17980770.000000 Penalty: 5878.974121
	Iteration 70Q: 3 clusters Score -1.798077e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 136842 members 
Entering Unmasked Estep 
Score: -17980752.000000 Penalty: 5878.974121
	Iteration 71Q: 3 clusters Score -1.798075e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 136861 members 
Entering Unmasked Estep 
Score: -17980752.000000 Penalty: 5878.974121
	Iteration 72Q: 3 clusters Score -1.798075e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 136886 members 
Entering Unmasked Estep 
Score: -17980746.000000 Penalty: 5878.974121
	Iteration 73Q: 3 clusters Score -1.798075e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 136913 members 
Entering Unmasked Estep 
Score: -17980734.000000 Penalty: 5878.974121
	Iteration 74Q: 3 clusters Score -1.798073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 136933 members 
Entering Unmasked Estep 
Score: -17980726.000000 Penalty: 5878.974121
	Iteration 75Q: 3 clusters Score -1.798073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 136955 members 
Entering Unmasked Estep 
Score: -17980714.000000 Penalty: 5878.974121
	Iteration 76Q: 3 clusters Score -1.798071e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 136975 members 
Entering Unmasked Estep 
Score: -17980716.000000 Penalty: 5878.974121
	Iteration 77Q: 3 clusters Score -1.798072e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 137002 members 
Entering Unmasked Estep 
Score: -17980738.000000 Penalty: 5878.974121
	Iteration 78Q: 3 clusters Score -1.798074e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 137017 members 
Entering Unmasked Estep 
Score: -17980750.000000 Penalty: 5878.974121
	Iteration 79Q: 3 clusters Score -1.798075e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 137037 members 
Entering Unmasked Estep 
Score: -17980752.000000 Penalty: 5878.974121
	Iteration 80F: 3 clusters Score -1.798075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 137053 members 
Entering Unmasked Estep 
Score: -17980762.000000 Penalty: 5878.974121
	Iteration 81Q: 3 clusters Score -1.798076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 137068 members 
Entering Unmasked Estep 
Score: -17980758.000000 Penalty: 5878.974121
	Iteration 82Q: 3 clusters Score -1.798076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 137076 members 
Entering Unmasked Estep 
Score: -17980758.000000 Penalty: 5878.974121
	Iteration 83Q: 3 clusters Score -1.798076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 137082 members 
Entering Unmasked Estep 
Score: -17980756.000000 Penalty: 5878.974121
	Iteration 84Q: 3 clusters Score -1.798076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 137089 members 
Entering Unmasked Estep 
Score: -17980752.000000 Penalty: 5878.974121
	Iteration 85Q: 3 clusters Score -1.798075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 137094 members 
Entering Unmasked Estep 
Score: -17980734.000000 Penalty: 5878.974121
	Iteration 86Q: 3 clusters Score -1.798073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 137105 members 
Entering Unmasked Estep 
Score: -17980746.000000 Penalty: 5878.974121
	Iteration 87Q: 3 clusters Score -1.798075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 137115 members 
Entering Unmasked Estep 
Score: -17980752.000000 Penalty: 5878.974121
	Iteration 88Q: 3 clusters Score -1.798075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 137127 members 
Entering Unmasked Estep 
Score: -17980754.000000 Penalty: 5878.974121
	Iteration 89Q: 3 clusters Score -1.798075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 137141 members 
Entering Unmasked Estep 
Score: -17980744.000000 Penalty: 5878.974121
	Iteration 90Q: 3 clusters Score -1.798074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 137160 members 
Entering Unmasked Estep 
Score: -17980742.000000 Penalty: 5878.974121
	Iteration 91Q: 3 clusters Score -1.798074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 137176 members 
Entering Unmasked Estep 
Score: -17980752.000000 Penalty: 5878.974121
	Iteration 92Q: 3 clusters Score -1.798075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 137188 members 
Entering Unmasked Estep 
Score: -17980746.000000 Penalty: 5878.974121
	Iteration 93Q: 3 clusters Score -1.798075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 137196 members 
Entering Unmasked Estep 
Score: -17980738.000000 Penalty: 5878.974121
	Iteration 94Q: 3 clusters Score -1.798074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 137204 members 
Entering Unmasked Estep 
Score: -17980748.000000 Penalty: 5878.974121
	Iteration 95Q: 3 clusters Score -1.798075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 137207 members 
Entering Unmasked Estep 
Score: -17980736.000000 Penalty: 5878.974121
	Iteration 96Q: 3 clusters Score -1.798074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 137213 members 
Entering Unmasked Estep 
Score: -17980736.000000 Penalty: 5878.974121
	Iteration 97Q: 3 clusters Score -1.798074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 137218 members 
Entering Unmasked Estep 
Score: -17980746.000000 Penalty: 5878.974121
	Iteration 98Q: 3 clusters Score -1.798075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 137229 members 
Entering Unmasked Estep 
Score: -17980742.000000 Penalty: 5878.974121
	Iteration 99Q: 3 clusters Score -1.798074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 137232 members 
Entering Unmasked Estep 
Score: -17980752.000000 Penalty: 5878.974121
	Iteration 100F: 3 clusters Score -1.798075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 137235 members 
Entering Unmasked Estep 
Score: -17980756.000000 Penalty: 5878.974121
	Iteration 101Q: 3 clusters Score -1.798076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 137236 members 
Entering Unmasked Estep 
Score: -17980746.000000 Penalty: 5878.974121
	Iteration 102Q: 3 clusters Score -1.798075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 137238 members 
Entering Unmasked Estep 
Score: -17980740.000000 Penalty: 5878.974121
	Iteration 103Q: 3 clusters Score -1.798074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 137242 members 
Entering Unmasked Estep 
Score: -17980740.000000 Penalty: 5878.974121
	Iteration 104Q: 3 clusters Score -1.798074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 137243 members 
Entering Unmasked Estep 
Score: -17980740.000000 Penalty: 5878.974121
	Iteration 105Q: 3 clusters Score -1.798074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 137244 members 
Entering Unmasked Estep 
Score: -17980744.000000 Penalty: 5878.974121
	Iteration 106Q: 3 clusters Score -1.798074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 137245 members 
Entering Unmasked Estep 
Score: -17980748.000000 Penalty: 5878.974121
	Iteration 107Q: 3 clusters Score -1.798075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 137245 members 
Entering Unmasked Estep 
Score: -17980748.000000 Penalty: 5878.974121
	Iteration 108F: 3 clusters Score -1.798075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Entering Unmasked Estep 
Score: -2412588.500000 Penalty: 2453.785400
	Iteration 0F: 2 clusters Score -2412588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2398651.500000 Penalty: 4907.570801
	Iteration 0F: 3 clusters Score -2398652 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2403562.000000 Penalty: 4907.570801
	Iteration 1F: 3 clusters Score -2403562 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2404469.500000 Penalty: 4907.570801
	Iteration 2F: 3 clusters Score -2404470 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2405416.500000 Penalty: 4907.570801
	Iteration 3F: 3 clusters Score -2405416 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2406314.750000 Penalty: 4907.570801
	Iteration 4F: 3 clusters Score -2406315 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2407126.000000 Penalty: 4907.570801
	Iteration 5F: 3 clusters Score -2407126 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2407750.500000 Penalty: 4907.570801
	Iteration 6F: 3 clusters Score -2407750 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2408213.000000 Penalty: 4907.570801
	Iteration 7Q: 3 clusters Score -2408213 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2408547.000000 Penalty: 4907.570801
	Iteration 8Q: 3 clusters Score -2408547 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2408839.000000 Penalty: 4907.570801
	Iteration 9Q: 3 clusters Score -2408839 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2409127.000000 Penalty: 4907.570801
	Iteration 10Q: 3 clusters Score -2409127 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2409411.500000 Penalty: 4907.570801
	Iteration 11Q: 3 clusters Score -2409412 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2409621.750000 Penalty: 4907.570801
	Iteration 12Q: 3 clusters Score -2409622 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2409794.000000 Penalty: 4907.570801
	Iteration 13Q: 3 clusters Score -2409794 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2409906.500000 Penalty: 4907.570801
	Iteration 14Q: 3 clusters Score -2409906 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2409999.750000 Penalty: 4907.570801
	Iteration 15Q: 3 clusters Score -2410000 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2410042.500000 Penalty: 4907.570801
	Iteration 16Q: 3 clusters Score -2410042 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2410073.750000 Penalty: 4907.570801
	Iteration 17Q: 3 clusters Score -2410074 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2410104.500000 Penalty: 4907.570801
	Iteration 18Q: 3 clusters Score -2410104 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2410123.000000 Penalty: 4907.570801
	Iteration 19Q: 3 clusters Score -2410123 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2410141.500000 Penalty: 4907.570801
	Iteration 20F: 3 clusters Score -2410142 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2410156.250000 Penalty: 4907.570801
	Iteration 21Q: 3 clusters Score -2410156 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2410169.250000 Penalty: 4907.570801
	Iteration 22Q: 3 clusters Score -2410169 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2410191.000000 Penalty: 4907.570801
	Iteration 23Q: 3 clusters Score -2410191 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2410213.250000 Penalty: 4907.570801
	Iteration 24Q: 3 clusters Score -2410213 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2410220.500000 Penalty: 4907.570801
	Iteration 25Q: 3 clusters Score -2410220 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2410242.750000 Penalty: 4907.570801
	Iteration 26Q: 3 clusters Score -2410243 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2410256.000000 Penalty: 4907.570801
	Iteration 27Q: 3 clusters Score -2410256 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2410266.500000 Penalty: 4907.570801
	Iteration 28Q: 3 clusters Score -2410266 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2410291.250000 Penalty: 4907.570801
	Iteration 29Q: 3 clusters Score -2410291 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2410302.750000 Penalty: 4907.570801
	Iteration 30Q: 3 clusters Score -2410303 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2410313.500000 Penalty: 4907.570801
	Iteration 31Q: 3 clusters Score -2410314 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2410325.750000 Penalty: 4907.570801
	Iteration 32Q: 3 clusters Score -2410326 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2410335.750000 Penalty: 4907.570801
	Iteration 33Q: 3 clusters Score -2410336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2410350.000000 Penalty: 4907.570801
	Iteration 34Q: 3 clusters Score -2410350 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2410353.000000 Penalty: 4907.570801
	Iteration 35Q: 3 clusters Score -2410353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2410361.250000 Penalty: 4907.570801
	Iteration 36Q: 3 clusters Score -2410361 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2410366.000000 Penalty: 4907.570801
	Iteration 37Q: 3 clusters Score -2410366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2410378.250000 Penalty: 4907.570801
	Iteration 38Q: 3 clusters Score -2410378 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2410380.500000 Penalty: 4907.570801
	Iteration 39Q: 3 clusters Score -2410380 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2410400.250000 Penalty: 4907.570801
	Iteration 40F: 3 clusters Score -2410400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2410414.250000 Penalty: 4907.570801
	Iteration 41Q: 3 clusters Score -2410414 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2410431.250000 Penalty: 4907.570801
	Iteration 42Q: 3 clusters Score -2410431 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2410449.000000 Penalty: 4907.570801
	Iteration 43Q: 3 clusters Score -2410449 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2410468.750000 Penalty: 4907.570801
	Iteration 44Q: 3 clusters Score -2410469 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2410482.250000 Penalty: 4907.570801
	Iteration 45Q: 3 clusters Score -2410482 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2410501.500000 Penalty: 4907.570801
	Iteration 46Q: 3 clusters Score -2410502 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2410514.250000 Penalty: 4907.570801
	Iteration 47Q: 3 clusters Score -2410514 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2410551.250000 Penalty: 4907.570801
	Iteration 48Q: 3 clusters Score -2410551 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2410564.250000 Penalty: 4907.570801
	Iteration 49Q: 3 clusters Score -2410564 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2410591.000000 Penalty: 4907.570801
	Iteration 50Q: 3 clusters Score -2410591 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2410620.250000 Penalty: 4907.570801
	Iteration 51Q: 3 clusters Score -2410620 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2410646.000000 Penalty: 4907.570801
	Iteration 52Q: 3 clusters Score -2410646 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2410687.500000 Penalty: 4907.570801
	Iteration 53Q: 3 clusters Score -2410688 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2410714.500000 Penalty: 4907.570801
	Iteration 54Q: 3 clusters Score -2410714 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2410752.500000 Penalty: 4907.570801
	Iteration 55Q: 3 clusters Score -2410752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2410787.500000 Penalty: 4907.570801
	Iteration 56Q: 3 clusters Score -2410788 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2410812.500000 Penalty: 4907.570801
	Iteration 57Q: 3 clusters Score -2410812 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2410842.750000 Penalty: 4907.570801
	Iteration 58Q: 3 clusters Score -2410843 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2410876.250000 Penalty: 4907.570801
	Iteration 59Q: 3 clusters Score -2410876 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2410899.250000 Penalty: 4907.570801
	Iteration 60F: 3 clusters Score -2410899 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2410927.000000 Penalty: 4907.570801
	Iteration 61Q: 3 clusters Score -2410927 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2410934.750000 Penalty: 4907.570801
	Iteration 62Q: 3 clusters Score -2410935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2410960.000000 Penalty: 4907.570801
	Iteration 63Q: 3 clusters Score -2410960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2410972.500000 Penalty: 4907.570801
	Iteration 64Q: 3 clusters Score -2410972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2410982.000000 Penalty: 4907.570801
	Iteration 65Q: 3 clusters Score -2410982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2410985.250000 Penalty: 4907.570801
	Iteration 66Q: 3 clusters Score -2410985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2410987.250000 Penalty: 4907.570801
	Iteration 67Q: 3 clusters Score -2410987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2410993.750000 Penalty: 4907.570801
	Iteration 68Q: 3 clusters Score -2410994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2410995.500000 Penalty: 4907.570801
	Iteration 69Q: 3 clusters Score -2410996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2410998.500000 Penalty: 4907.570801
	Iteration 70Q: 3 clusters Score -2410998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2411003.000000 Penalty: 4907.570801
	Iteration 71Q: 3 clusters Score -2411003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2411007.500000 Penalty: 4907.570801
	Iteration 72Q: 3 clusters Score -2411008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2411007.000000 Penalty: 4907.570801
	Iteration 73Q: 3 clusters Score -2411007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2411011.500000 Penalty: 4907.570801
	Iteration 74Q: 3 clusters Score -2411012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2411013.000000 Penalty: 4907.570801
	Iteration 75Q: 3 clusters Score -2411013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2411016.750000 Penalty: 4907.570801
	Iteration 76Q: 3 clusters Score -2411017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2411025.250000 Penalty: 4907.570801
	Iteration 77Q: 3 clusters Score -2411025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2411031.000000 Penalty: 4907.570801
	Iteration 78Q: 3 clusters Score -2411031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2411038.500000 Penalty: 4907.570801
	Iteration 79Q: 3 clusters Score -2411038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2411037.500000 Penalty: 4907.570801
	Iteration 80F: 3 clusters Score -2411038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2411040.750000 Penalty: 4907.570801
	Iteration 81Q: 3 clusters Score -2411041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2411047.000000 Penalty: 4907.570801
	Iteration 82Q: 3 clusters Score -2411047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2411054.500000 Penalty: 4907.570801
	Iteration 83Q: 3 clusters Score -2411054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2411061.250000 Penalty: 4907.570801
	Iteration 84Q: 3 clusters Score -2411061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2411075.250000 Penalty: 4907.570801
	Iteration 85Q: 3 clusters Score -2411075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2411087.500000 Penalty: 4907.570801
	Iteration 86Q: 3 clusters Score -2411088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2411097.750000 Penalty: 4907.570801
	Iteration 87Q: 3 clusters Score -2411098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2411111.000000 Penalty: 4907.570801
	Iteration 88Q: 3 clusters Score -2411111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2411132.750000 Penalty: 4907.570801
	Iteration 89Q: 3 clusters Score -2411133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2411139.250000 Penalty: 4907.570801
	Iteration 90Q: 3 clusters Score -2411139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2411146.750000 Penalty: 4907.570801
	Iteration 91Q: 3 clusters Score -2411147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2411152.250000 Penalty: 4907.570801
	Iteration 92Q: 3 clusters Score -2411152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2411158.500000 Penalty: 4907.570801
	Iteration 93Q: 3 clusters Score -2411158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2411165.250000 Penalty: 4907.570801
	Iteration 94Q: 3 clusters Score -2411165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2411169.500000 Penalty: 4907.570801
	Iteration 95Q: 3 clusters Score -2411170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2411169.750000 Penalty: 4907.570801
	Iteration 96Q: 3 clusters Score -2411170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2411172.750000 Penalty: 4907.570801
	Iteration 97Q: 3 clusters Score -2411173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2411172.250000 Penalty: 4907.570801
	Iteration 98Q: 3 clusters Score -2411172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2411173.000000 Penalty: 4907.570801
	Iteration 99Q: 3 clusters Score -2411173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2411173.000000 Penalty: 4907.570801
	Iteration 100F: 3 clusters Score -2411173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Entering Unmasked Estep 
Score: -617137.937500 Penalty: 2143.056152
	Iteration 0F: 2 clusters Score -617137.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -612306.312500 Penalty: 4286.112305
	Iteration 0F: 3 clusters Score -612306.3 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -614095.937500 Penalty: 4286.112305
	Iteration 1F: 3 clusters Score -614095.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -614760.250000 Penalty: 4286.112305
	Iteration 2F: 3 clusters Score -614760.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -615301.812500 Penalty: 4286.112305
	Iteration 3F: 3 clusters Score -615301.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -615712.687500 Penalty: 4286.112305
	Iteration 4F: 3 clusters Score -615712.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -616000.625000 Penalty: 4286.112305
	Iteration 5F: 3 clusters Score -616000.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -616206.500000 Penalty: 4286.112305
	Iteration 6Q: 3 clusters Score -616206.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -616345.750000 Penalty: 4286.112305
	Iteration 7Q: 3 clusters Score -616345.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -616419.250000 Penalty: 4286.112305
	Iteration 8Q: 3 clusters Score -616419.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -616478.062500 Penalty: 4286.112305
	Iteration 9Q: 3 clusters Score -616478.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -616514.125000 Penalty: 4286.112305
	Iteration 10Q: 3 clusters Score -616514.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -616547.375000 Penalty: 4286.112305
	Iteration 11Q: 3 clusters Score -616547.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -616578.125000 Penalty: 4286.112305
	Iteration 12Q: 3 clusters Score -616578.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -616593.062500 Penalty: 4286.112305
	Iteration 13Q: 3 clusters Score -616593.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -616606.750000 Penalty: 4286.112305
	Iteration 14Q: 3 clusters Score -616606.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -616615.625000 Penalty: 4286.112305
	Iteration 15Q: 3 clusters Score -616615.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -616623.062500 Penalty: 4286.112305
	Iteration 16Q: 3 clusters Score -616623.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -616627.562500 Penalty: 4286.112305
	Iteration 17Q: 3 clusters Score -616627.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -616629.875000 Penalty: 4286.112305
	Iteration 18Q: 3 clusters Score -616629.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -616631.187500 Penalty: 4286.112305
	Iteration 19Q: 3 clusters Score -616631.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -616631.437500 Penalty: 4286.112305
	Iteration 20F: 3 clusters Score -616631.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -616633.312500 Penalty: 4286.112305
	Iteration 21Q: 3 clusters Score -616633.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -616634.000000 Penalty: 4286.112305
	Iteration 22Q: 3 clusters Score -616634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -616634.250000 Penalty: 4286.112305
	Iteration 23Q: 3 clusters Score -616634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -616634.062500 Penalty: 4286.112305
	Iteration 24Q: 3 clusters Score -616634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -616634.250000 Penalty: 4286.112305
	Iteration 25Q: 3 clusters Score -616634.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -616634.875000 Penalty: 4286.112305
	Iteration 26Q: 3 clusters Score -616634.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -616635.375000 Penalty: 4286.112305
	Iteration 27Q: 3 clusters Score -616635.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -616636.000000 Penalty: 4286.112305
	Iteration 28Q: 3 clusters Score -616636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -616636.125000 Penalty: 4286.112305
	Iteration 29Q: 3 clusters Score -616636.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -616636.125000 Penalty: 4286.112305
	Iteration 30F: 3 clusters Score -616636.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58375 members 
Entering Unmasked Estep 
Score: -6927755.000000 Penalty: 2721.711426
	Iteration 0F: 2 clusters Score -6927755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -6888584.000000 Penalty: 5443.422852
	Iteration 0F: 3 clusters Score -6888584 nChanged 27097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -6904792.000000 Penalty: 5443.422852
	Iteration 1F: 3 clusters Score -6904792 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -6906387.000000 Penalty: 5443.422852
	Iteration 2F: 3 clusters Score -6906387 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -6908422.500000 Penalty: 5443.422852
	Iteration 3F: 3 clusters Score -6908422 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -6910869.000000 Penalty: 5443.422852
	Iteration 4F: 3 clusters Score -6910869 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -6913792.000000 Penalty: 5443.422852
	Iteration 5F: 3 clusters Score -6913792 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -6916714.500000 Penalty: 5443.422852
	Iteration 6F: 3 clusters Score -6916714 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -6918961.000000 Penalty: 5443.422852
	Iteration 7F: 3 clusters Score -6918961 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -6920687.000000 Penalty: 5443.422852
	Iteration 8Q: 3 clusters Score -6920687 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -6921844.000000 Penalty: 5443.422852
	Iteration 9Q: 3 clusters Score -6921844 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -6922696.500000 Penalty: 5443.422852
	Iteration 10Q: 3 clusters Score -6922696 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -6923325.500000 Penalty: 5443.422852
	Iteration 11Q: 3 clusters Score -6923326 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -6923860.000000 Penalty: 5443.422852
	Iteration 12Q: 3 clusters Score -6923860 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -6924271.000000 Penalty: 5443.422852
	Iteration 13Q: 3 clusters Score -6924271 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -6924587.500000 Penalty: 5443.422852
	Iteration 14Q: 3 clusters Score -6924588 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -6924900.000000 Penalty: 5443.422852
	Iteration 15Q: 3 clusters Score -6924900 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -6925148.500000 Penalty: 5443.422852
	Iteration 16Q: 3 clusters Score -6925148 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -6925339.500000 Penalty: 5443.422852
	Iteration 17Q: 3 clusters Score -6925340 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -6925578.000000 Penalty: 5443.422852
	Iteration 18Q: 3 clusters Score -6925578 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -6925790.000000 Penalty: 5443.422852
	Iteration 19Q: 3 clusters Score -6925790 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 55652 members 
Entering Unmasked Estep 
Score: -6925955.500000 Penalty: 5443.422852
	Iteration 20F: 3 clusters Score -6925956 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -6926131.000000 Penalty: 5443.422852
	Iteration 21Q: 3 clusters Score -6926131 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -6926283.000000 Penalty: 5443.422852
	Iteration 22Q: 3 clusters Score -6926283 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -6926386.500000 Penalty: 5443.422852
	Iteration 23Q: 3 clusters Score -6926386 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 56024 members 
Entering Unmasked Estep 
Score: -6926437.500000 Penalty: 5443.422852
	Iteration 24Q: 3 clusters Score -6926438 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -6926481.500000 Penalty: 5443.422852
	Iteration 25Q: 3 clusters Score -6926482 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -6926539.000000 Penalty: 5443.422852
	Iteration 26Q: 3 clusters Score -6926539 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -6926575.500000 Penalty: 5443.422852
	Iteration 27Q: 3 clusters Score -6926576 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -6926621.000000 Penalty: 5443.422852
	Iteration 28Q: 3 clusters Score -6926621 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -6926666.500000 Penalty: 5443.422852
	Iteration 29Q: 3 clusters Score -6926666 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -6926757.500000 Penalty: 5443.422852
	Iteration 30Q: 3 clusters Score -6926758 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -6926831.000000 Penalty: 5443.422852
	Iteration 31Q: 3 clusters Score -6926831 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -6926891.500000 Penalty: 5443.422852
	Iteration 32Q: 3 clusters Score -6926892 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -6926928.000000 Penalty: 5443.422852
	Iteration 33Q: 3 clusters Score -6926928 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -6926942.000000 Penalty: 5443.422852
	Iteration 34Q: 3 clusters Score -6926942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -6926949.000000 Penalty: 5443.422852
	Iteration 35Q: 3 clusters Score -6926949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 56468 members 
Entering Unmasked Estep 
Score: -6926962.000000 Penalty: 5443.422852
	Iteration 36Q: 3 clusters Score -6926962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -6926967.000000 Penalty: 5443.422852
	Iteration 37Q: 3 clusters Score -6926967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -6926973.000000 Penalty: 5443.422852
	Iteration 38Q: 3 clusters Score -6926973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -6926980.000000 Penalty: 5443.422852
	Iteration 39Q: 3 clusters Score -6926980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -6926980.500000 Penalty: 5443.422852
	Iteration 40F: 3 clusters Score -6926980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -6926982.500000 Penalty: 5443.422852
	Iteration 41Q: 3 clusters Score -6926982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -6926979.000000 Penalty: 5443.422852
	Iteration 42Q: 3 clusters Score -6926979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -6926984.500000 Penalty: 5443.422852
	Iteration 43Q: 3 clusters Score -6926984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -6926982.500000 Penalty: 5443.422852
	Iteration 44Q: 3 clusters Score -6926982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 56494 members 
Entering Unmasked Estep 
Score: -6926982.500000 Penalty: 5443.422852
	Iteration 45Q: 3 clusters Score -6926982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 56494 members 
Entering Unmasked Estep 
Score: -6926977.500000 Penalty: 5443.422852
	Iteration 46Q: 3 clusters Score -6926978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -6926981.000000 Penalty: 5443.422852
	Iteration 47Q: 3 clusters Score -6926981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 56497 members 
Entering Unmasked Estep 
Score: -6926979.500000 Penalty: 5443.422852
	Iteration 48Q: 3 clusters Score -6926980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -6926982.500000 Penalty: 5443.422852
	Iteration 49Q: 3 clusters Score -6926982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -6926985.500000 Penalty: 5443.422852
	Iteration 50Q: 3 clusters Score -6926986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -6926978.500000 Penalty: 5443.422852
	Iteration 51Q: 3 clusters Score -6926978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -6926979.000000 Penalty: 5443.422852
	Iteration 52Q: 3 clusters Score -6926979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -6926979.000000 Penalty: 5443.422852
	Iteration 53F: 3 clusters Score -6926979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (97405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97405 members 
Entering Unmasked Estep 
Score: -12637015.000000 Penalty: 2848.685059
	Iteration 0F: 2 clusters Score -1.263702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -12571918.000000 Penalty: 5697.370117
	Iteration 0F: 3 clusters Score -1.257192e+07 nChanged 46028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -12597933.000000 Penalty: 5697.370117
	Iteration 1F: 3 clusters Score -1.259793e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -12598546.000000 Penalty: 5697.370117
	Iteration 2Q: 3 clusters Score -1.259855e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 50280 members 
Entering Unmasked Estep 
Score: -12599318.000000 Penalty: 5697.370117
	Iteration 3Q: 3 clusters Score -1.259932e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -12600182.000000 Penalty: 5697.370117
	Iteration 4Q: 3 clusters Score -1.260018e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -12601543.000000 Penalty: 5697.370117
	Iteration 5Q: 3 clusters Score -1.260154e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -12603246.000000 Penalty: 5697.370117
	Iteration 6Q: 3 clusters Score -1.260325e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -12605469.000000 Penalty: 5697.370117
	Iteration 7F: 3 clusters Score -1.260547e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 62837 members 
Entering Unmasked Estep 
Score: -12608263.000000 Penalty: 5697.370117
	Iteration 8F: 3 clusters Score -1.260826e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -12611572.000000 Penalty: 5697.370117
	Iteration 9F: 3 clusters Score -1.261157e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -12615131.000000 Penalty: 5697.370117
	Iteration 10F: 3 clusters Score -1.261513e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 78808 members 
Entering Unmasked Estep 
Score: -12619305.000000 Penalty: 5697.370117
	Iteration 11F: 3 clusters Score -1.26193e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 84326 members 
Entering Unmasked Estep 
Score: -12623572.000000 Penalty: 5697.370117
	Iteration 12F: 3 clusters Score -1.262357e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 89133 members 
Entering Unmasked Estep 
Score: -12627534.000000 Penalty: 5697.370117
	Iteration 13Q: 3 clusters Score -1.262753e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
Score: -12630632.000000 Penalty: 5697.370117
	Iteration 14Q: 3 clusters Score -1.263063e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 95014 members 
Entering Unmasked Estep 
Score: -12632599.000000 Penalty: 5697.370117
	Iteration 15Q: 3 clusters Score -1.26326e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 96118 members 
Entering Unmasked Estep 
Score: -12633505.000000 Penalty: 5697.370117
	Iteration 16Q: 3 clusters Score -1.26335e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 96607 members 
Entering Unmasked Estep 
Score: -12633913.000000 Penalty: 5697.370117
	Iteration 17Q: 3 clusters Score -1.263391e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 96833 members 
Entering Unmasked Estep 
Score: -12634195.000000 Penalty: 5697.370117
	Iteration 18Q: 3 clusters Score -1.26342e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 96941 members 
Entering Unmasked Estep 
Score: -12634302.000000 Penalty: 5697.370117
	Iteration 19Q: 3 clusters Score -1.26343e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 96993 members 
Entering Unmasked Estep 
Score: -12634366.000000 Penalty: 5697.370117
	Iteration 20F: 3 clusters Score -1.263437e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 97021 members 
Entering Unmasked Estep 
Score: -12634425.000000 Penalty: 5697.370117
	Iteration 21Q: 3 clusters Score -1.263442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 97042 members 
Entering Unmasked Estep 
Score: -12634454.000000 Penalty: 5697.370117
	Iteration 22Q: 3 clusters Score -1.263445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 97051 members 
Entering Unmasked Estep 
Score: -12634479.000000 Penalty: 5697.370117
	Iteration 23Q: 3 clusters Score -1.263448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 97061 members 
Entering Unmasked Estep 
Score: -12634495.000000 Penalty: 5697.370117
	Iteration 24Q: 3 clusters Score -1.26345e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 97065 members 
Entering Unmasked Estep 
Score: -12634498.000000 Penalty: 5697.370117
	Iteration 25Q: 3 clusters Score -1.26345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 97068 members 
Entering Unmasked Estep 
Score: -12634515.000000 Penalty: 5697.370117
	Iteration 26Q: 3 clusters Score -1.263452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 97068 members 
Entering Unmasked Estep 
Score: -12634520.000000 Penalty: 5697.370117
	Iteration 27Q: 3 clusters Score -1.263452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 97069 members 
Entering Unmasked Estep 
Score: -12634523.000000 Penalty: 5697.370117
	Iteration 28Q: 3 clusters Score -1.263452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 97071 members 
Entering Unmasked Estep 
Score: -12634517.000000 Penalty: 5697.370117
	Iteration 29Q: 3 clusters Score -1.263452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 97074 members 
Entering Unmasked Estep 
Score: -12634517.000000 Penalty: 5697.370117
	Iteration 30Q: 3 clusters Score -1.263452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 97076 members 
Entering Unmasked Estep 
Score: -12634521.000000 Penalty: 5697.370117
	Iteration 31Q: 3 clusters Score -1.263452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 97076 members 
Entering Unmasked Estep 
Score: -12634527.000000 Penalty: 5697.370117
	Iteration 32Q: 3 clusters Score -1.263453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 97076 members 
Entering Unmasked Estep 
Score: -12634527.000000 Penalty: 5697.370117
	Iteration 33F: 3 clusters Score -1.263453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Entering Unmasked Estep 
Score: -981066.687500 Penalty: 2214.893799
	Iteration 0F: 2 clusters Score -981066.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -974993.437500 Penalty: 4429.787598
	Iteration 0F: 3 clusters Score -974993.4 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -976469.312500 Penalty: 4429.787598
	Iteration 1F: 3 clusters Score -976469.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -976713.000000 Penalty: 4429.787598
	Iteration 2F: 3 clusters Score -976713 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -976880.062500 Penalty: 4429.787598
	Iteration 3Q: 3 clusters Score -976880.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -976997.437500 Penalty: 4429.787598
	Iteration 4Q: 3 clusters Score -976997.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -977081.687500 Penalty: 4429.787598
	Iteration 5Q: 3 clusters Score -977081.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -977153.750000 Penalty: 4429.787598
	Iteration 6Q: 3 clusters Score -977153.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -977205.875000 Penalty: 4429.787598
	Iteration 7Q: 3 clusters Score -977205.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -977258.437500 Penalty: 4429.787598
	Iteration 8Q: 3 clusters Score -977258.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -977316.437500 Penalty: 4429.787598
	Iteration 9Q: 3 clusters Score -977316.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -977390.500000 Penalty: 4429.787598
	Iteration 10Q: 3 clusters Score -977390.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -977464.312500 Penalty: 4429.787598
	Iteration 11Q: 3 clusters Score -977464.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -977533.687500 Penalty: 4429.787598
	Iteration 12Q: 3 clusters Score -977533.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -977598.750000 Penalty: 4429.787598
	Iteration 13Q: 3 clusters Score -977598.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -977667.500000 Penalty: 4429.787598
	Iteration 14Q: 3 clusters Score -977667.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -977743.500000 Penalty: 4429.787598
	Iteration 15Q: 3 clusters Score -977743.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -977843.687500 Penalty: 4429.787598
	Iteration 16Q: 3 clusters Score -977843.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -977942.500000 Penalty: 4429.787598
	Iteration 17Q: 3 clusters Score -977942.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -978058.562500 Penalty: 4429.787598
	Iteration 18Q: 3 clusters Score -978058.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -978176.187500 Penalty: 4429.787598
	Iteration 19Q: 3 clusters Score -978176.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -978295.000000 Penalty: 4429.787598
	Iteration 20F: 3 clusters Score -978295 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -978418.687500 Penalty: 4429.787598
	Iteration 21Q: 3 clusters Score -978418.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -978541.187500 Penalty: 4429.787598
	Iteration 22Q: 3 clusters Score -978541.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -978654.562500 Penalty: 4429.787598
	Iteration 23Q: 3 clusters Score -978654.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -978740.125000 Penalty: 4429.787598
	Iteration 24Q: 3 clusters Score -978740.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -978820.750000 Penalty: 4429.787598
	Iteration 25Q: 3 clusters Score -978820.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -978878.125000 Penalty: 4429.787598
	Iteration 26Q: 3 clusters Score -978878.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -978926.500000 Penalty: 4429.787598
	Iteration 27Q: 3 clusters Score -978926.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -978971.375000 Penalty: 4429.787598
	Iteration 28Q: 3 clusters Score -978971.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -979017.812500 Penalty: 4429.787598
	Iteration 29Q: 3 clusters Score -979017.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -979044.937500 Penalty: 4429.787598
	Iteration 30Q: 3 clusters Score -979044.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -979065.937500 Penalty: 4429.787598
	Iteration 31Q: 3 clusters Score -979065.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -979086.937500 Penalty: 4429.787598
	Iteration 32Q: 3 clusters Score -979086.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -979106.812500 Penalty: 4429.787598
	Iteration 33Q: 3 clusters Score -979106.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -979119.000000 Penalty: 4429.787598
	Iteration 34Q: 3 clusters Score -979119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -979131.812500 Penalty: 4429.787598
	Iteration 35Q: 3 clusters Score -979131.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -979141.375000 Penalty: 4429.787598
	Iteration 36Q: 3 clusters Score -979141.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -979146.437500 Penalty: 4429.787598
	Iteration 37Q: 3 clusters Score -979146.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -979148.812500 Penalty: 4429.787598
	Iteration 38Q: 3 clusters Score -979148.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -979157.000000 Penalty: 4429.787598
	Iteration 39Q: 3 clusters Score -979157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -979156.062500 Penalty: 4429.787598
	Iteration 40F: 3 clusters Score -979156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -979158.812500 Penalty: 4429.787598
	Iteration 41Q: 3 clusters Score -979158.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -979160.125000 Penalty: 4429.787598
	Iteration 42Q: 3 clusters Score -979160.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -979160.125000 Penalty: 4429.787598
	Iteration 43F: 3 clusters Score -979160.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (178964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178964 members 
Entering Unmasked Estep 
Score: -23127344.000000 Penalty: 2999.545166
	Iteration 0F: 2 clusters Score -2.312734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89467 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -23016196.000000 Penalty: 5999.090332
	Iteration 0F: 3 clusters Score -2.30162e+07 nChanged 85570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91335 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -23066298.000000 Penalty: 5999.090332
	Iteration 1F: 3 clusters Score -2.30663e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92438 members 
Mstep: Class 2 contains 86526 members 
Entering Unmasked Estep 
Score: -23067264.000000 Penalty: 5999.090332
	Iteration 2Q: 3 clusters Score -2.306726e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94338 members 
Mstep: Class 2 contains 84626 members 
Entering Unmasked Estep 
Score: -23068458.000000 Penalty: 5999.090332
	Iteration 3Q: 3 clusters Score -2.306846e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97199 members 
Mstep: Class 2 contains 81765 members 
Entering Unmasked Estep 
Score: -23070550.000000 Penalty: 5999.090332
	Iteration 4Q: 3 clusters Score -2.307055e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101516 members 
Mstep: Class 2 contains 77448 members 
Entering Unmasked Estep 
Score: -23073582.000000 Penalty: 5999.090332
	Iteration 5Q: 3 clusters Score -2.307358e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107834 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -23078256.000000 Penalty: 5999.090332
	Iteration 6F: 3 clusters Score -2.307826e+07 nChanged 11742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116180 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
Score: -23084636.000000 Penalty: 5999.090332
	Iteration 7F: 3 clusters Score -2.308464e+07 nChanged 12535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125837 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -23092098.000000 Penalty: 5999.090332
	Iteration 8F: 3 clusters Score -2.30921e+07 nChanged 12005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135892 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -23099384.000000 Penalty: 5999.090332
	Iteration 9F: 3 clusters Score -2.309938e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145414 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -23105874.000000 Penalty: 5999.090332
	Iteration 10F: 3 clusters Score -2.310587e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153823 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -23111542.000000 Penalty: 5999.090332
	Iteration 11Q: 3 clusters Score -2.311154e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161153 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -23116486.000000 Penalty: 5999.090332
	Iteration 12Q: 3 clusters Score -2.311649e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167125 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -23119460.000000 Penalty: 5999.090332
	Iteration 13Q: 3 clusters Score -2.311946e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171497 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -23121724.000000 Penalty: 5999.090332
	Iteration 14Q: 3 clusters Score -2.312172e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174455 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -23122966.000000 Penalty: 5999.090332
	Iteration 15Q: 3 clusters Score -2.312297e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176233 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -23123844.000000 Penalty: 5999.090332
	Iteration 16Q: 3 clusters Score -2.312384e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177170 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -23124374.000000 Penalty: 5999.090332
	Iteration 17Q: 3 clusters Score -2.312437e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177716 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -23124534.000000 Penalty: 5999.090332
	Iteration 18Q: 3 clusters Score -2.312453e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177995 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -23124642.000000 Penalty: 5999.090332
	Iteration 19Q: 3 clusters Score -2.312464e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178149 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -23124802.000000 Penalty: 5999.090332
	Iteration 20F: 3 clusters Score -2.31248e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178239 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -23124802.000000 Penalty: 5999.090332
	Iteration 21Q: 3 clusters Score -2.31248e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178292 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -23124778.000000 Penalty: 5999.090332
	Iteration 22Q: 3 clusters Score -2.312478e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178322 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -23124790.000000 Penalty: 5999.090332
	Iteration 23Q: 3 clusters Score -2.312479e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178346 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -23124792.000000 Penalty: 5999.090332
	Iteration 24Q: 3 clusters Score -2.312479e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178359 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -23124812.000000 Penalty: 5999.090332
	Iteration 25Q: 3 clusters Score -2.312481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178371 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -23124824.000000 Penalty: 5999.090332
	Iteration 26Q: 3 clusters Score -2.312482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178380 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -23124846.000000 Penalty: 5999.090332
	Iteration 27Q: 3 clusters Score -2.312485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178385 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -23124852.000000 Penalty: 5999.090332
	Iteration 28Q: 3 clusters Score -2.312485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178389 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -23124860.000000 Penalty: 5999.090332
	Iteration 29Q: 3 clusters Score -2.312486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178394 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -23124854.000000 Penalty: 5999.090332
	Iteration 30Q: 3 clusters Score -2.312485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178396 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -23124876.000000 Penalty: 5999.090332
	Iteration 31Q: 3 clusters Score -2.312488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178403 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -23124866.000000 Penalty: 5999.090332
	Iteration 32Q: 3 clusters Score -2.312487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178404 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -23124856.000000 Penalty: 5999.090332
	Iteration 33Q: 3 clusters Score -2.312486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178407 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -23124846.000000 Penalty: 5999.090332
	Iteration 34Q: 3 clusters Score -2.312485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178409 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -23124856.000000 Penalty: 5999.090332
	Iteration 35Q: 3 clusters Score -2.312486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178409 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -23124856.000000 Penalty: 5999.090332
	Iteration 36F: 3 clusters Score -2.312486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -145845.078125 Penalty: 1775.889771
	Iteration 0F: 2 clusters Score -145845.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -143926.171875 Penalty: 3551.779541
	Iteration 0F: 3 clusters Score -143926.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -145528.578125 Penalty: 3551.779541
	Iteration 1F: 3 clusters Score -145528.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -146796.031250 Penalty: 3551.779541
	Iteration 2F: 3 clusters Score -146796 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -147383.015625 Penalty: 3551.779541
	Iteration 3F: 3 clusters Score -147383 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -147692.453125 Penalty: 3551.779541
	Iteration 4Q: 3 clusters Score -147692.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -147776.687500 Penalty: 3551.779541
	Iteration 5Q: 3 clusters Score -147776.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -147824.046875 Penalty: 3551.779541
	Iteration 6Q: 3 clusters Score -147824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -147872.843750 Penalty: 3551.779541
	Iteration 7Q: 3 clusters Score -147872.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -147893.656250 Penalty: 3551.779541
	Iteration 8Q: 3 clusters Score -147893.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -147918.453125 Penalty: 3551.779541
	Iteration 9Q: 3 clusters Score -147918.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -147949.828125 Penalty: 3551.779541
	Iteration 10Q: 3 clusters Score -147949.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -147973.390625 Penalty: 3551.779541
	Iteration 11Q: 3 clusters Score -147973.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -148039.765625 Penalty: 3551.779541
	Iteration 12Q: 3 clusters Score -148039.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -148079.968750 Penalty: 3551.779541
	Iteration 13Q: 3 clusters Score -148080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -148151.875000 Penalty: 3551.779541
	Iteration 14Q: 3 clusters Score -148151.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -148198.187500 Penalty: 3551.779541
	Iteration 15Q: 3 clusters Score -148198.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -148231.781250 Penalty: 3551.779541
	Iteration 16Q: 3 clusters Score -148231.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -148237.687500 Penalty: 3551.779541
	Iteration 17Q: 3 clusters Score -148237.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -148237.687500 Penalty: 3551.779541
	Iteration 18F: 3 clusters Score -148237.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 15406 members 
Mstep: Class 3 contains 12619 members 
Mstep: Class 4 contains 17561 members 
Mstep: Class 5 contains 3123 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 18652 members 
Mstep: Class 8 contains 19642 members 
Mstep: Class 9 contains 78280 members 
Mstep: Class 10 contains 18830 members 
Mstep: Class 11 contains 5032 members 
Mstep: Class 12 contains 13416 members 
Mstep: Class 13 contains 12437 members 
Mstep: Class 14 contains 140473 members 
Mstep: Class 15 contains 19817 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 58375 members 
Mstep: Class 18 contains 97405 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 20 contains 178964 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 81413 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 13543 members 
Mstep: Class 25 contains 39892 members 
Mstep: Class 26 contains 76179 members 
Mstep: Class 27 contains 12998 members 
Mstep: Class 28 contains 5219 members 
Mstep: Class 29 contains 11085 members 
Mstep: Class 30 contains 193473 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10809 members 
Mstep: Class 33 contains 12461 members 
Mstep: Class 34 contains 5758 members 
Mstep: Class 35 contains 655 members 
Entering Unmasked Estep 
Score: -150613200.000000 Penalty: 121596.867188
Splitting cluster 21 changes total score from -150607008.000000 to -150613200.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 22 (81413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81413 members 
Entering Unmasked Estep 
Score: -10555730.000000 Penalty: 2804.208008
	Iteration 0F: 2 clusters Score -1.055573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -10501190.000000 Penalty: 5608.416016
	Iteration 0F: 3 clusters Score -1.050119e+07 nChanged 38177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -10523233.000000 Penalty: 5608.416016
	Iteration 1F: 3 clusters Score -1.052323e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -10524390.000000 Penalty: 5608.416016
	Iteration 2Q: 3 clusters Score -1.052439e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -10526029.000000 Penalty: 5608.416016
	Iteration 3Q: 3 clusters Score -1.052603e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -10528390.000000 Penalty: 5608.416016
	Iteration 4F: 3 clusters Score -1.052839e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -10531676.000000 Penalty: 5608.416016
	Iteration 5F: 3 clusters Score -1.053168e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -10535360.000000 Penalty: 5608.416016
	Iteration 6F: 3 clusters Score -1.053536e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62052 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -10539194.000000 Penalty: 5608.416016
	Iteration 7F: 3 clusters Score -1.053919e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66392 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -10542572.000000 Penalty: 5608.416016
	Iteration 8F: 3 clusters Score -1.054257e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -10545614.000000 Penalty: 5608.416016
	Iteration 9Q: 3 clusters Score -1.054561e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -10548189.000000 Penalty: 5608.416016
	Iteration 10Q: 3 clusters Score -1.054819e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75372 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -10550225.000000 Penalty: 5608.416016
	Iteration 11Q: 3 clusters Score -1.055022e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76734 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -10551590.000000 Penalty: 5608.416016
	Iteration 12Q: 3 clusters Score -1.055159e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77483 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -10552266.000000 Penalty: 5608.416016
	Iteration 13Q: 3 clusters Score -1.055227e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77967 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -10552595.000000 Penalty: 5608.416016
	Iteration 14Q: 3 clusters Score -1.05526e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78308 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -10552770.000000 Penalty: 5608.416016
	Iteration 15Q: 3 clusters Score -1.055277e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78565 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -10552934.000000 Penalty: 5608.416016
	Iteration 16Q: 3 clusters Score -1.055293e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78792 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -10553055.000000 Penalty: 5608.416016
	Iteration 17Q: 3 clusters Score -1.055306e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78982 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -10553148.000000 Penalty: 5608.416016
	Iteration 18Q: 3 clusters Score -1.055315e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79135 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -10553224.000000 Penalty: 5608.416016
	Iteration 19Q: 3 clusters Score -1.055322e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79254 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -10553260.000000 Penalty: 5608.416016
	Iteration 20F: 3 clusters Score -1.055326e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -10553312.000000 Penalty: 5608.416016
	Iteration 21Q: 3 clusters Score -1.055331e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79456 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -10553324.000000 Penalty: 5608.416016
	Iteration 22Q: 3 clusters Score -1.055332e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79520 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -10553365.000000 Penalty: 5608.416016
	Iteration 23Q: 3 clusters Score -1.055336e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79582 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -10553390.000000 Penalty: 5608.416016
	Iteration 24Q: 3 clusters Score -1.055339e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -10553411.000000 Penalty: 5608.416016
	Iteration 25Q: 3 clusters Score -1.055341e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79695 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -10553425.000000 Penalty: 5608.416016
	Iteration 26Q: 3 clusters Score -1.055342e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79750 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -10553466.000000 Penalty: 5608.416016
	Iteration 27Q: 3 clusters Score -1.055347e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79782 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -10553477.000000 Penalty: 5608.416016
	Iteration 28Q: 3 clusters Score -1.055348e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79805 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -10553488.000000 Penalty: 5608.416016
	Iteration 29Q: 3 clusters Score -1.055349e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79831 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -10553505.000000 Penalty: 5608.416016
	Iteration 30Q: 3 clusters Score -1.05535e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79851 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -10553510.000000 Penalty: 5608.416016
	Iteration 31Q: 3 clusters Score -1.055351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79870 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -10553519.000000 Penalty: 5608.416016
	Iteration 32Q: 3 clusters Score -1.055352e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79892 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -10553545.000000 Penalty: 5608.416016
	Iteration 33Q: 3 clusters Score -1.055354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79914 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -10553547.000000 Penalty: 5608.416016
	Iteration 34Q: 3 clusters Score -1.055355e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79934 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -10553557.000000 Penalty: 5608.416016
	Iteration 35Q: 3 clusters Score -1.055356e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -10553543.000000 Penalty: 5608.416016
	Iteration 36Q: 3 clusters Score -1.055354e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79978 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -10553565.000000 Penalty: 5608.416016
	Iteration 37Q: 3 clusters Score -1.055356e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79996 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -10553565.000000 Penalty: 5608.416016
	Iteration 38Q: 3 clusters Score -1.055356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80003 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -10553577.000000 Penalty: 5608.416016
	Iteration 39Q: 3 clusters Score -1.055358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80009 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -10553576.000000 Penalty: 5608.416016
	Iteration 40F: 3 clusters Score -1.055358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -10553588.000000 Penalty: 5608.416016
	Iteration 41Q: 3 clusters Score -1.055359e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80023 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -10553586.000000 Penalty: 5608.416016
	Iteration 42Q: 3 clusters Score -1.055359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -10553582.000000 Penalty: 5608.416016
	Iteration 43Q: 3 clusters Score -1.055358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80036 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -10553590.000000 Penalty: 5608.416016
	Iteration 44Q: 3 clusters Score -1.055359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80037 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -10553590.000000 Penalty: 5608.416016
	Iteration 45Q: 3 clusters Score -1.055359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -10553591.000000 Penalty: 5608.416016
	Iteration 46Q: 3 clusters Score -1.055359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -10553596.000000 Penalty: 5608.416016
	Iteration 47Q: 3 clusters Score -1.05536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -10553601.000000 Penalty: 5608.416016
	Iteration 48Q: 3 clusters Score -1.05536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80047 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -10553606.000000 Penalty: 5608.416016
	Iteration 49Q: 3 clusters Score -1.055361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80047 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -10553606.000000 Penalty: 5608.416016
	Iteration 50F: 3 clusters Score -1.055361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Entering Unmasked Estep 
Score: -541995.562500 Penalty: 2068.196045
	Iteration 0F: 2 clusters Score -541995.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -538015.750000 Penalty: 4136.392090
	Iteration 0F: 3 clusters Score -538015.8 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -538871.125000 Penalty: 4136.392090
	Iteration 1F: 3 clusters Score -538871.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -539064.125000 Penalty: 4136.392090
	Iteration 2F: 3 clusters Score -539064.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -539183.437500 Penalty: 4136.392090
	Iteration 3Q: 3 clusters Score -539183.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -539268.437500 Penalty: 4136.392090
	Iteration 4Q: 3 clusters Score -539268.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -539332.750000 Penalty: 4136.392090
	Iteration 5Q: 3 clusters Score -539332.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -539389.125000 Penalty: 4136.392090
	Iteration 6Q: 3 clusters Score -539389.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -539440.687500 Penalty: 4136.392090
	Iteration 7Q: 3 clusters Score -539440.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -539489.125000 Penalty: 4136.392090
	Iteration 8Q: 3 clusters Score -539489.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -539538.750000 Penalty: 4136.392090
	Iteration 9Q: 3 clusters Score -539538.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -539586.625000 Penalty: 4136.392090
	Iteration 10Q: 3 clusters Score -539586.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -539634.562500 Penalty: 4136.392090
	Iteration 11Q: 3 clusters Score -539634.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -539692.312500 Penalty: 4136.392090
	Iteration 12Q: 3 clusters Score -539692.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -539753.250000 Penalty: 4136.392090
	Iteration 13Q: 3 clusters Score -539753.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -539815.750000 Penalty: 4136.392090
	Iteration 14Q: 3 clusters Score -539815.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -539871.500000 Penalty: 4136.392090
	Iteration 15Q: 3 clusters Score -539871.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -539919.437500 Penalty: 4136.392090
	Iteration 16Q: 3 clusters Score -539919.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -539951.500000 Penalty: 4136.392090
	Iteration 17Q: 3 clusters Score -539951.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -539973.250000 Penalty: 4136.392090
	Iteration 18Q: 3 clusters Score -539973.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -539993.750000 Penalty: 4136.392090
	Iteration 19Q: 3 clusters Score -539993.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -540014.562500 Penalty: 4136.392090
	Iteration 20F: 3 clusters Score -540014.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -540034.937500 Penalty: 4136.392090
	Iteration 21Q: 3 clusters Score -540034.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -540054.562500 Penalty: 4136.392090
	Iteration 22Q: 3 clusters Score -540054.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -540074.125000 Penalty: 4136.392090
	Iteration 23Q: 3 clusters Score -540074.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -540095.562500 Penalty: 4136.392090
	Iteration 24Q: 3 clusters Score -540095.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -540112.437500 Penalty: 4136.392090
	Iteration 25Q: 3 clusters Score -540112.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -540123.562500 Penalty: 4136.392090
	Iteration 26Q: 3 clusters Score -540123.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -540130.062500 Penalty: 4136.392090
	Iteration 27Q: 3 clusters Score -540130.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -540135.375000 Penalty: 4136.392090
	Iteration 28Q: 3 clusters Score -540135.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -540140.562500 Penalty: 4136.392090
	Iteration 29Q: 3 clusters Score -540140.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -540143.750000 Penalty: 4136.392090
	Iteration 30Q: 3 clusters Score -540143.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -540145.937500 Penalty: 4136.392090
	Iteration 31Q: 3 clusters Score -540145.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -540148.687500 Penalty: 4136.392090
	Iteration 32Q: 3 clusters Score -540148.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -540151.250000 Penalty: 4136.392090
	Iteration 33Q: 3 clusters Score -540151.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -540153.375000 Penalty: 4136.392090
	Iteration 34Q: 3 clusters Score -540153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -540156.187500 Penalty: 4136.392090
	Iteration 35Q: 3 clusters Score -540156.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -540158.437500 Penalty: 4136.392090
	Iteration 36Q: 3 clusters Score -540158.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -540160.375000 Penalty: 4136.392090
	Iteration 37Q: 3 clusters Score -540160.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -540164.625000 Penalty: 4136.392090
	Iteration 38Q: 3 clusters Score -540164.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -540165.250000 Penalty: 4136.392090
	Iteration 39Q: 3 clusters Score -540165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -540166.375000 Penalty: 4136.392090
	Iteration 40F: 3 clusters Score -540166.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -540166.937500 Penalty: 4136.392090
	Iteration 41Q: 3 clusters Score -540166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -540167.937500 Penalty: 4136.392090
	Iteration 42Q: 3 clusters Score -540167.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -540167.937500 Penalty: 4136.392090
	Iteration 43F: 3 clusters Score -540167.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Entering Unmasked Estep 
Score: -1680300.250000 Penalty: 2359.379150
	Iteration 0F: 2 clusters Score -1680300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1670472.250000 Penalty: 4718.758301
	Iteration 0F: 3 clusters Score -1670472 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1673741.000000 Penalty: 4718.758301
	Iteration 1F: 3 clusters Score -1673741 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1674293.250000 Penalty: 4718.758301
	Iteration 2F: 3 clusters Score -1674293 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1674835.375000 Penalty: 4718.758301
	Iteration 3F: 3 clusters Score -1674835 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1675421.375000 Penalty: 4718.758301
	Iteration 4F: 3 clusters Score -1675421 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1676013.000000 Penalty: 4718.758301
	Iteration 5F: 3 clusters Score -1676013 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1676579.875000 Penalty: 4718.758301
	Iteration 6F: 3 clusters Score -1676580 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1677010.000000 Penalty: 4718.758301
	Iteration 7Q: 3 clusters Score -1677010 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1677266.500000 Penalty: 4718.758301
	Iteration 8Q: 3 clusters Score -1677266 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1677446.375000 Penalty: 4718.758301
	Iteration 9Q: 3 clusters Score -1677446 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1677575.125000 Penalty: 4718.758301
	Iteration 10Q: 3 clusters Score -1677575 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1677661.750000 Penalty: 4718.758301
	Iteration 11Q: 3 clusters Score -1677662 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1677740.875000 Penalty: 4718.758301
	Iteration 12Q: 3 clusters Score -1677741 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1677802.750000 Penalty: 4718.758301
	Iteration 13Q: 3 clusters Score -1677803 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1677849.125000 Penalty: 4718.758301
	Iteration 14Q: 3 clusters Score -1677849 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1677897.250000 Penalty: 4718.758301
	Iteration 15Q: 3 clusters Score -1677897 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1677933.500000 Penalty: 4718.758301
	Iteration 16Q: 3 clusters Score -1677934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1677970.625000 Penalty: 4718.758301
	Iteration 17Q: 3 clusters Score -1677971 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1677999.875000 Penalty: 4718.758301
	Iteration 18Q: 3 clusters Score -1678000 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1678028.125000 Penalty: 4718.758301
	Iteration 19Q: 3 clusters Score -1678028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1678058.875000 Penalty: 4718.758301
	Iteration 20F: 3 clusters Score -1678059 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1678091.125000 Penalty: 4718.758301
	Iteration 21Q: 3 clusters Score -1678091 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1678126.875000 Penalty: 4718.758301
	Iteration 22Q: 3 clusters Score -1678127 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1678158.500000 Penalty: 4718.758301
	Iteration 23Q: 3 clusters Score -1678158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1678183.125000 Penalty: 4718.758301
	Iteration 24Q: 3 clusters Score -1678183 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1678208.875000 Penalty: 4718.758301
	Iteration 25Q: 3 clusters Score -1678209 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1678230.500000 Penalty: 4718.758301
	Iteration 26Q: 3 clusters Score -1678230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1678254.375000 Penalty: 4718.758301
	Iteration 27Q: 3 clusters Score -1678254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1678268.375000 Penalty: 4718.758301
	Iteration 28Q: 3 clusters Score -1678268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1678284.000000 Penalty: 4718.758301
	Iteration 29Q: 3 clusters Score -1678284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1678298.625000 Penalty: 4718.758301
	Iteration 30Q: 3 clusters Score -1678299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1678309.250000 Penalty: 4718.758301
	Iteration 31Q: 3 clusters Score -1678309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1678318.000000 Penalty: 4718.758301
	Iteration 32Q: 3 clusters Score -1678318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1678327.250000 Penalty: 4718.758301
	Iteration 33Q: 3 clusters Score -1678327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1678333.125000 Penalty: 4718.758301
	Iteration 34Q: 3 clusters Score -1678333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1678339.625000 Penalty: 4718.758301
	Iteration 35Q: 3 clusters Score -1678340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1678344.500000 Penalty: 4718.758301
	Iteration 36Q: 3 clusters Score -1678344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1678352.500000 Penalty: 4718.758301
	Iteration 37Q: 3 clusters Score -1678352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1678355.000000 Penalty: 4718.758301
	Iteration 38Q: 3 clusters Score -1678355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1678357.375000 Penalty: 4718.758301
	Iteration 39Q: 3 clusters Score -1678357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1678359.500000 Penalty: 4718.758301
	Iteration 40F: 3 clusters Score -1678360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1678361.375000 Penalty: 4718.758301
	Iteration 41Q: 3 clusters Score -1678361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1678367.125000 Penalty: 4718.758301
	Iteration 42Q: 3 clusters Score -1678367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1678366.000000 Penalty: 4718.758301
	Iteration 43Q: 3 clusters Score -1678366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1678367.500000 Penalty: 4718.758301
	Iteration 44Q: 3 clusters Score -1678368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1678366.000000 Penalty: 4718.758301
	Iteration 45Q: 3 clusters Score -1678366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1678369.875000 Penalty: 4718.758301
	Iteration 46Q: 3 clusters Score -1678370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1678370.500000 Penalty: 4718.758301
	Iteration 47Q: 3 clusters Score -1678370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1678369.750000 Penalty: 4718.758301
	Iteration 48Q: 3 clusters Score -1678370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1678369.750000 Penalty: 4718.758301
	Iteration 49Q: 3 clusters Score -1678370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1678372.250000 Penalty: 4718.758301
	Iteration 50Q: 3 clusters Score -1678372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1678372.250000 Penalty: 4718.758301
	Iteration 51F: 3 clusters Score -1678372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (39892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Entering Unmasked Estep 
Score: -5081985.000000 Penalty: 2627.294922
	Iteration 0F: 2 clusters Score -5081985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -5055193.500000 Penalty: 5254.589844
	Iteration 0F: 3 clusters Score -5055194 nChanged 18144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -5064962.000000 Penalty: 5254.589844
	Iteration 1F: 3 clusters Score -5064962 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -5065419.500000 Penalty: 5254.589844
	Iteration 2Q: 3 clusters Score -5065420 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -5065896.500000 Penalty: 5254.589844
	Iteration 3Q: 3 clusters Score -5065896 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -5066394.500000 Penalty: 5254.589844
	Iteration 4Q: 3 clusters Score -5066394 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -5066940.000000 Penalty: 5254.589844
	Iteration 5Q: 3 clusters Score -5066940 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -5067660.500000 Penalty: 5254.589844
	Iteration 6Q: 3 clusters Score -5067660 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -5068552.000000 Penalty: 5254.589844
	Iteration 7Q: 3 clusters Score -5068552 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -5069768.000000 Penalty: 5254.589844
	Iteration 8Q: 3 clusters Score -5069768 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -5071259.500000 Penalty: 5254.589844
	Iteration 9F: 3 clusters Score -5071260 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -5072890.000000 Penalty: 5254.589844
	Iteration 10F: 3 clusters Score -5072890 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -5074686.000000 Penalty: 5254.589844
	Iteration 11F: 3 clusters Score -5074686 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -5076285.000000 Penalty: 5254.589844
	Iteration 12F: 3 clusters Score -5076285 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -5077619.500000 Penalty: 5254.589844
	Iteration 13Q: 3 clusters Score -5077620 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5078455.000000 Penalty: 5254.589844
	Iteration 14Q: 3 clusters Score -5078455 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5078946.000000 Penalty: 5254.589844
	Iteration 15Q: 3 clusters Score -5078946 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5079236.000000 Penalty: 5254.589844
	Iteration 16Q: 3 clusters Score -5079236 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5079396.000000 Penalty: 5254.589844
	Iteration 17Q: 3 clusters Score -5079396 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5079509.000000 Penalty: 5254.589844
	Iteration 18Q: 3 clusters Score -5079509 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5079551.500000 Penalty: 5254.589844
	Iteration 19Q: 3 clusters Score -5079552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5079591.000000 Penalty: 5254.589844
	Iteration 20F: 3 clusters Score -5079591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5079614.500000 Penalty: 5254.589844
	Iteration 21Q: 3 clusters Score -5079614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5079626.000000 Penalty: 5254.589844
	Iteration 22Q: 3 clusters Score -5079626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5079642.000000 Penalty: 5254.589844
	Iteration 23Q: 3 clusters Score -5079642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5079654.500000 Penalty: 5254.589844
	Iteration 24Q: 3 clusters Score -5079654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5079660.500000 Penalty: 5254.589844
	Iteration 25Q: 3 clusters Score -5079660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5079666.000000 Penalty: 5254.589844
	Iteration 26Q: 3 clusters Score -5079666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5079667.000000 Penalty: 5254.589844
	Iteration 27Q: 3 clusters Score -5079667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5079666.000000 Penalty: 5254.589844
	Iteration 28Q: 3 clusters Score -5079666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5079663.000000 Penalty: 5254.589844
	Iteration 29Q: 3 clusters Score -5079663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5079663.000000 Penalty: 5254.589844
	Iteration 30F: 3 clusters Score -5079663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (76179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Entering Unmasked Estep 
Score: -9752526.000000 Penalty: 2787.728516
	Iteration 0F: 2 clusters Score -9752526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -9701510.000000 Penalty: 5575.457031
	Iteration 0F: 3 clusters Score -9701510 nChanged 35671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -9721789.000000 Penalty: 5575.457031
	Iteration 1F: 3 clusters Score -9721789 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -9722784.000000 Penalty: 5575.457031
	Iteration 2Q: 3 clusters Score -9722784 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -9723819.000000 Penalty: 5575.457031
	Iteration 3Q: 3 clusters Score -9723819 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -9725048.000000 Penalty: 5575.457031
	Iteration 4Q: 3 clusters Score -9725048 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -9726404.000000 Penalty: 5575.457031
	Iteration 5Q: 3 clusters Score -9726404 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -9727813.000000 Penalty: 5575.457031
	Iteration 6Q: 3 clusters Score -9727813 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -9729198.000000 Penalty: 5575.457031
	Iteration 7Q: 3 clusters Score -9729198 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -9730423.000000 Penalty: 5575.457031
	Iteration 8Q: 3 clusters Score -9730423 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -9731703.000000 Penalty: 5575.457031
	Iteration 9Q: 3 clusters Score -9731703 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -9732979.000000 Penalty: 5575.457031
	Iteration 10Q: 3 clusters Score -9732979 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -9734683.000000 Penalty: 5575.457031
	Iteration 11Q: 3 clusters Score -9734683 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -9736915.000000 Penalty: 5575.457031
	Iteration 12Q: 3 clusters Score -9736915 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -9739635.000000 Penalty: 5575.457031
	Iteration 13Q: 3 clusters Score -9739635 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -9742575.000000 Penalty: 5575.457031
	Iteration 14Q: 3 clusters Score -9742575 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -9745083.000000 Penalty: 5575.457031
	Iteration 15Q: 3 clusters Score -9745083 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -9747261.000000 Penalty: 5575.457031
	Iteration 16Q: 3 clusters Score -9747261 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -9749210.000000 Penalty: 5575.457031
	Iteration 17Q: 3 clusters Score -9749210 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -9750671.000000 Penalty: 5575.457031
	Iteration 18Q: 3 clusters Score -9750671 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -9751548.000000 Penalty: 5575.457031
	Iteration 19Q: 3 clusters Score -9751548 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -9752143.000000 Penalty: 5575.457031
	Iteration 20F: 3 clusters Score -9752143 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -9752399.000000 Penalty: 5575.457031
	Iteration 21Q: 3 clusters Score -9752399 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -9752599.000000 Penalty: 5575.457031
	Iteration 22Q: 3 clusters Score -9752599 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -9752720.000000 Penalty: 5575.457031
	Iteration 23Q: 3 clusters Score -9752720 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -9752736.000000 Penalty: 5575.457031
	Iteration 24Q: 3 clusters Score -9752736 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -9752826.000000 Penalty: 5575.457031
	Iteration 25Q: 3 clusters Score -9752826 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -9752878.000000 Penalty: 5575.457031
	Iteration 26Q: 3 clusters Score -9752878 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -9752896.000000 Penalty: 5575.457031
	Iteration 27Q: 3 clusters Score -9752896 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -9752902.000000 Penalty: 5575.457031
	Iteration 28Q: 3 clusters Score -9752902 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -9752921.000000 Penalty: 5575.457031
	Iteration 29Q: 3 clusters Score -9752921 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -9752941.000000 Penalty: 5575.457031
	Iteration 30Q: 3 clusters Score -9752941 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -9752951.000000 Penalty: 5575.457031
	Iteration 31Q: 3 clusters Score -9752951 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -9752961.000000 Penalty: 5575.457031
	Iteration 32Q: 3 clusters Score -9752961 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -9752967.000000 Penalty: 5575.457031
	Iteration 33Q: 3 clusters Score -9752967 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -9752987.000000 Penalty: 5575.457031
	Iteration 34Q: 3 clusters Score -9752987 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -9752988.000000 Penalty: 5575.457031
	Iteration 35Q: 3 clusters Score -9752988 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -9752977.000000 Penalty: 5575.457031
	Iteration 36Q: 3 clusters Score -9752977 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -9752976.000000 Penalty: 5575.457031
	Iteration 37Q: 3 clusters Score -9752976 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -9752987.000000 Penalty: 5575.457031
	Iteration 38Q: 3 clusters Score -9752987 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -9753000.000000 Penalty: 5575.457031
	Iteration 39Q: 3 clusters Score -9753000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -9752979.000000 Penalty: 5575.457031
	Iteration 40F: 3 clusters Score -9752979 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -9752963.000000 Penalty: 5575.457031
	Iteration 41Q: 3 clusters Score -9752963 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -9752986.000000 Penalty: 5575.457031
	Iteration 42Q: 3 clusters Score -9752986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -9753004.000000 Penalty: 5575.457031
	Iteration 43Q: 3 clusters Score -9753004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -9753001.000000 Penalty: 5575.457031
	Iteration 44Q: 3 clusters Score -9753001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -9753002.000000 Penalty: 5575.457031
	Iteration 45Q: 3 clusters Score -9753002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -9753008.000000 Penalty: 5575.457031
	Iteration 46Q: 3 clusters Score -9753008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -9753008.000000 Penalty: 5575.457031
	Iteration 47Q: 3 clusters Score -9753008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -9753007.000000 Penalty: 5575.457031
	Iteration 48Q: 3 clusters Score -9753007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -9753000.000000 Penalty: 5575.457031
	Iteration 49Q: 3 clusters Score -9753000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -9753009.000000 Penalty: 5575.457031
	Iteration 50Q: 3 clusters Score -9753009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -9753018.000000 Penalty: 5575.457031
	Iteration 51Q: 3 clusters Score -9753018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -9753014.000000 Penalty: 5575.457031
	Iteration 52Q: 3 clusters Score -9753014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -9753016.000000 Penalty: 5575.457031
	Iteration 53Q: 3 clusters Score -9753016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -9753013.000000 Penalty: 5575.457031
	Iteration 54Q: 3 clusters Score -9753013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -9753007.000000 Penalty: 5575.457031
	Iteration 55Q: 3 clusters Score -9753007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -9753013.000000 Penalty: 5575.457031
	Iteration 56Q: 3 clusters Score -9753013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -9753015.000000 Penalty: 5575.457031
	Iteration 57Q: 3 clusters Score -9753015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -9753015.000000 Penalty: 5575.457031
	Iteration 58Q: 3 clusters Score -9753015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -9753019.000000 Penalty: 5575.457031
	Iteration 59Q: 3 clusters Score -9753019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -9753019.000000 Penalty: 5575.457031
	Iteration 60F: 3 clusters Score -9753019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 15406 members 
Mstep: Class 3 contains 12619 members 
Mstep: Class 4 contains 17561 members 
Mstep: Class 5 contains 3123 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 18652 members 
Mstep: Class 8 contains 19642 members 
Mstep: Class 9 contains 78280 members 
Mstep: Class 10 contains 18830 members 
Mstep: Class 11 contains 5032 members 
Mstep: Class 12 contains 13416 members 
Mstep: Class 13 contains 12437 members 
Mstep: Class 14 contains 140473 members 
Mstep: Class 15 contains 19817 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 58375 members 
Mstep: Class 18 contains 97405 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 20 contains 178964 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 81413 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 13543 members 
Mstep: Class 25 contains 39892 members 
Mstep: Class 26 contains 30491 members 
Mstep: Class 27 contains 12998 members 
Mstep: Class 28 contains 5219 members 
Mstep: Class 29 contains 11085 members 
Mstep: Class 30 contains 193473 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10809 members 
Mstep: Class 33 contains 12461 members 
Mstep: Class 34 contains 5758 members 
Mstep: Class 35 contains 655 members 
Mstep: Class 36 contains 45688 members 
Entering Unmasked Estep 
Score: -150613696.000000 Penalty: 125071.062500
Splitting cluster 26 changes total score from -150607008.000000 to -150613696.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 27 (12998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Entering Unmasked Estep 
Score: -1643866.000000 Penalty: 2349.192383
	Iteration 0F: 2 clusters Score -1643866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1634208.500000 Penalty: 4698.384766
	Iteration 0F: 3 clusters Score -1634208 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1637258.250000 Penalty: 4698.384766
	Iteration 1F: 3 clusters Score -1637258 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1637698.875000 Penalty: 4698.384766
	Iteration 2F: 3 clusters Score -1637699 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1638158.875000 Penalty: 4698.384766
	Iteration 3F: 3 clusters Score -1638159 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1638626.250000 Penalty: 4698.384766
	Iteration 4F: 3 clusters Score -1638626 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1639126.250000 Penalty: 4698.384766
	Iteration 5F: 3 clusters Score -1639126 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1639636.000000 Penalty: 4698.384766
	Iteration 6F: 3 clusters Score -1639636 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1640084.375000 Penalty: 4698.384766
	Iteration 7F: 3 clusters Score -1640084 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1640462.000000 Penalty: 4698.384766
	Iteration 8Q: 3 clusters Score -1640462 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1640733.250000 Penalty: 4698.384766
	Iteration 9Q: 3 clusters Score -1640733 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1640920.750000 Penalty: 4698.384766
	Iteration 10Q: 3 clusters Score -1640921 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1641067.875000 Penalty: 4698.384766
	Iteration 11Q: 3 clusters Score -1641068 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1641185.625000 Penalty: 4698.384766
	Iteration 12Q: 3 clusters Score -1641186 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1641278.875000 Penalty: 4698.384766
	Iteration 13Q: 3 clusters Score -1641279 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1641348.375000 Penalty: 4698.384766
	Iteration 14Q: 3 clusters Score -1641348 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1641413.750000 Penalty: 4698.384766
	Iteration 15Q: 3 clusters Score -1641414 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1641490.375000 Penalty: 4698.384766
	Iteration 16Q: 3 clusters Score -1641490 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1641549.375000 Penalty: 4698.384766
	Iteration 17Q: 3 clusters Score -1641549 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1641591.125000 Penalty: 4698.384766
	Iteration 18Q: 3 clusters Score -1641591 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1641620.000000 Penalty: 4698.384766
	Iteration 19Q: 3 clusters Score -1641620 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1641647.625000 Penalty: 4698.384766
	Iteration 20F: 3 clusters Score -1641648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1641666.250000 Penalty: 4698.384766
	Iteration 21Q: 3 clusters Score -1641666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1641687.625000 Penalty: 4698.384766
	Iteration 22Q: 3 clusters Score -1641688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1641702.375000 Penalty: 4698.384766
	Iteration 23Q: 3 clusters Score -1641702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1641721.750000 Penalty: 4698.384766
	Iteration 24Q: 3 clusters Score -1641722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1641743.375000 Penalty: 4698.384766
	Iteration 25Q: 3 clusters Score -1641743 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1641757.000000 Penalty: 4698.384766
	Iteration 26Q: 3 clusters Score -1641757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1641776.500000 Penalty: 4698.384766
	Iteration 27Q: 3 clusters Score -1641776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1641792.750000 Penalty: 4698.384766
	Iteration 28Q: 3 clusters Score -1641793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1641804.875000 Penalty: 4698.384766
	Iteration 29Q: 3 clusters Score -1641805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1641817.625000 Penalty: 4698.384766
	Iteration 30Q: 3 clusters Score -1641818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1641823.375000 Penalty: 4698.384766
	Iteration 31Q: 3 clusters Score -1641823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1641830.250000 Penalty: 4698.384766
	Iteration 32Q: 3 clusters Score -1641830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1641837.750000 Penalty: 4698.384766
	Iteration 33Q: 3 clusters Score -1641838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1641841.000000 Penalty: 4698.384766
	Iteration 34Q: 3 clusters Score -1641841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1641843.500000 Penalty: 4698.384766
	Iteration 35Q: 3 clusters Score -1641844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1641846.625000 Penalty: 4698.384766
	Iteration 36Q: 3 clusters Score -1641847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1641844.500000 Penalty: 4698.384766
	Iteration 37Q: 3 clusters Score -1641844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1641847.375000 Penalty: 4698.384766
	Iteration 38Q: 3 clusters Score -1641847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1641852.000000 Penalty: 4698.384766
	Iteration 39Q: 3 clusters Score -1641852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1641854.250000 Penalty: 4698.384766
	Iteration 40F: 3 clusters Score -1641854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Entering Unmasked Estep 
Score: -644482.625000 Penalty: 2122.895264
	Iteration 0F: 2 clusters Score -644482.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -639755.250000 Penalty: 4245.790527
	Iteration 0F: 3 clusters Score -639755.2 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -641016.750000 Penalty: 4245.790527
	Iteration 1F: 3 clusters Score -641016.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -641372.625000 Penalty: 4245.790527
	Iteration 2F: 3 clusters Score -641372.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -641736.937500 Penalty: 4245.790527
	Iteration 3F: 3 clusters Score -641736.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -642200.812500 Penalty: 4245.790527
	Iteration 4F: 3 clusters Score -642200.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -642685.687500 Penalty: 4245.790527
	Iteration 5F: 3 clusters Score -642685.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -643092.562500 Penalty: 4245.790527
	Iteration 6F: 3 clusters Score -643092.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -643349.812500 Penalty: 4245.790527
	Iteration 7Q: 3 clusters Score -643349.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -643540.625000 Penalty: 4245.790527
	Iteration 8Q: 3 clusters Score -643540.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -643671.375000 Penalty: 4245.790527
	Iteration 9Q: 3 clusters Score -643671.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -643775.250000 Penalty: 4245.790527
	Iteration 10Q: 3 clusters Score -643775.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -643846.687500 Penalty: 4245.790527
	Iteration 11Q: 3 clusters Score -643846.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -643902.000000 Penalty: 4245.790527
	Iteration 12Q: 3 clusters Score -643902 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -643939.687500 Penalty: 4245.790527
	Iteration 13Q: 3 clusters Score -643939.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -643962.625000 Penalty: 4245.790527
	Iteration 14Q: 3 clusters Score -643962.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -643972.000000 Penalty: 4245.790527
	Iteration 15Q: 3 clusters Score -643972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -643977.812500 Penalty: 4245.790527
	Iteration 16Q: 3 clusters Score -643977.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -643982.125000 Penalty: 4245.790527
	Iteration 17Q: 3 clusters Score -643982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -643982.562500 Penalty: 4245.790527
	Iteration 18Q: 3 clusters Score -643982.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -643982.562500 Penalty: 4245.790527
	Iteration 19F: 3 clusters Score -643982.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Entering Unmasked Estep 
Score: -1265568.875000 Penalty: 2309.710205
	Iteration 0F: 2 clusters Score -1265569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1257250.625000 Penalty: 4619.420410
	Iteration 0F: 3 clusters Score -1257251 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1260335.625000 Penalty: 4619.420410
	Iteration 1F: 3 clusters Score -1260336 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1261588.250000 Penalty: 4619.420410
	Iteration 2F: 3 clusters Score -1261588 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1262906.375000 Penalty: 4619.420410
	Iteration 3F: 3 clusters Score -1262906 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1263992.875000 Penalty: 4619.420410
	Iteration 4F: 3 clusters Score -1263993 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1264706.375000 Penalty: 4619.420410
	Iteration 5F: 3 clusters Score -1264706 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1265200.125000 Penalty: 4619.420410
	Iteration 6Q: 3 clusters Score -1265200 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1265578.250000 Penalty: 4619.420410
	Iteration 7Q: 3 clusters Score -1265578 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1265968.625000 Penalty: 4619.420410
	Iteration 8Q: 3 clusters Score -1265969 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1266336.125000 Penalty: 4619.420410
	Iteration 9Q: 3 clusters Score -1266336 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1266546.250000 Penalty: 4619.420410
	Iteration 10Q: 3 clusters Score -1266546 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1266661.125000 Penalty: 4619.420410
	Iteration 11Q: 3 clusters Score -1266661 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1266722.875000 Penalty: 4619.420410
	Iteration 12Q: 3 clusters Score -1266723 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1266752.375000 Penalty: 4619.420410
	Iteration 13Q: 3 clusters Score -1266752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1266763.750000 Penalty: 4619.420410
	Iteration 14Q: 3 clusters Score -1266764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1266768.625000 Penalty: 4619.420410
	Iteration 15Q: 3 clusters Score -1266769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1266776.375000 Penalty: 4619.420410
	Iteration 16Q: 3 clusters Score -1266776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1266779.000000 Penalty: 4619.420410
	Iteration 17Q: 3 clusters Score -1266779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1266779.875000 Penalty: 4619.420410
	Iteration 18Q: 3 clusters Score -1266780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1266781.000000 Penalty: 4619.420410
	Iteration 19Q: 3 clusters Score -1266781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1266781.625000 Penalty: 4619.420410
	Iteration 20F: 3 clusters Score -1266782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1266780.375000 Penalty: 4619.420410
	Iteration 21Q: 3 clusters Score -1266780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1266780.375000 Penalty: 4619.420410
	Iteration 22F: 3 clusters Score -1266780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 15406 members 
Mstep: Class 3 contains 12619 members 
Mstep: Class 4 contains 17561 members 
Mstep: Class 5 contains 3123 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 18652 members 
Mstep: Class 8 contains 19642 members 
Mstep: Class 9 contains 78280 members 
Mstep: Class 10 contains 18830 members 
Mstep: Class 11 contains 5032 members 
Mstep: Class 12 contains 13416 members 
Mstep: Class 13 contains 12437 members 
Mstep: Class 14 contains 140473 members 
Mstep: Class 15 contains 19817 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 58375 members 
Mstep: Class 18 contains 97405 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 20 contains 178964 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 81413 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 13543 members 
Mstep: Class 25 contains 39892 members 
Mstep: Class 26 contains 30491 members 
Mstep: Class 27 contains 12998 members 
Mstep: Class 28 contains 5219 members 
Mstep: Class 29 contains 8275 members 
Mstep: Class 30 contains 193473 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10809 members 
Mstep: Class 33 contains 12461 members 
Mstep: Class 34 contains 5758 members 
Mstep: Class 35 contains 655 members 
Mstep: Class 36 contains 45688 members 
Mstep: Class 37 contains 2810 members 
Entering Unmasked Estep 
Score: -150613616.000000 Penalty: 128545.257812
Splitting cluster 29 changes total score from -150607008.000000 to -150613616.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 30 (193473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193473 members 
Entering Unmasked Estep 
Score: -24786030.000000 Penalty: 3018.877686
	Iteration 0F: 2 clusters Score -2.478603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96764 members 
Mstep: Class 2 contains 96709 members 
Entering Unmasked Estep 
Score: -24659518.000000 Penalty: 6037.755371
	Iteration 0F: 3 clusters Score -2.465952e+07 nChanged 93248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96924 members 
Mstep: Class 2 contains 96549 members 
Entering Unmasked Estep 
Score: -24714766.000000 Penalty: 6037.755371
	Iteration 1F: 3 clusters Score -2.471477e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97060 members 
Mstep: Class 2 contains 96413 members 
Entering Unmasked Estep 
Score: -24716810.000000 Penalty: 6037.755371
	Iteration 2Q: 3 clusters Score -2.471681e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97220 members 
Mstep: Class 2 contains 96253 members 
Entering Unmasked Estep 
Score: -24720512.000000 Penalty: 6037.755371
	Iteration 3Q: 3 clusters Score -2.472051e+07 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97947 members 
Mstep: Class 2 contains 95526 members 
Entering Unmasked Estep 
Score: -24726026.000000 Penalty: 6037.755371
	Iteration 4Q: 3 clusters Score -2.472603e+07 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100384 members 
Mstep: Class 2 contains 93089 members 
Entering Unmasked Estep 
Score: -24733052.000000 Penalty: 6037.755371
	Iteration 5F: 3 clusters Score -2.473305e+07 nChanged 12639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104855 members 
Mstep: Class 2 contains 88618 members 
Entering Unmasked Estep 
Score: -24740630.000000 Penalty: 6037.755371
	Iteration 6F: 3 clusters Score -2.474063e+07 nChanged 12705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110752 members 
Mstep: Class 2 contains 82721 members 
Entering Unmasked Estep 
Score: -24748484.000000 Penalty: 6037.755371
	Iteration 7F: 3 clusters Score -2.474848e+07 nChanged 11619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116813 members 
Mstep: Class 2 contains 76660 members 
Entering Unmasked Estep 
Score: -24755870.000000 Penalty: 6037.755371
	Iteration 8F: 3 clusters Score -2.475587e+07 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122714 members 
Mstep: Class 2 contains 70759 members 
Entering Unmasked Estep 
Score: -24762252.000000 Penalty: 6037.755371
	Iteration 9F: 3 clusters Score -2.476225e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128124 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -24767124.000000 Penalty: 6037.755371
	Iteration 10Q: 3 clusters Score -2.476712e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133137 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -24770752.000000 Penalty: 6037.755371
	Iteration 11Q: 3 clusters Score -2.477075e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137930 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -24773164.000000 Penalty: 6037.755371
	Iteration 12Q: 3 clusters Score -2.477316e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142567 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -24775228.000000 Penalty: 6037.755371
	Iteration 13Q: 3 clusters Score -2.477523e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147218 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -24777542.000000 Penalty: 6037.755371
	Iteration 14Q: 3 clusters Score -2.477754e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151883 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -24780034.000000 Penalty: 6037.755371
	Iteration 15Q: 3 clusters Score -2.478003e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156531 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -24782552.000000 Penalty: 6037.755371
	Iteration 16Q: 3 clusters Score -2.478255e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161181 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -24785430.000000 Penalty: 6037.755371
	Iteration 17Q: 3 clusters Score -2.478543e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165680 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -24788546.000000 Penalty: 6037.755371
	Iteration 18Q: 3 clusters Score -2.478855e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169695 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -24791618.000000 Penalty: 6037.755371
	Iteration 19Q: 3 clusters Score -2.479162e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173104 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -24794768.000000 Penalty: 6037.755371
	Iteration 20F: 3 clusters Score -2.479477e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175650 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -24797044.000000 Penalty: 6037.755371
	Iteration 21Q: 3 clusters Score -2.479704e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177327 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -24798300.000000 Penalty: 6037.755371
	Iteration 22Q: 3 clusters Score -2.47983e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178376 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -24798800.000000 Penalty: 6037.755371
	Iteration 23Q: 3 clusters Score -2.47988e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179121 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -24798980.000000 Penalty: 6037.755371
	Iteration 24Q: 3 clusters Score -2.479898e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179622 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -24799068.000000 Penalty: 6037.755371
	Iteration 25Q: 3 clusters Score -2.479907e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180005 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -24799142.000000 Penalty: 6037.755371
	Iteration 26Q: 3 clusters Score -2.479914e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180299 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -24799130.000000 Penalty: 6037.755371
	Iteration 27Q: 3 clusters Score -2.479913e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180529 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -24799138.000000 Penalty: 6037.755371
	Iteration 28Q: 3 clusters Score -2.479914e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180701 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -24799126.000000 Penalty: 6037.755371
	Iteration 29Q: 3 clusters Score -2.479913e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180837 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -24799148.000000 Penalty: 6037.755371
	Iteration 30Q: 3 clusters Score -2.479915e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180940 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -24799150.000000 Penalty: 6037.755371
	Iteration 31Q: 3 clusters Score -2.479915e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181013 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -24799126.000000 Penalty: 6037.755371
	Iteration 32Q: 3 clusters Score -2.479913e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181071 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -24799114.000000 Penalty: 6037.755371
	Iteration 33Q: 3 clusters Score -2.479911e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181124 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -24799148.000000 Penalty: 6037.755371
	Iteration 34Q: 3 clusters Score -2.479915e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181185 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -24799170.000000 Penalty: 6037.755371
	Iteration 35Q: 3 clusters Score -2.479917e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181227 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -24799174.000000 Penalty: 6037.755371
	Iteration 36Q: 3 clusters Score -2.479917e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181259 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -24799176.000000 Penalty: 6037.755371
	Iteration 37Q: 3 clusters Score -2.479918e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181288 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -24799168.000000 Penalty: 6037.755371
	Iteration 38Q: 3 clusters Score -2.479917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181300 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -24799152.000000 Penalty: 6037.755371
	Iteration 39Q: 3 clusters Score -2.479915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181308 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -24799142.000000 Penalty: 6037.755371
	Iteration 40F: 3 clusters Score -2.479914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181311 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -24799142.000000 Penalty: 6037.755371
	Iteration 41Q: 3 clusters Score -2.479914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181317 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -24799144.000000 Penalty: 6037.755371
	Iteration 42Q: 3 clusters Score -2.479914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181322 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -24799146.000000 Penalty: 6037.755371
	Iteration 43Q: 3 clusters Score -2.479915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181331 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -24799138.000000 Penalty: 6037.755371
	Iteration 44Q: 3 clusters Score -2.479914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181340 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -24799160.000000 Penalty: 6037.755371
	Iteration 45Q: 3 clusters Score -2.479916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181345 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -24799156.000000 Penalty: 6037.755371
	Iteration 46Q: 3 clusters Score -2.479916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181351 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -24799138.000000 Penalty: 6037.755371
	Iteration 47Q: 3 clusters Score -2.479914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181357 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -24799142.000000 Penalty: 6037.755371
	Iteration 48Q: 3 clusters Score -2.479914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181362 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -24799124.000000 Penalty: 6037.755371
	Iteration 49Q: 3 clusters Score -2.479912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181368 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -24799124.000000 Penalty: 6037.755371
	Iteration 50Q: 3 clusters Score -2.479912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181374 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -24799138.000000 Penalty: 6037.755371
	Iteration 51Q: 3 clusters Score -2.479914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181380 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -24799132.000000 Penalty: 6037.755371
	Iteration 52Q: 3 clusters Score -2.479913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181384 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -24799132.000000 Penalty: 6037.755371
	Iteration 53Q: 3 clusters Score -2.479913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181387 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -24799128.000000 Penalty: 6037.755371
	Iteration 54Q: 3 clusters Score -2.479913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181391 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -24799134.000000 Penalty: 6037.755371
	Iteration 55Q: 3 clusters Score -2.479913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181395 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -24799138.000000 Penalty: 6037.755371
	Iteration 56Q: 3 clusters Score -2.479914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181401 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -24799142.000000 Penalty: 6037.755371
	Iteration 57Q: 3 clusters Score -2.479914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181410 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -24799150.000000 Penalty: 6037.755371
	Iteration 58Q: 3 clusters Score -2.479915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181416 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -24799140.000000 Penalty: 6037.755371
	Iteration 59Q: 3 clusters Score -2.479914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181418 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -24799148.000000 Penalty: 6037.755371
	Iteration 60F: 3 clusters Score -2.479915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181419 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -24799150.000000 Penalty: 6037.755371
	Iteration 61Q: 3 clusters Score -2.479915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181420 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -24799142.000000 Penalty: 6037.755371
	Iteration 62Q: 3 clusters Score -2.479914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181422 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -24799138.000000 Penalty: 6037.755371
	Iteration 63Q: 3 clusters Score -2.479914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181423 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -24799142.000000 Penalty: 6037.755371
	Iteration 64Q: 3 clusters Score -2.479914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181423 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -24799142.000000 Penalty: 6037.755371
	Iteration 65F: 3 clusters Score -2.479914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 15406 members 
Mstep: Class 3 contains 12619 members 
Mstep: Class 4 contains 17561 members 
Mstep: Class 5 contains 3123 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 18652 members 
Mstep: Class 8 contains 19642 members 
Mstep: Class 9 contains 78280 members 
Mstep: Class 10 contains 18830 members 
Mstep: Class 11 contains 5032 members 
Mstep: Class 12 contains 13416 members 
Mstep: Class 13 contains 12437 members 
Mstep: Class 14 contains 140473 members 
Mstep: Class 15 contains 19817 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 58375 members 
Mstep: Class 18 contains 97405 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 20 contains 178964 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 81413 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 13543 members 
Mstep: Class 25 contains 39892 members 
Mstep: Class 26 contains 30491 members 
Mstep: Class 27 contains 12998 members 
Mstep: Class 28 contains 5219 members 
Mstep: Class 29 contains 8275 members 
Mstep: Class 30 contains 181423 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10809 members 
Mstep: Class 33 contains 12461 members 
Mstep: Class 34 contains 5758 members 
Mstep: Class 35 contains 655 members 
Mstep: Class 36 contains 45688 members 
Mstep: Class 37 contains 2810 members 
Mstep: Class 38 contains 12050 members 
Entering Unmasked Estep 
Score: -150624416.000000 Penalty: 132019.453125
Splitting cluster 30 changes total score from -150607008.000000 to -150624416.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 31 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -349584.843750 Penalty: 1956.585815
	Iteration 0F: 2 clusters Score -349584.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -346522.687500 Penalty: 3913.171631
	Iteration 0F: 3 clusters Score -346522.7 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -347056.718750 Penalty: 3913.171631
	Iteration 1F: 3 clusters Score -347056.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -347199.593750 Penalty: 3913.171631
	Iteration 2F: 3 clusters Score -347199.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -347293.906250 Penalty: 3913.171631
	Iteration 3Q: 3 clusters Score -347293.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -347371.781250 Penalty: 3913.171631
	Iteration 4Q: 3 clusters Score -347371.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -347419.156250 Penalty: 3913.171631
	Iteration 5Q: 3 clusters Score -347419.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -347447.187500 Penalty: 3913.171631
	Iteration 6Q: 3 clusters Score -347447.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -347475.718750 Penalty: 3913.171631
	Iteration 7Q: 3 clusters Score -347475.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -347491.187500 Penalty: 3913.171631
	Iteration 8Q: 3 clusters Score -347491.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -347503.687500 Penalty: 3913.171631
	Iteration 9Q: 3 clusters Score -347503.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -347513.000000 Penalty: 3913.171631
	Iteration 10Q: 3 clusters Score -347513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -347518.531250 Penalty: 3913.171631
	Iteration 11Q: 3 clusters Score -347518.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -347524.250000 Penalty: 3913.171631
	Iteration 12Q: 3 clusters Score -347524.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -347532.500000 Penalty: 3913.171631
	Iteration 13Q: 3 clusters Score -347532.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -347538.562500 Penalty: 3913.171631
	Iteration 14Q: 3 clusters Score -347538.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -347549.968750 Penalty: 3913.171631
	Iteration 15Q: 3 clusters Score -347550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -347561.781250 Penalty: 3913.171631
	Iteration 16Q: 3 clusters Score -347561.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -347568.875000 Penalty: 3913.171631
	Iteration 17Q: 3 clusters Score -347568.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -347573.781250 Penalty: 3913.171631
	Iteration 18Q: 3 clusters Score -347573.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -347578.718750 Penalty: 3913.171631
	Iteration 19Q: 3 clusters Score -347578.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -347581.500000 Penalty: 3913.171631
	Iteration 20F: 3 clusters Score -347581.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -347582.031250 Penalty: 3913.171631
	Iteration 21Q: 3 clusters Score -347582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -347582.937500 Penalty: 3913.171631
	Iteration 22Q: 3 clusters Score -347582.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -347586.156250 Penalty: 3913.171631
	Iteration 23Q: 3 clusters Score -347586.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -347588.875000 Penalty: 3913.171631
	Iteration 24Q: 3 clusters Score -347588.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -347593.281250 Penalty: 3913.171631
	Iteration 25Q: 3 clusters Score -347593.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -347599.031250 Penalty: 3913.171631
	Iteration 26Q: 3 clusters Score -347599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -347602.625000 Penalty: 3913.171631
	Iteration 27Q: 3 clusters Score -347602.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -347606.156250 Penalty: 3913.171631
	Iteration 28Q: 3 clusters Score -347606.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -347607.312500 Penalty: 3913.171631
	Iteration 29Q: 3 clusters Score -347607.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -347609.625000 Penalty: 3913.171631
	Iteration 30Q: 3 clusters Score -347609.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -347612.125000 Penalty: 3913.171631
	Iteration 31Q: 3 clusters Score -347612.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -347614.843750 Penalty: 3913.171631
	Iteration 32Q: 3 clusters Score -347614.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -347617.562500 Penalty: 3913.171631
	Iteration 33Q: 3 clusters Score -347617.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -347619.468750 Penalty: 3913.171631
	Iteration 34Q: 3 clusters Score -347619.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -347621.281250 Penalty: 3913.171631
	Iteration 35Q: 3 clusters Score -347621.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -347622.000000 Penalty: 3913.171631
	Iteration 36Q: 3 clusters Score -347622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -347622.000000 Penalty: 3913.171631
	Iteration 37F: 3 clusters Score -347622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Entering Unmasked Estep 
Score: -1373573.625000 Penalty: 2303.457275
	Iteration 0F: 2 clusters Score -1373574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1365340.125000 Penalty: 4606.914551
	Iteration 0F: 3 clusters Score -1365340 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1367727.875000 Penalty: 4606.914551
	Iteration 1F: 3 clusters Score -1367728 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1368013.375000 Penalty: 4606.914551
	Iteration 2F: 3 clusters Score -1368013 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1368210.375000 Penalty: 4606.914551
	Iteration 3Q: 3 clusters Score -1368210 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1368359.625000 Penalty: 4606.914551
	Iteration 4Q: 3 clusters Score -1368360 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1368490.875000 Penalty: 4606.914551
	Iteration 5Q: 3 clusters Score -1368491 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1368608.875000 Penalty: 4606.914551
	Iteration 6Q: 3 clusters Score -1368609 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1368708.500000 Penalty: 4606.914551
	Iteration 7Q: 3 clusters Score -1368708 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1368817.250000 Penalty: 4606.914551
	Iteration 8Q: 3 clusters Score -1368817 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1368921.375000 Penalty: 4606.914551
	Iteration 9Q: 3 clusters Score -1368921 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1369042.750000 Penalty: 4606.914551
	Iteration 10Q: 3 clusters Score -1369043 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1369172.125000 Penalty: 4606.914551
	Iteration 11Q: 3 clusters Score -1369172 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1369344.000000 Penalty: 4606.914551
	Iteration 12Q: 3 clusters Score -1369344 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1369556.375000 Penalty: 4606.914551
	Iteration 13Q: 3 clusters Score -1369556 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1369794.750000 Penalty: 4606.914551
	Iteration 14Q: 3 clusters Score -1369795 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1370073.500000 Penalty: 4606.914551
	Iteration 15Q: 3 clusters Score -1370074 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1370359.875000 Penalty: 4606.914551
	Iteration 16Q: 3 clusters Score -1370360 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1370651.500000 Penalty: 4606.914551
	Iteration 17Q: 3 clusters Score -1370652 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1370924.375000 Penalty: 4606.914551
	Iteration 18Q: 3 clusters Score -1370924 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1371115.875000 Penalty: 4606.914551
	Iteration 19Q: 3 clusters Score -1371116 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1371226.125000 Penalty: 4606.914551
	Iteration 20F: 3 clusters Score -1371226 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1371295.000000 Penalty: 4606.914551
	Iteration 21Q: 3 clusters Score -1371295 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1371349.125000 Penalty: 4606.914551
	Iteration 22Q: 3 clusters Score -1371349 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1371389.125000 Penalty: 4606.914551
	Iteration 23Q: 3 clusters Score -1371389 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1371420.500000 Penalty: 4606.914551
	Iteration 24Q: 3 clusters Score -1371420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1371451.625000 Penalty: 4606.914551
	Iteration 25Q: 3 clusters Score -1371452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1371480.625000 Penalty: 4606.914551
	Iteration 26Q: 3 clusters Score -1371481 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1371514.125000 Penalty: 4606.914551
	Iteration 27Q: 3 clusters Score -1371514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1371545.000000 Penalty: 4606.914551
	Iteration 28Q: 3 clusters Score -1371545 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1371579.125000 Penalty: 4606.914551
	Iteration 29Q: 3 clusters Score -1371579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1371613.750000 Penalty: 4606.914551
	Iteration 30Q: 3 clusters Score -1371614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1371636.250000 Penalty: 4606.914551
	Iteration 31Q: 3 clusters Score -1371636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1371657.250000 Penalty: 4606.914551
	Iteration 32Q: 3 clusters Score -1371657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1371682.875000 Penalty: 4606.914551
	Iteration 33Q: 3 clusters Score -1371683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1371703.375000 Penalty: 4606.914551
	Iteration 34Q: 3 clusters Score -1371703 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1371725.750000 Penalty: 4606.914551
	Iteration 35Q: 3 clusters Score -1371726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1371744.125000 Penalty: 4606.914551
	Iteration 36Q: 3 clusters Score -1371744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1371755.875000 Penalty: 4606.914551
	Iteration 37Q: 3 clusters Score -1371756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1371767.500000 Penalty: 4606.914551
	Iteration 38Q: 3 clusters Score -1371768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1371772.250000 Penalty: 4606.914551
	Iteration 39Q: 3 clusters Score -1371772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1371775.375000 Penalty: 4606.914551
	Iteration 40F: 3 clusters Score -1371775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1371778.250000 Penalty: 4606.914551
	Iteration 41Q: 3 clusters Score -1371778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1371779.375000 Penalty: 4606.914551
	Iteration 42Q: 3 clusters Score -1371779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1371782.000000 Penalty: 4606.914551
	Iteration 43Q: 3 clusters Score -1371782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1371789.625000 Penalty: 4606.914551
	Iteration 44Q: 3 clusters Score -1371790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1371793.500000 Penalty: 4606.914551
	Iteration 45Q: 3 clusters Score -1371794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1371801.250000 Penalty: 4606.914551
	Iteration 46Q: 3 clusters Score -1371801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1371801.250000 Penalty: 4606.914551
	Iteration 47Q: 3 clusters Score -1371801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1371804.625000 Penalty: 4606.914551
	Iteration 48Q: 3 clusters Score -1371805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1371804.875000 Penalty: 4606.914551
	Iteration 49Q: 3 clusters Score -1371805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1371808.250000 Penalty: 4606.914551
	Iteration 50Q: 3 clusters Score -1371808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1371811.750000 Penalty: 4606.914551
	Iteration 51Q: 3 clusters Score -1371812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1371812.750000 Penalty: 4606.914551
	Iteration 52Q: 3 clusters Score -1371813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1371811.875000 Penalty: 4606.914551
	Iteration 53Q: 3 clusters Score -1371812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1371815.000000 Penalty: 4606.914551
	Iteration 54Q: 3 clusters Score -1371815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1371813.875000 Penalty: 4606.914551
	Iteration 55Q: 3 clusters Score -1371814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1371813.875000 Penalty: 4606.914551
	Iteration 56F: 3 clusters Score -1371814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 15406 members 
Mstep: Class 3 contains 12619 members 
Mstep: Class 4 contains 17561 members 
Mstep: Class 5 contains 3123 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 18652 members 
Mstep: Class 8 contains 19642 members 
Mstep: Class 9 contains 78280 members 
Mstep: Class 10 contains 18830 members 
Mstep: Class 11 contains 5032 members 
Mstep: Class 12 contains 13416 members 
Mstep: Class 13 contains 12437 members 
Mstep: Class 14 contains 140473 members 
Mstep: Class 15 contains 19817 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 58375 members 
Mstep: Class 18 contains 97405 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 20 contains 178964 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 81413 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 13543 members 
Mstep: Class 25 contains 39892 members 
Mstep: Class 26 contains 30491 members 
Mstep: Class 27 contains 12998 members 
Mstep: Class 28 contains 5219 members 
Mstep: Class 29 contains 8275 members 
Mstep: Class 30 contains 181423 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150631152.000000 Penalty: 132019.453125
Iteration 79Q: 39 clusters Score -1.506312e+08 nChanged 15558
Entering Unmasked Mstep 
Mstep: Class 0 contains 3121 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 15197 members 
Mstep: Class 3 contains 12863 members 
Mstep: Class 4 contains 17449 members 
Mstep: Class 5 contains 3112 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 18673 members 
Mstep: Class 8 contains 19284 members 
Mstep: Class 9 contains 78351 members 
Mstep: Class 10 contains 18826 members 
Mstep: Class 11 contains 5012 members 
Mstep: Class 12 contains 13440 members 
Mstep: Class 13 contains 12272 members 
Mstep: Class 14 contains 141099 members 
Mstep: Class 15 contains 19635 members 
Mstep: Class 16 contains 5706 members 
Mstep: Class 17 contains 59059 members 
Mstep: Class 18 contains 97437 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 179677 members 
Mstep: Class 21 contains 653 members 
Mstep: Class 22 contains 81992 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13625 members 
Mstep: Class 25 contains 38335 members 
Mstep: Class 26 contains 30744 members 
Mstep: Class 27 contains 12980 members 
Mstep: Class 28 contains 5221 members 
Mstep: Class 29 contains 8651 members 
Mstep: Class 30 contains 183452 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 10886 members 
Mstep: Class 33 contains 11917 members 
Mstep: Class 34 contains 5476 members 
Mstep: Class 35 contains 651 members 
Mstep: Class 36 contains 43358 members 
Mstep: Class 37 contains 2584 members 
Mstep: Class 38 contains 11990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150635184.000000 Penalty: 132019.453125
Iteration 80F: 39 clusters Score -1.506352e+08 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 15098 members 
Mstep: Class 3 contains 12925 members 
Mstep: Class 4 contains 17378 members 
Mstep: Class 5 contains 3107 members 
Mstep: Class 6 contains 3525 members 
Mstep: Class 7 contains 18676 members 
Mstep: Class 8 contains 19018 members 
Mstep: Class 9 contains 78357 members 
Mstep: Class 10 contains 18761 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 13302 members 
Mstep: Class 13 contains 12133 members 
Mstep: Class 14 contains 141080 members 
Mstep: Class 15 contains 19468 members 
Mstep: Class 16 contains 5663 members 
Mstep: Class 17 contains 58893 members 
Mstep: Class 18 contains 97440 members 
Mstep: Class 19 contains 7610 members 
Mstep: Class 20 contains 179670 members 
Mstep: Class 21 contains 669 members 
Mstep: Class 22 contains 82117 members 
Mstep: Class 23 contains 4189 members 
Mstep: Class 24 contains 13580 members 
Mstep: Class 25 contains 37157 members 
Mstep: Class 26 contains 30957 members 
Mstep: Class 27 contains 12920 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 8750 members 
Mstep: Class 30 contains 183506 members 
Mstep: Class 31 contains 2671 members 
Mstep: Class 32 contains 10910 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 5615 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 44289 members 
Mstep: Class 37 contains 2839 members 
Mstep: Class 38 contains 12275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150636912.000000 Penalty: 132019.453125
Iteration 81Q: 39 clusters Score -1.506369e+08 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 15009 members 
Mstep: Class 3 contains 13011 members 
Mstep: Class 4 contains 17404 members 
Mstep: Class 5 contains 3101 members 
Mstep: Class 6 contains 3504 members 
Mstep: Class 7 contains 18689 members 
Mstep: Class 8 contains 18800 members 
Mstep: Class 9 contains 78363 members 
Mstep: Class 10 contains 18710 members 
Mstep: Class 11 contains 4980 members 
Mstep: Class 12 contains 13249 members 
Mstep: Class 13 contains 12072 members 
Mstep: Class 14 contains 141052 members 
Mstep: Class 15 contains 19336 members 
Mstep: Class 16 contains 5668 members 
Mstep: Class 17 contains 58809 members 
Mstep: Class 18 contains 97448 members 
Mstep: Class 19 contains 7632 members 
Mstep: Class 20 contains 179692 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 82272 members 
Mstep: Class 23 contains 4191 members 
Mstep: Class 24 contains 13588 members 
Mstep: Class 25 contains 36126 members 
Mstep: Class 26 contains 31266 members 
Mstep: Class 27 contains 12899 members 
Mstep: Class 28 contains 5179 members 
Mstep: Class 29 contains 8806 members 
Mstep: Class 30 contains 183489 members 
Mstep: Class 31 contains 2672 members 
Mstep: Class 32 contains 10921 members 
Mstep: Class 33 contains 12302 members 
Mstep: Class 34 contains 5653 members 
Mstep: Class 35 contains 696 members 
Mstep: Class 36 contains 44977 members 
Mstep: Class 37 contains 2941 members 
Mstep: Class 38 contains 12496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150638080.000000 Penalty: 132019.453125
Iteration 82Q: 39 clusters Score -1.506381e+08 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 14938 members 
Mstep: Class 3 contains 13124 members 
Mstep: Class 4 contains 17447 members 
Mstep: Class 5 contains 3099 members 
Mstep: Class 6 contains 3465 members 
Mstep: Class 7 contains 18698 members 
Mstep: Class 8 contains 18581 members 
Mstep: Class 9 contains 78355 members 
Mstep: Class 10 contains 18674 members 
Mstep: Class 11 contains 4974 members 
Mstep: Class 12 contains 13213 members 
Mstep: Class 13 contains 12017 members 
Mstep: Class 14 contains 141027 members 
Mstep: Class 15 contains 19239 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 58732 members 
Mstep: Class 18 contains 97492 members 
Mstep: Class 19 contains 7665 members 
Mstep: Class 20 contains 179673 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 82451 members 
Mstep: Class 23 contains 4192 members 
Mstep: Class 24 contains 13602 members 
Mstep: Class 25 contains 35188 members 
Mstep: Class 26 contains 31575 members 
Mstep: Class 27 contains 12892 members 
Mstep: Class 28 contains 5181 members 
Mstep: Class 29 contains 8850 members 
Mstep: Class 30 contains 183498 members 
Mstep: Class 31 contains 2672 members 
Mstep: Class 32 contains 10933 members 
Mstep: Class 33 contains 12313 members 
Mstep: Class 34 contains 5686 members 
Mstep: Class 35 contains 696 members 
Mstep: Class 36 contains 45525 members 
Mstep: Class 37 contains 3000 members 
Mstep: Class 38 contains 12681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150638544.000000 Penalty: 132019.453125
Iteration 83Q: 39 clusters Score -1.506385e+08 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 14867 members 
Mstep: Class 3 contains 13224 members 
Mstep: Class 4 contains 17517 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 3412 members 
Mstep: Class 7 contains 18704 members 
Mstep: Class 8 contains 18366 members 
Mstep: Class 9 contains 78347 members 
Mstep: Class 10 contains 18662 members 
Mstep: Class 11 contains 4970 members 
Mstep: Class 12 contains 13186 members 
Mstep: Class 13 contains 11972 members 
Mstep: Class 14 contains 140992 members 
Mstep: Class 15 contains 19156 members 
Mstep: Class 16 contains 5653 members 
Mstep: Class 17 contains 58666 members 
Mstep: Class 18 contains 97523 members 
Mstep: Class 19 contains 7690 members 
Mstep: Class 20 contains 179673 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 82652 members 
Mstep: Class 23 contains 4192 members 
Mstep: Class 24 contains 13607 members 
Mstep: Class 25 contains 34394 members 
Mstep: Class 26 contains 31858 members 
Mstep: Class 27 contains 12889 members 
Mstep: Class 28 contains 5186 members 
Mstep: Class 29 contains 8880 members 
Mstep: Class 30 contains 183439 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 10935 members 
Mstep: Class 33 contains 12324 members 
Mstep: Class 34 contains 5721 members 
Mstep: Class 35 contains 696 members 
Mstep: Class 36 contains 45989 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 12851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150639056.000000 Penalty: 132019.453125
Iteration 84Q: 39 clusters Score -1.506391e+08 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 14807 members 
Mstep: Class 3 contains 13300 members 
Mstep: Class 4 contains 17623 members 
Mstep: Class 5 contains 3098 members 
Mstep: Class 6 contains 3362 members 
Mstep: Class 7 contains 18716 members 
Mstep: Class 8 contains 18155 members 
Mstep: Class 9 contains 78363 members 
Mstep: Class 10 contains 18635 members 
Mstep: Class 11 contains 4969 members 
Mstep: Class 12 contains 13172 members 
Mstep: Class 13 contains 11915 members 
Mstep: Class 14 contains 140935 members 
Mstep: Class 15 contains 19092 members 
Mstep: Class 16 contains 5646 members 
Mstep: Class 17 contains 58599 members 
Mstep: Class 18 contains 97530 members 
Mstep: Class 19 contains 7705 members 
Mstep: Class 20 contains 179654 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 82844 members 
Mstep: Class 23 contains 4192 members 
Mstep: Class 24 contains 13601 members 
Mstep: Class 25 contains 33681 members 
Mstep: Class 26 contains 32146 members 
Mstep: Class 27 contains 12886 members 
Mstep: Class 28 contains 5189 members 
Mstep: Class 29 contains 8902 members 
Mstep: Class 30 contains 183394 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 10940 members 
Mstep: Class 33 contains 12336 members 
Mstep: Class 34 contains 5765 members 
Mstep: Class 35 contains 696 members 
Mstep: Class 36 contains 46402 members 
Mstep: Class 37 contains 3053 members 
Mstep: Class 38 contains 13023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150639696.000000 Penalty: 132019.453125
Iteration 85Q: 39 clusters Score -1.506397e+08 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 14728 members 
Mstep: Class 3 contains 13368 members 
Mstep: Class 4 contains 17723 members 
Mstep: Class 5 contains 3101 members 
Mstep: Class 6 contains 3312 members 
Mstep: Class 7 contains 18738 members 
Mstep: Class 8 contains 17957 members 
Mstep: Class 9 contains 78373 members 
Mstep: Class 10 contains 18616 members 
Mstep: Class 11 contains 4966 members 
Mstep: Class 12 contains 13158 members 
Mstep: Class 13 contains 11889 members 
Mstep: Class 14 contains 140898 members 
Mstep: Class 15 contains 19030 members 
Mstep: Class 16 contains 5644 members 
Mstep: Class 17 contains 58512 members 
Mstep: Class 18 contains 97544 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 179638 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 83023 members 
Mstep: Class 23 contains 4192 members 
Mstep: Class 24 contains 13590 members 
Mstep: Class 25 contains 33033 members 
Mstep: Class 26 contains 32404 members 
Mstep: Class 27 contains 12890 members 
Mstep: Class 28 contains 5192 members 
Mstep: Class 29 contains 8910 members 
Mstep: Class 30 contains 183312 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 10945 members 
Mstep: Class 33 contains 12354 members 
Mstep: Class 34 contains 5790 members 
Mstep: Class 35 contains 696 members 
Mstep: Class 36 contains 46812 members 
Mstep: Class 37 contains 3073 members 
Mstep: Class 38 contains 13182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150640240.000000 Penalty: 132019.453125
Iteration 86Q: 39 clusters Score -1.506402e+08 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 14607 members 
Mstep: Class 3 contains 13432 members 
Mstep: Class 4 contains 17845 members 
Mstep: Class 5 contains 3106 members 
Mstep: Class 6 contains 3270 members 
Mstep: Class 7 contains 18758 members 
Mstep: Class 8 contains 17774 members 
Mstep: Class 9 contains 78376 members 
Mstep: Class 10 contains 18608 members 
Mstep: Class 11 contains 4963 members 
Mstep: Class 12 contains 13138 members 
Mstep: Class 13 contains 11863 members 
Mstep: Class 14 contains 140871 members 
Mstep: Class 15 contains 18983 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 58443 members 
Mstep: Class 18 contains 97561 members 
Mstep: Class 19 contains 7737 members 
Mstep: Class 20 contains 179605 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 83193 members 
Mstep: Class 23 contains 4196 members 
Mstep: Class 24 contains 13584 members 
Mstep: Class 25 contains 32492 members 
Mstep: Class 26 contains 32655 members 
Mstep: Class 27 contains 12891 members 
Mstep: Class 28 contains 5195 members 
Mstep: Class 29 contains 8922 members 
Mstep: Class 30 contains 183176 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10951 members 
Mstep: Class 33 contains 12368 members 
Mstep: Class 34 contains 5818 members 
Mstep: Class 35 contains 696 members 
Mstep: Class 36 contains 47174 members 
Mstep: Class 37 contains 3090 members 
Mstep: Class 38 contains 13326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150640880.000000 Penalty: 132019.453125
Iteration 87Q: 39 clusters Score -1.506409e+08 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 14463 members 
Mstep: Class 3 contains 13501 members 
Mstep: Class 4 contains 17972 members 
Mstep: Class 5 contains 3110 members 
Mstep: Class 6 contains 3240 members 
Mstep: Class 7 contains 18776 members 
Mstep: Class 8 contains 17607 members 
Mstep: Class 9 contains 78376 members 
Mstep: Class 10 contains 18598 members 
Mstep: Class 11 contains 4955 members 
Mstep: Class 12 contains 13139 members 
Mstep: Class 13 contains 11843 members 
Mstep: Class 14 contains 140851 members 
Mstep: Class 15 contains 18928 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 58381 members 
Mstep: Class 18 contains 97587 members 
Mstep: Class 19 contains 7747 members 
Mstep: Class 20 contains 179615 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 83330 members 
Mstep: Class 23 contains 4198 members 
Mstep: Class 24 contains 13578 members 
Mstep: Class 25 contains 32003 members 
Mstep: Class 26 contains 32903 members 
Mstep: Class 27 contains 12892 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 8945 members 
Mstep: Class 30 contains 182995 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10963 members 
Mstep: Class 33 contains 12376 members 
Mstep: Class 34 contains 5850 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 47486 members 
Mstep: Class 37 contains 3110 members 
Mstep: Class 38 contains 13472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150641168.000000 Penalty: 132019.453125
Iteration 88Q: 39 clusters Score -1.506412e+08 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 14307 members 
Mstep: Class 3 contains 13554 members 
Mstep: Class 4 contains 18098 members 
Mstep: Class 5 contains 3113 members 
Mstep: Class 6 contains 3212 members 
Mstep: Class 7 contains 18806 members 
Mstep: Class 8 contains 17471 members 
Mstep: Class 9 contains 78376 members 
Mstep: Class 10 contains 18588 members 
Mstep: Class 11 contains 4952 members 
Mstep: Class 12 contains 13118 members 
Mstep: Class 13 contains 11813 members 
Mstep: Class 14 contains 140809 members 
Mstep: Class 15 contains 18888 members 
Mstep: Class 16 contains 5602 members 
Mstep: Class 17 contains 58342 members 
Mstep: Class 18 contains 97600 members 
Mstep: Class 19 contains 7768 members 
Mstep: Class 20 contains 179613 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 83482 members 
Mstep: Class 23 contains 4198 members 
Mstep: Class 24 contains 13571 members 
Mstep: Class 25 contains 31591 members 
Mstep: Class 26 contains 33141 members 
Mstep: Class 27 contains 12894 members 
Mstep: Class 28 contains 5209 members 
Mstep: Class 29 contains 8956 members 
Mstep: Class 30 contains 182786 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 12383 members 
Mstep: Class 34 contains 5887 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 47772 members 
Mstep: Class 37 contains 3135 members 
Mstep: Class 38 contains 13602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150641488.000000 Penalty: 132019.453125
Iteration 89Q: 39 clusters Score -1.506415e+08 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 14137 members 
Mstep: Class 3 contains 13603 members 
Mstep: Class 4 contains 18208 members 
Mstep: Class 5 contains 3117 members 
Mstep: Class 6 contains 3196 members 
Mstep: Class 7 contains 18828 members 
Mstep: Class 8 contains 17350 members 
Mstep: Class 9 contains 78383 members 
Mstep: Class 10 contains 18591 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 12 contains 13108 members 
Mstep: Class 13 contains 11793 members 
Mstep: Class 14 contains 140775 members 
Mstep: Class 15 contains 18844 members 
Mstep: Class 16 contains 5595 members 
Mstep: Class 17 contains 58315 members 
Mstep: Class 18 contains 97605 members 
Mstep: Class 19 contains 7798 members 
Mstep: Class 20 contains 179595 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 83633 members 
Mstep: Class 23 contains 4197 members 
Mstep: Class 24 contains 13561 members 
Mstep: Class 25 contains 31213 members 
Mstep: Class 26 contains 33400 members 
Mstep: Class 27 contains 12890 members 
Mstep: Class 28 contains 5230 members 
Mstep: Class 29 contains 8965 members 
Mstep: Class 30 contains 182585 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10981 members 
Mstep: Class 33 contains 12387 members 
Mstep: Class 34 contains 5917 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 48002 members 
Mstep: Class 37 contains 3153 members 
Mstep: Class 38 contains 13710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150641888.000000 Penalty: 132019.453125
Iteration 90Q: 39 clusters Score -1.506419e+08 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 13938 members 
Mstep: Class 3 contains 13645 members 
Mstep: Class 4 contains 18303 members 
Mstep: Class 5 contains 3127 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 18842 members 
Mstep: Class 8 contains 17233 members 
Mstep: Class 9 contains 78393 members 
Mstep: Class 10 contains 18583 members 
Mstep: Class 11 contains 4944 members 
Mstep: Class 12 contains 13095 members 
Mstep: Class 13 contains 11783 members 
Mstep: Class 14 contains 140767 members 
Mstep: Class 15 contains 18800 members 
Mstep: Class 16 contains 5587 members 
Mstep: Class 17 contains 58293 members 
Mstep: Class 18 contains 97617 members 
Mstep: Class 19 contains 7828 members 
Mstep: Class 20 contains 179589 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 83753 members 
Mstep: Class 23 contains 4196 members 
Mstep: Class 24 contains 13550 members 
Mstep: Class 25 contains 30901 members 
Mstep: Class 26 contains 33680 members 
Mstep: Class 27 contains 12894 members 
Mstep: Class 28 contains 5242 members 
Mstep: Class 29 contains 8972 members 
Mstep: Class 30 contains 182394 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 10980 members 
Mstep: Class 33 contains 12392 members 
Mstep: Class 34 contains 5945 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 48215 members 
Mstep: Class 37 contains 3158 members 
Mstep: Class 38 contains 13805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150642240.000000 Penalty: 132019.453125
Iteration 91Q: 39 clusters Score -1.506422e+08 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 13698 members 
Mstep: Class 3 contains 13680 members 
Mstep: Class 4 contains 18386 members 
Mstep: Class 5 contains 3136 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 18859 members 
Mstep: Class 8 contains 17131 members 
Mstep: Class 9 contains 78399 members 
Mstep: Class 10 contains 18573 members 
Mstep: Class 11 contains 4940 members 
Mstep: Class 12 contains 13066 members 
Mstep: Class 13 contains 11771 members 
Mstep: Class 14 contains 140760 members 
Mstep: Class 15 contains 18758 members 
Mstep: Class 16 contains 5583 members 
Mstep: Class 17 contains 58274 members 
Mstep: Class 18 contains 97630 members 
Mstep: Class 19 contains 7850 members 
Mstep: Class 20 contains 179596 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 83855 members 
Mstep: Class 23 contains 4197 members 
Mstep: Class 24 contains 13540 members 
Mstep: Class 25 contains 30619 members 
Mstep: Class 26 contains 34006 members 
Mstep: Class 27 contains 12896 members 
Mstep: Class 28 contains 5254 members 
Mstep: Class 29 contains 8975 members 
Mstep: Class 30 contains 182236 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 10983 members 
Mstep: Class 33 contains 12398 members 
Mstep: Class 34 contains 5983 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 48381 members 
Mstep: Class 37 contains 3162 members 
Mstep: Class 38 contains 13883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150642352.000000 Penalty: 132019.453125
Iteration 92Q: 39 clusters Score -1.506424e+08 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 13468 members 
Mstep: Class 3 contains 13702 members 
Mstep: Class 4 contains 18452 members 
Mstep: Class 5 contains 3145 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 18879 members 
Mstep: Class 8 contains 17022 members 
Mstep: Class 9 contains 78398 members 
Mstep: Class 10 contains 18577 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 13056 members 
Mstep: Class 13 contains 11748 members 
Mstep: Class 14 contains 140759 members 
Mstep: Class 15 contains 18735 members 
Mstep: Class 16 contains 5573 members 
Mstep: Class 17 contains 58218 members 
Mstep: Class 18 contains 97637 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 179613 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 83964 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 13535 members 
Mstep: Class 25 contains 30362 members 
Mstep: Class 26 contains 34323 members 
Mstep: Class 27 contains 12903 members 
Mstep: Class 28 contains 5266 members 
Mstep: Class 29 contains 8985 members 
Mstep: Class 30 contains 182048 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 10991 members 
Mstep: Class 33 contains 12400 members 
Mstep: Class 34 contains 6028 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 48567 members 
Mstep: Class 37 contains 3170 members 
Mstep: Class 38 contains 13956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150642848.000000 Penalty: 132019.453125
Iteration 93Q: 39 clusters Score -1.506428e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 13252 members 
Mstep: Class 3 contains 13718 members 
Mstep: Class 4 contains 18525 members 
Mstep: Class 5 contains 3153 members 
Mstep: Class 6 contains 3120 members 
Mstep: Class 7 contains 18892 members 
Mstep: Class 8 contains 16920 members 
Mstep: Class 9 contains 78393 members 
Mstep: Class 10 contains 18573 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 13043 members 
Mstep: Class 13 contains 11737 members 
Mstep: Class 14 contains 140748 members 
Mstep: Class 15 contains 18715 members 
Mstep: Class 16 contains 5564 members 
Mstep: Class 17 contains 58173 members 
Mstep: Class 18 contains 97640 members 
Mstep: Class 19 contains 7894 members 
Mstep: Class 20 contains 179626 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 84053 members 
Mstep: Class 23 contains 4203 members 
Mstep: Class 24 contains 13524 members 
Mstep: Class 25 contains 30153 members 
Mstep: Class 26 contains 34660 members 
Mstep: Class 27 contains 12908 members 
Mstep: Class 28 contains 5276 members 
Mstep: Class 29 contains 8983 members 
Mstep: Class 30 contains 181829 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 11004 members 
Mstep: Class 33 contains 12395 members 
Mstep: Class 34 contains 6077 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 48769 members 
Mstep: Class 37 contains 3170 members 
Mstep: Class 38 contains 14017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150642656.000000 Penalty: 132019.453125
Iteration 94Q: 39 clusters Score -1.506427e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 13020 members 
Mstep: Class 3 contains 13740 members 
Mstep: Class 4 contains 18584 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 3107 members 
Mstep: Class 7 contains 18905 members 
Mstep: Class 8 contains 16818 members 
Mstep: Class 9 contains 78387 members 
Mstep: Class 10 contains 18570 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 12 contains 13024 members 
Mstep: Class 13 contains 11724 members 
Mstep: Class 14 contains 140729 members 
Mstep: Class 15 contains 18699 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 58131 members 
Mstep: Class 18 contains 97644 members 
Mstep: Class 19 contains 7915 members 
Mstep: Class 20 contains 179619 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84108 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13516 members 
Mstep: Class 25 contains 29963 members 
Mstep: Class 26 contains 35006 members 
Mstep: Class 27 contains 12911 members 
Mstep: Class 28 contains 5280 members 
Mstep: Class 29 contains 8986 members 
Mstep: Class 30 contains 181667 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 11022 members 
Mstep: Class 33 contains 12405 members 
Mstep: Class 34 contains 6121 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 48948 members 
Mstep: Class 37 contains 3171 members 
Mstep: Class 38 contains 14071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150643024.000000 Penalty: 132019.453125
Iteration 95Q: 39 clusters Score -1.50643e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 12781 members 
Mstep: Class 3 contains 13762 members 
Mstep: Class 4 contains 18651 members 
Mstep: Class 5 contains 3163 members 
Mstep: Class 6 contains 3083 members 
Mstep: Class 7 contains 18916 members 
Mstep: Class 8 contains 16698 members 
Mstep: Class 9 contains 78400 members 
Mstep: Class 10 contains 18568 members 
Mstep: Class 11 contains 4926 members 
Mstep: Class 12 contains 13012 members 
Mstep: Class 13 contains 11702 members 
Mstep: Class 14 contains 140717 members 
Mstep: Class 15 contains 18698 members 
Mstep: Class 16 contains 5556 members 
Mstep: Class 17 contains 58093 members 
Mstep: Class 18 contains 97643 members 
Mstep: Class 19 contains 7934 members 
Mstep: Class 20 contains 179611 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84166 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13504 members 
Mstep: Class 25 contains 29799 members 
Mstep: Class 26 contains 35364 members 
Mstep: Class 27 contains 12912 members 
Mstep: Class 28 contains 5284 members 
Mstep: Class 29 contains 8993 members 
Mstep: Class 30 contains 181515 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 11034 members 
Mstep: Class 33 contains 12407 members 
Mstep: Class 34 contains 6157 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 49093 members 
Mstep: Class 37 contains 3178 members 
Mstep: Class 38 contains 14122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150643296.000000 Penalty: 132019.453125
Iteration 96Q: 39 clusters Score -1.506433e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 12535 members 
Mstep: Class 3 contains 13791 members 
Mstep: Class 4 contains 18715 members 
Mstep: Class 5 contains 3172 members 
Mstep: Class 6 contains 3057 members 
Mstep: Class 7 contains 18917 members 
Mstep: Class 8 contains 16587 members 
Mstep: Class 9 contains 78405 members 
Mstep: Class 10 contains 18551 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 12 contains 13004 members 
Mstep: Class 13 contains 11672 members 
Mstep: Class 14 contains 140689 members 
Mstep: Class 15 contains 18692 members 
Mstep: Class 16 contains 5549 members 
Mstep: Class 17 contains 58039 members 
Mstep: Class 18 contains 97645 members 
Mstep: Class 19 contains 7953 members 
Mstep: Class 20 contains 179603 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84232 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13495 members 
Mstep: Class 25 contains 29663 members 
Mstep: Class 26 contains 35725 members 
Mstep: Class 27 contains 12915 members 
Mstep: Class 28 contains 5290 members 
Mstep: Class 29 contains 9004 members 
Mstep: Class 30 contains 181392 members 
Mstep: Class 31 contains 2668 members 
Mstep: Class 32 contains 11042 members 
Mstep: Class 33 contains 12414 members 
Mstep: Class 34 contains 6192 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 49220 members 
Mstep: Class 37 contains 3185 members 
Mstep: Class 38 contains 14172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150643600.000000 Penalty: 132019.453125
Iteration 97Q: 39 clusters Score -1.506436e+08 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 12295 members 
Mstep: Class 3 contains 13804 members 
Mstep: Class 4 contains 18774 members 
Mstep: Class 5 contains 3179 members 
Mstep: Class 6 contains 3027 members 
Mstep: Class 7 contains 18911 members 
Mstep: Class 8 contains 16487 members 
Mstep: Class 9 contains 78409 members 
Mstep: Class 10 contains 18532 members 
Mstep: Class 11 contains 4917 members 
Mstep: Class 12 contains 13002 members 
Mstep: Class 13 contains 11644 members 
Mstep: Class 14 contains 140683 members 
Mstep: Class 15 contains 18694 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 57985 members 
Mstep: Class 18 contains 97644 members 
Mstep: Class 19 contains 7969 members 
Mstep: Class 20 contains 179589 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84295 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13488 members 
Mstep: Class 25 contains 29524 members 
Mstep: Class 26 contains 36100 members 
Mstep: Class 27 contains 12920 members 
Mstep: Class 28 contains 5294 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 181281 members 
Mstep: Class 31 contains 2668 members 
Mstep: Class 32 contains 11053 members 
Mstep: Class 33 contains 12419 members 
Mstep: Class 34 contains 6213 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 49349 members 
Mstep: Class 37 contains 3194 members 
Mstep: Class 38 contains 14214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150643920.000000 Penalty: 132019.453125
Iteration 98Q: 39 clusters Score -1.506439e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 12058 members 
Mstep: Class 3 contains 13828 members 
Mstep: Class 4 contains 18821 members 
Mstep: Class 5 contains 3180 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 18919 members 
Mstep: Class 8 contains 16409 members 
Mstep: Class 9 contains 78416 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 4913 members 
Mstep: Class 12 contains 12996 members 
Mstep: Class 13 contains 11619 members 
Mstep: Class 14 contains 140661 members 
Mstep: Class 15 contains 18686 members 
Mstep: Class 16 contains 5521 members 
Mstep: Class 17 contains 57938 members 
Mstep: Class 18 contains 97648 members 
Mstep: Class 19 contains 7988 members 
Mstep: Class 20 contains 179587 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84340 members 
Mstep: Class 23 contains 4206 members 
Mstep: Class 24 contains 13492 members 
Mstep: Class 25 contains 29418 members 
Mstep: Class 26 contains 36471 members 
Mstep: Class 27 contains 12924 members 
Mstep: Class 28 contains 5297 members 
Mstep: Class 29 contains 9031 members 
Mstep: Class 30 contains 181153 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 11066 members 
Mstep: Class 33 contains 12420 members 
Mstep: Class 34 contains 6241 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 49427 members 
Mstep: Class 37 contains 3200 members 
Mstep: Class 38 contains 14250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150644144.000000 Penalty: 132019.453125
Iteration 99Q: 39 clusters Score -1.506441e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 13834 members 
Mstep: Class 4 contains 18862 members 
Mstep: Class 5 contains 3182 members 
Mstep: Class 6 contains 2968 members 
Mstep: Class 7 contains 18924 members 
Mstep: Class 8 contains 16341 members 
Mstep: Class 9 contains 78416 members 
Mstep: Class 10 contains 18517 members 
Mstep: Class 11 contains 4906 members 
Mstep: Class 12 contains 13000 members 
Mstep: Class 13 contains 11595 members 
Mstep: Class 14 contains 140663 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 5517 members 
Mstep: Class 17 contains 57901 members 
Mstep: Class 18 contains 97650 members 
Mstep: Class 19 contains 7999 members 
Mstep: Class 20 contains 179568 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84379 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 13489 members 
Mstep: Class 25 contains 29345 members 
Mstep: Class 26 contains 36860 members 
Mstep: Class 27 contains 12928 members 
Mstep: Class 28 contains 5299 members 
Mstep: Class 29 contains 9038 members 
Mstep: Class 30 contains 181051 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11079 members 
Mstep: Class 33 contains 12421 members 
Mstep: Class 34 contains 6266 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 49498 members 
Mstep: Class 37 contains 3208 members 
Mstep: Class 38 contains 14269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150644144.000000 Penalty: 132019.453125
Iteration 100F: 39 clusters Score -1.506441e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 11565 members 
Mstep: Class 3 contains 13850 members 
Mstep: Class 4 contains 18895 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2941 members 
Mstep: Class 7 contains 18923 members 
Mstep: Class 8 contains 16267 members 
Mstep: Class 9 contains 78413 members 
Mstep: Class 10 contains 18512 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 13000 members 
Mstep: Class 13 contains 11569 members 
Mstep: Class 14 contains 140664 members 
Mstep: Class 15 contains 18675 members 
Mstep: Class 16 contains 5507 members 
Mstep: Class 17 contains 57876 members 
Mstep: Class 18 contains 97655 members 
Mstep: Class 19 contains 8010 members 
Mstep: Class 20 contains 179549 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84429 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 13485 members 
Mstep: Class 25 contains 29272 members 
Mstep: Class 26 contains 37212 members 
Mstep: Class 27 contains 12929 members 
Mstep: Class 28 contains 5299 members 
Mstep: Class 29 contains 9042 members 
Mstep: Class 30 contains 180962 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11091 members 
Mstep: Class 33 contains 12424 members 
Mstep: Class 34 contains 6294 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 49546 members 
Mstep: Class 37 contains 3208 members 
Mstep: Class 38 contains 14289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150644064.000000 Penalty: 132019.453125
Iteration 101Q: 39 clusters Score -1.506441e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 11360 members 
Mstep: Class 3 contains 13869 members 
Mstep: Class 4 contains 18935 members 
Mstep: Class 5 contains 3197 members 
Mstep: Class 6 contains 2919 members 
Mstep: Class 7 contains 18929 members 
Mstep: Class 8 contains 16182 members 
Mstep: Class 9 contains 78419 members 
Mstep: Class 10 contains 18518 members 
Mstep: Class 11 contains 4900 members 
Mstep: Class 12 contains 12997 members 
Mstep: Class 13 contains 11544 members 
Mstep: Class 14 contains 140660 members 
Mstep: Class 15 contains 18674 members 
Mstep: Class 16 contains 5498 members 
Mstep: Class 17 contains 57849 members 
Mstep: Class 18 contains 97660 members 
Mstep: Class 19 contains 8018 members 
Mstep: Class 20 contains 179527 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84467 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 13481 members 
Mstep: Class 25 contains 29189 members 
Mstep: Class 26 contains 37511 members 
Mstep: Class 27 contains 12932 members 
Mstep: Class 28 contains 5300 members 
Mstep: Class 29 contains 9054 members 
Mstep: Class 30 contains 180880 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11099 members 
Mstep: Class 33 contains 12429 members 
Mstep: Class 34 contains 6329 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 49598 members 
Mstep: Class 37 contains 3209 members 
Mstep: Class 38 contains 14303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150644528.000000 Penalty: 132019.453125
Iteration 102Q: 39 clusters Score -1.506445e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 11187 members 
Mstep: Class 3 contains 13893 members 
Mstep: Class 4 contains 18963 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 2905 members 
Mstep: Class 7 contains 18928 members 
Mstep: Class 8 contains 16108 members 
Mstep: Class 9 contains 78423 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 4899 members 
Mstep: Class 12 contains 13000 members 
Mstep: Class 13 contains 11529 members 
Mstep: Class 14 contains 140641 members 
Mstep: Class 15 contains 18664 members 
Mstep: Class 16 contains 5493 members 
Mstep: Class 17 contains 57800 members 
Mstep: Class 18 contains 97663 members 
Mstep: Class 19 contains 8024 members 
Mstep: Class 20 contains 179527 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84522 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 13479 members 
Mstep: Class 25 contains 29115 members 
Mstep: Class 26 contains 37786 members 
Mstep: Class 27 contains 12934 members 
Mstep: Class 28 contains 5301 members 
Mstep: Class 29 contains 9050 members 
Mstep: Class 30 contains 180789 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11106 members 
Mstep: Class 33 contains 12435 members 
Mstep: Class 34 contains 6366 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 49659 members 
Mstep: Class 37 contains 3211 members 
Mstep: Class 38 contains 14318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150644576.000000 Penalty: 132019.453125
Iteration 103Q: 39 clusters Score -1.506446e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 11037 members 
Mstep: Class 3 contains 13912 members 
Mstep: Class 4 contains 18995 members 
Mstep: Class 5 contains 3211 members 
Mstep: Class 6 contains 2888 members 
Mstep: Class 7 contains 18932 members 
Mstep: Class 8 contains 16035 members 
Mstep: Class 9 contains 78425 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 4899 members 
Mstep: Class 12 contains 13010 members 
Mstep: Class 13 contains 11508 members 
Mstep: Class 14 contains 140633 members 
Mstep: Class 15 contains 18662 members 
Mstep: Class 16 contains 5478 members 
Mstep: Class 17 contains 57766 members 
Mstep: Class 18 contains 97667 members 
Mstep: Class 19 contains 8029 members 
Mstep: Class 20 contains 179514 members 
Mstep: Class 21 contains 675 members 
Mstep: Class 22 contains 84557 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 13475 members 
Mstep: Class 25 contains 29042 members 
Mstep: Class 26 contains 38044 members 
Mstep: Class 27 contains 12934 members 
Mstep: Class 28 contains 5300 members 
Mstep: Class 29 contains 9057 members 
Mstep: Class 30 contains 180707 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11112 members 
Mstep: Class 33 contains 12437 members 
Mstep: Class 34 contains 6390 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 49715 members 
Mstep: Class 37 contains 3212 members 
Mstep: Class 38 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150644752.000000 Penalty: 132019.453125
Iteration 104Q: 39 clusters Score -1.506448e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 10916 members 
Mstep: Class 3 contains 13931 members 
Mstep: Class 4 contains 19028 members 
Mstep: Class 5 contains 3215 members 
Mstep: Class 6 contains 2875 members 
Mstep: Class 7 contains 18934 members 
Mstep: Class 8 contains 15963 members 
Mstep: Class 9 contains 78433 members 
Mstep: Class 10 contains 18516 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 13007 members 
Mstep: Class 13 contains 11492 members 
Mstep: Class 14 contains 140626 members 
Mstep: Class 15 contains 18662 members 
Mstep: Class 16 contains 5475 members 
Mstep: Class 17 contains 57723 members 
Mstep: Class 18 contains 97670 members 
Mstep: Class 19 contains 8034 members 
Mstep: Class 20 contains 179506 members 
Mstep: Class 21 contains 675 members 
Mstep: Class 22 contains 84587 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 13464 members 
Mstep: Class 25 contains 28969 members 
Mstep: Class 26 contains 38272 members 
Mstep: Class 27 contains 12935 members 
Mstep: Class 28 contains 5300 members 
Mstep: Class 29 contains 9069 members 
Mstep: Class 30 contains 180627 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11117 members 
Mstep: Class 33 contains 12438 members 
Mstep: Class 34 contains 6410 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 49760 members 
Mstep: Class 37 contains 3215 members 
Mstep: Class 38 contains 14373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645136.000000 Penalty: 132019.453125
Iteration 105Q: 39 clusters Score -1.506451e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 10794 members 
Mstep: Class 3 contains 13936 members 
Mstep: Class 4 contains 19060 members 
Mstep: Class 5 contains 3217 members 
Mstep: Class 6 contains 2865 members 
Mstep: Class 7 contains 18942 members 
Mstep: Class 8 contains 15903 members 
Mstep: Class 9 contains 78436 members 
Mstep: Class 10 contains 18510 members 
Mstep: Class 11 contains 4897 members 
Mstep: Class 12 contains 13015 members 
Mstep: Class 13 contains 11472 members 
Mstep: Class 14 contains 140621 members 
Mstep: Class 15 contains 18662 members 
Mstep: Class 16 contains 5479 members 
Mstep: Class 17 contains 57686 members 
Mstep: Class 18 contains 97670 members 
Mstep: Class 19 contains 8041 members 
Mstep: Class 20 contains 179506 members 
Mstep: Class 21 contains 675 members 
Mstep: Class 22 contains 84628 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 13458 members 
Mstep: Class 25 contains 28885 members 
Mstep: Class 26 contains 38484 members 
Mstep: Class 27 contains 12937 members 
Mstep: Class 28 contains 5303 members 
Mstep: Class 29 contains 9076 members 
Mstep: Class 30 contains 180555 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11117 members 
Mstep: Class 33 contains 12433 members 
Mstep: Class 34 contains 6425 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 49802 members 
Mstep: Class 37 contains 3222 members 
Mstep: Class 38 contains 14401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645312.000000 Penalty: 132019.453125
Iteration 106Q: 39 clusters Score -1.506453e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 13950 members 
Mstep: Class 4 contains 19076 members 
Mstep: Class 5 contains 3218 members 
Mstep: Class 6 contains 2853 members 
Mstep: Class 7 contains 18948 members 
Mstep: Class 8 contains 15845 members 
Mstep: Class 9 contains 78429 members 
Mstep: Class 10 contains 18502 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 13012 members 
Mstep: Class 13 contains 11459 members 
Mstep: Class 14 contains 140623 members 
Mstep: Class 15 contains 18663 members 
Mstep: Class 16 contains 5473 members 
Mstep: Class 17 contains 57651 members 
Mstep: Class 18 contains 97671 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 179512 members 
Mstep: Class 21 contains 675 members 
Mstep: Class 22 contains 84654 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13457 members 
Mstep: Class 25 contains 28818 members 
Mstep: Class 26 contains 38678 members 
Mstep: Class 27 contains 12937 members 
Mstep: Class 28 contains 5304 members 
Mstep: Class 29 contains 9082 members 
Mstep: Class 30 contains 180492 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11115 members 
Mstep: Class 33 contains 12434 members 
Mstep: Class 34 contains 6444 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 49834 members 
Mstep: Class 37 contains 3226 members 
Mstep: Class 38 contains 14431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645504.000000 Penalty: 132019.453125
Iteration 107Q: 39 clusters Score -1.506455e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 10617 members 
Mstep: Class 3 contains 13958 members 
Mstep: Class 4 contains 19107 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 2844 members 
Mstep: Class 7 contains 18946 members 
Mstep: Class 8 contains 15792 members 
Mstep: Class 9 contains 78432 members 
Mstep: Class 10 contains 18489 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 13021 members 
Mstep: Class 13 contains 11448 members 
Mstep: Class 14 contains 140621 members 
Mstep: Class 15 contains 18664 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 57626 members 
Mstep: Class 18 contains 97671 members 
Mstep: Class 19 contains 8054 members 
Mstep: Class 20 contains 179520 members 
Mstep: Class 21 contains 676 members 
Mstep: Class 22 contains 84677 members 
Mstep: Class 23 contains 4206 members 
Mstep: Class 24 contains 13459 members 
Mstep: Class 25 contains 28747 members 
Mstep: Class 26 contains 38829 members 
Mstep: Class 27 contains 12935 members 
Mstep: Class 28 contains 5304 members 
Mstep: Class 29 contains 9077 members 
Mstep: Class 30 contains 180444 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11118 members 
Mstep: Class 33 contains 12433 members 
Mstep: Class 34 contains 6459 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 49862 members 
Mstep: Class 37 contains 3229 members 
Mstep: Class 38 contains 14459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645232.000000 Penalty: 132019.453125
Iteration 108Q: 39 clusters Score -1.506452e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 10521 members 
Mstep: Class 3 contains 13964 members 
Mstep: Class 4 contains 19139 members 
Mstep: Class 5 contains 3226 members 
Mstep: Class 6 contains 2837 members 
Mstep: Class 7 contains 18943 members 
Mstep: Class 8 contains 15738 members 
Mstep: Class 9 contains 78432 members 
Mstep: Class 10 contains 18479 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 13019 members 
Mstep: Class 13 contains 11440 members 
Mstep: Class 14 contains 140623 members 
Mstep: Class 15 contains 18664 members 
Mstep: Class 16 contains 5473 members 
Mstep: Class 17 contains 57608 members 
Mstep: Class 18 contains 97672 members 
Mstep: Class 19 contains 8057 members 
Mstep: Class 20 contains 179527 members 
Mstep: Class 21 contains 676 members 
Mstep: Class 22 contains 84708 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13457 members 
Mstep: Class 25 contains 28687 members 
Mstep: Class 26 contains 38963 members 
Mstep: Class 27 contains 12936 members 
Mstep: Class 28 contains 5303 members 
Mstep: Class 29 contains 9080 members 
Mstep: Class 30 contains 180414 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11125 members 
Mstep: Class 33 contains 12431 members 
Mstep: Class 34 contains 6466 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 49886 members 
Mstep: Class 37 contains 3230 members 
Mstep: Class 38 contains 14478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645280.000000 Penalty: 132019.453125
Iteration 109Q: 39 clusters Score -1.506453e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 10455 members 
Mstep: Class 3 contains 13969 members 
Mstep: Class 4 contains 19171 members 
Mstep: Class 5 contains 3226 members 
Mstep: Class 6 contains 2833 members 
Mstep: Class 7 contains 18942 members 
Mstep: Class 8 contains 15692 members 
Mstep: Class 9 contains 78433 members 
Mstep: Class 10 contains 18475 members 
Mstep: Class 11 contains 4896 members 
Mstep: Class 12 contains 13022 members 
Mstep: Class 13 contains 11427 members 
Mstep: Class 14 contains 140619 members 
Mstep: Class 15 contains 18664 members 
Mstep: Class 16 contains 5470 members 
Mstep: Class 17 contains 57604 members 
Mstep: Class 18 contains 97674 members 
Mstep: Class 19 contains 8056 members 
Mstep: Class 20 contains 179533 members 
Mstep: Class 21 contains 676 members 
Mstep: Class 22 contains 84722 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13452 members 
Mstep: Class 25 contains 28638 members 
Mstep: Class 26 contains 39071 members 
Mstep: Class 27 contains 12936 members 
Mstep: Class 28 contains 5303 members 
Mstep: Class 29 contains 9089 members 
Mstep: Class 30 contains 180383 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 12428 members 
Mstep: Class 34 contains 6472 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 49912 members 
Mstep: Class 37 contains 3231 members 
Mstep: Class 38 contains 14493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645248.000000 Penalty: 132019.453125
Iteration 110Q: 39 clusters Score -1.506452e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 10389 members 
Mstep: Class 3 contains 13980 members 
Mstep: Class 4 contains 19201 members 
Mstep: Class 5 contains 3230 members 
Mstep: Class 6 contains 2830 members 
Mstep: Class 7 contains 18942 members 
Mstep: Class 8 contains 15643 members 
Mstep: Class 9 contains 78431 members 
Mstep: Class 10 contains 18471 members 
Mstep: Class 11 contains 4896 members 
Mstep: Class 12 contains 13028 members 
Mstep: Class 13 contains 11417 members 
Mstep: Class 14 contains 140615 members 
Mstep: Class 15 contains 18665 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57575 members 
Mstep: Class 18 contains 97675 members 
Mstep: Class 19 contains 8059 members 
Mstep: Class 20 contains 179544 members 
Mstep: Class 21 contains 676 members 
Mstep: Class 22 contains 84736 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13451 members 
Mstep: Class 25 contains 28581 members 
Mstep: Class 26 contains 39166 members 
Mstep: Class 27 contains 12937 members 
Mstep: Class 28 contains 5303 members 
Mstep: Class 29 contains 9097 members 
Mstep: Class 30 contains 180358 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11133 members 
Mstep: Class 33 contains 12430 members 
Mstep: Class 34 contains 6478 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 49936 members 
Mstep: Class 37 contains 3234 members 
Mstep: Class 38 contains 14515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645472.000000 Penalty: 132019.453125
Iteration 111Q: 39 clusters Score -1.506455e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 10328 members 
Mstep: Class 3 contains 13985 members 
Mstep: Class 4 contains 19222 members 
Mstep: Class 5 contains 3232 members 
Mstep: Class 6 contains 2831 members 
Mstep: Class 7 contains 18950 members 
Mstep: Class 8 contains 15599 members 
Mstep: Class 9 contains 78432 members 
Mstep: Class 10 contains 18468 members 
Mstep: Class 11 contains 4897 members 
Mstep: Class 12 contains 13024 members 
Mstep: Class 13 contains 11403 members 
Mstep: Class 14 contains 140617 members 
Mstep: Class 15 contains 18664 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 57561 members 
Mstep: Class 18 contains 97676 members 
Mstep: Class 19 contains 8067 members 
Mstep: Class 20 contains 179539 members 
Mstep: Class 21 contains 676 members 
Mstep: Class 22 contains 84751 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13451 members 
Mstep: Class 25 contains 28547 members 
Mstep: Class 26 contains 39268 members 
Mstep: Class 27 contains 12938 members 
Mstep: Class 28 contains 5304 members 
Mstep: Class 29 contains 9102 members 
Mstep: Class 30 contains 180333 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11136 members 
Mstep: Class 33 contains 12429 members 
Mstep: Class 34 contains 6482 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 49949 members 
Mstep: Class 37 contains 3235 members 
Mstep: Class 38 contains 14531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645456.000000 Penalty: 132019.453125
Iteration 112Q: 39 clusters Score -1.506455e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 10260 members 
Mstep: Class 3 contains 13998 members 
Mstep: Class 4 contains 19229 members 
Mstep: Class 5 contains 3237 members 
Mstep: Class 6 contains 2830 members 
Mstep: Class 7 contains 18955 members 
Mstep: Class 8 contains 15568 members 
Mstep: Class 9 contains 78436 members 
Mstep: Class 10 contains 18460 members 
Mstep: Class 11 contains 4897 members 
Mstep: Class 12 contains 13028 members 
Mstep: Class 13 contains 11397 members 
Mstep: Class 14 contains 140620 members 
Mstep: Class 15 contains 18663 members 
Mstep: Class 16 contains 5461 members 
Mstep: Class 17 contains 57541 members 
Mstep: Class 18 contains 97676 members 
Mstep: Class 19 contains 8079 members 
Mstep: Class 20 contains 179542 members 
Mstep: Class 21 contains 675 members 
Mstep: Class 22 contains 84763 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13447 members 
Mstep: Class 25 contains 28519 members 
Mstep: Class 26 contains 39369 members 
Mstep: Class 27 contains 12937 members 
Mstep: Class 28 contains 5306 members 
Mstep: Class 29 contains 9108 members 
Mstep: Class 30 contains 180287 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11142 members 
Mstep: Class 33 contains 12429 members 
Mstep: Class 34 contains 6492 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 49961 members 
Mstep: Class 37 contains 3234 members 
Mstep: Class 38 contains 14550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645392.000000 Penalty: 132019.453125
Iteration 113Q: 39 clusters Score -1.506454e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 10193 members 
Mstep: Class 3 contains 14003 members 
Mstep: Class 4 contains 19238 members 
Mstep: Class 5 contains 3237 members 
Mstep: Class 6 contains 2830 members 
Mstep: Class 7 contains 18962 members 
Mstep: Class 8 contains 15537 members 
Mstep: Class 9 contains 78440 members 
Mstep: Class 10 contains 18449 members 
Mstep: Class 11 contains 4896 members 
Mstep: Class 12 contains 13030 members 
Mstep: Class 13 contains 11393 members 
Mstep: Class 14 contains 140626 members 
Mstep: Class 15 contains 18659 members 
Mstep: Class 16 contains 5455 members 
Mstep: Class 17 contains 57521 members 
Mstep: Class 18 contains 97674 members 
Mstep: Class 19 contains 8093 members 
Mstep: Class 20 contains 179548 members 
Mstep: Class 21 contains 675 members 
Mstep: Class 22 contains 84778 members 
Mstep: Class 23 contains 4206 members 
Mstep: Class 24 contains 13446 members 
Mstep: Class 25 contains 28492 members 
Mstep: Class 26 contains 39481 members 
Mstep: Class 27 contains 12937 members 
Mstep: Class 28 contains 5308 members 
Mstep: Class 29 contains 9115 members 
Mstep: Class 30 contains 180227 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11148 members 
Mstep: Class 33 contains 12430 members 
Mstep: Class 34 contains 6498 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 49977 members 
Mstep: Class 37 contains 3232 members 
Mstep: Class 38 contains 14573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645584.000000 Penalty: 132019.453125
Iteration 114Q: 39 clusters Score -1.506456e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 10122 members 
Mstep: Class 3 contains 14008 members 
Mstep: Class 4 contains 19241 members 
Mstep: Class 5 contains 3240 members 
Mstep: Class 6 contains 2830 members 
Mstep: Class 7 contains 18963 members 
Mstep: Class 8 contains 15508 members 
Mstep: Class 9 contains 78443 members 
Mstep: Class 10 contains 18438 members 
Mstep: Class 11 contains 4895 members 
Mstep: Class 12 contains 13031 members 
Mstep: Class 13 contains 11393 members 
Mstep: Class 14 contains 140625 members 
Mstep: Class 15 contains 18656 members 
Mstep: Class 16 contains 5454 members 
Mstep: Class 17 contains 57502 members 
Mstep: Class 18 contains 97675 members 
Mstep: Class 19 contains 8106 members 
Mstep: Class 20 contains 179551 members 
Mstep: Class 21 contains 675 members 
Mstep: Class 22 contains 84781 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13447 members 
Mstep: Class 25 contains 28470 members 
Mstep: Class 26 contains 39593 members 
Mstep: Class 27 contains 12936 members 
Mstep: Class 28 contains 5310 members 
Mstep: Class 29 contains 9120 members 
Mstep: Class 30 contains 180171 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11158 members 
Mstep: Class 33 contains 12434 members 
Mstep: Class 34 contains 6504 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 49993 members 
Mstep: Class 37 contains 3234 members 
Mstep: Class 38 contains 14600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645584.000000 Penalty: 132019.453125
Iteration 115Q: 39 clusters Score -1.506456e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 10052 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 19254 members 
Mstep: Class 5 contains 3244 members 
Mstep: Class 6 contains 2829 members 
Mstep: Class 7 contains 18959 members 
Mstep: Class 8 contains 15481 members 
Mstep: Class 9 contains 78444 members 
Mstep: Class 10 contains 18431 members 
Mstep: Class 11 contains 4894 members 
Mstep: Class 12 contains 13027 members 
Mstep: Class 13 contains 11398 members 
Mstep: Class 14 contains 140626 members 
Mstep: Class 15 contains 18655 members 
Mstep: Class 16 contains 5454 members 
Mstep: Class 17 contains 57475 members 
Mstep: Class 18 contains 97675 members 
Mstep: Class 19 contains 8115 members 
Mstep: Class 20 contains 179553 members 
Mstep: Class 21 contains 675 members 
Mstep: Class 22 contains 84790 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13445 members 
Mstep: Class 25 contains 28447 members 
Mstep: Class 26 contains 39706 members 
Mstep: Class 27 contains 12936 members 
Mstep: Class 28 contains 5311 members 
Mstep: Class 29 contains 9123 members 
Mstep: Class 30 contains 180129 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11171 members 
Mstep: Class 33 contains 12432 members 
Mstep: Class 34 contains 6514 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 50002 members 
Mstep: Class 37 contains 3234 members 
Mstep: Class 38 contains 14619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645696.000000 Penalty: 132019.453125
Iteration 116Q: 39 clusters Score -1.506457e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 9992 members 
Mstep: Class 3 contains 14016 members 
Mstep: Class 4 contains 19263 members 
Mstep: Class 5 contains 3249 members 
Mstep: Class 6 contains 2827 members 
Mstep: Class 7 contains 18960 members 
Mstep: Class 8 contains 15456 members 
Mstep: Class 9 contains 78444 members 
Mstep: Class 10 contains 18424 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 13026 members 
Mstep: Class 13 contains 11395 members 
Mstep: Class 14 contains 140620 members 
Mstep: Class 15 contains 18654 members 
Mstep: Class 16 contains 5453 members 
Mstep: Class 17 contains 57457 members 
Mstep: Class 18 contains 97676 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 179556 members 
Mstep: Class 21 contains 675 members 
Mstep: Class 22 contains 84796 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13444 members 
Mstep: Class 25 contains 28419 members 
Mstep: Class 26 contains 39809 members 
Mstep: Class 27 contains 12934 members 
Mstep: Class 28 contains 5312 members 
Mstep: Class 29 contains 9128 members 
Mstep: Class 30 contains 180100 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11181 members 
Mstep: Class 33 contains 12435 members 
Mstep: Class 34 contains 6520 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50009 members 
Mstep: Class 37 contains 3233 members 
Mstep: Class 38 contains 14636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645728.000000 Penalty: 132019.453125
Iteration 117Q: 39 clusters Score -1.506457e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 9951 members 
Mstep: Class 3 contains 14020 members 
Mstep: Class 4 contains 19264 members 
Mstep: Class 5 contains 3252 members 
Mstep: Class 6 contains 2826 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15426 members 
Mstep: Class 9 contains 78444 members 
Mstep: Class 10 contains 18421 members 
Mstep: Class 11 contains 4891 members 
Mstep: Class 12 contains 13028 members 
Mstep: Class 13 contains 11394 members 
Mstep: Class 14 contains 140611 members 
Mstep: Class 15 contains 18654 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 57447 members 
Mstep: Class 18 contains 97676 members 
Mstep: Class 19 contains 8129 members 
Mstep: Class 20 contains 179547 members 
Mstep: Class 21 contains 675 members 
Mstep: Class 22 contains 84808 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13441 members 
Mstep: Class 25 contains 28406 members 
Mstep: Class 26 contains 39916 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5313 members 
Mstep: Class 29 contains 9135 members 
Mstep: Class 30 contains 180043 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11191 members 
Mstep: Class 33 contains 12437 members 
Mstep: Class 34 contains 6522 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50018 members 
Mstep: Class 37 contains 3232 members 
Mstep: Class 38 contains 14652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646032.000000 Penalty: 132019.453125
Iteration 118Q: 39 clusters Score -1.50646e+08 nChanged 415
Entering ConstructFrom: 
Score: -150646032.000000 Penalty: 132019.453125
Entering ConstructFrom: 
Trying to split cluster 1 (12489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Entering Unmasked Estep 
Score: -1560096.250000 Penalty: 2339.285645
	Iteration 0F: 2 clusters Score -1560096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1550975.250000 Penalty: 4678.571289
	Iteration 0F: 3 clusters Score -1550975 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1553791.000000 Penalty: 4678.571289
	Iteration 1F: 3 clusters Score -1553791 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1554155.875000 Penalty: 4678.571289
	Iteration 2F: 3 clusters Score -1554156 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1554446.875000 Penalty: 4678.571289
	Iteration 3F: 3 clusters Score -1554447 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1554709.875000 Penalty: 4678.571289
	Iteration 4Q: 3 clusters Score -1554710 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1554975.125000 Penalty: 4678.571289
	Iteration 5Q: 3 clusters Score -1554975 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1555291.500000 Penalty: 4678.571289
	Iteration 6Q: 3 clusters Score -1555292 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1555673.125000 Penalty: 4678.571289
	Iteration 7Q: 3 clusters Score -1555673 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1556061.750000 Penalty: 4678.571289
	Iteration 8Q: 3 clusters Score -1556062 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1556394.250000 Penalty: 4678.571289
	Iteration 9Q: 3 clusters Score -1556394 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1556671.250000 Penalty: 4678.571289
	Iteration 10Q: 3 clusters Score -1556671 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1556904.375000 Penalty: 4678.571289
	Iteration 11Q: 3 clusters Score -1556904 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1557115.750000 Penalty: 4678.571289
	Iteration 12Q: 3 clusters Score -1557116 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1557304.000000 Penalty: 4678.571289
	Iteration 13Q: 3 clusters Score -1557304 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1557448.125000 Penalty: 4678.571289
	Iteration 14Q: 3 clusters Score -1557448 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1557570.875000 Penalty: 4678.571289
	Iteration 15Q: 3 clusters Score -1557571 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1557676.250000 Penalty: 4678.571289
	Iteration 16Q: 3 clusters Score -1557676 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1557771.625000 Penalty: 4678.571289
	Iteration 17Q: 3 clusters Score -1557772 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1557839.875000 Penalty: 4678.571289
	Iteration 18Q: 3 clusters Score -1557840 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1557908.875000 Penalty: 4678.571289
	Iteration 19Q: 3 clusters Score -1557909 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1557954.625000 Penalty: 4678.571289
	Iteration 20F: 3 clusters Score -1557955 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1557983.125000 Penalty: 4678.571289
	Iteration 21Q: 3 clusters Score -1557983 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1558010.125000 Penalty: 4678.571289
	Iteration 22Q: 3 clusters Score -1558010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1558028.875000 Penalty: 4678.571289
	Iteration 23Q: 3 clusters Score -1558029 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1558052.750000 Penalty: 4678.571289
	Iteration 24Q: 3 clusters Score -1558053 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1558063.250000 Penalty: 4678.571289
	Iteration 25Q: 3 clusters Score -1558063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1558079.125000 Penalty: 4678.571289
	Iteration 26Q: 3 clusters Score -1558079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1558089.375000 Penalty: 4678.571289
	Iteration 27Q: 3 clusters Score -1558089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1558101.375000 Penalty: 4678.571289
	Iteration 28Q: 3 clusters Score -1558101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1558110.250000 Penalty: 4678.571289
	Iteration 29Q: 3 clusters Score -1558110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1558115.250000 Penalty: 4678.571289
	Iteration 30Q: 3 clusters Score -1558115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1558119.625000 Penalty: 4678.571289
	Iteration 31Q: 3 clusters Score -1558120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1558121.250000 Penalty: 4678.571289
	Iteration 32Q: 3 clusters Score -1558121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1558124.625000 Penalty: 4678.571289
	Iteration 33Q: 3 clusters Score -1558125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1558131.625000 Penalty: 4678.571289
	Iteration 34Q: 3 clusters Score -1558132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1558141.000000 Penalty: 4678.571289
	Iteration 35Q: 3 clusters Score -1558141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1558144.000000 Penalty: 4678.571289
	Iteration 36Q: 3 clusters Score -1558144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1558149.500000 Penalty: 4678.571289
	Iteration 37Q: 3 clusters Score -1558150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1558154.625000 Penalty: 4678.571289
	Iteration 38Q: 3 clusters Score -1558155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1558157.375000 Penalty: 4678.571289
	Iteration 39Q: 3 clusters Score -1558157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1558166.000000 Penalty: 4678.571289
	Iteration 40F: 3 clusters Score -1558166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1558166.500000 Penalty: 4678.571289
	Iteration 41Q: 3 clusters Score -1558166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1558171.750000 Penalty: 4678.571289
	Iteration 42Q: 3 clusters Score -1558172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1558178.375000 Penalty: 4678.571289
	Iteration 43Q: 3 clusters Score -1558178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1558186.250000 Penalty: 4678.571289
	Iteration 44Q: 3 clusters Score -1558186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1558188.250000 Penalty: 4678.571289
	Iteration 45Q: 3 clusters Score -1558188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1558190.750000 Penalty: 4678.571289
	Iteration 46Q: 3 clusters Score -1558191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1558192.875000 Penalty: 4678.571289
	Iteration 47Q: 3 clusters Score -1558193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1558192.375000 Penalty: 4678.571289
	Iteration 48Q: 3 clusters Score -1558192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1558192.625000 Penalty: 4678.571289
	Iteration 49Q: 3 clusters Score -1558193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1558192.625000 Penalty: 4678.571289
	Iteration 50F: 3 clusters Score -1558193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Entering Unmasked Estep 
Score: -1274534.750000 Penalty: 2281.621826
	Iteration 0F: 2 clusters Score -1274535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1266941.500000 Penalty: 4563.243652
	Iteration 0F: 3 clusters Score -1266942 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1269014.500000 Penalty: 4563.243652
	Iteration 1F: 3 clusters Score -1269014 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1269309.250000 Penalty: 4563.243652
	Iteration 2F: 3 clusters Score -1269309 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1269554.250000 Penalty: 4563.243652
	Iteration 3F: 3 clusters Score -1269554 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1269761.875000 Penalty: 4563.243652
	Iteration 4Q: 3 clusters Score -1269762 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1269968.500000 Penalty: 4563.243652
	Iteration 5Q: 3 clusters Score -1269968 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1270172.500000 Penalty: 4563.243652
	Iteration 6Q: 3 clusters Score -1270172 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1270409.875000 Penalty: 4563.243652
	Iteration 7Q: 3 clusters Score -1270410 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1270673.875000 Penalty: 4563.243652
	Iteration 8Q: 3 clusters Score -1270674 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1270935.625000 Penalty: 4563.243652
	Iteration 9Q: 3 clusters Score -1270936 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1271269.375000 Penalty: 4563.243652
	Iteration 10Q: 3 clusters Score -1271269 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1271591.750000 Penalty: 4563.243652
	Iteration 11Q: 3 clusters Score -1271592 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1271908.375000 Penalty: 4563.243652
	Iteration 12Q: 3 clusters Score -1271908 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1272182.375000 Penalty: 4563.243652
	Iteration 13Q: 3 clusters Score -1272182 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1272376.000000 Penalty: 4563.243652
	Iteration 14Q: 3 clusters Score -1272376 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1272481.875000 Penalty: 4563.243652
	Iteration 15Q: 3 clusters Score -1272482 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1272564.125000 Penalty: 4563.243652
	Iteration 16Q: 3 clusters Score -1272564 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1272611.875000 Penalty: 4563.243652
	Iteration 17Q: 3 clusters Score -1272612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1272644.125000 Penalty: 4563.243652
	Iteration 18Q: 3 clusters Score -1272644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1272667.500000 Penalty: 4563.243652
	Iteration 19Q: 3 clusters Score -1272668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1272683.000000 Penalty: 4563.243652
	Iteration 20F: 3 clusters Score -1272683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1272696.750000 Penalty: 4563.243652
	Iteration 21Q: 3 clusters Score -1272697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1272707.625000 Penalty: 4563.243652
	Iteration 22Q: 3 clusters Score -1272708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1272715.750000 Penalty: 4563.243652
	Iteration 23Q: 3 clusters Score -1272716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1272722.125000 Penalty: 4563.243652
	Iteration 24Q: 3 clusters Score -1272722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1272731.125000 Penalty: 4563.243652
	Iteration 25Q: 3 clusters Score -1272731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1272740.000000 Penalty: 4563.243652
	Iteration 26Q: 3 clusters Score -1272740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1272744.750000 Penalty: 4563.243652
	Iteration 27Q: 3 clusters Score -1272745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1272753.625000 Penalty: 4563.243652
	Iteration 28Q: 3 clusters Score -1272754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1272759.500000 Penalty: 4563.243652
	Iteration 29Q: 3 clusters Score -1272760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1272765.875000 Penalty: 4563.243652
	Iteration 30Q: 3 clusters Score -1272766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1272769.000000 Penalty: 4563.243652
	Iteration 31Q: 3 clusters Score -1272769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1272772.750000 Penalty: 4563.243652
	Iteration 32Q: 3 clusters Score -1272773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1272773.500000 Penalty: 4563.243652
	Iteration 33Q: 3 clusters Score -1272774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1272782.375000 Penalty: 4563.243652
	Iteration 34Q: 3 clusters Score -1272782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1272781.875000 Penalty: 4563.243652
	Iteration 35Q: 3 clusters Score -1272782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1272782.875000 Penalty: 4563.243652
	Iteration 36Q: 3 clusters Score -1272783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1272782.875000 Penalty: 4563.243652
	Iteration 37Q: 3 clusters Score -1272783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1272783.500000 Penalty: 4563.243652
	Iteration 38Q: 3 clusters Score -1272784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1272786.750000 Penalty: 4563.243652
	Iteration 39Q: 3 clusters Score -1272787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1272786.750000 Penalty: 4563.243652
	Iteration 40F: 3 clusters Score -1272787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Entering Unmasked Estep 
Score: -1733929.500000 Penalty: 2368.122559
	Iteration 0F: 2 clusters Score -1733930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1723766.250000 Penalty: 4736.245117
	Iteration 0F: 3 clusters Score -1723766 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1727074.000000 Penalty: 4736.245117
	Iteration 1F: 3 clusters Score -1727074 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1727479.750000 Penalty: 4736.245117
	Iteration 2F: 3 clusters Score -1727480 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1727814.500000 Penalty: 4736.245117
	Iteration 3F: 3 clusters Score -1727814 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1728091.000000 Penalty: 4736.245117
	Iteration 4Q: 3 clusters Score -1728091 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1728359.625000 Penalty: 4736.245117
	Iteration 5Q: 3 clusters Score -1728360 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1728571.250000 Penalty: 4736.245117
	Iteration 6Q: 3 clusters Score -1728571 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1728768.750000 Penalty: 4736.245117
	Iteration 7Q: 3 clusters Score -1728769 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1728968.250000 Penalty: 4736.245117
	Iteration 8Q: 3 clusters Score -1728968 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1729178.625000 Penalty: 4736.245117
	Iteration 9Q: 3 clusters Score -1729179 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1729389.750000 Penalty: 4736.245117
	Iteration 10Q: 3 clusters Score -1729390 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1729591.000000 Penalty: 4736.245117
	Iteration 11Q: 3 clusters Score -1729591 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1729809.000000 Penalty: 4736.245117
	Iteration 12Q: 3 clusters Score -1729809 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1730023.750000 Penalty: 4736.245117
	Iteration 13Q: 3 clusters Score -1730024 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1730222.375000 Penalty: 4736.245117
	Iteration 14Q: 3 clusters Score -1730222 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1730419.750000 Penalty: 4736.245117
	Iteration 15Q: 3 clusters Score -1730420 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1730563.500000 Penalty: 4736.245117
	Iteration 16Q: 3 clusters Score -1730564 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1730690.000000 Penalty: 4736.245117
	Iteration 17Q: 3 clusters Score -1730690 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1730785.250000 Penalty: 4736.245117
	Iteration 18Q: 3 clusters Score -1730785 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1730861.875000 Penalty: 4736.245117
	Iteration 19Q: 3 clusters Score -1730862 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1730930.250000 Penalty: 4736.245117
	Iteration 20F: 3 clusters Score -1730930 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1731000.250000 Penalty: 4736.245117
	Iteration 21Q: 3 clusters Score -1731000 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1731074.500000 Penalty: 4736.245117
	Iteration 22Q: 3 clusters Score -1731074 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1731136.500000 Penalty: 4736.245117
	Iteration 23Q: 3 clusters Score -1731136 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1731193.750000 Penalty: 4736.245117
	Iteration 24Q: 3 clusters Score -1731194 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1731243.250000 Penalty: 4736.245117
	Iteration 25Q: 3 clusters Score -1731243 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1731293.625000 Penalty: 4736.245117
	Iteration 26Q: 3 clusters Score -1731294 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1731337.875000 Penalty: 4736.245117
	Iteration 27Q: 3 clusters Score -1731338 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1731377.000000 Penalty: 4736.245117
	Iteration 28Q: 3 clusters Score -1731377 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1731420.875000 Penalty: 4736.245117
	Iteration 29Q: 3 clusters Score -1731421 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1731463.875000 Penalty: 4736.245117
	Iteration 30Q: 3 clusters Score -1731464 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1731506.125000 Penalty: 4736.245117
	Iteration 31Q: 3 clusters Score -1731506 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1731532.000000 Penalty: 4736.245117
	Iteration 32Q: 3 clusters Score -1731532 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1731558.000000 Penalty: 4736.245117
	Iteration 33Q: 3 clusters Score -1731558 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1731582.875000 Penalty: 4736.245117
	Iteration 34Q: 3 clusters Score -1731583 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1731604.750000 Penalty: 4736.245117
	Iteration 35Q: 3 clusters Score -1731605 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1731631.875000 Penalty: 4736.245117
	Iteration 36Q: 3 clusters Score -1731632 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1731660.750000 Penalty: 4736.245117
	Iteration 37Q: 3 clusters Score -1731661 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1731688.000000 Penalty: 4736.245117
	Iteration 38Q: 3 clusters Score -1731688 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1731721.500000 Penalty: 4736.245117
	Iteration 39Q: 3 clusters Score -1731722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1731756.875000 Penalty: 4736.245117
	Iteration 40F: 3 clusters Score -1731757 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1731796.625000 Penalty: 4736.245117
	Iteration 41Q: 3 clusters Score -1731797 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1731827.375000 Penalty: 4736.245117
	Iteration 42Q: 3 clusters Score -1731827 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1731861.000000 Penalty: 4736.245117
	Iteration 43Q: 3 clusters Score -1731861 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1731894.625000 Penalty: 4736.245117
	Iteration 44Q: 3 clusters Score -1731895 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1731923.625000 Penalty: 4736.245117
	Iteration 45Q: 3 clusters Score -1731924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1731950.250000 Penalty: 4736.245117
	Iteration 46Q: 3 clusters Score -1731950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1731980.125000 Penalty: 4736.245117
	Iteration 47Q: 3 clusters Score -1731980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1732007.500000 Penalty: 4736.245117
	Iteration 48Q: 3 clusters Score -1732008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1732021.125000 Penalty: 4736.245117
	Iteration 49Q: 3 clusters Score -1732021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1732044.000000 Penalty: 4736.245117
	Iteration 50Q: 3 clusters Score -1732044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1732057.875000 Penalty: 4736.245117
	Iteration 51Q: 3 clusters Score -1732058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1732067.125000 Penalty: 4736.245117
	Iteration 52Q: 3 clusters Score -1732067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1732080.000000 Penalty: 4736.245117
	Iteration 53Q: 3 clusters Score -1732080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1732101.500000 Penalty: 4736.245117
	Iteration 54Q: 3 clusters Score -1732102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1732112.000000 Penalty: 4736.245117
	Iteration 55Q: 3 clusters Score -1732112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1732116.000000 Penalty: 4736.245117
	Iteration 56Q: 3 clusters Score -1732116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1732119.750000 Penalty: 4736.245117
	Iteration 57Q: 3 clusters Score -1732120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1732123.875000 Penalty: 4736.245117
	Iteration 58Q: 3 clusters Score -1732124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1732130.875000 Penalty: 4736.245117
	Iteration 59Q: 3 clusters Score -1732131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1732137.000000 Penalty: 4736.245117
	Iteration 60F: 3 clusters Score -1732137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1732137.250000 Penalty: 4736.245117
	Iteration 61Q: 3 clusters Score -1732137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1732141.625000 Penalty: 4736.245117
	Iteration 62Q: 3 clusters Score -1732142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1732141.625000 Penalty: 4736.245117
	Iteration 63Q: 3 clusters Score -1732142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1732144.625000 Penalty: 4736.245117
	Iteration 64Q: 3 clusters Score -1732145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1732145.375000 Penalty: 4736.245117
	Iteration 65Q: 3 clusters Score -1732145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1732147.000000 Penalty: 4736.245117
	Iteration 66Q: 3 clusters Score -1732147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1732145.625000 Penalty: 4736.245117
	Iteration 67Q: 3 clusters Score -1732146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1732145.625000 Penalty: 4736.245117
	Iteration 68F: 3 clusters Score -1732146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Entering Unmasked Estep 
Score: -2470141.500000 Penalty: 2446.817871
	Iteration 0F: 2 clusters Score -2470142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2456680.750000 Penalty: 4893.635742
	Iteration 0F: 3 clusters Score -2456681 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2461400.000000 Penalty: 4893.635742
	Iteration 1F: 3 clusters Score -2461400 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2461936.500000 Penalty: 4893.635742
	Iteration 2F: 3 clusters Score -2461936 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2462445.250000 Penalty: 4893.635742
	Iteration 3F: 3 clusters Score -2462445 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2462924.000000 Penalty: 4893.635742
	Iteration 4Q: 3 clusters Score -2462924 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2463426.000000 Penalty: 4893.635742
	Iteration 5Q: 3 clusters Score -2463426 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2463911.750000 Penalty: 4893.635742
	Iteration 6Q: 3 clusters Score -2463912 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2464394.750000 Penalty: 4893.635742
	Iteration 7Q: 3 clusters Score -2464395 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2464760.500000 Penalty: 4893.635742
	Iteration 8Q: 3 clusters Score -2464760 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2464994.000000 Penalty: 4893.635742
	Iteration 9Q: 3 clusters Score -2464994 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2465127.000000 Penalty: 4893.635742
	Iteration 10Q: 3 clusters Score -2465127 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2465221.500000 Penalty: 4893.635742
	Iteration 11Q: 3 clusters Score -2465222 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2465280.000000 Penalty: 4893.635742
	Iteration 12Q: 3 clusters Score -2465280 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2465345.250000 Penalty: 4893.635742
	Iteration 13Q: 3 clusters Score -2465345 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2465391.000000 Penalty: 4893.635742
	Iteration 14Q: 3 clusters Score -2465391 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2465425.500000 Penalty: 4893.635742
	Iteration 15Q: 3 clusters Score -2465426 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2465437.250000 Penalty: 4893.635742
	Iteration 16Q: 3 clusters Score -2465437 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2465467.750000 Penalty: 4893.635742
	Iteration 17Q: 3 clusters Score -2465468 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2465480.750000 Penalty: 4893.635742
	Iteration 18Q: 3 clusters Score -2465481 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2465496.250000 Penalty: 4893.635742
	Iteration 19Q: 3 clusters Score -2465496 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2465512.250000 Penalty: 4893.635742
	Iteration 20F: 3 clusters Score -2465512 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2465525.750000 Penalty: 4893.635742
	Iteration 21Q: 3 clusters Score -2465526 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2465546.250000 Penalty: 4893.635742
	Iteration 22Q: 3 clusters Score -2465546 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2465569.000000 Penalty: 4893.635742
	Iteration 23Q: 3 clusters Score -2465569 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2465588.750000 Penalty: 4893.635742
	Iteration 24Q: 3 clusters Score -2465589 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2465613.000000 Penalty: 4893.635742
	Iteration 25Q: 3 clusters Score -2465613 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2465635.000000 Penalty: 4893.635742
	Iteration 26Q: 3 clusters Score -2465635 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2465664.250000 Penalty: 4893.635742
	Iteration 27Q: 3 clusters Score -2465664 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2465709.750000 Penalty: 4893.635742
	Iteration 28Q: 3 clusters Score -2465710 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2465739.500000 Penalty: 4893.635742
	Iteration 29Q: 3 clusters Score -2465740 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2465775.750000 Penalty: 4893.635742
	Iteration 30Q: 3 clusters Score -2465776 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2465823.000000 Penalty: 4893.635742
	Iteration 31Q: 3 clusters Score -2465823 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2465866.500000 Penalty: 4893.635742
	Iteration 32Q: 3 clusters Score -2465866 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2465904.500000 Penalty: 4893.635742
	Iteration 33Q: 3 clusters Score -2465904 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2465955.750000 Penalty: 4893.635742
	Iteration 34Q: 3 clusters Score -2465956 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2466011.750000 Penalty: 4893.635742
	Iteration 35Q: 3 clusters Score -2466012 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2466082.250000 Penalty: 4893.635742
	Iteration 36Q: 3 clusters Score -2466082 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2466161.750000 Penalty: 4893.635742
	Iteration 37Q: 3 clusters Score -2466162 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2466264.000000 Penalty: 4893.635742
	Iteration 38Q: 3 clusters Score -2466264 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2466357.000000 Penalty: 4893.635742
	Iteration 39Q: 3 clusters Score -2466357 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2466445.250000 Penalty: 4893.635742
	Iteration 40F: 3 clusters Score -2466445 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2466556.750000 Penalty: 4893.635742
	Iteration 41Q: 3 clusters Score -2466557 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2466666.500000 Penalty: 4893.635742
	Iteration 42Q: 3 clusters Score -2466666 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2466791.500000 Penalty: 4893.635742
	Iteration 43Q: 3 clusters Score -2466792 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2466917.250000 Penalty: 4893.635742
	Iteration 44Q: 3 clusters Score -2466917 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2467033.750000 Penalty: 4893.635742
	Iteration 45Q: 3 clusters Score -2467034 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2467163.250000 Penalty: 4893.635742
	Iteration 46Q: 3 clusters Score -2467163 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2467267.250000 Penalty: 4893.635742
	Iteration 47Q: 3 clusters Score -2467267 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2467376.000000 Penalty: 4893.635742
	Iteration 48Q: 3 clusters Score -2467376 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2467462.750000 Penalty: 4893.635742
	Iteration 49Q: 3 clusters Score -2467463 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2467551.250000 Penalty: 4893.635742
	Iteration 50Q: 3 clusters Score -2467551 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2467622.500000 Penalty: 4893.635742
	Iteration 51Q: 3 clusters Score -2467622 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2467689.500000 Penalty: 4893.635742
	Iteration 52Q: 3 clusters Score -2467690 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2467751.250000 Penalty: 4893.635742
	Iteration 53Q: 3 clusters Score -2467751 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2467800.000000 Penalty: 4893.635742
	Iteration 54Q: 3 clusters Score -2467800 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2467845.000000 Penalty: 4893.635742
	Iteration 55Q: 3 clusters Score -2467845 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2467880.250000 Penalty: 4893.635742
	Iteration 56Q: 3 clusters Score -2467880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2467908.000000 Penalty: 4893.635742
	Iteration 57Q: 3 clusters Score -2467908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2467925.500000 Penalty: 4893.635742
	Iteration 58Q: 3 clusters Score -2467926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2467956.000000 Penalty: 4893.635742
	Iteration 59Q: 3 clusters Score -2467956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2467976.250000 Penalty: 4893.635742
	Iteration 60F: 3 clusters Score -2467976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2467987.250000 Penalty: 4893.635742
	Iteration 61Q: 3 clusters Score -2467987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2467996.750000 Penalty: 4893.635742
	Iteration 62Q: 3 clusters Score -2467997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2468013.250000 Penalty: 4893.635742
	Iteration 63Q: 3 clusters Score -2468013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2468023.750000 Penalty: 4893.635742
	Iteration 64Q: 3 clusters Score -2468024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2468033.750000 Penalty: 4893.635742
	Iteration 65Q: 3 clusters Score -2468034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2468043.750000 Penalty: 4893.635742
	Iteration 66Q: 3 clusters Score -2468044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2468057.750000 Penalty: 4893.635742
	Iteration 67Q: 3 clusters Score -2468058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2468061.250000 Penalty: 4893.635742
	Iteration 68Q: 3 clusters Score -2468061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2468066.750000 Penalty: 4893.635742
	Iteration 69Q: 3 clusters Score -2468067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2468077.500000 Penalty: 4893.635742
	Iteration 70Q: 3 clusters Score -2468078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2468081.500000 Penalty: 4893.635742
	Iteration 71Q: 3 clusters Score -2468082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2468087.500000 Penalty: 4893.635742
	Iteration 72Q: 3 clusters Score -2468088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2468091.250000 Penalty: 4893.635742
	Iteration 73Q: 3 clusters Score -2468091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2468092.750000 Penalty: 4893.635742
	Iteration 74Q: 3 clusters Score -2468093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2468094.750000 Penalty: 4893.635742
	Iteration 75Q: 3 clusters Score -2468095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2468098.250000 Penalty: 4893.635742
	Iteration 76Q: 3 clusters Score -2468098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2468100.500000 Penalty: 4893.635742
	Iteration 77Q: 3 clusters Score -2468100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2468099.500000 Penalty: 4893.635742
	Iteration 78Q: 3 clusters Score -2468100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2468099.250000 Penalty: 4893.635742
	Iteration 79Q: 3 clusters Score -2468099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2468098.250000 Penalty: 4893.635742
	Iteration 80F: 3 clusters Score -2468098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Entering Unmasked Estep 
Score: -399537.156250 Penalty: 2005.734863
	Iteration 0F: 2 clusters Score -399537.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -396134.781250 Penalty: 4011.469727
	Iteration 0F: 3 clusters Score -396134.8 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -396868.531250 Penalty: 4011.469727
	Iteration 1F: 3 clusters Score -396868.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -397063.812500 Penalty: 4011.469727
	Iteration 2F: 3 clusters Score -397063.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -397235.718750 Penalty: 4011.469727
	Iteration 3F: 3 clusters Score -397235.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -397384.187500 Penalty: 4011.469727
	Iteration 4F: 3 clusters Score -397384.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -397548.000000 Penalty: 4011.469727
	Iteration 5Q: 3 clusters Score -397548 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -397703.437500 Penalty: 4011.469727
	Iteration 6Q: 3 clusters Score -397703.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -397871.406250 Penalty: 4011.469727
	Iteration 7Q: 3 clusters Score -397871.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -398012.343750 Penalty: 4011.469727
	Iteration 8Q: 3 clusters Score -398012.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -398115.375000 Penalty: 4011.469727
	Iteration 9Q: 3 clusters Score -398115.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -398198.781250 Penalty: 4011.469727
	Iteration 10Q: 3 clusters Score -398198.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -398266.125000 Penalty: 4011.469727
	Iteration 11Q: 3 clusters Score -398266.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -398322.312500 Penalty: 4011.469727
	Iteration 12Q: 3 clusters Score -398322.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -398367.437500 Penalty: 4011.469727
	Iteration 13Q: 3 clusters Score -398367.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -398408.875000 Penalty: 4011.469727
	Iteration 14Q: 3 clusters Score -398408.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -398445.125000 Penalty: 4011.469727
	Iteration 15Q: 3 clusters Score -398445.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -398487.812500 Penalty: 4011.469727
	Iteration 16Q: 3 clusters Score -398487.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -398556.125000 Penalty: 4011.469727
	Iteration 17Q: 3 clusters Score -398556.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -398652.656250 Penalty: 4011.469727
	Iteration 18Q: 3 clusters Score -398652.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -398738.062500 Penalty: 4011.469727
	Iteration 19Q: 3 clusters Score -398738.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -398807.687500 Penalty: 4011.469727
	Iteration 20F: 3 clusters Score -398807.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -398856.125000 Penalty: 4011.469727
	Iteration 21Q: 3 clusters Score -398856.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -398881.468750 Penalty: 4011.469727
	Iteration 22Q: 3 clusters Score -398881.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -398892.031250 Penalty: 4011.469727
	Iteration 23Q: 3 clusters Score -398892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -398902.062500 Penalty: 4011.469727
	Iteration 24Q: 3 clusters Score -398902.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -398906.593750 Penalty: 4011.469727
	Iteration 25Q: 3 clusters Score -398906.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -398908.968750 Penalty: 4011.469727
	Iteration 26Q: 3 clusters Score -398909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -398910.843750 Penalty: 4011.469727
	Iteration 27Q: 3 clusters Score -398910.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -398913.562500 Penalty: 4011.469727
	Iteration 28Q: 3 clusters Score -398913.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -398915.437500 Penalty: 4011.469727
	Iteration 29Q: 3 clusters Score -398915.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -398917.906250 Penalty: 4011.469727
	Iteration 30Q: 3 clusters Score -398917.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -398919.906250 Penalty: 4011.469727
	Iteration 31Q: 3 clusters Score -398919.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -398923.656250 Penalty: 4011.469727
	Iteration 32Q: 3 clusters Score -398923.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -398925.281250 Penalty: 4011.469727
	Iteration 33Q: 3 clusters Score -398925.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -398925.343750 Penalty: 4011.469727
	Iteration 34Q: 3 clusters Score -398925.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -398926.937500 Penalty: 4011.469727
	Iteration 35Q: 3 clusters Score -398926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -398927.812500 Penalty: 4011.469727
	Iteration 36Q: 3 clusters Score -398927.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -398928.781250 Penalty: 4011.469727
	Iteration 37Q: 3 clusters Score -398928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -398928.250000 Penalty: 4011.469727
	Iteration 38Q: 3 clusters Score -398928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -398928.968750 Penalty: 4011.469727
	Iteration 39Q: 3 clusters Score -398929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -398928.968750 Penalty: 4011.469727
	Iteration 40F: 3 clusters Score -398929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -342667.968750 Penalty: 1970.585571
	Iteration 0F: 2 clusters Score -342668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -339533.531250 Penalty: 3941.171143
	Iteration 0F: 3 clusters Score -339533.5 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -340148.781250 Penalty: 3941.171143
	Iteration 1F: 3 clusters Score -340148.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -340297.218750 Penalty: 3941.171143
	Iteration 2F: 3 clusters Score -340297.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -340372.625000 Penalty: 3941.171143
	Iteration 3Q: 3 clusters Score -340372.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -340417.468750 Penalty: 3941.171143
	Iteration 4Q: 3 clusters Score -340417.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -340464.843750 Penalty: 3941.171143
	Iteration 5Q: 3 clusters Score -340464.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -340505.750000 Penalty: 3941.171143
	Iteration 6Q: 3 clusters Score -340505.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -340540.125000 Penalty: 3941.171143
	Iteration 7Q: 3 clusters Score -340540.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -340578.906250 Penalty: 3941.171143
	Iteration 8Q: 3 clusters Score -340578.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -340608.500000 Penalty: 3941.171143
	Iteration 9Q: 3 clusters Score -340608.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -340625.625000 Penalty: 3941.171143
	Iteration 10Q: 3 clusters Score -340625.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -340638.718750 Penalty: 3941.171143
	Iteration 11Q: 3 clusters Score -340638.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -340659.156250 Penalty: 3941.171143
	Iteration 12Q: 3 clusters Score -340659.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -340679.625000 Penalty: 3941.171143
	Iteration 13Q: 3 clusters Score -340679.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -340698.218750 Penalty: 3941.171143
	Iteration 14Q: 3 clusters Score -340698.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -340714.250000 Penalty: 3941.171143
	Iteration 15Q: 3 clusters Score -340714.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -340729.187500 Penalty: 3941.171143
	Iteration 16Q: 3 clusters Score -340729.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -340753.875000 Penalty: 3941.171143
	Iteration 17Q: 3 clusters Score -340753.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -340782.343750 Penalty: 3941.171143
	Iteration 18Q: 3 clusters Score -340782.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -340825.375000 Penalty: 3941.171143
	Iteration 19Q: 3 clusters Score -340825.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -340893.406250 Penalty: 3941.171143
	Iteration 20F: 3 clusters Score -340893.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -340973.781250 Penalty: 3941.171143
	Iteration 21Q: 3 clusters Score -340973.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -341064.343750 Penalty: 3941.171143
	Iteration 22Q: 3 clusters Score -341064.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -341162.000000 Penalty: 3941.171143
	Iteration 23Q: 3 clusters Score -341162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -341244.156250 Penalty: 3941.171143
	Iteration 24Q: 3 clusters Score -341244.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -341305.218750 Penalty: 3941.171143
	Iteration 25Q: 3 clusters Score -341305.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -341366.468750 Penalty: 3941.171143
	Iteration 26Q: 3 clusters Score -341366.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -341424.031250 Penalty: 3941.171143
	Iteration 27Q: 3 clusters Score -341424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -341464.343750 Penalty: 3941.171143
	Iteration 28Q: 3 clusters Score -341464.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -341497.125000 Penalty: 3941.171143
	Iteration 29Q: 3 clusters Score -341497.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -341524.343750 Penalty: 3941.171143
	Iteration 30Q: 3 clusters Score -341524.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -341545.250000 Penalty: 3941.171143
	Iteration 31Q: 3 clusters Score -341545.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -341556.250000 Penalty: 3941.171143
	Iteration 32Q: 3 clusters Score -341556.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -341577.281250 Penalty: 3941.171143
	Iteration 33Q: 3 clusters Score -341577.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -341604.593750 Penalty: 3941.171143
	Iteration 34Q: 3 clusters Score -341604.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -341630.312500 Penalty: 3941.171143
	Iteration 35Q: 3 clusters Score -341630.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -341681.343750 Penalty: 3941.171143
	Iteration 36Q: 3 clusters Score -341681.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -341736.625000 Penalty: 3941.171143
	Iteration 37Q: 3 clusters Score -341736.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -341802.093750 Penalty: 3941.171143
	Iteration 38Q: 3 clusters Score -341802.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -341859.781250 Penalty: 3941.171143
	Iteration 39Q: 3 clusters Score -341859.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -341931.625000 Penalty: 3941.171143
	Iteration 40F: 3 clusters Score -341931.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -341990.093750 Penalty: 3941.171143
	Iteration 41Q: 3 clusters Score -341990.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -342031.968750 Penalty: 3941.171143
	Iteration 42Q: 3 clusters Score -342032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -342054.718750 Penalty: 3941.171143
	Iteration 43Q: 3 clusters Score -342054.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -342066.687500 Penalty: 3941.171143
	Iteration 44Q: 3 clusters Score -342066.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -342074.343750 Penalty: 3941.171143
	Iteration 45Q: 3 clusters Score -342074.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -342074.718750 Penalty: 3941.171143
	Iteration 46Q: 3 clusters Score -342074.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -342075.312500 Penalty: 3941.171143
	Iteration 47Q: 3 clusters Score -342075.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -342075.312500 Penalty: 3941.171143
	Iteration 48F: 3 clusters Score -342075.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Entering Unmasked Estep 
Score: -2471045.250000 Penalty: 2442.899902
	Iteration 0F: 2 clusters Score -2471045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2457610.750000 Penalty: 4885.799805
	Iteration 0F: 3 clusters Score -2457611 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2462241.500000 Penalty: 4885.799805
	Iteration 1F: 3 clusters Score -2462242 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2462713.500000 Penalty: 4885.799805
	Iteration 2F: 3 clusters Score -2462714 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2463121.750000 Penalty: 4885.799805
	Iteration 3F: 3 clusters Score -2463122 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2463486.500000 Penalty: 4885.799805
	Iteration 4Q: 3 clusters Score -2463486 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2463829.000000 Penalty: 4885.799805
	Iteration 5Q: 3 clusters Score -2463829 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2464197.250000 Penalty: 4885.799805
	Iteration 6Q: 3 clusters Score -2464197 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2464615.750000 Penalty: 4885.799805
	Iteration 7Q: 3 clusters Score -2464616 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2465105.750000 Penalty: 4885.799805
	Iteration 8Q: 3 clusters Score -2465106 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2465737.250000 Penalty: 4885.799805
	Iteration 9F: 3 clusters Score -2465737 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2466485.250000 Penalty: 4885.799805
	Iteration 10F: 3 clusters Score -2466485 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2467268.250000 Penalty: 4885.799805
	Iteration 11F: 3 clusters Score -2467268 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2468024.250000 Penalty: 4885.799805
	Iteration 12Q: 3 clusters Score -2468024 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2468694.250000 Penalty: 4885.799805
	Iteration 13Q: 3 clusters Score -2468694 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2469169.500000 Penalty: 4885.799805
	Iteration 14Q: 3 clusters Score -2469170 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2469476.250000 Penalty: 4885.799805
	Iteration 15Q: 3 clusters Score -2469476 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2469649.500000 Penalty: 4885.799805
	Iteration 16Q: 3 clusters Score -2469650 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2469789.000000 Penalty: 4885.799805
	Iteration 17Q: 3 clusters Score -2469789 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2469873.500000 Penalty: 4885.799805
	Iteration 18Q: 3 clusters Score -2469874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2469943.750000 Penalty: 4885.799805
	Iteration 19Q: 3 clusters Score -2469944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2469996.250000 Penalty: 4885.799805
	Iteration 20F: 3 clusters Score -2469996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2470051.750000 Penalty: 4885.799805
	Iteration 21Q: 3 clusters Score -2470052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2470087.250000 Penalty: 4885.799805
	Iteration 22Q: 3 clusters Score -2470087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2470112.250000 Penalty: 4885.799805
	Iteration 23Q: 3 clusters Score -2470112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2470133.750000 Penalty: 4885.799805
	Iteration 24Q: 3 clusters Score -2470134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2470151.500000 Penalty: 4885.799805
	Iteration 25Q: 3 clusters Score -2470152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2470171.250000 Penalty: 4885.799805
	Iteration 26Q: 3 clusters Score -2470171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2470184.000000 Penalty: 4885.799805
	Iteration 27Q: 3 clusters Score -2470184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2470195.250000 Penalty: 4885.799805
	Iteration 28Q: 3 clusters Score -2470195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2470205.000000 Penalty: 4885.799805
	Iteration 29Q: 3 clusters Score -2470205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2470212.750000 Penalty: 4885.799805
	Iteration 30Q: 3 clusters Score -2470213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2470220.500000 Penalty: 4885.799805
	Iteration 31Q: 3 clusters Score -2470220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2470225.500000 Penalty: 4885.799805
	Iteration 32Q: 3 clusters Score -2470226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2470230.500000 Penalty: 4885.799805
	Iteration 33Q: 3 clusters Score -2470230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2470236.750000 Penalty: 4885.799805
	Iteration 34Q: 3 clusters Score -2470237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2470246.500000 Penalty: 4885.799805
	Iteration 35Q: 3 clusters Score -2470246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2470251.000000 Penalty: 4885.799805
	Iteration 36Q: 3 clusters Score -2470251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2470252.250000 Penalty: 4885.799805
	Iteration 37Q: 3 clusters Score -2470252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2470255.500000 Penalty: 4885.799805
	Iteration 38Q: 3 clusters Score -2470256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2470259.500000 Penalty: 4885.799805
	Iteration 39Q: 3 clusters Score -2470260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2470257.000000 Penalty: 4885.799805
	Iteration 40F: 3 clusters Score -2470257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2470257.250000 Penalty: 4885.799805
	Iteration 41Q: 3 clusters Score -2470257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2470259.250000 Penalty: 4885.799805
	Iteration 42Q: 3 clusters Score -2470259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2470263.000000 Penalty: 4885.799805
	Iteration 43Q: 3 clusters Score -2470263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2470263.000000 Penalty: 4885.799805
	Iteration 44F: 3 clusters Score -2470263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Entering Unmasked Estep 
Score: -1939881.125000 Penalty: 2391.359131
	Iteration 0F: 2 clusters Score -1939881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1928719.875000 Penalty: 4782.718262
	Iteration 0F: 3 clusters Score -1928720 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1932414.500000 Penalty: 4782.718262
	Iteration 1F: 3 clusters Score -1932414 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1932919.625000 Penalty: 4782.718262
	Iteration 2F: 3 clusters Score -1932920 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1933444.375000 Penalty: 4782.718262
	Iteration 3F: 3 clusters Score -1933444 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1933953.625000 Penalty: 4782.718262
	Iteration 4F: 3 clusters Score -1933954 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1934291.500000 Penalty: 4782.718262
	Iteration 5Q: 3 clusters Score -1934292 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1934556.250000 Penalty: 4782.718262
	Iteration 6Q: 3 clusters Score -1934556 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1934802.875000 Penalty: 4782.718262
	Iteration 7Q: 3 clusters Score -1934803 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1934997.625000 Penalty: 4782.718262
	Iteration 8Q: 3 clusters Score -1934998 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1935166.125000 Penalty: 4782.718262
	Iteration 9Q: 3 clusters Score -1935166 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1935299.250000 Penalty: 4782.718262
	Iteration 10Q: 3 clusters Score -1935299 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1935421.375000 Penalty: 4782.718262
	Iteration 11Q: 3 clusters Score -1935421 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1935530.875000 Penalty: 4782.718262
	Iteration 12Q: 3 clusters Score -1935531 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1935640.500000 Penalty: 4782.718262
	Iteration 13Q: 3 clusters Score -1935640 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1935750.125000 Penalty: 4782.718262
	Iteration 14Q: 3 clusters Score -1935750 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1935869.375000 Penalty: 4782.718262
	Iteration 15Q: 3 clusters Score -1935869 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1936007.875000 Penalty: 4782.718262
	Iteration 16Q: 3 clusters Score -1936008 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1936184.750000 Penalty: 4782.718262
	Iteration 17Q: 3 clusters Score -1936185 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1936367.375000 Penalty: 4782.718262
	Iteration 18Q: 3 clusters Score -1936367 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1936567.875000 Penalty: 4782.718262
	Iteration 19Q: 3 clusters Score -1936568 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1936794.625000 Penalty: 4782.718262
	Iteration 20F: 3 clusters Score -1936795 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1936987.500000 Penalty: 4782.718262
	Iteration 21Q: 3 clusters Score -1936988 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1937156.750000 Penalty: 4782.718262
	Iteration 22Q: 3 clusters Score -1937157 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1937269.500000 Penalty: 4782.718262
	Iteration 23Q: 3 clusters Score -1937270 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1937352.625000 Penalty: 4782.718262
	Iteration 24Q: 3 clusters Score -1937353 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1937415.000000 Penalty: 4782.718262
	Iteration 25Q: 3 clusters Score -1937415 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1937454.125000 Penalty: 4782.718262
	Iteration 26Q: 3 clusters Score -1937454 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1937489.000000 Penalty: 4782.718262
	Iteration 27Q: 3 clusters Score -1937489 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1937507.500000 Penalty: 4782.718262
	Iteration 28Q: 3 clusters Score -1937508 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1937524.875000 Penalty: 4782.718262
	Iteration 29Q: 3 clusters Score -1937525 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1937541.875000 Penalty: 4782.718262
	Iteration 30Q: 3 clusters Score -1937542 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1937558.000000 Penalty: 4782.718262
	Iteration 31Q: 3 clusters Score -1937558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1937574.625000 Penalty: 4782.718262
	Iteration 32Q: 3 clusters Score -1937575 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1937587.000000 Penalty: 4782.718262
	Iteration 33Q: 3 clusters Score -1937587 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1937595.875000 Penalty: 4782.718262
	Iteration 34Q: 3 clusters Score -1937596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1937600.500000 Penalty: 4782.718262
	Iteration 35Q: 3 clusters Score -1937600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1937605.250000 Penalty: 4782.718262
	Iteration 36Q: 3 clusters Score -1937605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1937614.125000 Penalty: 4782.718262
	Iteration 37Q: 3 clusters Score -1937614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1937620.375000 Penalty: 4782.718262
	Iteration 38Q: 3 clusters Score -1937620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1937632.250000 Penalty: 4782.718262
	Iteration 39Q: 3 clusters Score -1937632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1937634.250000 Penalty: 4782.718262
	Iteration 40F: 3 clusters Score -1937634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1937634.125000 Penalty: 4782.718262
	Iteration 41Q: 3 clusters Score -1937634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1937636.125000 Penalty: 4782.718262
	Iteration 42Q: 3 clusters Score -1937636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1937643.250000 Penalty: 4782.718262
	Iteration 43Q: 3 clusters Score -1937643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1937648.000000 Penalty: 4782.718262
	Iteration 44Q: 3 clusters Score -1937648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1937648.375000 Penalty: 4782.718262
	Iteration 45Q: 3 clusters Score -1937648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1937648.250000 Penalty: 4782.718262
	Iteration 46Q: 3 clusters Score -1937648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1937651.750000 Penalty: 4782.718262
	Iteration 47Q: 3 clusters Score -1937652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1937651.500000 Penalty: 4782.718262
	Iteration 48Q: 3 clusters Score -1937652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1937654.750000 Penalty: 4782.718262
	Iteration 49Q: 3 clusters Score -1937655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1937656.750000 Penalty: 4782.718262
	Iteration 50Q: 3 clusters Score -1937657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1937657.250000 Penalty: 4782.718262
	Iteration 51Q: 3 clusters Score -1937657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1937653.125000 Penalty: 4782.718262
	Iteration 52Q: 3 clusters Score -1937653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1937654.375000 Penalty: 4782.718262
	Iteration 53Q: 3 clusters Score -1937654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1937657.875000 Penalty: 4782.718262
	Iteration 54Q: 3 clusters Score -1937658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1937657.875000 Penalty: 4782.718262
	Iteration 55F: 3 clusters Score -1937658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78443 members 
Entering Unmasked Estep 
Score: -10034558.000000 Penalty: 2794.991455
	Iteration 0F: 2 clusters Score -1.003456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -9981893.000000 Penalty: 5589.982910
	Iteration 0F: 3 clusters Score -9981893 nChanged 36865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -10003757.000000 Penalty: 5589.982910
	Iteration 1F: 3 clusters Score -1.000376e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -10006233.000000 Penalty: 5589.982910
	Iteration 2F: 3 clusters Score -1.000623e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -10010081.000000 Penalty: 5589.982910
	Iteration 3F: 3 clusters Score -1.001008e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -10014586.000000 Penalty: 5589.982910
	Iteration 4F: 3 clusters Score -1.001459e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -10018432.000000 Penalty: 5589.982910
	Iteration 5F: 3 clusters Score -1.001843e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -10021264.000000 Penalty: 5589.982910
	Iteration 6F: 3 clusters Score -1.002126e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -10023454.000000 Penalty: 5589.982910
	Iteration 7Q: 3 clusters Score -1.002345e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -10025395.000000 Penalty: 5589.982910
	Iteration 8Q: 3 clusters Score -1.00254e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69357 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -10027061.000000 Penalty: 5589.982910
	Iteration 9Q: 3 clusters Score -1.002706e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71513 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -10028509.000000 Penalty: 5589.982910
	Iteration 10Q: 3 clusters Score -1.002851e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73278 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -10029660.000000 Penalty: 5589.982910
	Iteration 11Q: 3 clusters Score -1.002966e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -10030610.000000 Penalty: 5589.982910
	Iteration 12Q: 3 clusters Score -1.003061e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -10031163.000000 Penalty: 5589.982910
	Iteration 13Q: 3 clusters Score -1.003116e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -10031524.000000 Penalty: 5589.982910
	Iteration 14Q: 3 clusters Score -1.003152e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -10031792.000000 Penalty: 5589.982910
	Iteration 15Q: 3 clusters Score -1.003179e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76836 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -10031985.000000 Penalty: 5589.982910
	Iteration 16Q: 3 clusters Score -1.003198e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -10032130.000000 Penalty: 5589.982910
	Iteration 17Q: 3 clusters Score -1.003213e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77140 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -10032198.000000 Penalty: 5589.982910
	Iteration 18Q: 3 clusters Score -1.00322e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77216 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -10032265.000000 Penalty: 5589.982910
	Iteration 19Q: 3 clusters Score -1.003226e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77267 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -10032299.000000 Penalty: 5589.982910
	Iteration 20F: 3 clusters Score -1.00323e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77310 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10032319.000000 Penalty: 5589.982910
	Iteration 21Q: 3 clusters Score -1.003232e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77347 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -10032358.000000 Penalty: 5589.982910
	Iteration 22Q: 3 clusters Score -1.003236e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77374 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -10032369.000000 Penalty: 5589.982910
	Iteration 23Q: 3 clusters Score -1.003237e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10032391.000000 Penalty: 5589.982910
	Iteration 24Q: 3 clusters Score -1.003239e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77420 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10032399.000000 Penalty: 5589.982910
	Iteration 25Q: 3 clusters Score -1.00324e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -10032422.000000 Penalty: 5589.982910
	Iteration 26Q: 3 clusters Score -1.003242e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77459 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -10032406.000000 Penalty: 5589.982910
	Iteration 27Q: 3 clusters Score -1.003241e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10032408.000000 Penalty: 5589.982910
	Iteration 28Q: 3 clusters Score -1.003241e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10032430.000000 Penalty: 5589.982910
	Iteration 29Q: 3 clusters Score -1.003243e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77470 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -10032443.000000 Penalty: 5589.982910
	Iteration 30Q: 3 clusters Score -1.003244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77479 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10032456.000000 Penalty: 5589.982910
	Iteration 31Q: 3 clusters Score -1.003246e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77487 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -10032456.000000 Penalty: 5589.982910
	Iteration 32Q: 3 clusters Score -1.003246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10032469.000000 Penalty: 5589.982910
	Iteration 33Q: 3 clusters Score -1.003247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77496 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -10032471.000000 Penalty: 5589.982910
	Iteration 34Q: 3 clusters Score -1.003247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77496 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -10032483.000000 Penalty: 5589.982910
	Iteration 35Q: 3 clusters Score -1.003248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77494 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -10032491.000000 Penalty: 5589.982910
	Iteration 36Q: 3 clusters Score -1.003249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10032489.000000 Penalty: 5589.982910
	Iteration 37Q: 3 clusters Score -1.003249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77488 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10032490.000000 Penalty: 5589.982910
	Iteration 38Q: 3 clusters Score -1.003249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77487 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -10032491.000000 Penalty: 5589.982910
	Iteration 39Q: 3 clusters Score -1.003249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77489 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -10032492.000000 Penalty: 5589.982910
	Iteration 40F: 3 clusters Score -1.003249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77489 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -10032495.000000 Penalty: 5589.982910
	Iteration 41Q: 3 clusters Score -1.00325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77487 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -10032500.000000 Penalty: 5589.982910
	Iteration 42Q: 3 clusters Score -1.00325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10032497.000000 Penalty: 5589.982910
	Iteration 43Q: 3 clusters Score -1.00325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77492 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -10032494.000000 Penalty: 5589.982910
	Iteration 44Q: 3 clusters Score -1.003249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77492 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -10032494.000000 Penalty: 5589.982910
	Iteration 45F: 3 clusters Score -1.003249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Entering Unmasked Estep 
Score: -2381435.500000 Penalty: 2435.588379
	Iteration 0F: 2 clusters Score -2381436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2368415.000000 Penalty: 4871.176758
	Iteration 0F: 3 clusters Score -2368415 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2372928.500000 Penalty: 4871.176758
	Iteration 1F: 3 clusters Score -2372928 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2373446.250000 Penalty: 4871.176758
	Iteration 2F: 3 clusters Score -2373446 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2374109.250000 Penalty: 4871.176758
	Iteration 3F: 3 clusters Score -2374109 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2375052.750000 Penalty: 4871.176758
	Iteration 4F: 3 clusters Score -2375053 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2376383.750000 Penalty: 4871.176758
	Iteration 5F: 3 clusters Score -2376384 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2377855.250000 Penalty: 4871.176758
	Iteration 6F: 3 clusters Score -2377855 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2379090.000000 Penalty: 4871.176758
	Iteration 7F: 3 clusters Score -2379090 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2379871.000000 Penalty: 4871.176758
	Iteration 8F: 3 clusters Score -2379871 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2380221.500000 Penalty: 4871.176758
	Iteration 9Q: 3 clusters Score -2380222 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2380398.250000 Penalty: 4871.176758
	Iteration 10Q: 3 clusters Score -2380398 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2380521.000000 Penalty: 4871.176758
	Iteration 11Q: 3 clusters Score -2380521 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2380596.250000 Penalty: 4871.176758
	Iteration 12Q: 3 clusters Score -2380596 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2380648.500000 Penalty: 4871.176758
	Iteration 13Q: 3 clusters Score -2380648 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2380684.750000 Penalty: 4871.176758
	Iteration 14Q: 3 clusters Score -2380685 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2380710.500000 Penalty: 4871.176758
	Iteration 15Q: 3 clusters Score -2380710 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2380739.000000 Penalty: 4871.176758
	Iteration 16Q: 3 clusters Score -2380739 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2380752.750000 Penalty: 4871.176758
	Iteration 17Q: 3 clusters Score -2380753 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2380770.250000 Penalty: 4871.176758
	Iteration 18Q: 3 clusters Score -2380770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2380783.750000 Penalty: 4871.176758
	Iteration 19Q: 3 clusters Score -2380784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2380805.000000 Penalty: 4871.176758
	Iteration 20F: 3 clusters Score -2380805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2380809.250000 Penalty: 4871.176758
	Iteration 21Q: 3 clusters Score -2380809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2380820.250000 Penalty: 4871.176758
	Iteration 22Q: 3 clusters Score -2380820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2380838.500000 Penalty: 4871.176758
	Iteration 23Q: 3 clusters Score -2380838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2380845.750000 Penalty: 4871.176758
	Iteration 24Q: 3 clusters Score -2380846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2380855.250000 Penalty: 4871.176758
	Iteration 25Q: 3 clusters Score -2380855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2380865.500000 Penalty: 4871.176758
	Iteration 26Q: 3 clusters Score -2380866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2380880.250000 Penalty: 4871.176758
	Iteration 27Q: 3 clusters Score -2380880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2380886.250000 Penalty: 4871.176758
	Iteration 28Q: 3 clusters Score -2380886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2380899.000000 Penalty: 4871.176758
	Iteration 29Q: 3 clusters Score -2380899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2380906.000000 Penalty: 4871.176758
	Iteration 30Q: 3 clusters Score -2380906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2380917.500000 Penalty: 4871.176758
	Iteration 31Q: 3 clusters Score -2380918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2380927.000000 Penalty: 4871.176758
	Iteration 32Q: 3 clusters Score -2380927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2380938.750000 Penalty: 4871.176758
	Iteration 33Q: 3 clusters Score -2380939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2380948.000000 Penalty: 4871.176758
	Iteration 34Q: 3 clusters Score -2380948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2380960.750000 Penalty: 4871.176758
	Iteration 35Q: 3 clusters Score -2380961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2380967.750000 Penalty: 4871.176758
	Iteration 36Q: 3 clusters Score -2380968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2380981.500000 Penalty: 4871.176758
	Iteration 37Q: 3 clusters Score -2380982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2380987.750000 Penalty: 4871.176758
	Iteration 38Q: 3 clusters Score -2380988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2380988.250000 Penalty: 4871.176758
	Iteration 39Q: 3 clusters Score -2380988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2380994.000000 Penalty: 4871.176758
	Iteration 40F: 3 clusters Score -2380994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2380991.750000 Penalty: 4871.176758
	Iteration 41Q: 3 clusters Score -2380992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2380992.500000 Penalty: 4871.176758
	Iteration 42Q: 3 clusters Score -2380992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2380992.250000 Penalty: 4871.176758
	Iteration 43Q: 3 clusters Score -2380992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2380992.500000 Penalty: 4871.176758
	Iteration 44Q: 3 clusters Score -2380992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2380994.250000 Penalty: 4871.176758
	Iteration 45Q: 3 clusters Score -2380994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2380994.250000 Penalty: 4871.176758
	Iteration 46F: 3 clusters Score -2380994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Entering Unmasked Estep 
Score: -615589.000000 Penalty: 2106.645508
	Iteration 0F: 2 clusters Score -615589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -611146.437500 Penalty: 4213.291016
	Iteration 0F: 3 clusters Score -611146.4 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -612225.500000 Penalty: 4213.291016
	Iteration 1F: 3 clusters Score -612225.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -612432.937500 Penalty: 4213.291016
	Iteration 2F: 3 clusters Score -612432.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -612572.937500 Penalty: 4213.291016
	Iteration 3F: 3 clusters Score -612572.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -612656.750000 Penalty: 4213.291016
	Iteration 4Q: 3 clusters Score -612656.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -612725.000000 Penalty: 4213.291016
	Iteration 5Q: 3 clusters Score -612725 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -612764.750000 Penalty: 4213.291016
	Iteration 6Q: 3 clusters Score -612764.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -612791.250000 Penalty: 4213.291016
	Iteration 7Q: 3 clusters Score -612791.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -612814.437500 Penalty: 4213.291016
	Iteration 8Q: 3 clusters Score -612814.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -612835.562500 Penalty: 4213.291016
	Iteration 9Q: 3 clusters Score -612835.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -612856.312500 Penalty: 4213.291016
	Iteration 10Q: 3 clusters Score -612856.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -612871.437500 Penalty: 4213.291016
	Iteration 11Q: 3 clusters Score -612871.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -612882.750000 Penalty: 4213.291016
	Iteration 12Q: 3 clusters Score -612882.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -612900.562500 Penalty: 4213.291016
	Iteration 13Q: 3 clusters Score -612900.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -612914.812500 Penalty: 4213.291016
	Iteration 14Q: 3 clusters Score -612914.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -612925.875000 Penalty: 4213.291016
	Iteration 15Q: 3 clusters Score -612925.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -612938.625000 Penalty: 4213.291016
	Iteration 16Q: 3 clusters Score -612938.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -612950.875000 Penalty: 4213.291016
	Iteration 17Q: 3 clusters Score -612950.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -612966.187500 Penalty: 4213.291016
	Iteration 18Q: 3 clusters Score -612966.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -612981.125000 Penalty: 4213.291016
	Iteration 19Q: 3 clusters Score -612981.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -612996.250000 Penalty: 4213.291016
	Iteration 20F: 3 clusters Score -612996.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -613018.875000 Penalty: 4213.291016
	Iteration 21Q: 3 clusters Score -613018.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -613048.875000 Penalty: 4213.291016
	Iteration 22Q: 3 clusters Score -613048.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -613084.375000 Penalty: 4213.291016
	Iteration 23Q: 3 clusters Score -613084.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -613118.312500 Penalty: 4213.291016
	Iteration 24Q: 3 clusters Score -613118.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -613145.125000 Penalty: 4213.291016
	Iteration 25Q: 3 clusters Score -613145.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -613172.812500 Penalty: 4213.291016
	Iteration 26Q: 3 clusters Score -613172.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -613194.625000 Penalty: 4213.291016
	Iteration 27Q: 3 clusters Score -613194.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -613220.187500 Penalty: 4213.291016
	Iteration 28Q: 3 clusters Score -613220.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -613245.500000 Penalty: 4213.291016
	Iteration 29Q: 3 clusters Score -613245.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -613269.812500 Penalty: 4213.291016
	Iteration 30Q: 3 clusters Score -613269.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -613297.875000 Penalty: 4213.291016
	Iteration 31Q: 3 clusters Score -613297.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -613321.812500 Penalty: 4213.291016
	Iteration 32Q: 3 clusters Score -613321.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -613345.500000 Penalty: 4213.291016
	Iteration 33Q: 3 clusters Score -613345.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -613367.562500 Penalty: 4213.291016
	Iteration 34Q: 3 clusters Score -613367.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -613391.437500 Penalty: 4213.291016
	Iteration 35Q: 3 clusters Score -613391.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -613408.187500 Penalty: 4213.291016
	Iteration 36Q: 3 clusters Score -613408.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -613416.250000 Penalty: 4213.291016
	Iteration 37Q: 3 clusters Score -613416.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -613426.312500 Penalty: 4213.291016
	Iteration 38Q: 3 clusters Score -613426.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -613440.500000 Penalty: 4213.291016
	Iteration 39Q: 3 clusters Score -613440.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -613460.937500 Penalty: 4213.291016
	Iteration 40F: 3 clusters Score -613460.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -613484.937500 Penalty: 4213.291016
	Iteration 41Q: 3 clusters Score -613484.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -613504.125000 Penalty: 4213.291016
	Iteration 42Q: 3 clusters Score -613504.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -613521.187500 Penalty: 4213.291016
	Iteration 43Q: 3 clusters Score -613521.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -613540.500000 Penalty: 4213.291016
	Iteration 44Q: 3 clusters Score -613540.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -613557.562500 Penalty: 4213.291016
	Iteration 45Q: 3 clusters Score -613557.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -613567.437500 Penalty: 4213.291016
	Iteration 46Q: 3 clusters Score -613567.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -613579.625000 Penalty: 4213.291016
	Iteration 47Q: 3 clusters Score -613579.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -613587.062500 Penalty: 4213.291016
	Iteration 48Q: 3 clusters Score -613587.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -613597.125000 Penalty: 4213.291016
	Iteration 49Q: 3 clusters Score -613597.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -613607.937500 Penalty: 4213.291016
	Iteration 50Q: 3 clusters Score -613607.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -613618.062500 Penalty: 4213.291016
	Iteration 51Q: 3 clusters Score -613618.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -613627.562500 Penalty: 4213.291016
	Iteration 52Q: 3 clusters Score -613627.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -613632.812500 Penalty: 4213.291016
	Iteration 53Q: 3 clusters Score -613632.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -613636.875000 Penalty: 4213.291016
	Iteration 54Q: 3 clusters Score -613636.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -613640.312500 Penalty: 4213.291016
	Iteration 55Q: 3 clusters Score -613640.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -613640.875000 Penalty: 4213.291016
	Iteration 56Q: 3 clusters Score -613640.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -613642.562500 Penalty: 4213.291016
	Iteration 57Q: 3 clusters Score -613642.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -613643.500000 Penalty: 4213.291016
	Iteration 58Q: 3 clusters Score -613643.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -613646.500000 Penalty: 4213.291016
	Iteration 59Q: 3 clusters Score -613646.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -613652.125000 Penalty: 4213.291016
	Iteration 60F: 3 clusters Score -613652.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -613658.875000 Penalty: 4213.291016
	Iteration 61Q: 3 clusters Score -613658.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -613667.562500 Penalty: 4213.291016
	Iteration 62Q: 3 clusters Score -613667.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -613668.375000 Penalty: 4213.291016
	Iteration 63Q: 3 clusters Score -613668.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -613670.750000 Penalty: 4213.291016
	Iteration 64Q: 3 clusters Score -613670.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -613673.562500 Penalty: 4213.291016
	Iteration 65Q: 3 clusters Score -613673.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -613676.125000 Penalty: 4213.291016
	Iteration 66Q: 3 clusters Score -613676.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -613677.937500 Penalty: 4213.291016
	Iteration 67Q: 3 clusters Score -613677.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -613679.500000 Penalty: 4213.291016
	Iteration 68Q: 3 clusters Score -613679.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -613685.812500 Penalty: 4213.291016
	Iteration 69Q: 3 clusters Score -613685.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -613686.062500 Penalty: 4213.291016
	Iteration 70Q: 3 clusters Score -613686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -613687.875000 Penalty: 4213.291016
	Iteration 71Q: 3 clusters Score -613687.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -613687.437500 Penalty: 4213.291016
	Iteration 72Q: 3 clusters Score -613687.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -613687.437500 Penalty: 4213.291016
	Iteration 73F: 3 clusters Score -613687.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Entering Unmasked Estep 
Score: -1569340.000000 Penalty: 2349.783203
	Iteration 0F: 2 clusters Score -1569340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1559872.375000 Penalty: 4699.566406
	Iteration 0F: 3 clusters Score -1559872 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1563126.875000 Penalty: 4699.566406
	Iteration 1F: 3 clusters Score -1563127 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1563818.625000 Penalty: 4699.566406
	Iteration 2F: 3 clusters Score -1563819 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1564447.250000 Penalty: 4699.566406
	Iteration 3F: 3 clusters Score -1564447 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1564944.125000 Penalty: 4699.566406
	Iteration 4F: 3 clusters Score -1564944 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1565357.250000 Penalty: 4699.566406
	Iteration 5F: 3 clusters Score -1565357 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1565690.500000 Penalty: 4699.566406
	Iteration 6Q: 3 clusters Score -1565690 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1565951.625000 Penalty: 4699.566406
	Iteration 7Q: 3 clusters Score -1565952 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1566150.875000 Penalty: 4699.566406
	Iteration 8Q: 3 clusters Score -1566151 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1566311.000000 Penalty: 4699.566406
	Iteration 9Q: 3 clusters Score -1566311 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1566434.375000 Penalty: 4699.566406
	Iteration 10Q: 3 clusters Score -1566434 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1566533.000000 Penalty: 4699.566406
	Iteration 11Q: 3 clusters Score -1566533 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1566606.250000 Penalty: 4699.566406
	Iteration 12Q: 3 clusters Score -1566606 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1566674.625000 Penalty: 4699.566406
	Iteration 13Q: 3 clusters Score -1566675 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1566736.000000 Penalty: 4699.566406
	Iteration 14Q: 3 clusters Score -1566736 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1566789.500000 Penalty: 4699.566406
	Iteration 15Q: 3 clusters Score -1566790 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1566862.000000 Penalty: 4699.566406
	Iteration 16Q: 3 clusters Score -1566862 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1566919.875000 Penalty: 4699.566406
	Iteration 17Q: 3 clusters Score -1566920 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1566988.625000 Penalty: 4699.566406
	Iteration 18Q: 3 clusters Score -1566989 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1567056.125000 Penalty: 4699.566406
	Iteration 19Q: 3 clusters Score -1567056 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1567122.375000 Penalty: 4699.566406
	Iteration 20F: 3 clusters Score -1567122 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1567186.500000 Penalty: 4699.566406
	Iteration 21Q: 3 clusters Score -1567186 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1567251.875000 Penalty: 4699.566406
	Iteration 22Q: 3 clusters Score -1567252 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1567323.250000 Penalty: 4699.566406
	Iteration 23Q: 3 clusters Score -1567323 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1567386.500000 Penalty: 4699.566406
	Iteration 24Q: 3 clusters Score -1567386 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1567432.000000 Penalty: 4699.566406
	Iteration 25Q: 3 clusters Score -1567432 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1567474.875000 Penalty: 4699.566406
	Iteration 26Q: 3 clusters Score -1567475 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1567510.500000 Penalty: 4699.566406
	Iteration 27Q: 3 clusters Score -1567510 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1567547.750000 Penalty: 4699.566406
	Iteration 28Q: 3 clusters Score -1567548 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1567573.250000 Penalty: 4699.566406
	Iteration 29Q: 3 clusters Score -1567573 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1567594.875000 Penalty: 4699.566406
	Iteration 30Q: 3 clusters Score -1567595 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1567619.375000 Penalty: 4699.566406
	Iteration 31Q: 3 clusters Score -1567619 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1567643.625000 Penalty: 4699.566406
	Iteration 32Q: 3 clusters Score -1567644 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1567670.500000 Penalty: 4699.566406
	Iteration 33Q: 3 clusters Score -1567670 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1567686.500000 Penalty: 4699.566406
	Iteration 34Q: 3 clusters Score -1567686 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1567702.750000 Penalty: 4699.566406
	Iteration 35Q: 3 clusters Score -1567703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1567711.625000 Penalty: 4699.566406
	Iteration 36Q: 3 clusters Score -1567712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1567720.625000 Penalty: 4699.566406
	Iteration 37Q: 3 clusters Score -1567721 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1567736.375000 Penalty: 4699.566406
	Iteration 38Q: 3 clusters Score -1567736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1567758.125000 Penalty: 4699.566406
	Iteration 39Q: 3 clusters Score -1567758 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1567784.000000 Penalty: 4699.566406
	Iteration 40F: 3 clusters Score -1567784 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1567815.625000 Penalty: 4699.566406
	Iteration 41Q: 3 clusters Score -1567816 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1567843.000000 Penalty: 4699.566406
	Iteration 42Q: 3 clusters Score -1567843 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1567890.875000 Penalty: 4699.566406
	Iteration 43Q: 3 clusters Score -1567891 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1567935.500000 Penalty: 4699.566406
	Iteration 44Q: 3 clusters Score -1567936 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1567955.375000 Penalty: 4699.566406
	Iteration 45Q: 3 clusters Score -1567955 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1567974.750000 Penalty: 4699.566406
	Iteration 46Q: 3 clusters Score -1567975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1567986.250000 Penalty: 4699.566406
	Iteration 47Q: 3 clusters Score -1567986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1567993.500000 Penalty: 4699.566406
	Iteration 48Q: 3 clusters Score -1567994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1567999.375000 Penalty: 4699.566406
	Iteration 49Q: 3 clusters Score -1567999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1568000.875000 Penalty: 4699.566406
	Iteration 50Q: 3 clusters Score -1568001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1568001.500000 Penalty: 4699.566406
	Iteration 51Q: 3 clusters Score -1568002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1568009.250000 Penalty: 4699.566406
	Iteration 52Q: 3 clusters Score -1568009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1568008.250000 Penalty: 4699.566406
	Iteration 53Q: 3 clusters Score -1568008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1568005.125000 Penalty: 4699.566406
	Iteration 54Q: 3 clusters Score -1568005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1568006.625000 Penalty: 4699.566406
	Iteration 55Q: 3 clusters Score -1568007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1568006.875000 Penalty: 4699.566406
	Iteration 56Q: 3 clusters Score -1568007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1568005.750000 Penalty: 4699.566406
	Iteration 57Q: 3 clusters Score -1568006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1568007.625000 Penalty: 4699.566406
	Iteration 58Q: 3 clusters Score -1568008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1568007.625000 Penalty: 4699.566406
	Iteration 59F: 3 clusters Score -1568008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Entering Unmasked Estep 
Score: -1382328.000000 Penalty: 2316.528809
	Iteration 0F: 2 clusters Score -1382328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1373781.625000 Penalty: 4633.057617
	Iteration 0F: 3 clusters Score -1373782 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1376413.250000 Penalty: 4633.057617
	Iteration 1F: 3 clusters Score -1376413 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1376784.875000 Penalty: 4633.057617
	Iteration 2F: 3 clusters Score -1376785 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1377071.250000 Penalty: 4633.057617
	Iteration 3F: 3 clusters Score -1377071 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1377349.375000 Penalty: 4633.057617
	Iteration 4Q: 3 clusters Score -1377349 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1377638.750000 Penalty: 4633.057617
	Iteration 5Q: 3 clusters Score -1377639 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1378012.625000 Penalty: 4633.057617
	Iteration 6Q: 3 clusters Score -1378013 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1378424.750000 Penalty: 4633.057617
	Iteration 7Q: 3 clusters Score -1378425 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1378869.250000 Penalty: 4633.057617
	Iteration 8Q: 3 clusters Score -1378869 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1379408.375000 Penalty: 4633.057617
	Iteration 9Q: 3 clusters Score -1379408 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1379978.250000 Penalty: 4633.057617
	Iteration 10F: 3 clusters Score -1379978 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1380529.000000 Penalty: 4633.057617
	Iteration 11F: 3 clusters Score -1380529 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1381044.125000 Penalty: 4633.057617
	Iteration 12Q: 3 clusters Score -1381044 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1381445.000000 Penalty: 4633.057617
	Iteration 13Q: 3 clusters Score -1381445 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1381723.125000 Penalty: 4633.057617
	Iteration 14Q: 3 clusters Score -1381723 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1381966.500000 Penalty: 4633.057617
	Iteration 15Q: 3 clusters Score -1381966 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1382129.750000 Penalty: 4633.057617
	Iteration 16Q: 3 clusters Score -1382130 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1382226.000000 Penalty: 4633.057617
	Iteration 17Q: 3 clusters Score -1382226 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1382266.375000 Penalty: 4633.057617
	Iteration 18Q: 3 clusters Score -1382266 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1382295.125000 Penalty: 4633.057617
	Iteration 19Q: 3 clusters Score -1382295 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1382313.875000 Penalty: 4633.057617
	Iteration 20F: 3 clusters Score -1382314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1382328.750000 Penalty: 4633.057617
	Iteration 21Q: 3 clusters Score -1382329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1382335.875000 Penalty: 4633.057617
	Iteration 22Q: 3 clusters Score -1382336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1382343.625000 Penalty: 4633.057617
	Iteration 23Q: 3 clusters Score -1382344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1382343.625000 Penalty: 4633.057617
	Iteration 24Q: 3 clusters Score -1382344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1382343.625000 Penalty: 4633.057617
	Iteration 25Q: 3 clusters Score -1382344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1382346.875000 Penalty: 4633.057617
	Iteration 26Q: 3 clusters Score -1382347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1382346.375000 Penalty: 4633.057617
	Iteration 27Q: 3 clusters Score -1382346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1382345.500000 Penalty: 4633.057617
	Iteration 28Q: 3 clusters Score -1382346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1382345.875000 Penalty: 4633.057617
	Iteration 29Q: 3 clusters Score -1382346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1382345.875000 Penalty: 4633.057617
	Iteration 30F: 3 clusters Score -1382346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 9898 members 
Mstep: Class 3 contains 14029 members 
Mstep: Class 4 contains 19268 members 
Mstep: Class 5 contains 3254 members 
Mstep: Class 6 contains 2824 members 
Mstep: Class 7 contains 18966 members 
Mstep: Class 8 contains 15407 members 
Mstep: Class 9 contains 78443 members 
Mstep: Class 10 contains 18415 members 
Mstep: Class 11 contains 4888 members 
Mstep: Class 12 contains 13029 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 140616 members 
Mstep: Class 15 contains 18656 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 57419 members 
Mstep: Class 18 contains 97676 members 
Mstep: Class 19 contains 8138 members 
Mstep: Class 20 contains 179537 members 
Mstep: Class 21 contains 675 members 
Mstep: Class 22 contains 84812 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13441 members 
Mstep: Class 25 contains 28397 members 
Mstep: Class 26 contains 40022 members 
Mstep: Class 27 contains 12936 members 
Mstep: Class 28 contains 5314 members 
Mstep: Class 29 contains 9137 members 
Mstep: Class 30 contains 179998 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11204 members 
Mstep: Class 33 contains 12438 members 
Mstep: Class 34 contains 6523 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50027 members 
Mstep: Class 37 contains 3230 members 
Mstep: Class 38 contains 14667 members 
Mstep: Class 39 contains 5776 members 
Entering Unmasked Estep 
Score: -150644992.000000 Penalty: 135493.656250
Splitting cluster 13 changes total score from -150646032.000000 to -150644992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (140616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140616 members 
Entering Unmasked Estep 
Score: -18001888.000000 Penalty: 2939.739502
	Iteration 0F: 2 clusters Score -1.800189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70306 members 
Mstep: Class 2 contains 70310 members 
Entering Unmasked Estep 
Score: -17908258.000000 Penalty: 5879.479004
	Iteration 0F: 3 clusters Score -1.790826e+07 nChanged 67061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70171 members 
Mstep: Class 2 contains 70445 members 
Entering Unmasked Estep 
Score: -17947490.000000 Penalty: 5879.479004
	Iteration 1F: 3 clusters Score -1.794749e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70452 members 
Mstep: Class 2 contains 70164 members 
Entering Unmasked Estep 
Score: -17948562.000000 Penalty: 5879.479004
	Iteration 2Q: 3 clusters Score -1.794856e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71162 members 
Mstep: Class 2 contains 69454 members 
Entering Unmasked Estep 
Score: -17950176.000000 Penalty: 5879.479004
	Iteration 3Q: 3 clusters Score -1.795018e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72402 members 
Mstep: Class 2 contains 68214 members 
Entering Unmasked Estep 
Score: -17952688.000000 Penalty: 5879.479004
	Iteration 4Q: 3 clusters Score -1.795269e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74429 members 
Mstep: Class 2 contains 66187 members 
Entering Unmasked Estep 
Score: -17956418.000000 Penalty: 5879.479004
	Iteration 5F: 3 clusters Score -1.795642e+07 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77261 members 
Mstep: Class 2 contains 63355 members 
Entering Unmasked Estep 
Score: -17961306.000000 Penalty: 5879.479004
	Iteration 6F: 3 clusters Score -1.796131e+07 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80641 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -17966468.000000 Penalty: 5879.479004
	Iteration 7F: 3 clusters Score -1.796647e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84277 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -17971240.000000 Penalty: 5879.479004
	Iteration 8F: 3 clusters Score -1.797124e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87921 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -17975938.000000 Penalty: 5879.479004
	Iteration 9F: 3 clusters Score -1.797594e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91451 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -17979898.000000 Penalty: 5879.479004
	Iteration 10Q: 3 clusters Score -1.79799e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -17983814.000000 Penalty: 5879.479004
	Iteration 11Q: 3 clusters Score -1.798381e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97837 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -17986850.000000 Penalty: 5879.479004
	Iteration 12Q: 3 clusters Score -1.798685e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100668 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -17988870.000000 Penalty: 5879.479004
	Iteration 13Q: 3 clusters Score -1.798887e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -17990386.000000 Penalty: 5879.479004
	Iteration 14Q: 3 clusters Score -1.799039e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105483 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -17991750.000000 Penalty: 5879.479004
	Iteration 15Q: 3 clusters Score -1.799175e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107545 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -17992836.000000 Penalty: 5879.479004
	Iteration 16Q: 3 clusters Score -1.799284e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109380 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -17993788.000000 Penalty: 5879.479004
	Iteration 17Q: 3 clusters Score -1.799379e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111039 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -17994490.000000 Penalty: 5879.479004
	Iteration 18Q: 3 clusters Score -1.799449e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112505 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -17994990.000000 Penalty: 5879.479004
	Iteration 19Q: 3 clusters Score -1.799499e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113775 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -17995404.000000 Penalty: 5879.479004
	Iteration 20F: 3 clusters Score -1.79954e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114914 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -17995762.000000 Penalty: 5879.479004
	Iteration 21Q: 3 clusters Score -1.799576e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115997 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -17996004.000000 Penalty: 5879.479004
	Iteration 22Q: 3 clusters Score -1.7996e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116987 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -17996258.000000 Penalty: 5879.479004
	Iteration 23Q: 3 clusters Score -1.799626e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -17996416.000000 Penalty: 5879.479004
	Iteration 24Q: 3 clusters Score -1.799642e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118711 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -17996582.000000 Penalty: 5879.479004
	Iteration 25Q: 3 clusters Score -1.799658e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119463 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -17996640.000000 Penalty: 5879.479004
	Iteration 26Q: 3 clusters Score -1.799664e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120159 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -17996746.000000 Penalty: 5879.479004
	Iteration 27Q: 3 clusters Score -1.799675e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120869 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -17996874.000000 Penalty: 5879.479004
	Iteration 28Q: 3 clusters Score -1.799687e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121582 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -17996960.000000 Penalty: 5879.479004
	Iteration 29Q: 3 clusters Score -1.799696e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122249 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -17997096.000000 Penalty: 5879.479004
	Iteration 30Q: 3 clusters Score -1.79971e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122906 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -17997184.000000 Penalty: 5879.479004
	Iteration 31Q: 3 clusters Score -1.799718e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123517 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -17997280.000000 Penalty: 5879.479004
	Iteration 32Q: 3 clusters Score -1.799728e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124139 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -17997444.000000 Penalty: 5879.479004
	Iteration 33Q: 3 clusters Score -1.799744e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124733 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -17997560.000000 Penalty: 5879.479004
	Iteration 34Q: 3 clusters Score -1.799756e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125324 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -17997578.000000 Penalty: 5879.479004
	Iteration 35Q: 3 clusters Score -1.799758e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125877 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -17997702.000000 Penalty: 5879.479004
	Iteration 36Q: 3 clusters Score -1.79977e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126483 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -17997816.000000 Penalty: 5879.479004
	Iteration 37Q: 3 clusters Score -1.799782e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127060 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -17997914.000000 Penalty: 5879.479004
	Iteration 38Q: 3 clusters Score -1.799791e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127635 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -17998040.000000 Penalty: 5879.479004
	Iteration 39Q: 3 clusters Score -1.799804e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128186 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -17998146.000000 Penalty: 5879.479004
	Iteration 40F: 3 clusters Score -1.799815e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128707 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -17998236.000000 Penalty: 5879.479004
	Iteration 41Q: 3 clusters Score -1.799824e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129246 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -17998290.000000 Penalty: 5879.479004
	Iteration 42Q: 3 clusters Score -1.799829e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129746 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -17998410.000000 Penalty: 5879.479004
	Iteration 43Q: 3 clusters Score -1.799841e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130203 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -17998444.000000 Penalty: 5879.479004
	Iteration 44Q: 3 clusters Score -1.799844e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130672 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -17998618.000000 Penalty: 5879.479004
	Iteration 45Q: 3 clusters Score -1.799862e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131126 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -17998694.000000 Penalty: 5879.479004
	Iteration 46Q: 3 clusters Score -1.799869e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131548 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -17998776.000000 Penalty: 5879.479004
	Iteration 47Q: 3 clusters Score -1.799878e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131979 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -17998910.000000 Penalty: 5879.479004
	Iteration 48Q: 3 clusters Score -1.799891e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132413 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -17999016.000000 Penalty: 5879.479004
	Iteration 49Q: 3 clusters Score -1.799902e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132795 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -17999098.000000 Penalty: 5879.479004
	Iteration 50Q: 3 clusters Score -1.79991e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133153 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -17999180.000000 Penalty: 5879.479004
	Iteration 51Q: 3 clusters Score -1.799918e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133498 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -17999254.000000 Penalty: 5879.479004
	Iteration 52Q: 3 clusters Score -1.799925e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133806 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -17999346.000000 Penalty: 5879.479004
	Iteration 53Q: 3 clusters Score -1.799935e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134097 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -17999366.000000 Penalty: 5879.479004
	Iteration 54Q: 3 clusters Score -1.799937e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134321 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -17999416.000000 Penalty: 5879.479004
	Iteration 55Q: 3 clusters Score -1.799942e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134533 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -17999474.000000 Penalty: 5879.479004
	Iteration 56Q: 3 clusters Score -1.799947e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134738 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -17999512.000000 Penalty: 5879.479004
	Iteration 57Q: 3 clusters Score -1.799951e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134937 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -17999556.000000 Penalty: 5879.479004
	Iteration 58Q: 3 clusters Score -1.799956e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135119 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -17999570.000000 Penalty: 5879.479004
	Iteration 59Q: 3 clusters Score -1.799957e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135309 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -17999628.000000 Penalty: 5879.479004
	Iteration 60F: 3 clusters Score -1.799963e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135475 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -17999664.000000 Penalty: 5879.479004
	Iteration 61Q: 3 clusters Score -1.799966e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135634 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -17999722.000000 Penalty: 5879.479004
	Iteration 62Q: 3 clusters Score -1.799972e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135782 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -17999752.000000 Penalty: 5879.479004
	Iteration 63Q: 3 clusters Score -1.799975e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135897 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -17999806.000000 Penalty: 5879.479004
	Iteration 64Q: 3 clusters Score -1.799981e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135983 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -17999840.000000 Penalty: 5879.479004
	Iteration 65Q: 3 clusters Score -1.799984e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136065 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -17999848.000000 Penalty: 5879.479004
	Iteration 66Q: 3 clusters Score -1.799985e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136137 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -17999864.000000 Penalty: 5879.479004
	Iteration 67Q: 3 clusters Score -1.799986e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136210 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -17999888.000000 Penalty: 5879.479004
	Iteration 68Q: 3 clusters Score -1.799989e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136281 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -17999898.000000 Penalty: 5879.479004
	Iteration 69Q: 3 clusters Score -1.79999e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136336 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -17999922.000000 Penalty: 5879.479004
	Iteration 70Q: 3 clusters Score -1.799992e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136391 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -17999932.000000 Penalty: 5879.479004
	Iteration 71Q: 3 clusters Score -1.799993e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136443 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -17999944.000000 Penalty: 5879.479004
	Iteration 72Q: 3 clusters Score -1.799994e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136478 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -17999950.000000 Penalty: 5879.479004
	Iteration 73Q: 3 clusters Score -1.799995e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136503 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -17999958.000000 Penalty: 5879.479004
	Iteration 74Q: 3 clusters Score -1.799996e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136531 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -17999976.000000 Penalty: 5879.479004
	Iteration 75Q: 3 clusters Score -1.799998e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136565 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -17999966.000000 Penalty: 5879.479004
	Iteration 76Q: 3 clusters Score -1.799997e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136602 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -17999970.000000 Penalty: 5879.479004
	Iteration 77Q: 3 clusters Score -1.799997e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136641 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -17999968.000000 Penalty: 5879.479004
	Iteration 78Q: 3 clusters Score -1.799997e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136679 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -17999960.000000 Penalty: 5879.479004
	Iteration 79Q: 3 clusters Score -1.799996e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136702 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -17999960.000000 Penalty: 5879.479004
	Iteration 80F: 3 clusters Score -1.799996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136718 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -17999952.000000 Penalty: 5879.479004
	Iteration 81Q: 3 clusters Score -1.799995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136737 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -17999970.000000 Penalty: 5879.479004
	Iteration 82Q: 3 clusters Score -1.799997e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136755 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -17999968.000000 Penalty: 5879.479004
	Iteration 83Q: 3 clusters Score -1.799997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136771 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -17999988.000000 Penalty: 5879.479004
	Iteration 84Q: 3 clusters Score -1.799999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136786 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -17999996.000000 Penalty: 5879.479004
	Iteration 85Q: 3 clusters Score -1.8e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136800 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -17999998.000000 Penalty: 5879.479004
	Iteration 86Q: 3 clusters Score -1.8e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136818 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -17999978.000000 Penalty: 5879.479004
	Iteration 87Q: 3 clusters Score -1.799998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136828 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -17999988.000000 Penalty: 5879.479004
	Iteration 88Q: 3 clusters Score -1.799999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136838 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -18000012.000000 Penalty: 5879.479004
	Iteration 89Q: 3 clusters Score -1.800001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136844 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -17999998.000000 Penalty: 5879.479004
	Iteration 90Q: 3 clusters Score -1.8e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136847 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -17999998.000000 Penalty: 5879.479004
	Iteration 91Q: 3 clusters Score -1.8e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136851 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -18000004.000000 Penalty: 5879.479004
	Iteration 92Q: 3 clusters Score -1.8e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136854 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -17999978.000000 Penalty: 5879.479004
	Iteration 93Q: 3 clusters Score -1.799998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136857 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -17999996.000000 Penalty: 5879.479004
	Iteration 94Q: 3 clusters Score -1.8e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136861 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -17999986.000000 Penalty: 5879.479004
	Iteration 95Q: 3 clusters Score -1.799999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136865 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -17999988.000000 Penalty: 5879.479004
	Iteration 96Q: 3 clusters Score -1.799999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136866 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -17999990.000000 Penalty: 5879.479004
	Iteration 97Q: 3 clusters Score -1.799999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136868 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -17999980.000000 Penalty: 5879.479004
	Iteration 98Q: 3 clusters Score -1.799998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136872 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -17999986.000000 Penalty: 5879.479004
	Iteration 99Q: 3 clusters Score -1.799999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136876 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -17999970.000000 Penalty: 5879.479004
	Iteration 100F: 3 clusters Score -1.799997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136877 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -17999980.000000 Penalty: 5879.479004
	Iteration 101Q: 3 clusters Score -1.799998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136877 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -17999980.000000 Penalty: 5879.479004
	Iteration 102F: 3 clusters Score -1.799998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Entering Unmasked Estep 
Score: -2271859.000000 Penalty: 2438.812988
	Iteration 0F: 2 clusters Score -2271859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2258654.500000 Penalty: 4877.625977
	Iteration 0F: 3 clusters Score -2258654 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2263105.750000 Penalty: 4877.625977
	Iteration 1F: 3 clusters Score -2263106 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2263523.750000 Penalty: 4877.625977
	Iteration 2F: 3 clusters Score -2263524 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2263909.000000 Penalty: 4877.625977
	Iteration 3F: 3 clusters Score -2263909 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2264259.000000 Penalty: 4877.625977
	Iteration 4Q: 3 clusters Score -2264259 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2264690.000000 Penalty: 4877.625977
	Iteration 5Q: 3 clusters Score -2264690 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2265310.250000 Penalty: 4877.625977
	Iteration 6F: 3 clusters Score -2265310 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2266219.500000 Penalty: 4877.625977
	Iteration 7F: 3 clusters Score -2266220 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2267261.000000 Penalty: 4877.625977
	Iteration 8F: 3 clusters Score -2267261 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2268251.500000 Penalty: 4877.625977
	Iteration 9F: 3 clusters Score -2268252 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2269026.000000 Penalty: 4877.625977
	Iteration 10Q: 3 clusters Score -2269026 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2269517.250000 Penalty: 4877.625977
	Iteration 11Q: 3 clusters Score -2269517 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2269761.750000 Penalty: 4877.625977
	Iteration 12Q: 3 clusters Score -2269762 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2269911.500000 Penalty: 4877.625977
	Iteration 13Q: 3 clusters Score -2269912 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2270005.750000 Penalty: 4877.625977
	Iteration 14Q: 3 clusters Score -2270006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2270054.750000 Penalty: 4877.625977
	Iteration 15Q: 3 clusters Score -2270055 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2270097.500000 Penalty: 4877.625977
	Iteration 16Q: 3 clusters Score -2270098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2270124.000000 Penalty: 4877.625977
	Iteration 17Q: 3 clusters Score -2270124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2270133.000000 Penalty: 4877.625977
	Iteration 18Q: 3 clusters Score -2270133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2270148.250000 Penalty: 4877.625977
	Iteration 19Q: 3 clusters Score -2270148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2270159.500000 Penalty: 4877.625977
	Iteration 20F: 3 clusters Score -2270160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2270160.500000 Penalty: 4877.625977
	Iteration 21Q: 3 clusters Score -2270160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2270158.500000 Penalty: 4877.625977
	Iteration 22Q: 3 clusters Score -2270158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2270160.750000 Penalty: 4877.625977
	Iteration 23Q: 3 clusters Score -2270161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2270160.750000 Penalty: 4877.625977
	Iteration 24F: 3 clusters Score -2270161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Entering Unmasked Estep 
Score: -591235.437500 Penalty: 2133.635986
	Iteration 0F: 2 clusters Score -591235.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -586472.937500 Penalty: 4267.271973
	Iteration 0F: 3 clusters Score -586472.9 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -587840.562500 Penalty: 4267.271973
	Iteration 1F: 3 clusters Score -587840.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -588327.875000 Penalty: 4267.271973
	Iteration 2F: 3 clusters Score -588327.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -588738.812500 Penalty: 4267.271973
	Iteration 3F: 3 clusters Score -588738.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -589035.062500 Penalty: 4267.271973
	Iteration 4F: 3 clusters Score -589035.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -589270.125000 Penalty: 4267.271973
	Iteration 5F: 3 clusters Score -589270.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -589406.062500 Penalty: 4267.271973
	Iteration 6Q: 3 clusters Score -589406.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -589527.312500 Penalty: 4267.271973
	Iteration 7Q: 3 clusters Score -589527.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -589619.500000 Penalty: 4267.271973
	Iteration 8Q: 3 clusters Score -589619.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -589715.062500 Penalty: 4267.271973
	Iteration 9Q: 3 clusters Score -589715.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -589802.562500 Penalty: 4267.271973
	Iteration 10Q: 3 clusters Score -589802.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -589883.687500 Penalty: 4267.271973
	Iteration 11Q: 3 clusters Score -589883.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -589958.812500 Penalty: 4267.271973
	Iteration 12Q: 3 clusters Score -589958.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -590013.812500 Penalty: 4267.271973
	Iteration 13Q: 3 clusters Score -590013.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -590054.125000 Penalty: 4267.271973
	Iteration 14Q: 3 clusters Score -590054.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -590092.187500 Penalty: 4267.271973
	Iteration 15Q: 3 clusters Score -590092.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -590116.125000 Penalty: 4267.271973
	Iteration 16Q: 3 clusters Score -590116.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -590135.875000 Penalty: 4267.271973
	Iteration 17Q: 3 clusters Score -590135.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -590151.250000 Penalty: 4267.271973
	Iteration 18Q: 3 clusters Score -590151.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -590166.687500 Penalty: 4267.271973
	Iteration 19Q: 3 clusters Score -590166.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -590184.250000 Penalty: 4267.271973
	Iteration 20F: 3 clusters Score -590184.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -590203.875000 Penalty: 4267.271973
	Iteration 21Q: 3 clusters Score -590203.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -590216.375000 Penalty: 4267.271973
	Iteration 22Q: 3 clusters Score -590216.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -590225.937500 Penalty: 4267.271973
	Iteration 23Q: 3 clusters Score -590225.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -590229.875000 Penalty: 4267.271973
	Iteration 24Q: 3 clusters Score -590229.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -590233.312500 Penalty: 4267.271973
	Iteration 25Q: 3 clusters Score -590233.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -590235.312500 Penalty: 4267.271973
	Iteration 26Q: 3 clusters Score -590235.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -590235.375000 Penalty: 4267.271973
	Iteration 27Q: 3 clusters Score -590235.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -590237.125000 Penalty: 4267.271973
	Iteration 28Q: 3 clusters Score -590237.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -590238.187500 Penalty: 4267.271973
	Iteration 29Q: 3 clusters Score -590238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -590240.187500 Penalty: 4267.271973
	Iteration 30Q: 3 clusters Score -590240.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -590241.000000 Penalty: 4267.271973
	Iteration 31Q: 3 clusters Score -590241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -590241.312500 Penalty: 4267.271973
	Iteration 32Q: 3 clusters Score -590241.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -590242.812500 Penalty: 4267.271973
	Iteration 33Q: 3 clusters Score -590242.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -590244.562500 Penalty: 4267.271973
	Iteration 34Q: 3 clusters Score -590244.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -590245.187500 Penalty: 4267.271973
	Iteration 35Q: 3 clusters Score -590245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -590245.125000 Penalty: 4267.271973
	Iteration 36Q: 3 clusters Score -590245.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -590245.125000 Penalty: 4267.271973
	Iteration 37F: 3 clusters Score -590245.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (57419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57419 members 
Entering Unmasked Estep 
Score: -6804452.000000 Penalty: 2717.616455
	Iteration 0F: 2 clusters Score -6804452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -6765944.500000 Penalty: 5435.232910
	Iteration 0F: 3 clusters Score -6765944 nChanged 26462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -6780894.000000 Penalty: 5435.232910
	Iteration 1F: 3 clusters Score -6780894 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -6782059.000000 Penalty: 5435.232910
	Iteration 2Q: 3 clusters Score -6782059 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -6783485.000000 Penalty: 5435.232910
	Iteration 3F: 3 clusters Score -6783485 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -6785215.500000 Penalty: 5435.232910
	Iteration 4F: 3 clusters Score -6785216 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -6787320.500000 Penalty: 5435.232910
	Iteration 5F: 3 clusters Score -6787320 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -6789604.000000 Penalty: 5435.232910
	Iteration 6F: 3 clusters Score -6789604 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -6791830.500000 Penalty: 5435.232910
	Iteration 7F: 3 clusters Score -6791830 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -6793794.500000 Penalty: 5435.232910
	Iteration 8F: 3 clusters Score -6793794 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -6795335.500000 Penalty: 5435.232910
	Iteration 9Q: 3 clusters Score -6795336 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -6796339.000000 Penalty: 5435.232910
	Iteration 10Q: 3 clusters Score -6796339 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -6796891.000000 Penalty: 5435.232910
	Iteration 11Q: 3 clusters Score -6796891 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -6797198.000000 Penalty: 5435.232910
	Iteration 12Q: 3 clusters Score -6797198 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -6797388.500000 Penalty: 5435.232910
	Iteration 13Q: 3 clusters Score -6797388 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -6797544.500000 Penalty: 5435.232910
	Iteration 14Q: 3 clusters Score -6797544 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -6797679.000000 Penalty: 5435.232910
	Iteration 15Q: 3 clusters Score -6797679 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -6797820.000000 Penalty: 5435.232910
	Iteration 16Q: 3 clusters Score -6797820 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -6797890.500000 Penalty: 5435.232910
	Iteration 17Q: 3 clusters Score -6797890 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -6797951.500000 Penalty: 5435.232910
	Iteration 18Q: 3 clusters Score -6797952 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -6798023.500000 Penalty: 5435.232910
	Iteration 19Q: 3 clusters Score -6798024 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -6798064.500000 Penalty: 5435.232910
	Iteration 20F: 3 clusters Score -6798064 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -6798148.500000 Penalty: 5435.232910
	Iteration 21Q: 3 clusters Score -6798148 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -6798173.500000 Penalty: 5435.232910
	Iteration 22Q: 3 clusters Score -6798174 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -6798189.500000 Penalty: 5435.232910
	Iteration 23Q: 3 clusters Score -6798190 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -6798218.000000 Penalty: 5435.232910
	Iteration 24Q: 3 clusters Score -6798218 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -6798278.500000 Penalty: 5435.232910
	Iteration 25Q: 3 clusters Score -6798278 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -6798289.000000 Penalty: 5435.232910
	Iteration 26Q: 3 clusters Score -6798289 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -6798289.000000 Penalty: 5435.232910
	Iteration 27Q: 3 clusters Score -6798289 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -6798338.500000 Penalty: 5435.232910
	Iteration 28Q: 3 clusters Score -6798338 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -6798374.500000 Penalty: 5435.232910
	Iteration 29Q: 3 clusters Score -6798374 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -6798395.500000 Penalty: 5435.232910
	Iteration 30Q: 3 clusters Score -6798396 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -6798419.500000 Penalty: 5435.232910
	Iteration 31Q: 3 clusters Score -6798420 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -6798448.500000 Penalty: 5435.232910
	Iteration 32Q: 3 clusters Score -6798448 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -6798488.500000 Penalty: 5435.232910
	Iteration 33Q: 3 clusters Score -6798488 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -6798507.500000 Penalty: 5435.232910
	Iteration 34Q: 3 clusters Score -6798508 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -6798536.000000 Penalty: 5435.232910
	Iteration 35Q: 3 clusters Score -6798536 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -6798564.000000 Penalty: 5435.232910
	Iteration 36Q: 3 clusters Score -6798564 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -6798564.000000 Penalty: 5435.232910
	Iteration 37Q: 3 clusters Score -6798564 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -6798571.000000 Penalty: 5435.232910
	Iteration 38Q: 3 clusters Score -6798571 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -6798598.500000 Penalty: 5435.232910
	Iteration 39Q: 3 clusters Score -6798598 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -6798596.500000 Penalty: 5435.232910
	Iteration 40F: 3 clusters Score -6798596 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -6798619.000000 Penalty: 5435.232910
	Iteration 41Q: 3 clusters Score -6798619 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -6798629.500000 Penalty: 5435.232910
	Iteration 42Q: 3 clusters Score -6798630 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -6798642.500000 Penalty: 5435.232910
	Iteration 43Q: 3 clusters Score -6798642 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -6798670.500000 Penalty: 5435.232910
	Iteration 44Q: 3 clusters Score -6798670 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -6798672.500000 Penalty: 5435.232910
	Iteration 45Q: 3 clusters Score -6798672 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -6798669.500000 Penalty: 5435.232910
	Iteration 46Q: 3 clusters Score -6798670 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -6798670.000000 Penalty: 5435.232910
	Iteration 47Q: 3 clusters Score -6798670 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -6798695.000000 Penalty: 5435.232910
	Iteration 48Q: 3 clusters Score -6798695 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -6798699.500000 Penalty: 5435.232910
	Iteration 49Q: 3 clusters Score -6798700 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -6798739.000000 Penalty: 5435.232910
	Iteration 50Q: 3 clusters Score -6798739 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -6798757.500000 Penalty: 5435.232910
	Iteration 51Q: 3 clusters Score -6798758 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -6798784.000000 Penalty: 5435.232910
	Iteration 52Q: 3 clusters Score -6798784 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -6798778.500000 Penalty: 5435.232910
	Iteration 53Q: 3 clusters Score -6798778 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -6798782.500000 Penalty: 5435.232910
	Iteration 54Q: 3 clusters Score -6798782 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -6798802.000000 Penalty: 5435.232910
	Iteration 55Q: 3 clusters Score -6798802 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -6798825.500000 Penalty: 5435.232910
	Iteration 56Q: 3 clusters Score -6798826 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -6798857.500000 Penalty: 5435.232910
	Iteration 57Q: 3 clusters Score -6798858 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -6798859.000000 Penalty: 5435.232910
	Iteration 58Q: 3 clusters Score -6798859 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -6798904.000000 Penalty: 5435.232910
	Iteration 59Q: 3 clusters Score -6798904 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -6798906.500000 Penalty: 5435.232910
	Iteration 60F: 3 clusters Score -6798906 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -6798934.000000 Penalty: 5435.232910
	Iteration 61Q: 3 clusters Score -6798934 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -6798978.500000 Penalty: 5435.232910
	Iteration 62Q: 3 clusters Score -6798978 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -6798987.500000 Penalty: 5435.232910
	Iteration 63Q: 3 clusters Score -6798988 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -6799052.000000 Penalty: 5435.232910
	Iteration 64Q: 3 clusters Score -6799052 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -6799084.000000 Penalty: 5435.232910
	Iteration 65Q: 3 clusters Score -6799084 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -6799109.000000 Penalty: 5435.232910
	Iteration 66Q: 3 clusters Score -6799109 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -6799175.500000 Penalty: 5435.232910
	Iteration 67Q: 3 clusters Score -6799176 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -6799225.000000 Penalty: 5435.232910
	Iteration 68Q: 3 clusters Score -6799225 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -6799284.500000 Penalty: 5435.232910
	Iteration 69Q: 3 clusters Score -6799284 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -6799327.000000 Penalty: 5435.232910
	Iteration 70Q: 3 clusters Score -6799327 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -6799358.000000 Penalty: 5435.232910
	Iteration 71Q: 3 clusters Score -6799358 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -6799439.000000 Penalty: 5435.232910
	Iteration 72Q: 3 clusters Score -6799439 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -6799518.500000 Penalty: 5435.232910
	Iteration 73Q: 3 clusters Score -6799518 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -6799628.500000 Penalty: 5435.232910
	Iteration 74Q: 3 clusters Score -6799628 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -6799705.500000 Penalty: 5435.232910
	Iteration 75Q: 3 clusters Score -6799706 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -6799813.000000 Penalty: 5435.232910
	Iteration 76Q: 3 clusters Score -6799813 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -6799925.500000 Penalty: 5435.232910
	Iteration 77Q: 3 clusters Score -6799926 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -6800102.500000 Penalty: 5435.232910
	Iteration 78Q: 3 clusters Score -6800102 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -6800243.000000 Penalty: 5435.232910
	Iteration 79Q: 3 clusters Score -6800243 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -6800413.500000 Penalty: 5435.232910
	Iteration 80F: 3 clusters Score -6800414 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -6800602.000000 Penalty: 5435.232910
	Iteration 81Q: 3 clusters Score -6800602 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -6800796.000000 Penalty: 5435.232910
	Iteration 82Q: 3 clusters Score -6800796 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -6800957.500000 Penalty: 5435.232910
	Iteration 83Q: 3 clusters Score -6800958 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -6801176.000000 Penalty: 5435.232910
	Iteration 84Q: 3 clusters Score -6801176 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -6801332.500000 Penalty: 5435.232910
	Iteration 85Q: 3 clusters Score -6801332 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -6801514.000000 Penalty: 5435.232910
	Iteration 86Q: 3 clusters Score -6801514 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -6801704.000000 Penalty: 5435.232910
	Iteration 87Q: 3 clusters Score -6801704 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -6801858.500000 Penalty: 5435.232910
	Iteration 88Q: 3 clusters Score -6801858 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -6802031.000000 Penalty: 5435.232910
	Iteration 89Q: 3 clusters Score -6802031 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -6802227.500000 Penalty: 5435.232910
	Iteration 90Q: 3 clusters Score -6802228 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -6802436.500000 Penalty: 5435.232910
	Iteration 91Q: 3 clusters Score -6802436 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -6802704.500000 Penalty: 5435.232910
	Iteration 92Q: 3 clusters Score -6802704 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -6802970.000000 Penalty: 5435.232910
	Iteration 93Q: 3 clusters Score -6802970 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -6803225.000000 Penalty: 5435.232910
	Iteration 94Q: 3 clusters Score -6803225 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -6803429.500000 Penalty: 5435.232910
	Iteration 95Q: 3 clusters Score -6803430 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -6803516.000000 Penalty: 5435.232910
	Iteration 96Q: 3 clusters Score -6803516 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -6803580.000000 Penalty: 5435.232910
	Iteration 97Q: 3 clusters Score -6803580 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -6803593.000000 Penalty: 5435.232910
	Iteration 98Q: 3 clusters Score -6803593 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -6803615.000000 Penalty: 5435.232910
	Iteration 99Q: 3 clusters Score -6803615 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -6803615.500000 Penalty: 5435.232910
	Iteration 100F: 3 clusters Score -6803616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -6803633.000000 Penalty: 5435.232910
	Iteration 101Q: 3 clusters Score -6803633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -6803635.500000 Penalty: 5435.232910
	Iteration 102Q: 3 clusters Score -6803636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -6803638.000000 Penalty: 5435.232910
	Iteration 103Q: 3 clusters Score -6803638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -6803643.000000 Penalty: 5435.232910
	Iteration 104Q: 3 clusters Score -6803643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -6803646.000000 Penalty: 5435.232910
	Iteration 105Q: 3 clusters Score -6803646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -6803630.500000 Penalty: 5435.232910
	Iteration 106Q: 3 clusters Score -6803630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -6803633.500000 Penalty: 5435.232910
	Iteration 107Q: 3 clusters Score -6803634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -6803633.000000 Penalty: 5435.232910
	Iteration 108Q: 3 clusters Score -6803633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -6803647.500000 Penalty: 5435.232910
	Iteration 109Q: 3 clusters Score -6803648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -6803643.000000 Penalty: 5435.232910
	Iteration 110Q: 3 clusters Score -6803643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -6803652.000000 Penalty: 5435.232910
	Iteration 111Q: 3 clusters Score -6803652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -6803652.000000 Penalty: 5435.232910
	Iteration 112Q: 3 clusters Score -6803652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -6803650.000000 Penalty: 5435.232910
	Iteration 113Q: 3 clusters Score -6803650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -6803650.000000 Penalty: 5435.232910
	Iteration 114F: 3 clusters Score -6803650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (97676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97676 members 
Entering Unmasked Estep 
Score: -12670293.000000 Penalty: 2849.374023
	Iteration 0F: 2 clusters Score -1.267029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -12605051.000000 Penalty: 5698.748047
	Iteration 0F: 3 clusters Score -1.260505e+07 nChanged 46060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -12630948.000000 Penalty: 5698.748047
	Iteration 1F: 3 clusters Score -1.263095e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -12631525.000000 Penalty: 5698.748047
	Iteration 2Q: 3 clusters Score -1.263152e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -12632274.000000 Penalty: 5698.748047
	Iteration 3Q: 3 clusters Score -1.263227e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -12633493.000000 Penalty: 5698.748047
	Iteration 4Q: 3 clusters Score -1.263349e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60381 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -12635523.000000 Penalty: 5698.748047
	Iteration 5Q: 3 clusters Score -1.263552e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66373 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -12639283.000000 Penalty: 5698.748047
	Iteration 6F: 3 clusters Score -1.263928e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74169 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -12645454.000000 Penalty: 5698.748047
	Iteration 7F: 3 clusters Score -1.264545e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82931 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -12653500.000000 Penalty: 5698.748047
	Iteration 8F: 3 clusters Score -1.26535e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90121 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -12660475.000000 Penalty: 5698.748047
	Iteration 9F: 3 clusters Score -1.266048e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94494 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -12664845.000000 Penalty: 5698.748047
	Iteration 10Q: 3 clusters Score -1.266484e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96437 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -12666600.000000 Penalty: 5698.748047
	Iteration 11Q: 3 clusters Score -1.26666e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97091 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -12667270.000000 Penalty: 5698.748047
	Iteration 12Q: 3 clusters Score -1.266727e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97303 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -12667528.000000 Penalty: 5698.748047
	Iteration 13Q: 3 clusters Score -1.266753e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97376 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -12667659.000000 Penalty: 5698.748047
	Iteration 14Q: 3 clusters Score -1.266766e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97403 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -12667702.000000 Penalty: 5698.748047
	Iteration 15Q: 3 clusters Score -1.26677e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97416 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12667731.000000 Penalty: 5698.748047
	Iteration 16Q: 3 clusters Score -1.266773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97425 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -12667775.000000 Penalty: 5698.748047
	Iteration 17Q: 3 clusters Score -1.266778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -12667804.000000 Penalty: 5698.748047
	Iteration 18Q: 3 clusters Score -1.26678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97445 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -12667814.000000 Penalty: 5698.748047
	Iteration 19Q: 3 clusters Score -1.266781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97446 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -12667831.000000 Penalty: 5698.748047
	Iteration 20F: 3 clusters Score -1.266783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97448 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -12667835.000000 Penalty: 5698.748047
	Iteration 21Q: 3 clusters Score -1.266784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97452 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -12667850.000000 Penalty: 5698.748047
	Iteration 22Q: 3 clusters Score -1.266785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -12667843.000000 Penalty: 5698.748047
	Iteration 23Q: 3 clusters Score -1.266784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97457 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12667849.000000 Penalty: 5698.748047
	Iteration 24Q: 3 clusters Score -1.266785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97457 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12667849.000000 Penalty: 5698.748047
	Iteration 25Q: 3 clusters Score -1.266785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97458 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12667851.000000 Penalty: 5698.748047
	Iteration 26Q: 3 clusters Score -1.266785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97458 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12667851.000000 Penalty: 5698.748047
	Iteration 27F: 3 clusters Score -1.266785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Entering Unmasked Estep 
Score: -1054340.375000 Penalty: 2233.066406
	Iteration 0F: 2 clusters Score -1054340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1047825.437500 Penalty: 4466.132812
	Iteration 0F: 3 clusters Score -1047825 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1049614.875000 Penalty: 4466.132812
	Iteration 1F: 3 clusters Score -1049615 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1049901.000000 Penalty: 4466.132812
	Iteration 2F: 3 clusters Score -1049901 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1050077.625000 Penalty: 4466.132812
	Iteration 3Q: 3 clusters Score -1050078 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1050203.625000 Penalty: 4466.132812
	Iteration 4Q: 3 clusters Score -1050204 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1050305.625000 Penalty: 4466.132812
	Iteration 5Q: 3 clusters Score -1050306 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1050382.500000 Penalty: 4466.132812
	Iteration 6Q: 3 clusters Score -1050382 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1050463.625000 Penalty: 4466.132812
	Iteration 7Q: 3 clusters Score -1050464 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1050534.250000 Penalty: 4466.132812
	Iteration 8Q: 3 clusters Score -1050534 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1050614.750000 Penalty: 4466.132812
	Iteration 9Q: 3 clusters Score -1050615 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1050691.125000 Penalty: 4466.132812
	Iteration 10Q: 3 clusters Score -1050691 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1050763.625000 Penalty: 4466.132812
	Iteration 11Q: 3 clusters Score -1050764 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1050851.875000 Penalty: 4466.132812
	Iteration 12Q: 3 clusters Score -1050852 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1050967.500000 Penalty: 4466.132812
	Iteration 13Q: 3 clusters Score -1050968 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1051097.500000 Penalty: 4466.132812
	Iteration 14Q: 3 clusters Score -1051098 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1051241.125000 Penalty: 4466.132812
	Iteration 15Q: 3 clusters Score -1051241 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1051389.125000 Penalty: 4466.132812
	Iteration 16Q: 3 clusters Score -1051389 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1051534.875000 Penalty: 4466.132812
	Iteration 17Q: 3 clusters Score -1051535 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1051679.625000 Penalty: 4466.132812
	Iteration 18Q: 3 clusters Score -1051680 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1051798.375000 Penalty: 4466.132812
	Iteration 19Q: 3 clusters Score -1051798 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1051896.250000 Penalty: 4466.132812
	Iteration 20F: 3 clusters Score -1051896 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1052002.750000 Penalty: 4466.132812
	Iteration 21Q: 3 clusters Score -1052003 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1052089.875000 Penalty: 4466.132812
	Iteration 22Q: 3 clusters Score -1052090 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1052165.500000 Penalty: 4466.132812
	Iteration 23Q: 3 clusters Score -1052166 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1052217.750000 Penalty: 4466.132812
	Iteration 24Q: 3 clusters Score -1052218 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1052275.625000 Penalty: 4466.132812
	Iteration 25Q: 3 clusters Score -1052276 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1052327.875000 Penalty: 4466.132812
	Iteration 26Q: 3 clusters Score -1052328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1052362.125000 Penalty: 4466.132812
	Iteration 27Q: 3 clusters Score -1052362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1052379.250000 Penalty: 4466.132812
	Iteration 28Q: 3 clusters Score -1052379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1052384.375000 Penalty: 4466.132812
	Iteration 29Q: 3 clusters Score -1052384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1052389.375000 Penalty: 4466.132812
	Iteration 30Q: 3 clusters Score -1052389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1052393.875000 Penalty: 4466.132812
	Iteration 31Q: 3 clusters Score -1052394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1052400.375000 Penalty: 4466.132812
	Iteration 32Q: 3 clusters Score -1052400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1052404.000000 Penalty: 4466.132812
	Iteration 33Q: 3 clusters Score -1052404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1052412.250000 Penalty: 4466.132812
	Iteration 34Q: 3 clusters Score -1052412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1052417.250000 Penalty: 4466.132812
	Iteration 35Q: 3 clusters Score -1052417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1052418.625000 Penalty: 4466.132812
	Iteration 36Q: 3 clusters Score -1052419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1052420.250000 Penalty: 4466.132812
	Iteration 37Q: 3 clusters Score -1052420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1052421.125000 Penalty: 4466.132812
	Iteration 38Q: 3 clusters Score -1052421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1052428.375000 Penalty: 4466.132812
	Iteration 39Q: 3 clusters Score -1052428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1052433.750000 Penalty: 4466.132812
	Iteration 40F: 3 clusters Score -1052434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1052439.375000 Penalty: 4466.132812
	Iteration 41Q: 3 clusters Score -1052439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1052444.750000 Penalty: 4466.132812
	Iteration 42Q: 3 clusters Score -1052445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1052450.625000 Penalty: 4466.132812
	Iteration 43Q: 3 clusters Score -1052451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1052455.375000 Penalty: 4466.132812
	Iteration 44Q: 3 clusters Score -1052455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1052455.625000 Penalty: 4466.132812
	Iteration 45Q: 3 clusters Score -1052456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1052457.375000 Penalty: 4466.132812
	Iteration 46Q: 3 clusters Score -1052457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1052460.000000 Penalty: 4466.132812
	Iteration 47Q: 3 clusters Score -1052460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1052463.000000 Penalty: 4466.132812
	Iteration 48Q: 3 clusters Score -1052463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1052463.000000 Penalty: 4466.132812
	Iteration 49Q: 3 clusters Score -1052463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1052465.875000 Penalty: 4466.132812
	Iteration 50Q: 3 clusters Score -1052466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1052465.875000 Penalty: 4466.132812
	Iteration 51F: 3 clusters Score -1052466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (179537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179537 members 
Entering Unmasked Estep 
Score: -23197706.000000 Penalty: 3000.337891
	Iteration 0F: 2 clusters Score -2.319771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89967 members 
Mstep: Class 2 contains 89570 members 
Entering Unmasked Estep 
Score: -23086270.000000 Penalty: 6000.675781
	Iteration 0F: 3 clusters Score -2.308627e+07 nChanged 85997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90316 members 
Mstep: Class 2 contains 89221 members 
Entering Unmasked Estep 
Score: -23136272.000000 Penalty: 6000.675781
	Iteration 1F: 3 clusters Score -2.313627e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89890 members 
Mstep: Class 2 contains 89647 members 
Entering Unmasked Estep 
Score: -23137920.000000 Penalty: 6000.675781
	Iteration 2Q: 3 clusters Score -2.313792e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88953 members 
Mstep: Class 2 contains 90584 members 
Entering Unmasked Estep 
Score: -23139924.000000 Penalty: 6000.675781
	Iteration 3Q: 3 clusters Score -2.313992e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87258 members 
Mstep: Class 2 contains 92279 members 
Entering Unmasked Estep 
Score: -23143014.000000 Penalty: 6000.675781
	Iteration 4Q: 3 clusters Score -2.314301e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84914 members 
Mstep: Class 2 contains 94623 members 
Entering Unmasked Estep 
Score: -23147766.000000 Penalty: 6000.675781
	Iteration 5F: 3 clusters Score -2.314777e+07 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82107 members 
Mstep: Class 2 contains 97430 members 
Entering Unmasked Estep 
Score: -23153830.000000 Penalty: 6000.675781
	Iteration 6F: 3 clusters Score -2.315383e+07 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79303 members 
Mstep: Class 2 contains 100234 members 
Entering Unmasked Estep 
Score: -23160022.000000 Penalty: 6000.675781
	Iteration 7F: 3 clusters Score -2.316002e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 102769 members 
Entering Unmasked Estep 
Score: -23164902.000000 Penalty: 6000.675781
	Iteration 8F: 3 clusters Score -2.31649e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 104775 members 
Entering Unmasked Estep 
Score: -23167834.000000 Penalty: 6000.675781
	Iteration 9Q: 3 clusters Score -2.316783e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73132 members 
Mstep: Class 2 contains 106405 members 
Entering Unmasked Estep 
Score: -23169136.000000 Penalty: 6000.675781
	Iteration 10Q: 3 clusters Score -2.316914e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71675 members 
Mstep: Class 2 contains 107862 members 
Entering Unmasked Estep 
Score: -23169906.000000 Penalty: 6000.675781
	Iteration 11Q: 3 clusters Score -2.316991e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70302 members 
Mstep: Class 2 contains 109235 members 
Entering Unmasked Estep 
Score: -23170286.000000 Penalty: 6000.675781
	Iteration 12Q: 3 clusters Score -2.317029e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68767 members 
Mstep: Class 2 contains 110770 members 
Entering Unmasked Estep 
Score: -23170394.000000 Penalty: 6000.675781
	Iteration 13Q: 3 clusters Score -2.317039e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67026 members 
Mstep: Class 2 contains 112511 members 
Entering Unmasked Estep 
Score: -23170566.000000 Penalty: 6000.675781
	Iteration 14Q: 3 clusters Score -2.317057e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 114411 members 
Entering Unmasked Estep 
Score: -23170686.000000 Penalty: 6000.675781
	Iteration 15Q: 3 clusters Score -2.317069e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 116683 members 
Entering Unmasked Estep 
Score: -23170926.000000 Penalty: 6000.675781
	Iteration 16Q: 3 clusters Score -2.317093e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60220 members 
Mstep: Class 2 contains 119317 members 
Entering Unmasked Estep 
Score: -23171146.000000 Penalty: 6000.675781
	Iteration 17Q: 3 clusters Score -2.317115e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 122323 members 
Entering Unmasked Estep 
Score: -23171606.000000 Penalty: 6000.675781
	Iteration 18Q: 3 clusters Score -2.317161e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 125829 members 
Entering Unmasked Estep 
Score: -23172360.000000 Penalty: 6000.675781
	Iteration 19Q: 3 clusters Score -2.317236e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 129921 members 
Entering Unmasked Estep 
Score: -23173306.000000 Penalty: 6000.675781
	Iteration 20F: 3 clusters Score -2.317331e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 134743 members 
Entering Unmasked Estep 
Score: -23174824.000000 Penalty: 6000.675781
	Iteration 21Q: 3 clusters Score -2.317482e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 140232 members 
Entering Unmasked Estep 
Score: -23176870.000000 Penalty: 6000.675781
	Iteration 22Q: 3 clusters Score -2.317687e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 146231 members 
Entering Unmasked Estep 
Score: -23179330.000000 Penalty: 6000.675781
	Iteration 23Q: 3 clusters Score -2.317933e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 152496 members 
Entering Unmasked Estep 
Score: -23182642.000000 Penalty: 6000.675781
	Iteration 24Q: 3 clusters Score -2.318264e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 158824 members 
Entering Unmasked Estep 
Score: -23186022.000000 Penalty: 6000.675781
	Iteration 25Q: 3 clusters Score -2.318602e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 164598 members 
Entering Unmasked Estep 
Score: -23189172.000000 Penalty: 6000.675781
	Iteration 26Q: 3 clusters Score -2.318917e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 169332 members 
Entering Unmasked Estep 
Score: -23191180.000000 Penalty: 6000.675781
	Iteration 27Q: 3 clusters Score -2.319118e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 172827 members 
Entering Unmasked Estep 
Score: -23192918.000000 Penalty: 6000.675781
	Iteration 28Q: 3 clusters Score -2.319292e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 175097 members 
Entering Unmasked Estep 
Score: -23193826.000000 Penalty: 6000.675781
	Iteration 29Q: 3 clusters Score -2.319383e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 176490 members 
Entering Unmasked Estep 
Score: -23194538.000000 Penalty: 6000.675781
	Iteration 30Q: 3 clusters Score -2.319454e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 177325 members 
Entering Unmasked Estep 
Score: -23194766.000000 Penalty: 6000.675781
	Iteration 31Q: 3 clusters Score -2.319477e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 177806 members 
Entering Unmasked Estep 
Score: -23194956.000000 Penalty: 6000.675781
	Iteration 32Q: 3 clusters Score -2.319496e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 178129 members 
Entering Unmasked Estep 
Score: -23195094.000000 Penalty: 6000.675781
	Iteration 33Q: 3 clusters Score -2.319509e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 178326 members 
Entering Unmasked Estep 
Score: -23195184.000000 Penalty: 6000.675781
	Iteration 34Q: 3 clusters Score -2.319518e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 178454 members 
Entering Unmasked Estep 
Score: -23195216.000000 Penalty: 6000.675781
	Iteration 35Q: 3 clusters Score -2.319522e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 178527 members 
Entering Unmasked Estep 
Score: -23195252.000000 Penalty: 6000.675781
	Iteration 36Q: 3 clusters Score -2.319525e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 178594 members 
Entering Unmasked Estep 
Score: -23195264.000000 Penalty: 6000.675781
	Iteration 37Q: 3 clusters Score -2.319526e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 178649 members 
Entering Unmasked Estep 
Score: -23195292.000000 Penalty: 6000.675781
	Iteration 38Q: 3 clusters Score -2.319529e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 178681 members 
Entering Unmasked Estep 
Score: -23195290.000000 Penalty: 6000.675781
	Iteration 39Q: 3 clusters Score -2.319529e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 178709 members 
Entering Unmasked Estep 
Score: -23195306.000000 Penalty: 6000.675781
	Iteration 40F: 3 clusters Score -2.319531e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 178742 members 
Entering Unmasked Estep 
Score: -23195292.000000 Penalty: 6000.675781
	Iteration 41Q: 3 clusters Score -2.319529e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 178769 members 
Entering Unmasked Estep 
Score: -23195312.000000 Penalty: 6000.675781
	Iteration 42Q: 3 clusters Score -2.319531e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 178785 members 
Entering Unmasked Estep 
Score: -23195342.000000 Penalty: 6000.675781
	Iteration 43Q: 3 clusters Score -2.319534e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 178799 members 
Entering Unmasked Estep 
Score: -23195322.000000 Penalty: 6000.675781
	Iteration 44Q: 3 clusters Score -2.319532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 178810 members 
Entering Unmasked Estep 
Score: -23195308.000000 Penalty: 6000.675781
	Iteration 45Q: 3 clusters Score -2.319531e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 178826 members 
Entering Unmasked Estep 
Score: -23195328.000000 Penalty: 6000.675781
	Iteration 46Q: 3 clusters Score -2.319533e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 178833 members 
Entering Unmasked Estep 
Score: -23195336.000000 Penalty: 6000.675781
	Iteration 47Q: 3 clusters Score -2.319534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 178840 members 
Entering Unmasked Estep 
Score: -23195342.000000 Penalty: 6000.675781
	Iteration 48Q: 3 clusters Score -2.319534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 178845 members 
Entering Unmasked Estep 
Score: -23195340.000000 Penalty: 6000.675781
	Iteration 49Q: 3 clusters Score -2.319534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 178849 members 
Entering Unmasked Estep 
Score: -23195336.000000 Penalty: 6000.675781
	Iteration 50Q: 3 clusters Score -2.319534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 178851 members 
Entering Unmasked Estep 
Score: -23195356.000000 Penalty: 6000.675781
	Iteration 51Q: 3 clusters Score -2.319536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 178852 members 
Entering Unmasked Estep 
Score: -23195350.000000 Penalty: 6000.675781
	Iteration 52Q: 3 clusters Score -2.319535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 178854 members 
Entering Unmasked Estep 
Score: -23195350.000000 Penalty: 6000.675781
	Iteration 53Q: 3 clusters Score -2.319535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 178858 members 
Entering Unmasked Estep 
Score: -23195352.000000 Penalty: 6000.675781
	Iteration 54Q: 3 clusters Score -2.319535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 178863 members 
Entering Unmasked Estep 
Score: -23195346.000000 Penalty: 6000.675781
	Iteration 55Q: 3 clusters Score -2.319535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 178866 members 
Entering Unmasked Estep 
Score: -23195342.000000 Penalty: 6000.675781
	Iteration 56Q: 3 clusters Score -2.319534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 178869 members 
Entering Unmasked Estep 
Score: -23195350.000000 Penalty: 6000.675781
	Iteration 57Q: 3 clusters Score -2.319535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 178871 members 
Entering Unmasked Estep 
Score: -23195348.000000 Penalty: 6000.675781
	Iteration 58Q: 3 clusters Score -2.319535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 178872 members 
Entering Unmasked Estep 
Score: -23195354.000000 Penalty: 6000.675781
	Iteration 59Q: 3 clusters Score -2.319535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 178875 members 
Entering Unmasked Estep 
Score: -23195346.000000 Penalty: 6000.675781
	Iteration 60F: 3 clusters Score -2.319535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 178879 members 
Entering Unmasked Estep 
Score: -23195330.000000 Penalty: 6000.675781
	Iteration 61Q: 3 clusters Score -2.319533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 178883 members 
Entering Unmasked Estep 
Score: -23195344.000000 Penalty: 6000.675781
	Iteration 62Q: 3 clusters Score -2.319534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 178882 members 
Entering Unmasked Estep 
Score: -23195350.000000 Penalty: 6000.675781
	Iteration 63Q: 3 clusters Score -2.319535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 178884 members 
Entering Unmasked Estep 
Score: -23195346.000000 Penalty: 6000.675781
	Iteration 64Q: 3 clusters Score -2.319535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 178886 members 
Entering Unmasked Estep 
Score: -23195348.000000 Penalty: 6000.675781
	Iteration 65Q: 3 clusters Score -2.319535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 178885 members 
Entering Unmasked Estep 
Score: -23195344.000000 Penalty: 6000.675781
	Iteration 66Q: 3 clusters Score -2.319534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 178883 members 
Entering Unmasked Estep 
Score: -23195342.000000 Penalty: 6000.675781
	Iteration 67Q: 3 clusters Score -2.319534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 178883 members 
Entering Unmasked Estep 
Score: -23195342.000000 Penalty: 6000.675781
	Iteration 68F: 3 clusters Score -2.319534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -76000.085938 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -76000.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74397.671875 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -74397.67 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74663.007812 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -74663.01 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74790.726562 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -74790.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74849.007812 Penalty: 3231.297607
	Iteration 3Q: 3 clusters Score -74849.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74875.250000 Penalty: 3231.297607
	Iteration 4Q: 3 clusters Score -74875.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74884.937500 Penalty: 3231.297607
	Iteration 5Q: 3 clusters Score -74884.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74888.343750 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -74888.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -74888.726562 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -74888.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74890.695312 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -74890.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74893.429688 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -74893.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74897.882812 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -74897.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74900.023438 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -74900.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74903.820312 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -74903.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74907.484375 Penalty: 3231.297607
	Iteration 13Q: 3 clusters Score -74907.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74907.484375 Penalty: 3231.297607
	Iteration 14F: 3 clusters Score -74907.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (84812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84812 members 
Entering Unmasked Estep 
Score: -10988935.000000 Penalty: 2814.351562
	Iteration 0F: 2 clusters Score -1.098894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -10931800.000000 Penalty: 5628.703125
	Iteration 0F: 3 clusters Score -1.09318e+07 nChanged 40137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -10955115.000000 Penalty: 5628.703125
	Iteration 1F: 3 clusters Score -1.095512e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -10956483.000000 Penalty: 5628.703125
	Iteration 2Q: 3 clusters Score -1.095648e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -10958347.000000 Penalty: 5628.703125
	Iteration 3F: 3 clusters Score -1.095835e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -10961549.000000 Penalty: 5628.703125
	Iteration 4F: 3 clusters Score -1.096155e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -10966448.000000 Penalty: 5628.703125
	Iteration 5F: 3 clusters Score -1.096645e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70526 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -10973243.000000 Penalty: 5628.703125
	Iteration 6F: 3 clusters Score -1.097324e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76877 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -10979539.000000 Penalty: 5628.703125
	Iteration 7F: 3 clusters Score -1.097954e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80804 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -10983420.000000 Penalty: 5628.703125
	Iteration 8Q: 3 clusters Score -1.098342e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82721 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -10985260.000000 Penalty: 5628.703125
	Iteration 9Q: 3 clusters Score -1.098526e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83507 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -10985943.000000 Penalty: 5628.703125
	Iteration 10Q: 3 clusters Score -1.098594e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83856 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -10986278.000000 Penalty: 5628.703125
	Iteration 11Q: 3 clusters Score -1.098628e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84002 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -10986403.000000 Penalty: 5628.703125
	Iteration 12Q: 3 clusters Score -1.09864e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10986464.000000 Penalty: 5628.703125
	Iteration 13Q: 3 clusters Score -1.098646e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84122 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -10986510.000000 Penalty: 5628.703125
	Iteration 14Q: 3 clusters Score -1.098651e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84164 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10986550.000000 Penalty: 5628.703125
	Iteration 15Q: 3 clusters Score -1.098655e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84189 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -10986575.000000 Penalty: 5628.703125
	Iteration 16Q: 3 clusters Score -1.098658e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10986600.000000 Penalty: 5628.703125
	Iteration 17Q: 3 clusters Score -1.09866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84222 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10986610.000000 Penalty: 5628.703125
	Iteration 18Q: 3 clusters Score -1.098661e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84233 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10986631.000000 Penalty: 5628.703125
	Iteration 19Q: 3 clusters Score -1.098663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84242 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10986639.000000 Penalty: 5628.703125
	Iteration 20F: 3 clusters Score -1.098664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84247 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -10986648.000000 Penalty: 5628.703125
	Iteration 21Q: 3 clusters Score -1.098665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84252 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10986657.000000 Penalty: 5628.703125
	Iteration 22Q: 3 clusters Score -1.098666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10986668.000000 Penalty: 5628.703125
	Iteration 23Q: 3 clusters Score -1.098667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10986665.000000 Penalty: 5628.703125
	Iteration 24Q: 3 clusters Score -1.098666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10986677.000000 Penalty: 5628.703125
	Iteration 25Q: 3 clusters Score -1.098668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84260 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -10986678.000000 Penalty: 5628.703125
	Iteration 26Q: 3 clusters Score -1.098668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84265 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10986687.000000 Penalty: 5628.703125
	Iteration 27Q: 3 clusters Score -1.098669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10986680.000000 Penalty: 5628.703125
	Iteration 28Q: 3 clusters Score -1.098668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -10986690.000000 Penalty: 5628.703125
	Iteration 29Q: 3 clusters Score -1.098669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84275 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10986698.000000 Penalty: 5628.703125
	Iteration 30Q: 3 clusters Score -1.09867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84277 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10986703.000000 Penalty: 5628.703125
	Iteration 31Q: 3 clusters Score -1.09867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84278 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10986703.000000 Penalty: 5628.703125
	Iteration 32Q: 3 clusters Score -1.09867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84279 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10986705.000000 Penalty: 5628.703125
	Iteration 33Q: 3 clusters Score -1.09867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84279 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10986705.000000 Penalty: 5628.703125
	Iteration 34F: 3 clusters Score -1.09867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Entering Unmasked Estep 
Score: -544319.812500 Penalty: 2069.260498
	Iteration 0F: 2 clusters Score -544319.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -540325.125000 Penalty: 4138.520996
	Iteration 0F: 3 clusters Score -540325.1 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -541254.187500 Penalty: 4138.520996
	Iteration 1F: 3 clusters Score -541254.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -541477.062500 Penalty: 4138.520996
	Iteration 2F: 3 clusters Score -541477.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -541626.187500 Penalty: 4138.520996
	Iteration 3F: 3 clusters Score -541626.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -541754.125000 Penalty: 4138.520996
	Iteration 4Q: 3 clusters Score -541754.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -541829.312500 Penalty: 4138.520996
	Iteration 5Q: 3 clusters Score -541829.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -541893.562500 Penalty: 4138.520996
	Iteration 6Q: 3 clusters Score -541893.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -541959.750000 Penalty: 4138.520996
	Iteration 7Q: 3 clusters Score -541959.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -542005.250000 Penalty: 4138.520996
	Iteration 8Q: 3 clusters Score -542005.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -542043.312500 Penalty: 4138.520996
	Iteration 9Q: 3 clusters Score -542043.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -542082.125000 Penalty: 4138.520996
	Iteration 10Q: 3 clusters Score -542082.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -542116.062500 Penalty: 4138.520996
	Iteration 11Q: 3 clusters Score -542116.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -542149.500000 Penalty: 4138.520996
	Iteration 12Q: 3 clusters Score -542149.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -542175.750000 Penalty: 4138.520996
	Iteration 13Q: 3 clusters Score -542175.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -542202.625000 Penalty: 4138.520996
	Iteration 14Q: 3 clusters Score -542202.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -542218.000000 Penalty: 4138.520996
	Iteration 15Q: 3 clusters Score -542218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -542228.625000 Penalty: 4138.520996
	Iteration 16Q: 3 clusters Score -542228.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -542242.875000 Penalty: 4138.520996
	Iteration 17Q: 3 clusters Score -542242.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -542255.750000 Penalty: 4138.520996
	Iteration 18Q: 3 clusters Score -542255.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -542265.375000 Penalty: 4138.520996
	Iteration 19Q: 3 clusters Score -542265.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -542274.687500 Penalty: 4138.520996
	Iteration 20F: 3 clusters Score -542274.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -542280.500000 Penalty: 4138.520996
	Iteration 21Q: 3 clusters Score -542280.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -542288.062500 Penalty: 4138.520996
	Iteration 22Q: 3 clusters Score -542288.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -542297.125000 Penalty: 4138.520996
	Iteration 23Q: 3 clusters Score -542297.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -542306.125000 Penalty: 4138.520996
	Iteration 24Q: 3 clusters Score -542306.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -542309.437500 Penalty: 4138.520996
	Iteration 25Q: 3 clusters Score -542309.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -542318.375000 Penalty: 4138.520996
	Iteration 26Q: 3 clusters Score -542318.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -542325.500000 Penalty: 4138.520996
	Iteration 27Q: 3 clusters Score -542325.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -542335.062500 Penalty: 4138.520996
	Iteration 28Q: 3 clusters Score -542335.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -542343.937500 Penalty: 4138.520996
	Iteration 29Q: 3 clusters Score -542343.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -542351.687500 Penalty: 4138.520996
	Iteration 30Q: 3 clusters Score -542351.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -542364.875000 Penalty: 4138.520996
	Iteration 31Q: 3 clusters Score -542364.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -542374.812500 Penalty: 4138.520996
	Iteration 32Q: 3 clusters Score -542374.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -542387.062500 Penalty: 4138.520996
	Iteration 33Q: 3 clusters Score -542387.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -542395.375000 Penalty: 4138.520996
	Iteration 34Q: 3 clusters Score -542395.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -542403.625000 Penalty: 4138.520996
	Iteration 35Q: 3 clusters Score -542403.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -542416.312500 Penalty: 4138.520996
	Iteration 36Q: 3 clusters Score -542416.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -542428.812500 Penalty: 4138.520996
	Iteration 37Q: 3 clusters Score -542428.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -542442.812500 Penalty: 4138.520996
	Iteration 38Q: 3 clusters Score -542442.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -542461.812500 Penalty: 4138.520996
	Iteration 39Q: 3 clusters Score -542461.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -542482.437500 Penalty: 4138.520996
	Iteration 40F: 3 clusters Score -542482.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -542512.375000 Penalty: 4138.520996
	Iteration 41Q: 3 clusters Score -542512.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -542556.000000 Penalty: 4138.520996
	Iteration 42Q: 3 clusters Score -542556 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -542611.812500 Penalty: 4138.520996
	Iteration 43Q: 3 clusters Score -542611.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -542676.812500 Penalty: 4138.520996
	Iteration 44Q: 3 clusters Score -542676.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -542740.625000 Penalty: 4138.520996
	Iteration 45Q: 3 clusters Score -542740.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -542822.750000 Penalty: 4138.520996
	Iteration 46Q: 3 clusters Score -542822.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -542928.375000 Penalty: 4138.520996
	Iteration 47Q: 3 clusters Score -542928.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -543063.125000 Penalty: 4138.520996
	Iteration 48Q: 3 clusters Score -543063.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -543238.125000 Penalty: 4138.520996
	Iteration 49Q: 3 clusters Score -543238.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -543310.375000 Penalty: 4138.520996
	Iteration 50Q: 3 clusters Score -543310.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -543328.375000 Penalty: 4138.520996
	Iteration 51Q: 3 clusters Score -543328.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -543335.937500 Penalty: 4138.520996
	Iteration 52Q: 3 clusters Score -543335.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -543340.375000 Penalty: 4138.520996
	Iteration 53Q: 3 clusters Score -543340.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -543340.937500 Penalty: 4138.520996
	Iteration 54Q: 3 clusters Score -543340.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -543340.937500 Penalty: 4138.520996
	Iteration 55F: 3 clusters Score -543340.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Entering Unmasked Estep 
Score: -1668335.750000 Penalty: 2357.504150
	Iteration 0F: 2 clusters Score -1668336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1658387.000000 Penalty: 4715.008301
	Iteration 0F: 3 clusters Score -1658387 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1661561.500000 Penalty: 4715.008301
	Iteration 1F: 3 clusters Score -1661562 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1662171.125000 Penalty: 4715.008301
	Iteration 2F: 3 clusters Score -1662171 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1662821.375000 Penalty: 4715.008301
	Iteration 3F: 3 clusters Score -1662821 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1663542.750000 Penalty: 4715.008301
	Iteration 4F: 3 clusters Score -1663543 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1664252.750000 Penalty: 4715.008301
	Iteration 5F: 3 clusters Score -1664253 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1664871.875000 Penalty: 4715.008301
	Iteration 6F: 3 clusters Score -1664872 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1665292.000000 Penalty: 4715.008301
	Iteration 7F: 3 clusters Score -1665292 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1665548.875000 Penalty: 4715.008301
	Iteration 8Q: 3 clusters Score -1665549 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1665723.000000 Penalty: 4715.008301
	Iteration 9Q: 3 clusters Score -1665723 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1665823.750000 Penalty: 4715.008301
	Iteration 10Q: 3 clusters Score -1665824 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1665893.500000 Penalty: 4715.008301
	Iteration 11Q: 3 clusters Score -1665894 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1665975.000000 Penalty: 4715.008301
	Iteration 12Q: 3 clusters Score -1665975 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1666066.125000 Penalty: 4715.008301
	Iteration 13Q: 3 clusters Score -1666066 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1666151.375000 Penalty: 4715.008301
	Iteration 14Q: 3 clusters Score -1666151 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1666230.750000 Penalty: 4715.008301
	Iteration 15Q: 3 clusters Score -1666231 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1666317.625000 Penalty: 4715.008301
	Iteration 16Q: 3 clusters Score -1666318 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1666433.625000 Penalty: 4715.008301
	Iteration 17Q: 3 clusters Score -1666434 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1666577.875000 Penalty: 4715.008301
	Iteration 18Q: 3 clusters Score -1666578 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1666780.875000 Penalty: 4715.008301
	Iteration 19Q: 3 clusters Score -1666781 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1667018.750000 Penalty: 4715.008301
	Iteration 20F: 3 clusters Score -1667019 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1667309.875000 Penalty: 4715.008301
	Iteration 21Q: 3 clusters Score -1667310 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1667625.125000 Penalty: 4715.008301
	Iteration 22Q: 3 clusters Score -1667625 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1667930.375000 Penalty: 4715.008301
	Iteration 23Q: 3 clusters Score -1667930 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1668157.375000 Penalty: 4715.008301
	Iteration 24Q: 3 clusters Score -1668157 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1668319.500000 Penalty: 4715.008301
	Iteration 25Q: 3 clusters Score -1668320 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1668402.500000 Penalty: 4715.008301
	Iteration 26Q: 3 clusters Score -1668402 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1668434.625000 Penalty: 4715.008301
	Iteration 27Q: 3 clusters Score -1668435 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1668451.250000 Penalty: 4715.008301
	Iteration 28Q: 3 clusters Score -1668451 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1668461.500000 Penalty: 4715.008301
	Iteration 29Q: 3 clusters Score -1668462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1668471.875000 Penalty: 4715.008301
	Iteration 30Q: 3 clusters Score -1668472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1668470.750000 Penalty: 4715.008301
	Iteration 31Q: 3 clusters Score -1668471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1668467.375000 Penalty: 4715.008301
	Iteration 32Q: 3 clusters Score -1668467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1668471.250000 Penalty: 4715.008301
	Iteration 33Q: 3 clusters Score -1668471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1668470.875000 Penalty: 4715.008301
	Iteration 34Q: 3 clusters Score -1668471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1668468.375000 Penalty: 4715.008301
	Iteration 35Q: 3 clusters Score -1668468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1668470.500000 Penalty: 4715.008301
	Iteration 36Q: 3 clusters Score -1668470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1668469.000000 Penalty: 4715.008301
	Iteration 37Q: 3 clusters Score -1668469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1668469.000000 Penalty: 4715.008301
	Iteration 38F: 3 clusters Score -1668469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 9898 members 
Mstep: Class 3 contains 14029 members 
Mstep: Class 4 contains 19268 members 
Mstep: Class 5 contains 3254 members 
Mstep: Class 6 contains 2824 members 
Mstep: Class 7 contains 18966 members 
Mstep: Class 8 contains 15407 members 
Mstep: Class 9 contains 78443 members 
Mstep: Class 10 contains 18415 members 
Mstep: Class 11 contains 4888 members 
Mstep: Class 12 contains 13029 members 
Mstep: Class 13 contains 11394 members 
Mstep: Class 14 contains 140616 members 
Mstep: Class 15 contains 18656 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 57419 members 
Mstep: Class 18 contains 97676 members 
Mstep: Class 19 contains 8138 members 
Mstep: Class 20 contains 179537 members 
Mstep: Class 21 contains 675 members 
Mstep: Class 22 contains 84812 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 5603 members 
Mstep: Class 25 contains 28397 members 
Mstep: Class 26 contains 40022 members 
Mstep: Class 27 contains 12936 members 
Mstep: Class 28 contains 5314 members 
Mstep: Class 29 contains 9137 members 
Mstep: Class 30 contains 179998 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11204 members 
Mstep: Class 33 contains 12438 members 
Mstep: Class 34 contains 6523 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50027 members 
Mstep: Class 37 contains 3230 members 
Mstep: Class 38 contains 14667 members 
Mstep: Class 39 contains 7838 members 
Entering Unmasked Estep 
Score: -150645120.000000 Penalty: 135493.656250
Splitting cluster 24 changes total score from -150646032.000000 to -150645120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (28397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Entering Unmasked Estep 
Score: -3604042.750000 Penalty: 2543.001709
	Iteration 0F: 2 clusters Score -3604043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3584683.500000 Penalty: 5086.003418
	Iteration 0F: 3 clusters Score -3584684 nChanged 12693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3591404.750000 Penalty: 5086.003418
	Iteration 1F: 3 clusters Score -3591405 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3591784.000000 Penalty: 5086.003418
	Iteration 2Q: 3 clusters Score -3591784 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3592116.250000 Penalty: 5086.003418
	Iteration 3Q: 3 clusters Score -3592116 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3592422.500000 Penalty: 5086.003418
	Iteration 4Q: 3 clusters Score -3592422 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -3592696.000000 Penalty: 5086.003418
	Iteration 5Q: 3 clusters Score -3592696 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3593065.000000 Penalty: 5086.003418
	Iteration 6Q: 3 clusters Score -3593065 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -3593504.750000 Penalty: 5086.003418
	Iteration 7Q: 3 clusters Score -3593505 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -3594089.000000 Penalty: 5086.003418
	Iteration 8Q: 3 clusters Score -3594089 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -3594920.000000 Penalty: 5086.003418
	Iteration 9F: 3 clusters Score -3594920 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3596099.500000 Penalty: 5086.003418
	Iteration 10F: 3 clusters Score -3596100 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -3597564.000000 Penalty: 5086.003418
	Iteration 11F: 3 clusters Score -3597564 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3599092.000000 Penalty: 5086.003418
	Iteration 12F: 3 clusters Score -3599092 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3600284.500000 Penalty: 5086.003418
	Iteration 13Q: 3 clusters Score -3600284 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3601023.750000 Penalty: 5086.003418
	Iteration 14Q: 3 clusters Score -3601024 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3601386.500000 Penalty: 5086.003418
	Iteration 15Q: 3 clusters Score -3601386 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3601556.000000 Penalty: 5086.003418
	Iteration 16Q: 3 clusters Score -3601556 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3601661.500000 Penalty: 5086.003418
	Iteration 17Q: 3 clusters Score -3601662 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3601718.000000 Penalty: 5086.003418
	Iteration 18Q: 3 clusters Score -3601718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3601749.500000 Penalty: 5086.003418
	Iteration 19Q: 3 clusters Score -3601750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3601781.500000 Penalty: 5086.003418
	Iteration 20F: 3 clusters Score -3601782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3601791.250000 Penalty: 5086.003418
	Iteration 21Q: 3 clusters Score -3601791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3601794.750000 Penalty: 5086.003418
	Iteration 22Q: 3 clusters Score -3601795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3601800.750000 Penalty: 5086.003418
	Iteration 23Q: 3 clusters Score -3601801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3601801.000000 Penalty: 5086.003418
	Iteration 24Q: 3 clusters Score -3601801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3601807.750000 Penalty: 5086.003418
	Iteration 25Q: 3 clusters Score -3601808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3601815.750000 Penalty: 5086.003418
	Iteration 26Q: 3 clusters Score -3601816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3601817.750000 Penalty: 5086.003418
	Iteration 27Q: 3 clusters Score -3601818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3601816.750000 Penalty: 5086.003418
	Iteration 28Q: 3 clusters Score -3601817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3601818.250000 Penalty: 5086.003418
	Iteration 29Q: 3 clusters Score -3601818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3601824.000000 Penalty: 5086.003418
	Iteration 30Q: 3 clusters Score -3601824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3601827.000000 Penalty: 5086.003418
	Iteration 31Q: 3 clusters Score -3601827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3601831.500000 Penalty: 5086.003418
	Iteration 32Q: 3 clusters Score -3601832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3601830.500000 Penalty: 5086.003418
	Iteration 33Q: 3 clusters Score -3601830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3601833.500000 Penalty: 5086.003418
	Iteration 34Q: 3 clusters Score -3601834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3601834.000000 Penalty: 5086.003418
	Iteration 35Q: 3 clusters Score -3601834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3601835.250000 Penalty: 5086.003418
	Iteration 36Q: 3 clusters Score -3601835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3601839.000000 Penalty: 5086.003418
	Iteration 37Q: 3 clusters Score -3601839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3601844.000000 Penalty: 5086.003418
	Iteration 38Q: 3 clusters Score -3601844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3601839.000000 Penalty: 5086.003418
	Iteration 39Q: 3 clusters Score -3601839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3601839.000000 Penalty: 5086.003418
	Iteration 40F: 3 clusters Score -3601839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (40022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Entering Unmasked Estep 
Score: -5156103.500000 Penalty: 2628.101562
	Iteration 0F: 2 clusters Score -5156104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -5129051.500000 Penalty: 5256.203125
	Iteration 0F: 3 clusters Score -5129052 nChanged 18346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -5138855.500000 Penalty: 5256.203125
	Iteration 1F: 3 clusters Score -5138856 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -5139440.000000 Penalty: 5256.203125
	Iteration 2Q: 3 clusters Score -5139440 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -5139932.500000 Penalty: 5256.203125
	Iteration 3Q: 3 clusters Score -5139932 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -5140444.000000 Penalty: 5256.203125
	Iteration 4Q: 3 clusters Score -5140444 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -5141219.500000 Penalty: 5256.203125
	Iteration 5Q: 3 clusters Score -5141220 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -5142446.500000 Penalty: 5256.203125
	Iteration 6F: 3 clusters Score -5142446 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -5144389.000000 Penalty: 5256.203125
	Iteration 7F: 3 clusters Score -5144389 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -5147041.500000 Penalty: 5256.203125
	Iteration 8F: 3 clusters Score -5147042 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -5149690.500000 Penalty: 5256.203125
	Iteration 9F: 3 clusters Score -5149690 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -5151671.500000 Penalty: 5256.203125
	Iteration 10F: 3 clusters Score -5151672 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -5152753.000000 Penalty: 5256.203125
	Iteration 11Q: 3 clusters Score -5152753 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -5153313.500000 Penalty: 5256.203125
	Iteration 12Q: 3 clusters Score -5153314 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -5153633.000000 Penalty: 5256.203125
	Iteration 13Q: 3 clusters Score -5153633 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -5153847.000000 Penalty: 5256.203125
	Iteration 14Q: 3 clusters Score -5153847 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -5154004.000000 Penalty: 5256.203125
	Iteration 15Q: 3 clusters Score -5154004 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -5154090.500000 Penalty: 5256.203125
	Iteration 16Q: 3 clusters Score -5154090 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -5154128.500000 Penalty: 5256.203125
	Iteration 17Q: 3 clusters Score -5154128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -5154156.000000 Penalty: 5256.203125
	Iteration 18Q: 3 clusters Score -5154156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -5154165.000000 Penalty: 5256.203125
	Iteration 19Q: 3 clusters Score -5154165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -5154182.000000 Penalty: 5256.203125
	Iteration 20F: 3 clusters Score -5154182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -5154180.500000 Penalty: 5256.203125
	Iteration 21Q: 3 clusters Score -5154180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -5154180.500000 Penalty: 5256.203125
	Iteration 22Q: 3 clusters Score -5154180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -5154189.500000 Penalty: 5256.203125
	Iteration 23Q: 3 clusters Score -5154190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -5154197.500000 Penalty: 5256.203125
	Iteration 24Q: 3 clusters Score -5154198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -5154207.000000 Penalty: 5256.203125
	Iteration 25Q: 3 clusters Score -5154207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -5154208.000000 Penalty: 5256.203125
	Iteration 26Q: 3 clusters Score -5154208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -5154213.500000 Penalty: 5256.203125
	Iteration 27Q: 3 clusters Score -5154214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -5154219.000000 Penalty: 5256.203125
	Iteration 28Q: 3 clusters Score -5154219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -5154220.500000 Penalty: 5256.203125
	Iteration 29Q: 3 clusters Score -5154220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -5154220.500000 Penalty: 5256.203125
	Iteration 30Q: 3 clusters Score -5154220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -5154222.500000 Penalty: 5256.203125
	Iteration 31Q: 3 clusters Score -5154222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -5154226.000000 Penalty: 5256.203125
	Iteration 32Q: 3 clusters Score -5154226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -5154227.500000 Penalty: 5256.203125
	Iteration 33Q: 3 clusters Score -5154228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -5154225.500000 Penalty: 5256.203125
	Iteration 34Q: 3 clusters Score -5154226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -5154225.500000 Penalty: 5256.203125
	Iteration 35F: 3 clusters Score -5154226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Entering Unmasked Estep 
Score: -1637262.625000 Penalty: 2348.006836
	Iteration 0F: 2 clusters Score -1637263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1627777.250000 Penalty: 4696.013672
	Iteration 0F: 3 clusters Score -1627777 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1630738.000000 Penalty: 4696.013672
	Iteration 1F: 3 clusters Score -1630738 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1631089.250000 Penalty: 4696.013672
	Iteration 2F: 3 clusters Score -1631089 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1631376.750000 Penalty: 4696.013672
	Iteration 3F: 3 clusters Score -1631377 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1631598.000000 Penalty: 4696.013672
	Iteration 4Q: 3 clusters Score -1631598 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1631816.000000 Penalty: 4696.013672
	Iteration 5Q: 3 clusters Score -1631816 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1632099.500000 Penalty: 4696.013672
	Iteration 6Q: 3 clusters Score -1632100 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1632435.500000 Penalty: 4696.013672
	Iteration 7Q: 3 clusters Score -1632436 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1632804.000000 Penalty: 4696.013672
	Iteration 8Q: 3 clusters Score -1632804 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1633234.125000 Penalty: 4696.013672
	Iteration 9Q: 3 clusters Score -1633234 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1633651.750000 Penalty: 4696.013672
	Iteration 10Q: 3 clusters Score -1633652 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1634040.375000 Penalty: 4696.013672
	Iteration 11Q: 3 clusters Score -1634040 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1634367.500000 Penalty: 4696.013672
	Iteration 12Q: 3 clusters Score -1634368 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1634642.125000 Penalty: 4696.013672
	Iteration 13Q: 3 clusters Score -1634642 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1634868.125000 Penalty: 4696.013672
	Iteration 14Q: 3 clusters Score -1634868 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1635057.000000 Penalty: 4696.013672
	Iteration 15Q: 3 clusters Score -1635057 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1635222.000000 Penalty: 4696.013672
	Iteration 16Q: 3 clusters Score -1635222 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1635367.625000 Penalty: 4696.013672
	Iteration 17Q: 3 clusters Score -1635368 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1635470.625000 Penalty: 4696.013672
	Iteration 18Q: 3 clusters Score -1635471 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1635545.625000 Penalty: 4696.013672
	Iteration 19Q: 3 clusters Score -1635546 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1635589.125000 Penalty: 4696.013672
	Iteration 20F: 3 clusters Score -1635589 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1635619.375000 Penalty: 4696.013672
	Iteration 21Q: 3 clusters Score -1635619 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1635648.875000 Penalty: 4696.013672
	Iteration 22Q: 3 clusters Score -1635649 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1635660.625000 Penalty: 4696.013672
	Iteration 23Q: 3 clusters Score -1635661 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1635668.875000 Penalty: 4696.013672
	Iteration 24Q: 3 clusters Score -1635669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1635673.750000 Penalty: 4696.013672
	Iteration 25Q: 3 clusters Score -1635674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1635679.000000 Penalty: 4696.013672
	Iteration 26Q: 3 clusters Score -1635679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1635685.500000 Penalty: 4696.013672
	Iteration 27Q: 3 clusters Score -1635686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1635687.250000 Penalty: 4696.013672
	Iteration 28Q: 3 clusters Score -1635687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1635692.000000 Penalty: 4696.013672
	Iteration 29Q: 3 clusters Score -1635692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1635690.375000 Penalty: 4696.013672
	Iteration 30Q: 3 clusters Score -1635690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1635692.750000 Penalty: 4696.013672
	Iteration 31Q: 3 clusters Score -1635693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1635691.625000 Penalty: 4696.013672
	Iteration 32Q: 3 clusters Score -1635692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1635693.375000 Penalty: 4696.013672
	Iteration 33Q: 3 clusters Score -1635693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1635691.500000 Penalty: 4696.013672
	Iteration 34Q: 3 clusters Score -1635692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1635692.875000 Penalty: 4696.013672
	Iteration 35Q: 3 clusters Score -1635693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1635695.875000 Penalty: 4696.013672
	Iteration 36Q: 3 clusters Score -1635696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1635695.000000 Penalty: 4696.013672
	Iteration 37Q: 3 clusters Score -1635695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1635694.250000 Penalty: 4696.013672
	Iteration 38Q: 3 clusters Score -1635694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1635694.875000 Penalty: 4696.013672
	Iteration 39Q: 3 clusters Score -1635695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1635692.000000 Penalty: 4696.013672
	Iteration 40F: 3 clusters Score -1635692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1635691.875000 Penalty: 4696.013672
	Iteration 41Q: 3 clusters Score -1635692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1635690.750000 Penalty: 4696.013672
	Iteration 42Q: 3 clusters Score -1635691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1635694.000000 Penalty: 4696.013672
	Iteration 43Q: 3 clusters Score -1635694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1635694.250000 Penalty: 4696.013672
	Iteration 44Q: 3 clusters Score -1635694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1635693.250000 Penalty: 4696.013672
	Iteration 45Q: 3 clusters Score -1635693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1635693.625000 Penalty: 4696.013672
	Iteration 46Q: 3 clusters Score -1635694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1635696.625000 Penalty: 4696.013672
	Iteration 47Q: 3 clusters Score -1635697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1635695.250000 Penalty: 4696.013672
	Iteration 48Q: 3 clusters Score -1635695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1635696.625000 Penalty: 4696.013672
	Iteration 49Q: 3 clusters Score -1635697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1635694.375000 Penalty: 4696.013672
	Iteration 50Q: 3 clusters Score -1635694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1635695.875000 Penalty: 4696.013672
	Iteration 51Q: 3 clusters Score -1635696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1635695.125000 Penalty: 4696.013672
	Iteration 52Q: 3 clusters Score -1635695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1635695.125000 Penalty: 4696.013672
	Iteration 53F: 3 clusters Score -1635695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Entering Unmasked Estep 
Score: -656646.125000 Penalty: 2127.368896
	Iteration 0F: 2 clusters Score -656646.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -651916.625000 Penalty: 4254.737793
	Iteration 0F: 3 clusters Score -651916.6 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -653115.937500 Penalty: 4254.737793
	Iteration 1F: 3 clusters Score -653115.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -653340.312500 Penalty: 4254.737793
	Iteration 2F: 3 clusters Score -653340.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -653504.187500 Penalty: 4254.737793
	Iteration 3Q: 3 clusters Score -653504.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -653632.937500 Penalty: 4254.737793
	Iteration 4Q: 3 clusters Score -653632.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -653794.000000 Penalty: 4254.737793
	Iteration 5Q: 3 clusters Score -653794 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -654042.062500 Penalty: 4254.737793
	Iteration 6Q: 3 clusters Score -654042.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -654372.125000 Penalty: 4254.737793
	Iteration 7F: 3 clusters Score -654372.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -654654.125000 Penalty: 4254.737793
	Iteration 8F: 3 clusters Score -654654.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -654935.375000 Penalty: 4254.737793
	Iteration 9F: 3 clusters Score -654935.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -655166.250000 Penalty: 4254.737793
	Iteration 10Q: 3 clusters Score -655166.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -655343.562500 Penalty: 4254.737793
	Iteration 11Q: 3 clusters Score -655343.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -655507.437500 Penalty: 4254.737793
	Iteration 12Q: 3 clusters Score -655507.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -655639.937500 Penalty: 4254.737793
	Iteration 13Q: 3 clusters Score -655639.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -655746.625000 Penalty: 4254.737793
	Iteration 14Q: 3 clusters Score -655746.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -655837.625000 Penalty: 4254.737793
	Iteration 15Q: 3 clusters Score -655837.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -655894.250000 Penalty: 4254.737793
	Iteration 16Q: 3 clusters Score -655894.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -655920.312500 Penalty: 4254.737793
	Iteration 17Q: 3 clusters Score -655920.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -655939.562500 Penalty: 4254.737793
	Iteration 18Q: 3 clusters Score -655939.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -655948.687500 Penalty: 4254.737793
	Iteration 19Q: 3 clusters Score -655948.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -655956.687500 Penalty: 4254.737793
	Iteration 20F: 3 clusters Score -655956.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -655969.062500 Penalty: 4254.737793
	Iteration 21Q: 3 clusters Score -655969.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -655978.812500 Penalty: 4254.737793
	Iteration 22Q: 3 clusters Score -655978.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -655986.062500 Penalty: 4254.737793
	Iteration 23Q: 3 clusters Score -655986.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -655995.375000 Penalty: 4254.737793
	Iteration 24Q: 3 clusters Score -655995.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -656001.000000 Penalty: 4254.737793
	Iteration 25Q: 3 clusters Score -656001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -656006.312500 Penalty: 4254.737793
	Iteration 26Q: 3 clusters Score -656006.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -656008.687500 Penalty: 4254.737793
	Iteration 27Q: 3 clusters Score -656008.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -656011.500000 Penalty: 4254.737793
	Iteration 28Q: 3 clusters Score -656011.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -656016.750000 Penalty: 4254.737793
	Iteration 29Q: 3 clusters Score -656016.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -656017.437500 Penalty: 4254.737793
	Iteration 30Q: 3 clusters Score -656017.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -656020.875000 Penalty: 4254.737793
	Iteration 31Q: 3 clusters Score -656020.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -656020.812500 Penalty: 4254.737793
	Iteration 32Q: 3 clusters Score -656020.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -656021.500000 Penalty: 4254.737793
	Iteration 33Q: 3 clusters Score -656021.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -656021.500000 Penalty: 4254.737793
	Iteration 34F: 3 clusters Score -656021.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Entering Unmasked Estep 
Score: -1057308.375000 Penalty: 2261.781738
	Iteration 0F: 2 clusters Score -1057308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1050261.125000 Penalty: 4523.563477
	Iteration 0F: 3 clusters Score -1050261 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1052520.500000 Penalty: 4523.563477
	Iteration 1F: 3 clusters Score -1052520 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1053139.500000 Penalty: 4523.563477
	Iteration 2F: 3 clusters Score -1053140 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1053684.500000 Penalty: 4523.563477
	Iteration 3F: 3 clusters Score -1053684 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1054130.750000 Penalty: 4523.563477
	Iteration 4F: 3 clusters Score -1054131 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1054496.250000 Penalty: 4523.563477
	Iteration 5F: 3 clusters Score -1054496 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1054762.000000 Penalty: 4523.563477
	Iteration 6Q: 3 clusters Score -1054762 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1054946.125000 Penalty: 4523.563477
	Iteration 7Q: 3 clusters Score -1054946 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1055048.625000 Penalty: 4523.563477
	Iteration 8Q: 3 clusters Score -1055049 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1055125.000000 Penalty: 4523.563477
	Iteration 9Q: 3 clusters Score -1055125 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1055176.250000 Penalty: 4523.563477
	Iteration 10Q: 3 clusters Score -1055176 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1055207.750000 Penalty: 4523.563477
	Iteration 11Q: 3 clusters Score -1055208 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1055239.250000 Penalty: 4523.563477
	Iteration 12Q: 3 clusters Score -1055239 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1055256.625000 Penalty: 4523.563477
	Iteration 13Q: 3 clusters Score -1055257 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1055270.875000 Penalty: 4523.563477
	Iteration 14Q: 3 clusters Score -1055271 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1055280.750000 Penalty: 4523.563477
	Iteration 15Q: 3 clusters Score -1055281 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1055292.875000 Penalty: 4523.563477
	Iteration 16Q: 3 clusters Score -1055293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1055302.750000 Penalty: 4523.563477
	Iteration 17Q: 3 clusters Score -1055303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1055307.375000 Penalty: 4523.563477
	Iteration 18Q: 3 clusters Score -1055307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1055312.500000 Penalty: 4523.563477
	Iteration 19Q: 3 clusters Score -1055312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1055316.750000 Penalty: 4523.563477
	Iteration 20F: 3 clusters Score -1055317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1055319.250000 Penalty: 4523.563477
	Iteration 21Q: 3 clusters Score -1055319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1055319.000000 Penalty: 4523.563477
	Iteration 22Q: 3 clusters Score -1055319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1055319.500000 Penalty: 4523.563477
	Iteration 23Q: 3 clusters Score -1055320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1055322.750000 Penalty: 4523.563477
	Iteration 24Q: 3 clusters Score -1055323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1055322.000000 Penalty: 4523.563477
	Iteration 25Q: 3 clusters Score -1055322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1055322.000000 Penalty: 4523.563477
	Iteration 26F: 3 clusters Score -1055322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (179998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179998 members 
Entering Unmasked Estep 
Score: -23088876.000000 Penalty: 3000.973877
	Iteration 0F: 2 clusters Score -2.308888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 90248 members 
Entering Unmasked Estep 
Score: -22969268.000000 Penalty: 6001.947754
	Iteration 0F: 3 clusters Score -2.296927e+07 nChanged 86371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87889 members 
Mstep: Class 2 contains 92109 members 
Entering Unmasked Estep 
Score: -23020192.000000 Penalty: 6001.947754
	Iteration 1F: 3 clusters Score -2.302019e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86841 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -23022074.000000 Penalty: 6001.947754
	Iteration 2Q: 3 clusters Score -2.302207e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85213 members 
Mstep: Class 2 contains 94785 members 
Entering Unmasked Estep 
Score: -23024598.000000 Penalty: 6001.947754
	Iteration 3Q: 3 clusters Score -2.30246e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82754 members 
Mstep: Class 2 contains 97244 members 
Entering Unmasked Estep 
Score: -23028390.000000 Penalty: 6001.947754
	Iteration 4Q: 3 clusters Score -2.302839e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 100885 members 
Entering Unmasked Estep 
Score: -23032898.000000 Penalty: 6001.947754
	Iteration 5F: 3 clusters Score -2.30329e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 105758 members 
Entering Unmasked Estep 
Score: -23038560.000000 Penalty: 6001.947754
	Iteration 6F: 3 clusters Score -2.303856e+07 nChanged 10822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67952 members 
Mstep: Class 2 contains 112046 members 
Entering Unmasked Estep 
Score: -23045504.000000 Penalty: 6001.947754
	Iteration 7F: 3 clusters Score -2.30455e+07 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60548 members 
Mstep: Class 2 contains 119450 members 
Entering Unmasked Estep 
Score: -23053404.000000 Penalty: 6001.947754
	Iteration 8F: 3 clusters Score -2.30534e+07 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 127206 members 
Entering Unmasked Estep 
Score: -23061582.000000 Penalty: 6001.947754
	Iteration 9F: 3 clusters Score -2.306158e+07 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 134251 members 
Entering Unmasked Estep 
Score: -23068362.000000 Penalty: 6001.947754
	Iteration 10F: 3 clusters Score -2.306836e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 140025 members 
Entering Unmasked Estep 
Score: -23072956.000000 Penalty: 6001.947754
	Iteration 11Q: 3 clusters Score -2.307296e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 144831 members 
Entering Unmasked Estep 
Score: -23076206.000000 Penalty: 6001.947754
	Iteration 12Q: 3 clusters Score -2.307621e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 148791 members 
Entering Unmasked Estep 
Score: -23078332.000000 Penalty: 6001.947754
	Iteration 13Q: 3 clusters Score -2.307833e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 152203 members 
Entering Unmasked Estep 
Score: -23080122.000000 Penalty: 6001.947754
	Iteration 14Q: 3 clusters Score -2.308012e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 155160 members 
Entering Unmasked Estep 
Score: -23081346.000000 Penalty: 6001.947754
	Iteration 15Q: 3 clusters Score -2.308135e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 157836 members 
Entering Unmasked Estep 
Score: -23082356.000000 Penalty: 6001.947754
	Iteration 16Q: 3 clusters Score -2.308236e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 160213 members 
Entering Unmasked Estep 
Score: -23083394.000000 Penalty: 6001.947754
	Iteration 17Q: 3 clusters Score -2.308339e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 162268 members 
Entering Unmasked Estep 
Score: -23084202.000000 Penalty: 6001.947754
	Iteration 18Q: 3 clusters Score -2.30842e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 164028 members 
Entering Unmasked Estep 
Score: -23084894.000000 Penalty: 6001.947754
	Iteration 19Q: 3 clusters Score -2.308489e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 165570 members 
Entering Unmasked Estep 
Score: -23085378.000000 Penalty: 6001.947754
	Iteration 20F: 3 clusters Score -2.308538e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 166945 members 
Entering Unmasked Estep 
Score: -23085736.000000 Penalty: 6001.947754
	Iteration 21Q: 3 clusters Score -2.308574e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 168120 members 
Entering Unmasked Estep 
Score: -23086104.000000 Penalty: 6001.947754
	Iteration 22Q: 3 clusters Score -2.30861e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 169145 members 
Entering Unmasked Estep 
Score: -23086404.000000 Penalty: 6001.947754
	Iteration 23Q: 3 clusters Score -2.30864e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 170075 members 
Entering Unmasked Estep 
Score: -23086566.000000 Penalty: 6001.947754
	Iteration 24Q: 3 clusters Score -2.308657e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 170912 members 
Entering Unmasked Estep 
Score: -23086818.000000 Penalty: 6001.947754
	Iteration 25Q: 3 clusters Score -2.308682e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 171657 members 
Entering Unmasked Estep 
Score: -23086916.000000 Penalty: 6001.947754
	Iteration 26Q: 3 clusters Score -2.308692e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 172287 members 
Entering Unmasked Estep 
Score: -23087078.000000 Penalty: 6001.947754
	Iteration 27Q: 3 clusters Score -2.308708e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 172799 members 
Entering Unmasked Estep 
Score: -23087238.000000 Penalty: 6001.947754
	Iteration 28Q: 3 clusters Score -2.308724e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 173236 members 
Entering Unmasked Estep 
Score: -23087338.000000 Penalty: 6001.947754
	Iteration 29Q: 3 clusters Score -2.308734e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 173638 members 
Entering Unmasked Estep 
Score: -23087428.000000 Penalty: 6001.947754
	Iteration 30Q: 3 clusters Score -2.308743e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 173974 members 
Entering Unmasked Estep 
Score: -23087472.000000 Penalty: 6001.947754
	Iteration 31Q: 3 clusters Score -2.308747e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 174243 members 
Entering Unmasked Estep 
Score: -23087532.000000 Penalty: 6001.947754
	Iteration 32Q: 3 clusters Score -2.308753e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 174465 members 
Entering Unmasked Estep 
Score: -23087538.000000 Penalty: 6001.947754
	Iteration 33Q: 3 clusters Score -2.308754e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 174634 members 
Entering Unmasked Estep 
Score: -23087540.000000 Penalty: 6001.947754
	Iteration 34Q: 3 clusters Score -2.308754e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 174781 members 
Entering Unmasked Estep 
Score: -23087582.000000 Penalty: 6001.947754
	Iteration 35Q: 3 clusters Score -2.308758e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 174928 members 
Entering Unmasked Estep 
Score: -23087584.000000 Penalty: 6001.947754
	Iteration 36Q: 3 clusters Score -2.308758e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 175042 members 
Entering Unmasked Estep 
Score: -23087628.000000 Penalty: 6001.947754
	Iteration 37Q: 3 clusters Score -2.308763e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 175157 members 
Entering Unmasked Estep 
Score: -23087682.000000 Penalty: 6001.947754
	Iteration 38Q: 3 clusters Score -2.308768e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 175244 members 
Entering Unmasked Estep 
Score: -23087690.000000 Penalty: 6001.947754
	Iteration 39Q: 3 clusters Score -2.308769e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 175332 members 
Entering Unmasked Estep 
Score: -23087698.000000 Penalty: 6001.947754
	Iteration 40F: 3 clusters Score -2.30877e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 175402 members 
Entering Unmasked Estep 
Score: -23087716.000000 Penalty: 6001.947754
	Iteration 41Q: 3 clusters Score -2.308772e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 175455 members 
Entering Unmasked Estep 
Score: -23087682.000000 Penalty: 6001.947754
	Iteration 42Q: 3 clusters Score -2.308768e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 175505 members 
Entering Unmasked Estep 
Score: -23087684.000000 Penalty: 6001.947754
	Iteration 43Q: 3 clusters Score -2.308768e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 175554 members 
Entering Unmasked Estep 
Score: -23087710.000000 Penalty: 6001.947754
	Iteration 44Q: 3 clusters Score -2.308771e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 175599 members 
Entering Unmasked Estep 
Score: -23087696.000000 Penalty: 6001.947754
	Iteration 45Q: 3 clusters Score -2.30877e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 175636 members 
Entering Unmasked Estep 
Score: -23087722.000000 Penalty: 6001.947754
	Iteration 46Q: 3 clusters Score -2.308772e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 175665 members 
Entering Unmasked Estep 
Score: -23087724.000000 Penalty: 6001.947754
	Iteration 47Q: 3 clusters Score -2.308772e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 175689 members 
Entering Unmasked Estep 
Score: -23087712.000000 Penalty: 6001.947754
	Iteration 48Q: 3 clusters Score -2.308771e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 175719 members 
Entering Unmasked Estep 
Score: -23087710.000000 Penalty: 6001.947754
	Iteration 49Q: 3 clusters Score -2.308771e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 175749 members 
Entering Unmasked Estep 
Score: -23087744.000000 Penalty: 6001.947754
	Iteration 50Q: 3 clusters Score -2.308774e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 175777 members 
Entering Unmasked Estep 
Score: -23087756.000000 Penalty: 6001.947754
	Iteration 51Q: 3 clusters Score -2.308776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 175796 members 
Entering Unmasked Estep 
Score: -23087742.000000 Penalty: 6001.947754
	Iteration 52Q: 3 clusters Score -2.308774e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 175814 members 
Entering Unmasked Estep 
Score: -23087756.000000 Penalty: 6001.947754
	Iteration 53Q: 3 clusters Score -2.308776e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 175832 members 
Entering Unmasked Estep 
Score: -23087736.000000 Penalty: 6001.947754
	Iteration 54Q: 3 clusters Score -2.308774e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 175851 members 
Entering Unmasked Estep 
Score: -23087714.000000 Penalty: 6001.947754
	Iteration 55Q: 3 clusters Score -2.308771e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 175866 members 
Entering Unmasked Estep 
Score: -23087712.000000 Penalty: 6001.947754
	Iteration 56Q: 3 clusters Score -2.308771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 175878 members 
Entering Unmasked Estep 
Score: -23087720.000000 Penalty: 6001.947754
	Iteration 57Q: 3 clusters Score -2.308772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 175892 members 
Entering Unmasked Estep 
Score: -23087732.000000 Penalty: 6001.947754
	Iteration 58Q: 3 clusters Score -2.308773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 175906 members 
Entering Unmasked Estep 
Score: -23087726.000000 Penalty: 6001.947754
	Iteration 59Q: 3 clusters Score -2.308773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 175920 members 
Entering Unmasked Estep 
Score: -23087734.000000 Penalty: 6001.947754
	Iteration 60F: 3 clusters Score -2.308773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 175929 members 
Entering Unmasked Estep 
Score: -23087760.000000 Penalty: 6001.947754
	Iteration 61Q: 3 clusters Score -2.308776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 175933 members 
Entering Unmasked Estep 
Score: -23087770.000000 Penalty: 6001.947754
	Iteration 62Q: 3 clusters Score -2.308777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 175943 members 
Entering Unmasked Estep 
Score: -23087748.000000 Penalty: 6001.947754
	Iteration 63Q: 3 clusters Score -2.308775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 175953 members 
Entering Unmasked Estep 
Score: -23087744.000000 Penalty: 6001.947754
	Iteration 64Q: 3 clusters Score -2.308774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 175961 members 
Entering Unmasked Estep 
Score: -23087748.000000 Penalty: 6001.947754
	Iteration 65Q: 3 clusters Score -2.308775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 175966 members 
Entering Unmasked Estep 
Score: -23087732.000000 Penalty: 6001.947754
	Iteration 66Q: 3 clusters Score -2.308773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 175977 members 
Entering Unmasked Estep 
Score: -23087736.000000 Penalty: 6001.947754
	Iteration 67Q: 3 clusters Score -2.308774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 175985 members 
Entering Unmasked Estep 
Score: -23087742.000000 Penalty: 6001.947754
	Iteration 68Q: 3 clusters Score -2.308774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 175989 members 
Entering Unmasked Estep 
Score: -23087754.000000 Penalty: 6001.947754
	Iteration 69Q: 3 clusters Score -2.308775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 175991 members 
Entering Unmasked Estep 
Score: -23087760.000000 Penalty: 6001.947754
	Iteration 70Q: 3 clusters Score -2.308776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 175995 members 
Entering Unmasked Estep 
Score: -23087762.000000 Penalty: 6001.947754
	Iteration 71Q: 3 clusters Score -2.308776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 176001 members 
Entering Unmasked Estep 
Score: -23087754.000000 Penalty: 6001.947754
	Iteration 72Q: 3 clusters Score -2.308775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 176008 members 
Entering Unmasked Estep 
Score: -23087758.000000 Penalty: 6001.947754
	Iteration 73Q: 3 clusters Score -2.308776e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 176017 members 
Entering Unmasked Estep 
Score: -23087768.000000 Penalty: 6001.947754
	Iteration 74Q: 3 clusters Score -2.308777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 176021 members 
Entering Unmasked Estep 
Score: -23087766.000000 Penalty: 6001.947754
	Iteration 75Q: 3 clusters Score -2.308777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 176021 members 
Entering Unmasked Estep 
Score: -23087758.000000 Penalty: 6001.947754
	Iteration 76Q: 3 clusters Score -2.308776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 176020 members 
Entering Unmasked Estep 
Score: -23087768.000000 Penalty: 6001.947754
	Iteration 77Q: 3 clusters Score -2.308777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 176022 members 
Entering Unmasked Estep 
Score: -23087782.000000 Penalty: 6001.947754
	Iteration 78Q: 3 clusters Score -2.308778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 176024 members 
Entering Unmasked Estep 
Score: -23087764.000000 Penalty: 6001.947754
	Iteration 79Q: 3 clusters Score -2.308776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 176026 members 
Entering Unmasked Estep 
Score: -23087762.000000 Penalty: 6001.947754
	Iteration 80F: 3 clusters Score -2.308776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 176028 members 
Entering Unmasked Estep 
Score: -23087764.000000 Penalty: 6001.947754
	Iteration 81Q: 3 clusters Score -2.308776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 176029 members 
Entering Unmasked Estep 
Score: -23087766.000000 Penalty: 6001.947754
	Iteration 82Q: 3 clusters Score -2.308777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 176029 members 
Entering Unmasked Estep 
Score: -23087764.000000 Penalty: 6001.947754
	Iteration 83Q: 3 clusters Score -2.308776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 176031 members 
Entering Unmasked Estep 
Score: -23087770.000000 Penalty: 6001.947754
	Iteration 84Q: 3 clusters Score -2.308777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 176033 members 
Entering Unmasked Estep 
Score: -23087766.000000 Penalty: 6001.947754
	Iteration 85Q: 3 clusters Score -2.308777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 176036 members 
Entering Unmasked Estep 
Score: -23087764.000000 Penalty: 6001.947754
	Iteration 86Q: 3 clusters Score -2.308776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 176039 members 
Entering Unmasked Estep 
Score: -23087756.000000 Penalty: 6001.947754
	Iteration 87Q: 3 clusters Score -2.308776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 176041 members 
Entering Unmasked Estep 
Score: -23087756.000000 Penalty: 6001.947754
	Iteration 88Q: 3 clusters Score -2.308776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 176042 members 
Entering Unmasked Estep 
Score: -23087766.000000 Penalty: 6001.947754
	Iteration 89Q: 3 clusters Score -2.308777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 176043 members 
Entering Unmasked Estep 
Score: -23087776.000000 Penalty: 6001.947754
	Iteration 90Q: 3 clusters Score -2.308778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 176044 members 
Entering Unmasked Estep 
Score: -23087762.000000 Penalty: 6001.947754
	Iteration 91Q: 3 clusters Score -2.308776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 176044 members 
Entering Unmasked Estep 
Score: -23087762.000000 Penalty: 6001.947754
	Iteration 92F: 3 clusters Score -2.308776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Entering Unmasked Estep 
Score: -349753.781250 Penalty: 1956.678833
	Iteration 0F: 2 clusters Score -349753.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -346654.968750 Penalty: 3913.357666
	Iteration 0F: 3 clusters Score -346655 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -347259.062500 Penalty: 3913.357666
	Iteration 1F: 3 clusters Score -347259.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -347380.875000 Penalty: 3913.357666
	Iteration 2F: 3 clusters Score -347380.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -347452.781250 Penalty: 3913.357666
	Iteration 3Q: 3 clusters Score -347452.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -347498.281250 Penalty: 3913.357666
	Iteration 4Q: 3 clusters Score -347498.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -347528.125000 Penalty: 3913.357666
	Iteration 5Q: 3 clusters Score -347528.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -347561.218750 Penalty: 3913.357666
	Iteration 6Q: 3 clusters Score -347561.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -347590.375000 Penalty: 3913.357666
	Iteration 7Q: 3 clusters Score -347590.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -347610.125000 Penalty: 3913.357666
	Iteration 8Q: 3 clusters Score -347610.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -347623.718750 Penalty: 3913.357666
	Iteration 9Q: 3 clusters Score -347623.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -347633.000000 Penalty: 3913.357666
	Iteration 10Q: 3 clusters Score -347633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -347640.750000 Penalty: 3913.357666
	Iteration 11Q: 3 clusters Score -347640.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -347647.906250 Penalty: 3913.357666
	Iteration 12Q: 3 clusters Score -347647.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -347655.000000 Penalty: 3913.357666
	Iteration 13Q: 3 clusters Score -347655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -347659.562500 Penalty: 3913.357666
	Iteration 14Q: 3 clusters Score -347659.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -347665.625000 Penalty: 3913.357666
	Iteration 15Q: 3 clusters Score -347665.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -347670.125000 Penalty: 3913.357666
	Iteration 16Q: 3 clusters Score -347670.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -347675.375000 Penalty: 3913.357666
	Iteration 17Q: 3 clusters Score -347675.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -347680.937500 Penalty: 3913.357666
	Iteration 18Q: 3 clusters Score -347680.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -347687.093750 Penalty: 3913.357666
	Iteration 19Q: 3 clusters Score -347687.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -347690.125000 Penalty: 3913.357666
	Iteration 20F: 3 clusters Score -347690.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -347692.468750 Penalty: 3913.357666
	Iteration 21Q: 3 clusters Score -347692.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -347695.687500 Penalty: 3913.357666
	Iteration 22Q: 3 clusters Score -347695.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -347698.093750 Penalty: 3913.357666
	Iteration 23Q: 3 clusters Score -347698.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -347700.843750 Penalty: 3913.357666
	Iteration 24Q: 3 clusters Score -347700.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -347703.343750 Penalty: 3913.357666
	Iteration 25Q: 3 clusters Score -347703.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -347706.000000 Penalty: 3913.357666
	Iteration 26Q: 3 clusters Score -347706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -347707.281250 Penalty: 3913.357666
	Iteration 27Q: 3 clusters Score -347707.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -347708.000000 Penalty: 3913.357666
	Iteration 28Q: 3 clusters Score -347708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -347708.000000 Penalty: 3913.357666
	Iteration 29F: 3 clusters Score -347708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Entering Unmasked Estep 
Score: -1422727.625000 Penalty: 2312.358398
	Iteration 0F: 2 clusters Score -1422728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1414300.750000 Penalty: 4624.716797
	Iteration 0F: 3 clusters Score -1414301 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1416816.625000 Penalty: 4624.716797
	Iteration 1F: 3 clusters Score -1416817 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1417090.125000 Penalty: 4624.716797
	Iteration 2F: 3 clusters Score -1417090 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1417281.500000 Penalty: 4624.716797
	Iteration 3Q: 3 clusters Score -1417282 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1417459.000000 Penalty: 4624.716797
	Iteration 4Q: 3 clusters Score -1417459 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1417605.250000 Penalty: 4624.716797
	Iteration 5Q: 3 clusters Score -1417605 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1417729.375000 Penalty: 4624.716797
	Iteration 6Q: 3 clusters Score -1417729 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1417862.875000 Penalty: 4624.716797
	Iteration 7Q: 3 clusters Score -1417863 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1418005.250000 Penalty: 4624.716797
	Iteration 8Q: 3 clusters Score -1418005 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1418159.375000 Penalty: 4624.716797
	Iteration 9Q: 3 clusters Score -1418159 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1418332.625000 Penalty: 4624.716797
	Iteration 10Q: 3 clusters Score -1418333 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1418510.375000 Penalty: 4624.716797
	Iteration 11Q: 3 clusters Score -1418510 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1418681.125000 Penalty: 4624.716797
	Iteration 12Q: 3 clusters Score -1418681 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1418852.500000 Penalty: 4624.716797
	Iteration 13Q: 3 clusters Score -1418852 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1419043.875000 Penalty: 4624.716797
	Iteration 14Q: 3 clusters Score -1419044 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1419230.500000 Penalty: 4624.716797
	Iteration 15Q: 3 clusters Score -1419230 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1419423.875000 Penalty: 4624.716797
	Iteration 16Q: 3 clusters Score -1419424 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1419590.375000 Penalty: 4624.716797
	Iteration 17Q: 3 clusters Score -1419590 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1419718.875000 Penalty: 4624.716797
	Iteration 18Q: 3 clusters Score -1419719 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1419836.500000 Penalty: 4624.716797
	Iteration 19Q: 3 clusters Score -1419836 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1419926.125000 Penalty: 4624.716797
	Iteration 20F: 3 clusters Score -1419926 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1420019.875000 Penalty: 4624.716797
	Iteration 21Q: 3 clusters Score -1420020 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1420103.625000 Penalty: 4624.716797
	Iteration 22Q: 3 clusters Score -1420104 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1420165.625000 Penalty: 4624.716797
	Iteration 23Q: 3 clusters Score -1420166 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1420249.750000 Penalty: 4624.716797
	Iteration 24Q: 3 clusters Score -1420250 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1420329.500000 Penalty: 4624.716797
	Iteration 25Q: 3 clusters Score -1420330 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1420398.250000 Penalty: 4624.716797
	Iteration 26Q: 3 clusters Score -1420398 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1420465.375000 Penalty: 4624.716797
	Iteration 27Q: 3 clusters Score -1420465 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1420530.125000 Penalty: 4624.716797
	Iteration 28Q: 3 clusters Score -1420530 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1420589.375000 Penalty: 4624.716797
	Iteration 29Q: 3 clusters Score -1420589 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1420645.875000 Penalty: 4624.716797
	Iteration 30Q: 3 clusters Score -1420646 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1420711.625000 Penalty: 4624.716797
	Iteration 31Q: 3 clusters Score -1420712 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1420761.125000 Penalty: 4624.716797
	Iteration 32Q: 3 clusters Score -1420761 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1420796.125000 Penalty: 4624.716797
	Iteration 33Q: 3 clusters Score -1420796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1420828.625000 Penalty: 4624.716797
	Iteration 34Q: 3 clusters Score -1420829 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1420860.750000 Penalty: 4624.716797
	Iteration 35Q: 3 clusters Score -1420861 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1420879.500000 Penalty: 4624.716797
	Iteration 36Q: 3 clusters Score -1420880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1420888.750000 Penalty: 4624.716797
	Iteration 37Q: 3 clusters Score -1420889 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1420897.125000 Penalty: 4624.716797
	Iteration 38Q: 3 clusters Score -1420897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1420899.500000 Penalty: 4624.716797
	Iteration 39Q: 3 clusters Score -1420900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1420906.875000 Penalty: 4624.716797
	Iteration 40F: 3 clusters Score -1420907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1420910.500000 Penalty: 4624.716797
	Iteration 41Q: 3 clusters Score -1420910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1420915.000000 Penalty: 4624.716797
	Iteration 42Q: 3 clusters Score -1420915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1420917.500000 Penalty: 4624.716797
	Iteration 43Q: 3 clusters Score -1420918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1420922.375000 Penalty: 4624.716797
	Iteration 44Q: 3 clusters Score -1420922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1420923.875000 Penalty: 4624.716797
	Iteration 45Q: 3 clusters Score -1420924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1420923.000000 Penalty: 4624.716797
	Iteration 46Q: 3 clusters Score -1420923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1420924.375000 Penalty: 4624.716797
	Iteration 47Q: 3 clusters Score -1420924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1420929.000000 Penalty: 4624.716797
	Iteration 48Q: 3 clusters Score -1420929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1420933.125000 Penalty: 4624.716797
	Iteration 49Q: 3 clusters Score -1420933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1420931.250000 Penalty: 4624.716797
	Iteration 50Q: 3 clusters Score -1420931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1420936.125000 Penalty: 4624.716797
	Iteration 51Q: 3 clusters Score -1420936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1420939.875000 Penalty: 4624.716797
	Iteration 52Q: 3 clusters Score -1420940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1420937.375000 Penalty: 4624.716797
	Iteration 53Q: 3 clusters Score -1420937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1420938.500000 Penalty: 4624.716797
	Iteration 54Q: 3 clusters Score -1420938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1420940.125000 Penalty: 4624.716797
	Iteration 55Q: 3 clusters Score -1420940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1420939.625000 Penalty: 4624.716797
	Iteration 56Q: 3 clusters Score -1420940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1420939.625000 Penalty: 4624.716797
	Iteration 57F: 3 clusters Score -1420940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Entering Unmasked Estep 
Score: -1576343.000000 Penalty: 2338.270996
	Iteration 0F: 2 clusters Score -1576343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1567149.375000 Penalty: 4676.541992
	Iteration 0F: 3 clusters Score -1567149 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1569851.250000 Penalty: 4676.541992
	Iteration 1F: 3 clusters Score -1569851 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1570165.875000 Penalty: 4676.541992
	Iteration 2F: 3 clusters Score -1570166 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1570388.625000 Penalty: 4676.541992
	Iteration 3Q: 3 clusters Score -1570389 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1570570.125000 Penalty: 4676.541992
	Iteration 4Q: 3 clusters Score -1570570 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1570715.625000 Penalty: 4676.541992
	Iteration 5Q: 3 clusters Score -1570716 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1570874.250000 Penalty: 4676.541992
	Iteration 6Q: 3 clusters Score -1570874 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1571042.375000 Penalty: 4676.541992
	Iteration 7Q: 3 clusters Score -1571042 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1571187.375000 Penalty: 4676.541992
	Iteration 8Q: 3 clusters Score -1571187 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1571349.375000 Penalty: 4676.541992
	Iteration 9Q: 3 clusters Score -1571349 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1571528.750000 Penalty: 4676.541992
	Iteration 10Q: 3 clusters Score -1571529 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1571720.875000 Penalty: 4676.541992
	Iteration 11Q: 3 clusters Score -1571721 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1571965.750000 Penalty: 4676.541992
	Iteration 12Q: 3 clusters Score -1571966 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1572261.375000 Penalty: 4676.541992
	Iteration 13Q: 3 clusters Score -1572261 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1572606.375000 Penalty: 4676.541992
	Iteration 14Q: 3 clusters Score -1572606 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1572951.750000 Penalty: 4676.541992
	Iteration 15Q: 3 clusters Score -1572952 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1573341.375000 Penalty: 4676.541992
	Iteration 16Q: 3 clusters Score -1573341 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1573687.125000 Penalty: 4676.541992
	Iteration 17Q: 3 clusters Score -1573687 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1574000.000000 Penalty: 4676.541992
	Iteration 18Q: 3 clusters Score -1574000 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1574262.250000 Penalty: 4676.541992
	Iteration 19Q: 3 clusters Score -1574262 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1574451.875000 Penalty: 4676.541992
	Iteration 20F: 3 clusters Score -1574452 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1574624.875000 Penalty: 4676.541992
	Iteration 21Q: 3 clusters Score -1574625 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1574789.875000 Penalty: 4676.541992
	Iteration 22Q: 3 clusters Score -1574790 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1574975.500000 Penalty: 4676.541992
	Iteration 23Q: 3 clusters Score -1574976 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1575207.000000 Penalty: 4676.541992
	Iteration 24Q: 3 clusters Score -1575207 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1575422.375000 Penalty: 4676.541992
	Iteration 25Q: 3 clusters Score -1575422 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1575569.500000 Penalty: 4676.541992
	Iteration 26Q: 3 clusters Score -1575570 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1575631.625000 Penalty: 4676.541992
	Iteration 27Q: 3 clusters Score -1575632 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1575657.875000 Penalty: 4676.541992
	Iteration 28Q: 3 clusters Score -1575658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1575670.750000 Penalty: 4676.541992
	Iteration 29Q: 3 clusters Score -1575671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1575676.500000 Penalty: 4676.541992
	Iteration 30Q: 3 clusters Score -1575676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1575682.625000 Penalty: 4676.541992
	Iteration 31Q: 3 clusters Score -1575683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1575687.250000 Penalty: 4676.541992
	Iteration 32Q: 3 clusters Score -1575687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1575695.750000 Penalty: 4676.541992
	Iteration 33Q: 3 clusters Score -1575696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1575694.625000 Penalty: 4676.541992
	Iteration 34Q: 3 clusters Score -1575695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1575692.000000 Penalty: 4676.541992
	Iteration 35Q: 3 clusters Score -1575692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1575695.500000 Penalty: 4676.541992
	Iteration 36Q: 3 clusters Score -1575696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1575695.875000 Penalty: 4676.541992
	Iteration 37Q: 3 clusters Score -1575696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1575698.000000 Penalty: 4676.541992
	Iteration 38Q: 3 clusters Score -1575698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1575698.000000 Penalty: 4676.541992
	Iteration 39F: 3 clusters Score -1575698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Entering Unmasked Estep 
Score: -792203.562500 Penalty: 2178.206299
	Iteration 0F: 2 clusters Score -792203.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -786662.312500 Penalty: 4356.412598
	Iteration 0F: 3 clusters Score -786662.3 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -788154.437500 Penalty: 4356.412598
	Iteration 1F: 3 clusters Score -788154.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -788436.437500 Penalty: 4356.412598
	Iteration 2F: 3 clusters Score -788436.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -788670.312500 Penalty: 4356.412598
	Iteration 3F: 3 clusters Score -788670.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -788859.625000 Penalty: 4356.412598
	Iteration 4Q: 3 clusters Score -788859.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -789008.812500 Penalty: 4356.412598
	Iteration 5Q: 3 clusters Score -789008.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -789125.500000 Penalty: 4356.412598
	Iteration 6Q: 3 clusters Score -789125.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -789247.750000 Penalty: 4356.412598
	Iteration 7Q: 3 clusters Score -789247.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -789355.500000 Penalty: 4356.412598
	Iteration 8Q: 3 clusters Score -789355.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -789462.562500 Penalty: 4356.412598
	Iteration 9Q: 3 clusters Score -789462.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -789564.562500 Penalty: 4356.412598
	Iteration 10Q: 3 clusters Score -789564.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -789654.250000 Penalty: 4356.412598
	Iteration 11Q: 3 clusters Score -789654.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -789742.812500 Penalty: 4356.412598
	Iteration 12Q: 3 clusters Score -789742.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -789854.000000 Penalty: 4356.412598
	Iteration 13Q: 3 clusters Score -789854 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -789936.500000 Penalty: 4356.412598
	Iteration 14Q: 3 clusters Score -789936.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -789999.000000 Penalty: 4356.412598
	Iteration 15Q: 3 clusters Score -789999 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -790060.187500 Penalty: 4356.412598
	Iteration 16Q: 3 clusters Score -790060.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -790112.875000 Penalty: 4356.412598
	Iteration 17Q: 3 clusters Score -790112.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -790149.437500 Penalty: 4356.412598
	Iteration 18Q: 3 clusters Score -790149.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -790176.625000 Penalty: 4356.412598
	Iteration 19Q: 3 clusters Score -790176.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -790198.875000 Penalty: 4356.412598
	Iteration 20F: 3 clusters Score -790198.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -790214.187500 Penalty: 4356.412598
	Iteration 21Q: 3 clusters Score -790214.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -790225.937500 Penalty: 4356.412598
	Iteration 22Q: 3 clusters Score -790225.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -790234.000000 Penalty: 4356.412598
	Iteration 23Q: 3 clusters Score -790234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -790240.312500 Penalty: 4356.412598
	Iteration 24Q: 3 clusters Score -790240.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -790246.875000 Penalty: 4356.412598
	Iteration 25Q: 3 clusters Score -790246.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -790252.250000 Penalty: 4356.412598
	Iteration 26Q: 3 clusters Score -790252.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -790257.187500 Penalty: 4356.412598
	Iteration 27Q: 3 clusters Score -790257.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -790260.812500 Penalty: 4356.412598
	Iteration 28Q: 3 clusters Score -790260.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -790266.562500 Penalty: 4356.412598
	Iteration 29Q: 3 clusters Score -790266.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -790270.625000 Penalty: 4356.412598
	Iteration 30Q: 3 clusters Score -790270.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -790276.687500 Penalty: 4356.412598
	Iteration 31Q: 3 clusters Score -790276.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -790282.812500 Penalty: 4356.412598
	Iteration 32Q: 3 clusters Score -790282.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -790286.750000 Penalty: 4356.412598
	Iteration 33Q: 3 clusters Score -790286.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -790291.125000 Penalty: 4356.412598
	Iteration 34Q: 3 clusters Score -790291.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -790294.687500 Penalty: 4356.412598
	Iteration 35Q: 3 clusters Score -790294.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -790297.750000 Penalty: 4356.412598
	Iteration 36Q: 3 clusters Score -790297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -790299.937500 Penalty: 4356.412598
	Iteration 37Q: 3 clusters Score -790299.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -790298.812500 Penalty: 4356.412598
	Iteration 38Q: 3 clusters Score -790298.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -790299.500000 Penalty: 4356.412598
	Iteration 39Q: 3 clusters Score -790299.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -790301.312500 Penalty: 4356.412598
	Iteration 40F: 3 clusters Score -790301.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -790304.562500 Penalty: 4356.412598
	Iteration 41Q: 3 clusters Score -790304.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -790307.562500 Penalty: 4356.412598
	Iteration 42Q: 3 clusters Score -790307.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -790311.250000 Penalty: 4356.412598
	Iteration 43Q: 3 clusters Score -790311.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -790316.250000 Penalty: 4356.412598
	Iteration 44Q: 3 clusters Score -790316.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -790319.500000 Penalty: 4356.412598
	Iteration 45Q: 3 clusters Score -790319.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -790321.187500 Penalty: 4356.412598
	Iteration 46Q: 3 clusters Score -790321.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -790325.437500 Penalty: 4356.412598
	Iteration 47Q: 3 clusters Score -790325.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -790327.562500 Penalty: 4356.412598
	Iteration 48Q: 3 clusters Score -790327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -790328.062500 Penalty: 4356.412598
	Iteration 49Q: 3 clusters Score -790328.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -790327.937500 Penalty: 4356.412598
	Iteration 50Q: 3 clusters Score -790327.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -790328.000000 Penalty: 4356.412598
	Iteration 51Q: 3 clusters Score -790328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -790330.625000 Penalty: 4356.412598
	Iteration 52Q: 3 clusters Score -790330.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -790329.312500 Penalty: 4356.412598
	Iteration 53Q: 3 clusters Score -790329.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -790331.625000 Penalty: 4356.412598
	Iteration 54Q: 3 clusters Score -790331.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -790333.562500 Penalty: 4356.412598
	Iteration 55Q: 3 clusters Score -790333.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -790332.437500 Penalty: 4356.412598
	Iteration 56Q: 3 clusters Score -790332.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -790333.937500 Penalty: 4356.412598
	Iteration 57Q: 3 clusters Score -790333.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -790338.687500 Penalty: 4356.412598
	Iteration 58Q: 3 clusters Score -790338.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -790339.750000 Penalty: 4356.412598
	Iteration 59Q: 3 clusters Score -790339.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -790341.812500 Penalty: 4356.412598
	Iteration 60F: 3 clusters Score -790341.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -790342.937500 Penalty: 4356.412598
	Iteration 61Q: 3 clusters Score -790342.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -790343.812500 Penalty: 4356.412598
	Iteration 62Q: 3 clusters Score -790343.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -790345.000000 Penalty: 4356.412598
	Iteration 63Q: 3 clusters Score -790345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -790345.687500 Penalty: 4356.412598
	Iteration 64Q: 3 clusters Score -790345.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -790346.750000 Penalty: 4356.412598
	Iteration 65Q: 3 clusters Score -790346.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -790347.812500 Penalty: 4356.412598
	Iteration 66Q: 3 clusters Score -790347.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -790349.000000 Penalty: 4356.412598
	Iteration 67Q: 3 clusters Score -790349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -790349.375000 Penalty: 4356.412598
	Iteration 68Q: 3 clusters Score -790349.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -790349.812500 Penalty: 4356.412598
	Iteration 69Q: 3 clusters Score -790349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -790349.812500 Penalty: 4356.412598
	Iteration 70F: 3 clusters Score -790349.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -82671.742188 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -82671.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81008.578125 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -81008.58 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81254.312500 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -81254.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81326.109375 Penalty: 3242.917236
	Iteration 2Q: 3 clusters Score -81326.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -81350.414062 Penalty: 3242.917236
	Iteration 3Q: 3 clusters Score -81350.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -81366.203125 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -81366.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -81380.281250 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -81380.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -81387.187500 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -81387.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -81393.921875 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -81393.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81397.640625 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -81397.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81399.656250 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -81399.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81405.781250 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -81405.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -81407.625000 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -81407.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -81407.625000 Penalty: 3242.917236
	Iteration 12F: 3 clusters Score -81407.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (50027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Entering Unmasked Estep 
Score: -6437481.500000 Penalty: 2683.438965
	Iteration 0F: 2 clusters Score -6437482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -6403650.500000 Penalty: 5366.877930
	Iteration 0F: 3 clusters Score -6403650 nChanged 23245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -6416627.500000 Penalty: 5366.877930
	Iteration 1F: 3 clusters Score -6416628 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -6417285.000000 Penalty: 5366.877930
	Iteration 2Q: 3 clusters Score -6417285 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -6417925.000000 Penalty: 5366.877930
	Iteration 3Q: 3 clusters Score -6417925 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -6418628.000000 Penalty: 5366.877930
	Iteration 4Q: 3 clusters Score -6418628 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -6419379.500000 Penalty: 5366.877930
	Iteration 5Q: 3 clusters Score -6419380 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -6420307.000000 Penalty: 5366.877930
	Iteration 6Q: 3 clusters Score -6420307 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -6421410.000000 Penalty: 5366.877930
	Iteration 7Q: 3 clusters Score -6421410 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -6422949.500000 Penalty: 5366.877930
	Iteration 8F: 3 clusters Score -6422950 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -6425021.500000 Penalty: 5366.877930
	Iteration 9F: 3 clusters Score -6425022 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -6427116.000000 Penalty: 5366.877930
	Iteration 10F: 3 clusters Score -6427116 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -6428672.000000 Penalty: 5366.877930
	Iteration 11F: 3 clusters Score -6428672 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -6429684.500000 Penalty: 5366.877930
	Iteration 12Q: 3 clusters Score -6429684 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -6430183.000000 Penalty: 5366.877930
	Iteration 13Q: 3 clusters Score -6430183 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -6430362.000000 Penalty: 5366.877930
	Iteration 14Q: 3 clusters Score -6430362 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -6430486.000000 Penalty: 5366.877930
	Iteration 15Q: 3 clusters Score -6430486 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -6430578.500000 Penalty: 5366.877930
	Iteration 16Q: 3 clusters Score -6430578 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -6430643.500000 Penalty: 5366.877930
	Iteration 17Q: 3 clusters Score -6430644 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -6430702.000000 Penalty: 5366.877930
	Iteration 18Q: 3 clusters Score -6430702 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -6430741.500000 Penalty: 5366.877930
	Iteration 19Q: 3 clusters Score -6430742 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -6430817.500000 Penalty: 5366.877930
	Iteration 20F: 3 clusters Score -6430818 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -6430853.500000 Penalty: 5366.877930
	Iteration 21Q: 3 clusters Score -6430854 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -6430908.500000 Penalty: 5366.877930
	Iteration 22Q: 3 clusters Score -6430908 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -6430953.500000 Penalty: 5366.877930
	Iteration 23Q: 3 clusters Score -6430954 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -6430981.000000 Penalty: 5366.877930
	Iteration 24Q: 3 clusters Score -6430981 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -6431029.000000 Penalty: 5366.877930
	Iteration 25Q: 3 clusters Score -6431029 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -6431053.000000 Penalty: 5366.877930
	Iteration 26Q: 3 clusters Score -6431053 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -6431078.500000 Penalty: 5366.877930
	Iteration 27Q: 3 clusters Score -6431078 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -6431114.500000 Penalty: 5366.877930
	Iteration 28Q: 3 clusters Score -6431114 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -6431129.000000 Penalty: 5366.877930
	Iteration 29Q: 3 clusters Score -6431129 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -6431175.000000 Penalty: 5366.877930
	Iteration 30Q: 3 clusters Score -6431175 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -6431190.500000 Penalty: 5366.877930
	Iteration 31Q: 3 clusters Score -6431190 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -6431221.500000 Penalty: 5366.877930
	Iteration 32Q: 3 clusters Score -6431222 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -6431238.500000 Penalty: 5366.877930
	Iteration 33Q: 3 clusters Score -6431238 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -6431265.500000 Penalty: 5366.877930
	Iteration 34Q: 3 clusters Score -6431266 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -6431275.500000 Penalty: 5366.877930
	Iteration 35Q: 3 clusters Score -6431276 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -6431278.000000 Penalty: 5366.877930
	Iteration 36Q: 3 clusters Score -6431278 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -6431302.500000 Penalty: 5366.877930
	Iteration 37Q: 3 clusters Score -6431302 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -6431309.500000 Penalty: 5366.877930
	Iteration 38Q: 3 clusters Score -6431310 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -6431326.500000 Penalty: 5366.877930
	Iteration 39Q: 3 clusters Score -6431326 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -6431342.500000 Penalty: 5366.877930
	Iteration 40F: 3 clusters Score -6431342 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -6431323.500000 Penalty: 5366.877930
	Iteration 41Q: 3 clusters Score -6431324 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -6431350.000000 Penalty: 5366.877930
	Iteration 42Q: 3 clusters Score -6431350 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -6431379.500000 Penalty: 5366.877930
	Iteration 43Q: 3 clusters Score -6431380 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -6431400.500000 Penalty: 5366.877930
	Iteration 44Q: 3 clusters Score -6431400 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -6431415.500000 Penalty: 5366.877930
	Iteration 45Q: 3 clusters Score -6431416 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -6431426.500000 Penalty: 5366.877930
	Iteration 46Q: 3 clusters Score -6431426 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -6431458.500000 Penalty: 5366.877930
	Iteration 47Q: 3 clusters Score -6431458 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -6431495.000000 Penalty: 5366.877930
	Iteration 48Q: 3 clusters Score -6431495 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -6431500.000000 Penalty: 5366.877930
	Iteration 49Q: 3 clusters Score -6431500 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -6431514.000000 Penalty: 5366.877930
	Iteration 50Q: 3 clusters Score -6431514 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6431551 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6431592 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6431608 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6431636 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6431652 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6431675 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6431682 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6431661 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6431682 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6431740 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6431768 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6431801 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6431802 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -6431821.500000 Penalty: 5366.877930
	Iteration 64Q: 3 clusters Score -6431822 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6431834 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6431862 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6431897 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6431912 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6431891 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6431914 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6431943 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6431960 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6431980 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6432010 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6432020 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6432028 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6432035 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6432038 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6432040 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6432051 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6432065 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6432062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6432060 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6432052 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6432068 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6432085 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6432088 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6432077 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6432074 nChanged 105
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Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6432110 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6432112 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -6432133.500000 Penalty: 5366.877930
	Iteration 92Q: 3 clusters Score -6432134 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6432130 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -6432138.000000 Penalty: 5366.877930
	Iteration 94Q: 3 clusters Score -6432138 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -6432153.500000 Penalty: 5366.877930
	Iteration 95Q: 3 clusters Score -6432154 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -6432163.000000 Penalty: 5366.877930
	Iteration 96Q: 3 clusters Score -6432163 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -6432174.000000 Penalty: 5366.877930
	Iteration 97Q: 3 clusters Score -6432174 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6432171 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6432188 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -6432180.000000 Penalty: 5366.877930
	Iteration 100F: 3 clusters Score -6432180 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6432176 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6432198 nChanged 73
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Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6432194 nChanged 76
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Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6432194 nChanged 83
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Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -6432204.000000 Penalty: 5366.877930
	Iteration 105Q: 3 clusters Score -6432204 nChanged 85
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Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6432194 nChanged 88
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Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6432205 nChanged 111
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Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6432213 nChanged 119
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Mstep: Class 1 contains 14711 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6432236 nChanged 126
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Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6432246 nChanged 144
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Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6432259 nChanged 149
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Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6432284 nChanged 159
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Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6432275 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -6432300.000000 Penalty: 5366.877930
	Iteration 114Q: 3 clusters Score -6432300 nChanged 195
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Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -6432328.000000 Penalty: 5366.877930
	Iteration 115Q: 3 clusters Score -6432328 nChanged 209
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Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6432376 nChanged 206
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Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6432400 nChanged 209
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Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6432436 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6432468 nChanged 242
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Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6432490 nChanged 237
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Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6432512 nChanged 228
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Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6432540 nChanged 229
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Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6432556 nChanged 229
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Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6432594 nChanged 245
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Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6432647 nChanged 233
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Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 38725 members 
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	Iteration 126Q: 3 clusters Score -6432670 nChanged 247
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Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6432724 nChanged 249
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Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 39221 members 
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	Iteration 128Q: 3 clusters Score -6432776 nChanged 268
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Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6432828 nChanged 264
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Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6432874 nChanged 273
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Mstep: Class 1 contains 10005 members 
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	Iteration 131Q: 3 clusters Score -6432890 nChanged 274
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Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6432912 nChanged 252
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Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6432960 nChanged 236
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Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6432996 nChanged 234
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Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6433052 nChanged 264
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Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -6433119.000000 Penalty: 5366.877930
	Iteration 136Q: 3 clusters Score -6433119 nChanged 273
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Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6433164 nChanged 287
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Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6433226 nChanged 289
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6433285 nChanged 285
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6433330 nChanged 275
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Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6433400 nChanged 270
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Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -6433451.500000 Penalty: 5366.877930
	Iteration 142Q: 3 clusters Score -6433452 nChanged 279
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Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -6433512.500000 Penalty: 5366.877930
	Iteration 143Q: 3 clusters Score -6433512 nChanged 288
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -6433581.000000 Penalty: 5366.877930
	Iteration 144Q: 3 clusters Score -6433581 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -6433634.000000 Penalty: 5366.877930
	Iteration 145Q: 3 clusters Score -6433634 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -6433692.500000 Penalty: 5366.877930
	Iteration 146Q: 3 clusters Score -6433692 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -6433769.500000 Penalty: 5366.877930
	Iteration 147Q: 3 clusters Score -6433770 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -6433867.500000 Penalty: 5366.877930
	Iteration 148Q: 3 clusters Score -6433868 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -6433933.500000 Penalty: 5366.877930
	Iteration 149Q: 3 clusters Score -6433934 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -6434037.000000 Penalty: 5366.877930
	Iteration 150Q: 3 clusters Score -6434037 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -6434140.500000 Penalty: 5366.877930
	Iteration 151Q: 3 clusters Score -6434140 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -6434220.500000 Penalty: 5366.877930
	Iteration 152Q: 3 clusters Score -6434220 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -6434321.000000 Penalty: 5366.877930
	Iteration 153Q: 3 clusters Score -6434321 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -6434407.000000 Penalty: 5366.877930
	Iteration 154Q: 3 clusters Score -6434407 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -6434516.500000 Penalty: 5366.877930
	Iteration 155Q: 3 clusters Score -6434516 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -6434652.000000 Penalty: 5366.877930
	Iteration 156Q: 3 clusters Score -6434652 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -6434739.500000 Penalty: 5366.877930
	Iteration 157Q: 3 clusters Score -6434740 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -6434790.000000 Penalty: 5366.877930
	Iteration 158Q: 3 clusters Score -6434790 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -6434871.500000 Penalty: 5366.877930
	Iteration 159Q: 3 clusters Score -6434872 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -6434933.500000 Penalty: 5366.877930
	Iteration 160F: 3 clusters Score -6434934 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -6434981.000000 Penalty: 5366.877930
	Iteration 161Q: 3 clusters Score -6434981 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -6435019.000000 Penalty: 5366.877930
	Iteration 162Q: 3 clusters Score -6435019 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -6435059.000000 Penalty: 5366.877930
	Iteration 163Q: 3 clusters Score -6435059 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -6435074.000000 Penalty: 5366.877930
	Iteration 164Q: 3 clusters Score -6435074 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -6435095.000000 Penalty: 5366.877930
	Iteration 165Q: 3 clusters Score -6435095 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -6435137.500000 Penalty: 5366.877930
	Iteration 166Q: 3 clusters Score -6435138 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -6435155.500000 Penalty: 5366.877930
	Iteration 167Q: 3 clusters Score -6435156 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -6435192.500000 Penalty: 5366.877930
	Iteration 168Q: 3 clusters Score -6435192 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -6435207.000000 Penalty: 5366.877930
	Iteration 169Q: 3 clusters Score -6435207 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -6435221.000000 Penalty: 5366.877930
	Iteration 170Q: 3 clusters Score -6435221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -6435216.000000 Penalty: 5366.877930
	Iteration 171Q: 3 clusters Score -6435216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -6435228.000000 Penalty: 5366.877930
	Iteration 172Q: 3 clusters Score -6435228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -6435237.500000 Penalty: 5366.877930
	Iteration 173Q: 3 clusters Score -6435238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -6435260.000000 Penalty: 5366.877930
	Iteration 174Q: 3 clusters Score -6435260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -6435268.000000 Penalty: 5366.877930
	Iteration 175Q: 3 clusters Score -6435268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -6435282.500000 Penalty: 5366.877930
	Iteration 176Q: 3 clusters Score -6435282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -6435283.000000 Penalty: 5366.877930
	Iteration 177Q: 3 clusters Score -6435283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -6435285.000000 Penalty: 5366.877930
	Iteration 178Q: 3 clusters Score -6435285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -6435304.500000 Penalty: 5366.877930
	Iteration 179Q: 3 clusters Score -6435304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -6435316.500000 Penalty: 5366.877930
	Iteration 180F: 3 clusters Score -6435316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -6435313.000000 Penalty: 5366.877930
	Iteration 181Q: 3 clusters Score -6435313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -6435315.500000 Penalty: 5366.877930
	Iteration 182Q: 3 clusters Score -6435316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -6435304.500000 Penalty: 5366.877930
	Iteration 183Q: 3 clusters Score -6435304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -6435308.000000 Penalty: 5366.877930
	Iteration 184Q: 3 clusters Score -6435308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -6435313.000000 Penalty: 5366.877930
	Iteration 185Q: 3 clusters Score -6435313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -6435318.500000 Penalty: 5366.877930
	Iteration 186Q: 3 clusters Score -6435318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -6435324.500000 Penalty: 5366.877930
	Iteration 187Q: 3 clusters Score -6435324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -6435322.500000 Penalty: 5366.877930
	Iteration 188Q: 3 clusters Score -6435322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -6435325.500000 Penalty: 5366.877930
	Iteration 189Q: 3 clusters Score -6435326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -6435325.500000 Penalty: 5366.877930
	Iteration 190Q: 3 clusters Score -6435326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -6435333.500000 Penalty: 5366.877930
	Iteration 191Q: 3 clusters Score -6435334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -6435327.000000 Penalty: 5366.877930
	Iteration 192Q: 3 clusters Score -6435327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -6435329.500000 Penalty: 5366.877930
	Iteration 193Q: 3 clusters Score -6435330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -6435329.500000 Penalty: 5366.877930
	Iteration 194F: 3 clusters Score -6435330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Entering Unmasked Estep 
Score: -373456.281250 Penalty: 2003.898926
	Iteration 0F: 2 clusters Score -373456.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -370124.281250 Penalty: 4007.797852
	Iteration 0F: 3 clusters Score -370124.3 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -370962.781250 Penalty: 4007.797852
	Iteration 1F: 3 clusters Score -370962.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -371281.593750 Penalty: 4007.797852
	Iteration 2F: 3 clusters Score -371281.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -371587.312500 Penalty: 4007.797852
	Iteration 3F: 3 clusters Score -371587.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -371925.781250 Penalty: 4007.797852
	Iteration 4F: 3 clusters Score -371925.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -372295.937500 Penalty: 4007.797852
	Iteration 5F: 3 clusters Score -372295.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -372582.437500 Penalty: 4007.797852
	Iteration 6F: 3 clusters Score -372582.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -372738.687500 Penalty: 4007.797852
	Iteration 7Q: 3 clusters Score -372738.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -372810.000000 Penalty: 4007.797852
	Iteration 8Q: 3 clusters Score -372810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -372855.593750 Penalty: 4007.797852
	Iteration 9Q: 3 clusters Score -372855.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -372874.125000 Penalty: 4007.797852
	Iteration 10Q: 3 clusters Score -372874.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -372882.812500 Penalty: 4007.797852
	Iteration 11Q: 3 clusters Score -372882.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -372887.656250 Penalty: 4007.797852
	Iteration 12Q: 3 clusters Score -372887.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -372889.750000 Penalty: 4007.797852
	Iteration 13Q: 3 clusters Score -372889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -372890.093750 Penalty: 4007.797852
	Iteration 14Q: 3 clusters Score -372890.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -372891.250000 Penalty: 4007.797852
	Iteration 15Q: 3 clusters Score -372891.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -372891.250000 Penalty: 4007.797852
	Iteration 16F: 3 clusters Score -372891.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Entering Unmasked Estep 
Score: -1915302.875000 Penalty: 2379.152100
	Iteration 0F: 2 clusters Score -1915303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1904685.750000 Penalty: 4758.304199
	Iteration 0F: 3 clusters Score -1904686 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1908107.750000 Penalty: 4758.304199
	Iteration 1F: 3 clusters Score -1908108 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1908595.000000 Penalty: 4758.304199
	Iteration 2F: 3 clusters Score -1908595 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1909121.625000 Penalty: 4758.304199
	Iteration 3F: 3 clusters Score -1909122 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1909660.250000 Penalty: 4758.304199
	Iteration 4F: 3 clusters Score -1909660 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1910292.125000 Penalty: 4758.304199
	Iteration 5F: 3 clusters Score -1910292 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1910892.750000 Penalty: 4758.304199
	Iteration 6F: 3 clusters Score -1910893 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1911406.125000 Penalty: 4758.304199
	Iteration 7F: 3 clusters Score -1911406 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1911775.125000 Penalty: 4758.304199
	Iteration 8Q: 3 clusters Score -1911775 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1912019.500000 Penalty: 4758.304199
	Iteration 9Q: 3 clusters Score -1912020 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1912198.000000 Penalty: 4758.304199
	Iteration 10Q: 3 clusters Score -1912198 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1912316.625000 Penalty: 4758.304199
	Iteration 11Q: 3 clusters Score -1912317 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1912415.000000 Penalty: 4758.304199
	Iteration 12Q: 3 clusters Score -1912415 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1912463.250000 Penalty: 4758.304199
	Iteration 13Q: 3 clusters Score -1912463 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1912496.625000 Penalty: 4758.304199
	Iteration 14Q: 3 clusters Score -1912497 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1912541.875000 Penalty: 4758.304199
	Iteration 15Q: 3 clusters Score -1912542 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1912583.750000 Penalty: 4758.304199
	Iteration 16Q: 3 clusters Score -1912584 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1912621.875000 Penalty: 4758.304199
	Iteration 17Q: 3 clusters Score -1912622 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1912652.250000 Penalty: 4758.304199
	Iteration 18Q: 3 clusters Score -1912652 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1912676.875000 Penalty: 4758.304199
	Iteration 19Q: 3 clusters Score -1912677 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1912706.750000 Penalty: 4758.304199
	Iteration 20F: 3 clusters Score -1912707 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1912727.250000 Penalty: 4758.304199
	Iteration 21Q: 3 clusters Score -1912727 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1912755.250000 Penalty: 4758.304199
	Iteration 22Q: 3 clusters Score -1912755 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1912779.875000 Penalty: 4758.304199
	Iteration 23Q: 3 clusters Score -1912780 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1912804.250000 Penalty: 4758.304199
	Iteration 24Q: 3 clusters Score -1912804 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1912824.375000 Penalty: 4758.304199
	Iteration 25Q: 3 clusters Score -1912824 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1912837 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1912865.500000 Penalty: 4758.304199
	Iteration 27Q: 3 clusters Score -1912866 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1912874.000000 Penalty: 4758.304199
	Iteration 28Q: 3 clusters Score -1912874 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1912889 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1912907.000000 Penalty: 4758.304199
	Iteration 30Q: 3 clusters Score -1912907 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1912918.250000 Penalty: 4758.304199
	Iteration 31Q: 3 clusters Score -1912918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1912928.875000 Penalty: 4758.304199
	Iteration 32Q: 3 clusters Score -1912929 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1912942.125000 Penalty: 4758.304199
	Iteration 33Q: 3 clusters Score -1912942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1912949.250000 Penalty: 4758.304199
	Iteration 34Q: 3 clusters Score -1912949 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1912965.375000 Penalty: 4758.304199
	Iteration 35Q: 3 clusters Score -1912965 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1912981.375000 Penalty: 4758.304199
	Iteration 36Q: 3 clusters Score -1912981 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1912991.125000 Penalty: 4758.304199
	Iteration 37Q: 3 clusters Score -1912991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1912997.375000 Penalty: 4758.304199
	Iteration 38Q: 3 clusters Score -1912997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1913007.875000 Penalty: 4758.304199
	Iteration 39Q: 3 clusters Score -1913008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1913014.250000 Penalty: 4758.304199
	Iteration 40F: 3 clusters Score -1913014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1913030.625000 Penalty: 4758.304199
	Iteration 41Q: 3 clusters Score -1913031 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1913040.875000 Penalty: 4758.304199
	Iteration 42Q: 3 clusters Score -1913041 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1913051.750000 Penalty: 4758.304199
	Iteration 43Q: 3 clusters Score -1913052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1913055.875000 Penalty: 4758.304199
	Iteration 44Q: 3 clusters Score -1913056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1913063.250000 Penalty: 4758.304199
	Iteration 45Q: 3 clusters Score -1913063 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1913075.625000 Penalty: 4758.304199
	Iteration 46Q: 3 clusters Score -1913076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1913079.250000 Penalty: 4758.304199
	Iteration 47Q: 3 clusters Score -1913079 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1913084.000000 Penalty: 4758.304199
	Iteration 48Q: 3 clusters Score -1913084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1913090.875000 Penalty: 4758.304199
	Iteration 49Q: 3 clusters Score -1913091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1913100.875000 Penalty: 4758.304199
	Iteration 50Q: 3 clusters Score -1913101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1913106.500000 Penalty: 4758.304199
	Iteration 51Q: 3 clusters Score -1913106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1913115.125000 Penalty: 4758.304199
	Iteration 52Q: 3 clusters Score -1913115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1913119.750000 Penalty: 4758.304199
	Iteration 53Q: 3 clusters Score -1913120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1913119.250000 Penalty: 4758.304199
	Iteration 54Q: 3 clusters Score -1913119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1913129.375000 Penalty: 4758.304199
	Iteration 55Q: 3 clusters Score -1913129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1913128.750000 Penalty: 4758.304199
	Iteration 56Q: 3 clusters Score -1913129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1913131.750000 Penalty: 4758.304199
	Iteration 57Q: 3 clusters Score -1913132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1913139.750000 Penalty: 4758.304199
	Iteration 58Q: 3 clusters Score -1913140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1913140.500000 Penalty: 4758.304199
	Iteration 59Q: 3 clusters Score -1913140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1913142.125000 Penalty: 4758.304199
	Iteration 60F: 3 clusters Score -1913142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1913148.125000 Penalty: 4758.304199
	Iteration 61Q: 3 clusters Score -1913148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1913146.875000 Penalty: 4758.304199
	Iteration 62Q: 3 clusters Score -1913147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1913156.875000 Penalty: 4758.304199
	Iteration 63Q: 3 clusters Score -1913157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1913163.125000 Penalty: 4758.304199
	Iteration 64Q: 3 clusters Score -1913163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1913168.000000 Penalty: 4758.304199
	Iteration 65Q: 3 clusters Score -1913168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1913170.000000 Penalty: 4758.304199
	Iteration 66Q: 3 clusters Score -1913170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1913170.125000 Penalty: 4758.304199
	Iteration 67Q: 3 clusters Score -1913170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1913167.750000 Penalty: 4758.304199
	Iteration 68Q: 3 clusters Score -1913168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1913172.625000 Penalty: 4758.304199
	Iteration 69Q: 3 clusters Score -1913173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1913174.375000 Penalty: 4758.304199
	Iteration 70Q: 3 clusters Score -1913174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1913184.000000 Penalty: 4758.304199
	Iteration 71Q: 3 clusters Score -1913184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1913187.625000 Penalty: 4758.304199
	Iteration 72Q: 3 clusters Score -1913188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1913195.875000 Penalty: 4758.304199
	Iteration 73Q: 3 clusters Score -1913196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1913194.250000 Penalty: 4758.304199
	Iteration 74Q: 3 clusters Score -1913194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1913199.875000 Penalty: 4758.304199
	Iteration 75Q: 3 clusters Score -1913200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1913203.500000 Penalty: 4758.304199
	Iteration 76Q: 3 clusters Score -1913204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1913207.375000 Penalty: 4758.304199
	Iteration 77Q: 3 clusters Score -1913207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1913220.375000 Penalty: 4758.304199
	Iteration 78Q: 3 clusters Score -1913220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1913226.250000 Penalty: 4758.304199
	Iteration 79Q: 3 clusters Score -1913226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1913236.375000 Penalty: 4758.304199
	Iteration 80F: 3 clusters Score -1913236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1913239.125000 Penalty: 4758.304199
	Iteration 81Q: 3 clusters Score -1913239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1913252.500000 Penalty: 4758.304199
	Iteration 82Q: 3 clusters Score -1913252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1913252.125000 Penalty: 4758.304199
	Iteration 83Q: 3 clusters Score -1913252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1913254.875000 Penalty: 4758.304199
	Iteration 84Q: 3 clusters Score -1913255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1913256.250000 Penalty: 4758.304199
	Iteration 85Q: 3 clusters Score -1913256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1913255.250000 Penalty: 4758.304199
	Iteration 86Q: 3 clusters Score -1913255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1913261.375000 Penalty: 4758.304199
	Iteration 87Q: 3 clusters Score -1913261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1913268.375000 Penalty: 4758.304199
	Iteration 88Q: 3 clusters Score -1913268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1913273.500000 Penalty: 4758.304199
	Iteration 89Q: 3 clusters Score -1913274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1913278.250000 Penalty: 4758.304199
	Iteration 90Q: 3 clusters Score -1913278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1913279.000000 Penalty: 4758.304199
	Iteration 91Q: 3 clusters Score -1913279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1913283.125000 Penalty: 4758.304199
	Iteration 92Q: 3 clusters Score -1913283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1913288.125000 Penalty: 4758.304199
	Iteration 93Q: 3 clusters Score -1913288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1913284.625000 Penalty: 4758.304199
	Iteration 94Q: 3 clusters Score -1913285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1913292.500000 Penalty: 4758.304199
	Iteration 95Q: 3 clusters Score -1913292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1913292.750000 Penalty: 4758.304199
	Iteration 96Q: 3 clusters Score -1913293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1913294.875000 Penalty: 4758.304199
	Iteration 97Q: 3 clusters Score -1913295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1913297.750000 Penalty: 4758.304199
	Iteration 98Q: 3 clusters Score -1913298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1913295.000000 Penalty: 4758.304199
	Iteration 99Q: 3 clusters Score -1913295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1913297.625000 Penalty: 4758.304199
	Iteration 100F: 3 clusters Score -1913298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1913298.500000 Penalty: 4758.304199
	Iteration 101Q: 3 clusters Score -1913298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1913299.250000 Penalty: 4758.304199
	Iteration 102Q: 3 clusters Score -1913299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1913301.250000 Penalty: 4758.304199
	Iteration 103Q: 3 clusters Score -1913301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1913305.000000 Penalty: 4758.304199
	Iteration 104Q: 3 clusters Score -1913305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1913302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1913301.625000 Penalty: 4758.304199
	Iteration 106F: 3 clusters Score -1913302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 9898 members 
Mstep: Class 3 contains 14029 members 
Mstep: Class 4 contains 19268 members 
Mstep: Class 5 contains 3254 members 
Mstep: Class 6 contains 2824 members 
Mstep: Class 7 contains 18966 members 
Mstep: Class 8 contains 15407 members 
Mstep: Class 9 contains 78443 members 
Mstep: Class 10 contains 18415 members 
Mstep: Class 11 contains 4888 members 
Mstep: Class 12 contains 13029 members 
Mstep: Class 13 contains 11394 members 
Mstep: Class 14 contains 140616 members 
Mstep: Class 15 contains 18656 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 57419 members 
Mstep: Class 18 contains 97676 members 
Mstep: Class 19 contains 8138 members 
Mstep: Class 20 contains 179537 members 
Mstep: Class 21 contains 675 members 
Mstep: Class 22 contains 84812 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13441 members 
Mstep: Class 25 contains 28397 members 
Mstep: Class 26 contains 40022 members 
Mstep: Class 27 contains 12936 members 
Mstep: Class 28 contains 5314 members 
Mstep: Class 29 contains 9137 members 
Mstep: Class 30 contains 179998 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11204 members 
Mstep: Class 33 contains 12438 members 
Mstep: Class 34 contains 6523 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50027 members 
Mstep: Class 37 contains 3230 members 
Mstep: Class 38 contains 14667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646128.000000 Penalty: 132019.453125
Iteration 119Q: 39 clusters Score -1.506461e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 9860 members 
Mstep: Class 3 contains 14038 members 
Mstep: Class 4 contains 19269 members 
Mstep: Class 5 contains 3255 members 
Mstep: Class 6 contains 2822 members 
Mstep: Class 7 contains 18966 members 
Mstep: Class 8 contains 15398 members 
Mstep: Class 9 contains 78442 members 
Mstep: Class 10 contains 18402 members 
Mstep: Class 11 contains 4883 members 
Mstep: Class 12 contains 13028 members 
Mstep: Class 13 contains 11394 members 
Mstep: Class 14 contains 140608 members 
Mstep: Class 15 contains 18656 members 
Mstep: Class 16 contains 5447 members 
Mstep: Class 17 contains 57396 members 
Mstep: Class 18 contains 97675 members 
Mstep: Class 19 contains 8150 members 
Mstep: Class 20 contains 179536 members 
Mstep: Class 21 contains 675 members 
Mstep: Class 22 contains 84818 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13441 members 
Mstep: Class 25 contains 28389 members 
Mstep: Class 26 contains 40111 members 
Mstep: Class 27 contains 12937 members 
Mstep: Class 28 contains 5315 members 
Mstep: Class 29 contains 9140 members 
Mstep: Class 30 contains 179956 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11213 members 
Mstep: Class 33 contains 12439 members 
Mstep: Class 34 contains 6530 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50030 members 
Mstep: Class 37 contains 3232 members 
Mstep: Class 38 contains 14683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646176.000000 Penalty: 132019.453125
Iteration 120F: 39 clusters Score -1.506462e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 9824 members 
Mstep: Class 3 contains 14043 members 
Mstep: Class 4 contains 19271 members 
Mstep: Class 5 contains 3251 members 
Mstep: Class 6 contains 2822 members 
Mstep: Class 7 contains 18967 members 
Mstep: Class 8 contains 15388 members 
Mstep: Class 9 contains 78444 members 
Mstep: Class 10 contains 18389 members 
Mstep: Class 11 contains 4882 members 
Mstep: Class 12 contains 13032 members 
Mstep: Class 13 contains 11389 members 
Mstep: Class 14 contains 140609 members 
Mstep: Class 15 contains 18656 members 
Mstep: Class 16 contains 5446 members 
Mstep: Class 17 contains 57376 members 
Mstep: Class 18 contains 97675 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 179521 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84820 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13441 members 
Mstep: Class 25 contains 28381 members 
Mstep: Class 26 contains 40191 members 
Mstep: Class 27 contains 12938 members 
Mstep: Class 28 contains 5316 members 
Mstep: Class 29 contains 9145 members 
Mstep: Class 30 contains 179925 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11222 members 
Mstep: Class 33 contains 12441 members 
Mstep: Class 34 contains 6539 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50035 members 
Mstep: Class 37 contains 3233 members 
Mstep: Class 38 contains 14695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646192.000000 Penalty: 132019.453125
Iteration 121Q: 39 clusters Score -1.506462e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 14054 members 
Mstep: Class 4 contains 19271 members 
Mstep: Class 5 contains 3246 members 
Mstep: Class 6 contains 2822 members 
Mstep: Class 7 contains 18965 members 
Mstep: Class 8 contains 15377 members 
Mstep: Class 9 contains 78444 members 
Mstep: Class 10 contains 18387 members 
Mstep: Class 11 contains 4880 members 
Mstep: Class 12 contains 13030 members 
Mstep: Class 13 contains 11388 members 
Mstep: Class 14 contains 140603 members 
Mstep: Class 15 contains 18651 members 
Mstep: Class 16 contains 5451 members 
Mstep: Class 17 contains 57356 members 
Mstep: Class 18 contains 97675 members 
Mstep: Class 19 contains 8166 members 
Mstep: Class 20 contains 179512 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84826 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13442 members 
Mstep: Class 25 contains 28376 members 
Mstep: Class 26 contains 40268 members 
Mstep: Class 27 contains 12936 members 
Mstep: Class 28 contains 5315 members 
Mstep: Class 29 contains 9146 members 
Mstep: Class 30 contains 179898 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11236 members 
Mstep: Class 33 contains 12439 members 
Mstep: Class 34 contains 6541 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50042 members 
Mstep: Class 37 contains 3235 members 
Mstep: Class 38 contains 14701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646064.000000 Penalty: 132019.453125
Iteration 122Q: 39 clusters Score -1.506461e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 9770 members 
Mstep: Class 3 contains 14063 members 
Mstep: Class 4 contains 19271 members 
Mstep: Class 5 contains 3239 members 
Mstep: Class 6 contains 2822 members 
Mstep: Class 7 contains 18960 members 
Mstep: Class 8 contains 15361 members 
Mstep: Class 9 contains 78441 members 
Mstep: Class 10 contains 18389 members 
Mstep: Class 11 contains 4880 members 
Mstep: Class 12 contains 13030 members 
Mstep: Class 13 contains 11384 members 
Mstep: Class 14 contains 140601 members 
Mstep: Class 15 contains 18649 members 
Mstep: Class 16 contains 5452 members 
Mstep: Class 17 contains 57336 members 
Mstep: Class 18 contains 97672 members 
Mstep: Class 19 contains 8168 members 
Mstep: Class 20 contains 179501 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84837 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13440 members 
Mstep: Class 25 contains 28369 members 
Mstep: Class 26 contains 40348 members 
Mstep: Class 27 contains 12934 members 
Mstep: Class 28 contains 5316 members 
Mstep: Class 29 contains 9147 members 
Mstep: Class 30 contains 179868 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11246 members 
Mstep: Class 33 contains 12437 members 
Mstep: Class 34 contains 6549 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50047 members 
Mstep: Class 37 contains 3236 members 
Mstep: Class 38 contains 14712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646080.000000 Penalty: 132019.453125
Iteration 123Q: 39 clusters Score -1.506461e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 9747 members 
Mstep: Class 3 contains 14074 members 
Mstep: Class 4 contains 19269 members 
Mstep: Class 5 contains 3232 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 18958 members 
Mstep: Class 8 contains 15342 members 
Mstep: Class 9 contains 78446 members 
Mstep: Class 10 contains 18384 members 
Mstep: Class 11 contains 4879 members 
Mstep: Class 12 contains 13026 members 
Mstep: Class 13 contains 11383 members 
Mstep: Class 14 contains 140608 members 
Mstep: Class 15 contains 18647 members 
Mstep: Class 16 contains 5454 members 
Mstep: Class 17 contains 57313 members 
Mstep: Class 18 contains 97671 members 
Mstep: Class 19 contains 8172 members 
Mstep: Class 20 contains 179490 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84854 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13440 members 
Mstep: Class 25 contains 28359 members 
Mstep: Class 26 contains 40419 members 
Mstep: Class 27 contains 12935 members 
Mstep: Class 28 contains 5318 members 
Mstep: Class 29 contains 9154 members 
Mstep: Class 30 contains 179834 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11253 members 
Mstep: Class 33 contains 12436 members 
Mstep: Class 34 contains 6557 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50048 members 
Mstep: Class 37 contains 3236 members 
Mstep: Class 38 contains 14720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646016.000000 Penalty: 132019.453125
Iteration 124Q: 39 clusters Score -1.50646e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 9736 members 
Mstep: Class 3 contains 14081 members 
Mstep: Class 4 contains 19268 members 
Mstep: Class 5 contains 3234 members 
Mstep: Class 6 contains 2822 members 
Mstep: Class 7 contains 18961 members 
Mstep: Class 8 contains 15327 members 
Mstep: Class 9 contains 78446 members 
Mstep: Class 10 contains 18376 members 
Mstep: Class 11 contains 4879 members 
Mstep: Class 12 contains 13030 members 
Mstep: Class 13 contains 11373 members 
Mstep: Class 14 contains 140606 members 
Mstep: Class 15 contains 18645 members 
Mstep: Class 16 contains 5451 members 
Mstep: Class 17 contains 57301 members 
Mstep: Class 18 contains 97671 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 179480 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84860 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13437 members 
Mstep: Class 25 contains 28348 members 
Mstep: Class 26 contains 40469 members 
Mstep: Class 27 contains 12935 members 
Mstep: Class 28 contains 5318 members 
Mstep: Class 29 contains 9165 members 
Mstep: Class 30 contains 179812 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11259 members 
Mstep: Class 33 contains 12435 members 
Mstep: Class 34 contains 6568 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50056 members 
Mstep: Class 37 contains 3234 members 
Mstep: Class 38 contains 14728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646176.000000 Penalty: 132019.453125
Iteration 125Q: 39 clusters Score -1.506462e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 9724 members 
Mstep: Class 3 contains 14084 members 
Mstep: Class 4 contains 19270 members 
Mstep: Class 5 contains 3230 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 18959 members 
Mstep: Class 8 contains 15311 members 
Mstep: Class 9 contains 78445 members 
Mstep: Class 10 contains 18366 members 
Mstep: Class 11 contains 4879 members 
Mstep: Class 12 contains 13030 members 
Mstep: Class 13 contains 11372 members 
Mstep: Class 14 contains 140609 members 
Mstep: Class 15 contains 18643 members 
Mstep: Class 16 contains 5453 members 
Mstep: Class 17 contains 57278 members 
Mstep: Class 18 contains 97672 members 
Mstep: Class 19 contains 8185 members 
Mstep: Class 20 contains 179476 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84870 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13437 members 
Mstep: Class 25 contains 28336 members 
Mstep: Class 26 contains 40525 members 
Mstep: Class 27 contains 12937 members 
Mstep: Class 28 contains 5319 members 
Mstep: Class 29 contains 9168 members 
Mstep: Class 30 contains 179785 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11263 members 
Mstep: Class 33 contains 12434 members 
Mstep: Class 34 contains 6576 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50069 members 
Mstep: Class 37 contains 3236 members 
Mstep: Class 38 contains 14731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646016.000000 Penalty: 132019.453125
Iteration 126Q: 39 clusters Score -1.50646e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 9715 members 
Mstep: Class 3 contains 14096 members 
Mstep: Class 4 contains 19271 members 
Mstep: Class 5 contains 3230 members 
Mstep: Class 6 contains 2818 members 
Mstep: Class 7 contains 18957 members 
Mstep: Class 8 contains 15291 members 
Mstep: Class 9 contains 78439 members 
Mstep: Class 10 contains 18359 members 
Mstep: Class 11 contains 4880 members 
Mstep: Class 12 contains 13031 members 
Mstep: Class 13 contains 11367 members 
Mstep: Class 14 contains 140610 members 
Mstep: Class 15 contains 18644 members 
Mstep: Class 16 contains 5454 members 
Mstep: Class 17 contains 57255 members 
Mstep: Class 18 contains 97673 members 
Mstep: Class 19 contains 8193 members 
Mstep: Class 20 contains 179470 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84887 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13438 members 
Mstep: Class 25 contains 28323 members 
Mstep: Class 26 contains 40570 members 
Mstep: Class 27 contains 12938 members 
Mstep: Class 28 contains 5319 members 
Mstep: Class 29 contains 9171 members 
Mstep: Class 30 contains 179770 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11268 members 
Mstep: Class 33 contains 12432 members 
Mstep: Class 34 contains 6584 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50071 members 
Mstep: Class 37 contains 3241 members 
Mstep: Class 38 contains 14732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645824.000000 Penalty: 132019.453125
Iteration 127Q: 39 clusters Score -1.506458e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 9704 members 
Mstep: Class 3 contains 14110 members 
Mstep: Class 4 contains 19266 members 
Mstep: Class 5 contains 3231 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 18960 members 
Mstep: Class 8 contains 15279 members 
Mstep: Class 9 contains 78442 members 
Mstep: Class 10 contains 18352 members 
Mstep: Class 11 contains 4880 members 
Mstep: Class 12 contains 13030 members 
Mstep: Class 13 contains 11362 members 
Mstep: Class 14 contains 140610 members 
Mstep: Class 15 contains 18648 members 
Mstep: Class 16 contains 5457 members 
Mstep: Class 17 contains 57230 members 
Mstep: Class 18 contains 97671 members 
Mstep: Class 19 contains 8199 members 
Mstep: Class 20 contains 179455 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84906 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13440 members 
Mstep: Class 25 contains 28312 members 
Mstep: Class 26 contains 40619 members 
Mstep: Class 27 contains 12936 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9173 members 
Mstep: Class 30 contains 179754 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11272 members 
Mstep: Class 33 contains 12433 members 
Mstep: Class 34 contains 6588 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50074 members 
Mstep: Class 37 contains 3242 members 
Mstep: Class 38 contains 14732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645840.000000 Penalty: 132019.453125
Iteration 128Q: 39 clusters Score -1.506458e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 14120 members 
Mstep: Class 4 contains 19267 members 
Mstep: Class 5 contains 3229 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 18962 members 
Mstep: Class 8 contains 15263 members 
Mstep: Class 9 contains 78437 members 
Mstep: Class 10 contains 18347 members 
Mstep: Class 11 contains 4880 members 
Mstep: Class 12 contains 13030 members 
Mstep: Class 13 contains 11357 members 
Mstep: Class 14 contains 140617 members 
Mstep: Class 15 contains 18652 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 57211 members 
Mstep: Class 18 contains 97670 members 
Mstep: Class 19 contains 8205 members 
Mstep: Class 20 contains 179460 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84922 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13442 members 
Mstep: Class 25 contains 28303 members 
Mstep: Class 26 contains 40659 members 
Mstep: Class 27 contains 12936 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9177 members 
Mstep: Class 30 contains 179734 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11275 members 
Mstep: Class 33 contains 12433 members 
Mstep: Class 34 contains 6589 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50085 members 
Mstep: Class 37 contains 3239 members 
Mstep: Class 38 contains 14733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645776.000000 Penalty: 132019.453125
Iteration 129Q: 39 clusters Score -1.506458e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 9674 members 
Mstep: Class 3 contains 14129 members 
Mstep: Class 4 contains 19264 members 
Mstep: Class 5 contains 3223 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 18966 members 
Mstep: Class 8 contains 15247 members 
Mstep: Class 9 contains 78439 members 
Mstep: Class 10 contains 18343 members 
Mstep: Class 11 contains 4879 members 
Mstep: Class 12 contains 13030 members 
Mstep: Class 13 contains 11355 members 
Mstep: Class 14 contains 140617 members 
Mstep: Class 15 contains 18654 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 57199 members 
Mstep: Class 18 contains 97670 members 
Mstep: Class 19 contains 8209 members 
Mstep: Class 20 contains 179450 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84936 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13446 members 
Mstep: Class 25 contains 28296 members 
Mstep: Class 26 contains 40698 members 
Mstep: Class 27 contains 12936 members 
Mstep: Class 28 contains 5321 members 
Mstep: Class 29 contains 9183 members 
Mstep: Class 30 contains 179716 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11272 members 
Mstep: Class 33 contains 12434 members 
Mstep: Class 34 contains 6589 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50088 members 
Mstep: Class 37 contains 3239 members 
Mstep: Class 38 contains 14734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645920.000000 Penalty: 132019.453125
Iteration 130Q: 39 clusters Score -1.506459e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 9673 members 
Mstep: Class 3 contains 14130 members 
Mstep: Class 4 contains 19268 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 2813 members 
Mstep: Class 7 contains 18963 members 
Mstep: Class 8 contains 15222 members 
Mstep: Class 9 contains 78440 members 
Mstep: Class 10 contains 18341 members 
Mstep: Class 11 contains 4878 members 
Mstep: Class 12 contains 13035 members 
Mstep: Class 13 contains 11350 members 
Mstep: Class 14 contains 140625 members 
Mstep: Class 15 contains 18657 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 57187 members 
Mstep: Class 18 contains 97671 members 
Mstep: Class 19 contains 8211 members 
Mstep: Class 20 contains 179438 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84952 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13445 members 
Mstep: Class 25 contains 28290 members 
Mstep: Class 26 contains 40735 members 
Mstep: Class 27 contains 12936 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9187 members 
Mstep: Class 30 contains 179704 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11271 members 
Mstep: Class 33 contains 12433 members 
Mstep: Class 34 contains 6591 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50089 members 
Mstep: Class 37 contains 3240 members 
Mstep: Class 38 contains 14734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645744.000000 Penalty: 132019.453125
Iteration 131Q: 39 clusters Score -1.506457e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 9666 members 
Mstep: Class 3 contains 14131 members 
Mstep: Class 4 contains 19273 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 2813 members 
Mstep: Class 7 contains 18965 members 
Mstep: Class 8 contains 15196 members 
Mstep: Class 9 contains 78443 members 
Mstep: Class 10 contains 18347 members 
Mstep: Class 11 contains 4878 members 
Mstep: Class 12 contains 13038 members 
Mstep: Class 13 contains 11351 members 
Mstep: Class 14 contains 140627 members 
Mstep: Class 15 contains 18658 members 
Mstep: Class 16 contains 5476 members 
Mstep: Class 17 contains 57178 members 
Mstep: Class 18 contains 97670 members 
Mstep: Class 19 contains 8212 members 
Mstep: Class 20 contains 179436 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84960 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13442 members 
Mstep: Class 25 contains 28282 members 
Mstep: Class 26 contains 40768 members 
Mstep: Class 27 contains 12936 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9180 members 
Mstep: Class 30 contains 179693 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11274 members 
Mstep: Class 33 contains 12433 members 
Mstep: Class 34 contains 6591 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50088 members 
Mstep: Class 37 contains 3240 members 
Mstep: Class 38 contains 14735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645728.000000 Penalty: 132019.453125
Iteration 132Q: 39 clusters Score -1.506457e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 9655 members 
Mstep: Class 3 contains 14132 members 
Mstep: Class 4 contains 19283 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2812 members 
Mstep: Class 7 contains 18967 members 
Mstep: Class 8 contains 15180 members 
Mstep: Class 9 contains 78444 members 
Mstep: Class 10 contains 18348 members 
Mstep: Class 11 contains 4878 members 
Mstep: Class 12 contains 13036 members 
Mstep: Class 13 contains 11352 members 
Mstep: Class 14 contains 140632 members 
Mstep: Class 15 contains 18658 members 
Mstep: Class 16 contains 5477 members 
Mstep: Class 17 contains 57176 members 
Mstep: Class 18 contains 97670 members 
Mstep: Class 19 contains 8213 members 
Mstep: Class 20 contains 179425 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84964 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13434 members 
Mstep: Class 25 contains 28265 members 
Mstep: Class 26 contains 40802 members 
Mstep: Class 27 contains 12935 members 
Mstep: Class 28 contains 5321 members 
Mstep: Class 29 contains 9177 members 
Mstep: Class 30 contains 179694 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11275 members 
Mstep: Class 33 contains 12431 members 
Mstep: Class 34 contains 6591 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50092 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 14736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645712.000000 Penalty: 132019.453125
Iteration 133Q: 39 clusters Score -1.506457e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 9650 members 
Mstep: Class 3 contains 14130 members 
Mstep: Class 4 contains 19287 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2812 members 
Mstep: Class 7 contains 18968 members 
Mstep: Class 8 contains 15165 members 
Mstep: Class 9 contains 78441 members 
Mstep: Class 10 contains 18351 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 13037 members 
Mstep: Class 13 contains 11352 members 
Mstep: Class 14 contains 140628 members 
Mstep: Class 15 contains 18659 members 
Mstep: Class 16 contains 5480 members 
Mstep: Class 17 contains 57170 members 
Mstep: Class 18 contains 97670 members 
Mstep: Class 19 contains 8214 members 
Mstep: Class 20 contains 179417 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84975 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13432 members 
Mstep: Class 25 contains 28253 members 
Mstep: Class 26 contains 40838 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9178 members 
Mstep: Class 30 contains 179686 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11274 members 
Mstep: Class 33 contains 12431 members 
Mstep: Class 34 contains 6593 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50099 members 
Mstep: Class 37 contains 3243 members 
Mstep: Class 38 contains 14736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645632.000000 Penalty: 132019.453125
Iteration 134Q: 39 clusters Score -1.506456e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 9646 members 
Mstep: Class 3 contains 14131 members 
Mstep: Class 4 contains 19286 members 
Mstep: Class 5 contains 3230 members 
Mstep: Class 6 contains 2812 members 
Mstep: Class 7 contains 18968 members 
Mstep: Class 8 contains 15156 members 
Mstep: Class 9 contains 78442 members 
Mstep: Class 10 contains 18351 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 13041 members 
Mstep: Class 13 contains 11351 members 
Mstep: Class 14 contains 140630 members 
Mstep: Class 15 contains 18659 members 
Mstep: Class 16 contains 5478 members 
Mstep: Class 17 contains 57164 members 
Mstep: Class 18 contains 97670 members 
Mstep: Class 19 contains 8217 members 
Mstep: Class 20 contains 179406 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84984 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13429 members 
Mstep: Class 25 contains 28247 members 
Mstep: Class 26 contains 40862 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9182 members 
Mstep: Class 30 contains 179667 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11276 members 
Mstep: Class 33 contains 12430 members 
Mstep: Class 34 contains 6594 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50107 members 
Mstep: Class 37 contains 3244 members 
Mstep: Class 38 contains 14736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645680.000000 Penalty: 132019.453125
Iteration 135Q: 39 clusters Score -1.506457e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 9638 members 
Mstep: Class 3 contains 14130 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 3231 members 
Mstep: Class 6 contains 2811 members 
Mstep: Class 7 contains 18966 members 
Mstep: Class 8 contains 15152 members 
Mstep: Class 9 contains 78442 members 
Mstep: Class 10 contains 18349 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 13043 members 
Mstep: Class 13 contains 11352 members 
Mstep: Class 14 contains 140635 members 
Mstep: Class 15 contains 18659 members 
Mstep: Class 16 contains 5478 members 
Mstep: Class 17 contains 57166 members 
Mstep: Class 18 contains 97670 members 
Mstep: Class 19 contains 8218 members 
Mstep: Class 20 contains 179402 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 84993 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13427 members 
Mstep: Class 25 contains 28241 members 
Mstep: Class 26 contains 40887 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9185 members 
Mstep: Class 30 contains 179649 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11276 members 
Mstep: Class 33 contains 12428 members 
Mstep: Class 34 contains 6593 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50116 members 
Mstep: Class 37 contains 3244 members 
Mstep: Class 38 contains 14737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645728.000000 Penalty: 132019.453125
Iteration 136Q: 39 clusters Score -1.506457e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 9633 members 
Mstep: Class 3 contains 14131 members 
Mstep: Class 4 contains 19283 members 
Mstep: Class 5 contains 3231 members 
Mstep: Class 6 contains 2811 members 
Mstep: Class 7 contains 18966 members 
Mstep: Class 8 contains 15150 members 
Mstep: Class 9 contains 78440 members 
Mstep: Class 10 contains 18350 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 13048 members 
Mstep: Class 13 contains 11357 members 
Mstep: Class 14 contains 140632 members 
Mstep: Class 15 contains 18658 members 
Mstep: Class 16 contains 5477 members 
Mstep: Class 17 contains 57157 members 
Mstep: Class 18 contains 97670 members 
Mstep: Class 19 contains 8218 members 
Mstep: Class 20 contains 179394 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 85004 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13424 members 
Mstep: Class 25 contains 28232 members 
Mstep: Class 26 contains 40903 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9186 members 
Mstep: Class 30 contains 179640 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11276 members 
Mstep: Class 33 contains 12428 members 
Mstep: Class 34 contains 6593 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50119 members 
Mstep: Class 37 contains 3244 members 
Mstep: Class 38 contains 14739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645776.000000 Penalty: 132019.453125
Iteration 137Q: 39 clusters Score -1.506458e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 9628 members 
Mstep: Class 3 contains 14134 members 
Mstep: Class 4 contains 19282 members 
Mstep: Class 5 contains 3232 members 
Mstep: Class 6 contains 2807 members 
Mstep: Class 7 contains 18965 members 
Mstep: Class 8 contains 15148 members 
Mstep: Class 9 contains 78440 members 
Mstep: Class 10 contains 18350 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 13050 members 
Mstep: Class 13 contains 11358 members 
Mstep: Class 14 contains 140631 members 
Mstep: Class 15 contains 18658 members 
Mstep: Class 16 contains 5475 members 
Mstep: Class 17 contains 57148 members 
Mstep: Class 18 contains 97670 members 
Mstep: Class 19 contains 8218 members 
Mstep: Class 20 contains 179393 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 85012 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13422 members 
Mstep: Class 25 contains 28233 members 
Mstep: Class 26 contains 40916 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9186 members 
Mstep: Class 30 contains 179631 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11278 members 
Mstep: Class 33 contains 12428 members 
Mstep: Class 34 contains 6593 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50122 members 
Mstep: Class 37 contains 3244 members 
Mstep: Class 38 contains 14739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645616.000000 Penalty: 132019.453125
Iteration 138Q: 39 clusters Score -1.506456e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 9625 members 
Mstep: Class 3 contains 14136 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 3232 members 
Mstep: Class 6 contains 2803 members 
Mstep: Class 7 contains 18965 members 
Mstep: Class 8 contains 15145 members 
Mstep: Class 9 contains 78443 members 
Mstep: Class 10 contains 18350 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 13050 members 
Mstep: Class 13 contains 11359 members 
Mstep: Class 14 contains 140627 members 
Mstep: Class 15 contains 18658 members 
Mstep: Class 16 contains 5473 members 
Mstep: Class 17 contains 57141 members 
Mstep: Class 18 contains 97670 members 
Mstep: Class 19 contains 8218 members 
Mstep: Class 20 contains 179386 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 85023 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13422 members 
Mstep: Class 25 contains 28228 members 
Mstep: Class 26 contains 40926 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9187 members 
Mstep: Class 30 contains 179637 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11283 members 
Mstep: Class 33 contains 12428 members 
Mstep: Class 34 contains 6593 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50121 members 
Mstep: Class 37 contains 3244 members 
Mstep: Class 38 contains 14739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645744.000000 Penalty: 132019.453125
Iteration 139Q: 39 clusters Score -1.506457e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 9627 members 
Mstep: Class 3 contains 14138 members 
Mstep: Class 4 contains 19281 members 
Mstep: Class 5 contains 3232 members 
Mstep: Class 6 contains 2799 members 
Mstep: Class 7 contains 18965 members 
Mstep: Class 8 contains 15142 members 
Mstep: Class 9 contains 78443 members 
Mstep: Class 10 contains 18350 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 13051 members 
Mstep: Class 13 contains 11360 members 
Mstep: Class 14 contains 140625 members 
Mstep: Class 15 contains 18658 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 57139 members 
Mstep: Class 18 contains 97671 members 
Mstep: Class 19 contains 8218 members 
Mstep: Class 20 contains 179379 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 85027 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13421 members 
Mstep: Class 25 contains 28223 members 
Mstep: Class 26 contains 40930 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9189 members 
Mstep: Class 30 contains 179641 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11284 members 
Mstep: Class 33 contains 12428 members 
Mstep: Class 34 contains 6593 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50122 members 
Mstep: Class 37 contains 3244 members 
Mstep: Class 38 contains 14739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645680.000000 Penalty: 132019.453125
Iteration 140F: 39 clusters Score -1.506457e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 9632 members 
Mstep: Class 3 contains 14139 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 3232 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 18965 members 
Mstep: Class 8 contains 15138 members 
Mstep: Class 9 contains 78443 members 
Mstep: Class 10 contains 18351 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 13053 members 
Mstep: Class 13 contains 11359 members 
Mstep: Class 14 contains 140628 members 
Mstep: Class 15 contains 18658 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 57134 members 
Mstep: Class 18 contains 97672 members 
Mstep: Class 19 contains 8218 members 
Mstep: Class 20 contains 179378 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85028 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13419 members 
Mstep: Class 25 contains 28217 members 
Mstep: Class 26 contains 40933 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9191 members 
Mstep: Class 30 contains 179645 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11286 members 
Mstep: Class 33 contains 12428 members 
Mstep: Class 34 contains 6594 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50121 members 
Mstep: Class 37 contains 3244 members 
Mstep: Class 38 contains 14740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645648.000000 Penalty: 132019.453125
Iteration 141Q: 39 clusters Score -1.506456e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 9634 members 
Mstep: Class 3 contains 14141 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 3232 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 18965 members 
Mstep: Class 8 contains 15134 members 
Mstep: Class 9 contains 78442 members 
Mstep: Class 10 contains 18351 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 13052 members 
Mstep: Class 13 contains 11359 members 
Mstep: Class 14 contains 140629 members 
Mstep: Class 15 contains 18657 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 57123 members 
Mstep: Class 18 contains 97673 members 
Mstep: Class 19 contains 8218 members 
Mstep: Class 20 contains 179375 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85029 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 28214 members 
Mstep: Class 26 contains 40942 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9198 members 
Mstep: Class 30 contains 179648 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11290 members 
Mstep: Class 33 contains 12428 members 
Mstep: Class 34 contains 6594 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50120 members 
Mstep: Class 37 contains 3244 members 
Mstep: Class 38 contains 14745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645712.000000 Penalty: 132019.453125
Iteration 142Q: 39 clusters Score -1.506457e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 9635 members 
Mstep: Class 3 contains 14138 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 3230 members 
Mstep: Class 6 contains 2780 members 
Mstep: Class 7 contains 18964 members 
Mstep: Class 8 contains 15133 members 
Mstep: Class 9 contains 78443 members 
Mstep: Class 10 contains 18352 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 13056 members 
Mstep: Class 13 contains 11358 members 
Mstep: Class 14 contains 140628 members 
Mstep: Class 15 contains 18657 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 57113 members 
Mstep: Class 18 contains 97673 members 
Mstep: Class 19 contains 8218 members 
Mstep: Class 20 contains 179378 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85034 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 28214 members 
Mstep: Class 26 contains 40944 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9199 members 
Mstep: Class 30 contains 179650 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11293 members 
Mstep: Class 33 contains 12428 members 
Mstep: Class 34 contains 6594 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50118 members 
Mstep: Class 37 contains 3245 members 
Mstep: Class 38 contains 14748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645856.000000 Penalty: 132019.453125
Iteration 143Q: 39 clusters Score -1.506459e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 9637 members 
Mstep: Class 3 contains 14137 members 
Mstep: Class 4 contains 19278 members 
Mstep: Class 5 contains 3230 members 
Mstep: Class 6 contains 2777 members 
Mstep: Class 7 contains 18965 members 
Mstep: Class 8 contains 15133 members 
Mstep: Class 9 contains 78443 members 
Mstep: Class 10 contains 18351 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 13056 members 
Mstep: Class 13 contains 11356 members 
Mstep: Class 14 contains 140629 members 
Mstep: Class 15 contains 18654 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 57112 members 
Mstep: Class 18 contains 97673 members 
Mstep: Class 19 contains 8219 members 
Mstep: Class 20 contains 179377 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85037 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 28214 members 
Mstep: Class 26 contains 40948 members 
Mstep: Class 27 contains 12932 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9199 members 
Mstep: Class 30 contains 179646 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11295 members 
Mstep: Class 33 contains 12428 members 
Mstep: Class 34 contains 6595 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50116 members 
Mstep: Class 37 contains 3246 members 
Mstep: Class 38 contains 14751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645776.000000 Penalty: 132019.453125
Iteration 144Q: 39 clusters Score -1.506458e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14137 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 3228 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 18965 members 
Mstep: Class 8 contains 15133 members 
Mstep: Class 9 contains 78444 members 
Mstep: Class 10 contains 18352 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 13055 members 
Mstep: Class 13 contains 11355 members 
Mstep: Class 14 contains 140624 members 
Mstep: Class 15 contains 18653 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57112 members 
Mstep: Class 18 contains 97674 members 
Mstep: Class 19 contains 8222 members 
Mstep: Class 20 contains 179376 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85041 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13417 members 
Mstep: Class 25 contains 28216 members 
Mstep: Class 26 contains 40949 members 
Mstep: Class 27 contains 12932 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9200 members 
Mstep: Class 30 contains 179644 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11294 members 
Mstep: Class 33 contains 12428 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50112 members 
Mstep: Class 37 contains 3247 members 
Mstep: Class 38 contains 14753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645824.000000 Penalty: 132019.453125
Iteration 145Q: 39 clusters Score -1.506458e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 9642 members 
Mstep: Class 3 contains 14141 members 
Mstep: Class 4 contains 19280 members 
Mstep: Class 5 contains 3228 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 18966 members 
Mstep: Class 8 contains 15130 members 
Mstep: Class 9 contains 78444 members 
Mstep: Class 10 contains 18353 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 13056 members 
Mstep: Class 13 contains 11356 members 
Mstep: Class 14 contains 140626 members 
Mstep: Class 15 contains 18647 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 57112 members 
Mstep: Class 18 contains 97676 members 
Mstep: Class 19 contains 8224 members 
Mstep: Class 20 contains 179375 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85044 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 28211 members 
Mstep: Class 26 contains 40952 members 
Mstep: Class 27 contains 12932 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9201 members 
Mstep: Class 30 contains 179640 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11293 members 
Mstep: Class 33 contains 12428 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50111 members 
Mstep: Class 37 contains 3247 members 
Mstep: Class 38 contains 14756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645920.000000 Penalty: 132019.453125
Iteration 146Q: 39 clusters Score -1.506459e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 9642 members 
Mstep: Class 3 contains 14142 members 
Mstep: Class 4 contains 19280 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 18966 members 
Mstep: Class 8 contains 15129 members 
Mstep: Class 9 contains 78444 members 
Mstep: Class 10 contains 18353 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 13056 members 
Mstep: Class 13 contains 11355 members 
Mstep: Class 14 contains 140629 members 
Mstep: Class 15 contains 18645 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 57108 members 
Mstep: Class 18 contains 97678 members 
Mstep: Class 19 contains 8225 members 
Mstep: Class 20 contains 179371 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85051 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 28211 members 
Mstep: Class 26 contains 40953 members 
Mstep: Class 27 contains 12932 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9204 members 
Mstep: Class 30 contains 179637 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11293 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50108 members 
Mstep: Class 37 contains 3247 members 
Mstep: Class 38 contains 14759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645888.000000 Penalty: 132019.453125
Iteration 147Q: 39 clusters Score -1.506459e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 9636 members 
Mstep: Class 3 contains 14141 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 7 contains 18968 members 
Mstep: Class 8 contains 15126 members 
Mstep: Class 9 contains 78444 members 
Mstep: Class 10 contains 18355 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 13056 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140632 members 
Mstep: Class 15 contains 18643 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 57102 members 
Mstep: Class 18 contains 97681 members 
Mstep: Class 19 contains 8225 members 
Mstep: Class 20 contains 179375 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85054 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13417 members 
Mstep: Class 25 contains 28207 members 
Mstep: Class 26 contains 40955 members 
Mstep: Class 27 contains 12932 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9205 members 
Mstep: Class 30 contains 179640 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11294 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50107 members 
Mstep: Class 37 contains 3247 members 
Mstep: Class 38 contains 14761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645920.000000 Penalty: 132019.453125
Iteration 148Q: 39 clusters Score -1.506459e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 9636 members 
Mstep: Class 3 contains 14139 members 
Mstep: Class 4 contains 19280 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2759 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15126 members 
Mstep: Class 9 contains 78443 members 
Mstep: Class 10 contains 18354 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 13059 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140632 members 
Mstep: Class 15 contains 18642 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57098 members 
Mstep: Class 18 contains 97682 members 
Mstep: Class 19 contains 8226 members 
Mstep: Class 20 contains 179378 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85054 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 28202 members 
Mstep: Class 26 contains 40957 members 
Mstep: Class 27 contains 12932 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9204 members 
Mstep: Class 30 contains 179642 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11296 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50106 members 
Mstep: Class 37 contains 3247 members 
Mstep: Class 38 contains 14761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646032.000000 Penalty: 132019.453125
Iteration 149Q: 39 clusters Score -1.50646e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 9637 members 
Mstep: Class 3 contains 14140 members 
Mstep: Class 4 contains 19281 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2757 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15126 members 
Mstep: Class 9 contains 78442 members 
Mstep: Class 10 contains 18354 members 
Mstep: Class 11 contains 4876 members 
Mstep: Class 12 contains 13059 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140630 members 
Mstep: Class 15 contains 18642 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57102 members 
Mstep: Class 18 contains 97682 members 
Mstep: Class 19 contains 8227 members 
Mstep: Class 20 contains 179376 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85054 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13415 members 
Mstep: Class 25 contains 28195 members 
Mstep: Class 26 contains 40959 members 
Mstep: Class 27 contains 12932 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9202 members 
Mstep: Class 30 contains 179648 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11297 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50105 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 14761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645872.000000 Penalty: 132019.453125
Iteration 150Q: 39 clusters Score -1.506459e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 9639 members 
Mstep: Class 3 contains 14141 members 
Mstep: Class 4 contains 19281 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 18968 members 
Mstep: Class 8 contains 15126 members 
Mstep: Class 9 contains 78441 members 
Mstep: Class 10 contains 18352 members 
Mstep: Class 11 contains 4876 members 
Mstep: Class 12 contains 13059 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140629 members 
Mstep: Class 15 contains 18642 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57097 members 
Mstep: Class 18 contains 97683 members 
Mstep: Class 19 contains 8227 members 
Mstep: Class 20 contains 179375 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85055 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13415 members 
Mstep: Class 25 contains 28183 members 
Mstep: Class 26 contains 40959 members 
Mstep: Class 27 contains 12931 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9203 members 
Mstep: Class 30 contains 179659 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11297 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50106 members 
Mstep: Class 37 contains 3250 members 
Mstep: Class 38 contains 14762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645968.000000 Penalty: 132019.453125
Iteration 151Q: 39 clusters Score -1.50646e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 9639 members 
Mstep: Class 3 contains 14140 members 
Mstep: Class 4 contains 19281 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15125 members 
Mstep: Class 9 contains 78441 members 
Mstep: Class 10 contains 18348 members 
Mstep: Class 11 contains 4876 members 
Mstep: Class 12 contains 13060 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140628 members 
Mstep: Class 15 contains 18642 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57093 members 
Mstep: Class 18 contains 97683 members 
Mstep: Class 19 contains 8228 members 
Mstep: Class 20 contains 179378 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85055 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13415 members 
Mstep: Class 25 contains 28170 members 
Mstep: Class 26 contains 40960 members 
Mstep: Class 27 contains 12932 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9203 members 
Mstep: Class 30 contains 179669 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11298 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50106 members 
Mstep: Class 37 contains 3253 members 
Mstep: Class 38 contains 14764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645872.000000 Penalty: 132019.453125
Iteration 152Q: 39 clusters Score -1.506459e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14141 members 
Mstep: Class 4 contains 19282 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15123 members 
Mstep: Class 9 contains 78442 members 
Mstep: Class 10 contains 18346 members 
Mstep: Class 11 contains 4876 members 
Mstep: Class 12 contains 13060 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140626 members 
Mstep: Class 15 contains 18642 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57091 members 
Mstep: Class 18 contains 97683 members 
Mstep: Class 19 contains 8229 members 
Mstep: Class 20 contains 179379 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85055 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13415 members 
Mstep: Class 25 contains 28158 members 
Mstep: Class 26 contains 40960 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9203 members 
Mstep: Class 30 contains 179675 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11298 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50109 members 
Mstep: Class 37 contains 3254 members 
Mstep: Class 38 contains 14766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645840.000000 Penalty: 132019.453125
Iteration 153Q: 39 clusters Score -1.506458e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14141 members 
Mstep: Class 4 contains 19282 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15120 members 
Mstep: Class 9 contains 78442 members 
Mstep: Class 10 contains 18347 members 
Mstep: Class 11 contains 4876 members 
Mstep: Class 12 contains 13061 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140627 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57089 members 
Mstep: Class 18 contains 97683 members 
Mstep: Class 19 contains 8231 members 
Mstep: Class 20 contains 179382 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85055 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 28147 members 
Mstep: Class 26 contains 40961 members 
Mstep: Class 27 contains 12935 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9204 members 
Mstep: Class 30 contains 179679 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11298 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50110 members 
Mstep: Class 37 contains 3253 members 
Mstep: Class 38 contains 14767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645840.000000 Penalty: 132019.453125
Iteration 154Q: 39 clusters Score -1.506458e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14142 members 
Mstep: Class 4 contains 19282 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15117 members 
Mstep: Class 9 contains 78442 members 
Mstep: Class 10 contains 18348 members 
Mstep: Class 11 contains 4876 members 
Mstep: Class 12 contains 13061 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140626 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57088 members 
Mstep: Class 18 contains 97683 members 
Mstep: Class 19 contains 8232 members 
Mstep: Class 20 contains 179385 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85055 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 28141 members 
Mstep: Class 26 contains 40961 members 
Mstep: Class 27 contains 12934 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9205 members 
Mstep: Class 30 contains 179678 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11298 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50114 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645872.000000 Penalty: 132019.453125
Iteration 155Q: 39 clusters Score -1.506459e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14144 members 
Mstep: Class 4 contains 19283 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15114 members 
Mstep: Class 9 contains 78442 members 
Mstep: Class 10 contains 18349 members 
Mstep: Class 11 contains 4876 members 
Mstep: Class 12 contains 13063 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140626 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57087 members 
Mstep: Class 18 contains 97683 members 
Mstep: Class 19 contains 8232 members 
Mstep: Class 20 contains 179384 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85058 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13412 members 
Mstep: Class 25 contains 28135 members 
Mstep: Class 26 contains 40961 members 
Mstep: Class 27 contains 12934 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9206 members 
Mstep: Class 30 contains 179678 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11298 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50118 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646016.000000 Penalty: 132019.453125
Iteration 156Q: 39 clusters Score -1.50646e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15113 members 
Mstep: Class 9 contains 78443 members 
Mstep: Class 10 contains 18349 members 
Mstep: Class 11 contains 4876 members 
Mstep: Class 12 contains 13064 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140627 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57084 members 
Mstep: Class 18 contains 97683 members 
Mstep: Class 19 contains 8232 members 
Mstep: Class 20 contains 179386 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85057 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13411 members 
Mstep: Class 25 contains 28131 members 
Mstep: Class 26 contains 40961 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9206 members 
Mstep: Class 30 contains 179676 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11299 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50123 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646048.000000 Penalty: 132019.453125
Iteration 157Q: 39 clusters Score -1.50646e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15114 members 
Mstep: Class 9 contains 78444 members 
Mstep: Class 10 contains 18349 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 13065 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140629 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57085 members 
Mstep: Class 18 contains 97683 members 
Mstep: Class 19 contains 8233 members 
Mstep: Class 20 contains 179385 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85057 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13410 members 
Mstep: Class 25 contains 28124 members 
Mstep: Class 26 contains 40962 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9206 members 
Mstep: Class 30 contains 179679 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11299 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50122 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646048.000000 Penalty: 132019.453125
Iteration 158Q: 39 clusters Score -1.50646e+08 nChanged 13
Entering ConstructFrom: 
Score: -150646048.000000 Penalty: 132019.453125
Entering ConstructFrom: 
Trying to split cluster 1 (12444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Entering Unmasked Estep 
Score: -1555455.125000 Penalty: 2338.390625
	Iteration 0F: 2 clusters Score -1555455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1546221.500000 Penalty: 4676.781250
	Iteration 0F: 3 clusters Score -1546222 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1549098.000000 Penalty: 4676.781250
	Iteration 1F: 3 clusters Score -1549098 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1549476.750000 Penalty: 4676.781250
	Iteration 2F: 3 clusters Score -1549477 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1549804.500000 Penalty: 4676.781250
	Iteration 3F: 3 clusters Score -1549804 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1550099.125000 Penalty: 4676.781250
	Iteration 4Q: 3 clusters Score -1550099 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1550366.250000 Penalty: 4676.781250
	Iteration 5Q: 3 clusters Score -1550366 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1550588.625000 Penalty: 4676.781250
	Iteration 6Q: 3 clusters Score -1550589 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1550786.750000 Penalty: 4676.781250
	Iteration 7Q: 3 clusters Score -1550787 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1550969.250000 Penalty: 4676.781250
	Iteration 8Q: 3 clusters Score -1550969 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1551139.750000 Penalty: 4676.781250
	Iteration 9Q: 3 clusters Score -1551140 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1551296.125000 Penalty: 4676.781250
	Iteration 10Q: 3 clusters Score -1551296 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1551454.250000 Penalty: 4676.781250
	Iteration 11Q: 3 clusters Score -1551454 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1551627.500000 Penalty: 4676.781250
	Iteration 12Q: 3 clusters Score -1551628 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1551828.375000 Penalty: 4676.781250
	Iteration 13Q: 3 clusters Score -1551828 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1552015.000000 Penalty: 4676.781250
	Iteration 14Q: 3 clusters Score -1552015 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1552197.250000 Penalty: 4676.781250
	Iteration 15Q: 3 clusters Score -1552197 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1552326.375000 Penalty: 4676.781250
	Iteration 16Q: 3 clusters Score -1552326 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1552403.125000 Penalty: 4676.781250
	Iteration 17Q: 3 clusters Score -1552403 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1552459.125000 Penalty: 4676.781250
	Iteration 18Q: 3 clusters Score -1552459 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1552487.750000 Penalty: 4676.781250
	Iteration 19Q: 3 clusters Score -1552488 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1552502.625000 Penalty: 4676.781250
	Iteration 20F: 3 clusters Score -1552503 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1552529.250000 Penalty: 4676.781250
	Iteration 21Q: 3 clusters Score -1552529 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1552542.375000 Penalty: 4676.781250
	Iteration 22Q: 3 clusters Score -1552542 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1552554.375000 Penalty: 4676.781250
	Iteration 23Q: 3 clusters Score -1552554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1552567.375000 Penalty: 4676.781250
	Iteration 24Q: 3 clusters Score -1552567 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1552575.250000 Penalty: 4676.781250
	Iteration 25Q: 3 clusters Score -1552575 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1552573.125000 Penalty: 4676.781250
	Iteration 26Q: 3 clusters Score -1552573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1552586.000000 Penalty: 4676.781250
	Iteration 27Q: 3 clusters Score -1552586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1552592.375000 Penalty: 4676.781250
	Iteration 28Q: 3 clusters Score -1552592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1552604.875000 Penalty: 4676.781250
	Iteration 29Q: 3 clusters Score -1552605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1552616.625000 Penalty: 4676.781250
	Iteration 30Q: 3 clusters Score -1552617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1552621.000000 Penalty: 4676.781250
	Iteration 31Q: 3 clusters Score -1552621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1552621.125000 Penalty: 4676.781250
	Iteration 32Q: 3 clusters Score -1552621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1552626.125000 Penalty: 4676.781250
	Iteration 33Q: 3 clusters Score -1552626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1552630.125000 Penalty: 4676.781250
	Iteration 34Q: 3 clusters Score -1552630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1552630.375000 Penalty: 4676.781250
	Iteration 35Q: 3 clusters Score -1552630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1552634.125000 Penalty: 4676.781250
	Iteration 36Q: 3 clusters Score -1552634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1552632.625000 Penalty: 4676.781250
	Iteration 37Q: 3 clusters Score -1552633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1552632.375000 Penalty: 4676.781250
	Iteration 38Q: 3 clusters Score -1552632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1552634.250000 Penalty: 4676.781250
	Iteration 39Q: 3 clusters Score -1552634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1552636.125000 Penalty: 4676.781250
	Iteration 40F: 3 clusters Score -1552636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1552636.250000 Penalty: 4676.781250
	Iteration 41Q: 3 clusters Score -1552636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1552636.375000 Penalty: 4676.781250
	Iteration 42Q: 3 clusters Score -1552636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1552636.500000 Penalty: 4676.781250
	Iteration 43Q: 3 clusters Score -1552636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1552639.875000 Penalty: 4676.781250
	Iteration 44Q: 3 clusters Score -1552640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1552641.750000 Penalty: 4676.781250
	Iteration 45Q: 3 clusters Score -1552642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1552638.750000 Penalty: 4676.781250
	Iteration 46Q: 3 clusters Score -1552639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1552640.375000 Penalty: 4676.781250
	Iteration 47Q: 3 clusters Score -1552640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1552640.625000 Penalty: 4676.781250
	Iteration 48Q: 3 clusters Score -1552641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1552641.875000 Penalty: 4676.781250
	Iteration 49Q: 3 clusters Score -1552642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1552642.875000 Penalty: 4676.781250
	Iteration 50Q: 3 clusters Score -1552643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1552642.000000 Penalty: 4676.781250
	Iteration 51Q: 3 clusters Score -1552642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1552642.250000 Penalty: 4676.781250
	Iteration 52Q: 3 clusters Score -1552642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1552642.125000 Penalty: 4676.781250
	Iteration 53Q: 3 clusters Score -1552642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1552644.625000 Penalty: 4676.781250
	Iteration 54Q: 3 clusters Score -1552645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1552644.250000 Penalty: 4676.781250
	Iteration 55Q: 3 clusters Score -1552644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1552642.125000 Penalty: 4676.781250
	Iteration 56Q: 3 clusters Score -1552642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1552645.000000 Penalty: 4676.781250
	Iteration 57Q: 3 clusters Score -1552645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1552646.500000 Penalty: 4676.781250
	Iteration 58Q: 3 clusters Score -1552646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1552646.500000 Penalty: 4676.781250
	Iteration 59F: 3 clusters Score -1552646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Entering Unmasked Estep 
Score: -1241017.875000 Penalty: 2275.071777
	Iteration 0F: 2 clusters Score -1241018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1233615.625000 Penalty: 4550.143555
	Iteration 0F: 3 clusters Score -1233616 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1235680.875000 Penalty: 4550.143555
	Iteration 1F: 3 clusters Score -1235681 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1235963.500000 Penalty: 4550.143555
	Iteration 2F: 3 clusters Score -1235964 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1236144.750000 Penalty: 4550.143555
	Iteration 3Q: 3 clusters Score -1236145 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1236278.125000 Penalty: 4550.143555
	Iteration 4Q: 3 clusters Score -1236278 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1236377.625000 Penalty: 4550.143555
	Iteration 5Q: 3 clusters Score -1236378 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1236476.375000 Penalty: 4550.143555
	Iteration 6Q: 3 clusters Score -1236476 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1236560.375000 Penalty: 4550.143555
	Iteration 7Q: 3 clusters Score -1236560 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1236636.000000 Penalty: 4550.143555
	Iteration 8Q: 3 clusters Score -1236636 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1236704.375000 Penalty: 4550.143555
	Iteration 9Q: 3 clusters Score -1236704 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1236775.625000 Penalty: 4550.143555
	Iteration 10Q: 3 clusters Score -1236776 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1236851.375000 Penalty: 4550.143555
	Iteration 11Q: 3 clusters Score -1236851 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1236935.625000 Penalty: 4550.143555
	Iteration 12Q: 3 clusters Score -1236936 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1237029.375000 Penalty: 4550.143555
	Iteration 13Q: 3 clusters Score -1237029 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1237143.750000 Penalty: 4550.143555
	Iteration 14Q: 3 clusters Score -1237144 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1237288.500000 Penalty: 4550.143555
	Iteration 15Q: 3 clusters Score -1237288 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1237490.125000 Penalty: 4550.143555
	Iteration 16Q: 3 clusters Score -1237490 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1237733.250000 Penalty: 4550.143555
	Iteration 17Q: 3 clusters Score -1237733 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1237999.750000 Penalty: 4550.143555
	Iteration 18Q: 3 clusters Score -1238000 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1238245.000000 Penalty: 4550.143555
	Iteration 19Q: 3 clusters Score -1238245 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1238448.125000 Penalty: 4550.143555
	Iteration 20F: 3 clusters Score -1238448 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1238587.375000 Penalty: 4550.143555
	Iteration 21Q: 3 clusters Score -1238587 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1238722.500000 Penalty: 4550.143555
	Iteration 22Q: 3 clusters Score -1238722 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1238837.500000 Penalty: 4550.143555
	Iteration 23Q: 3 clusters Score -1238838 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1238928.000000 Penalty: 4550.143555
	Iteration 24Q: 3 clusters Score -1238928 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1239003.750000 Penalty: 4550.143555
	Iteration 25Q: 3 clusters Score -1239004 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1239071.750000 Penalty: 4550.143555
	Iteration 26Q: 3 clusters Score -1239072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1239112.125000 Penalty: 4550.143555
	Iteration 27Q: 3 clusters Score -1239112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1239137.375000 Penalty: 4550.143555
	Iteration 28Q: 3 clusters Score -1239137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1239159.000000 Penalty: 4550.143555
	Iteration 29Q: 3 clusters Score -1239159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1239181.125000 Penalty: 4550.143555
	Iteration 30Q: 3 clusters Score -1239181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1239198.875000 Penalty: 4550.143555
	Iteration 31Q: 3 clusters Score -1239199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1239208.125000 Penalty: 4550.143555
	Iteration 32Q: 3 clusters Score -1239208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1239221.000000 Penalty: 4550.143555
	Iteration 33Q: 3 clusters Score -1239221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1239232.250000 Penalty: 4550.143555
	Iteration 34Q: 3 clusters Score -1239232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1239252.250000 Penalty: 4550.143555
	Iteration 35Q: 3 clusters Score -1239252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1239265.875000 Penalty: 4550.143555
	Iteration 36Q: 3 clusters Score -1239266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1239274.375000 Penalty: 4550.143555
	Iteration 37Q: 3 clusters Score -1239274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1239282.125000 Penalty: 4550.143555
	Iteration 38Q: 3 clusters Score -1239282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1239287.125000 Penalty: 4550.143555
	Iteration 39Q: 3 clusters Score -1239287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1239292.250000 Penalty: 4550.143555
	Iteration 40F: 3 clusters Score -1239292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1239294.625000 Penalty: 4550.143555
	Iteration 41Q: 3 clusters Score -1239295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1239295.250000 Penalty: 4550.143555
	Iteration 42Q: 3 clusters Score -1239295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1239295.750000 Penalty: 4550.143555
	Iteration 43Q: 3 clusters Score -1239296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1239295.750000 Penalty: 4550.143555
	Iteration 44F: 3 clusters Score -1239296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Entering Unmasked Estep 
Score: -1748049.125000 Penalty: 2370.164795
	Iteration 0F: 2 clusters Score -1748049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1737692.875000 Penalty: 4740.329590
	Iteration 0F: 3 clusters Score -1737693 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1740964.375000 Penalty: 4740.329590
	Iteration 1F: 3 clusters Score -1740964 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1741348.250000 Penalty: 4740.329590
	Iteration 2F: 3 clusters Score -1741348 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1741683.875000 Penalty: 4740.329590
	Iteration 3F: 3 clusters Score -1741684 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1742022.250000 Penalty: 4740.329590
	Iteration 4Q: 3 clusters Score -1742022 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1742375.500000 Penalty: 4740.329590
	Iteration 5Q: 3 clusters Score -1742376 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1742708.500000 Penalty: 4740.329590
	Iteration 6Q: 3 clusters Score -1742708 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1743051.625000 Penalty: 4740.329590
	Iteration 7Q: 3 clusters Score -1743052 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1743377.875000 Penalty: 4740.329590
	Iteration 8Q: 3 clusters Score -1743378 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1743688.625000 Penalty: 4740.329590
	Iteration 9Q: 3 clusters Score -1743689 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1743987.500000 Penalty: 4740.329590
	Iteration 10Q: 3 clusters Score -1743988 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1744278.375000 Penalty: 4740.329590
	Iteration 11Q: 3 clusters Score -1744278 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1744567.875000 Penalty: 4740.329590
	Iteration 12Q: 3 clusters Score -1744568 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1744819.625000 Penalty: 4740.329590
	Iteration 13Q: 3 clusters Score -1744820 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1745043.375000 Penalty: 4740.329590
	Iteration 14Q: 3 clusters Score -1745043 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1745211.000000 Penalty: 4740.329590
	Iteration 15Q: 3 clusters Score -1745211 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1745364.500000 Penalty: 4740.329590
	Iteration 16Q: 3 clusters Score -1745364 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1745455.500000 Penalty: 4740.329590
	Iteration 17Q: 3 clusters Score -1745456 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1745547.125000 Penalty: 4740.329590
	Iteration 18Q: 3 clusters Score -1745547 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1745621.375000 Penalty: 4740.329590
	Iteration 19Q: 3 clusters Score -1745621 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1745685.625000 Penalty: 4740.329590
	Iteration 20F: 3 clusters Score -1745686 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1745746.625000 Penalty: 4740.329590
	Iteration 21Q: 3 clusters Score -1745747 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1745810.375000 Penalty: 4740.329590
	Iteration 22Q: 3 clusters Score -1745810 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1745865.500000 Penalty: 4740.329590
	Iteration 23Q: 3 clusters Score -1745866 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1745929.250000 Penalty: 4740.329590
	Iteration 24Q: 3 clusters Score -1745929 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1746000.250000 Penalty: 4740.329590
	Iteration 25Q: 3 clusters Score -1746000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1746049.000000 Penalty: 4740.329590
	Iteration 26Q: 3 clusters Score -1746049 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1746087.750000 Penalty: 4740.329590
	Iteration 27Q: 3 clusters Score -1746088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1746108.875000 Penalty: 4740.329590
	Iteration 28Q: 3 clusters Score -1746109 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1746123.625000 Penalty: 4740.329590
	Iteration 29Q: 3 clusters Score -1746124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1746142.625000 Penalty: 4740.329590
	Iteration 30Q: 3 clusters Score -1746143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1746153.250000 Penalty: 4740.329590
	Iteration 31Q: 3 clusters Score -1746153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1746164.625000 Penalty: 4740.329590
	Iteration 32Q: 3 clusters Score -1746165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1746176.375000 Penalty: 4740.329590
	Iteration 33Q: 3 clusters Score -1746176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1746192.625000 Penalty: 4740.329590
	Iteration 34Q: 3 clusters Score -1746193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1746200.500000 Penalty: 4740.329590
	Iteration 35Q: 3 clusters Score -1746200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1746210.250000 Penalty: 4740.329590
	Iteration 36Q: 3 clusters Score -1746210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1746213.375000 Penalty: 4740.329590
	Iteration 37Q: 3 clusters Score -1746213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1746221.000000 Penalty: 4740.329590
	Iteration 38Q: 3 clusters Score -1746221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1746225.375000 Penalty: 4740.329590
	Iteration 39Q: 3 clusters Score -1746225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1746234.750000 Penalty: 4740.329590
	Iteration 40F: 3 clusters Score -1746235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1746241.875000 Penalty: 4740.329590
	Iteration 41Q: 3 clusters Score -1746242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1746255.125000 Penalty: 4740.329590
	Iteration 42Q: 3 clusters Score -1746255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1746264.625000 Penalty: 4740.329590
	Iteration 43Q: 3 clusters Score -1746265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1746274.625000 Penalty: 4740.329590
	Iteration 44Q: 3 clusters Score -1746275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1746279.875000 Penalty: 4740.329590
	Iteration 45Q: 3 clusters Score -1746280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1746281.250000 Penalty: 4740.329590
	Iteration 46Q: 3 clusters Score -1746281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1746284.500000 Penalty: 4740.329590
	Iteration 47Q: 3 clusters Score -1746284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1746285.625000 Penalty: 4740.329590
	Iteration 48Q: 3 clusters Score -1746286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1746291.375000 Penalty: 4740.329590
	Iteration 49Q: 3 clusters Score -1746291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1746290.875000 Penalty: 4740.329590
	Iteration 50Q: 3 clusters Score -1746291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1746289.375000 Penalty: 4740.329590
	Iteration 51Q: 3 clusters Score -1746289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1746293.750000 Penalty: 4740.329590
	Iteration 52Q: 3 clusters Score -1746294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1746297.000000 Penalty: 4740.329590
	Iteration 53Q: 3 clusters Score -1746297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1746301.250000 Penalty: 4740.329590
	Iteration 54Q: 3 clusters Score -1746301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1746300.750000 Penalty: 4740.329590
	Iteration 55Q: 3 clusters Score -1746301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1746304.125000 Penalty: 4740.329590
	Iteration 56Q: 3 clusters Score -1746304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1746303.750000 Penalty: 4740.329590
	Iteration 57Q: 3 clusters Score -1746304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1746303.750000 Penalty: 4740.329590
	Iteration 58F: 3 clusters Score -1746304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Entering Unmasked Estep 
Score: -2471984.250000 Penalty: 2447.023682
	Iteration 0F: 2 clusters Score -2471984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2458431.250000 Penalty: 4894.047363
	Iteration 0F: 3 clusters Score -2458431 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2463101.000000 Penalty: 4894.047363
	Iteration 1F: 3 clusters Score -2463101 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2463577.000000 Penalty: 4894.047363
	Iteration 2F: 3 clusters Score -2463577 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2463984.250000 Penalty: 4894.047363
	Iteration 3F: 3 clusters Score -2463984 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2464421.250000 Penalty: 4894.047363
	Iteration 4Q: 3 clusters Score -2464421 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2464929.500000 Penalty: 4894.047363
	Iteration 5F: 3 clusters Score -2464930 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2465476.000000 Penalty: 4894.047363
	Iteration 6F: 3 clusters Score -2465476 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2466110.750000 Penalty: 4894.047363
	Iteration 7F: 3 clusters Score -2466111 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2466736.250000 Penalty: 4894.047363
	Iteration 8F: 3 clusters Score -2466736 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2467230.500000 Penalty: 4894.047363
	Iteration 9Q: 3 clusters Score -2467230 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2467625.000000 Penalty: 4894.047363
	Iteration 10Q: 3 clusters Score -2467625 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2467955.250000 Penalty: 4894.047363
	Iteration 11Q: 3 clusters Score -2467955 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2468242.750000 Penalty: 4894.047363
	Iteration 12Q: 3 clusters Score -2468243 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2468507.500000 Penalty: 4894.047363
	Iteration 13Q: 3 clusters Score -2468508 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2468712.500000 Penalty: 4894.047363
	Iteration 14Q: 3 clusters Score -2468712 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2468893.750000 Penalty: 4894.047363
	Iteration 15Q: 3 clusters Score -2468894 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2469057.000000 Penalty: 4894.047363
	Iteration 16Q: 3 clusters Score -2469057 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2469217.000000 Penalty: 4894.047363
	Iteration 17Q: 3 clusters Score -2469217 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2469353.750000 Penalty: 4894.047363
	Iteration 18Q: 3 clusters Score -2469354 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2469459.000000 Penalty: 4894.047363
	Iteration 19Q: 3 clusters Score -2469459 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2469538.250000 Penalty: 4894.047363
	Iteration 20F: 3 clusters Score -2469538 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2469626.250000 Penalty: 4894.047363
	Iteration 21Q: 3 clusters Score -2469626 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2469703.500000 Penalty: 4894.047363
	Iteration 22Q: 3 clusters Score -2469704 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2469774.250000 Penalty: 4894.047363
	Iteration 23Q: 3 clusters Score -2469774 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2469843.000000 Penalty: 4894.047363
	Iteration 24Q: 3 clusters Score -2469843 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2469884.750000 Penalty: 4894.047363
	Iteration 25Q: 3 clusters Score -2469885 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2469920.500000 Penalty: 4894.047363
	Iteration 26Q: 3 clusters Score -2469920 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2469951.250000 Penalty: 4894.047363
	Iteration 27Q: 3 clusters Score -2469951 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2469970.750000 Penalty: 4894.047363
	Iteration 28Q: 3 clusters Score -2469971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2469993.000000 Penalty: 4894.047363
	Iteration 29Q: 3 clusters Score -2469993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2470002.500000 Penalty: 4894.047363
	Iteration 30Q: 3 clusters Score -2470002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2470017.000000 Penalty: 4894.047363
	Iteration 31Q: 3 clusters Score -2470017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2470020.250000 Penalty: 4894.047363
	Iteration 32Q: 3 clusters Score -2470020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2470022.500000 Penalty: 4894.047363
	Iteration 33Q: 3 clusters Score -2470022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2470029.250000 Penalty: 4894.047363
	Iteration 34Q: 3 clusters Score -2470029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2470038.750000 Penalty: 4894.047363
	Iteration 35Q: 3 clusters Score -2470039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2470034.000000 Penalty: 4894.047363
	Iteration 36Q: 3 clusters Score -2470034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2470037.500000 Penalty: 4894.047363
	Iteration 37Q: 3 clusters Score -2470038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2470038.250000 Penalty: 4894.047363
	Iteration 38Q: 3 clusters Score -2470038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2470040.750000 Penalty: 4894.047363
	Iteration 39Q: 3 clusters Score -2470041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2470037.500000 Penalty: 4894.047363
	Iteration 40F: 3 clusters Score -2470038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2470042.000000 Penalty: 4894.047363
	Iteration 41Q: 3 clusters Score -2470042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2470041.500000 Penalty: 4894.047363
	Iteration 42Q: 3 clusters Score -2470042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2470041.000000 Penalty: 4894.047363
	Iteration 43Q: 3 clusters Score -2470041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2470041.000000 Penalty: 4894.047363
	Iteration 44F: 3 clusters Score -2470041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -396780.718750 Penalty: 2003.668457
	Iteration 0F: 2 clusters Score -396780.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -393376.906250 Penalty: 4007.336914
	Iteration 0F: 3 clusters Score -393376.9 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -394072.625000 Penalty: 4007.336914
	Iteration 1F: 3 clusters Score -394072.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -394246.656250 Penalty: 4007.336914
	Iteration 2F: 3 clusters Score -394246.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -394366.031250 Penalty: 4007.336914
	Iteration 3F: 3 clusters Score -394366 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -394462.437500 Penalty: 4007.336914
	Iteration 4Q: 3 clusters Score -394462.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -394552.937500 Penalty: 4007.336914
	Iteration 5Q: 3 clusters Score -394552.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -394645.468750 Penalty: 4007.336914
	Iteration 6Q: 3 clusters Score -394645.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -394735.250000 Penalty: 4007.336914
	Iteration 7Q: 3 clusters Score -394735.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -394904.406250 Penalty: 4007.336914
	Iteration 8Q: 3 clusters Score -394904.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -395104.406250 Penalty: 4007.336914
	Iteration 9Q: 3 clusters Score -395104.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -395304.406250 Penalty: 4007.336914
	Iteration 10Q: 3 clusters Score -395304.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -395498.218750 Penalty: 4007.336914
	Iteration 11Q: 3 clusters Score -395498.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -395656.906250 Penalty: 4007.336914
	Iteration 12Q: 3 clusters Score -395656.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -395782.218750 Penalty: 4007.336914
	Iteration 13Q: 3 clusters Score -395782.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -395854.406250 Penalty: 4007.336914
	Iteration 14Q: 3 clusters Score -395854.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -395912.312500 Penalty: 4007.336914
	Iteration 15Q: 3 clusters Score -395912.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -395989.031250 Penalty: 4007.336914
	Iteration 16Q: 3 clusters Score -395989 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -396064.218750 Penalty: 4007.336914
	Iteration 17Q: 3 clusters Score -396064.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -396121.781250 Penalty: 4007.336914
	Iteration 18Q: 3 clusters Score -396121.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -396142.781250 Penalty: 4007.336914
	Iteration 19Q: 3 clusters Score -396142.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -396152.531250 Penalty: 4007.336914
	Iteration 20F: 3 clusters Score -396152.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -396159.062500 Penalty: 4007.336914
	Iteration 21Q: 3 clusters Score -396159.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -396162.281250 Penalty: 4007.336914
	Iteration 22Q: 3 clusters Score -396162.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -396166.093750 Penalty: 4007.336914
	Iteration 23Q: 3 clusters Score -396166.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -396168.125000 Penalty: 4007.336914
	Iteration 24Q: 3 clusters Score -396168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -396168.125000 Penalty: 4007.336914
	Iteration 25Q: 3 clusters Score -396168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -396169.437500 Penalty: 4007.336914
	Iteration 26Q: 3 clusters Score -396169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -396170.093750 Penalty: 4007.336914
	Iteration 27Q: 3 clusters Score -396170.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -396170.468750 Penalty: 4007.336914
	Iteration 28Q: 3 clusters Score -396170.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -396171.687500 Penalty: 4007.336914
	Iteration 29Q: 3 clusters Score -396171.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -396172.312500 Penalty: 4007.336914
	Iteration 30Q: 3 clusters Score -396172.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -396173.156250 Penalty: 4007.336914
	Iteration 31Q: 3 clusters Score -396173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -396173.062500 Penalty: 4007.336914
	Iteration 32Q: 3 clusters Score -396173.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -396176.343750 Penalty: 4007.336914
	Iteration 33Q: 3 clusters Score -396176.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -396176.875000 Penalty: 4007.336914
	Iteration 34Q: 3 clusters Score -396176.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -396176.031250 Penalty: 4007.336914
	Iteration 35Q: 3 clusters Score -396176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -396176.031250 Penalty: 4007.336914
	Iteration 36F: 3 clusters Score -396176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Entering Unmasked Estep 
Score: -334019.000000 Penalty: 1964.360840
	Iteration 0F: 2 clusters Score -334019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -330893.875000 Penalty: 3928.721680
	Iteration 0F: 3 clusters Score -330893.9 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -331485.656250 Penalty: 3928.721680
	Iteration 1F: 3 clusters Score -331485.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -331614.718750 Penalty: 3928.721680
	Iteration 2F: 3 clusters Score -331614.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -331680.218750 Penalty: 3928.721680
	Iteration 3Q: 3 clusters Score -331680.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -331735.250000 Penalty: 3928.721680
	Iteration 4Q: 3 clusters Score -331735.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -331780.687500 Penalty: 3928.721680
	Iteration 5Q: 3 clusters Score -331780.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -331826.531250 Penalty: 3928.721680
	Iteration 6Q: 3 clusters Score -331826.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -331867.312500 Penalty: 3928.721680
	Iteration 7Q: 3 clusters Score -331867.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -331904.093750 Penalty: 3928.721680
	Iteration 8Q: 3 clusters Score -331904.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -331929.500000 Penalty: 3928.721680
	Iteration 9Q: 3 clusters Score -331929.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -331957.281250 Penalty: 3928.721680
	Iteration 10Q: 3 clusters Score -331957.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -331991.250000 Penalty: 3928.721680
	Iteration 11Q: 3 clusters Score -331991.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -332021.281250 Penalty: 3928.721680
	Iteration 12Q: 3 clusters Score -332021.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -332043.062500 Penalty: 3928.721680
	Iteration 13Q: 3 clusters Score -332043.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -332069.406250 Penalty: 3928.721680
	Iteration 14Q: 3 clusters Score -332069.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -332090.937500 Penalty: 3928.721680
	Iteration 15Q: 3 clusters Score -332090.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -332119.968750 Penalty: 3928.721680
	Iteration 16Q: 3 clusters Score -332120 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -332155.937500 Penalty: 3928.721680
	Iteration 17Q: 3 clusters Score -332155.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -332187.375000 Penalty: 3928.721680
	Iteration 18Q: 3 clusters Score -332187.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -332221.906250 Penalty: 3928.721680
	Iteration 19Q: 3 clusters Score -332221.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -332288.812500 Penalty: 3928.721680
	Iteration 20F: 3 clusters Score -332288.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -332406.250000 Penalty: 3928.721680
	Iteration 21Q: 3 clusters Score -332406.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -332609.031250 Penalty: 3928.721680
	Iteration 22Q: 3 clusters Score -332609 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -332784.781250 Penalty: 3928.721680
	Iteration 23Q: 3 clusters Score -332784.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -332897.531250 Penalty: 3928.721680
	Iteration 24Q: 3 clusters Score -332897.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -332974.968750 Penalty: 3928.721680
	Iteration 25Q: 3 clusters Score -332975 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -333026.218750 Penalty: 3928.721680
	Iteration 26Q: 3 clusters Score -333026.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -333065.625000 Penalty: 3928.721680
	Iteration 27Q: 3 clusters Score -333065.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -333092.375000 Penalty: 3928.721680
	Iteration 28Q: 3 clusters Score -333092.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -333109.125000 Penalty: 3928.721680
	Iteration 29Q: 3 clusters Score -333109.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -333124.437500 Penalty: 3928.721680
	Iteration 30Q: 3 clusters Score -333124.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -333145.343750 Penalty: 3928.721680
	Iteration 31Q: 3 clusters Score -333145.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -333164.125000 Penalty: 3928.721680
	Iteration 32Q: 3 clusters Score -333164.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -333180.750000 Penalty: 3928.721680
	Iteration 33Q: 3 clusters Score -333180.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -333197.187500 Penalty: 3928.721680
	Iteration 34Q: 3 clusters Score -333197.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -333212.437500 Penalty: 3928.721680
	Iteration 35Q: 3 clusters Score -333212.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -333222.593750 Penalty: 3928.721680
	Iteration 36Q: 3 clusters Score -333222.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -333238.937500 Penalty: 3928.721680
	Iteration 37Q: 3 clusters Score -333238.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -333247.250000 Penalty: 3928.721680
	Iteration 38Q: 3 clusters Score -333247.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -333254.843750 Penalty: 3928.721680
	Iteration 39Q: 3 clusters Score -333254.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -333265.312500 Penalty: 3928.721680
	Iteration 40F: 3 clusters Score -333265.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -333275.531250 Penalty: 3928.721680
	Iteration 41Q: 3 clusters Score -333275.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -333284.468750 Penalty: 3928.721680
	Iteration 42Q: 3 clusters Score -333284.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -333290.187500 Penalty: 3928.721680
	Iteration 43Q: 3 clusters Score -333290.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -333297.875000 Penalty: 3928.721680
	Iteration 44Q: 3 clusters Score -333297.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -333303.500000 Penalty: 3928.721680
	Iteration 45Q: 3 clusters Score -333303.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -333305.218750 Penalty: 3928.721680
	Iteration 46Q: 3 clusters Score -333305.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -333306.625000 Penalty: 3928.721680
	Iteration 47Q: 3 clusters Score -333306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -333309.750000 Penalty: 3928.721680
	Iteration 48Q: 3 clusters Score -333309.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -333314.000000 Penalty: 3928.721680
	Iteration 49Q: 3 clusters Score -333314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -333314.000000 Penalty: 3928.721680
	Iteration 50F: 3 clusters Score -333314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Entering Unmasked Estep 
Score: -2471452.250000 Penalty: 2442.939209
	Iteration 0F: 2 clusters Score -2471452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2458059.750000 Penalty: 4885.878418
	Iteration 0F: 3 clusters Score -2458060 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2462505.250000 Penalty: 4885.878418
	Iteration 1F: 3 clusters Score -2462505 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2462992.000000 Penalty: 4885.878418
	Iteration 2F: 3 clusters Score -2462992 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2463422.000000 Penalty: 4885.878418
	Iteration 3F: 3 clusters Score -2463422 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2463859.000000 Penalty: 4885.878418
	Iteration 4F: 3 clusters Score -2463859 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2464387.000000 Penalty: 4885.878418
	Iteration 5F: 3 clusters Score -2464387 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2465008.250000 Penalty: 4885.878418
	Iteration 6F: 3 clusters Score -2465008 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2465759.500000 Penalty: 4885.878418
	Iteration 7F: 3 clusters Score -2465760 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2466629.250000 Penalty: 4885.878418
	Iteration 8F: 3 clusters Score -2466629 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2467436.750000 Penalty: 4885.878418
	Iteration 9F: 3 clusters Score -2467437 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2468077.500000 Penalty: 4885.878418
	Iteration 10Q: 3 clusters Score -2468078 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2468517.750000 Penalty: 4885.878418
	Iteration 11Q: 3 clusters Score -2468518 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2468849.000000 Penalty: 4885.878418
	Iteration 12Q: 3 clusters Score -2468849 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2469025.750000 Penalty: 4885.878418
	Iteration 13Q: 3 clusters Score -2469026 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2469153.500000 Penalty: 4885.878418
	Iteration 14Q: 3 clusters Score -2469154 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2469248.000000 Penalty: 4885.878418
	Iteration 15Q: 3 clusters Score -2469248 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2469335.000000 Penalty: 4885.878418
	Iteration 16Q: 3 clusters Score -2469335 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2469412.000000 Penalty: 4885.878418
	Iteration 17Q: 3 clusters Score -2469412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2469453.000000 Penalty: 4885.878418
	Iteration 18Q: 3 clusters Score -2469453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2469507.250000 Penalty: 4885.878418
	Iteration 19Q: 3 clusters Score -2469507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2469619.500000 Penalty: 4885.878418
	Iteration 20F: 3 clusters Score -2469620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2469724.250000 Penalty: 4885.878418
	Iteration 21Q: 3 clusters Score -2469724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2469816.250000 Penalty: 4885.878418
	Iteration 22Q: 3 clusters Score -2469816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2469899.250000 Penalty: 4885.878418
	Iteration 23Q: 3 clusters Score -2469899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2469963.250000 Penalty: 4885.878418
	Iteration 24Q: 3 clusters Score -2469963 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2470013.000000 Penalty: 4885.878418
	Iteration 25Q: 3 clusters Score -2470013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2470045.250000 Penalty: 4885.878418
	Iteration 26Q: 3 clusters Score -2470045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2470055.750000 Penalty: 4885.878418
	Iteration 27Q: 3 clusters Score -2470056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2470062.500000 Penalty: 4885.878418
	Iteration 28Q: 3 clusters Score -2470062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2470063.500000 Penalty: 4885.878418
	Iteration 29Q: 3 clusters Score -2470064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2470069.250000 Penalty: 4885.878418
	Iteration 30Q: 3 clusters Score -2470069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2470072.500000 Penalty: 4885.878418
	Iteration 31Q: 3 clusters Score -2470072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2470072.000000 Penalty: 4885.878418
	Iteration 32Q: 3 clusters Score -2470072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2470073.000000 Penalty: 4885.878418
	Iteration 33Q: 3 clusters Score -2470073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2470077.250000 Penalty: 4885.878418
	Iteration 34Q: 3 clusters Score -2470077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2470080.750000 Penalty: 4885.878418
	Iteration 35Q: 3 clusters Score -2470081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2470134.000000 Penalty: 4885.878418
	Iteration 36F: 3 clusters Score -2470134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2470172.500000 Penalty: 4885.878418
	Iteration 37Q: 3 clusters Score -2470172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2470206.000000 Penalty: 4885.878418
	Iteration 38Q: 3 clusters Score -2470206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2470238.250000 Penalty: 4885.878418
	Iteration 39Q: 3 clusters Score -2470238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2470283.000000 Penalty: 4885.878418
	Iteration 40F: 3 clusters Score -2470283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2470319.000000 Penalty: 4885.878418
	Iteration 41Q: 3 clusters Score -2470319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2470356.000000 Penalty: 4885.878418
	Iteration 42Q: 3 clusters Score -2470356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2470398.500000 Penalty: 4885.878418
	Iteration 43Q: 3 clusters Score -2470398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2470430.000000 Penalty: 4885.878418
	Iteration 44Q: 3 clusters Score -2470430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2470451.250000 Penalty: 4885.878418
	Iteration 45Q: 3 clusters Score -2470451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2470470.000000 Penalty: 4885.878418
	Iteration 46Q: 3 clusters Score -2470470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2470479.500000 Penalty: 4885.878418
	Iteration 47Q: 3 clusters Score -2470480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2470487.500000 Penalty: 4885.878418
	Iteration 48Q: 3 clusters Score -2470488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2470495.750000 Penalty: 4885.878418
	Iteration 49Q: 3 clusters Score -2470496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2470499.000000 Penalty: 4885.878418
	Iteration 50Q: 3 clusters Score -2470499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2470497.250000 Penalty: 4885.878418
	Iteration 51Q: 3 clusters Score -2470497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2470502.500000 Penalty: 4885.878418
	Iteration 52Q: 3 clusters Score -2470502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2470505.500000 Penalty: 4885.878418
	Iteration 53Q: 3 clusters Score -2470506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2470509.750000 Penalty: 4885.878418
	Iteration 54Q: 3 clusters Score -2470510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2470513.250000 Penalty: 4885.878418
	Iteration 55Q: 3 clusters Score -2470513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2470513.250000 Penalty: 4885.878418
	Iteration 56F: 3 clusters Score -2470513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Entering Unmasked Estep 
Score: -1903517.000000 Penalty: 2386.597412
	Iteration 0F: 2 clusters Score -1903517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1892649.000000 Penalty: 4773.194824
	Iteration 0F: 3 clusters Score -1892649 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1896145.375000 Penalty: 4773.194824
	Iteration 1F: 3 clusters Score -1896145 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1896692.000000 Penalty: 4773.194824
	Iteration 2F: 3 clusters Score -1896692 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1897245.875000 Penalty: 4773.194824
	Iteration 3F: 3 clusters Score -1897246 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1897730.750000 Penalty: 4773.194824
	Iteration 4F: 3 clusters Score -1897731 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1898114.250000 Penalty: 4773.194824
	Iteration 5F: 3 clusters Score -1898114 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1898482.625000 Penalty: 4773.194824
	Iteration 6Q: 3 clusters Score -1898483 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1898854.250000 Penalty: 4773.194824
	Iteration 7Q: 3 clusters Score -1898854 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1899246.125000 Penalty: 4773.194824
	Iteration 8Q: 3 clusters Score -1899246 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1899643.875000 Penalty: 4773.194824
	Iteration 9Q: 3 clusters Score -1899644 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1900040.625000 Penalty: 4773.194824
	Iteration 10Q: 3 clusters Score -1900041 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1900403.875000 Penalty: 4773.194824
	Iteration 11Q: 3 clusters Score -1900404 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1900754.250000 Penalty: 4773.194824
	Iteration 12Q: 3 clusters Score -1900754 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1901087.000000 Penalty: 4773.194824
	Iteration 13Q: 3 clusters Score -1901087 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1901391.875000 Penalty: 4773.194824
	Iteration 14Q: 3 clusters Score -1901392 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1901623.750000 Penalty: 4773.194824
	Iteration 15Q: 3 clusters Score -1901624 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1901812.375000 Penalty: 4773.194824
	Iteration 16Q: 3 clusters Score -1901812 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1901954.000000 Penalty: 4773.194824
	Iteration 17Q: 3 clusters Score -1901954 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1902069.500000 Penalty: 4773.194824
	Iteration 18Q: 3 clusters Score -1902070 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1902148.625000 Penalty: 4773.194824
	Iteration 19Q: 3 clusters Score -1902149 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1902229.625000 Penalty: 4773.194824
	Iteration 20F: 3 clusters Score -1902230 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1902300.000000 Penalty: 4773.194824
	Iteration 21Q: 3 clusters Score -1902300 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1902363.500000 Penalty: 4773.194824
	Iteration 22Q: 3 clusters Score -1902364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1902448.750000 Penalty: 4773.194824
	Iteration 23Q: 3 clusters Score -1902449 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1902583.000000 Penalty: 4773.194824
	Iteration 24Q: 3 clusters Score -1902583 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1902707.875000 Penalty: 4773.194824
	Iteration 25Q: 3 clusters Score -1902708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1902772.750000 Penalty: 4773.194824
	Iteration 26Q: 3 clusters Score -1902773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1902815.750000 Penalty: 4773.194824
	Iteration 27Q: 3 clusters Score -1902816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1902842.875000 Penalty: 4773.194824
	Iteration 28Q: 3 clusters Score -1902843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1902851.250000 Penalty: 4773.194824
	Iteration 29Q: 3 clusters Score -1902851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1902857.250000 Penalty: 4773.194824
	Iteration 30Q: 3 clusters Score -1902857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1902860.500000 Penalty: 4773.194824
	Iteration 31Q: 3 clusters Score -1902860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1902860.500000 Penalty: 4773.194824
	Iteration 32F: 3 clusters Score -1902860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78445 members 
Entering Unmasked Estep 
Score: -10034610.000000 Penalty: 2794.998047
	Iteration 0F: 2 clusters Score -1.003461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -9982167.000000 Penalty: 5589.996094
	Iteration 0F: 3 clusters Score -9982167 nChanged 36789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -10002716.000000 Penalty: 5589.996094
	Iteration 1F: 3 clusters Score -1.000272e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -10003600.000000 Penalty: 5589.996094
	Iteration 2Q: 3 clusters Score -1.00036e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -10004554.000000 Penalty: 5589.996094
	Iteration 3Q: 3 clusters Score -1.000455e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -10006070.000000 Penalty: 5589.996094
	Iteration 4Q: 3 clusters Score -1.000607e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -10008628.000000 Penalty: 5589.996094
	Iteration 5F: 3 clusters Score -1.000863e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -10012338.000000 Penalty: 5589.996094
	Iteration 6F: 3 clusters Score -1.001234e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -10016908.000000 Penalty: 5589.996094
	Iteration 7F: 3 clusters Score -1.001691e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -10021045.000000 Penalty: 5589.996094
	Iteration 8F: 3 clusters Score -1.002104e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66053 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -10024351.000000 Penalty: 5589.996094
	Iteration 9F: 3 clusters Score -1.002435e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69150 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -10026760.000000 Penalty: 5589.996094
	Iteration 10Q: 3 clusters Score -1.002676e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71558 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -10028461.000000 Penalty: 5589.996094
	Iteration 11Q: 3 clusters Score -1.002846e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -10029610.000000 Penalty: 5589.996094
	Iteration 12Q: 3 clusters Score -1.002961e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -10030505.000000 Penalty: 5589.996094
	Iteration 13Q: 3 clusters Score -1.00305e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75537 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -10031175.000000 Penalty: 5589.996094
	Iteration 14Q: 3 clusters Score -1.003118e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76129 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -10031542.000000 Penalty: 5589.996094
	Iteration 15Q: 3 clusters Score -1.003154e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76521 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -10031812.000000 Penalty: 5589.996094
	Iteration 16Q: 3 clusters Score -1.003181e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76809 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -10032066.000000 Penalty: 5589.996094
	Iteration 17Q: 3 clusters Score -1.003207e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76966 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -10032158.000000 Penalty: 5589.996094
	Iteration 18Q: 3 clusters Score -1.003216e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77062 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -10032236.000000 Penalty: 5589.996094
	Iteration 19Q: 3 clusters Score -1.003224e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -10032293.000000 Penalty: 5589.996094
	Iteration 20F: 3 clusters Score -1.003229e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -10032331.000000 Penalty: 5589.996094
	Iteration 21Q: 3 clusters Score -1.003233e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77248 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -10032363.000000 Penalty: 5589.996094
	Iteration 22Q: 3 clusters Score -1.003236e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77283 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -10032389.000000 Penalty: 5589.996094
	Iteration 23Q: 3 clusters Score -1.003239e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77313 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -10032440.000000 Penalty: 5589.996094
	Iteration 24Q: 3 clusters Score -1.003244e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77336 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -10032467.000000 Penalty: 5589.996094
	Iteration 25Q: 3 clusters Score -1.003247e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -10032497.000000 Penalty: 5589.996094
	Iteration 26Q: 3 clusters Score -1.00325e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77365 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -10032515.000000 Penalty: 5589.996094
	Iteration 27Q: 3 clusters Score -1.003252e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77378 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -10032563.000000 Penalty: 5589.996094
	Iteration 28Q: 3 clusters Score -1.003256e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77382 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -10032598.000000 Penalty: 5589.996094
	Iteration 29Q: 3 clusters Score -1.00326e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77392 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -10032585.000000 Penalty: 5589.996094
	Iteration 30Q: 3 clusters Score -1.003258e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77401 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10032616.000000 Penalty: 5589.996094
	Iteration 31Q: 3 clusters Score -1.003262e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77403 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10032628.000000 Penalty: 5589.996094
	Iteration 32Q: 3 clusters Score -1.003263e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77400 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -10032632.000000 Penalty: 5589.996094
	Iteration 33Q: 3 clusters Score -1.003263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77401 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10032630.000000 Penalty: 5589.996094
	Iteration 34Q: 3 clusters Score -1.003263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77397 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -10032628.000000 Penalty: 5589.996094
	Iteration 35Q: 3 clusters Score -1.003263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77396 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -10032637.000000 Penalty: 5589.996094
	Iteration 36Q: 3 clusters Score -1.003264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10032634.000000 Penalty: 5589.996094
	Iteration 37Q: 3 clusters Score -1.003263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77394 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -10032640.000000 Penalty: 5589.996094
	Iteration 38Q: 3 clusters Score -1.003264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10032641.000000 Penalty: 5589.996094
	Iteration 39Q: 3 clusters Score -1.003264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10032641.000000 Penalty: 5589.996094
	Iteration 40F: 3 clusters Score -1.003264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Entering Unmasked Estep 
Score: -2372961.750000 Penalty: 2434.684570
	Iteration 0F: 2 clusters Score -2372962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2359857.250000 Penalty: 4869.369141
	Iteration 0F: 3 clusters Score -2359857 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2364183.250000 Penalty: 4869.369141
	Iteration 1F: 3 clusters Score -2364183 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2364628.250000 Penalty: 4869.369141
	Iteration 2F: 3 clusters Score -2364628 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2365138.750000 Penalty: 4869.369141
	Iteration 3F: 3 clusters Score -2365139 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2365804.750000 Penalty: 4869.369141
	Iteration 4F: 3 clusters Score -2365805 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2366803.750000 Penalty: 4869.369141
	Iteration 5F: 3 clusters Score -2366804 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2367900.250000 Penalty: 4869.369141
	Iteration 6F: 3 clusters Score -2367900 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2368895.000000 Penalty: 4869.369141
	Iteration 7F: 3 clusters Score -2368895 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2369784.750000 Penalty: 4869.369141
	Iteration 8F: 3 clusters Score -2369785 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2370410.500000 Penalty: 4869.369141
	Iteration 9F: 3 clusters Score -2370410 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2370859.500000 Penalty: 4869.369141
	Iteration 10Q: 3 clusters Score -2370860 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2371178.000000 Penalty: 4869.369141
	Iteration 11Q: 3 clusters Score -2371178 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2371427.250000 Penalty: 4869.369141
	Iteration 12Q: 3 clusters Score -2371427 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2371637.750000 Penalty: 4869.369141
	Iteration 13Q: 3 clusters Score -2371638 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2371798.000000 Penalty: 4869.369141
	Iteration 14Q: 3 clusters Score -2371798 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2371912.750000 Penalty: 4869.369141
	Iteration 15Q: 3 clusters Score -2371913 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2371995.500000 Penalty: 4869.369141
	Iteration 16Q: 3 clusters Score -2371996 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2372067.750000 Penalty: 4869.369141
	Iteration 17Q: 3 clusters Score -2372068 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2372113.750000 Penalty: 4869.369141
	Iteration 18Q: 3 clusters Score -2372114 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2372158.250000 Penalty: 4869.369141
	Iteration 19Q: 3 clusters Score -2372158 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2372190.750000 Penalty: 4869.369141
	Iteration 20F: 3 clusters Score -2372191 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2372225.750000 Penalty: 4869.369141
	Iteration 21Q: 3 clusters Score -2372226 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2372255.250000 Penalty: 4869.369141
	Iteration 22Q: 3 clusters Score -2372255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2372283.500000 Penalty: 4869.369141
	Iteration 23Q: 3 clusters Score -2372284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2372312.000000 Penalty: 4869.369141
	Iteration 24Q: 3 clusters Score -2372312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2372332.250000 Penalty: 4869.369141
	Iteration 25Q: 3 clusters Score -2372332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2372344.000000 Penalty: 4869.369141
	Iteration 26Q: 3 clusters Score -2372344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2372363.500000 Penalty: 4869.369141
	Iteration 27Q: 3 clusters Score -2372364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2372378.500000 Penalty: 4869.369141
	Iteration 28Q: 3 clusters Score -2372378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2372393.250000 Penalty: 4869.369141
	Iteration 29Q: 3 clusters Score -2372393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2372401.000000 Penalty: 4869.369141
	Iteration 30Q: 3 clusters Score -2372401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2372412.000000 Penalty: 4869.369141
	Iteration 31Q: 3 clusters Score -2372412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2372426.750000 Penalty: 4869.369141
	Iteration 32Q: 3 clusters Score -2372427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2372437.250000 Penalty: 4869.369141
	Iteration 33Q: 3 clusters Score -2372437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2372447.750000 Penalty: 4869.369141
	Iteration 34Q: 3 clusters Score -2372448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2372457.750000 Penalty: 4869.369141
	Iteration 35Q: 3 clusters Score -2372458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2372460.250000 Penalty: 4869.369141
	Iteration 36Q: 3 clusters Score -2372460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2372470.250000 Penalty: 4869.369141
	Iteration 37Q: 3 clusters Score -2372470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2372483.000000 Penalty: 4869.369141
	Iteration 38Q: 3 clusters Score -2372483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2372487.000000 Penalty: 4869.369141
	Iteration 39Q: 3 clusters Score -2372487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2372488.000000 Penalty: 4869.369141
	Iteration 40F: 3 clusters Score -2372488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2372495.250000 Penalty: 4869.369141
	Iteration 41Q: 3 clusters Score -2372495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2372498.000000 Penalty: 4869.369141
	Iteration 42Q: 3 clusters Score -2372498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2372502.000000 Penalty: 4869.369141
	Iteration 43Q: 3 clusters Score -2372502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2372504.500000 Penalty: 4869.369141
	Iteration 44Q: 3 clusters Score -2372504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2372504.250000 Penalty: 4869.369141
	Iteration 45Q: 3 clusters Score -2372504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2372501.500000 Penalty: 4869.369141
	Iteration 46Q: 3 clusters Score -2372502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2372505.250000 Penalty: 4869.369141
	Iteration 47Q: 3 clusters Score -2372505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2372506.750000 Penalty: 4869.369141
	Iteration 48Q: 3 clusters Score -2372507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2372506.500000 Penalty: 4869.369141
	Iteration 49Q: 3 clusters Score -2372506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2372505.000000 Penalty: 4869.369141
	Iteration 50Q: 3 clusters Score -2372505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2372505.000000 Penalty: 4869.369141
	Iteration 51F: 3 clusters Score -2372505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Entering Unmasked Estep 
Score: -613971.250000 Penalty: 2105.985107
	Iteration 0F: 2 clusters Score -613971.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -609525.375000 Penalty: 4211.970215
	Iteration 0F: 3 clusters Score -609525.4 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -610540.500000 Penalty: 4211.970215
	Iteration 1F: 3 clusters Score -610540.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -610753.187500 Penalty: 4211.970215
	Iteration 2F: 3 clusters Score -610753.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -610897.000000 Penalty: 4211.970215
	Iteration 3F: 3 clusters Score -610897 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -611003.500000 Penalty: 4211.970215
	Iteration 4Q: 3 clusters Score -611003.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -611088.062500 Penalty: 4211.970215
	Iteration 5Q: 3 clusters Score -611088.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -611153.937500 Penalty: 4211.970215
	Iteration 6Q: 3 clusters Score -611153.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -611213.500000 Penalty: 4211.970215
	Iteration 7Q: 3 clusters Score -611213.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -611277.062500 Penalty: 4211.970215
	Iteration 8Q: 3 clusters Score -611277.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -611337.000000 Penalty: 4211.970215
	Iteration 9Q: 3 clusters Score -611337 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -611395.000000 Penalty: 4211.970215
	Iteration 10Q: 3 clusters Score -611395 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -611452.000000 Penalty: 4211.970215
	Iteration 11Q: 3 clusters Score -611452 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -611517.687500 Penalty: 4211.970215
	Iteration 12Q: 3 clusters Score -611517.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -611589.750000 Penalty: 4211.970215
	Iteration 13Q: 3 clusters Score -611589.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -611650.687500 Penalty: 4211.970215
	Iteration 14Q: 3 clusters Score -611650.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -611699.375000 Penalty: 4211.970215
	Iteration 15Q: 3 clusters Score -611699.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -611731.500000 Penalty: 4211.970215
	Iteration 16Q: 3 clusters Score -611731.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -611776.250000 Penalty: 4211.970215
	Iteration 17Q: 3 clusters Score -611776.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -611822.312500 Penalty: 4211.970215
	Iteration 18Q: 3 clusters Score -611822.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -611861.187500 Penalty: 4211.970215
	Iteration 19Q: 3 clusters Score -611861.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -611905.812500 Penalty: 4211.970215
	Iteration 20F: 3 clusters Score -611905.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -611947.562500 Penalty: 4211.970215
	Iteration 21Q: 3 clusters Score -611947.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -611990.937500 Penalty: 4211.970215
	Iteration 22Q: 3 clusters Score -611990.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -612034.562500 Penalty: 4211.970215
	Iteration 23Q: 3 clusters Score -612034.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -612074.187500 Penalty: 4211.970215
	Iteration 24Q: 3 clusters Score -612074.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -612106.937500 Penalty: 4211.970215
	Iteration 25Q: 3 clusters Score -612106.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -612128.937500 Penalty: 4211.970215
	Iteration 26Q: 3 clusters Score -612128.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -612150.562500 Penalty: 4211.970215
	Iteration 27Q: 3 clusters Score -612150.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -612171.937500 Penalty: 4211.970215
	Iteration 28Q: 3 clusters Score -612171.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -612189.500000 Penalty: 4211.970215
	Iteration 29Q: 3 clusters Score -612189.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -612203.062500 Penalty: 4211.970215
	Iteration 30Q: 3 clusters Score -612203.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -612218.625000 Penalty: 4211.970215
	Iteration 31Q: 3 clusters Score -612218.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -612227.937500 Penalty: 4211.970215
	Iteration 32Q: 3 clusters Score -612227.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -612233.687500 Penalty: 4211.970215
	Iteration 33Q: 3 clusters Score -612233.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -612237.937500 Penalty: 4211.970215
	Iteration 34Q: 3 clusters Score -612237.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -612245.937500 Penalty: 4211.970215
	Iteration 35Q: 3 clusters Score -612245.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -612251.750000 Penalty: 4211.970215
	Iteration 36Q: 3 clusters Score -612251.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -612254.875000 Penalty: 4211.970215
	Iteration 37Q: 3 clusters Score -612254.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -612261.000000 Penalty: 4211.970215
	Iteration 38Q: 3 clusters Score -612261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -612267.562500 Penalty: 4211.970215
	Iteration 39Q: 3 clusters Score -612267.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -612275.500000 Penalty: 4211.970215
	Iteration 40F: 3 clusters Score -612275.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -612285.312500 Penalty: 4211.970215
	Iteration 41Q: 3 clusters Score -612285.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -612293.687500 Penalty: 4211.970215
	Iteration 42Q: 3 clusters Score -612293.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -612301.812500 Penalty: 4211.970215
	Iteration 43Q: 3 clusters Score -612301.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -612308.500000 Penalty: 4211.970215
	Iteration 44Q: 3 clusters Score -612308.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -612316.375000 Penalty: 4211.970215
	Iteration 45Q: 3 clusters Score -612316.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -612322.437500 Penalty: 4211.970215
	Iteration 46Q: 3 clusters Score -612322.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -612327.437500 Penalty: 4211.970215
	Iteration 47Q: 3 clusters Score -612327.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -612330.500000 Penalty: 4211.970215
	Iteration 48Q: 3 clusters Score -612330.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -612336.000000 Penalty: 4211.970215
	Iteration 49Q: 3 clusters Score -612336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -612340.500000 Penalty: 4211.970215
	Iteration 50Q: 3 clusters Score -612340.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -612345.625000 Penalty: 4211.970215
	Iteration 51Q: 3 clusters Score -612345.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -612349.125000 Penalty: 4211.970215
	Iteration 52Q: 3 clusters Score -612349.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -612352.000000 Penalty: 4211.970215
	Iteration 53Q: 3 clusters Score -612352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -612354.187500 Penalty: 4211.970215
	Iteration 54Q: 3 clusters Score -612354.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -612357.187500 Penalty: 4211.970215
	Iteration 55Q: 3 clusters Score -612357.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -612361.875000 Penalty: 4211.970215
	Iteration 56Q: 3 clusters Score -612361.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -612364.687500 Penalty: 4211.970215
	Iteration 57Q: 3 clusters Score -612364.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -612367.750000 Penalty: 4211.970215
	Iteration 58Q: 3 clusters Score -612367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -612367.562500 Penalty: 4211.970215
	Iteration 59Q: 3 clusters Score -612367.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -612370.812500 Penalty: 4211.970215
	Iteration 60F: 3 clusters Score -612370.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -612371.562500 Penalty: 4211.970215
	Iteration 61Q: 3 clusters Score -612371.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -612373.187500 Penalty: 4211.970215
	Iteration 62Q: 3 clusters Score -612373.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -612374.062500 Penalty: 4211.970215
	Iteration 63Q: 3 clusters Score -612374.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -612374.437500 Penalty: 4211.970215
	Iteration 64Q: 3 clusters Score -612374.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -612376.125000 Penalty: 4211.970215
	Iteration 65Q: 3 clusters Score -612376.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -612376.500000 Penalty: 4211.970215
	Iteration 66Q: 3 clusters Score -612376.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -612377.375000 Penalty: 4211.970215
	Iteration 67Q: 3 clusters Score -612377.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -612378.000000 Penalty: 4211.970215
	Iteration 68Q: 3 clusters Score -612378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -612378.687500 Penalty: 4211.970215
	Iteration 69Q: 3 clusters Score -612378.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -612378.687500 Penalty: 4211.970215
	Iteration 70F: 3 clusters Score -612378.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Entering Unmasked Estep 
Score: -1573808.000000 Penalty: 2350.467773
	Iteration 0F: 2 clusters Score -1573808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1564276.000000 Penalty: 4700.935547
	Iteration 0F: 3 clusters Score -1564276 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1567188.375000 Penalty: 4700.935547
	Iteration 1F: 3 clusters Score -1567188 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1567568.500000 Penalty: 4700.935547
	Iteration 2F: 3 clusters Score -1567568 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1567889.625000 Penalty: 4700.935547
	Iteration 3F: 3 clusters Score -1567890 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1568250.750000 Penalty: 4700.935547
	Iteration 4Q: 3 clusters Score -1568251 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1568703.125000 Penalty: 4700.935547
	Iteration 5Q: 3 clusters Score -1568703 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1569193.375000 Penalty: 4700.935547
	Iteration 6F: 3 clusters Score -1569193 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1569680.750000 Penalty: 4700.935547
	Iteration 7F: 3 clusters Score -1569681 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1570122.125000 Penalty: 4700.935547
	Iteration 8F: 3 clusters Score -1570122 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1570467.625000 Penalty: 4700.935547
	Iteration 9Q: 3 clusters Score -1570468 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1570787.750000 Penalty: 4700.935547
	Iteration 10Q: 3 clusters Score -1570788 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1571027.250000 Penalty: 4700.935547
	Iteration 11Q: 3 clusters Score -1571027 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1571196.250000 Penalty: 4700.935547
	Iteration 12Q: 3 clusters Score -1571196 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1571332.125000 Penalty: 4700.935547
	Iteration 13Q: 3 clusters Score -1571332 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1571439.000000 Penalty: 4700.935547
	Iteration 14Q: 3 clusters Score -1571439 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1571520.250000 Penalty: 4700.935547
	Iteration 15Q: 3 clusters Score -1571520 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1571584.750000 Penalty: 4700.935547
	Iteration 16Q: 3 clusters Score -1571585 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1571626.750000 Penalty: 4700.935547
	Iteration 17Q: 3 clusters Score -1571627 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1571657.875000 Penalty: 4700.935547
	Iteration 18Q: 3 clusters Score -1571658 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1571692.000000 Penalty: 4700.935547
	Iteration 19Q: 3 clusters Score -1571692 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1571734.500000 Penalty: 4700.935547
	Iteration 20F: 3 clusters Score -1571734 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1571773.375000 Penalty: 4700.935547
	Iteration 21Q: 3 clusters Score -1571773 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1571808.500000 Penalty: 4700.935547
	Iteration 22Q: 3 clusters Score -1571808 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1571857.250000 Penalty: 4700.935547
	Iteration 23Q: 3 clusters Score -1571857 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1571913.000000 Penalty: 4700.935547
	Iteration 24Q: 3 clusters Score -1571913 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1571992.750000 Penalty: 4700.935547
	Iteration 25Q: 3 clusters Score -1571993 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1572075.250000 Penalty: 4700.935547
	Iteration 26Q: 3 clusters Score -1572075 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1572172.000000 Penalty: 4700.935547
	Iteration 27Q: 3 clusters Score -1572172 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1572273.375000 Penalty: 4700.935547
	Iteration 28Q: 3 clusters Score -1572273 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1572352.375000 Penalty: 4700.935547
	Iteration 29Q: 3 clusters Score -1572352 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1572420.500000 Penalty: 4700.935547
	Iteration 30Q: 3 clusters Score -1572420 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1572474.750000 Penalty: 4700.935547
	Iteration 31Q: 3 clusters Score -1572475 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1572505.500000 Penalty: 4700.935547
	Iteration 32Q: 3 clusters Score -1572506 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1572539.875000 Penalty: 4700.935547
	Iteration 33Q: 3 clusters Score -1572540 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1572555.625000 Penalty: 4700.935547
	Iteration 34Q: 3 clusters Score -1572556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1572566.625000 Penalty: 4700.935547
	Iteration 35Q: 3 clusters Score -1572567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1572572.500000 Penalty: 4700.935547
	Iteration 36Q: 3 clusters Score -1572572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1572580.875000 Penalty: 4700.935547
	Iteration 37Q: 3 clusters Score -1572581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1572586.875000 Penalty: 4700.935547
	Iteration 38Q: 3 clusters Score -1572587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1572591.375000 Penalty: 4700.935547
	Iteration 39Q: 3 clusters Score -1572591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1572596.750000 Penalty: 4700.935547
	Iteration 40F: 3 clusters Score -1572597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1572605.000000 Penalty: 4700.935547
	Iteration 41Q: 3 clusters Score -1572605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1572614.375000 Penalty: 4700.935547
	Iteration 42Q: 3 clusters Score -1572614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1572621.625000 Penalty: 4700.935547
	Iteration 43Q: 3 clusters Score -1572622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1572626.000000 Penalty: 4700.935547
	Iteration 44Q: 3 clusters Score -1572626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1572630.000000 Penalty: 4700.935547
	Iteration 45Q: 3 clusters Score -1572630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1572633.500000 Penalty: 4700.935547
	Iteration 46Q: 3 clusters Score -1572634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1572640.875000 Penalty: 4700.935547
	Iteration 47Q: 3 clusters Score -1572641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1572640.375000 Penalty: 4700.935547
	Iteration 48Q: 3 clusters Score -1572640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1572643.750000 Penalty: 4700.935547
	Iteration 49Q: 3 clusters Score -1572644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1572645.000000 Penalty: 4700.935547
	Iteration 50Q: 3 clusters Score -1572645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1572643.625000 Penalty: 4700.935547
	Iteration 51Q: 3 clusters Score -1572644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1572649.125000 Penalty: 4700.935547
	Iteration 52Q: 3 clusters Score -1572649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1572645.875000 Penalty: 4700.935547
	Iteration 53Q: 3 clusters Score -1572646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1572651.750000 Penalty: 4700.935547
	Iteration 54Q: 3 clusters Score -1572652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1572652.625000 Penalty: 4700.935547
	Iteration 55Q: 3 clusters Score -1572653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1572651.375000 Penalty: 4700.935547
	Iteration 56Q: 3 clusters Score -1572651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1572656.500000 Penalty: 4700.935547
	Iteration 57Q: 3 clusters Score -1572656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1572657.875000 Penalty: 4700.935547
	Iteration 58Q: 3 clusters Score -1572658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1572659.750000 Penalty: 4700.935547
	Iteration 59Q: 3 clusters Score -1572660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1572658.500000 Penalty: 4700.935547
	Iteration 60F: 3 clusters Score -1572658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1572659.875000 Penalty: 4700.935547
	Iteration 61Q: 3 clusters Score -1572660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1572660.375000 Penalty: 4700.935547
	Iteration 62Q: 3 clusters Score -1572660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1572662.625000 Penalty: 4700.935547
	Iteration 63Q: 3 clusters Score -1572663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1572663.625000 Penalty: 4700.935547
	Iteration 64Q: 3 clusters Score -1572664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1572662.750000 Penalty: 4700.935547
	Iteration 65Q: 3 clusters Score -1572663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1572659.750000 Penalty: 4700.935547
	Iteration 66Q: 3 clusters Score -1572660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1572659.000000 Penalty: 4700.935547
	Iteration 67Q: 3 clusters Score -1572659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1572662.625000 Penalty: 4700.935547
	Iteration 68Q: 3 clusters Score -1572663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1572664.250000 Penalty: 4700.935547
	Iteration 69Q: 3 clusters Score -1572664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1572666.125000 Penalty: 4700.935547
	Iteration 70Q: 3 clusters Score -1572666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1572662.375000 Penalty: 4700.935547
	Iteration 71Q: 3 clusters Score -1572662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1572666.875000 Penalty: 4700.935547
	Iteration 72Q: 3 clusters Score -1572667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1572670.625000 Penalty: 4700.935547
	Iteration 73Q: 3 clusters Score -1572671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1572673.125000 Penalty: 4700.935547
	Iteration 74Q: 3 clusters Score -1572673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1572672.750000 Penalty: 4700.935547
	Iteration 75Q: 3 clusters Score -1572673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1572674.000000 Penalty: 4700.935547
	Iteration 76Q: 3 clusters Score -1572674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1572674.500000 Penalty: 4700.935547
	Iteration 77Q: 3 clusters Score -1572674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1572673.500000 Penalty: 4700.935547
	Iteration 78Q: 3 clusters Score -1572674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1572676.250000 Penalty: 4700.935547
	Iteration 79Q: 3 clusters Score -1572676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1572674.500000 Penalty: 4700.935547
	Iteration 80F: 3 clusters Score -1572674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1572676.250000 Penalty: 4700.935547
	Iteration 81Q: 3 clusters Score -1572676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1572674.875000 Penalty: 4700.935547
	Iteration 82Q: 3 clusters Score -1572675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1572673.250000 Penalty: 4700.935547
	Iteration 83Q: 3 clusters Score -1572673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1572673.250000 Penalty: 4700.935547
	Iteration 84F: 3 clusters Score -1572673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Entering Unmasked Estep 
Score: -1377527.125000 Penalty: 2315.656738
	Iteration 0F: 2 clusters Score -1377527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1369039.875000 Penalty: 4631.313477
	Iteration 0F: 3 clusters Score -1369040 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1371635.250000 Penalty: 4631.313477
	Iteration 1F: 3 clusters Score -1371635 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1372010.500000 Penalty: 4631.313477
	Iteration 2F: 3 clusters Score -1372010 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1372355.625000 Penalty: 4631.313477
	Iteration 3F: 3 clusters Score -1372356 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1372682.750000 Penalty: 4631.313477
	Iteration 4F: 3 clusters Score -1372683 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1373014.125000 Penalty: 4631.313477
	Iteration 5Q: 3 clusters Score -1373014 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1373310.250000 Penalty: 4631.313477
	Iteration 6Q: 3 clusters Score -1373310 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1373584.500000 Penalty: 4631.313477
	Iteration 7Q: 3 clusters Score -1373584 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1373856.125000 Penalty: 4631.313477
	Iteration 8Q: 3 clusters Score -1373856 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1374097.125000 Penalty: 4631.313477
	Iteration 9Q: 3 clusters Score -1374097 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1374285.125000 Penalty: 4631.313477
	Iteration 10Q: 3 clusters Score -1374285 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1374437.000000 Penalty: 4631.313477
	Iteration 11Q: 3 clusters Score -1374437 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1374573.750000 Penalty: 4631.313477
	Iteration 12Q: 3 clusters Score -1374574 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1374680.125000 Penalty: 4631.313477
	Iteration 13Q: 3 clusters Score -1374680 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1374763.625000 Penalty: 4631.313477
	Iteration 14Q: 3 clusters Score -1374764 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1374859.750000 Penalty: 4631.313477
	Iteration 15Q: 3 clusters Score -1374860 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1374953.250000 Penalty: 4631.313477
	Iteration 16Q: 3 clusters Score -1374953 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1375046.750000 Penalty: 4631.313477
	Iteration 17Q: 3 clusters Score -1375047 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1375150.250000 Penalty: 4631.313477
	Iteration 18Q: 3 clusters Score -1375150 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1375247.375000 Penalty: 4631.313477
	Iteration 19Q: 3 clusters Score -1375247 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1375330.125000 Penalty: 4631.313477
	Iteration 20F: 3 clusters Score -1375330 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1375373.125000 Penalty: 4631.313477
	Iteration 21Q: 3 clusters Score -1375373 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1375414.500000 Penalty: 4631.313477
	Iteration 22Q: 3 clusters Score -1375414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1375440.375000 Penalty: 4631.313477
	Iteration 23Q: 3 clusters Score -1375440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1375462.125000 Penalty: 4631.313477
	Iteration 24Q: 3 clusters Score -1375462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1375482.875000 Penalty: 4631.313477
	Iteration 25Q: 3 clusters Score -1375483 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1375505.000000 Penalty: 4631.313477
	Iteration 26Q: 3 clusters Score -1375505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1375522.000000 Penalty: 4631.313477
	Iteration 27Q: 3 clusters Score -1375522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1375534.250000 Penalty: 4631.313477
	Iteration 28Q: 3 clusters Score -1375534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1375540.500000 Penalty: 4631.313477
	Iteration 29Q: 3 clusters Score -1375540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1375543.375000 Penalty: 4631.313477
	Iteration 30Q: 3 clusters Score -1375543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1375546.375000 Penalty: 4631.313477
	Iteration 31Q: 3 clusters Score -1375546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1375554.625000 Penalty: 4631.313477
	Iteration 32Q: 3 clusters Score -1375555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1375556.125000 Penalty: 4631.313477
	Iteration 33Q: 3 clusters Score -1375556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1375558.625000 Penalty: 4631.313477
	Iteration 34Q: 3 clusters Score -1375559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1375561.000000 Penalty: 4631.313477
	Iteration 35Q: 3 clusters Score -1375561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1375561.000000 Penalty: 4631.313477
	Iteration 36F: 3 clusters Score -1375561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (140630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140630 members 
Entering Unmasked Estep 
Score: -18003604.000000 Penalty: 2939.764160
	Iteration 0F: 2 clusters Score -1.80036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70531 members 
Mstep: Class 2 contains 70099 members 
Entering Unmasked Estep 
Score: -17910308.000000 Penalty: 5879.528320
	Iteration 0F: 3 clusters Score -1.791031e+07 nChanged 67153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75348 members 
Mstep: Class 2 contains 65282 members 
Entering Unmasked Estep 
Score: -17950334.000000 Penalty: 5879.528320
	Iteration 1F: 3 clusters Score -1.795033e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78752 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -17952842.000000 Penalty: 5879.528320
	Iteration 2Q: 3 clusters Score -1.795284e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83544 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -17956990.000000 Penalty: 5879.528320
	Iteration 3F: 3 clusters Score -1.795699e+07 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -17962584.000000 Penalty: 5879.528320
	Iteration 4F: 3 clusters Score -1.796258e+07 nChanged 10492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97417 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -17969786.000000 Penalty: 5879.528320
	Iteration 5F: 3 clusters Score -1.796979e+07 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105080 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -17976988.000000 Penalty: 5879.528320
	Iteration 6F: 3 clusters Score -1.797699e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112199 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -17983576.000000 Penalty: 5879.528320
	Iteration 7F: 3 clusters Score -1.798358e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118078 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -17989050.000000 Penalty: 5879.528320
	Iteration 8Q: 3 clusters Score -1.798905e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122405 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -17993432.000000 Penalty: 5879.528320
	Iteration 9Q: 3 clusters Score -1.799343e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125283 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -17996518.000000 Penalty: 5879.528320
	Iteration 10Q: 3 clusters Score -1.799652e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127019 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -17998156.000000 Penalty: 5879.528320
	Iteration 11Q: 3 clusters Score -1.799816e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128242 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -17998928.000000 Penalty: 5879.528320
	Iteration 12Q: 3 clusters Score -1.799893e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129258 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -17999500.000000 Penalty: 5879.528320
	Iteration 13Q: 3 clusters Score -1.79995e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130140 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -17999902.000000 Penalty: 5879.528320
	Iteration 14Q: 3 clusters Score -1.79999e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130881 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -18000146.000000 Penalty: 5879.528320
	Iteration 15Q: 3 clusters Score -1.800015e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131529 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -18000336.000000 Penalty: 5879.528320
	Iteration 16Q: 3 clusters Score -1.800034e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132121 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -18000508.000000 Penalty: 5879.528320
	Iteration 17Q: 3 clusters Score -1.800051e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132657 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -18000696.000000 Penalty: 5879.528320
	Iteration 18Q: 3 clusters Score -1.80007e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133125 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -18000812.000000 Penalty: 5879.528320
	Iteration 19Q: 3 clusters Score -1.800081e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133540 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -18000892.000000 Penalty: 5879.528320
	Iteration 20F: 3 clusters Score -1.800089e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133907 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -18001020.000000 Penalty: 5879.528320
	Iteration 21Q: 3 clusters Score -1.800102e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134243 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -18001092.000000 Penalty: 5879.528320
	Iteration 22Q: 3 clusters Score -1.800109e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134534 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -18001150.000000 Penalty: 5879.528320
	Iteration 23Q: 3 clusters Score -1.800115e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134779 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -18001214.000000 Penalty: 5879.528320
	Iteration 24Q: 3 clusters Score -1.800121e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135002 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -18001284.000000 Penalty: 5879.528320
	Iteration 25Q: 3 clusters Score -1.800128e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135201 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -18001340.000000 Penalty: 5879.528320
	Iteration 26Q: 3 clusters Score -1.800134e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135369 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -18001360.000000 Penalty: 5879.528320
	Iteration 27Q: 3 clusters Score -1.800136e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135517 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -18001400.000000 Penalty: 5879.528320
	Iteration 28Q: 3 clusters Score -1.80014e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135644 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -18001414.000000 Penalty: 5879.528320
	Iteration 29Q: 3 clusters Score -1.800141e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135766 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -18001434.000000 Penalty: 5879.528320
	Iteration 30Q: 3 clusters Score -1.800143e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135864 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -18001484.000000 Penalty: 5879.528320
	Iteration 31Q: 3 clusters Score -1.800148e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135951 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -18001512.000000 Penalty: 5879.528320
	Iteration 32Q: 3 clusters Score -1.800151e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136029 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -18001564.000000 Penalty: 5879.528320
	Iteration 33Q: 3 clusters Score -1.800156e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136094 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -18001606.000000 Penalty: 5879.528320
	Iteration 34Q: 3 clusters Score -1.800161e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136175 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -18001634.000000 Penalty: 5879.528320
	Iteration 35Q: 3 clusters Score -1.800163e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136233 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -18001616.000000 Penalty: 5879.528320
	Iteration 36Q: 3 clusters Score -1.800162e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136292 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -18001610.000000 Penalty: 5879.528320
	Iteration 37Q: 3 clusters Score -1.800161e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136338 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -18001606.000000 Penalty: 5879.528320
	Iteration 38Q: 3 clusters Score -1.800161e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136383 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -18001626.000000 Penalty: 5879.528320
	Iteration 39Q: 3 clusters Score -1.800163e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136432 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -18001626.000000 Penalty: 5879.528320
	Iteration 40F: 3 clusters Score -1.800163e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136476 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -18001642.000000 Penalty: 5879.528320
	Iteration 41Q: 3 clusters Score -1.800164e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136523 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -18001618.000000 Penalty: 5879.528320
	Iteration 42Q: 3 clusters Score -1.800162e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136573 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -18001638.000000 Penalty: 5879.528320
	Iteration 43Q: 3 clusters Score -1.800164e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136631 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -18001652.000000 Penalty: 5879.528320
	Iteration 44Q: 3 clusters Score -1.800165e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136677 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -18001674.000000 Penalty: 5879.528320
	Iteration 45Q: 3 clusters Score -1.800167e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136712 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -18001676.000000 Penalty: 5879.528320
	Iteration 46Q: 3 clusters Score -1.800168e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136739 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -18001688.000000 Penalty: 5879.528320
	Iteration 47Q: 3 clusters Score -1.800169e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136769 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -18001696.000000 Penalty: 5879.528320
	Iteration 48Q: 3 clusters Score -1.80017e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136801 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -18001712.000000 Penalty: 5879.528320
	Iteration 49Q: 3 clusters Score -1.800171e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136830 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -18001714.000000 Penalty: 5879.528320
	Iteration 50Q: 3 clusters Score -1.800171e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136850 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -18001714.000000 Penalty: 5879.528320
	Iteration 51Q: 3 clusters Score -1.800171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136867 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -18001726.000000 Penalty: 5879.528320
	Iteration 52Q: 3 clusters Score -1.800173e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136880 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -18001708.000000 Penalty: 5879.528320
	Iteration 53Q: 3 clusters Score -1.800171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136889 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -18001708.000000 Penalty: 5879.528320
	Iteration 54Q: 3 clusters Score -1.800171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136900 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -18001698.000000 Penalty: 5879.528320
	Iteration 55Q: 3 clusters Score -1.80017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136911 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -18001692.000000 Penalty: 5879.528320
	Iteration 56Q: 3 clusters Score -1.800169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136923 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -18001692.000000 Penalty: 5879.528320
	Iteration 57Q: 3 clusters Score -1.800169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136931 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -18001702.000000 Penalty: 5879.528320
	Iteration 58Q: 3 clusters Score -1.80017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136934 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -18001700.000000 Penalty: 5879.528320
	Iteration 59Q: 3 clusters Score -1.80017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136939 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -18001710.000000 Penalty: 5879.528320
	Iteration 60F: 3 clusters Score -1.800171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136942 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -18001696.000000 Penalty: 5879.528320
	Iteration 61Q: 3 clusters Score -1.80017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136944 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -18001688.000000 Penalty: 5879.528320
	Iteration 62Q: 3 clusters Score -1.800169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136949 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -18001688.000000 Penalty: 5879.528320
	Iteration 63Q: 3 clusters Score -1.800169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136957 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -18001690.000000 Penalty: 5879.528320
	Iteration 64Q: 3 clusters Score -1.800169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136966 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -18001690.000000 Penalty: 5879.528320
	Iteration 65Q: 3 clusters Score -1.800169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136974 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -18001692.000000 Penalty: 5879.528320
	Iteration 66Q: 3 clusters Score -1.800169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136983 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -18001672.000000 Penalty: 5879.528320
	Iteration 67Q: 3 clusters Score -1.800167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136988 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -18001684.000000 Penalty: 5879.528320
	Iteration 68Q: 3 clusters Score -1.800168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136995 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -18001700.000000 Penalty: 5879.528320
	Iteration 69Q: 3 clusters Score -1.80017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137002 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -18001700.000000 Penalty: 5879.528320
	Iteration 70Q: 3 clusters Score -1.80017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137004 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -18001696.000000 Penalty: 5879.528320
	Iteration 71Q: 3 clusters Score -1.80017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137007 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -18001700.000000 Penalty: 5879.528320
	Iteration 72Q: 3 clusters Score -1.80017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137007 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -18001700.000000 Penalty: 5879.528320
	Iteration 73F: 3 clusters Score -1.80017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Entering Unmasked Estep 
Score: -2270001.750000 Penalty: 2438.613281
	Iteration 0F: 2 clusters Score -2270002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2256818.750000 Penalty: 4877.226562
	Iteration 0F: 3 clusters Score -2256819 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2261408.250000 Penalty: 4877.226562
	Iteration 1F: 3 clusters Score -2261408 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2262018.750000 Penalty: 4877.226562
	Iteration 2F: 3 clusters Score -2262019 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2262579.500000 Penalty: 4877.226562
	Iteration 3F: 3 clusters Score -2262580 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2263118.750000 Penalty: 4877.226562
	Iteration 4F: 3 clusters Score -2263119 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2263649.250000 Penalty: 4877.226562
	Iteration 5F: 3 clusters Score -2263649 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2264131.750000 Penalty: 4877.226562
	Iteration 6Q: 3 clusters Score -2264132 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2264564.750000 Penalty: 4877.226562
	Iteration 7Q: 3 clusters Score -2264565 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2264978.000000 Penalty: 4877.226562
	Iteration 8Q: 3 clusters Score -2264978 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2265382.250000 Penalty: 4877.226562
	Iteration 9Q: 3 clusters Score -2265382 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2265811.750000 Penalty: 4877.226562
	Iteration 10Q: 3 clusters Score -2265812 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2266199.500000 Penalty: 4877.226562
	Iteration 11Q: 3 clusters Score -2266200 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2266573.000000 Penalty: 4877.226562
	Iteration 12Q: 3 clusters Score -2266573 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2266841.500000 Penalty: 4877.226562
	Iteration 13Q: 3 clusters Score -2266842 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2267023.750000 Penalty: 4877.226562
	Iteration 14Q: 3 clusters Score -2267024 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2267121.750000 Penalty: 4877.226562
	Iteration 15Q: 3 clusters Score -2267122 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2267173.250000 Penalty: 4877.226562
	Iteration 16Q: 3 clusters Score -2267173 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2267224.750000 Penalty: 4877.226562
	Iteration 17Q: 3 clusters Score -2267225 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2267245.250000 Penalty: 4877.226562
	Iteration 18Q: 3 clusters Score -2267245 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2267266.000000 Penalty: 4877.226562
	Iteration 19Q: 3 clusters Score -2267266 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2267283.750000 Penalty: 4877.226562
	Iteration 20F: 3 clusters Score -2267284 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2267312.000000 Penalty: 4877.226562
	Iteration 21Q: 3 clusters Score -2267312 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2267328.000000 Penalty: 4877.226562
	Iteration 22Q: 3 clusters Score -2267328 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2267346.750000 Penalty: 4877.226562
	Iteration 23Q: 3 clusters Score -2267347 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2267354.250000 Penalty: 4877.226562
	Iteration 24Q: 3 clusters Score -2267354 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2267369.750000 Penalty: 4877.226562
	Iteration 25Q: 3 clusters Score -2267370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2267379.250000 Penalty: 4877.226562
	Iteration 26Q: 3 clusters Score -2267379 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2267384.750000 Penalty: 4877.226562
	Iteration 27Q: 3 clusters Score -2267385 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2267399.750000 Penalty: 4877.226562
	Iteration 28Q: 3 clusters Score -2267400 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2267411.250000 Penalty: 4877.226562
	Iteration 29Q: 3 clusters Score -2267411 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2267436.500000 Penalty: 4877.226562
	Iteration 30Q: 3 clusters Score -2267436 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2267439.000000 Penalty: 4877.226562
	Iteration 31Q: 3 clusters Score -2267439 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2267460.000000 Penalty: 4877.226562
	Iteration 32Q: 3 clusters Score -2267460 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2267476.750000 Penalty: 4877.226562
	Iteration 33Q: 3 clusters Score -2267477 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2267488.750000 Penalty: 4877.226562
	Iteration 34Q: 3 clusters Score -2267489 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2267506.250000 Penalty: 4877.226562
	Iteration 35Q: 3 clusters Score -2267506 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2267526.250000 Penalty: 4877.226562
	Iteration 36Q: 3 clusters Score -2267526 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2267545.000000 Penalty: 4877.226562
	Iteration 37Q: 3 clusters Score -2267545 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2267562.000000 Penalty: 4877.226562
	Iteration 38Q: 3 clusters Score -2267562 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2267579.000000 Penalty: 4877.226562
	Iteration 39Q: 3 clusters Score -2267579 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2267579.750000 Penalty: 4877.226562
	Iteration 40F: 3 clusters Score -2267580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2267590.500000 Penalty: 4877.226562
	Iteration 41Q: 3 clusters Score -2267590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2267595.500000 Penalty: 4877.226562
	Iteration 42Q: 3 clusters Score -2267596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2267603.500000 Penalty: 4877.226562
	Iteration 43Q: 3 clusters Score -2267604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2267596.750000 Penalty: 4877.226562
	Iteration 44Q: 3 clusters Score -2267597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2267613.250000 Penalty: 4877.226562
	Iteration 45Q: 3 clusters Score -2267613 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2267628.000000 Penalty: 4877.226562
	Iteration 46Q: 3 clusters Score -2267628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2267638.750000 Penalty: 4877.226562
	Iteration 47Q: 3 clusters Score -2267639 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2267641.750000 Penalty: 4877.226562
	Iteration 48Q: 3 clusters Score -2267642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2267643.250000 Penalty: 4877.226562
	Iteration 49Q: 3 clusters Score -2267643 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2267653.000000 Penalty: 4877.226562
	Iteration 50Q: 3 clusters Score -2267653 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2267663.500000 Penalty: 4877.226562
	Iteration 51Q: 3 clusters Score -2267664 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2267673.750000 Penalty: 4877.226562
	Iteration 52Q: 3 clusters Score -2267674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2267680.250000 Penalty: 4877.226562
	Iteration 53Q: 3 clusters Score -2267680 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2267699.250000 Penalty: 4877.226562
	Iteration 54Q: 3 clusters Score -2267699 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2267715.750000 Penalty: 4877.226562
	Iteration 55Q: 3 clusters Score -2267716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2267730.000000 Penalty: 4877.226562
	Iteration 56Q: 3 clusters Score -2267730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2267747.250000 Penalty: 4877.226562
	Iteration 57Q: 3 clusters Score -2267747 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2267765.750000 Penalty: 4877.226562
	Iteration 58Q: 3 clusters Score -2267766 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2267791.750000 Penalty: 4877.226562
	Iteration 59Q: 3 clusters Score -2267792 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2267809.000000 Penalty: 4877.226562
	Iteration 60F: 3 clusters Score -2267809 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2267830 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2267844.250000 Penalty: 4877.226562
	Iteration 62Q: 3 clusters Score -2267844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2267856.250000 Penalty: 4877.226562
	Iteration 63Q: 3 clusters Score -2267856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2267866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2267874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2267885.250000 Penalty: 4877.226562
	Iteration 66Q: 3 clusters Score -2267885 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2267905.000000 Penalty: 4877.226562
	Iteration 67Q: 3 clusters Score -2267905 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2267922.250000 Penalty: 4877.226562
	Iteration 68Q: 3 clusters Score -2267922 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2267934.500000 Penalty: 4877.226562
	Iteration 69Q: 3 clusters Score -2267934 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2267953.500000 Penalty: 4877.226562
	Iteration 70Q: 3 clusters Score -2267954 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2267968.500000 Penalty: 4877.226562
	Iteration 71Q: 3 clusters Score -2267968 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2267987.250000 Penalty: 4877.226562
	Iteration 72Q: 3 clusters Score -2267987 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2267995.250000 Penalty: 4877.226562
	Iteration 73Q: 3 clusters Score -2267995 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2268005.250000 Penalty: 4877.226562
	Iteration 74Q: 3 clusters Score -2268005 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2268013.500000 Penalty: 4877.226562
	Iteration 75Q: 3 clusters Score -2268014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2268020.000000 Penalty: 4877.226562
	Iteration 76Q: 3 clusters Score -2268020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2268029.000000 Penalty: 4877.226562
	Iteration 77Q: 3 clusters Score -2268029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2268034.750000 Penalty: 4877.226562
	Iteration 78Q: 3 clusters Score -2268035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2268036.000000 Penalty: 4877.226562
	Iteration 79Q: 3 clusters Score -2268036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2268048.750000 Penalty: 4877.226562
	Iteration 80F: 3 clusters Score -2268049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2268059.750000 Penalty: 4877.226562
	Iteration 81Q: 3 clusters Score -2268060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2268063.250000 Penalty: 4877.226562
	Iteration 82Q: 3 clusters Score -2268063 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2268075.500000 Penalty: 4877.226562
	Iteration 83Q: 3 clusters Score -2268076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2268077.250000 Penalty: 4877.226562
	Iteration 84Q: 3 clusters Score -2268077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2268079.750000 Penalty: 4877.226562
	Iteration 85Q: 3 clusters Score -2268080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2268094.000000 Penalty: 4877.226562
	Iteration 86Q: 3 clusters Score -2268094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2268102.750000 Penalty: 4877.226562
	Iteration 87Q: 3 clusters Score -2268103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2268105.500000 Penalty: 4877.226562
	Iteration 88Q: 3 clusters Score -2268106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2268113.500000 Penalty: 4877.226562
	Iteration 89Q: 3 clusters Score -2268114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2268116.750000 Penalty: 4877.226562
	Iteration 90Q: 3 clusters Score -2268117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2268119.500000 Penalty: 4877.226562
	Iteration 91Q: 3 clusters Score -2268120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2268117.500000 Penalty: 4877.226562
	Iteration 92Q: 3 clusters Score -2268118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2268116.250000 Penalty: 4877.226562
	Iteration 93Q: 3 clusters Score -2268116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2268120.500000 Penalty: 4877.226562
	Iteration 94Q: 3 clusters Score -2268120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2268127.750000 Penalty: 4877.226562
	Iteration 95Q: 3 clusters Score -2268128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2268129.500000 Penalty: 4877.226562
	Iteration 96Q: 3 clusters Score -2268130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2268129.250000 Penalty: 4877.226562
	Iteration 97Q: 3 clusters Score -2268129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2268130.750000 Penalty: 4877.226562
	Iteration 98Q: 3 clusters Score -2268131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2268136.500000 Penalty: 4877.226562
	Iteration 99Q: 3 clusters Score -2268136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2268139.750000 Penalty: 4877.226562
	Iteration 100F: 3 clusters Score -2268140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2268140.750000 Penalty: 4877.226562
	Iteration 101Q: 3 clusters Score -2268141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2268139.250000 Penalty: 4877.226562
	Iteration 102Q: 3 clusters Score -2268139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2268143.250000 Penalty: 4877.226562
	Iteration 103Q: 3 clusters Score -2268143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2268147.750000 Penalty: 4877.226562
	Iteration 104Q: 3 clusters Score -2268148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2268153.750000 Penalty: 4877.226562
	Iteration 105Q: 3 clusters Score -2268154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2268156.500000 Penalty: 4877.226562
	Iteration 106Q: 3 clusters Score -2268156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2268160.750000 Penalty: 4877.226562
	Iteration 107Q: 3 clusters Score -2268161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2268157.750000 Penalty: 4877.226562
	Iteration 108Q: 3 clusters Score -2268158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2268166.000000 Penalty: 4877.226562
	Iteration 109Q: 3 clusters Score -2268166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2268161.500000 Penalty: 4877.226562
	Iteration 110Q: 3 clusters Score -2268162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2268164.250000 Penalty: 4877.226562
	Iteration 111Q: 3 clusters Score -2268164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2268159.750000 Penalty: 4877.226562
	Iteration 112Q: 3 clusters Score -2268160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2268157.250000 Penalty: 4877.226562
	Iteration 113Q: 3 clusters Score -2268157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2268164.250000 Penalty: 4877.226562
	Iteration 114Q: 3 clusters Score -2268164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2268165.750000 Penalty: 4877.226562
	Iteration 115Q: 3 clusters Score -2268166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2268165.750000 Penalty: 4877.226562
	Iteration 116F: 3 clusters Score -2268166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Entering Unmasked Estep 
Score: -592743.375000 Penalty: 2134.317627
	Iteration 0F: 2 clusters Score -592743.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -587967.125000 Penalty: 4268.635254
	Iteration 0F: 3 clusters Score -587967.1 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -589466.562500 Penalty: 4268.635254
	Iteration 1F: 3 clusters Score -589466.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -590248.562500 Penalty: 4268.635254
	Iteration 2F: 3 clusters Score -590248.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -590802.187500 Penalty: 4268.635254
	Iteration 3F: 3 clusters Score -590802.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -591181.250000 Penalty: 4268.635254
	Iteration 4F: 3 clusters Score -591181.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -591419.875000 Penalty: 4268.635254
	Iteration 5F: 3 clusters Score -591419.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -591584.312500 Penalty: 4268.635254
	Iteration 6Q: 3 clusters Score -591584.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -591689.125000 Penalty: 4268.635254
	Iteration 7Q: 3 clusters Score -591689.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -591760.625000 Penalty: 4268.635254
	Iteration 8Q: 3 clusters Score -591760.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -591805.812500 Penalty: 4268.635254
	Iteration 9Q: 3 clusters Score -591805.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -591830.625000 Penalty: 4268.635254
	Iteration 10Q: 3 clusters Score -591830.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -591841.312500 Penalty: 4268.635254
	Iteration 11Q: 3 clusters Score -591841.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -591852.000000 Penalty: 4268.635254
	Iteration 12Q: 3 clusters Score -591852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -591859.437500 Penalty: 4268.635254
	Iteration 13Q: 3 clusters Score -591859.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -591867.437500 Penalty: 4268.635254
	Iteration 14Q: 3 clusters Score -591867.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -591878.375000 Penalty: 4268.635254
	Iteration 15Q: 3 clusters Score -591878.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -591887.375000 Penalty: 4268.635254
	Iteration 16Q: 3 clusters Score -591887.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -591893.625000 Penalty: 4268.635254
	Iteration 17Q: 3 clusters Score -591893.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -591898.812500 Penalty: 4268.635254
	Iteration 18Q: 3 clusters Score -591898.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -591904.625000 Penalty: 4268.635254
	Iteration 19Q: 3 clusters Score -591904.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -591909.625000 Penalty: 4268.635254
	Iteration 20F: 3 clusters Score -591909.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -591914.812500 Penalty: 4268.635254
	Iteration 21Q: 3 clusters Score -591914.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -591914.625000 Penalty: 4268.635254
	Iteration 22Q: 3 clusters Score -591914.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -591916.187500 Penalty: 4268.635254
	Iteration 23Q: 3 clusters Score -591916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -591917.500000 Penalty: 4268.635254
	Iteration 24Q: 3 clusters Score -591917.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -591917.562500 Penalty: 4268.635254
	Iteration 25Q: 3 clusters Score -591917.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -591917.562500 Penalty: 4268.635254
	Iteration 26F: 3 clusters Score -591917.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (57085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Entering Unmasked Estep 
Score: -6763118.000000 Penalty: 2716.169434
	Iteration 0F: 2 clusters Score -6763118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -6724804.000000 Penalty: 5432.338867
	Iteration 0F: 3 clusters Score -6724804 nChanged 26338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -6739989.500000 Penalty: 5432.338867
	Iteration 1F: 3 clusters Score -6739990 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -6741132.500000 Penalty: 5432.338867
	Iteration 2Q: 3 clusters Score -6741132 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -6742469.000000 Penalty: 5432.338867
	Iteration 3F: 3 clusters Score -6742469 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -6744038.500000 Penalty: 5432.338867
	Iteration 4F: 3 clusters Score -6744038 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -6745939.500000 Penalty: 5432.338867
	Iteration 5F: 3 clusters Score -6745940 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -6748050.000000 Penalty: 5432.338867
	Iteration 6F: 3 clusters Score -6748050 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -6749970.500000 Penalty: 5432.338867
	Iteration 7F: 3 clusters Score -6749970 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -6751862.000000 Penalty: 5432.338867
	Iteration 8F: 3 clusters Score -6751862 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -6753453.500000 Penalty: 5432.338867
	Iteration 9Q: 3 clusters Score -6753454 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -6754637.500000 Penalty: 5432.338867
	Iteration 10Q: 3 clusters Score -6754638 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -6755390.000000 Penalty: 5432.338867
	Iteration 11Q: 3 clusters Score -6755390 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -6755929.500000 Penalty: 5432.338867
	Iteration 12Q: 3 clusters Score -6755930 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -6756313.000000 Penalty: 5432.338867
	Iteration 13Q: 3 clusters Score -6756313 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -6756616.000000 Penalty: 5432.338867
	Iteration 14Q: 3 clusters Score -6756616 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -6756830.000000 Penalty: 5432.338867
	Iteration 15Q: 3 clusters Score -6756830 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -6756964.500000 Penalty: 5432.338867
	Iteration 16Q: 3 clusters Score -6756964 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -6757102.000000 Penalty: 5432.338867
	Iteration 17Q: 3 clusters Score -6757102 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -6757228.000000 Penalty: 5432.338867
	Iteration 18Q: 3 clusters Score -6757228 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -6757331.500000 Penalty: 5432.338867
	Iteration 19Q: 3 clusters Score -6757332 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -6757445.000000 Penalty: 5432.338867
	Iteration 20F: 3 clusters Score -6757445 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -6757602.000000 Penalty: 5432.338867
	Iteration 21Q: 3 clusters Score -6757602 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -6757761.000000 Penalty: 5432.338867
	Iteration 22Q: 3 clusters Score -6757761 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -6757937.000000 Penalty: 5432.338867
	Iteration 23Q: 3 clusters Score -6757937 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -6758036.500000 Penalty: 5432.338867
	Iteration 24Q: 3 clusters Score -6758036 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -6758188.000000 Penalty: 5432.338867
	Iteration 25Q: 3 clusters Score -6758188 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -6758349.500000 Penalty: 5432.338867
	Iteration 26Q: 3 clusters Score -6758350 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -6758519.000000 Penalty: 5432.338867
	Iteration 27Q: 3 clusters Score -6758519 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -6758713.000000 Penalty: 5432.338867
	Iteration 28Q: 3 clusters Score -6758713 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -6758938.000000 Penalty: 5432.338867
	Iteration 29Q: 3 clusters Score -6758938 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -6759153.000000 Penalty: 5432.338867
	Iteration 30Q: 3 clusters Score -6759153 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -6759327.000000 Penalty: 5432.338867
	Iteration 31Q: 3 clusters Score -6759327 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -6759542.500000 Penalty: 5432.338867
	Iteration 32Q: 3 clusters Score -6759542 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -6759700.000000 Penalty: 5432.338867
	Iteration 33Q: 3 clusters Score -6759700 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -6759872.000000 Penalty: 5432.338867
	Iteration 34Q: 3 clusters Score -6759872 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -6760045.000000 Penalty: 5432.338867
	Iteration 35Q: 3 clusters Score -6760045 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -6760202.000000 Penalty: 5432.338867
	Iteration 36Q: 3 clusters Score -6760202 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -6760396.500000 Penalty: 5432.338867
	Iteration 37Q: 3 clusters Score -6760396 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -6760529.000000 Penalty: 5432.338867
	Iteration 38Q: 3 clusters Score -6760529 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -6760693.500000 Penalty: 5432.338867
	Iteration 39Q: 3 clusters Score -6760694 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -6760871.500000 Penalty: 5432.338867
	Iteration 40F: 3 clusters Score -6760872 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -6761006.000000 Penalty: 5432.338867
	Iteration 41Q: 3 clusters Score -6761006 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -6761174.000000 Penalty: 5432.338867
	Iteration 42Q: 3 clusters Score -6761174 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -6761258.500000 Penalty: 5432.338867
	Iteration 43Q: 3 clusters Score -6761258 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -6761358.500000 Penalty: 5432.338867
	Iteration 44Q: 3 clusters Score -6761358 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -6761440.500000 Penalty: 5432.338867
	Iteration 45Q: 3 clusters Score -6761440 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -6761479.500000 Penalty: 5432.338867
	Iteration 46Q: 3 clusters Score -6761480 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -6761579.000000 Penalty: 5432.338867
	Iteration 47Q: 3 clusters Score -6761579 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -6761619.500000 Penalty: 5432.338867
	Iteration 48Q: 3 clusters Score -6761620 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -6761693.500000 Penalty: 5432.338867
	Iteration 49Q: 3 clusters Score -6761694 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -6761729.000000 Penalty: 5432.338867
	Iteration 50Q: 3 clusters Score -6761729 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -6761768.000000 Penalty: 5432.338867
	Iteration 51Q: 3 clusters Score -6761768 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51653 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -6761834.500000 Penalty: 5432.338867
	Iteration 52Q: 3 clusters Score -6761834 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -6761880.500000 Penalty: 5432.338867
	Iteration 53Q: 3 clusters Score -6761880 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -6761917.000000 Penalty: 5432.338867
	Iteration 54Q: 3 clusters Score -6761917 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -6761968.500000 Penalty: 5432.338867
	Iteration 55Q: 3 clusters Score -6761968 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -6762009.500000 Penalty: 5432.338867
	Iteration 56Q: 3 clusters Score -6762010 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -6762051.000000 Penalty: 5432.338867
	Iteration 57Q: 3 clusters Score -6762051 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -6762088.000000 Penalty: 5432.338867
	Iteration 58Q: 3 clusters Score -6762088 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -6762116.000000 Penalty: 5432.338867
	Iteration 59Q: 3 clusters Score -6762116 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -6762130.000000 Penalty: 5432.338867
	Iteration 60F: 3 clusters Score -6762130 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -6762156.500000 Penalty: 5432.338867
	Iteration 61Q: 3 clusters Score -6762156 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -6762170.000000 Penalty: 5432.338867
	Iteration 62Q: 3 clusters Score -6762170 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -6762184.000000 Penalty: 5432.338867
	Iteration 63Q: 3 clusters Score -6762184 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -6762207.000000 Penalty: 5432.338867
	Iteration 64Q: 3 clusters Score -6762207 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -6762212.000000 Penalty: 5432.338867
	Iteration 65Q: 3 clusters Score -6762212 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -6762251.500000 Penalty: 5432.338867
	Iteration 66Q: 3 clusters Score -6762252 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -6762283.000000 Penalty: 5432.338867
	Iteration 67Q: 3 clusters Score -6762283 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -6762313.000000 Penalty: 5432.338867
	Iteration 68Q: 3 clusters Score -6762313 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -6762334.000000 Penalty: 5432.338867
	Iteration 69Q: 3 clusters Score -6762334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -6762343.500000 Penalty: 5432.338867
	Iteration 70Q: 3 clusters Score -6762344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -6762376.000000 Penalty: 5432.338867
	Iteration 71Q: 3 clusters Score -6762376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -6762399.500000 Penalty: 5432.338867
	Iteration 72Q: 3 clusters Score -6762400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -6762411.500000 Penalty: 5432.338867
	Iteration 73Q: 3 clusters Score -6762412 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -6762415.500000 Penalty: 5432.338867
	Iteration 74Q: 3 clusters Score -6762416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -6762409.500000 Penalty: 5432.338867
	Iteration 75Q: 3 clusters Score -6762410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -6762414.000000 Penalty: 5432.338867
	Iteration 76Q: 3 clusters Score -6762414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6762418.000000 Penalty: 5432.338867
	Iteration 77Q: 3 clusters Score -6762418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -6762418.500000 Penalty: 5432.338867
	Iteration 78Q: 3 clusters Score -6762418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -6762421.000000 Penalty: 5432.338867
	Iteration 79Q: 3 clusters Score -6762421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -6762425.000000 Penalty: 5432.338867
	Iteration 80F: 3 clusters Score -6762425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6762431.500000 Penalty: 5432.338867
	Iteration 81Q: 3 clusters Score -6762432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -6762434.500000 Penalty: 5432.338867
	Iteration 82Q: 3 clusters Score -6762434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -6762435.500000 Penalty: 5432.338867
	Iteration 83Q: 3 clusters Score -6762436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -6762433.500000 Penalty: 5432.338867
	Iteration 84Q: 3 clusters Score -6762434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -6762428.500000 Penalty: 5432.338867
	Iteration 85Q: 3 clusters Score -6762428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -6762432.000000 Penalty: 5432.338867
	Iteration 86Q: 3 clusters Score -6762432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -6762432.000000 Penalty: 5432.338867
	Iteration 87Q: 3 clusters Score -6762432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -6762431.000000 Penalty: 5432.338867
	Iteration 88Q: 3 clusters Score -6762431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -6762434.000000 Penalty: 5432.338867
	Iteration 89Q: 3 clusters Score -6762434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -6762434.000000 Penalty: 5432.338867
	Iteration 90Q: 3 clusters Score -6762434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -6762430.500000 Penalty: 5432.338867
	Iteration 91Q: 3 clusters Score -6762430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -6762426.500000 Penalty: 5432.338867
	Iteration 92Q: 3 clusters Score -6762426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -6762423.500000 Penalty: 5432.338867
	Iteration 93Q: 3 clusters Score -6762424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -6762423.500000 Penalty: 5432.338867
	Iteration 94F: 3 clusters Score -6762424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (97683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97683 members 
Entering Unmasked Estep 
Score: -12671117.000000 Penalty: 2849.391846
	Iteration 0F: 2 clusters Score -1.267112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -12605490.000000 Penalty: 5698.783691
	Iteration 0F: 3 clusters Score -1.260549e+07 nChanged 46144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -12631850.000000 Penalty: 5698.783691
	Iteration 1F: 3 clusters Score -1.263185e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -12632407.000000 Penalty: 5698.783691
	Iteration 2Q: 3 clusters Score -1.263241e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -12632983.000000 Penalty: 5698.783691
	Iteration 3Q: 3 clusters Score -1.263298e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -12633638.000000 Penalty: 5698.783691
	Iteration 4Q: 3 clusters Score -1.263364e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 55078 members 
Entering Unmasked Estep 
Score: -12634430.000000 Penalty: 5698.783691
	Iteration 5Q: 3 clusters Score -1.263443e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -12635708.000000 Penalty: 5698.783691
	Iteration 6Q: 3 clusters Score -1.263571e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 63447 members 
Entering Unmasked Estep 
Score: -12638125.000000 Penalty: 5698.783691
	Iteration 7F: 3 clusters Score -1.263812e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 70263 members 
Entering Unmasked Estep 
Score: -12642673.000000 Penalty: 5698.783691
	Iteration 8F: 3 clusters Score -1.264267e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 78911 members 
Entering Unmasked Estep 
Score: -12649993.000000 Penalty: 5698.783691
	Iteration 9F: 3 clusters Score -1.264999e+07 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 87728 members 
Entering Unmasked Estep 
Score: -12658753.000000 Penalty: 5698.783691
	Iteration 10F: 3 clusters Score -1.265875e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 93732 members 
Entering Unmasked Estep 
Score: -12664828.000000 Penalty: 5698.783691
	Iteration 11F: 3 clusters Score -1.266483e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 96285 members 
Entering Unmasked Estep 
Score: -12667231.000000 Penalty: 5698.783691
	Iteration 12Q: 3 clusters Score -1.266723e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 97076 members 
Entering Unmasked Estep 
Score: -12668048.000000 Penalty: 5698.783691
	Iteration 13Q: 3 clusters Score -1.266805e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 97294 members 
Entering Unmasked Estep 
Score: -12668330.000000 Penalty: 5698.783691
	Iteration 14Q: 3 clusters Score -1.266833e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 97372 members 
Entering Unmasked Estep 
Score: -12668448.000000 Penalty: 5698.783691
	Iteration 15Q: 3 clusters Score -1.266845e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 97400 members 
Entering Unmasked Estep 
Score: -12668514.000000 Penalty: 5698.783691
	Iteration 16Q: 3 clusters Score -1.266851e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 97413 members 
Entering Unmasked Estep 
Score: -12668541.000000 Penalty: 5698.783691
	Iteration 17Q: 3 clusters Score -1.266854e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 97422 members 
Entering Unmasked Estep 
Score: -12668550.000000 Penalty: 5698.783691
	Iteration 18Q: 3 clusters Score -1.266855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 97423 members 
Entering Unmasked Estep 
Score: -12668564.000000 Penalty: 5698.783691
	Iteration 19Q: 3 clusters Score -1.266856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -12668569.000000 Penalty: 5698.783691
	Iteration 20F: 3 clusters Score -1.266857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 97427 members 
Entering Unmasked Estep 
Score: -12668576.000000 Penalty: 5698.783691
	Iteration 21Q: 3 clusters Score -1.266858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -12668580.000000 Penalty: 5698.783691
	Iteration 22Q: 3 clusters Score -1.266858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 97431 members 
Entering Unmasked Estep 
Score: -12668586.000000 Penalty: 5698.783691
	Iteration 23Q: 3 clusters Score -1.266859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 97433 members 
Entering Unmasked Estep 
Score: -12668589.000000 Penalty: 5698.783691
	Iteration 24Q: 3 clusters Score -1.266859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 97436 members 
Entering Unmasked Estep 
Score: -12668592.000000 Penalty: 5698.783691
	Iteration 25Q: 3 clusters Score -1.266859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 97437 members 
Entering Unmasked Estep 
Score: -12668591.000000 Penalty: 5698.783691
	Iteration 26Q: 3 clusters Score -1.266859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 97439 members 
Entering Unmasked Estep 
Score: -12668597.000000 Penalty: 5698.783691
	Iteration 27Q: 3 clusters Score -1.26686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 97440 members 
Entering Unmasked Estep 
Score: -12668597.000000 Penalty: 5698.783691
	Iteration 28Q: 3 clusters Score -1.26686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 97440 members 
Entering Unmasked Estep 
Score: -12668597.000000 Penalty: 5698.783691
	Iteration 29F: 3 clusters Score -1.26686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Entering Unmasked Estep 
Score: -1066639.000000 Penalty: 2236.004883
	Iteration 0F: 2 clusters Score -1066639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1060142.750000 Penalty: 4472.009766
	Iteration 0F: 3 clusters Score -1060143 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1061999.250000 Penalty: 4472.009766
	Iteration 1F: 3 clusters Score -1061999 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1062310.875000 Penalty: 4472.009766
	Iteration 2F: 3 clusters Score -1062311 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1062550.375000 Penalty: 4472.009766
	Iteration 3F: 3 clusters Score -1062550 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1062781.500000 Penalty: 4472.009766
	Iteration 4Q: 3 clusters Score -1062782 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1062999.500000 Penalty: 4472.009766
	Iteration 5Q: 3 clusters Score -1063000 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1063223.250000 Penalty: 4472.009766
	Iteration 6Q: 3 clusters Score -1063223 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1063411.000000 Penalty: 4472.009766
	Iteration 7Q: 3 clusters Score -1063411 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1063574.500000 Penalty: 4472.009766
	Iteration 8Q: 3 clusters Score -1063574 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1063722.625000 Penalty: 4472.009766
	Iteration 9Q: 3 clusters Score -1063723 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1063865.500000 Penalty: 4472.009766
	Iteration 10Q: 3 clusters Score -1063866 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1063982.125000 Penalty: 4472.009766
	Iteration 11Q: 3 clusters Score -1063982 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1064064.375000 Penalty: 4472.009766
	Iteration 12Q: 3 clusters Score -1064064 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1064133.625000 Penalty: 4472.009766
	Iteration 13Q: 3 clusters Score -1064134 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1064192.375000 Penalty: 4472.009766
	Iteration 14Q: 3 clusters Score -1064192 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1064243.875000 Penalty: 4472.009766
	Iteration 15Q: 3 clusters Score -1064244 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1064276.750000 Penalty: 4472.009766
	Iteration 16Q: 3 clusters Score -1064277 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1064309.375000 Penalty: 4472.009766
	Iteration 17Q: 3 clusters Score -1064309 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1064335.250000 Penalty: 4472.009766
	Iteration 18Q: 3 clusters Score -1064335 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1064360.750000 Penalty: 4472.009766
	Iteration 19Q: 3 clusters Score -1064361 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1064377.375000 Penalty: 4472.009766
	Iteration 20F: 3 clusters Score -1064377 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1064393.125000 Penalty: 4472.009766
	Iteration 21Q: 3 clusters Score -1064393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1064404.000000 Penalty: 4472.009766
	Iteration 22Q: 3 clusters Score -1064404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1064417.750000 Penalty: 4472.009766
	Iteration 23Q: 3 clusters Score -1064418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1064428.500000 Penalty: 4472.009766
	Iteration 24Q: 3 clusters Score -1064428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1064437.750000 Penalty: 4472.009766
	Iteration 25Q: 3 clusters Score -1064438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1064446.625000 Penalty: 4472.009766
	Iteration 26Q: 3 clusters Score -1064447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1064453.875000 Penalty: 4472.009766
	Iteration 27Q: 3 clusters Score -1064454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1064462.875000 Penalty: 4472.009766
	Iteration 28Q: 3 clusters Score -1064463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1064473.750000 Penalty: 4472.009766
	Iteration 29Q: 3 clusters Score -1064474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1064482.750000 Penalty: 4472.009766
	Iteration 30Q: 3 clusters Score -1064483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1064496.750000 Penalty: 4472.009766
	Iteration 31Q: 3 clusters Score -1064497 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1064510.750000 Penalty: 4472.009766
	Iteration 32Q: 3 clusters Score -1064511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1064519.625000 Penalty: 4472.009766
	Iteration 33Q: 3 clusters Score -1064520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1064531.375000 Penalty: 4472.009766
	Iteration 34Q: 3 clusters Score -1064531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1064545.125000 Penalty: 4472.009766
	Iteration 35Q: 3 clusters Score -1064545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1064558.875000 Penalty: 4472.009766
	Iteration 36Q: 3 clusters Score -1064559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1064568.500000 Penalty: 4472.009766
	Iteration 37Q: 3 clusters Score -1064568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1064575.750000 Penalty: 4472.009766
	Iteration 38Q: 3 clusters Score -1064576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1064583.500000 Penalty: 4472.009766
	Iteration 39Q: 3 clusters Score -1064584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1064588.625000 Penalty: 4472.009766
	Iteration 40F: 3 clusters Score -1064589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1064592.500000 Penalty: 4472.009766
	Iteration 41Q: 3 clusters Score -1064592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1064604.750000 Penalty: 4472.009766
	Iteration 42Q: 3 clusters Score -1064605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1064615.875000 Penalty: 4472.009766
	Iteration 43Q: 3 clusters Score -1064616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1064628.875000 Penalty: 4472.009766
	Iteration 44Q: 3 clusters Score -1064629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1064637.000000 Penalty: 4472.009766
	Iteration 45Q: 3 clusters Score -1064637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1064652.000000 Penalty: 4472.009766
	Iteration 46Q: 3 clusters Score -1064652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1064662.000000 Penalty: 4472.009766
	Iteration 47Q: 3 clusters Score -1064662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1064672.375000 Penalty: 4472.009766
	Iteration 48Q: 3 clusters Score -1064672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1064678.250000 Penalty: 4472.009766
	Iteration 49Q: 3 clusters Score -1064678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1064683.375000 Penalty: 4472.009766
	Iteration 50Q: 3 clusters Score -1064683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1064687.000000 Penalty: 4472.009766
	Iteration 51Q: 3 clusters Score -1064687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1064690.250000 Penalty: 4472.009766
	Iteration 52Q: 3 clusters Score -1064690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1064690.875000 Penalty: 4472.009766
	Iteration 53Q: 3 clusters Score -1064691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1064690.875000 Penalty: 4472.009766
	Iteration 54F: 3 clusters Score -1064691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (179385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179385 members 
Entering Unmasked Estep 
Score: -23177974.000000 Penalty: 3000.127930
	Iteration 0F: 2 clusters Score -2.317797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89973 members 
Mstep: Class 2 contains 89412 members 
Entering Unmasked Estep 
Score: -23066096.000000 Penalty: 6000.255859
	Iteration 0F: 3 clusters Score -2.30661e+07 nChanged 86184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93413 members 
Mstep: Class 2 contains 85972 members 
Entering Unmasked Estep 
Score: -23117284.000000 Penalty: 6000.255859
	Iteration 1F: 3 clusters Score -2.311728e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95276 members 
Mstep: Class 2 contains 84109 members 
Entering Unmasked Estep 
Score: -23118636.000000 Penalty: 6000.255859
	Iteration 2Q: 3 clusters Score -2.311864e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98152 members 
Mstep: Class 2 contains 81233 members 
Entering Unmasked Estep 
Score: -23120292.000000 Penalty: 6000.255859
	Iteration 3Q: 3 clusters Score -2.312029e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102367 members 
Mstep: Class 2 contains 77018 members 
Entering Unmasked Estep 
Score: -23122694.000000 Penalty: 6000.255859
	Iteration 4Q: 3 clusters Score -2.312269e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108378 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -23126556.000000 Penalty: 6000.255859
	Iteration 5Q: 3 clusters Score -2.312656e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116711 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -23132000.000000 Penalty: 6000.255859
	Iteration 6F: 3 clusters Score -2.3132e+07 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127265 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -23139734.000000 Penalty: 6000.255859
	Iteration 7F: 3 clusters Score -2.313973e+07 nChanged 12276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139247 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -23149292.000000 Penalty: 6000.255859
	Iteration 8F: 3 clusters Score -2.314929e+07 nChanged 11929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151060 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -23158862.000000 Penalty: 6000.255859
	Iteration 9F: 3 clusters Score -2.315886e+07 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160849 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -23166660.000000 Penalty: 6000.255859
	Iteration 10F: 3 clusters Score -2.316666e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168350 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -23171228.000000 Penalty: 6000.255859
	Iteration 11Q: 3 clusters Score -2.317123e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173050 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -23173668.000000 Penalty: 6000.255859
	Iteration 12Q: 3 clusters Score -2.317367e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175566 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -23174728.000000 Penalty: 6000.255859
	Iteration 13Q: 3 clusters Score -2.317473e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176886 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -23175220.000000 Penalty: 6000.255859
	Iteration 14Q: 3 clusters Score -2.317522e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177558 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -23175428.000000 Penalty: 6000.255859
	Iteration 15Q: 3 clusters Score -2.317543e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177883 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -23175544.000000 Penalty: 6000.255859
	Iteration 16Q: 3 clusters Score -2.317554e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178077 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -23175624.000000 Penalty: 6000.255859
	Iteration 17Q: 3 clusters Score -2.317562e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178202 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -23175672.000000 Penalty: 6000.255859
	Iteration 18Q: 3 clusters Score -2.317567e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178265 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -23175712.000000 Penalty: 6000.255859
	Iteration 19Q: 3 clusters Score -2.317571e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178315 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -23175748.000000 Penalty: 6000.255859
	Iteration 20F: 3 clusters Score -2.317575e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178354 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -23175770.000000 Penalty: 6000.255859
	Iteration 21Q: 3 clusters Score -2.317577e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178369 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -23175790.000000 Penalty: 6000.255859
	Iteration 22Q: 3 clusters Score -2.317579e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178387 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -23175810.000000 Penalty: 6000.255859
	Iteration 23Q: 3 clusters Score -2.317581e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178407 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -23175820.000000 Penalty: 6000.255859
	Iteration 24Q: 3 clusters Score -2.317582e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178423 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -23175830.000000 Penalty: 6000.255859
	Iteration 25Q: 3 clusters Score -2.317583e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178431 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -23175830.000000 Penalty: 6000.255859
	Iteration 26Q: 3 clusters Score -2.317583e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178433 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -23175834.000000 Penalty: 6000.255859
	Iteration 27Q: 3 clusters Score -2.317583e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178439 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -23175834.000000 Penalty: 6000.255859
	Iteration 28Q: 3 clusters Score -2.317583e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178443 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -23175830.000000 Penalty: 6000.255859
	Iteration 29Q: 3 clusters Score -2.317583e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178458 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -23175844.000000 Penalty: 6000.255859
	Iteration 30Q: 3 clusters Score -2.317584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178468 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -23175840.000000 Penalty: 6000.255859
	Iteration 31Q: 3 clusters Score -2.317584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178475 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -23175840.000000 Penalty: 6000.255859
	Iteration 32Q: 3 clusters Score -2.317584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178483 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -23175840.000000 Penalty: 6000.255859
	Iteration 33Q: 3 clusters Score -2.317584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178490 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -23175850.000000 Penalty: 6000.255859
	Iteration 34Q: 3 clusters Score -2.317585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178492 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -23175852.000000 Penalty: 6000.255859
	Iteration 35Q: 3 clusters Score -2.317585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178493 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -23175844.000000 Penalty: 6000.255859
	Iteration 36Q: 3 clusters Score -2.317584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178496 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -23175844.000000 Penalty: 6000.255859
	Iteration 37Q: 3 clusters Score -2.317584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178498 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -23175840.000000 Penalty: 6000.255859
	Iteration 38Q: 3 clusters Score -2.317584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178502 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -23175840.000000 Penalty: 6000.255859
	Iteration 39Q: 3 clusters Score -2.317584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178506 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -23175846.000000 Penalty: 6000.255859
	Iteration 40F: 3 clusters Score -2.317585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178510 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -23175848.000000 Penalty: 6000.255859
	Iteration 41Q: 3 clusters Score -2.317585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178512 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -23175844.000000 Penalty: 6000.255859
	Iteration 42Q: 3 clusters Score -2.317584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178517 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -23175846.000000 Penalty: 6000.255859
	Iteration 43Q: 3 clusters Score -2.317585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178522 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -23175834.000000 Penalty: 6000.255859
	Iteration 44Q: 3 clusters Score -2.317583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178525 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -23175828.000000 Penalty: 6000.255859
	Iteration 45Q: 3 clusters Score -2.317583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178525 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -23175830.000000 Penalty: 6000.255859
	Iteration 46Q: 3 clusters Score -2.317583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178526 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -23175838.000000 Penalty: 6000.255859
	Iteration 47Q: 3 clusters Score -2.317584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178529 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -23175834.000000 Penalty: 6000.255859
	Iteration 48Q: 3 clusters Score -2.317583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178531 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -23175830.000000 Penalty: 6000.255859
	Iteration 49Q: 3 clusters Score -2.317583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178533 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23175836.000000 Penalty: 6000.255859
	Iteration 50Q: 3 clusters Score -2.317584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178533 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23175836.000000 Penalty: 6000.255859
	Iteration 51F: 3 clusters Score -2.317584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -75766.757812 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -75766.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74134.398438 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -74134.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -74537.718750 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -74537.72 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -74795.546875 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -74795.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -74965.898438 Penalty: 3229.825684
	Iteration 3F: 3 clusters Score -74965.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -75257.585938 Penalty: 3229.825684
	Iteration 4F: 3 clusters Score -75257.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -75545.507812 Penalty: 3229.825684
	Iteration 5F: 3 clusters Score -75545.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75715.492188 Penalty: 3229.825684
	Iteration 6F: 3 clusters Score -75715.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -75756.335938 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -75756.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -75776.828125 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -75776.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -75779.992188 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -75779.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75781.601562 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -75781.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75781.601562 Penalty: 3229.825684
	Iteration 11F: 3 clusters Score -75781.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15114 members 
Mstep: Class 9 contains 78445 members 
Mstep: Class 10 contains 18348 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 13065 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140630 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57085 members 
Mstep: Class 18 contains 97683 members 
Mstep: Class 19 contains 8235 members 
Mstep: Class 20 contains 179385 members 
Mstep: Class 21 contains 267 members 
Mstep: Class 22 contains 85058 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 28117 members 
Mstep: Class 26 contains 40963 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9206 members 
Mstep: Class 30 contains 179683 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11299 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50121 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14767 members 
Mstep: Class 39 contains 406 members 
Entering Unmasked Estep 
Score: -150643744.000000 Penalty: 135493.656250
Splitting cluster 21 changes total score from -150646048.000000 to -150643744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (85058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85058 members 
Entering Unmasked Estep 
Score: -11019956.000000 Penalty: 2815.070068
	Iteration 0F: 2 clusters Score -1.101996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -10962941.000000 Penalty: 5630.140137
	Iteration 0F: 3 clusters Score -1.096294e+07 nChanged 39907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -10985911.000000 Penalty: 5630.140137
	Iteration 1F: 3 clusters Score -1.098591e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -10986956.000000 Penalty: 5630.140137
	Iteration 2Q: 3 clusters Score -1.098696e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -10988124.000000 Penalty: 5630.140137
	Iteration 3Q: 3 clusters Score -1.098812e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -10989816.000000 Penalty: 5630.140137
	Iteration 4Q: 3 clusters Score -1.098982e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -10992096.000000 Penalty: 5630.140137
	Iteration 5Q: 3 clusters Score -1.09921e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -10994758.000000 Penalty: 5630.140137
	Iteration 6F: 3 clusters Score -1.099476e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -10997848.000000 Penalty: 5630.140137
	Iteration 7F: 3 clusters Score -1.099785e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -11001114.000000 Penalty: 5630.140137
	Iteration 8F: 3 clusters Score -1.100111e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -11003973.000000 Penalty: 5630.140137
	Iteration 9F: 3 clusters Score -1.100397e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -11006008.000000 Penalty: 5630.140137
	Iteration 10Q: 3 clusters Score -1.100601e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -11007545.000000 Penalty: 5630.140137
	Iteration 11Q: 3 clusters Score -1.100754e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -11008556.000000 Penalty: 5630.140137
	Iteration 12Q: 3 clusters Score -1.100856e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -11009411.000000 Penalty: 5630.140137
	Iteration 13Q: 3 clusters Score -1.100941e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -11010213.000000 Penalty: 5630.140137
	Iteration 14Q: 3 clusters Score -1.101021e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -11011052.000000 Penalty: 5630.140137
	Iteration 15Q: 3 clusters Score -1.101105e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -11011900.000000 Penalty: 5630.140137
	Iteration 16Q: 3 clusters Score -1.10119e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -11012760.000000 Penalty: 5630.140137
	Iteration 17Q: 3 clusters Score -1.101276e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -11013692.000000 Penalty: 5630.140137
	Iteration 18Q: 3 clusters Score -1.101369e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -11014308.000000 Penalty: 5630.140137
	Iteration 19Q: 3 clusters Score -1.101431e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -11014800.000000 Penalty: 5630.140137
	Iteration 20F: 3 clusters Score -1.10148e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -11015189.000000 Penalty: 5630.140137
	Iteration 21Q: 3 clusters Score -1.101519e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -11015445.000000 Penalty: 5630.140137
	Iteration 22Q: 3 clusters Score -1.101544e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -11015608.000000 Penalty: 5630.140137
	Iteration 23Q: 3 clusters Score -1.101561e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -11015713.000000 Penalty: 5630.140137
	Iteration 24Q: 3 clusters Score -1.101571e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 56778 members 
Entering Unmasked Estep 
Score: -11015767.000000 Penalty: 5630.140137
	Iteration 25Q: 3 clusters Score -1.101577e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -11015880.000000 Penalty: 5630.140137
	Iteration 26Q: 3 clusters Score -1.101588e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -11015914.000000 Penalty: 5630.140137
	Iteration 27Q: 3 clusters Score -1.101591e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 58157 members 
Entering Unmasked Estep 
Score: -11015981.000000 Penalty: 5630.140137
	Iteration 28Q: 3 clusters Score -1.101598e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -11016074.000000 Penalty: 5630.140137
	Iteration 29Q: 3 clusters Score -1.101607e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -11016094.000000 Penalty: 5630.140137
	Iteration 30Q: 3 clusters Score -1.101609e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -11016101.000000 Penalty: 5630.140137
	Iteration 31Q: 3 clusters Score -1.10161e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -11016147.000000 Penalty: 5630.140137
	Iteration 32Q: 3 clusters Score -1.101615e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 59514 members 
Entering Unmasked Estep 
Score: -11016140.000000 Penalty: 5630.140137
	Iteration 33Q: 3 clusters Score -1.101614e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -11016149.000000 Penalty: 5630.140137
	Iteration 34Q: 3 clusters Score -1.101615e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 59852 members 
Entering Unmasked Estep 
Score: -11016176.000000 Penalty: 5630.140137
	Iteration 35Q: 3 clusters Score -1.101618e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -11016140.000000 Penalty: 5630.140137
	Iteration 36Q: 3 clusters Score -1.101614e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -11016142.000000 Penalty: 5630.140137
	Iteration 37Q: 3 clusters Score -1.101614e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -11016157.000000 Penalty: 5630.140137
	Iteration 38Q: 3 clusters Score -1.101616e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -11016159.000000 Penalty: 5630.140137
	Iteration 39Q: 3 clusters Score -1.101616e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -11016174.000000 Penalty: 5630.140137
	Iteration 40F: 3 clusters Score -1.101617e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -11016157.000000 Penalty: 5630.140137
	Iteration 41Q: 3 clusters Score -1.101616e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 60706 members 
Entering Unmasked Estep 
Score: -11016180.000000 Penalty: 5630.140137
	Iteration 42Q: 3 clusters Score -1.101618e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -11016160.000000 Penalty: 5630.140137
	Iteration 43Q: 3 clusters Score -1.101616e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -11016189.000000 Penalty: 5630.140137
	Iteration 44Q: 3 clusters Score -1.101619e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 61008 members 
Entering Unmasked Estep 
Score: -11016213.000000 Penalty: 5630.140137
	Iteration 45Q: 3 clusters Score -1.101621e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -11016206.000000 Penalty: 5630.140137
	Iteration 46Q: 3 clusters Score -1.101621e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 61169 members 
Entering Unmasked Estep 
Score: -11016245.000000 Penalty: 5630.140137
	Iteration 47Q: 3 clusters Score -1.101624e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 61236 members 
Entering Unmasked Estep 
Score: -11016270.000000 Penalty: 5630.140137
	Iteration 48Q: 3 clusters Score -1.101627e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -11016274.000000 Penalty: 5630.140137
	Iteration 49Q: 3 clusters Score -1.101627e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -11016291.000000 Penalty: 5630.140137
	Iteration 50Q: 3 clusters Score -1.101629e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
Score: -11016303.000000 Penalty: 5630.140137
	Iteration 51Q: 3 clusters Score -1.10163e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -11016291.000000 Penalty: 5630.140137
	Iteration 52Q: 3 clusters Score -1.101629e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 61473 members 
Entering Unmasked Estep 
Score: -11016273.000000 Penalty: 5630.140137
	Iteration 53Q: 3 clusters Score -1.101627e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 61512 members 
Entering Unmasked Estep 
Score: -11016276.000000 Penalty: 5630.140137
	Iteration 54Q: 3 clusters Score -1.101628e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -11016283.000000 Penalty: 5630.140137
	Iteration 55Q: 3 clusters Score -1.101628e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 61556 members 
Entering Unmasked Estep 
Score: -11016292.000000 Penalty: 5630.140137
	Iteration 56Q: 3 clusters Score -1.101629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -11016280.000000 Penalty: 5630.140137
	Iteration 57Q: 3 clusters Score -1.101628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -11016284.000000 Penalty: 5630.140137
	Iteration 58Q: 3 clusters Score -1.101628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 61598 members 
Entering Unmasked Estep 
Score: -11016298.000000 Penalty: 5630.140137
	Iteration 59Q: 3 clusters Score -1.10163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -11016306.000000 Penalty: 5630.140137
	Iteration 60F: 3 clusters Score -1.101631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 61629 members 
Entering Unmasked Estep 
Score: -11016307.000000 Penalty: 5630.140137
	Iteration 61Q: 3 clusters Score -1.101631e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 61643 members 
Entering Unmasked Estep 
Score: -11016312.000000 Penalty: 5630.140137
	Iteration 62Q: 3 clusters Score -1.101631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 61656 members 
Entering Unmasked Estep 
Score: -11016300.000000 Penalty: 5630.140137
	Iteration 63Q: 3 clusters Score -1.10163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
Score: -11016294.000000 Penalty: 5630.140137
	Iteration 64Q: 3 clusters Score -1.101629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -11016301.000000 Penalty: 5630.140137
	Iteration 65Q: 3 clusters Score -1.10163e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -11016304.000000 Penalty: 5630.140137
	Iteration 66Q: 3 clusters Score -1.10163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 61720 members 
Entering Unmasked Estep 
Score: -11016318.000000 Penalty: 5630.140137
	Iteration 67Q: 3 clusters Score -1.101632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -11016327.000000 Penalty: 5630.140137
	Iteration 68Q: 3 clusters Score -1.101633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -11016314.000000 Penalty: 5630.140137
	Iteration 69Q: 3 clusters Score -1.101631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -11016311.000000 Penalty: 5630.140137
	Iteration 70Q: 3 clusters Score -1.101631e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -11016323.000000 Penalty: 5630.140137
	Iteration 71Q: 3 clusters Score -1.101632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -11016327.000000 Penalty: 5630.140137
	Iteration 72Q: 3 clusters Score -1.101633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 61828 members 
Entering Unmasked Estep 
Score: -11016318.000000 Penalty: 5630.140137
	Iteration 73Q: 3 clusters Score -1.101632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
Score: -11016323.000000 Penalty: 5630.140137
	Iteration 74Q: 3 clusters Score -1.101632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 61853 members 
Entering Unmasked Estep 
Score: -11016335.000000 Penalty: 5630.140137
	Iteration 75Q: 3 clusters Score -1.101634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -11016320.000000 Penalty: 5630.140137
	Iteration 76Q: 3 clusters Score -1.101632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -11016313.000000 Penalty: 5630.140137
	Iteration 77Q: 3 clusters Score -1.101631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -11016291.000000 Penalty: 5630.140137
	Iteration 78Q: 3 clusters Score -1.101629e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 61916 members 
Entering Unmasked Estep 
Score: -11016295.000000 Penalty: 5630.140137
	Iteration 79Q: 3 clusters Score -1.10163e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -11016300.000000 Penalty: 5630.140137
	Iteration 80F: 3 clusters Score -1.10163e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -11016313.000000 Penalty: 5630.140137
	Iteration 81Q: 3 clusters Score -1.101631e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 61986 members 
Entering Unmasked Estep 
Score: -11016306.000000 Penalty: 5630.140137
	Iteration 82Q: 3 clusters Score -1.101631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -11016307.000000 Penalty: 5630.140137
	Iteration 83Q: 3 clusters Score -1.101631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -11016305.000000 Penalty: 5630.140137
	Iteration 84Q: 3 clusters Score -1.10163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 62027 members 
Entering Unmasked Estep 
Score: -11016301.000000 Penalty: 5630.140137
	Iteration 85Q: 3 clusters Score -1.10163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -11016306.000000 Penalty: 5630.140137
	Iteration 86Q: 3 clusters Score -1.101631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 62041 members 
Entering Unmasked Estep 
Score: -11016315.000000 Penalty: 5630.140137
	Iteration 87Q: 3 clusters Score -1.101632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -11016322.000000 Penalty: 5630.140137
	Iteration 88Q: 3 clusters Score -1.101632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -11016314.000000 Penalty: 5630.140137
	Iteration 89Q: 3 clusters Score -1.101631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -11016307.000000 Penalty: 5630.140137
	Iteration 90Q: 3 clusters Score -1.101631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -11016307.000000 Penalty: 5630.140137
	Iteration 91Q: 3 clusters Score -1.101631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -11016308.000000 Penalty: 5630.140137
	Iteration 92Q: 3 clusters Score -1.101631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 62079 members 
Entering Unmasked Estep 
Score: -11016323.000000 Penalty: 5630.140137
	Iteration 93Q: 3 clusters Score -1.101632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -11016321.000000 Penalty: 5630.140137
	Iteration 94Q: 3 clusters Score -1.101632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -11016320.000000 Penalty: 5630.140137
	Iteration 95Q: 3 clusters Score -1.101632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 62102 members 
Entering Unmasked Estep 
Score: -11016316.000000 Penalty: 5630.140137
	Iteration 96Q: 3 clusters Score -1.101632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 62104 members 
Entering Unmasked Estep 
Score: -11016316.000000 Penalty: 5630.140137
	Iteration 97Q: 3 clusters Score -1.101632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -11016315.000000 Penalty: 5630.140137
	Iteration 98Q: 3 clusters Score -1.101632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -11016318.000000 Penalty: 5630.140137
	Iteration 99Q: 3 clusters Score -1.101632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -11016316.000000 Penalty: 5630.140137
	Iteration 100F: 3 clusters Score -1.101632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -11016310.000000 Penalty: 5630.140137
	Iteration 101Q: 3 clusters Score -1.101631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -11016310.000000 Penalty: 5630.140137
	Iteration 102F: 3 clusters Score -1.101631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Entering Unmasked Estep 
Score: -544428.750000 Penalty: 2069.319336
	Iteration 0F: 2 clusters Score -544428.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -540431.437500 Penalty: 4138.638672
	Iteration 0F: 3 clusters Score -540431.4 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -541309.562500 Penalty: 4138.638672
	Iteration 1F: 3 clusters Score -541309.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -541497.875000 Penalty: 4138.638672
	Iteration 2F: 3 clusters Score -541497.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -541610.562500 Penalty: 4138.638672
	Iteration 3Q: 3 clusters Score -541610.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -541681.812500 Penalty: 4138.638672
	Iteration 4Q: 3 clusters Score -541681.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -541732.875000 Penalty: 4138.638672
	Iteration 5Q: 3 clusters Score -541732.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -541763.187500 Penalty: 4138.638672
	Iteration 6Q: 3 clusters Score -541763.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -541779.812500 Penalty: 4138.638672
	Iteration 7Q: 3 clusters Score -541779.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -541792.562500 Penalty: 4138.638672
	Iteration 8Q: 3 clusters Score -541792.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -541804.625000 Penalty: 4138.638672
	Iteration 9Q: 3 clusters Score -541804.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -541818.312500 Penalty: 4138.638672
	Iteration 10Q: 3 clusters Score -541818.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -541826.062500 Penalty: 4138.638672
	Iteration 11Q: 3 clusters Score -541826.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -541834.812500 Penalty: 4138.638672
	Iteration 12Q: 3 clusters Score -541834.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -541837.375000 Penalty: 4138.638672
	Iteration 13Q: 3 clusters Score -541837.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -541840.937500 Penalty: 4138.638672
	Iteration 14Q: 3 clusters Score -541840.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -541844.437500 Penalty: 4138.638672
	Iteration 15Q: 3 clusters Score -541844.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -541847.437500 Penalty: 4138.638672
	Iteration 16Q: 3 clusters Score -541847.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -541849.000000 Penalty: 4138.638672
	Iteration 17Q: 3 clusters Score -541849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -541851.562500 Penalty: 4138.638672
	Iteration 18Q: 3 clusters Score -541851.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -541852.625000 Penalty: 4138.638672
	Iteration 19Q: 3 clusters Score -541852.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -541855.500000 Penalty: 4138.638672
	Iteration 20F: 3 clusters Score -541855.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -541856.750000 Penalty: 4138.638672
	Iteration 21Q: 3 clusters Score -541856.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -541860.000000 Penalty: 4138.638672
	Iteration 22Q: 3 clusters Score -541860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -541865.062500 Penalty: 4138.638672
	Iteration 23Q: 3 clusters Score -541865.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -541871.875000 Penalty: 4138.638672
	Iteration 24Q: 3 clusters Score -541871.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -541875.812500 Penalty: 4138.638672
	Iteration 25Q: 3 clusters Score -541875.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -541881.250000 Penalty: 4138.638672
	Iteration 26Q: 3 clusters Score -541881.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -541885.500000 Penalty: 4138.638672
	Iteration 27Q: 3 clusters Score -541885.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -541894.375000 Penalty: 4138.638672
	Iteration 28Q: 3 clusters Score -541894.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -541900.875000 Penalty: 4138.638672
	Iteration 29Q: 3 clusters Score -541900.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -541909.437500 Penalty: 4138.638672
	Iteration 30Q: 3 clusters Score -541909.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -541916.187500 Penalty: 4138.638672
	Iteration 31Q: 3 clusters Score -541916.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -541922.750000 Penalty: 4138.638672
	Iteration 32Q: 3 clusters Score -541922.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -541927.062500 Penalty: 4138.638672
	Iteration 33Q: 3 clusters Score -541927.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -541934.625000 Penalty: 4138.638672
	Iteration 34Q: 3 clusters Score -541934.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -541942.500000 Penalty: 4138.638672
	Iteration 35Q: 3 clusters Score -541942.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -541954.625000 Penalty: 4138.638672
	Iteration 36Q: 3 clusters Score -541954.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -541966.250000 Penalty: 4138.638672
	Iteration 37Q: 3 clusters Score -541966.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -541978.812500 Penalty: 4138.638672
	Iteration 38Q: 3 clusters Score -541978.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -541996.062500 Penalty: 4138.638672
	Iteration 39Q: 3 clusters Score -541996.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -542013.312500 Penalty: 4138.638672
	Iteration 40F: 3 clusters Score -542013.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -542034.250000 Penalty: 4138.638672
	Iteration 41Q: 3 clusters Score -542034.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -542054.750000 Penalty: 4138.638672
	Iteration 42Q: 3 clusters Score -542054.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -542080.875000 Penalty: 4138.638672
	Iteration 43Q: 3 clusters Score -542080.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -542103.312500 Penalty: 4138.638672
	Iteration 44Q: 3 clusters Score -542103.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -542132.125000 Penalty: 4138.638672
	Iteration 45Q: 3 clusters Score -542132.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -542161.125000 Penalty: 4138.638672
	Iteration 46Q: 3 clusters Score -542161.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -542186.375000 Penalty: 4138.638672
	Iteration 47Q: 3 clusters Score -542186.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -542213.187500 Penalty: 4138.638672
	Iteration 48Q: 3 clusters Score -542213.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -542234.625000 Penalty: 4138.638672
	Iteration 49Q: 3 clusters Score -542234.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -542255.500000 Penalty: 4138.638672
	Iteration 50Q: 3 clusters Score -542255.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -542274.625000 Penalty: 4138.638672
	Iteration 51Q: 3 clusters Score -542274.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -542294.562500 Penalty: 4138.638672
	Iteration 52Q: 3 clusters Score -542294.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -542315.687500 Penalty: 4138.638672
	Iteration 53Q: 3 clusters Score -542315.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -542335.125000 Penalty: 4138.638672
	Iteration 54Q: 3 clusters Score -542335.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -542350.687500 Penalty: 4138.638672
	Iteration 55Q: 3 clusters Score -542350.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -542364.375000 Penalty: 4138.638672
	Iteration 56Q: 3 clusters Score -542364.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -542379.500000 Penalty: 4138.638672
	Iteration 57Q: 3 clusters Score -542379.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -542397.500000 Penalty: 4138.638672
	Iteration 58Q: 3 clusters Score -542397.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -542421.250000 Penalty: 4138.638672
	Iteration 59Q: 3 clusters Score -542421.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -542447.750000 Penalty: 4138.638672
	Iteration 60F: 3 clusters Score -542447.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -542472.875000 Penalty: 4138.638672
	Iteration 61Q: 3 clusters Score -542472.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -542495.375000 Penalty: 4138.638672
	Iteration 62Q: 3 clusters Score -542495.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -542514.500000 Penalty: 4138.638672
	Iteration 63Q: 3 clusters Score -542514.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -542531.375000 Penalty: 4138.638672
	Iteration 64Q: 3 clusters Score -542531.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -542545.187500 Penalty: 4138.638672
	Iteration 65Q: 3 clusters Score -542545.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -542557.437500 Penalty: 4138.638672
	Iteration 66Q: 3 clusters Score -542557.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -542569.000000 Penalty: 4138.638672
	Iteration 67Q: 3 clusters Score -542569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -542577.687500 Penalty: 4138.638672
	Iteration 68Q: 3 clusters Score -542577.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -542586.375000 Penalty: 4138.638672
	Iteration 69Q: 3 clusters Score -542586.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -542595.562500 Penalty: 4138.638672
	Iteration 70Q: 3 clusters Score -542595.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -542605.125000 Penalty: 4138.638672
	Iteration 71Q: 3 clusters Score -542605.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -542617.125000 Penalty: 4138.638672
	Iteration 72Q: 3 clusters Score -542617.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -542624.500000 Penalty: 4138.638672
	Iteration 73Q: 3 clusters Score -542624.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -542627.625000 Penalty: 4138.638672
	Iteration 74Q: 3 clusters Score -542627.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -542630.062500 Penalty: 4138.638672
	Iteration 75Q: 3 clusters Score -542630.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -542633.187500 Penalty: 4138.638672
	Iteration 76Q: 3 clusters Score -542633.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -542634.187500 Penalty: 4138.638672
	Iteration 77Q: 3 clusters Score -542634.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -542634.187500 Penalty: 4138.638672
	Iteration 78F: 3 clusters Score -542634.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Entering Unmasked Estep 
Score: -1664345.250000 Penalty: 2356.912842
	Iteration 0F: 2 clusters Score -1664345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1654623.125000 Penalty: 4713.825684
	Iteration 0F: 3 clusters Score -1654623 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1657739.375000 Penalty: 4713.825684
	Iteration 1F: 3 clusters Score -1657739 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1658264.875000 Penalty: 4713.825684
	Iteration 2F: 3 clusters Score -1658265 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1658738.375000 Penalty: 4713.825684
	Iteration 3F: 3 clusters Score -1658738 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1659192.375000 Penalty: 4713.825684
	Iteration 4F: 3 clusters Score -1659192 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1659662.250000 Penalty: 4713.825684
	Iteration 5F: 3 clusters Score -1659662 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1660116.500000 Penalty: 4713.825684
	Iteration 6F: 3 clusters Score -1660116 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1660560.875000 Penalty: 4713.825684
	Iteration 7Q: 3 clusters Score -1660561 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1661049.125000 Penalty: 4713.825684
	Iteration 8Q: 3 clusters Score -1661049 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1661678.625000 Penalty: 4713.825684
	Iteration 9Q: 3 clusters Score -1661679 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1662457.500000 Penalty: 4713.825684
	Iteration 10Q: 3 clusters Score -1662458 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1663365.250000 Penalty: 4713.825684
	Iteration 11Q: 3 clusters Score -1663365 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1664045.750000 Penalty: 4713.825684
	Iteration 12Q: 3 clusters Score -1664046 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1664290.750000 Penalty: 4713.825684
	Iteration 13Q: 3 clusters Score -1664291 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1664363.875000 Penalty: 4713.825684
	Iteration 14Q: 3 clusters Score -1664364 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1664389.250000 Penalty: 4713.825684
	Iteration 15Q: 3 clusters Score -1664389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1664400.000000 Penalty: 4713.825684
	Iteration 16Q: 3 clusters Score -1664400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1664402.000000 Penalty: 4713.825684
	Iteration 17Q: 3 clusters Score -1664402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1664402.625000 Penalty: 4713.825684
	Iteration 18Q: 3 clusters Score -1664403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1664404.125000 Penalty: 4713.825684
	Iteration 19Q: 3 clusters Score -1664404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1664403.250000 Penalty: 4713.825684
	Iteration 20F: 3 clusters Score -1664403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1664401.250000 Penalty: 4713.825684
	Iteration 21Q: 3 clusters Score -1664401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1664404.000000 Penalty: 4713.825684
	Iteration 22Q: 3 clusters Score -1664404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1664404.000000 Penalty: 4713.825684
	Iteration 23Q: 3 clusters Score -1664404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1664404.000000 Penalty: 4713.825684
	Iteration 24F: 3 clusters Score -1664404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15114 members 
Mstep: Class 9 contains 78445 members 
Mstep: Class 10 contains 18348 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 13065 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140630 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57085 members 
Mstep: Class 18 contains 97683 members 
Mstep: Class 19 contains 8235 members 
Mstep: Class 20 contains 179385 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85058 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 9223 members 
Mstep: Class 25 contains 28117 members 
Mstep: Class 26 contains 40963 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9206 members 
Mstep: Class 30 contains 179683 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11299 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50121 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14767 members 
Mstep: Class 39 contains 4186 members 
Entering Unmasked Estep 
Score: -150644864.000000 Penalty: 135493.656250
Splitting cluster 24 changes total score from -150646048.000000 to -150644864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (28117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Entering Unmasked Estep 
Score: -3567561.250000 Penalty: 2540.543945
	Iteration 0F: 2 clusters Score -3567561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3548105.750000 Penalty: 5081.087891
	Iteration 0F: 3 clusters Score -3548106 nChanged 12746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -3554913.500000 Penalty: 5081.087891
	Iteration 1F: 3 clusters Score -3554914 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -3555248.250000 Penalty: 5081.087891
	Iteration 2Q: 3 clusters Score -3555248 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -3555542.000000 Penalty: 5081.087891
	Iteration 3Q: 3 clusters Score -3555542 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3555828.750000 Penalty: 5081.087891
	Iteration 4Q: 3 clusters Score -3555829 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -3556117.750000 Penalty: 5081.087891
	Iteration 5Q: 3 clusters Score -3556118 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3556391.500000 Penalty: 5081.087891
	Iteration 6Q: 3 clusters Score -3556392 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -3556766.500000 Penalty: 5081.087891
	Iteration 7Q: 3 clusters Score -3556766 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -3557230.250000 Penalty: 5081.087891
	Iteration 8Q: 3 clusters Score -3557230 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -3557940.000000 Penalty: 5081.087891
	Iteration 9Q: 3 clusters Score -3557940 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3558798.750000 Penalty: 5081.087891
	Iteration 10F: 3 clusters Score -3558799 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -3559960.750000 Penalty: 5081.087891
	Iteration 11F: 3 clusters Score -3559961 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3561274.000000 Penalty: 5081.087891
	Iteration 12F: 3 clusters Score -3561274 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3562650.250000 Penalty: 5081.087891
	Iteration 13F: 3 clusters Score -3562650 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3563746.000000 Penalty: 5081.087891
	Iteration 14Q: 3 clusters Score -3563746 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3564503.750000 Penalty: 5081.087891
	Iteration 15Q: 3 clusters Score -3564504 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3564903.250000 Penalty: 5081.087891
	Iteration 16Q: 3 clusters Score -3564903 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3565130.500000 Penalty: 5081.087891
	Iteration 17Q: 3 clusters Score -3565130 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3565259.000000 Penalty: 5081.087891
	Iteration 18Q: 3 clusters Score -3565259 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3565338.500000 Penalty: 5081.087891
	Iteration 19Q: 3 clusters Score -3565338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3565363.500000 Penalty: 5081.087891
	Iteration 20F: 3 clusters Score -3565364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3565390.250000 Penalty: 5081.087891
	Iteration 21Q: 3 clusters Score -3565390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3565408.500000 Penalty: 5081.087891
	Iteration 22Q: 3 clusters Score -3565408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3565424.500000 Penalty: 5081.087891
	Iteration 23Q: 3 clusters Score -3565424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3565429.500000 Penalty: 5081.087891
	Iteration 24Q: 3 clusters Score -3565430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3565430.750000 Penalty: 5081.087891
	Iteration 25Q: 3 clusters Score -3565431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3565436.000000 Penalty: 5081.087891
	Iteration 26Q: 3 clusters Score -3565436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3565439.750000 Penalty: 5081.087891
	Iteration 27Q: 3 clusters Score -3565440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3565445.500000 Penalty: 5081.087891
	Iteration 28Q: 3 clusters Score -3565446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3565448.000000 Penalty: 5081.087891
	Iteration 29Q: 3 clusters Score -3565448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3565455.000000 Penalty: 5081.087891
	Iteration 30Q: 3 clusters Score -3565455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3565460.000000 Penalty: 5081.087891
	Iteration 31Q: 3 clusters Score -3565460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3565462.250000 Penalty: 5081.087891
	Iteration 32Q: 3 clusters Score -3565462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3565464.750000 Penalty: 5081.087891
	Iteration 33Q: 3 clusters Score -3565465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3565462.750000 Penalty: 5081.087891
	Iteration 34Q: 3 clusters Score -3565463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3565461.500000 Penalty: 5081.087891
	Iteration 35Q: 3 clusters Score -3565462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3565461.500000 Penalty: 5081.087891
	Iteration 36F: 3 clusters Score -3565462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (40963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Entering Unmasked Estep 
Score: -5275329.000000 Penalty: 2633.865234
	Iteration 0F: 2 clusters Score -5275329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -5247588.000000 Penalty: 5267.730469
	Iteration 0F: 3 clusters Score -5247588 nChanged 18743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -5258022.500000 Penalty: 5267.730469
	Iteration 1F: 3 clusters Score -5258022 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -5258565.500000 Penalty: 5267.730469
	Iteration 2Q: 3 clusters Score -5258566 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -5259183.500000 Penalty: 5267.730469
	Iteration 3Q: 3 clusters Score -5259184 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -5259825.000000 Penalty: 5267.730469
	Iteration 4Q: 3 clusters Score -5259825 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -5260636.000000 Penalty: 5267.730469
	Iteration 5Q: 3 clusters Score -5260636 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -5261631.500000 Penalty: 5267.730469
	Iteration 6F: 3 clusters Score -5261632 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -5262782.000000 Penalty: 5267.730469
	Iteration 7F: 3 clusters Score -5262782 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -5263978.500000 Penalty: 5267.730469
	Iteration 8F: 3 clusters Score -5263978 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -5265190.500000 Penalty: 5267.730469
	Iteration 9F: 3 clusters Score -5265190 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -5266468.000000 Penalty: 5267.730469
	Iteration 10Q: 3 clusters Score -5266468 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -5267598.500000 Penalty: 5267.730469
	Iteration 11Q: 3 clusters Score -5267598 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -5268720.000000 Penalty: 5267.730469
	Iteration 12Q: 3 clusters Score -5268720 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -5269729.000000 Penalty: 5267.730469
	Iteration 13Q: 3 clusters Score -5269729 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -5270635.500000 Penalty: 5267.730469
	Iteration 14Q: 3 clusters Score -5270636 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -5271326.000000 Penalty: 5267.730469
	Iteration 15Q: 3 clusters Score -5271326 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -5271890.500000 Penalty: 5267.730469
	Iteration 16Q: 3 clusters Score -5271890 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -5272273.000000 Penalty: 5267.730469
	Iteration 17Q: 3 clusters Score -5272273 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -5272565.500000 Penalty: 5267.730469
	Iteration 18Q: 3 clusters Score -5272566 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -5272802.000000 Penalty: 5267.730469
	Iteration 19Q: 3 clusters Score -5272802 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -5272918.000000 Penalty: 5267.730469
	Iteration 20F: 3 clusters Score -5272918 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -5273011.000000 Penalty: 5267.730469
	Iteration 21Q: 3 clusters Score -5273011 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -5273113.000000 Penalty: 5267.730469
	Iteration 22Q: 3 clusters Score -5273113 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -5273194.500000 Penalty: 5267.730469
	Iteration 23Q: 3 clusters Score -5273194 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -5273242.000000 Penalty: 5267.730469
	Iteration 24Q: 3 clusters Score -5273242 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -5273268.000000 Penalty: 5267.730469
	Iteration 25Q: 3 clusters Score -5273268 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -5273313.000000 Penalty: 5267.730469
	Iteration 26Q: 3 clusters Score -5273313 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -5273341.000000 Penalty: 5267.730469
	Iteration 27Q: 3 clusters Score -5273341 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -5273349.000000 Penalty: 5267.730469
	Iteration 28Q: 3 clusters Score -5273349 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -5273356.500000 Penalty: 5267.730469
	Iteration 29Q: 3 clusters Score -5273356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -5273380.000000 Penalty: 5267.730469
	Iteration 30Q: 3 clusters Score -5273380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -5273394.000000 Penalty: 5267.730469
	Iteration 31Q: 3 clusters Score -5273394 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -5273403.500000 Penalty: 5267.730469
	Iteration 32Q: 3 clusters Score -5273404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -5273426.000000 Penalty: 5267.730469
	Iteration 33Q: 3 clusters Score -5273426 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -5273427.500000 Penalty: 5267.730469
	Iteration 34Q: 3 clusters Score -5273428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -5273443.500000 Penalty: 5267.730469
	Iteration 35Q: 3 clusters Score -5273444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -5273457.000000 Penalty: 5267.730469
	Iteration 36Q: 3 clusters Score -5273457 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -5273457.000000 Penalty: 5267.730469
	Iteration 37Q: 3 clusters Score -5273457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -5273463.000000 Penalty: 5267.730469
	Iteration 38Q: 3 clusters Score -5273463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -5273474.500000 Penalty: 5267.730469
	Iteration 39Q: 3 clusters Score -5273474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -5273478.500000 Penalty: 5267.730469
	Iteration 40F: 3 clusters Score -5273478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -5273478.500000 Penalty: 5267.730469
	Iteration 41Q: 3 clusters Score -5273478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -5273487.000000 Penalty: 5267.730469
	Iteration 42Q: 3 clusters Score -5273487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -5273482.500000 Penalty: 5267.730469
	Iteration 43Q: 3 clusters Score -5273482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -5273490.000000 Penalty: 5267.730469
	Iteration 44Q: 3 clusters Score -5273490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -5273487.000000 Penalty: 5267.730469
	Iteration 45Q: 3 clusters Score -5273487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -5273487.000000 Penalty: 5267.730469
	Iteration 46Q: 3 clusters Score -5273487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -5273488.500000 Penalty: 5267.730469
	Iteration 47Q: 3 clusters Score -5273488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -5273489.000000 Penalty: 5267.730469
	Iteration 48Q: 3 clusters Score -5273489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -5273484.500000 Penalty: 5267.730469
	Iteration 49Q: 3 clusters Score -5273484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -5273487.000000 Penalty: 5267.730469
	Iteration 50Q: 3 clusters Score -5273487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -5273488.500000 Penalty: 5267.730469
	Iteration 51Q: 3 clusters Score -5273488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -5273486.000000 Penalty: 5267.730469
	Iteration 52Q: 3 clusters Score -5273486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -5273483.500000 Penalty: 5267.730469
	Iteration 53Q: 3 clusters Score -5273484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -5273483.500000 Penalty: 5267.730469
	Iteration 54F: 3 clusters Score -5273484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Entering Unmasked Estep 
Score: -1636950.375000 Penalty: 2347.949463
	Iteration 0F: 2 clusters Score -1636950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1627503.375000 Penalty: 4695.898926
	Iteration 0F: 3 clusters Score -1627503 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1630421.625000 Penalty: 4695.898926
	Iteration 1F: 3 clusters Score -1630422 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1630781.875000 Penalty: 4695.898926
	Iteration 2F: 3 clusters Score -1630782 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1631044.625000 Penalty: 4695.898926
	Iteration 3Q: 3 clusters Score -1631045 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1631271.500000 Penalty: 4695.898926
	Iteration 4Q: 3 clusters Score -1631272 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1631502.375000 Penalty: 4695.898926
	Iteration 5Q: 3 clusters Score -1631502 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1631762.875000 Penalty: 4695.898926
	Iteration 6Q: 3 clusters Score -1631763 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1632040.625000 Penalty: 4695.898926
	Iteration 7Q: 3 clusters Score -1632041 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1632360.500000 Penalty: 4695.898926
	Iteration 8Q: 3 clusters Score -1632360 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1632739.625000 Penalty: 4695.898926
	Iteration 9Q: 3 clusters Score -1632740 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1633204.625000 Penalty: 4695.898926
	Iteration 10Q: 3 clusters Score -1633205 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1633628.000000 Penalty: 4695.898926
	Iteration 11Q: 3 clusters Score -1633628 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1634035.625000 Penalty: 4695.898926
	Iteration 12Q: 3 clusters Score -1634036 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1634364.375000 Penalty: 4695.898926
	Iteration 13Q: 3 clusters Score -1634364 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1634574.500000 Penalty: 4695.898926
	Iteration 14Q: 3 clusters Score -1634574 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1634714.750000 Penalty: 4695.898926
	Iteration 15Q: 3 clusters Score -1634715 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1634789.625000 Penalty: 4695.898926
	Iteration 16Q: 3 clusters Score -1634790 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1634840.500000 Penalty: 4695.898926
	Iteration 17Q: 3 clusters Score -1634840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1634876.250000 Penalty: 4695.898926
	Iteration 18Q: 3 clusters Score -1634876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1634902.000000 Penalty: 4695.898926
	Iteration 19Q: 3 clusters Score -1634902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1634924.375000 Penalty: 4695.898926
	Iteration 20F: 3 clusters Score -1634924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1634936.125000 Penalty: 4695.898926
	Iteration 21Q: 3 clusters Score -1634936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1634945.375000 Penalty: 4695.898926
	Iteration 22Q: 3 clusters Score -1634945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1634953.125000 Penalty: 4695.898926
	Iteration 23Q: 3 clusters Score -1634953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1634959.625000 Penalty: 4695.898926
	Iteration 24Q: 3 clusters Score -1634960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1634970.625000 Penalty: 4695.898926
	Iteration 25Q: 3 clusters Score -1634971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1634979.625000 Penalty: 4695.898926
	Iteration 26Q: 3 clusters Score -1634980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1634984.875000 Penalty: 4695.898926
	Iteration 27Q: 3 clusters Score -1634985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1634991.500000 Penalty: 4695.898926
	Iteration 28Q: 3 clusters Score -1634992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1634998.250000 Penalty: 4695.898926
	Iteration 29Q: 3 clusters Score -1634998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1635003.750000 Penalty: 4695.898926
	Iteration 30Q: 3 clusters Score -1635004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1635007.000000 Penalty: 4695.898926
	Iteration 31Q: 3 clusters Score -1635007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1635011.125000 Penalty: 4695.898926
	Iteration 32Q: 3 clusters Score -1635011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1635008.500000 Penalty: 4695.898926
	Iteration 33Q: 3 clusters Score -1635008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1635008.500000 Penalty: 4695.898926
	Iteration 34F: 3 clusters Score -1635008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Entering Unmasked Estep 
Score: -657408.000000 Penalty: 2127.648682
	Iteration 0F: 2 clusters Score -657408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -652703.750000 Penalty: 4255.297363
	Iteration 0F: 3 clusters Score -652703.8 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -654059.312500 Penalty: 4255.297363
	Iteration 1F: 3 clusters Score -654059.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -654529.875000 Penalty: 4255.297363
	Iteration 2F: 3 clusters Score -654529.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -654927.437500 Penalty: 4255.297363
	Iteration 3F: 3 clusters Score -654927.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -655259.125000 Penalty: 4255.297363
	Iteration 4F: 3 clusters Score -655259.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -655608.375000 Penalty: 4255.297363
	Iteration 5F: 3 clusters Score -655608.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -655895.250000 Penalty: 4255.297363
	Iteration 6F: 3 clusters Score -655895.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -656133.625000 Penalty: 4255.297363
	Iteration 7F: 3 clusters Score -656133.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -656318.000000 Penalty: 4255.297363
	Iteration 8Q: 3 clusters Score -656318 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -656439.625000 Penalty: 4255.297363
	Iteration 9Q: 3 clusters Score -656439.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -656510.750000 Penalty: 4255.297363
	Iteration 10Q: 3 clusters Score -656510.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -656566.187500 Penalty: 4255.297363
	Iteration 11Q: 3 clusters Score -656566.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -656607.437500 Penalty: 4255.297363
	Iteration 12Q: 3 clusters Score -656607.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -656635.062500 Penalty: 4255.297363
	Iteration 13Q: 3 clusters Score -656635.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -656653.250000 Penalty: 4255.297363
	Iteration 14Q: 3 clusters Score -656653.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -656666.125000 Penalty: 4255.297363
	Iteration 15Q: 3 clusters Score -656666.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -656673.437500 Penalty: 4255.297363
	Iteration 16Q: 3 clusters Score -656673.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -656678.062500 Penalty: 4255.297363
	Iteration 17Q: 3 clusters Score -656678.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -656683.062500 Penalty: 4255.297363
	Iteration 18Q: 3 clusters Score -656683.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -656685.937500 Penalty: 4255.297363
	Iteration 19Q: 3 clusters Score -656685.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -656689.250000 Penalty: 4255.297363
	Iteration 20F: 3 clusters Score -656689.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -656692.187500 Penalty: 4255.297363
	Iteration 21Q: 3 clusters Score -656692.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -656694.500000 Penalty: 4255.297363
	Iteration 22Q: 3 clusters Score -656694.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -656695.625000 Penalty: 4255.297363
	Iteration 23Q: 3 clusters Score -656695.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -656698.500000 Penalty: 4255.297363
	Iteration 24Q: 3 clusters Score -656698.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -656699.937500 Penalty: 4255.297363
	Iteration 25Q: 3 clusters Score -656699.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -656700.562500 Penalty: 4255.297363
	Iteration 26Q: 3 clusters Score -656700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -656701.687500 Penalty: 4255.297363
	Iteration 27Q: 3 clusters Score -656701.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -656701.875000 Penalty: 4255.297363
	Iteration 28Q: 3 clusters Score -656701.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -656701.875000 Penalty: 4255.297363
	Iteration 29F: 3 clusters Score -656701.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Entering Unmasked Estep 
Score: -1065921.625000 Penalty: 2263.647461
	Iteration 0F: 2 clusters Score -1065922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1058798.625000 Penalty: 4527.294922
	Iteration 0F: 3 clusters Score -1058799 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1061154.125000 Penalty: 4527.294922
	Iteration 1F: 3 clusters Score -1061154 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1061724.125000 Penalty: 4527.294922
	Iteration 2F: 3 clusters Score -1061724 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1062266.875000 Penalty: 4527.294922
	Iteration 3F: 3 clusters Score -1062267 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1062657.500000 Penalty: 4527.294922
	Iteration 4F: 3 clusters Score -1062658 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1062933.250000 Penalty: 4527.294922
	Iteration 5Q: 3 clusters Score -1062933 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1063136.250000 Penalty: 4527.294922
	Iteration 6Q: 3 clusters Score -1063136 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1063288.625000 Penalty: 4527.294922
	Iteration 7Q: 3 clusters Score -1063289 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1063423.750000 Penalty: 4527.294922
	Iteration 8Q: 3 clusters Score -1063424 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1063528.125000 Penalty: 4527.294922
	Iteration 9Q: 3 clusters Score -1063528 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1063598.500000 Penalty: 4527.294922
	Iteration 10Q: 3 clusters Score -1063598 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1063647.250000 Penalty: 4527.294922
	Iteration 11Q: 3 clusters Score -1063647 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1063695.250000 Penalty: 4527.294922
	Iteration 12Q: 3 clusters Score -1063695 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1063732.250000 Penalty: 4527.294922
	Iteration 13Q: 3 clusters Score -1063732 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1063762.500000 Penalty: 4527.294922
	Iteration 14Q: 3 clusters Score -1063762 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1063776.250000 Penalty: 4527.294922
	Iteration 15Q: 3 clusters Score -1063776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1063791.500000 Penalty: 4527.294922
	Iteration 16Q: 3 clusters Score -1063792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1063807.750000 Penalty: 4527.294922
	Iteration 17Q: 3 clusters Score -1063808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1063822.500000 Penalty: 4527.294922
	Iteration 18Q: 3 clusters Score -1063822 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1063832.875000 Penalty: 4527.294922
	Iteration 19Q: 3 clusters Score -1063833 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1063844.250000 Penalty: 4527.294922
	Iteration 20F: 3 clusters Score -1063844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1063850.625000 Penalty: 4527.294922
	Iteration 21Q: 3 clusters Score -1063851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1063860.000000 Penalty: 4527.294922
	Iteration 22Q: 3 clusters Score -1063860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1063867.500000 Penalty: 4527.294922
	Iteration 23Q: 3 clusters Score -1063868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1063877.125000 Penalty: 4527.294922
	Iteration 24Q: 3 clusters Score -1063877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1063882.375000 Penalty: 4527.294922
	Iteration 25Q: 3 clusters Score -1063882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1063884.000000 Penalty: 4527.294922
	Iteration 26Q: 3 clusters Score -1063884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1063886.000000 Penalty: 4527.294922
	Iteration 27Q: 3 clusters Score -1063886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1063887.000000 Penalty: 4527.294922
	Iteration 28Q: 3 clusters Score -1063887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1063891.375000 Penalty: 4527.294922
	Iteration 29Q: 3 clusters Score -1063891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1063890.750000 Penalty: 4527.294922
	Iteration 30Q: 3 clusters Score -1063891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1063893.125000 Penalty: 4527.294922
	Iteration 31Q: 3 clusters Score -1063893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1063899.375000 Penalty: 4527.294922
	Iteration 32Q: 3 clusters Score -1063899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1063906.375000 Penalty: 4527.294922
	Iteration 33Q: 3 clusters Score -1063906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1063906.125000 Penalty: 4527.294922
	Iteration 34Q: 3 clusters Score -1063906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1063905.000000 Penalty: 4527.294922
	Iteration 35Q: 3 clusters Score -1063905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1063908.000000 Penalty: 4527.294922
	Iteration 36Q: 3 clusters Score -1063908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1063907.250000 Penalty: 4527.294922
	Iteration 37Q: 3 clusters Score -1063907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1063908.375000 Penalty: 4527.294922
	Iteration 38Q: 3 clusters Score -1063908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1063911.750000 Penalty: 4527.294922
	Iteration 39Q: 3 clusters Score -1063912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1063912.875000 Penalty: 4527.294922
	Iteration 40F: 3 clusters Score -1063913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1063916.250000 Penalty: 4527.294922
	Iteration 41Q: 3 clusters Score -1063916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1063916.375000 Penalty: 4527.294922
	Iteration 42Q: 3 clusters Score -1063916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1063915.125000 Penalty: 4527.294922
	Iteration 43Q: 3 clusters Score -1063915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1063917.250000 Penalty: 4527.294922
	Iteration 44Q: 3 clusters Score -1063917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1063918.875000 Penalty: 4527.294922
	Iteration 45Q: 3 clusters Score -1063919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1063920.875000 Penalty: 4527.294922
	Iteration 46Q: 3 clusters Score -1063921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1063923.375000 Penalty: 4527.294922
	Iteration 47Q: 3 clusters Score -1063923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1063923.125000 Penalty: 4527.294922
	Iteration 48Q: 3 clusters Score -1063923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1063926.500000 Penalty: 4527.294922
	Iteration 49Q: 3 clusters Score -1063926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1063925.875000 Penalty: 4527.294922
	Iteration 50Q: 3 clusters Score -1063926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1063928.750000 Penalty: 4527.294922
	Iteration 51Q: 3 clusters Score -1063929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1063931.250000 Penalty: 4527.294922
	Iteration 52Q: 3 clusters Score -1063931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1063931.000000 Penalty: 4527.294922
	Iteration 53Q: 3 clusters Score -1063931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1063932.125000 Penalty: 4527.294922
	Iteration 54Q: 3 clusters Score -1063932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1063932.000000 Penalty: 4527.294922
	Iteration 55Q: 3 clusters Score -1063932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1063932.125000 Penalty: 4527.294922
	Iteration 56Q: 3 clusters Score -1063932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1063931.375000 Penalty: 4527.294922
	Iteration 57Q: 3 clusters Score -1063931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1063931.375000 Penalty: 4527.294922
	Iteration 58F: 3 clusters Score -1063931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (179683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179683 members 
Entering Unmasked Estep 
Score: -23049738.000000 Penalty: 3000.539551
	Iteration 0F: 2 clusters Score -2.304974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90156 members 
Mstep: Class 2 contains 89527 members 
Entering Unmasked Estep 
Score: -22930354.000000 Penalty: 6001.079102
	Iteration 0F: 3 clusters Score -2.293035e+07 nChanged 86287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96869 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -22980396.000000 Penalty: 6001.079102
	Iteration 1F: 3 clusters Score -2.29804e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101437 members 
Mstep: Class 2 contains 78246 members 
Entering Unmasked Estep 
Score: -22982146.000000 Penalty: 6001.079102
	Iteration 2Q: 3 clusters Score -2.298215e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108487 members 
Mstep: Class 2 contains 71196 members 
Entering Unmasked Estep 
Score: -22985406.000000 Penalty: 6001.079102
	Iteration 3Q: 3 clusters Score -2.298541e+07 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118616 members 
Mstep: Class 2 contains 61067 members 
Entering Unmasked Estep 
Score: -22991462.000000 Penalty: 6001.079102
	Iteration 4F: 3 clusters Score -2.299146e+07 nChanged 13953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132265 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -23001822.000000 Penalty: 6001.079102
	Iteration 5F: 3 clusters Score -2.300182e+07 nChanged 16254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148427 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -23016648.000000 Penalty: 6001.079102
	Iteration 6F: 3 clusters Score -2.301665e+07 nChanged 14897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163312 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -23031486.000000 Penalty: 6001.079102
	Iteration 7F: 3 clusters Score -2.303149e+07 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173393 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -23041408.000000 Penalty: 6001.079102
	Iteration 8F: 3 clusters Score -2.304141e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177713 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -23045344.000000 Penalty: 6001.079102
	Iteration 9Q: 3 clusters Score -2.304534e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178982 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -23046452.000000 Penalty: 6001.079102
	Iteration 10Q: 3 clusters Score -2.304645e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179302 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -23046772.000000 Penalty: 6001.079102
	Iteration 11Q: 3 clusters Score -2.304677e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179393 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23046904.000000 Penalty: 6001.079102
	Iteration 12Q: 3 clusters Score -2.30469e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179413 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23046962.000000 Penalty: 6001.079102
	Iteration 13Q: 3 clusters Score -2.304696e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179426 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23046982.000000 Penalty: 6001.079102
	Iteration 14Q: 3 clusters Score -2.304698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179431 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23047040.000000 Penalty: 6001.079102
	Iteration 15Q: 3 clusters Score -2.304704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179430 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23047042.000000 Penalty: 6001.079102
	Iteration 16Q: 3 clusters Score -2.304704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179430 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23047050.000000 Penalty: 6001.079102
	Iteration 17Q: 3 clusters Score -2.304705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179431 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23047048.000000 Penalty: 6001.079102
	Iteration 18Q: 3 clusters Score -2.304705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179433 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23047062.000000 Penalty: 6001.079102
	Iteration 19Q: 3 clusters Score -2.304706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179434 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23047070.000000 Penalty: 6001.079102
	Iteration 20F: 3 clusters Score -2.304707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179437 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23047058.000000 Penalty: 6001.079102
	Iteration 21Q: 3 clusters Score -2.304706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179432 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23047062.000000 Penalty: 6001.079102
	Iteration 22Q: 3 clusters Score -2.304706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179432 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23047054.000000 Penalty: 6001.079102
	Iteration 23Q: 3 clusters Score -2.304705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179432 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23047054.000000 Penalty: 6001.079102
	Iteration 24F: 3 clusters Score -2.304705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Entering Unmasked Estep 
Score: -349753.781250 Penalty: 1956.678833
	Iteration 0F: 2 clusters Score -349753.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -346733.125000 Penalty: 3913.357666
	Iteration 0F: 3 clusters Score -346733.1 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -347265.218750 Penalty: 3913.357666
	Iteration 1F: 3 clusters Score -347265.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -347383.406250 Penalty: 3913.357666
	Iteration 2F: 3 clusters Score -347383.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -347448.531250 Penalty: 3913.357666
	Iteration 3Q: 3 clusters Score -347448.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -347481.500000 Penalty: 3913.357666
	Iteration 4Q: 3 clusters Score -347481.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -347508.562500 Penalty: 3913.357666
	Iteration 5Q: 3 clusters Score -347508.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -347535.156250 Penalty: 3913.357666
	Iteration 6Q: 3 clusters Score -347535.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -347550.343750 Penalty: 3913.357666
	Iteration 7Q: 3 clusters Score -347550.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -347565.218750 Penalty: 3913.357666
	Iteration 8Q: 3 clusters Score -347565.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -347578.343750 Penalty: 3913.357666
	Iteration 9Q: 3 clusters Score -347578.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -347589.875000 Penalty: 3913.357666
	Iteration 10Q: 3 clusters Score -347589.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -347598.093750 Penalty: 3913.357666
	Iteration 11Q: 3 clusters Score -347598.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -347602.468750 Penalty: 3913.357666
	Iteration 12Q: 3 clusters Score -347602.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -347605.906250 Penalty: 3913.357666
	Iteration 13Q: 3 clusters Score -347605.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -347613.406250 Penalty: 3913.357666
	Iteration 14Q: 3 clusters Score -347613.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -347621.250000 Penalty: 3913.357666
	Iteration 15Q: 3 clusters Score -347621.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -347627.937500 Penalty: 3913.357666
	Iteration 16Q: 3 clusters Score -347627.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -347631.125000 Penalty: 3913.357666
	Iteration 17Q: 3 clusters Score -347631.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -347634.468750 Penalty: 3913.357666
	Iteration 18Q: 3 clusters Score -347634.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -347637.468750 Penalty: 3913.357666
	Iteration 19Q: 3 clusters Score -347637.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -347639.156250 Penalty: 3913.357666
	Iteration 20F: 3 clusters Score -347639.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -347639.562500 Penalty: 3913.357666
	Iteration 21Q: 3 clusters Score -347639.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -347640.156250 Penalty: 3913.357666
	Iteration 22Q: 3 clusters Score -347640.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -347640.156250 Penalty: 3913.357666
	Iteration 23F: 3 clusters Score -347640.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Entering Unmasked Estep 
Score: -1434570.875000 Penalty: 2314.452637
	Iteration 0F: 2 clusters Score -1434571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1426092.875000 Penalty: 4628.905273
	Iteration 0F: 3 clusters Score -1426093 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1428597.875000 Penalty: 4628.905273
	Iteration 1F: 3 clusters Score -1428598 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1428920.875000 Penalty: 4628.905273
	Iteration 2F: 3 clusters Score -1428921 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1429180.250000 Penalty: 4628.905273
	Iteration 3F: 3 clusters Score -1429180 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1429408.375000 Penalty: 4628.905273
	Iteration 4Q: 3 clusters Score -1429408 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1429623.500000 Penalty: 4628.905273
	Iteration 5Q: 3 clusters Score -1429624 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1429861.750000 Penalty: 4628.905273
	Iteration 6Q: 3 clusters Score -1429862 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1430119.000000 Penalty: 4628.905273
	Iteration 7Q: 3 clusters Score -1430119 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1430393.750000 Penalty: 4628.905273
	Iteration 8Q: 3 clusters Score -1430394 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1430657.250000 Penalty: 4628.905273
	Iteration 9Q: 3 clusters Score -1430657 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1430917.250000 Penalty: 4628.905273
	Iteration 10Q: 3 clusters Score -1430917 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1431191.875000 Penalty: 4628.905273
	Iteration 11Q: 3 clusters Score -1431192 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1431478.125000 Penalty: 4628.905273
	Iteration 12Q: 3 clusters Score -1431478 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1431722.125000 Penalty: 4628.905273
	Iteration 13Q: 3 clusters Score -1431722 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1431913.625000 Penalty: 4628.905273
	Iteration 14Q: 3 clusters Score -1431914 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1432065.125000 Penalty: 4628.905273
	Iteration 15Q: 3 clusters Score -1432065 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1432199.500000 Penalty: 4628.905273
	Iteration 16Q: 3 clusters Score -1432200 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1432294.875000 Penalty: 4628.905273
	Iteration 17Q: 3 clusters Score -1432295 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1432355.500000 Penalty: 4628.905273
	Iteration 18Q: 3 clusters Score -1432356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1432386.250000 Penalty: 4628.905273
	Iteration 19Q: 3 clusters Score -1432386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1432415.000000 Penalty: 4628.905273
	Iteration 20F: 3 clusters Score -1432415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1432438.500000 Penalty: 4628.905273
	Iteration 21Q: 3 clusters Score -1432438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1432451.875000 Penalty: 4628.905273
	Iteration 22Q: 3 clusters Score -1432452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1432468.250000 Penalty: 4628.905273
	Iteration 23Q: 3 clusters Score -1432468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1432496.250000 Penalty: 4628.905273
	Iteration 24Q: 3 clusters Score -1432496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1432509.000000 Penalty: 4628.905273
	Iteration 25Q: 3 clusters Score -1432509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1432519.375000 Penalty: 4628.905273
	Iteration 26Q: 3 clusters Score -1432519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1432525.500000 Penalty: 4628.905273
	Iteration 27Q: 3 clusters Score -1432526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1432527.750000 Penalty: 4628.905273
	Iteration 28Q: 3 clusters Score -1432528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1432529.625000 Penalty: 4628.905273
	Iteration 29Q: 3 clusters Score -1432530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1432533.875000 Penalty: 4628.905273
	Iteration 30Q: 3 clusters Score -1432534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1432535.500000 Penalty: 4628.905273
	Iteration 31Q: 3 clusters Score -1432536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1432535.500000 Penalty: 4628.905273
	Iteration 32Q: 3 clusters Score -1432536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1432541.750000 Penalty: 4628.905273
	Iteration 33Q: 3 clusters Score -1432542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1432547.750000 Penalty: 4628.905273
	Iteration 34Q: 3 clusters Score -1432548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1432550.125000 Penalty: 4628.905273
	Iteration 35Q: 3 clusters Score -1432550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1432557.125000 Penalty: 4628.905273
	Iteration 36Q: 3 clusters Score -1432557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1432567.250000 Penalty: 4628.905273
	Iteration 37Q: 3 clusters Score -1432567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1432573.750000 Penalty: 4628.905273
	Iteration 38Q: 3 clusters Score -1432574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1432580.875000 Penalty: 4628.905273
	Iteration 39Q: 3 clusters Score -1432581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1432585.000000 Penalty: 4628.905273
	Iteration 40F: 3 clusters Score -1432585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1432585.750000 Penalty: 4628.905273
	Iteration 41Q: 3 clusters Score -1432586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1432585.000000 Penalty: 4628.905273
	Iteration 42Q: 3 clusters Score -1432585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1432588.125000 Penalty: 4628.905273
	Iteration 43Q: 3 clusters Score -1432588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1432591.500000 Penalty: 4628.905273
	Iteration 44Q: 3 clusters Score -1432592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1432592.375000 Penalty: 4628.905273
	Iteration 45Q: 3 clusters Score -1432592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1432594.625000 Penalty: 4628.905273
	Iteration 46Q: 3 clusters Score -1432595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1432595.500000 Penalty: 4628.905273
	Iteration 47Q: 3 clusters Score -1432596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1432596.125000 Penalty: 4628.905273
	Iteration 48Q: 3 clusters Score -1432596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1432596.125000 Penalty: 4628.905273
	Iteration 49F: 3 clusters Score -1432596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Entering Unmasked Estep 
Score: -1574954.125000 Penalty: 2338.051514
	Iteration 0F: 2 clusters Score -1574954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1565760.000000 Penalty: 4676.103027
	Iteration 0F: 3 clusters Score -1565760 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1568552.375000 Penalty: 4676.103027
	Iteration 1F: 3 clusters Score -1568552 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1568984.625000 Penalty: 4676.103027
	Iteration 2F: 3 clusters Score -1568985 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1569380.500000 Penalty: 4676.103027
	Iteration 3F: 3 clusters Score -1569380 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1569794.750000 Penalty: 4676.103027
	Iteration 4F: 3 clusters Score -1569795 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1570250.250000 Penalty: 4676.103027
	Iteration 5F: 3 clusters Score -1570250 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1570723.750000 Penalty: 4676.103027
	Iteration 6F: 3 clusters Score -1570724 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1571149.000000 Penalty: 4676.103027
	Iteration 7F: 3 clusters Score -1571149 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1571564.875000 Penalty: 4676.103027
	Iteration 8Q: 3 clusters Score -1571565 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1571897.875000 Penalty: 4676.103027
	Iteration 9Q: 3 clusters Score -1571898 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1572161.875000 Penalty: 4676.103027
	Iteration 10Q: 3 clusters Score -1572162 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1572351.750000 Penalty: 4676.103027
	Iteration 11Q: 3 clusters Score -1572352 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1572533.625000 Penalty: 4676.103027
	Iteration 12Q: 3 clusters Score -1572534 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1572701.625000 Penalty: 4676.103027
	Iteration 13Q: 3 clusters Score -1572702 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1572853.750000 Penalty: 4676.103027
	Iteration 14Q: 3 clusters Score -1572854 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1572975.250000 Penalty: 4676.103027
	Iteration 15Q: 3 clusters Score -1572975 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1573076.500000 Penalty: 4676.103027
	Iteration 16Q: 3 clusters Score -1573076 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1573148.250000 Penalty: 4676.103027
	Iteration 17Q: 3 clusters Score -1573148 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1573220.000000 Penalty: 4676.103027
	Iteration 18Q: 3 clusters Score -1573220 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1573270.500000 Penalty: 4676.103027
	Iteration 19Q: 3 clusters Score -1573270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1573314.625000 Penalty: 4676.103027
	Iteration 20F: 3 clusters Score -1573315 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1573358.125000 Penalty: 4676.103027
	Iteration 21Q: 3 clusters Score -1573358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1573401.875000 Penalty: 4676.103027
	Iteration 22Q: 3 clusters Score -1573402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1573449.750000 Penalty: 4676.103027
	Iteration 23Q: 3 clusters Score -1573450 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1573479.375000 Penalty: 4676.103027
	Iteration 24Q: 3 clusters Score -1573479 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1573500.375000 Penalty: 4676.103027
	Iteration 25Q: 3 clusters Score -1573500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1573518.375000 Penalty: 4676.103027
	Iteration 26Q: 3 clusters Score -1573518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1573524.125000 Penalty: 4676.103027
	Iteration 27Q: 3 clusters Score -1573524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1573530.375000 Penalty: 4676.103027
	Iteration 28Q: 3 clusters Score -1573530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1573540.500000 Penalty: 4676.103027
	Iteration 29Q: 3 clusters Score -1573540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1573544.750000 Penalty: 4676.103027
	Iteration 30Q: 3 clusters Score -1573545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1573550.625000 Penalty: 4676.103027
	Iteration 31Q: 3 clusters Score -1573551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1573553.875000 Penalty: 4676.103027
	Iteration 32Q: 3 clusters Score -1573554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1573554.375000 Penalty: 4676.103027
	Iteration 33Q: 3 clusters Score -1573554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1573554.375000 Penalty: 4676.103027
	Iteration 34F: 3 clusters Score -1573554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Entering Unmasked Estep 
Score: -801088.750000 Penalty: 2181.003906
	Iteration 0F: 2 clusters Score -801088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -795593.687500 Penalty: 4362.007812
	Iteration 0F: 3 clusters Score -795593.7 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -796950.500000 Penalty: 4362.007812
	Iteration 1F: 3 clusters Score -796950.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -797196.062500 Penalty: 4362.007812
	Iteration 2F: 3 clusters Score -797196.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -797341.937500 Penalty: 4362.007812
	Iteration 3Q: 3 clusters Score -797341.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -797453.312500 Penalty: 4362.007812
	Iteration 4Q: 3 clusters Score -797453.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -797569.000000 Penalty: 4362.007812
	Iteration 5Q: 3 clusters Score -797569 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -797665.875000 Penalty: 4362.007812
	Iteration 6Q: 3 clusters Score -797665.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -797758.375000 Penalty: 4362.007812
	Iteration 7Q: 3 clusters Score -797758.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -797837.437500 Penalty: 4362.007812
	Iteration 8Q: 3 clusters Score -797837.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -797913.187500 Penalty: 4362.007812
	Iteration 9Q: 3 clusters Score -797913.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -798008.875000 Penalty: 4362.007812
	Iteration 10Q: 3 clusters Score -798008.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -798111.000000 Penalty: 4362.007812
	Iteration 11Q: 3 clusters Score -798111 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -798227.812500 Penalty: 4362.007812
	Iteration 12Q: 3 clusters Score -798227.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -798344.187500 Penalty: 4362.007812
	Iteration 13Q: 3 clusters Score -798344.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -798481.500000 Penalty: 4362.007812
	Iteration 14Q: 3 clusters Score -798481.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -798616.500000 Penalty: 4362.007812
	Iteration 15Q: 3 clusters Score -798616.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -798779.812500 Penalty: 4362.007812
	Iteration 16Q: 3 clusters Score -798779.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -798923.875000 Penalty: 4362.007812
	Iteration 17Q: 3 clusters Score -798923.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -799063.562500 Penalty: 4362.007812
	Iteration 18Q: 3 clusters Score -799063.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -799202.937500 Penalty: 4362.007812
	Iteration 19Q: 3 clusters Score -799202.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -799311.312500 Penalty: 4362.007812
	Iteration 20F: 3 clusters Score -799311.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -799409.750000 Penalty: 4362.007812
	Iteration 21Q: 3 clusters Score -799409.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -799480.562500 Penalty: 4362.007812
	Iteration 22Q: 3 clusters Score -799480.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -799527.437500 Penalty: 4362.007812
	Iteration 23Q: 3 clusters Score -799527.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -799573.250000 Penalty: 4362.007812
	Iteration 24Q: 3 clusters Score -799573.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -799617.125000 Penalty: 4362.007812
	Iteration 25Q: 3 clusters Score -799617.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -799644.687500 Penalty: 4362.007812
	Iteration 26Q: 3 clusters Score -799644.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -799665.000000 Penalty: 4362.007812
	Iteration 27Q: 3 clusters Score -799665 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -799679.875000 Penalty: 4362.007812
	Iteration 28Q: 3 clusters Score -799679.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -799689.375000 Penalty: 4362.007812
	Iteration 29Q: 3 clusters Score -799689.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -799695.000000 Penalty: 4362.007812
	Iteration 30Q: 3 clusters Score -799695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -799699.187500 Penalty: 4362.007812
	Iteration 31Q: 3 clusters Score -799699.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -799702.687500 Penalty: 4362.007812
	Iteration 32Q: 3 clusters Score -799702.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -799709.750000 Penalty: 4362.007812
	Iteration 33Q: 3 clusters Score -799709.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -799712.937500 Penalty: 4362.007812
	Iteration 34Q: 3 clusters Score -799712.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -799715.875000 Penalty: 4362.007812
	Iteration 35Q: 3 clusters Score -799715.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -799716.312500 Penalty: 4362.007812
	Iteration 36Q: 3 clusters Score -799716.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -799717.375000 Penalty: 4362.007812
	Iteration 37Q: 3 clusters Score -799717.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -799717.250000 Penalty: 4362.007812
	Iteration 38Q: 3 clusters Score -799717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -799720.000000 Penalty: 4362.007812
	Iteration 39Q: 3 clusters Score -799720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -799722.937500 Penalty: 4362.007812
	Iteration 40F: 3 clusters Score -799722.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -799722.875000 Penalty: 4362.007812
	Iteration 41Q: 3 clusters Score -799722.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -799724.000000 Penalty: 4362.007812
	Iteration 42Q: 3 clusters Score -799724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -799723.812500 Penalty: 4362.007812
	Iteration 43Q: 3 clusters Score -799723.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -799725.437500 Penalty: 4362.007812
	Iteration 44Q: 3 clusters Score -799725.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -799726.250000 Penalty: 4362.007812
	Iteration 45Q: 3 clusters Score -799726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -799727.125000 Penalty: 4362.007812
	Iteration 46Q: 3 clusters Score -799727.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -799727.437500 Penalty: 4362.007812
	Iteration 47Q: 3 clusters Score -799727.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -799726.500000 Penalty: 4362.007812
	Iteration 48Q: 3 clusters Score -799726.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -799727.750000 Penalty: 4362.007812
	Iteration 49Q: 3 clusters Score -799727.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -799728.000000 Penalty: 4362.007812
	Iteration 50Q: 3 clusters Score -799728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -799730.125000 Penalty: 4362.007812
	Iteration 51Q: 3 clusters Score -799730.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -799729.562500 Penalty: 4362.007812
	Iteration 52Q: 3 clusters Score -799729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -799732.437500 Penalty: 4362.007812
	Iteration 53Q: 3 clusters Score -799732.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -799733.125000 Penalty: 4362.007812
	Iteration 54Q: 3 clusters Score -799733.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -799732.875000 Penalty: 4362.007812
	Iteration 55Q: 3 clusters Score -799732.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -799731.500000 Penalty: 4362.007812
	Iteration 56Q: 3 clusters Score -799731.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -799732.500000 Penalty: 4362.007812
	Iteration 57Q: 3 clusters Score -799732.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -799734.500000 Penalty: 4362.007812
	Iteration 58Q: 3 clusters Score -799734.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -799733.187500 Penalty: 4362.007812
	Iteration 59Q: 3 clusters Score -799733.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -799734.687500 Penalty: 4362.007812
	Iteration 60F: 3 clusters Score -799734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -799735.437500 Penalty: 4362.007812
	Iteration 61Q: 3 clusters Score -799735.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -799735.500000 Penalty: 4362.007812
	Iteration 62Q: 3 clusters Score -799735.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -799737.187500 Penalty: 4362.007812
	Iteration 63Q: 3 clusters Score -799737.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -799739.250000 Penalty: 4362.007812
	Iteration 64Q: 3 clusters Score -799739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -799739.625000 Penalty: 4362.007812
	Iteration 65Q: 3 clusters Score -799739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -799738.000000 Penalty: 4362.007812
	Iteration 66Q: 3 clusters Score -799738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -799738.875000 Penalty: 4362.007812
	Iteration 67Q: 3 clusters Score -799738.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -799738.875000 Penalty: 4362.007812
	Iteration 68F: 3 clusters Score -799738.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -82671.742188 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -82671.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81014.828125 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -81014.83 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -81261.093750 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -81261.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81335.054688 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -81335.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81366.031250 Penalty: 3242.917236
	Iteration 3Q: 3 clusters Score -81366.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -81412.343750 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -81412.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -81449.765625 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -81449.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -81478.078125 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -81478.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81501.601562 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -81501.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -81521.562500 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -81521.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -81535.382812 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -81535.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -81539.539062 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -81539.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81542.671875 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -81542.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -81543.320312 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -81543.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -81543.320312 Penalty: 3242.917236
	Iteration 13F: 3 clusters Score -81543.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (50121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Entering Unmasked Estep 
Score: -6449879.000000 Penalty: 2683.904297
	Iteration 0F: 2 clusters Score -6449879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -6416279.500000 Penalty: 5367.808594
	Iteration 0F: 3 clusters Score -6416280 nChanged 23194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -6428921.000000 Penalty: 5367.808594
	Iteration 1F: 3 clusters Score -6428921 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -6429568.500000 Penalty: 5367.808594
	Iteration 2Q: 3 clusters Score -6429568 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -6430159.500000 Penalty: 5367.808594
	Iteration 3Q: 3 clusters Score -6430160 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -6430967.000000 Penalty: 5367.808594
	Iteration 4Q: 3 clusters Score -6430967 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -6431957.000000 Penalty: 5367.808594
	Iteration 5Q: 3 clusters Score -6431957 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -6433223.500000 Penalty: 5367.808594
	Iteration 6Q: 3 clusters Score -6433224 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -6434650.500000 Penalty: 5367.808594
	Iteration 7F: 3 clusters Score -6434650 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -6436403.000000 Penalty: 5367.808594
	Iteration 8F: 3 clusters Score -6436403 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -6438274.000000 Penalty: 5367.808594
	Iteration 9F: 3 clusters Score -6438274 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -6440068.500000 Penalty: 5367.808594
	Iteration 10F: 3 clusters Score -6440068 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -6441665.000000 Penalty: 5367.808594
	Iteration 11F: 3 clusters Score -6441665 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -6442692.500000 Penalty: 5367.808594
	Iteration 12Q: 3 clusters Score -6442692 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -6443387.500000 Penalty: 5367.808594
	Iteration 13Q: 3 clusters Score -6443388 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -6443908.000000 Penalty: 5367.808594
	Iteration 14Q: 3 clusters Score -6443908 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -6444300.500000 Penalty: 5367.808594
	Iteration 15Q: 3 clusters Score -6444300 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -6444634.000000 Penalty: 5367.808594
	Iteration 16Q: 3 clusters Score -6444634 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -6444972.500000 Penalty: 5367.808594
	Iteration 17Q: 3 clusters Score -6444972 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -6445342.500000 Penalty: 5367.808594
	Iteration 18Q: 3 clusters Score -6445342 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -6445697.000000 Penalty: 5367.808594
	Iteration 19Q: 3 clusters Score -6445697 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -6446083.500000 Penalty: 5367.808594
	Iteration 20F: 3 clusters Score -6446084 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -6446440.000000 Penalty: 5367.808594
	Iteration 21Q: 3 clusters Score -6446440 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -6446757.500000 Penalty: 5367.808594
	Iteration 22Q: 3 clusters Score -6446758 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -6446993.500000 Penalty: 5367.808594
	Iteration 23Q: 3 clusters Score -6446994 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -6447229.000000 Penalty: 5367.808594
	Iteration 24Q: 3 clusters Score -6447229 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -6447400.000000 Penalty: 5367.808594
	Iteration 25Q: 3 clusters Score -6447400 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -6447587.000000 Penalty: 5367.808594
	Iteration 26Q: 3 clusters Score -6447587 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -6447725.000000 Penalty: 5367.808594
	Iteration 27Q: 3 clusters Score -6447725 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -6447855.000000 Penalty: 5367.808594
	Iteration 28Q: 3 clusters Score -6447855 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -6447964.000000 Penalty: 5367.808594
	Iteration 29Q: 3 clusters Score -6447964 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -6448064.000000 Penalty: 5367.808594
	Iteration 30Q: 3 clusters Score -6448064 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -6448143.000000 Penalty: 5367.808594
	Iteration 31Q: 3 clusters Score -6448143 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -6448233.000000 Penalty: 5367.808594
	Iteration 32Q: 3 clusters Score -6448233 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -6448299.000000 Penalty: 5367.808594
	Iteration 33Q: 3 clusters Score -6448299 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -6448332.500000 Penalty: 5367.808594
	Iteration 34Q: 3 clusters Score -6448332 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -6448347.500000 Penalty: 5367.808594
	Iteration 35Q: 3 clusters Score -6448348 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -6448414.500000 Penalty: 5367.808594
	Iteration 36Q: 3 clusters Score -6448414 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -6448437.000000 Penalty: 5367.808594
	Iteration 37Q: 3 clusters Score -6448437 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -6448492.000000 Penalty: 5367.808594
	Iteration 38Q: 3 clusters Score -6448492 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -6448503.500000 Penalty: 5367.808594
	Iteration 39Q: 3 clusters Score -6448504 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -6448546.000000 Penalty: 5367.808594
	Iteration 40F: 3 clusters Score -6448546 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -6448557.500000 Penalty: 5367.808594
	Iteration 41Q: 3 clusters Score -6448558 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -6448571.500000 Penalty: 5367.808594
	Iteration 42Q: 3 clusters Score -6448572 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -6448593.500000 Penalty: 5367.808594
	Iteration 43Q: 3 clusters Score -6448594 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -6448599.000000 Penalty: 5367.808594
	Iteration 44Q: 3 clusters Score -6448599 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -6448612.500000 Penalty: 5367.808594
	Iteration 45Q: 3 clusters Score -6448612 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -6448610.500000 Penalty: 5367.808594
	Iteration 46Q: 3 clusters Score -6448610 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -6448620.500000 Penalty: 5367.808594
	Iteration 47Q: 3 clusters Score -6448620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -6448636.000000 Penalty: 5367.808594
	Iteration 48Q: 3 clusters Score -6448636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -6448650.000000 Penalty: 5367.808594
	Iteration 49Q: 3 clusters Score -6448650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -6448653.000000 Penalty: 5367.808594
	Iteration 50Q: 3 clusters Score -6448653 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -6448658.500000 Penalty: 5367.808594
	Iteration 51Q: 3 clusters Score -6448658 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -6448660.500000 Penalty: 5367.808594
	Iteration 52Q: 3 clusters Score -6448660 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -6448658.000000 Penalty: 5367.808594
	Iteration 53Q: 3 clusters Score -6448658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -6448662.500000 Penalty: 5367.808594
	Iteration 54Q: 3 clusters Score -6448662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -6448653.000000 Penalty: 5367.808594
	Iteration 55Q: 3 clusters Score -6448653 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -6448670.000000 Penalty: 5367.808594
	Iteration 56Q: 3 clusters Score -6448670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -6448672.000000 Penalty: 5367.808594
	Iteration 57Q: 3 clusters Score -6448672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -6448667.000000 Penalty: 5367.808594
	Iteration 58Q: 3 clusters Score -6448667 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -6448671.500000 Penalty: 5367.808594
	Iteration 59Q: 3 clusters Score -6448672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -6448663.500000 Penalty: 5367.808594
	Iteration 60F: 3 clusters Score -6448664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -6448662.000000 Penalty: 5367.808594
	Iteration 61Q: 3 clusters Score -6448662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -6448661.000000 Penalty: 5367.808594
	Iteration 62Q: 3 clusters Score -6448661 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -6448671.000000 Penalty: 5367.808594
	Iteration 63Q: 3 clusters Score -6448671 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -6448667.500000 Penalty: 5367.808594
	Iteration 64Q: 3 clusters Score -6448668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -6448674.000000 Penalty: 5367.808594
	Iteration 65Q: 3 clusters Score -6448674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -6448681.500000 Penalty: 5367.808594
	Iteration 66Q: 3 clusters Score -6448682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -6448682.500000 Penalty: 5367.808594
	Iteration 67Q: 3 clusters Score -6448682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6448688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6448708 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6448694 nChanged 31
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Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6448698 nChanged 37
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Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6448693 nChanged 35
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Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6448712 nChanged 33
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Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6448706 nChanged 37
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Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6448728 nChanged 43
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Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6448716 nChanged 37
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Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6448712 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6448730 nChanged 44
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Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6448738 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6448722 nChanged 44
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Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6448730 nChanged 39
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Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6448736 nChanged 37
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Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6448732 nChanged 30
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Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6448722 nChanged 36
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Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6448736 nChanged 38
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Mstep: Class 1 contains 42577 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6448742 nChanged 36
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Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6448738 nChanged 19
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Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6448740 nChanged 23
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Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6448746 nChanged 34
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Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6448756 nChanged 36
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Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6448764 nChanged 32
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Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6448772 nChanged 29
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Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6448772 nChanged 34
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Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6448778 nChanged 38
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Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6448770 nChanged 31
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Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6448775 nChanged 32
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Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6448779 nChanged 30
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Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6448800 nChanged 23
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Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6448790 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6448794 nChanged 23
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Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6448798 nChanged 18
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Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6448797 nChanged 16
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Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6448794 nChanged 17
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Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6448789 nChanged 18
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Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6448804 nChanged 23
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Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6448804 nChanged 23
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Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6448810 nChanged 23
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Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6448807 nChanged 15
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Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6448814 nChanged 15
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Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6448824 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6448826 nChanged 14
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Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6448821 nChanged 14
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Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6448815 nChanged 20
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Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6448820 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6448828 nChanged 17
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Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6448828 nChanged 15
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Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6448835 nChanged 15
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Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6448840 nChanged 21
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Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 6802 members 
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	Iteration 120F: 3 clusters Score -6448846 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6448850 nChanged 21
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Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6448849 nChanged 20
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Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6448843 nChanged 20
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Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6448834 nChanged 16
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Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6448832 nChanged 14
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Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6448842 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6448838 nChanged 20
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Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6448830 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6448834 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6448840 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6448840 nChanged 28
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Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6448845 nChanged 22
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Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 6529 members 
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	Iteration 133Q: 3 clusters Score -6448860 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 6512 members 
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	Iteration 134Q: 3 clusters Score -6448859 nChanged 19
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Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6448863 nChanged 21
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Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 6472 members 
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	Iteration 136Q: 3 clusters Score -6448847 nChanged 22
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Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 6450 members 
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	Iteration 137Q: 3 clusters Score -6448864 nChanged 21
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Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 6431 members 
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	Iteration 138Q: 3 clusters Score -6448866 nChanged 19
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Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6448868 nChanged 18
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Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -6448884.500000 Penalty: 5367.808594
	Iteration 140F: 3 clusters Score -6448884 nChanged 10
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Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6448878 nChanged 9
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Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6448878 nChanged 7
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Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6448879 nChanged 16
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Mstep: Class 1 contains 43769 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6448892 nChanged 12
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Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6448886 nChanged 18
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Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 6324 members 
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	Iteration 146Q: 3 clusters Score -6448891 nChanged 9
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Mstep: Class 1 contains 43806 members 
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	Iteration 147Q: 3 clusters Score -6448897 nChanged 5
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Mstep: Class 1 contains 43811 members 
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	Iteration 148Q: 3 clusters Score -6448890 nChanged 6
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Mstep: Class 1 contains 43817 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6448896 nChanged 5
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Mstep: Class 1 contains 43822 members 
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	Iteration 150Q: 3 clusters Score -6448896 nChanged 4
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Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 6295 members 
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	Iteration 151Q: 3 clusters Score -6448893 nChanged 7
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Mstep: Class 1 contains 43833 members 
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	Iteration 152Q: 3 clusters Score -6448894 nChanged 11
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Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 6277 members 
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	Iteration 153Q: 3 clusters Score -6448896 nChanged 11
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	Iteration 154Q: 3 clusters Score -6448900 nChanged 12
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	Iteration 155Q: 3 clusters Score -6448909 nChanged 10
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Mstep: Class 1 contains 43877 members 
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	Iteration 156Q: 3 clusters Score -6448904 nChanged 10
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Mstep: Class 1 contains 43887 members 
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	Iteration 157Q: 3 clusters Score -6448910 nChanged 12
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -6448914 nChanged 8
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	Iteration 159Q: 3 clusters Score -6448910 nChanged 14
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Mstep: Class 1 contains 43917 members 
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Entering Unmasked Estep 
Score: -6448921.500000 Penalty: 5367.808594
	Iteration 160F: 3 clusters Score -6448922 nChanged 14
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6448926 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6448916 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6448920 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6448924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -6448920 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -6448924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -6448918.500000 Penalty: 5367.808594
	Iteration 167Q: 3 clusters Score -6448918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6448912 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6448921 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -6448910 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6448918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -6448917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -6448922.500000 Penalty: 5367.808594
	Iteration 173Q: 3 clusters Score -6448922 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -6448945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6448934 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -6448931.500000 Penalty: 5367.808594
	Iteration 176Q: 3 clusters Score -6448932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -6448938 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6448941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6448937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -6448952.500000 Penalty: 5367.808594
	Iteration 180F: 3 clusters Score -6448952 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -6448962.500000 Penalty: 5367.808594
	Iteration 181Q: 3 clusters Score -6448962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6448966 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -6448957 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -6448958 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6448977 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -6448986 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -6449006 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6449017 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6449012 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -6449024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -6449016.500000 Penalty: 5367.808594
	Iteration 191Q: 3 clusters Score -6449016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -6449019.000000 Penalty: 5367.808594
	Iteration 192Q: 3 clusters Score -6449019 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -6449026 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -6449026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -6449046.000000 Penalty: 5367.808594
	Iteration 195Q: 3 clusters Score -6449046 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -6449060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -6449048.500000 Penalty: 5367.808594
	Iteration 197Q: 3 clusters Score -6449048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -6449055.000000 Penalty: 5367.808594
	Iteration 198Q: 3 clusters Score -6449055 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -6449073 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -6449098 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -6449108.500000 Penalty: 5367.808594
	Iteration 201Q: 3 clusters Score -6449108 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -6449123.000000 Penalty: 5367.808594
	Iteration 202Q: 3 clusters Score -6449123 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -6449133.500000 Penalty: 5367.808594
	Iteration 203Q: 3 clusters Score -6449134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -6449145.500000 Penalty: 5367.808594
	Iteration 204Q: 3 clusters Score -6449146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -6449170.500000 Penalty: 5367.808594
	Iteration 205Q: 3 clusters Score -6449170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -6449166.000000 Penalty: 5367.808594
	Iteration 206Q: 3 clusters Score -6449166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -6449176.000000 Penalty: 5367.808594
	Iteration 207Q: 3 clusters Score -6449176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -6449182.500000 Penalty: 5367.808594
	Iteration 208Q: 3 clusters Score -6449182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -6449176.500000 Penalty: 5367.808594
	Iteration 209Q: 3 clusters Score -6449176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -6449171.500000 Penalty: 5367.808594
	Iteration 210Q: 3 clusters Score -6449172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -6449171.500000 Penalty: 5367.808594
	Iteration 211Q: 3 clusters Score -6449172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -6449173.500000 Penalty: 5367.808594
	Iteration 212Q: 3 clusters Score -6449174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -6449188.500000 Penalty: 5367.808594
	Iteration 213Q: 3 clusters Score -6449188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -6449181.000000 Penalty: 5367.808594
	Iteration 214Q: 3 clusters Score -6449181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -6449191.000000 Penalty: 5367.808594
	Iteration 215Q: 3 clusters Score -6449191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -6449181.500000 Penalty: 5367.808594
	Iteration 216Q: 3 clusters Score -6449182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -6449179.500000 Penalty: 5367.808594
	Iteration 217Q: 3 clusters Score -6449180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -6449182.000000 Penalty: 5367.808594
	Iteration 218Q: 3 clusters Score -6449182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -6449175.500000 Penalty: 5367.808594
	Iteration 219Q: 3 clusters Score -6449176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -6449178.500000 Penalty: 5367.808594
	Iteration 220F: 3 clusters Score -6449178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -6449179.000000 Penalty: 5367.808594
	Iteration 221Q: 3 clusters Score -6449179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -6449175.000000 Penalty: 5367.808594
	Iteration 222Q: 3 clusters Score -6449175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -6449181.500000 Penalty: 5367.808594
	Iteration 223Q: 3 clusters Score -6449182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -6449186.000000 Penalty: 5367.808594
	Iteration 224Q: 3 clusters Score -6449186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -6449189.500000 Penalty: 5367.808594
	Iteration 225Q: 3 clusters Score -6449190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -6449182.500000 Penalty: 5367.808594
	Iteration 226Q: 3 clusters Score -6449182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -6449183.000000 Penalty: 5367.808594
	Iteration 227Q: 3 clusters Score -6449183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -6449176.000000 Penalty: 5367.808594
	Iteration 228Q: 3 clusters Score -6449176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -6449177.500000 Penalty: 5367.808594
	Iteration 229Q: 3 clusters Score -6449178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -6449175.500000 Penalty: 5367.808594
	Iteration 230Q: 3 clusters Score -6449176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -6449175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -6449178.500000 Penalty: 5367.808594
	Iteration 232Q: 3 clusters Score -6449178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -6449182.500000 Penalty: 5367.808594
	Iteration 233Q: 3 clusters Score -6449182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -6449184.500000 Penalty: 5367.808594
	Iteration 234Q: 3 clusters Score -6449184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -6449180.500000 Penalty: 5367.808594
	Iteration 235Q: 3 clusters Score -6449180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -6449186.500000 Penalty: 5367.808594
	Iteration 236Q: 3 clusters Score -6449186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -6449183.500000 Penalty: 5367.808594
	Iteration 237Q: 3 clusters Score -6449184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -6449188.000000 Penalty: 5367.808594
	Iteration 238Q: 3 clusters Score -6449188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -6449190 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -6449190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3255 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -376538.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -373154.031250 Penalty: 4011.622070
	Iteration 0F: 3 clusters Score -373154 nChanged 1120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -373932.6 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -374170 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -374325.718750 Penalty: 4011.622070
	Iteration 3F: 3 clusters Score -374325.7 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -374486.125000 Penalty: 4011.622070
	Iteration 4Q: 3 clusters Score -374486.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -374657.437500 Penalty: 4011.622070
	Iteration 5F: 3 clusters Score -374657.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -374812.843750 Penalty: 4011.622070
	Iteration 6Q: 3 clusters Score -374812.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -374948.000000 Penalty: 4011.622070
	Iteration 7Q: 3 clusters Score -374948 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -375055.906250 Penalty: 4011.622070
	Iteration 8Q: 3 clusters Score -375055.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -375167.875000 Penalty: 4011.622070
	Iteration 9Q: 3 clusters Score -375167.9 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -375266.906250 Penalty: 4011.622070
	Iteration 10Q: 3 clusters Score -375266.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -375368.531250 Penalty: 4011.622070
	Iteration 11Q: 3 clusters Score -375368.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -375456.343750 Penalty: 4011.622070
	Iteration 12Q: 3 clusters Score -375456.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -375550.906250 Penalty: 4011.622070
	Iteration 13Q: 3 clusters Score -375550.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -375627.500000 Penalty: 4011.622070
	Iteration 14Q: 3 clusters Score -375627.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -375680.406250 Penalty: 4011.622070
	Iteration 15Q: 3 clusters Score -375680.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -375713.031250 Penalty: 4011.622070
	Iteration 16Q: 3 clusters Score -375713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -375734.718750 Penalty: 4011.622070
	Iteration 17Q: 3 clusters Score -375734.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -375737.562500 Penalty: 4011.622070
	Iteration 18Q: 3 clusters Score -375737.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -375739.156250 Penalty: 4011.622070
	Iteration 19Q: 3 clusters Score -375739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -375740.062500 Penalty: 4011.622070
	Iteration 20F: 3 clusters Score -375740.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -375741.468750 Penalty: 4011.622070
	Iteration 21Q: 3 clusters Score -375741.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -375741.062500 Penalty: 4011.622070
	Iteration 22Q: 3 clusters Score -375741.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -375741.062500 Penalty: 4011.622070
	Iteration 23F: 3 clusters Score -375741.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Entering Unmasked Estep 
Score: -1928127.000000 Penalty: 2380.837158
	Iteration 0F: 2 clusters Score -1928127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1917370.250000 Penalty: 4761.674316
	Iteration 0F: 3 clusters Score -1917370 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1920752.375000 Penalty: 4761.674316
	Iteration 1F: 3 clusters Score -1920752 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1921118.625000 Penalty: 4761.674316
	Iteration 2F: 3 clusters Score -1921119 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1921390.375000 Penalty: 4761.674316
	Iteration 3Q: 3 clusters Score -1921390 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1921587.625000 Penalty: 4761.674316
	Iteration 4Q: 3 clusters Score -1921588 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1921744.750000 Penalty: 4761.674316
	Iteration 5Q: 3 clusters Score -1921745 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1921869.625000 Penalty: 4761.674316
	Iteration 6Q: 3 clusters Score -1921870 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1922000.250000 Penalty: 4761.674316
	Iteration 7Q: 3 clusters Score -1922000 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1922145.250000 Penalty: 4761.674316
	Iteration 8Q: 3 clusters Score -1922145 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1922266.625000 Penalty: 4761.674316
	Iteration 9Q: 3 clusters Score -1922267 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1922401.875000 Penalty: 4761.674316
	Iteration 10Q: 3 clusters Score -1922402 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1922577.625000 Penalty: 4761.674316
	Iteration 11Q: 3 clusters Score -1922578 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1922831.375000 Penalty: 4761.674316
	Iteration 12Q: 3 clusters Score -1922831 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1923118.125000 Penalty: 4761.674316
	Iteration 13Q: 3 clusters Score -1923118 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1923466.875000 Penalty: 4761.674316
	Iteration 14Q: 3 clusters Score -1923467 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1923856.000000 Penalty: 4761.674316
	Iteration 15Q: 3 clusters Score -1923856 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1924276.875000 Penalty: 4761.674316
	Iteration 16Q: 3 clusters Score -1924277 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1924736.875000 Penalty: 4761.674316
	Iteration 17Q: 3 clusters Score -1924737 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1925138.875000 Penalty: 4761.674316
	Iteration 18Q: 3 clusters Score -1925139 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1925462.000000 Penalty: 4761.674316
	Iteration 19Q: 3 clusters Score -1925462 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1925702.500000 Penalty: 4761.674316
	Iteration 20F: 3 clusters Score -1925702 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1925860.500000 Penalty: 4761.674316
	Iteration 21Q: 3 clusters Score -1925860 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1925965.500000 Penalty: 4761.674316
	Iteration 22Q: 3 clusters Score -1925966 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1926026.500000 Penalty: 4761.674316
	Iteration 23Q: 3 clusters Score -1926026 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1926069.625000 Penalty: 4761.674316
	Iteration 24Q: 3 clusters Score -1926070 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1926100.250000 Penalty: 4761.674316
	Iteration 25Q: 3 clusters Score -1926100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1926120.000000 Penalty: 4761.674316
	Iteration 26Q: 3 clusters Score -1926120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1926136.375000 Penalty: 4761.674316
	Iteration 27Q: 3 clusters Score -1926136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1926148.000000 Penalty: 4761.674316
	Iteration 28Q: 3 clusters Score -1926148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1926159.625000 Penalty: 4761.674316
	Iteration 29Q: 3 clusters Score -1926160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1926164.625000 Penalty: 4761.674316
	Iteration 30Q: 3 clusters Score -1926165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1926176.000000 Penalty: 4761.674316
	Iteration 31Q: 3 clusters Score -1926176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1926182.625000 Penalty: 4761.674316
	Iteration 32Q: 3 clusters Score -1926183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1926186.750000 Penalty: 4761.674316
	Iteration 33Q: 3 clusters Score -1926187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1926186.875000 Penalty: 4761.674316
	Iteration 34Q: 3 clusters Score -1926187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1926188.750000 Penalty: 4761.674316
	Iteration 35Q: 3 clusters Score -1926189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1926190.500000 Penalty: 4761.674316
	Iteration 36Q: 3 clusters Score -1926190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1926196.250000 Penalty: 4761.674316
	Iteration 37Q: 3 clusters Score -1926196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1926198.750000 Penalty: 4761.674316
	Iteration 38Q: 3 clusters Score -1926199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1926200.875000 Penalty: 4761.674316
	Iteration 39Q: 3 clusters Score -1926201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1926198.625000 Penalty: 4761.674316
	Iteration 40F: 3 clusters Score -1926199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15114 members 
Mstep: Class 9 contains 78445 members 
Mstep: Class 10 contains 18348 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 13065 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140630 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57085 members 
Mstep: Class 18 contains 97683 members 
Mstep: Class 19 contains 8235 members 
Mstep: Class 20 contains 179385 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85058 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 28117 members 
Mstep: Class 26 contains 40963 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9206 members 
Mstep: Class 30 contains 179683 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11299 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50121 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646032.000000 Penalty: 132019.453125
Iteration 159Q: 39 clusters Score -1.50646e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15114 members 
Mstep: Class 9 contains 78445 members 
Mstep: Class 10 contains 18347 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 13065 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140629 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57085 members 
Mstep: Class 18 contains 97683 members 
Mstep: Class 19 contains 8236 members 
Mstep: Class 20 contains 179386 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85058 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 28109 members 
Mstep: Class 26 contains 40963 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9207 members 
Mstep: Class 30 contains 179689 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11299 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50122 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646096.000000 Penalty: 132019.453125
Iteration 160F: 39 clusters Score -1.506461e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15114 members 
Mstep: Class 9 contains 78445 members 
Mstep: Class 10 contains 18347 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 13065 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140629 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57085 members 
Mstep: Class 18 contains 97682 members 
Mstep: Class 19 contains 8237 members 
Mstep: Class 20 contains 179389 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85062 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 28096 members 
Mstep: Class 26 contains 40963 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9207 members 
Mstep: Class 30 contains 179697 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 11299 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50120 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646032.000000 Penalty: 132019.453125
Iteration 161Q: 39 clusters Score -1.50646e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15114 members 
Mstep: Class 9 contains 78445 members 
Mstep: Class 10 contains 18347 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 13065 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140628 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57085 members 
Mstep: Class 18 contains 97682 members 
Mstep: Class 19 contains 8238 members 
Mstep: Class 20 contains 179390 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85065 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 28089 members 
Mstep: Class 26 contains 40963 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9207 members 
Mstep: Class 30 contains 179698 members 
Mstep: Class 31 contains 2671 members 
Mstep: Class 32 contains 11299 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50120 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646032.000000 Penalty: 132019.453125
Iteration 162Q: 39 clusters Score -1.50646e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15114 members 
Mstep: Class 9 contains 78446 members 
Mstep: Class 10 contains 18347 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 13065 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140628 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57084 members 
Mstep: Class 18 contains 97682 members 
Mstep: Class 19 contains 8238 members 
Mstep: Class 20 contains 179389 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85069 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 28082 members 
Mstep: Class 26 contains 40963 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9207 members 
Mstep: Class 30 contains 179697 members 
Mstep: Class 31 contains 2671 members 
Mstep: Class 32 contains 11299 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50122 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646016.000000 Penalty: 132019.453125
Iteration 163Q: 39 clusters Score -1.50646e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15114 members 
Mstep: Class 9 contains 78446 members 
Mstep: Class 10 contains 18347 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 13065 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140627 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57083 members 
Mstep: Class 18 contains 97682 members 
Mstep: Class 19 contains 8238 members 
Mstep: Class 20 contains 179389 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85072 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 28073 members 
Mstep: Class 26 contains 40964 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9207 members 
Mstep: Class 30 contains 179702 members 
Mstep: Class 31 contains 2672 members 
Mstep: Class 32 contains 11299 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50121 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645984.000000 Penalty: 132019.453125
Iteration 164Q: 39 clusters Score -1.50646e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15114 members 
Mstep: Class 9 contains 78446 members 
Mstep: Class 10 contains 18347 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 13065 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140627 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57083 members 
Mstep: Class 18 contains 97682 members 
Mstep: Class 19 contains 8238 members 
Mstep: Class 20 contains 179389 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85073 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 28064 members 
Mstep: Class 26 contains 40965 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9207 members 
Mstep: Class 30 contains 179706 members 
Mstep: Class 31 contains 2673 members 
Mstep: Class 32 contains 11299 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50122 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645968.000000 Penalty: 132019.453125
Iteration 165Q: 39 clusters Score -1.50646e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 18969 members 
Mstep: Class 8 contains 15114 members 
Mstep: Class 9 contains 78446 members 
Mstep: Class 10 contains 18347 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 13065 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140627 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57083 members 
Mstep: Class 18 contains 97682 members 
Mstep: Class 19 contains 8238 members 
Mstep: Class 20 contains 179391 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85074 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 28061 members 
Mstep: Class 26 contains 40965 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9207 members 
Mstep: Class 30 contains 179705 members 
Mstep: Class 31 contains 2673 members 
Mstep: Class 32 contains 11299 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50121 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645936.000000 Penalty: 132019.453125
Iteration 166Q: 39 clusters Score -1.506459e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2753 members 
Mstep: Class 7 contains 18970 members 
Mstep: Class 8 contains 15114 members 
Mstep: Class 9 contains 78446 members 
Mstep: Class 10 contains 18347 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 13065 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140627 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57083 members 
Mstep: Class 18 contains 97682 members 
Mstep: Class 19 contains 8238 members 
Mstep: Class 20 contains 179392 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85074 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 28059 members 
Mstep: Class 26 contains 40965 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9207 members 
Mstep: Class 30 contains 179705 members 
Mstep: Class 31 contains 2673 members 
Mstep: Class 32 contains 11299 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50122 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646000.000000 Penalty: 132019.453125
Iteration 167Q: 39 clusters Score -1.50646e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2753 members 
Mstep: Class 7 contains 18971 members 
Mstep: Class 8 contains 15114 members 
Mstep: Class 9 contains 78446 members 
Mstep: Class 10 contains 18347 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 13065 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140627 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57082 members 
Mstep: Class 18 contains 97682 members 
Mstep: Class 19 contains 8238 members 
Mstep: Class 20 contains 179393 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85074 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 28059 members 
Mstep: Class 26 contains 40965 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9207 members 
Mstep: Class 30 contains 179703 members 
Mstep: Class 31 contains 2673 members 
Mstep: Class 32 contains 11299 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50123 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646016.000000 Penalty: 132019.453125
Iteration 168Q: 39 clusters Score -1.50646e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2753 members 
Mstep: Class 7 contains 18972 members 
Mstep: Class 8 contains 15114 members 
Mstep: Class 9 contains 78446 members 
Mstep: Class 10 contains 18347 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 13065 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140628 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57081 members 
Mstep: Class 18 contains 97682 members 
Mstep: Class 19 contains 8238 members 
Mstep: Class 20 contains 179394 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85075 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 28058 members 
Mstep: Class 26 contains 40965 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9207 members 
Mstep: Class 30 contains 179701 members 
Mstep: Class 31 contains 2673 members 
Mstep: Class 32 contains 11299 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50124 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646016.000000 Penalty: 132019.453125
Iteration 169Q: 39 clusters Score -1.50646e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2753 members 
Mstep: Class 7 contains 18972 members 
Mstep: Class 8 contains 15114 members 
Mstep: Class 9 contains 78446 members 
Mstep: Class 10 contains 18347 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 13065 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140628 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57080 members 
Mstep: Class 18 contains 97682 members 
Mstep: Class 19 contains 8238 members 
Mstep: Class 20 contains 179396 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85075 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 28058 members 
Mstep: Class 26 contains 40965 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9207 members 
Mstep: Class 30 contains 179699 members 
Mstep: Class 31 contains 2673 members 
Mstep: Class 32 contains 11299 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50124 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646016.000000 Penalty: 132019.453125
Iteration 170Q: 39 clusters Score -1.50646e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2753 members 
Mstep: Class 7 contains 18972 members 
Mstep: Class 8 contains 15114 members 
Mstep: Class 9 contains 78446 members 
Mstep: Class 10 contains 18347 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 13065 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140628 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57080 members 
Mstep: Class 18 contains 97682 members 
Mstep: Class 19 contains 8238 members 
Mstep: Class 20 contains 179396 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 85075 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 28058 members 
Mstep: Class 26 contains 40965 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9207 members 
Mstep: Class 30 contains 179699 members 
Mstep: Class 31 contains 2673 members 
Mstep: Class 32 contains 11299 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50124 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646016.000000 Penalty: 132019.453125
Iteration 171F: 39 clusters Score -1.50646e+08 nChanged 0
Entering ConstructFrom: 
Score: -150646016.000000 Penalty: 132019.453125
Entering ConstructFrom: 
Trying to split cluster 1 (12447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Entering Unmasked Estep 
Score: -1555832.125000 Penalty: 2338.450195
	Iteration 0F: 2 clusters Score -1555832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1546631.625000 Penalty: 4676.900391
	Iteration 0F: 3 clusters Score -1546632 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1549552.625000 Penalty: 4676.900391
	Iteration 1F: 3 clusters Score -1549553 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1549963.000000 Penalty: 4676.900391
	Iteration 2F: 3 clusters Score -1549963 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1550282.750000 Penalty: 4676.900391
	Iteration 3F: 3 clusters Score -1550283 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1550593.125000 Penalty: 4676.900391
	Iteration 4F: 3 clusters Score -1550593 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1550886.250000 Penalty: 4676.900391
	Iteration 5Q: 3 clusters Score -1550886 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1551182.750000 Penalty: 4676.900391
	Iteration 6Q: 3 clusters Score -1551183 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1551465.125000 Penalty: 4676.900391
	Iteration 7Q: 3 clusters Score -1551465 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1551728.750000 Penalty: 4676.900391
	Iteration 8Q: 3 clusters Score -1551729 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1551995.125000 Penalty: 4676.900391
	Iteration 9Q: 3 clusters Score -1551995 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1552276.500000 Penalty: 4676.900391
	Iteration 10Q: 3 clusters Score -1552276 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1552550.625000 Penalty: 4676.900391
	Iteration 11Q: 3 clusters Score -1552551 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1552805.125000 Penalty: 4676.900391
	Iteration 12Q: 3 clusters Score -1552805 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1553044.000000 Penalty: 4676.900391
	Iteration 13Q: 3 clusters Score -1553044 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1553256.500000 Penalty: 4676.900391
	Iteration 14Q: 3 clusters Score -1553256 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1553396.000000 Penalty: 4676.900391
	Iteration 15Q: 3 clusters Score -1553396 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1553487.625000 Penalty: 4676.900391
	Iteration 16Q: 3 clusters Score -1553488 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1553561.125000 Penalty: 4676.900391
	Iteration 17Q: 3 clusters Score -1553561 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1553606.500000 Penalty: 4676.900391
	Iteration 18Q: 3 clusters Score -1553606 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1553654.375000 Penalty: 4676.900391
	Iteration 19Q: 3 clusters Score -1553654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1553688.000000 Penalty: 4676.900391
	Iteration 20F: 3 clusters Score -1553688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1553710.500000 Penalty: 4676.900391
	Iteration 21Q: 3 clusters Score -1553710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1553732.750000 Penalty: 4676.900391
	Iteration 22Q: 3 clusters Score -1553733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1553755.875000 Penalty: 4676.900391
	Iteration 23Q: 3 clusters Score -1553756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1553763.500000 Penalty: 4676.900391
	Iteration 24Q: 3 clusters Score -1553764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1553775.250000 Penalty: 4676.900391
	Iteration 25Q: 3 clusters Score -1553775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1553790.500000 Penalty: 4676.900391
	Iteration 26Q: 3 clusters Score -1553790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1553804.250000 Penalty: 4676.900391
	Iteration 27Q: 3 clusters Score -1553804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1553814.125000 Penalty: 4676.900391
	Iteration 28Q: 3 clusters Score -1553814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1553825.750000 Penalty: 4676.900391
	Iteration 29Q: 3 clusters Score -1553826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1553833.625000 Penalty: 4676.900391
	Iteration 30Q: 3 clusters Score -1553834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1553839.250000 Penalty: 4676.900391
	Iteration 31Q: 3 clusters Score -1553839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1553841.625000 Penalty: 4676.900391
	Iteration 32Q: 3 clusters Score -1553842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1553847.750000 Penalty: 4676.900391
	Iteration 33Q: 3 clusters Score -1553848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1553855.375000 Penalty: 4676.900391
	Iteration 34Q: 3 clusters Score -1553855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1553857.250000 Penalty: 4676.900391
	Iteration 35Q: 3 clusters Score -1553857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1553858.125000 Penalty: 4676.900391
	Iteration 36Q: 3 clusters Score -1553858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1553862.750000 Penalty: 4676.900391
	Iteration 37Q: 3 clusters Score -1553863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1553867.875000 Penalty: 4676.900391
	Iteration 38Q: 3 clusters Score -1553868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1553868.875000 Penalty: 4676.900391
	Iteration 39Q: 3 clusters Score -1553869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1553873.000000 Penalty: 4676.900391
	Iteration 40F: 3 clusters Score -1553873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1553873.250000 Penalty: 4676.900391
	Iteration 41Q: 3 clusters Score -1553873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1553875.125000 Penalty: 4676.900391
	Iteration 42Q: 3 clusters Score -1553875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1553875.250000 Penalty: 4676.900391
	Iteration 43Q: 3 clusters Score -1553875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1553874.625000 Penalty: 4676.900391
	Iteration 44Q: 3 clusters Score -1553875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1553874.625000 Penalty: 4676.900391
	Iteration 45Q: 3 clusters Score -1553875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1553874.625000 Penalty: 4676.900391
	Iteration 46F: 3 clusters Score -1553875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Entering Unmasked Estep 
Score: -1241017.875000 Penalty: 2275.071777
	Iteration 0F: 2 clusters Score -1241018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1233713.750000 Penalty: 4550.143555
	Iteration 0F: 3 clusters Score -1233714 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1235737.875000 Penalty: 4550.143555
	Iteration 1F: 3 clusters Score -1235738 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1236017.375000 Penalty: 4550.143555
	Iteration 2F: 3 clusters Score -1236017 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1236213.375000 Penalty: 4550.143555
	Iteration 3Q: 3 clusters Score -1236213 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1236379.500000 Penalty: 4550.143555
	Iteration 4Q: 3 clusters Score -1236380 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1236519.875000 Penalty: 4550.143555
	Iteration 5Q: 3 clusters Score -1236520 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1236657.250000 Penalty: 4550.143555
	Iteration 6Q: 3 clusters Score -1236657 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1236782.500000 Penalty: 4550.143555
	Iteration 7Q: 3 clusters Score -1236782 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1236914.125000 Penalty: 4550.143555
	Iteration 8Q: 3 clusters Score -1236914 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1237041.750000 Penalty: 4550.143555
	Iteration 9Q: 3 clusters Score -1237042 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1237195.875000 Penalty: 4550.143555
	Iteration 10Q: 3 clusters Score -1237196 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1237365.375000 Penalty: 4550.143555
	Iteration 11Q: 3 clusters Score -1237365 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1237535.875000 Penalty: 4550.143555
	Iteration 12Q: 3 clusters Score -1237536 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1237740.875000 Penalty: 4550.143555
	Iteration 13Q: 3 clusters Score -1237741 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1237947.125000 Penalty: 4550.143555
	Iteration 14Q: 3 clusters Score -1237947 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1238154.750000 Penalty: 4550.143555
	Iteration 15Q: 3 clusters Score -1238155 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1238316.125000 Penalty: 4550.143555
	Iteration 16Q: 3 clusters Score -1238316 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1238437.000000 Penalty: 4550.143555
	Iteration 17Q: 3 clusters Score -1238437 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1238550.875000 Penalty: 4550.143555
	Iteration 18Q: 3 clusters Score -1238551 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1238635.625000 Penalty: 4550.143555
	Iteration 19Q: 3 clusters Score -1238636 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1238710.000000 Penalty: 4550.143555
	Iteration 20F: 3 clusters Score -1238710 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1238765.125000 Penalty: 4550.143555
	Iteration 21Q: 3 clusters Score -1238765 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1238802.875000 Penalty: 4550.143555
	Iteration 22Q: 3 clusters Score -1238803 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1238828.500000 Penalty: 4550.143555
	Iteration 23Q: 3 clusters Score -1238828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1238845.625000 Penalty: 4550.143555
	Iteration 24Q: 3 clusters Score -1238846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1238858.375000 Penalty: 4550.143555
	Iteration 25Q: 3 clusters Score -1238858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1238869.500000 Penalty: 4550.143555
	Iteration 26Q: 3 clusters Score -1238870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1238889.625000 Penalty: 4550.143555
	Iteration 27Q: 3 clusters Score -1238890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1238910.000000 Penalty: 4550.143555
	Iteration 28Q: 3 clusters Score -1238910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1238924.000000 Penalty: 4550.143555
	Iteration 29Q: 3 clusters Score -1238924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1238936.875000 Penalty: 4550.143555
	Iteration 30Q: 3 clusters Score -1238937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1238945.500000 Penalty: 4550.143555
	Iteration 31Q: 3 clusters Score -1238946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1238954.125000 Penalty: 4550.143555
	Iteration 32Q: 3 clusters Score -1238954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1238959.500000 Penalty: 4550.143555
	Iteration 33Q: 3 clusters Score -1238960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1238970.625000 Penalty: 4550.143555
	Iteration 34Q: 3 clusters Score -1238971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1238972.500000 Penalty: 4550.143555
	Iteration 35Q: 3 clusters Score -1238972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1238975.250000 Penalty: 4550.143555
	Iteration 36Q: 3 clusters Score -1238975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1238979.750000 Penalty: 4550.143555
	Iteration 37Q: 3 clusters Score -1238980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1238982.250000 Penalty: 4550.143555
	Iteration 38Q: 3 clusters Score -1238982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1238988.500000 Penalty: 4550.143555
	Iteration 39Q: 3 clusters Score -1238988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1239000.000000 Penalty: 4550.143555
	Iteration 40F: 3 clusters Score -1239000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1239009.125000 Penalty: 4550.143555
	Iteration 41Q: 3 clusters Score -1239009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1239013.000000 Penalty: 4550.143555
	Iteration 42Q: 3 clusters Score -1239013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1239019.250000 Penalty: 4550.143555
	Iteration 43Q: 3 clusters Score -1239019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1239027.875000 Penalty: 4550.143555
	Iteration 44Q: 3 clusters Score -1239028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1239033.875000 Penalty: 4550.143555
	Iteration 45Q: 3 clusters Score -1239034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1239038.250000 Penalty: 4550.143555
	Iteration 46Q: 3 clusters Score -1239038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1239044.875000 Penalty: 4550.143555
	Iteration 47Q: 3 clusters Score -1239045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1239052.625000 Penalty: 4550.143555
	Iteration 48Q: 3 clusters Score -1239053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1239065.875000 Penalty: 4550.143555
	Iteration 49Q: 3 clusters Score -1239066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1239069.500000 Penalty: 4550.143555
	Iteration 50Q: 3 clusters Score -1239070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1239071.125000 Penalty: 4550.143555
	Iteration 51Q: 3 clusters Score -1239071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1239071.125000 Penalty: 4550.143555
	Iteration 52F: 3 clusters Score -1239071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Entering Unmasked Estep 
Score: -1748049.125000 Penalty: 2370.164795
	Iteration 0F: 2 clusters Score -1748049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1737718.750000 Penalty: 4740.329590
	Iteration 0F: 3 clusters Score -1737719 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1741071.625000 Penalty: 4740.329590
	Iteration 1F: 3 clusters Score -1741072 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1741464.875000 Penalty: 4740.329590
	Iteration 2F: 3 clusters Score -1741465 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1741827.250000 Penalty: 4740.329590
	Iteration 3F: 3 clusters Score -1741827 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1742197.250000 Penalty: 4740.329590
	Iteration 4F: 3 clusters Score -1742197 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1742610.500000 Penalty: 4740.329590
	Iteration 5F: 3 clusters Score -1742610 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1743039.875000 Penalty: 4740.329590
	Iteration 6F: 3 clusters Score -1743040 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1743456.125000 Penalty: 4740.329590
	Iteration 7Q: 3 clusters Score -1743456 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1743895.375000 Penalty: 4740.329590
	Iteration 8Q: 3 clusters Score -1743895 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1744339.250000 Penalty: 4740.329590
	Iteration 9Q: 3 clusters Score -1744339 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1744775.375000 Penalty: 4740.329590
	Iteration 10Q: 3 clusters Score -1744775 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1745111.625000 Penalty: 4740.329590
	Iteration 11Q: 3 clusters Score -1745112 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1745335.125000 Penalty: 4740.329590
	Iteration 12Q: 3 clusters Score -1745335 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1745507.375000 Penalty: 4740.329590
	Iteration 13Q: 3 clusters Score -1745507 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1745617.625000 Penalty: 4740.329590
	Iteration 14Q: 3 clusters Score -1745618 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1745712.875000 Penalty: 4740.329590
	Iteration 15Q: 3 clusters Score -1745713 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1745781.750000 Penalty: 4740.329590
	Iteration 16Q: 3 clusters Score -1745782 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1745843.500000 Penalty: 4740.329590
	Iteration 17Q: 3 clusters Score -1745844 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1745916.250000 Penalty: 4740.329590
	Iteration 18Q: 3 clusters Score -1745916 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1745961.750000 Penalty: 4740.329590
	Iteration 19Q: 3 clusters Score -1745962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1746002.500000 Penalty: 4740.329590
	Iteration 20F: 3 clusters Score -1746002 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1746037.500000 Penalty: 4740.329590
	Iteration 21Q: 3 clusters Score -1746038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1746068.250000 Penalty: 4740.329590
	Iteration 22Q: 3 clusters Score -1746068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1746095.625000 Penalty: 4740.329590
	Iteration 23Q: 3 clusters Score -1746096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1746122.375000 Penalty: 4740.329590
	Iteration 24Q: 3 clusters Score -1746122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1746143.500000 Penalty: 4740.329590
	Iteration 25Q: 3 clusters Score -1746144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1746168.500000 Penalty: 4740.329590
	Iteration 26Q: 3 clusters Score -1746168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1746196.000000 Penalty: 4740.329590
	Iteration 27Q: 3 clusters Score -1746196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1746215.250000 Penalty: 4740.329590
	Iteration 28Q: 3 clusters Score -1746215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1746234.500000 Penalty: 4740.329590
	Iteration 29Q: 3 clusters Score -1746234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1746243.750000 Penalty: 4740.329590
	Iteration 30Q: 3 clusters Score -1746244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1746250.125000 Penalty: 4740.329590
	Iteration 31Q: 3 clusters Score -1746250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1746265.875000 Penalty: 4740.329590
	Iteration 32Q: 3 clusters Score -1746266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1746279.000000 Penalty: 4740.329590
	Iteration 33Q: 3 clusters Score -1746279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1746287.000000 Penalty: 4740.329590
	Iteration 34Q: 3 clusters Score -1746287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1746306.375000 Penalty: 4740.329590
	Iteration 35Q: 3 clusters Score -1746306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1746311.000000 Penalty: 4740.329590
	Iteration 36Q: 3 clusters Score -1746311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1746315.625000 Penalty: 4740.329590
	Iteration 37Q: 3 clusters Score -1746316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1746317.500000 Penalty: 4740.329590
	Iteration 38Q: 3 clusters Score -1746318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1746319.250000 Penalty: 4740.329590
	Iteration 39Q: 3 clusters Score -1746319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1746323.875000 Penalty: 4740.329590
	Iteration 40F: 3 clusters Score -1746324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1746324.875000 Penalty: 4740.329590
	Iteration 41Q: 3 clusters Score -1746325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1746324.250000 Penalty: 4740.329590
	Iteration 42Q: 3 clusters Score -1746324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1746327.000000 Penalty: 4740.329590
	Iteration 43Q: 3 clusters Score -1746327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1746325.125000 Penalty: 4740.329590
	Iteration 44Q: 3 clusters Score -1746325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1746325.750000 Penalty: 4740.329590
	Iteration 45Q: 3 clusters Score -1746326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1746324.625000 Penalty: 4740.329590
	Iteration 46Q: 3 clusters Score -1746325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1746332.375000 Penalty: 4740.329590
	Iteration 47Q: 3 clusters Score -1746332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1746330.750000 Penalty: 4740.329590
	Iteration 48Q: 3 clusters Score -1746331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1746332.875000 Penalty: 4740.329590
	Iteration 49Q: 3 clusters Score -1746333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1746333.750000 Penalty: 4740.329590
	Iteration 50Q: 3 clusters Score -1746334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1746338.750000 Penalty: 4740.329590
	Iteration 51Q: 3 clusters Score -1746339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1746338.625000 Penalty: 4740.329590
	Iteration 52Q: 3 clusters Score -1746339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1746341.750000 Penalty: 4740.329590
	Iteration 53Q: 3 clusters Score -1746342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1746346.250000 Penalty: 4740.329590
	Iteration 54Q: 3 clusters Score -1746346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1746346.875000 Penalty: 4740.329590
	Iteration 55Q: 3 clusters Score -1746347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1746353.500000 Penalty: 4740.329590
	Iteration 56Q: 3 clusters Score -1746354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1746353.250000 Penalty: 4740.329590
	Iteration 57Q: 3 clusters Score -1746353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1746355.250000 Penalty: 4740.329590
	Iteration 58Q: 3 clusters Score -1746355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1746354.375000 Penalty: 4740.329590
	Iteration 59Q: 3 clusters Score -1746354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1746354.375000 Penalty: 4740.329590
	Iteration 60F: 3 clusters Score -1746354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Entering Unmasked Estep 
Score: -2471984.250000 Penalty: 2447.023682
	Iteration 0F: 2 clusters Score -2471984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2458310.000000 Penalty: 4894.047363
	Iteration 0F: 3 clusters Score -2458310 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2462834.250000 Penalty: 4894.047363
	Iteration 1F: 3 clusters Score -2462834 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2463232.250000 Penalty: 4894.047363
	Iteration 2F: 3 clusters Score -2463232 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2463568.500000 Penalty: 4894.047363
	Iteration 3Q: 3 clusters Score -2463568 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2463881.500000 Penalty: 4894.047363
	Iteration 4Q: 3 clusters Score -2463882 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2464160.000000 Penalty: 4894.047363
	Iteration 5Q: 3 clusters Score -2464160 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2464450.750000 Penalty: 4894.047363
	Iteration 6Q: 3 clusters Score -2464451 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2464776.250000 Penalty: 4894.047363
	Iteration 7Q: 3 clusters Score -2464776 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2465245.000000 Penalty: 4894.047363
	Iteration 8Q: 3 clusters Score -2465245 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2465875.000000 Penalty: 4894.047363
	Iteration 9F: 3 clusters Score -2465875 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2466653.500000 Penalty: 4894.047363
	Iteration 10F: 3 clusters Score -2466654 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2467492.500000 Penalty: 4894.047363
	Iteration 11F: 3 clusters Score -2467492 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2468267.000000 Penalty: 4894.047363
	Iteration 12Q: 3 clusters Score -2468267 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2468885.500000 Penalty: 4894.047363
	Iteration 13Q: 3 clusters Score -2468886 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2469299.000000 Penalty: 4894.047363
	Iteration 14Q: 3 clusters Score -2469299 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2469471.250000 Penalty: 4894.047363
	Iteration 15Q: 3 clusters Score -2469471 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2469578.500000 Penalty: 4894.047363
	Iteration 16Q: 3 clusters Score -2469578 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2469649.250000 Penalty: 4894.047363
	Iteration 17Q: 3 clusters Score -2469649 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2469684.500000 Penalty: 4894.047363
	Iteration 18Q: 3 clusters Score -2469684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2469713.500000 Penalty: 4894.047363
	Iteration 19Q: 3 clusters Score -2469714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2469739.000000 Penalty: 4894.047363
	Iteration 20F: 3 clusters Score -2469739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2469759.750000 Penalty: 4894.047363
	Iteration 21Q: 3 clusters Score -2469760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2469774.250000 Penalty: 4894.047363
	Iteration 22Q: 3 clusters Score -2469774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2469794.250000 Penalty: 4894.047363
	Iteration 23Q: 3 clusters Score -2469794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2469810.500000 Penalty: 4894.047363
	Iteration 24Q: 3 clusters Score -2469810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2469823.250000 Penalty: 4894.047363
	Iteration 25Q: 3 clusters Score -2469823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2469830.250000 Penalty: 4894.047363
	Iteration 26Q: 3 clusters Score -2469830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2469846.250000 Penalty: 4894.047363
	Iteration 27Q: 3 clusters Score -2469846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2469855.500000 Penalty: 4894.047363
	Iteration 28Q: 3 clusters Score -2469856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2469856.750000 Penalty: 4894.047363
	Iteration 29Q: 3 clusters Score -2469857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2469856.000000 Penalty: 4894.047363
	Iteration 30Q: 3 clusters Score -2469856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2469855.000000 Penalty: 4894.047363
	Iteration 31Q: 3 clusters Score -2469855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2469855.000000 Penalty: 4894.047363
	Iteration 32F: 3 clusters Score -2469855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -396780.718750 Penalty: 2003.668457
	Iteration 0F: 2 clusters Score -396780.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -393401.781250 Penalty: 4007.336914
	Iteration 0F: 3 clusters Score -393401.8 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -394227.093750 Penalty: 4007.336914
	Iteration 1F: 3 clusters Score -394227.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -394576.562500 Penalty: 4007.336914
	Iteration 2F: 3 clusters Score -394576.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -394889.843750 Penalty: 4007.336914
	Iteration 3F: 3 clusters Score -394889.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -395192.250000 Penalty: 4007.336914
	Iteration 4F: 3 clusters Score -395192.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -395432.437500 Penalty: 4007.336914
	Iteration 5F: 3 clusters Score -395432.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -395640.875000 Penalty: 4007.336914
	Iteration 6F: 3 clusters Score -395640.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -395786.937500 Penalty: 4007.336914
	Iteration 7Q: 3 clusters Score -395786.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -395863.593750 Penalty: 4007.336914
	Iteration 8Q: 3 clusters Score -395863.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -395906.906250 Penalty: 4007.336914
	Iteration 9Q: 3 clusters Score -395906.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -395952.968750 Penalty: 4007.336914
	Iteration 10Q: 3 clusters Score -395953 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -395990.906250 Penalty: 4007.336914
	Iteration 11Q: 3 clusters Score -395990.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -396015.562500 Penalty: 4007.336914
	Iteration 12Q: 3 clusters Score -396015.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -396035.812500 Penalty: 4007.336914
	Iteration 13Q: 3 clusters Score -396035.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -396054.531250 Penalty: 4007.336914
	Iteration 14Q: 3 clusters Score -396054.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -396068.781250 Penalty: 4007.336914
	Iteration 15Q: 3 clusters Score -396068.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -396078.062500 Penalty: 4007.336914
	Iteration 16Q: 3 clusters Score -396078.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -396083.343750 Penalty: 4007.336914
	Iteration 17Q: 3 clusters Score -396083.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -396085.468750 Penalty: 4007.336914
	Iteration 18Q: 3 clusters Score -396085.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -396087.468750 Penalty: 4007.336914
	Iteration 19Q: 3 clusters Score -396087.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -396089.687500 Penalty: 4007.336914
	Iteration 20F: 3 clusters Score -396089.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -396090.156250 Penalty: 4007.336914
	Iteration 21Q: 3 clusters Score -396090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -396091.406250 Penalty: 4007.336914
	Iteration 22Q: 3 clusters Score -396091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -396091.937500 Penalty: 4007.336914
	Iteration 23Q: 3 clusters Score -396091.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -396092.593750 Penalty: 4007.336914
	Iteration 24Q: 3 clusters Score -396092.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -396092.593750 Penalty: 4007.336914
	Iteration 25F: 3 clusters Score -396092.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Entering Unmasked Estep 
Score: -333894.843750 Penalty: 1964.270752
	Iteration 0F: 2 clusters Score -333894.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -330783.406250 Penalty: 3928.541504
	Iteration 0F: 3 clusters Score -330783.4 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -331393.562500 Penalty: 3928.541504
	Iteration 1F: 3 clusters Score -331393.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -331536.343750 Penalty: 3928.541504
	Iteration 2F: 3 clusters Score -331536.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -331633.968750 Penalty: 3928.541504
	Iteration 3Q: 3 clusters Score -331634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -331681.062500 Penalty: 3928.541504
	Iteration 4Q: 3 clusters Score -331681.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -331720.312500 Penalty: 3928.541504
	Iteration 5Q: 3 clusters Score -331720.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -331746.062500 Penalty: 3928.541504
	Iteration 6Q: 3 clusters Score -331746.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -331769.781250 Penalty: 3928.541504
	Iteration 7Q: 3 clusters Score -331769.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -331793.875000 Penalty: 3928.541504
	Iteration 8Q: 3 clusters Score -331793.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -331811.500000 Penalty: 3928.541504
	Iteration 9Q: 3 clusters Score -331811.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -331824.875000 Penalty: 3928.541504
	Iteration 10Q: 3 clusters Score -331824.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -331833.375000 Penalty: 3928.541504
	Iteration 11Q: 3 clusters Score -331833.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -331842.625000 Penalty: 3928.541504
	Iteration 12Q: 3 clusters Score -331842.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -331848.437500 Penalty: 3928.541504
	Iteration 13Q: 3 clusters Score -331848.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -331855.500000 Penalty: 3928.541504
	Iteration 14Q: 3 clusters Score -331855.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -331860.312500 Penalty: 3928.541504
	Iteration 15Q: 3 clusters Score -331860.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -331867.937500 Penalty: 3928.541504
	Iteration 16Q: 3 clusters Score -331867.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -331878.375000 Penalty: 3928.541504
	Iteration 17Q: 3 clusters Score -331878.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -331884.968750 Penalty: 3928.541504
	Iteration 18Q: 3 clusters Score -331885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -331898.437500 Penalty: 3928.541504
	Iteration 19Q: 3 clusters Score -331898.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -331910.031250 Penalty: 3928.541504
	Iteration 20F: 3 clusters Score -331910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -331917.531250 Penalty: 3928.541504
	Iteration 21Q: 3 clusters Score -331917.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -331925.343750 Penalty: 3928.541504
	Iteration 22Q: 3 clusters Score -331925.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -331930.281250 Penalty: 3928.541504
	Iteration 23Q: 3 clusters Score -331930.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -331935.906250 Penalty: 3928.541504
	Iteration 24Q: 3 clusters Score -331935.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -331941.250000 Penalty: 3928.541504
	Iteration 25Q: 3 clusters Score -331941.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -331946.187500 Penalty: 3928.541504
	Iteration 26Q: 3 clusters Score -331946.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -331952.718750 Penalty: 3928.541504
	Iteration 27Q: 3 clusters Score -331952.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -331955.843750 Penalty: 3928.541504
	Iteration 28Q: 3 clusters Score -331955.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -331960.312500 Penalty: 3928.541504
	Iteration 29Q: 3 clusters Score -331960.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -331965.031250 Penalty: 3928.541504
	Iteration 30Q: 3 clusters Score -331965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -331969.687500 Penalty: 3928.541504
	Iteration 31Q: 3 clusters Score -331969.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -331975.687500 Penalty: 3928.541504
	Iteration 32Q: 3 clusters Score -331975.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -331983.937500 Penalty: 3928.541504
	Iteration 33Q: 3 clusters Score -331983.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -331990.687500 Penalty: 3928.541504
	Iteration 34Q: 3 clusters Score -331990.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -331999.718750 Penalty: 3928.541504
	Iteration 35Q: 3 clusters Score -331999.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -332013.312500 Penalty: 3928.541504
	Iteration 36Q: 3 clusters Score -332013.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -332027.250000 Penalty: 3928.541504
	Iteration 37Q: 3 clusters Score -332027.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -332049.625000 Penalty: 3928.541504
	Iteration 38Q: 3 clusters Score -332049.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -332065.875000 Penalty: 3928.541504
	Iteration 39Q: 3 clusters Score -332065.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -332080.062500 Penalty: 3928.541504
	Iteration 40F: 3 clusters Score -332080.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -332097.906250 Penalty: 3928.541504
	Iteration 41Q: 3 clusters Score -332097.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -332117.593750 Penalty: 3928.541504
	Iteration 42Q: 3 clusters Score -332117.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -332145.156250 Penalty: 3928.541504
	Iteration 43Q: 3 clusters Score -332145.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -332180.437500 Penalty: 3928.541504
	Iteration 44Q: 3 clusters Score -332180.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -332253.812500 Penalty: 3928.541504
	Iteration 45Q: 3 clusters Score -332253.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -332374.562500 Penalty: 3928.541504
	Iteration 46Q: 3 clusters Score -332374.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -332525.687500 Penalty: 3928.541504
	Iteration 47Q: 3 clusters Score -332525.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -332653.750000 Penalty: 3928.541504
	Iteration 48Q: 3 clusters Score -332653.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -332750.437500 Penalty: 3928.541504
	Iteration 49Q: 3 clusters Score -332750.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -332851.250000 Penalty: 3928.541504
	Iteration 50Q: 3 clusters Score -332851.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -332960.406250 Penalty: 3928.541504
	Iteration 51Q: 3 clusters Score -332960.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -333054.156250 Penalty: 3928.541504
	Iteration 52Q: 3 clusters Score -333054.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -333136.187500 Penalty: 3928.541504
	Iteration 53Q: 3 clusters Score -333136.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -333207.031250 Penalty: 3928.541504
	Iteration 54Q: 3 clusters Score -333207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -333249.500000 Penalty: 3928.541504
	Iteration 55Q: 3 clusters Score -333249.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -333273.343750 Penalty: 3928.541504
	Iteration 56Q: 3 clusters Score -333273.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -333284.500000 Penalty: 3928.541504
	Iteration 57Q: 3 clusters Score -333284.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -333291.750000 Penalty: 3928.541504
	Iteration 58Q: 3 clusters Score -333291.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -333296.687500 Penalty: 3928.541504
	Iteration 59Q: 3 clusters Score -333296.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -333298.312500 Penalty: 3928.541504
	Iteration 60F: 3 clusters Score -333298.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -333300.875000 Penalty: 3928.541504
	Iteration 61Q: 3 clusters Score -333300.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -333300.875000 Penalty: 3928.541504
	Iteration 62Q: 3 clusters Score -333300.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -333300.875000 Penalty: 3928.541504
	Iteration 63F: 3 clusters Score -333300.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Entering Unmasked Estep 
Score: -2471820.250000 Penalty: 2442.978516
	Iteration 0F: 2 clusters Score -2471820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2458514.000000 Penalty: 4885.957031
	Iteration 0F: 3 clusters Score -2458514 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2462830.000000 Penalty: 4885.957031
	Iteration 1F: 3 clusters Score -2462830 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2463248.750000 Penalty: 4885.957031
	Iteration 2F: 3 clusters Score -2463249 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2463644.250000 Penalty: 4885.957031
	Iteration 3Q: 3 clusters Score -2463644 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2463971.500000 Penalty: 4885.957031
	Iteration 4Q: 3 clusters Score -2463972 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2464318.250000 Penalty: 4885.957031
	Iteration 5Q: 3 clusters Score -2464318 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2464764.750000 Penalty: 4885.957031
	Iteration 6Q: 3 clusters Score -2464765 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2465299.250000 Penalty: 4885.957031
	Iteration 7Q: 3 clusters Score -2465299 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2466014.750000 Penalty: 4885.957031
	Iteration 8F: 3 clusters Score -2466015 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2466786.250000 Penalty: 4885.957031
	Iteration 9F: 3 clusters Score -2466786 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2467481.250000 Penalty: 4885.957031
	Iteration 10F: 3 clusters Score -2467481 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2468154.000000 Penalty: 4885.957031
	Iteration 11Q: 3 clusters Score -2468154 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2468846.250000 Penalty: 4885.957031
	Iteration 12Q: 3 clusters Score -2468846 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2469412.000000 Penalty: 4885.957031
	Iteration 13Q: 3 clusters Score -2469412 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2469841.000000 Penalty: 4885.957031
	Iteration 14Q: 3 clusters Score -2469841 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2470129.500000 Penalty: 4885.957031
	Iteration 15Q: 3 clusters Score -2470130 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2470308.750000 Penalty: 4885.957031
	Iteration 16Q: 3 clusters Score -2470309 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2470430.000000 Penalty: 4885.957031
	Iteration 17Q: 3 clusters Score -2470430 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2470549.500000 Penalty: 4885.957031
	Iteration 18Q: 3 clusters Score -2470550 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2470626.250000 Penalty: 4885.957031
	Iteration 19Q: 3 clusters Score -2470626 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2470768.250000 Penalty: 4885.957031
	Iteration 20F: 3 clusters Score -2470768 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2470844.750000 Penalty: 4885.957031
	Iteration 21Q: 3 clusters Score -2470845 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2470895.500000 Penalty: 4885.957031
	Iteration 22Q: 3 clusters Score -2470896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2470927.500000 Penalty: 4885.957031
	Iteration 23Q: 3 clusters Score -2470928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2470954.500000 Penalty: 4885.957031
	Iteration 24Q: 3 clusters Score -2470954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2470975.000000 Penalty: 4885.957031
	Iteration 25Q: 3 clusters Score -2470975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2470978.500000 Penalty: 4885.957031
	Iteration 26Q: 3 clusters Score -2470978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2470986.500000 Penalty: 4885.957031
	Iteration 27Q: 3 clusters Score -2470986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2470989.250000 Penalty: 4885.957031
	Iteration 28Q: 3 clusters Score -2470989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2470992.000000 Penalty: 4885.957031
	Iteration 29Q: 3 clusters Score -2470992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2470998.500000 Penalty: 4885.957031
	Iteration 30Q: 3 clusters Score -2470998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2471001.500000 Penalty: 4885.957031
	Iteration 31Q: 3 clusters Score -2471002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2471003.250000 Penalty: 4885.957031
	Iteration 32Q: 3 clusters Score -2471003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2471013.250000 Penalty: 4885.957031
	Iteration 33Q: 3 clusters Score -2471013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2471016.000000 Penalty: 4885.957031
	Iteration 34Q: 3 clusters Score -2471016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2471020.000000 Penalty: 4885.957031
	Iteration 35Q: 3 clusters Score -2471020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2471019.500000 Penalty: 4885.957031
	Iteration 36Q: 3 clusters Score -2471020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2471022.500000 Penalty: 4885.957031
	Iteration 37Q: 3 clusters Score -2471022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2471026.250000 Penalty: 4885.957031
	Iteration 38Q: 3 clusters Score -2471026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2471026.500000 Penalty: 4885.957031
	Iteration 39Q: 3 clusters Score -2471026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2471023.500000 Penalty: 4885.957031
	Iteration 40F: 3 clusters Score -2471024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2471022.750000 Penalty: 4885.957031
	Iteration 41Q: 3 clusters Score -2471023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2471023.000000 Penalty: 4885.957031
	Iteration 42Q: 3 clusters Score -2471023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2471022.750000 Penalty: 4885.957031
	Iteration 43Q: 3 clusters Score -2471023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2471022.750000 Penalty: 4885.957031
	Iteration 44F: 3 clusters Score -2471023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Entering Unmasked Estep 
Score: -1903517.000000 Penalty: 2386.597412
	Iteration 0F: 2 clusters Score -1903517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1892560.000000 Penalty: 4773.194824
	Iteration 0F: 3 clusters Score -1892560 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1895933.750000 Penalty: 4773.194824
	Iteration 1F: 3 clusters Score -1895934 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1896316.375000 Penalty: 4773.194824
	Iteration 2F: 3 clusters Score -1896316 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1896739.000000 Penalty: 4773.194824
	Iteration 3F: 3 clusters Score -1896739 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1897287.000000 Penalty: 4773.194824
	Iteration 4F: 3 clusters Score -1897287 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1897873.875000 Penalty: 4773.194824
	Iteration 5F: 3 clusters Score -1897874 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1898409.125000 Penalty: 4773.194824
	Iteration 6F: 3 clusters Score -1898409 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1898956.375000 Penalty: 4773.194824
	Iteration 7F: 3 clusters Score -1898956 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1899459.875000 Penalty: 4773.194824
	Iteration 8F: 3 clusters Score -1899460 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1899919.750000 Penalty: 4773.194824
	Iteration 9Q: 3 clusters Score -1899920 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1900261.000000 Penalty: 4773.194824
	Iteration 10Q: 3 clusters Score -1900261 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1900514.500000 Penalty: 4773.194824
	Iteration 11Q: 3 clusters Score -1900514 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1900719.375000 Penalty: 4773.194824
	Iteration 12Q: 3 clusters Score -1900719 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1900904.750000 Penalty: 4773.194824
	Iteration 13Q: 3 clusters Score -1900905 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1901090.375000 Penalty: 4773.194824
	Iteration 14Q: 3 clusters Score -1901090 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1901252.000000 Penalty: 4773.194824
	Iteration 15Q: 3 clusters Score -1901252 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1901425.250000 Penalty: 4773.194824
	Iteration 16Q: 3 clusters Score -1901425 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1901585.375000 Penalty: 4773.194824
	Iteration 17Q: 3 clusters Score -1901585 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1901747.750000 Penalty: 4773.194824
	Iteration 18Q: 3 clusters Score -1901748 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1901864.375000 Penalty: 4773.194824
	Iteration 19Q: 3 clusters Score -1901864 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1901969.125000 Penalty: 4773.194824
	Iteration 20F: 3 clusters Score -1901969 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1902035.500000 Penalty: 4773.194824
	Iteration 21Q: 3 clusters Score -1902036 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1902072.250000 Penalty: 4773.194824
	Iteration 22Q: 3 clusters Score -1902072 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1902092.625000 Penalty: 4773.194824
	Iteration 23Q: 3 clusters Score -1902093 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1902123.500000 Penalty: 4773.194824
	Iteration 24Q: 3 clusters Score -1902124 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1902137.375000 Penalty: 4773.194824
	Iteration 25Q: 3 clusters Score -1902137 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1902162.750000 Penalty: 4773.194824
	Iteration 26Q: 3 clusters Score -1902163 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1902180.125000 Penalty: 4773.194824
	Iteration 27Q: 3 clusters Score -1902180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1902202.875000 Penalty: 4773.194824
	Iteration 28Q: 3 clusters Score -1902203 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1902216.500000 Penalty: 4773.194824
	Iteration 29Q: 3 clusters Score -1902216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1902222.125000 Penalty: 4773.194824
	Iteration 30Q: 3 clusters Score -1902222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1902228.500000 Penalty: 4773.194824
	Iteration 31Q: 3 clusters Score -1902228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1902236.625000 Penalty: 4773.194824
	Iteration 32Q: 3 clusters Score -1902237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1902237.000000 Penalty: 4773.194824
	Iteration 33Q: 3 clusters Score -1902237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1902247.250000 Penalty: 4773.194824
	Iteration 34Q: 3 clusters Score -1902247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1902252.375000 Penalty: 4773.194824
	Iteration 35Q: 3 clusters Score -1902252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1902257.500000 Penalty: 4773.194824
	Iteration 36Q: 3 clusters Score -1902258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1902255.875000 Penalty: 4773.194824
	Iteration 37Q: 3 clusters Score -1902256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1902260.500000 Penalty: 4773.194824
	Iteration 38Q: 3 clusters Score -1902260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1902257.250000 Penalty: 4773.194824
	Iteration 39Q: 3 clusters Score -1902257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1902257.875000 Penalty: 4773.194824
	Iteration 40F: 3 clusters Score -1902258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1902264.875000 Penalty: 4773.194824
	Iteration 41Q: 3 clusters Score -1902265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1902267.625000 Penalty: 4773.194824
	Iteration 42Q: 3 clusters Score -1902268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1902271.000000 Penalty: 4773.194824
	Iteration 43Q: 3 clusters Score -1902271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1902273.375000 Penalty: 4773.194824
	Iteration 44Q: 3 clusters Score -1902273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1902272.000000 Penalty: 4773.194824
	Iteration 45Q: 3 clusters Score -1902272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1902272.125000 Penalty: 4773.194824
	Iteration 46Q: 3 clusters Score -1902272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1902271.500000 Penalty: 4773.194824
	Iteration 47Q: 3 clusters Score -1902272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1902272.500000 Penalty: 4773.194824
	Iteration 48Q: 3 clusters Score -1902272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1902272.500000 Penalty: 4773.194824
	Iteration 49F: 3 clusters Score -1902272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Entering Unmasked Estep 
Score: -10034729.000000 Penalty: 2795.000977
	Iteration 0F: 2 clusters Score -1.003473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -9982166.000000 Penalty: 5590.001953
	Iteration 0F: 3 clusters Score -9982166 nChanged 36895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -10002700.000000 Penalty: 5590.001953
	Iteration 1F: 3 clusters Score -1.00027e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -10003341.000000 Penalty: 5590.001953
	Iteration 2Q: 3 clusters Score -1.000334e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -10004085.000000 Penalty: 5590.001953
	Iteration 3Q: 3 clusters Score -1.000408e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -10004891.000000 Penalty: 5590.001953
	Iteration 4Q: 3 clusters Score -1.000489e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -10006127.000000 Penalty: 5590.001953
	Iteration 5Q: 3 clusters Score -1.000613e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -10007843.000000 Penalty: 5590.001953
	Iteration 6Q: 3 clusters Score -1.000784e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 52418 members 
Entering Unmasked Estep 
Score: -10010718.000000 Penalty: 5590.001953
	Iteration 7F: 3 clusters Score -1.001072e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
Score: -10015057.000000 Penalty: 5590.001953
	Iteration 8F: 3 clusters Score -1.001506e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 64078 members 
Entering Unmasked Estep 
Score: -10020597.000000 Penalty: 5590.001953
	Iteration 9F: 3 clusters Score -1.00206e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 69624 members 
Entering Unmasked Estep 
Score: -10025808.000000 Penalty: 5590.001953
	Iteration 10F: 3 clusters Score -1.002581e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 73413 members 
Entering Unmasked Estep 
Score: -10029165.000000 Penalty: 5590.001953
	Iteration 11Q: 3 clusters Score -1.002916e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 75566 members 
Entering Unmasked Estep 
Score: -10030925.000000 Penalty: 5590.001953
	Iteration 12Q: 3 clusters Score -1.003092e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 76629 members 
Entering Unmasked Estep 
Score: -10031751.000000 Penalty: 5590.001953
	Iteration 13Q: 3 clusters Score -1.003175e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 77175 members 
Entering Unmasked Estep 
Score: -10032100.000000 Penalty: 5590.001953
	Iteration 14Q: 3 clusters Score -1.00321e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 77432 members 
Entering Unmasked Estep 
Score: -10032255.000000 Penalty: 5590.001953
	Iteration 15Q: 3 clusters Score -1.003226e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 77569 members 
Entering Unmasked Estep 
Score: -10032345.000000 Penalty: 5590.001953
	Iteration 16Q: 3 clusters Score -1.003234e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 77657 members 
Entering Unmasked Estep 
Score: -10032397.000000 Penalty: 5590.001953
	Iteration 17Q: 3 clusters Score -1.00324e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -10032438.000000 Penalty: 5590.001953
	Iteration 18Q: 3 clusters Score -1.003244e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 77755 members 
Entering Unmasked Estep 
Score: -10032443.000000 Penalty: 5590.001953
	Iteration 19Q: 3 clusters Score -1.003244e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 77780 members 
Entering Unmasked Estep 
Score: -10032456.000000 Penalty: 5590.001953
	Iteration 20F: 3 clusters Score -1.003246e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 77800 members 
Entering Unmasked Estep 
Score: -10032486.000000 Penalty: 5590.001953
	Iteration 21Q: 3 clusters Score -1.003249e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 77815 members 
Entering Unmasked Estep 
Score: -10032494.000000 Penalty: 5590.001953
	Iteration 22Q: 3 clusters Score -1.003249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 77825 members 
Entering Unmasked Estep 
Score: -10032496.000000 Penalty: 5590.001953
	Iteration 23Q: 3 clusters Score -1.00325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 77836 members 
Entering Unmasked Estep 
Score: -10032508.000000 Penalty: 5590.001953
	Iteration 24Q: 3 clusters Score -1.003251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -10032516.000000 Penalty: 5590.001953
	Iteration 25Q: 3 clusters Score -1.003252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -10032516.000000 Penalty: 5590.001953
	Iteration 26Q: 3 clusters Score -1.003252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -10032512.000000 Penalty: 5590.001953
	Iteration 27Q: 3 clusters Score -1.003251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 77857 members 
Entering Unmasked Estep 
Score: -10032525.000000 Penalty: 5590.001953
	Iteration 28Q: 3 clusters Score -1.003252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -10032524.000000 Penalty: 5590.001953
	Iteration 29Q: 3 clusters Score -1.003252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 77860 members 
Entering Unmasked Estep 
Score: -10032528.000000 Penalty: 5590.001953
	Iteration 30Q: 3 clusters Score -1.003253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 77865 members 
Entering Unmasked Estep 
Score: -10032528.000000 Penalty: 5590.001953
	Iteration 31Q: 3 clusters Score -1.003253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 77870 members 
Entering Unmasked Estep 
Score: -10032543.000000 Penalty: 5590.001953
	Iteration 32Q: 3 clusters Score -1.003254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 77870 members 
Entering Unmasked Estep 
Score: -10032535.000000 Penalty: 5590.001953
	Iteration 33Q: 3 clusters Score -1.003254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -10032534.000000 Penalty: 5590.001953
	Iteration 34Q: 3 clusters Score -1.003253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -10032534.000000 Penalty: 5590.001953
	Iteration 35F: 3 clusters Score -1.003253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Entering Unmasked Estep 
Score: -2372851.000000 Penalty: 2434.670898
	Iteration 0F: 2 clusters Score -2372851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2359938.000000 Penalty: 4869.341797
	Iteration 0F: 3 clusters Score -2359938 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2364296.000000 Penalty: 4869.341797
	Iteration 1F: 3 clusters Score -2364296 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2364998.250000 Penalty: 4869.341797
	Iteration 2F: 3 clusters Score -2364998 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2365910.750000 Penalty: 4869.341797
	Iteration 3F: 3 clusters Score -2365911 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2367236.250000 Penalty: 4869.341797
	Iteration 4F: 3 clusters Score -2367236 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2368630.500000 Penalty: 4869.341797
	Iteration 5F: 3 clusters Score -2368630 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2369629.750000 Penalty: 4869.341797
	Iteration 6F: 3 clusters Score -2369630 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2370258.000000 Penalty: 4869.341797
	Iteration 7F: 3 clusters Score -2370258 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2370634.750000 Penalty: 4869.341797
	Iteration 8Q: 3 clusters Score -2370635 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2370890.000000 Penalty: 4869.341797
	Iteration 9Q: 3 clusters Score -2370890 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2371108.750000 Penalty: 4869.341797
	Iteration 10Q: 3 clusters Score -2371109 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2371316.500000 Penalty: 4869.341797
	Iteration 11Q: 3 clusters Score -2371316 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2371494.000000 Penalty: 4869.341797
	Iteration 12Q: 3 clusters Score -2371494 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2371651.250000 Penalty: 4869.341797
	Iteration 13Q: 3 clusters Score -2371651 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2371769.250000 Penalty: 4869.341797
	Iteration 14Q: 3 clusters Score -2371769 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2371865.750000 Penalty: 4869.341797
	Iteration 15Q: 3 clusters Score -2371866 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2371937.750000 Penalty: 4869.341797
	Iteration 16Q: 3 clusters Score -2371938 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2371995.750000 Penalty: 4869.341797
	Iteration 17Q: 3 clusters Score -2371996 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2372028.250000 Penalty: 4869.341797
	Iteration 18Q: 3 clusters Score -2372028 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2372066.750000 Penalty: 4869.341797
	Iteration 19Q: 3 clusters Score -2372067 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2372103.500000 Penalty: 4869.341797
	Iteration 20F: 3 clusters Score -2372104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2372131.500000 Penalty: 4869.341797
	Iteration 21Q: 3 clusters Score -2372132 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2372156.250000 Penalty: 4869.341797
	Iteration 22Q: 3 clusters Score -2372156 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2372178.250000 Penalty: 4869.341797
	Iteration 23Q: 3 clusters Score -2372178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2372199.500000 Penalty: 4869.341797
	Iteration 24Q: 3 clusters Score -2372200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2372218.250000 Penalty: 4869.341797
	Iteration 25Q: 3 clusters Score -2372218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2372233.000000 Penalty: 4869.341797
	Iteration 26Q: 3 clusters Score -2372233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2372256.000000 Penalty: 4869.341797
	Iteration 27Q: 3 clusters Score -2372256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2372266.000000 Penalty: 4869.341797
	Iteration 28Q: 3 clusters Score -2372266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2372283.250000 Penalty: 4869.341797
	Iteration 29Q: 3 clusters Score -2372283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2372296.250000 Penalty: 4869.341797
	Iteration 30Q: 3 clusters Score -2372296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2372301.250000 Penalty: 4869.341797
	Iteration 31Q: 3 clusters Score -2372301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2372312.500000 Penalty: 4869.341797
	Iteration 32Q: 3 clusters Score -2372312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2372324.750000 Penalty: 4869.341797
	Iteration 33Q: 3 clusters Score -2372325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2372341.750000 Penalty: 4869.341797
	Iteration 34Q: 3 clusters Score -2372342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2372351.500000 Penalty: 4869.341797
	Iteration 35Q: 3 clusters Score -2372352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2372351.750000 Penalty: 4869.341797
	Iteration 36Q: 3 clusters Score -2372352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2372360.500000 Penalty: 4869.341797
	Iteration 37Q: 3 clusters Score -2372360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2372368.000000 Penalty: 4869.341797
	Iteration 38Q: 3 clusters Score -2372368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2372379.500000 Penalty: 4869.341797
	Iteration 39Q: 3 clusters Score -2372380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2372376.750000 Penalty: 4869.341797
	Iteration 40F: 3 clusters Score -2372377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2372379.750000 Penalty: 4869.341797
	Iteration 41Q: 3 clusters Score -2372380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2372381.500000 Penalty: 4869.341797
	Iteration 42Q: 3 clusters Score -2372382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2372385.000000 Penalty: 4869.341797
	Iteration 43Q: 3 clusters Score -2372385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2372387.250000 Penalty: 4869.341797
	Iteration 44Q: 3 clusters Score -2372387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2372384.500000 Penalty: 4869.341797
	Iteration 45Q: 3 clusters Score -2372384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2372386.250000 Penalty: 4869.341797
	Iteration 46Q: 3 clusters Score -2372386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2372385.750000 Penalty: 4869.341797
	Iteration 47Q: 3 clusters Score -2372386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2372386.750000 Penalty: 4869.341797
	Iteration 48Q: 3 clusters Score -2372387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2372388.000000 Penalty: 4869.341797
	Iteration 49Q: 3 clusters Score -2372388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2372391.000000 Penalty: 4869.341797
	Iteration 50Q: 3 clusters Score -2372391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2372387.500000 Penalty: 4869.341797
	Iteration 51Q: 3 clusters Score -2372388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2372390.250000 Penalty: 4869.341797
	Iteration 52Q: 3 clusters Score -2372390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2372393.750000 Penalty: 4869.341797
	Iteration 53Q: 3 clusters Score -2372394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2372390.750000 Penalty: 4869.341797
	Iteration 54Q: 3 clusters Score -2372391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2372394.250000 Penalty: 4869.341797
	Iteration 55Q: 3 clusters Score -2372394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2372394.750000 Penalty: 4869.341797
	Iteration 56Q: 3 clusters Score -2372395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2372400.500000 Penalty: 4869.341797
	Iteration 57Q: 3 clusters Score -2372400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2372402.000000 Penalty: 4869.341797
	Iteration 58Q: 3 clusters Score -2372402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2372399.750000 Penalty: 4869.341797
	Iteration 59Q: 3 clusters Score -2372400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2372402.000000 Penalty: 4869.341797
	Iteration 60F: 3 clusters Score -2372402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2372400.250000 Penalty: 4869.341797
	Iteration 61Q: 3 clusters Score -2372400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2372401.250000 Penalty: 4869.341797
	Iteration 62Q: 3 clusters Score -2372401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2372401.250000 Penalty: 4869.341797
	Iteration 63F: 3 clusters Score -2372401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Entering Unmasked Estep 
Score: -613971.250000 Penalty: 2105.985107
	Iteration 0F: 2 clusters Score -613971.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -609557.625000 Penalty: 4211.970215
	Iteration 0F: 3 clusters Score -609557.6 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -610555.875000 Penalty: 4211.970215
	Iteration 1F: 3 clusters Score -610555.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -610781.562500 Penalty: 4211.970215
	Iteration 2F: 3 clusters Score -610781.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -610934.562500 Penalty: 4211.970215
	Iteration 3F: 3 clusters Score -610934.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -611029.000000 Penalty: 4211.970215
	Iteration 4Q: 3 clusters Score -611029 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -611103.375000 Penalty: 4211.970215
	Iteration 5Q: 3 clusters Score -611103.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -611178.250000 Penalty: 4211.970215
	Iteration 6Q: 3 clusters Score -611178.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -611244.687500 Penalty: 4211.970215
	Iteration 7Q: 3 clusters Score -611244.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -611290.500000 Penalty: 4211.970215
	Iteration 8Q: 3 clusters Score -611290.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -611332.125000 Penalty: 4211.970215
	Iteration 9Q: 3 clusters Score -611332.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -611370.125000 Penalty: 4211.970215
	Iteration 10Q: 3 clusters Score -611370.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -611396.375000 Penalty: 4211.970215
	Iteration 11Q: 3 clusters Score -611396.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -611417.562500 Penalty: 4211.970215
	Iteration 12Q: 3 clusters Score -611417.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -611431.875000 Penalty: 4211.970215
	Iteration 13Q: 3 clusters Score -611431.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -611443.500000 Penalty: 4211.970215
	Iteration 14Q: 3 clusters Score -611443.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -611456.812500 Penalty: 4211.970215
	Iteration 15Q: 3 clusters Score -611456.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -611473.500000 Penalty: 4211.970215
	Iteration 16Q: 3 clusters Score -611473.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -611490.437500 Penalty: 4211.970215
	Iteration 17Q: 3 clusters Score -611490.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -611509.000000 Penalty: 4211.970215
	Iteration 18Q: 3 clusters Score -611509 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -611532.562500 Penalty: 4211.970215
	Iteration 19Q: 3 clusters Score -611532.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -611554.500000 Penalty: 4211.970215
	Iteration 20F: 3 clusters Score -611554.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -611575.937500 Penalty: 4211.970215
	Iteration 21Q: 3 clusters Score -611575.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -611594.375000 Penalty: 4211.970215
	Iteration 22Q: 3 clusters Score -611594.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -611614.000000 Penalty: 4211.970215
	Iteration 23Q: 3 clusters Score -611614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -611632.625000 Penalty: 4211.970215
	Iteration 24Q: 3 clusters Score -611632.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -611655.125000 Penalty: 4211.970215
	Iteration 25Q: 3 clusters Score -611655.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -611677.875000 Penalty: 4211.970215
	Iteration 26Q: 3 clusters Score -611677.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -611704.125000 Penalty: 4211.970215
	Iteration 27Q: 3 clusters Score -611704.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -611732.562500 Penalty: 4211.970215
	Iteration 28Q: 3 clusters Score -611732.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -611755.375000 Penalty: 4211.970215
	Iteration 29Q: 3 clusters Score -611755.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -611779.687500 Penalty: 4211.970215
	Iteration 30Q: 3 clusters Score -611779.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -611803.000000 Penalty: 4211.970215
	Iteration 31Q: 3 clusters Score -611803 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -611828.875000 Penalty: 4211.970215
	Iteration 32Q: 3 clusters Score -611828.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -611852.437500 Penalty: 4211.970215
	Iteration 33Q: 3 clusters Score -611852.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -611877.375000 Penalty: 4211.970215
	Iteration 34Q: 3 clusters Score -611877.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -611899.250000 Penalty: 4211.970215
	Iteration 35Q: 3 clusters Score -611899.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -611916.500000 Penalty: 4211.970215
	Iteration 36Q: 3 clusters Score -611916.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -611924.562500 Penalty: 4211.970215
	Iteration 37Q: 3 clusters Score -611924.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -611936.312500 Penalty: 4211.970215
	Iteration 38Q: 3 clusters Score -611936.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -611943.500000 Penalty: 4211.970215
	Iteration 39Q: 3 clusters Score -611943.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -611946.937500 Penalty: 4211.970215
	Iteration 40F: 3 clusters Score -611946.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -611949.750000 Penalty: 4211.970215
	Iteration 41Q: 3 clusters Score -611949.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -611952.250000 Penalty: 4211.970215
	Iteration 42Q: 3 clusters Score -611952.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -611955.375000 Penalty: 4211.970215
	Iteration 43Q: 3 clusters Score -611955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -611957.937500 Penalty: 4211.970215
	Iteration 44Q: 3 clusters Score -611957.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -611960.000000 Penalty: 4211.970215
	Iteration 45Q: 3 clusters Score -611960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -611960.437500 Penalty: 4211.970215
	Iteration 46Q: 3 clusters Score -611960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -611960.375000 Penalty: 4211.970215
	Iteration 47Q: 3 clusters Score -611960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -611959.812500 Penalty: 4211.970215
	Iteration 48Q: 3 clusters Score -611959.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -611961.375000 Penalty: 4211.970215
	Iteration 49Q: 3 clusters Score -611961.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -611963.750000 Penalty: 4211.970215
	Iteration 50Q: 3 clusters Score -611963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -611962.750000 Penalty: 4211.970215
	Iteration 51Q: 3 clusters Score -611962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -611963.437500 Penalty: 4211.970215
	Iteration 52Q: 3 clusters Score -611963.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -611963.437500 Penalty: 4211.970215
	Iteration 53F: 3 clusters Score -611963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Entering Unmasked Estep 
Score: -1573808.000000 Penalty: 2350.467773
	Iteration 0F: 2 clusters Score -1573808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1564278.250000 Penalty: 4700.935547
	Iteration 0F: 3 clusters Score -1564278 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1567388.625000 Penalty: 4700.935547
	Iteration 1F: 3 clusters Score -1567389 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1567903.250000 Penalty: 4700.935547
	Iteration 2F: 3 clusters Score -1567903 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1568482.875000 Penalty: 4700.935547
	Iteration 3F: 3 clusters Score -1568483 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1569033.125000 Penalty: 4700.935547
	Iteration 4F: 3 clusters Score -1569033 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1569499.750000 Penalty: 4700.935547
	Iteration 5F: 3 clusters Score -1569500 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1569919.500000 Penalty: 4700.935547
	Iteration 6F: 3 clusters Score -1569920 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1570317.750000 Penalty: 4700.935547
	Iteration 7Q: 3 clusters Score -1570318 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1570680.875000 Penalty: 4700.935547
	Iteration 8Q: 3 clusters Score -1570681 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1570985.625000 Penalty: 4700.935547
	Iteration 9Q: 3 clusters Score -1570986 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1571212.125000 Penalty: 4700.935547
	Iteration 10Q: 3 clusters Score -1571212 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1571378.375000 Penalty: 4700.935547
	Iteration 11Q: 3 clusters Score -1571378 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1571489.375000 Penalty: 4700.935547
	Iteration 12Q: 3 clusters Score -1571489 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1571567.875000 Penalty: 4700.935547
	Iteration 13Q: 3 clusters Score -1571568 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1571619.750000 Penalty: 4700.935547
	Iteration 14Q: 3 clusters Score -1571620 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1571660.500000 Penalty: 4700.935547
	Iteration 15Q: 3 clusters Score -1571660 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1571694.750000 Penalty: 4700.935547
	Iteration 16Q: 3 clusters Score -1571695 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1571721.750000 Penalty: 4700.935547
	Iteration 17Q: 3 clusters Score -1571722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1571746.625000 Penalty: 4700.935547
	Iteration 18Q: 3 clusters Score -1571747 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1571754.250000 Penalty: 4700.935547
	Iteration 19Q: 3 clusters Score -1571754 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1571772.875000 Penalty: 4700.935547
	Iteration 20F: 3 clusters Score -1571773 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1571784.375000 Penalty: 4700.935547
	Iteration 21Q: 3 clusters Score -1571784 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1571792.750000 Penalty: 4700.935547
	Iteration 22Q: 3 clusters Score -1571793 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1571808.125000 Penalty: 4700.935547
	Iteration 23Q: 3 clusters Score -1571808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1571816.375000 Penalty: 4700.935547
	Iteration 24Q: 3 clusters Score -1571816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1571824.000000 Penalty: 4700.935547
	Iteration 25Q: 3 clusters Score -1571824 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1571827.000000 Penalty: 4700.935547
	Iteration 26Q: 3 clusters Score -1571827 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1571836.625000 Penalty: 4700.935547
	Iteration 27Q: 3 clusters Score -1571837 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1571840.000000 Penalty: 4700.935547
	Iteration 28Q: 3 clusters Score -1571840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1571853.500000 Penalty: 4700.935547
	Iteration 29Q: 3 clusters Score -1571854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1571859.625000 Penalty: 4700.935547
	Iteration 30Q: 3 clusters Score -1571860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1571864.125000 Penalty: 4700.935547
	Iteration 31Q: 3 clusters Score -1571864 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1571880.375000 Penalty: 4700.935547
	Iteration 32Q: 3 clusters Score -1571880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1571888.875000 Penalty: 4700.935547
	Iteration 33Q: 3 clusters Score -1571889 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1571893.750000 Penalty: 4700.935547
	Iteration 34Q: 3 clusters Score -1571894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1571898.875000 Penalty: 4700.935547
	Iteration 35Q: 3 clusters Score -1571899 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1571915.500000 Penalty: 4700.935547
	Iteration 36Q: 3 clusters Score -1571916 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1571919.625000 Penalty: 4700.935547
	Iteration 37Q: 3 clusters Score -1571920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1571934.500000 Penalty: 4700.935547
	Iteration 38Q: 3 clusters Score -1571934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1571946.500000 Penalty: 4700.935547
	Iteration 39Q: 3 clusters Score -1571946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1571957.750000 Penalty: 4700.935547
	Iteration 40F: 3 clusters Score -1571958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1571962.125000 Penalty: 4700.935547
	Iteration 41Q: 3 clusters Score -1571962 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1571975.750000 Penalty: 4700.935547
	Iteration 42Q: 3 clusters Score -1571976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1571982.750000 Penalty: 4700.935547
	Iteration 43Q: 3 clusters Score -1571983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1571993.000000 Penalty: 4700.935547
	Iteration 44Q: 3 clusters Score -1571993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1571995.875000 Penalty: 4700.935547
	Iteration 45Q: 3 clusters Score -1571996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1571999.375000 Penalty: 4700.935547
	Iteration 46Q: 3 clusters Score -1571999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1572004.500000 Penalty: 4700.935547
	Iteration 47Q: 3 clusters Score -1572004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1572013.750000 Penalty: 4700.935547
	Iteration 48Q: 3 clusters Score -1572014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1572013.625000 Penalty: 4700.935547
	Iteration 49Q: 3 clusters Score -1572014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1572015.500000 Penalty: 4700.935547
	Iteration 50Q: 3 clusters Score -1572016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1572022.000000 Penalty: 4700.935547
	Iteration 51Q: 3 clusters Score -1572022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1572028.625000 Penalty: 4700.935547
	Iteration 52Q: 3 clusters Score -1572029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1572034.250000 Penalty: 4700.935547
	Iteration 53Q: 3 clusters Score -1572034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1572038.750000 Penalty: 4700.935547
	Iteration 54Q: 3 clusters Score -1572039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1572040.000000 Penalty: 4700.935547
	Iteration 55Q: 3 clusters Score -1572040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1572042.125000 Penalty: 4700.935547
	Iteration 56Q: 3 clusters Score -1572042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1572046.875000 Penalty: 4700.935547
	Iteration 57Q: 3 clusters Score -1572047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1572053.500000 Penalty: 4700.935547
	Iteration 58Q: 3 clusters Score -1572054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1572059.500000 Penalty: 4700.935547
	Iteration 59Q: 3 clusters Score -1572060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1572067.625000 Penalty: 4700.935547
	Iteration 60F: 3 clusters Score -1572068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1572075.375000 Penalty: 4700.935547
	Iteration 61Q: 3 clusters Score -1572075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1572086.875000 Penalty: 4700.935547
	Iteration 62Q: 3 clusters Score -1572087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1572087.500000 Penalty: 4700.935547
	Iteration 63Q: 3 clusters Score -1572088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1572095.000000 Penalty: 4700.935547
	Iteration 64Q: 3 clusters Score -1572095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1572098.750000 Penalty: 4700.935547
	Iteration 65Q: 3 clusters Score -1572099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1572104.875000 Penalty: 4700.935547
	Iteration 66Q: 3 clusters Score -1572105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1572110.625000 Penalty: 4700.935547
	Iteration 67Q: 3 clusters Score -1572111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1572120.125000 Penalty: 4700.935547
	Iteration 68Q: 3 clusters Score -1572120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1572123.125000 Penalty: 4700.935547
	Iteration 69Q: 3 clusters Score -1572123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1572131.250000 Penalty: 4700.935547
	Iteration 70Q: 3 clusters Score -1572131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1572135.250000 Penalty: 4700.935547
	Iteration 71Q: 3 clusters Score -1572135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1572136.250000 Penalty: 4700.935547
	Iteration 72Q: 3 clusters Score -1572136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1572142.000000 Penalty: 4700.935547
	Iteration 73Q: 3 clusters Score -1572142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1572141.875000 Penalty: 4700.935547
	Iteration 74Q: 3 clusters Score -1572142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1572140.250000 Penalty: 4700.935547
	Iteration 75Q: 3 clusters Score -1572140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1572143.750000 Penalty: 4700.935547
	Iteration 76Q: 3 clusters Score -1572144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1572144.125000 Penalty: 4700.935547
	Iteration 77Q: 3 clusters Score -1572144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1572148.750000 Penalty: 4700.935547
	Iteration 78Q: 3 clusters Score -1572149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1572147.750000 Penalty: 4700.935547
	Iteration 79Q: 3 clusters Score -1572148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1572146.875000 Penalty: 4700.935547
	Iteration 80F: 3 clusters Score -1572147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1572145.250000 Penalty: 4700.935547
	Iteration 81Q: 3 clusters Score -1572145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1572148.500000 Penalty: 4700.935547
	Iteration 82Q: 3 clusters Score -1572148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1572148.125000 Penalty: 4700.935547
	Iteration 83Q: 3 clusters Score -1572148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1572152.000000 Penalty: 4700.935547
	Iteration 84Q: 3 clusters Score -1572152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1572152.000000 Penalty: 4700.935547
	Iteration 85F: 3 clusters Score -1572152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Entering Unmasked Estep 
Score: -1377527.125000 Penalty: 2315.656738
	Iteration 0F: 2 clusters Score -1377527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1369062.750000 Penalty: 4631.313477
	Iteration 0F: 3 clusters Score -1369063 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1371683.125000 Penalty: 4631.313477
	Iteration 1F: 3 clusters Score -1371683 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1372080.500000 Penalty: 4631.313477
	Iteration 2F: 3 clusters Score -1372080 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1372389.250000 Penalty: 4631.313477
	Iteration 3F: 3 clusters Score -1372389 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1372705.375000 Penalty: 4631.313477
	Iteration 4Q: 3 clusters Score -1372705 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1373089.500000 Penalty: 4631.313477
	Iteration 5Q: 3 clusters Score -1373090 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1373565.250000 Penalty: 4631.313477
	Iteration 6F: 3 clusters Score -1373565 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1374108.625000 Penalty: 4631.313477
	Iteration 7F: 3 clusters Score -1374109 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1374707.250000 Penalty: 4631.313477
	Iteration 8F: 3 clusters Score -1374707 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1375258.500000 Penalty: 4631.313477
	Iteration 9F: 3 clusters Score -1375258 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1375672.875000 Penalty: 4631.313477
	Iteration 10Q: 3 clusters Score -1375673 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1375914.375000 Penalty: 4631.313477
	Iteration 11Q: 3 clusters Score -1375914 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1376052.750000 Penalty: 4631.313477
	Iteration 12Q: 3 clusters Score -1376053 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1376131.375000 Penalty: 4631.313477
	Iteration 13Q: 3 clusters Score -1376131 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1376194.125000 Penalty: 4631.313477
	Iteration 14Q: 3 clusters Score -1376194 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1376241.500000 Penalty: 4631.313477
	Iteration 15Q: 3 clusters Score -1376242 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1376283.625000 Penalty: 4631.313477
	Iteration 16Q: 3 clusters Score -1376284 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1376316.000000 Penalty: 4631.313477
	Iteration 17Q: 3 clusters Score -1376316 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1376345.500000 Penalty: 4631.313477
	Iteration 18Q: 3 clusters Score -1376346 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1376386.125000 Penalty: 4631.313477
	Iteration 19Q: 3 clusters Score -1376386 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1376432.625000 Penalty: 4631.313477
	Iteration 20F: 3 clusters Score -1376433 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1376500.250000 Penalty: 4631.313477
	Iteration 21Q: 3 clusters Score -1376500 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1376581.000000 Penalty: 4631.313477
	Iteration 22Q: 3 clusters Score -1376581 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1376667.625000 Penalty: 4631.313477
	Iteration 23Q: 3 clusters Score -1376668 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1376767.125000 Penalty: 4631.313477
	Iteration 24Q: 3 clusters Score -1376767 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1376909.500000 Penalty: 4631.313477
	Iteration 25Q: 3 clusters Score -1376910 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1377041.875000 Penalty: 4631.313477
	Iteration 26Q: 3 clusters Score -1377042 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1377146.125000 Penalty: 4631.313477
	Iteration 27Q: 3 clusters Score -1377146 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1377217.000000 Penalty: 4631.313477
	Iteration 28Q: 3 clusters Score -1377217 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1377258.625000 Penalty: 4631.313477
	Iteration 29Q: 3 clusters Score -1377259 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1377297.250000 Penalty: 4631.313477
	Iteration 30Q: 3 clusters Score -1377297 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1377328.250000 Penalty: 4631.313477
	Iteration 31Q: 3 clusters Score -1377328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1377348.500000 Penalty: 4631.313477
	Iteration 32Q: 3 clusters Score -1377348 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1377364.875000 Penalty: 4631.313477
	Iteration 33Q: 3 clusters Score -1377365 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1377381.500000 Penalty: 4631.313477
	Iteration 34Q: 3 clusters Score -1377382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1377390.250000 Penalty: 4631.313477
	Iteration 35Q: 3 clusters Score -1377390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1377402.000000 Penalty: 4631.313477
	Iteration 36Q: 3 clusters Score -1377402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1377418.000000 Penalty: 4631.313477
	Iteration 37Q: 3 clusters Score -1377418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1377414.750000 Penalty: 4631.313477
	Iteration 38Q: 3 clusters Score -1377415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1377422.125000 Penalty: 4631.313477
	Iteration 39Q: 3 clusters Score -1377422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1377423.000000 Penalty: 4631.313477
	Iteration 40F: 3 clusters Score -1377423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1377427.750000 Penalty: 4631.313477
	Iteration 41Q: 3 clusters Score -1377428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1377430.375000 Penalty: 4631.313477
	Iteration 42Q: 3 clusters Score -1377430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1377440.375000 Penalty: 4631.313477
	Iteration 43Q: 3 clusters Score -1377440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1377450.750000 Penalty: 4631.313477
	Iteration 44Q: 3 clusters Score -1377451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1377460.750000 Penalty: 4631.313477
	Iteration 45Q: 3 clusters Score -1377461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1377467.500000 Penalty: 4631.313477
	Iteration 46Q: 3 clusters Score -1377468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1377472.750000 Penalty: 4631.313477
	Iteration 47Q: 3 clusters Score -1377473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1377480.125000 Penalty: 4631.313477
	Iteration 48Q: 3 clusters Score -1377480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1377487.125000 Penalty: 4631.313477
	Iteration 49Q: 3 clusters Score -1377487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1377483.500000 Penalty: 4631.313477
	Iteration 50Q: 3 clusters Score -1377484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1377487.625000 Penalty: 4631.313477
	Iteration 51Q: 3 clusters Score -1377488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1377490.000000 Penalty: 4631.313477
	Iteration 52Q: 3 clusters Score -1377490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1377496.000000 Penalty: 4631.313477
	Iteration 53Q: 3 clusters Score -1377496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1377498.750000 Penalty: 4631.313477
	Iteration 54Q: 3 clusters Score -1377499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1377504.000000 Penalty: 4631.313477
	Iteration 55Q: 3 clusters Score -1377504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1377504.250000 Penalty: 4631.313477
	Iteration 56Q: 3 clusters Score -1377504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1377503.500000 Penalty: 4631.313477
	Iteration 57Q: 3 clusters Score -1377504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1377505.625000 Penalty: 4631.313477
	Iteration 58Q: 3 clusters Score -1377506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1377506.250000 Penalty: 4631.313477
	Iteration 59Q: 3 clusters Score -1377506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1377505.750000 Penalty: 4631.313477
	Iteration 60F: 3 clusters Score -1377506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1377508.375000 Penalty: 4631.313477
	Iteration 61Q: 3 clusters Score -1377508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1377510.375000 Penalty: 4631.313477
	Iteration 62Q: 3 clusters Score -1377510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1377507.750000 Penalty: 4631.313477
	Iteration 63Q: 3 clusters Score -1377508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1377508.125000 Penalty: 4631.313477
	Iteration 64Q: 3 clusters Score -1377508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1377508.125000 Penalty: 4631.313477
	Iteration 65F: 3 clusters Score -1377508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (140628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140628 members 
Entering Unmasked Estep 
Score: -18003354.000000 Penalty: 2939.760498
	Iteration 0F: 2 clusters Score -1.800335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -17910142.000000 Penalty: 5879.520996
	Iteration 0F: 3 clusters Score -1.791014e+07 nChanged 67103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -17949528.000000 Penalty: 5879.520996
	Iteration 1F: 3 clusters Score -1.794953e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66295 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -17951116.000000 Penalty: 5879.520996
	Iteration 2Q: 3 clusters Score -1.795112e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63592 members 
Mstep: Class 2 contains 77036 members 
Entering Unmasked Estep 
Score: -17953550.000000 Penalty: 5879.520996
	Iteration 3Q: 3 clusters Score -1.795355e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 81368 members 
Entering Unmasked Estep 
Score: -17957174.000000 Penalty: 5879.520996
	Iteration 4F: 3 clusters Score -1.795717e+07 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 87584 members 
Entering Unmasked Estep 
Score: -17962742.000000 Penalty: 5879.520996
	Iteration 5F: 3 clusters Score -1.796274e+07 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -17970076.000000 Penalty: 5879.520996
	Iteration 6F: 3 clusters Score -1.797008e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 102972 members 
Entering Unmasked Estep 
Score: -17978086.000000 Penalty: 5879.520996
	Iteration 7F: 3 clusters Score -1.797809e+07 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 109523 members 
Entering Unmasked Estep 
Score: -17985522.000000 Penalty: 5879.520996
	Iteration 8F: 3 clusters Score -1.798552e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 114250 members 
Entering Unmasked Estep 
Score: -17991210.000000 Penalty: 5879.520996
	Iteration 9Q: 3 clusters Score -1.799121e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 117375 members 
Entering Unmasked Estep 
Score: -17994776.000000 Penalty: 5879.520996
	Iteration 10Q: 3 clusters Score -1.799478e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 119593 members 
Entering Unmasked Estep 
Score: -17996500.000000 Penalty: 5879.520996
	Iteration 11Q: 3 clusters Score -1.79965e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 121297 members 
Entering Unmasked Estep 
Score: -17997500.000000 Penalty: 5879.520996
	Iteration 12Q: 3 clusters Score -1.79975e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 122727 members 
Entering Unmasked Estep 
Score: -17998076.000000 Penalty: 5879.520996
	Iteration 13Q: 3 clusters Score -1.799808e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 123940 members 
Entering Unmasked Estep 
Score: -17998594.000000 Penalty: 5879.520996
	Iteration 14Q: 3 clusters Score -1.799859e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 124988 members 
Entering Unmasked Estep 
Score: -17998928.000000 Penalty: 5879.520996
	Iteration 15Q: 3 clusters Score -1.799893e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 125925 members 
Entering Unmasked Estep 
Score: -17999232.000000 Penalty: 5879.520996
	Iteration 16Q: 3 clusters Score -1.799923e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 126763 members 
Entering Unmasked Estep 
Score: -17999420.000000 Penalty: 5879.520996
	Iteration 17Q: 3 clusters Score -1.799942e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 127511 members 
Entering Unmasked Estep 
Score: -17999574.000000 Penalty: 5879.520996
	Iteration 18Q: 3 clusters Score -1.799957e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 128213 members 
Entering Unmasked Estep 
Score: -17999674.000000 Penalty: 5879.520996
	Iteration 19Q: 3 clusters Score -1.799967e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 128855 members 
Entering Unmasked Estep 
Score: -17999786.000000 Penalty: 5879.520996
	Iteration 20F: 3 clusters Score -1.799979e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 129449 members 
Entering Unmasked Estep 
Score: -17999892.000000 Penalty: 5879.520996
	Iteration 21Q: 3 clusters Score -1.799989e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 129999 members 
Entering Unmasked Estep 
Score: -17999996.000000 Penalty: 5879.520996
	Iteration 22Q: 3 clusters Score -1.8e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 130517 members 
Entering Unmasked Estep 
Score: -18000102.000000 Penalty: 5879.520996
	Iteration 23Q: 3 clusters Score -1.80001e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 131031 members 
Entering Unmasked Estep 
Score: -18000216.000000 Penalty: 5879.520996
	Iteration 24Q: 3 clusters Score -1.800022e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 131514 members 
Entering Unmasked Estep 
Score: -18000302.000000 Penalty: 5879.520996
	Iteration 25Q: 3 clusters Score -1.80003e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 131951 members 
Entering Unmasked Estep 
Score: -18000418.000000 Penalty: 5879.520996
	Iteration 26Q: 3 clusters Score -1.800042e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 132373 members 
Entering Unmasked Estep 
Score: -18000442.000000 Penalty: 5879.520996
	Iteration 27Q: 3 clusters Score -1.800044e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 132752 members 
Entering Unmasked Estep 
Score: -18000594.000000 Penalty: 5879.520996
	Iteration 28Q: 3 clusters Score -1.800059e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 133122 members 
Entering Unmasked Estep 
Score: -18000692.000000 Penalty: 5879.520996
	Iteration 29Q: 3 clusters Score -1.800069e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 133446 members 
Entering Unmasked Estep 
Score: -18000780.000000 Penalty: 5879.520996
	Iteration 30Q: 3 clusters Score -1.800078e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 133770 members 
Entering Unmasked Estep 
Score: -18000792.000000 Penalty: 5879.520996
	Iteration 31Q: 3 clusters Score -1.800079e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 134059 members 
Entering Unmasked Estep 
Score: -18000850.000000 Penalty: 5879.520996
	Iteration 32Q: 3 clusters Score -1.800085e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 134330 members 
Entering Unmasked Estep 
Score: -18000872.000000 Penalty: 5879.520996
	Iteration 33Q: 3 clusters Score -1.800087e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 134565 members 
Entering Unmasked Estep 
Score: -18000928.000000 Penalty: 5879.520996
	Iteration 34Q: 3 clusters Score -1.800093e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 134779 members 
Entering Unmasked Estep 
Score: -18000980.000000 Penalty: 5879.520996
	Iteration 35Q: 3 clusters Score -1.800098e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 134962 members 
Entering Unmasked Estep 
Score: -18001034.000000 Penalty: 5879.520996
	Iteration 36Q: 3 clusters Score -1.800103e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 135136 members 
Entering Unmasked Estep 
Score: -18001038.000000 Penalty: 5879.520996
	Iteration 37Q: 3 clusters Score -1.800104e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 135311 members 
Entering Unmasked Estep 
Score: -18001058.000000 Penalty: 5879.520996
	Iteration 38Q: 3 clusters Score -1.800106e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 135474 members 
Entering Unmasked Estep 
Score: -18001090.000000 Penalty: 5879.520996
	Iteration 39Q: 3 clusters Score -1.800109e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 135633 members 
Entering Unmasked Estep 
Score: -18001136.000000 Penalty: 5879.520996
	Iteration 40F: 3 clusters Score -1.800114e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 135769 members 
Entering Unmasked Estep 
Score: -18001170.000000 Penalty: 5879.520996
	Iteration 41Q: 3 clusters Score -1.800117e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 135891 members 
Entering Unmasked Estep 
Score: -18001252.000000 Penalty: 5879.520996
	Iteration 42Q: 3 clusters Score -1.800125e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 135997 members 
Entering Unmasked Estep 
Score: -18001298.000000 Penalty: 5879.520996
	Iteration 43Q: 3 clusters Score -1.80013e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 136084 members 
Entering Unmasked Estep 
Score: -18001298.000000 Penalty: 5879.520996
	Iteration 44Q: 3 clusters Score -1.80013e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 136160 members 
Entering Unmasked Estep 
Score: -18001288.000000 Penalty: 5879.520996
	Iteration 45Q: 3 clusters Score -1.800129e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 136232 members 
Entering Unmasked Estep 
Score: -18001318.000000 Penalty: 5879.520996
	Iteration 46Q: 3 clusters Score -1.800132e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 136297 members 
Entering Unmasked Estep 
Score: -18001342.000000 Penalty: 5879.520996
	Iteration 47Q: 3 clusters Score -1.800134e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 136349 members 
Entering Unmasked Estep 
Score: -18001332.000000 Penalty: 5879.520996
	Iteration 48Q: 3 clusters Score -1.800133e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 136402 members 
Entering Unmasked Estep 
Score: -18001356.000000 Penalty: 5879.520996
	Iteration 49Q: 3 clusters Score -1.800136e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 136449 members 
Entering Unmasked Estep 
Score: -18001386.000000 Penalty: 5879.520996
	Iteration 50Q: 3 clusters Score -1.800139e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 136492 members 
Entering Unmasked Estep 
Score: -18001412.000000 Penalty: 5879.520996
	Iteration 51Q: 3 clusters Score -1.800141e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 136534 members 
Entering Unmasked Estep 
Score: -18001404.000000 Penalty: 5879.520996
	Iteration 52Q: 3 clusters Score -1.80014e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 136573 members 
Entering Unmasked Estep 
Score: -18001384.000000 Penalty: 5879.520996
	Iteration 53Q: 3 clusters Score -1.800138e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 136613 members 
Entering Unmasked Estep 
Score: -18001386.000000 Penalty: 5879.520996
	Iteration 54Q: 3 clusters Score -1.800139e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 136642 members 
Entering Unmasked Estep 
Score: -18001380.000000 Penalty: 5879.520996
	Iteration 55Q: 3 clusters Score -1.800138e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 136660 members 
Entering Unmasked Estep 
Score: -18001404.000000 Penalty: 5879.520996
	Iteration 56Q: 3 clusters Score -1.80014e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 136678 members 
Entering Unmasked Estep 
Score: -18001402.000000 Penalty: 5879.520996
	Iteration 57Q: 3 clusters Score -1.80014e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 136696 members 
Entering Unmasked Estep 
Score: -18001412.000000 Penalty: 5879.520996
	Iteration 58Q: 3 clusters Score -1.800141e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 136717 members 
Entering Unmasked Estep 
Score: -18001404.000000 Penalty: 5879.520996
	Iteration 59Q: 3 clusters Score -1.80014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 136736 members 
Entering Unmasked Estep 
Score: -18001414.000000 Penalty: 5879.520996
	Iteration 60F: 3 clusters Score -1.800141e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 136751 members 
Entering Unmasked Estep 
Score: -18001406.000000 Penalty: 5879.520996
	Iteration 61Q: 3 clusters Score -1.800141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 136763 members 
Entering Unmasked Estep 
Score: -18001408.000000 Penalty: 5879.520996
	Iteration 62Q: 3 clusters Score -1.800141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 136768 members 
Entering Unmasked Estep 
Score: -18001406.000000 Penalty: 5879.520996
	Iteration 63Q: 3 clusters Score -1.800141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 136775 members 
Entering Unmasked Estep 
Score: -18001422.000000 Penalty: 5879.520996
	Iteration 64Q: 3 clusters Score -1.800142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 136782 members 
Entering Unmasked Estep 
Score: -18001414.000000 Penalty: 5879.520996
	Iteration 65Q: 3 clusters Score -1.800141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 136793 members 
Entering Unmasked Estep 
Score: -18001424.000000 Penalty: 5879.520996
	Iteration 66Q: 3 clusters Score -1.800142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 136798 members 
Entering Unmasked Estep 
Score: -18001436.000000 Penalty: 5879.520996
	Iteration 67Q: 3 clusters Score -1.800144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 136805 members 
Entering Unmasked Estep 
Score: -18001422.000000 Penalty: 5879.520996
	Iteration 68Q: 3 clusters Score -1.800142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 136807 members 
Entering Unmasked Estep 
Score: -18001430.000000 Penalty: 5879.520996
	Iteration 69Q: 3 clusters Score -1.800143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 136810 members 
Entering Unmasked Estep 
Score: -18001436.000000 Penalty: 5879.520996
	Iteration 70Q: 3 clusters Score -1.800144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 136813 members 
Entering Unmasked Estep 
Score: -18001432.000000 Penalty: 5879.520996
	Iteration 71Q: 3 clusters Score -1.800143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 136816 members 
Entering Unmasked Estep 
Score: -18001436.000000 Penalty: 5879.520996
	Iteration 72Q: 3 clusters Score -1.800144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 136823 members 
Entering Unmasked Estep 
Score: -18001422.000000 Penalty: 5879.520996
	Iteration 73Q: 3 clusters Score -1.800142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 136831 members 
Entering Unmasked Estep 
Score: -18001406.000000 Penalty: 5879.520996
	Iteration 74Q: 3 clusters Score -1.800141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 136836 members 
Entering Unmasked Estep 
Score: -18001410.000000 Penalty: 5879.520996
	Iteration 75Q: 3 clusters Score -1.800141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 136841 members 
Entering Unmasked Estep 
Score: -18001424.000000 Penalty: 5879.520996
	Iteration 76Q: 3 clusters Score -1.800142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 136846 members 
Entering Unmasked Estep 
Score: -18001410.000000 Penalty: 5879.520996
	Iteration 77Q: 3 clusters Score -1.800141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 136847 members 
Entering Unmasked Estep 
Score: -18001414.000000 Penalty: 5879.520996
	Iteration 78Q: 3 clusters Score -1.800141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 136847 members 
Entering Unmasked Estep 
Score: -18001414.000000 Penalty: 5879.520996
	Iteration 79F: 3 clusters Score -1.800141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Entering Unmasked Estep 
Score: -2270001.750000 Penalty: 2438.613281
	Iteration 0F: 2 clusters Score -2270002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2256748.750000 Penalty: 4877.226562
	Iteration 0F: 3 clusters Score -2256749 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2261287.500000 Penalty: 4877.226562
	Iteration 1F: 3 clusters Score -2261288 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2261844.000000 Penalty: 4877.226562
	Iteration 2F: 3 clusters Score -2261844 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2262436.500000 Penalty: 4877.226562
	Iteration 3F: 3 clusters Score -2262436 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2263071.500000 Penalty: 4877.226562
	Iteration 4F: 3 clusters Score -2263072 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2263696.500000 Penalty: 4877.226562
	Iteration 5F: 3 clusters Score -2263696 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2264295.000000 Penalty: 4877.226562
	Iteration 6F: 3 clusters Score -2264295 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2264808.750000 Penalty: 4877.226562
	Iteration 7Q: 3 clusters Score -2264809 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2265258.750000 Penalty: 4877.226562
	Iteration 8Q: 3 clusters Score -2265259 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2265656.000000 Penalty: 4877.226562
	Iteration 9Q: 3 clusters Score -2265656 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2266003.000000 Penalty: 4877.226562
	Iteration 10Q: 3 clusters Score -2266003 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2266330.500000 Penalty: 4877.226562
	Iteration 11Q: 3 clusters Score -2266330 nChanged 486
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2266549 nChanged 366
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2266708 nChanged 331
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2266864 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2266984 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2267068 nChanged 219
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Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2267138 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2267186 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2267221.500000 Penalty: 4877.226562
	Iteration 19Q: 3 clusters Score -2267222 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2267249 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2267276 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2267303 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2267330 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2267350 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2267368 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2267390 nChanged 62
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Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2267407 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2267427 nChanged 81
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Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2267441 nChanged 64
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Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2267448 nChanged 57
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Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2267461 nChanged 48
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Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2267471 nChanged 45
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Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2267485 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2267487 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2267490 nChanged 53
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Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2267505 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2267515 nChanged 57
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Mstep: Class 1 contains 3775 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2267524 nChanged 59
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Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2267549 nChanged 58
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Mstep: Class 1 contains 3668 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2267558 nChanged 64
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Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2267573 nChanged 63
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Mstep: Class 1 contains 3547 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2267584 nChanged 80
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Mstep: Class 1 contains 3467 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2267604 nChanged 77
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Mstep: Class 1 contains 3394 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3323 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2267646 nChanged 64
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Mstep: Class 1 contains 3263 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2267662 nChanged 63
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Mstep: Class 1 contains 3202 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2267675 nChanged 76
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Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2267696 nChanged 74
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Mstep: Class 1 contains 3060 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2267714 nChanged 70
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Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2267738 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2267744 nChanged 76
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Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2267764 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2267778 nChanged 63
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Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2267791 nChanged 73
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Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2267815 nChanged 84
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Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2267842 nChanged 91
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Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2267864 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2267898 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2267924 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2267957.000000 Penalty: 4877.226562
	Iteration 60F: 3 clusters Score -2267957 nChanged 81
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Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2267982 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2268005 nChanged 75
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Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2268028 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2268054 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2268080 nChanged 77
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Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2268108 nChanged 84
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Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2268148 nChanged 100
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Mstep: Class 1 contains 1601 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2268185 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2268219.250000 Penalty: 4877.226562
	Iteration 69Q: 3 clusters Score -2268219 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2268250.750000 Penalty: 4877.226562
	Iteration 70Q: 3 clusters Score -2268251 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2268286.500000 Penalty: 4877.226562
	Iteration 71Q: 3 clusters Score -2268286 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2268318.000000 Penalty: 4877.226562
	Iteration 72Q: 3 clusters Score -2268318 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2268345.000000 Penalty: 4877.226562
	Iteration 73Q: 3 clusters Score -2268345 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2268370 nChanged 44
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Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2268395.750000 Penalty: 4877.226562
	Iteration 75Q: 3 clusters Score -2268396 nChanged 38
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Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2268413 nChanged 36
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Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 17532 members 
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	Iteration 77Q: 3 clusters Score -2268430 nChanged 31
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Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2268452.000000 Penalty: 4877.226562
	Iteration 78Q: 3 clusters Score -2268452 nChanged 29
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Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 17582 members 
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Score: -2268459.250000 Penalty: 4877.226562
	Iteration 79Q: 3 clusters Score -2268459 nChanged 26
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Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2268476.250000 Penalty: 4877.226562
	Iteration 80F: 3 clusters Score -2268476 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2268487 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2268499 nChanged 21
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Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 17667 members 
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Score: -2268507.000000 Penalty: 4877.226562
	Iteration 83Q: 3 clusters Score -2268507 nChanged 14
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Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2268510.500000 Penalty: 4877.226562
	Iteration 84Q: 3 clusters Score -2268510 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2268519.250000 Penalty: 4877.226562
	Iteration 85Q: 3 clusters Score -2268519 nChanged 12
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Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2268523.250000 Penalty: 4877.226562
	Iteration 86Q: 3 clusters Score -2268523 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2268524.500000 Penalty: 4877.226562
	Iteration 87Q: 3 clusters Score -2268524 nChanged 6
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Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2268532.250000 Penalty: 4877.226562
	Iteration 88Q: 3 clusters Score -2268532 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2268544 nChanged 8
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Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2268544 nChanged 7
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Mstep: Class 1 contains 913 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2268546 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2268546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2268553 nChanged 12
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Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2268559 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2268567 nChanged 10
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Mstep: Class 1 contains 884 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2268568 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2268574 nChanged 1
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Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2268573.000000 Penalty: 4877.226562
	Iteration 98Q: 3 clusters Score -2268573 nChanged 3
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Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2268574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2268576.750000 Penalty: 4877.226562
	Iteration 100F: 3 clusters Score -2268577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2268577 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 870 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2268576 nChanged 0
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 103F: 3 clusters Score -2268576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Entering Unmasked Estep 
Score: -592743.375000 Penalty: 2134.317627
	Iteration 0F: 2 clusters Score -592743.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -587936.187500 Penalty: 4268.635254
	Iteration 0F: 3 clusters Score -587936.2 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -589433.250000 Penalty: 4268.635254
	Iteration 1F: 3 clusters Score -589433.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -590070.875000 Penalty: 4268.635254
	Iteration 2F: 3 clusters Score -590070.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -590674.625000 Penalty: 4268.635254
	Iteration 3F: 3 clusters Score -590674.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -591216.250000 Penalty: 4268.635254
	Iteration 4F: 3 clusters Score -591216.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -591625.062500 Penalty: 4268.635254
	Iteration 5F: 3 clusters Score -591625.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -591897.812500 Penalty: 4268.635254
	Iteration 6F: 3 clusters Score -591897.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -592043.875000 Penalty: 4268.635254
	Iteration 7Q: 3 clusters Score -592043.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -592118.625000 Penalty: 4268.635254
	Iteration 8Q: 3 clusters Score -592118.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -592178.750000 Penalty: 4268.635254
	Iteration 9Q: 3 clusters Score -592178.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -592214.062500 Penalty: 4268.635254
	Iteration 10Q: 3 clusters Score -592214.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -592238.937500 Penalty: 4268.635254
	Iteration 11Q: 3 clusters Score -592238.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -592260.250000 Penalty: 4268.635254
	Iteration 12Q: 3 clusters Score -592260.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -592271.812500 Penalty: 4268.635254
	Iteration 13Q: 3 clusters Score -592271.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -592280.125000 Penalty: 4268.635254
	Iteration 14Q: 3 clusters Score -592280.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -592282.562500 Penalty: 4268.635254
	Iteration 15Q: 3 clusters Score -592282.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -592284.562500 Penalty: 4268.635254
	Iteration 16Q: 3 clusters Score -592284.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -592285.687500 Penalty: 4268.635254
	Iteration 17Q: 3 clusters Score -592285.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -592287.500000 Penalty: 4268.635254
	Iteration 18Q: 3 clusters Score -592287.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -592290.187500 Penalty: 4268.635254
	Iteration 19Q: 3 clusters Score -592290.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -592292.187500 Penalty: 4268.635254
	Iteration 20F: 3 clusters Score -592292.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -592293.687500 Penalty: 4268.635254
	Iteration 21Q: 3 clusters Score -592293.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -592294.687500 Penalty: 4268.635254
	Iteration 22Q: 3 clusters Score -592294.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -592296.312500 Penalty: 4268.635254
	Iteration 23Q: 3 clusters Score -592296.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -592298.187500 Penalty: 4268.635254
	Iteration 24Q: 3 clusters Score -592298.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -592299.750000 Penalty: 4268.635254
	Iteration 25Q: 3 clusters Score -592299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -592298.562500 Penalty: 4268.635254
	Iteration 26Q: 3 clusters Score -592298.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -592300.687500 Penalty: 4268.635254
	Iteration 27Q: 3 clusters Score -592300.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -592301.812500 Penalty: 4268.635254
	Iteration 28Q: 3 clusters Score -592301.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -592301.312500 Penalty: 4268.635254
	Iteration 29Q: 3 clusters Score -592301.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -592301.312500 Penalty: 4268.635254
	Iteration 30F: 3 clusters Score -592301.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (57080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57080 members 
Entering Unmasked Estep 
Score: -6762527.500000 Penalty: 2716.147949
	Iteration 0F: 2 clusters Score -6762528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -6723994.500000 Penalty: 5432.295898
	Iteration 0F: 3 clusters Score -6723994 nChanged 26554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -6739448.500000 Penalty: 5432.295898
	Iteration 1F: 3 clusters Score -6739448 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -6740880.500000 Penalty: 5432.295898
	Iteration 2F: 3 clusters Score -6740880 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -6742666.500000 Penalty: 5432.295898
	Iteration 3F: 3 clusters Score -6742666 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -6744846.500000 Penalty: 5432.295898
	Iteration 4F: 3 clusters Score -6744846 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -6747265.500000 Penalty: 5432.295898
	Iteration 5F: 3 clusters Score -6747266 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -6749892.000000 Penalty: 5432.295898
	Iteration 6F: 3 clusters Score -6749892 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -6752287.500000 Penalty: 5432.295898
	Iteration 7F: 3 clusters Score -6752288 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -6754312.500000 Penalty: 5432.295898
	Iteration 8Q: 3 clusters Score -6754312 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -6755944.500000 Penalty: 5432.295898
	Iteration 9Q: 3 clusters Score -6755944 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -6757235.500000 Penalty: 5432.295898
	Iteration 10Q: 3 clusters Score -6757236 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -6758399.500000 Penalty: 5432.295898
	Iteration 11Q: 3 clusters Score -6758400 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -6759298.500000 Penalty: 5432.295898
	Iteration 12Q: 3 clusters Score -6759298 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -6760091.500000 Penalty: 5432.295898
	Iteration 13Q: 3 clusters Score -6760092 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -6760703.000000 Penalty: 5432.295898
	Iteration 14Q: 3 clusters Score -6760703 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -6761151.500000 Penalty: 5432.295898
	Iteration 15Q: 3 clusters Score -6761152 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -6761413.000000 Penalty: 5432.295898
	Iteration 16Q: 3 clusters Score -6761413 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -6761570.000000 Penalty: 5432.295898
	Iteration 17Q: 3 clusters Score -6761570 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -6761712.500000 Penalty: 5432.295898
	Iteration 18Q: 3 clusters Score -6761712 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -6761809.000000 Penalty: 5432.295898
	Iteration 19Q: 3 clusters Score -6761809 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -6761860.500000 Penalty: 5432.295898
	Iteration 20F: 3 clusters Score -6761860 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -6761900.500000 Penalty: 5432.295898
	Iteration 21Q: 3 clusters Score -6761900 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -6761932.500000 Penalty: 5432.295898
	Iteration 22Q: 3 clusters Score -6761932 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -6761976.500000 Penalty: 5432.295898
	Iteration 23Q: 3 clusters Score -6761976 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -6762008.000000 Penalty: 5432.295898
	Iteration 24Q: 3 clusters Score -6762008 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -6762017.500000 Penalty: 5432.295898
	Iteration 25Q: 3 clusters Score -6762018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -6762024.000000 Penalty: 5432.295898
	Iteration 26Q: 3 clusters Score -6762024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -6762038.500000 Penalty: 5432.295898
	Iteration 27Q: 3 clusters Score -6762038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -6762043.500000 Penalty: 5432.295898
	Iteration 28Q: 3 clusters Score -6762044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -6762045.000000 Penalty: 5432.295898
	Iteration 29Q: 3 clusters Score -6762045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -6762049.000000 Penalty: 5432.295898
	Iteration 30Q: 3 clusters Score -6762049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -6762048.500000 Penalty: 5432.295898
	Iteration 31Q: 3 clusters Score -6762048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -6762051.500000 Penalty: 5432.295898
	Iteration 32Q: 3 clusters Score -6762052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -6762055.000000 Penalty: 5432.295898
	Iteration 33Q: 3 clusters Score -6762055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -6762054.500000 Penalty: 5432.295898
	Iteration 34Q: 3 clusters Score -6762054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -6762050.500000 Penalty: 5432.295898
	Iteration 35Q: 3 clusters Score -6762050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -6762050.500000 Penalty: 5432.295898
	Iteration 36Q: 3 clusters Score -6762050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -6762050.500000 Penalty: 5432.295898
	Iteration 37F: 3 clusters Score -6762050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (97682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97682 members 
Entering Unmasked Estep 
Score: -12670995.000000 Penalty: 2849.389160
	Iteration 0F: 2 clusters Score -1.2671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -12605360.000000 Penalty: 5698.778320
	Iteration 0F: 3 clusters Score -1.260536e+07 nChanged 46247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 52685 members 
Entering Unmasked Estep 
Score: -12631790.000000 Penalty: 5698.778320
	Iteration 1F: 3 clusters Score -1.263179e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -12632779.000000 Penalty: 5698.778320
	Iteration 2Q: 3 clusters Score -1.263278e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 58596 members 
Entering Unmasked Estep 
Score: -12634396.000000 Penalty: 5698.778320
	Iteration 3Q: 3 clusters Score -1.26344e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -12637306.000000 Penalty: 5698.778320
	Iteration 4F: 3 clusters Score -1.263731e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 71199 members 
Entering Unmasked Estep 
Score: -12642443.000000 Penalty: 5698.778320
	Iteration 5F: 3 clusters Score -1.264244e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 80250 members 
Entering Unmasked Estep 
Score: -12650537.000000 Penalty: 5698.778320
	Iteration 6F: 3 clusters Score -1.265054e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 89054 members 
Entering Unmasked Estep 
Score: -12659768.000000 Penalty: 5698.778320
	Iteration 7F: 3 clusters Score -1.265977e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 94569 members 
Entering Unmasked Estep 
Score: -12665386.000000 Penalty: 5698.778320
	Iteration 8F: 3 clusters Score -1.266539e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 96673 members 
Entering Unmasked Estep 
Score: -12667454.000000 Penalty: 5698.778320
	Iteration 9Q: 3 clusters Score -1.266745e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 97281 members 
Entering Unmasked Estep 
Score: -12668089.000000 Penalty: 5698.778320
	Iteration 10Q: 3 clusters Score -1.266809e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 97410 members 
Entering Unmasked Estep 
Score: -12668288.000000 Penalty: 5698.778320
	Iteration 11Q: 3 clusters Score -1.266829e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 97450 members 
Entering Unmasked Estep 
Score: -12668345.000000 Penalty: 5698.778320
	Iteration 12Q: 3 clusters Score -1.266834e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 97470 members 
Entering Unmasked Estep 
Score: -12668384.000000 Penalty: 5698.778320
	Iteration 13Q: 3 clusters Score -1.266838e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 97473 members 
Entering Unmasked Estep 
Score: -12668409.000000 Penalty: 5698.778320
	Iteration 14Q: 3 clusters Score -1.266841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 97476 members 
Entering Unmasked Estep 
Score: -12668424.000000 Penalty: 5698.778320
	Iteration 15Q: 3 clusters Score -1.266842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 97483 members 
Entering Unmasked Estep 
Score: -12668444.000000 Penalty: 5698.778320
	Iteration 16Q: 3 clusters Score -1.266844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 97489 members 
Entering Unmasked Estep 
Score: -12668459.000000 Penalty: 5698.778320
	Iteration 17Q: 3 clusters Score -1.266846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 97487 members 
Entering Unmasked Estep 
Score: -12668460.000000 Penalty: 5698.778320
	Iteration 18Q: 3 clusters Score -1.266846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97486 members 
Entering Unmasked Estep 
Score: -12668466.000000 Penalty: 5698.778320
	Iteration 19Q: 3 clusters Score -1.266847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97486 members 
Entering Unmasked Estep 
Score: -12668466.000000 Penalty: 5698.778320
	Iteration 20F: 3 clusters Score -1.266847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Entering Unmasked Estep 
Score: -1067014.000000 Penalty: 2236.095215
	Iteration 0F: 2 clusters Score -1067014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1060563.250000 Penalty: 4472.190430
	Iteration 0F: 3 clusters Score -1060563 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1062232.250000 Penalty: 4472.190430
	Iteration 1F: 3 clusters Score -1062232 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1062496.500000 Penalty: 4472.190430
	Iteration 2F: 3 clusters Score -1062496 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1062693.500000 Penalty: 4472.190430
	Iteration 3F: 3 clusters Score -1062694 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1062858.125000 Penalty: 4472.190430
	Iteration 4Q: 3 clusters Score -1062858 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1062978.750000 Penalty: 4472.190430
	Iteration 5Q: 3 clusters Score -1062979 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1063102.875000 Penalty: 4472.190430
	Iteration 6Q: 3 clusters Score -1063103 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1063231.875000 Penalty: 4472.190430
	Iteration 7Q: 3 clusters Score -1063232 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1063380.500000 Penalty: 4472.190430
	Iteration 8Q: 3 clusters Score -1063380 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1063560.375000 Penalty: 4472.190430
	Iteration 9Q: 3 clusters Score -1063560 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1063779.625000 Penalty: 4472.190430
	Iteration 10Q: 3 clusters Score -1063780 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1064019.000000 Penalty: 4472.190430
	Iteration 11Q: 3 clusters Score -1064019 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1064244.250000 Penalty: 4472.190430
	Iteration 12Q: 3 clusters Score -1064244 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1064451.125000 Penalty: 4472.190430
	Iteration 13Q: 3 clusters Score -1064451 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1064611.500000 Penalty: 4472.190430
	Iteration 14Q: 3 clusters Score -1064612 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1064709.000000 Penalty: 4472.190430
	Iteration 15Q: 3 clusters Score -1064709 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1064794.625000 Penalty: 4472.190430
	Iteration 16Q: 3 clusters Score -1064795 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1064843.375000 Penalty: 4472.190430
	Iteration 17Q: 3 clusters Score -1064843 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1064881.375000 Penalty: 4472.190430
	Iteration 18Q: 3 clusters Score -1064881 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1064915.375000 Penalty: 4472.190430
	Iteration 19Q: 3 clusters Score -1064915 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1064945.375000 Penalty: 4472.190430
	Iteration 20F: 3 clusters Score -1064945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1064960.125000 Penalty: 4472.190430
	Iteration 21Q: 3 clusters Score -1064960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1064973.875000 Penalty: 4472.190430
	Iteration 22Q: 3 clusters Score -1064974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1064985.375000 Penalty: 4472.190430
	Iteration 23Q: 3 clusters Score -1064985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1064993.000000 Penalty: 4472.190430
	Iteration 24Q: 3 clusters Score -1064993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1064998.250000 Penalty: 4472.190430
	Iteration 25Q: 3 clusters Score -1064998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1065011.625000 Penalty: 4472.190430
	Iteration 26Q: 3 clusters Score -1065012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1065014.375000 Penalty: 4472.190430
	Iteration 27Q: 3 clusters Score -1065014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1065019.875000 Penalty: 4472.190430
	Iteration 28Q: 3 clusters Score -1065020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1065022.875000 Penalty: 4472.190430
	Iteration 29Q: 3 clusters Score -1065023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1065030.375000 Penalty: 4472.190430
	Iteration 30Q: 3 clusters Score -1065030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1065039.625000 Penalty: 4472.190430
	Iteration 31Q: 3 clusters Score -1065040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1065046.875000 Penalty: 4472.190430
	Iteration 32Q: 3 clusters Score -1065047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1065053.625000 Penalty: 4472.190430
	Iteration 33Q: 3 clusters Score -1065054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1065059.625000 Penalty: 4472.190430
	Iteration 34Q: 3 clusters Score -1065060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1065068.875000 Penalty: 4472.190430
	Iteration 35Q: 3 clusters Score -1065069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1065073.875000 Penalty: 4472.190430
	Iteration 36Q: 3 clusters Score -1065074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1065080.500000 Penalty: 4472.190430
	Iteration 37Q: 3 clusters Score -1065080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1065087.375000 Penalty: 4472.190430
	Iteration 38Q: 3 clusters Score -1065087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1065092.875000 Penalty: 4472.190430
	Iteration 39Q: 3 clusters Score -1065093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1065098.375000 Penalty: 4472.190430
	Iteration 40F: 3 clusters Score -1065098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1065102.000000 Penalty: 4472.190430
	Iteration 41Q: 3 clusters Score -1065102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1065104.750000 Penalty: 4472.190430
	Iteration 42Q: 3 clusters Score -1065105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1065104.875000 Penalty: 4472.190430
	Iteration 43Q: 3 clusters Score -1065105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1065106.625000 Penalty: 4472.190430
	Iteration 44Q: 3 clusters Score -1065107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1065106.625000 Penalty: 4472.190430
	Iteration 45F: 3 clusters Score -1065107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (179396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179396 members 
Entering Unmasked Estep 
Score: -23179380.000000 Penalty: 3000.143066
	Iteration 0F: 2 clusters Score -2.317938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89246 members 
Mstep: Class 2 contains 90150 members 
Entering Unmasked Estep 
Score: -23067720.000000 Penalty: 6000.286133
	Iteration 0F: 3 clusters Score -2.306772e+07 nChanged 85989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82287 members 
Mstep: Class 2 contains 97109 members 
Entering Unmasked Estep 
Score: -23118074.000000 Penalty: 6000.286133
	Iteration 1F: 3 clusters Score -2.311807e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77708 members 
Mstep: Class 2 contains 101688 members 
Entering Unmasked Estep 
Score: -23119794.000000 Penalty: 6000.286133
	Iteration 2Q: 3 clusters Score -2.311979e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70515 members 
Mstep: Class 2 contains 108881 members 
Entering Unmasked Estep 
Score: -23122944.000000 Penalty: 6000.286133
	Iteration 3Q: 3 clusters Score -2.312294e+07 nChanged 11381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 119792 members 
Entering Unmasked Estep 
Score: -23129108.000000 Penalty: 6000.286133
	Iteration 4F: 3 clusters Score -2.312911e+07 nChanged 14999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 134513 members 
Entering Unmasked Estep 
Score: -23139960.000000 Penalty: 6000.286133
	Iteration 5F: 3 clusters Score -2.313996e+07 nChanged 16646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 150977 members 
Entering Unmasked Estep 
Score: -23154760.000000 Penalty: 6000.286133
	Iteration 6F: 3 clusters Score -2.315476e+07 nChanged 13813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 164672 members 
Entering Unmasked Estep 
Score: -23167462.000000 Penalty: 6000.286133
	Iteration 7F: 3 clusters Score -2.316746e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 172799 members 
Entering Unmasked Estep 
Score: -23173220.000000 Penalty: 6000.286133
	Iteration 8Q: 3 clusters Score -2.317322e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 176393 members 
Entering Unmasked Estep 
Score: -23175146.000000 Penalty: 6000.286133
	Iteration 9Q: 3 clusters Score -2.317515e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 177796 members 
Entering Unmasked Estep 
Score: -23175898.000000 Penalty: 6000.286133
	Iteration 10Q: 3 clusters Score -2.31759e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 178373 members 
Entering Unmasked Estep 
Score: -23176276.000000 Penalty: 6000.286133
	Iteration 11Q: 3 clusters Score -2.317628e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 178653 members 
Entering Unmasked Estep 
Score: -23176510.000000 Penalty: 6000.286133
	Iteration 12Q: 3 clusters Score -2.317651e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 178786 members 
Entering Unmasked Estep 
Score: -23176624.000000 Penalty: 6000.286133
	Iteration 13Q: 3 clusters Score -2.317662e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 178851 members 
Entering Unmasked Estep 
Score: -23176694.000000 Penalty: 6000.286133
	Iteration 14Q: 3 clusters Score -2.317669e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 178898 members 
Entering Unmasked Estep 
Score: -23176726.000000 Penalty: 6000.286133
	Iteration 15Q: 3 clusters Score -2.317673e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 178929 members 
Entering Unmasked Estep 
Score: -23176778.000000 Penalty: 6000.286133
	Iteration 16Q: 3 clusters Score -2.317678e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 178949 members 
Entering Unmasked Estep 
Score: -23176772.000000 Penalty: 6000.286133
	Iteration 17Q: 3 clusters Score -2.317677e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 178956 members 
Entering Unmasked Estep 
Score: -23176792.000000 Penalty: 6000.286133
	Iteration 18Q: 3 clusters Score -2.317679e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 178964 members 
Entering Unmasked Estep 
Score: -23176792.000000 Penalty: 6000.286133
	Iteration 19Q: 3 clusters Score -2.317679e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 178974 members 
Entering Unmasked Estep 
Score: -23176798.000000 Penalty: 6000.286133
	Iteration 20F: 3 clusters Score -2.31768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 178981 members 
Entering Unmasked Estep 
Score: -23176820.000000 Penalty: 6000.286133
	Iteration 21Q: 3 clusters Score -2.317682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 178983 members 
Entering Unmasked Estep 
Score: -23176840.000000 Penalty: 6000.286133
	Iteration 22Q: 3 clusters Score -2.317684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 178993 members 
Entering Unmasked Estep 
Score: -23176872.000000 Penalty: 6000.286133
	Iteration 23Q: 3 clusters Score -2.317687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 178996 members 
Entering Unmasked Estep 
Score: -23176876.000000 Penalty: 6000.286133
	Iteration 24Q: 3 clusters Score -2.317688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 178998 members 
Entering Unmasked Estep 
Score: -23176892.000000 Penalty: 6000.286133
	Iteration 25Q: 3 clusters Score -2.317689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 178999 members 
Entering Unmasked Estep 
Score: -23176900.000000 Penalty: 6000.286133
	Iteration 26Q: 3 clusters Score -2.31769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 179000 members 
Entering Unmasked Estep 
Score: -23176898.000000 Penalty: 6000.286133
	Iteration 27Q: 3 clusters Score -2.31769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 179001 members 
Entering Unmasked Estep 
Score: -23176924.000000 Penalty: 6000.286133
	Iteration 28Q: 3 clusters Score -2.317692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 179002 members 
Entering Unmasked Estep 
Score: -23176930.000000 Penalty: 6000.286133
	Iteration 29Q: 3 clusters Score -2.317693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 179003 members 
Entering Unmasked Estep 
Score: -23176916.000000 Penalty: 6000.286133
	Iteration 30Q: 3 clusters Score -2.317692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 179003 members 
Entering Unmasked Estep 
Score: -23176918.000000 Penalty: 6000.286133
	Iteration 31Q: 3 clusters Score -2.317692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 179004 members 
Entering Unmasked Estep 
Score: -23176916.000000 Penalty: 6000.286133
	Iteration 32Q: 3 clusters Score -2.317692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 179004 members 
Entering Unmasked Estep 
Score: -23176920.000000 Penalty: 6000.286133
	Iteration 33Q: 3 clusters Score -2.317692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 179006 members 
Entering Unmasked Estep 
Score: -23176914.000000 Penalty: 6000.286133
	Iteration 34Q: 3 clusters Score -2.317691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 179006 members 
Entering Unmasked Estep 
Score: -23176914.000000 Penalty: 6000.286133
	Iteration 35F: 3 clusters Score -2.317691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -75766.757812 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -75766.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74250.398438 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -74250.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74713.304688 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -74713.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -75001.945312 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -75001.95 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -75260.968750 Penalty: 3229.825684
	Iteration 3F: 3 clusters Score -75260.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75408.109375 Penalty: 3229.825684
	Iteration 4F: 3 clusters Score -75408.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -75486.804688 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -75486.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -75531.492188 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -75531.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -75562.390625 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -75562.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -75595.968750 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -75595.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75602.718750 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -75602.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -75615.335938 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -75615.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -75681.929688 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -75681.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -75699.210938 Penalty: 3229.825684
	Iteration 12Q: 3 clusters Score -75699.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -75816.664062 Penalty: 3229.825684
	Iteration 13Q: 3 clusters Score -75816.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -75839.914062 Penalty: 3229.825684
	Iteration 14Q: 3 clusters Score -75839.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -75844.835938 Penalty: 3229.825684
	Iteration 15Q: 3 clusters Score -75844.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -75844.835938 Penalty: 3229.825684
	Iteration 16F: 3 clusters Score -75844.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 2753 members 
Mstep: Class 7 contains 18972 members 
Mstep: Class 8 contains 15114 members 
Mstep: Class 9 contains 78446 members 
Mstep: Class 10 contains 18347 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 13065 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 140628 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 57080 members 
Mstep: Class 18 contains 97682 members 
Mstep: Class 19 contains 8238 members 
Mstep: Class 20 contains 179396 members 
Mstep: Class 21 contains 246 members 
Mstep: Class 22 contains 85075 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 28058 members 
Mstep: Class 26 contains 40965 members 
Mstep: Class 27 contains 12933 members 
Mstep: Class 28 contains 5320 members 
Mstep: Class 29 contains 9207 members 
Mstep: Class 30 contains 179699 members 
Mstep: Class 31 contains 2673 members 
Mstep: Class 32 contains 11299 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 50124 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 14773 members 
Mstep: Class 39 contains 427 members 
Entering Unmasked Estep 
Score: -150643808.000000 Penalty: 135493.656250
Splitting cluster 21 changes total score from -150646016.000000 to -150643808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (85075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85075 members 
Entering Unmasked Estep 
Score: -11022111.000000 Penalty: 2815.119629
	Iteration 0F: 2 clusters Score -1.102211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -10964828.000000 Penalty: 5630.239258
	Iteration 0F: 3 clusters Score -1.096483e+07 nChanged 40119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -10987581.000000 Penalty: 5630.239258
	Iteration 1F: 3 clusters Score -1.098758e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -10988176.000000 Penalty: 5630.239258
	Iteration 2Q: 3 clusters Score -1.098818e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -10988896.000000 Penalty: 5630.239258
	Iteration 3Q: 3 clusters Score -1.09889e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -10989969.000000 Penalty: 5630.239258
	Iteration 4Q: 3 clusters Score -1.098997e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -10991445.000000 Penalty: 5630.239258
	Iteration 5Q: 3 clusters Score -1.099144e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -10993519.000000 Penalty: 5630.239258
	Iteration 6Q: 3 clusters Score -1.099352e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -10996291.000000 Penalty: 5630.239258
	Iteration 7F: 3 clusters Score -1.099629e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -10999132.000000 Penalty: 5630.239258
	Iteration 8F: 3 clusters Score -1.099913e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -11001786.000000 Penalty: 5630.239258
	Iteration 9F: 3 clusters Score -1.100179e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -11003762.000000 Penalty: 5630.239258
	Iteration 10F: 3 clusters Score -1.100376e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -11005150.000000 Penalty: 5630.239258
	Iteration 11Q: 3 clusters Score -1.100515e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -11006343.000000 Penalty: 5630.239258
	Iteration 12Q: 3 clusters Score -1.100634e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -11007663.000000 Penalty: 5630.239258
	Iteration 13Q: 3 clusters Score -1.100766e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -11009406.000000 Penalty: 5630.239258
	Iteration 14Q: 3 clusters Score -1.100941e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -11011499.000000 Penalty: 5630.239258
	Iteration 15Q: 3 clusters Score -1.10115e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -11013543.000000 Penalty: 5630.239258
	Iteration 16Q: 3 clusters Score -1.101354e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -11015288.000000 Penalty: 5630.239258
	Iteration 17Q: 3 clusters Score -1.101529e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -11016366.000000 Penalty: 5630.239258
	Iteration 18Q: 3 clusters Score -1.101637e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -11016976.000000 Penalty: 5630.239258
	Iteration 19Q: 3 clusters Score -1.101698e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -11017373.000000 Penalty: 5630.239258
	Iteration 20F: 3 clusters Score -1.101737e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -11017652.000000 Penalty: 5630.239258
	Iteration 21Q: 3 clusters Score -1.101765e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -11017785.000000 Penalty: 5630.239258
	Iteration 22Q: 3 clusters Score -1.101778e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -11017911.000000 Penalty: 5630.239258
	Iteration 23Q: 3 clusters Score -1.101791e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -11017943.000000 Penalty: 5630.239258
	Iteration 24Q: 3 clusters Score -1.101794e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -11018009.000000 Penalty: 5630.239258
	Iteration 25Q: 3 clusters Score -1.101801e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -11018070.000000 Penalty: 5630.239258
	Iteration 26Q: 3 clusters Score -1.101807e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 58267 members 
Entering Unmasked Estep 
Score: -11018134.000000 Penalty: 5630.239258
	Iteration 27Q: 3 clusters Score -1.101813e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -11018223.000000 Penalty: 5630.239258
	Iteration 28Q: 3 clusters Score -1.101822e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -11018259.000000 Penalty: 5630.239258
	Iteration 29Q: 3 clusters Score -1.101826e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 59155 members 
Entering Unmasked Estep 
Score: -11018282.000000 Penalty: 5630.239258
	Iteration 30Q: 3 clusters Score -1.101828e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -11018292.000000 Penalty: 5630.239258
	Iteration 31Q: 3 clusters Score -1.101829e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 59574 members 
Entering Unmasked Estep 
Score: -11018330.000000 Penalty: 5630.239258
	Iteration 32Q: 3 clusters Score -1.101833e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
Score: -11018302.000000 Penalty: 5630.239258
	Iteration 33Q: 3 clusters Score -1.10183e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -11018318.000000 Penalty: 5630.239258
	Iteration 34Q: 3 clusters Score -1.101832e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -11018324.000000 Penalty: 5630.239258
	Iteration 35Q: 3 clusters Score -1.101832e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -11018318.000000 Penalty: 5630.239258
	Iteration 36Q: 3 clusters Score -1.101832e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -11018322.000000 Penalty: 5630.239258
	Iteration 37Q: 3 clusters Score -1.101832e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 60414 members 
Entering Unmasked Estep 
Score: -11018350.000000 Penalty: 5630.239258
	Iteration 38Q: 3 clusters Score -1.101835e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -11018341.000000 Penalty: 5630.239258
	Iteration 39Q: 3 clusters Score -1.101834e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 60643 members 
Entering Unmasked Estep 
Score: -11018324.000000 Penalty: 5630.239258
	Iteration 40F: 3 clusters Score -1.101832e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -11018334.000000 Penalty: 5630.239258
	Iteration 41Q: 3 clusters Score -1.101833e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -11018349.000000 Penalty: 5630.239258
	Iteration 42Q: 3 clusters Score -1.101835e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -11018357.000000 Penalty: 5630.239258
	Iteration 43Q: 3 clusters Score -1.101836e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
Score: -11018359.000000 Penalty: 5630.239258
	Iteration 44Q: 3 clusters Score -1.101836e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 61143 members 
Entering Unmasked Estep 
Score: -11018372.000000 Penalty: 5630.239258
	Iteration 45Q: 3 clusters Score -1.101837e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -11018435.000000 Penalty: 5630.239258
	Iteration 46Q: 3 clusters Score -1.101844e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -11018419.000000 Penalty: 5630.239258
	Iteration 47Q: 3 clusters Score -1.101842e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -11018438.000000 Penalty: 5630.239258
	Iteration 48Q: 3 clusters Score -1.101844e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -11018451.000000 Penalty: 5630.239258
	Iteration 49Q: 3 clusters Score -1.101845e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -11018448.000000 Penalty: 5630.239258
	Iteration 50Q: 3 clusters Score -1.101845e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 61460 members 
Entering Unmasked Estep 
Score: -11018449.000000 Penalty: 5630.239258
	Iteration 51Q: 3 clusters Score -1.101845e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -11018443.000000 Penalty: 5630.239258
	Iteration 52Q: 3 clusters Score -1.101844e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -11018433.000000 Penalty: 5630.239258
	Iteration 53Q: 3 clusters Score -1.101843e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -11018432.000000 Penalty: 5630.239258
	Iteration 54Q: 3 clusters Score -1.101843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 61592 members 
Entering Unmasked Estep 
Score: -11018438.000000 Penalty: 5630.239258
	Iteration 55Q: 3 clusters Score -1.101844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -11018450.000000 Penalty: 5630.239258
	Iteration 56Q: 3 clusters Score -1.101845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -11018453.000000 Penalty: 5630.239258
	Iteration 57Q: 3 clusters Score -1.101845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -11018458.000000 Penalty: 5630.239258
	Iteration 58Q: 3 clusters Score -1.101846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 61632 members 
Entering Unmasked Estep 
Score: -11018461.000000 Penalty: 5630.239258
	Iteration 59Q: 3 clusters Score -1.101846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
Score: -11018461.000000 Penalty: 5630.239258
	Iteration 60F: 3 clusters Score -1.101846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 61639 members 
Entering Unmasked Estep 
Score: -11018464.000000 Penalty: 5630.239258
	Iteration 61Q: 3 clusters Score -1.101846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 61643 members 
Entering Unmasked Estep 
Score: -11018462.000000 Penalty: 5630.239258
	Iteration 62Q: 3 clusters Score -1.101846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -11018458.000000 Penalty: 5630.239258
	Iteration 63Q: 3 clusters Score -1.101846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 61649 members 
Entering Unmasked Estep 
Score: -11018463.000000 Penalty: 5630.239258
	Iteration 64Q: 3 clusters Score -1.101846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 61654 members 
Entering Unmasked Estep 
Score: -11018465.000000 Penalty: 5630.239258
	Iteration 65Q: 3 clusters Score -1.101846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 61662 members 
Entering Unmasked Estep 
Score: -11018462.000000 Penalty: 5630.239258
	Iteration 66Q: 3 clusters Score -1.101846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -11018458.000000 Penalty: 5630.239258
	Iteration 67Q: 3 clusters Score -1.101846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 61691 members 
Entering Unmasked Estep 
Score: -11018447.000000 Penalty: 5630.239258
	Iteration 68Q: 3 clusters Score -1.101845e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -11018464.000000 Penalty: 5630.239258
	Iteration 69Q: 3 clusters Score -1.101846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 61726 members 
Entering Unmasked Estep 
Score: -11018470.000000 Penalty: 5630.239258
	Iteration 70Q: 3 clusters Score -1.101847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 61747 members 
Entering Unmasked Estep 
Score: -11018479.000000 Penalty: 5630.239258
	Iteration 71Q: 3 clusters Score -1.101848e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 61765 members 
Entering Unmasked Estep 
Score: -11018483.000000 Penalty: 5630.239258
	Iteration 72Q: 3 clusters Score -1.101848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -11018479.000000 Penalty: 5630.239258
	Iteration 73Q: 3 clusters Score -1.101848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -11018479.000000 Penalty: 5630.239258
	Iteration 74Q: 3 clusters Score -1.101848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -11018480.000000 Penalty: 5630.239258
	Iteration 75Q: 3 clusters Score -1.101848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 61844 members 
Entering Unmasked Estep 
Score: -11018474.000000 Penalty: 5630.239258
	Iteration 76Q: 3 clusters Score -1.101847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
Score: -11018462.000000 Penalty: 5630.239258
	Iteration 77Q: 3 clusters Score -1.101846e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -11018466.000000 Penalty: 5630.239258
	Iteration 78Q: 3 clusters Score -1.101847e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -11018462.000000 Penalty: 5630.239258
	Iteration 79Q: 3 clusters Score -1.101846e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -11018467.000000 Penalty: 5630.239258
	Iteration 80F: 3 clusters Score -1.101847e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -11018460.000000 Penalty: 5630.239258
	Iteration 81Q: 3 clusters Score -1.101846e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -11018482.000000 Penalty: 5630.239258
	Iteration 82Q: 3 clusters Score -1.101848e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -11018475.000000 Penalty: 5630.239258
	Iteration 83Q: 3 clusters Score -1.101848e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -11018462.000000 Penalty: 5630.239258
	Iteration 84Q: 3 clusters Score -1.101846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -11018465.000000 Penalty: 5630.239258
	Iteration 85Q: 3 clusters Score -1.101846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -11018463.000000 Penalty: 5630.239258
	Iteration 86Q: 3 clusters Score -1.101846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -11018470.000000 Penalty: 5630.239258
	Iteration 87Q: 3 clusters Score -1.101847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -11018468.000000 Penalty: 5630.239258
	Iteration 88Q: 3 clusters Score -1.101847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 62070 members 
Entering Unmasked Estep 
Score: -11018464.000000 Penalty: 5630.239258
	Iteration 89Q: 3 clusters Score -1.101846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 62075 members 
Entering Unmasked Estep 
Score: -11018467.000000 Penalty: 5630.239258
	Iteration 90Q: 3 clusters Score -1.101847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -11018470.000000 Penalty: 5630.239258
	Iteration 91Q: 3 clusters Score -1.101847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -11018468.000000 Penalty: 5630.239258
	Iteration 92Q: 3 clusters Score -1.101847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -11018472.000000 Penalty: 5630.239258
	Iteration 93Q: 3 clusters Score -1.101847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -11018478.000000 Penalty: 5630.239258
	Iteration 94Q: 3 clusters Score -1.101848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 62115 members 
Entering Unmasked Estep 
Score: -11018483.000000 Penalty: 5630.239258
	Iteration 95Q: 3 clusters Score -1.101848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -11018479.000000 Penalty: 5630.239258
	Iteration 96Q: 3 clusters Score -1.101848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -11018479.000000 Penalty: 5630.239258
	Iteration 97F: 3 clusters Score -1.101848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Entering Unmasked Estep 
Score: -544428.750000 Penalty: 2069.319336
	Iteration 0F: 2 clusters Score -544428.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -540409.750000 Penalty: 4138.638672
	Iteration 0F: 3 clusters Score -540409.8 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -541330.312500 Penalty: 4138.638672
	Iteration 1F: 3 clusters Score -541330.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -541512.750000 Penalty: 4138.638672
	Iteration 2F: 3 clusters Score -541512.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -541594.187500 Penalty: 4138.638672
	Iteration 3Q: 3 clusters Score -541594.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -541645.937500 Penalty: 4138.638672
	Iteration 4Q: 3 clusters Score -541645.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -541683.500000 Penalty: 4138.638672
	Iteration 5Q: 3 clusters Score -541683.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -541711.000000 Penalty: 4138.638672
	Iteration 6Q: 3 clusters Score -541711 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -541734.812500 Penalty: 4138.638672
	Iteration 7Q: 3 clusters Score -541734.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -541759.812500 Penalty: 4138.638672
	Iteration 8Q: 3 clusters Score -541759.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -541783.375000 Penalty: 4138.638672
	Iteration 9Q: 3 clusters Score -541783.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -541802.812500 Penalty: 4138.638672
	Iteration 10Q: 3 clusters Score -541802.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -541822.062500 Penalty: 4138.638672
	Iteration 11Q: 3 clusters Score -541822.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -541838.562500 Penalty: 4138.638672
	Iteration 12Q: 3 clusters Score -541838.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -541854.125000 Penalty: 4138.638672
	Iteration 13Q: 3 clusters Score -541854.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -541870.937500 Penalty: 4138.638672
	Iteration 14Q: 3 clusters Score -541870.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -541883.687500 Penalty: 4138.638672
	Iteration 15Q: 3 clusters Score -541883.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -541893.437500 Penalty: 4138.638672
	Iteration 16Q: 3 clusters Score -541893.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -541903.187500 Penalty: 4138.638672
	Iteration 17Q: 3 clusters Score -541903.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -541910.125000 Penalty: 4138.638672
	Iteration 18Q: 3 clusters Score -541910.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -541917.375000 Penalty: 4138.638672
	Iteration 19Q: 3 clusters Score -541917.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -541922.562500 Penalty: 4138.638672
	Iteration 20F: 3 clusters Score -541922.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -541929.875000 Penalty: 4138.638672
	Iteration 21Q: 3 clusters Score -541929.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -541935.875000 Penalty: 4138.638672
	Iteration 22Q: 3 clusters Score -541935.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -541939.937500 Penalty: 4138.638672
	Iteration 23Q: 3 clusters Score -541939.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -541944.562500 Penalty: 4138.638672
	Iteration 24Q: 3 clusters Score -541944.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -541946.625000 Penalty: 4138.638672
	Iteration 25Q: 3 clusters Score -541946.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -541948.250000 Penalty: 4138.638672
	Iteration 26Q: 3 clusters Score -541948.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -541951.687500 Penalty: 4138.638672
	Iteration 27Q: 3 clusters Score -541951.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -541956.000000 Penalty: 4138.638672
	Iteration 28Q: 3 clusters Score -541956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -541959.750000 Penalty: 4138.638672
	Iteration 29Q: 3 clusters Score -541959.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -541964.437500 Penalty: 4138.638672
	Iteration 30Q: 3 clusters Score -541964.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -541966.625000 Penalty: 4138.638672
	Iteration 31Q: 3 clusters Score -541966.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -541967.875000 Penalty: 4138.638672
	Iteration 32Q: 3 clusters Score -541967.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -541969.937500 Penalty: 4138.638672
	Iteration 33Q: 3 clusters Score -541969.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -541974.750000 Penalty: 4138.638672
	Iteration 34Q: 3 clusters Score -541974.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -541980.000000 Penalty: 4138.638672
	Iteration 35Q: 3 clusters Score -541980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -541985.062500 Penalty: 4138.638672
	Iteration 36Q: 3 clusters Score -541985.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -541989.812500 Penalty: 4138.638672
	Iteration 37Q: 3 clusters Score -541989.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -541997.000000 Penalty: 4138.638672
	Iteration 38Q: 3 clusters Score -541997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -542006.000000 Penalty: 4138.638672
	Iteration 39Q: 3 clusters Score -542006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -542016.625000 Penalty: 4138.638672
	Iteration 40F: 3 clusters Score -542016.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -542029.250000 Penalty: 4138.638672
	Iteration 41Q: 3 clusters Score -542029.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -542041.500000 Penalty: 4138.638672
	Iteration 42Q: 3 clusters Score -542041.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -542051.312500 Penalty: 4138.638672
	Iteration 43Q: 3 clusters Score -542051.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -542062.750000 Penalty: 4138.638672
	Iteration 44Q: 3 clusters Score -542062.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -542070.625000 Penalty: 4138.638672
	Iteration 45Q: 3 clusters Score -542070.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -542083.312500 Penalty: 4138.638672
	Iteration 46Q: 3 clusters Score -542083.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -542097.875000 Penalty: 4138.638672
	Iteration 47Q: 3 clusters Score -542097.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -542113.937500 Penalty: 4138.638672
	Iteration 48Q: 3 clusters Score -542113.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -542129.062500 Penalty: 4138.638672
	Iteration 49Q: 3 clusters Score -542129.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -542144.625000 Penalty: 4138.638672
	Iteration 50Q: 3 clusters Score -542144.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -542156.687500 Penalty: 4138.638672
	Iteration 51Q: 3 clusters Score -542156.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -542173.687500 Penalty: 4138.638672
	Iteration 52Q: 3 clusters Score -542173.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -542189.687500 Penalty: 4138.638672
	Iteration 53Q: 3 clusters Score -542189.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -542212.500000 Penalty: 4138.638672
	Iteration 54Q: 3 clusters Score -542212.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -542235.875000 Penalty: 4138.638672
	Iteration 55Q: 3 clusters Score -542235.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -542262.125000 Penalty: 4138.638672
	Iteration 56Q: 3 clusters Score -542262.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -542280.125000 Penalty: 4138.638672
	Iteration 57Q: 3 clusters Score -542280.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -542296.687500 Penalty: 4138.638672
	Iteration 58Q: 3 clusters Score -542296.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -542315.437500 Penalty: 4138.638672
	Iteration 59Q: 3 clusters Score -542315.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -542340.250000 Penalty: 4138.638672
	Iteration 60F: 3 clusters Score -542340.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -542368.500000 Penalty: 4138.638672
	Iteration 61Q: 3 clusters Score -542368.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -542394.312500 Penalty: 4138.638672
	Iteration 62Q: 3 clusters Score -542394.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -542423.875000 Penalty: 4138.638672
	Iteration 63Q: 3 clusters Score -542423.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -542452.187500 Penalty: 4138.638672
	Iteration 64Q: 3 clusters Score -542452.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -542469.500000 Penalty: 4138.638672
	Iteration 65Q: 3 clusters Score -542469.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -542482.812500 Penalty: 4138.638672
	Iteration 66Q: 3 clusters Score -542482.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -542496.187500 Penalty: 4138.638672
	Iteration 67Q: 3 clusters Score -542496.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -542502.500000 Penalty: 4138.638672
	Iteration 68Q: 3 clusters Score -542502.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -542508.437500 Penalty: 4138.638672
	Iteration 69Q: 3 clusters Score -542508.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -542512.000000 Penalty: 4138.638672
	Iteration 70Q: 3 clusters Score -542512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -542519.312500 Penalty: 4138.638672
	Iteration 71Q: 3 clusters Score -542519.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -542528.375000 Penalty: 4138.638672
	Iteration 72Q: 3 clusters Score -542528.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -542536.312500 Penalty: 4138.638672
	Iteration 73Q: 3 clusters Score -542536.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -542542.625000 Penalty: 4138.638672
	Iteration 74Q: 3 clusters Score -542542.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -542546.312500 Penalty: 4138.638672
	Iteration 75Q: 3 clusters Score -542546.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -542549.437500 Penalty: 4138.638672
	Iteration 76Q: 3 clusters Score -542549.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -542554.625000 Penalty: 4138.638672
	Iteration 77Q: 3 clusters Score -542554.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -542556.937500 Penalty: 4138.638672
	Iteration 78Q: 3 clusters Score -542556.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -542562.812500 Penalty: 4138.638672
	Iteration 79Q: 3 clusters Score -542562.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -542572.937500 Penalty: 4138.638672
	Iteration 80F: 3 clusters Score -542572.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -542579.812500 Penalty: 4138.638672
	Iteration 81Q: 3 clusters Score -542579.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -542588.625000 Penalty: 4138.638672
	Iteration 82Q: 3 clusters Score -542588.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -542599.437500 Penalty: 4138.638672
	Iteration 83Q: 3 clusters Score -542599.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -542608.000000 Penalty: 4138.638672
	Iteration 84Q: 3 clusters Score -542608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -542613.937500 Penalty: 4138.638672
	Iteration 85Q: 3 clusters Score -542613.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -542620.812500 Penalty: 4138.638672
	Iteration 86Q: 3 clusters Score -542620.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -542625.500000 Penalty: 4138.638672
	Iteration 87Q: 3 clusters Score -542625.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -542633.625000 Penalty: 4138.638672
	Iteration 88Q: 3 clusters Score -542633.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -542639.062500 Penalty: 4138.638672
	Iteration 89Q: 3 clusters Score -542639.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -542646.750000 Penalty: 4138.638672
	Iteration 90Q: 3 clusters Score -542646.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -542655.187500 Penalty: 4138.638672
	Iteration 91Q: 3 clusters Score -542655.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -542666.500000 Penalty: 4138.638672
	Iteration 92Q: 3 clusters Score -542666.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -542671.250000 Penalty: 4138.638672
	Iteration 93Q: 3 clusters Score -542671.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -542678.000000 Penalty: 4138.638672
	Iteration 94Q: 3 clusters Score -542678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -542679.687500 Penalty: 4138.638672
	Iteration 95Q: 3 clusters Score -542679.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -542682.500000 Penalty: 4138.638672
	Iteration 96Q: 3 clusters Score -542682.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -542684.437500 Penalty: 4138.638672
	Iteration 97Q: 3 clusters Score -542684.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -542685.437500 Penalty: 4138.638672
	Iteration 98Q: 3 clusters Score -542685.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -542685.375000 Penalty: 4138.638672
	Iteration 99Q: 3 clusters Score -542685.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -542687.437500 Penalty: 4138.638672
	Iteration 100F: 3 clusters Score -542687.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -542688.312500 Penalty: 4138.638672
	Iteration 101Q: 3 clusters Score -542688.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -542689.875000 Penalty: 4138.638672
	Iteration 102Q: 3 clusters Score -542689.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -542689.750000 Penalty: 4138.638672
	Iteration 103Q: 3 clusters Score -542689.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -542690.312500 Penalty: 4138.638672
	Iteration 104Q: 3 clusters Score -542690.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -542690.875000 Penalty: 4138.638672
	Iteration 105Q: 3 clusters Score -542690.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -542690.875000 Penalty: 4138.638672
	Iteration 106F: 3 clusters Score -542690.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Entering Unmasked Estep 
Score: -1664345.250000 Penalty: 2356.912842
	Iteration 0F: 2 clusters Score -1664345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1654521.625000 Penalty: 4713.825684
	Iteration 0F: 3 clusters Score -1654522 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1657649.625000 Penalty: 4713.825684
	Iteration 1F: 3 clusters Score -1657650 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1658231.250000 Penalty: 4713.825684
	Iteration 2F: 3 clusters Score -1658231 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1658929.875000 Penalty: 4713.825684
	Iteration 3F: 3 clusters Score -1658930 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1659679.000000 Penalty: 4713.825684
	Iteration 4F: 3 clusters Score -1659679 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1660386.000000 Penalty: 4713.825684
	Iteration 5F: 3 clusters Score -1660386 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1660876.375000 Penalty: 4713.825684
	Iteration 6F: 3 clusters Score -1660876 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1661191.375000 Penalty: 4713.825684
	Iteration 7Q: 3 clusters Score -1661191 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1661395.750000 Penalty: 4713.825684
	Iteration 8Q: 3 clusters Score -1661396 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1661517.875000 Penalty: 4713.825684
	Iteration 9Q: 3 clusters Score -1661518 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1661608.250000 Penalty: 4713.825684
	Iteration 10Q: 3 clusters Score -1661608 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1661661.375000 Penalty: 4713.825684
	Iteration 11Q: 3 clusters Score -1661661 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1661701.875000 Penalty: 4713.825684
	Iteration 12Q: 3 clusters Score -1661702 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1661734.875000 Penalty: 4713.825684
	Iteration 13Q: 3 clusters Score -1661735 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1661750.250000 Penalty: 4713.825684
	Iteration 14Q: 3 clusters Score -1661750 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1661763.375000 Penalty: 4713.825684
	Iteration 15Q: 3 clusters Score -1661763 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1661776.750000 Penalty: 4713.825684
	Iteration 16Q: 3 clusters Score -1661777 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1661782.375000 Penalty: 4713.825684
	Iteration 17Q: 3 clusters Score -1661782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1661782.250000 Penalty: 4713.825684
	Iteration 18Q: 3 clusters Score -1661782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1661788.375000 Penalty: 4713.825684
	Iteration 19Q: 3 clusters Score -1661788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1661792.625000 Penalty: 4713.825684
	Iteration 20F: 3 clusters Score -1661793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1661800.375000 Penalty: 4713.825684
	Iteration 21Q: 3 clusters Score -1661800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1661797.000000 Penalty: 4713.825684
	Iteration 22Q: 3 clusters Score -1661797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1661798.750000 Penalty: 4713.825684
	Iteration 23Q: 3 clusters Score -1661799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1661798.000000 Penalty: 4713.825684
	Iteration 24Q: 3 clusters Score -1661798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1661799.125000 Penalty: 4713.825684
	Iteration 25Q: 3 clusters Score -1661799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1661797.500000 Penalty: 4713.825684
	Iteration 26Q: 3 clusters Score -1661798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1661795.750000 Penalty: 4713.825684
	Iteration 27Q: 3 clusters Score -1661796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1661795.875000 Penalty: 4713.825684
	Iteration 28Q: 3 clusters Score -1661796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1661799.000000 Penalty: 4713.825684
	Iteration 29Q: 3 clusters Score -1661799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1661799.875000 Penalty: 4713.825684
	Iteration 30Q: 3 clusters Score -1661800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1661802.000000 Penalty: 4713.825684
	Iteration 31Q: 3 clusters Score -1661802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1661806.375000 Penalty: 4713.825684
	Iteration 32Q: 3 clusters Score -1661806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1661804.625000 Penalty: 4713.825684
	Iteration 33Q: 3 clusters Score -1661805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1661803.375000 Penalty: 4713.825684
	Iteration 34Q: 3 clusters Score -1661803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1661803.250000 Penalty: 4713.825684
	Iteration 35Q: 3 clusters Score -1661803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1661806.125000 Penalty: 4713.825684
	Iteration 36Q: 3 clusters Score -1661806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1661806.000000 Penalty: 4713.825684
	Iteration 37Q: 3 clusters Score -1661806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1661802.125000 Penalty: 4713.825684
	Iteration 38Q: 3 clusters Score -1661802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1661801.250000 Penalty: 4713.825684
	Iteration 39Q: 3 clusters Score -1661801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1661805.750000 Penalty: 4713.825684
	Iteration 40F: 3 clusters Score -1661806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Entering Unmasked Estep 
Score: -3559998.250000 Penalty: 2540.023193
	Iteration 0F: 2 clusters Score -3559998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3540691.250000 Penalty: 5080.046387
	Iteration 0F: 3 clusters Score -3540691 nChanged 12576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3547386.500000 Penalty: 5080.046387
	Iteration 1F: 3 clusters Score -3547386 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -3547802.750000 Penalty: 5080.046387
	Iteration 2Q: 3 clusters Score -3547803 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3548277.000000 Penalty: 5080.046387
	Iteration 3Q: 3 clusters Score -3548277 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3548915.000000 Penalty: 5080.046387
	Iteration 4Q: 3 clusters Score -3548915 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -3549721.250000 Penalty: 5080.046387
	Iteration 5F: 3 clusters Score -3549721 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3550859.750000 Penalty: 5080.046387
	Iteration 6F: 3 clusters Score -3550860 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -3552334.500000 Penalty: 5080.046387
	Iteration 7F: 3 clusters Score -3552334 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3553952.500000 Penalty: 5080.046387
	Iteration 8F: 3 clusters Score -3553952 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3555426.500000 Penalty: 5080.046387
	Iteration 9F: 3 clusters Score -3555426 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3556447.000000 Penalty: 5080.046387
	Iteration 10Q: 3 clusters Score -3556447 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3557054.000000 Penalty: 5080.046387
	Iteration 11Q: 3 clusters Score -3557054 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3557390.250000 Penalty: 5080.046387
	Iteration 12Q: 3 clusters Score -3557390 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3557544.500000 Penalty: 5080.046387
	Iteration 13Q: 3 clusters Score -3557544 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3557630.000000 Penalty: 5080.046387
	Iteration 14Q: 3 clusters Score -3557630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3557669.500000 Penalty: 5080.046387
	Iteration 15Q: 3 clusters Score -3557670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3557694.250000 Penalty: 5080.046387
	Iteration 16Q: 3 clusters Score -3557694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3557709.250000 Penalty: 5080.046387
	Iteration 17Q: 3 clusters Score -3557709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3557720.500000 Penalty: 5080.046387
	Iteration 18Q: 3 clusters Score -3557720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3557738.000000 Penalty: 5080.046387
	Iteration 19Q: 3 clusters Score -3557738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3557747.250000 Penalty: 5080.046387
	Iteration 20F: 3 clusters Score -3557747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3557751.750000 Penalty: 5080.046387
	Iteration 21Q: 3 clusters Score -3557752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3557755.000000 Penalty: 5080.046387
	Iteration 22Q: 3 clusters Score -3557755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3557760.250000 Penalty: 5080.046387
	Iteration 23Q: 3 clusters Score -3557760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3557770.250000 Penalty: 5080.046387
	Iteration 24Q: 3 clusters Score -3557770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3557778.250000 Penalty: 5080.046387
	Iteration 25Q: 3 clusters Score -3557778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3557786.500000 Penalty: 5080.046387
	Iteration 26Q: 3 clusters Score -3557786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3557795.000000 Penalty: 5080.046387
	Iteration 27Q: 3 clusters Score -3557795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3557804.000000 Penalty: 5080.046387
	Iteration 28Q: 3 clusters Score -3557804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3557813.750000 Penalty: 5080.046387
	Iteration 29Q: 3 clusters Score -3557814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3557815.250000 Penalty: 5080.046387
	Iteration 30Q: 3 clusters Score -3557815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3557819.750000 Penalty: 5080.046387
	Iteration 31Q: 3 clusters Score -3557820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3557819.750000 Penalty: 5080.046387
	Iteration 32F: 3 clusters Score -3557820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (40965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Entering Unmasked Estep 
Score: -5275584.000000 Penalty: 2633.877197
	Iteration 0F: 2 clusters Score -5275584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -5247768.500000 Penalty: 5267.754395
	Iteration 0F: 3 clusters Score -5247768 nChanged 18890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -5258054.500000 Penalty: 5267.754395
	Iteration 1F: 3 clusters Score -5258054 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -5258679.500000 Penalty: 5267.754395
	Iteration 2Q: 3 clusters Score -5258680 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -5259387.000000 Penalty: 5267.754395
	Iteration 3Q: 3 clusters Score -5259387 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -5260352.500000 Penalty: 5267.754395
	Iteration 4Q: 3 clusters Score -5260352 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -5261623.000000 Penalty: 5267.754395
	Iteration 5F: 3 clusters Score -5261623 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -5263247.500000 Penalty: 5267.754395
	Iteration 6F: 3 clusters Score -5263248 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -5265221.500000 Penalty: 5267.754395
	Iteration 7F: 3 clusters Score -5265222 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -5267203.500000 Penalty: 5267.754395
	Iteration 8F: 3 clusters Score -5267204 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -5269057.500000 Penalty: 5267.754395
	Iteration 9F: 3 clusters Score -5269058 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -5270501.500000 Penalty: 5267.754395
	Iteration 10Q: 3 clusters Score -5270502 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -5271575.500000 Penalty: 5267.754395
	Iteration 11Q: 3 clusters Score -5271576 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -5272232.500000 Penalty: 5267.754395
	Iteration 12Q: 3 clusters Score -5272232 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -5272632.500000 Penalty: 5267.754395
	Iteration 13Q: 3 clusters Score -5272632 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -5272873.000000 Penalty: 5267.754395
	Iteration 14Q: 3 clusters Score -5272873 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -5273033.500000 Penalty: 5267.754395
	Iteration 15Q: 3 clusters Score -5273034 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -5273129.500000 Penalty: 5267.754395
	Iteration 16Q: 3 clusters Score -5273130 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -5273195.500000 Penalty: 5267.754395
	Iteration 17Q: 3 clusters Score -5273196 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -5273242.500000 Penalty: 5267.754395
	Iteration 18Q: 3 clusters Score -5273242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -5273277.000000 Penalty: 5267.754395
	Iteration 19Q: 3 clusters Score -5273277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -5273298.000000 Penalty: 5267.754395
	Iteration 20F: 3 clusters Score -5273298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -5273328.000000 Penalty: 5267.754395
	Iteration 21Q: 3 clusters Score -5273328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -5273337.500000 Penalty: 5267.754395
	Iteration 22Q: 3 clusters Score -5273338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -5273346.500000 Penalty: 5267.754395
	Iteration 23Q: 3 clusters Score -5273346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -5273349.500000 Penalty: 5267.754395
	Iteration 24Q: 3 clusters Score -5273350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -5273353.500000 Penalty: 5267.754395
	Iteration 25Q: 3 clusters Score -5273354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -5273350.500000 Penalty: 5267.754395
	Iteration 26Q: 3 clusters Score -5273350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -5273360.500000 Penalty: 5267.754395
	Iteration 27Q: 3 clusters Score -5273360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -5273365.500000 Penalty: 5267.754395
	Iteration 28Q: 3 clusters Score -5273366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -5273370.500000 Penalty: 5267.754395
	Iteration 29Q: 3 clusters Score -5273370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -5273370.000000 Penalty: 5267.754395
	Iteration 30Q: 3 clusters Score -5273370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -5273374.000000 Penalty: 5267.754395
	Iteration 31Q: 3 clusters Score -5273374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -5273372.500000 Penalty: 5267.754395
	Iteration 32Q: 3 clusters Score -5273372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -5273374.500000 Penalty: 5267.754395
	Iteration 33Q: 3 clusters Score -5273374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -5273376.500000 Penalty: 5267.754395
	Iteration 34Q: 3 clusters Score -5273376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -5273378.500000 Penalty: 5267.754395
	Iteration 35Q: 3 clusters Score -5273378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -5273387.000000 Penalty: 5267.754395
	Iteration 36Q: 3 clusters Score -5273387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -5273383.500000 Penalty: 5267.754395
	Iteration 37Q: 3 clusters Score -5273384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -5273383.500000 Penalty: 5267.754395
	Iteration 38Q: 3 clusters Score -5273384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -5273383.500000 Penalty: 5267.754395
	Iteration 39F: 3 clusters Score -5273384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Entering Unmasked Estep 
Score: -1636950.375000 Penalty: 2347.949463
	Iteration 0F: 2 clusters Score -1636950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1627302.625000 Penalty: 4695.898926
	Iteration 0F: 3 clusters Score -1627303 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1630432.250000 Penalty: 4695.898926
	Iteration 1F: 3 clusters Score -1630432 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1630971.375000 Penalty: 4695.898926
	Iteration 2F: 3 clusters Score -1630971 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1631400.375000 Penalty: 4695.898926
	Iteration 3F: 3 clusters Score -1631400 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1631753.625000 Penalty: 4695.898926
	Iteration 4F: 3 clusters Score -1631754 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1632058.000000 Penalty: 4695.898926
	Iteration 5Q: 3 clusters Score -1632058 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1632319.875000 Penalty: 4695.898926
	Iteration 6Q: 3 clusters Score -1632320 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1632547.750000 Penalty: 4695.898926
	Iteration 7Q: 3 clusters Score -1632548 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1632787.000000 Penalty: 4695.898926
	Iteration 8Q: 3 clusters Score -1632787 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1633009.500000 Penalty: 4695.898926
	Iteration 9Q: 3 clusters Score -1633010 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1633248.625000 Penalty: 4695.898926
	Iteration 10Q: 3 clusters Score -1633249 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1633462.125000 Penalty: 4695.898926
	Iteration 11Q: 3 clusters Score -1633462 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1633633.000000 Penalty: 4695.898926
	Iteration 12Q: 3 clusters Score -1633633 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1633778.875000 Penalty: 4695.898926
	Iteration 13Q: 3 clusters Score -1633779 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1633879.750000 Penalty: 4695.898926
	Iteration 14Q: 3 clusters Score -1633880 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1633955.875000 Penalty: 4695.898926
	Iteration 15Q: 3 clusters Score -1633956 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1634029.000000 Penalty: 4695.898926
	Iteration 16Q: 3 clusters Score -1634029 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1634088.125000 Penalty: 4695.898926
	Iteration 17Q: 3 clusters Score -1634088 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1634128.500000 Penalty: 4695.898926
	Iteration 18Q: 3 clusters Score -1634128 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1634168.875000 Penalty: 4695.898926
	Iteration 19Q: 3 clusters Score -1634169 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1634193.625000 Penalty: 4695.898926
	Iteration 20F: 3 clusters Score -1634194 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1634212.750000 Penalty: 4695.898926
	Iteration 21Q: 3 clusters Score -1634213 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1634240.250000 Penalty: 4695.898926
	Iteration 22Q: 3 clusters Score -1634240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1634256.125000 Penalty: 4695.898926
	Iteration 23Q: 3 clusters Score -1634256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1634277.500000 Penalty: 4695.898926
	Iteration 24Q: 3 clusters Score -1634278 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1634290.125000 Penalty: 4695.898926
	Iteration 25Q: 3 clusters Score -1634290 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1634307.500000 Penalty: 4695.898926
	Iteration 26Q: 3 clusters Score -1634308 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1634333.000000 Penalty: 4695.898926
	Iteration 27Q: 3 clusters Score -1634333 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1634359.000000 Penalty: 4695.898926
	Iteration 28Q: 3 clusters Score -1634359 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1634379.375000 Penalty: 4695.898926
	Iteration 29Q: 3 clusters Score -1634379 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1634404.000000 Penalty: 4695.898926
	Iteration 30Q: 3 clusters Score -1634404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1634417.250000 Penalty: 4695.898926
	Iteration 31Q: 3 clusters Score -1634417 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1634438.250000 Penalty: 4695.898926
	Iteration 32Q: 3 clusters Score -1634438 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1634462.500000 Penalty: 4695.898926
	Iteration 33Q: 3 clusters Score -1634462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1634489.125000 Penalty: 4695.898926
	Iteration 34Q: 3 clusters Score -1634489 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1634515.875000 Penalty: 4695.898926
	Iteration 35Q: 3 clusters Score -1634516 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1634546.750000 Penalty: 4695.898926
	Iteration 36Q: 3 clusters Score -1634547 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1634582.125000 Penalty: 4695.898926
	Iteration 37Q: 3 clusters Score -1634582 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1634619.875000 Penalty: 4695.898926
	Iteration 38Q: 3 clusters Score -1634620 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1634673.500000 Penalty: 4695.898926
	Iteration 39Q: 3 clusters Score -1634674 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1634745.625000 Penalty: 4695.898926
	Iteration 40F: 3 clusters Score -1634746 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1634831.375000 Penalty: 4695.898926
	Iteration 41Q: 3 clusters Score -1634831 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1634933.875000 Penalty: 4695.898926
	Iteration 42Q: 3 clusters Score -1634934 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1635040.875000 Penalty: 4695.898926
	Iteration 43Q: 3 clusters Score -1635041 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1635130.625000 Penalty: 4695.898926
	Iteration 44Q: 3 clusters Score -1635131 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1635182.000000 Penalty: 4695.898926
	Iteration 45Q: 3 clusters Score -1635182 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1635215.375000 Penalty: 4695.898926
	Iteration 46Q: 3 clusters Score -1635215 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1635240.625000 Penalty: 4695.898926
	Iteration 47Q: 3 clusters Score -1635241 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1635264.875000 Penalty: 4695.898926
	Iteration 48Q: 3 clusters Score -1635265 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1635278.000000 Penalty: 4695.898926
	Iteration 49Q: 3 clusters Score -1635278 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1635293.875000 Penalty: 4695.898926
	Iteration 50Q: 3 clusters Score -1635294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1635314.250000 Penalty: 4695.898926
	Iteration 51Q: 3 clusters Score -1635314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1635333.125000 Penalty: 4695.898926
	Iteration 52Q: 3 clusters Score -1635333 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1635347.500000 Penalty: 4695.898926
	Iteration 53Q: 3 clusters Score -1635348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1635348.750000 Penalty: 4695.898926
	Iteration 54Q: 3 clusters Score -1635349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1635362.625000 Penalty: 4695.898926
	Iteration 55Q: 3 clusters Score -1635363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1635373.500000 Penalty: 4695.898926
	Iteration 56Q: 3 clusters Score -1635374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1635388.500000 Penalty: 4695.898926
	Iteration 57Q: 3 clusters Score -1635388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1635398.125000 Penalty: 4695.898926
	Iteration 58Q: 3 clusters Score -1635398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1635401.375000 Penalty: 4695.898926
	Iteration 59Q: 3 clusters Score -1635401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1635409.375000 Penalty: 4695.898926
	Iteration 60F: 3 clusters Score -1635409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1635413.500000 Penalty: 4695.898926
	Iteration 61Q: 3 clusters Score -1635414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1635416.625000 Penalty: 4695.898926
	Iteration 62Q: 3 clusters Score -1635417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1635418.750000 Penalty: 4695.898926
	Iteration 63Q: 3 clusters Score -1635419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1635417.625000 Penalty: 4695.898926
	Iteration 64Q: 3 clusters Score -1635418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1635413.875000 Penalty: 4695.898926
	Iteration 65Q: 3 clusters Score -1635414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1635419.625000 Penalty: 4695.898926
	Iteration 66Q: 3 clusters Score -1635420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1635418.125000 Penalty: 4695.898926
	Iteration 67Q: 3 clusters Score -1635418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1635419.500000 Penalty: 4695.898926
	Iteration 68Q: 3 clusters Score -1635420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1635417.750000 Penalty: 4695.898926
	Iteration 69Q: 3 clusters Score -1635418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1635417.750000 Penalty: 4695.898926
	Iteration 70F: 3 clusters Score -1635418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Entering Unmasked Estep 
Score: -657408.000000 Penalty: 2127.648682
	Iteration 0F: 2 clusters Score -657408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -652718.750000 Penalty: 4255.297363
	Iteration 0F: 3 clusters Score -652718.8 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -653964.625000 Penalty: 4255.297363
	Iteration 1F: 3 clusters Score -653964.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -654337.562500 Penalty: 4255.297363
	Iteration 2F: 3 clusters Score -654337.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -654631.562500 Penalty: 4255.297363
	Iteration 3F: 3 clusters Score -654631.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -654944.812500 Penalty: 4255.297363
	Iteration 4F: 3 clusters Score -654944.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -655269.687500 Penalty: 4255.297363
	Iteration 5F: 3 clusters Score -655269.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -655586.062500 Penalty: 4255.297363
	Iteration 6F: 3 clusters Score -655586.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -655829.937500 Penalty: 4255.297363
	Iteration 7F: 3 clusters Score -655829.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -656031.500000 Penalty: 4255.297363
	Iteration 8Q: 3 clusters Score -656031.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -656202.500000 Penalty: 4255.297363
	Iteration 9Q: 3 clusters Score -656202.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -656373.687500 Penalty: 4255.297363
	Iteration 10Q: 3 clusters Score -656373.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -656503.937500 Penalty: 4255.297363
	Iteration 11Q: 3 clusters Score -656503.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -656562.250000 Penalty: 4255.297363
	Iteration 12Q: 3 clusters Score -656562.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -656599.875000 Penalty: 4255.297363
	Iteration 13Q: 3 clusters Score -656599.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -656631.687500 Penalty: 4255.297363
	Iteration 14Q: 3 clusters Score -656631.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -656646.500000 Penalty: 4255.297363
	Iteration 15Q: 3 clusters Score -656646.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -656652.812500 Penalty: 4255.297363
	Iteration 16Q: 3 clusters Score -656652.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -656658.062500 Penalty: 4255.297363
	Iteration 17Q: 3 clusters Score -656658.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -656660.562500 Penalty: 4255.297363
	Iteration 18Q: 3 clusters Score -656660.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -656664.062500 Penalty: 4255.297363
	Iteration 19Q: 3 clusters Score -656664.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -656666.062500 Penalty: 4255.297363
	Iteration 20F: 3 clusters Score -656666.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -656669.562500 Penalty: 4255.297363
	Iteration 21Q: 3 clusters Score -656669.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -656671.687500 Penalty: 4255.297363
	Iteration 22Q: 3 clusters Score -656671.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -656671.375000 Penalty: 4255.297363
	Iteration 23Q: 3 clusters Score -656671.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -656673.625000 Penalty: 4255.297363
	Iteration 24Q: 3 clusters Score -656673.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -656675.750000 Penalty: 4255.297363
	Iteration 25Q: 3 clusters Score -656675.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -656677.437500 Penalty: 4255.297363
	Iteration 26Q: 3 clusters Score -656677.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -656678.000000 Penalty: 4255.297363
	Iteration 27Q: 3 clusters Score -656678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -656683.187500 Penalty: 4255.297363
	Iteration 28Q: 3 clusters Score -656683.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -656688.187500 Penalty: 4255.297363
	Iteration 29Q: 3 clusters Score -656688.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -656693.000000 Penalty: 4255.297363
	Iteration 30Q: 3 clusters Score -656693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -656693.562500 Penalty: 4255.297363
	Iteration 31Q: 3 clusters Score -656693.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -656695.187500 Penalty: 4255.297363
	Iteration 32Q: 3 clusters Score -656695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -656696.437500 Penalty: 4255.297363
	Iteration 33Q: 3 clusters Score -656696.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -656697.687500 Penalty: 4255.297363
	Iteration 34Q: 3 clusters Score -656697.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -656699.562500 Penalty: 4255.297363
	Iteration 35Q: 3 clusters Score -656699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -656699.625000 Penalty: 4255.297363
	Iteration 36Q: 3 clusters Score -656699.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -656701.250000 Penalty: 4255.297363
	Iteration 37Q: 3 clusters Score -656701.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -656702.250000 Penalty: 4255.297363
	Iteration 38Q: 3 clusters Score -656702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -656702.625000 Penalty: 4255.297363
	Iteration 39Q: 3 clusters Score -656702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -656702.062500 Penalty: 4255.297363
	Iteration 40F: 3 clusters Score -656702.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Entering Unmasked Estep 
Score: -1066034.375000 Penalty: 2263.674316
	Iteration 0F: 2 clusters Score -1066034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4654 members 
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Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4680 members 
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Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4668 members 
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Mstep: Class 1 contains 4576 members 
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Mstep: Class 1 contains 4645 members 
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Mstep: Class 1 contains 4793 members 
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Mstep: Class 1 contains 4844 members 
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Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4902 members 
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Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4879 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4607 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1064587 nChanged 69
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4310 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1064715 nChanged 16
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1064724 nChanged 12
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Mstep: Class 1 contains 4292 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1064724 nChanged 17
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Mstep: Class 1 contains 4289 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4283 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4278 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4279 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1064738 nChanged 9
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4280 members 
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	Iteration 46Q: 3 clusters Score -1064738 nChanged 7
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	Iteration 47Q: 3 clusters Score -1064740 nChanged 2
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Mstep: Class 1 contains 4282 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4280 members 
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	Iteration 50Q: 3 clusters Score -1064740 nChanged 1
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	Iteration 51Q: 3 clusters Score -1064741 nChanged 1
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	Iteration 52Q: 3 clusters Score -1064740 nChanged 2
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Mstep: Class 1 contains 4276 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1064741 nChanged 4
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Mstep: Class 1 contains 4274 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4267 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1064740 nChanged 8
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Mstep: Class 1 contains 4259 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1064743 nChanged 9
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Mstep: Class 1 contains 4254 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1064744 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4246 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1064746 nChanged 9
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Mstep: Class 1 contains 4237 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1064748 nChanged 5
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Mstep: Class 1 contains 4232 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1064748 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1064749 nChanged 9
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Mstep: Class 1 contains 4217 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1064750 nChanged 7
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Mstep: Class 1 contains 4214 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1064749 nChanged 7
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Mstep: Class 1 contains 4211 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1064752 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4208 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1064756 nChanged 11
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Mstep: Class 1 contains 4197 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1064760 nChanged 5
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Mstep: Class 1 contains 4194 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1064759 nChanged 6
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Mstep: Class 1 contains 4190 members 
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	Iteration 68Q: 3 clusters Score -1064759 nChanged 7
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Mstep: Class 1 contains 4183 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1064760 nChanged 7
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Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5031 members 
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	Iteration 70Q: 3 clusters Score -1064759 nChanged 6
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Mstep: Class 1 contains 4172 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1064763 nChanged 12
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Mstep: Class 1 contains 4162 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1064766 nChanged 13
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1064769 nChanged 14
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Mstep: Class 1 contains 4141 members 
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	Iteration 74Q: 3 clusters Score -1064773 nChanged 18
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	Iteration 76Q: 3 clusters Score -1064782 nChanged 28
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	Iteration 77Q: 3 clusters Score -1064789 nChanged 26
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	Iteration 78Q: 3 clusters Score -1064798 nChanged 33
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	Iteration 79Q: 3 clusters Score -1064807 nChanged 34
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	Iteration 80F: 3 clusters Score -1064818 nChanged 33
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	Iteration 82Q: 3 clusters Score -1064832 nChanged 37
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	Iteration 83Q: 3 clusters Score -1064843 nChanged 31
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	Iteration 84Q: 3 clusters Score -1064854 nChanged 36
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	Iteration 85Q: 3 clusters Score -1064864 nChanged 40
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	Iteration 86Q: 3 clusters Score -1064877 nChanged 39
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	Iteration 89Q: 3 clusters Score -1064900 nChanged 36
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	Iteration 91Q: 3 clusters Score -1064909 nChanged 17
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	Iteration 92Q: 3 clusters Score -1064912 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1064914.125000 Penalty: 4527.348633
	Iteration 93Q: 3 clusters Score -1064914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1064917.250000 Penalty: 4527.348633
	Iteration 94Q: 3 clusters Score -1064917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1064917.250000 Penalty: 4527.348633
	Iteration 95Q: 3 clusters Score -1064917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1064918.500000 Penalty: 4527.348633
	Iteration 96Q: 3 clusters Score -1064918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1064920.750000 Penalty: 4527.348633
	Iteration 97Q: 3 clusters Score -1064921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1064925.500000 Penalty: 4527.348633
	Iteration 98Q: 3 clusters Score -1064926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1064926.500000 Penalty: 4527.348633
	Iteration 99Q: 3 clusters Score -1064926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1064928.250000 Penalty: 4527.348633
	Iteration 100F: 3 clusters Score -1064928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1064930.000000 Penalty: 4527.348633
	Iteration 101Q: 3 clusters Score -1064930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1064930.750000 Penalty: 4527.348633
	Iteration 102Q: 3 clusters Score -1064931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1064931.875000 Penalty: 4527.348633
	Iteration 103Q: 3 clusters Score -1064932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1064932.875000 Penalty: 4527.348633
	Iteration 104Q: 3 clusters Score -1064933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1064931.000000 Penalty: 4527.348633
	Iteration 105Q: 3 clusters Score -1064931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1064932.500000 Penalty: 4527.348633
	Iteration 106Q: 3 clusters Score -1064932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1064933.000000 Penalty: 4527.348633
	Iteration 107Q: 3 clusters Score -1064933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1064933.000000 Penalty: 4527.348633
	Iteration 108F: 3 clusters Score -1064933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (179699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179699 members 
Entering Unmasked Estep 
Score: -23051660.000000 Penalty: 3000.561523
	Iteration 0F: 2 clusters Score -2.305166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89797 members 
Mstep: Class 2 contains 89902 members 
Entering Unmasked Estep 
Score: -22932202.000000 Penalty: 6001.123047
	Iteration 0F: 3 clusters Score -2.29322e+07 nChanged 86115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 92521 members 
Entering Unmasked Estep 
Score: -22982258.000000 Penalty: 6001.123047
	Iteration 1F: 3 clusters Score -2.298226e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85339 members 
Mstep: Class 2 contains 94360 members 
Entering Unmasked Estep 
Score: -22983168.000000 Penalty: 6001.123047
	Iteration 2Q: 3 clusters Score -2.298317e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 97276 members 
Entering Unmasked Estep 
Score: -22984586.000000 Penalty: 6001.123047
	Iteration 3Q: 3 clusters Score -2.298459e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77976 members 
Mstep: Class 2 contains 101723 members 
Entering Unmasked Estep 
Score: -22986696.000000 Penalty: 6001.123047
	Iteration 4Q: 3 clusters Score -2.29867e+07 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71327 members 
Mstep: Class 2 contains 108372 members 
Entering Unmasked Estep 
Score: -22990442.000000 Penalty: 6001.123047
	Iteration 5Q: 3 clusters Score -2.299044e+07 nChanged 10746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 117772 members 
Entering Unmasked Estep 
Score: -22996428.000000 Penalty: 6001.123047
	Iteration 6F: 3 clusters Score -2.299643e+07 nChanged 12794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 129744 members 
Entering Unmasked Estep 
Score: -23005436.000000 Penalty: 6001.123047
	Iteration 7F: 3 clusters Score -2.300544e+07 nChanged 14422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 143768 members 
Entering Unmasked Estep 
Score: -23017114.000000 Penalty: 6001.123047
	Iteration 8F: 3 clusters Score -2.301711e+07 nChanged 14077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 157743 members 
Entering Unmasked Estep 
Score: -23030366.000000 Penalty: 6001.123047
	Iteration 9F: 3 clusters Score -2.303037e+07 nChanged 10962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 168681 members 
Entering Unmasked Estep 
Score: -23040606.000000 Penalty: 6001.123047
	Iteration 10F: 3 clusters Score -2.304061e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 174850 members 
Entering Unmasked Estep 
Score: -23046042.000000 Penalty: 6001.123047
	Iteration 11Q: 3 clusters Score -2.304604e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 177433 members 
Entering Unmasked Estep 
Score: -23048200.000000 Penalty: 6001.123047
	Iteration 12Q: 3 clusters Score -2.30482e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 178371 members 
Entering Unmasked Estep 
Score: -23049208.000000 Penalty: 6001.123047
	Iteration 13Q: 3 clusters Score -2.304921e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 178602 members 
Entering Unmasked Estep 
Score: -23049678.000000 Penalty: 6001.123047
	Iteration 14Q: 3 clusters Score -2.304968e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 178630 members 
Entering Unmasked Estep 
Score: -23050006.000000 Penalty: 6001.123047
	Iteration 15Q: 3 clusters Score -2.305001e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 178574 members 
Entering Unmasked Estep 
Score: -23050232.000000 Penalty: 6001.123047
	Iteration 16Q: 3 clusters Score -2.305023e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 178511 members 
Entering Unmasked Estep 
Score: -23050368.000000 Penalty: 6001.123047
	Iteration 17Q: 3 clusters Score -2.305037e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 178462 members 
Entering Unmasked Estep 
Score: -23050430.000000 Penalty: 6001.123047
	Iteration 18Q: 3 clusters Score -2.305043e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 178430 members 
Entering Unmasked Estep 
Score: -23050498.000000 Penalty: 6001.123047
	Iteration 19Q: 3 clusters Score -2.30505e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 178392 members 
Entering Unmasked Estep 
Score: -23050512.000000 Penalty: 6001.123047
	Iteration 20F: 3 clusters Score -2.305051e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 178376 members 
Entering Unmasked Estep 
Score: -23050522.000000 Penalty: 6001.123047
	Iteration 21Q: 3 clusters Score -2.305052e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 178369 members 
Entering Unmasked Estep 
Score: -23050538.000000 Penalty: 6001.123047
	Iteration 22Q: 3 clusters Score -2.305054e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 178351 members 
Entering Unmasked Estep 
Score: -23050554.000000 Penalty: 6001.123047
	Iteration 23Q: 3 clusters Score -2.305055e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 178339 members 
Entering Unmasked Estep 
Score: -23050570.000000 Penalty: 6001.123047
	Iteration 24Q: 3 clusters Score -2.305057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 178336 members 
Entering Unmasked Estep 
Score: -23050578.000000 Penalty: 6001.123047
	Iteration 25Q: 3 clusters Score -2.305058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 178335 members 
Entering Unmasked Estep 
Score: -23050562.000000 Penalty: 6001.123047
	Iteration 26Q: 3 clusters Score -2.305056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 178330 members 
Entering Unmasked Estep 
Score: -23050568.000000 Penalty: 6001.123047
	Iteration 27Q: 3 clusters Score -2.305057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 178329 members 
Entering Unmasked Estep 
Score: -23050574.000000 Penalty: 6001.123047
	Iteration 28Q: 3 clusters Score -2.305057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 178323 members 
Entering Unmasked Estep 
Score: -23050574.000000 Penalty: 6001.123047
	Iteration 29Q: 3 clusters Score -2.305057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 178318 members 
Entering Unmasked Estep 
Score: -23050574.000000 Penalty: 6001.123047
	Iteration 30Q: 3 clusters Score -2.305057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 178319 members 
Entering Unmasked Estep 
Score: -23050568.000000 Penalty: 6001.123047
	Iteration 31Q: 3 clusters Score -2.305057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 178316 members 
Entering Unmasked Estep 
Score: -23050594.000000 Penalty: 6001.123047
	Iteration 32Q: 3 clusters Score -2.305059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 178317 members 
Entering Unmasked Estep 
Score: -23050602.000000 Penalty: 6001.123047
	Iteration 33Q: 3 clusters Score -2.30506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 178316 members 
Entering Unmasked Estep 
Score: -23050586.000000 Penalty: 6001.123047
	Iteration 34Q: 3 clusters Score -2.305059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 178315 members 
Entering Unmasked Estep 
Score: -23050580.000000 Penalty: 6001.123047
	Iteration 35Q: 3 clusters Score -2.305058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 178314 members 
Entering Unmasked Estep 
Score: -23050592.000000 Penalty: 6001.123047
	Iteration 36Q: 3 clusters Score -2.305059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 178313 members 
Entering Unmasked Estep 
Score: -23050594.000000 Penalty: 6001.123047
	Iteration 37Q: 3 clusters Score -2.305059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 178312 members 
Entering Unmasked Estep 
Score: -23050584.000000 Penalty: 6001.123047
	Iteration 38Q: 3 clusters Score -2.305058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 178313 members 
Entering Unmasked Estep 
Score: -23050594.000000 Penalty: 6001.123047
	Iteration 39Q: 3 clusters Score -2.305059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 178313 members 
Entering Unmasked Estep 
Score: -23050594.000000 Penalty: 6001.123047
	Iteration 40F: 3 clusters Score -2.305059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Entering Unmasked Estep 
Score: -350144.875000 Penalty: 1956.957275
	Iteration 0F: 2 clusters Score -350144.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -347056.687500 Penalty: 3913.914551
	Iteration 0F: 3 clusters Score -347056.7 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -347617.468750 Penalty: 3913.914551
	Iteration 1F: 3 clusters Score -347617.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -347742.062500 Penalty: 3913.914551
	Iteration 2F: 3 clusters Score -347742.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -347815.656250 Penalty: 3913.914551
	Iteration 3Q: 3 clusters Score -347815.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -347863.312500 Penalty: 3913.914551
	Iteration 4Q: 3 clusters Score -347863.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -347896.187500 Penalty: 3913.914551
	Iteration 5Q: 3 clusters Score -347896.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -347926.093750 Penalty: 3913.914551
	Iteration 6Q: 3 clusters Score -347926.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -347950.281250 Penalty: 3913.914551
	Iteration 7Q: 3 clusters Score -347950.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -347971.562500 Penalty: 3913.914551
	Iteration 8Q: 3 clusters Score -347971.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -347998.218750 Penalty: 3913.914551
	Iteration 9Q: 3 clusters Score -347998.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -348015.218750 Penalty: 3913.914551
	Iteration 10Q: 3 clusters Score -348015.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -348025.812500 Penalty: 3913.914551
	Iteration 11Q: 3 clusters Score -348025.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -348034.031250 Penalty: 3913.914551
	Iteration 12Q: 3 clusters Score -348034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -348041.500000 Penalty: 3913.914551
	Iteration 13Q: 3 clusters Score -348041.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -348050.406250 Penalty: 3913.914551
	Iteration 14Q: 3 clusters Score -348050.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -348057.781250 Penalty: 3913.914551
	Iteration 15Q: 3 clusters Score -348057.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -348063.500000 Penalty: 3913.914551
	Iteration 16Q: 3 clusters Score -348063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -348062.843750 Penalty: 3913.914551
	Iteration 17Q: 3 clusters Score -348062.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -348063.437500 Penalty: 3913.914551
	Iteration 18Q: 3 clusters Score -348063.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -348064.843750 Penalty: 3913.914551
	Iteration 19Q: 3 clusters Score -348064.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -348067.343750 Penalty: 3913.914551
	Iteration 20F: 3 clusters Score -348067.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -348070.968750 Penalty: 3913.914551
	Iteration 21Q: 3 clusters Score -348071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -348071.625000 Penalty: 3913.914551
	Iteration 22Q: 3 clusters Score -348071.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -348072.968750 Penalty: 3913.914551
	Iteration 23Q: 3 clusters Score -348073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -348074.500000 Penalty: 3913.914551
	Iteration 24Q: 3 clusters Score -348074.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -348075.437500 Penalty: 3913.914551
	Iteration 25Q: 3 clusters Score -348075.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -348077.250000 Penalty: 3913.914551
	Iteration 26Q: 3 clusters Score -348077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -348077.812500 Penalty: 3913.914551
	Iteration 27Q: 3 clusters Score -348077.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -348078.562500 Penalty: 3913.914551
	Iteration 28Q: 3 clusters Score -348078.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -348078.562500 Penalty: 3913.914551
	Iteration 29F: 3 clusters Score -348078.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Entering Unmasked Estep 
Score: -1434570.875000 Penalty: 2314.452637
	Iteration 0F: 2 clusters Score -1434571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1426027.500000 Penalty: 4628.905273
	Iteration 0F: 3 clusters Score -1426028 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1428531.250000 Penalty: 4628.905273
	Iteration 1F: 3 clusters Score -1428531 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1428797.625000 Penalty: 4628.905273
	Iteration 2F: 3 clusters Score -1428798 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1428995.000000 Penalty: 4628.905273
	Iteration 3Q: 3 clusters Score -1428995 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1429159.375000 Penalty: 4628.905273
	Iteration 4Q: 3 clusters Score -1429159 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1429295.375000 Penalty: 4628.905273
	Iteration 5Q: 3 clusters Score -1429295 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1429430.625000 Penalty: 4628.905273
	Iteration 6Q: 3 clusters Score -1429431 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1429577.625000 Penalty: 4628.905273
	Iteration 7Q: 3 clusters Score -1429578 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1429714.500000 Penalty: 4628.905273
	Iteration 8Q: 3 clusters Score -1429714 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1429860.125000 Penalty: 4628.905273
	Iteration 9Q: 3 clusters Score -1429860 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1430003.500000 Penalty: 4628.905273
	Iteration 10Q: 3 clusters Score -1430004 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1430157.125000 Penalty: 4628.905273
	Iteration 11Q: 3 clusters Score -1430157 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1430325.500000 Penalty: 4628.905273
	Iteration 12Q: 3 clusters Score -1430326 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1430520.625000 Penalty: 4628.905273
	Iteration 13Q: 3 clusters Score -1430521 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1430743.375000 Penalty: 4628.905273
	Iteration 14Q: 3 clusters Score -1430743 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1430941.875000 Penalty: 4628.905273
	Iteration 15Q: 3 clusters Score -1430942 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1431114.500000 Penalty: 4628.905273
	Iteration 16Q: 3 clusters Score -1431114 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1431265.000000 Penalty: 4628.905273
	Iteration 17Q: 3 clusters Score -1431265 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1431371.875000 Penalty: 4628.905273
	Iteration 18Q: 3 clusters Score -1431372 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1431453.625000 Penalty: 4628.905273
	Iteration 19Q: 3 clusters Score -1431454 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1431519.125000 Penalty: 4628.905273
	Iteration 20F: 3 clusters Score -1431519 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1431568.375000 Penalty: 4628.905273
	Iteration 21Q: 3 clusters Score -1431568 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1431608.375000 Penalty: 4628.905273
	Iteration 22Q: 3 clusters Score -1431608 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1431646.500000 Penalty: 4628.905273
	Iteration 23Q: 3 clusters Score -1431646 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1431703.250000 Penalty: 4628.905273
	Iteration 24Q: 3 clusters Score -1431703 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1431748.375000 Penalty: 4628.905273
	Iteration 25Q: 3 clusters Score -1431748 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1431778.250000 Penalty: 4628.905273
	Iteration 26Q: 3 clusters Score -1431778 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1431804.000000 Penalty: 4628.905273
	Iteration 27Q: 3 clusters Score -1431804 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1431822.625000 Penalty: 4628.905273
	Iteration 28Q: 3 clusters Score -1431823 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1431843.375000 Penalty: 4628.905273
	Iteration 29Q: 3 clusters Score -1431843 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1431863.000000 Penalty: 4628.905273
	Iteration 30Q: 3 clusters Score -1431863 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1431881.125000 Penalty: 4628.905273
	Iteration 31Q: 3 clusters Score -1431881 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1431897.250000 Penalty: 4628.905273
	Iteration 32Q: 3 clusters Score -1431897 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1431906.125000 Penalty: 4628.905273
	Iteration 33Q: 3 clusters Score -1431906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1431917.125000 Penalty: 4628.905273
	Iteration 34Q: 3 clusters Score -1431917 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1431928.250000 Penalty: 4628.905273
	Iteration 35Q: 3 clusters Score -1431928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1431938.250000 Penalty: 4628.905273
	Iteration 36Q: 3 clusters Score -1431938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1431949.750000 Penalty: 4628.905273
	Iteration 37Q: 3 clusters Score -1431950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1431957.250000 Penalty: 4628.905273
	Iteration 38Q: 3 clusters Score -1431957 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1431968.250000 Penalty: 4628.905273
	Iteration 39Q: 3 clusters Score -1431968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1431976.250000 Penalty: 4628.905273
	Iteration 40F: 3 clusters Score -1431976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1431982.250000 Penalty: 4628.905273
	Iteration 41Q: 3 clusters Score -1431982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1431989.125000 Penalty: 4628.905273
	Iteration 42Q: 3 clusters Score -1431989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1431993.875000 Penalty: 4628.905273
	Iteration 43Q: 3 clusters Score -1431994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1431995.250000 Penalty: 4628.905273
	Iteration 44Q: 3 clusters Score -1431995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1431998.750000 Penalty: 4628.905273
	Iteration 45Q: 3 clusters Score -1431999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1432001.250000 Penalty: 4628.905273
	Iteration 46Q: 3 clusters Score -1432001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1432001.875000 Penalty: 4628.905273
	Iteration 47Q: 3 clusters Score -1432002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1432005.000000 Penalty: 4628.905273
	Iteration 48Q: 3 clusters Score -1432005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1432004.625000 Penalty: 4628.905273
	Iteration 49Q: 3 clusters Score -1432005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1432006.875000 Penalty: 4628.905273
	Iteration 50Q: 3 clusters Score -1432007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1432012.250000 Penalty: 4628.905273
	Iteration 51Q: 3 clusters Score -1432012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1432016.125000 Penalty: 4628.905273
	Iteration 52Q: 3 clusters Score -1432016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1432016.625000 Penalty: 4628.905273
	Iteration 53Q: 3 clusters Score -1432017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1432017.000000 Penalty: 4628.905273
	Iteration 54Q: 3 clusters Score -1432017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1432014.875000 Penalty: 4628.905273
	Iteration 55Q: 3 clusters Score -1432015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1432017.125000 Penalty: 4628.905273
	Iteration 56Q: 3 clusters Score -1432017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1432016.750000 Penalty: 4628.905273
	Iteration 57Q: 3 clusters Score -1432017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1432019.000000 Penalty: 4628.905273
	Iteration 58Q: 3 clusters Score -1432019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1432018.625000 Penalty: 4628.905273
	Iteration 59Q: 3 clusters Score -1432019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1432022.875000 Penalty: 4628.905273
	Iteration 60F: 3 clusters Score -1432023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1432030.000000 Penalty: 4628.905273
	Iteration 61Q: 3 clusters Score -1432030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1432028.750000 Penalty: 4628.905273
	Iteration 62Q: 3 clusters Score -1432029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1432033.500000 Penalty: 4628.905273
	Iteration 63Q: 3 clusters Score -1432034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1432033.000000 Penalty: 4628.905273
	Iteration 64Q: 3 clusters Score -1432033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1432038.250000 Penalty: 4628.905273
	Iteration 65Q: 3 clusters Score -1432038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1432043.250000 Penalty: 4628.905273
	Iteration 66Q: 3 clusters Score -1432043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1432046.375000 Penalty: 4628.905273
	Iteration 67Q: 3 clusters Score -1432046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1432052.000000 Penalty: 4628.905273
	Iteration 68Q: 3 clusters Score -1432052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1432062.125000 Penalty: 4628.905273
	Iteration 69Q: 3 clusters Score -1432062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1432069.500000 Penalty: 4628.905273
	Iteration 70Q: 3 clusters Score -1432070 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1432078.000000 Penalty: 4628.905273
	Iteration 71Q: 3 clusters Score -1432078 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1432096.125000 Penalty: 4628.905273
	Iteration 72Q: 3 clusters Score -1432096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1432114.625000 Penalty: 4628.905273
	Iteration 73Q: 3 clusters Score -1432115 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1432131.125000 Penalty: 4628.905273
	Iteration 74Q: 3 clusters Score -1432131 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1432149.625000 Penalty: 4628.905273
	Iteration 75Q: 3 clusters Score -1432150 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1432168.750000 Penalty: 4628.905273
	Iteration 76Q: 3 clusters Score -1432169 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1432191.750000 Penalty: 4628.905273
	Iteration 77Q: 3 clusters Score -1432192 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1432221.375000 Penalty: 4628.905273
	Iteration 78Q: 3 clusters Score -1432221 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1432248.500000 Penalty: 4628.905273
	Iteration 79Q: 3 clusters Score -1432248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1432286.500000 Penalty: 4628.905273
	Iteration 80F: 3 clusters Score -1432286 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1432324.125000 Penalty: 4628.905273
	Iteration 81Q: 3 clusters Score -1432324 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1432362.250000 Penalty: 4628.905273
	Iteration 82Q: 3 clusters Score -1432362 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1432406.000000 Penalty: 4628.905273
	Iteration 83Q: 3 clusters Score -1432406 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1432458.500000 Penalty: 4628.905273
	Iteration 84Q: 3 clusters Score -1432458 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1432508.500000 Penalty: 4628.905273
	Iteration 85Q: 3 clusters Score -1432508 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1432556.875000 Penalty: 4628.905273
	Iteration 86Q: 3 clusters Score -1432557 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1432600.750000 Penalty: 4628.905273
	Iteration 87Q: 3 clusters Score -1432601 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1432647.000000 Penalty: 4628.905273
	Iteration 88Q: 3 clusters Score -1432647 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1432684.375000 Penalty: 4628.905273
	Iteration 89Q: 3 clusters Score -1432684 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1432708.000000 Penalty: 4628.905273
	Iteration 90Q: 3 clusters Score -1432708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1432728.500000 Penalty: 4628.905273
	Iteration 91Q: 3 clusters Score -1432728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1432741.375000 Penalty: 4628.905273
	Iteration 92Q: 3 clusters Score -1432741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1432747.000000 Penalty: 4628.905273
	Iteration 93Q: 3 clusters Score -1432747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1432751.750000 Penalty: 4628.905273
	Iteration 94Q: 3 clusters Score -1432752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1432762.000000 Penalty: 4628.905273
	Iteration 95Q: 3 clusters Score -1432762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1432766.250000 Penalty: 4628.905273
	Iteration 96Q: 3 clusters Score -1432766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1432769.125000 Penalty: 4628.905273
	Iteration 97Q: 3 clusters Score -1432769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1432777.125000 Penalty: 4628.905273
	Iteration 98Q: 3 clusters Score -1432777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1432779.250000 Penalty: 4628.905273
	Iteration 99Q: 3 clusters Score -1432779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1432782.625000 Penalty: 4628.905273
	Iteration 100F: 3 clusters Score -1432783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1432786.250000 Penalty: 4628.905273
	Iteration 101Q: 3 clusters Score -1432786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1432786.500000 Penalty: 4628.905273
	Iteration 102Q: 3 clusters Score -1432786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1432785.750000 Penalty: 4628.905273
	Iteration 103Q: 3 clusters Score -1432786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1432785.750000 Penalty: 4628.905273
	Iteration 104F: 3 clusters Score -1432786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Entering Unmasked Estep 
Score: -1574954.125000 Penalty: 2338.051514
	Iteration 0F: 2 clusters Score -1574954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1565722.375000 Penalty: 4676.103027
	Iteration 0F: 3 clusters Score -1565722 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1568661.875000 Penalty: 4676.103027
	Iteration 1F: 3 clusters Score -1568662 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1569074.000000 Penalty: 4676.103027
	Iteration 2F: 3 clusters Score -1569074 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1569394.250000 Penalty: 4676.103027
	Iteration 3F: 3 clusters Score -1569394 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1569673.500000 Penalty: 4676.103027
	Iteration 4Q: 3 clusters Score -1569674 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1569899.000000 Penalty: 4676.103027
	Iteration 5Q: 3 clusters Score -1569899 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1570090.250000 Penalty: 4676.103027
	Iteration 6Q: 3 clusters Score -1570090 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1570279.250000 Penalty: 4676.103027
	Iteration 7Q: 3 clusters Score -1570279 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1570488.625000 Penalty: 4676.103027
	Iteration 8Q: 3 clusters Score -1570489 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1570703.250000 Penalty: 4676.103027
	Iteration 9Q: 3 clusters Score -1570703 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1570932.500000 Penalty: 4676.103027
	Iteration 10Q: 3 clusters Score -1570932 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1571172.125000 Penalty: 4676.103027
	Iteration 11Q: 3 clusters Score -1571172 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1571433.500000 Penalty: 4676.103027
	Iteration 12Q: 3 clusters Score -1571434 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1571670.750000 Penalty: 4676.103027
	Iteration 13Q: 3 clusters Score -1571671 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1571877.250000 Penalty: 4676.103027
	Iteration 14Q: 3 clusters Score -1571877 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1572105.625000 Penalty: 4676.103027
	Iteration 15Q: 3 clusters Score -1572106 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1572325.125000 Penalty: 4676.103027
	Iteration 16Q: 3 clusters Score -1572325 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1572540.875000 Penalty: 4676.103027
	Iteration 17Q: 3 clusters Score -1572541 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1572744.750000 Penalty: 4676.103027
	Iteration 18Q: 3 clusters Score -1572745 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1572937.125000 Penalty: 4676.103027
	Iteration 19Q: 3 clusters Score -1572937 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1573144.875000 Penalty: 4676.103027
	Iteration 20F: 3 clusters Score -1573145 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1573399.125000 Penalty: 4676.103027
	Iteration 21Q: 3 clusters Score -1573399 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1573677.625000 Penalty: 4676.103027
	Iteration 22Q: 3 clusters Score -1573678 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1573899.000000 Penalty: 4676.103027
	Iteration 23Q: 3 clusters Score -1573899 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1574035.125000 Penalty: 4676.103027
	Iteration 24Q: 3 clusters Score -1574035 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1574112.500000 Penalty: 4676.103027
	Iteration 25Q: 3 clusters Score -1574112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1574140.500000 Penalty: 4676.103027
	Iteration 26Q: 3 clusters Score -1574140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1574156.625000 Penalty: 4676.103027
	Iteration 27Q: 3 clusters Score -1574157 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1574166.750000 Penalty: 4676.103027
	Iteration 28Q: 3 clusters Score -1574167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1574168.000000 Penalty: 4676.103027
	Iteration 29Q: 3 clusters Score -1574168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1574173.750000 Penalty: 4676.103027
	Iteration 30Q: 3 clusters Score -1574174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1574180.750000 Penalty: 4676.103027
	Iteration 31Q: 3 clusters Score -1574181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1574188.500000 Penalty: 4676.103027
	Iteration 32Q: 3 clusters Score -1574188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1574193.250000 Penalty: 4676.103027
	Iteration 33Q: 3 clusters Score -1574193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1574195.000000 Penalty: 4676.103027
	Iteration 34Q: 3 clusters Score -1574195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1574201.500000 Penalty: 4676.103027
	Iteration 35Q: 3 clusters Score -1574202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1574207.625000 Penalty: 4676.103027
	Iteration 36Q: 3 clusters Score -1574208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1574224.000000 Penalty: 4676.103027
	Iteration 37Q: 3 clusters Score -1574224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1574233.625000 Penalty: 4676.103027
	Iteration 38Q: 3 clusters Score -1574234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1574241.750000 Penalty: 4676.103027
	Iteration 39Q: 3 clusters Score -1574242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1574252.750000 Penalty: 4676.103027
	Iteration 40F: 3 clusters Score -1574253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1574255.125000 Penalty: 4676.103027
	Iteration 41Q: 3 clusters Score -1574255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1574260.750000 Penalty: 4676.103027
	Iteration 42Q: 3 clusters Score -1574261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1574263.750000 Penalty: 4676.103027
	Iteration 43Q: 3 clusters Score -1574264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1574267.875000 Penalty: 4676.103027
	Iteration 44Q: 3 clusters Score -1574268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1574268.875000 Penalty: 4676.103027
	Iteration 45Q: 3 clusters Score -1574269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1574270.750000 Penalty: 4676.103027
	Iteration 46Q: 3 clusters Score -1574271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1574270.500000 Penalty: 4676.103027
	Iteration 47Q: 3 clusters Score -1574270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1574274.250000 Penalty: 4676.103027
	Iteration 48Q: 3 clusters Score -1574274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1574274.750000 Penalty: 4676.103027
	Iteration 49Q: 3 clusters Score -1574275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1574274.500000 Penalty: 4676.103027
	Iteration 50Q: 3 clusters Score -1574274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1574274.750000 Penalty: 4676.103027
	Iteration 51Q: 3 clusters Score -1574275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1574276.375000 Penalty: 4676.103027
	Iteration 52Q: 3 clusters Score -1574276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1574272.750000 Penalty: 4676.103027
	Iteration 53Q: 3 clusters Score -1574273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1574275.000000 Penalty: 4676.103027
	Iteration 54Q: 3 clusters Score -1574275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1574273.375000 Penalty: 4676.103027
	Iteration 55Q: 3 clusters Score -1574273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1574272.125000 Penalty: 4676.103027
	Iteration 56Q: 3 clusters Score -1574272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1574276.500000 Penalty: 4676.103027
	Iteration 57Q: 3 clusters Score -1574276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1574279.375000 Penalty: 4676.103027
	Iteration 58Q: 3 clusters Score -1574279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1574283.000000 Penalty: 4676.103027
	Iteration 59Q: 3 clusters Score -1574283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1574283.875000 Penalty: 4676.103027
	Iteration 60F: 3 clusters Score -1574284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1574281.250000 Penalty: 4676.103027
	Iteration 61Q: 3 clusters Score -1574281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1574281.125000 Penalty: 4676.103027
	Iteration 62Q: 3 clusters Score -1574281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1574278.500000 Penalty: 4676.103027
	Iteration 63Q: 3 clusters Score -1574278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1574282.750000 Penalty: 4676.103027
	Iteration 64Q: 3 clusters Score -1574283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1574282.750000 Penalty: 4676.103027
	Iteration 65F: 3 clusters Score -1574283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Entering Unmasked Estep 
Score: -801088.750000 Penalty: 2181.003906
	Iteration 0F: 2 clusters Score -801088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -795571.812500 Penalty: 4362.007812
	Iteration 0F: 3 clusters Score -795571.8 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -796991.000000 Penalty: 4362.007812
	Iteration 1F: 3 clusters Score -796991 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -797257.187500 Penalty: 4362.007812
	Iteration 2F: 3 clusters Score -797257.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -797446.562500 Penalty: 4362.007812
	Iteration 3F: 3 clusters Score -797446.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -797595.437500 Penalty: 4362.007812
	Iteration 4Q: 3 clusters Score -797595.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -797729.500000 Penalty: 4362.007812
	Iteration 5Q: 3 clusters Score -797729.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -797830.375000 Penalty: 4362.007812
	Iteration 6Q: 3 clusters Score -797830.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -797919.875000 Penalty: 4362.007812
	Iteration 7Q: 3 clusters Score -797919.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -798008.000000 Penalty: 4362.007812
	Iteration 8Q: 3 clusters Score -798008 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -798110.937500 Penalty: 4362.007812
	Iteration 9Q: 3 clusters Score -798110.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -798209.875000 Penalty: 4362.007812
	Iteration 10Q: 3 clusters Score -798209.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -798288.812500 Penalty: 4362.007812
	Iteration 11Q: 3 clusters Score -798288.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -798368.312500 Penalty: 4362.007812
	Iteration 12Q: 3 clusters Score -798368.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -798439.562500 Penalty: 4362.007812
	Iteration 13Q: 3 clusters Score -798439.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -798513.375000 Penalty: 4362.007812
	Iteration 14Q: 3 clusters Score -798513.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -798577.250000 Penalty: 4362.007812
	Iteration 15Q: 3 clusters Score -798577.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -798638.312500 Penalty: 4362.007812
	Iteration 16Q: 3 clusters Score -798638.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -798686.562500 Penalty: 4362.007812
	Iteration 17Q: 3 clusters Score -798686.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -798729.625000 Penalty: 4362.007812
	Iteration 18Q: 3 clusters Score -798729.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -798764.125000 Penalty: 4362.007812
	Iteration 19Q: 3 clusters Score -798764.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -798795.812500 Penalty: 4362.007812
	Iteration 20F: 3 clusters Score -798795.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -798815.812500 Penalty: 4362.007812
	Iteration 21Q: 3 clusters Score -798815.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -798834.937500 Penalty: 4362.007812
	Iteration 22Q: 3 clusters Score -798834.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -798848.000000 Penalty: 4362.007812
	Iteration 23Q: 3 clusters Score -798848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -798860.062500 Penalty: 4362.007812
	Iteration 24Q: 3 clusters Score -798860.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -798874.250000 Penalty: 4362.007812
	Iteration 25Q: 3 clusters Score -798874.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -798881.312500 Penalty: 4362.007812
	Iteration 26Q: 3 clusters Score -798881.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -798889.625000 Penalty: 4362.007812
	Iteration 27Q: 3 clusters Score -798889.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -798896.687500 Penalty: 4362.007812
	Iteration 28Q: 3 clusters Score -798896.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -798904.062500 Penalty: 4362.007812
	Iteration 29Q: 3 clusters Score -798904.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -798910.437500 Penalty: 4362.007812
	Iteration 30Q: 3 clusters Score -798910.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -798917.812500 Penalty: 4362.007812
	Iteration 31Q: 3 clusters Score -798917.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -798920.375000 Penalty: 4362.007812
	Iteration 32Q: 3 clusters Score -798920.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -798922.937500 Penalty: 4362.007812
	Iteration 33Q: 3 clusters Score -798922.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -798928.812500 Penalty: 4362.007812
	Iteration 34Q: 3 clusters Score -798928.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -798932.875000 Penalty: 4362.007812
	Iteration 35Q: 3 clusters Score -798932.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -798938.875000 Penalty: 4362.007812
	Iteration 36Q: 3 clusters Score -798938.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -798944.562500 Penalty: 4362.007812
	Iteration 37Q: 3 clusters Score -798944.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -798944.500000 Penalty: 4362.007812
	Iteration 38Q: 3 clusters Score -798944.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -798947.937500 Penalty: 4362.007812
	Iteration 39Q: 3 clusters Score -798947.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -798948.062500 Penalty: 4362.007812
	Iteration 40F: 3 clusters Score -798948.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -798950.187500 Penalty: 4362.007812
	Iteration 41Q: 3 clusters Score -798950.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -798954.000000 Penalty: 4362.007812
	Iteration 42Q: 3 clusters Score -798954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -798957.500000 Penalty: 4362.007812
	Iteration 43Q: 3 clusters Score -798957.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -798958.562500 Penalty: 4362.007812
	Iteration 44Q: 3 clusters Score -798958.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -798961.125000 Penalty: 4362.007812
	Iteration 45Q: 3 clusters Score -798961.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -798964.687500 Penalty: 4362.007812
	Iteration 46Q: 3 clusters Score -798964.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -798966.875000 Penalty: 4362.007812
	Iteration 47Q: 3 clusters Score -798966.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -798970.000000 Penalty: 4362.007812
	Iteration 48Q: 3 clusters Score -798970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -798971.875000 Penalty: 4362.007812
	Iteration 49Q: 3 clusters Score -798971.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -798973.562500 Penalty: 4362.007812
	Iteration 50Q: 3 clusters Score -798973.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -798974.875000 Penalty: 4362.007812
	Iteration 51Q: 3 clusters Score -798974.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -798979.750000 Penalty: 4362.007812
	Iteration 52Q: 3 clusters Score -798979.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -798982.750000 Penalty: 4362.007812
	Iteration 53Q: 3 clusters Score -798982.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -798985.312500 Penalty: 4362.007812
	Iteration 54Q: 3 clusters Score -798985.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -798990.875000 Penalty: 4362.007812
	Iteration 55Q: 3 clusters Score -798990.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -798993.937500 Penalty: 4362.007812
	Iteration 56Q: 3 clusters Score -798993.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -799001.375000 Penalty: 4362.007812
	Iteration 57Q: 3 clusters Score -799001.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -799007.000000 Penalty: 4362.007812
	Iteration 58Q: 3 clusters Score -799007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -799013.625000 Penalty: 4362.007812
	Iteration 59Q: 3 clusters Score -799013.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -799018.937500 Penalty: 4362.007812
	Iteration 60F: 3 clusters Score -799018.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -799028.187500 Penalty: 4362.007812
	Iteration 61Q: 3 clusters Score -799028.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -799034.500000 Penalty: 4362.007812
	Iteration 62Q: 3 clusters Score -799034.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -799043.437500 Penalty: 4362.007812
	Iteration 63Q: 3 clusters Score -799043.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -799049.812500 Penalty: 4362.007812
	Iteration 64Q: 3 clusters Score -799049.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -799058.937500 Penalty: 4362.007812
	Iteration 65Q: 3 clusters Score -799058.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -799061.562500 Penalty: 4362.007812
	Iteration 66Q: 3 clusters Score -799061.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -799067.187500 Penalty: 4362.007812
	Iteration 67Q: 3 clusters Score -799067.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -799073.875000 Penalty: 4362.007812
	Iteration 68Q: 3 clusters Score -799073.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -799079.312500 Penalty: 4362.007812
	Iteration 69Q: 3 clusters Score -799079.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -799087.875000 Penalty: 4362.007812
	Iteration 70Q: 3 clusters Score -799087.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -799101.000000 Penalty: 4362.007812
	Iteration 71Q: 3 clusters Score -799101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -799107.125000 Penalty: 4362.007812
	Iteration 72Q: 3 clusters Score -799107.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -799112.375000 Penalty: 4362.007812
	Iteration 73Q: 3 clusters Score -799112.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -799117.437500 Penalty: 4362.007812
	Iteration 74Q: 3 clusters Score -799117.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -799121.312500 Penalty: 4362.007812
	Iteration 75Q: 3 clusters Score -799121.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -799125.875000 Penalty: 4362.007812
	Iteration 76Q: 3 clusters Score -799125.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -799126.875000 Penalty: 4362.007812
	Iteration 77Q: 3 clusters Score -799126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -799127.437500 Penalty: 4362.007812
	Iteration 78Q: 3 clusters Score -799127.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -799126.437500 Penalty: 4362.007812
	Iteration 79Q: 3 clusters Score -799126.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -799130.937500 Penalty: 4362.007812
	Iteration 80F: 3 clusters Score -799130.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -799132.937500 Penalty: 4362.007812
	Iteration 81Q: 3 clusters Score -799132.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -799133.500000 Penalty: 4362.007812
	Iteration 82Q: 3 clusters Score -799133.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -799134.312500 Penalty: 4362.007812
	Iteration 83Q: 3 clusters Score -799134.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -799136.375000 Penalty: 4362.007812
	Iteration 84Q: 3 clusters Score -799136.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -799137.250000 Penalty: 4362.007812
	Iteration 85Q: 3 clusters Score -799137.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -799138.875000 Penalty: 4362.007812
	Iteration 86Q: 3 clusters Score -799138.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -799139.812500 Penalty: 4362.007812
	Iteration 87Q: 3 clusters Score -799139.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -799142.250000 Penalty: 4362.007812
	Iteration 88Q: 3 clusters Score -799142.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -799144.500000 Penalty: 4362.007812
	Iteration 89Q: 3 clusters Score -799144.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -799146.750000 Penalty: 4362.007812
	Iteration 90Q: 3 clusters Score -799146.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -799148.500000 Penalty: 4362.007812
	Iteration 91Q: 3 clusters Score -799148.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -799149.125000 Penalty: 4362.007812
	Iteration 92Q: 3 clusters Score -799149.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -799152.062500 Penalty: 4362.007812
	Iteration 93Q: 3 clusters Score -799152.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -799156.437500 Penalty: 4362.007812
	Iteration 94Q: 3 clusters Score -799156.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -799159.187500 Penalty: 4362.007812
	Iteration 95Q: 3 clusters Score -799159.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -799166.687500 Penalty: 4362.007812
	Iteration 96Q: 3 clusters Score -799166.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -799175.562500 Penalty: 4362.007812
	Iteration 97Q: 3 clusters Score -799175.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -799184.750000 Penalty: 4362.007812
	Iteration 98Q: 3 clusters Score -799184.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -799190.312500 Penalty: 4362.007812
	Iteration 99Q: 3 clusters Score -799190.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -799197.937500 Penalty: 4362.007812
	Iteration 100F: 3 clusters Score -799197.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -799206.750000 Penalty: 4362.007812
	Iteration 101Q: 3 clusters Score -799206.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -799217.375000 Penalty: 4362.007812
	Iteration 102Q: 3 clusters Score -799217.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -799230.000000 Penalty: 4362.007812
	Iteration 103Q: 3 clusters Score -799230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -799246.437500 Penalty: 4362.007812
	Iteration 104Q: 3 clusters Score -799246.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -799252.750000 Penalty: 4362.007812
	Iteration 105Q: 3 clusters Score -799252.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -799255.312500 Penalty: 4362.007812
	Iteration 106Q: 3 clusters Score -799255.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -799257.937500 Penalty: 4362.007812
	Iteration 107Q: 3 clusters Score -799257.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -799263.625000 Penalty: 4362.007812
	Iteration 108Q: 3 clusters Score -799263.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -799269.437500 Penalty: 4362.007812
	Iteration 109Q: 3 clusters Score -799269.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -799270.812500 Penalty: 4362.007812
	Iteration 110Q: 3 clusters Score -799270.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -799275.812500 Penalty: 4362.007812
	Iteration 111Q: 3 clusters Score -799275.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -799277.312500 Penalty: 4362.007812
	Iteration 112Q: 3 clusters Score -799277.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -799278.750000 Penalty: 4362.007812
	Iteration 113Q: 3 clusters Score -799278.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -799279.750000 Penalty: 4362.007812
	Iteration 114Q: 3 clusters Score -799279.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -799285.187500 Penalty: 4362.007812
	Iteration 115Q: 3 clusters Score -799285.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -799287.750000 Penalty: 4362.007812
	Iteration 116Q: 3 clusters Score -799287.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -799292.187500 Penalty: 4362.007812
	Iteration 117Q: 3 clusters Score -799292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -799295.812500 Penalty: 4362.007812
	Iteration 118Q: 3 clusters Score -799295.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -799300.187500 Penalty: 4362.007812
	Iteration 119Q: 3 clusters Score -799300.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -799304.187500 Penalty: 4362.007812
	Iteration 120F: 3 clusters Score -799304.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -799304.000000 Penalty: 4362.007812
	Iteration 121Q: 3 clusters Score -799304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -799305.375000 Penalty: 4362.007812
	Iteration 122Q: 3 clusters Score -799305.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -799309.750000 Penalty: 4362.007812
	Iteration 123Q: 3 clusters Score -799309.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -799315.125000 Penalty: 4362.007812
	Iteration 124Q: 3 clusters Score -799315.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -799319.562500 Penalty: 4362.007812
	Iteration 125Q: 3 clusters Score -799319.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -799326.875000 Penalty: 4362.007812
	Iteration 126Q: 3 clusters Score -799326.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -799331.750000 Penalty: 4362.007812
	Iteration 127Q: 3 clusters Score -799331.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -799333.750000 Penalty: 4362.007812
	Iteration 128Q: 3 clusters Score -799333.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -799340.312500 Penalty: 4362.007812
	Iteration 129Q: 3 clusters Score -799340.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -799341.937500 Penalty: 4362.007812
	Iteration 130Q: 3 clusters Score -799341.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -799348.562500 Penalty: 4362.007812
	Iteration 131Q: 3 clusters Score -799348.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -799355.500000 Penalty: 4362.007812
	Iteration 132Q: 3 clusters Score -799355.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -799361.812500 Penalty: 4362.007812
	Iteration 133Q: 3 clusters Score -799361.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -799365.437500 Penalty: 4362.007812
	Iteration 134Q: 3 clusters Score -799365.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -799368.875000 Penalty: 4362.007812
	Iteration 135Q: 3 clusters Score -799368.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -799373.000000 Penalty: 4362.007812
	Iteration 136Q: 3 clusters Score -799373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -799374.625000 Penalty: 4362.007812
	Iteration 137Q: 3 clusters Score -799374.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -799375.062500 Penalty: 4362.007812
	Iteration 138Q: 3 clusters Score -799375.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -799377.312500 Penalty: 4362.007812
	Iteration 139Q: 3 clusters Score -799377.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -799379.062500 Penalty: 4362.007812
	Iteration 140F: 3 clusters Score -799379.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -799379.812500 Penalty: 4362.007812
	Iteration 141Q: 3 clusters Score -799379.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -799379.812500 Penalty: 4362.007812
	Iteration 142F: 3 clusters Score -799379.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -82671.742188 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -82671.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -80988.085938 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -80988.09 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -81231.281250 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -81231.28 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -81346.710938 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -81346.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -81417.671875 Penalty: 3242.917236
	Iteration 3Q: 3 clusters Score -81417.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -81460.507812 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -81460.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -81492.718750 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -81492.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -81515.687500 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -81515.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -81546.015625 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -81546.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81572.429688 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -81572.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -81584.656250 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -81584.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81598.750000 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -81598.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81605.062500 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -81605.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81606.734375 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -81606.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81607.445312 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -81607.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81608.765625 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -81608.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81609.992188 Penalty: 3242.917236
	Iteration 15Q: 3 clusters Score -81609.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -81611.242188 Penalty: 3242.917236
	Iteration 16Q: 3 clusters Score -81611.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81611.656250 Penalty: 3242.917236
	Iteration 17Q: 3 clusters Score -81611.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81611.656250 Penalty: 3242.917236
	Iteration 18F: 3 clusters Score -81611.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (50124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Entering Unmasked Estep 
Score: -6450277.500000 Penalty: 2683.919189
	Iteration 0F: 2 clusters Score -6450278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -6416547.500000 Penalty: 5367.838379
	Iteration 0F: 3 clusters Score -6416548 nChanged 23138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -6429464.500000 Penalty: 5367.838379
	Iteration 1F: 3 clusters Score -6429464 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -6430229.500000 Penalty: 5367.838379
	Iteration 2Q: 3 clusters Score -6430230 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -6431045.000000 Penalty: 5367.838379
	Iteration 3Q: 3 clusters Score -6431045 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -6432077.000000 Penalty: 5367.838379
	Iteration 4Q: 3 clusters Score -6432077 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -6433620.000000 Penalty: 5367.838379
	Iteration 5F: 3 clusters Score -6433620 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -6435557.000000 Penalty: 5367.838379
	Iteration 6F: 3 clusters Score -6435557 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -6437666.000000 Penalty: 5367.838379
	Iteration 7F: 3 clusters Score -6437666 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -6439500.500000 Penalty: 5367.838379
	Iteration 8F: 3 clusters Score -6439500 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -6441236.500000 Penalty: 5367.838379
	Iteration 9F: 3 clusters Score -6441236 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -6442669.500000 Penalty: 5367.838379
	Iteration 10Q: 3 clusters Score -6442670 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -6443833.500000 Penalty: 5367.838379
	Iteration 11Q: 3 clusters Score -6443834 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -6444759.000000 Penalty: 5367.838379
	Iteration 12Q: 3 clusters Score -6444759 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -6445372.000000 Penalty: 5367.838379
	Iteration 13Q: 3 clusters Score -6445372 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -6445876.000000 Penalty: 5367.838379
	Iteration 14Q: 3 clusters Score -6445876 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -6446183.000000 Penalty: 5367.838379
	Iteration 15Q: 3 clusters Score -6446183 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -6446424.500000 Penalty: 5367.838379
	Iteration 16Q: 3 clusters Score -6446424 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -6446636.500000 Penalty: 5367.838379
	Iteration 17Q: 3 clusters Score -6446636 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -6446797.000000 Penalty: 5367.838379
	Iteration 18Q: 3 clusters Score -6446797 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -6446940.500000 Penalty: 5367.838379
	Iteration 19Q: 3 clusters Score -6446940 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -6447048.000000 Penalty: 5367.838379
	Iteration 20F: 3 clusters Score -6447048 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -6447159.500000 Penalty: 5367.838379
	Iteration 21Q: 3 clusters Score -6447160 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -6447303.000000 Penalty: 5367.838379
	Iteration 22Q: 3 clusters Score -6447303 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -6447385.500000 Penalty: 5367.838379
	Iteration 23Q: 3 clusters Score -6447386 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -6447469.500000 Penalty: 5367.838379
	Iteration 24Q: 3 clusters Score -6447470 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -6447523.500000 Penalty: 5367.838379
	Iteration 25Q: 3 clusters Score -6447524 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -6447592.500000 Penalty: 5367.838379
	Iteration 26Q: 3 clusters Score -6447592 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6447680.000000 Penalty: 5367.838379
	Iteration 27Q: 3 clusters Score -6447680 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6447740.500000 Penalty: 5367.838379
	Iteration 28Q: 3 clusters Score -6447740 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6447773.000000 Penalty: 5367.838379
	Iteration 29Q: 3 clusters Score -6447773 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6447803.000000 Penalty: 5367.838379
	Iteration 30Q: 3 clusters Score -6447803 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -6447827.000000 Penalty: 5367.838379
	Iteration 31Q: 3 clusters Score -6447827 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6447860.500000 Penalty: 5367.838379
	Iteration 32Q: 3 clusters Score -6447860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6447867.500000 Penalty: 5367.838379
	Iteration 33Q: 3 clusters Score -6447868 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6447892.000000 Penalty: 5367.838379
	Iteration 34Q: 3 clusters Score -6447892 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6447915.000000 Penalty: 5367.838379
	Iteration 35Q: 3 clusters Score -6447915 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6447960.500000 Penalty: 5367.838379
	Iteration 36Q: 3 clusters Score -6447960 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6447988.000000 Penalty: 5367.838379
	Iteration 37Q: 3 clusters Score -6447988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6447991.500000 Penalty: 5367.838379
	Iteration 38Q: 3 clusters Score -6447992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6448005.000000 Penalty: 5367.838379
	Iteration 39Q: 3 clusters Score -6448005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6448027.500000 Penalty: 5367.838379
	Iteration 40F: 3 clusters Score -6448028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6448039.000000 Penalty: 5367.838379
	Iteration 41Q: 3 clusters Score -6448039 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6448031.500000 Penalty: 5367.838379
	Iteration 42Q: 3 clusters Score -6448032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6448037.500000 Penalty: 5367.838379
	Iteration 43Q: 3 clusters Score -6448038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6448052.000000 Penalty: 5367.838379
	Iteration 44Q: 3 clusters Score -6448052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6448052.500000 Penalty: 5367.838379
	Iteration 45Q: 3 clusters Score -6448052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6448065.500000 Penalty: 5367.838379
	Iteration 46Q: 3 clusters Score -6448066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6448072.000000 Penalty: 5367.838379
	Iteration 47Q: 3 clusters Score -6448072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6448080.000000 Penalty: 5367.838379
	Iteration 48Q: 3 clusters Score -6448080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6448078.000000 Penalty: 5367.838379
	Iteration 49Q: 3 clusters Score -6448078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6448094.500000 Penalty: 5367.838379
	Iteration 50Q: 3 clusters Score -6448094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6448095.000000 Penalty: 5367.838379
	Iteration 51Q: 3 clusters Score -6448095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6448095.000000 Penalty: 5367.838379
	Iteration 52Q: 3 clusters Score -6448095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6448093.000000 Penalty: 5367.838379
	Iteration 53Q: 3 clusters Score -6448093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6448094.000000 Penalty: 5367.838379
	Iteration 54Q: 3 clusters Score -6448094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6448102.500000 Penalty: 5367.838379
	Iteration 55Q: 3 clusters Score -6448102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6448104.000000 Penalty: 5367.838379
	Iteration 56Q: 3 clusters Score -6448104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6448101.500000 Penalty: 5367.838379
	Iteration 57Q: 3 clusters Score -6448102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6448099.500000 Penalty: 5367.838379
	Iteration 58Q: 3 clusters Score -6448100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6448103.500000 Penalty: 5367.838379
	Iteration 59Q: 3 clusters Score -6448104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6448104.000000 Penalty: 5367.838379
	Iteration 60F: 3 clusters Score -6448104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6448098.000000 Penalty: 5367.838379
	Iteration 61Q: 3 clusters Score -6448098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6448097.500000 Penalty: 5367.838379
	Iteration 62Q: 3 clusters Score -6448098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6448102.500000 Penalty: 5367.838379
	Iteration 63Q: 3 clusters Score -6448102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6448103.000000 Penalty: 5367.838379
	Iteration 64Q: 3 clusters Score -6448103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6448103.000000 Penalty: 5367.838379
	Iteration 65F: 3 clusters Score -6448103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Entering Unmasked Estep 
Score: -376538.125000 Penalty: 2005.811035
	Iteration 0F: 2 clusters Score -376538.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -373129.031250 Penalty: 4011.622070
	Iteration 0F: 3 clusters Score -373129 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -374006.250000 Penalty: 4011.622070
	Iteration 1F: 3 clusters Score -374006.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -374309.031250 Penalty: 4011.622070
	Iteration 2F: 3 clusters Score -374309 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -374499.468750 Penalty: 4011.622070
	Iteration 3F: 3 clusters Score -374499.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -374658.750000 Penalty: 4011.622070
	Iteration 4F: 3 clusters Score -374658.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -374778.281250 Penalty: 4011.622070
	Iteration 5Q: 3 clusters Score -374778.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -374867.250000 Penalty: 4011.622070
	Iteration 6Q: 3 clusters Score -374867.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -374940.812500 Penalty: 4011.622070
	Iteration 7Q: 3 clusters Score -374940.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -375009.718750 Penalty: 4011.622070
	Iteration 8Q: 3 clusters Score -375009.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -375063.531250 Penalty: 4011.622070
	Iteration 9Q: 3 clusters Score -375063.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -375100.531250 Penalty: 4011.622070
	Iteration 10Q: 3 clusters Score -375100.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -375138.031250 Penalty: 4011.622070
	Iteration 11Q: 3 clusters Score -375138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -375168.968750 Penalty: 4011.622070
	Iteration 12Q: 3 clusters Score -375169 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -375194.968750 Penalty: 4011.622070
	Iteration 13Q: 3 clusters Score -375195 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -375225.812500 Penalty: 4011.622070
	Iteration 14Q: 3 clusters Score -375225.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -375251.218750 Penalty: 4011.622070
	Iteration 15Q: 3 clusters Score -375251.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -375268.531250 Penalty: 4011.622070
	Iteration 16Q: 3 clusters Score -375268.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -375278.281250 Penalty: 4011.622070
	Iteration 17Q: 3 clusters Score -375278.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -375286.218750 Penalty: 4011.622070
	Iteration 18Q: 3 clusters Score -375286.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -375292.593750 Penalty: 4011.622070
	Iteration 19Q: 3 clusters Score -375292.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -375294.812500 Penalty: 4011.622070
	Iteration 20F: 3 clusters Score -375294.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -375300.218750 Penalty: 4011.622070
	Iteration 21Q: 3 clusters Score -375300.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -375308.218750 Penalty: 4011.622070
	Iteration 22Q: 3 clusters Score -375308.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -375314.343750 Penalty: 4011.622070
	Iteration 23Q: 3 clusters Score -375314.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -375318.312500 Penalty: 4011.622070
	Iteration 24Q: 3 clusters Score -375318.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -375322.250000 Penalty: 4011.622070
	Iteration 25Q: 3 clusters Score -375322.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -375327.812500 Penalty: 4011.622070
	Iteration 26Q: 3 clusters Score -375327.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -375331.562500 Penalty: 4011.622070
	Iteration 27Q: 3 clusters Score -375331.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -375336.750000 Penalty: 4011.622070
	Iteration 28Q: 3 clusters Score -375336.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -375342.406250 Penalty: 4011.622070
	Iteration 29Q: 3 clusters Score -375342.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -375348.218750 Penalty: 4011.622070
	Iteration 30Q: 3 clusters Score -375348.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -375352.281250 Penalty: 4011.622070
	Iteration 31Q: 3 clusters Score -375352.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -375355.750000 Penalty: 4011.622070
	Iteration 32Q: 3 clusters Score -375355.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -375358.000000 Penalty: 4011.622070
	Iteration 33Q: 3 clusters Score -375358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -375363.906250 Penalty: 4011.622070
	Iteration 34Q: 3 clusters Score -375363.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -375368.562500 Penalty: 4011.622070
	Iteration 35Q: 3 clusters Score -375368.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -375371.593750 Penalty: 4011.622070
	Iteration 36Q: 3 clusters Score -375371.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -375377.312500 Penalty: 4011.622070
	Iteration 37Q: 3 clusters Score -375377.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -375383.843750 Penalty: 4011.622070
	Iteration 38Q: 3 clusters Score -375383.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -375393.781250 Penalty: 4011.622070
	Iteration 39Q: 3 clusters Score -375393.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -375398.687500 Penalty: 4011.622070
	Iteration 40F: 3 clusters Score -375398.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -375401.125000 Penalty: 4011.622070
	Iteration 41Q: 3 clusters Score -375401.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -375402.468750 Penalty: 4011.622070
	Iteration 42Q: 3 clusters Score -375402.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -375404.031250 Penalty: 4011.622070
	Iteration 43Q: 3 clusters Score -375404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -375404.218750 Penalty: 4011.622070
	Iteration 44Q: 3 clusters Score -375404.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -375404.218750 Penalty: 4011.622070
	Iteration 45F: 3 clusters Score -375404.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Entering Unmasked Estep 
Score: -1928912.125000 Penalty: 2380.937988
	Iteration 0F: 2 clusters Score -1928912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1918197.375000 Penalty: 4761.875977
	Iteration 0F: 3 clusters Score -1918197 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1921553.500000 Penalty: 4761.875977
	Iteration 1F: 3 clusters Score -1921554 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1921920.625000 Penalty: 4761.875977
	Iteration 2F: 3 clusters Score -1921921 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1922267.250000 Penalty: 4761.875977
	Iteration 3F: 3 clusters Score -1922267 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1922663.750000 Penalty: 4761.875977
	Iteration 4F: 3 clusters Score -1922664 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1923150.375000 Penalty: 4761.875977
	Iteration 5F: 3 clusters Score -1923150 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1923734.125000 Penalty: 4761.875977
	Iteration 6F: 3 clusters Score -1923734 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1924409.875000 Penalty: 4761.875977
	Iteration 7F: 3 clusters Score -1924410 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1925041.875000 Penalty: 4761.875977
	Iteration 8F: 3 clusters Score -1925042 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1925473.750000 Penalty: 4761.875977
	Iteration 9F: 3 clusters Score -1925474 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1925784.875000 Penalty: 4761.875977
	Iteration 10Q: 3 clusters Score -1925785 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1925984.500000 Penalty: 4761.875977
	Iteration 11Q: 3 clusters Score -1925984 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1926086.375000 Penalty: 4761.875977
	Iteration 12Q: 3 clusters Score -1926086 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1926162.875000 Penalty: 4761.875977
	Iteration 13Q: 3 clusters Score -1926163 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1926214.000000 Penalty: 4761.875977
	Iteration 14Q: 3 clusters Score -1926214 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1926254.875000 Penalty: 4761.875977
	Iteration 15Q: 3 clusters Score -1926255 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1926296.375000 Penalty: 4761.875977
	Iteration 16Q: 3 clusters Score -1926296 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1926336.250000 Penalty: 4761.875977
	Iteration 17Q: 3 clusters Score -1926336 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1926376.500000 Penalty: 4761.875977
	Iteration 18Q: 3 clusters Score -1926376 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1926404.000000 Penalty: 4761.875977
	Iteration 19Q: 3 clusters Score -1926404 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1926429.000000 Penalty: 4761.875977
	Iteration 20F: 3 clusters Score -1926429 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1926452.250000 Penalty: 4761.875977
	Iteration 21Q: 3 clusters Score -1926452 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1926464.500000 Penalty: 4761.875977
	Iteration 22Q: 3 clusters Score -1926464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1926476.625000 Penalty: 4761.875977
	Iteration 23Q: 3 clusters Score -1926477 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1926483.125000 Penalty: 4761.875977
	Iteration 24Q: 3 clusters Score -1926483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1926492.375000 Penalty: 4761.875977
	Iteration 25Q: 3 clusters Score -1926492 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1926499.250000 Penalty: 4761.875977
	Iteration 26Q: 3 clusters Score -1926499 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1926510.250000 Penalty: 4761.875977
	Iteration 27Q: 3 clusters Score -1926510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1926516.750000 Penalty: 4761.875977
	Iteration 28Q: 3 clusters Score -1926517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1926528.500000 Penalty: 4761.875977
	Iteration 29Q: 3 clusters Score -1926528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1926539.125000 Penalty: 4761.875977
	Iteration 30Q: 3 clusters Score -1926539 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1926548.625000 Penalty: 4761.875977
	Iteration 31Q: 3 clusters Score -1926549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1926557.000000 Penalty: 4761.875977
	Iteration 32Q: 3 clusters Score -1926557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1926565.375000 Penalty: 4761.875977
	Iteration 33Q: 3 clusters Score -1926565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1926577.875000 Penalty: 4761.875977
	Iteration 34Q: 3 clusters Score -1926578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1926588.875000 Penalty: 4761.875977
	Iteration 35Q: 3 clusters Score -1926589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1926602.250000 Penalty: 4761.875977
	Iteration 36Q: 3 clusters Score -1926602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1926614.250000 Penalty: 4761.875977
	Iteration 37Q: 3 clusters Score -1926614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1926620.375000 Penalty: 4761.875977
	Iteration 38Q: 3 clusters Score -1926620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1926636.000000 Penalty: 4761.875977
	Iteration 39Q: 3 clusters Score -1926636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1926650.125000 Penalty: 4761.875977
	Iteration 40F: 3 clusters Score -1926650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1926658.250000 Penalty: 4761.875977
	Iteration 41Q: 3 clusters Score -1926658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1926666.375000 Penalty: 4761.875977
	Iteration 42Q: 3 clusters Score -1926666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1926676.250000 Penalty: 4761.875977
	Iteration 43Q: 3 clusters Score -1926676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1926686.000000 Penalty: 4761.875977
	Iteration 44Q: 3 clusters Score -1926686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1926689.875000 Penalty: 4761.875977
	Iteration 45Q: 3 clusters Score -1926690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1926698.750000 Penalty: 4761.875977
	Iteration 46Q: 3 clusters Score -1926699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1926707.625000 Penalty: 4761.875977
	Iteration 47Q: 3 clusters Score -1926708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1926718.625000 Penalty: 4761.875977
	Iteration 48Q: 3 clusters Score -1926719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1926724.625000 Penalty: 4761.875977
	Iteration 49Q: 3 clusters Score -1926725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1926732.125000 Penalty: 4761.875977
	Iteration 50Q: 3 clusters Score -1926732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1926735.250000 Penalty: 4761.875977
	Iteration 51Q: 3 clusters Score -1926735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1926745.000000 Penalty: 4761.875977
	Iteration 52Q: 3 clusters Score -1926745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1926752.875000 Penalty: 4761.875977
	Iteration 53Q: 3 clusters Score -1926753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1926757.625000 Penalty: 4761.875977
	Iteration 54Q: 3 clusters Score -1926758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1926766.125000 Penalty: 4761.875977
	Iteration 55Q: 3 clusters Score -1926766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1926775.625000 Penalty: 4761.875977
	Iteration 56Q: 3 clusters Score -1926776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1926789.375000 Penalty: 4761.875977
	Iteration 57Q: 3 clusters Score -1926789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1926800.125000 Penalty: 4761.875977
	Iteration 58Q: 3 clusters Score -1926800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1926814.750000 Penalty: 4761.875977
	Iteration 59Q: 3 clusters Score -1926815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1926824.375000 Penalty: 4761.875977
	Iteration 60F: 3 clusters Score -1926824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1926831.375000 Penalty: 4761.875977
	Iteration 61Q: 3 clusters Score -1926831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1926832.625000 Penalty: 4761.875977
	Iteration 62Q: 3 clusters Score -1926833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1926840.125000 Penalty: 4761.875977
	Iteration 63Q: 3 clusters Score -1926840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1926844.500000 Penalty: 4761.875977
	Iteration 64Q: 3 clusters Score -1926844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1926851.875000 Penalty: 4761.875977
	Iteration 65Q: 3 clusters Score -1926852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1926852.750000 Penalty: 4761.875977
	Iteration 66Q: 3 clusters Score -1926853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1926853.125000 Penalty: 4761.875977
	Iteration 67Q: 3 clusters Score -1926853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1926859.375000 Penalty: 4761.875977
	Iteration 68Q: 3 clusters Score -1926859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1926867.625000 Penalty: 4761.875977
	Iteration 69Q: 3 clusters Score -1926868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1926870.625000 Penalty: 4761.875977
	Iteration 70Q: 3 clusters Score -1926871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1926875.250000 Penalty: 4761.875977
	Iteration 71Q: 3 clusters Score -1926875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1926881.250000 Penalty: 4761.875977
	Iteration 72Q: 3 clusters Score -1926881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1926882.875000 Penalty: 4761.875977
	Iteration 73Q: 3 clusters Score -1926883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1926887.625000 Penalty: 4761.875977
	Iteration 74Q: 3 clusters Score -1926888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1926888.750000 Penalty: 4761.875977
	Iteration 75Q: 3 clusters Score -1926889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1926895.000000 Penalty: 4761.875977
	Iteration 76Q: 3 clusters Score -1926895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1926896.375000 Penalty: 4761.875977
	Iteration 77Q: 3 clusters Score -1926896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1926898.000000 Penalty: 4761.875977
	Iteration 78Q: 3 clusters Score -1926898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1926900.125000 Penalty: 4761.875977
	Iteration 79Q: 3 clusters Score -1926900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1926901.000000 Penalty: 4761.875977
	Iteration 80F: 3 clusters Score -1926901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1926902.125000 Penalty: 4761.875977
	Iteration 81Q: 3 clusters Score -1926902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1926901.625000 Penalty: 4761.875977
	Iteration 82Q: 3 clusters Score -1926902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1926900.375000 Penalty: 4761.875977
	Iteration 83Q: 3 clusters Score -1926900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1926900.375000 Penalty: 4761.875977
	Iteration 84Q: 3 clusters Score -1926900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1926899.625000 Penalty: 4761.875977
	Iteration 85Q: 3 clusters Score -1926900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1926901.750000 Penalty: 4761.875977
	Iteration 86Q: 3 clusters Score -1926902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1926904.000000 Penalty: 4761.875977
	Iteration 87Q: 3 clusters Score -1926904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1926904.250000 Penalty: 4761.875977
	Iteration 88Q: 3 clusters Score -1926904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1926904.250000 Penalty: 4761.875977
	Iteration 89F: 3 clusters Score -1926904 nChanged 0
--- Evaluating fit on full set of 3639907 points ---
Entering Unmasked Estep 
Score: -455628416.000000 Penalty: 142372.781250
24->39 Clusters: Score -455628416.000000, best is -456603008.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1213302 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 50513 members 
Mstep: Class 3 contains 50217 members 
Mstep: Class 4 contains 50709 members 
Mstep: Class 5 contains 50584 members 
Mstep: Class 6 contains 50360 members 
Mstep: Class 7 contains 50624 members 
Mstep: Class 8 contains 51044 members 
Mstep: Class 9 contains 50326 members 
Mstep: Class 10 contains 50405 members 
Mstep: Class 11 contains 50819 members 
Mstep: Class 12 contains 50791 members 
Mstep: Class 13 contains 50581 members 
Mstep: Class 14 contains 50897 members 
Mstep: Class 15 contains 51035 members 
Mstep: Class 16 contains 50390 members 
Mstep: Class 17 contains 50034 members 
Mstep: Class 18 contains 50586 members 
Mstep: Class 19 contains 50222 members 
Mstep: Class 20 contains 50486 members 
Mstep: Class 21 contains 50604 members 
Mstep: Class 22 contains 50525 members 
Mstep: Class 23 contains 50247 members 
Mstep: Class 24 contains 50578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 126.704750 but Gain 3474.195312
Score: -141787520.000000 Penalty: 79906.515625
Iteration 0F: 24 clusters Score -1.417875e+08 nChanged 1161039
Entering Unmasked Mstep 
Mstep: Class 0 contains 3071 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 98354 members 
Mstep: Class 3 contains 42399 members 
Mstep: Class 4 contains 272648 members 
Mstep: Class 5 contains 39193 members 
Mstep: Class 7 contains 165937 members 
Mstep: Class 8 contains 73546 members 
Mstep: Class 9 contains 61412 members 
Mstep: Class 10 contains 13921 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 13 contains 24711 members 
Mstep: Class 14 contains 19023 members 
Mstep: Class 15 contains 6859 members 
Mstep: Class 16 contains 14699 members 
Mstep: Class 17 contains 60382 members 
Mstep: Class 18 contains 24300 members 
Mstep: Class 19 contains 4087 members 
Mstep: Class 20 contains 33210 members 
Mstep: Class 21 contains 69619 members 
Mstep: Class 22 contains 48821 members 
Mstep: Class 23 contains 49639 members 
Mstep: Class 24 contains 49458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3328.409912 but Gain 3474.195312
Score: -147388032.000000 Penalty: 76432.320312
Iteration 1F: 23 clusters Score -1.47388e+08 nChanged 543549
Entering Unmasked Mstep 
Mstep: Class 0 contains 3029 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 83179 members 
Mstep: Class 3 contains 56088 members 
Mstep: Class 4 contains 341508 members 
Mstep: Class 5 contains 26877 members 
Mstep: Class 7 contains 273558 members 
Mstep: Class 8 contains 53551 members 
Mstep: Class 9 contains 58909 members 
Mstep: Class 10 contains 13506 members 
Mstep: Class 12 contains 2468 members 
Mstep: Class 13 contains 18309 members 
Mstep: Class 14 contains 19970 members 
Mstep: Class 15 contains 3347 members 
Mstep: Class 16 contains 12950 members 
Mstep: Class 17 contains 35855 members 
Mstep: Class 18 contains 18003 members 
Mstep: Class 19 contains 3276 members 
Mstep: Class 20 contains 30850 members 
Mstep: Class 21 contains 50050 members 
Mstep: Class 22 contains 32775 members 
Mstep: Class 23 contains 29138 members 
Mstep: Class 24 contains 33800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148605280.000000 Penalty: 76432.320312
Iteration 2F: 23 clusters Score -1.486053e+08 nChanged 396855
Entering Unmasked Mstep 
Mstep: Class 0 contains 2574 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 99858 members 
Mstep: Class 3 contains 59841 members 
Mstep: Class 4 contains 312985 members 
Mstep: Class 5 contains 25671 members 
Mstep: Class 7 contains 294723 members 
Mstep: Class 8 contains 43285 members 
Mstep: Class 9 contains 94430 members 
Mstep: Class 10 contains 17101 members 
Mstep: Class 12 contains 1494 members 
Mstep: Class 13 contains 23709 members 
Mstep: Class 14 contains 30981 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 25681 members 
Mstep: Class 17 contains 19137 members 
Mstep: Class 18 contains 15299 members 
Mstep: Class 19 contains 5888 members 
Mstep: Class 20 contains 23211 members 
Mstep: Class 21 contains 38768 members 
Mstep: Class 22 contains 29855 members 
Mstep: Class 23 contains 18045 members 
Mstep: Class 24 contains 20346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149356960.000000 Penalty: 76432.320312
Iteration 3F: 23 clusters Score -1.49357e+08 nChanged 279441
Entering Unmasked Mstep 
Mstep: Class 0 contains 2118 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 130984 members 
Mstep: Class 3 contains 59775 members 
Mstep: Class 4 contains 312190 members 
Mstep: Class 5 contains 25681 members 
Mstep: Class 7 contains 240195 members 
Mstep: Class 8 contains 43953 members 
Mstep: Class 9 contains 119010 members 
Mstep: Class 10 contains 17599 members 
Mstep: Class 12 contains 1221 members 
Mstep: Class 13 contains 27699 members 
Mstep: Class 14 contains 39891 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 37181 members 
Mstep: Class 17 contains 10436 members 
Mstep: Class 18 contains 13168 members 
Mstep: Class 19 contains 9234 members 
Mstep: Class 20 contains 17892 members 
Mstep: Class 21 contains 34556 members 
Mstep: Class 22 contains 34519 members 
Mstep: Class 23 contains 14219 members 
Mstep: Class 24 contains 14281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149802848.000000 Penalty: 76432.320312
Iteration 4F: 23 clusters Score -1.498028e+08 nChanged 192192
Entering Unmasked Mstep 
Mstep: Class 0 contains 1751 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 158712 members 
Mstep: Class 3 contains 57487 members 
Mstep: Class 4 contains 289141 members 
Mstep: Class 5 contains 27162 members 
Mstep: Class 7 contains 214965 members 
Mstep: Class 8 contains 49356 members 
Mstep: Class 9 contains 125432 members 
Mstep: Class 10 contains 16192 members 
Mstep: Class 12 contains 1473 members 
Mstep: Class 13 contains 28355 members 
Mstep: Class 14 contains 46075 members 
Mstep: Class 15 contains 1036 members 
Mstep: Class 16 contains 45499 members 
Mstep: Class 17 contains 6054 members 
Mstep: Class 18 contains 12842 members 
Mstep: Class 19 contains 11154 members 
Mstep: Class 20 contains 15529 members 
Mstep: Class 21 contains 31405 members 
Mstep: Class 22 contains 42207 members 
Mstep: Class 23 contains 13916 members 
Mstep: Class 24 contains 12386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150028016.000000 Penalty: 76432.320312
Iteration 5F: 23 clusters Score -1.50028e+08 nChanged 146119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1708 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 186893 members 
Mstep: Class 3 contains 54692 members 
Mstep: Class 4 contains 254330 members 
Mstep: Class 5 contains 31367 members 
Mstep: Class 7 contains 199723 members 
Mstep: Class 8 contains 55580 members 
Mstep: Class 9 contains 127659 members 
Mstep: Class 10 contains 14712 members 
Mstep: Class 12 contains 1505 members 
Mstep: Class 13 contains 27925 members 
Mstep: Class 14 contains 50818 members 
Mstep: Class 15 contains 929 members 
Mstep: Class 16 contains 52781 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 13417 members 
Mstep: Class 19 contains 11995 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 28044 members 
Mstep: Class 22 contains 48875 members 
Mstep: Class 23 contains 14797 members 
Mstep: Class 24 contains 12201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3417.009766 but Gain 3474.195312
Score: -150190352.000000 Penalty: 72958.125000
Iteration 6F: 22 clusters Score -1.501904e+08 nChanged 114315
Entering Unmasked Mstep 
Mstep: Class 0 contains 1662 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 209189 members 
Mstep: Class 3 contains 52538 members 
Mstep: Class 4 contains 224789 members 
Mstep: Class 5 contains 36821 members 
Mstep: Class 7 contains 187737 members 
Mstep: Class 8 contains 60711 members 
Mstep: Class 9 contains 131627 members 
Mstep: Class 10 contains 14132 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 27248 members 
Mstep: Class 14 contains 54235 members 
Mstep: Class 15 contains 1107 members 
Mstep: Class 16 contains 58725 members 
Mstep: Class 18 contains 14059 members 
Mstep: Class 19 contains 12449 members 
Mstep: Class 20 contains 13763 members 
Mstep: Class 21 contains 23625 members 
Mstep: Class 22 contains 53622 members 
Mstep: Class 23 contains 15770 members 
Mstep: Class 24 contains 12751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150297712.000000 Penalty: 72958.125000
Iteration 7F: 22 clusters Score -1.502977e+08 nChanged 86773
Entering Unmasked Mstep 
Mstep: Class 0 contains 1627 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 221917 members 
Mstep: Class 3 contains 50575 members 
Mstep: Class 4 contains 204135 members 
Mstep: Class 5 contains 41129 members 
Mstep: Class 7 contains 178490 members 
Mstep: Class 8 contains 64331 members 
Mstep: Class 9 contains 135556 members 
Mstep: Class 10 contains 14187 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 26664 members 
Mstep: Class 14 contains 56661 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 63146 members 
Mstep: Class 18 contains 14593 members 
Mstep: Class 19 contains 12680 members 
Mstep: Class 20 contains 13451 members 
Mstep: Class 21 contains 19179 members 
Mstep: Class 22 contains 57012 members 
Mstep: Class 23 contains 16238 members 
Mstep: Class 24 contains 13418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150356128.000000 Penalty: 72958.125000
Iteration 8F: 22 clusters Score -1.503561e+08 nChanged 67271
Entering Unmasked Mstep 
Mstep: Class 0 contains 1619 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 225938 members 
Mstep: Class 3 contains 49251 members 
Mstep: Class 4 contains 194617 members 
Mstep: Class 5 contains 44370 members 
Mstep: Class 7 contains 171683 members 
Mstep: Class 8 contains 66697 members 
Mstep: Class 9 contains 139447 members 
Mstep: Class 10 contains 14120 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 26201 members 
Mstep: Class 14 contains 58393 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 66283 members 
Mstep: Class 18 contains 15253 members 
Mstep: Class 19 contains 12726 members 
Mstep: Class 20 contains 13386 members 
Mstep: Class 21 contains 15386 members 
Mstep: Class 22 contains 58599 members 
Mstep: Class 23 contains 16431 members 
Mstep: Class 24 contains 14215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150395952.000000 Penalty: 72958.125000
Iteration 9F: 22 clusters Score -1.50396e+08 nChanged 53049
Entering Unmasked Mstep 
Mstep: Class 0 contains 1617 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 225142 members 
Mstep: Class 3 contains 48203 members 
Mstep: Class 4 contains 191728 members 
Mstep: Class 5 contains 46999 members 
Mstep: Class 7 contains 166480 members 
Mstep: Class 8 contains 68385 members 
Mstep: Class 9 contains 142660 members 
Mstep: Class 10 contains 13945 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 25880 members 
Mstep: Class 14 contains 59517 members 
Mstep: Class 15 contains 1330 members 
Mstep: Class 16 contains 68595 members 
Mstep: Class 18 contains 15992 members 
Mstep: Class 19 contains 12737 members 
Mstep: Class 20 contains 13447 members 
Mstep: Class 21 contains 12475 members 
Mstep: Class 22 contains 58933 members 
Mstep: Class 23 contains 16424 members 
Mstep: Class 24 contains 15075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150426816.000000 Penalty: 72958.125000
Iteration 10Q: 22 clusters Score -1.504268e+08 nChanged 44830
Entering Unmasked Mstep 
Mstep: Class 0 contains 1617 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 221866 members 
Mstep: Class 3 contains 47457 members 
Mstep: Class 4 contains 192435 members 
Mstep: Class 5 contains 49038 members 
Mstep: Class 7 contains 162341 members 
Mstep: Class 8 contains 69457 members 
Mstep: Class 9 contains 145457 members 
Mstep: Class 10 contains 13728 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 25640 members 
Mstep: Class 14 contains 60075 members 
Mstep: Class 15 contains 1330 members 
Mstep: Class 16 contains 70275 members 
Mstep: Class 18 contains 16782 members 
Mstep: Class 19 contains 12826 members 
Mstep: Class 20 contains 13645 members 
Mstep: Class 21 contains 10246 members 
Mstep: Class 22 contains 58748 members 
Mstep: Class 23 contains 16267 members 
Mstep: Class 24 contains 15975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150453904.000000 Penalty: 72958.125000
Iteration 11Q: 22 clusters Score -1.504539e+08 nChanged 39681
Entering Unmasked Mstep 
Mstep: Class 0 contains 1617 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 218033 members 
Mstep: Class 3 contains 46846 members 
Mstep: Class 4 contains 194879 members 
Mstep: Class 5 contains 50651 members 
Mstep: Class 7 contains 158771 members 
Mstep: Class 8 contains 70010 members 
Mstep: Class 9 contains 147882 members 
Mstep: Class 10 contains 13494 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 25474 members 
Mstep: Class 14 contains 60143 members 
Mstep: Class 15 contains 1330 members 
Mstep: Class 16 contains 71558 members 
Mstep: Class 18 contains 17728 members 
Mstep: Class 19 contains 13012 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 8515 members 
Mstep: Class 22 contains 58156 members 
Mstep: Class 23 contains 16063 members 
Mstep: Class 24 contains 16771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150479440.000000 Penalty: 72958.125000
Iteration 12Q: 22 clusters Score -1.504794e+08 nChanged 35199
Entering Unmasked Mstep 
Mstep: Class 0 contains 1617 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 214529 members 
Mstep: Class 3 contains 46280 members 
Mstep: Class 4 contains 197748 members 
Mstep: Class 5 contains 52017 members 
Mstep: Class 7 contains 155449 members 
Mstep: Class 8 contains 70359 members 
Mstep: Class 9 contains 149968 members 
Mstep: Class 10 contains 13290 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 25365 members 
Mstep: Class 14 contains 59829 members 
Mstep: Class 15 contains 1324 members 
Mstep: Class 16 contains 72434 members 
Mstep: Class 18 contains 18865 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 14305 members 
Mstep: Class 21 contains 7276 members 
Mstep: Class 22 contains 57288 members 
Mstep: Class 23 contains 15873 members 
Mstep: Class 24 contains 17482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150498640.000000 Penalty: 72958.125000
Iteration 13Q: 22 clusters Score -1.504986e+08 nChanged 31310
Entering Unmasked Mstep 
Mstep: Class 0 contains 1617 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 212337 members 
Mstep: Class 3 contains 45722 members 
Mstep: Class 4 contains 199774 members 
Mstep: Class 5 contains 53182 members 
Mstep: Class 7 contains 152184 members 
Mstep: Class 8 contains 70760 members 
Mstep: Class 9 contains 151637 members 
Mstep: Class 10 contains 13131 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 25274 members 
Mstep: Class 14 contains 59265 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 16 contains 73095 members 
Mstep: Class 18 contains 20218 members 
Mstep: Class 19 contains 13591 members 
Mstep: Class 20 contains 14712 members 
Mstep: Class 21 contains 6398 members 
Mstep: Class 22 contains 56146 members 
Mstep: Class 23 contains 15704 members 
Mstep: Class 24 contains 18139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150512992.000000 Penalty: 72958.125000
Iteration 14Q: 22 clusters Score -1.50513e+08 nChanged 26937
Entering Unmasked Mstep 
Mstep: Class 0 contains 1617 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 211155 members 
Mstep: Class 3 contains 45205 members 
Mstep: Class 4 contains 200787 members 
Mstep: Class 5 contains 54167 members 
Mstep: Class 7 contains 148841 members 
Mstep: Class 8 contains 71478 members 
Mstep: Class 9 contains 153120 members 
Mstep: Class 10 contains 13052 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 25170 members 
Mstep: Class 14 contains 58605 members 
Mstep: Class 15 contains 1313 members 
Mstep: Class 16 contains 73651 members 
Mstep: Class 18 contains 21617 members 
Mstep: Class 19 contains 13921 members 
Mstep: Class 20 contains 15175 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 22 contains 54952 members 
Mstep: Class 23 contains 15567 members 
Mstep: Class 24 contains 18690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150523136.000000 Penalty: 72958.125000
Iteration 15Q: 22 clusters Score -1.505231e+08 nChanged 22856
Entering Unmasked Mstep 
Mstep: Class 0 contains 1617 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 210662 members 
Mstep: Class 3 contains 44737 members 
Mstep: Class 4 contains 201272 members 
Mstep: Class 5 contains 55004 members 
Mstep: Class 7 contains 145249 members 
Mstep: Class 8 contains 72680 members 
Mstep: Class 9 contains 154356 members 
Mstep: Class 10 contains 13018 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 25106 members 
Mstep: Class 14 contains 57873 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 74009 members 
Mstep: Class 18 contains 23039 members 
Mstep: Class 19 contains 14280 members 
Mstep: Class 20 contains 15680 members 
Mstep: Class 21 contains 5177 members 
Mstep: Class 22 contains 53749 members 
Mstep: Class 23 contains 15443 members 
Mstep: Class 24 contains 19186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150529824.000000 Penalty: 72958.125000
Iteration 16Q: 22 clusters Score -1.505298e+08 nChanged 19871
Entering Unmasked Mstep 
Mstep: Class 0 contains 1617 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 210448 members 
Mstep: Class 3 contains 44329 members 
Mstep: Class 4 contains 201494 members 
Mstep: Class 5 contains 55758 members 
Mstep: Class 7 contains 140991 members 
Mstep: Class 8 contains 74812 members 
Mstep: Class 9 contains 155411 members 
Mstep: Class 10 contains 13037 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 25054 members 
Mstep: Class 14 contains 57130 members 
Mstep: Class 15 contains 1298 members 
Mstep: Class 16 contains 74258 members 
Mstep: Class 18 contains 24429 members 
Mstep: Class 19 contains 14621 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 4782 members 
Mstep: Class 22 contains 52610 members 
Mstep: Class 23 contains 15313 members 
Mstep: Class 24 contains 19629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150535888.000000 Penalty: 72958.125000
Iteration 17Q: 22 clusters Score -1.505359e+08 nChanged 18602
Entering Unmasked Mstep 
Mstep: Class 0 contains 1617 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 210325 members 
Mstep: Class 3 contains 44029 members 
Mstep: Class 4 contains 201660 members 
Mstep: Class 5 contains 56363 members 
Mstep: Class 7 contains 135530 members 
Mstep: Class 8 contains 78303 members 
Mstep: Class 9 contains 156338 members 
Mstep: Class 10 contains 13110 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 25007 members 
Mstep: Class 14 contains 56366 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 74468 members 
Mstep: Class 18 contains 25779 members 
Mstep: Class 19 contains 14974 members 
Mstep: Class 20 contains 16623 members 
Mstep: Class 21 contains 4487 members 
Mstep: Class 22 contains 51492 members 
Mstep: Class 23 contains 15207 members 
Mstep: Class 24 contains 20058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150542672.000000 Penalty: 72958.125000
Iteration 18Q: 22 clusters Score -1.505427e+08 nChanged 18855
Entering Unmasked Mstep 
Mstep: Class 0 contains 1617 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 210165 members 
Mstep: Class 3 contains 43857 members 
Mstep: Class 4 contains 201779 members 
Mstep: Class 5 contains 56834 members 
Mstep: Class 7 contains 127954 members 
Mstep: Class 8 contains 83874 members 
Mstep: Class 9 contains 157256 members 
Mstep: Class 10 contains 13211 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24980 members 
Mstep: Class 14 contains 55639 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 74612 members 
Mstep: Class 18 contains 27002 members 
Mstep: Class 19 contains 15363 members 
Mstep: Class 20 contains 17156 members 
Mstep: Class 21 contains 4237 members 
Mstep: Class 22 contains 50485 members 
Mstep: Class 23 contains 15142 members 
Mstep: Class 24 contains 20434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150553664.000000 Penalty: 72958.125000
Iteration 19Q: 22 clusters Score -1.505537e+08 nChanged 20680
Entering Unmasked Mstep 
Mstep: Class 0 contains 1617 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 209982 members 
Mstep: Class 3 contains 43712 members 
Mstep: Class 4 contains 201913 members 
Mstep: Class 5 contains 57125 members 
Mstep: Class 7 contains 117858 members 
Mstep: Class 8 contains 92105 members 
Mstep: Class 9 contains 158224 members 
Mstep: Class 10 contains 13336 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24951 members 
Mstep: Class 14 contains 54997 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 74692 members 
Mstep: Class 18 contains 28190 members 
Mstep: Class 19 contains 15643 members 
Mstep: Class 20 contains 17696 members 
Mstep: Class 21 contains 4069 members 
Mstep: Class 22 contains 49638 members 
Mstep: Class 23 contains 15077 members 
Mstep: Class 24 contains 20759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150580480.000000 Penalty: 72958.125000
Iteration 20F: 22 clusters Score -1.505805e+08 nChanged 20476
Entering Unmasked Mstep 
Mstep: Class 0 contains 1617 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 210012 members 
Mstep: Class 3 contains 42975 members 
Mstep: Class 4 contains 202048 members 
Mstep: Class 5 contains 57424 members 
Mstep: Class 7 contains 110141 members 
Mstep: Class 8 contains 97289 members 
Mstep: Class 9 contains 159678 members 
Mstep: Class 10 contains 13498 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24933 members 
Mstep: Class 14 contains 54411 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 74794 members 
Mstep: Class 18 contains 29803 members 
Mstep: Class 19 contains 15700 members 
Mstep: Class 20 contains 18191 members 
Mstep: Class 21 contains 3986 members 
Mstep: Class 22 contains 49000 members 
Mstep: Class 23 contains 15006 members 
Mstep: Class 24 contains 21096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150613984.000000 Penalty: 72958.125000
Iteration 21Q: 22 clusters Score -1.50614e+08 nChanged 17588
Entering Unmasked Mstep 
Mstep: Class 0 contains 1617 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 209892 members 
Mstep: Class 3 contains 42230 members 
Mstep: Class 4 contains 202130 members 
Mstep: Class 5 contains 57842 members 
Mstep: Class 7 contains 106056 members 
Mstep: Class 8 contains 97464 members 
Mstep: Class 9 contains 162915 members 
Mstep: Class 10 contains 13644 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24945 members 
Mstep: Class 14 contains 53879 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 74895 members 
Mstep: Class 18 contains 31209 members 
Mstep: Class 19 contains 15720 members 
Mstep: Class 20 contains 18626 members 
Mstep: Class 21 contains 3917 members 
Mstep: Class 22 contains 48621 members 
Mstep: Class 23 contains 14881 members 
Mstep: Class 24 contains 21357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150633760.000000 Penalty: 72958.125000
Iteration 22Q: 22 clusters Score -1.506338e+08 nChanged 12996
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 209122 members 
Mstep: Class 3 contains 41652 members 
Mstep: Class 4 contains 202121 members 
Mstep: Class 5 contains 58052 members 
Mstep: Class 7 contains 104898 members 
Mstep: Class 8 contains 96686 members 
Mstep: Class 9 contains 165143 members 
Mstep: Class 10 contains 13773 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24943 members 
Mstep: Class 14 contains 53386 members 
Mstep: Class 15 contains 1274 members 
Mstep: Class 16 contains 74973 members 
Mstep: Class 18 contains 32432 members 
Mstep: Class 19 contains 15925 members 
Mstep: Class 20 contains 18876 members 
Mstep: Class 21 contains 3871 members 
Mstep: Class 22 contains 48080 members 
Mstep: Class 23 contains 14770 members 
Mstep: Class 24 contains 21668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150638320.000000 Penalty: 72958.125000
Iteration 23Q: 22 clusters Score -1.506383e+08 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 208366 members 
Mstep: Class 3 contains 41288 members 
Mstep: Class 4 contains 202173 members 
Mstep: Class 5 contains 58085 members 
Mstep: Class 7 contains 104683 members 
Mstep: Class 8 contains 95856 members 
Mstep: Class 9 contains 166388 members 
Mstep: Class 10 contains 13879 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24950 members 
Mstep: Class 14 contains 52924 members 
Mstep: Class 15 contains 1279 members 
Mstep: Class 16 contains 75066 members 
Mstep: Class 18 contains 33521 members 
Mstep: Class 19 contains 16285 members 
Mstep: Class 20 contains 18982 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 22 contains 47466 members 
Mstep: Class 23 contains 14639 members 
Mstep: Class 24 contains 21994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150640192.000000 Penalty: 72958.125000
Iteration 24Q: 22 clusters Score -1.506402e+08 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 207728 members 
Mstep: Class 3 contains 40948 members 
Mstep: Class 4 contains 202222 members 
Mstep: Class 5 contains 58068 members 
Mstep: Class 7 contains 104728 members 
Mstep: Class 8 contains 95073 members 
Mstep: Class 9 contains 167271 members 
Mstep: Class 10 contains 13976 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24955 members 
Mstep: Class 14 contains 52512 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 75125 members 
Mstep: Class 18 contains 34525 members 
Mstep: Class 19 contains 16681 members 
Mstep: Class 20 contains 19005 members 
Mstep: Class 21 contains 3872 members 
Mstep: Class 22 contains 46868 members 
Mstep: Class 23 contains 14549 members 
Mstep: Class 24 contains 22298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150641392.000000 Penalty: 72958.125000
Iteration 25Q: 22 clusters Score -1.506414e+08 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 207236 members 
Mstep: Class 3 contains 40536 members 
Mstep: Class 4 contains 202229 members 
Mstep: Class 5 contains 58036 members 
Mstep: Class 7 contains 104830 members 
Mstep: Class 8 contains 94371 members 
Mstep: Class 9 contains 167933 members 
Mstep: Class 10 contains 14041 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24963 members 
Mstep: Class 14 contains 52145 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 75211 members 
Mstep: Class 18 contains 35514 members 
Mstep: Class 19 contains 17075 members 
Mstep: Class 20 contains 18980 members 
Mstep: Class 21 contains 3938 members 
Mstep: Class 22 contains 46311 members 
Mstep: Class 23 contains 14463 members 
Mstep: Class 24 contains 22577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150642032.000000 Penalty: 72958.125000
Iteration 26Q: 22 clusters Score -1.50642e+08 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 206865 members 
Mstep: Class 3 contains 40093 members 
Mstep: Class 4 contains 202216 members 
Mstep: Class 5 contains 58018 members 
Mstep: Class 7 contains 104944 members 
Mstep: Class 8 contains 93693 members 
Mstep: Class 9 contains 168475 members 
Mstep: Class 10 contains 14092 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24968 members 
Mstep: Class 14 contains 51821 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 75318 members 
Mstep: Class 18 contains 36452 members 
Mstep: Class 19 contains 17426 members 
Mstep: Class 20 contains 18916 members 
Mstep: Class 21 contains 4047 members 
Mstep: Class 22 contains 45813 members 
Mstep: Class 23 contains 14385 members 
Mstep: Class 24 contains 22841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150642864.000000 Penalty: 72958.125000
Iteration 27Q: 22 clusters Score -1.506429e+08 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 206567 members 
Mstep: Class 3 contains 39555 members 
Mstep: Class 4 contains 202165 members 
Mstep: Class 5 contains 57955 members 
Mstep: Class 7 contains 105032 members 
Mstep: Class 8 contains 93087 members 
Mstep: Class 9 contains 169003 members 
Mstep: Class 10 contains 14123 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24972 members 
Mstep: Class 14 contains 51499 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 75450 members 
Mstep: Class 18 contains 37464 members 
Mstep: Class 19 contains 17754 members 
Mstep: Class 20 contains 18842 members 
Mstep: Class 21 contains 4183 members 
Mstep: Class 22 contains 45340 members 
Mstep: Class 23 contains 14315 members 
Mstep: Class 24 contains 23057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150643808.000000 Penalty: 72958.125000
Iteration 28Q: 22 clusters Score -1.506438e+08 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 206288 members 
Mstep: Class 3 contains 38982 members 
Mstep: Class 4 contains 202124 members 
Mstep: Class 5 contains 57918 members 
Mstep: Class 7 contains 105088 members 
Mstep: Class 8 contains 92587 members 
Mstep: Class 9 contains 169497 members 
Mstep: Class 10 contains 14156 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24966 members 
Mstep: Class 14 contains 51196 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 75579 members 
Mstep: Class 18 contains 38444 members 
Mstep: Class 19 contains 18038 members 
Mstep: Class 20 contains 18747 members 
Mstep: Class 21 contains 4316 members 
Mstep: Class 22 contains 44892 members 
Mstep: Class 23 contains 14254 members 
Mstep: Class 24 contains 23273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150644624.000000 Penalty: 72958.125000
Iteration 29Q: 22 clusters Score -1.506446e+08 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 206034 members 
Mstep: Class 3 contains 38366 members 
Mstep: Class 4 contains 202079 members 
Mstep: Class 5 contains 57889 members 
Mstep: Class 7 contains 105143 members 
Mstep: Class 8 contains 92153 members 
Mstep: Class 9 contains 169952 members 
Mstep: Class 10 contains 14182 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24965 members 
Mstep: Class 14 contains 50888 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 75697 members 
Mstep: Class 18 contains 39457 members 
Mstep: Class 19 contains 18295 members 
Mstep: Class 20 contains 18660 members 
Mstep: Class 21 contains 4463 members 
Mstep: Class 22 contains 44465 members 
Mstep: Class 23 contains 14210 members 
Mstep: Class 24 contains 23451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645728.000000 Penalty: 72958.125000
Iteration 30Q: 22 clusters Score -1.506457e+08 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 205777 members 
Mstep: Class 3 contains 37696 members 
Mstep: Class 4 contains 202021 members 
Mstep: Class 5 contains 57845 members 
Mstep: Class 7 contains 105192 members 
Mstep: Class 8 contains 91778 members 
Mstep: Class 9 contains 170419 members 
Mstep: Class 10 contains 14213 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24966 members 
Mstep: Class 14 contains 50608 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 75814 members 
Mstep: Class 18 contains 40506 members 
Mstep: Class 19 contains 18521 members 
Mstep: Class 20 contains 18548 members 
Mstep: Class 21 contains 4623 members 
Mstep: Class 22 contains 44071 members 
Mstep: Class 23 contains 14168 members 
Mstep: Class 24 contains 23590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646016.000000 Penalty: 72958.125000
Iteration 31Q: 22 clusters Score -1.50646e+08 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 205533 members 
Mstep: Class 3 contains 36986 members 
Mstep: Class 4 contains 201970 members 
Mstep: Class 5 contains 57803 members 
Mstep: Class 7 contains 105225 members 
Mstep: Class 8 contains 91430 members 
Mstep: Class 9 contains 170820 members 
Mstep: Class 10 contains 14246 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24968 members 
Mstep: Class 14 contains 50313 members 
Mstep: Class 15 contains 1278 members 
Mstep: Class 16 contains 75926 members 
Mstep: Class 18 contains 41601 members 
Mstep: Class 19 contains 18717 members 
Mstep: Class 20 contains 18451 members 
Mstep: Class 21 contains 4796 members 
Mstep: Class 22 contains 43708 members 
Mstep: Class 23 contains 14121 members 
Mstep: Class 24 contains 23747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150646800.000000 Penalty: 72958.125000
Iteration 32Q: 22 clusters Score -1.506468e+08 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 205233 members 
Mstep: Class 3 contains 36248 members 
Mstep: Class 4 contains 201976 members 
Mstep: Class 5 contains 57776 members 
Mstep: Class 7 contains 105234 members 
Mstep: Class 8 contains 91119 members 
Mstep: Class 9 contains 171191 members 
Mstep: Class 10 contains 14281 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24969 members 
Mstep: Class 14 contains 50020 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 76064 members 
Mstep: Class 18 contains 42690 members 
Mstep: Class 19 contains 18849 members 
Mstep: Class 20 contains 18370 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 43405 members 
Mstep: Class 23 contains 14090 members 
Mstep: Class 24 contains 23862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150647424.000000 Penalty: 72958.125000
Iteration 33Q: 22 clusters Score -1.506474e+08 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 204884 members 
Mstep: Class 3 contains 35583 members 
Mstep: Class 4 contains 201981 members 
Mstep: Class 5 contains 57767 members 
Mstep: Class 7 contains 105250 members 
Mstep: Class 8 contains 90841 members 
Mstep: Class 9 contains 171567 members 
Mstep: Class 10 contains 14311 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24970 members 
Mstep: Class 14 contains 49751 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 76212 members 
Mstep: Class 18 contains 43714 members 
Mstep: Class 19 contains 18919 members 
Mstep: Class 20 contains 18289 members 
Mstep: Class 21 contains 5158 members 
Mstep: Class 22 contains 43112 members 
Mstep: Class 23 contains 14060 members 
Mstep: Class 24 contains 23977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150647872.000000 Penalty: 72958.125000
Iteration 34Q: 22 clusters Score -1.506479e+08 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 204543 members 
Mstep: Class 3 contains 35013 members 
Mstep: Class 4 contains 201992 members 
Mstep: Class 5 contains 57738 members 
Mstep: Class 7 contains 105263 members 
Mstep: Class 8 contains 90598 members 
Mstep: Class 9 contains 171899 members 
Mstep: Class 10 contains 14340 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24963 members 
Mstep: Class 14 contains 49504 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 76360 members 
Mstep: Class 18 contains 44651 members 
Mstep: Class 19 contains 18945 members 
Mstep: Class 20 contains 18213 members 
Mstep: Class 21 contains 5362 members 
Mstep: Class 22 contains 42860 members 
Mstep: Class 23 contains 14029 members 
Mstep: Class 24 contains 24071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150648192.000000 Penalty: 72958.125000
Iteration 35Q: 22 clusters Score -1.506482e+08 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 204177 members 
Mstep: Class 3 contains 34496 members 
Mstep: Class 4 contains 202039 members 
Mstep: Class 5 contains 57720 members 
Mstep: Class 7 contains 105275 members 
Mstep: Class 8 contains 90408 members 
Mstep: Class 9 contains 172187 members 
Mstep: Class 10 contains 14353 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24952 members 
Mstep: Class 14 contains 49269 members 
Mstep: Class 15 contains 1265 members 
Mstep: Class 16 contains 76500 members 
Mstep: Class 18 contains 45528 members 
Mstep: Class 19 contains 18946 members 
Mstep: Class 20 contains 18180 members 
Mstep: Class 21 contains 5558 members 
Mstep: Class 22 contains 42619 members 
Mstep: Class 23 contains 13983 members 
Mstep: Class 24 contains 24171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150648528.000000 Penalty: 72958.125000
Iteration 36Q: 22 clusters Score -1.506485e+08 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 203807 members 
Mstep: Class 3 contains 34032 members 
Mstep: Class 4 contains 202111 members 
Mstep: Class 5 contains 57653 members 
Mstep: Class 7 contains 105272 members 
Mstep: Class 8 contains 90261 members 
Mstep: Class 9 contains 172470 members 
Mstep: Class 10 contains 14367 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24947 members 
Mstep: Class 14 contains 49037 members 
Mstep: Class 15 contains 1262 members 
Mstep: Class 16 contains 76632 members 
Mstep: Class 18 contains 46311 members 
Mstep: Class 19 contains 18930 members 
Mstep: Class 20 contains 18150 members 
Mstep: Class 21 contains 5751 members 
Mstep: Class 22 contains 42415 members 
Mstep: Class 23 contains 13943 members 
Mstep: Class 24 contains 24254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150648832.000000 Penalty: 72958.125000
Iteration 37Q: 22 clusters Score -1.506488e+08 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 203421 members 
Mstep: Class 3 contains 33611 members 
Mstep: Class 4 contains 202165 members 
Mstep: Class 5 contains 57631 members 
Mstep: Class 7 contains 105263 members 
Mstep: Class 8 contains 90148 members 
Mstep: Class 9 contains 172718 members 
Mstep: Class 10 contains 14381 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24946 members 
Mstep: Class 14 contains 48831 members 
Mstep: Class 15 contains 1260 members 
Mstep: Class 16 contains 76748 members 
Mstep: Class 18 contains 46985 members 
Mstep: Class 19 contains 18932 members 
Mstep: Class 20 contains 18150 members 
Mstep: Class 21 contains 5946 members 
Mstep: Class 22 contains 42231 members 
Mstep: Class 23 contains 13907 members 
Mstep: Class 24 contains 24321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150649328.000000 Penalty: 72958.125000
Iteration 38Q: 22 clusters Score -1.506493e+08 nChanged 2651
Entering ConstructFrom: 
Score: -150649328.000000 Penalty: 72958.125000
Entering ConstructFrom: 
Trying to split cluster 1 (8519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Entering Unmasked Estep 
Score: -1034713.000000 Penalty: 2244.413574
	Iteration 0F: 2 clusters Score -1034713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1027981.937500 Penalty: 4488.827148
	Iteration 0F: 3 clusters Score -1027982 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1029932.187500 Penalty: 4488.827148
	Iteration 1F: 3 clusters Score -1029932 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1030283.312500 Penalty: 4488.827148
	Iteration 2F: 3 clusters Score -1030283 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1030601.500000 Penalty: 4488.827148
	Iteration 3F: 3 clusters Score -1030602 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1030866.187500 Penalty: 4488.827148
	Iteration 4Q: 3 clusters Score -1030866 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1031163.500000 Penalty: 4488.827148
	Iteration 5Q: 3 clusters Score -1031164 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1031512.062500 Penalty: 4488.827148
	Iteration 6F: 3 clusters Score -1031512 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1031850.625000 Penalty: 4488.827148
	Iteration 7Q: 3 clusters Score -1031851 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1032161.500000 Penalty: 4488.827148
	Iteration 8F: 3 clusters Score -1032162 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1032457.250000 Penalty: 4488.827148
	Iteration 9Q: 3 clusters Score -1032457 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1032721.562500 Penalty: 4488.827148
	Iteration 10Q: 3 clusters Score -1032722 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1032942.625000 Penalty: 4488.827148
	Iteration 11Q: 3 clusters Score -1032943 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1033087.812500 Penalty: 4488.827148
	Iteration 12Q: 3 clusters Score -1033088 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1033206.187500 Penalty: 4488.827148
	Iteration 13Q: 3 clusters Score -1033206 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1033299.437500 Penalty: 4488.827148
	Iteration 14Q: 3 clusters Score -1033299 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1033386.250000 Penalty: 4488.827148
	Iteration 15Q: 3 clusters Score -1033386 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1033447.312500 Penalty: 4488.827148
	Iteration 16Q: 3 clusters Score -1033447 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1033493.750000 Penalty: 4488.827148
	Iteration 17Q: 3 clusters Score -1033494 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1033534.812500 Penalty: 4488.827148
	Iteration 18Q: 3 clusters Score -1033535 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1033565.000000 Penalty: 4488.827148
	Iteration 19Q: 3 clusters Score -1033565 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1033588.562500 Penalty: 4488.827148
	Iteration 20F: 3 clusters Score -1033589 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1033611.625000 Penalty: 4488.827148
	Iteration 21Q: 3 clusters Score -1033612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1033625.875000 Penalty: 4488.827148
	Iteration 22Q: 3 clusters Score -1033626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1033640.250000 Penalty: 4488.827148
	Iteration 23Q: 3 clusters Score -1033640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1033655.625000 Penalty: 4488.827148
	Iteration 24Q: 3 clusters Score -1033656 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1033669.250000 Penalty: 4488.827148
	Iteration 25Q: 3 clusters Score -1033669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1033677.937500 Penalty: 4488.827148
	Iteration 26Q: 3 clusters Score -1033678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1033685.125000 Penalty: 4488.827148
	Iteration 27Q: 3 clusters Score -1033685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1033694.875000 Penalty: 4488.827148
	Iteration 28Q: 3 clusters Score -1033695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1033704.250000 Penalty: 4488.827148
	Iteration 29Q: 3 clusters Score -1033704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1033709.250000 Penalty: 4488.827148
	Iteration 30Q: 3 clusters Score -1033709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1033711.812500 Penalty: 4488.827148
	Iteration 31Q: 3 clusters Score -1033712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1033719.250000 Penalty: 4488.827148
	Iteration 32Q: 3 clusters Score -1033719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1033724.500000 Penalty: 4488.827148
	Iteration 33Q: 3 clusters Score -1033724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1033731.000000 Penalty: 4488.827148
	Iteration 34Q: 3 clusters Score -1033731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1033735.812500 Penalty: 4488.827148
	Iteration 35Q: 3 clusters Score -1033736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1033737.875000 Penalty: 4488.827148
	Iteration 36Q: 3 clusters Score -1033738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1033740.125000 Penalty: 4488.827148
	Iteration 37Q: 3 clusters Score -1033740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1033744.000000 Penalty: 4488.827148
	Iteration 38Q: 3 clusters Score -1033744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1033745.625000 Penalty: 4488.827148
	Iteration 39Q: 3 clusters Score -1033746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1033750.812500 Penalty: 4488.827148
	Iteration 40F: 3 clusters Score -1033751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1033751.500000 Penalty: 4488.827148
	Iteration 41Q: 3 clusters Score -1033752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1033753.250000 Penalty: 4488.827148
	Iteration 42Q: 3 clusters Score -1033753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1033754.812500 Penalty: 4488.827148
	Iteration 43Q: 3 clusters Score -1033755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1033756.250000 Penalty: 4488.827148
	Iteration 44Q: 3 clusters Score -1033756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1033757.937500 Penalty: 4488.827148
	Iteration 45Q: 3 clusters Score -1033758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1033759.000000 Penalty: 4488.827148
	Iteration 46Q: 3 clusters Score -1033759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1033759.125000 Penalty: 4488.827148
	Iteration 47Q: 3 clusters Score -1033759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1033761.625000 Penalty: 4488.827148
	Iteration 48Q: 3 clusters Score -1033762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1033761.625000 Penalty: 4488.827148
	Iteration 49Q: 3 clusters Score -1033762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1033761.375000 Penalty: 4488.827148
	Iteration 50Q: 3 clusters Score -1033761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1033760.937500 Penalty: 4488.827148
	Iteration 51Q: 3 clusters Score -1033761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1033761.750000 Penalty: 4488.827148
	Iteration 52Q: 3 clusters Score -1033762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1033762.125000 Penalty: 4488.827148
	Iteration 53Q: 3 clusters Score -1033762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1033764.687500 Penalty: 4488.827148
	Iteration 54Q: 3 clusters Score -1033765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1033762.312500 Penalty: 4488.827148
	Iteration 55Q: 3 clusters Score -1033762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1033763.562500 Penalty: 4488.827148
	Iteration 56Q: 3 clusters Score -1033764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1033763.562500 Penalty: 4488.827148
	Iteration 57F: 3 clusters Score -1033764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (203094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203094 members 
Entering Unmasked Estep 
Score: -25975198.000000 Penalty: 3030.913086
	Iteration 0F: 2 clusters Score -2.59752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101389 members 
Mstep: Class 2 contains 101705 members 
Entering Unmasked Estep 
Score: -25854270.000000 Penalty: 6061.826172
	Iteration 0F: 3 clusters Score -2.585427e+07 nChanged 97700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97193 members 
Mstep: Class 2 contains 105901 members 
Entering Unmasked Estep 
Score: -25911430.000000 Penalty: 6061.826172
	Iteration 1F: 3 clusters Score -2.591143e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 108913 members 
Entering Unmasked Estep 
Score: -25912826.000000 Penalty: 6061.826172
	Iteration 2Q: 3 clusters Score -2.591283e+07 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89633 members 
Mstep: Class 2 contains 113461 members 
Entering Unmasked Estep 
Score: -25915468.000000 Penalty: 6061.826172
	Iteration 3Q: 3 clusters Score -2.591547e+07 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82803 members 
Mstep: Class 2 contains 120291 members 
Entering Unmasked Estep 
Score: -25919842.000000 Penalty: 6061.826172
	Iteration 4Q: 3 clusters Score -2.591984e+07 nChanged 12562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73351 members 
Mstep: Class 2 contains 129743 members 
Entering Unmasked Estep 
Score: -25926598.000000 Penalty: 6061.826172
	Iteration 5F: 3 clusters Score -2.59266e+07 nChanged 14927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61654 members 
Mstep: Class 2 contains 141440 members 
Entering Unmasked Estep 
Score: -25936012.000000 Penalty: 6061.826172
	Iteration 6F: 3 clusters Score -2.593601e+07 nChanged 15023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 153479 members 
Entering Unmasked Estep 
Score: -25945864.000000 Penalty: 6061.826172
	Iteration 7F: 3 clusters Score -2.594586e+07 nChanged 13571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 165188 members 
Entering Unmasked Estep 
Score: -25954778.000000 Penalty: 6061.826172
	Iteration 8F: 3 clusters Score -2.595478e+07 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 175454 members 
Entering Unmasked Estep 
Score: -25960768.000000 Penalty: 6061.826172
	Iteration 9F: 3 clusters Score -2.596077e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 183802 members 
Entering Unmasked Estep 
Score: -25965192.000000 Penalty: 6061.826172
	Iteration 10Q: 3 clusters Score -2.596519e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 190149 members 
Entering Unmasked Estep 
Score: -25968242.000000 Penalty: 6061.826172
	Iteration 11Q: 3 clusters Score -2.596824e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 194526 members 
Entering Unmasked Estep 
Score: -25970540.000000 Penalty: 6061.826172
	Iteration 12Q: 3 clusters Score -2.597054e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 197181 members 
Entering Unmasked Estep 
Score: -25971952.000000 Penalty: 6061.826172
	Iteration 13Q: 3 clusters Score -2.597195e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 198515 members 
Entering Unmasked Estep 
Score: -25973234.000000 Penalty: 6061.826172
	Iteration 14Q: 3 clusters Score -2.597323e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 199057 members 
Entering Unmasked Estep 
Score: -25974212.000000 Penalty: 6061.826172
	Iteration 15Q: 3 clusters Score -2.597421e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 199172 members 
Entering Unmasked Estep 
Score: -25974820.000000 Penalty: 6061.826172
	Iteration 16Q: 3 clusters Score -2.597482e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 199106 members 
Entering Unmasked Estep 
Score: -25975258.000000 Penalty: 6061.826172
	Iteration 17Q: 3 clusters Score -2.597526e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 198998 members 
Entering Unmasked Estep 
Score: -25975488.000000 Penalty: 6061.826172
	Iteration 18Q: 3 clusters Score -2.597549e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 198898 members 
Entering Unmasked Estep 
Score: -25975636.000000 Penalty: 6061.826172
	Iteration 19Q: 3 clusters Score -2.597564e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 198779 members 
Entering Unmasked Estep 
Score: -25975724.000000 Penalty: 6061.826172
	Iteration 20F: 3 clusters Score -2.597572e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 198648 members 
Entering Unmasked Estep 
Score: -25975770.000000 Penalty: 6061.826172
	Iteration 21Q: 3 clusters Score -2.597577e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 198524 members 
Entering Unmasked Estep 
Score: -25975868.000000 Penalty: 6061.826172
	Iteration 22Q: 3 clusters Score -2.597587e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 198430 members 
Entering Unmasked Estep 
Score: -25975894.000000 Penalty: 6061.826172
	Iteration 23Q: 3 clusters Score -2.597589e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 198353 members 
Entering Unmasked Estep 
Score: -25975912.000000 Penalty: 6061.826172
	Iteration 24Q: 3 clusters Score -2.597591e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 198280 members 
Entering Unmasked Estep 
Score: -25975976.000000 Penalty: 6061.826172
	Iteration 25Q: 3 clusters Score -2.597598e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 198198 members 
Entering Unmasked Estep 
Score: -25976002.000000 Penalty: 6061.826172
	Iteration 26Q: 3 clusters Score -2.5976e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 198122 members 
Entering Unmasked Estep 
Score: -25976016.000000 Penalty: 6061.826172
	Iteration 27Q: 3 clusters Score -2.597602e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 198058 members 
Entering Unmasked Estep 
Score: -25976064.000000 Penalty: 6061.826172
	Iteration 28Q: 3 clusters Score -2.597606e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 197997 members 
Entering Unmasked Estep 
Score: -25976076.000000 Penalty: 6061.826172
	Iteration 29Q: 3 clusters Score -2.597608e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 197947 members 
Entering Unmasked Estep 
Score: -25976164.000000 Penalty: 6061.826172
	Iteration 30Q: 3 clusters Score -2.597616e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 197907 members 
Entering Unmasked Estep 
Score: -25976138.000000 Penalty: 6061.826172
	Iteration 31Q: 3 clusters Score -2.597614e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 197862 members 
Entering Unmasked Estep 
Score: -25976180.000000 Penalty: 6061.826172
	Iteration 32Q: 3 clusters Score -2.597618e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 197818 members 
Entering Unmasked Estep 
Score: -25976186.000000 Penalty: 6061.826172
	Iteration 33Q: 3 clusters Score -2.597619e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 197781 members 
Entering Unmasked Estep 
Score: -25976206.000000 Penalty: 6061.826172
	Iteration 34Q: 3 clusters Score -2.597621e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 197745 members 
Entering Unmasked Estep 
Score: -25976210.000000 Penalty: 6061.826172
	Iteration 35Q: 3 clusters Score -2.597621e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 197709 members 
Entering Unmasked Estep 
Score: -25976184.000000 Penalty: 6061.826172
	Iteration 36Q: 3 clusters Score -2.597618e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 197684 members 
Entering Unmasked Estep 
Score: -25976188.000000 Penalty: 6061.826172
	Iteration 37Q: 3 clusters Score -2.597619e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 197655 members 
Entering Unmasked Estep 
Score: -25976230.000000 Penalty: 6061.826172
	Iteration 38Q: 3 clusters Score -2.597623e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 197626 members 
Entering Unmasked Estep 
Score: -25976236.000000 Penalty: 6061.826172
	Iteration 39Q: 3 clusters Score -2.597624e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 197601 members 
Entering Unmasked Estep 
Score: -25976266.000000 Penalty: 6061.826172
	Iteration 40F: 3 clusters Score -2.597627e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 197572 members 
Entering Unmasked Estep 
Score: -25976290.000000 Penalty: 6061.826172
	Iteration 41Q: 3 clusters Score -2.597629e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 197542 members 
Entering Unmasked Estep 
Score: -25976260.000000 Penalty: 6061.826172
	Iteration 42Q: 3 clusters Score -2.597626e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 197526 members 
Entering Unmasked Estep 
Score: -25976262.000000 Penalty: 6061.826172
	Iteration 43Q: 3 clusters Score -2.597626e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 197510 members 
Entering Unmasked Estep 
Score: -25976266.000000 Penalty: 6061.826172
	Iteration 44Q: 3 clusters Score -2.597627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 197491 members 
Entering Unmasked Estep 
Score: -25976262.000000 Penalty: 6061.826172
	Iteration 45Q: 3 clusters Score -2.597626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 197480 members 
Entering Unmasked Estep 
Score: -25976284.000000 Penalty: 6061.826172
	Iteration 46Q: 3 clusters Score -2.597628e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 197464 members 
Entering Unmasked Estep 
Score: -25976284.000000 Penalty: 6061.826172
	Iteration 47Q: 3 clusters Score -2.597628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 197457 members 
Entering Unmasked Estep 
Score: -25976288.000000 Penalty: 6061.826172
	Iteration 48Q: 3 clusters Score -2.597629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 197453 members 
Entering Unmasked Estep 
Score: -25976296.000000 Penalty: 6061.826172
	Iteration 49Q: 3 clusters Score -2.59763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 197452 members 
Entering Unmasked Estep 
Score: -25976306.000000 Penalty: 6061.826172
	Iteration 50Q: 3 clusters Score -2.597631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 197445 members 
Entering Unmasked Estep 
Score: -25976326.000000 Penalty: 6061.826172
	Iteration 51Q: 3 clusters Score -2.597633e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 197437 members 
Entering Unmasked Estep 
Score: -25976320.000000 Penalty: 6061.826172
	Iteration 52Q: 3 clusters Score -2.597632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 197434 members 
Entering Unmasked Estep 
Score: -25976332.000000 Penalty: 6061.826172
	Iteration 53Q: 3 clusters Score -2.597633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 197432 members 
Entering Unmasked Estep 
Score: -25976320.000000 Penalty: 6061.826172
	Iteration 54Q: 3 clusters Score -2.597632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 197429 members 
Entering Unmasked Estep 
Score: -25976338.000000 Penalty: 6061.826172
	Iteration 55Q: 3 clusters Score -2.597634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 197423 members 
Entering Unmasked Estep 
Score: -25976344.000000 Penalty: 6061.826172
	Iteration 56Q: 3 clusters Score -2.597634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 197418 members 
Entering Unmasked Estep 
Score: -25976340.000000 Penalty: 6061.826172
	Iteration 57Q: 3 clusters Score -2.597634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 197411 members 
Entering Unmasked Estep 
Score: -25976330.000000 Penalty: 6061.826172
	Iteration 58Q: 3 clusters Score -2.597633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 197404 members 
Entering Unmasked Estep 
Score: -25976354.000000 Penalty: 6061.826172
	Iteration 59Q: 3 clusters Score -2.597635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 197398 members 
Entering Unmasked Estep 
Score: -25976366.000000 Penalty: 6061.826172
	Iteration 60F: 3 clusters Score -2.597637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 197394 members 
Entering Unmasked Estep 
Score: -25976352.000000 Penalty: 6061.826172
	Iteration 61Q: 3 clusters Score -2.597635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 197391 members 
Entering Unmasked Estep 
Score: -25976346.000000 Penalty: 6061.826172
	Iteration 62Q: 3 clusters Score -2.597635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 197390 members 
Entering Unmasked Estep 
Score: -25976340.000000 Penalty: 6061.826172
	Iteration 63Q: 3 clusters Score -2.597634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 197389 members 
Entering Unmasked Estep 
Score: -25976334.000000 Penalty: 6061.826172
	Iteration 64Q: 3 clusters Score -2.597633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 197389 members 
Entering Unmasked Estep 
Score: -25976334.000000 Penalty: 6061.826172
	Iteration 65F: 3 clusters Score -2.597633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 33226 members 
Mstep: Class 4 contains 202232 members 
Mstep: Class 5 contains 57592 members 
Mstep: Class 6 contains 197389 members 
Mstep: Class 7 contains 105252 members 
Mstep: Class 8 contains 90086 members 
Mstep: Class 9 contains 172964 members 
Mstep: Class 10 contains 14406 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24939 members 
Mstep: Class 14 contains 48608 members 
Mstep: Class 15 contains 1259 members 
Mstep: Class 16 contains 76853 members 
Mstep: Class 18 contains 47603 members 
Mstep: Class 19 contains 18905 members 
Mstep: Class 20 contains 18154 members 
Mstep: Class 21 contains 6120 members 
Mstep: Class 22 contains 42053 members 
Mstep: Class 23 contains 13879 members 
Mstep: Class 24 contains 24355 members 
Entering Unmasked Estep 
Score: -150649968.000000 Penalty: 76432.320312
Splitting cluster 2 changes total score from -150649328.000000 to -150649968.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (33226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Entering Unmasked Estep 
Score: -3929097.000000 Penalty: 2581.949707
	Iteration 0F: 2 clusters Score -3929097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3906449.750000 Penalty: 5163.899414
	Iteration 0F: 3 clusters Score -3906450 nChanged 15119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3916198.000000 Penalty: 5163.899414
	Iteration 1F: 3 clusters Score -3916198 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -3918394.250000 Penalty: 5163.899414
	Iteration 2F: 3 clusters Score -3918394 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3920996.250000 Penalty: 5163.899414
	Iteration 3F: 3 clusters Score -3920996 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3923276.500000 Penalty: 5163.899414
	Iteration 4F: 3 clusters Score -3923276 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -3924738.750000 Penalty: 5163.899414
	Iteration 5F: 3 clusters Score -3924739 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3925550.250000 Penalty: 5163.899414
	Iteration 6Q: 3 clusters Score -3925550 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3926031.500000 Penalty: 5163.899414
	Iteration 7Q: 3 clusters Score -3926032 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -3926316.500000 Penalty: 5163.899414
	Iteration 8Q: 3 clusters Score -3926316 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -3926509.250000 Penalty: 5163.899414
	Iteration 9Q: 3 clusters Score -3926509 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3926652.750000 Penalty: 5163.899414
	Iteration 10Q: 3 clusters Score -3926653 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3926793.250000 Penalty: 5163.899414
	Iteration 11Q: 3 clusters Score -3926793 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3926904.750000 Penalty: 5163.899414
	Iteration 12Q: 3 clusters Score -3926905 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3927002.250000 Penalty: 5163.899414
	Iteration 13Q: 3 clusters Score -3927002 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -3927086.000000 Penalty: 5163.899414
	Iteration 14Q: 3 clusters Score -3927086 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3927151.750000 Penalty: 5163.899414
	Iteration 15Q: 3 clusters Score -3927152 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3927196.000000 Penalty: 5163.899414
	Iteration 16Q: 3 clusters Score -3927196 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3927223.750000 Penalty: 5163.899414
	Iteration 17Q: 3 clusters Score -3927224 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3927251.500000 Penalty: 5163.899414
	Iteration 18Q: 3 clusters Score -3927252 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3927282.000000 Penalty: 5163.899414
	Iteration 19Q: 3 clusters Score -3927282 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3927292.750000 Penalty: 5163.899414
	Iteration 20F: 3 clusters Score -3927293 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -3927312.250000 Penalty: 5163.899414
	Iteration 21Q: 3 clusters Score -3927312 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -3927322.000000 Penalty: 5163.899414
	Iteration 22Q: 3 clusters Score -3927322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3927330.250000 Penalty: 5163.899414
	Iteration 23Q: 3 clusters Score -3927330 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -3927330.750000 Penalty: 5163.899414
	Iteration 24Q: 3 clusters Score -3927331 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -3927337.500000 Penalty: 5163.899414
	Iteration 25Q: 3 clusters Score -3927338 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -3927338.500000 Penalty: 5163.899414
	Iteration 26Q: 3 clusters Score -3927338 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3927349.500000 Penalty: 5163.899414
	Iteration 27Q: 3 clusters Score -3927350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -3927346.250000 Penalty: 5163.899414
	Iteration 28Q: 3 clusters Score -3927346 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3927360.000000 Penalty: 5163.899414
	Iteration 29Q: 3 clusters Score -3927360 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3927360.000000 Penalty: 5163.899414
	Iteration 30Q: 3 clusters Score -3927360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3927365.250000 Penalty: 5163.899414
	Iteration 31Q: 3 clusters Score -3927365 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3927378.750000 Penalty: 5163.899414
	Iteration 32Q: 3 clusters Score -3927379 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3927380.250000 Penalty: 5163.899414
	Iteration 33Q: 3 clusters Score -3927380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3927386.000000 Penalty: 5163.899414
	Iteration 34Q: 3 clusters Score -3927386 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3927385.750000 Penalty: 5163.899414
	Iteration 35Q: 3 clusters Score -3927386 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3927386.500000 Penalty: 5163.899414
	Iteration 36Q: 3 clusters Score -3927386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3927407.250000 Penalty: 5163.899414
	Iteration 37Q: 3 clusters Score -3927407 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3927421.750000 Penalty: 5163.899414
	Iteration 38Q: 3 clusters Score -3927422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3927419.250000 Penalty: 5163.899414
	Iteration 39Q: 3 clusters Score -3927419 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3927417.750000 Penalty: 5163.899414
	Iteration 40F: 3 clusters Score -3927418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -3927424.000000 Penalty: 5163.899414
	Iteration 41Q: 3 clusters Score -3927424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3927424.500000 Penalty: 5163.899414
	Iteration 42Q: 3 clusters Score -3927424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3927439.250000 Penalty: 5163.899414
	Iteration 43Q: 3 clusters Score -3927439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -3927430.250000 Penalty: 5163.899414
	Iteration 44Q: 3 clusters Score -3927430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -3927432.000000 Penalty: 5163.899414
	Iteration 45Q: 3 clusters Score -3927432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -3927428.250000 Penalty: 5163.899414
	Iteration 46Q: 3 clusters Score -3927428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3927433.000000 Penalty: 5163.899414
	Iteration 47Q: 3 clusters Score -3927433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3927441.750000 Penalty: 5163.899414
	Iteration 48Q: 3 clusters Score -3927442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3927435.250000 Penalty: 5163.899414
	Iteration 49Q: 3 clusters Score -3927435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3927435.500000 Penalty: 5163.899414
	Iteration 50Q: 3 clusters Score -3927436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3927437.500000 Penalty: 5163.899414
	Iteration 51Q: 3 clusters Score -3927438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3927436.750000 Penalty: 5163.899414
	Iteration 52Q: 3 clusters Score -3927437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3927434.250000 Penalty: 5163.899414
	Iteration 53Q: 3 clusters Score -3927434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3927438.750000 Penalty: 5163.899414
	Iteration 54Q: 3 clusters Score -3927439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3927437.000000 Penalty: 5163.899414
	Iteration 55Q: 3 clusters Score -3927437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3927436.750000 Penalty: 5163.899414
	Iteration 56Q: 3 clusters Score -3927437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3927434.750000 Penalty: 5163.899414
	Iteration 57Q: 3 clusters Score -3927435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3927435.500000 Penalty: 5163.899414
	Iteration 58Q: 3 clusters Score -3927436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3927435.500000 Penalty: 5163.899414
	Iteration 59F: 3 clusters Score -3927436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (202232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202232 members 
Entering Unmasked Estep 
Score: -26048732.000000 Penalty: 3029.858398
	Iteration 0F: 2 clusters Score -2.604873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101275 members 
Mstep: Class 2 contains 100957 members 
Entering Unmasked Estep 
Score: -25932430.000000 Penalty: 6059.716797
	Iteration 0F: 3 clusters Score -2.593243e+07 nChanged 97248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104811 members 
Mstep: Class 2 contains 97421 members 
Entering Unmasked Estep 
Score: -25989706.000000 Penalty: 6059.716797
	Iteration 1F: 3 clusters Score -2.598971e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107143 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -25991388.000000 Penalty: 6059.716797
	Iteration 2Q: 3 clusters Score -2.599139e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110609 members 
Mstep: Class 2 contains 91623 members 
Entering Unmasked Estep 
Score: -25993450.000000 Penalty: 6059.716797
	Iteration 3Q: 3 clusters Score -2.599345e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115714 members 
Mstep: Class 2 contains 86518 members 
Entering Unmasked Estep 
Score: -25997176.000000 Penalty: 6059.716797
	Iteration 4Q: 3 clusters Score -2.599718e+07 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123005 members 
Mstep: Class 2 contains 79227 members 
Entering Unmasked Estep 
Score: -26002228.000000 Penalty: 6059.716797
	Iteration 5F: 3 clusters Score -2.600223e+07 nChanged 13036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132545 members 
Mstep: Class 2 contains 69687 members 
Entering Unmasked Estep 
Score: -26008828.000000 Penalty: 6059.716797
	Iteration 6F: 3 clusters Score -2.600883e+07 nChanged 13916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143341 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -26017204.000000 Penalty: 6059.716797
	Iteration 7F: 3 clusters Score -2.60172e+07 nChanged 12944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153817 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -26026430.000000 Penalty: 6059.716797
	Iteration 8F: 3 clusters Score -2.602643e+07 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162443 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -26034240.000000 Penalty: 6059.716797
	Iteration 9F: 3 clusters Score -2.603424e+07 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168761 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -26039978.000000 Penalty: 6059.716797
	Iteration 10Q: 3 clusters Score -2.603998e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172730 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -26043424.000000 Penalty: 6059.716797
	Iteration 11Q: 3 clusters Score -2.604342e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175463 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -26045432.000000 Penalty: 6059.716797
	Iteration 12Q: 3 clusters Score -2.604543e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177718 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -26046926.000000 Penalty: 6059.716797
	Iteration 13Q: 3 clusters Score -2.604693e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179747 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -26047964.000000 Penalty: 6059.716797
	Iteration 14Q: 3 clusters Score -2.604796e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181529 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -26049068.000000 Penalty: 6059.716797
	Iteration 15Q: 3 clusters Score -2.604907e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183097 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -26049926.000000 Penalty: 6059.716797
	Iteration 16Q: 3 clusters Score -2.604993e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184514 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -26050690.000000 Penalty: 6059.716797
	Iteration 17Q: 3 clusters Score -2.605069e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185706 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -26051292.000000 Penalty: 6059.716797
	Iteration 18Q: 3 clusters Score -2.605129e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186706 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -26051832.000000 Penalty: 6059.716797
	Iteration 19Q: 3 clusters Score -2.605183e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187563 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -26052132.000000 Penalty: 6059.716797
	Iteration 20F: 3 clusters Score -2.605213e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188336 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -26052496.000000 Penalty: 6059.716797
	Iteration 21Q: 3 clusters Score -2.60525e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188968 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -26052654.000000 Penalty: 6059.716797
	Iteration 22Q: 3 clusters Score -2.605265e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189513 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -26052658.000000 Penalty: 6059.716797
	Iteration 23Q: 3 clusters Score -2.605266e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189988 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -26052770.000000 Penalty: 6059.716797
	Iteration 24Q: 3 clusters Score -2.605277e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190401 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -26052826.000000 Penalty: 6059.716797
	Iteration 25Q: 3 clusters Score -2.605283e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190772 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -26052822.000000 Penalty: 6059.716797
	Iteration 26Q: 3 clusters Score -2.605282e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191089 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -26052904.000000 Penalty: 6059.716797
	Iteration 27Q: 3 clusters Score -2.60529e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191374 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -26052938.000000 Penalty: 6059.716797
	Iteration 28Q: 3 clusters Score -2.605294e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191622 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -26052918.000000 Penalty: 6059.716797
	Iteration 29Q: 3 clusters Score -2.605292e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191836 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -26052902.000000 Penalty: 6059.716797
	Iteration 30Q: 3 clusters Score -2.60529e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192040 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -26052928.000000 Penalty: 6059.716797
	Iteration 31Q: 3 clusters Score -2.605293e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192200 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -26052892.000000 Penalty: 6059.716797
	Iteration 32Q: 3 clusters Score -2.605289e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192359 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -26052904.000000 Penalty: 6059.716797
	Iteration 33Q: 3 clusters Score -2.60529e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192504 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -26052906.000000 Penalty: 6059.716797
	Iteration 34Q: 3 clusters Score -2.605291e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192637 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -26052880.000000 Penalty: 6059.716797
	Iteration 35Q: 3 clusters Score -2.605288e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192748 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -26052856.000000 Penalty: 6059.716797
	Iteration 36Q: 3 clusters Score -2.605286e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192848 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -26052806.000000 Penalty: 6059.716797
	Iteration 37Q: 3 clusters Score -2.605281e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192946 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -26052794.000000 Penalty: 6059.716797
	Iteration 38Q: 3 clusters Score -2.605279e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193039 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -26052800.000000 Penalty: 6059.716797
	Iteration 39Q: 3 clusters Score -2.60528e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193127 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -26052804.000000 Penalty: 6059.716797
	Iteration 40F: 3 clusters Score -2.60528e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193206 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -26052782.000000 Penalty: 6059.716797
	Iteration 41Q: 3 clusters Score -2.605278e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193287 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -26052784.000000 Penalty: 6059.716797
	Iteration 42Q: 3 clusters Score -2.605278e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193360 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -26052776.000000 Penalty: 6059.716797
	Iteration 43Q: 3 clusters Score -2.605278e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193431 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -26052784.000000 Penalty: 6059.716797
	Iteration 44Q: 3 clusters Score -2.605278e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193493 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -26052766.000000 Penalty: 6059.716797
	Iteration 45Q: 3 clusters Score -2.605277e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193554 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -26052760.000000 Penalty: 6059.716797
	Iteration 46Q: 3 clusters Score -2.605276e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193591 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -26052738.000000 Penalty: 6059.716797
	Iteration 47Q: 3 clusters Score -2.605274e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193643 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -26052748.000000 Penalty: 6059.716797
	Iteration 48Q: 3 clusters Score -2.605275e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193694 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -26052750.000000 Penalty: 6059.716797
	Iteration 49Q: 3 clusters Score -2.605275e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193733 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -26052766.000000 Penalty: 6059.716797
	Iteration 50Q: 3 clusters Score -2.605277e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193760 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -26052782.000000 Penalty: 6059.716797
	Iteration 51Q: 3 clusters Score -2.605278e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193789 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -26052776.000000 Penalty: 6059.716797
	Iteration 52Q: 3 clusters Score -2.605278e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193817 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -26052796.000000 Penalty: 6059.716797
	Iteration 53Q: 3 clusters Score -2.60528e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193850 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -26052786.000000 Penalty: 6059.716797
	Iteration 54Q: 3 clusters Score -2.605279e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193880 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -26052790.000000 Penalty: 6059.716797
	Iteration 55Q: 3 clusters Score -2.605279e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193903 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -26052814.000000 Penalty: 6059.716797
	Iteration 56Q: 3 clusters Score -2.605281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193919 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -26052790.000000 Penalty: 6059.716797
	Iteration 57Q: 3 clusters Score -2.605279e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193935 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -26052786.000000 Penalty: 6059.716797
	Iteration 58Q: 3 clusters Score -2.605279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193949 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -26052788.000000 Penalty: 6059.716797
	Iteration 59Q: 3 clusters Score -2.605279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193967 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -26052804.000000 Penalty: 6059.716797
	Iteration 60F: 3 clusters Score -2.60528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193978 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -26052800.000000 Penalty: 6059.716797
	Iteration 61Q: 3 clusters Score -2.60528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193986 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -26052790.000000 Penalty: 6059.716797
	Iteration 62Q: 3 clusters Score -2.605279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193998 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -26052780.000000 Penalty: 6059.716797
	Iteration 63Q: 3 clusters Score -2.605278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194003 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -26052794.000000 Penalty: 6059.716797
	Iteration 64Q: 3 clusters Score -2.605279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194011 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -26052788.000000 Penalty: 6059.716797
	Iteration 65Q: 3 clusters Score -2.605279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194018 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -26052790.000000 Penalty: 6059.716797
	Iteration 66Q: 3 clusters Score -2.605279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194022 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -26052794.000000 Penalty: 6059.716797
	Iteration 67Q: 3 clusters Score -2.605279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194025 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -26052802.000000 Penalty: 6059.716797
	Iteration 68Q: 3 clusters Score -2.60528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194030 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -26052802.000000 Penalty: 6059.716797
	Iteration 69Q: 3 clusters Score -2.60528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194035 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -26052788.000000 Penalty: 6059.716797
	Iteration 70Q: 3 clusters Score -2.605279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194038 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -26052790.000000 Penalty: 6059.716797
	Iteration 71Q: 3 clusters Score -2.605279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194041 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -26052794.000000 Penalty: 6059.716797
	Iteration 72Q: 3 clusters Score -2.605279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194041 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -26052794.000000 Penalty: 6059.716797
	Iteration 73F: 3 clusters Score -2.605279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 33226 members 
Mstep: Class 4 contains 194041 members 
Mstep: Class 5 contains 57592 members 
Mstep: Class 6 contains 197389 members 
Mstep: Class 7 contains 105252 members 
Mstep: Class 8 contains 90086 members 
Mstep: Class 9 contains 172964 members 
Mstep: Class 10 contains 14406 members 
Mstep: Class 11 contains 8191 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24939 members 
Mstep: Class 14 contains 48608 members 
Mstep: Class 15 contains 1259 members 
Mstep: Class 16 contains 76853 members 
Mstep: Class 18 contains 47603 members 
Mstep: Class 19 contains 18905 members 
Mstep: Class 20 contains 18154 members 
Mstep: Class 21 contains 6120 members 
Mstep: Class 22 contains 42053 members 
Mstep: Class 23 contains 13879 members 
Mstep: Class 24 contains 24355 members 
Entering Unmasked Estep 
Score: -150652944.000000 Penalty: 79906.515625
Splitting cluster 4 changes total score from -150649328.000000 to -150652944.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 5 (57592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Entering Unmasked Estep 
Score: -7406246.000000 Penalty: 2718.362305
	Iteration 0F: 2 clusters Score -7406246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -7367499.000000 Penalty: 5436.724609
	Iteration 0F: 3 clusters Score -7367499 nChanged 26566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -7382096.000000 Penalty: 5436.724609
	Iteration 1F: 3 clusters Score -7382096 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -7382678.500000 Penalty: 5436.724609
	Iteration 2Q: 3 clusters Score -7382678 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -7383228.500000 Penalty: 5436.724609
	Iteration 3Q: 3 clusters Score -7383228 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -7383851.000000 Penalty: 5436.724609
	Iteration 4Q: 3 clusters Score -7383851 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -7384576.000000 Penalty: 5436.724609
	Iteration 5Q: 3 clusters Score -7384576 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -7385565.500000 Penalty: 5436.724609
	Iteration 6Q: 3 clusters Score -7385566 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -7386811.500000 Penalty: 5436.724609
	Iteration 7Q: 3 clusters Score -7386812 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -7388512.000000 Penalty: 5436.724609
	Iteration 8F: 3 clusters Score -7388512 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -7390750.000000 Penalty: 5436.724609
	Iteration 9F: 3 clusters Score -7390750 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -7393667.000000 Penalty: 5436.724609
	Iteration 10F: 3 clusters Score -7393667 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -7396599.500000 Penalty: 5436.724609
	Iteration 11F: 3 clusters Score -7396600 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -7399255.500000 Penalty: 5436.724609
	Iteration 12F: 3 clusters Score -7399256 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -7401199.000000 Penalty: 5436.724609
	Iteration 13Q: 3 clusters Score -7401199 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -7402455.000000 Penalty: 5436.724609
	Iteration 14Q: 3 clusters Score -7402455 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -7403136.000000 Penalty: 5436.724609
	Iteration 15Q: 3 clusters Score -7403136 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7403471.500000 Penalty: 5436.724609
	Iteration 16Q: 3 clusters Score -7403472 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7403707.500000 Penalty: 5436.724609
	Iteration 17Q: 3 clusters Score -7403708 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -7403852.500000 Penalty: 5436.724609
	Iteration 18Q: 3 clusters Score -7403852 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7403951.500000 Penalty: 5436.724609
	Iteration 19Q: 3 clusters Score -7403952 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7404023.000000 Penalty: 5436.724609
	Iteration 20F: 3 clusters Score -7404023 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -7404081.000000 Penalty: 5436.724609
	Iteration 21Q: 3 clusters Score -7404081 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7404131.000000 Penalty: 5436.724609
	Iteration 22Q: 3 clusters Score -7404131 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7404147.500000 Penalty: 5436.724609
	Iteration 23Q: 3 clusters Score -7404148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7404168.000000 Penalty: 5436.724609
	Iteration 24Q: 3 clusters Score -7404168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7404186.500000 Penalty: 5436.724609
	Iteration 25Q: 3 clusters Score -7404186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56628 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7404206.500000 Penalty: 5436.724609
	Iteration 26Q: 3 clusters Score -7404206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56642 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7404222.500000 Penalty: 5436.724609
	Iteration 27Q: 3 clusters Score -7404222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7404229.500000 Penalty: 5436.724609
	Iteration 28Q: 3 clusters Score -7404230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7404224.000000 Penalty: 5436.724609
	Iteration 29Q: 3 clusters Score -7404224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7404245.500000 Penalty: 5436.724609
	Iteration 30Q: 3 clusters Score -7404246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7404246.500000 Penalty: 5436.724609
	Iteration 31Q: 3 clusters Score -7404246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -7404261.500000 Penalty: 5436.724609
	Iteration 32Q: 3 clusters Score -7404262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7404267.000000 Penalty: 5436.724609
	Iteration 33Q: 3 clusters Score -7404267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7404274.500000 Penalty: 5436.724609
	Iteration 34Q: 3 clusters Score -7404274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7404276.000000 Penalty: 5436.724609
	Iteration 35Q: 3 clusters Score -7404276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7404272.000000 Penalty: 5436.724609
	Iteration 36Q: 3 clusters Score -7404272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56701 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7404272.500000 Penalty: 5436.724609
	Iteration 37Q: 3 clusters Score -7404272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7404272.000000 Penalty: 5436.724609
	Iteration 38Q: 3 clusters Score -7404272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7404278.000000 Penalty: 5436.724609
	Iteration 39Q: 3 clusters Score -7404278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7404278.000000 Penalty: 5436.724609
	Iteration 40F: 3 clusters Score -7404278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (105252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105252 members 
Entering Unmasked Estep 
Score: -13592084.000000 Penalty: 2867.899902
	Iteration 0F: 2 clusters Score -1.359208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -13521451.000000 Penalty: 5735.799805
	Iteration 0F: 3 clusters Score -1.352145e+07 nChanged 49985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -13550114.000000 Penalty: 5735.799805
	Iteration 1F: 3 clusters Score -1.355011e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -13551293.000000 Penalty: 5735.799805
	Iteration 2Q: 3 clusters Score -1.355129e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -13553005.000000 Penalty: 5735.799805
	Iteration 3Q: 3 clusters Score -1.3553e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 54133 members 
Entering Unmasked Estep 
Score: -13555937.000000 Penalty: 5735.799805
	Iteration 4Q: 3 clusters Score -1.355594e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -13560336.000000 Penalty: 5735.799805
	Iteration 5F: 3 clusters Score -1.356034e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -13565900.000000 Penalty: 5735.799805
	Iteration 6F: 3 clusters Score -1.35659e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -13571249.000000 Penalty: 5735.799805
	Iteration 7F: 3 clusters Score -1.357125e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -13574873.000000 Penalty: 5735.799805
	Iteration 8F: 3 clusters Score -1.357487e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -13576799.000000 Penalty: 5735.799805
	Iteration 9Q: 3 clusters Score -1.35768e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -13577711.000000 Penalty: 5735.799805
	Iteration 10Q: 3 clusters Score -1.357771e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -13577973.000000 Penalty: 5735.799805
	Iteration 11Q: 3 clusters Score -1.357797e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -13578200.000000 Penalty: 5735.799805
	Iteration 12Q: 3 clusters Score -1.35782e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 51111 members 
Entering Unmasked Estep 
Score: -13578263.000000 Penalty: 5735.799805
	Iteration 13Q: 3 clusters Score -1.357826e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -13578324.000000 Penalty: 5735.799805
	Iteration 14Q: 3 clusters Score -1.357832e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -13578429.000000 Penalty: 5735.799805
	Iteration 15Q: 3 clusters Score -1.357843e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -13578425.000000 Penalty: 5735.799805
	Iteration 16Q: 3 clusters Score -1.357842e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -13578415.000000 Penalty: 5735.799805
	Iteration 17Q: 3 clusters Score -1.357842e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 53443 members 
Entering Unmasked Estep 
Score: -13578481.000000 Penalty: 5735.799805
	Iteration 18Q: 3 clusters Score -1.357848e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -13578501.000000 Penalty: 5735.799805
	Iteration 19Q: 3 clusters Score -1.35785e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50551 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -13578517.000000 Penalty: 5735.799805
	Iteration 20F: 3 clusters Score -1.357852e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -13578601.000000 Penalty: 5735.799805
	Iteration 21Q: 3 clusters Score -1.35786e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 56220 members 
Entering Unmasked Estep 
Score: -13578658.000000 Penalty: 5735.799805
	Iteration 22Q: 3 clusters Score -1.357866e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -13578714.000000 Penalty: 5735.799805
	Iteration 23Q: 3 clusters Score -1.357871e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -13578865.000000 Penalty: 5735.799805
	Iteration 24Q: 3 clusters Score -1.357886e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
Score: -13578954.000000 Penalty: 5735.799805
	Iteration 25Q: 3 clusters Score -1.357895e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 60021 members 
Entering Unmasked Estep 
Score: -13579019.000000 Penalty: 5735.799805
	Iteration 26Q: 3 clusters Score -1.357902e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -13579203.000000 Penalty: 5735.799805
	Iteration 27Q: 3 clusters Score -1.35792e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -13579300.000000 Penalty: 5735.799805
	Iteration 28Q: 3 clusters Score -1.35793e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 63902 members 
Entering Unmasked Estep 
Score: -13579500.000000 Penalty: 5735.799805
	Iteration 29Q: 3 clusters Score -1.35795e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 65383 members 
Entering Unmasked Estep 
Score: -13579748.000000 Penalty: 5735.799805
	Iteration 30Q: 3 clusters Score -1.357975e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 67001 members 
Entering Unmasked Estep 
Score: -13580041.000000 Penalty: 5735.799805
	Iteration 31Q: 3 clusters Score -1.358004e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
Score: -13580372.000000 Penalty: 5735.799805
	Iteration 32Q: 3 clusters Score -1.358037e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 70723 members 
Entering Unmasked Estep 
Score: -13580871.000000 Penalty: 5735.799805
	Iteration 33Q: 3 clusters Score -1.358087e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 72770 members 
Entering Unmasked Estep 
Score: -13581374.000000 Penalty: 5735.799805
	Iteration 34Q: 3 clusters Score -1.358137e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 74922 members 
Entering Unmasked Estep 
Score: -13581819.000000 Penalty: 5735.799805
	Iteration 35Q: 3 clusters Score -1.358182e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 77175 members 
Entering Unmasked Estep 
Score: -13582400.000000 Penalty: 5735.799805
	Iteration 36Q: 3 clusters Score -1.35824e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 79523 members 
Entering Unmasked Estep 
Score: -13582973.000000 Penalty: 5735.799805
	Iteration 37Q: 3 clusters Score -1.358297e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 81883 members 
Entering Unmasked Estep 
Score: -13583607.000000 Penalty: 5735.799805
	Iteration 38Q: 3 clusters Score -1.358361e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 84279 members 
Entering Unmasked Estep 
Score: -13584357.000000 Penalty: 5735.799805
	Iteration 39Q: 3 clusters Score -1.358436e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -13585025.000000 Penalty: 5735.799805
	Iteration 40F: 3 clusters Score -1.358502e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -13585714.000000 Penalty: 5735.799805
	Iteration 41Q: 3 clusters Score -1.358571e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 90681 members 
Entering Unmasked Estep 
Score: -13586215.000000 Penalty: 5735.799805
	Iteration 42Q: 3 clusters Score -1.358622e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 92460 members 
Entering Unmasked Estep 
Score: -13586794.000000 Penalty: 5735.799805
	Iteration 43Q: 3 clusters Score -1.358679e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 94044 members 
Entering Unmasked Estep 
Score: -13587294.000000 Penalty: 5735.799805
	Iteration 44Q: 3 clusters Score -1.358729e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 95482 members 
Entering Unmasked Estep 
Score: -13587727.000000 Penalty: 5735.799805
	Iteration 45Q: 3 clusters Score -1.358773e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 96725 members 
Entering Unmasked Estep 
Score: -13588104.000000 Penalty: 5735.799805
	Iteration 46Q: 3 clusters Score -1.35881e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 97745 members 
Entering Unmasked Estep 
Score: -13588406.000000 Penalty: 5735.799805
	Iteration 47Q: 3 clusters Score -1.358841e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 98604 members 
Entering Unmasked Estep 
Score: -13588687.000000 Penalty: 5735.799805
	Iteration 48Q: 3 clusters Score -1.358869e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 99321 members 
Entering Unmasked Estep 
Score: -13588889.000000 Penalty: 5735.799805
	Iteration 49Q: 3 clusters Score -1.358889e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 99908 members 
Entering Unmasked Estep 
Score: -13588997.000000 Penalty: 5735.799805
	Iteration 50Q: 3 clusters Score -1.3589e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 100381 members 
Entering Unmasked Estep 
Score: -13589111.000000 Penalty: 5735.799805
	Iteration 51Q: 3 clusters Score -1.358911e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 100766 members 
Entering Unmasked Estep 
Score: -13589229.000000 Penalty: 5735.799805
	Iteration 52Q: 3 clusters Score -1.358923e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 101072 members 
Entering Unmasked Estep 
Score: -13589320.000000 Penalty: 5735.799805
	Iteration 53Q: 3 clusters Score -1.358932e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 101302 members 
Entering Unmasked Estep 
Score: -13589361.000000 Penalty: 5735.799805
	Iteration 54Q: 3 clusters Score -1.358936e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 101491 members 
Entering Unmasked Estep 
Score: -13589411.000000 Penalty: 5735.799805
	Iteration 55Q: 3 clusters Score -1.358941e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 101670 members 
Entering Unmasked Estep 
Score: -13589440.000000 Penalty: 5735.799805
	Iteration 56Q: 3 clusters Score -1.358944e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 101829 members 
Entering Unmasked Estep 
Score: -13589497.000000 Penalty: 5735.799805
	Iteration 57Q: 3 clusters Score -1.35895e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 101963 members 
Entering Unmasked Estep 
Score: -13589536.000000 Penalty: 5735.799805
	Iteration 58Q: 3 clusters Score -1.358954e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 102078 members 
Entering Unmasked Estep 
Score: -13589569.000000 Penalty: 5735.799805
	Iteration 59Q: 3 clusters Score -1.358957e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 102179 members 
Entering Unmasked Estep 
Score: -13589582.000000 Penalty: 5735.799805
	Iteration 60F: 3 clusters Score -1.358958e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 102265 members 
Entering Unmasked Estep 
Score: -13589638.000000 Penalty: 5735.799805
	Iteration 61Q: 3 clusters Score -1.358964e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 102344 members 
Entering Unmasked Estep 
Score: -13589678.000000 Penalty: 5735.799805
	Iteration 62Q: 3 clusters Score -1.358968e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 102417 members 
Entering Unmasked Estep 
Score: -13589671.000000 Penalty: 5735.799805
	Iteration 63Q: 3 clusters Score -1.358967e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 102474 members 
Entering Unmasked Estep 
Score: -13589710.000000 Penalty: 5735.799805
	Iteration 64Q: 3 clusters Score -1.358971e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 102533 members 
Entering Unmasked Estep 
Score: -13589725.000000 Penalty: 5735.799805
	Iteration 65Q: 3 clusters Score -1.358972e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 102592 members 
Entering Unmasked Estep 
Score: -13589729.000000 Penalty: 5735.799805
	Iteration 66Q: 3 clusters Score -1.358973e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 102637 members 
Entering Unmasked Estep 
Score: -13589731.000000 Penalty: 5735.799805
	Iteration 67Q: 3 clusters Score -1.358973e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 102675 members 
Entering Unmasked Estep 
Score: -13589760.000000 Penalty: 5735.799805
	Iteration 68Q: 3 clusters Score -1.358976e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 102711 members 
Entering Unmasked Estep 
Score: -13589759.000000 Penalty: 5735.799805
	Iteration 69Q: 3 clusters Score -1.358976e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 102747 members 
Entering Unmasked Estep 
Score: -13589765.000000 Penalty: 5735.799805
	Iteration 70Q: 3 clusters Score -1.358976e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 102779 members 
Entering Unmasked Estep 
Score: -13589788.000000 Penalty: 5735.799805
	Iteration 71Q: 3 clusters Score -1.358979e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 102816 members 
Entering Unmasked Estep 
Score: -13589821.000000 Penalty: 5735.799805
	Iteration 72Q: 3 clusters Score -1.358982e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 102853 members 
Entering Unmasked Estep 
Score: -13589813.000000 Penalty: 5735.799805
	Iteration 73Q: 3 clusters Score -1.358981e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 102884 members 
Entering Unmasked Estep 
Score: -13589830.000000 Penalty: 5735.799805
	Iteration 74Q: 3 clusters Score -1.358983e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 102913 members 
Entering Unmasked Estep 
Score: -13589833.000000 Penalty: 5735.799805
	Iteration 75Q: 3 clusters Score -1.358983e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 102941 members 
Entering Unmasked Estep 
Score: -13589816.000000 Penalty: 5735.799805
	Iteration 76Q: 3 clusters Score -1.358982e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 102961 members 
Entering Unmasked Estep 
Score: -13589829.000000 Penalty: 5735.799805
	Iteration 77Q: 3 clusters Score -1.358983e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 102982 members 
Entering Unmasked Estep 
Score: -13589851.000000 Penalty: 5735.799805
	Iteration 78Q: 3 clusters Score -1.358985e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 102998 members 
Entering Unmasked Estep 
Score: -13589848.000000 Penalty: 5735.799805
	Iteration 79Q: 3 clusters Score -1.358985e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 103021 members 
Entering Unmasked Estep 
Score: -13589849.000000 Penalty: 5735.799805
	Iteration 80F: 3 clusters Score -1.358985e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 103041 members 
Entering Unmasked Estep 
Score: -13589864.000000 Penalty: 5735.799805
	Iteration 81Q: 3 clusters Score -1.358986e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 103060 members 
Entering Unmasked Estep 
Score: -13589869.000000 Penalty: 5735.799805
	Iteration 82Q: 3 clusters Score -1.358987e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 103088 members 
Entering Unmasked Estep 
Score: -13589868.000000 Penalty: 5735.799805
	Iteration 83Q: 3 clusters Score -1.358987e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 103117 members 
Entering Unmasked Estep 
Score: -13589886.000000 Penalty: 5735.799805
	Iteration 84Q: 3 clusters Score -1.358989e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 103139 members 
Entering Unmasked Estep 
Score: -13589890.000000 Penalty: 5735.799805
	Iteration 85Q: 3 clusters Score -1.358989e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 103152 members 
Entering Unmasked Estep 
Score: -13589890.000000 Penalty: 5735.799805
	Iteration 86Q: 3 clusters Score -1.358989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 103161 members 
Entering Unmasked Estep 
Score: -13589892.000000 Penalty: 5735.799805
	Iteration 87Q: 3 clusters Score -1.358989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 103168 members 
Entering Unmasked Estep 
Score: -13589889.000000 Penalty: 5735.799805
	Iteration 88Q: 3 clusters Score -1.358989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 103173 members 
Entering Unmasked Estep 
Score: -13589897.000000 Penalty: 5735.799805
	Iteration 89Q: 3 clusters Score -1.35899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 103177 members 
Entering Unmasked Estep 
Score: -13589903.000000 Penalty: 5735.799805
	Iteration 90Q: 3 clusters Score -1.35899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 103181 members 
Entering Unmasked Estep 
Score: -13589900.000000 Penalty: 5735.799805
	Iteration 91Q: 3 clusters Score -1.35899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 103186 members 
Entering Unmasked Estep 
Score: -13589910.000000 Penalty: 5735.799805
	Iteration 92Q: 3 clusters Score -1.358991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 103190 members 
Entering Unmasked Estep 
Score: -13589903.000000 Penalty: 5735.799805
	Iteration 93Q: 3 clusters Score -1.35899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 103188 members 
Entering Unmasked Estep 
Score: -13589903.000000 Penalty: 5735.799805
	Iteration 94Q: 3 clusters Score -1.35899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 103187 members 
Entering Unmasked Estep 
Score: -13589904.000000 Penalty: 5735.799805
	Iteration 95Q: 3 clusters Score -1.35899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 103188 members 
Entering Unmasked Estep 
Score: -13589903.000000 Penalty: 5735.799805
	Iteration 96Q: 3 clusters Score -1.35899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 103189 members 
Entering Unmasked Estep 
Score: -13589893.000000 Penalty: 5735.799805
	Iteration 97Q: 3 clusters Score -1.358989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 103188 members 
Entering Unmasked Estep 
Score: -13589900.000000 Penalty: 5735.799805
	Iteration 98Q: 3 clusters Score -1.35899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 103188 members 
Entering Unmasked Estep 
Score: -13589910.000000 Penalty: 5735.799805
	Iteration 99Q: 3 clusters Score -1.358991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 103190 members 
Entering Unmasked Estep 
Score: -13589910.000000 Penalty: 5735.799805
	Iteration 100F: 3 clusters Score -1.358991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 103190 members 
Entering Unmasked Estep 
Score: -13589906.000000 Penalty: 5735.799805
	Iteration 101Q: 3 clusters Score -1.358991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 103193 members 
Entering Unmasked Estep 
Score: -13589905.000000 Penalty: 5735.799805
	Iteration 102Q: 3 clusters Score -1.35899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 103194 members 
Entering Unmasked Estep 
Score: -13589896.000000 Penalty: 5735.799805
	Iteration 103Q: 3 clusters Score -1.35899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 103196 members 
Entering Unmasked Estep 
Score: -13589897.000000 Penalty: 5735.799805
	Iteration 104Q: 3 clusters Score -1.35899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 103199 members 
Entering Unmasked Estep 
Score: -13589914.000000 Penalty: 5735.799805
	Iteration 105Q: 3 clusters Score -1.358991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 103203 members 
Entering Unmasked Estep 
Score: -13589915.000000 Penalty: 5735.799805
	Iteration 106Q: 3 clusters Score -1.358992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 103209 members 
Entering Unmasked Estep 
Score: -13589925.000000 Penalty: 5735.799805
	Iteration 107Q: 3 clusters Score -1.358992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 103215 members 
Entering Unmasked Estep 
Score: -13589930.000000 Penalty: 5735.799805
	Iteration 108Q: 3 clusters Score -1.358993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 103219 members 
Entering Unmasked Estep 
Score: -13589931.000000 Penalty: 5735.799805
	Iteration 109Q: 3 clusters Score -1.358993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 103218 members 
Entering Unmasked Estep 
Score: -13589931.000000 Penalty: 5735.799805
	Iteration 110Q: 3 clusters Score -1.358993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 103220 members 
Entering Unmasked Estep 
Score: -13589940.000000 Penalty: 5735.799805
	Iteration 111Q: 3 clusters Score -1.358994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 103220 members 
Entering Unmasked Estep 
Score: -13589940.000000 Penalty: 5735.799805
	Iteration 112F: 3 clusters Score -1.358994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (90086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90086 members 
Entering Unmasked Estep 
Score: -11452507.000000 Penalty: 2829.312988
	Iteration 0F: 2 clusters Score -1.145251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -11392346.000000 Penalty: 5658.625977
	Iteration 0F: 3 clusters Score -1.139235e+07 nChanged 42446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -11416447.000000 Penalty: 5658.625977
	Iteration 1F: 3 clusters Score -1.141645e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -11417241.000000 Penalty: 5658.625977
	Iteration 2Q: 3 clusters Score -1.141724e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -11418292.000000 Penalty: 5658.625977
	Iteration 3Q: 3 clusters Score -1.141829e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -11420093.000000 Penalty: 5658.625977
	Iteration 4Q: 3 clusters Score -1.142009e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -11423578.000000 Penalty: 5658.625977
	Iteration 5F: 3 clusters Score -1.142358e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -11429448.000000 Penalty: 5658.625977
	Iteration 6F: 3 clusters Score -1.142945e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -11435795.000000 Penalty: 5658.625977
	Iteration 7F: 3 clusters Score -1.14358e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -11440262.000000 Penalty: 5658.625977
	Iteration 8F: 3 clusters Score -1.144026e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -11442552.000000 Penalty: 5658.625977
	Iteration 9F: 3 clusters Score -1.144255e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -11443580.000000 Penalty: 5658.625977
	Iteration 10Q: 3 clusters Score -1.144358e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -11444016.000000 Penalty: 5658.625977
	Iteration 11Q: 3 clusters Score -1.144402e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -11444216.000000 Penalty: 5658.625977
	Iteration 12Q: 3 clusters Score -1.144422e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -11444360.000000 Penalty: 5658.625977
	Iteration 13Q: 3 clusters Score -1.144436e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -11444411.000000 Penalty: 5658.625977
	Iteration 14Q: 3 clusters Score -1.144441e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 52374 members 
Entering Unmasked Estep 
Score: -11444457.000000 Penalty: 5658.625977
	Iteration 15Q: 3 clusters Score -1.144446e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
Score: -11444477.000000 Penalty: 5658.625977
	Iteration 16Q: 3 clusters Score -1.144448e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -11444498.000000 Penalty: 5658.625977
	Iteration 17Q: 3 clusters Score -1.14445e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -11444568.000000 Penalty: 5658.625977
	Iteration 18Q: 3 clusters Score -1.144457e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -11444581.000000 Penalty: 5658.625977
	Iteration 19Q: 3 clusters Score -1.144458e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -11444580.000000 Penalty: 5658.625977
	Iteration 20F: 3 clusters Score -1.144458e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -11444572.000000 Penalty: 5658.625977
	Iteration 21Q: 3 clusters Score -1.144457e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -11444590.000000 Penalty: 5658.625977
	Iteration 22Q: 3 clusters Score -1.144459e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -11444599.000000 Penalty: 5658.625977
	Iteration 23Q: 3 clusters Score -1.14446e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 54808 members 
Entering Unmasked Estep 
Score: -11444649.000000 Penalty: 5658.625977
	Iteration 24Q: 3 clusters Score -1.144465e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -11444738.000000 Penalty: 5658.625977
	Iteration 25Q: 3 clusters Score -1.144474e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -11444789.000000 Penalty: 5658.625977
	Iteration 26Q: 3 clusters Score -1.144479e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 56068 members 
Entering Unmasked Estep 
Score: -11444832.000000 Penalty: 5658.625977
	Iteration 27Q: 3 clusters Score -1.144483e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -11444879.000000 Penalty: 5658.625977
	Iteration 28Q: 3 clusters Score -1.144488e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -11444937.000000 Penalty: 5658.625977
	Iteration 29Q: 3 clusters Score -1.144494e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -11445048.000000 Penalty: 5658.625977
	Iteration 30Q: 3 clusters Score -1.144505e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 58376 members 
Entering Unmasked Estep 
Score: -11445068.000000 Penalty: 5658.625977
	Iteration 31Q: 3 clusters Score -1.144507e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
Score: -11445142.000000 Penalty: 5658.625977
	Iteration 32Q: 3 clusters Score -1.144514e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -11445203.000000 Penalty: 5658.625977
	Iteration 33Q: 3 clusters Score -1.14452e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -11445259.000000 Penalty: 5658.625977
	Iteration 34Q: 3 clusters Score -1.144526e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 60988 members 
Entering Unmasked Estep 
Score: -11445316.000000 Penalty: 5658.625977
	Iteration 35Q: 3 clusters Score -1.144532e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -11445388.000000 Penalty: 5658.625977
	Iteration 36Q: 3 clusters Score -1.144539e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -11445511.000000 Penalty: 5658.625977
	Iteration 37Q: 3 clusters Score -1.144551e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 63551 members 
Entering Unmasked Estep 
Score: -11445619.000000 Penalty: 5658.625977
	Iteration 38Q: 3 clusters Score -1.144562e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -11445816.000000 Penalty: 5658.625977
	Iteration 39Q: 3 clusters Score -1.144582e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -11445982.000000 Penalty: 5658.625977
	Iteration 40F: 3 clusters Score -1.144598e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -11446229.000000 Penalty: 5658.625977
	Iteration 41Q: 3 clusters Score -1.144623e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -11446494.000000 Penalty: 5658.625977
	Iteration 42Q: 3 clusters Score -1.144649e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
Score: -11446756.000000 Penalty: 5658.625977
	Iteration 43Q: 3 clusters Score -1.144676e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 70722 members 
Entering Unmasked Estep 
Score: -11447102.000000 Penalty: 5658.625977
	Iteration 44Q: 3 clusters Score -1.14471e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 71976 members 
Entering Unmasked Estep 
Score: -11447464.000000 Penalty: 5658.625977
	Iteration 45Q: 3 clusters Score -1.144746e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
Score: -11447821.000000 Penalty: 5658.625977
	Iteration 46Q: 3 clusters Score -1.144782e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 74468 members 
Entering Unmasked Estep 
Score: -11448172.000000 Penalty: 5658.625977
	Iteration 47Q: 3 clusters Score -1.144817e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 75740 members 
Entering Unmasked Estep 
Score: -11448485.000000 Penalty: 5658.625977
	Iteration 48Q: 3 clusters Score -1.144848e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -11448920.000000 Penalty: 5658.625977
	Iteration 49Q: 3 clusters Score -1.144892e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -11449264.000000 Penalty: 5658.625977
	Iteration 50Q: 3 clusters Score -1.144926e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -11449590.000000 Penalty: 5658.625977
	Iteration 51Q: 3 clusters Score -1.144959e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 80201 members 
Entering Unmasked Estep 
Score: -11449849.000000 Penalty: 5658.625977
	Iteration 52Q: 3 clusters Score -1.144985e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 81125 members 
Entering Unmasked Estep 
Score: -11450141.000000 Penalty: 5658.625977
	Iteration 53Q: 3 clusters Score -1.145014e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 81948 members 
Entering Unmasked Estep 
Score: -11450377.000000 Penalty: 5658.625977
	Iteration 54Q: 3 clusters Score -1.145038e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -11450633.000000 Penalty: 5658.625977
	Iteration 55Q: 3 clusters Score -1.145063e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 83326 members 
Entering Unmasked Estep 
Score: -11450856.000000 Penalty: 5658.625977
	Iteration 56Q: 3 clusters Score -1.145086e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 83847 members 
Entering Unmasked Estep 
Score: -11451016.000000 Penalty: 5658.625977
	Iteration 57Q: 3 clusters Score -1.145102e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -11451158.000000 Penalty: 5658.625977
	Iteration 58Q: 3 clusters Score -1.145116e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 84726 members 
Entering Unmasked Estep 
Score: -11451333.000000 Penalty: 5658.625977
	Iteration 59Q: 3 clusters Score -1.145133e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
Score: -11451439.000000 Penalty: 5658.625977
	Iteration 60F: 3 clusters Score -1.145144e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 85354 members 
Entering Unmasked Estep 
Score: -11451519.000000 Penalty: 5658.625977
	Iteration 61Q: 3 clusters Score -1.145152e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 85601 members 
Entering Unmasked Estep 
Score: -11451570.000000 Penalty: 5658.625977
	Iteration 62Q: 3 clusters Score -1.145157e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 85822 members 
Entering Unmasked Estep 
Score: -11451642.000000 Penalty: 5658.625977
	Iteration 63Q: 3 clusters Score -1.145164e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 85986 members 
Entering Unmasked Estep 
Score: -11451690.000000 Penalty: 5658.625977
	Iteration 64Q: 3 clusters Score -1.145169e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 86109 members 
Entering Unmasked Estep 
Score: -11451718.000000 Penalty: 5658.625977
	Iteration 65Q: 3 clusters Score -1.145172e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 86201 members 
Entering Unmasked Estep 
Score: -11451750.000000 Penalty: 5658.625977
	Iteration 66Q: 3 clusters Score -1.145175e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 86282 members 
Entering Unmasked Estep 
Score: -11451758.000000 Penalty: 5658.625977
	Iteration 67Q: 3 clusters Score -1.145176e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 86369 members 
Entering Unmasked Estep 
Score: -11451772.000000 Penalty: 5658.625977
	Iteration 68Q: 3 clusters Score -1.145177e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 86454 members 
Entering Unmasked Estep 
Score: -11451787.000000 Penalty: 5658.625977
	Iteration 69Q: 3 clusters Score -1.145179e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 86522 members 
Entering Unmasked Estep 
Score: -11451813.000000 Penalty: 5658.625977
	Iteration 70Q: 3 clusters Score -1.145181e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 86567 members 
Entering Unmasked Estep 
Score: -11451852.000000 Penalty: 5658.625977
	Iteration 71Q: 3 clusters Score -1.145185e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 86633 members 
Entering Unmasked Estep 
Score: -11451867.000000 Penalty: 5658.625977
	Iteration 72Q: 3 clusters Score -1.145187e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 86688 members 
Entering Unmasked Estep 
Score: -11451855.000000 Penalty: 5658.625977
	Iteration 73Q: 3 clusters Score -1.145186e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 86741 members 
Entering Unmasked Estep 
Score: -11451881.000000 Penalty: 5658.625977
	Iteration 74Q: 3 clusters Score -1.145188e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 86780 members 
Entering Unmasked Estep 
Score: -11451898.000000 Penalty: 5658.625977
	Iteration 75Q: 3 clusters Score -1.14519e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 86824 members 
Entering Unmasked Estep 
Score: -11451909.000000 Penalty: 5658.625977
	Iteration 76Q: 3 clusters Score -1.145191e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 86861 members 
Entering Unmasked Estep 
Score: -11451934.000000 Penalty: 5658.625977
	Iteration 77Q: 3 clusters Score -1.145193e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 86889 members 
Entering Unmasked Estep 
Score: -11451933.000000 Penalty: 5658.625977
	Iteration 78Q: 3 clusters Score -1.145193e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 86915 members 
Entering Unmasked Estep 
Score: -11451949.000000 Penalty: 5658.625977
	Iteration 79Q: 3 clusters Score -1.145195e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 86938 members 
Entering Unmasked Estep 
Score: -11451942.000000 Penalty: 5658.625977
	Iteration 80F: 3 clusters Score -1.145194e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 86956 members 
Entering Unmasked Estep 
Score: -11451968.000000 Penalty: 5658.625977
	Iteration 81Q: 3 clusters Score -1.145197e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 86980 members 
Entering Unmasked Estep 
Score: -11451957.000000 Penalty: 5658.625977
	Iteration 82Q: 3 clusters Score -1.145196e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 87005 members 
Entering Unmasked Estep 
Score: -11451950.000000 Penalty: 5658.625977
	Iteration 83Q: 3 clusters Score -1.145195e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 87019 members 
Entering Unmasked Estep 
Score: -11451936.000000 Penalty: 5658.625977
	Iteration 84Q: 3 clusters Score -1.145194e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 87025 members 
Entering Unmasked Estep 
Score: -11451944.000000 Penalty: 5658.625977
	Iteration 85Q: 3 clusters Score -1.145194e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 87040 members 
Entering Unmasked Estep 
Score: -11451969.000000 Penalty: 5658.625977
	Iteration 86Q: 3 clusters Score -1.145197e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 87064 members 
Entering Unmasked Estep 
Score: -11451982.000000 Penalty: 5658.625977
	Iteration 87Q: 3 clusters Score -1.145198e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 87095 members 
Entering Unmasked Estep 
Score: -11452013.000000 Penalty: 5658.625977
	Iteration 88Q: 3 clusters Score -1.145201e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 87121 members 
Entering Unmasked Estep 
Score: -11452022.000000 Penalty: 5658.625977
	Iteration 89Q: 3 clusters Score -1.145202e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 87151 members 
Entering Unmasked Estep 
Score: -11451997.000000 Penalty: 5658.625977
	Iteration 90Q: 3 clusters Score -1.1452e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 87168 members 
Entering Unmasked Estep 
Score: -11452017.000000 Penalty: 5658.625977
	Iteration 91Q: 3 clusters Score -1.145202e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 87201 members 
Entering Unmasked Estep 
Score: -11452043.000000 Penalty: 5658.625977
	Iteration 92Q: 3 clusters Score -1.145204e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -11452046.000000 Penalty: 5658.625977
	Iteration 93Q: 3 clusters Score -1.145205e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 87250 members 
Entering Unmasked Estep 
Score: -11452046.000000 Penalty: 5658.625977
	Iteration 94Q: 3 clusters Score -1.145205e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 87264 members 
Entering Unmasked Estep 
Score: -11452084.000000 Penalty: 5658.625977
	Iteration 95Q: 3 clusters Score -1.145208e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 87268 members 
Entering Unmasked Estep 
Score: -11452118.000000 Penalty: 5658.625977
	Iteration 96Q: 3 clusters Score -1.145212e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -11452138.000000 Penalty: 5658.625977
	Iteration 97Q: 3 clusters Score -1.145214e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 87300 members 
Entering Unmasked Estep 
Score: -11452152.000000 Penalty: 5658.625977
	Iteration 98Q: 3 clusters Score -1.145215e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 87321 members 
Entering Unmasked Estep 
Score: -11452182.000000 Penalty: 5658.625977
	Iteration 99Q: 3 clusters Score -1.145218e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 87341 members 
Entering Unmasked Estep 
Score: -11452192.000000 Penalty: 5658.625977
	Iteration 100F: 3 clusters Score -1.145219e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 87361 members 
Entering Unmasked Estep 
Score: -11452202.000000 Penalty: 5658.625977
	Iteration 101Q: 3 clusters Score -1.14522e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 87375 members 
Entering Unmasked Estep 
Score: -11452205.000000 Penalty: 5658.625977
	Iteration 102Q: 3 clusters Score -1.14522e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 87389 members 
Entering Unmasked Estep 
Score: -11452212.000000 Penalty: 5658.625977
	Iteration 103Q: 3 clusters Score -1.145221e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 87395 members 
Entering Unmasked Estep 
Score: -11452227.000000 Penalty: 5658.625977
	Iteration 104Q: 3 clusters Score -1.145223e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 87389 members 
Entering Unmasked Estep 
Score: -11452236.000000 Penalty: 5658.625977
	Iteration 105Q: 3 clusters Score -1.145224e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 87391 members 
Entering Unmasked Estep 
Score: -11452231.000000 Penalty: 5658.625977
	Iteration 106Q: 3 clusters Score -1.145223e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 87393 members 
Entering Unmasked Estep 
Score: -11452249.000000 Penalty: 5658.625977
	Iteration 107Q: 3 clusters Score -1.145225e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 87403 members 
Entering Unmasked Estep 
Score: -11452256.000000 Penalty: 5658.625977
	Iteration 108Q: 3 clusters Score -1.145226e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -11452255.000000 Penalty: 5658.625977
	Iteration 109Q: 3 clusters Score -1.145226e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 87398 members 
Entering Unmasked Estep 
Score: -11452269.000000 Penalty: 5658.625977
	Iteration 110Q: 3 clusters Score -1.145227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 87393 members 
Entering Unmasked Estep 
Score: -11452265.000000 Penalty: 5658.625977
	Iteration 111Q: 3 clusters Score -1.145226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 87391 members 
Entering Unmasked Estep 
Score: -11452269.000000 Penalty: 5658.625977
	Iteration 112Q: 3 clusters Score -1.145227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 87391 members 
Entering Unmasked Estep 
Score: -11452267.000000 Penalty: 5658.625977
	Iteration 113Q: 3 clusters Score -1.145227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 87394 members 
Entering Unmasked Estep 
Score: -11452267.000000 Penalty: 5658.625977
	Iteration 114Q: 3 clusters Score -1.145227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 87397 members 
Entering Unmasked Estep 
Score: -11452264.000000 Penalty: 5658.625977
	Iteration 115Q: 3 clusters Score -1.145226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 87397 members 
Entering Unmasked Estep 
Score: -11452262.000000 Penalty: 5658.625977
	Iteration 116Q: 3 clusters Score -1.145226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -11452265.000000 Penalty: 5658.625977
	Iteration 117Q: 3 clusters Score -1.145226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 87400 members 
Entering Unmasked Estep 
Score: -11452270.000000 Penalty: 5658.625977
	Iteration 118Q: 3 clusters Score -1.145227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 87400 members 
Entering Unmasked Estep 
Score: -11452275.000000 Penalty: 5658.625977
	Iteration 119Q: 3 clusters Score -1.145228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 87401 members 
Entering Unmasked Estep 
Score: -11452268.000000 Penalty: 5658.625977
	Iteration 120F: 3 clusters Score -1.145227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (172964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172964 members 
Entering Unmasked Estep 
Score: -22198292.000000 Penalty: 2991.087891
	Iteration 0F: 2 clusters Score -2.219829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 86365 members 
Entering Unmasked Estep 
Score: -22082752.000000 Penalty: 5982.175781
	Iteration 0F: 3 clusters Score -2.208275e+07 nChanged 82778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87791 members 
Mstep: Class 2 contains 85173 members 
Entering Unmasked Estep 
Score: -22130384.000000 Penalty: 5982.175781
	Iteration 1F: 3 clusters Score -2.213038e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88664 members 
Mstep: Class 2 contains 84300 members 
Entering Unmasked Estep 
Score: -22131406.000000 Penalty: 5982.175781
	Iteration 2Q: 3 clusters Score -2.213141e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90059 members 
Mstep: Class 2 contains 82905 members 
Entering Unmasked Estep 
Score: -22132620.000000 Penalty: 5982.175781
	Iteration 3Q: 3 clusters Score -2.213262e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92233 members 
Mstep: Class 2 contains 80731 members 
Entering Unmasked Estep 
Score: -22134504.000000 Penalty: 5982.175781
	Iteration 4Q: 3 clusters Score -2.21345e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95640 members 
Mstep: Class 2 contains 77324 members 
Entering Unmasked Estep 
Score: -22137662.000000 Penalty: 5982.175781
	Iteration 5Q: 3 clusters Score -2.213766e+07 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100768 members 
Mstep: Class 2 contains 72196 members 
Entering Unmasked Estep 
Score: -22143004.000000 Penalty: 5982.175781
	Iteration 6F: 3 clusters Score -2.2143e+07 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108197 members 
Mstep: Class 2 contains 64767 members 
Entering Unmasked Estep 
Score: -22150762.000000 Penalty: 5982.175781
	Iteration 7F: 3 clusters Score -2.215076e+07 nChanged 12867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117526 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -22160382.000000 Penalty: 5982.175781
	Iteration 8F: 3 clusters Score -2.216038e+07 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127156 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -22170194.000000 Penalty: 5982.175781
	Iteration 9F: 3 clusters Score -2.217019e+07 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135344 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -22177960.000000 Penalty: 5982.175781
	Iteration 10F: 3 clusters Score -2.217796e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141306 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -22183396.000000 Penalty: 5982.175781
	Iteration 11Q: 3 clusters Score -2.21834e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145479 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -22186498.000000 Penalty: 5982.175781
	Iteration 12Q: 3 clusters Score -2.21865e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148710 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -22188856.000000 Penalty: 5982.175781
	Iteration 13Q: 3 clusters Score -2.218886e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151257 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -22190344.000000 Penalty: 5982.175781
	Iteration 14Q: 3 clusters Score -2.219034e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153340 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -22191312.000000 Penalty: 5982.175781
	Iteration 15Q: 3 clusters Score -2.219131e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155089 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -22191980.000000 Penalty: 5982.175781
	Iteration 16Q: 3 clusters Score -2.219198e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156676 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -22192674.000000 Penalty: 5982.175781
	Iteration 17Q: 3 clusters Score -2.219267e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158065 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -22193034.000000 Penalty: 5982.175781
	Iteration 18Q: 3 clusters Score -2.219303e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159226 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -22193318.000000 Penalty: 5982.175781
	Iteration 19Q: 3 clusters Score -2.219332e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160237 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -22193690.000000 Penalty: 5982.175781
	Iteration 20F: 3 clusters Score -2.219369e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161157 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -22194044.000000 Penalty: 5982.175781
	Iteration 21Q: 3 clusters Score -2.219404e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161983 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -22194358.000000 Penalty: 5982.175781
	Iteration 22Q: 3 clusters Score -2.219436e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162704 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -22194606.000000 Penalty: 5982.175781
	Iteration 23Q: 3 clusters Score -2.219461e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163390 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -22194854.000000 Penalty: 5982.175781
	Iteration 24Q: 3 clusters Score -2.219485e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163987 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -22194940.000000 Penalty: 5982.175781
	Iteration 25Q: 3 clusters Score -2.219494e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164520 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -22195026.000000 Penalty: 5982.175781
	Iteration 26Q: 3 clusters Score -2.219503e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165006 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -22195142.000000 Penalty: 5982.175781
	Iteration 27Q: 3 clusters Score -2.219514e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165438 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -22195308.000000 Penalty: 5982.175781
	Iteration 28Q: 3 clusters Score -2.219531e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165839 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -22195406.000000 Penalty: 5982.175781
	Iteration 29Q: 3 clusters Score -2.219541e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166183 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -22195508.000000 Penalty: 5982.175781
	Iteration 30Q: 3 clusters Score -2.219551e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166453 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -22195608.000000 Penalty: 5982.175781
	Iteration 31Q: 3 clusters Score -2.219561e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166689 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -22195664.000000 Penalty: 5982.175781
	Iteration 32Q: 3 clusters Score -2.219566e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166895 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -22195706.000000 Penalty: 5982.175781
	Iteration 33Q: 3 clusters Score -2.219571e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167091 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -22195744.000000 Penalty: 5982.175781
	Iteration 34Q: 3 clusters Score -2.219574e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167274 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -22195800.000000 Penalty: 5982.175781
	Iteration 35Q: 3 clusters Score -2.21958e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167444 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -22195836.000000 Penalty: 5982.175781
	Iteration 36Q: 3 clusters Score -2.219584e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167614 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -22195944.000000 Penalty: 5982.175781
	Iteration 37Q: 3 clusters Score -2.219594e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167773 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -22196002.000000 Penalty: 5982.175781
	Iteration 38Q: 3 clusters Score -2.2196e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167940 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -22195998.000000 Penalty: 5982.175781
	Iteration 39Q: 3 clusters Score -2.2196e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168089 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -22196030.000000 Penalty: 5982.175781
	Iteration 40F: 3 clusters Score -2.219603e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168239 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -22196046.000000 Penalty: 5982.175781
	Iteration 41Q: 3 clusters Score -2.219605e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168367 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -22196098.000000 Penalty: 5982.175781
	Iteration 42Q: 3 clusters Score -2.21961e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168490 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -22196140.000000 Penalty: 5982.175781
	Iteration 43Q: 3 clusters Score -2.219614e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168597 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -22196178.000000 Penalty: 5982.175781
	Iteration 44Q: 3 clusters Score -2.219618e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168684 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -22196256.000000 Penalty: 5982.175781
	Iteration 45Q: 3 clusters Score -2.219626e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168761 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -22196228.000000 Penalty: 5982.175781
	Iteration 46Q: 3 clusters Score -2.219623e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168840 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -22196236.000000 Penalty: 5982.175781
	Iteration 47Q: 3 clusters Score -2.219624e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168930 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -22196278.000000 Penalty: 5982.175781
	Iteration 48Q: 3 clusters Score -2.219628e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169020 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -22196346.000000 Penalty: 5982.175781
	Iteration 49Q: 3 clusters Score -2.219635e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169092 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -22196346.000000 Penalty: 5982.175781
	Iteration 50Q: 3 clusters Score -2.219635e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169146 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -22196366.000000 Penalty: 5982.175781
	Iteration 51Q: 3 clusters Score -2.219637e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169196 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -22196320.000000 Penalty: 5982.175781
	Iteration 52Q: 3 clusters Score -2.219632e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169246 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -22196344.000000 Penalty: 5982.175781
	Iteration 53Q: 3 clusters Score -2.219634e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169288 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -22196306.000000 Penalty: 5982.175781
	Iteration 54Q: 3 clusters Score -2.219631e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169320 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -22196290.000000 Penalty: 5982.175781
	Iteration 55Q: 3 clusters Score -2.219629e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169354 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -22196316.000000 Penalty: 5982.175781
	Iteration 56Q: 3 clusters Score -2.219632e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169385 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -22196354.000000 Penalty: 5982.175781
	Iteration 57Q: 3 clusters Score -2.219635e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169412 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -22196390.000000 Penalty: 5982.175781
	Iteration 58Q: 3 clusters Score -2.219639e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169442 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -22196372.000000 Penalty: 5982.175781
	Iteration 59Q: 3 clusters Score -2.219637e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169462 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -22196392.000000 Penalty: 5982.175781
	Iteration 60F: 3 clusters Score -2.219639e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169490 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -22196378.000000 Penalty: 5982.175781
	Iteration 61Q: 3 clusters Score -2.219638e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169524 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -22196418.000000 Penalty: 5982.175781
	Iteration 62Q: 3 clusters Score -2.219642e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169551 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -22196412.000000 Penalty: 5982.175781
	Iteration 63Q: 3 clusters Score -2.219641e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169573 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -22196418.000000 Penalty: 5982.175781
	Iteration 64Q: 3 clusters Score -2.219642e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169580 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -22196414.000000 Penalty: 5982.175781
	Iteration 65Q: 3 clusters Score -2.219641e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169598 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -22196418.000000 Penalty: 5982.175781
	Iteration 66Q: 3 clusters Score -2.219642e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169618 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -22196434.000000 Penalty: 5982.175781
	Iteration 67Q: 3 clusters Score -2.219643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169634 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -22196430.000000 Penalty: 5982.175781
	Iteration 68Q: 3 clusters Score -2.219643e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169646 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -22196432.000000 Penalty: 5982.175781
	Iteration 69Q: 3 clusters Score -2.219643e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169655 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -22196434.000000 Penalty: 5982.175781
	Iteration 70Q: 3 clusters Score -2.219643e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169665 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -22196430.000000 Penalty: 5982.175781
	Iteration 71Q: 3 clusters Score -2.219643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169676 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -22196456.000000 Penalty: 5982.175781
	Iteration 72Q: 3 clusters Score -2.219646e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169687 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -22196474.000000 Penalty: 5982.175781
	Iteration 73Q: 3 clusters Score -2.219647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169694 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -22196484.000000 Penalty: 5982.175781
	Iteration 74Q: 3 clusters Score -2.219648e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169696 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -22196474.000000 Penalty: 5982.175781
	Iteration 75Q: 3 clusters Score -2.219647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169696 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -22196488.000000 Penalty: 5982.175781
	Iteration 76Q: 3 clusters Score -2.219649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169703 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -22196486.000000 Penalty: 5982.175781
	Iteration 77Q: 3 clusters Score -2.219649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169706 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -22196488.000000 Penalty: 5982.175781
	Iteration 78Q: 3 clusters Score -2.219649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169713 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -22196472.000000 Penalty: 5982.175781
	Iteration 79Q: 3 clusters Score -2.219647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169720 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -22196490.000000 Penalty: 5982.175781
	Iteration 80F: 3 clusters Score -2.219649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169724 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -22196476.000000 Penalty: 5982.175781
	Iteration 81Q: 3 clusters Score -2.219648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169731 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -22196484.000000 Penalty: 5982.175781
	Iteration 82Q: 3 clusters Score -2.219648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169740 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -22196494.000000 Penalty: 5982.175781
	Iteration 83Q: 3 clusters Score -2.219649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169746 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -22196472.000000 Penalty: 5982.175781
	Iteration 84Q: 3 clusters Score -2.219647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169749 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -22196482.000000 Penalty: 5982.175781
	Iteration 85Q: 3 clusters Score -2.219648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169756 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -22196486.000000 Penalty: 5982.175781
	Iteration 86Q: 3 clusters Score -2.219649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169761 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -22196498.000000 Penalty: 5982.175781
	Iteration 87Q: 3 clusters Score -2.21965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169766 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -22196492.000000 Penalty: 5982.175781
	Iteration 88Q: 3 clusters Score -2.219649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169770 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -22196518.000000 Penalty: 5982.175781
	Iteration 89Q: 3 clusters Score -2.219652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169773 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -22196510.000000 Penalty: 5982.175781
	Iteration 90Q: 3 clusters Score -2.219651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169778 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -22196526.000000 Penalty: 5982.175781
	Iteration 91Q: 3 clusters Score -2.219653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169781 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -22196526.000000 Penalty: 5982.175781
	Iteration 92Q: 3 clusters Score -2.219653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169783 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -22196518.000000 Penalty: 5982.175781
	Iteration 93Q: 3 clusters Score -2.219652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169786 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -22196506.000000 Penalty: 5982.175781
	Iteration 94Q: 3 clusters Score -2.219651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169792 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -22196516.000000 Penalty: 5982.175781
	Iteration 95Q: 3 clusters Score -2.219652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169797 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -22196528.000000 Penalty: 5982.175781
	Iteration 96Q: 3 clusters Score -2.219653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169805 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -22196540.000000 Penalty: 5982.175781
	Iteration 97Q: 3 clusters Score -2.219654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169809 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -22196530.000000 Penalty: 5982.175781
	Iteration 98Q: 3 clusters Score -2.219653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169813 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -22196532.000000 Penalty: 5982.175781
	Iteration 99Q: 3 clusters Score -2.219653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169819 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -22196524.000000 Penalty: 5982.175781
	Iteration 100F: 3 clusters Score -2.219652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169829 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -22196524.000000 Penalty: 5982.175781
	Iteration 101Q: 3 clusters Score -2.219652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169835 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -22196546.000000 Penalty: 5982.175781
	Iteration 102Q: 3 clusters Score -2.219655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169846 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -22196524.000000 Penalty: 5982.175781
	Iteration 103Q: 3 clusters Score -2.219652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169859 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -22196530.000000 Penalty: 5982.175781
	Iteration 104Q: 3 clusters Score -2.219653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169869 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -22196528.000000 Penalty: 5982.175781
	Iteration 105Q: 3 clusters Score -2.219653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169875 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -22196540.000000 Penalty: 5982.175781
	Iteration 106Q: 3 clusters Score -2.219654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169887 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -22196534.000000 Penalty: 5982.175781
	Iteration 107Q: 3 clusters Score -2.219653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169898 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -22196536.000000 Penalty: 5982.175781
	Iteration 108Q: 3 clusters Score -2.219654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169907 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -22196556.000000 Penalty: 5982.175781
	Iteration 109Q: 3 clusters Score -2.219656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169912 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -22196562.000000 Penalty: 5982.175781
	Iteration 110Q: 3 clusters Score -2.219656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169925 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -22196564.000000 Penalty: 5982.175781
	Iteration 111Q: 3 clusters Score -2.219656e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169938 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -22196546.000000 Penalty: 5982.175781
	Iteration 112Q: 3 clusters Score -2.219655e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169951 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -22196546.000000 Penalty: 5982.175781
	Iteration 113Q: 3 clusters Score -2.219655e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169954 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -22196552.000000 Penalty: 5982.175781
	Iteration 114Q: 3 clusters Score -2.219655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169961 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -22196554.000000 Penalty: 5982.175781
	Iteration 115Q: 3 clusters Score -2.219655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169966 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -22196560.000000 Penalty: 5982.175781
	Iteration 116Q: 3 clusters Score -2.219656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169973 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -22196552.000000 Penalty: 5982.175781
	Iteration 117Q: 3 clusters Score -2.219655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169977 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -22196558.000000 Penalty: 5982.175781
	Iteration 118Q: 3 clusters Score -2.219656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169980 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -22196566.000000 Penalty: 5982.175781
	Iteration 119Q: 3 clusters Score -2.219657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169993 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -22196558.000000 Penalty: 5982.175781
	Iteration 120F: 3 clusters Score -2.219656e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170006 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -22196554.000000 Penalty: 5982.175781
	Iteration 121Q: 3 clusters Score -2.219655e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170023 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -22196550.000000 Penalty: 5982.175781
	Iteration 122Q: 3 clusters Score -2.219655e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170041 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -22196554.000000 Penalty: 5982.175781
	Iteration 123Q: 3 clusters Score -2.219655e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170051 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -22196548.000000 Penalty: 5982.175781
	Iteration 124Q: 3 clusters Score -2.219655e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170065 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -22196538.000000 Penalty: 5982.175781
	Iteration 125Q: 3 clusters Score -2.219654e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170074 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -22196544.000000 Penalty: 5982.175781
	Iteration 126Q: 3 clusters Score -2.219654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170087 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -22196548.000000 Penalty: 5982.175781
	Iteration 127Q: 3 clusters Score -2.219655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170093 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -22196550.000000 Penalty: 5982.175781
	Iteration 128Q: 3 clusters Score -2.219655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170101 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -22196576.000000 Penalty: 5982.175781
	Iteration 129Q: 3 clusters Score -2.219658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170114 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -22196558.000000 Penalty: 5982.175781
	Iteration 130Q: 3 clusters Score -2.219656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170124 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -22196560.000000 Penalty: 5982.175781
	Iteration 131Q: 3 clusters Score -2.219656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170133 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -22196556.000000 Penalty: 5982.175781
	Iteration 132Q: 3 clusters Score -2.219656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170138 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -22196548.000000 Penalty: 5982.175781
	Iteration 133Q: 3 clusters Score -2.219655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170141 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -22196562.000000 Penalty: 5982.175781
	Iteration 134Q: 3 clusters Score -2.219656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170148 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -22196572.000000 Penalty: 5982.175781
	Iteration 135Q: 3 clusters Score -2.219657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170155 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -22196574.000000 Penalty: 5982.175781
	Iteration 136Q: 3 clusters Score -2.219657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170157 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -22196586.000000 Penalty: 5982.175781
	Iteration 137Q: 3 clusters Score -2.219659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170162 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -22196586.000000 Penalty: 5982.175781
	Iteration 138Q: 3 clusters Score -2.219659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170167 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -22196578.000000 Penalty: 5982.175781
	Iteration 139Q: 3 clusters Score -2.219658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170179 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -22196578.000000 Penalty: 5982.175781
	Iteration 140F: 3 clusters Score -2.219658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170184 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -22196572.000000 Penalty: 5982.175781
	Iteration 141Q: 3 clusters Score -2.219657e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170194 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -22196584.000000 Penalty: 5982.175781
	Iteration 142Q: 3 clusters Score -2.219658e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170208 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -22196568.000000 Penalty: 5982.175781
	Iteration 143Q: 3 clusters Score -2.219657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170213 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -22196572.000000 Penalty: 5982.175781
	Iteration 144Q: 3 clusters Score -2.219657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170218 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -22196580.000000 Penalty: 5982.175781
	Iteration 145Q: 3 clusters Score -2.219658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170220 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -22196562.000000 Penalty: 5982.175781
	Iteration 146Q: 3 clusters Score -2.219656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170220 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -22196588.000000 Penalty: 5982.175781
	Iteration 147Q: 3 clusters Score -2.219659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170224 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -22196566.000000 Penalty: 5982.175781
	Iteration 148Q: 3 clusters Score -2.219657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170227 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -22196570.000000 Penalty: 5982.175781
	Iteration 149Q: 3 clusters Score -2.219657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170234 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -22196596.000000 Penalty: 5982.175781
	Iteration 150Q: 3 clusters Score -2.21966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170235 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -22196602.000000 Penalty: 5982.175781
	Iteration 151Q: 3 clusters Score -2.21966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170236 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -22196606.000000 Penalty: 5982.175781
	Iteration 152Q: 3 clusters Score -2.219661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170234 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -22196598.000000 Penalty: 5982.175781
	Iteration 153Q: 3 clusters Score -2.21966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170235 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -22196596.000000 Penalty: 5982.175781
	Iteration 154Q: 3 clusters Score -2.21966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170236 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -22196596.000000 Penalty: 5982.175781
	Iteration 155Q: 3 clusters Score -2.21966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170237 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -22196596.000000 Penalty: 5982.175781
	Iteration 156Q: 3 clusters Score -2.21966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170238 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -22196592.000000 Penalty: 5982.175781
	Iteration 157Q: 3 clusters Score -2.219659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170239 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -22196600.000000 Penalty: 5982.175781
	Iteration 158Q: 3 clusters Score -2.21966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170241 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -22196600.000000 Penalty: 5982.175781
	Iteration 159Q: 3 clusters Score -2.21966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170242 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -22196602.000000 Penalty: 5982.175781
	Iteration 160F: 3 clusters Score -2.21966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170243 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -22196600.000000 Penalty: 5982.175781
	Iteration 161Q: 3 clusters Score -2.21966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170245 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -22196614.000000 Penalty: 5982.175781
	Iteration 162Q: 3 clusters Score -2.219661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170247 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -22196614.000000 Penalty: 5982.175781
	Iteration 163Q: 3 clusters Score -2.219661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170248 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -22196600.000000 Penalty: 5982.175781
	Iteration 164Q: 3 clusters Score -2.21966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170248 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -22196588.000000 Penalty: 5982.175781
	Iteration 165Q: 3 clusters Score -2.219659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170251 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -22196594.000000 Penalty: 5982.175781
	Iteration 166Q: 3 clusters Score -2.219659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170251 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -22196594.000000 Penalty: 5982.175781
	Iteration 167Q: 3 clusters Score -2.219659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170250 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -22196600.000000 Penalty: 5982.175781
	Iteration 168Q: 3 clusters Score -2.21966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170247 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -22196594.000000 Penalty: 5982.175781
	Iteration 169Q: 3 clusters Score -2.219659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170247 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -22196588.000000 Penalty: 5982.175781
	Iteration 170Q: 3 clusters Score -2.219659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170245 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -22196590.000000 Penalty: 5982.175781
	Iteration 171Q: 3 clusters Score -2.219659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170244 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -22196596.000000 Penalty: 5982.175781
	Iteration 172Q: 3 clusters Score -2.21966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170244 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -22196602.000000 Penalty: 5982.175781
	Iteration 173Q: 3 clusters Score -2.21966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170244 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -22196602.000000 Penalty: 5982.175781
	Iteration 174F: 3 clusters Score -2.21966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Entering Unmasked Estep 
Score: -1778307.250000 Penalty: 2374.699219
	Iteration 0F: 2 clusters Score -1778307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1767946.250000 Penalty: 4749.398438
	Iteration 0F: 3 clusters Score -1767946 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1772234.875000 Penalty: 4749.398438
	Iteration 1F: 3 clusters Score -1772235 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1773728.875000 Penalty: 4749.398438
	Iteration 2F: 3 clusters Score -1773729 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1775259.375000 Penalty: 4749.398438
	Iteration 3F: 3 clusters Score -1775259 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1776516.750000 Penalty: 4749.398438
	Iteration 4F: 3 clusters Score -1776517 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1777539.500000 Penalty: 4749.398438
	Iteration 5F: 3 clusters Score -1777540 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1778307.000000 Penalty: 4749.398438
	Iteration 6F: 3 clusters Score -1778307 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1778748.750000 Penalty: 4749.398438
	Iteration 7Q: 3 clusters Score -1778749 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1778988.750000 Penalty: 4749.398438
	Iteration 8Q: 3 clusters Score -1778989 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1779110.375000 Penalty: 4749.398438
	Iteration 9Q: 3 clusters Score -1779110 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1779155.625000 Penalty: 4749.398438
	Iteration 10Q: 3 clusters Score -1779156 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1779189.625000 Penalty: 4749.398438
	Iteration 11Q: 3 clusters Score -1779190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1779202.125000 Penalty: 4749.398438
	Iteration 12Q: 3 clusters Score -1779202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1779215.750000 Penalty: 4749.398438
	Iteration 13Q: 3 clusters Score -1779216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1779216.375000 Penalty: 4749.398438
	Iteration 14Q: 3 clusters Score -1779216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1779222.875000 Penalty: 4749.398438
	Iteration 15Q: 3 clusters Score -1779223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1779219.750000 Penalty: 4749.398438
	Iteration 16Q: 3 clusters Score -1779220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1779222.375000 Penalty: 4749.398438
	Iteration 17Q: 3 clusters Score -1779222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1779222.375000 Penalty: 4749.398438
	Iteration 18Q: 3 clusters Score -1779222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1779220.375000 Penalty: 4749.398438
	Iteration 19Q: 3 clusters Score -1779220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1779221.125000 Penalty: 4749.398438
	Iteration 20F: 3 clusters Score -1779221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1779222.000000 Penalty: 4749.398438
	Iteration 21Q: 3 clusters Score -1779222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1779222.750000 Penalty: 4749.398438
	Iteration 22Q: 3 clusters Score -1779223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1779224.125000 Penalty: 4749.398438
	Iteration 23Q: 3 clusters Score -1779224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1779224.750000 Penalty: 4749.398438
	Iteration 24Q: 3 clusters Score -1779225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1779225.500000 Penalty: 4749.398438
	Iteration 25Q: 3 clusters Score -1779226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1779225.500000 Penalty: 4749.398438
	Iteration 26F: 3 clusters Score -1779226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 33226 members 
Mstep: Class 4 contains 194041 members 
Mstep: Class 5 contains 57592 members 
Mstep: Class 6 contains 197389 members 
Mstep: Class 7 contains 105252 members 
Mstep: Class 8 contains 90086 members 
Mstep: Class 9 contains 172964 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 11 contains 8191 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 24939 members 
Mstep: Class 14 contains 48608 members 
Mstep: Class 15 contains 1259 members 
Mstep: Class 16 contains 76853 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 47603 members 
Mstep: Class 19 contains 18905 members 
Mstep: Class 20 contains 18154 members 
Mstep: Class 21 contains 6120 members 
Mstep: Class 22 contains 42053 members 
Mstep: Class 23 contains 13879 members 
Mstep: Class 24 contains 24355 members 
Entering Unmasked Estep 
Score: -150652704.000000 Penalty: 83380.710938
Splitting cluster 10 changes total score from -150649328.000000 to -150652704.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 12 (1585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Entering Unmasked Estep 
Score: -158695.703125 Penalty: 1827.348145
	Iteration 0F: 2 clusters Score -158695.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -156721.203125 Penalty: 3654.696289
	Iteration 0F: 3 clusters Score -156721.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -157805.906250 Penalty: 3654.696289
	Iteration 1F: 3 clusters Score -157805.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -158541.875000 Penalty: 3654.696289
	Iteration 2F: 3 clusters Score -158541.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -160054.656250 Penalty: 3654.696289
	Iteration 3F: 3 clusters Score -160054.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -162053.734375 Penalty: 3654.696289
	Iteration 4F: 3 clusters Score -162053.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -163024.781250 Penalty: 3654.696289
	Iteration 5F: 3 clusters Score -163024.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -163370.140625 Penalty: 3654.696289
	Iteration 6Q: 3 clusters Score -163370.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -163464.906250 Penalty: 3654.696289
	Iteration 7Q: 3 clusters Score -163464.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -163532.765625 Penalty: 3654.696289
	Iteration 8Q: 3 clusters Score -163532.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -163579.687500 Penalty: 3654.696289
	Iteration 9Q: 3 clusters Score -163579.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -163594.234375 Penalty: 3654.696289
	Iteration 10Q: 3 clusters Score -163594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -163596.953125 Penalty: 3654.696289
	Iteration 11Q: 3 clusters Score -163597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -163600.046875 Penalty: 3654.696289
	Iteration 12Q: 3 clusters Score -163600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -163601.093750 Penalty: 3654.696289
	Iteration 13Q: 3 clusters Score -163601.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -163601.953125 Penalty: 3654.696289
	Iteration 14Q: 3 clusters Score -163602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -163629.890625 Penalty: 3654.696289
	Iteration 15F: 3 clusters Score -163629.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -163721.375000 Penalty: 3654.696289
	Iteration 16Q: 3 clusters Score -163721.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -163757.937500 Penalty: 3654.696289
	Iteration 17Q: 3 clusters Score -163757.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -163762.328125 Penalty: 3654.696289
	Iteration 18Q: 3 clusters Score -163762.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -163766.453125 Penalty: 3654.696289
	Iteration 19Q: 3 clusters Score -163766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -163772.859375 Penalty: 3654.696289
	Iteration 20F: 3 clusters Score -163772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -163774.062500 Penalty: 3654.696289
	Iteration 21Q: 3 clusters Score -163774.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -163776.468750 Penalty: 3654.696289
	Iteration 22Q: 3 clusters Score -163776.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -163776.468750 Penalty: 3654.696289
	Iteration 23F: 3 clusters Score -163776.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 33226 members 
Mstep: Class 4 contains 194041 members 
Mstep: Class 5 contains 57592 members 
Mstep: Class 6 contains 197389 members 
Mstep: Class 7 contains 105252 members 
Mstep: Class 8 contains 90086 members 
Mstep: Class 9 contains 172964 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 11 contains 8191 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 24939 members 
Mstep: Class 14 contains 48608 members 
Mstep: Class 15 contains 1259 members 
Mstep: Class 16 contains 76853 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 47603 members 
Mstep: Class 19 contains 18905 members 
Mstep: Class 20 contains 18154 members 
Mstep: Class 21 contains 6120 members 
Mstep: Class 22 contains 42053 members 
Mstep: Class 23 contains 13879 members 
Mstep: Class 24 contains 24355 members 
Mstep: Class 25 contains 1193 members 
Entering Unmasked Estep 
Score: -150656048.000000 Penalty: 86854.906250
Splitting cluster 12 changes total score from -150649328.000000 to -150656048.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (24939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Entering Unmasked Estep 
Score: -3095010.750000 Penalty: 2510.798828
	Iteration 0F: 2 clusters Score -3095011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3077756.750000 Penalty: 5021.597656
	Iteration 0F: 3 clusters Score -3077757 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3084471.750000 Penalty: 5021.597656
	Iteration 1F: 3 clusters Score -3084472 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -3085816.000000 Penalty: 5021.597656
	Iteration 2F: 3 clusters Score -3085816 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -3087504.000000 Penalty: 5021.597656
	Iteration 3F: 3 clusters Score -3087504 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3089666.250000 Penalty: 5021.597656
	Iteration 4F: 3 clusters Score -3089666 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -3092020.250000 Penalty: 5021.597656
	Iteration 5F: 3 clusters Score -3092020 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -3093714.500000 Penalty: 5021.597656
	Iteration 6F: 3 clusters Score -3093714 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -3094674.250000 Penalty: 5021.597656
	Iteration 7F: 3 clusters Score -3094674 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -3095200.250000 Penalty: 5021.597656
	Iteration 8Q: 3 clusters Score -3095200 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -3095492.000000 Penalty: 5021.597656
	Iteration 9Q: 3 clusters Score -3095492 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3095725.000000 Penalty: 5021.597656
	Iteration 10Q: 3 clusters Score -3095725 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -3095902.500000 Penalty: 5021.597656
	Iteration 11Q: 3 clusters Score -3095902 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -3096064.250000 Penalty: 5021.597656
	Iteration 12Q: 3 clusters Score -3096064 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -3096156.250000 Penalty: 5021.597656
	Iteration 13Q: 3 clusters Score -3096156 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -3096241.000000 Penalty: 5021.597656
	Iteration 14Q: 3 clusters Score -3096241 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3096313.500000 Penalty: 5021.597656
	Iteration 15Q: 3 clusters Score -3096314 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -3096360.750000 Penalty: 5021.597656
	Iteration 16Q: 3 clusters Score -3096361 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -3096418.250000 Penalty: 5021.597656
	Iteration 17Q: 3 clusters Score -3096418 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -3096448.750000 Penalty: 5021.597656
	Iteration 18Q: 3 clusters Score -3096449 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -3096515.500000 Penalty: 5021.597656
	Iteration 19Q: 3 clusters Score -3096516 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -3096580.500000 Penalty: 5021.597656
	Iteration 20F: 3 clusters Score -3096580 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -3096637.000000 Penalty: 5021.597656
	Iteration 21Q: 3 clusters Score -3096637 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3096713.250000 Penalty: 5021.597656
	Iteration 22Q: 3 clusters Score -3096713 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -3096794.250000 Penalty: 5021.597656
	Iteration 23Q: 3 clusters Score -3096794 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3096856.250000 Penalty: 5021.597656
	Iteration 24Q: 3 clusters Score -3096856 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -3096890.750000 Penalty: 5021.597656
	Iteration 25Q: 3 clusters Score -3096891 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -3096915.000000 Penalty: 5021.597656
	Iteration 26Q: 3 clusters Score -3096915 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -3096947.250000 Penalty: 5021.597656
	Iteration 27Q: 3 clusters Score -3096947 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -3096968.750000 Penalty: 5021.597656
	Iteration 28Q: 3 clusters Score -3096969 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -3096999.000000 Penalty: 5021.597656
	Iteration 29Q: 3 clusters Score -3096999 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -3097017.250000 Penalty: 5021.597656
	Iteration 30Q: 3 clusters Score -3097017 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3097044.000000 Penalty: 5021.597656
	Iteration 31Q: 3 clusters Score -3097044 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -3097053.750000 Penalty: 5021.597656
	Iteration 32Q: 3 clusters Score -3097054 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -3097062.500000 Penalty: 5021.597656
	Iteration 33Q: 3 clusters Score -3097062 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -3097089.500000 Penalty: 5021.597656
	Iteration 34Q: 3 clusters Score -3097090 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3097094.000000 Penalty: 5021.597656
	Iteration 35Q: 3 clusters Score -3097094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -3097095.500000 Penalty: 5021.597656
	Iteration 36Q: 3 clusters Score -3097096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -3097107.000000 Penalty: 5021.597656
	Iteration 37Q: 3 clusters Score -3097107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -3097114.500000 Penalty: 5021.597656
	Iteration 38Q: 3 clusters Score -3097114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3097119.750000 Penalty: 5021.597656
	Iteration 39Q: 3 clusters Score -3097120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -3097125.750000 Penalty: 5021.597656
	Iteration 40F: 3 clusters Score -3097126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3097125.000000 Penalty: 5021.597656
	Iteration 41Q: 3 clusters Score -3097125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -3097130.000000 Penalty: 5021.597656
	Iteration 42Q: 3 clusters Score -3097130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -3097137.750000 Penalty: 5021.597656
	Iteration 43Q: 3 clusters Score -3097138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -3097137.500000 Penalty: 5021.597656
	Iteration 44Q: 3 clusters Score -3097138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -3097140.750000 Penalty: 5021.597656
	Iteration 45Q: 3 clusters Score -3097141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3097142.250000 Penalty: 5021.597656
	Iteration 46Q: 3 clusters Score -3097142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -3097142.000000 Penalty: 5021.597656
	Iteration 47Q: 3 clusters Score -3097142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3097143.500000 Penalty: 5021.597656
	Iteration 48Q: 3 clusters Score -3097144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3097143.500000 Penalty: 5021.597656
	Iteration 49F: 3 clusters Score -3097144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 33226 members 
Mstep: Class 4 contains 194041 members 
Mstep: Class 5 contains 57592 members 
Mstep: Class 6 contains 197389 members 
Mstep: Class 7 contains 105252 members 
Mstep: Class 8 contains 90086 members 
Mstep: Class 9 contains 172964 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 11 contains 8191 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 17861 members 
Mstep: Class 14 contains 48608 members 
Mstep: Class 15 contains 1259 members 
Mstep: Class 16 contains 76853 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 47603 members 
Mstep: Class 19 contains 18905 members 
Mstep: Class 20 contains 18154 members 
Mstep: Class 21 contains 6120 members 
Mstep: Class 22 contains 42053 members 
Mstep: Class 23 contains 13879 members 
Mstep: Class 24 contains 24355 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 7078 members 
Entering Unmasked Estep 
Score: -150657840.000000 Penalty: 90329.101562
Splitting cluster 13 changes total score from -150649328.000000 to -150657840.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (48608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Entering Unmasked Estep 
Score: -6145973.000000 Penalty: 2676.302734
	Iteration 0F: 2 clusters Score -6145973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -6113510.500000 Penalty: 5352.605469
	Iteration 0F: 3 clusters Score -6113510 nChanged 22226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -6126237.500000 Penalty: 5352.605469
	Iteration 1F: 3 clusters Score -6126238 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -6128008.000000 Penalty: 5352.605469
	Iteration 2F: 3 clusters Score -6128008 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -6131617.500000 Penalty: 5352.605469
	Iteration 3F: 3 clusters Score -6131618 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -6136574.500000 Penalty: 5352.605469
	Iteration 4F: 3 clusters Score -6136574 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -6140622.000000 Penalty: 5352.605469
	Iteration 5F: 3 clusters Score -6140622 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -6143336.000000 Penalty: 5352.605469
	Iteration 6F: 3 clusters Score -6143336 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -6145091.000000 Penalty: 5352.605469
	Iteration 7Q: 3 clusters Score -6145091 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -6146542.000000 Penalty: 5352.605469
	Iteration 8Q: 3 clusters Score -6146542 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -6147913.500000 Penalty: 5352.605469
	Iteration 9Q: 3 clusters Score -6147914 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -6149104.000000 Penalty: 5352.605469
	Iteration 10Q: 3 clusters Score -6149104 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -6149850.000000 Penalty: 5352.605469
	Iteration 11Q: 3 clusters Score -6149850 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -6150282.000000 Penalty: 5352.605469
	Iteration 12Q: 3 clusters Score -6150282 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -6150536.500000 Penalty: 5352.605469
	Iteration 13Q: 3 clusters Score -6150536 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -6150624.500000 Penalty: 5352.605469
	Iteration 14Q: 3 clusters Score -6150624 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -6150667.000000 Penalty: 5352.605469
	Iteration 15Q: 3 clusters Score -6150667 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -6150691.000000 Penalty: 5352.605469
	Iteration 16Q: 3 clusters Score -6150691 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -6150724.000000 Penalty: 5352.605469
	Iteration 17Q: 3 clusters Score -6150724 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -6150728.500000 Penalty: 5352.605469
	Iteration 18Q: 3 clusters Score -6150728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -6150748.500000 Penalty: 5352.605469
	Iteration 19Q: 3 clusters Score -6150748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -6150748.000000 Penalty: 5352.605469
	Iteration 20F: 3 clusters Score -6150748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -6150749.500000 Penalty: 5352.605469
	Iteration 21Q: 3 clusters Score -6150750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -6150748.500000 Penalty: 5352.605469
	Iteration 22Q: 3 clusters Score -6150748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -6150761.500000 Penalty: 5352.605469
	Iteration 23Q: 3 clusters Score -6150762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -6150750.500000 Penalty: 5352.605469
	Iteration 24Q: 3 clusters Score -6150750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -6150755.500000 Penalty: 5352.605469
	Iteration 25Q: 3 clusters Score -6150756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -6150758.500000 Penalty: 5352.605469
	Iteration 26Q: 3 clusters Score -6150758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -6150759.500000 Penalty: 5352.605469
	Iteration 27Q: 3 clusters Score -6150760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -6150766.000000 Penalty: 5352.605469
	Iteration 28Q: 3 clusters Score -6150766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -6150770.500000 Penalty: 5352.605469
	Iteration 29Q: 3 clusters Score -6150770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -6150782.000000 Penalty: 5352.605469
	Iteration 30Q: 3 clusters Score -6150782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -6150780.000000 Penalty: 5352.605469
	Iteration 31Q: 3 clusters Score -6150780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -6150770.500000 Penalty: 5352.605469
	Iteration 32Q: 3 clusters Score -6150770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -6150771.500000 Penalty: 5352.605469
	Iteration 33Q: 3 clusters Score -6150772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -6150774.000000 Penalty: 5352.605469
	Iteration 34Q: 3 clusters Score -6150774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -6150773.000000 Penalty: 5352.605469
	Iteration 35Q: 3 clusters Score -6150773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -6150781.500000 Penalty: 5352.605469
	Iteration 36Q: 3 clusters Score -6150782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -6150767.000000 Penalty: 5352.605469
	Iteration 37Q: 3 clusters Score -6150767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -6150764.000000 Penalty: 5352.605469
	Iteration 38Q: 3 clusters Score -6150764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -6150768.500000 Penalty: 5352.605469
	Iteration 39Q: 3 clusters Score -6150768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -6150768.500000 Penalty: 5352.605469
	Iteration 40F: 3 clusters Score -6150768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -6150765.000000 Penalty: 5352.605469
	Iteration 41Q: 3 clusters Score -6150765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -6150765.000000 Penalty: 5352.605469
	Iteration 42Q: 3 clusters Score -6150765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -6150765.000000 Penalty: 5352.605469
	Iteration 43F: 3 clusters Score -6150765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 33226 members 
Mstep: Class 4 contains 194041 members 
Mstep: Class 5 contains 57592 members 
Mstep: Class 6 contains 197389 members 
Mstep: Class 7 contains 105252 members 
Mstep: Class 8 contains 90086 members 
Mstep: Class 9 contains 172964 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 11 contains 8191 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 17861 members 
Mstep: Class 14 contains 6306 members 
Mstep: Class 15 contains 1259 members 
Mstep: Class 16 contains 76853 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 47603 members 
Mstep: Class 19 contains 18905 members 
Mstep: Class 20 contains 18154 members 
Mstep: Class 21 contains 6120 members 
Mstep: Class 22 contains 42053 members 
Mstep: Class 23 contains 13879 members 
Mstep: Class 24 contains 24355 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 7078 members 
Mstep: Class 27 contains 42302 members 
Entering Unmasked Estep 
Score: -150662336.000000 Penalty: 93803.296875
Splitting cluster 14 changes total score from -150649328.000000 to -150662336.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -141488.828125 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -141488.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -139714.437500 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -139714.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -141328.750000 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -141328.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -142422.218750 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -142422.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -142896.562500 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -142896.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -143163.515625 Penalty: 3540.484131
	Iteration 4Q: 3 clusters Score -143163.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -143290.234375 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -143290.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -143353.078125 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -143353.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -143397.015625 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -143397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -143444.984375 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -143445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -143471.031250 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -143471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -143487.546875 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -143487.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -143492.640625 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -143492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -143494.843750 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -143494.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -143496.343750 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -143496.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -143496.984375 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -143497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -143496.984375 Penalty: 3540.484131
	Iteration 15F: 3 clusters Score -143497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 33226 members 
Mstep: Class 4 contains 194041 members 
Mstep: Class 5 contains 57592 members 
Mstep: Class 6 contains 197389 members 
Mstep: Class 7 contains 105252 members 
Mstep: Class 8 contains 90086 members 
Mstep: Class 9 contains 172964 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 11 contains 8191 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 17861 members 
Mstep: Class 14 contains 6306 members 
Mstep: Class 15 contains 809 members 
Mstep: Class 16 contains 76853 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 47603 members 
Mstep: Class 19 contains 18905 members 
Mstep: Class 20 contains 18154 members 
Mstep: Class 21 contains 6120 members 
Mstep: Class 22 contains 42053 members 
Mstep: Class 23 contains 13879 members 
Mstep: Class 24 contains 24355 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 7078 members 
Mstep: Class 27 contains 42302 members 
Mstep: Class 28 contains 450 members 
Entering Unmasked Estep 
Score: -150662752.000000 Penalty: 97277.492188
Splitting cluster 15 changes total score from -150649328.000000 to -150662752.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (76853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76853 members 
Entering Unmasked Estep 
Score: -9766208.000000 Penalty: 2789.913086
	Iteration 0F: 2 clusters Score -9766208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -9714743.000000 Penalty: 5579.826172
	Iteration 0F: 3 clusters Score -9714743 nChanged 36142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -9735683.000000 Penalty: 5579.826172
	Iteration 1F: 3 clusters Score -9735683 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -9738458.000000 Penalty: 5579.826172
	Iteration 2Q: 3 clusters Score -9738458 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -9743980.000000 Penalty: 5579.826172
	Iteration 3F: 3 clusters Score -9743980 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -9751151.000000 Penalty: 5579.826172
	Iteration 4F: 3 clusters Score -9751151 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -9757799.000000 Penalty: 5579.826172
	Iteration 5F: 3 clusters Score -9757799 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -9762685.000000 Penalty: 5579.826172
	Iteration 6F: 3 clusters Score -9762685 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -9765582.000000 Penalty: 5579.826172
	Iteration 7F: 3 clusters Score -9765582 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -9767295.000000 Penalty: 5579.826172
	Iteration 8Q: 3 clusters Score -9767295 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -9768506.000000 Penalty: 5579.826172
	Iteration 9Q: 3 clusters Score -9768506 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -9769480.000000 Penalty: 5579.826172
	Iteration 10Q: 3 clusters Score -9769480 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60097 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -9770065.000000 Penalty: 5579.826172
	Iteration 11Q: 3 clusters Score -9770065 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -9770396.000000 Penalty: 5579.826172
	Iteration 12Q: 3 clusters Score -9770396 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -9770616.000000 Penalty: 5579.826172
	Iteration 13Q: 3 clusters Score -9770616 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -9770694.000000 Penalty: 5579.826172
	Iteration 14Q: 3 clusters Score -9770694 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62339 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -9770759.000000 Penalty: 5579.826172
	Iteration 15Q: 3 clusters Score -9770759 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -9770847.000000 Penalty: 5579.826172
	Iteration 16Q: 3 clusters Score -9770847 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -9770912.000000 Penalty: 5579.826172
	Iteration 17Q: 3 clusters Score -9770912 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63351 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -9770976.000000 Penalty: 5579.826172
	Iteration 18Q: 3 clusters Score -9770976 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -9771023.000000 Penalty: 5579.826172
	Iteration 19Q: 3 clusters Score -9771023 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -9771045.000000 Penalty: 5579.826172
	Iteration 20F: 3 clusters Score -9771045 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -9771089.000000 Penalty: 5579.826172
	Iteration 21Q: 3 clusters Score -9771089 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64321 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -9771141.000000 Penalty: 5579.826172
	Iteration 22Q: 3 clusters Score -9771141 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -9771180.000000 Penalty: 5579.826172
	Iteration 23Q: 3 clusters Score -9771180 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64788 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -9771215.000000 Penalty: 5579.826172
	Iteration 24Q: 3 clusters Score -9771215 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -9771274.000000 Penalty: 5579.826172
	Iteration 25Q: 3 clusters Score -9771274 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -9771343.000000 Penalty: 5579.826172
	Iteration 26Q: 3 clusters Score -9771343 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -9771426.000000 Penalty: 5579.826172
	Iteration 27Q: 3 clusters Score -9771426 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -9771481.000000 Penalty: 5579.826172
	Iteration 28Q: 3 clusters Score -9771481 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -9771564.000000 Penalty: 5579.826172
	Iteration 29Q: 3 clusters Score -9771564 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66123 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -9771619.000000 Penalty: 5579.826172
	Iteration 30Q: 3 clusters Score -9771619 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -9771716.000000 Penalty: 5579.826172
	Iteration 31Q: 3 clusters Score -9771716 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66611 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -9771842.000000 Penalty: 5579.826172
	Iteration 32Q: 3 clusters Score -9771842 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66869 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -9772040.000000 Penalty: 5579.826172
	Iteration 33Q: 3 clusters Score -9772040 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -9772283.000000 Penalty: 5579.826172
	Iteration 34Q: 3 clusters Score -9772283 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -9772521.000000 Penalty: 5579.826172
	Iteration 35Q: 3 clusters Score -9772521 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67649 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -9772704.000000 Penalty: 5579.826172
	Iteration 36Q: 3 clusters Score -9772704 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -9772844.000000 Penalty: 5579.826172
	Iteration 37Q: 3 clusters Score -9772844 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68064 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -9772913.000000 Penalty: 5579.826172
	Iteration 38Q: 3 clusters Score -9772913 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68209 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -9772957.000000 Penalty: 5579.826172
	Iteration 39Q: 3 clusters Score -9772957 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -9772967.000000 Penalty: 5579.826172
	Iteration 40F: 3 clusters Score -9772967 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -9772973.000000 Penalty: 5579.826172
	Iteration 41Q: 3 clusters Score -9772973 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68494 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -9772998.000000 Penalty: 5579.826172
	Iteration 42Q: 3 clusters Score -9772998 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -9772986.000000 Penalty: 5579.826172
	Iteration 43Q: 3 clusters Score -9772986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -9772995.000000 Penalty: 5579.826172
	Iteration 44Q: 3 clusters Score -9772995 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -9772996.000000 Penalty: 5579.826172
	Iteration 45Q: 3 clusters Score -9772996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68719 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -9772991.000000 Penalty: 5579.826172
	Iteration 46Q: 3 clusters Score -9772991 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68768 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -9773017.000000 Penalty: 5579.826172
	Iteration 47Q: 3 clusters Score -9773017 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -9773030.000000 Penalty: 5579.826172
	Iteration 48Q: 3 clusters Score -9773030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -9773035.000000 Penalty: 5579.826172
	Iteration 49Q: 3 clusters Score -9773035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -9773019.000000 Penalty: 5579.826172
	Iteration 50Q: 3 clusters Score -9773019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -9773038.000000 Penalty: 5579.826172
	Iteration 51Q: 3 clusters Score -9773038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68908 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -9773037.000000 Penalty: 5579.826172
	Iteration 52Q: 3 clusters Score -9773037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68929 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -9773037.000000 Penalty: 5579.826172
	Iteration 53Q: 3 clusters Score -9773037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68950 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -9773056.000000 Penalty: 5579.826172
	Iteration 54Q: 3 clusters Score -9773056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68960 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -9773046.000000 Penalty: 5579.826172
	Iteration 55Q: 3 clusters Score -9773046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68969 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -9773041.000000 Penalty: 5579.826172
	Iteration 56Q: 3 clusters Score -9773041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -9773036.000000 Penalty: 5579.826172
	Iteration 57Q: 3 clusters Score -9773036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -9773035.000000 Penalty: 5579.826172
	Iteration 58Q: 3 clusters Score -9773035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -9773038.000000 Penalty: 5579.826172
	Iteration 59Q: 3 clusters Score -9773038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68990 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -9773035.000000 Penalty: 5579.826172
	Iteration 60F: 3 clusters Score -9773035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -9773036.000000 Penalty: 5579.826172
	Iteration 61Q: 3 clusters Score -9773036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68995 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -9773037.000000 Penalty: 5579.826172
	Iteration 62Q: 3 clusters Score -9773037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69002 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -9773029.000000 Penalty: 5579.826172
	Iteration 63Q: 3 clusters Score -9773029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -9773036.000000 Penalty: 5579.826172
	Iteration 64Q: 3 clusters Score -9773036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69013 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -9773036.000000 Penalty: 5579.826172
	Iteration 65Q: 3 clusters Score -9773036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -9773035.000000 Penalty: 5579.826172
	Iteration 66Q: 3 clusters Score -9773035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -9773035.000000 Penalty: 5579.826172
	Iteration 67F: 3 clusters Score -9773035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 33226 members 
Mstep: Class 4 contains 194041 members 
Mstep: Class 5 contains 57592 members 
Mstep: Class 6 contains 197389 members 
Mstep: Class 7 contains 105252 members 
Mstep: Class 8 contains 90086 members 
Mstep: Class 9 contains 172964 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 11 contains 8191 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 17861 members 
Mstep: Class 14 contains 6306 members 
Mstep: Class 15 contains 809 members 
Mstep: Class 16 contains 69017 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 47603 members 
Mstep: Class 19 contains 18905 members 
Mstep: Class 20 contains 18154 members 
Mstep: Class 21 contains 6120 members 
Mstep: Class 22 contains 42053 members 
Mstep: Class 23 contains 13879 members 
Mstep: Class 24 contains 24355 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 7078 members 
Mstep: Class 27 contains 42302 members 
Mstep: Class 28 contains 450 members 
Mstep: Class 29 contains 7836 members 
Entering Unmasked Estep 
Score: -150667648.000000 Penalty: 100751.687500
Splitting cluster 16 changes total score from -150649328.000000 to -150667648.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (47603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Entering Unmasked Estep 
Score: -5787710.500000 Penalty: 2671.121338
	Iteration 0F: 2 clusters Score -5787710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -5755419.000000 Penalty: 5342.242676
	Iteration 0F: 3 clusters Score -5755419 nChanged 22033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -5768298.500000 Penalty: 5342.242676
	Iteration 1F: 3 clusters Score -5768298 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -5769575.500000 Penalty: 5342.242676
	Iteration 2F: 3 clusters Score -5769576 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -5771331.000000 Penalty: 5342.242676
	Iteration 3F: 3 clusters Score -5771331 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -5773672.500000 Penalty: 5342.242676
	Iteration 4F: 3 clusters Score -5773672 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -5776545.500000 Penalty: 5342.242676
	Iteration 5F: 3 clusters Score -5776546 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -5779304.500000 Penalty: 5342.242676
	Iteration 6F: 3 clusters Score -5779304 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -5781400.000000 Penalty: 5342.242676
	Iteration 7F: 3 clusters Score -5781400 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -5782621.500000 Penalty: 5342.242676
	Iteration 8Q: 3 clusters Score -5782622 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -5783306.500000 Penalty: 5342.242676
	Iteration 9Q: 3 clusters Score -5783306 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -5783696.000000 Penalty: 5342.242676
	Iteration 10Q: 3 clusters Score -5783696 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -5783969.500000 Penalty: 5342.242676
	Iteration 11Q: 3 clusters Score -5783970 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -5784191.500000 Penalty: 5342.242676
	Iteration 12Q: 3 clusters Score -5784192 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -5784441.000000 Penalty: 5342.242676
	Iteration 13Q: 3 clusters Score -5784441 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -5784679.500000 Penalty: 5342.242676
	Iteration 14Q: 3 clusters Score -5784680 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -5784867.000000 Penalty: 5342.242676
	Iteration 15Q: 3 clusters Score -5784867 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -5785013.000000 Penalty: 5342.242676
	Iteration 16Q: 3 clusters Score -5785013 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -5785182.000000 Penalty: 5342.242676
	Iteration 17Q: 3 clusters Score -5785182 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -5785363.500000 Penalty: 5342.242676
	Iteration 18Q: 3 clusters Score -5785364 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -5785521.500000 Penalty: 5342.242676
	Iteration 19Q: 3 clusters Score -5785522 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -5785674.000000 Penalty: 5342.242676
	Iteration 20F: 3 clusters Score -5785674 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -5785756.500000 Penalty: 5342.242676
	Iteration 21Q: 3 clusters Score -5785756 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -5785879.500000 Penalty: 5342.242676
	Iteration 22Q: 3 clusters Score -5785880 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -5785963.500000 Penalty: 5342.242676
	Iteration 23Q: 3 clusters Score -5785964 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -5786048.500000 Penalty: 5342.242676
	Iteration 24Q: 3 clusters Score -5786048 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -5786112.000000 Penalty: 5342.242676
	Iteration 25Q: 3 clusters Score -5786112 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -5786192.000000 Penalty: 5342.242676
	Iteration 26Q: 3 clusters Score -5786192 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -5786249.000000 Penalty: 5342.242676
	Iteration 27Q: 3 clusters Score -5786249 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -5786321.000000 Penalty: 5342.242676
	Iteration 28Q: 3 clusters Score -5786321 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -5786403.000000 Penalty: 5342.242676
	Iteration 29Q: 3 clusters Score -5786403 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -5786470.000000 Penalty: 5342.242676
	Iteration 30Q: 3 clusters Score -5786470 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -5786575.000000 Penalty: 5342.242676
	Iteration 31Q: 3 clusters Score -5786575 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -5786652.500000 Penalty: 5342.242676
	Iteration 32Q: 3 clusters Score -5786652 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -5786698.500000 Penalty: 5342.242676
	Iteration 33Q: 3 clusters Score -5786698 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -5786788.000000 Penalty: 5342.242676
	Iteration 34Q: 3 clusters Score -5786788 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -5786870.500000 Penalty: 5342.242676
	Iteration 35Q: 3 clusters Score -5786870 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -5786895.500000 Penalty: 5342.242676
	Iteration 36Q: 3 clusters Score -5786896 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -5786922.000000 Penalty: 5342.242676
	Iteration 37Q: 3 clusters Score -5786922 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -5786978.000000 Penalty: 5342.242676
	Iteration 38Q: 3 clusters Score -5786978 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -5786999.000000 Penalty: 5342.242676
	Iteration 39Q: 3 clusters Score -5786999 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -5787025.500000 Penalty: 5342.242676
	Iteration 40F: 3 clusters Score -5787026 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -5787070.500000 Penalty: 5342.242676
	Iteration 41Q: 3 clusters Score -5787070 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -5787089.500000 Penalty: 5342.242676
	Iteration 42Q: 3 clusters Score -5787090 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -5787098.500000 Penalty: 5342.242676
	Iteration 43Q: 3 clusters Score -5787098 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -5787106.500000 Penalty: 5342.242676
	Iteration 44Q: 3 clusters Score -5787106 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -5787134.000000 Penalty: 5342.242676
	Iteration 45Q: 3 clusters Score -5787134 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -5787158.500000 Penalty: 5342.242676
	Iteration 46Q: 3 clusters Score -5787158 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -5787164.500000 Penalty: 5342.242676
	Iteration 47Q: 3 clusters Score -5787164 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -5787200.500000 Penalty: 5342.242676
	Iteration 48Q: 3 clusters Score -5787200 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -5787230.500000 Penalty: 5342.242676
	Iteration 49Q: 3 clusters Score -5787230 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -5787240.500000 Penalty: 5342.242676
	Iteration 50Q: 3 clusters Score -5787240 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -5787253.500000 Penalty: 5342.242676
	Iteration 51Q: 3 clusters Score -5787254 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -5787271.000000 Penalty: 5342.242676
	Iteration 52Q: 3 clusters Score -5787271 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -5787282.500000 Penalty: 5342.242676
	Iteration 53Q: 3 clusters Score -5787282 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -5787306.500000 Penalty: 5342.242676
	Iteration 54Q: 3 clusters Score -5787306 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -5787319.500000 Penalty: 5342.242676
	Iteration 55Q: 3 clusters Score -5787320 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -5787328.500000 Penalty: 5342.242676
	Iteration 56Q: 3 clusters Score -5787328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -5787329.000000 Penalty: 5342.242676
	Iteration 57Q: 3 clusters Score -5787329 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -5787337.000000 Penalty: 5342.242676
	Iteration 58Q: 3 clusters Score -5787337 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -5787346.000000 Penalty: 5342.242676
	Iteration 59Q: 3 clusters Score -5787346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -5787351.000000 Penalty: 5342.242676
	Iteration 60F: 3 clusters Score -5787351 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -5787341.000000 Penalty: 5342.242676
	Iteration 61Q: 3 clusters Score -5787341 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -5787350.000000 Penalty: 5342.242676
	Iteration 62Q: 3 clusters Score -5787350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -5787349.000000 Penalty: 5342.242676
	Iteration 63Q: 3 clusters Score -5787349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -5787354.500000 Penalty: 5342.242676
	Iteration 64Q: 3 clusters Score -5787354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -5787354.000000 Penalty: 5342.242676
	Iteration 65Q: 3 clusters Score -5787354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -5787351.500000 Penalty: 5342.242676
	Iteration 66Q: 3 clusters Score -5787352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -5787372.500000 Penalty: 5342.242676
	Iteration 67Q: 3 clusters Score -5787372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -5787381.500000 Penalty: 5342.242676
	Iteration 68Q: 3 clusters Score -5787382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -5787389.500000 Penalty: 5342.242676
	Iteration 69Q: 3 clusters Score -5787390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -5787384.500000 Penalty: 5342.242676
	Iteration 70Q: 3 clusters Score -5787384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -5787400.000000 Penalty: 5342.242676
	Iteration 71Q: 3 clusters Score -5787400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -5787403.000000 Penalty: 5342.242676
	Iteration 72Q: 3 clusters Score -5787403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -5787409.000000 Penalty: 5342.242676
	Iteration 73Q: 3 clusters Score -5787409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -5787415.000000 Penalty: 5342.242676
	Iteration 74Q: 3 clusters Score -5787415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -5787410.500000 Penalty: 5342.242676
	Iteration 75Q: 3 clusters Score -5787410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -5787403.500000 Penalty: 5342.242676
	Iteration 76Q: 3 clusters Score -5787404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -5787409.500000 Penalty: 5342.242676
	Iteration 77Q: 3 clusters Score -5787410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -5787409.500000 Penalty: 5342.242676
	Iteration 78Q: 3 clusters Score -5787410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -5787412.000000 Penalty: 5342.242676
	Iteration 79Q: 3 clusters Score -5787412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -5787412.500000 Penalty: 5342.242676
	Iteration 80F: 3 clusters Score -5787412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -5787413.000000 Penalty: 5342.242676
	Iteration 81Q: 3 clusters Score -5787413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -5787407.000000 Penalty: 5342.242676
	Iteration 82Q: 3 clusters Score -5787407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -5787410.500000 Penalty: 5342.242676
	Iteration 83Q: 3 clusters Score -5787410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -5787409.000000 Penalty: 5342.242676
	Iteration 84Q: 3 clusters Score -5787409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -5787413.500000 Penalty: 5342.242676
	Iteration 85Q: 3 clusters Score -5787414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -5787415.500000 Penalty: 5342.242676
	Iteration 86Q: 3 clusters Score -5787416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -5787413.500000 Penalty: 5342.242676
	Iteration 87Q: 3 clusters Score -5787414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -5787415.000000 Penalty: 5342.242676
	Iteration 88Q: 3 clusters Score -5787415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -5787415.000000 Penalty: 5342.242676
	Iteration 89F: 3 clusters Score -5787415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Entering Unmasked Estep 
Score: -2281546.000000 Penalty: 2442.101074
	Iteration 0F: 2 clusters Score -2281546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2268078.000000 Penalty: 4884.202148
	Iteration 0F: 3 clusters Score -2268078 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2273052.000000 Penalty: 4884.202148
	Iteration 1F: 3 clusters Score -2273052 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2273750.500000 Penalty: 4884.202148
	Iteration 2F: 3 clusters Score -2273750 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2274403.750000 Penalty: 4884.202148
	Iteration 3F: 3 clusters Score -2274404 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2275016.250000 Penalty: 4884.202148
	Iteration 4F: 3 clusters Score -2275016 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2275545.000000 Penalty: 4884.202148
	Iteration 5F: 3 clusters Score -2275545 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2276021.750000 Penalty: 4884.202148
	Iteration 6Q: 3 clusters Score -2276022 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2276437.500000 Penalty: 4884.202148
	Iteration 7Q: 3 clusters Score -2276438 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2276836.500000 Penalty: 4884.202148
	Iteration 8Q: 3 clusters Score -2276836 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2277158.750000 Penalty: 4884.202148
	Iteration 9Q: 3 clusters Score -2277159 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2277483.750000 Penalty: 4884.202148
	Iteration 10Q: 3 clusters Score -2277484 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2277798.750000 Penalty: 4884.202148
	Iteration 11Q: 3 clusters Score -2277799 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2278102.250000 Penalty: 4884.202148
	Iteration 12Q: 3 clusters Score -2278102 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2278340.250000 Penalty: 4884.202148
	Iteration 13Q: 3 clusters Score -2278340 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2278522.250000 Penalty: 4884.202148
	Iteration 14Q: 3 clusters Score -2278522 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2278681.750000 Penalty: 4884.202148
	Iteration 15Q: 3 clusters Score -2278682 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2278795.750000 Penalty: 4884.202148
	Iteration 16Q: 3 clusters Score -2278796 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2278893.250000 Penalty: 4884.202148
	Iteration 17Q: 3 clusters Score -2278893 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2278985.750000 Penalty: 4884.202148
	Iteration 18Q: 3 clusters Score -2278986 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2279051.500000 Penalty: 4884.202148
	Iteration 19Q: 3 clusters Score -2279052 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2279112.500000 Penalty: 4884.202148
	Iteration 20F: 3 clusters Score -2279112 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2279180.750000 Penalty: 4884.202148
	Iteration 21Q: 3 clusters Score -2279181 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2279237.000000 Penalty: 4884.202148
	Iteration 22Q: 3 clusters Score -2279237 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2279301.750000 Penalty: 4884.202148
	Iteration 23Q: 3 clusters Score -2279302 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2279350.500000 Penalty: 4884.202148
	Iteration 24Q: 3 clusters Score -2279350 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2279403.500000 Penalty: 4884.202148
	Iteration 25Q: 3 clusters Score -2279404 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2279445.250000 Penalty: 4884.202148
	Iteration 26Q: 3 clusters Score -2279445 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2279483.000000 Penalty: 4884.202148
	Iteration 27Q: 3 clusters Score -2279483 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2279532.000000 Penalty: 4884.202148
	Iteration 28Q: 3 clusters Score -2279532 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2279569.500000 Penalty: 4884.202148
	Iteration 29Q: 3 clusters Score -2279570 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2279607.500000 Penalty: 4884.202148
	Iteration 30Q: 3 clusters Score -2279608 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2279633.750000 Penalty: 4884.202148
	Iteration 31Q: 3 clusters Score -2279634 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2279666.250000 Penalty: 4884.202148
	Iteration 32Q: 3 clusters Score -2279666 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2279709.250000 Penalty: 4884.202148
	Iteration 33Q: 3 clusters Score -2279709 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2279772.000000 Penalty: 4884.202148
	Iteration 34Q: 3 clusters Score -2279772 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2279856.250000 Penalty: 4884.202148
	Iteration 35Q: 3 clusters Score -2279856 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2279945.000000 Penalty: 4884.202148
	Iteration 36Q: 3 clusters Score -2279945 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2280102.250000 Penalty: 4884.202148
	Iteration 37Q: 3 clusters Score -2280102 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2280275.750000 Penalty: 4884.202148
	Iteration 38Q: 3 clusters Score -2280276 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2280391.750000 Penalty: 4884.202148
	Iteration 39Q: 3 clusters Score -2280392 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2280454.250000 Penalty: 4884.202148
	Iteration 40F: 3 clusters Score -2280454 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2280495.750000 Penalty: 4884.202148
	Iteration 41Q: 3 clusters Score -2280496 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2280507.250000 Penalty: 4884.202148
	Iteration 42Q: 3 clusters Score -2280507 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2280521.750000 Penalty: 4884.202148
	Iteration 43Q: 3 clusters Score -2280522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2280537.750000 Penalty: 4884.202148
	Iteration 44Q: 3 clusters Score -2280538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2280555.750000 Penalty: 4884.202148
	Iteration 45Q: 3 clusters Score -2280556 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2280582.500000 Penalty: 4884.202148
	Iteration 46Q: 3 clusters Score -2280582 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2280623.750000 Penalty: 4884.202148
	Iteration 47Q: 3 clusters Score -2280624 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2280672.750000 Penalty: 4884.202148
	Iteration 48Q: 3 clusters Score -2280673 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2280758.250000 Penalty: 4884.202148
	Iteration 49Q: 3 clusters Score -2280758 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2280882.000000 Penalty: 4884.202148
	Iteration 50Q: 3 clusters Score -2280882 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2281106.750000 Penalty: 4884.202148
	Iteration 51Q: 3 clusters Score -2281107 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2281475.250000 Penalty: 4884.202148
	Iteration 52Q: 3 clusters Score -2281475 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2281788.750000 Penalty: 4884.202148
	Iteration 53Q: 3 clusters Score -2281789 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2281849.000000 Penalty: 4884.202148
	Iteration 54Q: 3 clusters Score -2281849 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2281865.750000 Penalty: 4884.202148
	Iteration 55Q: 3 clusters Score -2281866 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2281877.250000 Penalty: 4884.202148
	Iteration 56Q: 3 clusters Score -2281877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2281882.000000 Penalty: 4884.202148
	Iteration 57Q: 3 clusters Score -2281882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2281885.750000 Penalty: 4884.202148
	Iteration 58Q: 3 clusters Score -2281886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2281884.500000 Penalty: 4884.202148
	Iteration 59Q: 3 clusters Score -2281884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2281884.000000 Penalty: 4884.202148
	Iteration 60F: 3 clusters Score -2281884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2281885.000000 Penalty: 4884.202148
	Iteration 61Q: 3 clusters Score -2281885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2281883.000000 Penalty: 4884.202148
	Iteration 62Q: 3 clusters Score -2281883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2281884.500000 Penalty: 4884.202148
	Iteration 63Q: 3 clusters Score -2281884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2281884.500000 Penalty: 4884.202148
	Iteration 64F: 3 clusters Score -2281884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 33226 members 
Mstep: Class 4 contains 194041 members 
Mstep: Class 5 contains 57592 members 
Mstep: Class 6 contains 197389 members 
Mstep: Class 7 contains 105252 members 
Mstep: Class 8 contains 90086 members 
Mstep: Class 9 contains 172964 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 11 contains 8191 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 17861 members 
Mstep: Class 14 contains 6306 members 
Mstep: Class 15 contains 809 members 
Mstep: Class 16 contains 69017 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 47603 members 
Mstep: Class 19 contains 15240 members 
Mstep: Class 20 contains 18154 members 
Mstep: Class 21 contains 6120 members 
Mstep: Class 22 contains 42053 members 
Mstep: Class 23 contains 13879 members 
Mstep: Class 24 contains 24355 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 7078 members 
Mstep: Class 27 contains 42302 members 
Mstep: Class 28 contains 450 members 
Mstep: Class 29 contains 7836 members 
Mstep: Class 30 contains 3665 members 
Entering Unmasked Estep 
Score: -150666672.000000 Penalty: 104225.890625
Splitting cluster 19 changes total score from -150649328.000000 to -150666672.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (18154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Entering Unmasked Estep 
Score: -2016897.250000 Penalty: 2432.048340
	Iteration 0F: 2 clusters Score -2016897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2004069.125000 Penalty: 4864.096680
	Iteration 0F: 3 clusters Score -2004069 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2009943.250000 Penalty: 4864.096680
	Iteration 1F: 3 clusters Score -2009943 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2012473.125000 Penalty: 4864.096680
	Iteration 2F: 3 clusters Score -2012473 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2014397.500000 Penalty: 4864.096680
	Iteration 3F: 3 clusters Score -2014398 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2015578.375000 Penalty: 4864.096680
	Iteration 4F: 3 clusters Score -2015578 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2016304.250000 Penalty: 4864.096680
	Iteration 5F: 3 clusters Score -2016304 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2016792.000000 Penalty: 4864.096680
	Iteration 6Q: 3 clusters Score -2016792 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2017137.500000 Penalty: 4864.096680
	Iteration 7Q: 3 clusters Score -2017138 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2017402.500000 Penalty: 4864.096680
	Iteration 8Q: 3 clusters Score -2017402 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2017627.500000 Penalty: 4864.096680
	Iteration 9Q: 3 clusters Score -2017628 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2017824.500000 Penalty: 4864.096680
	Iteration 10Q: 3 clusters Score -2017824 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2017998.750000 Penalty: 4864.096680
	Iteration 11Q: 3 clusters Score -2017999 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2018140.250000 Penalty: 4864.096680
	Iteration 12Q: 3 clusters Score -2018140 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2018231.000000 Penalty: 4864.096680
	Iteration 13Q: 3 clusters Score -2018231 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2018337.750000 Penalty: 4864.096680
	Iteration 14Q: 3 clusters Score -2018338 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2018458.500000 Penalty: 4864.096680
	Iteration 15Q: 3 clusters Score -2018458 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2018591.750000 Penalty: 4864.096680
	Iteration 16Q: 3 clusters Score -2018592 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2018724.125000 Penalty: 4864.096680
	Iteration 17Q: 3 clusters Score -2018724 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2018787.500000 Penalty: 4864.096680
	Iteration 18Q: 3 clusters Score -2018788 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2018839.875000 Penalty: 4864.096680
	Iteration 19Q: 3 clusters Score -2018840 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2018881.125000 Penalty: 4864.096680
	Iteration 20F: 3 clusters Score -2018881 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2018901.000000 Penalty: 4864.096680
	Iteration 21Q: 3 clusters Score -2018901 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2018920.250000 Penalty: 4864.096680
	Iteration 22Q: 3 clusters Score -2018920 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2018928.625000 Penalty: 4864.096680
	Iteration 23Q: 3 clusters Score -2018929 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2018943.125000 Penalty: 4864.096680
	Iteration 24Q: 3 clusters Score -2018943 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2018951.625000 Penalty: 4864.096680
	Iteration 25Q: 3 clusters Score -2018952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2018954.875000 Penalty: 4864.096680
	Iteration 26Q: 3 clusters Score -2018955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2018958.000000 Penalty: 4864.096680
	Iteration 27Q: 3 clusters Score -2018958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2018962.000000 Penalty: 4864.096680
	Iteration 28Q: 3 clusters Score -2018962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2018959.875000 Penalty: 4864.096680
	Iteration 29Q: 3 clusters Score -2018960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2018964.125000 Penalty: 4864.096680
	Iteration 30Q: 3 clusters Score -2018964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2018965.625000 Penalty: 4864.096680
	Iteration 31Q: 3 clusters Score -2018966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2018973.625000 Penalty: 4864.096680
	Iteration 32Q: 3 clusters Score -2018974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2018968.500000 Penalty: 4864.096680
	Iteration 33Q: 3 clusters Score -2018968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2018978.625000 Penalty: 4864.096680
	Iteration 34Q: 3 clusters Score -2018979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2018983.750000 Penalty: 4864.096680
	Iteration 35Q: 3 clusters Score -2018984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2018988.750000 Penalty: 4864.096680
	Iteration 36Q: 3 clusters Score -2018989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2018987.500000 Penalty: 4864.096680
	Iteration 37Q: 3 clusters Score -2018988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2018992.125000 Penalty: 4864.096680
	Iteration 38Q: 3 clusters Score -2018992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2018995.125000 Penalty: 4864.096680
	Iteration 39Q: 3 clusters Score -2018995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2018995.500000 Penalty: 4864.096680
	Iteration 40F: 3 clusters Score -2018996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2018995.500000 Penalty: 4864.096680
	Iteration 41Q: 3 clusters Score -2018996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2018992.625000 Penalty: 4864.096680
	Iteration 42Q: 3 clusters Score -2018993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2018991.875000 Penalty: 4864.096680
	Iteration 43Q: 3 clusters Score -2018992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2018990.875000 Penalty: 4864.096680
	Iteration 44Q: 3 clusters Score -2018991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2018990.000000 Penalty: 4864.096680
	Iteration 45Q: 3 clusters Score -2018990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2018990.000000 Penalty: 4864.096680
	Iteration 46F: 3 clusters Score -2018990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 33226 members 
Mstep: Class 4 contains 194041 members 
Mstep: Class 5 contains 57592 members 
Mstep: Class 6 contains 197389 members 
Mstep: Class 7 contains 105252 members 
Mstep: Class 8 contains 90086 members 
Mstep: Class 9 contains 172964 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 11 contains 8191 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 17861 members 
Mstep: Class 14 contains 6306 members 
Mstep: Class 15 contains 809 members 
Mstep: Class 16 contains 69017 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 47603 members 
Mstep: Class 19 contains 15240 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 6120 members 
Mstep: Class 22 contains 42053 members 
Mstep: Class 23 contains 13879 members 
Mstep: Class 24 contains 24355 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 7078 members 
Mstep: Class 27 contains 42302 members 
Mstep: Class 28 contains 450 members 
Mstep: Class 29 contains 7836 members 
Mstep: Class 30 contains 3665 members 
Mstep: Class 31 contains 14173 members 
Entering Unmasked Estep 
Score: -150667648.000000 Penalty: 107700.085938
Splitting cluster 20 changes total score from -150649328.000000 to -150667648.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (6120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Entering Unmasked Estep 
Score: -813586.937500 Penalty: 2162.390625
	Iteration 0F: 2 clusters Score -813586.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -808364.750000 Penalty: 4324.781250
	Iteration 0F: 3 clusters Score -808364.8 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -809622.562500 Penalty: 4324.781250
	Iteration 1F: 3 clusters Score -809622.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -809832.500000 Penalty: 4324.781250
	Iteration 2F: 3 clusters Score -809832.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -809962.437500 Penalty: 4324.781250
	Iteration 3Q: 3 clusters Score -809962.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -810050.437500 Penalty: 4324.781250
	Iteration 4Q: 3 clusters Score -810050.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -810116.562500 Penalty: 4324.781250
	Iteration 5Q: 3 clusters Score -810116.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -810178.062500 Penalty: 4324.781250
	Iteration 6Q: 3 clusters Score -810178.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -810230.875000 Penalty: 4324.781250
	Iteration 7Q: 3 clusters Score -810230.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -810273.250000 Penalty: 4324.781250
	Iteration 8Q: 3 clusters Score -810273.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -810322.562500 Penalty: 4324.781250
	Iteration 9Q: 3 clusters Score -810322.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -810375.250000 Penalty: 4324.781250
	Iteration 10Q: 3 clusters Score -810375.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -810435.875000 Penalty: 4324.781250
	Iteration 11Q: 3 clusters Score -810435.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -810492.125000 Penalty: 4324.781250
	Iteration 12Q: 3 clusters Score -810492.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -810542.562500 Penalty: 4324.781250
	Iteration 13Q: 3 clusters Score -810542.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -810606.937500 Penalty: 4324.781250
	Iteration 14Q: 3 clusters Score -810606.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -810682.250000 Penalty: 4324.781250
	Iteration 15Q: 3 clusters Score -810682.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -810747.312500 Penalty: 4324.781250
	Iteration 16Q: 3 clusters Score -810747.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -810813.312500 Penalty: 4324.781250
	Iteration 17Q: 3 clusters Score -810813.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -810886.125000 Penalty: 4324.781250
	Iteration 18Q: 3 clusters Score -810886.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -810955.562500 Penalty: 4324.781250
	Iteration 19Q: 3 clusters Score -810955.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -811033.750000 Penalty: 4324.781250
	Iteration 20F: 3 clusters Score -811033.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -811133.437500 Penalty: 4324.781250
	Iteration 21Q: 3 clusters Score -811133.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -811235.312500 Penalty: 4324.781250
	Iteration 22Q: 3 clusters Score -811235.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -811333.250000 Penalty: 4324.781250
	Iteration 23Q: 3 clusters Score -811333.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -811401.500000 Penalty: 4324.781250
	Iteration 24Q: 3 clusters Score -811401.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -811449.562500 Penalty: 4324.781250
	Iteration 25Q: 3 clusters Score -811449.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -811488.937500 Penalty: 4324.781250
	Iteration 26Q: 3 clusters Score -811488.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -811532.375000 Penalty: 4324.781250
	Iteration 27Q: 3 clusters Score -811532.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -811554.500000 Penalty: 4324.781250
	Iteration 28Q: 3 clusters Score -811554.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -811570.375000 Penalty: 4324.781250
	Iteration 29Q: 3 clusters Score -811570.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -811596.312500 Penalty: 4324.781250
	Iteration 30Q: 3 clusters Score -811596.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -811612.500000 Penalty: 4324.781250
	Iteration 31Q: 3 clusters Score -811612.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -811623.125000 Penalty: 4324.781250
	Iteration 32Q: 3 clusters Score -811623.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -811631.875000 Penalty: 4324.781250
	Iteration 33Q: 3 clusters Score -811631.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -811639.187500 Penalty: 4324.781250
	Iteration 34Q: 3 clusters Score -811639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -811639.562500 Penalty: 4324.781250
	Iteration 35Q: 3 clusters Score -811639.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -811640.937500 Penalty: 4324.781250
	Iteration 36Q: 3 clusters Score -811640.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -811643.687500 Penalty: 4324.781250
	Iteration 37Q: 3 clusters Score -811643.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -811644.187500 Penalty: 4324.781250
	Iteration 38Q: 3 clusters Score -811644.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -811645.000000 Penalty: 4324.781250
	Iteration 39Q: 3 clusters Score -811645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -811645.000000 Penalty: 4324.781250
	Iteration 40F: 3 clusters Score -811645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Entering Unmasked Estep 
Score: -5401145.500000 Penalty: 2640.377930
	Iteration 0F: 2 clusters Score -5401146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -5372563.500000 Penalty: 5280.755859
	Iteration 0F: 3 clusters Score -5372564 nChanged 19378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -5383348.000000 Penalty: 5280.755859
	Iteration 1F: 3 clusters Score -5383348 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -5384123.500000 Penalty: 5280.755859
	Iteration 2Q: 3 clusters Score -5384124 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -5385175.000000 Penalty: 5280.755859
	Iteration 3Q: 3 clusters Score -5385175 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -5386722.000000 Penalty: 5280.755859
	Iteration 4F: 3 clusters Score -5386722 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -5389333.500000 Penalty: 5280.755859
	Iteration 5F: 3 clusters Score -5389334 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -5393146.000000 Penalty: 5280.755859
	Iteration 6F: 3 clusters Score -5393146 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -5397376.000000 Penalty: 5280.755859
	Iteration 7F: 3 clusters Score -5397376 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -5400526.500000 Penalty: 5280.755859
	Iteration 8F: 3 clusters Score -5400526 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -5402346.000000 Penalty: 5280.755859
	Iteration 9F: 3 clusters Score -5402346 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -5403426.500000 Penalty: 5280.755859
	Iteration 10Q: 3 clusters Score -5403426 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -5404092.500000 Penalty: 5280.755859
	Iteration 11Q: 3 clusters Score -5404092 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -5404655.500000 Penalty: 5280.755859
	Iteration 12Q: 3 clusters Score -5404656 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -5405090.000000 Penalty: 5280.755859
	Iteration 13Q: 3 clusters Score -5405090 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -5405411.500000 Penalty: 5280.755859
	Iteration 14Q: 3 clusters Score -5405412 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -5405651.000000 Penalty: 5280.755859
	Iteration 15Q: 3 clusters Score -5405651 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -5405829.500000 Penalty: 5280.755859
	Iteration 16Q: 3 clusters Score -5405830 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -5405981.000000 Penalty: 5280.755859
	Iteration 17Q: 3 clusters Score -5405981 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -5406081.000000 Penalty: 5280.755859
	Iteration 18Q: 3 clusters Score -5406081 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -5406133.500000 Penalty: 5280.755859
	Iteration 19Q: 3 clusters Score -5406134 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -5406143.500000 Penalty: 5280.755859
	Iteration 20F: 3 clusters Score -5406144 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -5406225.500000 Penalty: 5280.755859
	Iteration 21Q: 3 clusters Score -5406226 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -5406256.500000 Penalty: 5280.755859
	Iteration 22Q: 3 clusters Score -5406256 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -5406284.500000 Penalty: 5280.755859
	Iteration 23Q: 3 clusters Score -5406284 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -5406311.500000 Penalty: 5280.755859
	Iteration 24Q: 3 clusters Score -5406312 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -5406344.500000 Penalty: 5280.755859
	Iteration 25Q: 3 clusters Score -5406344 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -5406331.000000 Penalty: 5280.755859
	Iteration 26Q: 3 clusters Score -5406331 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -5406338.000000 Penalty: 5280.755859
	Iteration 27Q: 3 clusters Score -5406338 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -5406338.500000 Penalty: 5280.755859
	Iteration 28Q: 3 clusters Score -5406338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -5406344.000000 Penalty: 5280.755859
	Iteration 29Q: 3 clusters Score -5406344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -5406354.500000 Penalty: 5280.755859
	Iteration 30Q: 3 clusters Score -5406354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -5406387.000000 Penalty: 5280.755859
	Iteration 31Q: 3 clusters Score -5406387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -5406361.000000 Penalty: 5280.755859
	Iteration 32Q: 3 clusters Score -5406361 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -5406365.000000 Penalty: 5280.755859
	Iteration 33Q: 3 clusters Score -5406365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -5406366.500000 Penalty: 5280.755859
	Iteration 34Q: 3 clusters Score -5406366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -5406363.000000 Penalty: 5280.755859
	Iteration 35Q: 3 clusters Score -5406363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -5406351.500000 Penalty: 5280.755859
	Iteration 36Q: 3 clusters Score -5406352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -5406353.000000 Penalty: 5280.755859
	Iteration 37Q: 3 clusters Score -5406353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -5406348.500000 Penalty: 5280.755859
	Iteration 38Q: 3 clusters Score -5406348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -5406353.500000 Penalty: 5280.755859
	Iteration 39Q: 3 clusters Score -5406354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -5406357.500000 Penalty: 5280.755859
	Iteration 40F: 3 clusters Score -5406358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 33226 members 
Mstep: Class 4 contains 194041 members 
Mstep: Class 5 contains 57592 members 
Mstep: Class 6 contains 197389 members 
Mstep: Class 7 contains 105252 members 
Mstep: Class 8 contains 90086 members 
Mstep: Class 9 contains 172964 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 11 contains 8191 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 17861 members 
Mstep: Class 14 contains 6306 members 
Mstep: Class 15 contains 809 members 
Mstep: Class 16 contains 69017 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 47603 members 
Mstep: Class 19 contains 15240 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 6120 members 
Mstep: Class 22 contains 24986 members 
Mstep: Class 23 contains 13879 members 
Mstep: Class 24 contains 24355 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 7078 members 
Mstep: Class 27 contains 42302 members 
Mstep: Class 28 contains 450 members 
Mstep: Class 29 contains 7836 members 
Mstep: Class 30 contains 3665 members 
Mstep: Class 31 contains 14173 members 
Mstep: Class 32 contains 17067 members 
Entering Unmasked Estep 
Score: -150671904.000000 Penalty: 111174.281250
Splitting cluster 22 changes total score from -150649328.000000 to -150671904.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 23 (13879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Entering Unmasked Estep 
Score: -1690065.375000 Penalty: 2365.456543
	Iteration 0F: 2 clusters Score -1690065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1679856.625000 Penalty: 4730.913086
	Iteration 0F: 3 clusters Score -1679857 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1683890.125000 Penalty: 4730.913086
	Iteration 1F: 3 clusters Score -1683890 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1685935.125000 Penalty: 4730.913086
	Iteration 2F: 3 clusters Score -1685935 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1689958.375000 Penalty: 4730.913086
	Iteration 3F: 3 clusters Score -1689958 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1693766.500000 Penalty: 4730.913086
	Iteration 4F: 3 clusters Score -1693766 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1696793.375000 Penalty: 4730.913086
	Iteration 5F: 3 clusters Score -1696793 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1698806.875000 Penalty: 4730.913086
	Iteration 6F: 3 clusters Score -1698807 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1700119.625000 Penalty: 4730.913086
	Iteration 7Q: 3 clusters Score -1700120 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1701100.750000 Penalty: 4730.913086
	Iteration 8Q: 3 clusters Score -1701101 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1701723.875000 Penalty: 4730.913086
	Iteration 9Q: 3 clusters Score -1701724 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1701990.875000 Penalty: 4730.913086
	Iteration 10Q: 3 clusters Score -1701991 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1702024.500000 Penalty: 4730.913086
	Iteration 11Q: 3 clusters Score -1702024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1702034.375000 Penalty: 4730.913086
	Iteration 12Q: 3 clusters Score -1702034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1702037.625000 Penalty: 4730.913086
	Iteration 13Q: 3 clusters Score -1702038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1702037.500000 Penalty: 4730.913086
	Iteration 14Q: 3 clusters Score -1702038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1702037.500000 Penalty: 4730.913086
	Iteration 15F: 3 clusters Score -1702038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 33226 members 
Mstep: Class 4 contains 194041 members 
Mstep: Class 5 contains 57592 members 
Mstep: Class 6 contains 197389 members 
Mstep: Class 7 contains 105252 members 
Mstep: Class 8 contains 90086 members 
Mstep: Class 9 contains 172964 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 11 contains 8191 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 17861 members 
Mstep: Class 14 contains 6306 members 
Mstep: Class 15 contains 809 members 
Mstep: Class 16 contains 69017 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 47603 members 
Mstep: Class 19 contains 15240 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 6120 members 
Mstep: Class 22 contains 24986 members 
Mstep: Class 23 contains 11376 members 
Mstep: Class 24 contains 24355 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 7078 members 
Mstep: Class 27 contains 42302 members 
Mstep: Class 28 contains 450 members 
Mstep: Class 29 contains 7836 members 
Mstep: Class 30 contains 3665 members 
Mstep: Class 31 contains 14173 members 
Mstep: Class 32 contains 17067 members 
Mstep: Class 33 contains 2503 members 
Entering Unmasked Estep 
Score: -150683152.000000 Penalty: 114648.476562
Splitting cluster 23 changes total score from -150649328.000000 to -150683152.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 24 (24355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Entering Unmasked Estep 
Score: -3000977.500000 Penalty: 2504.922119
	Iteration 0F: 2 clusters Score -3000978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2984214.250000 Penalty: 5009.844238
	Iteration 0F: 3 clusters Score -2984214 nChanged 10846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2990816.500000 Penalty: 5009.844238
	Iteration 1F: 3 clusters Score -2990816 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2993528.500000 Penalty: 5009.844238
	Iteration 2F: 3 clusters Score -2993528 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2998231.000000 Penalty: 5009.844238
	Iteration 3F: 3 clusters Score -2998231 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -3002697.250000 Penalty: 5009.844238
	Iteration 4F: 3 clusters Score -3002697 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -3004274.250000 Penalty: 5009.844238
	Iteration 5F: 3 clusters Score -3004274 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3004619.000000 Penalty: 5009.844238
	Iteration 6Q: 3 clusters Score -3004619 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -3004692.500000 Penalty: 5009.844238
	Iteration 7Q: 3 clusters Score -3004692 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3004718.500000 Penalty: 5009.844238
	Iteration 8Q: 3 clusters Score -3004718 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3004728.750000 Penalty: 5009.844238
	Iteration 9Q: 3 clusters Score -3004729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -3004738.000000 Penalty: 5009.844238
	Iteration 10Q: 3 clusters Score -3004738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -3004731.000000 Penalty: 5009.844238
	Iteration 11Q: 3 clusters Score -3004731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -3004728.500000 Penalty: 5009.844238
	Iteration 12Q: 3 clusters Score -3004728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3004734.750000 Penalty: 5009.844238
	Iteration 13Q: 3 clusters Score -3004735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3004732.000000 Penalty: 5009.844238
	Iteration 14Q: 3 clusters Score -3004732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3004729.000000 Penalty: 5009.844238
	Iteration 15Q: 3 clusters Score -3004729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -3004730.500000 Penalty: 5009.844238
	Iteration 16Q: 3 clusters Score -3004730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -3004725.750000 Penalty: 5009.844238
	Iteration 17Q: 3 clusters Score -3004726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3004731.750000 Penalty: 5009.844238
	Iteration 18Q: 3 clusters Score -3004732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3004733.500000 Penalty: 5009.844238
	Iteration 19Q: 3 clusters Score -3004734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3004734.000000 Penalty: 5009.844238
	Iteration 20F: 3 clusters Score -3004734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3004730.250000 Penalty: 5009.844238
	Iteration 21Q: 3 clusters Score -3004730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3004730.500000 Penalty: 5009.844238
	Iteration 22Q: 3 clusters Score -3004730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3004730.500000 Penalty: 5009.844238
	Iteration 23F: 3 clusters Score -3004730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 33226 members 
Mstep: Class 4 contains 194041 members 
Mstep: Class 5 contains 57592 members 
Mstep: Class 6 contains 197389 members 
Mstep: Class 7 contains 105252 members 
Mstep: Class 8 contains 90086 members 
Mstep: Class 9 contains 172964 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 11 contains 8191 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 17861 members 
Mstep: Class 14 contains 6306 members 
Mstep: Class 15 contains 809 members 
Mstep: Class 16 contains 69017 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 47603 members 
Mstep: Class 19 contains 15240 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 6120 members 
Mstep: Class 22 contains 24986 members 
Mstep: Class 23 contains 11376 members 
Mstep: Class 24 contains 8263 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 7078 members 
Mstep: Class 27 contains 42302 members 
Mstep: Class 28 contains 450 members 
Mstep: Class 29 contains 7836 members 
Mstep: Class 30 contains 3665 members 
Mstep: Class 31 contains 14173 members 
Mstep: Class 32 contains 17067 members 
Mstep: Class 33 contains 2503 members 
Mstep: Class 34 contains 16092 members 
Entering Unmasked Estep 
Score: -150685664.000000 Penalty: 118122.671875
Splitting cluster 24 changes total score from -150649328.000000 to -150685664.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 33226 members 
Mstep: Class 4 contains 194041 members 
Mstep: Class 5 contains 57592 members 
Mstep: Class 7 contains 105252 members 
Mstep: Class 8 contains 90086 members 
Mstep: Class 9 contains 172964 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 17861 members 
Mstep: Class 14 contains 6306 members 
Mstep: Class 15 contains 809 members 
Mstep: Class 16 contains 69017 members 
Mstep: Class 18 contains 47603 members 
Mstep: Class 19 contains 15240 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 6120 members 
Mstep: Class 22 contains 24986 members 
Mstep: Class 23 contains 11376 members 
Mstep: Class 24 contains 8263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150700848.000000 Penalty: 118122.671875
Iteration 39Q: 35 clusters Score -1.507008e+08 nChanged 27293
Entering Unmasked Mstep 
Mstep: Class 0 contains 1613 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 6479 members 
Mstep: Class 3 contains 32273 members 
Mstep: Class 4 contains 192823 members 
Mstep: Class 5 contains 57466 members 
Mstep: Class 6 contains 196015 members 
Mstep: Class 7 contains 105515 members 
Mstep: Class 8 contains 89770 members 
Mstep: Class 9 contains 176444 members 
Mstep: Class 10 contains 8791 members 
Mstep: Class 11 contains 8764 members 
Mstep: Class 12 contains 395 members 
Mstep: Class 13 contains 17730 members 
Mstep: Class 14 contains 6750 members 
Mstep: Class 15 contains 919 members 
Mstep: Class 16 contains 69788 members 
Mstep: Class 17 contains 5683 members 
Mstep: Class 18 contains 48555 members 
Mstep: Class 19 contains 14901 members 
Mstep: Class 20 contains 4021 members 
Mstep: Class 21 contains 6290 members 
Mstep: Class 22 contains 24380 members 
Mstep: Class 23 contains 11399 members 
Mstep: Class 24 contains 9065 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 6936 members 
Mstep: Class 27 contains 41252 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 8252 members 
Mstep: Class 30 contains 3572 members 
Mstep: Class 31 contains 13086 members 
Mstep: Class 32 contains 16103 members 
Mstep: Class 33 contains 2486 members 
Mstep: Class 34 contains 15619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150716192.000000 Penalty: 118122.671875
Iteration 40F: 35 clusters Score -1.507162e+08 nChanged 20108
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 7036 members 
Mstep: Class 3 contains 30767 members 
Mstep: Class 4 contains 191608 members 
Mstep: Class 5 contains 57327 members 
Mstep: Class 6 contains 195444 members 
Mstep: Class 7 contains 105112 members 
Mstep: Class 8 contains 89030 members 
Mstep: Class 9 contains 175805 members 
Mstep: Class 10 contains 8751 members 
Mstep: Class 11 contains 9631 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 17655 members 
Mstep: Class 14 contains 6942 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 69576 members 
Mstep: Class 17 contains 5877 members 
Mstep: Class 18 contains 48935 members 
Mstep: Class 19 contains 14741 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 6400 members 
Mstep: Class 22 contains 23561 members 
Mstep: Class 23 contains 11403 members 
Mstep: Class 24 contains 9884 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 7312 members 
Mstep: Class 27 contains 41133 members 
Mstep: Class 28 contains 454 members 
Mstep: Class 29 contains 8639 members 
Mstep: Class 30 contains 4235 members 
Mstep: Class 31 contains 13440 members 
Mstep: Class 32 contains 16418 members 
Mstep: Class 33 contains 2679 members 
Mstep: Class 34 contains 16968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150722144.000000 Penalty: 118122.671875
Iteration 41Q: 35 clusters Score -1.507221e+08 nChanged 13222
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 7519 members 
Mstep: Class 3 contains 29556 members 
Mstep: Class 4 contains 190647 members 
Mstep: Class 5 contains 57181 members 
Mstep: Class 6 contains 194806 members 
Mstep: Class 7 contains 104739 members 
Mstep: Class 8 contains 88406 members 
Mstep: Class 9 contains 175754 members 
Mstep: Class 10 contains 8740 members 
Mstep: Class 11 contains 10253 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 17660 members 
Mstep: Class 14 contains 7073 members 
Mstep: Class 15 contains 962 members 
Mstep: Class 16 contains 69416 members 
Mstep: Class 17 contains 5991 members 
Mstep: Class 18 contains 49529 members 
Mstep: Class 19 contains 14674 members 
Mstep: Class 20 contains 3968 members 
Mstep: Class 21 contains 6516 members 
Mstep: Class 22 contains 22854 members 
Mstep: Class 23 contains 11401 members 
Mstep: Class 24 contains 10621 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 7510 members 
Mstep: Class 27 contains 41010 members 
Mstep: Class 28 contains 467 members 
Mstep: Class 29 contains 9029 members 
Mstep: Class 30 contains 4686 members 
Mstep: Class 31 contains 13545 members 
Mstep: Class 32 contains 16505 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 18006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150726480.000000 Penalty: 118122.671875
Iteration 42Q: 35 clusters Score -1.507265e+08 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 7963 members 
Mstep: Class 3 contains 28597 members 
Mstep: Class 4 contains 189825 members 
Mstep: Class 5 contains 56982 members 
Mstep: Class 6 contains 194147 members 
Mstep: Class 7 contains 104424 members 
Mstep: Class 8 contains 87917 members 
Mstep: Class 9 contains 175883 members 
Mstep: Class 10 contains 8720 members 
Mstep: Class 11 contains 10793 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 17684 members 
Mstep: Class 14 contains 7187 members 
Mstep: Class 15 contains 966 members 
Mstep: Class 16 contains 69267 members 
Mstep: Class 17 contains 6099 members 
Mstep: Class 18 contains 50175 members 
Mstep: Class 19 contains 14626 members 
Mstep: Class 20 contains 4000 members 
Mstep: Class 21 contains 6633 members 
Mstep: Class 22 contains 22201 members 
Mstep: Class 23 contains 11446 members 
Mstep: Class 24 contains 11185 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 7644 members 
Mstep: Class 27 contains 40895 members 
Mstep: Class 28 contains 487 members 
Mstep: Class 29 contains 9361 members 
Mstep: Class 30 contains 5019 members 
Mstep: Class 31 contains 13587 members 
Mstep: Class 32 contains 16514 members 
Mstep: Class 33 contains 2723 members 
Mstep: Class 34 contains 18842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150729232.000000 Penalty: 118122.671875
Iteration 43Q: 35 clusters Score -1.507292e+08 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 27797 members 
Mstep: Class 4 contains 189167 members 
Mstep: Class 5 contains 56753 members 
Mstep: Class 6 contains 193544 members 
Mstep: Class 7 contains 104152 members 
Mstep: Class 8 contains 87487 members 
Mstep: Class 9 contains 176131 members 
Mstep: Class 10 contains 8710 members 
Mstep: Class 11 contains 11243 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 17708 members 
Mstep: Class 14 contains 7265 members 
Mstep: Class 15 contains 968 members 
Mstep: Class 16 contains 69125 members 
Mstep: Class 17 contains 6175 members 
Mstep: Class 18 contains 50802 members 
Mstep: Class 19 contains 14590 members 
Mstep: Class 20 contains 4037 members 
Mstep: Class 21 contains 6758 members 
Mstep: Class 22 contains 21655 members 
Mstep: Class 23 contains 11481 members 
Mstep: Class 24 contains 11595 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 7765 members 
Mstep: Class 27 contains 40834 members 
Mstep: Class 28 contains 502 members 
Mstep: Class 29 contains 9629 members 
Mstep: Class 30 contains 5262 members 
Mstep: Class 31 contains 13596 members 
Mstep: Class 32 contains 16476 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 19541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150730944.000000 Penalty: 118122.671875
Iteration 44Q: 35 clusters Score -1.507309e+08 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8732 members 
Mstep: Class 3 contains 27103 members 
Mstep: Class 4 contains 188643 members 
Mstep: Class 5 contains 56512 members 
Mstep: Class 6 contains 192963 members 
Mstep: Class 7 contains 103907 members 
Mstep: Class 8 contains 87130 members 
Mstep: Class 9 contains 176363 members 
Mstep: Class 10 contains 8685 members 
Mstep: Class 11 contains 11655 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 17751 members 
Mstep: Class 14 contains 7340 members 
Mstep: Class 15 contains 969 members 
Mstep: Class 16 contains 68996 members 
Mstep: Class 17 contains 6236 members 
Mstep: Class 18 contains 51430 members 
Mstep: Class 19 contains 14517 members 
Mstep: Class 20 contains 4093 members 
Mstep: Class 21 contains 6871 members 
Mstep: Class 22 contains 21170 members 
Mstep: Class 23 contains 11548 members 
Mstep: Class 24 contains 11881 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 7849 members 
Mstep: Class 27 contains 40771 members 
Mstep: Class 28 contains 514 members 
Mstep: Class 29 contains 9850 members 
Mstep: Class 30 contains 5465 members 
Mstep: Class 31 contains 13610 members 
Mstep: Class 32 contains 16427 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 20137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150733104.000000 Penalty: 118122.671875
Iteration 45Q: 35 clusters Score -1.507331e+08 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 9071 members 
Mstep: Class 3 contains 26505 members 
Mstep: Class 4 contains 188145 members 
Mstep: Class 5 contains 56310 members 
Mstep: Class 6 contains 192414 members 
Mstep: Class 7 contains 103699 members 
Mstep: Class 8 contains 86820 members 
Mstep: Class 9 contains 176497 members 
Mstep: Class 10 contains 8648 members 
Mstep: Class 11 contains 12044 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 17804 members 
Mstep: Class 14 contains 7420 members 
Mstep: Class 15 contains 969 members 
Mstep: Class 16 contains 68877 members 
Mstep: Class 17 contains 6282 members 
Mstep: Class 18 contains 52011 members 
Mstep: Class 19 contains 14423 members 
Mstep: Class 20 contains 4146 members 
Mstep: Class 21 contains 7010 members 
Mstep: Class 22 contains 20729 members 
Mstep: Class 23 contains 11610 members 
Mstep: Class 24 contains 12133 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 7953 members 
Mstep: Class 27 contains 40702 members 
Mstep: Class 28 contains 523 members 
Mstep: Class 29 contains 10043 members 
Mstep: Class 30 contains 5618 members 
Mstep: Class 31 contains 13602 members 
Mstep: Class 32 contains 16359 members 
Mstep: Class 33 contains 2724 members 
Mstep: Class 34 contains 20738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150735136.000000 Penalty: 118122.671875
Iteration 46Q: 35 clusters Score -1.507351e+08 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 9425 members 
Mstep: Class 3 contains 26035 members 
Mstep: Class 4 contains 187660 members 
Mstep: Class 5 contains 56130 members 
Mstep: Class 6 contains 191918 members 
Mstep: Class 7 contains 103539 members 
Mstep: Class 8 contains 86508 members 
Mstep: Class 9 contains 176654 members 
Mstep: Class 10 contains 8625 members 
Mstep: Class 11 contains 12356 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 17832 members 
Mstep: Class 14 contains 7485 members 
Mstep: Class 15 contains 969 members 
Mstep: Class 16 contains 68709 members 
Mstep: Class 17 contains 6317 members 
Mstep: Class 18 contains 52633 members 
Mstep: Class 19 contains 14325 members 
Mstep: Class 20 contains 4203 members 
Mstep: Class 21 contains 7133 members 
Mstep: Class 22 contains 20361 members 
Mstep: Class 23 contains 11670 members 
Mstep: Class 24 contains 12300 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 8063 members 
Mstep: Class 27 contains 40649 members 
Mstep: Class 28 contains 534 members 
Mstep: Class 29 contains 10246 members 
Mstep: Class 30 contains 5728 members 
Mstep: Class 31 contains 13557 members 
Mstep: Class 32 contains 16307 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 21225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150736720.000000 Penalty: 118122.671875
Iteration 47Q: 35 clusters Score -1.507367e+08 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 9758 members 
Mstep: Class 3 contains 25627 members 
Mstep: Class 4 contains 187222 members 
Mstep: Class 5 contains 55919 members 
Mstep: Class 6 contains 191471 members 
Mstep: Class 7 contains 103398 members 
Mstep: Class 8 contains 86253 members 
Mstep: Class 9 contains 176856 members 
Mstep: Class 10 contains 8609 members 
Mstep: Class 11 contains 12679 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 17869 members 
Mstep: Class 14 contains 7549 members 
Mstep: Class 15 contains 966 members 
Mstep: Class 16 contains 68564 members 
Mstep: Class 17 contains 6358 members 
Mstep: Class 18 contains 53202 members 
Mstep: Class 19 contains 14191 members 
Mstep: Class 20 contains 4267 members 
Mstep: Class 21 contains 7249 members 
Mstep: Class 22 contains 19999 members 
Mstep: Class 23 contains 11728 members 
Mstep: Class 24 contains 12416 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 8157 members 
Mstep: Class 27 contains 40558 members 
Mstep: Class 28 contains 544 members 
Mstep: Class 29 contains 10410 members 
Mstep: Class 30 contains 5830 members 
Mstep: Class 31 contains 13544 members 
Mstep: Class 32 contains 16246 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 21650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150737488.000000 Penalty: 118122.671875
Iteration 48Q: 35 clusters Score -1.507375e+08 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 25221 members 
Mstep: Class 4 contains 186830 members 
Mstep: Class 5 contains 55717 members 
Mstep: Class 6 contains 191087 members 
Mstep: Class 7 contains 103279 members 
Mstep: Class 8 contains 86010 members 
Mstep: Class 9 contains 177039 members 
Mstep: Class 10 contains 8587 members 
Mstep: Class 11 contains 12998 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 17898 members 
Mstep: Class 14 contains 7615 members 
Mstep: Class 15 contains 968 members 
Mstep: Class 16 contains 68440 members 
Mstep: Class 17 contains 6392 members 
Mstep: Class 18 contains 53806 members 
Mstep: Class 19 contains 14028 members 
Mstep: Class 20 contains 4331 members 
Mstep: Class 21 contains 7355 members 
Mstep: Class 22 contains 19664 members 
Mstep: Class 23 contains 11787 members 
Mstep: Class 24 contains 12485 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 8237 members 
Mstep: Class 27 contains 40467 members 
Mstep: Class 28 contains 556 members 
Mstep: Class 29 contains 10568 members 
Mstep: Class 30 contains 5926 members 
Mstep: Class 31 contains 13525 members 
Mstep: Class 32 contains 16183 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 22005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150738224.000000 Penalty: 118122.671875
Iteration 49Q: 35 clusters Score -1.507382e+08 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 10374 members 
Mstep: Class 3 contains 24871 members 
Mstep: Class 4 contains 186484 members 
Mstep: Class 5 contains 55505 members 
Mstep: Class 6 contains 190741 members 
Mstep: Class 7 contains 103180 members 
Mstep: Class 8 contains 85754 members 
Mstep: Class 9 contains 177234 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 13271 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 17929 members 
Mstep: Class 14 contains 7677 members 
Mstep: Class 15 contains 968 members 
Mstep: Class 16 contains 68342 members 
Mstep: Class 17 contains 6420 members 
Mstep: Class 18 contains 54393 members 
Mstep: Class 19 contains 13856 members 
Mstep: Class 20 contains 4368 members 
Mstep: Class 21 contains 7469 members 
Mstep: Class 22 contains 19370 members 
Mstep: Class 23 contains 11856 members 
Mstep: Class 24 contains 12536 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 8274 members 
Mstep: Class 27 contains 40363 members 
Mstep: Class 28 contains 564 members 
Mstep: Class 29 contains 10735 members 
Mstep: Class 30 contains 6023 members 
Mstep: Class 31 contains 13510 members 
Mstep: Class 32 contains 16128 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 22300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150739264.000000 Penalty: 118122.671875
Iteration 50Q: 35 clusters Score -1.507393e+08 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 10645 members 
Mstep: Class 3 contains 24555 members 
Mstep: Class 4 contains 186174 members 
Mstep: Class 5 contains 55290 members 
Mstep: Class 6 contains 190450 members 
Mstep: Class 7 contains 103088 members 
Mstep: Class 8 contains 85521 members 
Mstep: Class 9 contains 177424 members 
Mstep: Class 10 contains 8570 members 
Mstep: Class 11 contains 13530 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 17972 members 
Mstep: Class 14 contains 7724 members 
Mstep: Class 15 contains 969 members 
Mstep: Class 16 contains 68262 members 
Mstep: Class 17 contains 6442 members 
Mstep: Class 18 contains 54952 members 
Mstep: Class 19 contains 13671 members 
Mstep: Class 20 contains 4415 members 
Mstep: Class 21 contains 7552 members 
Mstep: Class 22 contains 19108 members 
Mstep: Class 23 contains 11901 members 
Mstep: Class 24 contains 12580 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 8294 members 
Mstep: Class 27 contains 40276 members 
Mstep: Class 28 contains 572 members 
Mstep: Class 29 contains 10885 members 
Mstep: Class 30 contains 6102 members 
Mstep: Class 31 contains 13480 members 
Mstep: Class 32 contains 16062 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 22581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150740048.000000 Penalty: 118122.671875
Iteration 51Q: 35 clusters Score -1.5074e+08 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 10911 members 
Mstep: Class 3 contains 24241 members 
Mstep: Class 4 contains 185852 members 
Mstep: Class 5 contains 55057 members 
Mstep: Class 6 contains 190183 members 
Mstep: Class 7 contains 103000 members 
Mstep: Class 8 contains 85335 members 
Mstep: Class 9 contains 177664 members 
Mstep: Class 10 contains 8559 members 
Mstep: Class 11 contains 13781 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 18014 members 
Mstep: Class 14 contains 7768 members 
Mstep: Class 15 contains 966 members 
Mstep: Class 16 contains 68190 members 
Mstep: Class 17 contains 6462 members 
Mstep: Class 18 contains 55493 members 
Mstep: Class 19 contains 13499 members 
Mstep: Class 20 contains 4449 members 
Mstep: Class 21 contains 7634 members 
Mstep: Class 22 contains 18855 members 
Mstep: Class 23 contains 11933 members 
Mstep: Class 24 contains 12621 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 8303 members 
Mstep: Class 27 contains 40187 members 
Mstep: Class 28 contains 580 members 
Mstep: Class 29 contains 11041 members 
Mstep: Class 30 contains 6181 members 
Mstep: Class 31 contains 13492 members 
Mstep: Class 32 contains 15996 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 22783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150740624.000000 Penalty: 118122.671875
Iteration 52Q: 35 clusters Score -1.507406e+08 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 11147 members 
Mstep: Class 3 contains 23966 members 
Mstep: Class 4 contains 185560 members 
Mstep: Class 5 contains 54854 members 
Mstep: Class 6 contains 189944 members 
Mstep: Class 7 contains 102921 members 
Mstep: Class 8 contains 85149 members 
Mstep: Class 9 contains 177811 members 
Mstep: Class 10 contains 8554 members 
Mstep: Class 11 contains 13975 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 18056 members 
Mstep: Class 14 contains 7812 members 
Mstep: Class 15 contains 965 members 
Mstep: Class 16 contains 68124 members 
Mstep: Class 17 contains 6475 members 
Mstep: Class 18 contains 56025 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 4483 members 
Mstep: Class 21 contains 7741 members 
Mstep: Class 22 contains 18663 members 
Mstep: Class 23 contains 11972 members 
Mstep: Class 24 contains 12662 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 8282 members 
Mstep: Class 27 contains 40092 members 
Mstep: Class 28 contains 589 members 
Mstep: Class 29 contains 11209 members 
Mstep: Class 30 contains 6245 members 
Mstep: Class 31 contains 13487 members 
Mstep: Class 32 contains 15944 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 22978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150741664.000000 Penalty: 118122.671875
Iteration 53Q: 35 clusters Score -1.507417e+08 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 11360 members 
Mstep: Class 3 contains 23703 members 
Mstep: Class 4 contains 185286 members 
Mstep: Class 5 contains 54674 members 
Mstep: Class 6 contains 189700 members 
Mstep: Class 7 contains 102846 members 
Mstep: Class 8 contains 84965 members 
Mstep: Class 9 contains 177969 members 
Mstep: Class 10 contains 8550 members 
Mstep: Class 11 contains 14151 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 18107 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 68057 members 
Mstep: Class 17 contains 6486 members 
Mstep: Class 18 contains 56587 members 
Mstep: Class 19 contains 13124 members 
Mstep: Class 20 contains 4503 members 
Mstep: Class 21 contains 7840 members 
Mstep: Class 22 contains 18480 members 
Mstep: Class 23 contains 11983 members 
Mstep: Class 24 contains 12708 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 8247 members 
Mstep: Class 27 contains 40014 members 
Mstep: Class 28 contains 590 members 
Mstep: Class 29 contains 11391 members 
Mstep: Class 30 contains 6312 members 
Mstep: Class 31 contains 13506 members 
Mstep: Class 32 contains 15904 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 23133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150743088.000000 Penalty: 118122.671875
Iteration 54Q: 35 clusters Score -1.507431e+08 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 11546 members 
Mstep: Class 3 contains 23443 members 
Mstep: Class 4 contains 185018 members 
Mstep: Class 5 contains 54519 members 
Mstep: Class 6 contains 189509 members 
Mstep: Class 7 contains 102773 members 
Mstep: Class 8 contains 84813 members 
Mstep: Class 9 contains 178071 members 
Mstep: Class 10 contains 8549 members 
Mstep: Class 11 contains 14280 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 18150 members 
Mstep: Class 14 contains 7870 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 68000 members 
Mstep: Class 17 contains 6503 members 
Mstep: Class 18 contains 57180 members 
Mstep: Class 19 contains 12902 members 
Mstep: Class 20 contains 4520 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 18336 members 
Mstep: Class 23 contains 11997 members 
Mstep: Class 24 contains 12752 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 8228 members 
Mstep: Class 27 contains 39925 members 
Mstep: Class 28 contains 592 members 
Mstep: Class 29 contains 11579 members 
Mstep: Class 30 contains 6375 members 
Mstep: Class 31 contains 13483 members 
Mstep: Class 32 contains 15867 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 23274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150743808.000000 Penalty: 118122.671875
Iteration 55Q: 35 clusters Score -1.507438e+08 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 11702 members 
Mstep: Class 3 contains 23166 members 
Mstep: Class 4 contains 184788 members 
Mstep: Class 5 contains 54381 members 
Mstep: Class 6 contains 189323 members 
Mstep: Class 7 contains 102686 members 
Mstep: Class 8 contains 84655 members 
Mstep: Class 9 contains 178245 members 
Mstep: Class 10 contains 8541 members 
Mstep: Class 11 contains 14393 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 18155 members 
Mstep: Class 14 contains 7896 members 
Mstep: Class 15 contains 963 members 
Mstep: Class 16 contains 67923 members 
Mstep: Class 17 contains 6528 members 
Mstep: Class 18 contains 57799 members 
Mstep: Class 19 contains 12689 members 
Mstep: Class 20 contains 4548 members 
Mstep: Class 21 contains 8025 members 
Mstep: Class 22 contains 18203 members 
Mstep: Class 23 contains 12018 members 
Mstep: Class 24 contains 12789 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 8219 members 
Mstep: Class 27 contains 39810 members 
Mstep: Class 28 contains 593 members 
Mstep: Class 29 contains 11784 members 
Mstep: Class 30 contains 6450 members 
Mstep: Class 31 contains 13471 members 
Mstep: Class 32 contains 15821 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 23374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150743888.000000 Penalty: 118122.671875
Iteration 56Q: 35 clusters Score -1.507439e+08 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 11876 members 
Mstep: Class 3 contains 22933 members 
Mstep: Class 4 contains 184596 members 
Mstep: Class 5 contains 54238 members 
Mstep: Class 6 contains 189176 members 
Mstep: Class 7 contains 102596 members 
Mstep: Class 8 contains 84507 members 
Mstep: Class 9 contains 178445 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 14482 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 18164 members 
Mstep: Class 14 contains 7914 members 
Mstep: Class 15 contains 962 members 
Mstep: Class 16 contains 67832 members 
Mstep: Class 17 contains 6535 members 
Mstep: Class 18 contains 58306 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 4565 members 
Mstep: Class 21 contains 8103 members 
Mstep: Class 22 contains 18070 members 
Mstep: Class 23 contains 12046 members 
Mstep: Class 24 contains 12809 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 8279 members 
Mstep: Class 27 contains 39701 members 
Mstep: Class 28 contains 597 members 
Mstep: Class 29 contains 11962 members 
Mstep: Class 30 contains 6518 members 
Mstep: Class 31 contains 13432 members 
Mstep: Class 32 contains 15777 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 23463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150745008.000000 Penalty: 118122.671875
Iteration 57Q: 35 clusters Score -1.50745e+08 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 12047 members 
Mstep: Class 3 contains 22661 members 
Mstep: Class 4 contains 184361 members 
Mstep: Class 5 contains 54129 members 
Mstep: Class 6 contains 189029 members 
Mstep: Class 7 contains 102534 members 
Mstep: Class 8 contains 84372 members 
Mstep: Class 9 contains 178646 members 
Mstep: Class 10 contains 8544 members 
Mstep: Class 11 contains 14548 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 18160 members 
Mstep: Class 14 contains 7930 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 67752 members 
Mstep: Class 17 contains 6554 members 
Mstep: Class 18 contains 58808 members 
Mstep: Class 19 contains 12218 members 
Mstep: Class 20 contains 4567 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 17975 members 
Mstep: Class 23 contains 12071 members 
Mstep: Class 24 contains 12828 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 8387 members 
Mstep: Class 27 contains 39584 members 
Mstep: Class 28 contains 598 members 
Mstep: Class 29 contains 12112 members 
Mstep: Class 30 contains 6575 members 
Mstep: Class 31 contains 13433 members 
Mstep: Class 32 contains 15738 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 23545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150745632.000000 Penalty: 118122.671875
Iteration 58Q: 35 clusters Score -1.507456e+08 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 22407 members 
Mstep: Class 4 contains 184168 members 
Mstep: Class 5 contains 54028 members 
Mstep: Class 6 contains 188841 members 
Mstep: Class 7 contains 102476 members 
Mstep: Class 8 contains 84233 members 
Mstep: Class 9 contains 178771 members 
Mstep: Class 10 contains 8542 members 
Mstep: Class 11 contains 14601 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 18157 members 
Mstep: Class 14 contains 7941 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 67698 members 
Mstep: Class 17 contains 6567 members 
Mstep: Class 18 contains 59343 members 
Mstep: Class 19 contains 11957 members 
Mstep: Class 20 contains 4567 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 17911 members 
Mstep: Class 23 contains 12096 members 
Mstep: Class 24 contains 12839 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 8510 members 
Mstep: Class 27 contains 39478 members 
Mstep: Class 28 contains 593 members 
Mstep: Class 29 contains 12220 members 
Mstep: Class 30 contains 6634 members 
Mstep: Class 31 contains 13429 members 
Mstep: Class 32 contains 15715 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 23611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150746208.000000 Penalty: 118122.671875
Iteration 59Q: 35 clusters Score -1.507462e+08 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 12425 members 
Mstep: Class 3 contains 22211 members 
Mstep: Class 4 contains 183967 members 
Mstep: Class 5 contains 53953 members 
Mstep: Class 6 contains 188635 members 
Mstep: Class 7 contains 102419 members 
Mstep: Class 8 contains 84070 members 
Mstep: Class 9 contains 178886 members 
Mstep: Class 10 contains 8545 members 
Mstep: Class 11 contains 14644 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 18150 members 
Mstep: Class 14 contains 7968 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 67654 members 
Mstep: Class 17 contains 6575 members 
Mstep: Class 18 contains 59867 members 
Mstep: Class 19 contains 11727 members 
Mstep: Class 20 contains 4559 members 
Mstep: Class 21 contains 8332 members 
Mstep: Class 22 contains 17849 members 
Mstep: Class 23 contains 12108 members 
Mstep: Class 24 contains 12853 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 8627 members 
Mstep: Class 27 contains 39365 members 
Mstep: Class 28 contains 582 members 
Mstep: Class 29 contains 12309 members 
Mstep: Class 30 contains 6689 members 
Mstep: Class 31 contains 13423 members 
Mstep: Class 32 contains 15689 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 23673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150746944.000000 Penalty: 118122.671875
Iteration 60F: 35 clusters Score -1.507469e+08 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 1602 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 12659 members 
Mstep: Class 3 contains 21944 members 
Mstep: Class 4 contains 183780 members 
Mstep: Class 5 contains 53864 members 
Mstep: Class 6 contains 188418 members 
Mstep: Class 7 contains 102368 members 
Mstep: Class 8 contains 83910 members 
Mstep: Class 9 contains 179038 members 
Mstep: Class 10 contains 8549 members 
Mstep: Class 11 contains 14786 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 18151 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 67631 members 
Mstep: Class 17 contains 6587 members 
Mstep: Class 18 contains 60334 members 
Mstep: Class 19 contains 11499 members 
Mstep: Class 20 contains 4556 members 
Mstep: Class 21 contains 8394 members 
Mstep: Class 22 contains 17697 members 
Mstep: Class 23 contains 12124 members 
Mstep: Class 24 contains 12871 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 8758 members 
Mstep: Class 27 contains 39260 members 
Mstep: Class 28 contains 571 members 
Mstep: Class 29 contains 12383 members 
Mstep: Class 30 contains 6798 members 
Mstep: Class 31 contains 13400 members 
Mstep: Class 32 contains 15650 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 23720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150747600.000000 Penalty: 118122.671875
Iteration 61Q: 35 clusters Score -1.507476e+08 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 12887 members 
Mstep: Class 3 contains 21707 members 
Mstep: Class 4 contains 183617 members 
Mstep: Class 5 contains 53786 members 
Mstep: Class 6 contains 188162 members 
Mstep: Class 7 contains 102298 members 
Mstep: Class 8 contains 83754 members 
Mstep: Class 9 contains 179152 members 
Mstep: Class 10 contains 8552 members 
Mstep: Class 11 contains 14938 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 18143 members 
Mstep: Class 14 contains 8022 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 67619 members 
Mstep: Class 17 contains 6602 members 
Mstep: Class 18 contains 60773 members 
Mstep: Class 19 contains 11304 members 
Mstep: Class 20 contains 4554 members 
Mstep: Class 21 contains 8459 members 
Mstep: Class 22 contains 17545 members 
Mstep: Class 23 contains 12132 members 
Mstep: Class 24 contains 12893 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 8883 members 
Mstep: Class 27 contains 39149 members 
Mstep: Class 28 contains 563 members 
Mstep: Class 29 contains 12460 members 
Mstep: Class 30 contains 6935 members 
Mstep: Class 31 contains 13396 members 
Mstep: Class 32 contains 15611 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 23771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150747712.000000 Penalty: 118122.671875
Iteration 62Q: 35 clusters Score -1.507477e+08 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 13135 members 
Mstep: Class 3 contains 21449 members 
Mstep: Class 4 contains 183464 members 
Mstep: Class 5 contains 53700 members 
Mstep: Class 6 contains 187891 members 
Mstep: Class 7 contains 102241 members 
Mstep: Class 8 contains 83638 members 
Mstep: Class 9 contains 179232 members 
Mstep: Class 10 contains 8555 members 
Mstep: Class 11 contains 15071 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 18139 members 
Mstep: Class 14 contains 8042 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 67593 members 
Mstep: Class 17 contains 6610 members 
Mstep: Class 18 contains 61168 members 
Mstep: Class 19 contains 11130 members 
Mstep: Class 20 contains 4555 members 
Mstep: Class 21 contains 8526 members 
Mstep: Class 22 contains 17402 members 
Mstep: Class 23 contains 12149 members 
Mstep: Class 24 contains 12915 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 9001 members 
Mstep: Class 27 contains 39053 members 
Mstep: Class 28 contains 553 members 
Mstep: Class 29 contains 12530 members 
Mstep: Class 30 contains 7079 members 
Mstep: Class 31 contains 13392 members 
Mstep: Class 32 contains 15580 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 23841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150748288.000000 Penalty: 118122.671875
Iteration 63Q: 35 clusters Score -1.507483e+08 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 13410 members 
Mstep: Class 3 contains 21211 members 
Mstep: Class 4 contains 183343 members 
Mstep: Class 5 contains 53609 members 
Mstep: Class 6 contains 187608 members 
Mstep: Class 7 contains 102208 members 
Mstep: Class 8 contains 83501 members 
Mstep: Class 9 contains 179314 members 
Mstep: Class 10 contains 8557 members 
Mstep: Class 11 contains 15184 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 18136 members 
Mstep: Class 14 contains 8064 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 67584 members 
Mstep: Class 17 contains 6623 members 
Mstep: Class 18 contains 61551 members 
Mstep: Class 19 contains 10938 members 
Mstep: Class 20 contains 4545 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 17267 members 
Mstep: Class 23 contains 12178 members 
Mstep: Class 24 contains 12902 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 9117 members 
Mstep: Class 27 contains 38965 members 
Mstep: Class 28 contains 544 members 
Mstep: Class 29 contains 12602 members 
Mstep: Class 30 contains 7189 members 
Mstep: Class 31 contains 13403 members 
Mstep: Class 32 contains 15555 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 23898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150748400.000000 Penalty: 118122.671875
Iteration 64Q: 35 clusters Score -1.507484e+08 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 13685 members 
Mstep: Class 3 contains 21025 members 
Mstep: Class 4 contains 183189 members 
Mstep: Class 5 contains 53495 members 
Mstep: Class 6 contains 187372 members 
Mstep: Class 7 contains 102179 members 
Mstep: Class 8 contains 83347 members 
Mstep: Class 9 contains 179455 members 
Mstep: Class 10 contains 8557 members 
Mstep: Class 11 contains 15288 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 18138 members 
Mstep: Class 14 contains 8089 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 67560 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 61987 members 
Mstep: Class 19 contains 10705 members 
Mstep: Class 20 contains 4535 members 
Mstep: Class 21 contains 8644 members 
Mstep: Class 22 contains 17130 members 
Mstep: Class 23 contains 12198 members 
Mstep: Class 24 contains 12889 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 9234 members 
Mstep: Class 27 contains 38867 members 
Mstep: Class 28 contains 534 members 
Mstep: Class 29 contains 12668 members 
Mstep: Class 30 contains 7276 members 
Mstep: Class 31 contains 13399 members 
Mstep: Class 32 contains 15525 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 23955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150749168.000000 Penalty: 118122.671875
Iteration 65Q: 35 clusters Score -1.507492e+08 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 13980 members 
Mstep: Class 3 contains 20829 members 
Mstep: Class 4 contains 183053 members 
Mstep: Class 5 contains 53389 members 
Mstep: Class 6 contains 187124 members 
Mstep: Class 7 contains 102143 members 
Mstep: Class 8 contains 83194 members 
Mstep: Class 9 contains 179583 members 
Mstep: Class 10 contains 8554 members 
Mstep: Class 11 contains 15374 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 18134 members 
Mstep: Class 14 contains 8116 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 67557 members 
Mstep: Class 17 contains 6651 members 
Mstep: Class 18 contains 62380 members 
Mstep: Class 19 contains 10470 members 
Mstep: Class 20 contains 4537 members 
Mstep: Class 21 contains 8710 members 
Mstep: Class 22 contains 17028 members 
Mstep: Class 23 contains 12220 members 
Mstep: Class 24 contains 12861 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 9346 members 
Mstep: Class 27 contains 38777 members 
Mstep: Class 28 contains 529 members 
Mstep: Class 29 contains 12728 members 
Mstep: Class 30 contains 7358 members 
Mstep: Class 31 contains 13377 members 
Mstep: Class 32 contains 15496 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 24009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150749648.000000 Penalty: 118122.671875
Iteration 66Q: 35 clusters Score -1.507496e+08 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 14256 members 
Mstep: Class 3 contains 20668 members 
Mstep: Class 4 contains 182926 members 
Mstep: Class 5 contains 53306 members 
Mstep: Class 6 contains 186872 members 
Mstep: Class 7 contains 102109 members 
Mstep: Class 8 contains 83035 members 
Mstep: Class 9 contains 179687 members 
Mstep: Class 10 contains 8563 members 
Mstep: Class 11 contains 15450 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 18136 members 
Mstep: Class 14 contains 8149 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 67538 members 
Mstep: Class 17 contains 6665 members 
Mstep: Class 18 contains 62707 members 
Mstep: Class 19 contains 10277 members 
Mstep: Class 20 contains 4542 members 
Mstep: Class 21 contains 8779 members 
Mstep: Class 22 contains 16928 members 
Mstep: Class 23 contains 12249 members 
Mstep: Class 24 contains 12858 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 9453 members 
Mstep: Class 27 contains 38689 members 
Mstep: Class 28 contains 520 members 
Mstep: Class 29 contains 12782 members 
Mstep: Class 30 contains 7435 members 
Mstep: Class 31 contains 13363 members 
Mstep: Class 32 contains 15469 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 24064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150749968.000000 Penalty: 118122.671875
Iteration 67Q: 35 clusters Score -1.5075e+08 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 14549 members 
Mstep: Class 3 contains 20532 members 
Mstep: Class 4 contains 182802 members 
Mstep: Class 5 contains 53219 members 
Mstep: Class 6 contains 186612 members 
Mstep: Class 7 contains 102066 members 
Mstep: Class 8 contains 82891 members 
Mstep: Class 9 contains 179800 members 
Mstep: Class 10 contains 8566 members 
Mstep: Class 11 contains 15518 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 18139 members 
Mstep: Class 14 contains 8173 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 67536 members 
Mstep: Class 17 contains 6686 members 
Mstep: Class 18 contains 63015 members 
Mstep: Class 19 contains 10111 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 8829 members 
Mstep: Class 22 contains 16815 members 
Mstep: Class 23 contains 12282 members 
Mstep: Class 24 contains 12848 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 9546 members 
Mstep: Class 27 contains 38615 members 
Mstep: Class 28 contains 510 members 
Mstep: Class 29 contains 12820 members 
Mstep: Class 30 contains 7504 members 
Mstep: Class 31 contains 13356 members 
Mstep: Class 32 contains 15445 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 24104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150750480.000000 Penalty: 118122.671875
Iteration 68Q: 35 clusters Score -1.507505e+08 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 14790 members 
Mstep: Class 3 contains 20429 members 
Mstep: Class 4 contains 182670 members 
Mstep: Class 5 contains 53141 members 
Mstep: Class 6 contains 186388 members 
Mstep: Class 7 contains 102025 members 
Mstep: Class 8 contains 82776 members 
Mstep: Class 9 contains 179905 members 
Mstep: Class 10 contains 8570 members 
Mstep: Class 11 contains 15576 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 8189 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 67545 members 
Mstep: Class 17 contains 6695 members 
Mstep: Class 18 contains 63327 members 
Mstep: Class 19 contains 9947 members 
Mstep: Class 20 contains 4552 members 
Mstep: Class 21 contains 8888 members 
Mstep: Class 22 contains 16716 members 
Mstep: Class 23 contains 12298 members 
Mstep: Class 24 contains 12832 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 9664 members 
Mstep: Class 27 contains 38526 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 12850 members 
Mstep: Class 30 contains 7573 members 
Mstep: Class 31 contains 13328 members 
Mstep: Class 32 contains 15431 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 24142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150751040.000000 Penalty: 118122.671875
Iteration 69Q: 35 clusters Score -1.50751e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 15025 members 
Mstep: Class 3 contains 20353 members 
Mstep: Class 4 contains 182562 members 
Mstep: Class 5 contains 53068 members 
Mstep: Class 6 contains 186203 members 
Mstep: Class 7 contains 101997 members 
Mstep: Class 8 contains 82664 members 
Mstep: Class 9 contains 180017 members 
Mstep: Class 10 contains 8573 members 
Mstep: Class 11 contains 15621 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 18141 members 
Mstep: Class 14 contains 8202 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 67549 members 
Mstep: Class 17 contains 6707 members 
Mstep: Class 18 contains 63594 members 
Mstep: Class 19 contains 9770 members 
Mstep: Class 20 contains 4551 members 
Mstep: Class 21 contains 8922 members 
Mstep: Class 22 contains 16630 members 
Mstep: Class 23 contains 12318 members 
Mstep: Class 24 contains 12822 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 9761 members 
Mstep: Class 27 contains 38451 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 12883 members 
Mstep: Class 30 contains 7642 members 
Mstep: Class 31 contains 13304 members 
Mstep: Class 32 contains 15415 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 24177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150751232.000000 Penalty: 118122.671875
Iteration 70Q: 35 clusters Score -1.507512e+08 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 15290 members 
Mstep: Class 3 contains 20271 members 
Mstep: Class 4 contains 182469 members 
Mstep: Class 5 contains 53011 members 
Mstep: Class 6 contains 185960 members 
Mstep: Class 7 contains 101953 members 
Mstep: Class 8 contains 82548 members 
Mstep: Class 9 contains 180100 members 
Mstep: Class 10 contains 8567 members 
Mstep: Class 11 contains 15666 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 18148 members 
Mstep: Class 14 contains 8212 members 
Mstep: Class 15 contains 959 members 
Mstep: Class 16 contains 67555 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 63836 members 
Mstep: Class 19 contains 9610 members 
Mstep: Class 20 contains 4553 members 
Mstep: Class 21 contains 8962 members 
Mstep: Class 22 contains 16565 members 
Mstep: Class 23 contains 12329 members 
Mstep: Class 24 contains 12842 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 9852 members 
Mstep: Class 27 contains 38375 members 
Mstep: Class 28 contains 496 members 
Mstep: Class 29 contains 12917 members 
Mstep: Class 30 contains 7707 members 
Mstep: Class 31 contains 13288 members 
Mstep: Class 32 contains 15404 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150751312.000000 Penalty: 118122.671875
Iteration 71Q: 35 clusters Score -1.507513e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 15533 members 
Mstep: Class 3 contains 20195 members 
Mstep: Class 4 contains 182347 members 
Mstep: Class 5 contains 52949 members 
Mstep: Class 6 contains 185734 members 
Mstep: Class 7 contains 101922 members 
Mstep: Class 8 contains 82441 members 
Mstep: Class 9 contains 180220 members 
Mstep: Class 10 contains 8565 members 
Mstep: Class 11 contains 15699 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 18156 members 
Mstep: Class 14 contains 8233 members 
Mstep: Class 15 contains 959 members 
Mstep: Class 16 contains 67571 members 
Mstep: Class 17 contains 6732 members 
Mstep: Class 18 contains 64065 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 20 contains 4552 members 
Mstep: Class 21 contains 9016 members 
Mstep: Class 22 contains 16501 members 
Mstep: Class 23 contains 12343 members 
Mstep: Class 24 contains 12852 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 9931 members 
Mstep: Class 27 contains 38299 members 
Mstep: Class 28 contains 492 members 
Mstep: Class 29 contains 12939 members 
Mstep: Class 30 contains 7770 members 
Mstep: Class 31 contains 13282 members 
Mstep: Class 32 contains 15394 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 24238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150751440.000000 Penalty: 118122.671875
Iteration 72Q: 35 clusters Score -1.507514e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 15768 members 
Mstep: Class 3 contains 20134 members 
Mstep: Class 4 contains 182222 members 
Mstep: Class 5 contains 52898 members 
Mstep: Class 6 contains 185505 members 
Mstep: Class 7 contains 101906 members 
Mstep: Class 8 contains 82316 members 
Mstep: Class 9 contains 180330 members 
Mstep: Class 10 contains 8563 members 
Mstep: Class 11 contains 15728 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 18160 members 
Mstep: Class 14 contains 8252 members 
Mstep: Class 15 contains 959 members 
Mstep: Class 16 contains 67591 members 
Mstep: Class 17 contains 6750 members 
Mstep: Class 18 contains 64330 members 
Mstep: Class 19 contains 9277 members 
Mstep: Class 20 contains 4551 members 
Mstep: Class 21 contains 9062 members 
Mstep: Class 22 contains 16439 members 
Mstep: Class 23 contains 12350 members 
Mstep: Class 24 contains 12852 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 10001 members 
Mstep: Class 27 contains 38233 members 
Mstep: Class 28 contains 491 members 
Mstep: Class 29 contains 12959 members 
Mstep: Class 30 contains 7822 members 
Mstep: Class 31 contains 13283 members 
Mstep: Class 32 contains 15389 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 24267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150751328.000000 Penalty: 118122.671875
Iteration 73Q: 35 clusters Score -1.507513e+08 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 15992 members 
Mstep: Class 3 contains 20106 members 
Mstep: Class 4 contains 182104 members 
Mstep: Class 5 contains 52840 members 
Mstep: Class 6 contains 185316 members 
Mstep: Class 7 contains 101878 members 
Mstep: Class 8 contains 82178 members 
Mstep: Class 9 contains 180392 members 
Mstep: Class 10 contains 8560 members 
Mstep: Class 11 contains 15755 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 18164 members 
Mstep: Class 14 contains 8274 members 
Mstep: Class 15 contains 958 members 
Mstep: Class 16 contains 67599 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 64589 members 
Mstep: Class 19 contains 9149 members 
Mstep: Class 20 contains 4550 members 
Mstep: Class 21 contains 9096 members 
Mstep: Class 22 contains 16383 members 
Mstep: Class 23 contains 12369 members 
Mstep: Class 24 contains 12853 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 38141 members 
Mstep: Class 28 contains 492 members 
Mstep: Class 29 contains 12971 members 
Mstep: Class 30 contains 7866 members 
Mstep: Class 31 contains 13284 members 
Mstep: Class 32 contains 15384 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150751456.000000 Penalty: 118122.671875
Iteration 74Q: 35 clusters Score -1.507515e+08 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 16205 members 
Mstep: Class 3 contains 20038 members 
Mstep: Class 4 contains 182006 members 
Mstep: Class 5 contains 52780 members 
Mstep: Class 6 contains 185124 members 
Mstep: Class 7 contains 101852 members 
Mstep: Class 8 contains 82081 members 
Mstep: Class 9 contains 180490 members 
Mstep: Class 10 contains 8560 members 
Mstep: Class 11 contains 15771 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 18166 members 
Mstep: Class 14 contains 8291 members 
Mstep: Class 15 contains 958 members 
Mstep: Class 16 contains 67605 members 
Mstep: Class 17 contains 6796 members 
Mstep: Class 18 contains 64801 members 
Mstep: Class 19 contains 9021 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 9130 members 
Mstep: Class 22 contains 16313 members 
Mstep: Class 23 contains 12390 members 
Mstep: Class 24 contains 12860 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 10181 members 
Mstep: Class 27 contains 38067 members 
Mstep: Class 28 contains 490 members 
Mstep: Class 29 contains 12986 members 
Mstep: Class 30 contains 7912 members 
Mstep: Class 31 contains 13286 members 
Mstep: Class 32 contains 15376 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150751952.000000 Penalty: 118122.671875
Iteration 75Q: 35 clusters Score -1.50752e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 16427 members 
Mstep: Class 3 contains 19967 members 
Mstep: Class 4 contains 181923 members 
Mstep: Class 5 contains 52731 members 
Mstep: Class 6 contains 184926 members 
Mstep: Class 7 contains 101828 members 
Mstep: Class 8 contains 81982 members 
Mstep: Class 9 contains 180567 members 
Mstep: Class 10 contains 8562 members 
Mstep: Class 11 contains 15787 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 18168 members 
Mstep: Class 14 contains 8313 members 
Mstep: Class 15 contains 958 members 
Mstep: Class 16 contains 67607 members 
Mstep: Class 17 contains 6818 members 
Mstep: Class 18 contains 64978 members 
Mstep: Class 19 contains 8921 members 
Mstep: Class 20 contains 4551 members 
Mstep: Class 21 contains 9163 members 
Mstep: Class 22 contains 16263 members 
Mstep: Class 23 contains 12404 members 
Mstep: Class 24 contains 12876 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 10289 members 
Mstep: Class 27 contains 37966 members 
Mstep: Class 28 contains 490 members 
Mstep: Class 29 contains 12996 members 
Mstep: Class 30 contains 7953 members 
Mstep: Class 31 contains 13283 members 
Mstep: Class 32 contains 15368 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150752560.000000 Penalty: 118122.671875
Iteration 76Q: 35 clusters Score -1.507526e+08 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 16669 members 
Mstep: Class 3 contains 19928 members 
Mstep: Class 4 contains 181840 members 
Mstep: Class 5 contains 52693 members 
Mstep: Class 6 contains 184725 members 
Mstep: Class 7 contains 101798 members 
Mstep: Class 8 contains 81901 members 
Mstep: Class 9 contains 180617 members 
Mstep: Class 10 contains 8565 members 
Mstep: Class 11 contains 15805 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 18169 members 
Mstep: Class 14 contains 8334 members 
Mstep: Class 15 contains 957 members 
Mstep: Class 16 contains 67604 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 65117 members 
Mstep: Class 19 contains 8807 members 
Mstep: Class 20 contains 4550 members 
Mstep: Class 21 contains 9191 members 
Mstep: Class 22 contains 16222 members 
Mstep: Class 23 contains 12423 members 
Mstep: Class 24 contains 12893 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 10379 members 
Mstep: Class 27 contains 37879 members 
Mstep: Class 28 contains 489 members 
Mstep: Class 29 contains 13015 members 
Mstep: Class 30 contains 8002 members 
Mstep: Class 31 contains 13277 members 
Mstep: Class 32 contains 15357 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150752352.000000 Penalty: 118122.671875
Iteration 77Q: 35 clusters Score -1.507524e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 16893 members 
Mstep: Class 3 contains 19874 members 
Mstep: Class 4 contains 181785 members 
Mstep: Class 5 contains 52655 members 
Mstep: Class 6 contains 184539 members 
Mstep: Class 7 contains 101784 members 
Mstep: Class 8 contains 81811 members 
Mstep: Class 9 contains 180676 members 
Mstep: Class 10 contains 8562 members 
Mstep: Class 11 contains 15821 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 18177 members 
Mstep: Class 14 contains 8370 members 
Mstep: Class 15 contains 958 members 
Mstep: Class 16 contains 67612 members 
Mstep: Class 17 contains 6841 members 
Mstep: Class 18 contains 65254 members 
Mstep: Class 19 contains 8687 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 16177 members 
Mstep: Class 23 contains 12432 members 
Mstep: Class 24 contains 12903 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 10441 members 
Mstep: Class 27 contains 37797 members 
Mstep: Class 28 contains 489 members 
Mstep: Class 29 contains 13030 members 
Mstep: Class 30 contains 8051 members 
Mstep: Class 31 contains 13274 members 
Mstep: Class 32 contains 15350 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150752624.000000 Penalty: 118122.671875
Iteration 78Q: 35 clusters Score -1.507526e+08 nChanged 1403
Entering ConstructFrom: 
Score: -150752624.000000 Penalty: 118122.671875
Entering ConstructFrom: 
Trying to split cluster 1 (8963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Entering Unmasked Estep 
Score: -1096687.375000 Penalty: 2257.013428
	Iteration 0F: 2 clusters Score -1096687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1089703.375000 Penalty: 4514.026855
	Iteration 0F: 3 clusters Score -1089703 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1091704.125000 Penalty: 4514.026855
	Iteration 1F: 3 clusters Score -1091704 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1092069.625000 Penalty: 4514.026855
	Iteration 2F: 3 clusters Score -1092070 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1092392.625000 Penalty: 4514.026855
	Iteration 3F: 3 clusters Score -1092393 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1092684.125000 Penalty: 4514.026855
	Iteration 4F: 3 clusters Score -1092684 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1092965.000000 Penalty: 4514.026855
	Iteration 5Q: 3 clusters Score -1092965 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1093270.750000 Penalty: 4514.026855
	Iteration 6Q: 3 clusters Score -1093271 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1093619.000000 Penalty: 4514.026855
	Iteration 7Q: 3 clusters Score -1093619 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1093959.875000 Penalty: 4514.026855
	Iteration 8Q: 3 clusters Score -1093960 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1094261.625000 Penalty: 4514.026855
	Iteration 9Q: 3 clusters Score -1094262 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1094517.125000 Penalty: 4514.026855
	Iteration 10Q: 3 clusters Score -1094517 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1094762.500000 Penalty: 4514.026855
	Iteration 11Q: 3 clusters Score -1094762 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1094931.750000 Penalty: 4514.026855
	Iteration 12Q: 3 clusters Score -1094932 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1095059.625000 Penalty: 4514.026855
	Iteration 13Q: 3 clusters Score -1095060 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1095201.375000 Penalty: 4514.026855
	Iteration 14Q: 3 clusters Score -1095201 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1095311.250000 Penalty: 4514.026855
	Iteration 15Q: 3 clusters Score -1095311 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1095398.125000 Penalty: 4514.026855
	Iteration 16Q: 3 clusters Score -1095398 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1095470.875000 Penalty: 4514.026855
	Iteration 17Q: 3 clusters Score -1095471 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1095529.375000 Penalty: 4514.026855
	Iteration 18Q: 3 clusters Score -1095529 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1095575.250000 Penalty: 4514.026855
	Iteration 19Q: 3 clusters Score -1095575 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1095613.000000 Penalty: 4514.026855
	Iteration 20F: 3 clusters Score -1095613 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1095636.375000 Penalty: 4514.026855
	Iteration 21Q: 3 clusters Score -1095636 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1095657.500000 Penalty: 4514.026855
	Iteration 22Q: 3 clusters Score -1095658 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1095670.500000 Penalty: 4514.026855
	Iteration 23Q: 3 clusters Score -1095670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1095680.125000 Penalty: 4514.026855
	Iteration 24Q: 3 clusters Score -1095680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1095695.625000 Penalty: 4514.026855
	Iteration 25Q: 3 clusters Score -1095696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1095714.500000 Penalty: 4514.026855
	Iteration 26Q: 3 clusters Score -1095714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1095726.250000 Penalty: 4514.026855
	Iteration 27Q: 3 clusters Score -1095726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1095743.625000 Penalty: 4514.026855
	Iteration 28Q: 3 clusters Score -1095744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1095754.750000 Penalty: 4514.026855
	Iteration 29Q: 3 clusters Score -1095755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1095762.875000 Penalty: 4514.026855
	Iteration 30Q: 3 clusters Score -1095763 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1095775.125000 Penalty: 4514.026855
	Iteration 31Q: 3 clusters Score -1095775 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1095789.500000 Penalty: 4514.026855
	Iteration 32Q: 3 clusters Score -1095790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1095800.250000 Penalty: 4514.026855
	Iteration 33Q: 3 clusters Score -1095800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1095808.875000 Penalty: 4514.026855
	Iteration 34Q: 3 clusters Score -1095809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1095812.500000 Penalty: 4514.026855
	Iteration 35Q: 3 clusters Score -1095812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1095815.250000 Penalty: 4514.026855
	Iteration 36Q: 3 clusters Score -1095815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1095820.125000 Penalty: 4514.026855
	Iteration 37Q: 3 clusters Score -1095820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1095821.500000 Penalty: 4514.026855
	Iteration 38Q: 3 clusters Score -1095822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1095825.500000 Penalty: 4514.026855
	Iteration 39Q: 3 clusters Score -1095826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1095826.375000 Penalty: 4514.026855
	Iteration 40F: 3 clusters Score -1095826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1095827.250000 Penalty: 4514.026855
	Iteration 41Q: 3 clusters Score -1095827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1095826.500000 Penalty: 4514.026855
	Iteration 42Q: 3 clusters Score -1095826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1095827.750000 Penalty: 4514.026855
	Iteration 43Q: 3 clusters Score -1095828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1095826.500000 Penalty: 4514.026855
	Iteration 44Q: 3 clusters Score -1095826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1095826.500000 Penalty: 4514.026855
	Iteration 45F: 3 clusters Score -1095826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Entering Unmasked Estep 
Score: -2175893.750000 Penalty: 2417.866699
	Iteration 0F: 2 clusters Score -2175894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2163706.000000 Penalty: 4835.733398
	Iteration 0F: 3 clusters Score -2163706 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2167718.000000 Penalty: 4835.733398
	Iteration 1F: 3 clusters Score -2167718 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2168261.500000 Penalty: 4835.733398
	Iteration 2F: 3 clusters Score -2168262 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2168841.750000 Penalty: 4835.733398
	Iteration 3F: 3 clusters Score -2168842 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2169541.000000 Penalty: 4835.733398
	Iteration 4F: 3 clusters Score -2169541 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2170215.500000 Penalty: 4835.733398
	Iteration 5F: 3 clusters Score -2170216 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2170909.250000 Penalty: 4835.733398
	Iteration 6F: 3 clusters Score -2170909 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2171477.750000 Penalty: 4835.733398
	Iteration 7F: 3 clusters Score -2171478 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2171911.750000 Penalty: 4835.733398
	Iteration 8Q: 3 clusters Score -2171912 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2172273.500000 Penalty: 4835.733398
	Iteration 9Q: 3 clusters Score -2172274 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2172608.500000 Penalty: 4835.733398
	Iteration 10Q: 3 clusters Score -2172608 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2172949.250000 Penalty: 4835.733398
	Iteration 11Q: 3 clusters Score -2172949 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2173288.750000 Penalty: 4835.733398
	Iteration 12Q: 3 clusters Score -2173289 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2173544.750000 Penalty: 4835.733398
	Iteration 13Q: 3 clusters Score -2173545 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2173715.000000 Penalty: 4835.733398
	Iteration 14Q: 3 clusters Score -2173715 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2173829.000000 Penalty: 4835.733398
	Iteration 15Q: 3 clusters Score -2173829 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2173907.250000 Penalty: 4835.733398
	Iteration 16Q: 3 clusters Score -2173907 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2173966.250000 Penalty: 4835.733398
	Iteration 17Q: 3 clusters Score -2173966 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2174014.500000 Penalty: 4835.733398
	Iteration 18Q: 3 clusters Score -2174014 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2174045.000000 Penalty: 4835.733398
	Iteration 19Q: 3 clusters Score -2174045 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2174078.250000 Penalty: 4835.733398
	Iteration 20F: 3 clusters Score -2174078 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2174097.250000 Penalty: 4835.733398
	Iteration 21Q: 3 clusters Score -2174097 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2174114.000000 Penalty: 4835.733398
	Iteration 22Q: 3 clusters Score -2174114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2174130.000000 Penalty: 4835.733398
	Iteration 23Q: 3 clusters Score -2174130 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2174141.000000 Penalty: 4835.733398
	Iteration 24Q: 3 clusters Score -2174141 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2174162.750000 Penalty: 4835.733398
	Iteration 25Q: 3 clusters Score -2174163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2174175.250000 Penalty: 4835.733398
	Iteration 26Q: 3 clusters Score -2174175 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2174198.250000 Penalty: 4835.733398
	Iteration 27Q: 3 clusters Score -2174198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2174206.000000 Penalty: 4835.733398
	Iteration 28Q: 3 clusters Score -2174206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2174216.500000 Penalty: 4835.733398
	Iteration 29Q: 3 clusters Score -2174216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2174218.750000 Penalty: 4835.733398
	Iteration 30Q: 3 clusters Score -2174219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2174229.250000 Penalty: 4835.733398
	Iteration 31Q: 3 clusters Score -2174229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2174236.000000 Penalty: 4835.733398
	Iteration 32Q: 3 clusters Score -2174236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2174238.000000 Penalty: 4835.733398
	Iteration 33Q: 3 clusters Score -2174238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2174243.250000 Penalty: 4835.733398
	Iteration 34Q: 3 clusters Score -2174243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2174242.750000 Penalty: 4835.733398
	Iteration 35Q: 3 clusters Score -2174243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2174247.250000 Penalty: 4835.733398
	Iteration 36Q: 3 clusters Score -2174247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2174252.250000 Penalty: 4835.733398
	Iteration 37Q: 3 clusters Score -2174252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2174252.750000 Penalty: 4835.733398
	Iteration 38Q: 3 clusters Score -2174253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2174253.000000 Penalty: 4835.733398
	Iteration 39Q: 3 clusters Score -2174253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2174260.000000 Penalty: 4835.733398
	Iteration 40F: 3 clusters Score -2174260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2174262.500000 Penalty: 4835.733398
	Iteration 41Q: 3 clusters Score -2174262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2174266.500000 Penalty: 4835.733398
	Iteration 42Q: 3 clusters Score -2174266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2174271.250000 Penalty: 4835.733398
	Iteration 43Q: 3 clusters Score -2174271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2174273.500000 Penalty: 4835.733398
	Iteration 44Q: 3 clusters Score -2174274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2174272.500000 Penalty: 4835.733398
	Iteration 45Q: 3 clusters Score -2174272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2174271.750000 Penalty: 4835.733398
	Iteration 46Q: 3 clusters Score -2174272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2174272.750000 Penalty: 4835.733398
	Iteration 47Q: 3 clusters Score -2174273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2174274.500000 Penalty: 4835.733398
	Iteration 48Q: 3 clusters Score -2174274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2174275.500000 Penalty: 4835.733398
	Iteration 49Q: 3 clusters Score -2174276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2174274.750000 Penalty: 4835.733398
	Iteration 50Q: 3 clusters Score -2174275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2174280.500000 Penalty: 4835.733398
	Iteration 51Q: 3 clusters Score -2174280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2174281.250000 Penalty: 4835.733398
	Iteration 52Q: 3 clusters Score -2174281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2174284.000000 Penalty: 4835.733398
	Iteration 53Q: 3 clusters Score -2174284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2174285.250000 Penalty: 4835.733398
	Iteration 54Q: 3 clusters Score -2174285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2174286.000000 Penalty: 4835.733398
	Iteration 55Q: 3 clusters Score -2174286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2174286.500000 Penalty: 4835.733398
	Iteration 56Q: 3 clusters Score -2174286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2174288.500000 Penalty: 4835.733398
	Iteration 57Q: 3 clusters Score -2174288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2174294.250000 Penalty: 4835.733398
	Iteration 58Q: 3 clusters Score -2174294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2174291.500000 Penalty: 4835.733398
	Iteration 59Q: 3 clusters Score -2174292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2174295.000000 Penalty: 4835.733398
	Iteration 60F: 3 clusters Score -2174295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2174296.750000 Penalty: 4835.733398
	Iteration 61Q: 3 clusters Score -2174297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2174301.500000 Penalty: 4835.733398
	Iteration 62Q: 3 clusters Score -2174302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2174302.000000 Penalty: 4835.733398
	Iteration 63Q: 3 clusters Score -2174302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2174302.000000 Penalty: 4835.733398
	Iteration 64Q: 3 clusters Score -2174302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2174305.750000 Penalty: 4835.733398
	Iteration 65Q: 3 clusters Score -2174306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2174303.500000 Penalty: 4835.733398
	Iteration 66Q: 3 clusters Score -2174304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2174304.500000 Penalty: 4835.733398
	Iteration 67Q: 3 clusters Score -2174304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2174304.000000 Penalty: 4835.733398
	Iteration 68Q: 3 clusters Score -2174304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2174311.000000 Penalty: 4835.733398
	Iteration 69Q: 3 clusters Score -2174311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2174309.750000 Penalty: 4835.733398
	Iteration 70Q: 3 clusters Score -2174310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2174311.500000 Penalty: 4835.733398
	Iteration 71Q: 3 clusters Score -2174312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2174319.250000 Penalty: 4835.733398
	Iteration 72Q: 3 clusters Score -2174319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2174329.750000 Penalty: 4835.733398
	Iteration 73Q: 3 clusters Score -2174330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2174333.000000 Penalty: 4835.733398
	Iteration 74Q: 3 clusters Score -2174333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2174334.500000 Penalty: 4835.733398
	Iteration 75Q: 3 clusters Score -2174334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2174334.750000 Penalty: 4835.733398
	Iteration 76Q: 3 clusters Score -2174335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2174332.750000 Penalty: 4835.733398
	Iteration 77Q: 3 clusters Score -2174333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2174335.000000 Penalty: 4835.733398
	Iteration 78Q: 3 clusters Score -2174335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2174333.000000 Penalty: 4835.733398
	Iteration 79Q: 3 clusters Score -2174333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2174335.750000 Penalty: 4835.733398
	Iteration 80F: 3 clusters Score -2174336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2174340.750000 Penalty: 4835.733398
	Iteration 81Q: 3 clusters Score -2174341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2174337.250000 Penalty: 4835.733398
	Iteration 82Q: 3 clusters Score -2174337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2174339.250000 Penalty: 4835.733398
	Iteration 83Q: 3 clusters Score -2174339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2174338.250000 Penalty: 4835.733398
	Iteration 84Q: 3 clusters Score -2174338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2174336.500000 Penalty: 4835.733398
	Iteration 85Q: 3 clusters Score -2174336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2174338.500000 Penalty: 4835.733398
	Iteration 86Q: 3 clusters Score -2174338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2174334.000000 Penalty: 4835.733398
	Iteration 87Q: 3 clusters Score -2174334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2174336.000000 Penalty: 4835.733398
	Iteration 88Q: 3 clusters Score -2174336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2174335.250000 Penalty: 4835.733398
	Iteration 89Q: 3 clusters Score -2174335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2174334.250000 Penalty: 4835.733398
	Iteration 90Q: 3 clusters Score -2174334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2174335.750000 Penalty: 4835.733398
	Iteration 91Q: 3 clusters Score -2174336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2174335.750000 Penalty: 4835.733398
	Iteration 92F: 3 clusters Score -2174336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Entering Unmasked Estep 
Score: -2384841.250000 Penalty: 2454.085449
	Iteration 0F: 2 clusters Score -2384841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2370759.000000 Penalty: 4908.170898
	Iteration 0F: 3 clusters Score -2370759 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2375631.000000 Penalty: 4908.170898
	Iteration 1F: 3 clusters Score -2375631 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2376327.500000 Penalty: 4908.170898
	Iteration 2F: 3 clusters Score -2376328 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2377049.000000 Penalty: 4908.170898
	Iteration 3F: 3 clusters Score -2377049 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2377904.500000 Penalty: 4908.170898
	Iteration 4F: 3 clusters Score -2377904 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2378743.750000 Penalty: 4908.170898
	Iteration 5F: 3 clusters Score -2378744 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2379615.500000 Penalty: 4908.170898
	Iteration 6F: 3 clusters Score -2379616 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2380498.750000 Penalty: 4908.170898
	Iteration 7F: 3 clusters Score -2380499 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2381321.250000 Penalty: 4908.170898
	Iteration 8F: 3 clusters Score -2381321 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2382008.000000 Penalty: 4908.170898
	Iteration 9Q: 3 clusters Score -2382008 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2382523.750000 Penalty: 4908.170898
	Iteration 10Q: 3 clusters Score -2382524 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2382958.250000 Penalty: 4908.170898
	Iteration 11Q: 3 clusters Score -2382958 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2383505.750000 Penalty: 4908.170898
	Iteration 12Q: 3 clusters Score -2383506 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2384311.000000 Penalty: 4908.170898
	Iteration 13Q: 3 clusters Score -2384311 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2385407.250000 Penalty: 4908.170898
	Iteration 14Q: 3 clusters Score -2385407 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2386487.500000 Penalty: 4908.170898
	Iteration 15Q: 3 clusters Score -2386488 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2387100.500000 Penalty: 4908.170898
	Iteration 16Q: 3 clusters Score -2387100 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2387322.500000 Penalty: 4908.170898
	Iteration 17Q: 3 clusters Score -2387322 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2387387.750000 Penalty: 4908.170898
	Iteration 18Q: 3 clusters Score -2387388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2387409.500000 Penalty: 4908.170898
	Iteration 19Q: 3 clusters Score -2387410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2387408.500000 Penalty: 4908.170898
	Iteration 20F: 3 clusters Score -2387408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2387414.250000 Penalty: 4908.170898
	Iteration 21Q: 3 clusters Score -2387414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2387415.750000 Penalty: 4908.170898
	Iteration 22Q: 3 clusters Score -2387416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2387418.250000 Penalty: 4908.170898
	Iteration 23Q: 3 clusters Score -2387418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2387418.000000 Penalty: 4908.170898
	Iteration 24Q: 3 clusters Score -2387418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2387420.000000 Penalty: 4908.170898
	Iteration 25Q: 3 clusters Score -2387420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2387420.500000 Penalty: 4908.170898
	Iteration 26Q: 3 clusters Score -2387420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2387425.000000 Penalty: 4908.170898
	Iteration 27Q: 3 clusters Score -2387425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2387422.500000 Penalty: 4908.170898
	Iteration 28Q: 3 clusters Score -2387422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2387421.750000 Penalty: 4908.170898
	Iteration 29Q: 3 clusters Score -2387422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2387421.250000 Penalty: 4908.170898
	Iteration 30Q: 3 clusters Score -2387421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2387423.750000 Penalty: 4908.170898
	Iteration 31Q: 3 clusters Score -2387424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2387424.000000 Penalty: 4908.170898
	Iteration 32Q: 3 clusters Score -2387424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2387425.750000 Penalty: 4908.170898
	Iteration 33Q: 3 clusters Score -2387426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2387420.750000 Penalty: 4908.170898
	Iteration 34Q: 3 clusters Score -2387421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2387422.750000 Penalty: 4908.170898
	Iteration 35Q: 3 clusters Score -2387423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2387427.750000 Penalty: 4908.170898
	Iteration 36Q: 3 clusters Score -2387428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2387431.500000 Penalty: 4908.170898
	Iteration 37Q: 3 clusters Score -2387432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2387431.750000 Penalty: 4908.170898
	Iteration 38Q: 3 clusters Score -2387432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2387434.500000 Penalty: 4908.170898
	Iteration 39Q: 3 clusters Score -2387434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2387434.500000 Penalty: 4908.170898
	Iteration 40F: 3 clusters Score -2387434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 17145 members 
Mstep: Class 3 contains 9466 members 
Mstep: Class 4 contains 181712 members 
Mstep: Class 5 contains 52616 members 
Mstep: Class 6 contains 184310 members 
Mstep: Class 7 contains 101746 members 
Mstep: Class 8 contains 81727 members 
Mstep: Class 9 contains 180754 members 
Mstep: Class 10 contains 8561 members 
Mstep: Class 11 contains 15825 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 18179 members 
Mstep: Class 14 contains 8404 members 
Mstep: Class 15 contains 958 members 
Mstep: Class 16 contains 67621 members 
Mstep: Class 17 contains 6852 members 
Mstep: Class 18 contains 65411 members 
Mstep: Class 19 contains 8606 members 
Mstep: Class 20 contains 4546 members 
Mstep: Class 21 contains 9256 members 
Mstep: Class 22 contains 16145 members 
Mstep: Class 23 contains 12439 members 
Mstep: Class 24 contains 12897 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 10503 members 
Mstep: Class 27 contains 37716 members 
Mstep: Class 28 contains 488 members 
Mstep: Class 29 contains 13040 members 
Mstep: Class 30 contains 8092 members 
Mstep: Class 31 contains 13256 members 
Mstep: Class 32 contains 15343 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24424 members 
Mstep: Class 35 contains 10375 members 
Entering Unmasked Estep 
Score: -150754320.000000 Penalty: 121596.867188
Splitting cluster 3 changes total score from -150752624.000000 to -150754320.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 4 (181712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181712 members 
Entering Unmasked Estep 
Score: -23472510.000000 Penalty: 3003.324219
	Iteration 0F: 2 clusters Score -2.347251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90872 members 
Mstep: Class 2 contains 90840 members 
Entering Unmasked Estep 
Score: -23360174.000000 Penalty: 6006.648438
	Iteration 0F: 3 clusters Score -2.336017e+07 nChanged 86957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91651 members 
Mstep: Class 2 contains 90061 members 
Entering Unmasked Estep 
Score: -23410306.000000 Penalty: 6006.648438
	Iteration 1F: 3 clusters Score -2.341031e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92371 members 
Mstep: Class 2 contains 89341 members 
Entering Unmasked Estep 
Score: -23411198.000000 Penalty: 6006.648438
	Iteration 2Q: 3 clusters Score -2.34112e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93658 members 
Mstep: Class 2 contains 88054 members 
Entering Unmasked Estep 
Score: -23411932.000000 Penalty: 6006.648438
	Iteration 3Q: 3 clusters Score -2.341193e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95725 members 
Mstep: Class 2 contains 85987 members 
Entering Unmasked Estep 
Score: -23413082.000000 Penalty: 6006.648438
	Iteration 4Q: 3 clusters Score -2.341308e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99222 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -23414798.000000 Penalty: 6006.648438
	Iteration 5Q: 3 clusters Score -2.34148e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104618 members 
Mstep: Class 2 contains 77094 members 
Entering Unmasked Estep 
Score: -23417712.000000 Penalty: 6006.648438
	Iteration 6Q: 3 clusters Score -2.341771e+07 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112478 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
Score: -23422818.000000 Penalty: 6006.648438
	Iteration 7F: 3 clusters Score -2.342282e+07 nChanged 12649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122735 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -23430244.000000 Penalty: 6006.648438
	Iteration 8F: 3 clusters Score -2.343024e+07 nChanged 13615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134298 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -23439108.000000 Penalty: 6006.648438
	Iteration 9F: 3 clusters Score -2.343911e+07 nChanged 12865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145677 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -23447562.000000 Penalty: 6006.648438
	Iteration 10F: 3 clusters Score -2.344756e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155666 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -23455072.000000 Penalty: 6006.648438
	Iteration 11F: 3 clusters Score -2.345507e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164132 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -23461012.000000 Penalty: 6006.648438
	Iteration 12Q: 3 clusters Score -2.346101e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170862 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -23464710.000000 Penalty: 6006.648438
	Iteration 13Q: 3 clusters Score -2.346471e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175458 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -23467282.000000 Penalty: 6006.648438
	Iteration 14Q: 3 clusters Score -2.346728e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178130 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -23468542.000000 Penalty: 6006.648438
	Iteration 15Q: 3 clusters Score -2.346854e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179582 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -23469306.000000 Penalty: 6006.648438
	Iteration 16Q: 3 clusters Score -2.346931e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180290 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -23469574.000000 Penalty: 6006.648438
	Iteration 17Q: 3 clusters Score -2.346957e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180655 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -23469792.000000 Penalty: 6006.648438
	Iteration 18Q: 3 clusters Score -2.346979e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180858 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -23469966.000000 Penalty: 6006.648438
	Iteration 19Q: 3 clusters Score -2.346997e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180953 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -23469998.000000 Penalty: 6006.648438
	Iteration 20F: 3 clusters Score -2.347e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181003 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -23470044.000000 Penalty: 6006.648438
	Iteration 21Q: 3 clusters Score -2.347004e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181044 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -23470022.000000 Penalty: 6006.648438
	Iteration 22Q: 3 clusters Score -2.347002e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181062 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -23470016.000000 Penalty: 6006.648438
	Iteration 23Q: 3 clusters Score -2.347002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181070 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -23470022.000000 Penalty: 6006.648438
	Iteration 24Q: 3 clusters Score -2.347002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181076 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -23469986.000000 Penalty: 6006.648438
	Iteration 25Q: 3 clusters Score -2.346999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181082 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -23470002.000000 Penalty: 6006.648438
	Iteration 26Q: 3 clusters Score -2.347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181088 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -23470014.000000 Penalty: 6006.648438
	Iteration 27Q: 3 clusters Score -2.347001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181096 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -23470014.000000 Penalty: 6006.648438
	Iteration 28Q: 3 clusters Score -2.347001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181097 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -23470024.000000 Penalty: 6006.648438
	Iteration 29Q: 3 clusters Score -2.347002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181102 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -23470026.000000 Penalty: 6006.648438
	Iteration 30Q: 3 clusters Score -2.347003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181109 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -23470026.000000 Penalty: 6006.648438
	Iteration 31Q: 3 clusters Score -2.347003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181118 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -23470012.000000 Penalty: 6006.648438
	Iteration 32Q: 3 clusters Score -2.347001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181121 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -23470014.000000 Penalty: 6006.648438
	Iteration 33Q: 3 clusters Score -2.347001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181124 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -23470014.000000 Penalty: 6006.648438
	Iteration 34Q: 3 clusters Score -2.347001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181125 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -23470030.000000 Penalty: 6006.648438
	Iteration 35Q: 3 clusters Score -2.347003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181125 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -23470030.000000 Penalty: 6006.648438
	Iteration 36Q: 3 clusters Score -2.347003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181131 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -23470008.000000 Penalty: 6006.648438
	Iteration 37Q: 3 clusters Score -2.347001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181133 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -23470018.000000 Penalty: 6006.648438
	Iteration 38Q: 3 clusters Score -2.347002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181135 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -23470020.000000 Penalty: 6006.648438
	Iteration 39Q: 3 clusters Score -2.347002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181136 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -23470028.000000 Penalty: 6006.648438
	Iteration 40F: 3 clusters Score -2.347003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181139 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -23470036.000000 Penalty: 6006.648438
	Iteration 41Q: 3 clusters Score -2.347004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181139 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -23470038.000000 Penalty: 6006.648438
	Iteration 42Q: 3 clusters Score -2.347004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181139 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -23470038.000000 Penalty: 6006.648438
	Iteration 43F: 3 clusters Score -2.347004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (52616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Entering Unmasked Estep 
Score: -6768089.500000 Penalty: 2695.952148
	Iteration 0F: 2 clusters Score -6768090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -6732659.000000 Penalty: 5391.904297
	Iteration 0F: 3 clusters Score -6732659 nChanged 24351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 26504 members 
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	Iteration 1F: 3 clusters Score -6746241 nChanged 2149
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Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6747574 nChanged 2082
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Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 27480 members 
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Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -6752638 nChanged 3149
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Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 30380 members 
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Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -6756678 nChanged 3007
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Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -6758667 nChanged 2743
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Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -6760305 nChanged 2244
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Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6761511 nChanged 1718
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Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6762348 nChanged 1420
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Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6763110 nChanged 1214
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Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6763844 nChanged 1167
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Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6764860 nChanged 1076
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Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6765893 nChanged 933
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Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6766582 nChanged 754
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Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6766958 nChanged 569
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Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6767184 nChanged 418
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Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6767312 nChanged 300
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Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6767384 nChanged 259
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Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6767444 nChanged 227
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Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6767512 nChanged 155
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Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6767525 nChanged 144
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Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6767522 nChanged 128
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Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6767555 nChanged 122
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Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 43543 members 
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	Iteration 29Q: 3 clusters Score -6767586 nChanged 107
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Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 43648 members 
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	Iteration 30Q: 3 clusters Score -6767610 nChanged 113
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Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 43761 members 
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	Iteration 31Q: 3 clusters Score -6767600 nChanged 94
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Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 43855 members 
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	Iteration 32Q: 3 clusters Score -6767605 nChanged 87
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Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 43942 members 
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	Iteration 33Q: 3 clusters Score -6767624 nChanged 107
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Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 44049 members 
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Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 44150 members 
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Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6767664 nChanged 107
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Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 44480 members 
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	Iteration 38Q: 3 clusters Score -6767678 nChanged 118
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Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 44594 members 
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	Iteration 39Q: 3 clusters Score -6767708 nChanged 105
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Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6767730 nChanged 88
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Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6767740 nChanged 78
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Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 44863 members 
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	Iteration 42Q: 3 clusters Score -6767750 nChanged 77
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Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 44940 members 
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	Iteration 43Q: 3 clusters Score -6767764 nChanged 65
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Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 45005 members 
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	Iteration 44Q: 3 clusters Score -6767766 nChanged 55
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Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 45060 members 
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	Iteration 45Q: 3 clusters Score -6767766 nChanged 53
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Mstep: Class 1 contains 7503 members 
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Mstep: Class 1 contains 7453 members 
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Mstep: Class 1 contains 7395 members 
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	Iteration 48Q: 3 clusters Score -6767796 nChanged 55
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Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 45274 members 
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	Iteration 49Q: 3 clusters Score -6767806 nChanged 63
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Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6767819 nChanged 62
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Mstep: Class 1 contains 7223 members 
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	Iteration 51Q: 3 clusters Score -6767799 nChanged 54
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Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 45447 members 
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	Iteration 52Q: 3 clusters Score -6767801 nChanged 41
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Mstep: Class 1 contains 7128 members 
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	Iteration 53Q: 3 clusters Score -6767800 nChanged 46
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Mstep: Class 1 contains 7082 members 
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	Iteration 54Q: 3 clusters Score -6767799 nChanged 38
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Mstep: Class 1 contains 7044 members 
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	Iteration 55Q: 3 clusters Score -6767799 nChanged 32
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Mstep: Class 1 contains 7012 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6767815 nChanged 31
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Mstep: Class 1 contains 6981 members 
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	Iteration 57Q: 3 clusters Score -6767812 nChanged 30
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Mstep: Class 1 contains 6951 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6767824 nChanged 30
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Mstep: Class 1 contains 6921 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6767838 nChanged 23
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Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6767833 nChanged 23
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Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 45741 members 
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	Iteration 61Q: 3 clusters Score -6767835 nChanged 20
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Mstep: Class 1 contains 6855 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6767832 nChanged 18
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Mstep: Class 1 contains 6839 members 
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	Iteration 63Q: 3 clusters Score -6767833 nChanged 25
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Mstep: Class 1 contains 6816 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6767839 nChanged 34
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Mstep: Class 1 contains 6784 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6767850 nChanged 32
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Mstep: Class 1 contains 6752 members 
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	Iteration 66Q: 3 clusters Score -6767859 nChanged 29
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Mstep: Class 1 contains 6723 members 
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	Iteration 67Q: 3 clusters Score -6767854 nChanged 23
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Mstep: Class 1 contains 6702 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6767870 nChanged 21
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Mstep: Class 1 contains 6681 members 
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	Iteration 69Q: 3 clusters Score -6767871 nChanged 21
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Mstep: Class 1 contains 6662 members 
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	Iteration 70Q: 3 clusters Score -6767862 nChanged 21
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Mstep: Class 1 contains 6641 members 
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	Iteration 71Q: 3 clusters Score -6767866 nChanged 17
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Mstep: Class 1 contains 6624 members 
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	Iteration 72Q: 3 clusters Score -6767864 nChanged 18
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Mstep: Class 1 contains 6606 members 
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	Iteration 73Q: 3 clusters Score -6767883 nChanged 22
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Mstep: Class 1 contains 6586 members 
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	Iteration 74Q: 3 clusters Score -6767888 nChanged 22
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Mstep: Class 1 contains 6568 members 
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	Iteration 75Q: 3 clusters Score -6767883 nChanged 23
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Mstep: Class 1 contains 6545 members 
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	Iteration 76Q: 3 clusters Score -6767893 nChanged 27
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Mstep: Class 1 contains 6518 members 
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	Iteration 77Q: 3 clusters Score -6767890 nChanged 21
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Mstep: Class 1 contains 6497 members 
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	Iteration 78Q: 3 clusters Score -6767896 nChanged 22
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	Iteration 79Q: 3 clusters Score -6767902 nChanged 21
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	Iteration 80F: 3 clusters Score -6767908 nChanged 31
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Mstep: Class 1 contains 6427 members 
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	Iteration 81Q: 3 clusters Score -6767930 nChanged 40
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Mstep: Class 2 contains 46229 members 
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	Iteration 82Q: 3 clusters Score -6767934 nChanged 44
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	Iteration 83Q: 3 clusters Score -6767942 nChanged 58
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	Iteration 84Q: 3 clusters Score -6767929 nChanged 59
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Mstep: Class 1 contains 6234 members 
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	Iteration 85Q: 3 clusters Score -6767950 nChanged 51
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Mstep: Class 1 contains 6183 members 
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	Iteration 86Q: 3 clusters Score -6767949 nChanged 52
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	Iteration 87Q: 3 clusters Score -6767974 nChanged 55
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	Iteration 88Q: 3 clusters Score -6767984 nChanged 54
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	Iteration 89Q: 3 clusters Score -6767984 nChanged 52
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	Iteration 90Q: 3 clusters Score -6767988 nChanged 53
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	Iteration 91Q: 3 clusters Score -6767984 nChanged 52
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	Iteration 92Q: 3 clusters Score -6767987 nChanged 41
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	Iteration 93Q: 3 clusters Score -6768010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -6768021.500000 Penalty: 5391.904297
	Iteration 94Q: 3 clusters Score -6768022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -6768017.500000 Penalty: 5391.904297
	Iteration 95Q: 3 clusters Score -6768018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -6768015.000000 Penalty: 5391.904297
	Iteration 96Q: 3 clusters Score -6768015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -6768015.500000 Penalty: 5391.904297
	Iteration 97Q: 3 clusters Score -6768016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -6768024.500000 Penalty: 5391.904297
	Iteration 98Q: 3 clusters Score -6768024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -6768034.500000 Penalty: 5391.904297
	Iteration 99Q: 3 clusters Score -6768034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -6768040.000000 Penalty: 5391.904297
	Iteration 100F: 3 clusters Score -6768040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -6768042.000000 Penalty: 5391.904297
	Iteration 101Q: 3 clusters Score -6768042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -6768023.500000 Penalty: 5391.904297
	Iteration 102Q: 3 clusters Score -6768024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -6768025.000000 Penalty: 5391.904297
	Iteration 103Q: 3 clusters Score -6768025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -6768039.000000 Penalty: 5391.904297
	Iteration 104Q: 3 clusters Score -6768039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -6768041.500000 Penalty: 5391.904297
	Iteration 105Q: 3 clusters Score -6768042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -6768045.500000 Penalty: 5391.904297
	Iteration 106Q: 3 clusters Score -6768046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -6768049.000000 Penalty: 5391.904297
	Iteration 107Q: 3 clusters Score -6768049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -6768053.000000 Penalty: 5391.904297
	Iteration 108Q: 3 clusters Score -6768053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -6768052.000000 Penalty: 5391.904297
	Iteration 109Q: 3 clusters Score -6768052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -6768059.500000 Penalty: 5391.904297
	Iteration 110Q: 3 clusters Score -6768060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -6768059.500000 Penalty: 5391.904297
	Iteration 111Q: 3 clusters Score -6768060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -6768062.000000 Penalty: 5391.904297
	Iteration 112Q: 3 clusters Score -6768062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -6768061.000000 Penalty: 5391.904297
	Iteration 113Q: 3 clusters Score -6768061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -6768069.000000 Penalty: 5391.904297
	Iteration 114Q: 3 clusters Score -6768069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -6768064.000000 Penalty: 5391.904297
	Iteration 115Q: 3 clusters Score -6768064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -6768066.500000 Penalty: 5391.904297
	Iteration 116Q: 3 clusters Score -6768066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -6768066.000000 Penalty: 5391.904297
	Iteration 117Q: 3 clusters Score -6768066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -6768067.500000 Penalty: 5391.904297
	Iteration 118Q: 3 clusters Score -6768068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -6768061.500000 Penalty: 5391.904297
	Iteration 119Q: 3 clusters Score -6768062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -6768060.500000 Penalty: 5391.904297
	Iteration 120F: 3 clusters Score -6768060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -6768061.000000 Penalty: 5391.904297
	Iteration 121Q: 3 clusters Score -6768061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -6768062.000000 Penalty: 5391.904297
	Iteration 122Q: 3 clusters Score -6768062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -6768061.500000 Penalty: 5391.904297
	Iteration 123Q: 3 clusters Score -6768062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -6768061.500000 Penalty: 5391.904297
	Iteration 124F: 3 clusters Score -6768062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (184310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184310 members 
Entering Unmasked Estep 
Score: -23653076.000000 Penalty: 3006.844727
	Iteration 0F: 2 clusters Score -2.365308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92434 members 
Mstep: Class 2 contains 91876 members 
Entering Unmasked Estep 
Score: -23537878.000000 Penalty: 6013.689453
	Iteration 0F: 3 clusters Score -2.353788e+07 nChanged 88305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98357 members 
Mstep: Class 2 contains 85953 members 
Entering Unmasked Estep 
Score: -23589600.000000 Penalty: 6013.689453
	Iteration 1F: 3 clusters Score -2.35896e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102353 members 
Mstep: Class 2 contains 81957 members 
Entering Unmasked Estep 
Score: -23591330.000000 Penalty: 6013.689453
	Iteration 2Q: 3 clusters Score -2.359133e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108544 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -23594508.000000 Penalty: 6013.689453
	Iteration 3Q: 3 clusters Score -2.359451e+07 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117459 members 
Mstep: Class 2 contains 66851 members 
Entering Unmasked Estep 
Score: -23599516.000000 Penalty: 6013.689453
	Iteration 4F: 3 clusters Score -2.359952e+07 nChanged 12854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129147 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -23607746.000000 Penalty: 6013.689453
	Iteration 5F: 3 clusters Score -2.360775e+07 nChanged 14484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142815 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -23618422.000000 Penalty: 6013.689453
	Iteration 6F: 3 clusters Score -2.361842e+07 nChanged 13928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156259 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -23630634.000000 Penalty: 6013.689453
	Iteration 7F: 3 clusters Score -2.363063e+07 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167899 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -23640152.000000 Penalty: 6013.689453
	Iteration 8F: 3 clusters Score -2.364015e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176176 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -23645944.000000 Penalty: 6013.689453
	Iteration 9Q: 3 clusters Score -2.364594e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180644 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -23648640.000000 Penalty: 6013.689453
	Iteration 10Q: 3 clusters Score -2.364864e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182642 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -23649742.000000 Penalty: 6013.689453
	Iteration 11Q: 3 clusters Score -2.364974e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183421 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -23650138.000000 Penalty: 6013.689453
	Iteration 12Q: 3 clusters Score -2.365014e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183710 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -23650268.000000 Penalty: 6013.689453
	Iteration 13Q: 3 clusters Score -2.365027e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183824 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -23650366.000000 Penalty: 6013.689453
	Iteration 14Q: 3 clusters Score -2.365037e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183872 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -23650414.000000 Penalty: 6013.689453
	Iteration 15Q: 3 clusters Score -2.365041e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183903 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -23650482.000000 Penalty: 6013.689453
	Iteration 16Q: 3 clusters Score -2.365048e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183922 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -23650510.000000 Penalty: 6013.689453
	Iteration 17Q: 3 clusters Score -2.365051e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183932 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -23650540.000000 Penalty: 6013.689453
	Iteration 18Q: 3 clusters Score -2.365054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183940 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -23650534.000000 Penalty: 6013.689453
	Iteration 19Q: 3 clusters Score -2.365053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183949 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -23650546.000000 Penalty: 6013.689453
	Iteration 20F: 3 clusters Score -2.365055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183954 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -23650538.000000 Penalty: 6013.689453
	Iteration 21Q: 3 clusters Score -2.365054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183957 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -23650562.000000 Penalty: 6013.689453
	Iteration 22Q: 3 clusters Score -2.365056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183959 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -23650548.000000 Penalty: 6013.689453
	Iteration 23Q: 3 clusters Score -2.365055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183962 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -23650536.000000 Penalty: 6013.689453
	Iteration 24Q: 3 clusters Score -2.365054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183963 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -23650574.000000 Penalty: 6013.689453
	Iteration 25Q: 3 clusters Score -2.365057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183965 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -23650584.000000 Penalty: 6013.689453
	Iteration 26Q: 3 clusters Score -2.365058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183966 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -23650572.000000 Penalty: 6013.689453
	Iteration 27Q: 3 clusters Score -2.365057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183969 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -23650562.000000 Penalty: 6013.689453
	Iteration 28Q: 3 clusters Score -2.365056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183971 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -23650576.000000 Penalty: 6013.689453
	Iteration 29Q: 3 clusters Score -2.365058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183974 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -23650564.000000 Penalty: 6013.689453
	Iteration 30Q: 3 clusters Score -2.365056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183975 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -23650562.000000 Penalty: 6013.689453
	Iteration 31Q: 3 clusters Score -2.365056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183976 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -23650568.000000 Penalty: 6013.689453
	Iteration 32Q: 3 clusters Score -2.365057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183976 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -23650568.000000 Penalty: 6013.689453
	Iteration 33F: 3 clusters Score -2.365057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (101746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101746 members 
Entering Unmasked Estep 
Score: -13164933.000000 Penalty: 2859.498047
	Iteration 0F: 2 clusters Score -1.316493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -13096762.000000 Penalty: 5718.996094
	Iteration 0F: 3 clusters Score -1.309676e+07 nChanged 48277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -13124426.000000 Penalty: 5718.996094
	Iteration 1F: 3 clusters Score -1.312443e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -13125210.000000 Penalty: 5718.996094
	Iteration 2Q: 3 clusters Score -1.312521e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -13126130.000000 Penalty: 5718.996094
	Iteration 3Q: 3 clusters Score -1.312613e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -13127509.000000 Penalty: 5718.996094
	Iteration 4Q: 3 clusters Score -1.312751e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -13129570.000000 Penalty: 5718.996094
	Iteration 5Q: 3 clusters Score -1.312957e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -13132725.000000 Penalty: 5718.996094
	Iteration 6F: 3 clusters Score -1.313272e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61155 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -13136885.000000 Penalty: 5718.996094
	Iteration 7F: 3 clusters Score -1.313688e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64875 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -13141359.000000 Penalty: 5718.996094
	Iteration 8F: 3 clusters Score -1.314136e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68157 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -13144738.000000 Penalty: 5718.996094
	Iteration 9F: 3 clusters Score -1.314474e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70999 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -13146957.000000 Penalty: 5718.996094
	Iteration 10F: 3 clusters Score -1.314696e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73423 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -13148299.000000 Penalty: 5718.996094
	Iteration 11Q: 3 clusters Score -1.31483e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75724 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -13149241.000000 Penalty: 5718.996094
	Iteration 12Q: 3 clusters Score -1.314924e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77968 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -13149926.000000 Penalty: 5718.996094
	Iteration 13Q: 3 clusters Score -1.314993e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -13150644.000000 Penalty: 5718.996094
	Iteration 14Q: 3 clusters Score -1.315064e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -13151563.000000 Penalty: 5718.996094
	Iteration 15Q: 3 clusters Score -1.315156e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85190 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -13152574.000000 Penalty: 5718.996094
	Iteration 16Q: 3 clusters Score -1.315257e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -13153896.000000 Penalty: 5718.996094
	Iteration 17Q: 3 clusters Score -1.31539e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90583 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -13155322.000000 Penalty: 5718.996094
	Iteration 18Q: 3 clusters Score -1.315532e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93249 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -13157007.000000 Penalty: 5718.996094
	Iteration 19Q: 3 clusters Score -1.315701e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95605 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -13158532.000000 Penalty: 5718.996094
	Iteration 20F: 3 clusters Score -1.315853e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97527 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -13159743.000000 Penalty: 5718.996094
	Iteration 21Q: 3 clusters Score -1.315974e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98887 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -13160707.000000 Penalty: 5718.996094
	Iteration 22Q: 3 clusters Score -1.316071e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99837 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -13161304.000000 Penalty: 5718.996094
	Iteration 23Q: 3 clusters Score -1.31613e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100428 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -13161757.000000 Penalty: 5718.996094
	Iteration 24Q: 3 clusters Score -1.316176e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100783 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -13162017.000000 Penalty: 5718.996094
	Iteration 25Q: 3 clusters Score -1.316202e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100955 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -13162169.000000 Penalty: 5718.996094
	Iteration 26Q: 3 clusters Score -1.316217e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101043 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -13162268.000000 Penalty: 5718.996094
	Iteration 27Q: 3 clusters Score -1.316227e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101112 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -13162316.000000 Penalty: 5718.996094
	Iteration 28Q: 3 clusters Score -1.316232e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101160 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -13162350.000000 Penalty: 5718.996094
	Iteration 29Q: 3 clusters Score -1.316235e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101199 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -13162383.000000 Penalty: 5718.996094
	Iteration 30Q: 3 clusters Score -1.316238e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101225 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -13162405.000000 Penalty: 5718.996094
	Iteration 31Q: 3 clusters Score -1.31624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -13162405.000000 Penalty: 5718.996094
	Iteration 32Q: 3 clusters Score -1.31624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101247 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -13162430.000000 Penalty: 5718.996094
	Iteration 33Q: 3 clusters Score -1.316243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -13162435.000000 Penalty: 5718.996094
	Iteration 34Q: 3 clusters Score -1.316244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101265 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -13162432.000000 Penalty: 5718.996094
	Iteration 35Q: 3 clusters Score -1.316243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101269 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -13162442.000000 Penalty: 5718.996094
	Iteration 36Q: 3 clusters Score -1.316244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101272 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -13162448.000000 Penalty: 5718.996094
	Iteration 37Q: 3 clusters Score -1.316245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101273 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -13162440.000000 Penalty: 5718.996094
	Iteration 38Q: 3 clusters Score -1.316244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101277 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -13162453.000000 Penalty: 5718.996094
	Iteration 39Q: 3 clusters Score -1.316245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101281 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -13162446.000000 Penalty: 5718.996094
	Iteration 40F: 3 clusters Score -1.316245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101283 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -13162453.000000 Penalty: 5718.996094
	Iteration 41Q: 3 clusters Score -1.316245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101284 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -13162447.000000 Penalty: 5718.996094
	Iteration 42Q: 3 clusters Score -1.316245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -13162453.000000 Penalty: 5718.996094
	Iteration 43Q: 3 clusters Score -1.316245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -13162453.000000 Penalty: 5718.996094
	Iteration 44F: 3 clusters Score -1.316245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (81727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81727 members 
Entering Unmasked Estep 
Score: -10438501.000000 Penalty: 2805.162842
	Iteration 0F: 2 clusters Score -1.04385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -10383812.000000 Penalty: 5610.325684
	Iteration 0F: 3 clusters Score -1.038381e+07 nChanged 38438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -10405785.000000 Penalty: 5610.325684
	Iteration 1F: 3 clusters Score -1.040578e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -10407204.000000 Penalty: 5610.325684
	Iteration 2Q: 3 clusters Score -1.04072e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -10409262.000000 Penalty: 5610.325684
	Iteration 3F: 3 clusters Score -1.040926e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -10412374.000000 Penalty: 5610.325684
	Iteration 4F: 3 clusters Score -1.041237e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -10416207.000000 Penalty: 5610.325684
	Iteration 5F: 3 clusters Score -1.041621e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -10419928.000000 Penalty: 5610.325684
	Iteration 6F: 3 clusters Score -1.041993e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -10422585.000000 Penalty: 5610.325684
	Iteration 7F: 3 clusters Score -1.042258e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -10424447.000000 Penalty: 5610.325684
	Iteration 8Q: 3 clusters Score -1.042445e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -10425666.000000 Penalty: 5610.325684
	Iteration 9Q: 3 clusters Score -1.042567e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -10426439.000000 Penalty: 5610.325684
	Iteration 10Q: 3 clusters Score -1.042644e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61760 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -10427154.000000 Penalty: 5610.325684
	Iteration 11Q: 3 clusters Score -1.042715e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -10428056.000000 Penalty: 5610.325684
	Iteration 12Q: 3 clusters Score -1.042806e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -10428996.000000 Penalty: 5610.325684
	Iteration 13Q: 3 clusters Score -1.0429e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68156 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -10430010.000000 Penalty: 5610.325684
	Iteration 14Q: 3 clusters Score -1.043001e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70384 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -10431226.000000 Penalty: 5610.325684
	Iteration 15Q: 3 clusters Score -1.043123e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72510 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -10432373.000000 Penalty: 5610.325684
	Iteration 16Q: 3 clusters Score -1.043237e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74486 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -10433621.000000 Penalty: 5610.325684
	Iteration 17Q: 3 clusters Score -1.043362e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76183 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -10434714.000000 Penalty: 5610.325684
	Iteration 18Q: 3 clusters Score -1.043471e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -10435579.000000 Penalty: 5610.325684
	Iteration 19Q: 3 clusters Score -1.043558e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78383 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -10436190.000000 Penalty: 5610.325684
	Iteration 20F: 3 clusters Score -1.043619e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -10436534.000000 Penalty: 5610.325684
	Iteration 21Q: 3 clusters Score -1.043653e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79312 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -10436797.000000 Penalty: 5610.325684
	Iteration 22Q: 3 clusters Score -1.04368e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79533 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -10436891.000000 Penalty: 5610.325684
	Iteration 23Q: 3 clusters Score -1.043689e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -10436961.000000 Penalty: 5610.325684
	Iteration 24Q: 3 clusters Score -1.043696e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79774 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -10437022.000000 Penalty: 5610.325684
	Iteration 25Q: 3 clusters Score -1.043702e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79844 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -10437032.000000 Penalty: 5610.325684
	Iteration 26Q: 3 clusters Score -1.043703e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79876 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -10437046.000000 Penalty: 5610.325684
	Iteration 27Q: 3 clusters Score -1.043705e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -10437076.000000 Penalty: 5610.325684
	Iteration 28Q: 3 clusters Score -1.043708e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79949 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -10437078.000000 Penalty: 5610.325684
	Iteration 29Q: 3 clusters Score -1.043708e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -10437088.000000 Penalty: 5610.325684
	Iteration 30Q: 3 clusters Score -1.043709e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79994 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -10437092.000000 Penalty: 5610.325684
	Iteration 31Q: 3 clusters Score -1.043709e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -10437093.000000 Penalty: 5610.325684
	Iteration 32Q: 3 clusters Score -1.043709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80016 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -10437096.000000 Penalty: 5610.325684
	Iteration 33Q: 3 clusters Score -1.04371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80022 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -10437102.000000 Penalty: 5610.325684
	Iteration 34Q: 3 clusters Score -1.04371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -10437105.000000 Penalty: 5610.325684
	Iteration 35Q: 3 clusters Score -1.04371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -10437100.000000 Penalty: 5610.325684
	Iteration 36Q: 3 clusters Score -1.04371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80029 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -10437100.000000 Penalty: 5610.325684
	Iteration 37Q: 3 clusters Score -1.04371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -10437106.000000 Penalty: 5610.325684
	Iteration 38Q: 3 clusters Score -1.043711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -10437101.000000 Penalty: 5610.325684
	Iteration 39Q: 3 clusters Score -1.04371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -10437102.000000 Penalty: 5610.325684
	Iteration 40F: 3 clusters Score -1.04371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80033 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -10437102.000000 Penalty: 5610.325684
	Iteration 41Q: 3 clusters Score -1.04371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80034 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -10437098.000000 Penalty: 5610.325684
	Iteration 42Q: 3 clusters Score -1.04371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80034 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -10437098.000000 Penalty: 5610.325684
	Iteration 43F: 3 clusters Score -1.04371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (180754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180754 members 
Entering Unmasked Estep 
Score: -23188668.000000 Penalty: 3002.013428
	Iteration 0F: 2 clusters Score -2.318867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 90510 members 
Entering Unmasked Estep 
Score: -23068646.000000 Penalty: 6004.026855
	Iteration 0F: 3 clusters Score -2.306865e+07 nChanged 86629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 92455 members 
Entering Unmasked Estep 
Score: -23118886.000000 Penalty: 6004.026855
	Iteration 1F: 3 clusters Score -2.311889e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87428 members 
Mstep: Class 2 contains 93326 members 
Entering Unmasked Estep 
Score: -23120006.000000 Penalty: 6004.026855
	Iteration 2Q: 3 clusters Score -2.312001e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86071 members 
Mstep: Class 2 contains 94683 members 
Entering Unmasked Estep 
Score: -23121422.000000 Penalty: 6004.026855
	Iteration 3Q: 3 clusters Score -2.312142e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84171 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
Score: -23123084.000000 Penalty: 6004.026855
	Iteration 4Q: 3 clusters Score -2.312308e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81349 members 
Mstep: Class 2 contains 99405 members 
Entering Unmasked Estep 
Score: -23125470.000000 Penalty: 6004.026855
	Iteration 5Q: 3 clusters Score -2.312547e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77173 members 
Mstep: Class 2 contains 103581 members 
Entering Unmasked Estep 
Score: -23129562.000000 Penalty: 6004.026855
	Iteration 6Q: 3 clusters Score -2.312956e+07 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 109297 members 
Entering Unmasked Estep 
Score: -23136170.000000 Penalty: 6004.026855
	Iteration 7F: 3 clusters Score -2.313617e+07 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64227 members 
Mstep: Class 2 contains 116527 members 
Entering Unmasked Estep 
Score: -23145276.000000 Penalty: 6004.026855
	Iteration 8F: 3 clusters Score -2.314528e+07 nChanged 12333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 124228 members 
Entering Unmasked Estep 
Score: -23155326.000000 Penalty: 6004.026855
	Iteration 9F: 3 clusters Score -2.315533e+07 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 130914 members 
Entering Unmasked Estep 
Score: -23163356.000000 Penalty: 6004.026855
	Iteration 10F: 3 clusters Score -2.316336e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 136526 members 
Entering Unmasked Estep 
Score: -23168492.000000 Penalty: 6004.026855
	Iteration 11Q: 3 clusters Score -2.316849e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 141332 members 
Entering Unmasked Estep 
Score: -23171602.000000 Penalty: 6004.026855
	Iteration 12Q: 3 clusters Score -2.31716e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 145683 members 
Entering Unmasked Estep 
Score: -23174004.000000 Penalty: 6004.026855
	Iteration 13Q: 3 clusters Score -2.3174e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 149636 members 
Entering Unmasked Estep 
Score: -23176040.000000 Penalty: 6004.026855
	Iteration 14Q: 3 clusters Score -2.317604e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 153325 members 
Entering Unmasked Estep 
Score: -23177988.000000 Penalty: 6004.026855
	Iteration 15Q: 3 clusters Score -2.317799e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -23179750.000000 Penalty: 6004.026855
	Iteration 16Q: 3 clusters Score -2.317975e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 159885 members 
Entering Unmasked Estep 
Score: -23181250.000000 Penalty: 6004.026855
	Iteration 17Q: 3 clusters Score -2.318125e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 162687 members 
Entering Unmasked Estep 
Score: -23182556.000000 Penalty: 6004.026855
	Iteration 18Q: 3 clusters Score -2.318256e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 165167 members 
Entering Unmasked Estep 
Score: -23183726.000000 Penalty: 6004.026855
	Iteration 19Q: 3 clusters Score -2.318373e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 167230 members 
Entering Unmasked Estep 
Score: -23184482.000000 Penalty: 6004.026855
	Iteration 20F: 3 clusters Score -2.318448e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 168931 members 
Entering Unmasked Estep 
Score: -23185000.000000 Penalty: 6004.026855
	Iteration 21Q: 3 clusters Score -2.3185e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 170386 members 
Entering Unmasked Estep 
Score: -23185586.000000 Penalty: 6004.026855
	Iteration 22Q: 3 clusters Score -2.318559e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 171532 members 
Entering Unmasked Estep 
Score: -23185938.000000 Penalty: 6004.026855
	Iteration 23Q: 3 clusters Score -2.318594e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 172471 members 
Entering Unmasked Estep 
Score: -23186218.000000 Penalty: 6004.026855
	Iteration 24Q: 3 clusters Score -2.318622e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 173283 members 
Entering Unmasked Estep 
Score: -23186434.000000 Penalty: 6004.026855
	Iteration 25Q: 3 clusters Score -2.318643e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 173924 members 
Entering Unmasked Estep 
Score: -23186594.000000 Penalty: 6004.026855
	Iteration 26Q: 3 clusters Score -2.318659e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 174414 members 
Entering Unmasked Estep 
Score: -23186700.000000 Penalty: 6004.026855
	Iteration 27Q: 3 clusters Score -2.31867e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 174832 members 
Entering Unmasked Estep 
Score: -23186724.000000 Penalty: 6004.026855
	Iteration 28Q: 3 clusters Score -2.318672e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 175174 members 
Entering Unmasked Estep 
Score: -23186818.000000 Penalty: 6004.026855
	Iteration 29Q: 3 clusters Score -2.318682e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 175459 members 
Entering Unmasked Estep 
Score: -23186890.000000 Penalty: 6004.026855
	Iteration 30Q: 3 clusters Score -2.318689e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 175689 members 
Entering Unmasked Estep 
Score: -23186956.000000 Penalty: 6004.026855
	Iteration 31Q: 3 clusters Score -2.318696e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 175861 members 
Entering Unmasked Estep 
Score: -23186984.000000 Penalty: 6004.026855
	Iteration 32Q: 3 clusters Score -2.318698e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 176018 members 
Entering Unmasked Estep 
Score: -23187030.000000 Penalty: 6004.026855
	Iteration 33Q: 3 clusters Score -2.318703e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 176167 members 
Entering Unmasked Estep 
Score: -23187074.000000 Penalty: 6004.026855
	Iteration 34Q: 3 clusters Score -2.318707e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 176305 members 
Entering Unmasked Estep 
Score: -23187116.000000 Penalty: 6004.026855
	Iteration 35Q: 3 clusters Score -2.318712e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 176427 members 
Entering Unmasked Estep 
Score: -23187134.000000 Penalty: 6004.026855
	Iteration 36Q: 3 clusters Score -2.318713e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 176521 members 
Entering Unmasked Estep 
Score: -23187114.000000 Penalty: 6004.026855
	Iteration 37Q: 3 clusters Score -2.318711e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 176610 members 
Entering Unmasked Estep 
Score: -23187128.000000 Penalty: 6004.026855
	Iteration 38Q: 3 clusters Score -2.318713e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 176693 members 
Entering Unmasked Estep 
Score: -23187142.000000 Penalty: 6004.026855
	Iteration 39Q: 3 clusters Score -2.318714e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 176768 members 
Entering Unmasked Estep 
Score: -23187152.000000 Penalty: 6004.026855
	Iteration 40F: 3 clusters Score -2.318715e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 176825 members 
Entering Unmasked Estep 
Score: -23187162.000000 Penalty: 6004.026855
	Iteration 41Q: 3 clusters Score -2.318716e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 176875 members 
Entering Unmasked Estep 
Score: -23187184.000000 Penalty: 6004.026855
	Iteration 42Q: 3 clusters Score -2.318718e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 176928 members 
Entering Unmasked Estep 
Score: -23187186.000000 Penalty: 6004.026855
	Iteration 43Q: 3 clusters Score -2.318719e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 176981 members 
Entering Unmasked Estep 
Score: -23187200.000000 Penalty: 6004.026855
	Iteration 44Q: 3 clusters Score -2.31872e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 177019 members 
Entering Unmasked Estep 
Score: -23187236.000000 Penalty: 6004.026855
	Iteration 45Q: 3 clusters Score -2.318724e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 177050 members 
Entering Unmasked Estep 
Score: -23187222.000000 Penalty: 6004.026855
	Iteration 46Q: 3 clusters Score -2.318722e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 177086 members 
Entering Unmasked Estep 
Score: -23187204.000000 Penalty: 6004.026855
	Iteration 47Q: 3 clusters Score -2.31872e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 177123 members 
Entering Unmasked Estep 
Score: -23187220.000000 Penalty: 6004.026855
	Iteration 48Q: 3 clusters Score -2.318722e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 177155 members 
Entering Unmasked Estep 
Score: -23187224.000000 Penalty: 6004.026855
	Iteration 49Q: 3 clusters Score -2.318722e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 177183 members 
Entering Unmasked Estep 
Score: -23187210.000000 Penalty: 6004.026855
	Iteration 50Q: 3 clusters Score -2.318721e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 177206 members 
Entering Unmasked Estep 
Score: -23187192.000000 Penalty: 6004.026855
	Iteration 51Q: 3 clusters Score -2.318719e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 177227 members 
Entering Unmasked Estep 
Score: -23187188.000000 Penalty: 6004.026855
	Iteration 52Q: 3 clusters Score -2.318719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 177241 members 
Entering Unmasked Estep 
Score: -23187190.000000 Penalty: 6004.026855
	Iteration 53Q: 3 clusters Score -2.318719e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 177259 members 
Entering Unmasked Estep 
Score: -23187210.000000 Penalty: 6004.026855
	Iteration 54Q: 3 clusters Score -2.318721e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 177272 members 
Entering Unmasked Estep 
Score: -23187194.000000 Penalty: 6004.026855
	Iteration 55Q: 3 clusters Score -2.318719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 177284 members 
Entering Unmasked Estep 
Score: -23187176.000000 Penalty: 6004.026855
	Iteration 56Q: 3 clusters Score -2.318718e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 177305 members 
Entering Unmasked Estep 
Score: -23187208.000000 Penalty: 6004.026855
	Iteration 57Q: 3 clusters Score -2.318721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 177322 members 
Entering Unmasked Estep 
Score: -23187210.000000 Penalty: 6004.026855
	Iteration 58Q: 3 clusters Score -2.318721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 177338 members 
Entering Unmasked Estep 
Score: -23187218.000000 Penalty: 6004.026855
	Iteration 59Q: 3 clusters Score -2.318722e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 177363 members 
Entering Unmasked Estep 
Score: -23187254.000000 Penalty: 6004.026855
	Iteration 60F: 3 clusters Score -2.318725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 177376 members 
Entering Unmasked Estep 
Score: -23187222.000000 Penalty: 6004.026855
	Iteration 61Q: 3 clusters Score -2.318722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 177385 members 
Entering Unmasked Estep 
Score: -23187222.000000 Penalty: 6004.026855
	Iteration 62Q: 3 clusters Score -2.318722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 177397 members 
Entering Unmasked Estep 
Score: -23187218.000000 Penalty: 6004.026855
	Iteration 63Q: 3 clusters Score -2.318722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 177405 members 
Entering Unmasked Estep 
Score: -23187220.000000 Penalty: 6004.026855
	Iteration 64Q: 3 clusters Score -2.318722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 177414 members 
Entering Unmasked Estep 
Score: -23187210.000000 Penalty: 6004.026855
	Iteration 65Q: 3 clusters Score -2.318721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 177416 members 
Entering Unmasked Estep 
Score: -23187200.000000 Penalty: 6004.026855
	Iteration 66Q: 3 clusters Score -2.31872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 177420 members 
Entering Unmasked Estep 
Score: -23187206.000000 Penalty: 6004.026855
	Iteration 67Q: 3 clusters Score -2.318721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 177423 members 
Entering Unmasked Estep 
Score: -23187206.000000 Penalty: 6004.026855
	Iteration 68Q: 3 clusters Score -2.318721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 177426 members 
Entering Unmasked Estep 
Score: -23187200.000000 Penalty: 6004.026855
	Iteration 69Q: 3 clusters Score -2.31872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 177427 members 
Entering Unmasked Estep 
Score: -23187210.000000 Penalty: 6004.026855
	Iteration 70Q: 3 clusters Score -2.318721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 177428 members 
Entering Unmasked Estep 
Score: -23187204.000000 Penalty: 6004.026855
	Iteration 71Q: 3 clusters Score -2.31872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 177432 members 
Entering Unmasked Estep 
Score: -23187210.000000 Penalty: 6004.026855
	Iteration 72Q: 3 clusters Score -2.318721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 177432 members 
Entering Unmasked Estep 
Score: -23187210.000000 Penalty: 6004.026855
	Iteration 73Q: 3 clusters Score -2.318721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 177435 members 
Entering Unmasked Estep 
Score: -23187208.000000 Penalty: 6004.026855
	Iteration 74Q: 3 clusters Score -2.318721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 177438 members 
Entering Unmasked Estep 
Score: -23187210.000000 Penalty: 6004.026855
	Iteration 75Q: 3 clusters Score -2.318721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 177441 members 
Entering Unmasked Estep 
Score: -23187198.000000 Penalty: 6004.026855
	Iteration 76Q: 3 clusters Score -2.31872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 177441 members 
Entering Unmasked Estep 
Score: -23187198.000000 Penalty: 6004.026855
	Iteration 77F: 3 clusters Score -2.31872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Entering Unmasked Estep 
Score: -1061274.125000 Penalty: 2245.633301
	Iteration 0F: 2 clusters Score -1061274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1054538.875000 Penalty: 4491.266602
	Iteration 0F: 3 clusters Score -1054539 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1056529.125000 Penalty: 4491.266602
	Iteration 1F: 3 clusters Score -1056529 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1057008.875000 Penalty: 4491.266602
	Iteration 2F: 3 clusters Score -1057009 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1057431.875000 Penalty: 4491.266602
	Iteration 3F: 3 clusters Score -1057432 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1057791.875000 Penalty: 4491.266602
	Iteration 4F: 3 clusters Score -1057792 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1058134.750000 Penalty: 4491.266602
	Iteration 5F: 3 clusters Score -1058135 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1058486.750000 Penalty: 4491.266602
	Iteration 6F: 3 clusters Score -1058487 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1058815.375000 Penalty: 4491.266602
	Iteration 7F: 3 clusters Score -1058815 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1059068.875000 Penalty: 4491.266602
	Iteration 8Q: 3 clusters Score -1059069 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1059242.500000 Penalty: 4491.266602
	Iteration 9Q: 3 clusters Score -1059242 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1059340.750000 Penalty: 4491.266602
	Iteration 10Q: 3 clusters Score -1059341 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1059408.250000 Penalty: 4491.266602
	Iteration 11Q: 3 clusters Score -1059408 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1059440.500000 Penalty: 4491.266602
	Iteration 12Q: 3 clusters Score -1059440 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1059459.125000 Penalty: 4491.266602
	Iteration 13Q: 3 clusters Score -1059459 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1059470.875000 Penalty: 4491.266602
	Iteration 14Q: 3 clusters Score -1059471 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1059478.875000 Penalty: 4491.266602
	Iteration 15Q: 3 clusters Score -1059479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1059480.750000 Penalty: 4491.266602
	Iteration 16Q: 3 clusters Score -1059481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1059482.625000 Penalty: 4491.266602
	Iteration 17Q: 3 clusters Score -1059483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1059486.625000 Penalty: 4491.266602
	Iteration 18Q: 3 clusters Score -1059487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1059488.125000 Penalty: 4491.266602
	Iteration 19Q: 3 clusters Score -1059488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1059490.750000 Penalty: 4491.266602
	Iteration 20F: 3 clusters Score -1059491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1059489.750000 Penalty: 4491.266602
	Iteration 21Q: 3 clusters Score -1059490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1059491.000000 Penalty: 4491.266602
	Iteration 22Q: 3 clusters Score -1059491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1059492.375000 Penalty: 4491.266602
	Iteration 23Q: 3 clusters Score -1059492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1059492.875000 Penalty: 4491.266602
	Iteration 24Q: 3 clusters Score -1059493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1059492.875000 Penalty: 4491.266602
	Iteration 25F: 3 clusters Score -1059493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Entering Unmasked Estep 
Score: -2072852.000000 Penalty: 2397.997803
	Iteration 0F: 2 clusters Score -2072852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2061517.375000 Penalty: 4795.995605
	Iteration 0F: 3 clusters Score -2061517 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2065076.500000 Penalty: 4795.995605
	Iteration 1F: 3 clusters Score -2065076 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2065354.500000 Penalty: 4795.995605
	Iteration 2Q: 3 clusters Score -2065354 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2065562.375000 Penalty: 4795.995605
	Iteration 3Q: 3 clusters Score -2065562 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2065764.125000 Penalty: 4795.995605
	Iteration 4Q: 3 clusters Score -2065764 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2065950.250000 Penalty: 4795.995605
	Iteration 5Q: 3 clusters Score -2065950 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2066145.875000 Penalty: 4795.995605
	Iteration 6Q: 3 clusters Score -2066146 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2066378.250000 Penalty: 4795.995605
	Iteration 7Q: 3 clusters Score -2066378 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2066648.750000 Penalty: 4795.995605
	Iteration 8Q: 3 clusters Score -2066649 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2066946.375000 Penalty: 4795.995605
	Iteration 9Q: 3 clusters Score -2066946 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2067292.125000 Penalty: 4795.995605
	Iteration 10Q: 3 clusters Score -2067292 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2067707.250000 Penalty: 4795.995605
	Iteration 11Q: 3 clusters Score -2067707 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2068196.625000 Penalty: 4795.995605
	Iteration 12Q: 3 clusters Score -2068197 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2068671.375000 Penalty: 4795.995605
	Iteration 13Q: 3 clusters Score -2068671 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2069158.250000 Penalty: 4795.995605
	Iteration 14Q: 3 clusters Score -2069158 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2069598.625000 Penalty: 4795.995605
	Iteration 15Q: 3 clusters Score -2069599 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2069887.250000 Penalty: 4795.995605
	Iteration 16Q: 3 clusters Score -2069887 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2070124.000000 Penalty: 4795.995605
	Iteration 17Q: 3 clusters Score -2070124 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2070300.375000 Penalty: 4795.995605
	Iteration 18Q: 3 clusters Score -2070300 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2070425.125000 Penalty: 4795.995605
	Iteration 19Q: 3 clusters Score -2070425 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2070508.750000 Penalty: 4795.995605
	Iteration 20F: 3 clusters Score -2070509 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2070560.875000 Penalty: 4795.995605
	Iteration 21Q: 3 clusters Score -2070561 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2070596.875000 Penalty: 4795.995605
	Iteration 22Q: 3 clusters Score -2070597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2070633.875000 Penalty: 4795.995605
	Iteration 23Q: 3 clusters Score -2070634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2070661.875000 Penalty: 4795.995605
	Iteration 24Q: 3 clusters Score -2070662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2070683.625000 Penalty: 4795.995605
	Iteration 25Q: 3 clusters Score -2070684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2070702.000000 Penalty: 4795.995605
	Iteration 26Q: 3 clusters Score -2070702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2070714.500000 Penalty: 4795.995605
	Iteration 27Q: 3 clusters Score -2070714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2070716.000000 Penalty: 4795.995605
	Iteration 28Q: 3 clusters Score -2070716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2070731.375000 Penalty: 4795.995605
	Iteration 29Q: 3 clusters Score -2070731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2070744.125000 Penalty: 4795.995605
	Iteration 30Q: 3 clusters Score -2070744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2070748.625000 Penalty: 4795.995605
	Iteration 31Q: 3 clusters Score -2070749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2070755.750000 Penalty: 4795.995605
	Iteration 32Q: 3 clusters Score -2070756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2070761.250000 Penalty: 4795.995605
	Iteration 33Q: 3 clusters Score -2070761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2070765.000000 Penalty: 4795.995605
	Iteration 34Q: 3 clusters Score -2070765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2070767.750000 Penalty: 4795.995605
	Iteration 35Q: 3 clusters Score -2070768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2070766.875000 Penalty: 4795.995605
	Iteration 36Q: 3 clusters Score -2070767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2070766.875000 Penalty: 4795.995605
	Iteration 37F: 3 clusters Score -2070767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -36636.210938 Penalty: 1490.185669
	Iteration 0F: 2 clusters Score -36636.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35503.351562 Penalty: 2980.371338
	Iteration 0F: 3 clusters Score -35503.35 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36051.558594 Penalty: 2980.371338
	Iteration 1F: 3 clusters Score -36051.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -36285.500000 Penalty: 2980.371338
	Iteration 2F: 3 clusters Score -36285.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36390.218750 Penalty: 2980.371338
	Iteration 3Q: 3 clusters Score -36390.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36445.949219 Penalty: 2980.371338
	Iteration 4Q: 3 clusters Score -36445.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36466.449219 Penalty: 2980.371338
	Iteration 5Q: 3 clusters Score -36466.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36478.277344 Penalty: 2980.371338
	Iteration 6Q: 3 clusters Score -36478.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36489.503906 Penalty: 2980.371338
	Iteration 7Q: 3 clusters Score -36489.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36519.628906 Penalty: 2980.371338
	Iteration 8Q: 3 clusters Score -36519.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36524.796875 Penalty: 2980.371338
	Iteration 9Q: 3 clusters Score -36524.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36536.273438 Penalty: 2980.371338
	Iteration 10Q: 3 clusters Score -36536.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36536.535156 Penalty: 2980.371338
	Iteration 11F: 3 clusters Score -36536.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36550.878906 Penalty: 2980.371338
	Iteration 12Q: 3 clusters Score -36550.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36550.878906 Penalty: 2980.371338
	Iteration 13F: 3 clusters Score -36550.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Entering Unmasked Estep 
Score: -2272359.750000 Penalty: 2432.389648
	Iteration 0F: 2 clusters Score -2272360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2259458.250000 Penalty: 4864.779297
	Iteration 0F: 3 clusters Score -2259458 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2264130.250000 Penalty: 4864.779297
	Iteration 1F: 3 clusters Score -2264130 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2265053.000000 Penalty: 4864.779297
	Iteration 2F: 3 clusters Score -2265053 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2266200.000000 Penalty: 4864.779297
	Iteration 3F: 3 clusters Score -2266200 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2267545.500000 Penalty: 4864.779297
	Iteration 4F: 3 clusters Score -2267546 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2268922.500000 Penalty: 4864.779297
	Iteration 5F: 3 clusters Score -2268922 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2269838.250000 Penalty: 4864.779297
	Iteration 6F: 3 clusters Score -2269838 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2270400.000000 Penalty: 4864.779297
	Iteration 7Q: 3 clusters Score -2270400 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2270759.000000 Penalty: 4864.779297
	Iteration 8Q: 3 clusters Score -2270759 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2271006.500000 Penalty: 4864.779297
	Iteration 9Q: 3 clusters Score -2271006 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2271208.000000 Penalty: 4864.779297
	Iteration 10Q: 3 clusters Score -2271208 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2271398.500000 Penalty: 4864.779297
	Iteration 11Q: 3 clusters Score -2271398 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2271665.500000 Penalty: 4864.779297
	Iteration 12Q: 3 clusters Score -2271666 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2272216.750000 Penalty: 4864.779297
	Iteration 13Q: 3 clusters Score -2272217 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2273400.250000 Penalty: 4864.779297
	Iteration 14Q: 3 clusters Score -2273400 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2274480.750000 Penalty: 4864.779297
	Iteration 15Q: 3 clusters Score -2274481 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2274966.000000 Penalty: 4864.779297
	Iteration 16Q: 3 clusters Score -2274966 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2275341.750000 Penalty: 4864.779297
	Iteration 17Q: 3 clusters Score -2275342 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2275771.250000 Penalty: 4864.779297
	Iteration 18Q: 3 clusters Score -2275771 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2276231.750000 Penalty: 4864.779297
	Iteration 19Q: 3 clusters Score -2276232 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2276705.250000 Penalty: 4864.779297
	Iteration 20F: 3 clusters Score -2276705 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2277206.500000 Penalty: 4864.779297
	Iteration 21Q: 3 clusters Score -2277206 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2277535.250000 Penalty: 4864.779297
	Iteration 22Q: 3 clusters Score -2277535 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2277719.500000 Penalty: 4864.779297
	Iteration 23Q: 3 clusters Score -2277720 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2277790.000000 Penalty: 4864.779297
	Iteration 24Q: 3 clusters Score -2277790 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2277837.000000 Penalty: 4864.779297
	Iteration 25Q: 3 clusters Score -2277837 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2277871.500000 Penalty: 4864.779297
	Iteration 26Q: 3 clusters Score -2277872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2277885.750000 Penalty: 4864.779297
	Iteration 27Q: 3 clusters Score -2277886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2277890.250000 Penalty: 4864.779297
	Iteration 28Q: 3 clusters Score -2277890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2277889.000000 Penalty: 4864.779297
	Iteration 29Q: 3 clusters Score -2277889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2277894.750000 Penalty: 4864.779297
	Iteration 30Q: 3 clusters Score -2277895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2277888.750000 Penalty: 4864.779297
	Iteration 31Q: 3 clusters Score -2277889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2277894.250000 Penalty: 4864.779297
	Iteration 32Q: 3 clusters Score -2277894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2277893.500000 Penalty: 4864.779297
	Iteration 33Q: 3 clusters Score -2277894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2277898.500000 Penalty: 4864.779297
	Iteration 34Q: 3 clusters Score -2277898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2277900.250000 Penalty: 4864.779297
	Iteration 35Q: 3 clusters Score -2277900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2277899.000000 Penalty: 4864.779297
	Iteration 36Q: 3 clusters Score -2277899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2277895.750000 Penalty: 4864.779297
	Iteration 37Q: 3 clusters Score -2277896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2277894.500000 Penalty: 4864.779297
	Iteration 38Q: 3 clusters Score -2277894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2277895.000000 Penalty: 4864.779297
	Iteration 39Q: 3 clusters Score -2277895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2277895.000000 Penalty: 4864.779297
	Iteration 40F: 3 clusters Score -2277895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 17145 members 
Mstep: Class 3 contains 9466 members 
Mstep: Class 4 contains 181712 members 
Mstep: Class 5 contains 52616 members 
Mstep: Class 6 contains 184310 members 
Mstep: Class 7 contains 101746 members 
Mstep: Class 8 contains 81727 members 
Mstep: Class 9 contains 180754 members 
Mstep: Class 10 contains 8561 members 
Mstep: Class 11 contains 15825 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 8404 members 
Mstep: Class 15 contains 958 members 
Mstep: Class 16 contains 67621 members 
Mstep: Class 17 contains 6852 members 
Mstep: Class 18 contains 65411 members 
Mstep: Class 19 contains 8606 members 
Mstep: Class 20 contains 4546 members 
Mstep: Class 21 contains 9256 members 
Mstep: Class 22 contains 16145 members 
Mstep: Class 23 contains 12439 members 
Mstep: Class 24 contains 12897 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 10503 members 
Mstep: Class 27 contains 37716 members 
Mstep: Class 28 contains 488 members 
Mstep: Class 29 contains 13040 members 
Mstep: Class 30 contains 8092 members 
Mstep: Class 31 contains 13256 members 
Mstep: Class 32 contains 15343 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24424 members 
Mstep: Class 35 contains 10375 members 
Mstep: Class 36 contains 13147 members 
Entering Unmasked Estep 
Score: -150758832.000000 Penalty: 125071.062500
Splitting cluster 13 changes total score from -150752624.000000 to -150758832.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 14 (8404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Entering Unmasked Estep 
Score: -1057862.000000 Penalty: 2241.042725
	Iteration 0F: 2 clusters Score -1057862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1051228.750000 Penalty: 4482.085449
	Iteration 0F: 3 clusters Score -1051229 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1053203.000000 Penalty: 4482.085449
	Iteration 1F: 3 clusters Score -1053203 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1053626.875000 Penalty: 4482.085449
	Iteration 2F: 3 clusters Score -1053627 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1053962.125000 Penalty: 4482.085449
	Iteration 3F: 3 clusters Score -1053962 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1054223.500000 Penalty: 4482.085449
	Iteration 4F: 3 clusters Score -1054224 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1054426.250000 Penalty: 4482.085449
	Iteration 5Q: 3 clusters Score -1054426 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1054601.875000 Penalty: 4482.085449
	Iteration 6Q: 3 clusters Score -1054602 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1054763.375000 Penalty: 4482.085449
	Iteration 7Q: 3 clusters Score -1054763 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1054921.250000 Penalty: 4482.085449
	Iteration 8Q: 3 clusters Score -1054921 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1055081.875000 Penalty: 4482.085449
	Iteration 9Q: 3 clusters Score -1055082 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1055224.750000 Penalty: 4482.085449
	Iteration 10Q: 3 clusters Score -1055225 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1055374.250000 Penalty: 4482.085449
	Iteration 11Q: 3 clusters Score -1055374 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1055530.125000 Penalty: 4482.085449
	Iteration 12Q: 3 clusters Score -1055530 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1055698.750000 Penalty: 4482.085449
	Iteration 13Q: 3 clusters Score -1055699 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1055841.500000 Penalty: 4482.085449
	Iteration 14Q: 3 clusters Score -1055842 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1055960.500000 Penalty: 4482.085449
	Iteration 15Q: 3 clusters Score -1055960 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1056083.000000 Penalty: 4482.085449
	Iteration 16Q: 3 clusters Score -1056083 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1056156.500000 Penalty: 4482.085449
	Iteration 17Q: 3 clusters Score -1056156 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1056234.125000 Penalty: 4482.085449
	Iteration 18Q: 3 clusters Score -1056234 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1056310.375000 Penalty: 4482.085449
	Iteration 19Q: 3 clusters Score -1056310 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1056360.250000 Penalty: 4482.085449
	Iteration 20F: 3 clusters Score -1056360 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1056410.125000 Penalty: 4482.085449
	Iteration 21Q: 3 clusters Score -1056410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1056452.875000 Penalty: 4482.085449
	Iteration 22Q: 3 clusters Score -1056453 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1056488.625000 Penalty: 4482.085449
	Iteration 23Q: 3 clusters Score -1056489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1056512.000000 Penalty: 4482.085449
	Iteration 24Q: 3 clusters Score -1056512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1056536.375000 Penalty: 4482.085449
	Iteration 25Q: 3 clusters Score -1056536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1056556.500000 Penalty: 4482.085449
	Iteration 26Q: 3 clusters Score -1056556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1056572.750000 Penalty: 4482.085449
	Iteration 27Q: 3 clusters Score -1056573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1056584.000000 Penalty: 4482.085449
	Iteration 28Q: 3 clusters Score -1056584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1056590.125000 Penalty: 4482.085449
	Iteration 29Q: 3 clusters Score -1056590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1056592.750000 Penalty: 4482.085449
	Iteration 30Q: 3 clusters Score -1056593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1056594.000000 Penalty: 4482.085449
	Iteration 31Q: 3 clusters Score -1056594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1056594.750000 Penalty: 4482.085449
	Iteration 32Q: 3 clusters Score -1056595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1056594.750000 Penalty: 4482.085449
	Iteration 33Q: 3 clusters Score -1056595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1056596.250000 Penalty: 4482.085449
	Iteration 34Q: 3 clusters Score -1056596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1056596.625000 Penalty: 4482.085449
	Iteration 35Q: 3 clusters Score -1056597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1056597.250000 Penalty: 4482.085449
	Iteration 36Q: 3 clusters Score -1056597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1056598.875000 Penalty: 4482.085449
	Iteration 37Q: 3 clusters Score -1056599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1056598.875000 Penalty: 4482.085449
	Iteration 38F: 3 clusters Score -1056599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -114953.070312 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -114953.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -113113.601562 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -113113.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -113496.843750 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -113496.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -113682.039062 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -113682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -113831.921875 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -113831.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -113966.000000 Penalty: 3404.964355
	Iteration 4F: 3 clusters Score -113966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -114137.492188 Penalty: 3404.964355
	Iteration 5F: 3 clusters Score -114137.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -114305.406250 Penalty: 3404.964355
	Iteration 6F: 3 clusters Score -114305.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -114419.828125 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -114419.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -114518.531250 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -114518.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -114564.304688 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -114564.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -114591.500000 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -114591.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -114614.820312 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -114614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -114622.421875 Penalty: 3404.964355
	Iteration 12Q: 3 clusters Score -114622.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -114625.046875 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -114625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -114628.953125 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -114629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -114629.398438 Penalty: 3404.964355
	Iteration 15Q: 3 clusters Score -114629.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -114630.609375 Penalty: 3404.964355
	Iteration 16Q: 3 clusters Score -114630.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -114630.609375 Penalty: 3404.964355
	Iteration 17F: 3 clusters Score -114630.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67621 members 
Entering Unmasked Estep 
Score: -8640790.000000 Penalty: 2758.175049
	Iteration 0F: 2 clusters Score -8640790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -8595407.000000 Penalty: 5516.350098
	Iteration 0F: 3 clusters Score -8595407 nChanged 31572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -8613260.000000 Penalty: 5516.350098
	Iteration 1F: 3 clusters Score -8613260 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -8614480.000000 Penalty: 5516.350098
	Iteration 2Q: 3 clusters Score -8614480 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -8616137.000000 Penalty: 5516.350098
	Iteration 3Q: 3 clusters Score -8616137 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -8618566.000000 Penalty: 5516.350098
	Iteration 4F: 3 clusters Score -8618566 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -8621377.000000 Penalty: 5516.350098
	Iteration 5F: 3 clusters Score -8621377 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -8624494.000000 Penalty: 5516.350098
	Iteration 6F: 3 clusters Score -8624494 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -8627709.000000 Penalty: 5516.350098
	Iteration 7F: 3 clusters Score -8627709 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -8630501.000000 Penalty: 5516.350098
	Iteration 8F: 3 clusters Score -8630501 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -8632859.000000 Penalty: 5516.350098
	Iteration 9Q: 3 clusters Score -8632859 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -8634693.000000 Penalty: 5516.350098
	Iteration 10Q: 3 clusters Score -8634693 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 63435 members 
Entering Unmasked Estep 
Score: -8636027.000000 Penalty: 5516.350098
	Iteration 11Q: 3 clusters Score -8636027 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
Score: -8637016.000000 Penalty: 5516.350098
	Iteration 12Q: 3 clusters Score -8637016 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -8637724.000000 Penalty: 5516.350098
	Iteration 13Q: 3 clusters Score -8637724 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -8638285.000000 Penalty: 5516.350098
	Iteration 14Q: 3 clusters Score -8638285 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 66498 members 
Entering Unmasked Estep 
Score: -8638714.000000 Penalty: 5516.350098
	Iteration 15Q: 3 clusters Score -8638714 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 66667 members 
Entering Unmasked Estep 
Score: -8639077.000000 Penalty: 5516.350098
	Iteration 16Q: 3 clusters Score -8639077 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 66759 members 
Entering Unmasked Estep 
Score: -8639310.000000 Penalty: 5516.350098
	Iteration 17Q: 3 clusters Score -8639310 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -8639463.000000 Penalty: 5516.350098
	Iteration 18Q: 3 clusters Score -8639463 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -8639570.000000 Penalty: 5516.350098
	Iteration 19Q: 3 clusters Score -8639570 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -8639713.000000 Penalty: 5516.350098
	Iteration 20F: 3 clusters Score -8639713 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 66854 members 
Entering Unmasked Estep 
Score: -8639845.000000 Penalty: 5516.350098
	Iteration 21Q: 3 clusters Score -8639845 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 66851 members 
Entering Unmasked Estep 
Score: -8639944.000000 Penalty: 5516.350098
	Iteration 22Q: 3 clusters Score -8639944 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 66858 members 
Entering Unmasked Estep 
Score: -8640023.000000 Penalty: 5516.350098
	Iteration 23Q: 3 clusters Score -8640023 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -8640075.000000 Penalty: 5516.350098
	Iteration 24Q: 3 clusters Score -8640075 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -8640124.000000 Penalty: 5516.350098
	Iteration 25Q: 3 clusters Score -8640124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 66870 members 
Entering Unmasked Estep 
Score: -8640178.000000 Penalty: 5516.350098
	Iteration 26Q: 3 clusters Score -8640178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -8640231.000000 Penalty: 5516.350098
	Iteration 27Q: 3 clusters Score -8640231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -8640264.000000 Penalty: 5516.350098
	Iteration 28Q: 3 clusters Score -8640264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -8640290.000000 Penalty: 5516.350098
	Iteration 29Q: 3 clusters Score -8640290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -8640296.000000 Penalty: 5516.350098
	Iteration 30Q: 3 clusters Score -8640296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -8640309.000000 Penalty: 5516.350098
	Iteration 31Q: 3 clusters Score -8640309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -8640312.000000 Penalty: 5516.350098
	Iteration 32Q: 3 clusters Score -8640312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -8640326.000000 Penalty: 5516.350098
	Iteration 33Q: 3 clusters Score -8640326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -8640343.000000 Penalty: 5516.350098
	Iteration 34Q: 3 clusters Score -8640343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 66879 members 
Entering Unmasked Estep 
Score: -8640348.000000 Penalty: 5516.350098
	Iteration 35Q: 3 clusters Score -8640348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 66879 members 
Entering Unmasked Estep 
Score: -8640342.000000 Penalty: 5516.350098
	Iteration 36Q: 3 clusters Score -8640342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -8640346.000000 Penalty: 5516.350098
	Iteration 37Q: 3 clusters Score -8640346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -8640349.000000 Penalty: 5516.350098
	Iteration 38Q: 3 clusters Score -8640349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -8640352.000000 Penalty: 5516.350098
	Iteration 39Q: 3 clusters Score -8640352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -8640357.000000 Penalty: 5516.350098
	Iteration 40F: 3 clusters Score -8640357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 66872 members 
Entering Unmasked Estep 
Score: -8640370.000000 Penalty: 5516.350098
	Iteration 41Q: 3 clusters Score -8640370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -8640381.000000 Penalty: 5516.350098
	Iteration 42Q: 3 clusters Score -8640381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -8640384.000000 Penalty: 5516.350098
	Iteration 43Q: 3 clusters Score -8640384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 66866 members 
Entering Unmasked Estep 
Score: -8640391.000000 Penalty: 5516.350098
	Iteration 44Q: 3 clusters Score -8640391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -8640386.000000 Penalty: 5516.350098
	Iteration 45Q: 3 clusters Score -8640386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -8640386.000000 Penalty: 5516.350098
	Iteration 46F: 3 clusters Score -8640386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Entering Unmasked Estep 
Score: -858981.250000 Penalty: 2190.409180
	Iteration 0F: 2 clusters Score -858981.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -853263.312500 Penalty: 4380.818359
	Iteration 0F: 3 clusters Score -853263.3 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -854924.000000 Penalty: 4380.818359
	Iteration 1F: 3 clusters Score -854924 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -855372.000000 Penalty: 4380.818359
	Iteration 2F: 3 clusters Score -855372 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -855859.125000 Penalty: 4380.818359
	Iteration 3F: 3 clusters Score -855859.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -856361.750000 Penalty: 4380.818359
	Iteration 4F: 3 clusters Score -856361.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -856827.187500 Penalty: 4380.818359
	Iteration 5F: 3 clusters Score -856827.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -857218.500000 Penalty: 4380.818359
	Iteration 6F: 3 clusters Score -857218.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -857493.812500 Penalty: 4380.818359
	Iteration 7Q: 3 clusters Score -857493.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -857693.437500 Penalty: 4380.818359
	Iteration 8Q: 3 clusters Score -857693.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -857836.250000 Penalty: 4380.818359
	Iteration 9Q: 3 clusters Score -857836.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -857947.875000 Penalty: 4380.818359
	Iteration 10Q: 3 clusters Score -857947.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -858066.625000 Penalty: 4380.818359
	Iteration 11Q: 3 clusters Score -858066.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -858186.812500 Penalty: 4380.818359
	Iteration 12Q: 3 clusters Score -858186.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -858286.125000 Penalty: 4380.818359
	Iteration 13Q: 3 clusters Score -858286.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -858377.125000 Penalty: 4380.818359
	Iteration 14Q: 3 clusters Score -858377.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -858442.062500 Penalty: 4380.818359
	Iteration 15Q: 3 clusters Score -858442.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -858499.125000 Penalty: 4380.818359
	Iteration 16Q: 3 clusters Score -858499.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -858534.687500 Penalty: 4380.818359
	Iteration 17Q: 3 clusters Score -858534.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -858562.437500 Penalty: 4380.818359
	Iteration 18Q: 3 clusters Score -858562.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -858587.125000 Penalty: 4380.818359
	Iteration 19Q: 3 clusters Score -858587.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -858606.625000 Penalty: 4380.818359
	Iteration 20F: 3 clusters Score -858606.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -858626.562500 Penalty: 4380.818359
	Iteration 21Q: 3 clusters Score -858626.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -858658.500000 Penalty: 4380.818359
	Iteration 22Q: 3 clusters Score -858658.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -858698.812500 Penalty: 4380.818359
	Iteration 23Q: 3 clusters Score -858698.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -858788.875000 Penalty: 4380.818359
	Iteration 24Q: 3 clusters Score -858788.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -858870.062500 Penalty: 4380.818359
	Iteration 25Q: 3 clusters Score -858870.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -858883.562500 Penalty: 4380.818359
	Iteration 26Q: 3 clusters Score -858883.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -858885.812500 Penalty: 4380.818359
	Iteration 27Q: 3 clusters Score -858885.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -858887.250000 Penalty: 4380.818359
	Iteration 28Q: 3 clusters Score -858887.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -858890.125000 Penalty: 4380.818359
	Iteration 29Q: 3 clusters Score -858890.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -858889.937500 Penalty: 4380.818359
	Iteration 30Q: 3 clusters Score -858889.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -858889.937500 Penalty: 4380.818359
	Iteration 31Q: 3 clusters Score -858889.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -858889.937500 Penalty: 4380.818359
	Iteration 32F: 3 clusters Score -858889.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (65411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65411 members 
Entering Unmasked Estep 
Score: -7909105.500000 Penalty: 2749.934570
	Iteration 0F: 2 clusters Score -7909106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -7865274.000000 Penalty: 5499.869141
	Iteration 0F: 3 clusters Score -7865274 nChanged 30618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -7882775.000000 Penalty: 5499.869141
	Iteration 1F: 3 clusters Score -7882775 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -7883844.000000 Penalty: 5499.869141
	Iteration 2Q: 3 clusters Score -7883844 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -7885173.000000 Penalty: 5499.869141
	Iteration 3Q: 3 clusters Score -7885173 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -7886796.000000 Penalty: 5499.869141
	Iteration 4F: 3 clusters Score -7886796 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -7888822.000000 Penalty: 5499.869141
	Iteration 5F: 3 clusters Score -7888822 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -7891053.500000 Penalty: 5499.869141
	Iteration 6F: 3 clusters Score -7891054 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -7893522.000000 Penalty: 5499.869141
	Iteration 7F: 3 clusters Score -7893522 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -7895930.500000 Penalty: 5499.869141
	Iteration 8F: 3 clusters Score -7895930 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -7898207.000000 Penalty: 5499.869141
	Iteration 9Q: 3 clusters Score -7898207 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -7899912.000000 Penalty: 5499.869141
	Iteration 10Q: 3 clusters Score -7899912 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -7901431.500000 Penalty: 5499.869141
	Iteration 11Q: 3 clusters Score -7901432 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -7902569.000000 Penalty: 5499.869141
	Iteration 12Q: 3 clusters Score -7902569 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 55272 members 
Entering Unmasked Estep 
Score: -7903407.500000 Penalty: 5499.869141
	Iteration 13Q: 3 clusters Score -7903408 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -7903998.000000 Penalty: 5499.869141
	Iteration 14Q: 3 clusters Score -7903998 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -7904479.500000 Penalty: 5499.869141
	Iteration 15Q: 3 clusters Score -7904480 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -7904936.500000 Penalty: 5499.869141
	Iteration 16Q: 3 clusters Score -7904936 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -7905437.000000 Penalty: 5499.869141
	Iteration 17Q: 3 clusters Score -7905437 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 58472 members 
Entering Unmasked Estep 
Score: -7905864.500000 Penalty: 5499.869141
	Iteration 18Q: 3 clusters Score -7905864 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 58895 members 
Entering Unmasked Estep 
Score: -7906177.500000 Penalty: 5499.869141
	Iteration 19Q: 3 clusters Score -7906178 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -7906494.000000 Penalty: 5499.869141
	Iteration 20F: 3 clusters Score -7906494 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 59593 members 
Entering Unmasked Estep 
Score: -7906774.500000 Penalty: 5499.869141
	Iteration 21Q: 3 clusters Score -7906774 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -7907062.500000 Penalty: 5499.869141
	Iteration 22Q: 3 clusters Score -7907062 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -7907348.500000 Penalty: 5499.869141
	Iteration 23Q: 3 clusters Score -7907348 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -7907615.500000 Penalty: 5499.869141
	Iteration 24Q: 3 clusters Score -7907616 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -7907824.000000 Penalty: 5499.869141
	Iteration 25Q: 3 clusters Score -7907824 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 60894 members 
Entering Unmasked Estep 
Score: -7907979.500000 Penalty: 5499.869141
	Iteration 26Q: 3 clusters Score -7907980 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 61062 members 
Entering Unmasked Estep 
Score: -7908080.000000 Penalty: 5499.869141
	Iteration 27Q: 3 clusters Score -7908080 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -7908158.000000 Penalty: 5499.869141
	Iteration 28Q: 3 clusters Score -7908158 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 61277 members 
Entering Unmasked Estep 
Score: -7908219.500000 Penalty: 5499.869141
	Iteration 29Q: 3 clusters Score -7908220 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -7908230.000000 Penalty: 5499.869141
	Iteration 30Q: 3 clusters Score -7908230 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 61457 members 
Entering Unmasked Estep 
Score: -7908243.500000 Penalty: 5499.869141
	Iteration 31Q: 3 clusters Score -7908244 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -7908287.000000 Penalty: 5499.869141
	Iteration 32Q: 3 clusters Score -7908287 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -7908325.500000 Penalty: 5499.869141
	Iteration 33Q: 3 clusters Score -7908326 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 61630 members 
Entering Unmasked Estep 
Score: -7908344.500000 Penalty: 5499.869141
	Iteration 34Q: 3 clusters Score -7908344 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 61690 members 
Entering Unmasked Estep 
Score: -7908367.000000 Penalty: 5499.869141
	Iteration 35Q: 3 clusters Score -7908367 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 61729 members 
Entering Unmasked Estep 
Score: -7908364.000000 Penalty: 5499.869141
	Iteration 36Q: 3 clusters Score -7908364 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -7908381.000000 Penalty: 5499.869141
	Iteration 37Q: 3 clusters Score -7908381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -7908373.500000 Penalty: 5499.869141
	Iteration 38Q: 3 clusters Score -7908374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -7908379.500000 Penalty: 5499.869141
	Iteration 39Q: 3 clusters Score -7908380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -7908381.500000 Penalty: 5499.869141
	Iteration 40F: 3 clusters Score -7908382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
Score: -7908386.500000 Penalty: 5499.869141
	Iteration 41Q: 3 clusters Score -7908386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 61854 members 
Entering Unmasked Estep 
Score: -7908390.000000 Penalty: 5499.869141
	Iteration 42Q: 3 clusters Score -7908390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -7908389.000000 Penalty: 5499.869141
	Iteration 43Q: 3 clusters Score -7908389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -7908379.000000 Penalty: 5499.869141
	Iteration 44Q: 3 clusters Score -7908379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -7908383.500000 Penalty: 5499.869141
	Iteration 45Q: 3 clusters Score -7908384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 61921 members 
Entering Unmasked Estep 
Score: -7908404.500000 Penalty: 5499.869141
	Iteration 46Q: 3 clusters Score -7908404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 61936 members 
Entering Unmasked Estep 
Score: -7908410.000000 Penalty: 5499.869141
	Iteration 47Q: 3 clusters Score -7908410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 61949 members 
Entering Unmasked Estep 
Score: -7908409.500000 Penalty: 5499.869141
	Iteration 48Q: 3 clusters Score -7908410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -7908408.000000 Penalty: 5499.869141
	Iteration 49Q: 3 clusters Score -7908408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 61972 members 
Entering Unmasked Estep 
Score: -7908416.000000 Penalty: 5499.869141
	Iteration 50Q: 3 clusters Score -7908416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 61982 members 
Entering Unmasked Estep 
Score: -7908418.000000 Penalty: 5499.869141
	Iteration 51Q: 3 clusters Score -7908418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 61988 members 
Entering Unmasked Estep 
Score: -7908419.000000 Penalty: 5499.869141
	Iteration 52Q: 3 clusters Score -7908419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 61995 members 
Entering Unmasked Estep 
Score: -7908422.000000 Penalty: 5499.869141
	Iteration 53Q: 3 clusters Score -7908422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 62003 members 
Entering Unmasked Estep 
Score: -7908427.000000 Penalty: 5499.869141
	Iteration 54Q: 3 clusters Score -7908427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 62008 members 
Entering Unmasked Estep 
Score: -7908419.500000 Penalty: 5499.869141
	Iteration 55Q: 3 clusters Score -7908420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -7908419.000000 Penalty: 5499.869141
	Iteration 56Q: 3 clusters Score -7908419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -7908423.000000 Penalty: 5499.869141
	Iteration 57Q: 3 clusters Score -7908423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 62024 members 
Entering Unmasked Estep 
Score: -7908424.500000 Penalty: 5499.869141
	Iteration 58Q: 3 clusters Score -7908424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -7908419.000000 Penalty: 5499.869141
	Iteration 59Q: 3 clusters Score -7908419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 62028 members 
Entering Unmasked Estep 
Score: -7908422.000000 Penalty: 5499.869141
	Iteration 60F: 3 clusters Score -7908422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 62030 members 
Entering Unmasked Estep 
Score: -7908418.000000 Penalty: 5499.869141
	Iteration 61Q: 3 clusters Score -7908418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -7908426.000000 Penalty: 5499.869141
	Iteration 62Q: 3 clusters Score -7908426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -7908426.000000 Penalty: 5499.869141
	Iteration 63F: 3 clusters Score -7908426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Entering Unmasked Estep 
Score: -1030659.937500 Penalty: 2246.933350
	Iteration 0F: 2 clusters Score -1030660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1023905.750000 Penalty: 4493.866699
	Iteration 0F: 3 clusters Score -1023906 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1025817.937500 Penalty: 4493.866699
	Iteration 1F: 3 clusters Score -1025818 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1026169.812500 Penalty: 4493.866699
	Iteration 2F: 3 clusters Score -1026170 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1026438.125000 Penalty: 4493.866699
	Iteration 3F: 3 clusters Score -1026438 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1026677.312500 Penalty: 4493.866699
	Iteration 4Q: 3 clusters Score -1026677 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1026931.437500 Penalty: 4493.866699
	Iteration 5Q: 3 clusters Score -1026931 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1027242.750000 Penalty: 4493.866699
	Iteration 6Q: 3 clusters Score -1027243 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1027574.562500 Penalty: 4493.866699
	Iteration 7Q: 3 clusters Score -1027575 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1027855.187500 Penalty: 4493.866699
	Iteration 8Q: 3 clusters Score -1027855 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1028112.687500 Penalty: 4493.866699
	Iteration 9Q: 3 clusters Score -1028113 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1028382.812500 Penalty: 4493.866699
	Iteration 10Q: 3 clusters Score -1028383 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1028646.750000 Penalty: 4493.866699
	Iteration 11Q: 3 clusters Score -1028647 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1028893.000000 Penalty: 4493.866699
	Iteration 12Q: 3 clusters Score -1028893 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1029083.312500 Penalty: 4493.866699
	Iteration 13Q: 3 clusters Score -1029083 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1029212.437500 Penalty: 4493.866699
	Iteration 14Q: 3 clusters Score -1029212 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1029297.375000 Penalty: 4493.866699
	Iteration 15Q: 3 clusters Score -1029297 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1029356.750000 Penalty: 4493.866699
	Iteration 16Q: 3 clusters Score -1029357 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1029387.000000 Penalty: 4493.866699
	Iteration 17Q: 3 clusters Score -1029387 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1029413.000000 Penalty: 4493.866699
	Iteration 18Q: 3 clusters Score -1029413 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1029431.562500 Penalty: 4493.866699
	Iteration 19Q: 3 clusters Score -1029432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1029448.562500 Penalty: 4493.866699
	Iteration 20F: 3 clusters Score -1029449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1029458.562500 Penalty: 4493.866699
	Iteration 21Q: 3 clusters Score -1029459 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1029471.062500 Penalty: 4493.866699
	Iteration 22Q: 3 clusters Score -1029471 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1029483.500000 Penalty: 4493.866699
	Iteration 23Q: 3 clusters Score -1029484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1029494.937500 Penalty: 4493.866699
	Iteration 24Q: 3 clusters Score -1029495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1029506.375000 Penalty: 4493.866699
	Iteration 25Q: 3 clusters Score -1029506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1029514.875000 Penalty: 4493.866699
	Iteration 26Q: 3 clusters Score -1029515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1029521.062500 Penalty: 4493.866699
	Iteration 27Q: 3 clusters Score -1029521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1029532.500000 Penalty: 4493.866699
	Iteration 28Q: 3 clusters Score -1029532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1029548.562500 Penalty: 4493.866699
	Iteration 29Q: 3 clusters Score -1029549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1029564.625000 Penalty: 4493.866699
	Iteration 30Q: 3 clusters Score -1029565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1029578.750000 Penalty: 4493.866699
	Iteration 31Q: 3 clusters Score -1029579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1029589.687500 Penalty: 4493.866699
	Iteration 32Q: 3 clusters Score -1029590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1029599.250000 Penalty: 4493.866699
	Iteration 33Q: 3 clusters Score -1029599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1029606.937500 Penalty: 4493.866699
	Iteration 34Q: 3 clusters Score -1029607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1029616.562500 Penalty: 4493.866699
	Iteration 35Q: 3 clusters Score -1029617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1029625.437500 Penalty: 4493.866699
	Iteration 36Q: 3 clusters Score -1029625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1029632.500000 Penalty: 4493.866699
	Iteration 37Q: 3 clusters Score -1029632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1029636.750000 Penalty: 4493.866699
	Iteration 38Q: 3 clusters Score -1029637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1029647.125000 Penalty: 4493.866699
	Iteration 39Q: 3 clusters Score -1029647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1029668.812500 Penalty: 4493.866699
	Iteration 40F: 3 clusters Score -1029669 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1029695.687500 Penalty: 4493.866699
	Iteration 41Q: 3 clusters Score -1029696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1029741.125000 Penalty: 4493.866699
	Iteration 42Q: 3 clusters Score -1029741 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1029793.187500 Penalty: 4493.866699
	Iteration 43Q: 3 clusters Score -1029793 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1029880.937500 Penalty: 4493.866699
	Iteration 44Q: 3 clusters Score -1029881 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1030021.625000 Penalty: 4493.866699
	Iteration 45Q: 3 clusters Score -1030022 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1030149.375000 Penalty: 4493.866699
	Iteration 46Q: 3 clusters Score -1030149 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1030230.250000 Penalty: 4493.866699
	Iteration 47Q: 3 clusters Score -1030230 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1030262.875000 Penalty: 4493.866699
	Iteration 48Q: 3 clusters Score -1030263 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1030280.375000 Penalty: 4493.866699
	Iteration 49Q: 3 clusters Score -1030280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1030289.250000 Penalty: 4493.866699
	Iteration 50Q: 3 clusters Score -1030289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1030292.125000 Penalty: 4493.866699
	Iteration 51Q: 3 clusters Score -1030292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1030293.875000 Penalty: 4493.866699
	Iteration 52Q: 3 clusters Score -1030294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1030294.562500 Penalty: 4493.866699
	Iteration 53Q: 3 clusters Score -1030295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1030295.875000 Penalty: 4493.866699
	Iteration 54Q: 3 clusters Score -1030296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1030297.437500 Penalty: 4493.866699
	Iteration 55Q: 3 clusters Score -1030297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1030294.687500 Penalty: 4493.866699
	Iteration 56Q: 3 clusters Score -1030295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1030297.000000 Penalty: 4493.866699
	Iteration 57Q: 3 clusters Score -1030297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1030297.312500 Penalty: 4493.866699
	Iteration 58Q: 3 clusters Score -1030297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1030299.875000 Penalty: 4493.866699
	Iteration 59Q: 3 clusters Score -1030300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1030300.000000 Penalty: 4493.866699
	Iteration 60F: 3 clusters Score -1030300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1030300.625000 Penalty: 4493.866699
	Iteration 61Q: 3 clusters Score -1030301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1030300.812500 Penalty: 4493.866699
	Iteration 62Q: 3 clusters Score -1030301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1030301.625000 Penalty: 4493.866699
	Iteration 63Q: 3 clusters Score -1030302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1030301.312500 Penalty: 4493.866699
	Iteration 64Q: 3 clusters Score -1030301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1030303.437500 Penalty: 4493.866699
	Iteration 65Q: 3 clusters Score -1030303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1030303.000000 Penalty: 4493.866699
	Iteration 66Q: 3 clusters Score -1030303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1030302.562500 Penalty: 4493.866699
	Iteration 67Q: 3 clusters Score -1030303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1030304.250000 Penalty: 4493.866699
	Iteration 68Q: 3 clusters Score -1030304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1030304.250000 Penalty: 4493.866699
	Iteration 69F: 3 clusters Score -1030304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Entering Unmasked Estep 
Score: -503257.000000 Penalty: 2088.656738
	Iteration 0F: 2 clusters Score -503257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -499133.875000 Penalty: 4177.313477
	Iteration 0F: 3 clusters Score -499133.9 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -500629.750000 Penalty: 4177.313477
	Iteration 1F: 3 clusters Score -500629.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -501335.468750 Penalty: 4177.313477
	Iteration 2F: 3 clusters Score -501335.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -501880.531250 Penalty: 4177.313477
	Iteration 3F: 3 clusters Score -501880.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -502190.906250 Penalty: 4177.313477
	Iteration 4F: 3 clusters Score -502190.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -502381.312500 Penalty: 4177.313477
	Iteration 5F: 3 clusters Score -502381.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -502513.531250 Penalty: 4177.313477
	Iteration 6Q: 3 clusters Score -502513.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -502619.687500 Penalty: 4177.313477
	Iteration 7Q: 3 clusters Score -502619.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -502733.250000 Penalty: 4177.313477
	Iteration 8Q: 3 clusters Score -502733.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -502841.687500 Penalty: 4177.313477
	Iteration 9Q: 3 clusters Score -502841.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -502934.906250 Penalty: 4177.313477
	Iteration 10Q: 3 clusters Score -502934.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -503018.906250 Penalty: 4177.313477
	Iteration 11Q: 3 clusters Score -503018.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -503112.593750 Penalty: 4177.313477
	Iteration 12Q: 3 clusters Score -503112.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -503191.500000 Penalty: 4177.313477
	Iteration 13Q: 3 clusters Score -503191.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -503251.375000 Penalty: 4177.313477
	Iteration 14Q: 3 clusters Score -503251.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -503290.718750 Penalty: 4177.313477
	Iteration 15Q: 3 clusters Score -503290.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -503326.812500 Penalty: 4177.313477
	Iteration 16Q: 3 clusters Score -503326.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -503383.250000 Penalty: 4177.313477
	Iteration 17Q: 3 clusters Score -503383.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -503491.000000 Penalty: 4177.313477
	Iteration 18Q: 3 clusters Score -503491 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -503630.156250 Penalty: 4177.313477
	Iteration 19Q: 3 clusters Score -503630.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -503771.781250 Penalty: 4177.313477
	Iteration 20F: 3 clusters Score -503771.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -503872.531250 Penalty: 4177.313477
	Iteration 21Q: 3 clusters Score -503872.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -503910.875000 Penalty: 4177.313477
	Iteration 22Q: 3 clusters Score -503910.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -503925.031250 Penalty: 4177.313477
	Iteration 23Q: 3 clusters Score -503925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -503937.687500 Penalty: 4177.313477
	Iteration 24Q: 3 clusters Score -503937.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -503951.625000 Penalty: 4177.313477
	Iteration 25Q: 3 clusters Score -503951.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -503959.468750 Penalty: 4177.313477
	Iteration 26Q: 3 clusters Score -503959.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -503961.937500 Penalty: 4177.313477
	Iteration 27Q: 3 clusters Score -503961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -503964.937500 Penalty: 4177.313477
	Iteration 28Q: 3 clusters Score -503964.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -503967.281250 Penalty: 4177.313477
	Iteration 29Q: 3 clusters Score -503967.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -503968.343750 Penalty: 4177.313477
	Iteration 30Q: 3 clusters Score -503968.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -503968.093750 Penalty: 4177.313477
	Iteration 31Q: 3 clusters Score -503968.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -503968.093750 Penalty: 4177.313477
	Iteration 32F: 3 clusters Score -503968.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 17145 members 
Mstep: Class 3 contains 9466 members 
Mstep: Class 4 contains 181712 members 
Mstep: Class 5 contains 52616 members 
Mstep: Class 6 contains 184310 members 
Mstep: Class 7 contains 101746 members 
Mstep: Class 8 contains 81727 members 
Mstep: Class 9 contains 180754 members 
Mstep: Class 10 contains 8561 members 
Mstep: Class 11 contains 15825 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 8404 members 
Mstep: Class 15 contains 958 members 
Mstep: Class 16 contains 67621 members 
Mstep: Class 17 contains 6852 members 
Mstep: Class 18 contains 65411 members 
Mstep: Class 19 contains 8606 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 9256 members 
Mstep: Class 22 contains 16145 members 
Mstep: Class 23 contains 12439 members 
Mstep: Class 24 contains 12897 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 10503 members 
Mstep: Class 27 contains 37716 members 
Mstep: Class 28 contains 488 members 
Mstep: Class 29 contains 13040 members 
Mstep: Class 30 contains 8092 members 
Mstep: Class 31 contains 13256 members 
Mstep: Class 32 contains 15343 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24424 members 
Mstep: Class 35 contains 10375 members 
Mstep: Class 36 contains 13147 members 
Mstep: Class 37 contains 2030 members 
Entering Unmasked Estep 
Score: -150758400.000000 Penalty: 128545.257812
Splitting cluster 20 changes total score from -150752624.000000 to -150758400.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 21 (9256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Entering Unmasked Estep 
Score: -1217993.750000 Penalty: 2264.990723
	Iteration 0F: 2 clusters Score -1217994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1210808.375000 Penalty: 4529.981445
	Iteration 0F: 3 clusters Score -1210808 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1212802.000000 Penalty: 4529.981445
	Iteration 1F: 3 clusters Score -1212802 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1213032.750000 Penalty: 4529.981445
	Iteration 2F: 3 clusters Score -1213033 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1213192.375000 Penalty: 4529.981445
	Iteration 3Q: 3 clusters Score -1213192 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1213310.500000 Penalty: 4529.981445
	Iteration 4Q: 3 clusters Score -1213310 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1213392.375000 Penalty: 4529.981445
	Iteration 5Q: 3 clusters Score -1213392 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1213462.250000 Penalty: 4529.981445
	Iteration 6Q: 3 clusters Score -1213462 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1213522.375000 Penalty: 4529.981445
	Iteration 7Q: 3 clusters Score -1213522 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1213561.125000 Penalty: 4529.981445
	Iteration 8Q: 3 clusters Score -1213561 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1213590.375000 Penalty: 4529.981445
	Iteration 9Q: 3 clusters Score -1213590 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1213601.750000 Penalty: 4529.981445
	Iteration 10Q: 3 clusters Score -1213602 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1213618.750000 Penalty: 4529.981445
	Iteration 11Q: 3 clusters Score -1213619 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1213632.750000 Penalty: 4529.981445
	Iteration 12Q: 3 clusters Score -1213633 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1213648.750000 Penalty: 4529.981445
	Iteration 13Q: 3 clusters Score -1213649 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1213660.875000 Penalty: 4529.981445
	Iteration 14Q: 3 clusters Score -1213661 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1213675.375000 Penalty: 4529.981445
	Iteration 15Q: 3 clusters Score -1213675 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1213688.875000 Penalty: 4529.981445
	Iteration 16Q: 3 clusters Score -1213689 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1213709.125000 Penalty: 4529.981445
	Iteration 17Q: 3 clusters Score -1213709 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1213721.500000 Penalty: 4529.981445
	Iteration 18Q: 3 clusters Score -1213722 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1213737.375000 Penalty: 4529.981445
	Iteration 19Q: 3 clusters Score -1213737 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1213751.875000 Penalty: 4529.981445
	Iteration 20F: 3 clusters Score -1213752 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1213755.500000 Penalty: 4529.981445
	Iteration 21Q: 3 clusters Score -1213756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1213765.875000 Penalty: 4529.981445
	Iteration 22Q: 3 clusters Score -1213766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1213776.125000 Penalty: 4529.981445
	Iteration 23Q: 3 clusters Score -1213776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1213781.500000 Penalty: 4529.981445
	Iteration 24Q: 3 clusters Score -1213782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1213793.750000 Penalty: 4529.981445
	Iteration 25Q: 3 clusters Score -1213794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1213799.875000 Penalty: 4529.981445
	Iteration 26Q: 3 clusters Score -1213800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1213811.125000 Penalty: 4529.981445
	Iteration 27Q: 3 clusters Score -1213811 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1213818.375000 Penalty: 4529.981445
	Iteration 28Q: 3 clusters Score -1213818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1213824.500000 Penalty: 4529.981445
	Iteration 29Q: 3 clusters Score -1213824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1213832.000000 Penalty: 4529.981445
	Iteration 30Q: 3 clusters Score -1213832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1213841.125000 Penalty: 4529.981445
	Iteration 31Q: 3 clusters Score -1213841 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1213848.250000 Penalty: 4529.981445
	Iteration 32Q: 3 clusters Score -1213848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1213858.000000 Penalty: 4529.981445
	Iteration 33Q: 3 clusters Score -1213858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1213869.875000 Penalty: 4529.981445
	Iteration 34Q: 3 clusters Score -1213870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1213881.000000 Penalty: 4529.981445
	Iteration 35Q: 3 clusters Score -1213881 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1213895.750000 Penalty: 4529.981445
	Iteration 36Q: 3 clusters Score -1213896 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1213909.250000 Penalty: 4529.981445
	Iteration 37Q: 3 clusters Score -1213909 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1213923.000000 Penalty: 4529.981445
	Iteration 38Q: 3 clusters Score -1213923 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1213939.250000 Penalty: 4529.981445
	Iteration 39Q: 3 clusters Score -1213939 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1213961.500000 Penalty: 4529.981445
	Iteration 40F: 3 clusters Score -1213962 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1213994.375000 Penalty: 4529.981445
	Iteration 41Q: 3 clusters Score -1213994 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1214034.875000 Penalty: 4529.981445
	Iteration 42Q: 3 clusters Score -1214035 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1214083.625000 Penalty: 4529.981445
	Iteration 43Q: 3 clusters Score -1214084 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1214156.250000 Penalty: 4529.981445
	Iteration 44Q: 3 clusters Score -1214156 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1214240.375000 Penalty: 4529.981445
	Iteration 45Q: 3 clusters Score -1214240 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1214350.250000 Penalty: 4529.981445
	Iteration 46Q: 3 clusters Score -1214350 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1214480.125000 Penalty: 4529.981445
	Iteration 47Q: 3 clusters Score -1214480 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1214657.375000 Penalty: 4529.981445
	Iteration 48Q: 3 clusters Score -1214657 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1214832.625000 Penalty: 4529.981445
	Iteration 49Q: 3 clusters Score -1214833 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1215008.125000 Penalty: 4529.981445
	Iteration 50Q: 3 clusters Score -1215008 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1215146.500000 Penalty: 4529.981445
	Iteration 51Q: 3 clusters Score -1215146 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1215286.500000 Penalty: 4529.981445
	Iteration 52Q: 3 clusters Score -1215286 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1215423.750000 Penalty: 4529.981445
	Iteration 53Q: 3 clusters Score -1215424 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1215555.875000 Penalty: 4529.981445
	Iteration 54Q: 3 clusters Score -1215556 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1215646.250000 Penalty: 4529.981445
	Iteration 55Q: 3 clusters Score -1215646 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1215715.500000 Penalty: 4529.981445
	Iteration 56Q: 3 clusters Score -1215716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1215765.875000 Penalty: 4529.981445
	Iteration 57Q: 3 clusters Score -1215766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1215801.250000 Penalty: 4529.981445
	Iteration 58Q: 3 clusters Score -1215801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1215824.625000 Penalty: 4529.981445
	Iteration 59Q: 3 clusters Score -1215825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1215845.625000 Penalty: 4529.981445
	Iteration 60F: 3 clusters Score -1215846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1215868.500000 Penalty: 4529.981445
	Iteration 61Q: 3 clusters Score -1215868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1215890.625000 Penalty: 4529.981445
	Iteration 62Q: 3 clusters Score -1215891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1215912.500000 Penalty: 4529.981445
	Iteration 63Q: 3 clusters Score -1215912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1215922.000000 Penalty: 4529.981445
	Iteration 64Q: 3 clusters Score -1215922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1215931.125000 Penalty: 4529.981445
	Iteration 65Q: 3 clusters Score -1215931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1215935.875000 Penalty: 4529.981445
	Iteration 66Q: 3 clusters Score -1215936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1215939.250000 Penalty: 4529.981445
	Iteration 67Q: 3 clusters Score -1215939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1215947.375000 Penalty: 4529.981445
	Iteration 68Q: 3 clusters Score -1215947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1215953.250000 Penalty: 4529.981445
	Iteration 69Q: 3 clusters Score -1215953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1215957.375000 Penalty: 4529.981445
	Iteration 70Q: 3 clusters Score -1215957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1215960.375000 Penalty: 4529.981445
	Iteration 71Q: 3 clusters Score -1215960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1215965.125000 Penalty: 4529.981445
	Iteration 72Q: 3 clusters Score -1215965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1215967.875000 Penalty: 4529.981445
	Iteration 73Q: 3 clusters Score -1215968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1215968.750000 Penalty: 4529.981445
	Iteration 74Q: 3 clusters Score -1215969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1215973.375000 Penalty: 4529.981445
	Iteration 75Q: 3 clusters Score -1215973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1215973.125000 Penalty: 4529.981445
	Iteration 76Q: 3 clusters Score -1215973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1215973.125000 Penalty: 4529.981445
	Iteration 77F: 3 clusters Score -1215973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Entering Unmasked Estep 
Score: -2070078.000000 Penalty: 2402.962646
	Iteration 0F: 2 clusters Score -2070078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2058548.375000 Penalty: 4805.925293
	Iteration 0F: 3 clusters Score -2058548 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2062613.000000 Penalty: 4805.925293
	Iteration 1F: 3 clusters Score -2062613 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2063343.375000 Penalty: 4805.925293
	Iteration 2F: 3 clusters Score -2063343 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2064128.500000 Penalty: 4805.925293
	Iteration 3F: 3 clusters Score -2064128 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2064942.875000 Penalty: 4805.925293
	Iteration 4F: 3 clusters Score -2064943 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2065786.500000 Penalty: 4805.925293
	Iteration 5F: 3 clusters Score -2065786 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2066567.625000 Penalty: 4805.925293
	Iteration 6F: 3 clusters Score -2066568 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2067300.500000 Penalty: 4805.925293
	Iteration 7F: 3 clusters Score -2067300 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2067891.875000 Penalty: 4805.925293
	Iteration 8Q: 3 clusters Score -2067892 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2068322.875000 Penalty: 4805.925293
	Iteration 9Q: 3 clusters Score -2068323 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2068588.375000 Penalty: 4805.925293
	Iteration 10Q: 3 clusters Score -2068588 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2068761.875000 Penalty: 4805.925293
	Iteration 11Q: 3 clusters Score -2068762 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2068874.000000 Penalty: 4805.925293
	Iteration 12Q: 3 clusters Score -2068874 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2068961.750000 Penalty: 4805.925293
	Iteration 13Q: 3 clusters Score -2068962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2069047.500000 Penalty: 4805.925293
	Iteration 14Q: 3 clusters Score -2069048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2069103.875000 Penalty: 4805.925293
	Iteration 15Q: 3 clusters Score -2069104 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2069171.375000 Penalty: 4805.925293
	Iteration 16Q: 3 clusters Score -2069171 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2069216.500000 Penalty: 4805.925293
	Iteration 17Q: 3 clusters Score -2069216 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2069266.500000 Penalty: 4805.925293
	Iteration 18Q: 3 clusters Score -2069266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2069302.500000 Penalty: 4805.925293
	Iteration 19Q: 3 clusters Score -2069302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2069341.000000 Penalty: 4805.925293
	Iteration 20F: 3 clusters Score -2069341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2069373.250000 Penalty: 4805.925293
	Iteration 21Q: 3 clusters Score -2069373 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2069406.875000 Penalty: 4805.925293
	Iteration 22Q: 3 clusters Score -2069407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2069417.375000 Penalty: 4805.925293
	Iteration 23Q: 3 clusters Score -2069417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2069436.500000 Penalty: 4805.925293
	Iteration 24Q: 3 clusters Score -2069436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2069446.000000 Penalty: 4805.925293
	Iteration 25Q: 3 clusters Score -2069446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2069453.750000 Penalty: 4805.925293
	Iteration 26Q: 3 clusters Score -2069454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2069457.500000 Penalty: 4805.925293
	Iteration 27Q: 3 clusters Score -2069458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2069460.375000 Penalty: 4805.925293
	Iteration 28Q: 3 clusters Score -2069460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2069458.625000 Penalty: 4805.925293
	Iteration 29Q: 3 clusters Score -2069459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2069458.625000 Penalty: 4805.925293
	Iteration 30F: 3 clusters Score -2069459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Entering Unmasked Estep 
Score: -1500998.875000 Penalty: 2338.290771
	Iteration 0F: 2 clusters Score -1500999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1491827.750000 Penalty: 4676.581543
	Iteration 0F: 3 clusters Score -1491828 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1494946.250000 Penalty: 4676.581543
	Iteration 1F: 3 clusters Score -1494946 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1495539.000000 Penalty: 4676.581543
	Iteration 2F: 3 clusters Score -1495539 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1496064.500000 Penalty: 4676.581543
	Iteration 3F: 3 clusters Score -1496064 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1496517.750000 Penalty: 4676.581543
	Iteration 4F: 3 clusters Score -1496518 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1496944.000000 Penalty: 4676.581543
	Iteration 5F: 3 clusters Score -1496944 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1497335.875000 Penalty: 4676.581543
	Iteration 6F: 3 clusters Score -1497336 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1497679.125000 Penalty: 4676.581543
	Iteration 7Q: 3 clusters Score -1497679 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1497962.250000 Penalty: 4676.581543
	Iteration 8Q: 3 clusters Score -1497962 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1498201.250000 Penalty: 4676.581543
	Iteration 9Q: 3 clusters Score -1498201 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1498385.375000 Penalty: 4676.581543
	Iteration 10Q: 3 clusters Score -1498385 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1498538.000000 Penalty: 4676.581543
	Iteration 11Q: 3 clusters Score -1498538 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1498668.625000 Penalty: 4676.581543
	Iteration 12Q: 3 clusters Score -1498669 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1498791.375000 Penalty: 4676.581543
	Iteration 13Q: 3 clusters Score -1498791 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1498890.375000 Penalty: 4676.581543
	Iteration 14Q: 3 clusters Score -1498890 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1498952.125000 Penalty: 4676.581543
	Iteration 15Q: 3 clusters Score -1498952 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1498999.250000 Penalty: 4676.581543
	Iteration 16Q: 3 clusters Score -1498999 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1499041.625000 Penalty: 4676.581543
	Iteration 17Q: 3 clusters Score -1499042 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1499071.250000 Penalty: 4676.581543
	Iteration 18Q: 3 clusters Score -1499071 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1499094.750000 Penalty: 4676.581543
	Iteration 19Q: 3 clusters Score -1499095 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1499108.500000 Penalty: 4676.581543
	Iteration 20F: 3 clusters Score -1499108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1499130.250000 Penalty: 4676.581543
	Iteration 21Q: 3 clusters Score -1499130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1499143.375000 Penalty: 4676.581543
	Iteration 22Q: 3 clusters Score -1499143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1499148.500000 Penalty: 4676.581543
	Iteration 23Q: 3 clusters Score -1499148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1499154.250000 Penalty: 4676.581543
	Iteration 24Q: 3 clusters Score -1499154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1499166.125000 Penalty: 4676.581543
	Iteration 25Q: 3 clusters Score -1499166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1499165.875000 Penalty: 4676.581543
	Iteration 26Q: 3 clusters Score -1499166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1499169.375000 Penalty: 4676.581543
	Iteration 27Q: 3 clusters Score -1499169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1499171.000000 Penalty: 4676.581543
	Iteration 28Q: 3 clusters Score -1499171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1499174.000000 Penalty: 4676.581543
	Iteration 29Q: 3 clusters Score -1499174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1499177.625000 Penalty: 4676.581543
	Iteration 30Q: 3 clusters Score -1499178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1499178.875000 Penalty: 4676.581543
	Iteration 31Q: 3 clusters Score -1499179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1499181.875000 Penalty: 4676.581543
	Iteration 32Q: 3 clusters Score -1499182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1499179.875000 Penalty: 4676.581543
	Iteration 33Q: 3 clusters Score -1499180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1499181.000000 Penalty: 4676.581543
	Iteration 34Q: 3 clusters Score -1499181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1499181.000000 Penalty: 4676.581543
	Iteration 35F: 3 clusters Score -1499181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Entering Unmasked Estep 
Score: -1553159.500000 Penalty: 2347.258057
	Iteration 0F: 2 clusters Score -1553160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1543655.000000 Penalty: 4694.516113
	Iteration 0F: 3 clusters Score -1543655 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1546527.000000 Penalty: 4694.516113
	Iteration 1F: 3 clusters Score -1546527 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1546986.000000 Penalty: 4694.516113
	Iteration 2F: 3 clusters Score -1546986 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1547386.000000 Penalty: 4694.516113
	Iteration 3F: 3 clusters Score -1547386 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1547756.625000 Penalty: 4694.516113
	Iteration 4F: 3 clusters Score -1547757 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1548089.375000 Penalty: 4694.516113
	Iteration 5F: 3 clusters Score -1548089 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1548342.875000 Penalty: 4694.516113
	Iteration 6Q: 3 clusters Score -1548343 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1548556.750000 Penalty: 4694.516113
	Iteration 7Q: 3 clusters Score -1548557 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1548732.125000 Penalty: 4694.516113
	Iteration 8Q: 3 clusters Score -1548732 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1548891.250000 Penalty: 4694.516113
	Iteration 9Q: 3 clusters Score -1548891 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1549016.375000 Penalty: 4694.516113
	Iteration 10Q: 3 clusters Score -1549016 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1549128.375000 Penalty: 4694.516113
	Iteration 11Q: 3 clusters Score -1549128 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1549230.625000 Penalty: 4694.516113
	Iteration 12Q: 3 clusters Score -1549231 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1549332.375000 Penalty: 4694.516113
	Iteration 13Q: 3 clusters Score -1549332 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1549435.500000 Penalty: 4694.516113
	Iteration 14Q: 3 clusters Score -1549436 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1549524.625000 Penalty: 4694.516113
	Iteration 15Q: 3 clusters Score -1549525 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1549605.875000 Penalty: 4694.516113
	Iteration 16Q: 3 clusters Score -1549606 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1549667.125000 Penalty: 4694.516113
	Iteration 17Q: 3 clusters Score -1549667 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1549728.500000 Penalty: 4694.516113
	Iteration 18Q: 3 clusters Score -1549728 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1549781.375000 Penalty: 4694.516113
	Iteration 19Q: 3 clusters Score -1549781 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1549827.500000 Penalty: 4694.516113
	Iteration 20F: 3 clusters Score -1549828 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1549871.750000 Penalty: 4694.516113
	Iteration 21Q: 3 clusters Score -1549872 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1549905.375000 Penalty: 4694.516113
	Iteration 22Q: 3 clusters Score -1549905 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1549946.125000 Penalty: 4694.516113
	Iteration 23Q: 3 clusters Score -1549946 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1549997.250000 Penalty: 4694.516113
	Iteration 24Q: 3 clusters Score -1549997 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1550055.250000 Penalty: 4694.516113
	Iteration 25Q: 3 clusters Score -1550055 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1550116.625000 Penalty: 4694.516113
	Iteration 26Q: 3 clusters Score -1550117 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1550184.000000 Penalty: 4694.516113
	Iteration 27Q: 3 clusters Score -1550184 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1550235.750000 Penalty: 4694.516113
	Iteration 28Q: 3 clusters Score -1550236 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1550293.000000 Penalty: 4694.516113
	Iteration 29Q: 3 clusters Score -1550293 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1550350.500000 Penalty: 4694.516113
	Iteration 30Q: 3 clusters Score -1550350 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1550411.250000 Penalty: 4694.516113
	Iteration 31Q: 3 clusters Score -1550411 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1550477.000000 Penalty: 4694.516113
	Iteration 32Q: 3 clusters Score -1550477 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1550554.875000 Penalty: 4694.516113
	Iteration 33Q: 3 clusters Score -1550555 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1550640.000000 Penalty: 4694.516113
	Iteration 34Q: 3 clusters Score -1550640 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1550704.250000 Penalty: 4694.516113
	Iteration 35Q: 3 clusters Score -1550704 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1550766.625000 Penalty: 4694.516113
	Iteration 36Q: 3 clusters Score -1550767 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1550814.625000 Penalty: 4694.516113
	Iteration 37Q: 3 clusters Score -1550815 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1550862.875000 Penalty: 4694.516113
	Iteration 38Q: 3 clusters Score -1550863 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1550891.375000 Penalty: 4694.516113
	Iteration 39Q: 3 clusters Score -1550891 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1550919.625000 Penalty: 4694.516113
	Iteration 40F: 3 clusters Score -1550920 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1550960.875000 Penalty: 4694.516113
	Iteration 41Q: 3 clusters Score -1550961 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1550986.750000 Penalty: 4694.516113
	Iteration 42Q: 3 clusters Score -1550987 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1551018.000000 Penalty: 4694.516113
	Iteration 43Q: 3 clusters Score -1551018 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1551050.875000 Penalty: 4694.516113
	Iteration 44Q: 3 clusters Score -1551051 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1551077.000000 Penalty: 4694.516113
	Iteration 45Q: 3 clusters Score -1551077 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1551102.000000 Penalty: 4694.516113
	Iteration 46Q: 3 clusters Score -1551102 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1551129.750000 Penalty: 4694.516113
	Iteration 47Q: 3 clusters Score -1551130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1551162.000000 Penalty: 4694.516113
	Iteration 48Q: 3 clusters Score -1551162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1551190.500000 Penalty: 4694.516113
	Iteration 49Q: 3 clusters Score -1551190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1551214.125000 Penalty: 4694.516113
	Iteration 50Q: 3 clusters Score -1551214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1551242.000000 Penalty: 4694.516113
	Iteration 51Q: 3 clusters Score -1551242 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1551274.250000 Penalty: 4694.516113
	Iteration 52Q: 3 clusters Score -1551274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1551298.625000 Penalty: 4694.516113
	Iteration 53Q: 3 clusters Score -1551299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1551316.000000 Penalty: 4694.516113
	Iteration 54Q: 3 clusters Score -1551316 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1551351.375000 Penalty: 4694.516113
	Iteration 55Q: 3 clusters Score -1551351 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1551381.875000 Penalty: 4694.516113
	Iteration 56Q: 3 clusters Score -1551382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1551413.125000 Penalty: 4694.516113
	Iteration 57Q: 3 clusters Score -1551413 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1551437.125000 Penalty: 4694.516113
	Iteration 58Q: 3 clusters Score -1551437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1551462.625000 Penalty: 4694.516113
	Iteration 59Q: 3 clusters Score -1551463 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1551491.625000 Penalty: 4694.516113
	Iteration 60F: 3 clusters Score -1551492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1551516.000000 Penalty: 4694.516113
	Iteration 61Q: 3 clusters Score -1551516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1551538.875000 Penalty: 4694.516113
	Iteration 62Q: 3 clusters Score -1551539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1551572.750000 Penalty: 4694.516113
	Iteration 63Q: 3 clusters Score -1551573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1551597.750000 Penalty: 4694.516113
	Iteration 64Q: 3 clusters Score -1551598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1551627.750000 Penalty: 4694.516113
	Iteration 65Q: 3 clusters Score -1551628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1551637.375000 Penalty: 4694.516113
	Iteration 66Q: 3 clusters Score -1551637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1551655.750000 Penalty: 4694.516113
	Iteration 67Q: 3 clusters Score -1551656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1551665.500000 Penalty: 4694.516113
	Iteration 68Q: 3 clusters Score -1551666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1551672.250000 Penalty: 4694.516113
	Iteration 69Q: 3 clusters Score -1551672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1551679.375000 Penalty: 4694.516113
	Iteration 70Q: 3 clusters Score -1551679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1551680.750000 Penalty: 4694.516113
	Iteration 71Q: 3 clusters Score -1551681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1551686.000000 Penalty: 4694.516113
	Iteration 72Q: 3 clusters Score -1551686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1551687.250000 Penalty: 4694.516113
	Iteration 73Q: 3 clusters Score -1551687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1551685.875000 Penalty: 4694.516113
	Iteration 74Q: 3 clusters Score -1551686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1551686.875000 Penalty: 4694.516113
	Iteration 75Q: 3 clusters Score -1551687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1551690.875000 Penalty: 4694.516113
	Iteration 76Q: 3 clusters Score -1551691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1551690.875000 Penalty: 4694.516113
	Iteration 77F: 3 clusters Score -1551691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Entering Unmasked Estep 
Score: -129230.546875 Penalty: 1756.888184
	Iteration 0F: 2 clusters Score -129230.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -127236.718750 Penalty: 3513.776367
	Iteration 0F: 3 clusters Score -127236.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -127858.203125 Penalty: 3513.776367
	Iteration 1F: 3 clusters Score -127858.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -128159.187500 Penalty: 3513.776367
	Iteration 2F: 3 clusters Score -128159.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -128366.101562 Penalty: 3513.776367
	Iteration 3F: 3 clusters Score -128366.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -128527.914062 Penalty: 3513.776367
	Iteration 4F: 3 clusters Score -128527.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -128669.937500 Penalty: 3513.776367
	Iteration 5Q: 3 clusters Score -128669.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -128783.734375 Penalty: 3513.776367
	Iteration 6Q: 3 clusters Score -128783.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -128832.921875 Penalty: 3513.776367
	Iteration 7Q: 3 clusters Score -128832.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -128873.140625 Penalty: 3513.776367
	Iteration 8Q: 3 clusters Score -128873.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -128887.476562 Penalty: 3513.776367
	Iteration 9Q: 3 clusters Score -128887.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -128895.796875 Penalty: 3513.776367
	Iteration 10Q: 3 clusters Score -128895.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -128903.570312 Penalty: 3513.776367
	Iteration 11Q: 3 clusters Score -128903.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -128909.265625 Penalty: 3513.776367
	Iteration 12Q: 3 clusters Score -128909.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -128917.289062 Penalty: 3513.776367
	Iteration 13Q: 3 clusters Score -128917.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -128922.828125 Penalty: 3513.776367
	Iteration 14Q: 3 clusters Score -128922.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -128925.148438 Penalty: 3513.776367
	Iteration 15Q: 3 clusters Score -128925.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -128925.148438 Penalty: 3513.776367
	Iteration 16F: 3 clusters Score -128925.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Entering Unmasked Estep 
Score: -1315689.625000 Penalty: 2296.335205
	Iteration 0F: 2 clusters Score -1315690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1307658.250000 Penalty: 4592.670410
	Iteration 0F: 3 clusters Score -1307658 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1310181.125000 Penalty: 4592.670410
	Iteration 1F: 3 clusters Score -1310181 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1310697.250000 Penalty: 4592.670410
	Iteration 2F: 3 clusters Score -1310697 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1311100.750000 Penalty: 4592.670410
	Iteration 3F: 3 clusters Score -1311101 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1311426.750000 Penalty: 4592.670410
	Iteration 4F: 3 clusters Score -1311427 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1311711.625000 Penalty: 4592.670410
	Iteration 5Q: 3 clusters Score -1311712 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1311999.625000 Penalty: 4592.670410
	Iteration 6Q: 3 clusters Score -1312000 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1312294.750000 Penalty: 4592.670410
	Iteration 7Q: 3 clusters Score -1312295 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1312553.375000 Penalty: 4592.670410
	Iteration 8Q: 3 clusters Score -1312553 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1312779.250000 Penalty: 4592.670410
	Iteration 9Q: 3 clusters Score -1312779 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1312992.750000 Penalty: 4592.670410
	Iteration 10Q: 3 clusters Score -1312993 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1313172.375000 Penalty: 4592.670410
	Iteration 11Q: 3 clusters Score -1313172 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1313334.875000 Penalty: 4592.670410
	Iteration 12Q: 3 clusters Score -1313335 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1313491.625000 Penalty: 4592.670410
	Iteration 13Q: 3 clusters Score -1313492 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1313639.500000 Penalty: 4592.670410
	Iteration 14Q: 3 clusters Score -1313640 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1313768.625000 Penalty: 4592.670410
	Iteration 15Q: 3 clusters Score -1313769 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1313879.625000 Penalty: 4592.670410
	Iteration 16Q: 3 clusters Score -1313880 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1313971.750000 Penalty: 4592.670410
	Iteration 17Q: 3 clusters Score -1313972 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1314048.750000 Penalty: 4592.670410
	Iteration 18Q: 3 clusters Score -1314049 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1314122.750000 Penalty: 4592.670410
	Iteration 19Q: 3 clusters Score -1314123 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1314182.500000 Penalty: 4592.670410
	Iteration 20F: 3 clusters Score -1314182 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1314212.500000 Penalty: 4592.670410
	Iteration 21Q: 3 clusters Score -1314212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1314243.375000 Penalty: 4592.670410
	Iteration 22Q: 3 clusters Score -1314243 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1314273.375000 Penalty: 4592.670410
	Iteration 23Q: 3 clusters Score -1314273 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1314308.500000 Penalty: 4592.670410
	Iteration 24Q: 3 clusters Score -1314308 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1314329.375000 Penalty: 4592.670410
	Iteration 25Q: 3 clusters Score -1314329 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1314359.875000 Penalty: 4592.670410
	Iteration 26Q: 3 clusters Score -1314360 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1314382.500000 Penalty: 4592.670410
	Iteration 27Q: 3 clusters Score -1314382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1314401.250000 Penalty: 4592.670410
	Iteration 28Q: 3 clusters Score -1314401 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1314413.125000 Penalty: 4592.670410
	Iteration 29Q: 3 clusters Score -1314413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1314416.750000 Penalty: 4592.670410
	Iteration 30Q: 3 clusters Score -1314417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1314421.375000 Penalty: 4592.670410
	Iteration 31Q: 3 clusters Score -1314421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1314422.750000 Penalty: 4592.670410
	Iteration 32Q: 3 clusters Score -1314423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1314427.375000 Penalty: 4592.670410
	Iteration 33Q: 3 clusters Score -1314427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1314431.500000 Penalty: 4592.670410
	Iteration 34Q: 3 clusters Score -1314432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1314430.500000 Penalty: 4592.670410
	Iteration 35Q: 3 clusters Score -1314430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1314435.125000 Penalty: 4592.670410
	Iteration 36Q: 3 clusters Score -1314435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1314438.000000 Penalty: 4592.670410
	Iteration 37Q: 3 clusters Score -1314438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1314438.500000 Penalty: 4592.670410
	Iteration 38Q: 3 clusters Score -1314438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1314439.875000 Penalty: 4592.670410
	Iteration 39Q: 3 clusters Score -1314440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1314439.750000 Penalty: 4592.670410
	Iteration 40F: 3 clusters Score -1314440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (37716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Entering Unmasked Estep 
Score: -4816712.000000 Penalty: 2613.384277
	Iteration 0F: 2 clusters Score -4816712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -4791120.500000 Penalty: 5226.768555
	Iteration 0F: 3 clusters Score -4791120 nChanged 17235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -4801593.500000 Penalty: 5226.768555
	Iteration 1F: 3 clusters Score -4801594 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -4803993.000000 Penalty: 5226.768555
	Iteration 2F: 3 clusters Score -4803993 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -4807659.500000 Penalty: 5226.768555
	Iteration 3F: 3 clusters Score -4807660 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -4811788.000000 Penalty: 5226.768555
	Iteration 4F: 3 clusters Score -4811788 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -4815242.500000 Penalty: 5226.768555
	Iteration 5F: 3 clusters Score -4815242 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -4817828.500000 Penalty: 5226.768555
	Iteration 6F: 3 clusters Score -4817828 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -4819688.000000 Penalty: 5226.768555
	Iteration 7Q: 3 clusters Score -4819688 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4820538.000000 Penalty: 5226.768555
	Iteration 8Q: 3 clusters Score -4820538 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -4820859.000000 Penalty: 5226.768555
	Iteration 9Q: 3 clusters Score -4820859 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -4820993.500000 Penalty: 5226.768555
	Iteration 10Q: 3 clusters Score -4820994 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -4821080.500000 Penalty: 5226.768555
	Iteration 11Q: 3 clusters Score -4821080 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -4821172.500000 Penalty: 5226.768555
	Iteration 12Q: 3 clusters Score -4821172 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -4821232.000000 Penalty: 5226.768555
	Iteration 13Q: 3 clusters Score -4821232 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -4821290.000000 Penalty: 5226.768555
	Iteration 14Q: 3 clusters Score -4821290 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -4821323.500000 Penalty: 5226.768555
	Iteration 15Q: 3 clusters Score -4821324 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -4821348.000000 Penalty: 5226.768555
	Iteration 16Q: 3 clusters Score -4821348 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -4821393.000000 Penalty: 5226.768555
	Iteration 17Q: 3 clusters Score -4821393 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -4821429.500000 Penalty: 5226.768555
	Iteration 18Q: 3 clusters Score -4821430 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -4821439.000000 Penalty: 5226.768555
	Iteration 19Q: 3 clusters Score -4821439 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -4821457.500000 Penalty: 5226.768555
	Iteration 20F: 3 clusters Score -4821458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -4821477.500000 Penalty: 5226.768555
	Iteration 21Q: 3 clusters Score -4821478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -4821484.000000 Penalty: 5226.768555
	Iteration 22Q: 3 clusters Score -4821484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -4821478.500000 Penalty: 5226.768555
	Iteration 23Q: 3 clusters Score -4821478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -4821484.000000 Penalty: 5226.768555
	Iteration 24Q: 3 clusters Score -4821484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -4821477.000000 Penalty: 5226.768555
	Iteration 25Q: 3 clusters Score -4821477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -4821484.000000 Penalty: 5226.768555
	Iteration 26Q: 3 clusters Score -4821484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -4821480.000000 Penalty: 5226.768555
	Iteration 27Q: 3 clusters Score -4821480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -4821483.500000 Penalty: 5226.768555
	Iteration 28Q: 3 clusters Score -4821484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -4821483.500000 Penalty: 5226.768555
	Iteration 29Q: 3 clusters Score -4821484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -4821484.500000 Penalty: 5226.768555
	Iteration 30Q: 3 clusters Score -4821484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -4821491.500000 Penalty: 5226.768555
	Iteration 31Q: 3 clusters Score -4821492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -4821492.500000 Penalty: 5226.768555
	Iteration 32Q: 3 clusters Score -4821492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -4821496.500000 Penalty: 5226.768555
	Iteration 33Q: 3 clusters Score -4821496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -4821492.000000 Penalty: 5226.768555
	Iteration 34Q: 3 clusters Score -4821492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -4821489.000000 Penalty: 5226.768555
	Iteration 35Q: 3 clusters Score -4821489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -4821491.500000 Penalty: 5226.768555
	Iteration 36Q: 3 clusters Score -4821492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -4821493.000000 Penalty: 5226.768555
	Iteration 37Q: 3 clusters Score -4821493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -4821491.500000 Penalty: 5226.768555
	Iteration 38Q: 3 clusters Score -4821492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -4821493.500000 Penalty: 5226.768555
	Iteration 39Q: 3 clusters Score -4821494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -4821496.500000 Penalty: 5226.768555
	Iteration 40F: 3 clusters Score -4821496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -4821493.000000 Penalty: 5226.768555
	Iteration 41Q: 3 clusters Score -4821493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -4821493.500000 Penalty: 5226.768555
	Iteration 42Q: 3 clusters Score -4821494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -4821496.000000 Penalty: 5226.768555
	Iteration 43Q: 3 clusters Score -4821496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -4821496.000000 Penalty: 5226.768555
	Iteration 44F: 3 clusters Score -4821496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 17145 members 
Mstep: Class 3 contains 9466 members 
Mstep: Class 4 contains 181712 members 
Mstep: Class 5 contains 52616 members 
Mstep: Class 6 contains 184310 members 
Mstep: Class 7 contains 101746 members 
Mstep: Class 8 contains 81727 members 
Mstep: Class 9 contains 180754 members 
Mstep: Class 10 contains 8561 members 
Mstep: Class 11 contains 15825 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 8404 members 
Mstep: Class 15 contains 958 members 
Mstep: Class 16 contains 67621 members 
Mstep: Class 17 contains 6852 members 
Mstep: Class 18 contains 65411 members 
Mstep: Class 19 contains 8606 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 9256 members 
Mstep: Class 22 contains 16145 members 
Mstep: Class 23 contains 12439 members 
Mstep: Class 24 contains 12897 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 10503 members 
Mstep: Class 27 contains 3934 members 
Mstep: Class 28 contains 488 members 
Mstep: Class 29 contains 13040 members 
Mstep: Class 30 contains 8092 members 
Mstep: Class 31 contains 13256 members 
Mstep: Class 32 contains 15343 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24424 members 
Mstep: Class 35 contains 10375 members 
Mstep: Class 36 contains 13147 members 
Mstep: Class 37 contains 2030 members 
Mstep: Class 38 contains 33782 members 
Entering Unmasked Estep 
Score: -150761744.000000 Penalty: 132019.453125
Splitting cluster 27 changes total score from -150752624.000000 to -150761744.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 28 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -52238.121094 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -52238.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50838.390625 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -50838.39 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51108.601562 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -51108.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51258.921875 Penalty: 3070.396484
	Iteration 2F: 3 clusters Score -51258.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51401.433594 Penalty: 3070.396484
	Iteration 3F: 3 clusters Score -51401.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51607.433594 Penalty: 3070.396484
	Iteration 4F: 3 clusters Score -51607.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51696.660156 Penalty: 3070.396484
	Iteration 5F: 3 clusters Score -51696.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51763.347656 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -51763.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51861.675781 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -51861.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51950.531250 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -51950.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52006.167969 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -52006.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52058.453125 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -52058.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52071.121094 Penalty: 3070.396484
	Iteration 11Q: 3 clusters Score -52071.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52071.121094 Penalty: 3070.396484
	Iteration 12F: 3 clusters Score -52071.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Entering Unmasked Estep 
Score: -1638138.000000 Penalty: 2349.992676
	Iteration 0F: 2 clusters Score -1638138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1628652.000000 Penalty: 4699.985352
	Iteration 0F: 3 clusters Score -1628652 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1631719.375000 Penalty: 4699.985352
	Iteration 1F: 3 clusters Score -1631719 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1632271.000000 Penalty: 4699.985352
	Iteration 2F: 3 clusters Score -1632271 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1632774.625000 Penalty: 4699.985352
	Iteration 3F: 3 clusters Score -1632775 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1633297.000000 Penalty: 4699.985352
	Iteration 4F: 3 clusters Score -1633297 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1633833.750000 Penalty: 4699.985352
	Iteration 5F: 3 clusters Score -1633834 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1634293.750000 Penalty: 4699.985352
	Iteration 6F: 3 clusters Score -1634294 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1634724.500000 Penalty: 4699.985352
	Iteration 7F: 3 clusters Score -1634724 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1635039.250000 Penalty: 4699.985352
	Iteration 8Q: 3 clusters Score -1635039 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1635309.875000 Penalty: 4699.985352
	Iteration 9Q: 3 clusters Score -1635310 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1635549.875000 Penalty: 4699.985352
	Iteration 10Q: 3 clusters Score -1635550 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1635770.500000 Penalty: 4699.985352
	Iteration 11Q: 3 clusters Score -1635770 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1635961.250000 Penalty: 4699.985352
	Iteration 12Q: 3 clusters Score -1635961 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1636083.500000 Penalty: 4699.985352
	Iteration 13Q: 3 clusters Score -1636084 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1636161.750000 Penalty: 4699.985352
	Iteration 14Q: 3 clusters Score -1636162 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1636208.875000 Penalty: 4699.985352
	Iteration 15Q: 3 clusters Score -1636209 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1636233.500000 Penalty: 4699.985352
	Iteration 16Q: 3 clusters Score -1636234 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1636249.250000 Penalty: 4699.985352
	Iteration 17Q: 3 clusters Score -1636249 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1636258.125000 Penalty: 4699.985352
	Iteration 18Q: 3 clusters Score -1636258 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1636266.125000 Penalty: 4699.985352
	Iteration 19Q: 3 clusters Score -1636266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1636271.375000 Penalty: 4699.985352
	Iteration 20F: 3 clusters Score -1636271 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1636280.250000 Penalty: 4699.985352
	Iteration 21Q: 3 clusters Score -1636280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1636286.125000 Penalty: 4699.985352
	Iteration 22Q: 3 clusters Score -1636286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1636288.125000 Penalty: 4699.985352
	Iteration 23Q: 3 clusters Score -1636288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1636287.000000 Penalty: 4699.985352
	Iteration 24Q: 3 clusters Score -1636287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1636288.375000 Penalty: 4699.985352
	Iteration 25Q: 3 clusters Score -1636288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1636290.125000 Penalty: 4699.985352
	Iteration 26Q: 3 clusters Score -1636290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1636294.125000 Penalty: 4699.985352
	Iteration 27Q: 3 clusters Score -1636294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1636296.875000 Penalty: 4699.985352
	Iteration 28Q: 3 clusters Score -1636297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1636297.500000 Penalty: 4699.985352
	Iteration 29Q: 3 clusters Score -1636298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1636299.375000 Penalty: 4699.985352
	Iteration 30Q: 3 clusters Score -1636299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1636297.875000 Penalty: 4699.985352
	Iteration 31Q: 3 clusters Score -1636298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1636297.000000 Penalty: 4699.985352
	Iteration 32Q: 3 clusters Score -1636297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1636299.000000 Penalty: 4699.985352
	Iteration 33Q: 3 clusters Score -1636299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1636298.625000 Penalty: 4699.985352
	Iteration 34Q: 3 clusters Score -1636299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1636299.000000 Penalty: 4699.985352
	Iteration 35Q: 3 clusters Score -1636299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1636298.250000 Penalty: 4699.985352
	Iteration 36Q: 3 clusters Score -1636298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1636299.000000 Penalty: 4699.985352
	Iteration 37Q: 3 clusters Score -1636299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1636300.125000 Penalty: 4699.985352
	Iteration 38Q: 3 clusters Score -1636300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1636300.125000 Penalty: 4699.985352
	Iteration 39F: 3 clusters Score -1636300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Entering Unmasked Estep 
Score: -992172.312500 Penalty: 2231.660645
	Iteration 0F: 2 clusters Score -992172.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -985702.500000 Penalty: 4463.321289
	Iteration 0F: 3 clusters Score -985702.5 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -987681.062500 Penalty: 4463.321289
	Iteration 1F: 3 clusters Score -987681.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -988092.812500 Penalty: 4463.321289
	Iteration 2F: 3 clusters Score -988092.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -988419.750000 Penalty: 4463.321289
	Iteration 3F: 3 clusters Score -988419.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -988723.250000 Penalty: 4463.321289
	Iteration 4F: 3 clusters Score -988723.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -989015.062500 Penalty: 4463.321289
	Iteration 5F: 3 clusters Score -989015.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -989277.625000 Penalty: 4463.321289
	Iteration 6Q: 3 clusters Score -989277.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -989512.750000 Penalty: 4463.321289
	Iteration 7Q: 3 clusters Score -989512.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -989704.250000 Penalty: 4463.321289
	Iteration 8Q: 3 clusters Score -989704.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -989893.750000 Penalty: 4463.321289
	Iteration 9Q: 3 clusters Score -989893.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -990060.250000 Penalty: 4463.321289
	Iteration 10Q: 3 clusters Score -990060.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -990226.000000 Penalty: 4463.321289
	Iteration 11Q: 3 clusters Score -990226 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -990353.937500 Penalty: 4463.321289
	Iteration 12Q: 3 clusters Score -990353.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -990480.250000 Penalty: 4463.321289
	Iteration 13Q: 3 clusters Score -990480.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -990605.937500 Penalty: 4463.321289
	Iteration 14Q: 3 clusters Score -990605.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -990719.500000 Penalty: 4463.321289
	Iteration 15Q: 3 clusters Score -990719.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -990837.687500 Penalty: 4463.321289
	Iteration 16Q: 3 clusters Score -990837.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -990938.250000 Penalty: 4463.321289
	Iteration 17Q: 3 clusters Score -990938.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -991024.250000 Penalty: 4463.321289
	Iteration 18Q: 3 clusters Score -991024.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -991074.625000 Penalty: 4463.321289
	Iteration 19Q: 3 clusters Score -991074.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -991108.125000 Penalty: 4463.321289
	Iteration 20F: 3 clusters Score -991108.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -991150.875000 Penalty: 4463.321289
	Iteration 21Q: 3 clusters Score -991150.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -991192.437500 Penalty: 4463.321289
	Iteration 22Q: 3 clusters Score -991192.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -991230.000000 Penalty: 4463.321289
	Iteration 23Q: 3 clusters Score -991230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -991263.250000 Penalty: 4463.321289
	Iteration 24Q: 3 clusters Score -991263.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -991290.062500 Penalty: 4463.321289
	Iteration 25Q: 3 clusters Score -991290.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -991315.062500 Penalty: 4463.321289
	Iteration 26Q: 3 clusters Score -991315.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -991336.437500 Penalty: 4463.321289
	Iteration 27Q: 3 clusters Score -991336.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -991358.062500 Penalty: 4463.321289
	Iteration 28Q: 3 clusters Score -991358.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -991376.375000 Penalty: 4463.321289
	Iteration 29Q: 3 clusters Score -991376.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -991385.625000 Penalty: 4463.321289
	Iteration 30Q: 3 clusters Score -991385.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -991392.375000 Penalty: 4463.321289
	Iteration 31Q: 3 clusters Score -991392.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -991397.937500 Penalty: 4463.321289
	Iteration 32Q: 3 clusters Score -991397.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -991405.375000 Penalty: 4463.321289
	Iteration 33Q: 3 clusters Score -991405.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -991407.000000 Penalty: 4463.321289
	Iteration 34Q: 3 clusters Score -991407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -991410.312500 Penalty: 4463.321289
	Iteration 35Q: 3 clusters Score -991410.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -991410.125000 Penalty: 4463.321289
	Iteration 36Q: 3 clusters Score -991410.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -991410.875000 Penalty: 4463.321289
	Iteration 37Q: 3 clusters Score -991410.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -991413.187500 Penalty: 4463.321289
	Iteration 38Q: 3 clusters Score -991413.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -991414.125000 Penalty: 4463.321289
	Iteration 39Q: 3 clusters Score -991414.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -991414.062500 Penalty: 4463.321289
	Iteration 40F: 3 clusters Score -991414.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -991415.062500 Penalty: 4463.321289
	Iteration 41Q: 3 clusters Score -991415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -991415.875000 Penalty: 4463.321289
	Iteration 42Q: 3 clusters Score -991415.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -991416.312500 Penalty: 4463.321289
	Iteration 43Q: 3 clusters Score -991416.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -991416.312500 Penalty: 4463.321289
	Iteration 44F: 3 clusters Score -991416.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Entering Unmasked Estep 
Score: -1488360.625000 Penalty: 2354.066895
	Iteration 0F: 2 clusters Score -1488361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1478696.625000 Penalty: 4708.133789
	Iteration 0F: 3 clusters Score -1478697 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1482306.000000 Penalty: 4708.133789
	Iteration 1F: 3 clusters Score -1482306 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1483461.375000 Penalty: 4708.133789
	Iteration 2F: 3 clusters Score -1483461 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1484538.125000 Penalty: 4708.133789
	Iteration 3F: 3 clusters Score -1484538 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1485455.250000 Penalty: 4708.133789
	Iteration 4F: 3 clusters Score -1485455 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1486041.125000 Penalty: 4708.133789
	Iteration 5F: 3 clusters Score -1486041 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1486394.750000 Penalty: 4708.133789
	Iteration 6Q: 3 clusters Score -1486395 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1486652.375000 Penalty: 4708.133789
	Iteration 7Q: 3 clusters Score -1486652 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1486843.875000 Penalty: 4708.133789
	Iteration 8Q: 3 clusters Score -1486844 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1486999.375000 Penalty: 4708.133789
	Iteration 9Q: 3 clusters Score -1486999 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1487118.250000 Penalty: 4708.133789
	Iteration 10Q: 3 clusters Score -1487118 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1487232.000000 Penalty: 4708.133789
	Iteration 11Q: 3 clusters Score -1487232 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1487329.750000 Penalty: 4708.133789
	Iteration 12Q: 3 clusters Score -1487330 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1487416.875000 Penalty: 4708.133789
	Iteration 13Q: 3 clusters Score -1487417 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1487498.125000 Penalty: 4708.133789
	Iteration 14Q: 3 clusters Score -1487498 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1487556.375000 Penalty: 4708.133789
	Iteration 15Q: 3 clusters Score -1487556 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1487609.125000 Penalty: 4708.133789
	Iteration 16Q: 3 clusters Score -1487609 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1487657.500000 Penalty: 4708.133789
	Iteration 17Q: 3 clusters Score -1487658 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1487694.500000 Penalty: 4708.133789
	Iteration 18Q: 3 clusters Score -1487694 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1487725.625000 Penalty: 4708.133789
	Iteration 19Q: 3 clusters Score -1487726 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1487756.500000 Penalty: 4708.133789
	Iteration 20F: 3 clusters Score -1487756 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1487774.250000 Penalty: 4708.133789
	Iteration 21Q: 3 clusters Score -1487774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1487794.125000 Penalty: 4708.133789
	Iteration 22Q: 3 clusters Score -1487794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1487797.875000 Penalty: 4708.133789
	Iteration 23Q: 3 clusters Score -1487798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1487799.125000 Penalty: 4708.133789
	Iteration 24Q: 3 clusters Score -1487799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1487799.375000 Penalty: 4708.133789
	Iteration 25Q: 3 clusters Score -1487799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1487801.875000 Penalty: 4708.133789
	Iteration 26Q: 3 clusters Score -1487802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1487806.000000 Penalty: 4708.133789
	Iteration 27Q: 3 clusters Score -1487806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1487808.375000 Penalty: 4708.133789
	Iteration 28Q: 3 clusters Score -1487808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1487806.000000 Penalty: 4708.133789
	Iteration 29Q: 3 clusters Score -1487806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1487806.000000 Penalty: 4708.133789
	Iteration 30F: 3 clusters Score -1487806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Entering Unmasked Estep 
Score: -2006818.500000 Penalty: 2390.326660
	Iteration 0F: 2 clusters Score -2006818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1995753.000000 Penalty: 4780.653320
	Iteration 0F: 3 clusters Score -1995753 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1999127.750000 Penalty: 4780.653320
	Iteration 1F: 3 clusters Score -1999128 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1999482.375000 Penalty: 4780.653320
	Iteration 2F: 3 clusters Score -1999482 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1999786.375000 Penalty: 4780.653320
	Iteration 3F: 3 clusters Score -1999786 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2000071.750000 Penalty: 4780.653320
	Iteration 4Q: 3 clusters Score -2000072 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2000429.250000 Penalty: 4780.653320
	Iteration 5Q: 3 clusters Score -2000429 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2000843.750000 Penalty: 4780.653320
	Iteration 6Q: 3 clusters Score -2000844 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2001351.125000 Penalty: 4780.653320
	Iteration 7F: 3 clusters Score -2001351 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2001939.125000 Penalty: 4780.653320
	Iteration 8F: 3 clusters Score -2001939 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2002524.375000 Penalty: 4780.653320
	Iteration 9F: 3 clusters Score -2002524 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2003103.875000 Penalty: 4780.653320
	Iteration 10F: 3 clusters Score -2003104 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2003533.000000 Penalty: 4780.653320
	Iteration 11Q: 3 clusters Score -2003533 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2003872.625000 Penalty: 4780.653320
	Iteration 12Q: 3 clusters Score -2003873 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2004111.750000 Penalty: 4780.653320
	Iteration 13Q: 3 clusters Score -2004112 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2004251.625000 Penalty: 4780.653320
	Iteration 14Q: 3 clusters Score -2004252 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2004376.250000 Penalty: 4780.653320
	Iteration 15Q: 3 clusters Score -2004376 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2004468.125000 Penalty: 4780.653320
	Iteration 16Q: 3 clusters Score -2004468 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2004540.250000 Penalty: 4780.653320
	Iteration 17Q: 3 clusters Score -2004540 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2004576.125000 Penalty: 4780.653320
	Iteration 18Q: 3 clusters Score -2004576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2004613.875000 Penalty: 4780.653320
	Iteration 19Q: 3 clusters Score -2004614 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2004647.750000 Penalty: 4780.653320
	Iteration 20F: 3 clusters Score -2004648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2004664.750000 Penalty: 4780.653320
	Iteration 21Q: 3 clusters Score -2004665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2004676.625000 Penalty: 4780.653320
	Iteration 22Q: 3 clusters Score -2004677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2004690.625000 Penalty: 4780.653320
	Iteration 23Q: 3 clusters Score -2004691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2004701.125000 Penalty: 4780.653320
	Iteration 24Q: 3 clusters Score -2004701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2004722.375000 Penalty: 4780.653320
	Iteration 25Q: 3 clusters Score -2004722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2004736.000000 Penalty: 4780.653320
	Iteration 26Q: 3 clusters Score -2004736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2004757.125000 Penalty: 4780.653320
	Iteration 27Q: 3 clusters Score -2004757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2004766.375000 Penalty: 4780.653320
	Iteration 28Q: 3 clusters Score -2004766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2004770.125000 Penalty: 4780.653320
	Iteration 29Q: 3 clusters Score -2004770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2004775.375000 Penalty: 4780.653320
	Iteration 30Q: 3 clusters Score -2004775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2004774.500000 Penalty: 4780.653320
	Iteration 31Q: 3 clusters Score -2004774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2004778.500000 Penalty: 4780.653320
	Iteration 32Q: 3 clusters Score -2004778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2004779.000000 Penalty: 4780.653320
	Iteration 33Q: 3 clusters Score -2004779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2004781.250000 Penalty: 4780.653320
	Iteration 34Q: 3 clusters Score -2004781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2004785.250000 Penalty: 4780.653320
	Iteration 35Q: 3 clusters Score -2004785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2004785.250000 Penalty: 4780.653320
	Iteration 36Q: 3 clusters Score -2004785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2004786.375000 Penalty: 4780.653320
	Iteration 37Q: 3 clusters Score -2004786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2004788.750000 Penalty: 4780.653320
	Iteration 38Q: 3 clusters Score -2004789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2004790.000000 Penalty: 4780.653320
	Iteration 39Q: 3 clusters Score -2004790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2004789.750000 Penalty: 4780.653320
	Iteration 40F: 3 clusters Score -2004790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Entering Unmasked Estep 
Score: -356770.968750 Penalty: 1961.735474
	Iteration 0F: 2 clusters Score -356771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -353682.968750 Penalty: 3923.470947
	Iteration 0F: 3 clusters Score -353683 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -354275.500000 Penalty: 3923.470947
	Iteration 1F: 3 clusters Score -354275.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -354425.656250 Penalty: 3923.470947
	Iteration 2F: 3 clusters Score -354425.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -354498.031250 Penalty: 3923.470947
	Iteration 3Q: 3 clusters Score -354498 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -354539.125000 Penalty: 3923.470947
	Iteration 4Q: 3 clusters Score -354539.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -354572.437500 Penalty: 3923.470947
	Iteration 5Q: 3 clusters Score -354572.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -354603.093750 Penalty: 3923.470947
	Iteration 6Q: 3 clusters Score -354603.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -354622.250000 Penalty: 3923.470947
	Iteration 7Q: 3 clusters Score -354622.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -354632.968750 Penalty: 3923.470947
	Iteration 8Q: 3 clusters Score -354633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -354638.656250 Penalty: 3923.470947
	Iteration 9Q: 3 clusters Score -354638.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -354643.187500 Penalty: 3923.470947
	Iteration 10Q: 3 clusters Score -354643.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -354648.406250 Penalty: 3923.470947
	Iteration 11Q: 3 clusters Score -354648.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -354654.406250 Penalty: 3923.470947
	Iteration 12Q: 3 clusters Score -354654.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -354657.750000 Penalty: 3923.470947
	Iteration 13Q: 3 clusters Score -354657.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -354662.656250 Penalty: 3923.470947
	Iteration 14Q: 3 clusters Score -354662.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -354667.562500 Penalty: 3923.470947
	Iteration 15Q: 3 clusters Score -354667.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -354674.250000 Penalty: 3923.470947
	Iteration 16Q: 3 clusters Score -354674.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -354683.343750 Penalty: 3923.470947
	Iteration 17Q: 3 clusters Score -354683.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -354689.000000 Penalty: 3923.470947
	Iteration 18Q: 3 clusters Score -354689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -354692.000000 Penalty: 3923.470947
	Iteration 19Q: 3 clusters Score -354692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -354693.875000 Penalty: 3923.470947
	Iteration 20F: 3 clusters Score -354693.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -354694.031250 Penalty: 3923.470947
	Iteration 21Q: 3 clusters Score -354694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -354695.812500 Penalty: 3923.470947
	Iteration 22Q: 3 clusters Score -354695.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -354696.750000 Penalty: 3923.470947
	Iteration 23Q: 3 clusters Score -354696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -354697.187500 Penalty: 3923.470947
	Iteration 24Q: 3 clusters Score -354697.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -354697.312500 Penalty: 3923.470947
	Iteration 25Q: 3 clusters Score -354697.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -354698.312500 Penalty: 3923.470947
	Iteration 26Q: 3 clusters Score -354698.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -354698.343750 Penalty: 3923.470947
	Iteration 27Q: 3 clusters Score -354698.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -354699.031250 Penalty: 3923.470947
	Iteration 28Q: 3 clusters Score -354699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -354699.031250 Penalty: 3923.470947
	Iteration 29F: 3 clusters Score -354699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (24424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Entering Unmasked Estep 
Score: -3077869.000000 Penalty: 2505.623535
	Iteration 0F: 2 clusters Score -3077869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3060966.750000 Penalty: 5011.247070
	Iteration 0F: 3 clusters Score -3060967 nChanged 10778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3066612.750000 Penalty: 5011.247070
	Iteration 1F: 3 clusters Score -3066613 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3067047.500000 Penalty: 5011.247070
	Iteration 2Q: 3 clusters Score -3067048 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -3067576.500000 Penalty: 5011.247070
	Iteration 3Q: 3 clusters Score -3067576 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3068386.000000 Penalty: 5011.247070
	Iteration 4Q: 3 clusters Score -3068386 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -3069449.000000 Penalty: 5011.247070
	Iteration 5F: 3 clusters Score -3069449 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -3070621.250000 Penalty: 5011.247070
	Iteration 6F: 3 clusters Score -3070621 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -3071754.000000 Penalty: 5011.247070
	Iteration 7F: 3 clusters Score -3071754 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -3072832.000000 Penalty: 5011.247070
	Iteration 8F: 3 clusters Score -3072832 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -3073745.000000 Penalty: 5011.247070
	Iteration 9F: 3 clusters Score -3073745 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -3074531.750000 Penalty: 5011.247070
	Iteration 10F: 3 clusters Score -3074532 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -3075185.500000 Penalty: 5011.247070
	Iteration 11Q: 3 clusters Score -3075186 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3075723.500000 Penalty: 5011.247070
	Iteration 12Q: 3 clusters Score -3075724 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -3076235.750000 Penalty: 5011.247070
	Iteration 13Q: 3 clusters Score -3076236 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3076737.750000 Penalty: 5011.247070
	Iteration 14Q: 3 clusters Score -3076738 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3077143.000000 Penalty: 5011.247070
	Iteration 15Q: 3 clusters Score -3077143 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3077392.000000 Penalty: 5011.247070
	Iteration 16Q: 3 clusters Score -3077392 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3077495.500000 Penalty: 5011.247070
	Iteration 17Q: 3 clusters Score -3077496 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3077558.250000 Penalty: 5011.247070
	Iteration 18Q: 3 clusters Score -3077558 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3077604.500000 Penalty: 5011.247070
	Iteration 19Q: 3 clusters Score -3077604 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3077627.500000 Penalty: 5011.247070
	Iteration 20F: 3 clusters Score -3077628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3077662.250000 Penalty: 5011.247070
	Iteration 21Q: 3 clusters Score -3077662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3077671.000000 Penalty: 5011.247070
	Iteration 22Q: 3 clusters Score -3077671 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3077688.250000 Penalty: 5011.247070
	Iteration 23Q: 3 clusters Score -3077688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3077707.750000 Penalty: 5011.247070
	Iteration 24Q: 3 clusters Score -3077708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3077713.000000 Penalty: 5011.247070
	Iteration 25Q: 3 clusters Score -3077713 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3077714.250000 Penalty: 5011.247070
	Iteration 26Q: 3 clusters Score -3077714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3077725.000000 Penalty: 5011.247070
	Iteration 27Q: 3 clusters Score -3077725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3077725.250000 Penalty: 5011.247070
	Iteration 28Q: 3 clusters Score -3077725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3077730.250000 Penalty: 5011.247070
	Iteration 29Q: 3 clusters Score -3077730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3077737.500000 Penalty: 5011.247070
	Iteration 30Q: 3 clusters Score -3077738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3077728.250000 Penalty: 5011.247070
	Iteration 31Q: 3 clusters Score -3077728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3077733.250000 Penalty: 5011.247070
	Iteration 32Q: 3 clusters Score -3077733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3077729.000000 Penalty: 5011.247070
	Iteration 33Q: 3 clusters Score -3077729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3077734.250000 Penalty: 5011.247070
	Iteration 34Q: 3 clusters Score -3077734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3077733.250000 Penalty: 5011.247070
	Iteration 35Q: 3 clusters Score -3077733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3077737.750000 Penalty: 5011.247070
	Iteration 36Q: 3 clusters Score -3077738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3077734.750000 Penalty: 5011.247070
	Iteration 37Q: 3 clusters Score -3077735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3077737.500000 Penalty: 5011.247070
	Iteration 38Q: 3 clusters Score -3077738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3077737.750000 Penalty: 5011.247070
	Iteration 39Q: 3 clusters Score -3077738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3077737.750000 Penalty: 5011.247070
	Iteration 40F: 3 clusters Score -3077738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 17145 members 
Mstep: Class 3 contains 9466 members 
Mstep: Class 4 contains 181712 members 
Mstep: Class 5 contains 52616 members 
Mstep: Class 6 contains 184310 members 
Mstep: Class 7 contains 101746 members 
Mstep: Class 8 contains 81727 members 
Mstep: Class 9 contains 180754 members 
Mstep: Class 10 contains 8561 members 
Mstep: Class 11 contains 15825 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 8404 members 
Mstep: Class 15 contains 958 members 
Mstep: Class 16 contains 67621 members 
Mstep: Class 17 contains 6852 members 
Mstep: Class 18 contains 65411 members 
Mstep: Class 19 contains 8606 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 9256 members 
Mstep: Class 22 contains 16145 members 
Mstep: Class 23 contains 12439 members 
Mstep: Class 24 contains 12897 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 10503 members 
Mstep: Class 27 contains 3934 members 
Mstep: Class 28 contains 488 members 
Mstep: Class 29 contains 13040 members 
Mstep: Class 30 contains 8092 members 
Mstep: Class 31 contains 13256 members 
Mstep: Class 32 contains 15343 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150765312.000000 Penalty: 132019.453125
Iteration 79Q: 39 clusters Score -1.507653e+08 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 17406 members 
Mstep: Class 3 contains 9758 members 
Mstep: Class 4 contains 181789 members 
Mstep: Class 5 contains 52605 members 
Mstep: Class 6 contains 184811 members 
Mstep: Class 7 contains 101498 members 
Mstep: Class 8 contains 81463 members 
Mstep: Class 9 contains 180861 members 
Mstep: Class 10 contains 8595 members 
Mstep: Class 11 contains 15943 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 5154 members 
Mstep: Class 14 contains 8554 members 
Mstep: Class 15 contains 961 members 
Mstep: Class 16 contains 67722 members 
Mstep: Class 17 contains 6927 members 
Mstep: Class 18 contains 65836 members 
Mstep: Class 19 contains 8493 members 
Mstep: Class 20 contains 2601 members 
Mstep: Class 21 contains 9296 members 
Mstep: Class 22 contains 16130 members 
Mstep: Class 23 contains 12535 members 
Mstep: Class 24 contains 12914 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 10693 members 
Mstep: Class 27 contains 4220 members 
Mstep: Class 28 contains 487 members 
Mstep: Class 29 contains 13029 members 
Mstep: Class 30 contains 8002 members 
Mstep: Class 31 contains 13421 members 
Mstep: Class 32 contains 15347 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24437 members 
Mstep: Class 35 contains 9650 members 
Mstep: Class 36 contains 12945 members 
Mstep: Class 37 contains 1943 members 
Mstep: Class 38 contains 32390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150768896.000000 Penalty: 132019.453125
Iteration 80F: 39 clusters Score -1.507689e+08 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 17584 members 
Mstep: Class 3 contains 10041 members 
Mstep: Class 4 contains 181268 members 
Mstep: Class 5 contains 52484 members 
Mstep: Class 6 contains 184361 members 
Mstep: Class 7 contains 101315 members 
Mstep: Class 8 contains 81150 members 
Mstep: Class 9 contains 180825 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 16014 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 5156 members 
Mstep: Class 14 contains 8558 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 67657 members 
Mstep: Class 17 contains 6872 members 
Mstep: Class 18 contains 65950 members 
Mstep: Class 19 contains 8365 members 
Mstep: Class 20 contains 2658 members 
Mstep: Class 21 contains 9295 members 
Mstep: Class 22 contains 16032 members 
Mstep: Class 23 contains 12553 members 
Mstep: Class 24 contains 12823 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 10625 members 
Mstep: Class 27 contains 4368 members 
Mstep: Class 28 contains 477 members 
Mstep: Class 29 contains 13011 members 
Mstep: Class 30 contains 7915 members 
Mstep: Class 31 contains 13170 members 
Mstep: Class 32 contains 15303 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24462 members 
Mstep: Class 35 contains 11002 members 
Mstep: Class 36 contains 13000 members 
Mstep: Class 37 contains 2345 members 
Mstep: Class 38 contains 32362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150770592.000000 Penalty: 132019.453125
Iteration 81Q: 39 clusters Score -1.507706e+08 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 17773 members 
Mstep: Class 3 contains 10308 members 
Mstep: Class 4 contains 180821 members 
Mstep: Class 5 contains 52348 members 
Mstep: Class 6 contains 183990 members 
Mstep: Class 7 contains 101142 members 
Mstep: Class 8 contains 80869 members 
Mstep: Class 9 contains 180855 members 
Mstep: Class 10 contains 8424 members 
Mstep: Class 11 contains 16058 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 959 members 
Mstep: Class 16 contains 67660 members 
Mstep: Class 17 contains 6859 members 
Mstep: Class 18 contains 66195 members 
Mstep: Class 19 contains 8251 members 
Mstep: Class 20 contains 2731 members 
Mstep: Class 21 contains 9307 members 
Mstep: Class 22 contains 15945 members 
Mstep: Class 23 contains 12599 members 
Mstep: Class 24 contains 12778 members 
Mstep: Class 25 contains 1195 members 
Mstep: Class 26 contains 10613 members 
Mstep: Class 27 contains 4449 members 
Mstep: Class 28 contains 472 members 
Mstep: Class 29 contains 13014 members 
Mstep: Class 30 contains 7850 members 
Mstep: Class 31 contains 13018 members 
Mstep: Class 32 contains 15260 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24486 members 
Mstep: Class 35 contains 11862 members 
Mstep: Class 36 contains 13017 members 
Mstep: Class 37 contains 2643 members 
Mstep: Class 38 contains 32197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150771280.000000 Penalty: 132019.453125
Iteration 82Q: 39 clusters Score -1.507713e+08 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 17964 members 
Mstep: Class 3 contains 10554 members 
Mstep: Class 4 contains 180397 members 
Mstep: Class 5 contains 52214 members 
Mstep: Class 6 contains 183659 members 
Mstep: Class 7 contains 101006 members 
Mstep: Class 8 contains 80629 members 
Mstep: Class 9 contains 180893 members 
Mstep: Class 10 contains 8339 members 
Mstep: Class 11 contains 16085 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 5144 members 
Mstep: Class 14 contains 8626 members 
Mstep: Class 15 contains 957 members 
Mstep: Class 16 contains 67676 members 
Mstep: Class 17 contains 6864 members 
Mstep: Class 18 contains 66495 members 
Mstep: Class 19 contains 8135 members 
Mstep: Class 20 contains 2802 members 
Mstep: Class 21 contains 9325 members 
Mstep: Class 22 contains 15858 members 
Mstep: Class 23 contains 12646 members 
Mstep: Class 24 contains 12762 members 
Mstep: Class 25 contains 1199 members 
Mstep: Class 26 contains 10636 members 
Mstep: Class 27 contains 4504 members 
Mstep: Class 28 contains 468 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 7789 members 
Mstep: Class 31 contains 12895 members 
Mstep: Class 32 contains 15227 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24514 members 
Mstep: Class 35 contains 12527 members 
Mstep: Class 36 contains 13010 members 
Mstep: Class 37 contains 2876 members 
Mstep: Class 38 contains 32028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150771888.000000 Penalty: 132019.453125
Iteration 83Q: 39 clusters Score -1.507719e+08 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 18183 members 
Mstep: Class 3 contains 10789 members 
Mstep: Class 4 contains 179982 members 
Mstep: Class 5 contains 52127 members 
Mstep: Class 6 contains 183342 members 
Mstep: Class 7 contains 100880 members 
Mstep: Class 8 contains 80394 members 
Mstep: Class 9 contains 180941 members 
Mstep: Class 10 contains 8290 members 
Mstep: Class 11 contains 16116 members 
Mstep: Class 12 contains 396 members 
Mstep: Class 13 contains 5141 members 
Mstep: Class 14 contains 8635 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 67702 members 
Mstep: Class 17 contains 6879 members 
Mstep: Class 18 contains 66773 members 
Mstep: Class 19 contains 8055 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 9342 members 
Mstep: Class 22 contains 15789 members 
Mstep: Class 23 contains 12686 members 
Mstep: Class 24 contains 12739 members 
Mstep: Class 25 contains 1205 members 
Mstep: Class 26 contains 10661 members 
Mstep: Class 27 contains 4550 members 
Mstep: Class 28 contains 463 members 
Mstep: Class 29 contains 13025 members 
Mstep: Class 30 contains 7727 members 
Mstep: Class 31 contains 12817 members 
Mstep: Class 32 contains 15200 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24546 members 
Mstep: Class 35 contains 13048 members 
Mstep: Class 36 contains 12999 members 
Mstep: Class 37 contains 3069 members 
Mstep: Class 38 contains 31873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150772752.000000 Penalty: 132019.453125
Iteration 84Q: 39 clusters Score -1.507728e+08 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 18375 members 
Mstep: Class 3 contains 10978 members 
Mstep: Class 4 contains 179632 members 
Mstep: Class 5 contains 52046 members 
Mstep: Class 6 contains 183072 members 
Mstep: Class 7 contains 100775 members 
Mstep: Class 8 contains 80217 members 
Mstep: Class 9 contains 181016 members 
Mstep: Class 10 contains 8247 members 
Mstep: Class 11 contains 16135 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 14 contains 8636 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 67727 members 
Mstep: Class 17 contains 6899 members 
Mstep: Class 18 contains 67049 members 
Mstep: Class 19 contains 7954 members 
Mstep: Class 20 contains 2893 members 
Mstep: Class 21 contains 9366 members 
Mstep: Class 22 contains 15723 members 
Mstep: Class 23 contains 12712 members 
Mstep: Class 24 contains 12739 members 
Mstep: Class 25 contains 1209 members 
Mstep: Class 26 contains 10677 members 
Mstep: Class 27 contains 4591 members 
Mstep: Class 28 contains 460 members 
Mstep: Class 29 contains 13029 members 
Mstep: Class 30 contains 7696 members 
Mstep: Class 31 contains 12742 members 
Mstep: Class 32 contains 15182 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24566 members 
Mstep: Class 35 contains 13434 members 
Mstep: Class 36 contains 12989 members 
Mstep: Class 37 contains 3224 members 
Mstep: Class 38 contains 31750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150773296.000000 Penalty: 132019.453125
Iteration 85Q: 39 clusters Score -1.507733e+08 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 18567 members 
Mstep: Class 3 contains 11149 members 
Mstep: Class 4 contains 179337 members 
Mstep: Class 5 contains 51971 members 
Mstep: Class 6 contains 182799 members 
Mstep: Class 7 contains 100695 members 
Mstep: Class 8 contains 80074 members 
Mstep: Class 9 contains 181115 members 
Mstep: Class 10 contains 8216 members 
Mstep: Class 11 contains 16156 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 5142 members 
Mstep: Class 14 contains 8648 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 67763 members 
Mstep: Class 17 contains 6911 members 
Mstep: Class 18 contains 67298 members 
Mstep: Class 19 contains 7888 members 
Mstep: Class 20 contains 2933 members 
Mstep: Class 21 contains 9381 members 
Mstep: Class 22 contains 15652 members 
Mstep: Class 23 contains 12741 members 
Mstep: Class 24 contains 12720 members 
Mstep: Class 25 contains 1215 members 
Mstep: Class 26 contains 10692 members 
Mstep: Class 27 contains 4618 members 
Mstep: Class 28 contains 459 members 
Mstep: Class 29 contains 13031 members 
Mstep: Class 30 contains 7643 members 
Mstep: Class 31 contains 12678 members 
Mstep: Class 32 contains 15164 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24586 members 
Mstep: Class 35 contains 13706 members 
Mstep: Class 36 contains 12981 members 
Mstep: Class 37 contains 3359 members 
Mstep: Class 38 contains 31638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150774000.000000 Penalty: 132019.453125
Iteration 86Q: 39 clusters Score -1.50774e+08 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 18797 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 179084 members 
Mstep: Class 5 contains 51901 members 
Mstep: Class 6 contains 182526 members 
Mstep: Class 7 contains 100646 members 
Mstep: Class 8 contains 79946 members 
Mstep: Class 9 contains 181187 members 
Mstep: Class 10 contains 8201 members 
Mstep: Class 11 contains 16173 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 5142 members 
Mstep: Class 14 contains 8661 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 67792 members 
Mstep: Class 17 contains 6922 members 
Mstep: Class 18 contains 67531 members 
Mstep: Class 19 contains 7801 members 
Mstep: Class 20 contains 2967 members 
Mstep: Class 21 contains 9407 members 
Mstep: Class 22 contains 15601 members 
Mstep: Class 23 contains 12769 members 
Mstep: Class 24 contains 12697 members 
Mstep: Class 25 contains 1216 members 
Mstep: Class 26 contains 10710 members 
Mstep: Class 27 contains 4633 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 13035 members 
Mstep: Class 30 contains 7597 members 
Mstep: Class 31 contains 12615 members 
Mstep: Class 32 contains 15145 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24609 members 
Mstep: Class 35 contains 13945 members 
Mstep: Class 36 contains 12968 members 
Mstep: Class 37 contains 3471 members 
Mstep: Class 38 contains 31524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150774592.000000 Penalty: 132019.453125
Iteration 87Q: 39 clusters Score -1.507746e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 19008 members 
Mstep: Class 3 contains 11427 members 
Mstep: Class 4 contains 178865 members 
Mstep: Class 5 contains 51831 members 
Mstep: Class 6 contains 182274 members 
Mstep: Class 7 contains 100606 members 
Mstep: Class 8 contains 79837 members 
Mstep: Class 9 contains 181277 members 
Mstep: Class 10 contains 8192 members 
Mstep: Class 11 contains 16180 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 5142 members 
Mstep: Class 14 contains 8672 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 67823 members 
Mstep: Class 17 contains 6932 members 
Mstep: Class 18 contains 67739 members 
Mstep: Class 19 contains 7723 members 
Mstep: Class 20 contains 2997 members 
Mstep: Class 21 contains 9421 members 
Mstep: Class 22 contains 15557 members 
Mstep: Class 23 contains 12797 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 1216 members 
Mstep: Class 26 contains 10732 members 
Mstep: Class 27 contains 4650 members 
Mstep: Class 28 contains 457 members 
Mstep: Class 29 contains 13041 members 
Mstep: Class 30 contains 7547 members 
Mstep: Class 31 contains 12559 members 
Mstep: Class 32 contains 15124 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24625 members 
Mstep: Class 35 contains 14137 members 
Mstep: Class 36 contains 12962 members 
Mstep: Class 37 contains 3566 members 
Mstep: Class 38 contains 31427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150775088.000000 Penalty: 132019.453125
Iteration 88Q: 39 clusters Score -1.507751e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 19250 members 
Mstep: Class 3 contains 11534 members 
Mstep: Class 4 contains 178682 members 
Mstep: Class 5 contains 51775 members 
Mstep: Class 6 contains 181984 members 
Mstep: Class 7 contains 100569 members 
Mstep: Class 8 contains 79715 members 
Mstep: Class 9 contains 181344 members 
Mstep: Class 10 contains 8185 members 
Mstep: Class 11 contains 16202 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 5135 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 67843 members 
Mstep: Class 17 contains 6955 members 
Mstep: Class 18 contains 67932 members 
Mstep: Class 19 contains 7651 members 
Mstep: Class 20 contains 3035 members 
Mstep: Class 21 contains 9435 members 
Mstep: Class 22 contains 15528 members 
Mstep: Class 23 contains 12833 members 
Mstep: Class 24 contains 12635 members 
Mstep: Class 25 contains 1216 members 
Mstep: Class 26 contains 10751 members 
Mstep: Class 27 contains 4660 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 13049 members 
Mstep: Class 30 contains 7514 members 
Mstep: Class 31 contains 12496 members 
Mstep: Class 32 contains 15100 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24641 members 
Mstep: Class 35 contains 14286 members 
Mstep: Class 36 contains 12953 members 
Mstep: Class 37 contains 3657 members 
Mstep: Class 38 contains 31347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150775856.000000 Penalty: 132019.453125
Iteration 89Q: 39 clusters Score -1.507759e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 19512 members 
Mstep: Class 3 contains 11622 members 
Mstep: Class 4 contains 178490 members 
Mstep: Class 5 contains 51727 members 
Mstep: Class 6 contains 181672 members 
Mstep: Class 7 contains 100536 members 
Mstep: Class 8 contains 79625 members 
Mstep: Class 9 contains 181396 members 
Mstep: Class 10 contains 8176 members 
Mstep: Class 11 contains 16215 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 5126 members 
Mstep: Class 14 contains 8704 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 67864 members 
Mstep: Class 17 contains 6978 members 
Mstep: Class 18 contains 68093 members 
Mstep: Class 19 contains 7609 members 
Mstep: Class 20 contains 3057 members 
Mstep: Class 21 contains 9442 members 
Mstep: Class 22 contains 15495 members 
Mstep: Class 23 contains 12857 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 1216 members 
Mstep: Class 26 contains 10768 members 
Mstep: Class 27 contains 4672 members 
Mstep: Class 28 contains 451 members 
Mstep: Class 29 contains 13050 members 
Mstep: Class 30 contains 7493 members 
Mstep: Class 31 contains 12454 members 
Mstep: Class 32 contains 15083 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24663 members 
Mstep: Class 35 contains 14411 members 
Mstep: Class 36 contains 12950 members 
Mstep: Class 37 contains 3748 members 
Mstep: Class 38 contains 31293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150776288.000000 Penalty: 132019.453125
Iteration 90Q: 39 clusters Score -1.507763e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 19780 members 
Mstep: Class 3 contains 11700 members 
Mstep: Class 4 contains 178321 members 
Mstep: Class 5 contains 51687 members 
Mstep: Class 6 contains 181390 members 
Mstep: Class 7 contains 100516 members 
Mstep: Class 8 contains 79542 members 
Mstep: Class 9 contains 181434 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 16215 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 5129 members 
Mstep: Class 14 contains 8714 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 67889 members 
Mstep: Class 17 contains 6994 members 
Mstep: Class 18 contains 68217 members 
Mstep: Class 19 contains 7559 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 21 contains 9456 members 
Mstep: Class 22 contains 15463 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 12576 members 
Mstep: Class 25 contains 1216 members 
Mstep: Class 26 contains 10786 members 
Mstep: Class 27 contains 4678 members 
Mstep: Class 28 contains 449 members 
Mstep: Class 29 contains 13044 members 
Mstep: Class 30 contains 7480 members 
Mstep: Class 31 contains 12447 members 
Mstep: Class 32 contains 15074 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24696 members 
Mstep: Class 35 contains 14524 members 
Mstep: Class 36 contains 12946 members 
Mstep: Class 37 contains 3820 members 
Mstep: Class 38 contains 31236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150776688.000000 Penalty: 132019.453125
Iteration 91Q: 39 clusters Score -1.507767e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 20054 members 
Mstep: Class 3 contains 11790 members 
Mstep: Class 4 contains 178159 members 
Mstep: Class 5 contains 51640 members 
Mstep: Class 6 contains 181104 members 
Mstep: Class 7 contains 100489 members 
Mstep: Class 8 contains 79470 members 
Mstep: Class 9 contains 181484 members 
Mstep: Class 10 contains 8161 members 
Mstep: Class 11 contains 16211 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 5132 members 
Mstep: Class 14 contains 8726 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 67909 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 68309 members 
Mstep: Class 19 contains 7518 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 9465 members 
Mstep: Class 22 contains 15440 members 
Mstep: Class 23 contains 12870 members 
Mstep: Class 24 contains 12543 members 
Mstep: Class 25 contains 1216 members 
Mstep: Class 26 contains 10792 members 
Mstep: Class 27 contains 4684 members 
Mstep: Class 28 contains 447 members 
Mstep: Class 29 contains 13040 members 
Mstep: Class 30 contains 7468 members 
Mstep: Class 31 contains 12423 members 
Mstep: Class 32 contains 15061 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24726 members 
Mstep: Class 35 contains 14636 members 
Mstep: Class 36 contains 12942 members 
Mstep: Class 37 contains 3897 members 
Mstep: Class 38 contains 31187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150777168.000000 Penalty: 132019.453125
Iteration 92Q: 39 clusters Score -1.507772e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 20329 members 
Mstep: Class 3 contains 11854 members 
Mstep: Class 4 contains 178029 members 
Mstep: Class 5 contains 51591 members 
Mstep: Class 6 contains 180818 members 
Mstep: Class 7 contains 100470 members 
Mstep: Class 8 contains 79396 members 
Mstep: Class 9 contains 181528 members 
Mstep: Class 10 contains 8150 members 
Mstep: Class 11 contains 16217 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 5138 members 
Mstep: Class 14 contains 8736 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 67931 members 
Mstep: Class 17 contains 7055 members 
Mstep: Class 18 contains 68418 members 
Mstep: Class 19 contains 7461 members 
Mstep: Class 20 contains 3111 members 
Mstep: Class 21 contains 9461 members 
Mstep: Class 22 contains 15421 members 
Mstep: Class 23 contains 12877 members 
Mstep: Class 24 contains 12535 members 
Mstep: Class 25 contains 1216 members 
Mstep: Class 26 contains 10799 members 
Mstep: Class 27 contains 4687 members 
Mstep: Class 28 contains 447 members 
Mstep: Class 29 contains 13037 members 
Mstep: Class 30 contains 7454 members 
Mstep: Class 31 contains 12407 members 
Mstep: Class 32 contains 15052 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 24748 members 
Mstep: Class 35 contains 14727 members 
Mstep: Class 36 contains 12940 members 
Mstep: Class 37 contains 3959 members 
Mstep: Class 38 contains 31118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150777360.000000 Penalty: 132019.453125
Iteration 93Q: 39 clusters Score -1.507774e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 20585 members 
Mstep: Class 3 contains 11912 members 
Mstep: Class 4 contains 177896 members 
Mstep: Class 5 contains 51547 members 
Mstep: Class 6 contains 180583 members 
Mstep: Class 7 contains 100458 members 
Mstep: Class 8 contains 79319 members 
Mstep: Class 9 contains 181572 members 
Mstep: Class 10 contains 8141 members 
Mstep: Class 11 contains 16224 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 5141 members 
Mstep: Class 14 contains 8752 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 67970 members 
Mstep: Class 17 contains 7075 members 
Mstep: Class 18 contains 68512 members 
Mstep: Class 19 contains 7408 members 
Mstep: Class 20 contains 3122 members 
Mstep: Class 21 contains 9458 members 
Mstep: Class 22 contains 15400 members 
Mstep: Class 23 contains 12892 members 
Mstep: Class 24 contains 12522 members 
Mstep: Class 25 contains 1216 members 
Mstep: Class 26 contains 10822 members 
Mstep: Class 27 contains 4690 members 
Mstep: Class 28 contains 447 members 
Mstep: Class 29 contains 13038 members 
Mstep: Class 30 contains 7435 members 
Mstep: Class 31 contains 12394 members 
Mstep: Class 32 contains 15045 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 24768 members 
Mstep: Class 35 contains 14802 members 
Mstep: Class 36 contains 12942 members 
Mstep: Class 37 contains 4016 members 
Mstep: Class 38 contains 31028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150777792.000000 Penalty: 132019.453125
Iteration 94Q: 39 clusters Score -1.507778e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 20856 members 
Mstep: Class 3 contains 11966 members 
Mstep: Class 4 contains 177734 members 
Mstep: Class 5 contains 51511 members 
Mstep: Class 6 contains 180305 members 
Mstep: Class 7 contains 100441 members 
Mstep: Class 8 contains 79258 members 
Mstep: Class 9 contains 181635 members 
Mstep: Class 10 contains 8136 members 
Mstep: Class 11 contains 16223 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 5143 members 
Mstep: Class 14 contains 8761 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 67994 members 
Mstep: Class 17 contains 7090 members 
Mstep: Class 18 contains 68614 members 
Mstep: Class 19 contains 7373 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 21 contains 9458 members 
Mstep: Class 22 contains 15376 members 
Mstep: Class 23 contains 12902 members 
Mstep: Class 24 contains 12507 members 
Mstep: Class 25 contains 1216 members 
Mstep: Class 26 contains 10840 members 
Mstep: Class 27 contains 4695 members 
Mstep: Class 28 contains 447 members 
Mstep: Class 29 contains 13040 members 
Mstep: Class 30 contains 7416 members 
Mstep: Class 31 contains 12367 members 
Mstep: Class 32 contains 15042 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 24788 members 
Mstep: Class 35 contains 14877 members 
Mstep: Class 36 contains 12941 members 
Mstep: Class 37 contains 4071 members 
Mstep: Class 38 contains 30970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150778048.000000 Penalty: 132019.453125
Iteration 95Q: 39 clusters Score -1.50778e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 21165 members 
Mstep: Class 3 contains 12013 members 
Mstep: Class 4 contains 177618 members 
Mstep: Class 5 contains 51450 members 
Mstep: Class 6 contains 180023 members 
Mstep: Class 7 contains 100432 members 
Mstep: Class 8 contains 79204 members 
Mstep: Class 9 contains 181705 members 
Mstep: Class 10 contains 8129 members 
Mstep: Class 11 contains 16224 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 5147 members 
Mstep: Class 14 contains 8773 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 68019 members 
Mstep: Class 17 contains 7103 members 
Mstep: Class 18 contains 68695 members 
Mstep: Class 19 contains 7334 members 
Mstep: Class 20 contains 3153 members 
Mstep: Class 21 contains 9456 members 
Mstep: Class 22 contains 15350 members 
Mstep: Class 23 contains 12915 members 
Mstep: Class 24 contains 12461 members 
Mstep: Class 25 contains 1216 members 
Mstep: Class 26 contains 10856 members 
Mstep: Class 27 contains 4697 members 
Mstep: Class 28 contains 447 members 
Mstep: Class 29 contains 13044 members 
Mstep: Class 30 contains 7390 members 
Mstep: Class 31 contains 12348 members 
Mstep: Class 32 contains 15036 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 24810 members 
Mstep: Class 35 contains 14939 members 
Mstep: Class 36 contains 12941 members 
Mstep: Class 37 contains 4119 members 
Mstep: Class 38 contains 30929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150778128.000000 Penalty: 132019.453125
Iteration 96Q: 39 clusters Score -1.507781e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 21474 members 
Mstep: Class 3 contains 12066 members 
Mstep: Class 4 contains 177513 members 
Mstep: Class 5 contains 51410 members 
Mstep: Class 6 contains 179679 members 
Mstep: Class 7 contains 100413 members 
Mstep: Class 8 contains 79146 members 
Mstep: Class 9 contains 181784 members 
Mstep: Class 10 contains 8128 members 
Mstep: Class 11 contains 16226 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 5144 members 
Mstep: Class 14 contains 8787 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 68042 members 
Mstep: Class 17 contains 7120 members 
Mstep: Class 18 contains 68780 members 
Mstep: Class 19 contains 7312 members 
Mstep: Class 20 contains 3169 members 
Mstep: Class 21 contains 9453 members 
Mstep: Class 22 contains 15321 members 
Mstep: Class 23 contains 12924 members 
Mstep: Class 24 contains 12419 members 
Mstep: Class 25 contains 1216 members 
Mstep: Class 26 contains 10873 members 
Mstep: Class 27 contains 4699 members 
Mstep: Class 28 contains 447 members 
Mstep: Class 29 contains 13049 members 
Mstep: Class 30 contains 7373 members 
Mstep: Class 31 contains 12323 members 
Mstep: Class 32 contains 15031 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 24836 members 
Mstep: Class 35 contains 14999 members 
Mstep: Class 36 contains 12944 members 
Mstep: Class 37 contains 4176 members 
Mstep: Class 38 contains 30877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150778416.000000 Penalty: 132019.453125
Iteration 97Q: 39 clusters Score -1.507784e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 21781 members 
Mstep: Class 3 contains 12108 members 
Mstep: Class 4 contains 177421 members 
Mstep: Class 5 contains 51367 members 
Mstep: Class 6 contains 179331 members 
Mstep: Class 7 contains 100399 members 
Mstep: Class 8 contains 79087 members 
Mstep: Class 9 contains 181839 members 
Mstep: Class 10 contains 8129 members 
Mstep: Class 11 contains 16232 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 5141 members 
Mstep: Class 14 contains 8800 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 68063 members 
Mstep: Class 17 contains 7145 members 
Mstep: Class 18 contains 68865 members 
Mstep: Class 19 contains 7283 members 
Mstep: Class 20 contains 3189 members 
Mstep: Class 21 contains 9446 members 
Mstep: Class 22 contains 15286 members 
Mstep: Class 23 contains 12920 members 
Mstep: Class 24 contains 12377 members 
Mstep: Class 25 contains 1216 members 
Mstep: Class 26 contains 10888 members 
Mstep: Class 27 contains 4703 members 
Mstep: Class 28 contains 447 members 
Mstep: Class 29 contains 13056 members 
Mstep: Class 30 contains 7358 members 
Mstep: Class 31 contains 12300 members 
Mstep: Class 32 contains 15026 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 24872 members 
Mstep: Class 35 contains 15079 members 
Mstep: Class 36 contains 12944 members 
Mstep: Class 37 contains 4228 members 
Mstep: Class 38 contains 30827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150778832.000000 Penalty: 132019.453125
Iteration 98Q: 39 clusters Score -1.507788e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 22096 members 
Mstep: Class 3 contains 12143 members 
Mstep: Class 4 contains 177331 members 
Mstep: Class 5 contains 51330 members 
Mstep: Class 6 contains 179001 members 
Mstep: Class 7 contains 100395 members 
Mstep: Class 8 contains 79040 members 
Mstep: Class 9 contains 181909 members 
Mstep: Class 10 contains 8124 members 
Mstep: Class 11 contains 16226 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 5137 members 
Mstep: Class 14 contains 8806 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 68074 members 
Mstep: Class 17 contains 7163 members 
Mstep: Class 18 contains 68923 members 
Mstep: Class 19 contains 7270 members 
Mstep: Class 20 contains 3210 members 
Mstep: Class 21 contains 9434 members 
Mstep: Class 22 contains 15258 members 
Mstep: Class 23 contains 12911 members 
Mstep: Class 24 contains 12343 members 
Mstep: Class 25 contains 1216 members 
Mstep: Class 26 contains 10920 members 
Mstep: Class 27 contains 4706 members 
Mstep: Class 28 contains 445 members 
Mstep: Class 29 contains 13058 members 
Mstep: Class 30 contains 7343 members 
Mstep: Class 31 contains 12279 members 
Mstep: Class 32 contains 15017 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 24910 members 
Mstep: Class 35 contains 15147 members 
Mstep: Class 36 contains 12941 members 
Mstep: Class 37 contains 4276 members 
Mstep: Class 38 contains 30779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150779104.000000 Penalty: 132019.453125
Iteration 99Q: 39 clusters Score -1.507791e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 22422 members 
Mstep: Class 3 contains 12170 members 
Mstep: Class 4 contains 177251 members 
Mstep: Class 5 contains 51313 members 
Mstep: Class 6 contains 178668 members 
Mstep: Class 7 contains 100396 members 
Mstep: Class 8 contains 78983 members 
Mstep: Class 9 contains 181965 members 
Mstep: Class 10 contains 8114 members 
Mstep: Class 11 contains 16223 members 
Mstep: Class 12 contains 385 members 
Mstep: Class 13 contains 5131 members 
Mstep: Class 14 contains 8809 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 68077 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 68992 members 
Mstep: Class 19 contains 7251 members 
Mstep: Class 20 contains 3226 members 
Mstep: Class 21 contains 9418 members 
Mstep: Class 22 contains 15232 members 
Mstep: Class 23 contains 12909 members 
Mstep: Class 24 contains 12311 members 
Mstep: Class 25 contains 1216 members 
Mstep: Class 26 contains 10945 members 
Mstep: Class 27 contains 4708 members 
Mstep: Class 28 contains 442 members 
Mstep: Class 29 contains 13062 members 
Mstep: Class 30 contains 7327 members 
Mstep: Class 31 contains 12243 members 
Mstep: Class 32 contains 15009 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 24930 members 
Mstep: Class 35 contains 15217 members 
Mstep: Class 36 contains 12940 members 
Mstep: Class 37 contains 4332 members 
Mstep: Class 38 contains 30742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150779072.000000 Penalty: 132019.453125
Iteration 100F: 39 clusters Score -1.507791e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 22754 members 
Mstep: Class 3 contains 12198 members 
Mstep: Class 4 contains 177166 members 
Mstep: Class 5 contains 51297 members 
Mstep: Class 6 contains 178343 members 
Mstep: Class 7 contains 100393 members 
Mstep: Class 8 contains 78921 members 
Mstep: Class 9 contains 182036 members 
Mstep: Class 10 contains 8111 members 
Mstep: Class 11 contains 16220 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5126 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 68088 members 
Mstep: Class 17 contains 7209 members 
Mstep: Class 18 contains 69069 members 
Mstep: Class 19 contains 7235 members 
Mstep: Class 20 contains 3242 members 
Mstep: Class 21 contains 9405 members 
Mstep: Class 22 contains 15219 members 
Mstep: Class 23 contains 12908 members 
Mstep: Class 24 contains 12255 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 10959 members 
Mstep: Class 27 contains 4709 members 
Mstep: Class 28 contains 442 members 
Mstep: Class 29 contains 13069 members 
Mstep: Class 30 contains 7311 members 
Mstep: Class 31 contains 12207 members 
Mstep: Class 32 contains 14993 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 24952 members 
Mstep: Class 35 contains 15280 members 
Mstep: Class 36 contains 12944 members 
Mstep: Class 37 contains 4380 members 
Mstep: Class 38 contains 30686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150779104.000000 Penalty: 132019.453125
Iteration 101Q: 39 clusters Score -1.507791e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 23044 members 
Mstep: Class 3 contains 12230 members 
Mstep: Class 4 contains 177067 members 
Mstep: Class 5 contains 51272 members 
Mstep: Class 6 contains 178043 members 
Mstep: Class 7 contains 100387 members 
Mstep: Class 8 contains 78876 members 
Mstep: Class 9 contains 182102 members 
Mstep: Class 10 contains 8106 members 
Mstep: Class 11 contains 16214 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5124 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 68108 members 
Mstep: Class 17 contains 7229 members 
Mstep: Class 18 contains 69129 members 
Mstep: Class 19 contains 7231 members 
Mstep: Class 20 contains 3268 members 
Mstep: Class 21 contains 9395 members 
Mstep: Class 22 contains 15206 members 
Mstep: Class 23 contains 12908 members 
Mstep: Class 24 contains 12194 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 10971 members 
Mstep: Class 27 contains 4708 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 13071 members 
Mstep: Class 30 contains 7294 members 
Mstep: Class 31 contains 12189 members 
Mstep: Class 32 contains 14987 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 24975 members 
Mstep: Class 35 contains 15335 members 
Mstep: Class 36 contains 12946 members 
Mstep: Class 37 contains 4423 members 
Mstep: Class 38 contains 30648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150779136.000000 Penalty: 132019.453125
Iteration 102Q: 39 clusters Score -1.507791e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 23357 members 
Mstep: Class 3 contains 12280 members 
Mstep: Class 4 contains 176960 members 
Mstep: Class 5 contains 51241 members 
Mstep: Class 6 contains 177749 members 
Mstep: Class 7 contains 100378 members 
Mstep: Class 8 contains 78823 members 
Mstep: Class 9 contains 182153 members 
Mstep: Class 10 contains 8099 members 
Mstep: Class 11 contains 16215 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5127 members 
Mstep: Class 14 contains 8831 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 68116 members 
Mstep: Class 17 contains 7233 members 
Mstep: Class 18 contains 69186 members 
Mstep: Class 19 contains 7230 members 
Mstep: Class 20 contains 3292 members 
Mstep: Class 21 contains 9386 members 
Mstep: Class 22 contains 15190 members 
Mstep: Class 23 contains 12915 members 
Mstep: Class 24 contains 12145 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 10992 members 
Mstep: Class 27 contains 4712 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 13076 members 
Mstep: Class 30 contains 7272 members 
Mstep: Class 31 contains 12158 members 
Mstep: Class 32 contains 14981 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 24992 members 
Mstep: Class 35 contains 15398 members 
Mstep: Class 36 contains 12943 members 
Mstep: Class 37 contains 4463 members 
Mstep: Class 38 contains 30615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150779216.000000 Penalty: 132019.453125
Iteration 103Q: 39 clusters Score -1.507792e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 23660 members 
Mstep: Class 3 contains 12329 members 
Mstep: Class 4 contains 176856 members 
Mstep: Class 5 contains 51217 members 
Mstep: Class 6 contains 177414 members 
Mstep: Class 7 contains 100364 members 
Mstep: Class 8 contains 78780 members 
Mstep: Class 9 contains 182204 members 
Mstep: Class 10 contains 8083 members 
Mstep: Class 11 contains 16211 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5131 members 
Mstep: Class 14 contains 8833 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 68134 members 
Mstep: Class 17 contains 7258 members 
Mstep: Class 18 contains 69251 members 
Mstep: Class 19 contains 7226 members 
Mstep: Class 20 contains 3319 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 15180 members 
Mstep: Class 23 contains 12923 members 
Mstep: Class 24 contains 12104 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 11011 members 
Mstep: Class 27 contains 4713 members 
Mstep: Class 28 contains 439 members 
Mstep: Class 29 contains 13072 members 
Mstep: Class 30 contains 7254 members 
Mstep: Class 31 contains 12127 members 
Mstep: Class 32 contains 14975 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 25027 members 
Mstep: Class 35 contains 15443 members 
Mstep: Class 36 contains 12939 members 
Mstep: Class 37 contains 4501 members 
Mstep: Class 38 contains 30586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150779808.000000 Penalty: 132019.453125
Iteration 104Q: 39 clusters Score -1.507798e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 23948 members 
Mstep: Class 3 contains 12364 members 
Mstep: Class 4 contains 176725 members 
Mstep: Class 5 contains 51200 members 
Mstep: Class 6 contains 177142 members 
Mstep: Class 7 contains 100353 members 
Mstep: Class 8 contains 78740 members 
Mstep: Class 9 contains 182227 members 
Mstep: Class 10 contains 8074 members 
Mstep: Class 11 contains 16211 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5133 members 
Mstep: Class 14 contains 8840 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 68140 members 
Mstep: Class 17 contains 7274 members 
Mstep: Class 18 contains 69320 members 
Mstep: Class 19 contains 7225 members 
Mstep: Class 20 contains 3341 members 
Mstep: Class 21 contains 9385 members 
Mstep: Class 22 contains 15174 members 
Mstep: Class 23 contains 12936 members 
Mstep: Class 24 contains 12061 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 11021 members 
Mstep: Class 27 contains 4716 members 
Mstep: Class 28 contains 439 members 
Mstep: Class 29 contains 13076 members 
Mstep: Class 30 contains 7244 members 
Mstep: Class 31 contains 12118 members 
Mstep: Class 32 contains 14972 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 25052 members 
Mstep: Class 35 contains 15482 members 
Mstep: Class 36 contains 12936 members 
Mstep: Class 37 contains 4524 members 
Mstep: Class 38 contains 30564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150779984.000000 Penalty: 132019.453125
Iteration 105Q: 39 clusters Score -1.5078e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 24227 members 
Mstep: Class 3 contains 12391 members 
Mstep: Class 4 contains 176612 members 
Mstep: Class 5 contains 51178 members 
Mstep: Class 6 contains 176866 members 
Mstep: Class 7 contains 100347 members 
Mstep: Class 8 contains 78711 members 
Mstep: Class 9 contains 182262 members 
Mstep: Class 10 contains 8069 members 
Mstep: Class 11 contains 16210 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5131 members 
Mstep: Class 14 contains 8837 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 68162 members 
Mstep: Class 17 contains 7291 members 
Mstep: Class 18 contains 69374 members 
Mstep: Class 19 contains 7214 members 
Mstep: Class 20 contains 3354 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 15170 members 
Mstep: Class 23 contains 12952 members 
Mstep: Class 24 contains 12022 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 11034 members 
Mstep: Class 27 contains 4719 members 
Mstep: Class 28 contains 438 members 
Mstep: Class 29 contains 13078 members 
Mstep: Class 30 contains 7236 members 
Mstep: Class 31 contains 12115 members 
Mstep: Class 32 contains 14965 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 25077 members 
Mstep: Class 35 contains 15513 members 
Mstep: Class 36 contains 12931 members 
Mstep: Class 37 contains 4548 members 
Mstep: Class 38 contains 30552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150780368.000000 Penalty: 132019.453125
Iteration 106Q: 39 clusters Score -1.507804e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 24497 members 
Mstep: Class 3 contains 12414 members 
Mstep: Class 4 contains 176498 members 
Mstep: Class 5 contains 51154 members 
Mstep: Class 6 contains 176599 members 
Mstep: Class 7 contains 100342 members 
Mstep: Class 8 contains 78683 members 
Mstep: Class 9 contains 182304 members 
Mstep: Class 10 contains 8067 members 
Mstep: Class 11 contains 16209 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5130 members 
Mstep: Class 14 contains 8836 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 68176 members 
Mstep: Class 17 contains 7293 members 
Mstep: Class 18 contains 69455 members 
Mstep: Class 19 contains 7202 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 9376 members 
Mstep: Class 22 contains 15165 members 
Mstep: Class 23 contains 12952 members 
Mstep: Class 24 contains 11970 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 11047 members 
Mstep: Class 27 contains 4723 members 
Mstep: Class 28 contains 437 members 
Mstep: Class 29 contains 13076 members 
Mstep: Class 30 contains 7232 members 
Mstep: Class 31 contains 12101 members 
Mstep: Class 32 contains 14959 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 25113 members 
Mstep: Class 35 contains 15549 members 
Mstep: Class 36 contains 12925 members 
Mstep: Class 37 contains 4586 members 
Mstep: Class 38 contains 30532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150780816.000000 Penalty: 132019.453125
Iteration 107Q: 39 clusters Score -1.507808e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 24761 members 
Mstep: Class 3 contains 12448 members 
Mstep: Class 4 contains 176385 members 
Mstep: Class 5 contains 51123 members 
Mstep: Class 6 contains 176359 members 
Mstep: Class 7 contains 100330 members 
Mstep: Class 8 contains 78649 members 
Mstep: Class 9 contains 182339 members 
Mstep: Class 10 contains 8067 members 
Mstep: Class 11 contains 16212 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5129 members 
Mstep: Class 14 contains 8839 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 68187 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 69511 members 
Mstep: Class 19 contains 7187 members 
Mstep: Class 20 contains 3403 members 
Mstep: Class 21 contains 9364 members 
Mstep: Class 22 contains 15163 members 
Mstep: Class 23 contains 12953 members 
Mstep: Class 24 contains 11936 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 11065 members 
Mstep: Class 27 contains 4725 members 
Mstep: Class 28 contains 435 members 
Mstep: Class 29 contains 13076 members 
Mstep: Class 30 contains 7228 members 
Mstep: Class 31 contains 12072 members 
Mstep: Class 32 contains 14954 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 25137 members 
Mstep: Class 35 contains 15593 members 
Mstep: Class 36 contains 12925 members 
Mstep: Class 37 contains 4623 members 
Mstep: Class 38 contains 30511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150781232.000000 Penalty: 132019.453125
Iteration 108Q: 39 clusters Score -1.507812e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 25050 members 
Mstep: Class 3 contains 12487 members 
Mstep: Class 4 contains 176299 members 
Mstep: Class 5 contains 51110 members 
Mstep: Class 6 contains 176081 members 
Mstep: Class 7 contains 100319 members 
Mstep: Class 8 contains 78624 members 
Mstep: Class 9 contains 182370 members 
Mstep: Class 10 contains 8060 members 
Mstep: Class 11 contains 16213 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5129 members 
Mstep: Class 14 contains 8841 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 68194 members 
Mstep: Class 17 contains 7319 members 
Mstep: Class 18 contains 69549 members 
Mstep: Class 19 contains 7161 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 15159 members 
Mstep: Class 23 contains 12956 members 
Mstep: Class 24 contains 11904 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 11073 members 
Mstep: Class 27 contains 4725 members 
Mstep: Class 28 contains 435 members 
Mstep: Class 29 contains 13072 members 
Mstep: Class 30 contains 7221 members 
Mstep: Class 31 contains 12046 members 
Mstep: Class 32 contains 14953 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 25157 members 
Mstep: Class 35 contains 15627 members 
Mstep: Class 36 contains 12928 members 
Mstep: Class 37 contains 4665 members 
Mstep: Class 38 contains 30484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150781328.000000 Penalty: 132019.453125
Iteration 109Q: 39 clusters Score -1.507813e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 25317 members 
Mstep: Class 3 contains 12518 members 
Mstep: Class 4 contains 176215 members 
Mstep: Class 5 contains 51098 members 
Mstep: Class 6 contains 175818 members 
Mstep: Class 7 contains 100307 members 
Mstep: Class 8 contains 78593 members 
Mstep: Class 9 contains 182394 members 
Mstep: Class 10 contains 8054 members 
Mstep: Class 11 contains 16215 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5126 members 
Mstep: Class 14 contains 8847 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 68209 members 
Mstep: Class 17 contains 7337 members 
Mstep: Class 18 contains 69587 members 
Mstep: Class 19 contains 7128 members 
Mstep: Class 20 contains 3458 members 
Mstep: Class 21 contains 9342 members 
Mstep: Class 22 contains 15157 members 
Mstep: Class 23 contains 12959 members 
Mstep: Class 24 contains 11886 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 11086 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 433 members 
Mstep: Class 29 contains 13070 members 
Mstep: Class 30 contains 7214 members 
Mstep: Class 31 contains 12025 members 
Mstep: Class 32 contains 14953 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 25187 members 
Mstep: Class 35 contains 15653 members 
Mstep: Class 36 contains 12926 members 
Mstep: Class 37 contains 4702 members 
Mstep: Class 38 contains 30453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150781888.000000 Penalty: 132019.453125
Iteration 110Q: 39 clusters Score -1.507819e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 25595 members 
Mstep: Class 3 contains 12542 members 
Mstep: Class 4 contains 176118 members 
Mstep: Class 5 contains 51072 members 
Mstep: Class 6 contains 175621 members 
Mstep: Class 7 contains 100299 members 
Mstep: Class 8 contains 78550 members 
Mstep: Class 9 contains 182413 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 16213 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5123 members 
Mstep: Class 14 contains 8851 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 68224 members 
Mstep: Class 17 contains 7347 members 
Mstep: Class 18 contains 69615 members 
Mstep: Class 19 contains 7104 members 
Mstep: Class 20 contains 3484 members 
Mstep: Class 21 contains 9337 members 
Mstep: Class 22 contains 15152 members 
Mstep: Class 23 contains 12962 members 
Mstep: Class 24 contains 11869 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 11097 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 433 members 
Mstep: Class 29 contains 13066 members 
Mstep: Class 30 contains 7213 members 
Mstep: Class 31 contains 12008 members 
Mstep: Class 32 contains 14949 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 25208 members 
Mstep: Class 35 contains 15681 members 
Mstep: Class 36 contains 12923 members 
Mstep: Class 37 contains 4734 members 
Mstep: Class 38 contains 30414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150781744.000000 Penalty: 132019.453125
Iteration 111Q: 39 clusters Score -1.507817e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 25844 members 
Mstep: Class 3 contains 12572 members 
Mstep: Class 4 contains 176022 members 
Mstep: Class 5 contains 51051 members 
Mstep: Class 6 contains 175422 members 
Mstep: Class 7 contains 100280 members 
Mstep: Class 8 contains 78517 members 
Mstep: Class 9 contains 182438 members 
Mstep: Class 10 contains 8044 members 
Mstep: Class 11 contains 16215 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5120 members 
Mstep: Class 14 contains 8851 members 
Mstep: Class 15 contains 954 members 
Mstep: Class 16 contains 68233 members 
Mstep: Class 17 contains 7365 members 
Mstep: Class 18 contains 69660 members 
Mstep: Class 19 contains 7098 members 
Mstep: Class 20 contains 3499 members 
Mstep: Class 21 contains 9327 members 
Mstep: Class 22 contains 15144 members 
Mstep: Class 23 contains 12965 members 
Mstep: Class 24 contains 11858 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 11115 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 429 members 
Mstep: Class 29 contains 13066 members 
Mstep: Class 30 contains 7207 members 
Mstep: Class 31 contains 11982 members 
Mstep: Class 32 contains 14946 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 25219 members 
Mstep: Class 35 contains 15719 members 
Mstep: Class 36 contains 12919 members 
Mstep: Class 37 contains 4760 members 
Mstep: Class 38 contains 30384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150781952.000000 Penalty: 132019.453125
Iteration 112Q: 39 clusters Score -1.50782e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 26083 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 175953 members 
Mstep: Class 5 contains 51029 members 
Mstep: Class 6 contains 175211 members 
Mstep: Class 7 contains 100267 members 
Mstep: Class 8 contains 78490 members 
Mstep: Class 9 contains 182458 members 
Mstep: Class 10 contains 8038 members 
Mstep: Class 11 contains 16219 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5118 members 
Mstep: Class 14 contains 8851 members 
Mstep: Class 15 contains 954 members 
Mstep: Class 16 contains 68240 members 
Mstep: Class 17 contains 7381 members 
Mstep: Class 18 contains 69693 members 
Mstep: Class 19 contains 7092 members 
Mstep: Class 20 contains 3521 members 
Mstep: Class 21 contains 9311 members 
Mstep: Class 22 contains 15143 members 
Mstep: Class 23 contains 12964 members 
Mstep: Class 24 contains 11846 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 11120 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 13065 members 
Mstep: Class 30 contains 7195 members 
Mstep: Class 31 contains 11969 members 
Mstep: Class 32 contains 14943 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 25232 members 
Mstep: Class 35 contains 15746 members 
Mstep: Class 36 contains 12915 members 
Mstep: Class 37 contains 4783 members 
Mstep: Class 38 contains 30359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150781808.000000 Penalty: 132019.453125
Iteration 113Q: 39 clusters Score -1.507818e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 26294 members 
Mstep: Class 3 contains 12651 members 
Mstep: Class 4 contains 175874 members 
Mstep: Class 5 contains 51016 members 
Mstep: Class 6 contains 175049 members 
Mstep: Class 7 contains 100255 members 
Mstep: Class 8 contains 78468 members 
Mstep: Class 9 contains 182480 members 
Mstep: Class 10 contains 8031 members 
Mstep: Class 11 contains 16221 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5117 members 
Mstep: Class 14 contains 8851 members 
Mstep: Class 15 contains 955 members 
Mstep: Class 16 contains 68252 members 
Mstep: Class 17 contains 7402 members 
Mstep: Class 18 contains 69711 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 9292 members 
Mstep: Class 22 contains 15140 members 
Mstep: Class 23 contains 12962 members 
Mstep: Class 24 contains 11834 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 11126 members 
Mstep: Class 27 contains 4725 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 13063 members 
Mstep: Class 30 contains 7188 members 
Mstep: Class 31 contains 11954 members 
Mstep: Class 32 contains 14941 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 25236 members 
Mstep: Class 35 contains 15776 members 
Mstep: Class 36 contains 12913 members 
Mstep: Class 37 contains 4806 members 
Mstep: Class 38 contains 30325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150781872.000000 Penalty: 132019.453125
Iteration 114Q: 39 clusters Score -1.507819e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 26496 members 
Mstep: Class 3 contains 12674 members 
Mstep: Class 4 contains 175793 members 
Mstep: Class 5 contains 51005 members 
Mstep: Class 6 contains 174885 members 
Mstep: Class 7 contains 100251 members 
Mstep: Class 8 contains 78458 members 
Mstep: Class 9 contains 182502 members 
Mstep: Class 10 contains 8030 members 
Mstep: Class 11 contains 16221 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5113 members 
Mstep: Class 14 contains 8853 members 
Mstep: Class 15 contains 955 members 
Mstep: Class 16 contains 68256 members 
Mstep: Class 17 contains 7420 members 
Mstep: Class 18 contains 69733 members 
Mstep: Class 19 contains 7095 members 
Mstep: Class 20 contains 3541 members 
Mstep: Class 21 contains 9275 members 
Mstep: Class 22 contains 15140 members 
Mstep: Class 23 contains 12967 members 
Mstep: Class 24 contains 11822 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 11130 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 13063 members 
Mstep: Class 30 contains 7184 members 
Mstep: Class 31 contains 11941 members 
Mstep: Class 32 contains 14938 members 
Mstep: Class 33 contains 2728 members 
Mstep: Class 34 contains 25234 members 
Mstep: Class 35 contains 15804 members 
Mstep: Class 36 contains 12910 members 
Mstep: Class 37 contains 4828 members 
Mstep: Class 38 contains 30292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150781888.000000 Penalty: 132019.453125
Iteration 115Q: 39 clusters Score -1.507819e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 26672 members 
Mstep: Class 3 contains 12692 members 
Mstep: Class 4 contains 175731 members 
Mstep: Class 5 contains 50997 members 
Mstep: Class 6 contains 174739 members 
Mstep: Class 7 contains 100249 members 
Mstep: Class 8 contains 78438 members 
Mstep: Class 9 contains 182518 members 
Mstep: Class 10 contains 8024 members 
Mstep: Class 11 contains 16223 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 8852 members 
Mstep: Class 15 contains 955 members 
Mstep: Class 16 contains 68260 members 
Mstep: Class 17 contains 7430 members 
Mstep: Class 18 contains 69753 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 3562 members 
Mstep: Class 21 contains 9264 members 
Mstep: Class 22 contains 15134 members 
Mstep: Class 23 contains 12964 members 
Mstep: Class 24 contains 11823 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 11132 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 13064 members 
Mstep: Class 30 contains 7181 members 
Mstep: Class 31 contains 11928 members 
Mstep: Class 32 contains 14929 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 25231 members 
Mstep: Class 35 contains 15834 members 
Mstep: Class 36 contains 12909 members 
Mstep: Class 37 contains 4848 members 
Mstep: Class 38 contains 30269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150782048.000000 Penalty: 132019.453125
Iteration 116Q: 39 clusters Score -1.50782e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 26843 members 
Mstep: Class 3 contains 12714 members 
Mstep: Class 4 contains 175653 members 
Mstep: Class 5 contains 50987 members 
Mstep: Class 6 contains 174613 members 
Mstep: Class 7 contains 100249 members 
Mstep: Class 8 contains 78423 members 
Mstep: Class 9 contains 182524 members 
Mstep: Class 10 contains 8019 members 
Mstep: Class 11 contains 16224 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 8854 members 
Mstep: Class 15 contains 955 members 
Mstep: Class 16 contains 68268 members 
Mstep: Class 17 contains 7439 members 
Mstep: Class 18 contains 69758 members 
Mstep: Class 19 contains 7080 members 
Mstep: Class 20 contains 3580 members 
Mstep: Class 21 contains 9267 members 
Mstep: Class 22 contains 15129 members 
Mstep: Class 23 contains 12961 members 
Mstep: Class 24 contains 11824 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 11134 members 
Mstep: Class 27 contains 4725 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 13066 members 
Mstep: Class 30 contains 7180 members 
Mstep: Class 31 contains 11928 members 
Mstep: Class 32 contains 14919 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 25237 members 
Mstep: Class 35 contains 15873 members 
Mstep: Class 36 contains 12909 members 
Mstep: Class 37 contains 4859 members 
Mstep: Class 38 contains 30246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150782160.000000 Penalty: 132019.453125
Iteration 117Q: 39 clusters Score -1.507822e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 27037 members 
Mstep: Class 3 contains 12729 members 
Mstep: Class 4 contains 175583 members 
Mstep: Class 5 contains 50985 members 
Mstep: Class 6 contains 174464 members 
Mstep: Class 7 contains 100249 members 
Mstep: Class 8 contains 78401 members 
Mstep: Class 9 contains 182528 members 
Mstep: Class 10 contains 8020 members 
Mstep: Class 11 contains 16221 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 8855 members 
Mstep: Class 15 contains 955 members 
Mstep: Class 16 contains 68272 members 
Mstep: Class 17 contains 7453 members 
Mstep: Class 18 contains 69791 members 
Mstep: Class 19 contains 7071 members 
Mstep: Class 20 contains 3597 members 
Mstep: Class 21 contains 9263 members 
Mstep: Class 22 contains 15128 members 
Mstep: Class 23 contains 12962 members 
Mstep: Class 24 contains 11824 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 11135 members 
Mstep: Class 27 contains 4725 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 13063 members 
Mstep: Class 30 contains 7179 members 
Mstep: Class 31 contains 11926 members 
Mstep: Class 32 contains 14910 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 25238 members 
Mstep: Class 35 contains 15893 members 
Mstep: Class 36 contains 12909 members 
Mstep: Class 37 contains 4868 members 
Mstep: Class 38 contains 30213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150782320.000000 Penalty: 132019.453125
Iteration 118Q: 39 clusters Score -1.507823e+08 nChanged 678
Entering ConstructFrom: 
Score: -150782320.000000 Penalty: 132019.453125
Entering ConstructFrom: 
Trying to split cluster 1 (8394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Entering Unmasked Estep 
Score: -1029855.750000 Penalty: 2240.747559
	Iteration 0F: 2 clusters Score -1029856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1023207.250000 Penalty: 4481.495117
	Iteration 0F: 3 clusters Score -1023207 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1025119.562500 Penalty: 4481.495117
	Iteration 1F: 3 clusters Score -1025120 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1025463.750000 Penalty: 4481.495117
	Iteration 2F: 3 clusters Score -1025464 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1025725.125000 Penalty: 4481.495117
	Iteration 3F: 3 clusters Score -1025725 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1025947.312500 Penalty: 4481.495117
	Iteration 4Q: 3 clusters Score -1025947 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1026092.500000 Penalty: 4481.495117
	Iteration 5Q: 3 clusters Score -1026092 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1026222.312500 Penalty: 4481.495117
	Iteration 6Q: 3 clusters Score -1026222 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1026335.687500 Penalty: 4481.495117
	Iteration 7Q: 3 clusters Score -1026336 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1026432.562500 Penalty: 4481.495117
	Iteration 8Q: 3 clusters Score -1026433 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1026527.875000 Penalty: 4481.495117
	Iteration 9Q: 3 clusters Score -1026528 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1026627.937500 Penalty: 4481.495117
	Iteration 10Q: 3 clusters Score -1026628 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1026724.375000 Penalty: 4481.495117
	Iteration 11Q: 3 clusters Score -1026724 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1026826.625000 Penalty: 4481.495117
	Iteration 12Q: 3 clusters Score -1026827 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1026932.750000 Penalty: 4481.495117
	Iteration 13Q: 3 clusters Score -1026933 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1027040.750000 Penalty: 4481.495117
	Iteration 14Q: 3 clusters Score -1027041 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1027122.562500 Penalty: 4481.495117
	Iteration 15Q: 3 clusters Score -1027123 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1027191.500000 Penalty: 4481.495117
	Iteration 16Q: 3 clusters Score -1027192 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1027272.312500 Penalty: 4481.495117
	Iteration 17Q: 3 clusters Score -1027272 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1027354.125000 Penalty: 4481.495117
	Iteration 18Q: 3 clusters Score -1027354 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1027423.937500 Penalty: 4481.495117
	Iteration 19Q: 3 clusters Score -1027424 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1027504.000000 Penalty: 4481.495117
	Iteration 20F: 3 clusters Score -1027504 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1027609.625000 Penalty: 4481.495117
	Iteration 21Q: 3 clusters Score -1027610 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1027749.375000 Penalty: 4481.495117
	Iteration 22Q: 3 clusters Score -1027749 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1027882.687500 Penalty: 4481.495117
	Iteration 23Q: 3 clusters Score -1027883 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1028014.687500 Penalty: 4481.495117
	Iteration 24Q: 3 clusters Score -1028015 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1028120.312500 Penalty: 4481.495117
	Iteration 25Q: 3 clusters Score -1028120 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1028200.500000 Penalty: 4481.495117
	Iteration 26Q: 3 clusters Score -1028200 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1028257.437500 Penalty: 4481.495117
	Iteration 27Q: 3 clusters Score -1028257 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1028303.312500 Penalty: 4481.495117
	Iteration 28Q: 3 clusters Score -1028303 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1028332.187500 Penalty: 4481.495117
	Iteration 29Q: 3 clusters Score -1028332 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1028353.250000 Penalty: 4481.495117
	Iteration 30Q: 3 clusters Score -1028353 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1028377.375000 Penalty: 4481.495117
	Iteration 31Q: 3 clusters Score -1028377 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1028395.187500 Penalty: 4481.495117
	Iteration 32Q: 3 clusters Score -1028395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1028407.000000 Penalty: 4481.495117
	Iteration 33Q: 3 clusters Score -1028407 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1028430.437500 Penalty: 4481.495117
	Iteration 34Q: 3 clusters Score -1028430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1028450.312500 Penalty: 4481.495117
	Iteration 35Q: 3 clusters Score -1028450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1028466.750000 Penalty: 4481.495117
	Iteration 36Q: 3 clusters Score -1028467 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1028486.562500 Penalty: 4481.495117
	Iteration 37Q: 3 clusters Score -1028487 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1028502.937500 Penalty: 4481.495117
	Iteration 38Q: 3 clusters Score -1028503 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1028521.375000 Penalty: 4481.495117
	Iteration 39Q: 3 clusters Score -1028521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1028532.062500 Penalty: 4481.495117
	Iteration 40F: 3 clusters Score -1028532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1028540.375000 Penalty: 4481.495117
	Iteration 41Q: 3 clusters Score -1028540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1028547.625000 Penalty: 4481.495117
	Iteration 42Q: 3 clusters Score -1028548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1028553.875000 Penalty: 4481.495117
	Iteration 43Q: 3 clusters Score -1028554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1028555.937500 Penalty: 4481.495117
	Iteration 44Q: 3 clusters Score -1028556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1028559.062500 Penalty: 4481.495117
	Iteration 45Q: 3 clusters Score -1028559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1028565.375000 Penalty: 4481.495117
	Iteration 46Q: 3 clusters Score -1028565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1028567.125000 Penalty: 4481.495117
	Iteration 47Q: 3 clusters Score -1028567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1028570.812500 Penalty: 4481.495117
	Iteration 48Q: 3 clusters Score -1028571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1028572.750000 Penalty: 4481.495117
	Iteration 49Q: 3 clusters Score -1028573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1028575.750000 Penalty: 4481.495117
	Iteration 50Q: 3 clusters Score -1028576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1028577.375000 Penalty: 4481.495117
	Iteration 51Q: 3 clusters Score -1028577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1028579.437500 Penalty: 4481.495117
	Iteration 52Q: 3 clusters Score -1028579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1028578.937500 Penalty: 4481.495117
	Iteration 53Q: 3 clusters Score -1028579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1028579.437500 Penalty: 4481.495117
	Iteration 54Q: 3 clusters Score -1028579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1028579.125000 Penalty: 4481.495117
	Iteration 55Q: 3 clusters Score -1028579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1028580.875000 Penalty: 4481.495117
	Iteration 56Q: 3 clusters Score -1028581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1028580.937500 Penalty: 4481.495117
	Iteration 57Q: 3 clusters Score -1028581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1028581.375000 Penalty: 4481.495117
	Iteration 58Q: 3 clusters Score -1028581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1028580.625000 Penalty: 4481.495117
	Iteration 59Q: 3 clusters Score -1028581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1028585.375000 Penalty: 4481.495117
	Iteration 60F: 3 clusters Score -1028585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1028586.062500 Penalty: 4481.495117
	Iteration 61Q: 3 clusters Score -1028586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1028591.687500 Penalty: 4481.495117
	Iteration 62Q: 3 clusters Score -1028592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1028595.062500 Penalty: 4481.495117
	Iteration 63Q: 3 clusters Score -1028595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1028600.250000 Penalty: 4481.495117
	Iteration 64Q: 3 clusters Score -1028600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1028609.375000 Penalty: 4481.495117
	Iteration 65Q: 3 clusters Score -1028609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1028612.437500 Penalty: 4481.495117
	Iteration 66Q: 3 clusters Score -1028612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1028620.750000 Penalty: 4481.495117
	Iteration 67Q: 3 clusters Score -1028621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1028624.937500 Penalty: 4481.495117
	Iteration 68Q: 3 clusters Score -1028625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1028628.500000 Penalty: 4481.495117
	Iteration 69Q: 3 clusters Score -1028628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1028631.250000 Penalty: 4481.495117
	Iteration 70Q: 3 clusters Score -1028631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1028636.937500 Penalty: 4481.495117
	Iteration 71Q: 3 clusters Score -1028637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1028638.750000 Penalty: 4481.495117
	Iteration 72Q: 3 clusters Score -1028639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1028644.562500 Penalty: 4481.495117
	Iteration 73Q: 3 clusters Score -1028645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1028648.312500 Penalty: 4481.495117
	Iteration 74Q: 3 clusters Score -1028648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1028648.375000 Penalty: 4481.495117
	Iteration 75Q: 3 clusters Score -1028648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1028650.937500 Penalty: 4481.495117
	Iteration 76Q: 3 clusters Score -1028651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1028660.875000 Penalty: 4481.495117
	Iteration 77Q: 3 clusters Score -1028661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1028671.125000 Penalty: 4481.495117
	Iteration 78Q: 3 clusters Score -1028671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1028674.937500 Penalty: 4481.495117
	Iteration 79Q: 3 clusters Score -1028675 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1028680.875000 Penalty: 4481.495117
	Iteration 80F: 3 clusters Score -1028681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1028686.875000 Penalty: 4481.495117
	Iteration 81Q: 3 clusters Score -1028687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1028697.937500 Penalty: 4481.495117
	Iteration 82Q: 3 clusters Score -1028698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1028704.625000 Penalty: 4481.495117
	Iteration 83Q: 3 clusters Score -1028705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1028712.375000 Penalty: 4481.495117
	Iteration 84Q: 3 clusters Score -1028712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1028714.687500 Penalty: 4481.495117
	Iteration 85Q: 3 clusters Score -1028715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1028722.937500 Penalty: 4481.495117
	Iteration 86Q: 3 clusters Score -1028723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1028727.750000 Penalty: 4481.495117
	Iteration 87Q: 3 clusters Score -1028728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1028736.875000 Penalty: 4481.495117
	Iteration 88Q: 3 clusters Score -1028737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1028742.562500 Penalty: 4481.495117
	Iteration 89Q: 3 clusters Score -1028743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1028747.750000 Penalty: 4481.495117
	Iteration 90Q: 3 clusters Score -1028748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1028755.312500 Penalty: 4481.495117
	Iteration 91Q: 3 clusters Score -1028755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1028758.812500 Penalty: 4481.495117
	Iteration 92Q: 3 clusters Score -1028759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1028762.875000 Penalty: 4481.495117
	Iteration 93Q: 3 clusters Score -1028763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1028764.000000 Penalty: 4481.495117
	Iteration 94Q: 3 clusters Score -1028764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1028766.125000 Penalty: 4481.495117
	Iteration 95Q: 3 clusters Score -1028766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1028769.875000 Penalty: 4481.495117
	Iteration 96Q: 3 clusters Score -1028770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1028771.812500 Penalty: 4481.495117
	Iteration 97Q: 3 clusters Score -1028772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1028772.187500 Penalty: 4481.495117
	Iteration 98Q: 3 clusters Score -1028772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1028772.187500 Penalty: 4481.495117
	Iteration 99F: 3 clusters Score -1028772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Entering Unmasked Estep 
Score: -3469029.250000 Penalty: 2532.558105
	Iteration 0F: 2 clusters Score -3469029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3450150.250000 Penalty: 5065.116211
	Iteration 0F: 3 clusters Score -3450150 nChanged 12178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3456807.500000 Penalty: 5065.116211
	Iteration 1F: 3 clusters Score -3456808 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3457372.500000 Penalty: 5065.116211
	Iteration 2F: 3 clusters Score -3457372 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -3457975.250000 Penalty: 5065.116211
	Iteration 3Q: 3 clusters Score -3457975 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -3458546.500000 Penalty: 5065.116211
	Iteration 4Q: 3 clusters Score -3458546 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3459163.250000 Penalty: 5065.116211
	Iteration 5Q: 3 clusters Score -3459163 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -3459817.000000 Penalty: 5065.116211
	Iteration 6Q: 3 clusters Score -3459817 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3460509.750000 Penalty: 5065.116211
	Iteration 7Q: 3 clusters Score -3460510 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -3461225.500000 Penalty: 5065.116211
	Iteration 8Q: 3 clusters Score -3461226 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -3461902.000000 Penalty: 5065.116211
	Iteration 9Q: 3 clusters Score -3461902 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -3462621.500000 Penalty: 5065.116211
	Iteration 10Q: 3 clusters Score -3462622 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -3463290.250000 Penalty: 5065.116211
	Iteration 11Q: 3 clusters Score -3463290 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -3463798.500000 Penalty: 5065.116211
	Iteration 12Q: 3 clusters Score -3463798 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -3464218.250000 Penalty: 5065.116211
	Iteration 13Q: 3 clusters Score -3464218 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3464491.750000 Penalty: 5065.116211
	Iteration 14Q: 3 clusters Score -3464492 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -3464687.000000 Penalty: 5065.116211
	Iteration 15Q: 3 clusters Score -3464687 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3464851.750000 Penalty: 5065.116211
	Iteration 16Q: 3 clusters Score -3464852 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -3465006.750000 Penalty: 5065.116211
	Iteration 17Q: 3 clusters Score -3465007 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -3465144.250000 Penalty: 5065.116211
	Iteration 18Q: 3 clusters Score -3465144 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -3465284.750000 Penalty: 5065.116211
	Iteration 19Q: 3 clusters Score -3465285 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3465396.250000 Penalty: 5065.116211
	Iteration 20F: 3 clusters Score -3465396 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3465503.000000 Penalty: 5065.116211
	Iteration 21Q: 3 clusters Score -3465503 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3465627.500000 Penalty: 5065.116211
	Iteration 22Q: 3 clusters Score -3465628 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3465768.750000 Penalty: 5065.116211
	Iteration 23Q: 3 clusters Score -3465769 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3465907.750000 Penalty: 5065.116211
	Iteration 24Q: 3 clusters Score -3465908 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3466030.250000 Penalty: 5065.116211
	Iteration 25Q: 3 clusters Score -3466030 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3466115.750000 Penalty: 5065.116211
	Iteration 26Q: 3 clusters Score -3466116 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3466215.250000 Penalty: 5065.116211
	Iteration 27Q: 3 clusters Score -3466215 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3466304.750000 Penalty: 5065.116211
	Iteration 28Q: 3 clusters Score -3466305 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3466387.500000 Penalty: 5065.116211
	Iteration 29Q: 3 clusters Score -3466388 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3466450.250000 Penalty: 5065.116211
	Iteration 30Q: 3 clusters Score -3466450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3466500.250000 Penalty: 5065.116211
	Iteration 31Q: 3 clusters Score -3466500 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3466544.000000 Penalty: 5065.116211
	Iteration 32Q: 3 clusters Score -3466544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3466587.000000 Penalty: 5065.116211
	Iteration 33Q: 3 clusters Score -3466587 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3466618.000000 Penalty: 5065.116211
	Iteration 34Q: 3 clusters Score -3466618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3466643.000000 Penalty: 5065.116211
	Iteration 35Q: 3 clusters Score -3466643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3466666.250000 Penalty: 5065.116211
	Iteration 36Q: 3 clusters Score -3466666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3466687.250000 Penalty: 5065.116211
	Iteration 37Q: 3 clusters Score -3466687 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3466703.500000 Penalty: 5065.116211
	Iteration 38Q: 3 clusters Score -3466704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3466712.750000 Penalty: 5065.116211
	Iteration 39Q: 3 clusters Score -3466713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3466722.750000 Penalty: 5065.116211
	Iteration 40F: 3 clusters Score -3466723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3466733.000000 Penalty: 5065.116211
	Iteration 41Q: 3 clusters Score -3466733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3466743.000000 Penalty: 5065.116211
	Iteration 42Q: 3 clusters Score -3466743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3466754.500000 Penalty: 5065.116211
	Iteration 43Q: 3 clusters Score -3466754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3466759.250000 Penalty: 5065.116211
	Iteration 44Q: 3 clusters Score -3466759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3466765.500000 Penalty: 5065.116211
	Iteration 45Q: 3 clusters Score -3466766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3466768.750000 Penalty: 5065.116211
	Iteration 46Q: 3 clusters Score -3466769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3466777.500000 Penalty: 5065.116211
	Iteration 47Q: 3 clusters Score -3466778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3466779.250000 Penalty: 5065.116211
	Iteration 48Q: 3 clusters Score -3466779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3466778.500000 Penalty: 5065.116211
	Iteration 49Q: 3 clusters Score -3466778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3466784.000000 Penalty: 5065.116211
	Iteration 50Q: 3 clusters Score -3466784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3466785.250000 Penalty: 5065.116211
	Iteration 51Q: 3 clusters Score -3466785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3466784.750000 Penalty: 5065.116211
	Iteration 52Q: 3 clusters Score -3466785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3466793.500000 Penalty: 5065.116211
	Iteration 53Q: 3 clusters Score -3466794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3466799.000000 Penalty: 5065.116211
	Iteration 54Q: 3 clusters Score -3466799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3466807.500000 Penalty: 5065.116211
	Iteration 55Q: 3 clusters Score -3466808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3466812.500000 Penalty: 5065.116211
	Iteration 56Q: 3 clusters Score -3466812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3466822.000000 Penalty: 5065.116211
	Iteration 57Q: 3 clusters Score -3466822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3466827.250000 Penalty: 5065.116211
	Iteration 58Q: 3 clusters Score -3466827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3466828.750000 Penalty: 5065.116211
	Iteration 59Q: 3 clusters Score -3466829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3466837.250000 Penalty: 5065.116211
	Iteration 60F: 3 clusters Score -3466837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3466846.500000 Penalty: 5065.116211
	Iteration 61Q: 3 clusters Score -3466846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3466851.000000 Penalty: 5065.116211
	Iteration 62Q: 3 clusters Score -3466851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3466851.500000 Penalty: 5065.116211
	Iteration 63Q: 3 clusters Score -3466852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3466860.250000 Penalty: 5065.116211
	Iteration 64Q: 3 clusters Score -3466860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3466866.250000 Penalty: 5065.116211
	Iteration 65Q: 3 clusters Score -3466866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3466873.750000 Penalty: 5065.116211
	Iteration 66Q: 3 clusters Score -3466874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3466881.500000 Penalty: 5065.116211
	Iteration 67Q: 3 clusters Score -3466882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3466885.500000 Penalty: 5065.116211
	Iteration 68Q: 3 clusters Score -3466886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3466883.000000 Penalty: 5065.116211
	Iteration 69Q: 3 clusters Score -3466883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3466887.000000 Penalty: 5065.116211
	Iteration 70Q: 3 clusters Score -3466887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3466888.000000 Penalty: 5065.116211
	Iteration 71Q: 3 clusters Score -3466888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3466891.500000 Penalty: 5065.116211
	Iteration 72Q: 3 clusters Score -3466892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3466891.500000 Penalty: 5065.116211
	Iteration 73F: 3 clusters Score -3466892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Entering Unmasked Estep 
Score: -1548461.250000 Penalty: 2344.279053
	Iteration 0F: 2 clusters Score -1548461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1538986.250000 Penalty: 4688.558105
	Iteration 0F: 3 clusters Score -1538986 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1541981.375000 Penalty: 4688.558105
	Iteration 1F: 3 clusters Score -1541981 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1542505.000000 Penalty: 4688.558105
	Iteration 2F: 3 clusters Score -1542505 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1542996.875000 Penalty: 4688.558105
	Iteration 3F: 3 clusters Score -1542997 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1543518.125000 Penalty: 4688.558105
	Iteration 4F: 3 clusters Score -1543518 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1544028.750000 Penalty: 4688.558105
	Iteration 5F: 3 clusters Score -1544029 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1544522.500000 Penalty: 4688.558105
	Iteration 6F: 3 clusters Score -1544522 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1544943.000000 Penalty: 4688.558105
	Iteration 7F: 3 clusters Score -1544943 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1545251.250000 Penalty: 4688.558105
	Iteration 8Q: 3 clusters Score -1545251 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1545522.125000 Penalty: 4688.558105
	Iteration 9Q: 3 clusters Score -1545522 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1545730.500000 Penalty: 4688.558105
	Iteration 10Q: 3 clusters Score -1545730 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1545905.500000 Penalty: 4688.558105
	Iteration 11Q: 3 clusters Score -1545906 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1546051.250000 Penalty: 4688.558105
	Iteration 12Q: 3 clusters Score -1546051 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1546162.000000 Penalty: 4688.558105
	Iteration 13Q: 3 clusters Score -1546162 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1546243.875000 Penalty: 4688.558105
	Iteration 14Q: 3 clusters Score -1546244 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1546305.500000 Penalty: 4688.558105
	Iteration 15Q: 3 clusters Score -1546306 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1546358.000000 Penalty: 4688.558105
	Iteration 16Q: 3 clusters Score -1546358 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1546403.375000 Penalty: 4688.558105
	Iteration 17Q: 3 clusters Score -1546403 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1546441.875000 Penalty: 4688.558105
	Iteration 18Q: 3 clusters Score -1546442 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1546467.875000 Penalty: 4688.558105
	Iteration 19Q: 3 clusters Score -1546468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1546490.000000 Penalty: 4688.558105
	Iteration 20F: 3 clusters Score -1546490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1546505.375000 Penalty: 4688.558105
	Iteration 21Q: 3 clusters Score -1546505 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1546531.625000 Penalty: 4688.558105
	Iteration 22Q: 3 clusters Score -1546532 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1546557.875000 Penalty: 4688.558105
	Iteration 23Q: 3 clusters Score -1546558 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1546588.125000 Penalty: 4688.558105
	Iteration 24Q: 3 clusters Score -1546588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1546614.875000 Penalty: 4688.558105
	Iteration 25Q: 3 clusters Score -1546615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1546636.250000 Penalty: 4688.558105
	Iteration 26Q: 3 clusters Score -1546636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1546652.875000 Penalty: 4688.558105
	Iteration 27Q: 3 clusters Score -1546653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1546669.000000 Penalty: 4688.558105
	Iteration 28Q: 3 clusters Score -1546669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1546680.625000 Penalty: 4688.558105
	Iteration 29Q: 3 clusters Score -1546681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1546689.250000 Penalty: 4688.558105
	Iteration 30Q: 3 clusters Score -1546689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1546696.125000 Penalty: 4688.558105
	Iteration 31Q: 3 clusters Score -1546696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1546704.750000 Penalty: 4688.558105
	Iteration 32Q: 3 clusters Score -1546705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1546710.500000 Penalty: 4688.558105
	Iteration 33Q: 3 clusters Score -1546710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1546708.875000 Penalty: 4688.558105
	Iteration 34Q: 3 clusters Score -1546709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1546709.875000 Penalty: 4688.558105
	Iteration 35Q: 3 clusters Score -1546710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1546710.750000 Penalty: 4688.558105
	Iteration 36Q: 3 clusters Score -1546711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1546711.125000 Penalty: 4688.558105
	Iteration 37Q: 3 clusters Score -1546711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1546716.500000 Penalty: 4688.558105
	Iteration 38Q: 3 clusters Score -1546716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1546718.625000 Penalty: 4688.558105
	Iteration 39Q: 3 clusters Score -1546719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1546721.500000 Penalty: 4688.558105
	Iteration 40F: 3 clusters Score -1546722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1546725.375000 Penalty: 4688.558105
	Iteration 41Q: 3 clusters Score -1546725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1546727.625000 Penalty: 4688.558105
	Iteration 42Q: 3 clusters Score -1546728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1546727.125000 Penalty: 4688.558105
	Iteration 43Q: 3 clusters Score -1546727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1546730.625000 Penalty: 4688.558105
	Iteration 44Q: 3 clusters Score -1546731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1546733.125000 Penalty: 4688.558105
	Iteration 45Q: 3 clusters Score -1546733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1546733.125000 Penalty: 4688.558105
	Iteration 46F: 3 clusters Score -1546733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (175523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175523 members 
Entering Unmasked Estep 
Score: -22710332.000000 Penalty: 2994.730225
	Iteration 0F: 2 clusters Score -2.271033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87660 members 
Mstep: Class 2 contains 87863 members 
Entering Unmasked Estep 
Score: -22600016.000000 Penalty: 5989.460449
	Iteration 0F: 3 clusters Score -2.260002e+07 nChanged 84478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86614 members 
Mstep: Class 2 contains 88909 members 
Entering Unmasked Estep 
Score: -22648388.000000 Penalty: 5989.460449
	Iteration 1F: 3 clusters Score -2.264839e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85527 members 
Mstep: Class 2 contains 89996 members 
Entering Unmasked Estep 
Score: -22649228.000000 Penalty: 5989.460449
	Iteration 2Q: 3 clusters Score -2.264923e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 91730 members 
Entering Unmasked Estep 
Score: -22650214.000000 Penalty: 5989.460449
	Iteration 3Q: 3 clusters Score -2.265021e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81228 members 
Mstep: Class 2 contains 94295 members 
Entering Unmasked Estep 
Score: -22651506.000000 Penalty: 5989.460449
	Iteration 4Q: 3 clusters Score -2.265151e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77482 members 
Mstep: Class 2 contains 98041 members 
Entering Unmasked Estep 
Score: -22653256.000000 Penalty: 5989.460449
	Iteration 5Q: 3 clusters Score -2.265326e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71944 members 
Mstep: Class 2 contains 103579 members 
Entering Unmasked Estep 
Score: -22655810.000000 Penalty: 5989.460449
	Iteration 6Q: 3 clusters Score -2.265581e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64199 members 
Mstep: Class 2 contains 111324 members 
Entering Unmasked Estep 
Score: -22659996.000000 Penalty: 5989.460449
	Iteration 7Q: 3 clusters Score -2.266e+07 nChanged 10914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 121592 members 
Entering Unmasked Estep 
Score: -22666174.000000 Penalty: 5989.460449
	Iteration 8F: 3 clusters Score -2.266617e+07 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 133904 members 
Entering Unmasked Estep 
Score: -22675334.000000 Penalty: 5989.460449
	Iteration 9F: 3 clusters Score -2.267533e+07 nChanged 12793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 146565 members 
Entering Unmasked Estep 
Score: -22685370.000000 Penalty: 5989.460449
	Iteration 10F: 3 clusters Score -2.268537e+07 nChanged 10833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 157334 members 
Entering Unmasked Estep 
Score: -22694492.000000 Penalty: 5989.460449
	Iteration 11F: 3 clusters Score -2.269449e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 165006 members 
Entering Unmasked Estep 
Score: -22700590.000000 Penalty: 5989.460449
	Iteration 12Q: 3 clusters Score -2.270059e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 169943 members 
Entering Unmasked Estep 
Score: -22703868.000000 Penalty: 5989.460449
	Iteration 13Q: 3 clusters Score -2.270387e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 172611 members 
Entering Unmasked Estep 
Score: -22705730.000000 Penalty: 5989.460449
	Iteration 14Q: 3 clusters Score -2.270573e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 173969 members 
Entering Unmasked Estep 
Score: -22706708.000000 Penalty: 5989.460449
	Iteration 15Q: 3 clusters Score -2.270671e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 174579 members 
Entering Unmasked Estep 
Score: -22707130.000000 Penalty: 5989.460449
	Iteration 16Q: 3 clusters Score -2.270713e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 174845 members 
Entering Unmasked Estep 
Score: -22707388.000000 Penalty: 5989.460449
	Iteration 17Q: 3 clusters Score -2.270739e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 174962 members 
Entering Unmasked Estep 
Score: -22707486.000000 Penalty: 5989.460449
	Iteration 18Q: 3 clusters Score -2.270749e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 175027 members 
Entering Unmasked Estep 
Score: -22707568.000000 Penalty: 5989.460449
	Iteration 19Q: 3 clusters Score -2.270757e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 175062 members 
Entering Unmasked Estep 
Score: -22707622.000000 Penalty: 5989.460449
	Iteration 20F: 3 clusters Score -2.270762e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 175095 members 
Entering Unmasked Estep 
Score: -22707664.000000 Penalty: 5989.460449
	Iteration 21Q: 3 clusters Score -2.270766e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 175110 members 
Entering Unmasked Estep 
Score: -22707682.000000 Penalty: 5989.460449
	Iteration 22Q: 3 clusters Score -2.270768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 175120 members 
Entering Unmasked Estep 
Score: -22707674.000000 Penalty: 5989.460449
	Iteration 23Q: 3 clusters Score -2.270767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 175126 members 
Entering Unmasked Estep 
Score: -22707712.000000 Penalty: 5989.460449
	Iteration 24Q: 3 clusters Score -2.270771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 175134 members 
Entering Unmasked Estep 
Score: -22707714.000000 Penalty: 5989.460449
	Iteration 25Q: 3 clusters Score -2.270771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 175138 members 
Entering Unmasked Estep 
Score: -22707712.000000 Penalty: 5989.460449
	Iteration 26Q: 3 clusters Score -2.270771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 175139 members 
Entering Unmasked Estep 
Score: -22707722.000000 Penalty: 5989.460449
	Iteration 27Q: 3 clusters Score -2.270772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 175143 members 
Entering Unmasked Estep 
Score: -22707726.000000 Penalty: 5989.460449
	Iteration 28Q: 3 clusters Score -2.270773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 175145 members 
Entering Unmasked Estep 
Score: -22707728.000000 Penalty: 5989.460449
	Iteration 29Q: 3 clusters Score -2.270773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 175147 members 
Entering Unmasked Estep 
Score: -22707732.000000 Penalty: 5989.460449
	Iteration 30Q: 3 clusters Score -2.270773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 175149 members 
Entering Unmasked Estep 
Score: -22707718.000000 Penalty: 5989.460449
	Iteration 31Q: 3 clusters Score -2.270772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 175152 members 
Entering Unmasked Estep 
Score: -22707710.000000 Penalty: 5989.460449
	Iteration 32Q: 3 clusters Score -2.270771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 175153 members 
Entering Unmasked Estep 
Score: -22707718.000000 Penalty: 5989.460449
	Iteration 33Q: 3 clusters Score -2.270772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 175154 members 
Entering Unmasked Estep 
Score: -22707710.000000 Penalty: 5989.460449
	Iteration 34Q: 3 clusters Score -2.270771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 175155 members 
Entering Unmasked Estep 
Score: -22707714.000000 Penalty: 5989.460449
	Iteration 35Q: 3 clusters Score -2.270771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 175156 members 
Entering Unmasked Estep 
Score: -22707718.000000 Penalty: 5989.460449
	Iteration 36Q: 3 clusters Score -2.270772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 175156 members 
Entering Unmasked Estep 
Score: -22707718.000000 Penalty: 5989.460449
	Iteration 37F: 3 clusters Score -2.270772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Entering Unmasked Estep 
Score: -6564045.000000 Penalty: 2688.118652
	Iteration 0F: 2 clusters Score -6564045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -6529512.500000 Penalty: 5376.237305
	Iteration 0F: 3 clusters Score -6529512 nChanged 23717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -6542678.000000 Penalty: 5376.237305
	Iteration 1F: 3 clusters Score -6542678 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -6543399.500000 Penalty: 5376.237305
	Iteration 2Q: 3 clusters Score -6543400 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -6544252.000000 Penalty: 5376.237305
	Iteration 3Q: 3 clusters Score -6544252 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -6545464.500000 Penalty: 5376.237305
	Iteration 4Q: 3 clusters Score -6545464 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -6547241.000000 Penalty: 5376.237305
	Iteration 5F: 3 clusters Score -6547241 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -6549473.000000 Penalty: 5376.237305
	Iteration 6F: 3 clusters Score -6549473 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -6552086.000000 Penalty: 5376.237305
	Iteration 7F: 3 clusters Score -6552086 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -6554732.500000 Penalty: 5376.237305
	Iteration 8F: 3 clusters Score -6554732 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -6557104.000000 Penalty: 5376.237305
	Iteration 9F: 3 clusters Score -6557104 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -6558820.500000 Penalty: 5376.237305
	Iteration 10Q: 3 clusters Score -6558820 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -6559903.000000 Penalty: 5376.237305
	Iteration 11Q: 3 clusters Score -6559903 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -6560623.000000 Penalty: 5376.237305
	Iteration 12Q: 3 clusters Score -6560623 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6561090.000000 Penalty: 5376.237305
	Iteration 13Q: 3 clusters Score -6561090 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6561329.500000 Penalty: 5376.237305
	Iteration 14Q: 3 clusters Score -6561330 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6561480.000000 Penalty: 5376.237305
	Iteration 15Q: 3 clusters Score -6561480 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6561569.000000 Penalty: 5376.237305
	Iteration 16Q: 3 clusters Score -6561569 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6561653.500000 Penalty: 5376.237305
	Iteration 17Q: 3 clusters Score -6561654 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6561733.000000 Penalty: 5376.237305
	Iteration 18Q: 3 clusters Score -6561733 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6561792.500000 Penalty: 5376.237305
	Iteration 19Q: 3 clusters Score -6561792 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6561829.000000 Penalty: 5376.237305
	Iteration 20F: 3 clusters Score -6561829 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6561835.500000 Penalty: 5376.237305
	Iteration 21Q: 3 clusters Score -6561836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6561852.500000 Penalty: 5376.237305
	Iteration 22Q: 3 clusters Score -6561852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6561869.500000 Penalty: 5376.237305
	Iteration 23Q: 3 clusters Score -6561870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6561868.000000 Penalty: 5376.237305
	Iteration 24Q: 3 clusters Score -6561868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6561872.000000 Penalty: 5376.237305
	Iteration 25Q: 3 clusters Score -6561872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6561884.500000 Penalty: 5376.237305
	Iteration 26Q: 3 clusters Score -6561884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6561893.500000 Penalty: 5376.237305
	Iteration 27Q: 3 clusters Score -6561894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6561897.500000 Penalty: 5376.237305
	Iteration 28Q: 3 clusters Score -6561898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6561899.500000 Penalty: 5376.237305
	Iteration 29Q: 3 clusters Score -6561900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6561897.500000 Penalty: 5376.237305
	Iteration 30Q: 3 clusters Score -6561898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6561903.000000 Penalty: 5376.237305
	Iteration 31Q: 3 clusters Score -6561903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6561905.500000 Penalty: 5376.237305
	Iteration 32Q: 3 clusters Score -6561906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6561906.500000 Penalty: 5376.237305
	Iteration 33Q: 3 clusters Score -6561906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6561909.500000 Penalty: 5376.237305
	Iteration 34Q: 3 clusters Score -6561910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6561906.500000 Penalty: 5376.237305
	Iteration 35Q: 3 clusters Score -6561906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6561907.500000 Penalty: 5376.237305
	Iteration 36Q: 3 clusters Score -6561908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6561911.000000 Penalty: 5376.237305
	Iteration 37Q: 3 clusters Score -6561911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6561911.000000 Penalty: 5376.237305
	Iteration 38F: 3 clusters Score -6561911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (174334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174334 members 
Entering Unmasked Estep 
Score: -22416474.000000 Penalty: 2993.044678
	Iteration 0F: 2 clusters Score -2.241647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87370 members 
Mstep: Class 2 contains 86964 members 
Entering Unmasked Estep 
Score: -22304746.000000 Penalty: 5986.089355
	Iteration 0F: 3 clusters Score -2.230475e+07 nChanged 83586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90640 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -22353600.000000 Penalty: 5986.089355
	Iteration 1F: 3 clusters Score -2.23536e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92713 members 
Mstep: Class 2 contains 81621 members 
Entering Unmasked Estep 
Score: -22354676.000000 Penalty: 5986.089355
	Iteration 2Q: 3 clusters Score -2.235468e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95975 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -22356278.000000 Penalty: 5986.089355
	Iteration 3Q: 3 clusters Score -2.235628e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100694 members 
Mstep: Class 2 contains 73640 members 
Entering Unmasked Estep 
Score: -22358474.000000 Penalty: 5986.089355
	Iteration 4Q: 3 clusters Score -2.235847e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 66847 members 
Entering Unmasked Estep 
Score: -22361926.000000 Penalty: 5986.089355
	Iteration 5Q: 3 clusters Score -2.236193e+07 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116935 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -22367804.000000 Penalty: 5986.089355
	Iteration 6F: 3 clusters Score -2.23678e+07 nChanged 12653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129296 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -22377120.000000 Penalty: 5986.089355
	Iteration 7F: 3 clusters Score -2.237712e+07 nChanged 14219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143357 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -22388714.000000 Penalty: 5986.089355
	Iteration 8F: 3 clusters Score -2.238871e+07 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156261 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -22400548.000000 Penalty: 5986.089355
	Iteration 9F: 3 clusters Score -2.240055e+07 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165484 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -22408322.000000 Penalty: 5986.089355
	Iteration 10F: 3 clusters Score -2.240832e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170463 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -22411764.000000 Penalty: 5986.089355
	Iteration 11Q: 3 clusters Score -2.241176e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172522 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -22413170.000000 Penalty: 5986.089355
	Iteration 12Q: 3 clusters Score -2.241317e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173287 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -22413668.000000 Penalty: 5986.089355
	Iteration 13Q: 3 clusters Score -2.241367e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173579 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -22413892.000000 Penalty: 5986.089355
	Iteration 14Q: 3 clusters Score -2.241389e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173678 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -22413994.000000 Penalty: 5986.089355
	Iteration 15Q: 3 clusters Score -2.241399e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173705 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -22414106.000000 Penalty: 5986.089355
	Iteration 16Q: 3 clusters Score -2.241411e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173723 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -22414148.000000 Penalty: 5986.089355
	Iteration 17Q: 3 clusters Score -2.241415e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173721 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -22414218.000000 Penalty: 5986.089355
	Iteration 18Q: 3 clusters Score -2.241422e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173721 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -22414262.000000 Penalty: 5986.089355
	Iteration 19Q: 3 clusters Score -2.241426e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173715 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -22414328.000000 Penalty: 5986.089355
	Iteration 20F: 3 clusters Score -2.241433e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173690 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -22414388.000000 Penalty: 5986.089355
	Iteration 21Q: 3 clusters Score -2.241439e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173671 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -22414446.000000 Penalty: 5986.089355
	Iteration 22Q: 3 clusters Score -2.241445e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173655 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -22414498.000000 Penalty: 5986.089355
	Iteration 23Q: 3 clusters Score -2.24145e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173640 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -22414518.000000 Penalty: 5986.089355
	Iteration 24Q: 3 clusters Score -2.241452e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173624 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -22414548.000000 Penalty: 5986.089355
	Iteration 25Q: 3 clusters Score -2.241455e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173607 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -22414574.000000 Penalty: 5986.089355
	Iteration 26Q: 3 clusters Score -2.241457e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173588 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -22414612.000000 Penalty: 5986.089355
	Iteration 27Q: 3 clusters Score -2.241461e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173574 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -22414638.000000 Penalty: 5986.089355
	Iteration 28Q: 3 clusters Score -2.241464e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173563 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -22414642.000000 Penalty: 5986.089355
	Iteration 29Q: 3 clusters Score -2.241464e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173547 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -22414662.000000 Penalty: 5986.089355
	Iteration 30Q: 3 clusters Score -2.241466e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173528 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -22414700.000000 Penalty: 5986.089355
	Iteration 31Q: 3 clusters Score -2.24147e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173514 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -22414728.000000 Penalty: 5986.089355
	Iteration 32Q: 3 clusters Score -2.241473e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173504 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -22414736.000000 Penalty: 5986.089355
	Iteration 33Q: 3 clusters Score -2.241474e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173481 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -22414744.000000 Penalty: 5986.089355
	Iteration 34Q: 3 clusters Score -2.241474e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173458 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -22414750.000000 Penalty: 5986.089355
	Iteration 35Q: 3 clusters Score -2.241475e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173440 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -22414758.000000 Penalty: 5986.089355
	Iteration 36Q: 3 clusters Score -2.241476e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173418 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -22414786.000000 Penalty: 5986.089355
	Iteration 37Q: 3 clusters Score -2.241479e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173395 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -22414804.000000 Penalty: 5986.089355
	Iteration 38Q: 3 clusters Score -2.24148e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173362 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -22414830.000000 Penalty: 5986.089355
	Iteration 39Q: 3 clusters Score -2.241483e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173328 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -22414852.000000 Penalty: 5986.089355
	Iteration 40F: 3 clusters Score -2.241485e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173296 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -22414848.000000 Penalty: 5986.089355
	Iteration 41Q: 3 clusters Score -2.241485e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173262 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -22414880.000000 Penalty: 5986.089355
	Iteration 42Q: 3 clusters Score -2.241488e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173230 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -22414906.000000 Penalty: 5986.089355
	Iteration 43Q: 3 clusters Score -2.241491e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173197 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -22414920.000000 Penalty: 5986.089355
	Iteration 44Q: 3 clusters Score -2.241492e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173167 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -22414946.000000 Penalty: 5986.089355
	Iteration 45Q: 3 clusters Score -2.241495e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173136 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -22414972.000000 Penalty: 5986.089355
	Iteration 46Q: 3 clusters Score -2.241497e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173110 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -22414984.000000 Penalty: 5986.089355
	Iteration 47Q: 3 clusters Score -2.241498e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173082 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -22415028.000000 Penalty: 5986.089355
	Iteration 48Q: 3 clusters Score -2.241503e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173048 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -22415030.000000 Penalty: 5986.089355
	Iteration 49Q: 3 clusters Score -2.241503e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172995 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -22415092.000000 Penalty: 5986.089355
	Iteration 50Q: 3 clusters Score -2.241509e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172935 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -22415114.000000 Penalty: 5986.089355
	Iteration 51Q: 3 clusters Score -2.241511e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172862 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -22415174.000000 Penalty: 5986.089355
	Iteration 52Q: 3 clusters Score -2.241517e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172800 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -22415214.000000 Penalty: 5986.089355
	Iteration 53Q: 3 clusters Score -2.241521e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172730 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -22415258.000000 Penalty: 5986.089355
	Iteration 54Q: 3 clusters Score -2.241526e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172651 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -22415312.000000 Penalty: 5986.089355
	Iteration 55Q: 3 clusters Score -2.241531e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172573 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -22415364.000000 Penalty: 5986.089355
	Iteration 56Q: 3 clusters Score -2.241536e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172483 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -22415406.000000 Penalty: 5986.089355
	Iteration 57Q: 3 clusters Score -2.241541e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172388 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -22415454.000000 Penalty: 5986.089355
	Iteration 58Q: 3 clusters Score -2.241545e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172282 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -22415496.000000 Penalty: 5986.089355
	Iteration 59Q: 3 clusters Score -2.24155e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172185 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -22415532.000000 Penalty: 5986.089355
	Iteration 60F: 3 clusters Score -2.241553e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172082 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -22415586.000000 Penalty: 5986.089355
	Iteration 61Q: 3 clusters Score -2.241559e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171981 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -22415626.000000 Penalty: 5986.089355
	Iteration 62Q: 3 clusters Score -2.241563e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171875 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -22415706.000000 Penalty: 5986.089355
	Iteration 63Q: 3 clusters Score -2.241571e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171772 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -22415762.000000 Penalty: 5986.089355
	Iteration 64Q: 3 clusters Score -2.241576e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171655 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -22415816.000000 Penalty: 5986.089355
	Iteration 65Q: 3 clusters Score -2.241582e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171509 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -22415898.000000 Penalty: 5986.089355
	Iteration 66Q: 3 clusters Score -2.24159e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171354 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -22415954.000000 Penalty: 5986.089355
	Iteration 67Q: 3 clusters Score -2.241595e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171213 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -22416050.000000 Penalty: 5986.089355
	Iteration 68Q: 3 clusters Score -2.241605e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171094 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -22416060.000000 Penalty: 5986.089355
	Iteration 69Q: 3 clusters Score -2.241606e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170963 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -22416106.000000 Penalty: 5986.089355
	Iteration 70Q: 3 clusters Score -2.241611e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170819 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -22416164.000000 Penalty: 5986.089355
	Iteration 71Q: 3 clusters Score -2.241616e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170678 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -22416250.000000 Penalty: 5986.089355
	Iteration 72Q: 3 clusters Score -2.241625e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170548 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -22416290.000000 Penalty: 5986.089355
	Iteration 73Q: 3 clusters Score -2.241629e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170435 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -22416358.000000 Penalty: 5986.089355
	Iteration 74Q: 3 clusters Score -2.241636e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170331 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -22416426.000000 Penalty: 5986.089355
	Iteration 75Q: 3 clusters Score -2.241643e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170240 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -22416478.000000 Penalty: 5986.089355
	Iteration 76Q: 3 clusters Score -2.241648e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170153 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -22416532.000000 Penalty: 5986.089355
	Iteration 77Q: 3 clusters Score -2.241653e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170065 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -22416564.000000 Penalty: 5986.089355
	Iteration 78Q: 3 clusters Score -2.241656e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169977 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -22416600.000000 Penalty: 5986.089355
	Iteration 79Q: 3 clusters Score -2.24166e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169889 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -22416624.000000 Penalty: 5986.089355
	Iteration 80F: 3 clusters Score -2.241662e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169802 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -22416696.000000 Penalty: 5986.089355
	Iteration 81Q: 3 clusters Score -2.24167e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169729 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -22416730.000000 Penalty: 5986.089355
	Iteration 82Q: 3 clusters Score -2.241673e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169656 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -22416688.000000 Penalty: 5986.089355
	Iteration 83Q: 3 clusters Score -2.241669e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169599 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -22416720.000000 Penalty: 5986.089355
	Iteration 84Q: 3 clusters Score -2.241672e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169539 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -22416782.000000 Penalty: 5986.089355
	Iteration 85Q: 3 clusters Score -2.241678e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169485 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -22416826.000000 Penalty: 5986.089355
	Iteration 86Q: 3 clusters Score -2.241683e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169437 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -22416828.000000 Penalty: 5986.089355
	Iteration 87Q: 3 clusters Score -2.241683e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169388 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -22416848.000000 Penalty: 5986.089355
	Iteration 88Q: 3 clusters Score -2.241685e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169338 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -22416880.000000 Penalty: 5986.089355
	Iteration 89Q: 3 clusters Score -2.241688e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169285 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -22416928.000000 Penalty: 5986.089355
	Iteration 90Q: 3 clusters Score -2.241693e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169247 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -22416942.000000 Penalty: 5986.089355
	Iteration 91Q: 3 clusters Score -2.241694e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169208 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -22416958.000000 Penalty: 5986.089355
	Iteration 92Q: 3 clusters Score -2.241696e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169177 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -22417004.000000 Penalty: 5986.089355
	Iteration 93Q: 3 clusters Score -2.2417e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169135 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -22417018.000000 Penalty: 5986.089355
	Iteration 94Q: 3 clusters Score -2.241702e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169098 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -22417012.000000 Penalty: 5986.089355
	Iteration 95Q: 3 clusters Score -2.241701e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169057 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -22417012.000000 Penalty: 5986.089355
	Iteration 96Q: 3 clusters Score -2.241701e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169008 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -22417034.000000 Penalty: 5986.089355
	Iteration 97Q: 3 clusters Score -2.241703e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168961 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -22417034.000000 Penalty: 5986.089355
	Iteration 98Q: 3 clusters Score -2.241703e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168920 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -22417042.000000 Penalty: 5986.089355
	Iteration 99Q: 3 clusters Score -2.241704e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168884 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -22417082.000000 Penalty: 5986.089355
	Iteration 100F: 3 clusters Score -2.241708e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168846 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -22417078.000000 Penalty: 5986.089355
	Iteration 101Q: 3 clusters Score -2.241708e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168816 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -22417086.000000 Penalty: 5986.089355
	Iteration 102Q: 3 clusters Score -2.241709e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168781 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -22417080.000000 Penalty: 5986.089355
	Iteration 103Q: 3 clusters Score -2.241708e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168743 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -22417094.000000 Penalty: 5986.089355
	Iteration 104Q: 3 clusters Score -2.241709e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168708 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -22417092.000000 Penalty: 5986.089355
	Iteration 105Q: 3 clusters Score -2.241709e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168670 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -22417154.000000 Penalty: 5986.089355
	Iteration 106Q: 3 clusters Score -2.241715e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168637 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -22417158.000000 Penalty: 5986.089355
	Iteration 107Q: 3 clusters Score -2.241716e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168605 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -22417160.000000 Penalty: 5986.089355
	Iteration 108Q: 3 clusters Score -2.241716e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168581 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -22417188.000000 Penalty: 5986.089355
	Iteration 109Q: 3 clusters Score -2.241719e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168559 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -22417192.000000 Penalty: 5986.089355
	Iteration 110Q: 3 clusters Score -2.241719e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168537 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -22417210.000000 Penalty: 5986.089355
	Iteration 111Q: 3 clusters Score -2.241721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168516 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -22417226.000000 Penalty: 5986.089355
	Iteration 112Q: 3 clusters Score -2.241723e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168503 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -22417226.000000 Penalty: 5986.089355
	Iteration 113Q: 3 clusters Score -2.241723e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168488 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -22417224.000000 Penalty: 5986.089355
	Iteration 114Q: 3 clusters Score -2.241722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168477 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -22417230.000000 Penalty: 5986.089355
	Iteration 115Q: 3 clusters Score -2.241723e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168456 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -22417246.000000 Penalty: 5986.089355
	Iteration 116Q: 3 clusters Score -2.241725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168443 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -22417230.000000 Penalty: 5986.089355
	Iteration 117Q: 3 clusters Score -2.241723e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168428 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -22417224.000000 Penalty: 5986.089355
	Iteration 118Q: 3 clusters Score -2.241722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168414 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -22417214.000000 Penalty: 5986.089355
	Iteration 119Q: 3 clusters Score -2.241721e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168401 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -22417202.000000 Penalty: 5986.089355
	Iteration 120F: 3 clusters Score -2.24172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168386 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -22417198.000000 Penalty: 5986.089355
	Iteration 121Q: 3 clusters Score -2.24172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168380 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -22417178.000000 Penalty: 5986.089355
	Iteration 122Q: 3 clusters Score -2.241718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168377 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -22417164.000000 Penalty: 5986.089355
	Iteration 123Q: 3 clusters Score -2.241716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168375 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -22417156.000000 Penalty: 5986.089355
	Iteration 124Q: 3 clusters Score -2.241716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168370 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -22417182.000000 Penalty: 5986.089355
	Iteration 125Q: 3 clusters Score -2.241718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168368 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -22417180.000000 Penalty: 5986.089355
	Iteration 126Q: 3 clusters Score -2.241718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168367 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -22417194.000000 Penalty: 5986.089355
	Iteration 127Q: 3 clusters Score -2.241719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168366 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -22417190.000000 Penalty: 5986.089355
	Iteration 128Q: 3 clusters Score -2.241719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168362 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -22417184.000000 Penalty: 5986.089355
	Iteration 129Q: 3 clusters Score -2.241718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168357 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -22417182.000000 Penalty: 5986.089355
	Iteration 130Q: 3 clusters Score -2.241718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168354 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -22417170.000000 Penalty: 5986.089355
	Iteration 131Q: 3 clusters Score -2.241717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168351 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -22417168.000000 Penalty: 5986.089355
	Iteration 132Q: 3 clusters Score -2.241717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168350 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -22417168.000000 Penalty: 5986.089355
	Iteration 133Q: 3 clusters Score -2.241717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168349 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -22417184.000000 Penalty: 5986.089355
	Iteration 134Q: 3 clusters Score -2.241718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168348 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -22417168.000000 Penalty: 5986.089355
	Iteration 135Q: 3 clusters Score -2.241717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168347 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -22417166.000000 Penalty: 5986.089355
	Iteration 136Q: 3 clusters Score -2.241717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168345 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -22417174.000000 Penalty: 5986.089355
	Iteration 137Q: 3 clusters Score -2.241717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168340 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -22417176.000000 Penalty: 5986.089355
	Iteration 138Q: 3 clusters Score -2.241718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168333 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -22417180.000000 Penalty: 5986.089355
	Iteration 139Q: 3 clusters Score -2.241718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168325 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -22417180.000000 Penalty: 5986.089355
	Iteration 140F: 3 clusters Score -2.241718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168317 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -22417184.000000 Penalty: 5986.089355
	Iteration 141Q: 3 clusters Score -2.241718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168312 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -22417168.000000 Penalty: 5986.089355
	Iteration 142Q: 3 clusters Score -2.241717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168309 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -22417186.000000 Penalty: 5986.089355
	Iteration 143Q: 3 clusters Score -2.241719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168306 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -22417174.000000 Penalty: 5986.089355
	Iteration 144Q: 3 clusters Score -2.241717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168298 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -22417190.000000 Penalty: 5986.089355
	Iteration 145Q: 3 clusters Score -2.241719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168291 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -22417190.000000 Penalty: 5986.089355
	Iteration 146Q: 3 clusters Score -2.241719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168286 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -22417184.000000 Penalty: 5986.089355
	Iteration 147Q: 3 clusters Score -2.241718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168280 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -22417198.000000 Penalty: 5986.089355
	Iteration 148Q: 3 clusters Score -2.24172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168267 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -22417196.000000 Penalty: 5986.089355
	Iteration 149Q: 3 clusters Score -2.24172e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168256 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -22417196.000000 Penalty: 5986.089355
	Iteration 150Q: 3 clusters Score -2.24172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168246 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -22417210.000000 Penalty: 5986.089355
	Iteration 151Q: 3 clusters Score -2.241721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168243 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -22417200.000000 Penalty: 5986.089355
	Iteration 152Q: 3 clusters Score -2.24172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168238 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -22417218.000000 Penalty: 5986.089355
	Iteration 153Q: 3 clusters Score -2.241722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168237 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -22417206.000000 Penalty: 5986.089355
	Iteration 154Q: 3 clusters Score -2.241721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168237 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -22417202.000000 Penalty: 5986.089355
	Iteration 155Q: 3 clusters Score -2.24172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168236 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -22417214.000000 Penalty: 5986.089355
	Iteration 156Q: 3 clusters Score -2.241721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168236 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -22417214.000000 Penalty: 5986.089355
	Iteration 157F: 3 clusters Score -2.241721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 27226 members 
Mstep: Class 3 contains 12743 members 
Mstep: Class 4 contains 175523 members 
Mstep: Class 5 contains 50980 members 
Mstep: Class 6 contains 168236 members 
Mstep: Class 7 contains 100249 members 
Mstep: Class 8 contains 78379 members 
Mstep: Class 9 contains 182532 members 
Mstep: Class 10 contains 8021 members 
Mstep: Class 11 contains 16219 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 8855 members 
Mstep: Class 15 contains 955 members 
Mstep: Class 16 contains 68279 members 
Mstep: Class 17 contains 7464 members 
Mstep: Class 18 contains 69816 members 
Mstep: Class 19 contains 7070 members 
Mstep: Class 20 contains 3617 members 
Mstep: Class 21 contains 9250 members 
Mstep: Class 22 contains 15129 members 
Mstep: Class 23 contains 12960 members 
Mstep: Class 24 contains 11801 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 11135 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 13060 members 
Mstep: Class 30 contains 7170 members 
Mstep: Class 31 contains 11918 members 
Mstep: Class 32 contains 14909 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 25245 members 
Mstep: Class 35 contains 15909 members 
Mstep: Class 36 contains 12909 members 
Mstep: Class 37 contains 4875 members 
Mstep: Class 38 contains 30188 members 
Mstep: Class 39 contains 6098 members 
Entering Unmasked Estep 
Score: -150782432.000000 Penalty: 135493.656250
Splitting cluster 6 changes total score from -150782320.000000 to -150782432.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 7 (100249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100249 members 
Entering Unmasked Estep 
Score: -12982126.000000 Penalty: 2855.822266
	Iteration 0F: 2 clusters Score -1.298213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -12915267.000000 Penalty: 5711.644531
	Iteration 0F: 3 clusters Score -1.291527e+07 nChanged 47434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -12941942.000000 Penalty: 5711.644531
	Iteration 1F: 3 clusters Score -1.294194e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -12942799.000000 Penalty: 5711.644531
	Iteration 2Q: 3 clusters Score -1.29428e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -12943463.000000 Penalty: 5711.644531
	Iteration 3Q: 3 clusters Score -1.294346e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -12944268.000000 Penalty: 5711.644531
	Iteration 4Q: 3 clusters Score -1.294427e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -12945518.000000 Penalty: 5711.644531
	Iteration 5Q: 3 clusters Score -1.294552e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -12947114.000000 Penalty: 5711.644531
	Iteration 6Q: 3 clusters Score -1.294711e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -12949391.000000 Penalty: 5711.644531
	Iteration 7Q: 3 clusters Score -1.294939e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -12952649.000000 Penalty: 5711.644531
	Iteration 8F: 3 clusters Score -1.295265e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -12956843.000000 Penalty: 5711.644531
	Iteration 9F: 3 clusters Score -1.295684e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70544 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -12960846.000000 Penalty: 5711.644531
	Iteration 10F: 3 clusters Score -1.296085e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73412 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -12963686.000000 Penalty: 5711.644531
	Iteration 11Q: 3 clusters Score -1.296369e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75735 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -12965161.000000 Penalty: 5711.644531
	Iteration 12Q: 3 clusters Score -1.296516e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78014 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -12966270.000000 Penalty: 5711.644531
	Iteration 13Q: 3 clusters Score -1.296627e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -12967292.000000 Penalty: 5711.644531
	Iteration 14Q: 3 clusters Score -1.296729e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -12968348.000000 Penalty: 5711.644531
	Iteration 15Q: 3 clusters Score -1.296835e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84861 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -12969406.000000 Penalty: 5711.644531
	Iteration 16Q: 3 clusters Score -1.296941e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -12970619.000000 Penalty: 5711.644531
	Iteration 17Q: 3 clusters Score -1.297062e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89276 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -12971887.000000 Penalty: 5711.644531
	Iteration 18Q: 3 clusters Score -1.297189e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91403 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -12973230.000000 Penalty: 5711.644531
	Iteration 19Q: 3 clusters Score -1.297323e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93359 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -12974539.000000 Penalty: 5711.644531
	Iteration 20F: 3 clusters Score -1.297454e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95143 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -12975826.000000 Penalty: 5711.644531
	Iteration 21Q: 3 clusters Score -1.297583e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96621 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -12976944.000000 Penalty: 5711.644531
	Iteration 22Q: 3 clusters Score -1.297694e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97879 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -12977925.000000 Penalty: 5711.644531
	Iteration 23Q: 3 clusters Score -1.297792e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98777 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -12978631.000000 Penalty: 5711.644531
	Iteration 24Q: 3 clusters Score -1.297863e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99335 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -12979092.000000 Penalty: 5711.644531
	Iteration 25Q: 3 clusters Score -1.297909e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -12979370.000000 Penalty: 5711.644531
	Iteration 26Q: 3 clusters Score -1.297937e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99755 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12979415.000000 Penalty: 5711.644531
	Iteration 27Q: 3 clusters Score -1.297942e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99817 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -12979493.000000 Penalty: 5711.644531
	Iteration 28Q: 3 clusters Score -1.297949e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99858 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -12979546.000000 Penalty: 5711.644531
	Iteration 29Q: 3 clusters Score -1.297955e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -12979562.000000 Penalty: 5711.644531
	Iteration 30Q: 3 clusters Score -1.297956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99892 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -12979596.000000 Penalty: 5711.644531
	Iteration 31Q: 3 clusters Score -1.29796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99895 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -12979610.000000 Penalty: 5711.644531
	Iteration 32Q: 3 clusters Score -1.297961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99903 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -12979609.000000 Penalty: 5711.644531
	Iteration 33Q: 3 clusters Score -1.297961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99908 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -12979608.000000 Penalty: 5711.644531
	Iteration 34Q: 3 clusters Score -1.297961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99909 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -12979616.000000 Penalty: 5711.644531
	Iteration 35Q: 3 clusters Score -1.297962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99910 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -12979616.000000 Penalty: 5711.644531
	Iteration 36Q: 3 clusters Score -1.297962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99912 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -12979620.000000 Penalty: 5711.644531
	Iteration 37Q: 3 clusters Score -1.297962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99915 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -12979623.000000 Penalty: 5711.644531
	Iteration 38Q: 3 clusters Score -1.297962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99917 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -12979618.000000 Penalty: 5711.644531
	Iteration 39Q: 3 clusters Score -1.297962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99917 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -12979618.000000 Penalty: 5711.644531
	Iteration 40F: 3 clusters Score -1.297962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (78379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78379 members 
Entering Unmasked Estep 
Score: -10023713.000000 Penalty: 2794.789062
	Iteration 0F: 2 clusters Score -1.002371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -9971347.000000 Penalty: 5589.578125
	Iteration 0F: 3 clusters Score -9971347 nChanged 36678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -9991714.000000 Penalty: 5589.578125
	Iteration 1F: 3 clusters Score -9991714 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -9992378.000000 Penalty: 5589.578125
	Iteration 2Q: 3 clusters Score -9992378 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -9993140.000000 Penalty: 5589.578125
	Iteration 3Q: 3 clusters Score -9993140 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -9993953.000000 Penalty: 5589.578125
	Iteration 4Q: 3 clusters Score -9993953 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -9995304.000000 Penalty: 5589.578125
	Iteration 5Q: 3 clusters Score -9995304 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -9997041.000000 Penalty: 5589.578125
	Iteration 6F: 3 clusters Score -9997041 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -9999749.000000 Penalty: 5589.578125
	Iteration 7F: 3 clusters Score -9999749 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -10003357.000000 Penalty: 5589.578125
	Iteration 8F: 3 clusters Score -1.000336e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -10007482.000000 Penalty: 5589.578125
	Iteration 9F: 3 clusters Score -1.000748e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -10011471.000000 Penalty: 5589.578125
	Iteration 10F: 3 clusters Score -1.001147e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67648 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -10014916.000000 Penalty: 5589.578125
	Iteration 11F: 3 clusters Score -1.001492e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -10017423.000000 Penalty: 5589.578125
	Iteration 12Q: 3 clusters Score -1.001742e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73088 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -10019164.000000 Penalty: 5589.578125
	Iteration 13Q: 3 clusters Score -1.001916e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74576 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -10020269.000000 Penalty: 5589.578125
	Iteration 14Q: 3 clusters Score -1.002027e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -10020865.000000 Penalty: 5589.578125
	Iteration 15Q: 3 clusters Score -1.002086e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -10021213.000000 Penalty: 5589.578125
	Iteration 16Q: 3 clusters Score -1.002121e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -10021484.000000 Penalty: 5589.578125
	Iteration 17Q: 3 clusters Score -1.002148e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -10021607.000000 Penalty: 5589.578125
	Iteration 18Q: 3 clusters Score -1.002161e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76798 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -10021677.000000 Penalty: 5589.578125
	Iteration 19Q: 3 clusters Score -1.002168e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76861 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -10021733.000000 Penalty: 5589.578125
	Iteration 20F: 3 clusters Score -1.002173e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76918 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -10021727.000000 Penalty: 5589.578125
	Iteration 21Q: 3 clusters Score -1.002173e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -10021747.000000 Penalty: 5589.578125
	Iteration 22Q: 3 clusters Score -1.002175e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76971 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -10021756.000000 Penalty: 5589.578125
	Iteration 23Q: 3 clusters Score -1.002176e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76991 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -10021762.000000 Penalty: 5589.578125
	Iteration 24Q: 3 clusters Score -1.002176e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77009 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -10021782.000000 Penalty: 5589.578125
	Iteration 25Q: 3 clusters Score -1.002178e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -10021775.000000 Penalty: 5589.578125
	Iteration 26Q: 3 clusters Score -1.002178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77041 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -10021762.000000 Penalty: 5589.578125
	Iteration 27Q: 3 clusters Score -1.002176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77055 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -10021783.000000 Penalty: 5589.578125
	Iteration 28Q: 3 clusters Score -1.002178e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -10021780.000000 Penalty: 5589.578125
	Iteration 29Q: 3 clusters Score -1.002178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77076 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -10021788.000000 Penalty: 5589.578125
	Iteration 30Q: 3 clusters Score -1.002179e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77088 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -10021791.000000 Penalty: 5589.578125
	Iteration 31Q: 3 clusters Score -1.002179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -10021810.000000 Penalty: 5589.578125
	Iteration 32Q: 3 clusters Score -1.002181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -10021805.000000 Penalty: 5589.578125
	Iteration 33Q: 3 clusters Score -1.00218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -10021813.000000 Penalty: 5589.578125
	Iteration 34Q: 3 clusters Score -1.002181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -10021815.000000 Penalty: 5589.578125
	Iteration 35Q: 3 clusters Score -1.002182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77124 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -10021826.000000 Penalty: 5589.578125
	Iteration 36Q: 3 clusters Score -1.002183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -10021821.000000 Penalty: 5589.578125
	Iteration 37Q: 3 clusters Score -1.002182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -10021827.000000 Penalty: 5589.578125
	Iteration 38Q: 3 clusters Score -1.002183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77134 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -10021820.000000 Penalty: 5589.578125
	Iteration 39Q: 3 clusters Score -1.002182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77137 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -10021823.000000 Penalty: 5589.578125
	Iteration 40F: 3 clusters Score -1.002182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -10021829.000000 Penalty: 5589.578125
	Iteration 41Q: 3 clusters Score -1.002183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -10021830.000000 Penalty: 5589.578125
	Iteration 42Q: 3 clusters Score -1.002183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -10021831.000000 Penalty: 5589.578125
	Iteration 43Q: 3 clusters Score -1.002183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77163 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -10021843.000000 Penalty: 5589.578125
	Iteration 44Q: 3 clusters Score -1.002184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77165 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -10021850.000000 Penalty: 5589.578125
	Iteration 45Q: 3 clusters Score -1.002185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -10021863.000000 Penalty: 5589.578125
	Iteration 46Q: 3 clusters Score -1.002186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77173 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -10021859.000000 Penalty: 5589.578125
	Iteration 47Q: 3 clusters Score -1.002186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77177 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -10021865.000000 Penalty: 5589.578125
	Iteration 48Q: 3 clusters Score -1.002186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77178 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -10021864.000000 Penalty: 5589.578125
	Iteration 49Q: 3 clusters Score -1.002186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77179 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -10021858.000000 Penalty: 5589.578125
	Iteration 50Q: 3 clusters Score -1.002186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77178 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -10021863.000000 Penalty: 5589.578125
	Iteration 51Q: 3 clusters Score -1.002186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77176 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -10021869.000000 Penalty: 5589.578125
	Iteration 52Q: 3 clusters Score -1.002187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77176 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -10021869.000000 Penalty: 5589.578125
	Iteration 53F: 3 clusters Score -1.002187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (182532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182532 members 
Entering Unmasked Estep 
Score: -23411524.000000 Penalty: 3004.440918
	Iteration 0F: 2 clusters Score -2.341152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91247 members 
Mstep: Class 2 contains 91285 members 
Entering Unmasked Estep 
Score: -23290270.000000 Penalty: 6008.881836
	Iteration 0F: 3 clusters Score -2.329027e+07 nChanged 87612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91001 members 
Mstep: Class 2 contains 91531 members 
Entering Unmasked Estep 
Score: -23341360.000000 Penalty: 6008.881836
	Iteration 1F: 3 clusters Score -2.334136e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90731 members 
Mstep: Class 2 contains 91801 members 
Entering Unmasked Estep 
Score: -23342292.000000 Penalty: 6008.881836
	Iteration 2Q: 3 clusters Score -2.334229e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90294 members 
Mstep: Class 2 contains 92238 members 
Entering Unmasked Estep 
Score: -23343390.000000 Penalty: 6008.881836
	Iteration 3Q: 3 clusters Score -2.334339e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89647 members 
Mstep: Class 2 contains 92885 members 
Entering Unmasked Estep 
Score: -23344838.000000 Penalty: 6008.881836
	Iteration 4Q: 3 clusters Score -2.334484e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88624 members 
Mstep: Class 2 contains 93908 members 
Entering Unmasked Estep 
Score: -23346752.000000 Penalty: 6008.881836
	Iteration 5Q: 3 clusters Score -2.334675e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87226 members 
Mstep: Class 2 contains 95306 members 
Entering Unmasked Estep 
Score: -23349816.000000 Penalty: 6008.881836
	Iteration 6Q: 3 clusters Score -2.334982e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85282 members 
Mstep: Class 2 contains 97250 members 
Entering Unmasked Estep 
Score: -23354384.000000 Penalty: 6008.881836
	Iteration 7Q: 3 clusters Score -2.335438e+07 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82813 members 
Mstep: Class 2 contains 99719 members 
Entering Unmasked Estep 
Score: -23360788.000000 Penalty: 6008.881836
	Iteration 8F: 3 clusters Score -2.336079e+07 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 102491 members 
Entering Unmasked Estep 
Score: -23368710.000000 Penalty: 6008.881836
	Iteration 9F: 3 clusters Score -2.336871e+07 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77549 members 
Mstep: Class 2 contains 104983 members 
Entering Unmasked Estep 
Score: -23375164.000000 Penalty: 6008.881836
	Iteration 10F: 3 clusters Score -2.337516e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75402 members 
Mstep: Class 2 contains 107130 members 
Entering Unmasked Estep 
Score: -23377898.000000 Penalty: 6008.881836
	Iteration 11Q: 3 clusters Score -2.33779e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73366 members 
Mstep: Class 2 contains 109166 members 
Entering Unmasked Estep 
Score: -23379296.000000 Penalty: 6008.881836
	Iteration 12Q: 3 clusters Score -2.33793e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71260 members 
Mstep: Class 2 contains 111272 members 
Entering Unmasked Estep 
Score: -23380060.000000 Penalty: 6008.881836
	Iteration 13Q: 3 clusters Score -2.338006e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69117 members 
Mstep: Class 2 contains 113415 members 
Entering Unmasked Estep 
Score: -23380610.000000 Penalty: 6008.881836
	Iteration 14Q: 3 clusters Score -2.338061e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 115716 members 
Entering Unmasked Estep 
Score: -23381206.000000 Penalty: 6008.881836
	Iteration 15Q: 3 clusters Score -2.338121e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64354 members 
Mstep: Class 2 contains 118178 members 
Entering Unmasked Estep 
Score: -23381832.000000 Penalty: 6008.881836
	Iteration 16Q: 3 clusters Score -2.338183e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61675 members 
Mstep: Class 2 contains 120857 members 
Entering Unmasked Estep 
Score: -23382636.000000 Penalty: 6008.881836
	Iteration 17Q: 3 clusters Score -2.338264e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 123711 members 
Entering Unmasked Estep 
Score: -23383490.000000 Penalty: 6008.881836
	Iteration 18Q: 3 clusters Score -2.338349e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 126788 members 
Entering Unmasked Estep 
Score: -23384416.000000 Penalty: 6008.881836
	Iteration 19Q: 3 clusters Score -2.338442e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 130070 members 
Entering Unmasked Estep 
Score: -23385420.000000 Penalty: 6008.881836
	Iteration 20F: 3 clusters Score -2.338542e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 133566 members 
Entering Unmasked Estep 
Score: -23386786.000000 Penalty: 6008.881836
	Iteration 21Q: 3 clusters Score -2.338679e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 137156 members 
Entering Unmasked Estep 
Score: -23388076.000000 Penalty: 6008.881836
	Iteration 22Q: 3 clusters Score -2.338808e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 140852 members 
Entering Unmasked Estep 
Score: -23389704.000000 Penalty: 6008.881836
	Iteration 23Q: 3 clusters Score -2.33897e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 144609 members 
Entering Unmasked Estep 
Score: -23391430.000000 Penalty: 6008.881836
	Iteration 24Q: 3 clusters Score -2.339143e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 148278 members 
Entering Unmasked Estep 
Score: -23393314.000000 Penalty: 6008.881836
	Iteration 25Q: 3 clusters Score -2.339331e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 151864 members 
Entering Unmasked Estep 
Score: -23395172.000000 Penalty: 6008.881836
	Iteration 26Q: 3 clusters Score -2.339517e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 155225 members 
Entering Unmasked Estep 
Score: -23396888.000000 Penalty: 6008.881836
	Iteration 27Q: 3 clusters Score -2.339689e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 158452 members 
Entering Unmasked Estep 
Score: -23398570.000000 Penalty: 6008.881836
	Iteration 28Q: 3 clusters Score -2.339857e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 161312 members 
Entering Unmasked Estep 
Score: -23400260.000000 Penalty: 6008.881836
	Iteration 29Q: 3 clusters Score -2.340026e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 163863 members 
Entering Unmasked Estep 
Score: -23401802.000000 Penalty: 6008.881836
	Iteration 30Q: 3 clusters Score -2.34018e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 166067 members 
Entering Unmasked Estep 
Score: -23403106.000000 Penalty: 6008.881836
	Iteration 31Q: 3 clusters Score -2.340311e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 168027 members 
Entering Unmasked Estep 
Score: -23404198.000000 Penalty: 6008.881836
	Iteration 32Q: 3 clusters Score -2.34042e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 169730 members 
Entering Unmasked Estep 
Score: -23405044.000000 Penalty: 6008.881836
	Iteration 33Q: 3 clusters Score -2.340504e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 171143 members 
Entering Unmasked Estep 
Score: -23405778.000000 Penalty: 6008.881836
	Iteration 34Q: 3 clusters Score -2.340578e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 172296 members 
Entering Unmasked Estep 
Score: -23406356.000000 Penalty: 6008.881836
	Iteration 35Q: 3 clusters Score -2.340636e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 173293 members 
Entering Unmasked Estep 
Score: -23406844.000000 Penalty: 6008.881836
	Iteration 36Q: 3 clusters Score -2.340684e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 174123 members 
Entering Unmasked Estep 
Score: -23407202.000000 Penalty: 6008.881836
	Iteration 37Q: 3 clusters Score -2.34072e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 174858 members 
Entering Unmasked Estep 
Score: -23407404.000000 Penalty: 6008.881836
	Iteration 38Q: 3 clusters Score -2.34074e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 175521 members 
Entering Unmasked Estep 
Score: -23407722.000000 Penalty: 6008.881836
	Iteration 39Q: 3 clusters Score -2.340772e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 176071 members 
Entering Unmasked Estep 
Score: -23407962.000000 Penalty: 6008.881836
	Iteration 40F: 3 clusters Score -2.340796e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 176535 members 
Entering Unmasked Estep 
Score: -23408164.000000 Penalty: 6008.881836
	Iteration 41Q: 3 clusters Score -2.340816e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 176955 members 
Entering Unmasked Estep 
Score: -23408400.000000 Penalty: 6008.881836
	Iteration 42Q: 3 clusters Score -2.34084e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 177315 members 
Entering Unmasked Estep 
Score: -23408514.000000 Penalty: 6008.881836
	Iteration 43Q: 3 clusters Score -2.340851e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 177602 members 
Entering Unmasked Estep 
Score: -23408606.000000 Penalty: 6008.881836
	Iteration 44Q: 3 clusters Score -2.340861e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 177874 members 
Entering Unmasked Estep 
Score: -23408674.000000 Penalty: 6008.881836
	Iteration 45Q: 3 clusters Score -2.340867e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 178130 members 
Entering Unmasked Estep 
Score: -23408782.000000 Penalty: 6008.881836
	Iteration 46Q: 3 clusters Score -2.340878e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 178330 members 
Entering Unmasked Estep 
Score: -23408846.000000 Penalty: 6008.881836
	Iteration 47Q: 3 clusters Score -2.340885e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 178500 members 
Entering Unmasked Estep 
Score: -23408858.000000 Penalty: 6008.881836
	Iteration 48Q: 3 clusters Score -2.340886e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 178675 members 
Entering Unmasked Estep 
Score: -23408932.000000 Penalty: 6008.881836
	Iteration 49Q: 3 clusters Score -2.340893e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 178821 members 
Entering Unmasked Estep 
Score: -23408942.000000 Penalty: 6008.881836
	Iteration 50Q: 3 clusters Score -2.340894e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 178953 members 
Entering Unmasked Estep 
Score: -23408944.000000 Penalty: 6008.881836
	Iteration 51Q: 3 clusters Score -2.340894e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 179082 members 
Entering Unmasked Estep 
Score: -23408960.000000 Penalty: 6008.881836
	Iteration 52Q: 3 clusters Score -2.340896e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 179197 members 
Entering Unmasked Estep 
Score: -23408938.000000 Penalty: 6008.881836
	Iteration 53Q: 3 clusters Score -2.340894e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 179290 members 
Entering Unmasked Estep 
Score: -23408980.000000 Penalty: 6008.881836
	Iteration 54Q: 3 clusters Score -2.340898e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 179369 members 
Entering Unmasked Estep 
Score: -23409022.000000 Penalty: 6008.881836
	Iteration 55Q: 3 clusters Score -2.340902e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 179442 members 
Entering Unmasked Estep 
Score: -23409004.000000 Penalty: 6008.881836
	Iteration 56Q: 3 clusters Score -2.3409e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 179517 members 
Entering Unmasked Estep 
Score: -23408976.000000 Penalty: 6008.881836
	Iteration 57Q: 3 clusters Score -2.340898e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 179589 members 
Entering Unmasked Estep 
Score: -23408996.000000 Penalty: 6008.881836
	Iteration 58Q: 3 clusters Score -2.3409e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 179659 members 
Entering Unmasked Estep 
Score: -23409016.000000 Penalty: 6008.881836
	Iteration 59Q: 3 clusters Score -2.340902e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 179716 members 
Entering Unmasked Estep 
Score: -23409020.000000 Penalty: 6008.881836
	Iteration 60F: 3 clusters Score -2.340902e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 179778 members 
Entering Unmasked Estep 
Score: -23409078.000000 Penalty: 6008.881836
	Iteration 61Q: 3 clusters Score -2.340908e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 179839 members 
Entering Unmasked Estep 
Score: -23409058.000000 Penalty: 6008.881836
	Iteration 62Q: 3 clusters Score -2.340906e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 179882 members 
Entering Unmasked Estep 
Score: -23409086.000000 Penalty: 6008.881836
	Iteration 63Q: 3 clusters Score -2.340909e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 179922 members 
Entering Unmasked Estep 
Score: -23409118.000000 Penalty: 6008.881836
	Iteration 64Q: 3 clusters Score -2.340912e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 179951 members 
Entering Unmasked Estep 
Score: -23409114.000000 Penalty: 6008.881836
	Iteration 65Q: 3 clusters Score -2.340911e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 179995 members 
Entering Unmasked Estep 
Score: -23409144.000000 Penalty: 6008.881836
	Iteration 66Q: 3 clusters Score -2.340914e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 180028 members 
Entering Unmasked Estep 
Score: -23409130.000000 Penalty: 6008.881836
	Iteration 67Q: 3 clusters Score -2.340913e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 180058 members 
Entering Unmasked Estep 
Score: -23409168.000000 Penalty: 6008.881836
	Iteration 68Q: 3 clusters Score -2.340917e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 180083 members 
Entering Unmasked Estep 
Score: -23409156.000000 Penalty: 6008.881836
	Iteration 69Q: 3 clusters Score -2.340916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 180103 members 
Entering Unmasked Estep 
Score: -23409138.000000 Penalty: 6008.881836
	Iteration 70Q: 3 clusters Score -2.340914e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 180124 members 
Entering Unmasked Estep 
Score: -23409164.000000 Penalty: 6008.881836
	Iteration 71Q: 3 clusters Score -2.340916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 180145 members 
Entering Unmasked Estep 
Score: -23409170.000000 Penalty: 6008.881836
	Iteration 72Q: 3 clusters Score -2.340917e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 180166 members 
Entering Unmasked Estep 
Score: -23409170.000000 Penalty: 6008.881836
	Iteration 73Q: 3 clusters Score -2.340917e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 180184 members 
Entering Unmasked Estep 
Score: -23409150.000000 Penalty: 6008.881836
	Iteration 74Q: 3 clusters Score -2.340915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 180200 members 
Entering Unmasked Estep 
Score: -23409142.000000 Penalty: 6008.881836
	Iteration 75Q: 3 clusters Score -2.340914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 180210 members 
Entering Unmasked Estep 
Score: -23409152.000000 Penalty: 6008.881836
	Iteration 76Q: 3 clusters Score -2.340915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 180223 members 
Entering Unmasked Estep 
Score: -23409168.000000 Penalty: 6008.881836
	Iteration 77Q: 3 clusters Score -2.340917e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 180245 members 
Entering Unmasked Estep 
Score: -23409164.000000 Penalty: 6008.881836
	Iteration 78Q: 3 clusters Score -2.340916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 180259 members 
Entering Unmasked Estep 
Score: -23409158.000000 Penalty: 6008.881836
	Iteration 79Q: 3 clusters Score -2.340916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 180273 members 
Entering Unmasked Estep 
Score: -23409152.000000 Penalty: 6008.881836
	Iteration 80F: 3 clusters Score -2.340915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 180285 members 
Entering Unmasked Estep 
Score: -23409186.000000 Penalty: 6008.881836
	Iteration 81Q: 3 clusters Score -2.340919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 180298 members 
Entering Unmasked Estep 
Score: -23409174.000000 Penalty: 6008.881836
	Iteration 82Q: 3 clusters Score -2.340917e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 180312 members 
Entering Unmasked Estep 
Score: -23409162.000000 Penalty: 6008.881836
	Iteration 83Q: 3 clusters Score -2.340916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 180325 members 
Entering Unmasked Estep 
Score: -23409158.000000 Penalty: 6008.881836
	Iteration 84Q: 3 clusters Score -2.340916e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 180340 members 
Entering Unmasked Estep 
Score: -23409146.000000 Penalty: 6008.881836
	Iteration 85Q: 3 clusters Score -2.340915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 180357 members 
Entering Unmasked Estep 
Score: -23409150.000000 Penalty: 6008.881836
	Iteration 86Q: 3 clusters Score -2.340915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 180371 members 
Entering Unmasked Estep 
Score: -23409142.000000 Penalty: 6008.881836
	Iteration 87Q: 3 clusters Score -2.340914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 180387 members 
Entering Unmasked Estep 
Score: -23409154.000000 Penalty: 6008.881836
	Iteration 88Q: 3 clusters Score -2.340915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 180400 members 
Entering Unmasked Estep 
Score: -23409156.000000 Penalty: 6008.881836
	Iteration 89Q: 3 clusters Score -2.340916e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 180414 members 
Entering Unmasked Estep 
Score: -23409182.000000 Penalty: 6008.881836
	Iteration 90Q: 3 clusters Score -2.340918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 180425 members 
Entering Unmasked Estep 
Score: -23409168.000000 Penalty: 6008.881836
	Iteration 91Q: 3 clusters Score -2.340917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 180437 members 
Entering Unmasked Estep 
Score: -23409200.000000 Penalty: 6008.881836
	Iteration 92Q: 3 clusters Score -2.34092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 180453 members 
Entering Unmasked Estep 
Score: -23409186.000000 Penalty: 6008.881836
	Iteration 93Q: 3 clusters Score -2.340919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 180464 members 
Entering Unmasked Estep 
Score: -23409188.000000 Penalty: 6008.881836
	Iteration 94Q: 3 clusters Score -2.340919e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 180480 members 
Entering Unmasked Estep 
Score: -23409190.000000 Penalty: 6008.881836
	Iteration 95Q: 3 clusters Score -2.340919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 180495 members 
Entering Unmasked Estep 
Score: -23409196.000000 Penalty: 6008.881836
	Iteration 96Q: 3 clusters Score -2.34092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 180510 members 
Entering Unmasked Estep 
Score: -23409198.000000 Penalty: 6008.881836
	Iteration 97Q: 3 clusters Score -2.34092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 180520 members 
Entering Unmasked Estep 
Score: -23409214.000000 Penalty: 6008.881836
	Iteration 98Q: 3 clusters Score -2.340921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 180529 members 
Entering Unmasked Estep 
Score: -23409208.000000 Penalty: 6008.881836
	Iteration 99Q: 3 clusters Score -2.340921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 180544 members 
Entering Unmasked Estep 
Score: -23409196.000000 Penalty: 6008.881836
	Iteration 100F: 3 clusters Score -2.34092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 180563 members 
Entering Unmasked Estep 
Score: -23409230.000000 Penalty: 6008.881836
	Iteration 101Q: 3 clusters Score -2.340923e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 180579 members 
Entering Unmasked Estep 
Score: -23409234.000000 Penalty: 6008.881836
	Iteration 102Q: 3 clusters Score -2.340923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 180594 members 
Entering Unmasked Estep 
Score: -23409236.000000 Penalty: 6008.881836
	Iteration 103Q: 3 clusters Score -2.340924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 180607 members 
Entering Unmasked Estep 
Score: -23409224.000000 Penalty: 6008.881836
	Iteration 104Q: 3 clusters Score -2.340922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 180614 members 
Entering Unmasked Estep 
Score: -23409212.000000 Penalty: 6008.881836
	Iteration 105Q: 3 clusters Score -2.340921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 180620 members 
Entering Unmasked Estep 
Score: -23409226.000000 Penalty: 6008.881836
	Iteration 106Q: 3 clusters Score -2.340923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 180628 members 
Entering Unmasked Estep 
Score: -23409238.000000 Penalty: 6008.881836
	Iteration 107Q: 3 clusters Score -2.340924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 180639 members 
Entering Unmasked Estep 
Score: -23409250.000000 Penalty: 6008.881836
	Iteration 108Q: 3 clusters Score -2.340925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 180648 members 
Entering Unmasked Estep 
Score: -23409220.000000 Penalty: 6008.881836
	Iteration 109Q: 3 clusters Score -2.340922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 180657 members 
Entering Unmasked Estep 
Score: -23409238.000000 Penalty: 6008.881836
	Iteration 110Q: 3 clusters Score -2.340924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 180661 members 
Entering Unmasked Estep 
Score: -23409248.000000 Penalty: 6008.881836
	Iteration 111Q: 3 clusters Score -2.340925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 180665 members 
Entering Unmasked Estep 
Score: -23409242.000000 Penalty: 6008.881836
	Iteration 112Q: 3 clusters Score -2.340924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 180670 members 
Entering Unmasked Estep 
Score: -23409266.000000 Penalty: 6008.881836
	Iteration 113Q: 3 clusters Score -2.340927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 180679 members 
Entering Unmasked Estep 
Score: -23409266.000000 Penalty: 6008.881836
	Iteration 114Q: 3 clusters Score -2.340927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 180685 members 
Entering Unmasked Estep 
Score: -23409260.000000 Penalty: 6008.881836
	Iteration 115Q: 3 clusters Score -2.340926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 180686 members 
Entering Unmasked Estep 
Score: -23409260.000000 Penalty: 6008.881836
	Iteration 116Q: 3 clusters Score -2.340926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 180687 members 
Entering Unmasked Estep 
Score: -23409284.000000 Penalty: 6008.881836
	Iteration 117Q: 3 clusters Score -2.340928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 180689 members 
Entering Unmasked Estep 
Score: -23409286.000000 Penalty: 6008.881836
	Iteration 118Q: 3 clusters Score -2.340929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 180693 members 
Entering Unmasked Estep 
Score: -23409264.000000 Penalty: 6008.881836
	Iteration 119Q: 3 clusters Score -2.340926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 180696 members 
Entering Unmasked Estep 
Score: -23409262.000000 Penalty: 6008.881836
	Iteration 120F: 3 clusters Score -2.340926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 180698 members 
Entering Unmasked Estep 
Score: -23409268.000000 Penalty: 6008.881836
	Iteration 121Q: 3 clusters Score -2.340927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 180699 members 
Entering Unmasked Estep 
Score: -23409256.000000 Penalty: 6008.881836
	Iteration 122Q: 3 clusters Score -2.340926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 180700 members 
Entering Unmasked Estep 
Score: -23409256.000000 Penalty: 6008.881836
	Iteration 123Q: 3 clusters Score -2.340926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 180700 members 
Entering Unmasked Estep 
Score: -23409256.000000 Penalty: 6008.881836
	Iteration 124F: 3 clusters Score -2.340926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Entering Unmasked Estep 
Score: -998107.000000 Penalty: 2229.475098
	Iteration 0F: 2 clusters Score -998107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -991660.937500 Penalty: 4458.950195
	Iteration 0F: 3 clusters Score -991660.9 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -993322.875000 Penalty: 4458.950195
	Iteration 1F: 3 clusters Score -993322.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -993600.750000 Penalty: 4458.950195
	Iteration 2F: 3 clusters Score -993600.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -993854.000000 Penalty: 4458.950195
	Iteration 3F: 3 clusters Score -993854 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -994072.062500 Penalty: 4458.950195
	Iteration 4Q: 3 clusters Score -994072.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -994312.937500 Penalty: 4458.950195
	Iteration 5Q: 3 clusters Score -994312.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -994565.750000 Penalty: 4458.950195
	Iteration 6Q: 3 clusters Score -994565.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -994834.875000 Penalty: 4458.950195
	Iteration 7F: 3 clusters Score -994834.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -995110.000000 Penalty: 4458.950195
	Iteration 8Q: 3 clusters Score -995110 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -995411.562500 Penalty: 4458.950195
	Iteration 9Q: 3 clusters Score -995411.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -995663.000000 Penalty: 4458.950195
	Iteration 10Q: 3 clusters Score -995663 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -995845.187500 Penalty: 4458.950195
	Iteration 11Q: 3 clusters Score -995845.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -995980.500000 Penalty: 4458.950195
	Iteration 12Q: 3 clusters Score -995980.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -996072.750000 Penalty: 4458.950195
	Iteration 13Q: 3 clusters Score -996072.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -996125.875000 Penalty: 4458.950195
	Iteration 14Q: 3 clusters Score -996125.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -996153.437500 Penalty: 4458.950195
	Iteration 15Q: 3 clusters Score -996153.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -996169.000000 Penalty: 4458.950195
	Iteration 16Q: 3 clusters Score -996169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -996177.687500 Penalty: 4458.950195
	Iteration 17Q: 3 clusters Score -996177.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -996183.437500 Penalty: 4458.950195
	Iteration 18Q: 3 clusters Score -996183.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -996183.375000 Penalty: 4458.950195
	Iteration 19Q: 3 clusters Score -996183.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -996188.250000 Penalty: 4458.950195
	Iteration 20F: 3 clusters Score -996188.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -996188.500000 Penalty: 4458.950195
	Iteration 21Q: 3 clusters Score -996188.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -996191.000000 Penalty: 4458.950195
	Iteration 22Q: 3 clusters Score -996191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -996191.625000 Penalty: 4458.950195
	Iteration 23Q: 3 clusters Score -996191.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -996197.625000 Penalty: 4458.950195
	Iteration 24Q: 3 clusters Score -996197.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -996200.812500 Penalty: 4458.950195
	Iteration 25Q: 3 clusters Score -996200.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -996203.750000 Penalty: 4458.950195
	Iteration 26Q: 3 clusters Score -996203.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -996204.375000 Penalty: 4458.950195
	Iteration 27Q: 3 clusters Score -996204.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -996207.250000 Penalty: 4458.950195
	Iteration 28Q: 3 clusters Score -996207.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -996210.187500 Penalty: 4458.950195
	Iteration 29Q: 3 clusters Score -996210.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -996211.000000 Penalty: 4458.950195
	Iteration 30Q: 3 clusters Score -996211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -996210.687500 Penalty: 4458.950195
	Iteration 31Q: 3 clusters Score -996210.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -996212.125000 Penalty: 4458.950195
	Iteration 32Q: 3 clusters Score -996212.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -996210.625000 Penalty: 4458.950195
	Iteration 33Q: 3 clusters Score -996210.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -996210.625000 Penalty: 4458.950195
	Iteration 34F: 3 clusters Score -996210.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Entering Unmasked Estep 
Score: -2123301.000000 Penalty: 2404.096680
	Iteration 0F: 2 clusters Score -2123301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2111563.500000 Penalty: 4808.193359
	Iteration 0F: 3 clusters Score -2111564 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2115315.250000 Penalty: 4808.193359
	Iteration 1F: 3 clusters Score -2115315 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2115645.250000 Penalty: 4808.193359
	Iteration 2F: 3 clusters Score -2115645 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2115916.000000 Penalty: 4808.193359
	Iteration 3Q: 3 clusters Score -2115916 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2116107.000000 Penalty: 4808.193359
	Iteration 4Q: 3 clusters Score -2116107 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2116279.500000 Penalty: 4808.193359
	Iteration 5Q: 3 clusters Score -2116280 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2116450.000000 Penalty: 4808.193359
	Iteration 6Q: 3 clusters Score -2116450 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2116604.000000 Penalty: 4808.193359
	Iteration 7Q: 3 clusters Score -2116604 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2116795.000000 Penalty: 4808.193359
	Iteration 8Q: 3 clusters Score -2116795 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2116997.000000 Penalty: 4808.193359
	Iteration 9Q: 3 clusters Score -2116997 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2117210.500000 Penalty: 4808.193359
	Iteration 10Q: 3 clusters Score -2117210 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2117463.500000 Penalty: 4808.193359
	Iteration 11Q: 3 clusters Score -2117464 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2117733.000000 Penalty: 4808.193359
	Iteration 12Q: 3 clusters Score -2117733 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2118035.750000 Penalty: 4808.193359
	Iteration 13Q: 3 clusters Score -2118036 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2118354.250000 Penalty: 4808.193359
	Iteration 14Q: 3 clusters Score -2118354 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2118688.250000 Penalty: 4808.193359
	Iteration 15Q: 3 clusters Score -2118688 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2119055.250000 Penalty: 4808.193359
	Iteration 16Q: 3 clusters Score -2119055 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2119443.750000 Penalty: 4808.193359
	Iteration 17Q: 3 clusters Score -2119444 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2119785.500000 Penalty: 4808.193359
	Iteration 18Q: 3 clusters Score -2119786 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2120031.250000 Penalty: 4808.193359
	Iteration 19Q: 3 clusters Score -2120031 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2120216.500000 Penalty: 4808.193359
	Iteration 20F: 3 clusters Score -2120216 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2120354.250000 Penalty: 4808.193359
	Iteration 21Q: 3 clusters Score -2120354 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2120457.750000 Penalty: 4808.193359
	Iteration 22Q: 3 clusters Score -2120458 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2120530.500000 Penalty: 4808.193359
	Iteration 23Q: 3 clusters Score -2120530 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2120599.750000 Penalty: 4808.193359
	Iteration 24Q: 3 clusters Score -2120600 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2120647.500000 Penalty: 4808.193359
	Iteration 25Q: 3 clusters Score -2120648 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2120709.750000 Penalty: 4808.193359
	Iteration 26Q: 3 clusters Score -2120710 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2120784.500000 Penalty: 4808.193359
	Iteration 27Q: 3 clusters Score -2120784 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2120872.500000 Penalty: 4808.193359
	Iteration 28Q: 3 clusters Score -2120872 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2120948.500000 Penalty: 4808.193359
	Iteration 29Q: 3 clusters Score -2120948 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2121027.000000 Penalty: 4808.193359
	Iteration 30Q: 3 clusters Score -2121027 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2121078.500000 Penalty: 4808.193359
	Iteration 31Q: 3 clusters Score -2121078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2121101.500000 Penalty: 4808.193359
	Iteration 32Q: 3 clusters Score -2121102 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2121136.250000 Penalty: 4808.193359
	Iteration 33Q: 3 clusters Score -2121136 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2121161.750000 Penalty: 4808.193359
	Iteration 34Q: 3 clusters Score -2121162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2121185.500000 Penalty: 4808.193359
	Iteration 35Q: 3 clusters Score -2121186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2121201.500000 Penalty: 4808.193359
	Iteration 36Q: 3 clusters Score -2121202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2121222.500000 Penalty: 4808.193359
	Iteration 37Q: 3 clusters Score -2121222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2121228.750000 Penalty: 4808.193359
	Iteration 38Q: 3 clusters Score -2121229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2121237.500000 Penalty: 4808.193359
	Iteration 39Q: 3 clusters Score -2121238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2121248.000000 Penalty: 4808.193359
	Iteration 40F: 3 clusters Score -2121248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2121256.250000 Penalty: 4808.193359
	Iteration 41Q: 3 clusters Score -2121256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2121262.250000 Penalty: 4808.193359
	Iteration 42Q: 3 clusters Score -2121262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2121266.750000 Penalty: 4808.193359
	Iteration 43Q: 3 clusters Score -2121267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2121271.250000 Penalty: 4808.193359
	Iteration 44Q: 3 clusters Score -2121271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2121276.500000 Penalty: 4808.193359
	Iteration 45Q: 3 clusters Score -2121276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2121281.250000 Penalty: 4808.193359
	Iteration 46Q: 3 clusters Score -2121281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2121281.500000 Penalty: 4808.193359
	Iteration 47Q: 3 clusters Score -2121282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2121283.250000 Penalty: 4808.193359
	Iteration 48Q: 3 clusters Score -2121283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2121287.000000 Penalty: 4808.193359
	Iteration 49Q: 3 clusters Score -2121287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2121288.500000 Penalty: 4808.193359
	Iteration 50Q: 3 clusters Score -2121288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2121284.250000 Penalty: 4808.193359
	Iteration 51Q: 3 clusters Score -2121284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2121291.500000 Penalty: 4808.193359
	Iteration 52Q: 3 clusters Score -2121292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2121295.000000 Penalty: 4808.193359
	Iteration 53Q: 3 clusters Score -2121295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2121298.750000 Penalty: 4808.193359
	Iteration 54Q: 3 clusters Score -2121299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2121298.250000 Penalty: 4808.193359
	Iteration 55Q: 3 clusters Score -2121298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2121307.000000 Penalty: 4808.193359
	Iteration 56Q: 3 clusters Score -2121307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2121314.000000 Penalty: 4808.193359
	Iteration 57Q: 3 clusters Score -2121314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2121316.000000 Penalty: 4808.193359
	Iteration 58Q: 3 clusters Score -2121316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2121320.000000 Penalty: 4808.193359
	Iteration 59Q: 3 clusters Score -2121320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2121322.750000 Penalty: 4808.193359
	Iteration 60F: 3 clusters Score -2121323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2121321.750000 Penalty: 4808.193359
	Iteration 61Q: 3 clusters Score -2121322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2121321.750000 Penalty: 4808.193359
	Iteration 62F: 3 clusters Score -2121322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -34419.843750 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -34419.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33231.402344 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -33231.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33637.875000 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -33637.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33831.820312 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -33831.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34020.878906 Penalty: 2951.518799
	Iteration 3F: 3 clusters Score -34020.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34134.375000 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -34134.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34224.726562 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -34224.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -34249.558594 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -34249.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34270.039062 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -34270.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -34281.660156 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -34281.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34299.761719 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -34299.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -34319.972656 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -34319.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34340.648438 Penalty: 2951.518799
	Iteration 11Q: 3 clusters Score -34340.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -34347.550781 Penalty: 2951.518799
	Iteration 12Q: 3 clusters Score -34347.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -34347.550781 Penalty: 2951.518799
	Iteration 13F: 3 clusters Score -34347.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Entering Unmasked Estep 
Score: -639780.000000 Penalty: 2117.466553
	Iteration 0F: 2 clusters Score -639780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -635188.437500 Penalty: 4234.933105
	Iteration 0F: 3 clusters Score -635188.4 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -636332.562500 Penalty: 4234.933105
	Iteration 1F: 3 clusters Score -636332.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -636649.875000 Penalty: 4234.933105
	Iteration 2F: 3 clusters Score -636649.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -636906.500000 Penalty: 4234.933105
	Iteration 3F: 3 clusters Score -636906.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -637159.500000 Penalty: 4234.933105
	Iteration 4F: 3 clusters Score -637159.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -637391.250000 Penalty: 4234.933105
	Iteration 5F: 3 clusters Score -637391.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -637559.875000 Penalty: 4234.933105
	Iteration 6Q: 3 clusters Score -637559.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -637698.375000 Penalty: 4234.933105
	Iteration 7Q: 3 clusters Score -637698.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -637776.500000 Penalty: 4234.933105
	Iteration 8Q: 3 clusters Score -637776.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -637811.250000 Penalty: 4234.933105
	Iteration 9Q: 3 clusters Score -637811.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -637829.562500 Penalty: 4234.933105
	Iteration 10Q: 3 clusters Score -637829.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -637848.000000 Penalty: 4234.933105
	Iteration 11Q: 3 clusters Score -637848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -637864.875000 Penalty: 4234.933105
	Iteration 12Q: 3 clusters Score -637864.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -637880.250000 Penalty: 4234.933105
	Iteration 13Q: 3 clusters Score -637880.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -637897.875000 Penalty: 4234.933105
	Iteration 14Q: 3 clusters Score -637897.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -637910.812500 Penalty: 4234.933105
	Iteration 15Q: 3 clusters Score -637910.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -637916.687500 Penalty: 4234.933105
	Iteration 16Q: 3 clusters Score -637916.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -637922.562500 Penalty: 4234.933105
	Iteration 17Q: 3 clusters Score -637922.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -637928.562500 Penalty: 4234.933105
	Iteration 18Q: 3 clusters Score -637928.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -637930.250000 Penalty: 4234.933105
	Iteration 19Q: 3 clusters Score -637930.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -637934.125000 Penalty: 4234.933105
	Iteration 20F: 3 clusters Score -637934.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -637936.000000 Penalty: 4234.933105
	Iteration 21Q: 3 clusters Score -637936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -637936.937500 Penalty: 4234.933105
	Iteration 22Q: 3 clusters Score -637936.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -637936.500000 Penalty: 4234.933105
	Iteration 23Q: 3 clusters Score -637936.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -637936.500000 Penalty: 4234.933105
	Iteration 24F: 3 clusters Score -637936.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Entering Unmasked Estep 
Score: -1114166.875000 Penalty: 2254.006836
	Iteration 0F: 2 clusters Score -1114167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1107196.875000 Penalty: 4508.013672
	Iteration 0F: 3 clusters Score -1107197 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1109132.250000 Penalty: 4508.013672
	Iteration 1F: 3 clusters Score -1109132 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1109494.000000 Penalty: 4508.013672
	Iteration 2F: 3 clusters Score -1109494 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1109775.250000 Penalty: 4508.013672
	Iteration 3F: 3 clusters Score -1109775 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1110017.250000 Penalty: 4508.013672
	Iteration 4Q: 3 clusters Score -1110017 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1110249.625000 Penalty: 4508.013672
	Iteration 5Q: 3 clusters Score -1110250 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1110465.500000 Penalty: 4508.013672
	Iteration 6Q: 3 clusters Score -1110466 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1110670.000000 Penalty: 4508.013672
	Iteration 7Q: 3 clusters Score -1110670 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1110832.250000 Penalty: 4508.013672
	Iteration 8Q: 3 clusters Score -1110832 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1111002.500000 Penalty: 4508.013672
	Iteration 9Q: 3 clusters Score -1111002 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1111122.375000 Penalty: 4508.013672
	Iteration 10Q: 3 clusters Score -1111122 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1111221.500000 Penalty: 4508.013672
	Iteration 11Q: 3 clusters Score -1111222 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1111309.750000 Penalty: 4508.013672
	Iteration 12Q: 3 clusters Score -1111310 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1111399.250000 Penalty: 4508.013672
	Iteration 13Q: 3 clusters Score -1111399 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1111458.375000 Penalty: 4508.013672
	Iteration 14Q: 3 clusters Score -1111458 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1111509.500000 Penalty: 4508.013672
	Iteration 15Q: 3 clusters Score -1111510 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1111537.750000 Penalty: 4508.013672
	Iteration 16Q: 3 clusters Score -1111538 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1111564.125000 Penalty: 4508.013672
	Iteration 17Q: 3 clusters Score -1111564 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1111587.125000 Penalty: 4508.013672
	Iteration 18Q: 3 clusters Score -1111587 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1111601.875000 Penalty: 4508.013672
	Iteration 19Q: 3 clusters Score -1111602 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1111616.125000 Penalty: 4508.013672
	Iteration 20F: 3 clusters Score -1111616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1111627.500000 Penalty: 4508.013672
	Iteration 21Q: 3 clusters Score -1111628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1111639.000000 Penalty: 4508.013672
	Iteration 22Q: 3 clusters Score -1111639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1111649.250000 Penalty: 4508.013672
	Iteration 23Q: 3 clusters Score -1111649 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1111655.375000 Penalty: 4508.013672
	Iteration 24Q: 3 clusters Score -1111655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1111662.750000 Penalty: 4508.013672
	Iteration 25Q: 3 clusters Score -1111663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1111666.750000 Penalty: 4508.013672
	Iteration 26Q: 3 clusters Score -1111667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1111672.125000 Penalty: 4508.013672
	Iteration 27Q: 3 clusters Score -1111672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1111674.750000 Penalty: 4508.013672
	Iteration 28Q: 3 clusters Score -1111675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1111677.625000 Penalty: 4508.013672
	Iteration 29Q: 3 clusters Score -1111678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1111680.250000 Penalty: 4508.013672
	Iteration 30Q: 3 clusters Score -1111680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1111681.125000 Penalty: 4508.013672
	Iteration 31Q: 3 clusters Score -1111681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1111686.875000 Penalty: 4508.013672
	Iteration 32Q: 3 clusters Score -1111687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1111688.625000 Penalty: 4508.013672
	Iteration 33Q: 3 clusters Score -1111689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1111689.125000 Penalty: 4508.013672
	Iteration 34Q: 3 clusters Score -1111689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1111687.125000 Penalty: 4508.013672
	Iteration 35Q: 3 clusters Score -1111687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1111685.750000 Penalty: 4508.013672
	Iteration 36Q: 3 clusters Score -1111686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1111688.000000 Penalty: 4508.013672
	Iteration 37Q: 3 clusters Score -1111688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1111687.500000 Penalty: 4508.013672
	Iteration 38Q: 3 clusters Score -1111688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1111689.000000 Penalty: 4508.013672
	Iteration 39Q: 3 clusters Score -1111689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1111688.125000 Penalty: 4508.013672
	Iteration 40F: 3 clusters Score -1111688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1111690.125000 Penalty: 4508.013672
	Iteration 41Q: 3 clusters Score -1111690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1111689.750000 Penalty: 4508.013672
	Iteration 42Q: 3 clusters Score -1111690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1111689.750000 Penalty: 4508.013672
	Iteration 43F: 3 clusters Score -1111690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -114595.789062 Penalty: 1701.704468
	Iteration 0F: 2 clusters Score -114595.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -112686.156250 Penalty: 3403.408936
	Iteration 0F: 3 clusters Score -112686.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -112936.031250 Penalty: 3403.408936
	Iteration 1F: 3 clusters Score -112936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -113016.914062 Penalty: 3403.408936
	Iteration 2F: 3 clusters Score -113016.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -113074.687500 Penalty: 3403.408936
	Iteration 3Q: 3 clusters Score -113074.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -113111.218750 Penalty: 3403.408936
	Iteration 4Q: 3 clusters Score -113111.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -113134.109375 Penalty: 3403.408936
	Iteration 5Q: 3 clusters Score -113134.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -113160.640625 Penalty: 3403.408936
	Iteration 6Q: 3 clusters Score -113160.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -113181.671875 Penalty: 3403.408936
	Iteration 7Q: 3 clusters Score -113181.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -113197.265625 Penalty: 3403.408936
	Iteration 8Q: 3 clusters Score -113197.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113200.734375 Penalty: 3403.408936
	Iteration 9Q: 3 clusters Score -113200.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -113205.632812 Penalty: 3403.408936
	Iteration 10Q: 3 clusters Score -113205.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -113205.632812 Penalty: 3403.408936
	Iteration 11F: 3 clusters Score -113205.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68279 members 
Entering Unmasked Estep 
Score: -8723336.000000 Penalty: 2760.576660
	Iteration 0F: 2 clusters Score -8723336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -8677608.000000 Penalty: 5521.153320
	Iteration 0F: 3 clusters Score -8677608 nChanged 31979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -8695617.000000 Penalty: 5521.153320
	Iteration 1F: 3 clusters Score -8695617 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -8696472.000000 Penalty: 5521.153320
	Iteration 2Q: 3 clusters Score -8696472 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -8697623.000000 Penalty: 5521.153320
	Iteration 3Q: 3 clusters Score -8697623 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -8699016.000000 Penalty: 5521.153320
	Iteration 4Q: 3 clusters Score -8699016 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -8700578.000000 Penalty: 5521.153320
	Iteration 5Q: 3 clusters Score -8700578 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -8702321.000000 Penalty: 5521.153320
	Iteration 6F: 3 clusters Score -8702321 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -8704624.000000 Penalty: 5521.153320
	Iteration 7F: 3 clusters Score -8704624 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -8707556.000000 Penalty: 5521.153320
	Iteration 8F: 3 clusters Score -8707556 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -8710861.000000 Penalty: 5521.153320
	Iteration 9F: 3 clusters Score -8710861 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -8714095.000000 Penalty: 5521.153320
	Iteration 10F: 3 clusters Score -8714095 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -8716410.000000 Penalty: 5521.153320
	Iteration 11Q: 3 clusters Score -8716410 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -8717928.000000 Penalty: 5521.153320
	Iteration 12Q: 3 clusters Score -8717928 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -8718930.000000 Penalty: 5521.153320
	Iteration 13Q: 3 clusters Score -8718930 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -8719650.000000 Penalty: 5521.153320
	Iteration 14Q: 3 clusters Score -8719650 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -8720203.000000 Penalty: 5521.153320
	Iteration 15Q: 3 clusters Score -8720203 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -8720644.000000 Penalty: 5521.153320
	Iteration 16Q: 3 clusters Score -8720644 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -8720963.000000 Penalty: 5521.153320
	Iteration 17Q: 3 clusters Score -8720963 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -8721214.000000 Penalty: 5521.153320
	Iteration 18Q: 3 clusters Score -8721214 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -8721510.000000 Penalty: 5521.153320
	Iteration 19Q: 3 clusters Score -8721510 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -8721703.000000 Penalty: 5521.153320
	Iteration 20F: 3 clusters Score -8721703 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -8721881.000000 Penalty: 5521.153320
	Iteration 21Q: 3 clusters Score -8721881 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -8722083.000000 Penalty: 5521.153320
	Iteration 22Q: 3 clusters Score -8722083 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -8722187.000000 Penalty: 5521.153320
	Iteration 23Q: 3 clusters Score -8722187 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -8722328.000000 Penalty: 5521.153320
	Iteration 24Q: 3 clusters Score -8722328 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -8722481.000000 Penalty: 5521.153320
	Iteration 25Q: 3 clusters Score -8722481 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -8722607.000000 Penalty: 5521.153320
	Iteration 26Q: 3 clusters Score -8722607 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -8722718.000000 Penalty: 5521.153320
	Iteration 27Q: 3 clusters Score -8722718 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -8722907.000000 Penalty: 5521.153320
	Iteration 28Q: 3 clusters Score -8722907 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -8723094.000000 Penalty: 5521.153320
	Iteration 29Q: 3 clusters Score -8723094 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 54935 members 
Entering Unmasked Estep 
Score: -8723258.000000 Penalty: 5521.153320
	Iteration 30Q: 3 clusters Score -8723258 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 55139 members 
Entering Unmasked Estep 
Score: -8723426.000000 Penalty: 5521.153320
	Iteration 31Q: 3 clusters Score -8723426 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -8723578.000000 Penalty: 5521.153320
	Iteration 32Q: 3 clusters Score -8723578 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -8723770.000000 Penalty: 5521.153320
	Iteration 33Q: 3 clusters Score -8723770 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 55251 members 
Entering Unmasked Estep 
Score: -8723921.000000 Penalty: 5521.153320
	Iteration 34Q: 3 clusters Score -8723921 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -8724025.000000 Penalty: 5521.153320
	Iteration 35Q: 3 clusters Score -8724025 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -8724158.000000 Penalty: 5521.153320
	Iteration 36Q: 3 clusters Score -8724158 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -8724355.000000 Penalty: 5521.153320
	Iteration 37Q: 3 clusters Score -8724355 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 54910 members 
Entering Unmasked Estep 
Score: -8724559.000000 Penalty: 5521.153320
	Iteration 38Q: 3 clusters Score -8724559 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -8724758.000000 Penalty: 5521.153320
	Iteration 39Q: 3 clusters Score -8724758 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -8724942.000000 Penalty: 5521.153320
	Iteration 40F: 3 clusters Score -8724942 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -8725242.000000 Penalty: 5521.153320
	Iteration 41Q: 3 clusters Score -8725242 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -8725462.000000 Penalty: 5521.153320
	Iteration 42Q: 3 clusters Score -8725462 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -8725634.000000 Penalty: 5521.153320
	Iteration 43Q: 3 clusters Score -8725634 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -8725817.000000 Penalty: 5521.153320
	Iteration 44Q: 3 clusters Score -8725817 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -8725949.000000 Penalty: 5521.153320
	Iteration 45Q: 3 clusters Score -8725949 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -8726003.000000 Penalty: 5521.153320
	Iteration 46Q: 3 clusters Score -8726003 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -8726021.000000 Penalty: 5521.153320
	Iteration 47Q: 3 clusters Score -8726021 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -8726086.000000 Penalty: 5521.153320
	Iteration 48Q: 3 clusters Score -8726086 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -8726089.000000 Penalty: 5521.153320
	Iteration 49Q: 3 clusters Score -8726089 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -8726098.000000 Penalty: 5521.153320
	Iteration 50Q: 3 clusters Score -8726098 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -8726125.000000 Penalty: 5521.153320
	Iteration 51Q: 3 clusters Score -8726125 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -8726135.000000 Penalty: 5521.153320
	Iteration 52Q: 3 clusters Score -8726135 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -8726139.000000 Penalty: 5521.153320
	Iteration 53Q: 3 clusters Score -8726139 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -8726132.000000 Penalty: 5521.153320
	Iteration 54Q: 3 clusters Score -8726132 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -8726138.000000 Penalty: 5521.153320
	Iteration 55Q: 3 clusters Score -8726138 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -8726144.000000 Penalty: 5521.153320
	Iteration 56Q: 3 clusters Score -8726144 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -8726158.000000 Penalty: 5521.153320
	Iteration 57Q: 3 clusters Score -8726158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -8726160.000000 Penalty: 5521.153320
	Iteration 58Q: 3 clusters Score -8726160 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -8726162.000000 Penalty: 5521.153320
	Iteration 59Q: 3 clusters Score -8726162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -8726158.000000 Penalty: 5521.153320
	Iteration 60F: 3 clusters Score -8726158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -8726139.000000 Penalty: 5521.153320
	Iteration 61Q: 3 clusters Score -8726139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -8726146.000000 Penalty: 5521.153320
	Iteration 62Q: 3 clusters Score -8726146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -8726136.000000 Penalty: 5521.153320
	Iteration 63Q: 3 clusters Score -8726136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -8726150.000000 Penalty: 5521.153320
	Iteration 64Q: 3 clusters Score -8726150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -8726140.000000 Penalty: 5521.153320
	Iteration 65Q: 3 clusters Score -8726140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -8726150.000000 Penalty: 5521.153320
	Iteration 66Q: 3 clusters Score -8726150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 51111 members 
Entering Unmasked Estep 
Score: -8726158.000000 Penalty: 5521.153320
	Iteration 67Q: 3 clusters Score -8726158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -8726167.000000 Penalty: 5521.153320
	Iteration 68Q: 3 clusters Score -8726167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -8726156.000000 Penalty: 5521.153320
	Iteration 69Q: 3 clusters Score -8726156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -8726167.000000 Penalty: 5521.153320
	Iteration 70Q: 3 clusters Score -8726167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -8726173.000000 Penalty: 5521.153320
	Iteration 71Q: 3 clusters Score -8726173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -8726170.000000 Penalty: 5521.153320
	Iteration 72Q: 3 clusters Score -8726170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -8726172.000000 Penalty: 5521.153320
	Iteration 73Q: 3 clusters Score -8726172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -8726171.000000 Penalty: 5521.153320
	Iteration 74Q: 3 clusters Score -8726171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -8726167.000000 Penalty: 5521.153320
	Iteration 75Q: 3 clusters Score -8726167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -8726168.000000 Penalty: 5521.153320
	Iteration 76Q: 3 clusters Score -8726168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -8726160.000000 Penalty: 5521.153320
	Iteration 77Q: 3 clusters Score -8726160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -8726160.000000 Penalty: 5521.153320
	Iteration 78F: 3 clusters Score -8726160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 27226 members 
Mstep: Class 3 contains 12743 members 
Mstep: Class 4 contains 175523 members 
Mstep: Class 5 contains 50980 members 
Mstep: Class 6 contains 168236 members 
Mstep: Class 7 contains 100249 members 
Mstep: Class 8 contains 78379 members 
Mstep: Class 9 contains 182532 members 
Mstep: Class 10 contains 8021 members 
Mstep: Class 11 contains 16219 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 8855 members 
Mstep: Class 15 contains 955 members 
Mstep: Class 16 contains 17288 members 
Mstep: Class 17 contains 7464 members 
Mstep: Class 18 contains 69816 members 
Mstep: Class 19 contains 7070 members 
Mstep: Class 20 contains 3617 members 
Mstep: Class 21 contains 9250 members 
Mstep: Class 22 contains 15129 members 
Mstep: Class 23 contains 12960 members 
Mstep: Class 24 contains 11801 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 11135 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 13060 members 
Mstep: Class 30 contains 7170 members 
Mstep: Class 31 contains 11918 members 
Mstep: Class 32 contains 14909 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 25245 members 
Mstep: Class 35 contains 15909 members 
Mstep: Class 36 contains 12909 members 
Mstep: Class 37 contains 4875 members 
Mstep: Class 38 contains 30188 members 
Mstep: Class 39 contains 6098 members 
Mstep: Class 40 contains 50991 members 
Entering Unmasked Estep 
Score: -150784032.000000 Penalty: 138967.843750
Splitting cluster 16 changes total score from -150782320.000000 to -150784032.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 17 (7464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Entering Unmasked Estep 
Score: -939940.812500 Penalty: 2211.625977
	Iteration 0F: 2 clusters Score -939940.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -933873.000000 Penalty: 4423.251953
	Iteration 0F: 3 clusters Score -933873 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -935489.375000 Penalty: 4423.251953
	Iteration 1F: 3 clusters Score -935489.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -935767.937500 Penalty: 4423.251953
	Iteration 2F: 3 clusters Score -935767.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -935967.125000 Penalty: 4423.251953
	Iteration 3F: 3 clusters Score -935967.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -936117.937500 Penalty: 4423.251953
	Iteration 4Q: 3 clusters Score -936117.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -936254.625000 Penalty: 4423.251953
	Iteration 5Q: 3 clusters Score -936254.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -936390.812500 Penalty: 4423.251953
	Iteration 6Q: 3 clusters Score -936390.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -936567.562500 Penalty: 4423.251953
	Iteration 7Q: 3 clusters Score -936567.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -936793.687500 Penalty: 4423.251953
	Iteration 8Q: 3 clusters Score -936793.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -937093.187500 Penalty: 4423.251953
	Iteration 9Q: 3 clusters Score -937093.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -937404.625000 Penalty: 4423.251953
	Iteration 10Q: 3 clusters Score -937404.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -937703.687500 Penalty: 4423.251953
	Iteration 11Q: 3 clusters Score -937703.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -937958.062500 Penalty: 4423.251953
	Iteration 12Q: 3 clusters Score -937958.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -938125.187500 Penalty: 4423.251953
	Iteration 13Q: 3 clusters Score -938125.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -938221.562500 Penalty: 4423.251953
	Iteration 14Q: 3 clusters Score -938221.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -938290.187500 Penalty: 4423.251953
	Iteration 15Q: 3 clusters Score -938290.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -938341.312500 Penalty: 4423.251953
	Iteration 16Q: 3 clusters Score -938341.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -938367.062500 Penalty: 4423.251953
	Iteration 17Q: 3 clusters Score -938367.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -938388.937500 Penalty: 4423.251953
	Iteration 18Q: 3 clusters Score -938388.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -938407.687500 Penalty: 4423.251953
	Iteration 19Q: 3 clusters Score -938407.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -938420.500000 Penalty: 4423.251953
	Iteration 20F: 3 clusters Score -938420.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -938429.937500 Penalty: 4423.251953
	Iteration 21Q: 3 clusters Score -938429.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -938441.875000 Penalty: 4423.251953
	Iteration 22Q: 3 clusters Score -938441.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -938450.750000 Penalty: 4423.251953
	Iteration 23Q: 3 clusters Score -938450.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -938455.937500 Penalty: 4423.251953
	Iteration 24Q: 3 clusters Score -938455.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -938457.562500 Penalty: 4423.251953
	Iteration 25Q: 3 clusters Score -938457.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -938463.437500 Penalty: 4423.251953
	Iteration 26Q: 3 clusters Score -938463.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -938465.875000 Penalty: 4423.251953
	Iteration 27Q: 3 clusters Score -938465.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -938467.125000 Penalty: 4423.251953
	Iteration 28Q: 3 clusters Score -938467.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -938469.437500 Penalty: 4423.251953
	Iteration 29Q: 3 clusters Score -938469.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -938469.062500 Penalty: 4423.251953
	Iteration 30Q: 3 clusters Score -938469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -938469.062500 Penalty: 4423.251953
	Iteration 31F: 3 clusters Score -938469.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (69816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Entering Unmasked Estep 
Score: -8445712.000000 Penalty: 2766.097412
	Iteration 0F: 2 clusters Score -8445712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -8398922.000000 Penalty: 5532.194824
	Iteration 0F: 3 clusters Score -8398922 nChanged 32559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -8417626.000000 Penalty: 5532.194824
	Iteration 1F: 3 clusters Score -8417626 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -8418595.000000 Penalty: 5532.194824
	Iteration 2Q: 3 clusters Score -8418595 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -8419707.000000 Penalty: 5532.194824
	Iteration 3Q: 3 clusters Score -8419707 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -8421182.000000 Penalty: 5532.194824
	Iteration 4Q: 3 clusters Score -8421182 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -8422991.000000 Penalty: 5532.194824
	Iteration 5F: 3 clusters Score -8422991 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -8425225.000000 Penalty: 5532.194824
	Iteration 6F: 3 clusters Score -8425225 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -8427799.000000 Penalty: 5532.194824
	Iteration 7F: 3 clusters Score -8427799 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -8430210.000000 Penalty: 5532.194824
	Iteration 8F: 3 clusters Score -8430210 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -8432542.000000 Penalty: 5532.194824
	Iteration 9F: 3 clusters Score -8432542 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -8434397.000000 Penalty: 5532.194824
	Iteration 10Q: 3 clusters Score -8434397 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -8435645.000000 Penalty: 5532.194824
	Iteration 11Q: 3 clusters Score -8435645 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -8436447.000000 Penalty: 5532.194824
	Iteration 12Q: 3 clusters Score -8436447 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -8436934.000000 Penalty: 5532.194824
	Iteration 13Q: 3 clusters Score -8436934 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -8437260.000000 Penalty: 5532.194824
	Iteration 14Q: 3 clusters Score -8437260 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -8437502.000000 Penalty: 5532.194824
	Iteration 15Q: 3 clusters Score -8437502 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -8437730.000000 Penalty: 5532.194824
	Iteration 16Q: 3 clusters Score -8437730 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -8437833.000000 Penalty: 5532.194824
	Iteration 17Q: 3 clusters Score -8437833 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -8437993.000000 Penalty: 5532.194824
	Iteration 18Q: 3 clusters Score -8437993 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -8438107.000000 Penalty: 5532.194824
	Iteration 19Q: 3 clusters Score -8438107 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -8438191.000000 Penalty: 5532.194824
	Iteration 20F: 3 clusters Score -8438191 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -8438300.000000 Penalty: 5532.194824
	Iteration 21Q: 3 clusters Score -8438300 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -8438393.000000 Penalty: 5532.194824
	Iteration 22Q: 3 clusters Score -8438393 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -8438532.000000 Penalty: 5532.194824
	Iteration 23Q: 3 clusters Score -8438532 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -8438668.000000 Penalty: 5532.194824
	Iteration 24Q: 3 clusters Score -8438668 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -8438743.000000 Penalty: 5532.194824
	Iteration 25Q: 3 clusters Score -8438743 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -8438855.000000 Penalty: 5532.194824
	Iteration 26Q: 3 clusters Score -8438855 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -8438963.000000 Penalty: 5532.194824
	Iteration 27Q: 3 clusters Score -8438963 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -8439104.000000 Penalty: 5532.194824
	Iteration 28Q: 3 clusters Score -8439104 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -8439286.000000 Penalty: 5532.194824
	Iteration 29Q: 3 clusters Score -8439286 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -8439459.000000 Penalty: 5532.194824
	Iteration 30Q: 3 clusters Score -8439459 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -8439601.000000 Penalty: 5532.194824
	Iteration 31Q: 3 clusters Score -8439601 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -8439762.000000 Penalty: 5532.194824
	Iteration 32Q: 3 clusters Score -8439762 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -8439955.000000 Penalty: 5532.194824
	Iteration 33Q: 3 clusters Score -8439955 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -8440187.000000 Penalty: 5532.194824
	Iteration 34Q: 3 clusters Score -8440187 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
Score: -8440359.000000 Penalty: 5532.194824
	Iteration 35Q: 3 clusters Score -8440359 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -8440590.000000 Penalty: 5532.194824
	Iteration 36Q: 3 clusters Score -8440590 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -8440818.000000 Penalty: 5532.194824
	Iteration 37Q: 3 clusters Score -8440818 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -8441078.000000 Penalty: 5532.194824
	Iteration 38Q: 3 clusters Score -8441078 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -8441385.000000 Penalty: 5532.194824
	Iteration 39Q: 3 clusters Score -8441385 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -8441694.000000 Penalty: 5532.194824
	Iteration 40F: 3 clusters Score -8441694 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 54718 members 
Entering Unmasked Estep 
Score: -8442053.000000 Penalty: 5532.194824
	Iteration 41Q: 3 clusters Score -8442053 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -8442520.000000 Penalty: 5532.194824
	Iteration 42Q: 3 clusters Score -8442520 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -8442960.000000 Penalty: 5532.194824
	Iteration 43Q: 3 clusters Score -8442960 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -8443342.000000 Penalty: 5532.194824
	Iteration 44Q: 3 clusters Score -8443342 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 57890 members 
Entering Unmasked Estep 
Score: -8443671.000000 Penalty: 5532.194824
	Iteration 45Q: 3 clusters Score -8443671 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 58548 members 
Entering Unmasked Estep 
Score: -8443857.000000 Penalty: 5532.194824
	Iteration 46Q: 3 clusters Score -8443857 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -8444063.000000 Penalty: 5532.194824
	Iteration 47Q: 3 clusters Score -8444063 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -8444246.000000 Penalty: 5532.194824
	Iteration 48Q: 3 clusters Score -8444246 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 60105 members 
Entering Unmasked Estep 
Score: -8444367.000000 Penalty: 5532.194824
	Iteration 49Q: 3 clusters Score -8444367 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -8444509.000000 Penalty: 5532.194824
	Iteration 50Q: 3 clusters Score -8444509 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -8444620.000000 Penalty: 5532.194824
	Iteration 51Q: 3 clusters Score -8444620 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 61414 members 
Entering Unmasked Estep 
Score: -8444751.000000 Penalty: 5532.194824
	Iteration 52Q: 3 clusters Score -8444751 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 61778 members 
Entering Unmasked Estep 
Score: -8444879.000000 Penalty: 5532.194824
	Iteration 53Q: 3 clusters Score -8444879 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 62124 members 
Entering Unmasked Estep 
Score: -8444976.000000 Penalty: 5532.194824
	Iteration 54Q: 3 clusters Score -8444976 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -8445099.000000 Penalty: 5532.194824
	Iteration 55Q: 3 clusters Score -8445099 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 62794 members 
Entering Unmasked Estep 
Score: -8445185.000000 Penalty: 5532.194824
	Iteration 56Q: 3 clusters Score -8445185 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -8445277.000000 Penalty: 5532.194824
	Iteration 57Q: 3 clusters Score -8445277 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -8445346.000000 Penalty: 5532.194824
	Iteration 58Q: 3 clusters Score -8445346 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -8445368.000000 Penalty: 5532.194824
	Iteration 59Q: 3 clusters Score -8445368 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -8445413.000000 Penalty: 5532.194824
	Iteration 60F: 3 clusters Score -8445413 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -8445425.000000 Penalty: 5532.194824
	Iteration 61Q: 3 clusters Score -8445425 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
Score: -8445470.000000 Penalty: 5532.194824
	Iteration 62Q: 3 clusters Score -8445470 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -8445478.000000 Penalty: 5532.194824
	Iteration 63Q: 3 clusters Score -8445478 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 64377 members 
Entering Unmasked Estep 
Score: -8445501.000000 Penalty: 5532.194824
	Iteration 64Q: 3 clusters Score -8445501 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 64488 members 
Entering Unmasked Estep 
Score: -8445512.000000 Penalty: 5532.194824
	Iteration 65Q: 3 clusters Score -8445512 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -8445522.000000 Penalty: 5532.194824
	Iteration 66Q: 3 clusters Score -8445522 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 64705 members 
Entering Unmasked Estep 
Score: -8445561.000000 Penalty: 5532.194824
	Iteration 67Q: 3 clusters Score -8445561 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -8445584.000000 Penalty: 5532.194824
	Iteration 68Q: 3 clusters Score -8445584 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -8445586.000000 Penalty: 5532.194824
	Iteration 69Q: 3 clusters Score -8445586 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -8445623.000000 Penalty: 5532.194824
	Iteration 70Q: 3 clusters Score -8445623 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -8445630.000000 Penalty: 5532.194824
	Iteration 71Q: 3 clusters Score -8445630 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -8445639.000000 Penalty: 5532.194824
	Iteration 72Q: 3 clusters Score -8445639 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -8445670.000000 Penalty: 5532.194824
	Iteration 73Q: 3 clusters Score -8445670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -8445677.000000 Penalty: 5532.194824
	Iteration 74Q: 3 clusters Score -8445677 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 65344 members 
Entering Unmasked Estep 
Score: -8445698.000000 Penalty: 5532.194824
	Iteration 75Q: 3 clusters Score -8445698 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
Score: -8445717.000000 Penalty: 5532.194824
	Iteration 76Q: 3 clusters Score -8445717 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 65459 members 
Entering Unmasked Estep 
Score: -8445723.000000 Penalty: 5532.194824
	Iteration 77Q: 3 clusters Score -8445723 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -8445732.000000 Penalty: 5532.194824
	Iteration 78Q: 3 clusters Score -8445732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 65561 members 
Entering Unmasked Estep 
Score: -8445748.000000 Penalty: 5532.194824
	Iteration 79Q: 3 clusters Score -8445748 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 65603 members 
Entering Unmasked Estep 
Score: -8445746.000000 Penalty: 5532.194824
	Iteration 80F: 3 clusters Score -8445746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -8445756.000000 Penalty: 5532.194824
	Iteration 81Q: 3 clusters Score -8445756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 65671 members 
Entering Unmasked Estep 
Score: -8445769.000000 Penalty: 5532.194824
	Iteration 82Q: 3 clusters Score -8445769 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 65711 members 
Entering Unmasked Estep 
Score: -8445767.000000 Penalty: 5532.194824
	Iteration 83Q: 3 clusters Score -8445767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 65748 members 
Entering Unmasked Estep 
Score: -8445773.000000 Penalty: 5532.194824
	Iteration 84Q: 3 clusters Score -8445773 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 65786 members 
Entering Unmasked Estep 
Score: -8445781.000000 Penalty: 5532.194824
	Iteration 85Q: 3 clusters Score -8445781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -8445792.000000 Penalty: 5532.194824
	Iteration 86Q: 3 clusters Score -8445792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 65861 members 
Entering Unmasked Estep 
Score: -8445809.000000 Penalty: 5532.194824
	Iteration 87Q: 3 clusters Score -8445809 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 65896 members 
Entering Unmasked Estep 
Score: -8445814.000000 Penalty: 5532.194824
	Iteration 88Q: 3 clusters Score -8445814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 65921 members 
Entering Unmasked Estep 
Score: -8445833.000000 Penalty: 5532.194824
	Iteration 89Q: 3 clusters Score -8445833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
Score: -8445821.000000 Penalty: 5532.194824
	Iteration 90Q: 3 clusters Score -8445821 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 65962 members 
Entering Unmasked Estep 
Score: -8445821.000000 Penalty: 5532.194824
	Iteration 91Q: 3 clusters Score -8445821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -8445824.000000 Penalty: 5532.194824
	Iteration 92Q: 3 clusters Score -8445824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 66008 members 
Entering Unmasked Estep 
Score: -8445842.000000 Penalty: 5532.194824
	Iteration 93Q: 3 clusters Score -8445842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 66024 members 
Entering Unmasked Estep 
Score: -8445843.000000 Penalty: 5532.194824
	Iteration 94Q: 3 clusters Score -8445843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 66039 members 
Entering Unmasked Estep 
Score: -8445830.000000 Penalty: 5532.194824
	Iteration 95Q: 3 clusters Score -8445830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -8445833.000000 Penalty: 5532.194824
	Iteration 96Q: 3 clusters Score -8445833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -8445848.000000 Penalty: 5532.194824
	Iteration 97Q: 3 clusters Score -8445848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -8445852.000000 Penalty: 5532.194824
	Iteration 98Q: 3 clusters Score -8445852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 66079 members 
Entering Unmasked Estep 
Score: -8445847.000000 Penalty: 5532.194824
	Iteration 99Q: 3 clusters Score -8445847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 66088 members 
Entering Unmasked Estep 
Score: -8445855.000000 Penalty: 5532.194824
	Iteration 100F: 3 clusters Score -8445855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 66098 members 
Entering Unmasked Estep 
Score: -8445858.000000 Penalty: 5532.194824
	Iteration 101Q: 3 clusters Score -8445858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -8445850.000000 Penalty: 5532.194824
	Iteration 102Q: 3 clusters Score -8445850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -8445850.000000 Penalty: 5532.194824
	Iteration 103Q: 3 clusters Score -8445850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 66107 members 
Entering Unmasked Estep 
Score: -8445852.000000 Penalty: 5532.194824
	Iteration 104Q: 3 clusters Score -8445852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 66110 members 
Entering Unmasked Estep 
Score: -8445858.000000 Penalty: 5532.194824
	Iteration 105Q: 3 clusters Score -8445858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 66113 members 
Entering Unmasked Estep 
Score: -8445856.000000 Penalty: 5532.194824
	Iteration 106Q: 3 clusters Score -8445856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -8445859.000000 Penalty: 5532.194824
	Iteration 107Q: 3 clusters Score -8445859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -8445863.000000 Penalty: 5532.194824
	Iteration 108Q: 3 clusters Score -8445863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -8445863.000000 Penalty: 5532.194824
	Iteration 109F: 3 clusters Score -8445863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 27226 members 
Mstep: Class 3 contains 12743 members 
Mstep: Class 4 contains 175523 members 
Mstep: Class 5 contains 50980 members 
Mstep: Class 6 contains 168236 members 
Mstep: Class 7 contains 100249 members 
Mstep: Class 8 contains 78379 members 
Mstep: Class 9 contains 182532 members 
Mstep: Class 10 contains 8021 members 
Mstep: Class 11 contains 16219 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 8855 members 
Mstep: Class 15 contains 955 members 
Mstep: Class 16 contains 17288 members 
Mstep: Class 17 contains 7464 members 
Mstep: Class 18 contains 3698 members 
Mstep: Class 19 contains 7070 members 
Mstep: Class 20 contains 3617 members 
Mstep: Class 21 contains 9250 members 
Mstep: Class 22 contains 15129 members 
Mstep: Class 23 contains 12960 members 
Mstep: Class 24 contains 11801 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 11135 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 13060 members 
Mstep: Class 30 contains 7170 members 
Mstep: Class 31 contains 11918 members 
Mstep: Class 32 contains 14909 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 25245 members 
Mstep: Class 35 contains 15909 members 
Mstep: Class 36 contains 12909 members 
Mstep: Class 37 contains 4875 members 
Mstep: Class 38 contains 30188 members 
Mstep: Class 39 contains 6098 members 
Mstep: Class 40 contains 50991 members 
Mstep: Class 41 contains 66118 members 
Entering Unmasked Estep 
Score: -150783600.000000 Penalty: 142442.046875
Splitting cluster 18 changes total score from -150782320.000000 to -150783600.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 19 (7070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Entering Unmasked Estep 
Score: -843510.812500 Penalty: 2198.176758
	Iteration 0F: 2 clusters Score -843510.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -837707.812500 Penalty: 4396.353516
	Iteration 0F: 3 clusters Score -837707.8 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -839429.875000 Penalty: 4396.353516
	Iteration 1F: 3 clusters Score -839429.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -840013.062500 Penalty: 4396.353516
	Iteration 2F: 3 clusters Score -840013.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -840528.687500 Penalty: 4396.353516
	Iteration 3F: 3 clusters Score -840528.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -840963.625000 Penalty: 4396.353516
	Iteration 4F: 3 clusters Score -840963.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -841245.250000 Penalty: 4396.353516
	Iteration 5F: 3 clusters Score -841245.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -841435.187500 Penalty: 4396.353516
	Iteration 6Q: 3 clusters Score -841435.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -841555.875000 Penalty: 4396.353516
	Iteration 7Q: 3 clusters Score -841555.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -841637.875000 Penalty: 4396.353516
	Iteration 8Q: 3 clusters Score -841637.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -841704.312500 Penalty: 4396.353516
	Iteration 9Q: 3 clusters Score -841704.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -841763.312500 Penalty: 4396.353516
	Iteration 10Q: 3 clusters Score -841763.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -841817.125000 Penalty: 4396.353516
	Iteration 11Q: 3 clusters Score -841817.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -841864.187500 Penalty: 4396.353516
	Iteration 12Q: 3 clusters Score -841864.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -841908.937500 Penalty: 4396.353516
	Iteration 13Q: 3 clusters Score -841908.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -841953.500000 Penalty: 4396.353516
	Iteration 14Q: 3 clusters Score -841953.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -842012.000000 Penalty: 4396.353516
	Iteration 15Q: 3 clusters Score -842012 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -842077.500000 Penalty: 4396.353516
	Iteration 16Q: 3 clusters Score -842077.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -842136.562500 Penalty: 4396.353516
	Iteration 17Q: 3 clusters Score -842136.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -842197.937500 Penalty: 4396.353516
	Iteration 18Q: 3 clusters Score -842197.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -842245.375000 Penalty: 4396.353516
	Iteration 19Q: 3 clusters Score -842245.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -842316.750000 Penalty: 4396.353516
	Iteration 20F: 3 clusters Score -842316.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -842417.125000 Penalty: 4396.353516
	Iteration 21Q: 3 clusters Score -842417.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -842535.250000 Penalty: 4396.353516
	Iteration 22Q: 3 clusters Score -842535.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -842671.937500 Penalty: 4396.353516
	Iteration 23Q: 3 clusters Score -842671.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -842818.687500 Penalty: 4396.353516
	Iteration 24Q: 3 clusters Score -842818.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -842947.375000 Penalty: 4396.353516
	Iteration 25Q: 3 clusters Score -842947.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -843079.250000 Penalty: 4396.353516
	Iteration 26Q: 3 clusters Score -843079.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -843200.875000 Penalty: 4396.353516
	Iteration 27Q: 3 clusters Score -843200.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -843305.500000 Penalty: 4396.353516
	Iteration 28Q: 3 clusters Score -843305.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -843382.937500 Penalty: 4396.353516
	Iteration 29Q: 3 clusters Score -843382.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -843415.375000 Penalty: 4396.353516
	Iteration 30Q: 3 clusters Score -843415.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -843430.812500 Penalty: 4396.353516
	Iteration 31Q: 3 clusters Score -843430.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -843434.375000 Penalty: 4396.353516
	Iteration 32Q: 3 clusters Score -843434.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -843436.750000 Penalty: 4396.353516
	Iteration 33Q: 3 clusters Score -843436.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -843438.187500 Penalty: 4396.353516
	Iteration 34Q: 3 clusters Score -843438.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -843439.437500 Penalty: 4396.353516
	Iteration 35Q: 3 clusters Score -843439.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -843441.937500 Penalty: 4396.353516
	Iteration 36Q: 3 clusters Score -843441.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -843440.062500 Penalty: 4396.353516
	Iteration 37Q: 3 clusters Score -843440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -843442.562500 Penalty: 4396.353516
	Iteration 38Q: 3 clusters Score -843442.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -843441.562500 Penalty: 4396.353516
	Iteration 39Q: 3 clusters Score -843441.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -843441.562500 Penalty: 4396.353516
	Iteration 40F: 3 clusters Score -843441.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Entering Unmasked Estep 
Score: -402732.906250 Penalty: 2031.963257
	Iteration 0F: 2 clusters Score -402732.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -399125.843750 Penalty: 4063.926514
	Iteration 0F: 3 clusters Score -399125.8 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -400220.718750 Penalty: 4063.926514
	Iteration 1F: 3 clusters Score -400220.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -400850.656250 Penalty: 4063.926514
	Iteration 2F: 3 clusters Score -400850.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -401395.000000 Penalty: 4063.926514
	Iteration 3F: 3 clusters Score -401395 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -401794.718750 Penalty: 4063.926514
	Iteration 4F: 3 clusters Score -401794.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -402061.281250 Penalty: 4063.926514
	Iteration 5F: 3 clusters Score -402061.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -402215.781250 Penalty: 4063.926514
	Iteration 6Q: 3 clusters Score -402215.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -402281.031250 Penalty: 4063.926514
	Iteration 7Q: 3 clusters Score -402281 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -402317.343750 Penalty: 4063.926514
	Iteration 8Q: 3 clusters Score -402317.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -402341.656250 Penalty: 4063.926514
	Iteration 9Q: 3 clusters Score -402341.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -402358.843750 Penalty: 4063.926514
	Iteration 10Q: 3 clusters Score -402358.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -402376.687500 Penalty: 4063.926514
	Iteration 11Q: 3 clusters Score -402376.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -402390.656250 Penalty: 4063.926514
	Iteration 12Q: 3 clusters Score -402390.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -402401.437500 Penalty: 4063.926514
	Iteration 13Q: 3 clusters Score -402401.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -402411.406250 Penalty: 4063.926514
	Iteration 14Q: 3 clusters Score -402411.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -402416.875000 Penalty: 4063.926514
	Iteration 15Q: 3 clusters Score -402416.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -402419.250000 Penalty: 4063.926514
	Iteration 16Q: 3 clusters Score -402419.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -402423.906250 Penalty: 4063.926514
	Iteration 17Q: 3 clusters Score -402423.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -402429.562500 Penalty: 4063.926514
	Iteration 18Q: 3 clusters Score -402429.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -402432.187500 Penalty: 4063.926514
	Iteration 19Q: 3 clusters Score -402432.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -402437.437500 Penalty: 4063.926514
	Iteration 20F: 3 clusters Score -402437.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -402440.062500 Penalty: 4063.926514
	Iteration 21Q: 3 clusters Score -402440.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -402442.687500 Penalty: 4063.926514
	Iteration 22Q: 3 clusters Score -402442.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -402443.343750 Penalty: 4063.926514
	Iteration 23Q: 3 clusters Score -402443.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -402445.437500 Penalty: 4063.926514
	Iteration 24Q: 3 clusters Score -402445.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -402446.656250 Penalty: 4063.926514
	Iteration 25Q: 3 clusters Score -402446.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -402447.000000 Penalty: 4063.926514
	Iteration 26Q: 3 clusters Score -402447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -402447.843750 Penalty: 4063.926514
	Iteration 27Q: 3 clusters Score -402447.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -402447.843750 Penalty: 4063.926514
	Iteration 28F: 3 clusters Score -402447.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Entering Unmasked Estep 
Score: -1218067.125000 Penalty: 2264.829834
	Iteration 0F: 2 clusters Score -1218067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1210872.875000 Penalty: 4529.659668
	Iteration 0F: 3 clusters Score -1210873 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1212817.500000 Penalty: 4529.659668
	Iteration 1F: 3 clusters Score -1212818 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1213088.500000 Penalty: 4529.659668
	Iteration 2F: 3 clusters Score -1213088 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1213286.000000 Penalty: 4529.659668
	Iteration 3F: 3 clusters Score -1213286 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1213441.625000 Penalty: 4529.659668
	Iteration 4Q: 3 clusters Score -1213442 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1213547.875000 Penalty: 4529.659668
	Iteration 5Q: 3 clusters Score -1213548 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1213626.375000 Penalty: 4529.659668
	Iteration 6Q: 3 clusters Score -1213626 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1213713.750000 Penalty: 4529.659668
	Iteration 7Q: 3 clusters Score -1213714 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1213793.000000 Penalty: 4529.659668
	Iteration 8Q: 3 clusters Score -1213793 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1213864.500000 Penalty: 4529.659668
	Iteration 9Q: 3 clusters Score -1213864 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1213947.500000 Penalty: 4529.659668
	Iteration 10Q: 3 clusters Score -1213948 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1214038.625000 Penalty: 4529.659668
	Iteration 11Q: 3 clusters Score -1214039 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1214150.500000 Penalty: 4529.659668
	Iteration 12Q: 3 clusters Score -1214150 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1214310.000000 Penalty: 4529.659668
	Iteration 13Q: 3 clusters Score -1214310 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1214505.625000 Penalty: 4529.659668
	Iteration 14Q: 3 clusters Score -1214506 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1214744.625000 Penalty: 4529.659668
	Iteration 15Q: 3 clusters Score -1214745 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1215006.125000 Penalty: 4529.659668
	Iteration 16Q: 3 clusters Score -1215006 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1215247.625000 Penalty: 4529.659668
	Iteration 17Q: 3 clusters Score -1215248 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1215446.750000 Penalty: 4529.659668
	Iteration 18Q: 3 clusters Score -1215447 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1215618.000000 Penalty: 4529.659668
	Iteration 19Q: 3 clusters Score -1215618 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1215750.875000 Penalty: 4529.659668
	Iteration 20F: 3 clusters Score -1215751 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1215843.625000 Penalty: 4529.659668
	Iteration 21Q: 3 clusters Score -1215844 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1215915.250000 Penalty: 4529.659668
	Iteration 22Q: 3 clusters Score -1215915 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1215958.625000 Penalty: 4529.659668
	Iteration 23Q: 3 clusters Score -1215959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1215998.000000 Penalty: 4529.659668
	Iteration 24Q: 3 clusters Score -1215998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1216026.125000 Penalty: 4529.659668
	Iteration 25Q: 3 clusters Score -1216026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1216056.000000 Penalty: 4529.659668
	Iteration 26Q: 3 clusters Score -1216056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1216072.500000 Penalty: 4529.659668
	Iteration 27Q: 3 clusters Score -1216072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1216085.000000 Penalty: 4529.659668
	Iteration 28Q: 3 clusters Score -1216085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1216092.625000 Penalty: 4529.659668
	Iteration 29Q: 3 clusters Score -1216093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1216092.500000 Penalty: 4529.659668
	Iteration 30Q: 3 clusters Score -1216092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1216095.125000 Penalty: 4529.659668
	Iteration 31Q: 3 clusters Score -1216095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1216098.000000 Penalty: 4529.659668
	Iteration 32Q: 3 clusters Score -1216098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1216098.000000 Penalty: 4529.659668
	Iteration 33F: 3 clusters Score -1216098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Entering Unmasked Estep 
Score: -1943198.000000 Penalty: 2386.843506
	Iteration 0F: 2 clusters Score -1943198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1932292.375000 Penalty: 4773.687012
	Iteration 0F: 3 clusters Score -1932292 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1935830.500000 Penalty: 4773.687012
	Iteration 1F: 3 clusters Score -1935830 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1936307.250000 Penalty: 4773.687012
	Iteration 2F: 3 clusters Score -1936307 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1936717.625000 Penalty: 4773.687012
	Iteration 3F: 3 clusters Score -1936718 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1937111.625000 Penalty: 4773.687012
	Iteration 4F: 3 clusters Score -1937112 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1937484.375000 Penalty: 4773.687012
	Iteration 5F: 3 clusters Score -1937484 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1937885.750000 Penalty: 4773.687012
	Iteration 6F: 3 clusters Score -1937886 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1938302.250000 Penalty: 4773.687012
	Iteration 7F: 3 clusters Score -1938302 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1938791.125000 Penalty: 4773.687012
	Iteration 8F: 3 clusters Score -1938791 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1939289.000000 Penalty: 4773.687012
	Iteration 9Q: 3 clusters Score -1939289 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1939786.500000 Penalty: 4773.687012
	Iteration 10Q: 3 clusters Score -1939786 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1940261.875000 Penalty: 4773.687012
	Iteration 11Q: 3 clusters Score -1940262 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1940719.625000 Penalty: 4773.687012
	Iteration 12Q: 3 clusters Score -1940720 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1941109.500000 Penalty: 4773.687012
	Iteration 13Q: 3 clusters Score -1941110 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1941462.125000 Penalty: 4773.687012
	Iteration 14Q: 3 clusters Score -1941462 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1941681.625000 Penalty: 4773.687012
	Iteration 15Q: 3 clusters Score -1941682 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1941849.500000 Penalty: 4773.687012
	Iteration 16Q: 3 clusters Score -1941850 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1941972.125000 Penalty: 4773.687012
	Iteration 17Q: 3 clusters Score -1941972 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1942047.500000 Penalty: 4773.687012
	Iteration 18Q: 3 clusters Score -1942048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1942102.750000 Penalty: 4773.687012
	Iteration 19Q: 3 clusters Score -1942103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1942133.875000 Penalty: 4773.687012
	Iteration 20F: 3 clusters Score -1942134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1942162.000000 Penalty: 4773.687012
	Iteration 21Q: 3 clusters Score -1942162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1942187.625000 Penalty: 4773.687012
	Iteration 22Q: 3 clusters Score -1942188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1942211.750000 Penalty: 4773.687012
	Iteration 23Q: 3 clusters Score -1942212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1942229.750000 Penalty: 4773.687012
	Iteration 24Q: 3 clusters Score -1942230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1942242.000000 Penalty: 4773.687012
	Iteration 25Q: 3 clusters Score -1942242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1942260.750000 Penalty: 4773.687012
	Iteration 26Q: 3 clusters Score -1942261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1942271.125000 Penalty: 4773.687012
	Iteration 27Q: 3 clusters Score -1942271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1942285.375000 Penalty: 4773.687012
	Iteration 28Q: 3 clusters Score -1942285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1942301.625000 Penalty: 4773.687012
	Iteration 29Q: 3 clusters Score -1942302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1942315.625000 Penalty: 4773.687012
	Iteration 30Q: 3 clusters Score -1942316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1942328.875000 Penalty: 4773.687012
	Iteration 31Q: 3 clusters Score -1942329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1942343.750000 Penalty: 4773.687012
	Iteration 32Q: 3 clusters Score -1942344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1942369.125000 Penalty: 4773.687012
	Iteration 33Q: 3 clusters Score -1942369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1942397.250000 Penalty: 4773.687012
	Iteration 34Q: 3 clusters Score -1942397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1942423.750000 Penalty: 4773.687012
	Iteration 35Q: 3 clusters Score -1942424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1942455.750000 Penalty: 4773.687012
	Iteration 36Q: 3 clusters Score -1942456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1942466.125000 Penalty: 4773.687012
	Iteration 37Q: 3 clusters Score -1942466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1942475.375000 Penalty: 4773.687012
	Iteration 38Q: 3 clusters Score -1942475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1942485.250000 Penalty: 4773.687012
	Iteration 39Q: 3 clusters Score -1942485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1942490.750000 Penalty: 4773.687012
	Iteration 40F: 3 clusters Score -1942491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1942494.250000 Penalty: 4773.687012
	Iteration 41Q: 3 clusters Score -1942494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1942502.250000 Penalty: 4773.687012
	Iteration 42Q: 3 clusters Score -1942502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1942507.750000 Penalty: 4773.687012
	Iteration 43Q: 3 clusters Score -1942508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1942517.000000 Penalty: 4773.687012
	Iteration 44Q: 3 clusters Score -1942517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1942522.500000 Penalty: 4773.687012
	Iteration 45Q: 3 clusters Score -1942522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1942521.000000 Penalty: 4773.687012
	Iteration 46Q: 3 clusters Score -1942521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1942521.000000 Penalty: 4773.687012
	Iteration 47F: 3 clusters Score -1942521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Entering Unmasked Estep 
Score: -1562295.375000 Penalty: 2348.466309
	Iteration 0F: 2 clusters Score -1562295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1552843.625000 Penalty: 4696.932617
	Iteration 0F: 3 clusters Score -1552844 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1555720.750000 Penalty: 4696.932617
	Iteration 1F: 3 clusters Score -1555721 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1556086.000000 Penalty: 4696.932617
	Iteration 2F: 3 clusters Score -1556086 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1556434.375000 Penalty: 4696.932617
	Iteration 3F: 3 clusters Score -1556434 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1556771.375000 Penalty: 4696.932617
	Iteration 4F: 3 clusters Score -1556771 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1557112.875000 Penalty: 4696.932617
	Iteration 5Q: 3 clusters Score -1557113 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1557471.750000 Penalty: 4696.932617
	Iteration 6Q: 3 clusters Score -1557472 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1557807.000000 Penalty: 4696.932617
	Iteration 7Q: 3 clusters Score -1557807 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1558124.500000 Penalty: 4696.932617
	Iteration 8Q: 3 clusters Score -1558124 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1558469.625000 Penalty: 4696.932617
	Iteration 9Q: 3 clusters Score -1558470 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1558827.750000 Penalty: 4696.932617
	Iteration 10Q: 3 clusters Score -1558828 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1559201.375000 Penalty: 4696.932617
	Iteration 11Q: 3 clusters Score -1559201 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1559491.250000 Penalty: 4696.932617
	Iteration 12Q: 3 clusters Score -1559491 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1559758.625000 Penalty: 4696.932617
	Iteration 13Q: 3 clusters Score -1559759 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1559966.250000 Penalty: 4696.932617
	Iteration 14Q: 3 clusters Score -1559966 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1560124.250000 Penalty: 4696.932617
	Iteration 15Q: 3 clusters Score -1560124 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1560238.500000 Penalty: 4696.932617
	Iteration 16Q: 3 clusters Score -1560238 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1560367.125000 Penalty: 4696.932617
	Iteration 17Q: 3 clusters Score -1560367 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1560481.750000 Penalty: 4696.932617
	Iteration 18Q: 3 clusters Score -1560482 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1560612.750000 Penalty: 4696.932617
	Iteration 19Q: 3 clusters Score -1560613 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1560796.500000 Penalty: 4696.932617
	Iteration 20F: 3 clusters Score -1560796 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1561006.500000 Penalty: 4696.932617
	Iteration 21Q: 3 clusters Score -1561006 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1561263.250000 Penalty: 4696.932617
	Iteration 22Q: 3 clusters Score -1561263 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1561523.750000 Penalty: 4696.932617
	Iteration 23Q: 3 clusters Score -1561524 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1561730.125000 Penalty: 4696.932617
	Iteration 24Q: 3 clusters Score -1561730 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1561871.500000 Penalty: 4696.932617
	Iteration 25Q: 3 clusters Score -1561872 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1561932.000000 Penalty: 4696.932617
	Iteration 26Q: 3 clusters Score -1561932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1561947.750000 Penalty: 4696.932617
	Iteration 27Q: 3 clusters Score -1561948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1561963.125000 Penalty: 4696.932617
	Iteration 28Q: 3 clusters Score -1561963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1561970.750000 Penalty: 4696.932617
	Iteration 29Q: 3 clusters Score -1561971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1561968.125000 Penalty: 4696.932617
	Iteration 30Q: 3 clusters Score -1561968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1561970.500000 Penalty: 4696.932617
	Iteration 31Q: 3 clusters Score -1561970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1561968.375000 Penalty: 4696.932617
	Iteration 32Q: 3 clusters Score -1561968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1561975.625000 Penalty: 4696.932617
	Iteration 33Q: 3 clusters Score -1561976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1561977.875000 Penalty: 4696.932617
	Iteration 34Q: 3 clusters Score -1561978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1561975.375000 Penalty: 4696.932617
	Iteration 35Q: 3 clusters Score -1561975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1561977.000000 Penalty: 4696.932617
	Iteration 36Q: 3 clusters Score -1561977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1561976.000000 Penalty: 4696.932617
	Iteration 37Q: 3 clusters Score -1561976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1561976.000000 Penalty: 4696.932617
	Iteration 38F: 3 clusters Score -1561976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Entering Unmasked Estep 
Score: -1436590.625000 Penalty: 2325.232910
	Iteration 0F: 2 clusters Score -1436591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1427663.875000 Penalty: 4650.465820
	Iteration 0F: 3 clusters Score -1427664 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1430310.875000 Penalty: 4650.465820
	Iteration 1F: 3 clusters Score -1430311 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1430636.750000 Penalty: 4650.465820
	Iteration 2F: 3 clusters Score -1430637 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1430911.750000 Penalty: 4650.465820
	Iteration 3F: 3 clusters Score -1430912 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1431132.500000 Penalty: 4650.465820
	Iteration 4Q: 3 clusters Score -1431132 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1431330.875000 Penalty: 4650.465820
	Iteration 5Q: 3 clusters Score -1431331 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1431489.625000 Penalty: 4650.465820
	Iteration 6Q: 3 clusters Score -1431490 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1431642.500000 Penalty: 4650.465820
	Iteration 7Q: 3 clusters Score -1431642 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1431778.125000 Penalty: 4650.465820
	Iteration 8Q: 3 clusters Score -1431778 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1431889.625000 Penalty: 4650.465820
	Iteration 9Q: 3 clusters Score -1431890 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1432027.125000 Penalty: 4650.465820
	Iteration 10Q: 3 clusters Score -1432027 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1432149.750000 Penalty: 4650.465820
	Iteration 11Q: 3 clusters Score -1432150 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1432283.750000 Penalty: 4650.465820
	Iteration 12Q: 3 clusters Score -1432284 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1432437.375000 Penalty: 4650.465820
	Iteration 13Q: 3 clusters Score -1432437 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1432593.750000 Penalty: 4650.465820
	Iteration 14Q: 3 clusters Score -1432594 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1432763.750000 Penalty: 4650.465820
	Iteration 15Q: 3 clusters Score -1432764 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1432957.625000 Penalty: 4650.465820
	Iteration 16Q: 3 clusters Score -1432958 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1433155.625000 Penalty: 4650.465820
	Iteration 17Q: 3 clusters Score -1433156 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1433381.625000 Penalty: 4650.465820
	Iteration 18Q: 3 clusters Score -1433382 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1433582.875000 Penalty: 4650.465820
	Iteration 19Q: 3 clusters Score -1433583 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1433751.125000 Penalty: 4650.465820
	Iteration 20F: 3 clusters Score -1433751 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1433892.125000 Penalty: 4650.465820
	Iteration 21Q: 3 clusters Score -1433892 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1434007.000000 Penalty: 4650.465820
	Iteration 22Q: 3 clusters Score -1434007 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1434081.625000 Penalty: 4650.465820
	Iteration 23Q: 3 clusters Score -1434082 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1434143.625000 Penalty: 4650.465820
	Iteration 24Q: 3 clusters Score -1434144 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1434191.250000 Penalty: 4650.465820
	Iteration 25Q: 3 clusters Score -1434191 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1434231.125000 Penalty: 4650.465820
	Iteration 26Q: 3 clusters Score -1434231 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1434257.125000 Penalty: 4650.465820
	Iteration 27Q: 3 clusters Score -1434257 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1434275.750000 Penalty: 4650.465820
	Iteration 28Q: 3 clusters Score -1434276 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1434306.625000 Penalty: 4650.465820
	Iteration 29Q: 3 clusters Score -1434307 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1434317.875000 Penalty: 4650.465820
	Iteration 30Q: 3 clusters Score -1434318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1434331.250000 Penalty: 4650.465820
	Iteration 31Q: 3 clusters Score -1434331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1434336.250000 Penalty: 4650.465820
	Iteration 32Q: 3 clusters Score -1434336 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1434343.250000 Penalty: 4650.465820
	Iteration 33Q: 3 clusters Score -1434343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1434354.000000 Penalty: 4650.465820
	Iteration 34Q: 3 clusters Score -1434354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1434360.625000 Penalty: 4650.465820
	Iteration 35Q: 3 clusters Score -1434361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1434360.875000 Penalty: 4650.465820
	Iteration 36Q: 3 clusters Score -1434361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1434369.750000 Penalty: 4650.465820
	Iteration 37Q: 3 clusters Score -1434370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1434372.875000 Penalty: 4650.465820
	Iteration 38Q: 3 clusters Score -1434373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1434378.750000 Penalty: 4650.465820
	Iteration 39Q: 3 clusters Score -1434379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1434386.375000 Penalty: 4650.465820
	Iteration 40F: 3 clusters Score -1434386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1434396.875000 Penalty: 4650.465820
	Iteration 41Q: 3 clusters Score -1434397 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1434405.500000 Penalty: 4650.465820
	Iteration 42Q: 3 clusters Score -1434406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1434409.750000 Penalty: 4650.465820
	Iteration 43Q: 3 clusters Score -1434410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1434416.500000 Penalty: 4650.465820
	Iteration 44Q: 3 clusters Score -1434416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1434427.375000 Penalty: 4650.465820
	Iteration 45Q: 3 clusters Score -1434427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1434434.500000 Penalty: 4650.465820
	Iteration 46Q: 3 clusters Score -1434434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1434441.125000 Penalty: 4650.465820
	Iteration 47Q: 3 clusters Score -1434441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1434447.875000 Penalty: 4650.465820
	Iteration 48Q: 3 clusters Score -1434448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1434456.250000 Penalty: 4650.465820
	Iteration 49Q: 3 clusters Score -1434456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1434467.625000 Penalty: 4650.465820
	Iteration 50Q: 3 clusters Score -1434468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1434478.125000 Penalty: 4650.465820
	Iteration 51Q: 3 clusters Score -1434478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1434478.500000 Penalty: 4650.465820
	Iteration 52Q: 3 clusters Score -1434478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1434485.250000 Penalty: 4650.465820
	Iteration 53Q: 3 clusters Score -1434485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1434489.750000 Penalty: 4650.465820
	Iteration 54Q: 3 clusters Score -1434490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1434499.375000 Penalty: 4650.465820
	Iteration 55Q: 3 clusters Score -1434499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1434507.250000 Penalty: 4650.465820
	Iteration 56Q: 3 clusters Score -1434507 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1434511.875000 Penalty: 4650.465820
	Iteration 57Q: 3 clusters Score -1434512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1434521.000000 Penalty: 4650.465820
	Iteration 58Q: 3 clusters Score -1434521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1434532.625000 Penalty: 4650.465820
	Iteration 59Q: 3 clusters Score -1434533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1434536.500000 Penalty: 4650.465820
	Iteration 60F: 3 clusters Score -1434536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1434550.500000 Penalty: 4650.465820
	Iteration 61Q: 3 clusters Score -1434550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1434563.125000 Penalty: 4650.465820
	Iteration 62Q: 3 clusters Score -1434563 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1434574.500000 Penalty: 4650.465820
	Iteration 63Q: 3 clusters Score -1434574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1434589.750000 Penalty: 4650.465820
	Iteration 64Q: 3 clusters Score -1434590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1434604.375000 Penalty: 4650.465820
	Iteration 65Q: 3 clusters Score -1434604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1434617.500000 Penalty: 4650.465820
	Iteration 66Q: 3 clusters Score -1434618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1434626.500000 Penalty: 4650.465820
	Iteration 67Q: 3 clusters Score -1434626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1434636.250000 Penalty: 4650.465820
	Iteration 68Q: 3 clusters Score -1434636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1434647.875000 Penalty: 4650.465820
	Iteration 69Q: 3 clusters Score -1434648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1434658.500000 Penalty: 4650.465820
	Iteration 70Q: 3 clusters Score -1434658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1434676.625000 Penalty: 4650.465820
	Iteration 71Q: 3 clusters Score -1434677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1434683.125000 Penalty: 4650.465820
	Iteration 72Q: 3 clusters Score -1434683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1434689.500000 Penalty: 4650.465820
	Iteration 73Q: 3 clusters Score -1434690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1434699.875000 Penalty: 4650.465820
	Iteration 74Q: 3 clusters Score -1434700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1434704.000000 Penalty: 4650.465820
	Iteration 75Q: 3 clusters Score -1434704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1434714.250000 Penalty: 4650.465820
	Iteration 76Q: 3 clusters Score -1434714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1434715.750000 Penalty: 4650.465820
	Iteration 77Q: 3 clusters Score -1434716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1434716.500000 Penalty: 4650.465820
	Iteration 78Q: 3 clusters Score -1434716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1434719.500000 Penalty: 4650.465820
	Iteration 79Q: 3 clusters Score -1434720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1434726.750000 Penalty: 4650.465820
	Iteration 80F: 3 clusters Score -1434727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1434731.250000 Penalty: 4650.465820
	Iteration 81Q: 3 clusters Score -1434731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1434735.875000 Penalty: 4650.465820
	Iteration 82Q: 3 clusters Score -1434736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1434744.625000 Penalty: 4650.465820
	Iteration 83Q: 3 clusters Score -1434745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1434746.750000 Penalty: 4650.465820
	Iteration 84Q: 3 clusters Score -1434747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1434753.250000 Penalty: 4650.465820
	Iteration 85Q: 3 clusters Score -1434753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1434758.000000 Penalty: 4650.465820
	Iteration 86Q: 3 clusters Score -1434758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1434757.250000 Penalty: 4650.465820
	Iteration 87Q: 3 clusters Score -1434757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1434765.125000 Penalty: 4650.465820
	Iteration 88Q: 3 clusters Score -1434765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1434776.250000 Penalty: 4650.465820
	Iteration 89Q: 3 clusters Score -1434776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1434780.750000 Penalty: 4650.465820
	Iteration 90Q: 3 clusters Score -1434781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1434780.750000 Penalty: 4650.465820
	Iteration 91Q: 3 clusters Score -1434781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1434790.750000 Penalty: 4650.465820
	Iteration 92Q: 3 clusters Score -1434791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1434791.875000 Penalty: 4650.465820
	Iteration 93Q: 3 clusters Score -1434792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1434793.625000 Penalty: 4650.465820
	Iteration 94Q: 3 clusters Score -1434794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1434798.875000 Penalty: 4650.465820
	Iteration 95Q: 3 clusters Score -1434799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1434803.375000 Penalty: 4650.465820
	Iteration 96Q: 3 clusters Score -1434803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1434809.000000 Penalty: 4650.465820
	Iteration 97Q: 3 clusters Score -1434809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1434809.375000 Penalty: 4650.465820
	Iteration 98Q: 3 clusters Score -1434809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1434807.125000 Penalty: 4650.465820
	Iteration 99Q: 3 clusters Score -1434807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1434810.125000 Penalty: 4650.465820
	Iteration 100F: 3 clusters Score -1434810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1434811.750000 Penalty: 4650.465820
	Iteration 101Q: 3 clusters Score -1434812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1434811.875000 Penalty: 4650.465820
	Iteration 102Q: 3 clusters Score -1434812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1434814.750000 Penalty: 4650.465820
	Iteration 103Q: 3 clusters Score -1434815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1434813.750000 Penalty: 4650.465820
	Iteration 104Q: 3 clusters Score -1434814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1434818.250000 Penalty: 4650.465820
	Iteration 105Q: 3 clusters Score -1434818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1434815.375000 Penalty: 4650.465820
	Iteration 106Q: 3 clusters Score -1434815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1434817.875000 Penalty: 4650.465820
	Iteration 107Q: 3 clusters Score -1434818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1434818.000000 Penalty: 4650.465820
	Iteration 108Q: 3 clusters Score -1434818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1434816.750000 Penalty: 4650.465820
	Iteration 109Q: 3 clusters Score -1434817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1434819.125000 Penalty: 4650.465820
	Iteration 110Q: 3 clusters Score -1434819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1434819.125000 Penalty: 4650.465820
	Iteration 111Q: 3 clusters Score -1434819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1434820.125000 Penalty: 4650.465820
	Iteration 112Q: 3 clusters Score -1434820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1434820.875000 Penalty: 4650.465820
	Iteration 113Q: 3 clusters Score -1434821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1434823.125000 Penalty: 4650.465820
	Iteration 114Q: 3 clusters Score -1434823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1434823.500000 Penalty: 4650.465820
	Iteration 115Q: 3 clusters Score -1434824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1434823.250000 Penalty: 4650.465820
	Iteration 116Q: 3 clusters Score -1434823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1434824.375000 Penalty: 4650.465820
	Iteration 117Q: 3 clusters Score -1434824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1434821.875000 Penalty: 4650.465820
	Iteration 118Q: 3 clusters Score -1434822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1434825.625000 Penalty: 4650.465820
	Iteration 119Q: 3 clusters Score -1434826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1434825.875000 Penalty: 4650.465820
	Iteration 120F: 3 clusters Score -1434826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -131563.015625 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -131563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -129630.929688 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -129630.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -130405.515625 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -130405.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -130946.539062 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -130946.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -131336.765625 Penalty: 3523.655518
	Iteration 3F: 3 clusters Score -131336.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -131601.734375 Penalty: 3523.655518
	Iteration 4F: 3 clusters Score -131601.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -131734.328125 Penalty: 3523.655518
	Iteration 5F: 3 clusters Score -131734.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -131801.546875 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -131801.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -131829.031250 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -131829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -131857.718750 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -131857.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -131898.234375 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -131898.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -131932.296875 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -131932.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -131985.234375 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -131985.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -132000.703125 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -132000.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -132006.781250 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -132006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -132008.296875 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -132008.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -132013.703125 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -132013.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -132023.515625 Penalty: 3523.655518
	Iteration 16Q: 3 clusters Score -132023.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -132029.515625 Penalty: 3523.655518
	Iteration 17Q: 3 clusters Score -132029.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -132034.515625 Penalty: 3523.655518
	Iteration 18Q: 3 clusters Score -132034.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -132037.531250 Penalty: 3523.655518
	Iteration 19Q: 3 clusters Score -132037.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -132056.281250 Penalty: 3523.655518
	Iteration 20F: 3 clusters Score -132056.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -132100.875000 Penalty: 3523.655518
	Iteration 21Q: 3 clusters Score -132100.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132160.046875 Penalty: 3523.655518
	Iteration 22Q: 3 clusters Score -132160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132213.125000 Penalty: 3523.655518
	Iteration 23Q: 3 clusters Score -132213.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -132254.531250 Penalty: 3523.655518
	Iteration 24Q: 3 clusters Score -132254.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -132303.500000 Penalty: 3523.655518
	Iteration 25Q: 3 clusters Score -132303.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -132341.640625 Penalty: 3523.655518
	Iteration 26Q: 3 clusters Score -132341.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -132390.125000 Penalty: 3523.655518
	Iteration 27Q: 3 clusters Score -132390.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -132455.343750 Penalty: 3523.655518
	Iteration 28Q: 3 clusters Score -132455.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -132512.937500 Penalty: 3523.655518
	Iteration 29Q: 3 clusters Score -132512.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -132591.484375 Penalty: 3523.655518
	Iteration 30Q: 3 clusters Score -132591.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -132652.953125 Penalty: 3523.655518
	Iteration 31Q: 3 clusters Score -132653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -132722.859375 Penalty: 3523.655518
	Iteration 32Q: 3 clusters Score -132722.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -132810.062500 Penalty: 3523.655518
	Iteration 33Q: 3 clusters Score -132810.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -132872.968750 Penalty: 3523.655518
	Iteration 34Q: 3 clusters Score -132873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -132875.828125 Penalty: 3523.655518
	Iteration 35Q: 3 clusters Score -132875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -132878.562500 Penalty: 3523.655518
	Iteration 36Q: 3 clusters Score -132878.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -132898.140625 Penalty: 3523.655518
	Iteration 37F: 3 clusters Score -132898.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -132961.875000 Penalty: 3523.655518
	Iteration 38Q: 3 clusters Score -132961.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -133081.750000 Penalty: 3523.655518
	Iteration 39Q: 3 clusters Score -133081.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -133241.515625 Penalty: 3523.655518
	Iteration 40F: 3 clusters Score -133241.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -133408.593750 Penalty: 3523.655518
	Iteration 41Q: 3 clusters Score -133408.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -133445.296875 Penalty: 3523.655518
	Iteration 42Q: 3 clusters Score -133445.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -133462.453125 Penalty: 3523.655518
	Iteration 43Q: 3 clusters Score -133462.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -133462.453125 Penalty: 3523.655518
	Iteration 44F: 3 clusters Score -133462.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 27226 members 
Mstep: Class 3 contains 12743 members 
Mstep: Class 4 contains 175523 members 
Mstep: Class 5 contains 50980 members 
Mstep: Class 6 contains 168236 members 
Mstep: Class 7 contains 100249 members 
Mstep: Class 8 contains 78379 members 
Mstep: Class 9 contains 182532 members 
Mstep: Class 10 contains 8021 members 
Mstep: Class 11 contains 16219 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 8855 members 
Mstep: Class 15 contains 955 members 
Mstep: Class 16 contains 17288 members 
Mstep: Class 17 contains 7464 members 
Mstep: Class 18 contains 3698 members 
Mstep: Class 19 contains 7070 members 
Mstep: Class 20 contains 3617 members 
Mstep: Class 21 contains 9250 members 
Mstep: Class 22 contains 15129 members 
Mstep: Class 23 contains 12960 members 
Mstep: Class 24 contains 11801 members 
Mstep: Class 25 contains 699 members 
Mstep: Class 26 contains 11135 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 13060 members 
Mstep: Class 30 contains 7170 members 
Mstep: Class 31 contains 11918 members 
Mstep: Class 32 contains 14909 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 25245 members 
Mstep: Class 35 contains 15909 members 
Mstep: Class 36 contains 12909 members 
Mstep: Class 37 contains 4875 members 
Mstep: Class 38 contains 30188 members 
Mstep: Class 39 contains 6098 members 
Mstep: Class 40 contains 50991 members 
Mstep: Class 41 contains 66118 members 
Mstep: Class 42 contains 518 members 
Entering Unmasked Estep 
Score: -150783872.000000 Penalty: 145916.250000
Splitting cluster 25 changes total score from -150782320.000000 to -150783872.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 26 (11135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Entering Unmasked Estep 
Score: -1390628.875000 Penalty: 2310.826416
	Iteration 0F: 2 clusters Score -1390629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1382134.875000 Penalty: 4621.652832
	Iteration 0F: 3 clusters Score -1382135 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1384619.250000 Penalty: 4621.652832
	Iteration 1F: 3 clusters Score -1384619 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1385010.750000 Penalty: 4621.652832
	Iteration 2F: 3 clusters Score -1385011 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1385349.875000 Penalty: 4621.652832
	Iteration 3F: 3 clusters Score -1385350 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1385676.125000 Penalty: 4621.652832
	Iteration 4F: 3 clusters Score -1385676 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1386018.625000 Penalty: 4621.652832
	Iteration 5F: 3 clusters Score -1386019 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1386345.750000 Penalty: 4621.652832
	Iteration 6Q: 3 clusters Score -1386346 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1386650.250000 Penalty: 4621.652832
	Iteration 7Q: 3 clusters Score -1386650 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1386900.625000 Penalty: 4621.652832
	Iteration 8Q: 3 clusters Score -1386901 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1387167.250000 Penalty: 4621.652832
	Iteration 9Q: 3 clusters Score -1387167 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1387417.000000 Penalty: 4621.652832
	Iteration 10Q: 3 clusters Score -1387417 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1387691.375000 Penalty: 4621.652832
	Iteration 11Q: 3 clusters Score -1387691 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1387957.500000 Penalty: 4621.652832
	Iteration 12Q: 3 clusters Score -1387958 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1388203.875000 Penalty: 4621.652832
	Iteration 13Q: 3 clusters Score -1388204 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1388446.000000 Penalty: 4621.652832
	Iteration 14Q: 3 clusters Score -1388446 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1388662.750000 Penalty: 4621.652832
	Iteration 15Q: 3 clusters Score -1388663 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1388815.625000 Penalty: 4621.652832
	Iteration 16Q: 3 clusters Score -1388816 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1388948.000000 Penalty: 4621.652832
	Iteration 17Q: 3 clusters Score -1388948 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1389024.375000 Penalty: 4621.652832
	Iteration 18Q: 3 clusters Score -1389024 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1389082.125000 Penalty: 4621.652832
	Iteration 19Q: 3 clusters Score -1389082 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1389121.000000 Penalty: 4621.652832
	Iteration 20F: 3 clusters Score -1389121 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1389154.000000 Penalty: 4621.652832
	Iteration 21Q: 3 clusters Score -1389154 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1389176.375000 Penalty: 4621.652832
	Iteration 22Q: 3 clusters Score -1389176 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1389191.625000 Penalty: 4621.652832
	Iteration 23Q: 3 clusters Score -1389192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1389201.000000 Penalty: 4621.652832
	Iteration 24Q: 3 clusters Score -1389201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1389208.000000 Penalty: 4621.652832
	Iteration 25Q: 3 clusters Score -1389208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1389213.000000 Penalty: 4621.652832
	Iteration 26Q: 3 clusters Score -1389213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1389228.125000 Penalty: 4621.652832
	Iteration 27Q: 3 clusters Score -1389228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1389233.125000 Penalty: 4621.652832
	Iteration 28Q: 3 clusters Score -1389233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1389240.125000 Penalty: 4621.652832
	Iteration 29Q: 3 clusters Score -1389240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1389245.125000 Penalty: 4621.652832
	Iteration 30Q: 3 clusters Score -1389245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1389246.875000 Penalty: 4621.652832
	Iteration 31Q: 3 clusters Score -1389247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1389247.625000 Penalty: 4621.652832
	Iteration 32Q: 3 clusters Score -1389248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1389247.125000 Penalty: 4621.652832
	Iteration 33Q: 3 clusters Score -1389247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1389247.125000 Penalty: 4621.652832
	Iteration 34F: 3 clusters Score -1389247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Entering Unmasked Estep 
Score: -611123.000000 Penalty: 2098.392090
	Iteration 0F: 2 clusters Score -611123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -606777.312500 Penalty: 4196.784180
	Iteration 0F: 3 clusters Score -606777.3 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -607765.687500 Penalty: 4196.784180
	Iteration 1F: 3 clusters Score -607765.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -607983.812500 Penalty: 4196.784180
	Iteration 2F: 3 clusters Score -607983.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -608148.937500 Penalty: 4196.784180
	Iteration 3F: 3 clusters Score -608148.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -608248.250000 Penalty: 4196.784180
	Iteration 4Q: 3 clusters Score -608248.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -608326.000000 Penalty: 4196.784180
	Iteration 5Q: 3 clusters Score -608326 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -608389.562500 Penalty: 4196.784180
	Iteration 6Q: 3 clusters Score -608389.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -608436.875000 Penalty: 4196.784180
	Iteration 7Q: 3 clusters Score -608436.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -608479.312500 Penalty: 4196.784180
	Iteration 8Q: 3 clusters Score -608479.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -608515.687500 Penalty: 4196.784180
	Iteration 9Q: 3 clusters Score -608515.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -608542.250000 Penalty: 4196.784180
	Iteration 10Q: 3 clusters Score -608542.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -608559.750000 Penalty: 4196.784180
	Iteration 11Q: 3 clusters Score -608559.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -608571.437500 Penalty: 4196.784180
	Iteration 12Q: 3 clusters Score -608571.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -608577.500000 Penalty: 4196.784180
	Iteration 13Q: 3 clusters Score -608577.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -608583.875000 Penalty: 4196.784180
	Iteration 14Q: 3 clusters Score -608583.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -608597.937500 Penalty: 4196.784180
	Iteration 15Q: 3 clusters Score -608597.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -608608.437500 Penalty: 4196.784180
	Iteration 16Q: 3 clusters Score -608608.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -608618.687500 Penalty: 4196.784180
	Iteration 17Q: 3 clusters Score -608618.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -608625.562500 Penalty: 4196.784180
	Iteration 18Q: 3 clusters Score -608625.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -608635.875000 Penalty: 4196.784180
	Iteration 19Q: 3 clusters Score -608635.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -608645.375000 Penalty: 4196.784180
	Iteration 20F: 3 clusters Score -608645.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -608650.750000 Penalty: 4196.784180
	Iteration 21Q: 3 clusters Score -608650.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -608654.750000 Penalty: 4196.784180
	Iteration 22Q: 3 clusters Score -608654.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -608658.500000 Penalty: 4196.784180
	Iteration 23Q: 3 clusters Score -608658.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -608663.250000 Penalty: 4196.784180
	Iteration 24Q: 3 clusters Score -608663.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -608665.750000 Penalty: 4196.784180
	Iteration 25Q: 3 clusters Score -608665.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -608670.250000 Penalty: 4196.784180
	Iteration 26Q: 3 clusters Score -608670.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -608675.250000 Penalty: 4196.784180
	Iteration 27Q: 3 clusters Score -608675.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -608680.937500 Penalty: 4196.784180
	Iteration 28Q: 3 clusters Score -608680.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -608682.750000 Penalty: 4196.784180
	Iteration 29Q: 3 clusters Score -608682.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -608685.437500 Penalty: 4196.784180
	Iteration 30Q: 3 clusters Score -608685.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -608691.562500 Penalty: 4196.784180
	Iteration 31Q: 3 clusters Score -608691.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -608696.812500 Penalty: 4196.784180
	Iteration 32Q: 3 clusters Score -608696.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -608700.250000 Penalty: 4196.784180
	Iteration 33Q: 3 clusters Score -608700.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -608706.562500 Penalty: 4196.784180
	Iteration 34Q: 3 clusters Score -608706.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -608707.062500 Penalty: 4196.784180
	Iteration 35Q: 3 clusters Score -608707.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -608712.562500 Penalty: 4196.784180
	Iteration 36Q: 3 clusters Score -608712.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -608714.875000 Penalty: 4196.784180
	Iteration 37Q: 3 clusters Score -608714.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -608717.812500 Penalty: 4196.784180
	Iteration 38Q: 3 clusters Score -608717.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -608718.937500 Penalty: 4196.784180
	Iteration 39Q: 3 clusters Score -608718.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -608720.187500 Penalty: 4196.784180
	Iteration 40F: 3 clusters Score -608720.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -608722.312500 Penalty: 4196.784180
	Iteration 41Q: 3 clusters Score -608722.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -608722.687500 Penalty: 4196.784180
	Iteration 42Q: 3 clusters Score -608722.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -608724.437500 Penalty: 4196.784180
	Iteration 43Q: 3 clusters Score -608724.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -608725.625000 Penalty: 4196.784180
	Iteration 44Q: 3 clusters Score -608725.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -608727.437500 Penalty: 4196.784180
	Iteration 45Q: 3 clusters Score -608727.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -608732.250000 Penalty: 4196.784180
	Iteration 46Q: 3 clusters Score -608732.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -608735.062500 Penalty: 4196.784180
	Iteration 47Q: 3 clusters Score -608735.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -608738.125000 Penalty: 4196.784180
	Iteration 48Q: 3 clusters Score -608738.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -608740.000000 Penalty: 4196.784180
	Iteration 49Q: 3 clusters Score -608740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -608743.125000 Penalty: 4196.784180
	Iteration 50Q: 3 clusters Score -608743.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -608745.625000 Penalty: 4196.784180
	Iteration 51Q: 3 clusters Score -608745.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -608749.625000 Penalty: 4196.784180
	Iteration 52Q: 3 clusters Score -608749.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -608752.500000 Penalty: 4196.784180
	Iteration 53Q: 3 clusters Score -608752.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -608755.437500 Penalty: 4196.784180
	Iteration 54Q: 3 clusters Score -608755.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -608756.062500 Penalty: 4196.784180
	Iteration 55Q: 3 clusters Score -608756.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -608757.250000 Penalty: 4196.784180
	Iteration 56Q: 3 clusters Score -608757.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -608759.875000 Penalty: 4196.784180
	Iteration 57Q: 3 clusters Score -608759.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -608765.062500 Penalty: 4196.784180
	Iteration 58Q: 3 clusters Score -608765.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -608769.312500 Penalty: 4196.784180
	Iteration 59Q: 3 clusters Score -608769.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -608774.812500 Penalty: 4196.784180
	Iteration 60F: 3 clusters Score -608774.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -608780.750000 Penalty: 4196.784180
	Iteration 61Q: 3 clusters Score -608780.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -608786.250000 Penalty: 4196.784180
	Iteration 62Q: 3 clusters Score -608786.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -608794.750000 Penalty: 4196.784180
	Iteration 63Q: 3 clusters Score -608794.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -608802.812500 Penalty: 4196.784180
	Iteration 64Q: 3 clusters Score -608802.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -608811.312500 Penalty: 4196.784180
	Iteration 65Q: 3 clusters Score -608811.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -608818.562500 Penalty: 4196.784180
	Iteration 66Q: 3 clusters Score -608818.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -608830.062500 Penalty: 4196.784180
	Iteration 67Q: 3 clusters Score -608830.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -608846.937500 Penalty: 4196.784180
	Iteration 68Q: 3 clusters Score -608846.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -608867.625000 Penalty: 4196.784180
	Iteration 69Q: 3 clusters Score -608867.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -608889.500000 Penalty: 4196.784180
	Iteration 70Q: 3 clusters Score -608889.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -608923.562500 Penalty: 4196.784180
	Iteration 71Q: 3 clusters Score -608923.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -608970.375000 Penalty: 4196.784180
	Iteration 72Q: 3 clusters Score -608970.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -609034.375000 Penalty: 4196.784180
	Iteration 73Q: 3 clusters Score -609034.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -609114.437500 Penalty: 4196.784180
	Iteration 74Q: 3 clusters Score -609114.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -609200.687500 Penalty: 4196.784180
	Iteration 75Q: 3 clusters Score -609200.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -609285.375000 Penalty: 4196.784180
	Iteration 76Q: 3 clusters Score -609285.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -609350.687500 Penalty: 4196.784180
	Iteration 77Q: 3 clusters Score -609350.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -609395.312500 Penalty: 4196.784180
	Iteration 78Q: 3 clusters Score -609395.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -609418.500000 Penalty: 4196.784180
	Iteration 79Q: 3 clusters Score -609418.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -609430.687500 Penalty: 4196.784180
	Iteration 80F: 3 clusters Score -609430.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -609442.562500 Penalty: 4196.784180
	Iteration 81Q: 3 clusters Score -609442.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -609448.375000 Penalty: 4196.784180
	Iteration 82Q: 3 clusters Score -609448.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -609455.562500 Penalty: 4196.784180
	Iteration 83Q: 3 clusters Score -609455.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -609460.687500 Penalty: 4196.784180
	Iteration 84Q: 3 clusters Score -609460.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -609464.437500 Penalty: 4196.784180
	Iteration 85Q: 3 clusters Score -609464.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -609465.125000 Penalty: 4196.784180
	Iteration 86Q: 3 clusters Score -609465.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -609465.437500 Penalty: 4196.784180
	Iteration 87Q: 3 clusters Score -609465.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -609467.187500 Penalty: 4196.784180
	Iteration 88Q: 3 clusters Score -609467.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -609470.625000 Penalty: 4196.784180
	Iteration 89Q: 3 clusters Score -609470.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -609472.062500 Penalty: 4196.784180
	Iteration 90Q: 3 clusters Score -609472.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -609473.625000 Penalty: 4196.784180
	Iteration 91Q: 3 clusters Score -609473.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -609474.562500 Penalty: 4196.784180
	Iteration 92Q: 3 clusters Score -609474.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -609475.687500 Penalty: 4196.784180
	Iteration 93Q: 3 clusters Score -609475.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -609475.687500 Penalty: 4196.784180
	Iteration 94F: 3 clusters Score -609475.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -45541.292969 Penalty: 1501.500977
	Iteration 0F: 2 clusters Score -45541.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44291.988281 Penalty: 3003.001953
	Iteration 0F: 3 clusters Score -44291.99 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44503.195312 Penalty: 3003.001953
	Iteration 1F: 3 clusters Score -44503.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -44561.570312 Penalty: 3003.001953
	Iteration 2F: 3 clusters Score -44561.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -44591.371094 Penalty: 3003.001953
	Iteration 3Q: 3 clusters Score -44591.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -44625.710938 Penalty: 3003.001953
	Iteration 4Q: 3 clusters Score -44625.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -44634.058594 Penalty: 3003.001953
	Iteration 5Q: 3 clusters Score -44634.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -44696.535156 Penalty: 3003.001953
	Iteration 6Q: 3 clusters Score -44696.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -44780.207031 Penalty: 3003.001953
	Iteration 7Q: 3 clusters Score -44780.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -44826.457031 Penalty: 3003.001953
	Iteration 8Q: 3 clusters Score -44826.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -44874.675781 Penalty: 3003.001953
	Iteration 9Q: 3 clusters Score -44874.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -44890.171875 Penalty: 3003.001953
	Iteration 10Q: 3 clusters Score -44890.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -44899.753906 Penalty: 3003.001953
	Iteration 11Q: 3 clusters Score -44899.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -44902.011719 Penalty: 3003.001953
	Iteration 12Q: 3 clusters Score -44902.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -44903.468750 Penalty: 3003.001953
	Iteration 13Q: 3 clusters Score -44903.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -44903.468750 Penalty: 3003.001953
	Iteration 14F: 3 clusters Score -44903.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Entering Unmasked Estep 
Score: -1641128.125000 Penalty: 2350.372803
	Iteration 0F: 2 clusters Score -1641128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1631549.375000 Penalty: 4700.745605
	Iteration 0F: 3 clusters Score -1631549 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1634561.750000 Penalty: 4700.745605
	Iteration 1F: 3 clusters Score -1634562 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1635057.375000 Penalty: 4700.745605
	Iteration 2F: 3 clusters Score -1635057 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1635637.250000 Penalty: 4700.745605
	Iteration 3F: 3 clusters Score -1635637 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1636469.625000 Penalty: 4700.745605
	Iteration 4F: 3 clusters Score -1636470 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1637444.125000 Penalty: 4700.745605
	Iteration 5F: 3 clusters Score -1637444 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1638281.500000 Penalty: 4700.745605
	Iteration 6F: 3 clusters Score -1638282 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1638824.750000 Penalty: 4700.745605
	Iteration 7F: 3 clusters Score -1638825 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1639143.375000 Penalty: 4700.745605
	Iteration 8Q: 3 clusters Score -1639143 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1639318.375000 Penalty: 4700.745605
	Iteration 9Q: 3 clusters Score -1639318 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1639411.375000 Penalty: 4700.745605
	Iteration 10Q: 3 clusters Score -1639411 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1639457.125000 Penalty: 4700.745605
	Iteration 11Q: 3 clusters Score -1639457 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1639490.500000 Penalty: 4700.745605
	Iteration 12Q: 3 clusters Score -1639490 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1639505.625000 Penalty: 4700.745605
	Iteration 13Q: 3 clusters Score -1639506 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1639517.750000 Penalty: 4700.745605
	Iteration 14Q: 3 clusters Score -1639518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1639521.000000 Penalty: 4700.745605
	Iteration 15Q: 3 clusters Score -1639521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1639528.375000 Penalty: 4700.745605
	Iteration 16Q: 3 clusters Score -1639528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1639536.250000 Penalty: 4700.745605
	Iteration 17Q: 3 clusters Score -1639536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1639542.750000 Penalty: 4700.745605
	Iteration 18Q: 3 clusters Score -1639543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1639545.750000 Penalty: 4700.745605
	Iteration 19Q: 3 clusters Score -1639546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1639546.375000 Penalty: 4700.745605
	Iteration 20F: 3 clusters Score -1639546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1639549.250000 Penalty: 4700.745605
	Iteration 21Q: 3 clusters Score -1639549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1639547.375000 Penalty: 4700.745605
	Iteration 22Q: 3 clusters Score -1639547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1639549.000000 Penalty: 4700.745605
	Iteration 23Q: 3 clusters Score -1639549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1639553.250000 Penalty: 4700.745605
	Iteration 24Q: 3 clusters Score -1639553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1639553.250000 Penalty: 4700.745605
	Iteration 25Q: 3 clusters Score -1639553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1639554.250000 Penalty: 4700.745605
	Iteration 26Q: 3 clusters Score -1639554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1639554.750000 Penalty: 4700.745605
	Iteration 27Q: 3 clusters Score -1639555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1639560.000000 Penalty: 4700.745605
	Iteration 28Q: 3 clusters Score -1639560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1639554.750000 Penalty: 4700.745605
	Iteration 29Q: 3 clusters Score -1639555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1639554.250000 Penalty: 4700.745605
	Iteration 30Q: 3 clusters Score -1639554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1639554.250000 Penalty: 4700.745605
	Iteration 31F: 3 clusters Score -1639554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Entering Unmasked Estep 
Score: -879914.875000 Penalty: 2201.659912
	Iteration 0F: 2 clusters Score -879914.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -874092.625000 Penalty: 4403.319824
	Iteration 0F: 3 clusters Score -874092.6 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -875636.125000 Penalty: 4403.319824
	Iteration 1F: 3 clusters Score -875636.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -875911.437500 Penalty: 4403.319824
	Iteration 2F: 3 clusters Score -875911.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -876190.000000 Penalty: 4403.319824
	Iteration 3F: 3 clusters Score -876190 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -876425.000000 Penalty: 4403.319824
	Iteration 4Q: 3 clusters Score -876425 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -876615.937500 Penalty: 4403.319824
	Iteration 5Q: 3 clusters Score -876615.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -876758.500000 Penalty: 4403.319824
	Iteration 6Q: 3 clusters Score -876758.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -876885.937500 Penalty: 4403.319824
	Iteration 7Q: 3 clusters Score -876885.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -877030.625000 Penalty: 4403.319824
	Iteration 8Q: 3 clusters Score -877030.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -877215.375000 Penalty: 4403.319824
	Iteration 9Q: 3 clusters Score -877215.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -877453.812500 Penalty: 4403.319824
	Iteration 10Q: 3 clusters Score -877453.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -877676.125000 Penalty: 4403.319824
	Iteration 11Q: 3 clusters Score -877676.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -877865.437500 Penalty: 4403.319824
	Iteration 12Q: 3 clusters Score -877865.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -878042.562500 Penalty: 4403.319824
	Iteration 13Q: 3 clusters Score -878042.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -878206.937500 Penalty: 4403.319824
	Iteration 14Q: 3 clusters Score -878206.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -878353.562500 Penalty: 4403.319824
	Iteration 15Q: 3 clusters Score -878353.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -878496.000000 Penalty: 4403.319824
	Iteration 16Q: 3 clusters Score -878496 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -878594.000000 Penalty: 4403.319824
	Iteration 17Q: 3 clusters Score -878594 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -878678.125000 Penalty: 4403.319824
	Iteration 18Q: 3 clusters Score -878678.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -878741.812500 Penalty: 4403.319824
	Iteration 19Q: 3 clusters Score -878741.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -878787.250000 Penalty: 4403.319824
	Iteration 20F: 3 clusters Score -878787.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -878826.937500 Penalty: 4403.319824
	Iteration 21Q: 3 clusters Score -878826.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -878865.312500 Penalty: 4403.319824
	Iteration 22Q: 3 clusters Score -878865.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -878903.562500 Penalty: 4403.319824
	Iteration 23Q: 3 clusters Score -878903.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -878949.625000 Penalty: 4403.319824
	Iteration 24Q: 3 clusters Score -878949.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -878995.062500 Penalty: 4403.319824
	Iteration 25Q: 3 clusters Score -878995.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -879051.937500 Penalty: 4403.319824
	Iteration 26Q: 3 clusters Score -879051.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -879111.437500 Penalty: 4403.319824
	Iteration 27Q: 3 clusters Score -879111.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -879170.375000 Penalty: 4403.319824
	Iteration 28Q: 3 clusters Score -879170.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -879218.062500 Penalty: 4403.319824
	Iteration 29Q: 3 clusters Score -879218.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -879257.437500 Penalty: 4403.319824
	Iteration 30Q: 3 clusters Score -879257.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -879288.937500 Penalty: 4403.319824
	Iteration 31Q: 3 clusters Score -879288.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -879324.062500 Penalty: 4403.319824
	Iteration 32Q: 3 clusters Score -879324.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -879345.062500 Penalty: 4403.319824
	Iteration 33Q: 3 clusters Score -879345.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -879366.125000 Penalty: 4403.319824
	Iteration 34Q: 3 clusters Score -879366.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -879380.937500 Penalty: 4403.319824
	Iteration 35Q: 3 clusters Score -879380.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -879388.125000 Penalty: 4403.319824
	Iteration 36Q: 3 clusters Score -879388.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -879393.937500 Penalty: 4403.319824
	Iteration 37Q: 3 clusters Score -879393.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -879396.687500 Penalty: 4403.319824
	Iteration 38Q: 3 clusters Score -879396.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -879398.937500 Penalty: 4403.319824
	Iteration 39Q: 3 clusters Score -879398.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -879399.875000 Penalty: 4403.319824
	Iteration 40F: 3 clusters Score -879399.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -879399.500000 Penalty: 4403.319824
	Iteration 41Q: 3 clusters Score -879399.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -879400.625000 Penalty: 4403.319824
	Iteration 42Q: 3 clusters Score -879400.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -879400.625000 Penalty: 4403.319824
	Iteration 43F: 3 clusters Score -879400.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Entering Unmasked Estep 
Score: -1338449.000000 Penalty: 2327.679688
	Iteration 0F: 2 clusters Score -1338449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1329606.250000 Penalty: 4655.359375
	Iteration 0F: 3 clusters Score -1329606 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1332484.250000 Penalty: 4655.359375
	Iteration 1F: 3 clusters Score -1332484 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1333120.375000 Penalty: 4655.359375
	Iteration 2F: 3 clusters Score -1333120 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1333769.250000 Penalty: 4655.359375
	Iteration 3F: 3 clusters Score -1333769 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1334464.750000 Penalty: 4655.359375
	Iteration 4F: 3 clusters Score -1334465 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1335237.500000 Penalty: 4655.359375
	Iteration 5F: 3 clusters Score -1335238 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1335966.625000 Penalty: 4655.359375
	Iteration 6F: 3 clusters Score -1335967 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1336560.250000 Penalty: 4655.359375
	Iteration 7F: 3 clusters Score -1336560 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1336972.125000 Penalty: 4655.359375
	Iteration 8Q: 3 clusters Score -1336972 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1337223.000000 Penalty: 4655.359375
	Iteration 9Q: 3 clusters Score -1337223 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1337363.500000 Penalty: 4655.359375
	Iteration 10Q: 3 clusters Score -1337364 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1337442.000000 Penalty: 4655.359375
	Iteration 11Q: 3 clusters Score -1337442 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1337492.500000 Penalty: 4655.359375
	Iteration 12Q: 3 clusters Score -1337492 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1337521.125000 Penalty: 4655.359375
	Iteration 13Q: 3 clusters Score -1337521 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1337544.000000 Penalty: 4655.359375
	Iteration 14Q: 3 clusters Score -1337544 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1337556.000000 Penalty: 4655.359375
	Iteration 15Q: 3 clusters Score -1337556 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1337568.000000 Penalty: 4655.359375
	Iteration 16Q: 3 clusters Score -1337568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1337576.500000 Penalty: 4655.359375
	Iteration 17Q: 3 clusters Score -1337576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1337587.750000 Penalty: 4655.359375
	Iteration 18Q: 3 clusters Score -1337588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1337592.500000 Penalty: 4655.359375
	Iteration 19Q: 3 clusters Score -1337592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1337597.375000 Penalty: 4655.359375
	Iteration 20F: 3 clusters Score -1337597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1337601.750000 Penalty: 4655.359375
	Iteration 21Q: 3 clusters Score -1337602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1337606.375000 Penalty: 4655.359375
	Iteration 22Q: 3 clusters Score -1337606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1337616.250000 Penalty: 4655.359375
	Iteration 23Q: 3 clusters Score -1337616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1337620.000000 Penalty: 4655.359375
	Iteration 24Q: 3 clusters Score -1337620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1337628.875000 Penalty: 4655.359375
	Iteration 25Q: 3 clusters Score -1337629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1337632.500000 Penalty: 4655.359375
	Iteration 26Q: 3 clusters Score -1337632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1337636.500000 Penalty: 4655.359375
	Iteration 27Q: 3 clusters Score -1337636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1337645.000000 Penalty: 4655.359375
	Iteration 28Q: 3 clusters Score -1337645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1337649.750000 Penalty: 4655.359375
	Iteration 29Q: 3 clusters Score -1337650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1337656.875000 Penalty: 4655.359375
	Iteration 30Q: 3 clusters Score -1337657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1337660.500000 Penalty: 4655.359375
	Iteration 31Q: 3 clusters Score -1337660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1337661.125000 Penalty: 4655.359375
	Iteration 32Q: 3 clusters Score -1337661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1337666.250000 Penalty: 4655.359375
	Iteration 33Q: 3 clusters Score -1337666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1337670.375000 Penalty: 4655.359375
	Iteration 34Q: 3 clusters Score -1337670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1337673.875000 Penalty: 4655.359375
	Iteration 35Q: 3 clusters Score -1337674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1337675.625000 Penalty: 4655.359375
	Iteration 36Q: 3 clusters Score -1337676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1337677.500000 Penalty: 4655.359375
	Iteration 37Q: 3 clusters Score -1337678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1337678.000000 Penalty: 4655.359375
	Iteration 38Q: 3 clusters Score -1337678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1337681.250000 Penalty: 4655.359375
	Iteration 39Q: 3 clusters Score -1337681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1337685.125000 Penalty: 4655.359375
	Iteration 40F: 3 clusters Score -1337685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1337688.500000 Penalty: 4655.359375
	Iteration 41Q: 3 clusters Score -1337688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1337691.375000 Penalty: 4655.359375
	Iteration 42Q: 3 clusters Score -1337691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1337689.875000 Penalty: 4655.359375
	Iteration 43Q: 3 clusters Score -1337690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1337695.375000 Penalty: 4655.359375
	Iteration 44Q: 3 clusters Score -1337695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1337696.375000 Penalty: 4655.359375
	Iteration 45Q: 3 clusters Score -1337696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1337694.125000 Penalty: 4655.359375
	Iteration 46Q: 3 clusters Score -1337694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1337699.875000 Penalty: 4655.359375
	Iteration 47Q: 3 clusters Score -1337700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1337702.125000 Penalty: 4655.359375
	Iteration 48Q: 3 clusters Score -1337702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1337703.125000 Penalty: 4655.359375
	Iteration 49Q: 3 clusters Score -1337703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1337700.125000 Penalty: 4655.359375
	Iteration 50Q: 3 clusters Score -1337700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1337699.750000 Penalty: 4655.359375
	Iteration 51Q: 3 clusters Score -1337700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1337700.000000 Penalty: 4655.359375
	Iteration 52Q: 3 clusters Score -1337700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1337700.500000 Penalty: 4655.359375
	Iteration 53Q: 3 clusters Score -1337700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1337701.625000 Penalty: 4655.359375
	Iteration 54Q: 3 clusters Score -1337702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1337701.750000 Penalty: 4655.359375
	Iteration 55Q: 3 clusters Score -1337702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1337702.375000 Penalty: 4655.359375
	Iteration 56Q: 3 clusters Score -1337702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1337704.750000 Penalty: 4655.359375
	Iteration 57Q: 3 clusters Score -1337705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1337704.750000 Penalty: 4655.359375
	Iteration 58F: 3 clusters Score -1337705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Entering Unmasked Estep 
Score: -1952277.625000 Penalty: 2383.210693
	Iteration 0F: 2 clusters Score -1952278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1941552.750000 Penalty: 4766.421387
	Iteration 0F: 3 clusters Score -1941553 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1944957.500000 Penalty: 4766.421387
	Iteration 1F: 3 clusters Score -1944958 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1945334.125000 Penalty: 4766.421387
	Iteration 2F: 3 clusters Score -1945334 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1945667.000000 Penalty: 4766.421387
	Iteration 3F: 3 clusters Score -1945667 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1946032.000000 Penalty: 4766.421387
	Iteration 4Q: 3 clusters Score -1946032 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1946468.875000 Penalty: 4766.421387
	Iteration 5F: 3 clusters Score -1946469 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1946946.625000 Penalty: 4766.421387
	Iteration 6F: 3 clusters Score -1946947 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1947559.250000 Penalty: 4766.421387
	Iteration 7F: 3 clusters Score -1947559 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1948217.875000 Penalty: 4766.421387
	Iteration 8F: 3 clusters Score -1948218 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1948849.625000 Penalty: 4766.421387
	Iteration 9F: 3 clusters Score -1948850 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1949323.000000 Penalty: 4766.421387
	Iteration 10Q: 3 clusters Score -1949323 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1949658.375000 Penalty: 4766.421387
	Iteration 11Q: 3 clusters Score -1949658 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1949869.500000 Penalty: 4766.421387
	Iteration 12Q: 3 clusters Score -1949870 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1949993.750000 Penalty: 4766.421387
	Iteration 13Q: 3 clusters Score -1949994 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1950077.625000 Penalty: 4766.421387
	Iteration 14Q: 3 clusters Score -1950078 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1950123.875000 Penalty: 4766.421387
	Iteration 15Q: 3 clusters Score -1950124 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1950161.625000 Penalty: 4766.421387
	Iteration 16Q: 3 clusters Score -1950162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1950188.875000 Penalty: 4766.421387
	Iteration 17Q: 3 clusters Score -1950189 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1950212.000000 Penalty: 4766.421387
	Iteration 18Q: 3 clusters Score -1950212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1950235.000000 Penalty: 4766.421387
	Iteration 19Q: 3 clusters Score -1950235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1950246.125000 Penalty: 4766.421387
	Iteration 20F: 3 clusters Score -1950246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1950257.750000 Penalty: 4766.421387
	Iteration 21Q: 3 clusters Score -1950258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1950280.375000 Penalty: 4766.421387
	Iteration 22Q: 3 clusters Score -1950280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1950293.250000 Penalty: 4766.421387
	Iteration 23Q: 3 clusters Score -1950293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1950301.625000 Penalty: 4766.421387
	Iteration 24Q: 3 clusters Score -1950302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1950305.875000 Penalty: 4766.421387
	Iteration 25Q: 3 clusters Score -1950306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1950307.500000 Penalty: 4766.421387
	Iteration 26Q: 3 clusters Score -1950308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1950317.250000 Penalty: 4766.421387
	Iteration 27Q: 3 clusters Score -1950317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1950320.875000 Penalty: 4766.421387
	Iteration 28Q: 3 clusters Score -1950321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1950328.750000 Penalty: 4766.421387
	Iteration 29Q: 3 clusters Score -1950329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1950328.125000 Penalty: 4766.421387
	Iteration 30Q: 3 clusters Score -1950328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1950336.125000 Penalty: 4766.421387
	Iteration 31Q: 3 clusters Score -1950336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1950340.875000 Penalty: 4766.421387
	Iteration 32Q: 3 clusters Score -1950341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1950343.625000 Penalty: 4766.421387
	Iteration 33Q: 3 clusters Score -1950344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1950344.750000 Penalty: 4766.421387
	Iteration 34Q: 3 clusters Score -1950345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1950343.250000 Penalty: 4766.421387
	Iteration 35Q: 3 clusters Score -1950343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1950343.250000 Penalty: 4766.421387
	Iteration 36F: 3 clusters Score -1950343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Entering Unmasked Estep 
Score: -357014.250000 Penalty: 1961.917480
	Iteration 0F: 2 clusters Score -357014.2 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 1389 members 
Entering Unmasked Estep 
Score: -353894.000000 Penalty: 3923.834961
	Iteration 0F: 3 clusters Score -353894 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -354492.687500 Penalty: 3923.834961
	Iteration 1F: 3 clusters Score -354492.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -354629.250000 Penalty: 3923.834961
	Iteration 2F: 3 clusters Score -354629.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -354708.906250 Penalty: 3923.834961
	Iteration 3Q: 3 clusters Score -354708.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -354745.437500 Penalty: 3923.834961
	Iteration 4Q: 3 clusters Score -354745.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -354772.468750 Penalty: 3923.834961
	Iteration 5Q: 3 clusters Score -354772.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -354795.593750 Penalty: 3923.834961
	Iteration 6Q: 3 clusters Score -354795.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -354816.062500 Penalty: 3923.834961
	Iteration 7Q: 3 clusters Score -354816.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -354835.656250 Penalty: 3923.834961
	Iteration 8Q: 3 clusters Score -354835.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -354848.125000 Penalty: 3923.834961
	Iteration 9Q: 3 clusters Score -354848.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -354857.843750 Penalty: 3923.834961
	Iteration 10Q: 3 clusters Score -354857.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -354866.031250 Penalty: 3923.834961
	Iteration 11Q: 3 clusters Score -354866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -354870.593750 Penalty: 3923.834961
	Iteration 12Q: 3 clusters Score -354870.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -354873.312500 Penalty: 3923.834961
	Iteration 13Q: 3 clusters Score -354873.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -354876.031250 Penalty: 3923.834961
	Iteration 14Q: 3 clusters Score -354876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -354879.000000 Penalty: 3923.834961
	Iteration 15Q: 3 clusters Score -354879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -354883.406250 Penalty: 3923.834961
	Iteration 16Q: 3 clusters Score -354883.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -354886.281250 Penalty: 3923.834961
	Iteration 17Q: 3 clusters Score -354886.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -354890.500000 Penalty: 3923.834961
	Iteration 18Q: 3 clusters Score -354890.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -354893.593750 Penalty: 3923.834961
	Iteration 19Q: 3 clusters Score -354893.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -354898.281250 Penalty: 3923.834961
	Iteration 20F: 3 clusters Score -354898.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -354899.343750 Penalty: 3923.834961
	Iteration 21Q: 3 clusters Score -354899.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -354901.531250 Penalty: 3923.834961
	Iteration 22Q: 3 clusters Score -354901.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -354902.531250 Penalty: 3923.834961
	Iteration 23Q: 3 clusters Score -354902.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -354904.437500 Penalty: 3923.834961
	Iteration 24Q: 3 clusters Score -354904.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -354905.156250 Penalty: 3923.834961
	Iteration 25Q: 3 clusters Score -354905.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -354906.187500 Penalty: 3923.834961
	Iteration 26Q: 3 clusters Score -354906.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -354908.375000 Penalty: 3923.834961
	Iteration 27Q: 3 clusters Score -354908.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -354909.093750 Penalty: 3923.834961
	Iteration 28Q: 3 clusters Score -354909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -354909.093750 Penalty: 3923.834961
	Iteration 29Q: 3 clusters Score -354909.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -354909.093750 Penalty: 3923.834961
	Iteration 30F: 3 clusters Score -354909.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (25245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Entering Unmasked Estep 
Score: -3178550.250000 Penalty: 2513.822998
	Iteration 0F: 2 clusters Score -3178550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3160955.250000 Penalty: 5027.645996
	Iteration 0F: 3 clusters Score -3160955 nChanged 11426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -3167299.500000 Penalty: 5027.645996
	Iteration 1F: 3 clusters Score -3167300 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3167937.500000 Penalty: 5027.645996
	Iteration 2F: 3 clusters Score -3167938 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -3168735.250000 Penalty: 5027.645996
	Iteration 3F: 3 clusters Score -3168735 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -3169614.750000 Penalty: 5027.645996
	Iteration 4F: 3 clusters Score -3169615 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3170650.250000 Penalty: 5027.645996
	Iteration 5F: 3 clusters Score -3170650 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3171878.000000 Penalty: 5027.645996
	Iteration 6F: 3 clusters Score -3171878 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -3173218.500000 Penalty: 5027.645996
	Iteration 7F: 3 clusters Score -3173218 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -3174444.500000 Penalty: 5027.645996
	Iteration 8F: 3 clusters Score -3174444 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -3175608.000000 Penalty: 5027.645996
	Iteration 9F: 3 clusters Score -3175608 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -3176504.000000 Penalty: 5027.645996
	Iteration 10Q: 3 clusters Score -3176504 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -3177180.250000 Penalty: 5027.645996
	Iteration 11Q: 3 clusters Score -3177180 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -3177722.250000 Penalty: 5027.645996
	Iteration 12Q: 3 clusters Score -3177722 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -3178065.500000 Penalty: 5027.645996
	Iteration 13Q: 3 clusters Score -3178066 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -3178246.500000 Penalty: 5027.645996
	Iteration 14Q: 3 clusters Score -3178246 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3178363.500000 Penalty: 5027.645996
	Iteration 15Q: 3 clusters Score -3178364 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -3178436.250000 Penalty: 5027.645996
	Iteration 16Q: 3 clusters Score -3178436 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3178475.250000 Penalty: 5027.645996
	Iteration 17Q: 3 clusters Score -3178475 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3178502.500000 Penalty: 5027.645996
	Iteration 18Q: 3 clusters Score -3178502 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3178526.500000 Penalty: 5027.645996
	Iteration 19Q: 3 clusters Score -3178526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -3178532.000000 Penalty: 5027.645996
	Iteration 20F: 3 clusters Score -3178532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3178548.500000 Penalty: 5027.645996
	Iteration 21Q: 3 clusters Score -3178548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -3178557.750000 Penalty: 5027.645996
	Iteration 22Q: 3 clusters Score -3178558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3178554.000000 Penalty: 5027.645996
	Iteration 23Q: 3 clusters Score -3178554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -3178561.750000 Penalty: 5027.645996
	Iteration 24Q: 3 clusters Score -3178562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3178569.250000 Penalty: 5027.645996
	Iteration 25Q: 3 clusters Score -3178569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -3178569.500000 Penalty: 5027.645996
	Iteration 26Q: 3 clusters Score -3178570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3178565.250000 Penalty: 5027.645996
	Iteration 27Q: 3 clusters Score -3178565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -3178566.750000 Penalty: 5027.645996
	Iteration 28Q: 3 clusters Score -3178567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3178566.500000 Penalty: 5027.645996
	Iteration 29Q: 3 clusters Score -3178566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3178568.250000 Penalty: 5027.645996
	Iteration 30Q: 3 clusters Score -3178568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -3178573.750000 Penalty: 5027.645996
	Iteration 31Q: 3 clusters Score -3178574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3178574.000000 Penalty: 5027.645996
	Iteration 32Q: 3 clusters Score -3178574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3178574.000000 Penalty: 5027.645996
	Iteration 33F: 3 clusters Score -3178574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 27226 members 
Mstep: Class 3 contains 12743 members 
Mstep: Class 4 contains 175523 members 
Mstep: Class 5 contains 50980 members 
Mstep: Class 6 contains 168236 members 
Mstep: Class 7 contains 100249 members 
Mstep: Class 8 contains 78379 members 
Mstep: Class 9 contains 182532 members 
Mstep: Class 10 contains 8021 members 
Mstep: Class 11 contains 16219 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 8855 members 
Mstep: Class 15 contains 955 members 
Mstep: Class 16 contains 17288 members 
Mstep: Class 17 contains 7464 members 
Mstep: Class 18 contains 3698 members 
Mstep: Class 19 contains 7070 members 
Mstep: Class 20 contains 3617 members 
Mstep: Class 21 contains 9250 members 
Mstep: Class 22 contains 15129 members 
Mstep: Class 23 contains 12960 members 
Mstep: Class 24 contains 11801 members 
Mstep: Class 25 contains 699 members 
Mstep: Class 26 contains 11135 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 13060 members 
Mstep: Class 30 contains 7170 members 
Mstep: Class 31 contains 11918 members 
Mstep: Class 32 contains 14909 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 1559 members 
Mstep: Class 35 contains 15909 members 
Mstep: Class 36 contains 12909 members 
Mstep: Class 37 contains 4875 members 
Mstep: Class 38 contains 30188 members 
Mstep: Class 39 contains 6098 members 
Mstep: Class 40 contains 50991 members 
Mstep: Class 41 contains 66118 members 
Mstep: Class 42 contains 518 members 
Mstep: Class 43 contains 23686 members 
Entering Unmasked Estep 
Score: -150782400.000000 Penalty: 149390.437500
Splitting cluster 34 changes total score from -150782320.000000 to -150782400.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 35 (15909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Entering Unmasked Estep 
Score: -1951709.000000 Penalty: 2399.310791
	Iteration 0F: 2 clusters Score -1951709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1940287.625000 Penalty: 4798.621582
	Iteration 0F: 3 clusters Score -1940288 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1943937.250000 Penalty: 4798.621582
	Iteration 1F: 3 clusters Score -1943937 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1944445.875000 Penalty: 4798.621582
	Iteration 2F: 3 clusters Score -1944446 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1944895.625000 Penalty: 4798.621582
	Iteration 3F: 3 clusters Score -1944896 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1945311.500000 Penalty: 4798.621582
	Iteration 4F: 3 clusters Score -1945312 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1945702.375000 Penalty: 4798.621582
	Iteration 5Q: 3 clusters Score -1945702 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1946064.500000 Penalty: 4798.621582
	Iteration 6Q: 3 clusters Score -1946064 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1946441.125000 Penalty: 4798.621582
	Iteration 7Q: 3 clusters Score -1946441 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1946781.750000 Penalty: 4798.621582
	Iteration 8Q: 3 clusters Score -1946782 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1947100.375000 Penalty: 4798.621582
	Iteration 9Q: 3 clusters Score -1947100 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1947423.375000 Penalty: 4798.621582
	Iteration 10Q: 3 clusters Score -1947423 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1947754.125000 Penalty: 4798.621582
	Iteration 11Q: 3 clusters Score -1947754 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1948056.125000 Penalty: 4798.621582
	Iteration 12Q: 3 clusters Score -1948056 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1948289.875000 Penalty: 4798.621582
	Iteration 13Q: 3 clusters Score -1948290 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1948505.250000 Penalty: 4798.621582
	Iteration 14Q: 3 clusters Score -1948505 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1948695.625000 Penalty: 4798.621582
	Iteration 15Q: 3 clusters Score -1948696 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1948883.625000 Penalty: 4798.621582
	Iteration 16Q: 3 clusters Score -1948884 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1949060.875000 Penalty: 4798.621582
	Iteration 17Q: 3 clusters Score -1949061 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1949204.750000 Penalty: 4798.621582
	Iteration 18Q: 3 clusters Score -1949205 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1949331.625000 Penalty: 4798.621582
	Iteration 19Q: 3 clusters Score -1949332 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1949452.500000 Penalty: 4798.621582
	Iteration 20F: 3 clusters Score -1949452 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1949569.000000 Penalty: 4798.621582
	Iteration 21Q: 3 clusters Score -1949569 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1949672.375000 Penalty: 4798.621582
	Iteration 22Q: 3 clusters Score -1949672 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1949761.625000 Penalty: 4798.621582
	Iteration 23Q: 3 clusters Score -1949762 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1949825.500000 Penalty: 4798.621582
	Iteration 24Q: 3 clusters Score -1949826 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1949870.875000 Penalty: 4798.621582
	Iteration 25Q: 3 clusters Score -1949871 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1949906.125000 Penalty: 4798.621582
	Iteration 26Q: 3 clusters Score -1949906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1949930.125000 Penalty: 4798.621582
	Iteration 27Q: 3 clusters Score -1949930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1949946.875000 Penalty: 4798.621582
	Iteration 28Q: 3 clusters Score -1949947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1949962.500000 Penalty: 4798.621582
	Iteration 29Q: 3 clusters Score -1949962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1949975.500000 Penalty: 4798.621582
	Iteration 30Q: 3 clusters Score -1949976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1949979.875000 Penalty: 4798.621582
	Iteration 31Q: 3 clusters Score -1949980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1949987.625000 Penalty: 4798.621582
	Iteration 32Q: 3 clusters Score -1949988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1949990.500000 Penalty: 4798.621582
	Iteration 33Q: 3 clusters Score -1949990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1949994.125000 Penalty: 4798.621582
	Iteration 34Q: 3 clusters Score -1949994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1950002.875000 Penalty: 4798.621582
	Iteration 35Q: 3 clusters Score -1950003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1950011.250000 Penalty: 4798.621582
	Iteration 36Q: 3 clusters Score -1950011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1950014.750000 Penalty: 4798.621582
	Iteration 37Q: 3 clusters Score -1950015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1950020.125000 Penalty: 4798.621582
	Iteration 38Q: 3 clusters Score -1950020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1950021.250000 Penalty: 4798.621582
	Iteration 39Q: 3 clusters Score -1950021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1950023.875000 Penalty: 4798.621582
	Iteration 40F: 3 clusters Score -1950024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1950028.875000 Penalty: 4798.621582
	Iteration 41Q: 3 clusters Score -1950029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1950029.250000 Penalty: 4798.621582
	Iteration 42Q: 3 clusters Score -1950029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1950036.125000 Penalty: 4798.621582
	Iteration 43Q: 3 clusters Score -1950036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1950040.875000 Penalty: 4798.621582
	Iteration 44Q: 3 clusters Score -1950041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1950045.000000 Penalty: 4798.621582
	Iteration 45Q: 3 clusters Score -1950045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1950049.750000 Penalty: 4798.621582
	Iteration 46Q: 3 clusters Score -1950050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1950059.125000 Penalty: 4798.621582
	Iteration 47Q: 3 clusters Score -1950059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1950063.750000 Penalty: 4798.621582
	Iteration 48Q: 3 clusters Score -1950064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1950064.500000 Penalty: 4798.621582
	Iteration 49Q: 3 clusters Score -1950064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1950067.125000 Penalty: 4798.621582
	Iteration 50Q: 3 clusters Score -1950067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1950072.250000 Penalty: 4798.621582
	Iteration 51Q: 3 clusters Score -1950072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1950074.000000 Penalty: 4798.621582
	Iteration 52Q: 3 clusters Score -1950074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1950074.750000 Penalty: 4798.621582
	Iteration 53Q: 3 clusters Score -1950075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1950078.625000 Penalty: 4798.621582
	Iteration 54Q: 3 clusters Score -1950079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1950081.125000 Penalty: 4798.621582
	Iteration 55Q: 3 clusters Score -1950081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1950084.625000 Penalty: 4798.621582
	Iteration 56Q: 3 clusters Score -1950085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1950085.375000 Penalty: 4798.621582
	Iteration 57Q: 3 clusters Score -1950085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1950087.375000 Penalty: 4798.621582
	Iteration 58Q: 3 clusters Score -1950087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1950088.000000 Penalty: 4798.621582
	Iteration 59Q: 3 clusters Score -1950088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1950090.500000 Penalty: 4798.621582
	Iteration 60F: 3 clusters Score -1950090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1950095.750000 Penalty: 4798.621582
	Iteration 61Q: 3 clusters Score -1950096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1950095.125000 Penalty: 4798.621582
	Iteration 62Q: 3 clusters Score -1950095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1950096.375000 Penalty: 4798.621582
	Iteration 63Q: 3 clusters Score -1950096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1950095.375000 Penalty: 4798.621582
	Iteration 64Q: 3 clusters Score -1950095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1950095.375000 Penalty: 4798.621582
	Iteration 65Q: 3 clusters Score -1950095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1950095.375000 Penalty: 4798.621582
	Iteration 66F: 3 clusters Score -1950095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Entering Unmasked Estep 
Score: -1631994.125000 Penalty: 2347.488770
	Iteration 0F: 2 clusters Score -1631994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1622479.250000 Penalty: 4694.977539
	Iteration 0F: 3 clusters Score -1622479 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1625522.125000 Penalty: 4694.977539
	Iteration 1F: 3 clusters Score -1625522 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1626009.250000 Penalty: 4694.977539
	Iteration 2F: 3 clusters Score -1626009 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1626455.625000 Penalty: 4694.977539
	Iteration 3F: 3 clusters Score -1626456 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1626960.500000 Penalty: 4694.977539
	Iteration 4F: 3 clusters Score -1626960 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1627516.500000 Penalty: 4694.977539
	Iteration 5F: 3 clusters Score -1627516 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1628061.125000 Penalty: 4694.977539
	Iteration 6F: 3 clusters Score -1628061 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1628586.125000 Penalty: 4694.977539
	Iteration 7F: 3 clusters Score -1628586 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1628985.000000 Penalty: 4694.977539
	Iteration 8Q: 3 clusters Score -1628985 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1629289.125000 Penalty: 4694.977539
	Iteration 9Q: 3 clusters Score -1629289 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1629482.250000 Penalty: 4694.977539
	Iteration 10Q: 3 clusters Score -1629482 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1629604.250000 Penalty: 4694.977539
	Iteration 11Q: 3 clusters Score -1629604 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1629681.250000 Penalty: 4694.977539
	Iteration 12Q: 3 clusters Score -1629681 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1629724.625000 Penalty: 4694.977539
	Iteration 13Q: 3 clusters Score -1629725 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1629756.125000 Penalty: 4694.977539
	Iteration 14Q: 3 clusters Score -1629756 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1629790.750000 Penalty: 4694.977539
	Iteration 15Q: 3 clusters Score -1629791 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1629805.500000 Penalty: 4694.977539
	Iteration 16Q: 3 clusters Score -1629806 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1629816.000000 Penalty: 4694.977539
	Iteration 17Q: 3 clusters Score -1629816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1629825.875000 Penalty: 4694.977539
	Iteration 18Q: 3 clusters Score -1629826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1629833.625000 Penalty: 4694.977539
	Iteration 19Q: 3 clusters Score -1629834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1629837.000000 Penalty: 4694.977539
	Iteration 20F: 3 clusters Score -1629837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1629843.375000 Penalty: 4694.977539
	Iteration 21Q: 3 clusters Score -1629843 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1629849.125000 Penalty: 4694.977539
	Iteration 22Q: 3 clusters Score -1629849 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1629852 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1629864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1629870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1629878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1629886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1629892 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1629898 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1629908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1629913 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1629918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1629929 nChanged 34
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Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1629933 nChanged 26
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Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1629935 nChanged 31
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Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1629935 nChanged 25
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Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1629940 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1629947 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1629953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1629955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1629952 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1629956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1629958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1629964 nChanged 24
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Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1629967 nChanged 24
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Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1629970 nChanged 37
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Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1629970 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1629977 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1629988 nChanged 26
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Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1629988 nChanged 28
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Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1629992 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1629996 nChanged 30
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Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1630004 nChanged 33
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Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1630004 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1630014 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1630019 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1630026 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1630042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1630045 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1630055 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1630068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1630083 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1630089 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1630094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1630106 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 5331 members 
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	Iteration 66Q: 3 clusters Score -1630108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1630122 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1630134 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1630149 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1630157 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1630158 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1630166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1630172 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1630178 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 4920 members 
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	Iteration 75Q: 3 clusters Score -1630179 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8020 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1630182 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1630185 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1630194 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1630199 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1630210.875000 Penalty: 4694.977539
	Iteration 80F: 3 clusters Score -1630211 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1630217.000000 Penalty: 4694.977539
	Iteration 81Q: 3 clusters Score -1630217 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1630220 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1630232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1630240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1630238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1630250 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1630256 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1630262 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1630264 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1630269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1630274.875000 Penalty: 4694.977539
	Iteration 91Q: 3 clusters Score -1630275 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1630287 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1630288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1630298 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1630308 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1630314.500000 Penalty: 4694.977539
	Iteration 96Q: 3 clusters Score -1630314 nChanged 45
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Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1630325.875000 Penalty: 4694.977539
	Iteration 97Q: 3 clusters Score -1630326 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1630330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1630338.250000 Penalty: 4694.977539
	Iteration 99Q: 3 clusters Score -1630338 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1630343.125000 Penalty: 4694.977539
	Iteration 100F: 3 clusters Score -1630343 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1630352 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1630364 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1630367.000000 Penalty: 4694.977539
	Iteration 103Q: 3 clusters Score -1630367 nChanged 23
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Mstep: Class 1 contains 9030 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1630367 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1630373.625000 Penalty: 4694.977539
	Iteration 105Q: 3 clusters Score -1630374 nChanged 18
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Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1630374 nChanged 13
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Mstep: Class 1 contains 9080 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1630377 nChanged 10
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Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1630378 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1630377 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1630382.875000 Penalty: 4694.977539
	Iteration 110Q: 3 clusters Score -1630383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1630381.375000 Penalty: 4694.977539
	Iteration 111Q: 3 clusters Score -1630381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1630387.500000 Penalty: 4694.977539
	Iteration 112Q: 3 clusters Score -1630388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1630395.875000 Penalty: 4694.977539
	Iteration 113Q: 3 clusters Score -1630396 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1630393.250000 Penalty: 4694.977539
	Iteration 114Q: 3 clusters Score -1630393 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1630397.875000 Penalty: 4694.977539
	Iteration 115Q: 3 clusters Score -1630398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1630401.000000 Penalty: 4694.977539
	Iteration 116Q: 3 clusters Score -1630401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1630402.375000 Penalty: 4694.977539
	Iteration 117Q: 3 clusters Score -1630402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1630407.625000 Penalty: 4694.977539
	Iteration 118Q: 3 clusters Score -1630408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1630411.250000 Penalty: 4694.977539
	Iteration 119Q: 3 clusters Score -1630411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1630414.500000 Penalty: 4694.977539
	Iteration 120F: 3 clusters Score -1630414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1630413.375000 Penalty: 4694.977539
	Iteration 121Q: 3 clusters Score -1630413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1630414.375000 Penalty: 4694.977539
	Iteration 122Q: 3 clusters Score -1630414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1630422.750000 Penalty: 4694.977539
	Iteration 123Q: 3 clusters Score -1630423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1630428.500000 Penalty: 4694.977539
	Iteration 124Q: 3 clusters Score -1630428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1630426.875000 Penalty: 4694.977539
	Iteration 125Q: 3 clusters Score -1630427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1630427.875000 Penalty: 4694.977539
	Iteration 126Q: 3 clusters Score -1630428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1630429.000000 Penalty: 4694.977539
	Iteration 127Q: 3 clusters Score -1630429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1630433.500000 Penalty: 4694.977539
	Iteration 128Q: 3 clusters Score -1630434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1630435.500000 Penalty: 4694.977539
	Iteration 129Q: 3 clusters Score -1630436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1630437.500000 Penalty: 4694.977539
	Iteration 130Q: 3 clusters Score -1630438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1630436.500000 Penalty: 4694.977539
	Iteration 131Q: 3 clusters Score -1630436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1630434.375000 Penalty: 4694.977539
	Iteration 132Q: 3 clusters Score -1630434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1630434.875000 Penalty: 4694.977539
	Iteration 133Q: 3 clusters Score -1630435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1630434.000000 Penalty: 4694.977539
	Iteration 134Q: 3 clusters Score -1630434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1630437.750000 Penalty: 4694.977539
	Iteration 135Q: 3 clusters Score -1630438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1630439.875000 Penalty: 4694.977539
	Iteration 136Q: 3 clusters Score -1630440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1630436.625000 Penalty: 4694.977539
	Iteration 137Q: 3 clusters Score -1630437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1630440.875000 Penalty: 4694.977539
	Iteration 138Q: 3 clusters Score -1630441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1630439.250000 Penalty: 4694.977539
	Iteration 139Q: 3 clusters Score -1630439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1630443.750000 Penalty: 4694.977539
	Iteration 140F: 3 clusters Score -1630444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1630443.875000 Penalty: 4694.977539
	Iteration 141Q: 3 clusters Score -1630444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1630441.375000 Penalty: 4694.977539
	Iteration 142Q: 3 clusters Score -1630441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1630441.750000 Penalty: 4694.977539
	Iteration 143Q: 3 clusters Score -1630442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1630447.125000 Penalty: 4694.977539
	Iteration 144Q: 3 clusters Score -1630447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1630450.250000 Penalty: 4694.977539
	Iteration 145Q: 3 clusters Score -1630450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1630449.000000 Penalty: 4694.977539
	Iteration 146Q: 3 clusters Score -1630449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1630448.625000 Penalty: 4694.977539
	Iteration 147Q: 3 clusters Score -1630449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1630447.125000 Penalty: 4694.977539
	Iteration 148Q: 3 clusters Score -1630447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1630448.125000 Penalty: 4694.977539
	Iteration 149Q: 3 clusters Score -1630448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1630448.125000 Penalty: 4694.977539
	Iteration 150F: 3 clusters Score -1630448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Entering Unmasked Estep 
Score: -560349.062500 Penalty: 2105.985107
	Iteration 0F: 2 clusters Score -560349.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -555942.187500 Penalty: 4211.970215
	Iteration 0F: 3 clusters Score -555942.2 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -557227.750000 Penalty: 4211.970215
	Iteration 1F: 3 clusters Score -557227.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -557774.937500 Penalty: 4211.970215
	Iteration 2F: 3 clusters Score -557774.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -558315.437500 Penalty: 4211.970215
	Iteration 3F: 3 clusters Score -558315.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -558709.875000 Penalty: 4211.970215
	Iteration 4F: 3 clusters Score -558709.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -558950.500000 Penalty: 4211.970215
	Iteration 5F: 3 clusters Score -558950.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -559090.250000 Penalty: 4211.970215
	Iteration 6Q: 3 clusters Score -559090.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -559180.250000 Penalty: 4211.970215
	Iteration 7Q: 3 clusters Score -559180.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -559236.687500 Penalty: 4211.970215
	Iteration 8Q: 3 clusters Score -559236.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -559290.375000 Penalty: 4211.970215
	Iteration 9Q: 3 clusters Score -559290.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -559342.312500 Penalty: 4211.970215
	Iteration 10Q: 3 clusters Score -559342.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -559395.625000 Penalty: 4211.970215
	Iteration 11Q: 3 clusters Score -559395.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -559454.812500 Penalty: 4211.970215
	Iteration 12Q: 3 clusters Score -559454.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -559501.250000 Penalty: 4211.970215
	Iteration 13Q: 3 clusters Score -559501.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -559549.062500 Penalty: 4211.970215
	Iteration 14Q: 3 clusters Score -559549.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -559594.437500 Penalty: 4211.970215
	Iteration 15Q: 3 clusters Score -559594.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -559629.562500 Penalty: 4211.970215
	Iteration 16Q: 3 clusters Score -559629.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -559656.312500 Penalty: 4211.970215
	Iteration 17Q: 3 clusters Score -559656.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -559679.750000 Penalty: 4211.970215
	Iteration 18Q: 3 clusters Score -559679.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -559700.937500 Penalty: 4211.970215
	Iteration 19Q: 3 clusters Score -559700.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -559720.875000 Penalty: 4211.970215
	Iteration 20F: 3 clusters Score -559720.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -559742.750000 Penalty: 4211.970215
	Iteration 21Q: 3 clusters Score -559742.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -559766.937500 Penalty: 4211.970215
	Iteration 22Q: 3 clusters Score -559766.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -559783.062500 Penalty: 4211.970215
	Iteration 23Q: 3 clusters Score -559783.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -559798.187500 Penalty: 4211.970215
	Iteration 24Q: 3 clusters Score -559798.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -559822.312500 Penalty: 4211.970215
	Iteration 25Q: 3 clusters Score -559822.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -559843.500000 Penalty: 4211.970215
	Iteration 26Q: 3 clusters Score -559843.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -559857.062500 Penalty: 4211.970215
	Iteration 27Q: 3 clusters Score -559857.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -559872.250000 Penalty: 4211.970215
	Iteration 28Q: 3 clusters Score -559872.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -559887.250000 Penalty: 4211.970215
	Iteration 29Q: 3 clusters Score -559887.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -559897.500000 Penalty: 4211.970215
	Iteration 30Q: 3 clusters Score -559897.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -559905.750000 Penalty: 4211.970215
	Iteration 31Q: 3 clusters Score -559905.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -559913.625000 Penalty: 4211.970215
	Iteration 32Q: 3 clusters Score -559913.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -559919.250000 Penalty: 4211.970215
	Iteration 33Q: 3 clusters Score -559919.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -559925.375000 Penalty: 4211.970215
	Iteration 34Q: 3 clusters Score -559925.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -559929.375000 Penalty: 4211.970215
	Iteration 35Q: 3 clusters Score -559929.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -559933.125000 Penalty: 4211.970215
	Iteration 36Q: 3 clusters Score -559933.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -559936.437500 Penalty: 4211.970215
	Iteration 37Q: 3 clusters Score -559936.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -559941.062500 Penalty: 4211.970215
	Iteration 38Q: 3 clusters Score -559941.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -559943.562500 Penalty: 4211.970215
	Iteration 39Q: 3 clusters Score -559943.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -559947.437500 Penalty: 4211.970215
	Iteration 40F: 3 clusters Score -559947.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -559949.187500 Penalty: 4211.970215
	Iteration 41Q: 3 clusters Score -559949.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -559951.937500 Penalty: 4211.970215
	Iteration 42Q: 3 clusters Score -559951.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -559953.562500 Penalty: 4211.970215
	Iteration 43Q: 3 clusters Score -559953.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -559955.000000 Penalty: 4211.970215
	Iteration 44Q: 3 clusters Score -559955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -559958.312500 Penalty: 4211.970215
	Iteration 45Q: 3 clusters Score -559958.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -559962.437500 Penalty: 4211.970215
	Iteration 46Q: 3 clusters Score -559962.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -559965.312500 Penalty: 4211.970215
	Iteration 47Q: 3 clusters Score -559965.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -559966.250000 Penalty: 4211.970215
	Iteration 48Q: 3 clusters Score -559966.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -559966.187500 Penalty: 4211.970215
	Iteration 49Q: 3 clusters Score -559966.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -559965.750000 Penalty: 4211.970215
	Iteration 50Q: 3 clusters Score -559965.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -559967.125000 Penalty: 4211.970215
	Iteration 51Q: 3 clusters Score -559967.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -559967.125000 Penalty: 4211.970215
	Iteration 52F: 3 clusters Score -559967.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (30188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Entering Unmasked Estep 
Score: -3873132.500000 Penalty: 2558.169678
	Iteration 0F: 2 clusters Score -3873132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3852493.000000 Penalty: 5116.339355
	Iteration 0F: 3 clusters Score -3852493 nChanged 13741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3860013.250000 Penalty: 5116.339355
	Iteration 1F: 3 clusters Score -3860013 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -3860543.250000 Penalty: 5116.339355
	Iteration 2Q: 3 clusters Score -3860543 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -3861145.250000 Penalty: 5116.339355
	Iteration 3Q: 3 clusters Score -3861145 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3861891.750000 Penalty: 5116.339355
	Iteration 4F: 3 clusters Score -3861892 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -3863004.250000 Penalty: 5116.339355
	Iteration 5F: 3 clusters Score -3863004 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3864567.750000 Penalty: 5116.339355
	Iteration 6F: 3 clusters Score -3864568 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -3866571.000000 Penalty: 5116.339355
	Iteration 7F: 3 clusters Score -3866571 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -3868458.750000 Penalty: 5116.339355
	Iteration 8F: 3 clusters Score -3868459 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3869786.250000 Penalty: 5116.339355
	Iteration 9Q: 3 clusters Score -3869786 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -3870506.000000 Penalty: 5116.339355
	Iteration 10Q: 3 clusters Score -3870506 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -3870833.000000 Penalty: 5116.339355
	Iteration 11Q: 3 clusters Score -3870833 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -3870946.500000 Penalty: 5116.339355
	Iteration 12Q: 3 clusters Score -3870946 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3871005.750000 Penalty: 5116.339355
	Iteration 13Q: 3 clusters Score -3871006 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -3871045.500000 Penalty: 5116.339355
	Iteration 14Q: 3 clusters Score -3871046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -3871069.750000 Penalty: 5116.339355
	Iteration 15Q: 3 clusters Score -3871070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -3871090.000000 Penalty: 5116.339355
	Iteration 16Q: 3 clusters Score -3871090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -3871102.500000 Penalty: 5116.339355
	Iteration 17Q: 3 clusters Score -3871102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3871105.500000 Penalty: 5116.339355
	Iteration 18Q: 3 clusters Score -3871106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -3871106.500000 Penalty: 5116.339355
	Iteration 19Q: 3 clusters Score -3871106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -3871113.250000 Penalty: 5116.339355
	Iteration 20F: 3 clusters Score -3871113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -3871114.250000 Penalty: 5116.339355
	Iteration 21Q: 3 clusters Score -3871114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -3871113.500000 Penalty: 5116.339355
	Iteration 22Q: 3 clusters Score -3871114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -3871113.500000 Penalty: 5116.339355
	Iteration 23F: 3 clusters Score -3871114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 27226 members 
Mstep: Class 3 contains 12743 members 
Mstep: Class 4 contains 175523 members 
Mstep: Class 5 contains 50980 members 
Mstep: Class 6 contains 168236 members 
Mstep: Class 7 contains 100249 members 
Mstep: Class 8 contains 78379 members 
Mstep: Class 9 contains 182532 members 
Mstep: Class 10 contains 8021 members 
Mstep: Class 11 contains 16219 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 8855 members 
Mstep: Class 15 contains 955 members 
Mstep: Class 16 contains 17288 members 
Mstep: Class 17 contains 7464 members 
Mstep: Class 18 contains 3698 members 
Mstep: Class 19 contains 7070 members 
Mstep: Class 20 contains 3617 members 
Mstep: Class 21 contains 9250 members 
Mstep: Class 22 contains 15129 members 
Mstep: Class 23 contains 12960 members 
Mstep: Class 24 contains 11801 members 
Mstep: Class 25 contains 699 members 
Mstep: Class 26 contains 11135 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 13060 members 
Mstep: Class 30 contains 7170 members 
Mstep: Class 31 contains 11918 members 
Mstep: Class 32 contains 14909 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 1559 members 
Mstep: Class 35 contains 15909 members 
Mstep: Class 36 contains 12909 members 
Mstep: Class 37 contains 4875 members 
Mstep: Class 38 contains 30188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150786208.000000 Penalty: 149390.437500
Iteration 119Q: 44 clusters Score -1.507862e+08 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 27581 members 
Mstep: Class 3 contains 12772 members 
Mstep: Class 4 contains 175721 members 
Mstep: Class 5 contains 51748 members 
Mstep: Class 6 contains 168961 members 
Mstep: Class 7 contains 100249 members 
Mstep: Class 8 contains 78388 members 
Mstep: Class 9 contains 182606 members 
Mstep: Class 10 contains 8017 members 
Mstep: Class 11 contains 16247 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 8869 members 
Mstep: Class 15 contains 954 members 
Mstep: Class 16 contains 17194 members 
Mstep: Class 17 contains 7560 members 
Mstep: Class 18 contains 4510 members 
Mstep: Class 19 contains 7085 members 
Mstep: Class 20 contains 3624 members 
Mstep: Class 21 contains 9168 members 
Mstep: Class 22 contains 15122 members 
Mstep: Class 23 contains 12986 members 
Mstep: Class 24 contains 11901 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 11269 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 13306 members 
Mstep: Class 30 contains 7147 members 
Mstep: Class 31 contains 11981 members 
Mstep: Class 32 contains 14898 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 15933 members 
Mstep: Class 36 contains 12909 members 
Mstep: Class 37 contains 4857 members 
Mstep: Class 38 contains 30241 members 
Mstep: Class 39 contains 6110 members 
Mstep: Class 40 contains 49411 members 
Mstep: Class 41 contains 64320 members 
Mstep: Class 42 contains 518 members 
Mstep: Class 43 contains 23460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150788448.000000 Penalty: 149390.437500
Iteration 120F: 44 clusters Score -1.507884e+08 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 27815 members 
Mstep: Class 3 contains 12790 members 
Mstep: Class 4 contains 175206 members 
Mstep: Class 5 contains 51874 members 
Mstep: Class 6 contains 168869 members 
Mstep: Class 7 contains 100247 members 
Mstep: Class 8 contains 78156 members 
Mstep: Class 9 contains 181699 members 
Mstep: Class 10 contains 8006 members 
Mstep: Class 11 contains 16197 members 
Mstep: Class 12 contains 367 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 17154 members 
Mstep: Class 17 contains 7584 members 
Mstep: Class 18 contains 5020 members 
Mstep: Class 19 contains 7057 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 9071 members 
Mstep: Class 22 contains 15116 members 
Mstep: Class 23 contains 12966 members 
Mstep: Class 24 contains 11846 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 11144 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 13457 members 
Mstep: Class 30 contains 7132 members 
Mstep: Class 31 contains 11897 members 
Mstep: Class 32 contains 14893 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 15921 members 
Mstep: Class 36 contains 12907 members 
Mstep: Class 37 contains 4856 members 
Mstep: Class 38 contains 30154 members 
Mstep: Class 39 contains 6476 members 
Mstep: Class 40 contains 49772 members 
Mstep: Class 41 contains 64152 members 
Mstep: Class 42 contains 537 members 
Mstep: Class 43 contains 24249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790800.000000 Penalty: 149390.437500
Iteration 121Q: 44 clusters Score -1.507908e+08 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 28043 members 
Mstep: Class 3 contains 12804 members 
Mstep: Class 4 contains 174850 members 
Mstep: Class 5 contains 51921 members 
Mstep: Class 6 contains 168855 members 
Mstep: Class 7 contains 100245 members 
Mstep: Class 8 contains 77931 members 
Mstep: Class 9 contains 181100 members 
Mstep: Class 10 contains 8000 members 
Mstep: Class 11 contains 16164 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 5100 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 17214 members 
Mstep: Class 17 contains 7608 members 
Mstep: Class 18 contains 5457 members 
Mstep: Class 19 contains 7058 members 
Mstep: Class 20 contains 3701 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 15084 members 
Mstep: Class 23 contains 12970 members 
Mstep: Class 24 contains 11849 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 11080 members 
Mstep: Class 27 contains 4718 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 13597 members 
Mstep: Class 30 contains 7121 members 
Mstep: Class 31 contains 11828 members 
Mstep: Class 32 contains 14879 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 1626 members 
Mstep: Class 35 contains 15914 members 
Mstep: Class 36 contains 12903 members 
Mstep: Class 37 contains 4855 members 
Mstep: Class 38 contains 30002 members 
Mstep: Class 39 contains 6881 members 
Mstep: Class 40 contains 49692 members 
Mstep: Class 41 contains 63955 members 
Mstep: Class 42 contains 542 members 
Mstep: Class 43 contains 24839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150792000.000000 Penalty: 149390.437500
Iteration 122Q: 44 clusters Score -1.50792e+08 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 28274 members 
Mstep: Class 3 contains 12826 members 
Mstep: Class 4 contains 174605 members 
Mstep: Class 5 contains 51927 members 
Mstep: Class 6 contains 168871 members 
Mstep: Class 7 contains 100241 members 
Mstep: Class 8 contains 77776 members 
Mstep: Class 9 contains 180727 members 
Mstep: Class 10 contains 8000 members 
Mstep: Class 11 contains 16147 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17283 members 
Mstep: Class 17 contains 7631 members 
Mstep: Class 18 contains 5799 members 
Mstep: Class 19 contains 7065 members 
Mstep: Class 20 contains 3743 members 
Mstep: Class 21 contains 8875 members 
Mstep: Class 22 contains 15048 members 
Mstep: Class 23 contains 12960 members 
Mstep: Class 24 contains 11852 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 11026 members 
Mstep: Class 27 contains 4714 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 13707 members 
Mstep: Class 30 contains 7109 members 
Mstep: Class 31 contains 11758 members 
Mstep: Class 32 contains 14857 members 
Mstep: Class 33 contains 2727 members 
Mstep: Class 34 contains 1647 members 
Mstep: Class 35 contains 15912 members 
Mstep: Class 36 contains 12896 members 
Mstep: Class 37 contains 4875 members 
Mstep: Class 38 contains 29851 members 
Mstep: Class 39 contains 7289 members 
Mstep: Class 40 contains 49520 members 
Mstep: Class 41 contains 63696 members 
Mstep: Class 42 contains 543 members 
Mstep: Class 43 contains 25236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150792864.000000 Penalty: 149390.437500
Iteration 123Q: 44 clusters Score -1.507929e+08 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 28504 members 
Mstep: Class 3 contains 12843 members 
Mstep: Class 4 contains 174385 members 
Mstep: Class 5 contains 51920 members 
Mstep: Class 6 contains 168875 members 
Mstep: Class 7 contains 100243 members 
Mstep: Class 8 contains 77638 members 
Mstep: Class 9 contains 180465 members 
Mstep: Class 10 contains 8002 members 
Mstep: Class 11 contains 16107 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 13 contains 5097 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 17323 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 6131 members 
Mstep: Class 19 contains 7056 members 
Mstep: Class 20 contains 3784 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 15013 members 
Mstep: Class 23 contains 12962 members 
Mstep: Class 24 contains 11868 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10985 members 
Mstep: Class 27 contains 4705 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 13807 members 
Mstep: Class 30 contains 7095 members 
Mstep: Class 31 contains 11678 members 
Mstep: Class 32 contains 14848 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 1673 members 
Mstep: Class 35 contains 15919 members 
Mstep: Class 36 contains 12898 members 
Mstep: Class 37 contains 4894 members 
Mstep: Class 38 contains 29680 members 
Mstep: Class 39 contains 7678 members 
Mstep: Class 40 contains 49365 members 
Mstep: Class 41 contains 63445 members 
Mstep: Class 42 contains 544 members 
Mstep: Class 43 contains 25534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793728.000000 Penalty: 149390.437500
Iteration 124Q: 44 clusters Score -1.507937e+08 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 28736 members 
Mstep: Class 3 contains 12860 members 
Mstep: Class 4 contains 174217 members 
Mstep: Class 5 contains 51897 members 
Mstep: Class 6 contains 168766 members 
Mstep: Class 7 contains 100243 members 
Mstep: Class 8 contains 77516 members 
Mstep: Class 9 contains 180308 members 
Mstep: Class 10 contains 8001 members 
Mstep: Class 11 contains 16083 members 
Mstep: Class 12 contains 359 members 
Mstep: Class 13 contains 5094 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 17359 members 
Mstep: Class 17 contains 7695 members 
Mstep: Class 18 contains 6389 members 
Mstep: Class 19 contains 7072 members 
Mstep: Class 20 contains 3836 members 
Mstep: Class 21 contains 8679 members 
Mstep: Class 22 contains 14979 members 
Mstep: Class 23 contains 12950 members 
Mstep: Class 24 contains 11874 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10944 members 
Mstep: Class 27 contains 4694 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 13887 members 
Mstep: Class 30 contains 7083 members 
Mstep: Class 31 contains 11603 members 
Mstep: Class 32 contains 14839 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 1684 members 
Mstep: Class 35 contains 15935 members 
Mstep: Class 36 contains 12901 members 
Mstep: Class 37 contains 4915 members 
Mstep: Class 38 contains 29505 members 
Mstep: Class 39 contains 8080 members 
Mstep: Class 40 contains 49215 members 
Mstep: Class 41 contains 63265 members 
Mstep: Class 42 contains 545 members 
Mstep: Class 43 contains 25767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793808.000000 Penalty: 149390.437500
Iteration 125Q: 44 clusters Score -1.507938e+08 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 28979 members 
Mstep: Class 3 contains 12878 members 
Mstep: Class 4 contains 174082 members 
Mstep: Class 5 contains 51867 members 
Mstep: Class 6 contains 168602 members 
Mstep: Class 7 contains 100237 members 
Mstep: Class 8 contains 77430 members 
Mstep: Class 9 contains 180169 members 
Mstep: Class 10 contains 7998 members 
Mstep: Class 11 contains 16051 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5091 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 17386 members 
Mstep: Class 17 contains 7728 members 
Mstep: Class 18 contains 6648 members 
Mstep: Class 19 contains 7080 members 
Mstep: Class 20 contains 3881 members 
Mstep: Class 21 contains 8569 members 
Mstep: Class 22 contains 14939 members 
Mstep: Class 23 contains 12958 members 
Mstep: Class 24 contains 11883 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10910 members 
Mstep: Class 27 contains 4688 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 13940 members 
Mstep: Class 30 contains 7080 members 
Mstep: Class 31 contains 11556 members 
Mstep: Class 32 contains 14828 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 1696 members 
Mstep: Class 35 contains 15940 members 
Mstep: Class 36 contains 12899 members 
Mstep: Class 37 contains 4939 members 
Mstep: Class 38 contains 29357 members 
Mstep: Class 39 contains 8458 members 
Mstep: Class 40 contains 49091 members 
Mstep: Class 41 contains 63080 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 25973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794160.000000 Penalty: 149390.437500
Iteration 126Q: 44 clusters Score -1.507942e+08 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 29249 members 
Mstep: Class 3 contains 12891 members 
Mstep: Class 4 contains 173936 members 
Mstep: Class 5 contains 51809 members 
Mstep: Class 6 contains 168396 members 
Mstep: Class 7 contains 100226 members 
Mstep: Class 8 contains 77348 members 
Mstep: Class 9 contains 180089 members 
Mstep: Class 10 contains 7997 members 
Mstep: Class 11 contains 16019 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5087 members 
Mstep: Class 14 contains 8868 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 17415 members 
Mstep: Class 17 contains 7755 members 
Mstep: Class 18 contains 6878 members 
Mstep: Class 19 contains 7095 members 
Mstep: Class 20 contains 3924 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 14911 members 
Mstep: Class 23 contains 12947 members 
Mstep: Class 24 contains 11881 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10891 members 
Mstep: Class 27 contains 4679 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 13981 members 
Mstep: Class 30 contains 7081 members 
Mstep: Class 31 contains 11522 members 
Mstep: Class 32 contains 14818 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 1703 members 
Mstep: Class 35 contains 15956 members 
Mstep: Class 36 contains 12891 members 
Mstep: Class 37 contains 4965 members 
Mstep: Class 38 contains 29251 members 
Mstep: Class 39 contains 8837 members 
Mstep: Class 40 contains 48975 members 
Mstep: Class 41 contains 62915 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794336.000000 Penalty: 149390.437500
Iteration 127Q: 44 clusters Score -1.507943e+08 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 29560 members 
Mstep: Class 3 contains 12902 members 
Mstep: Class 4 contains 173820 members 
Mstep: Class 5 contains 51759 members 
Mstep: Class 6 contains 168066 members 
Mstep: Class 7 contains 100222 members 
Mstep: Class 8 contains 77291 members 
Mstep: Class 9 contains 180038 members 
Mstep: Class 10 contains 7998 members 
Mstep: Class 11 contains 15989 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5087 members 
Mstep: Class 14 contains 8869 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 17433 members 
Mstep: Class 17 contains 7779 members 
Mstep: Class 18 contains 7112 members 
Mstep: Class 19 contains 7105 members 
Mstep: Class 20 contains 3955 members 
Mstep: Class 21 contains 8359 members 
Mstep: Class 22 contains 14890 members 
Mstep: Class 23 contains 12937 members 
Mstep: Class 24 contains 11893 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10867 members 
Mstep: Class 27 contains 4674 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 14014 members 
Mstep: Class 30 contains 7080 members 
Mstep: Class 31 contains 11484 members 
Mstep: Class 32 contains 14812 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 1708 members 
Mstep: Class 35 contains 15966 members 
Mstep: Class 36 contains 12883 members 
Mstep: Class 37 contains 4993 members 
Mstep: Class 38 contains 29170 members 
Mstep: Class 39 contains 9226 members 
Mstep: Class 40 contains 48876 members 
Mstep: Class 41 contains 62733 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794736.000000 Penalty: 149390.437500
Iteration 128Q: 44 clusters Score -1.507947e+08 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 29880 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 173698 members 
Mstep: Class 5 contains 51674 members 
Mstep: Class 6 contains 167701 members 
Mstep: Class 7 contains 100220 members 
Mstep: Class 8 contains 77228 members 
Mstep: Class 9 contains 180040 members 
Mstep: Class 10 contains 7996 members 
Mstep: Class 11 contains 15967 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5085 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17453 members 
Mstep: Class 17 contains 7803 members 
Mstep: Class 18 contains 7310 members 
Mstep: Class 19 contains 7106 members 
Mstep: Class 20 contains 3990 members 
Mstep: Class 21 contains 8276 members 
Mstep: Class 22 contains 14856 members 
Mstep: Class 23 contains 12929 members 
Mstep: Class 24 contains 11895 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10855 members 
Mstep: Class 27 contains 4672 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 14045 members 
Mstep: Class 30 contains 7075 members 
Mstep: Class 31 contains 11444 members 
Mstep: Class 32 contains 14798 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 1717 members 
Mstep: Class 35 contains 15984 members 
Mstep: Class 36 contains 12876 members 
Mstep: Class 37 contains 5023 members 
Mstep: Class 38 contains 29080 members 
Mstep: Class 39 contains 9651 members 
Mstep: Class 40 contains 48802 members 
Mstep: Class 41 contains 62569 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795264.000000 Penalty: 149390.437500
Iteration 129Q: 44 clusters Score -1.507953e+08 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 30175 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 173570 members 
Mstep: Class 5 contains 51610 members 
Mstep: Class 6 contains 167368 members 
Mstep: Class 7 contains 100217 members 
Mstep: Class 8 contains 77163 members 
Mstep: Class 9 contains 180036 members 
Mstep: Class 10 contains 7990 members 
Mstep: Class 11 contains 15949 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5085 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 17457 members 
Mstep: Class 17 contains 7829 members 
Mstep: Class 18 contains 7483 members 
Mstep: Class 19 contains 7103 members 
Mstep: Class 20 contains 4019 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 14834 members 
Mstep: Class 23 contains 12930 members 
Mstep: Class 24 contains 11901 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10824 members 
Mstep: Class 27 contains 4670 members 
Mstep: Class 28 contains 420 members 
Mstep: Class 29 contains 14081 members 
Mstep: Class 30 contains 7069 members 
Mstep: Class 31 contains 11407 members 
Mstep: Class 32 contains 14785 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1725 members 
Mstep: Class 35 contains 15988 members 
Mstep: Class 36 contains 12872 members 
Mstep: Class 37 contains 5046 members 
Mstep: Class 38 contains 28997 members 
Mstep: Class 39 contains 10082 members 
Mstep: Class 40 contains 48739 members 
Mstep: Class 41 contains 62453 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795424.000000 Penalty: 149390.437500
Iteration 130Q: 44 clusters Score -1.507954e+08 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 30484 members 
Mstep: Class 3 contains 12943 members 
Mstep: Class 4 contains 173467 members 
Mstep: Class 5 contains 51555 members 
Mstep: Class 6 contains 166973 members 
Mstep: Class 7 contains 100216 members 
Mstep: Class 8 contains 77110 members 
Mstep: Class 9 contains 180067 members 
Mstep: Class 10 contains 7985 members 
Mstep: Class 11 contains 15918 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5085 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 17465 members 
Mstep: Class 17 contains 7849 members 
Mstep: Class 18 contains 7634 members 
Mstep: Class 19 contains 7110 members 
Mstep: Class 20 contains 4045 members 
Mstep: Class 21 contains 8074 members 
Mstep: Class 22 contains 14814 members 
Mstep: Class 23 contains 12925 members 
Mstep: Class 24 contains 11907 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10803 members 
Mstep: Class 27 contains 4669 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 14106 members 
Mstep: Class 30 contains 7065 members 
Mstep: Class 31 contains 11383 members 
Mstep: Class 32 contains 14772 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1732 members 
Mstep: Class 35 contains 16000 members 
Mstep: Class 36 contains 12866 members 
Mstep: Class 37 contains 5063 members 
Mstep: Class 38 contains 28898 members 
Mstep: Class 39 contains 10540 members 
Mstep: Class 40 contains 48668 members 
Mstep: Class 41 contains 62344 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795968.000000 Penalty: 149390.437500
Iteration 131Q: 44 clusters Score -1.50796e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 30830 members 
Mstep: Class 3 contains 12954 members 
Mstep: Class 4 contains 173357 members 
Mstep: Class 5 contains 51532 members 
Mstep: Class 6 contains 166522 members 
Mstep: Class 7 contains 100214 members 
Mstep: Class 8 contains 77047 members 
Mstep: Class 9 contains 180078 members 
Mstep: Class 10 contains 7984 members 
Mstep: Class 11 contains 15890 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5085 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 17473 members 
Mstep: Class 17 contains 7865 members 
Mstep: Class 18 contains 7791 members 
Mstep: Class 19 contains 7122 members 
Mstep: Class 20 contains 4069 members 
Mstep: Class 21 contains 7947 members 
Mstep: Class 22 contains 14797 members 
Mstep: Class 23 contains 12926 members 
Mstep: Class 24 contains 11906 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10782 members 
Mstep: Class 27 contains 4664 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 14129 members 
Mstep: Class 30 contains 7062 members 
Mstep: Class 31 contains 11347 members 
Mstep: Class 32 contains 14757 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1739 members 
Mstep: Class 35 contains 16014 members 
Mstep: Class 36 contains 12859 members 
Mstep: Class 37 contains 5076 members 
Mstep: Class 38 contains 28822 members 
Mstep: Class 39 contains 11006 members 
Mstep: Class 40 contains 48589 members 
Mstep: Class 41 contains 62268 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150796304.000000 Penalty: 149390.437500
Iteration 132Q: 44 clusters Score -1.507963e+08 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 31180 members 
Mstep: Class 3 contains 12957 members 
Mstep: Class 4 contains 173269 members 
Mstep: Class 5 contains 51494 members 
Mstep: Class 6 contains 166059 members 
Mstep: Class 7 contains 100214 members 
Mstep: Class 8 contains 77007 members 
Mstep: Class 9 contains 180089 members 
Mstep: Class 10 contains 7991 members 
Mstep: Class 11 contains 15867 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5084 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 17472 members 
Mstep: Class 17 contains 7877 members 
Mstep: Class 18 contains 7920 members 
Mstep: Class 19 contains 7137 members 
Mstep: Class 20 contains 4090 members 
Mstep: Class 21 contains 7815 members 
Mstep: Class 22 contains 14778 members 
Mstep: Class 23 contains 12924 members 
Mstep: Class 24 contains 11899 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10760 members 
Mstep: Class 27 contains 4661 members 
Mstep: Class 28 contains 416 members 
Mstep: Class 29 contains 14151 members 
Mstep: Class 30 contains 7060 members 
Mstep: Class 31 contains 11337 members 
Mstep: Class 32 contains 14751 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1745 members 
Mstep: Class 35 contains 16013 members 
Mstep: Class 36 contains 12855 members 
Mstep: Class 37 contains 5085 members 
Mstep: Class 38 contains 28724 members 
Mstep: Class 39 contains 11458 members 
Mstep: Class 40 contains 48562 members 
Mstep: Class 41 contains 62187 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150796352.000000 Penalty: 149390.437500
Iteration 133Q: 44 clusters Score -1.507964e+08 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 31572 members 
Mstep: Class 3 contains 12966 members 
Mstep: Class 4 contains 173180 members 
Mstep: Class 5 contains 51458 members 
Mstep: Class 6 contains 165536 members 
Mstep: Class 7 contains 100212 members 
Mstep: Class 8 contains 76966 members 
Mstep: Class 9 contains 180110 members 
Mstep: Class 10 contains 7990 members 
Mstep: Class 11 contains 15841 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5085 members 
Mstep: Class 14 contains 8855 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 17466 members 
Mstep: Class 17 contains 7907 members 
Mstep: Class 18 contains 8051 members 
Mstep: Class 19 contains 7140 members 
Mstep: Class 20 contains 4110 members 
Mstep: Class 21 contains 7686 members 
Mstep: Class 22 contains 14770 members 
Mstep: Class 23 contains 12927 members 
Mstep: Class 24 contains 11893 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10753 members 
Mstep: Class 27 contains 4661 members 
Mstep: Class 28 contains 416 members 
Mstep: Class 29 contains 14171 members 
Mstep: Class 30 contains 7056 members 
Mstep: Class 31 contains 11317 members 
Mstep: Class 32 contains 14749 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1749 members 
Mstep: Class 35 contains 16014 members 
Mstep: Class 36 contains 12851 members 
Mstep: Class 37 contains 5095 members 
Mstep: Class 38 contains 28639 members 
Mstep: Class 39 contains 11888 members 
Mstep: Class 40 contains 48528 members 
Mstep: Class 41 contains 62107 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150796336.000000 Penalty: 149390.437500
Iteration 134Q: 44 clusters Score -1.507963e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 31955 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 173083 members 
Mstep: Class 5 contains 51430 members 
Mstep: Class 6 contains 165033 members 
Mstep: Class 7 contains 100210 members 
Mstep: Class 8 contains 76930 members 
Mstep: Class 9 contains 180121 members 
Mstep: Class 10 contains 7991 members 
Mstep: Class 11 contains 15823 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5087 members 
Mstep: Class 14 contains 8851 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 17457 members 
Mstep: Class 17 contains 7940 members 
Mstep: Class 18 contains 8160 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 4146 members 
Mstep: Class 21 contains 7545 members 
Mstep: Class 22 contains 14765 members 
Mstep: Class 23 contains 12930 members 
Mstep: Class 24 contains 11891 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10746 members 
Mstep: Class 27 contains 4660 members 
Mstep: Class 28 contains 416 members 
Mstep: Class 29 contains 14180 members 
Mstep: Class 30 contains 7051 members 
Mstep: Class 31 contains 11287 members 
Mstep: Class 32 contains 14746 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1753 members 
Mstep: Class 35 contains 16038 members 
Mstep: Class 36 contains 12849 members 
Mstep: Class 37 contains 5101 members 
Mstep: Class 38 contains 28569 members 
Mstep: Class 39 contains 12337 members 
Mstep: Class 40 contains 48479 members 
Mstep: Class 41 contains 62009 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150796224.000000 Penalty: 149390.437500
Iteration 135Q: 44 clusters Score -1.507962e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 32369 members 
Mstep: Class 3 contains 12982 members 
Mstep: Class 4 contains 173002 members 
Mstep: Class 5 contains 51412 members 
Mstep: Class 6 contains 164468 members 
Mstep: Class 7 contains 100204 members 
Mstep: Class 8 contains 76903 members 
Mstep: Class 9 contains 180145 members 
Mstep: Class 10 contains 7992 members 
Mstep: Class 11 contains 15807 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5087 members 
Mstep: Class 14 contains 8848 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 17461 members 
Mstep: Class 17 contains 7970 members 
Mstep: Class 18 contains 8267 members 
Mstep: Class 19 contains 7141 members 
Mstep: Class 20 contains 4158 members 
Mstep: Class 21 contains 7378 members 
Mstep: Class 22 contains 14751 members 
Mstep: Class 23 contains 12930 members 
Mstep: Class 24 contains 11893 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10743 members 
Mstep: Class 27 contains 4659 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14194 members 
Mstep: Class 30 contains 7051 members 
Mstep: Class 31 contains 11272 members 
Mstep: Class 32 contains 14741 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1757 members 
Mstep: Class 35 contains 16055 members 
Mstep: Class 36 contains 12848 members 
Mstep: Class 37 contains 5113 members 
Mstep: Class 38 contains 28499 members 
Mstep: Class 39 contains 12771 members 
Mstep: Class 40 contains 48442 members 
Mstep: Class 41 contains 61943 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150796320.000000 Penalty: 149390.437500
Iteration 136Q: 44 clusters Score -1.507963e+08 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 32797 members 
Mstep: Class 3 contains 12985 members 
Mstep: Class 4 contains 172915 members 
Mstep: Class 5 contains 51399 members 
Mstep: Class 6 contains 163975 members 
Mstep: Class 7 contains 100204 members 
Mstep: Class 8 contains 76868 members 
Mstep: Class 9 contains 180147 members 
Mstep: Class 10 contains 7992 members 
Mstep: Class 11 contains 15794 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5087 members 
Mstep: Class 14 contains 8846 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 17454 members 
Mstep: Class 17 contains 7983 members 
Mstep: Class 18 contains 8367 members 
Mstep: Class 19 contains 7137 members 
Mstep: Class 20 contains 4170 members 
Mstep: Class 21 contains 7211 members 
Mstep: Class 22 contains 14742 members 
Mstep: Class 23 contains 12931 members 
Mstep: Class 24 contains 11895 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10731 members 
Mstep: Class 27 contains 4657 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14206 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 11264 members 
Mstep: Class 32 contains 14732 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 16065 members 
Mstep: Class 36 contains 12846 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 28430 members 
Mstep: Class 39 contains 13194 members 
Mstep: Class 40 contains 48428 members 
Mstep: Class 41 contains 61856 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150796832.000000 Penalty: 149390.437500
Iteration 137Q: 44 clusters Score -1.507968e+08 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 33201 members 
Mstep: Class 3 contains 12986 members 
Mstep: Class 4 contains 172829 members 
Mstep: Class 5 contains 51386 members 
Mstep: Class 6 contains 163500 members 
Mstep: Class 7 contains 100202 members 
Mstep: Class 8 contains 76850 members 
Mstep: Class 9 contains 180173 members 
Mstep: Class 10 contains 7993 members 
Mstep: Class 11 contains 15777 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5087 members 
Mstep: Class 14 contains 8843 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 17450 members 
Mstep: Class 17 contains 8006 members 
Mstep: Class 18 contains 8454 members 
Mstep: Class 19 contains 7141 members 
Mstep: Class 20 contains 4178 members 
Mstep: Class 21 contains 7031 members 
Mstep: Class 22 contains 14736 members 
Mstep: Class 23 contains 12931 members 
Mstep: Class 24 contains 11897 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 4659 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14208 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 11257 members 
Mstep: Class 32 contains 14723 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1759 members 
Mstep: Class 35 contains 16072 members 
Mstep: Class 36 contains 12846 members 
Mstep: Class 37 contains 5132 members 
Mstep: Class 38 contains 28358 members 
Mstep: Class 39 contains 13610 members 
Mstep: Class 40 contains 48433 members 
Mstep: Class 41 contains 61758 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150797440.000000 Penalty: 149390.437500
Iteration 138Q: 44 clusters Score -1.507974e+08 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 33622 members 
Mstep: Class 3 contains 12992 members 
Mstep: Class 4 contains 172755 members 
Mstep: Class 5 contains 51379 members 
Mstep: Class 6 contains 163013 members 
Mstep: Class 7 contains 100196 members 
Mstep: Class 8 contains 76831 members 
Mstep: Class 9 contains 180179 members 
Mstep: Class 10 contains 7995 members 
Mstep: Class 11 contains 15758 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5086 members 
Mstep: Class 14 contains 8841 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 8030 members 
Mstep: Class 18 contains 8545 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 4189 members 
Mstep: Class 21 contains 6834 members 
Mstep: Class 22 contains 14732 members 
Mstep: Class 23 contains 12930 members 
Mstep: Class 24 contains 11910 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10703 members 
Mstep: Class 27 contains 4659 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14218 members 
Mstep: Class 30 contains 7046 members 
Mstep: Class 31 contains 11236 members 
Mstep: Class 32 contains 14712 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1759 members 
Mstep: Class 35 contains 16078 members 
Mstep: Class 36 contains 12846 members 
Mstep: Class 37 contains 5149 members 
Mstep: Class 38 contains 28293 members 
Mstep: Class 39 contains 14011 members 
Mstep: Class 40 contains 48425 members 
Mstep: Class 41 contains 61677 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150797520.000000 Penalty: 149390.437500
Iteration 139Q: 44 clusters Score -1.507975e+08 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 34045 members 
Mstep: Class 3 contains 12993 members 
Mstep: Class 4 contains 172678 members 
Mstep: Class 5 contains 51373 members 
Mstep: Class 6 contains 162526 members 
Mstep: Class 7 contains 100191 members 
Mstep: Class 8 contains 76812 members 
Mstep: Class 9 contains 180180 members 
Mstep: Class 10 contains 7992 members 
Mstep: Class 11 contains 15736 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5085 members 
Mstep: Class 14 contains 8840 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 17444 members 
Mstep: Class 17 contains 8064 members 
Mstep: Class 18 contains 8625 members 
Mstep: Class 19 contains 7128 members 
Mstep: Class 20 contains 4199 members 
Mstep: Class 21 contains 6635 members 
Mstep: Class 22 contains 14723 members 
Mstep: Class 23 contains 12929 members 
Mstep: Class 24 contains 11919 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10695 members 
Mstep: Class 27 contains 4659 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14224 members 
Mstep: Class 30 contains 7047 members 
Mstep: Class 31 contains 11226 members 
Mstep: Class 32 contains 14701 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1761 members 
Mstep: Class 35 contains 16094 members 
Mstep: Class 36 contains 12845 members 
Mstep: Class 37 contains 5169 members 
Mstep: Class 38 contains 28221 members 
Mstep: Class 39 contains 14402 members 
Mstep: Class 40 contains 48429 members 
Mstep: Class 41 contains 61594 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798032.000000 Penalty: 149390.437500
Iteration 140F: 44 clusters Score -1.50798e+08 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 34438 members 
Mstep: Class 3 contains 13002 members 
Mstep: Class 4 contains 172589 members 
Mstep: Class 5 contains 51348 members 
Mstep: Class 6 contains 162090 members 
Mstep: Class 7 contains 100186 members 
Mstep: Class 8 contains 76803 members 
Mstep: Class 9 contains 180184 members 
Mstep: Class 10 contains 7988 members 
Mstep: Class 11 contains 15725 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5084 members 
Mstep: Class 14 contains 8835 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 17447 members 
Mstep: Class 17 contains 8095 members 
Mstep: Class 18 contains 8743 members 
Mstep: Class 19 contains 7127 members 
Mstep: Class 20 contains 4205 members 
Mstep: Class 21 contains 6438 members 
Mstep: Class 22 contains 14719 members 
Mstep: Class 23 contains 12934 members 
Mstep: Class 24 contains 11912 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10679 members 
Mstep: Class 27 contains 4660 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14223 members 
Mstep: Class 30 contains 7047 members 
Mstep: Class 31 contains 11195 members 
Mstep: Class 32 contains 14691 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1762 members 
Mstep: Class 35 contains 16094 members 
Mstep: Class 36 contains 12844 members 
Mstep: Class 37 contains 5185 members 
Mstep: Class 38 contains 28159 members 
Mstep: Class 39 contains 14785 members 
Mstep: Class 40 contains 48424 members 
Mstep: Class 41 contains 61531 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798432.000000 Penalty: 149390.437500
Iteration 141Q: 44 clusters Score -1.507984e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 34873 members 
Mstep: Class 3 contains 13008 members 
Mstep: Class 4 contains 172514 members 
Mstep: Class 5 contains 51317 members 
Mstep: Class 6 contains 161632 members 
Mstep: Class 7 contains 100183 members 
Mstep: Class 8 contains 76788 members 
Mstep: Class 9 contains 180169 members 
Mstep: Class 10 contains 7988 members 
Mstep: Class 11 contains 15713 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5084 members 
Mstep: Class 14 contains 8828 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 17444 members 
Mstep: Class 17 contains 8127 members 
Mstep: Class 18 contains 8865 members 
Mstep: Class 19 contains 7123 members 
Mstep: Class 20 contains 4212 members 
Mstep: Class 21 contains 6245 members 
Mstep: Class 22 contains 14717 members 
Mstep: Class 23 contains 12941 members 
Mstep: Class 24 contains 11913 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10661 members 
Mstep: Class 27 contains 4660 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14216 members 
Mstep: Class 30 contains 7047 members 
Mstep: Class 31 contains 11179 members 
Mstep: Class 32 contains 14687 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1762 members 
Mstep: Class 35 contains 16090 members 
Mstep: Class 36 contains 12842 members 
Mstep: Class 37 contains 5196 members 
Mstep: Class 38 contains 28105 members 
Mstep: Class 39 contains 15128 members 
Mstep: Class 40 contains 48412 members 
Mstep: Class 41 contains 61478 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798864.000000 Penalty: 149390.437500
Iteration 142Q: 44 clusters Score -1.507989e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 35320 members 
Mstep: Class 3 contains 13017 members 
Mstep: Class 4 contains 172446 members 
Mstep: Class 5 contains 51277 members 
Mstep: Class 6 contains 161224 members 
Mstep: Class 7 contains 100177 members 
Mstep: Class 8 contains 76764 members 
Mstep: Class 9 contains 180166 members 
Mstep: Class 10 contains 7985 members 
Mstep: Class 11 contains 15703 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5084 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 17436 members 
Mstep: Class 17 contains 8157 members 
Mstep: Class 18 contains 8977 members 
Mstep: Class 19 contains 7118 members 
Mstep: Class 20 contains 4223 members 
Mstep: Class 21 contains 6047 members 
Mstep: Class 22 contains 14709 members 
Mstep: Class 23 contains 12944 members 
Mstep: Class 24 contains 11906 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10641 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14207 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 11182 members 
Mstep: Class 32 contains 14683 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1764 members 
Mstep: Class 35 contains 16082 members 
Mstep: Class 36 contains 12840 members 
Mstep: Class 37 contains 5209 members 
Mstep: Class 38 contains 28049 members 
Mstep: Class 39 contains 15436 members 
Mstep: Class 40 contains 48403 members 
Mstep: Class 41 contains 61423 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799488.000000 Penalty: 149390.437500
Iteration 143Q: 44 clusters Score -1.507995e+08 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 35758 members 
Mstep: Class 3 contains 13026 members 
Mstep: Class 4 contains 172363 members 
Mstep: Class 5 contains 51251 members 
Mstep: Class 6 contains 160872 members 
Mstep: Class 7 contains 100172 members 
Mstep: Class 8 contains 76747 members 
Mstep: Class 9 contains 180166 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 15694 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5082 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 17428 members 
Mstep: Class 17 contains 8189 members 
Mstep: Class 18 contains 9068 members 
Mstep: Class 19 contains 7117 members 
Mstep: Class 20 contains 4234 members 
Mstep: Class 21 contains 5850 members 
Mstep: Class 22 contains 14696 members 
Mstep: Class 23 contains 12945 members 
Mstep: Class 24 contains 11906 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10629 members 
Mstep: Class 27 contains 4670 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14198 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 11173 members 
Mstep: Class 32 contains 14673 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1764 members 
Mstep: Class 35 contains 16074 members 
Mstep: Class 36 contains 12838 members 
Mstep: Class 37 contains 5225 members 
Mstep: Class 38 contains 27999 members 
Mstep: Class 39 contains 15705 members 
Mstep: Class 40 contains 48394 members 
Mstep: Class 41 contains 61371 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799504.000000 Penalty: 149390.437500
Iteration 144Q: 44 clusters Score -1.507995e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 36213 members 
Mstep: Class 3 contains 13031 members 
Mstep: Class 4 contains 172297 members 
Mstep: Class 5 contains 51227 members 
Mstep: Class 6 contains 160449 members 
Mstep: Class 7 contains 100172 members 
Mstep: Class 8 contains 76736 members 
Mstep: Class 9 contains 180153 members 
Mstep: Class 10 contains 7972 members 
Mstep: Class 11 contains 15689 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5082 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 17425 members 
Mstep: Class 17 contains 8239 members 
Mstep: Class 18 contains 9180 members 
Mstep: Class 19 contains 7113 members 
Mstep: Class 20 contains 4242 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 14688 members 
Mstep: Class 23 contains 12943 members 
Mstep: Class 24 contains 11906 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10617 members 
Mstep: Class 27 contains 4671 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14200 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 11155 members 
Mstep: Class 32 contains 14668 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1764 members 
Mstep: Class 35 contains 16069 members 
Mstep: Class 36 contains 12837 members 
Mstep: Class 37 contains 5236 members 
Mstep: Class 38 contains 27956 members 
Mstep: Class 39 contains 15941 members 
Mstep: Class 40 contains 48382 members 
Mstep: Class 41 contains 61329 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799760.000000 Penalty: 149390.437500
Iteration 145Q: 44 clusters Score -1.507998e+08 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 36705 members 
Mstep: Class 3 contains 13035 members 
Mstep: Class 4 contains 172222 members 
Mstep: Class 5 contains 51210 members 
Mstep: Class 6 contains 160011 members 
Mstep: Class 7 contains 100170 members 
Mstep: Class 8 contains 76721 members 
Mstep: Class 9 contains 180137 members 
Mstep: Class 10 contains 7972 members 
Mstep: Class 11 contains 15677 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5081 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17426 members 
Mstep: Class 17 contains 8288 members 
Mstep: Class 18 contains 9268 members 
Mstep: Class 19 contains 7114 members 
Mstep: Class 20 contains 4244 members 
Mstep: Class 21 contains 5466 members 
Mstep: Class 22 contains 14680 members 
Mstep: Class 23 contains 12938 members 
Mstep: Class 24 contains 11911 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10610 members 
Mstep: Class 27 contains 4669 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14197 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 11141 members 
Mstep: Class 32 contains 14665 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1764 members 
Mstep: Class 35 contains 16078 members 
Mstep: Class 36 contains 12835 members 
Mstep: Class 37 contains 5245 members 
Mstep: Class 38 contains 27924 members 
Mstep: Class 39 contains 16181 members 
Mstep: Class 40 contains 48366 members 
Mstep: Class 41 contains 61290 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799968.000000 Penalty: 149390.437500
Iteration 146Q: 44 clusters Score -1.508e+08 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 37140 members 
Mstep: Class 3 contains 13038 members 
Mstep: Class 4 contains 172142 members 
Mstep: Class 5 contains 51170 members 
Mstep: Class 6 contains 159622 members 
Mstep: Class 7 contains 100170 members 
Mstep: Class 8 contains 76720 members 
Mstep: Class 9 contains 180132 members 
Mstep: Class 10 contains 7971 members 
Mstep: Class 11 contains 15664 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5082 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17421 members 
Mstep: Class 17 contains 8351 members 
Mstep: Class 18 contains 9371 members 
Mstep: Class 19 contains 7116 members 
Mstep: Class 20 contains 4249 members 
Mstep: Class 21 contains 5262 members 
Mstep: Class 22 contains 14673 members 
Mstep: Class 23 contains 12939 members 
Mstep: Class 24 contains 11912 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10606 members 
Mstep: Class 27 contains 4668 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14196 members 
Mstep: Class 30 contains 7046 members 
Mstep: Class 31 contains 11120 members 
Mstep: Class 32 contains 14661 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1764 members 
Mstep: Class 35 contains 16070 members 
Mstep: Class 36 contains 12833 members 
Mstep: Class 37 contains 5250 members 
Mstep: Class 38 contains 27904 members 
Mstep: Class 39 contains 16433 members 
Mstep: Class 40 contains 48332 members 
Mstep: Class 41 contains 61256 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150800144.000000 Penalty: 149390.437500
Iteration 147Q: 44 clusters Score -1.508001e+08 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 37591 members 
Mstep: Class 3 contains 13038 members 
Mstep: Class 4 contains 172057 members 
Mstep: Class 5 contains 51148 members 
Mstep: Class 6 contains 159198 members 
Mstep: Class 7 contains 100170 members 
Mstep: Class 8 contains 76728 members 
Mstep: Class 9 contains 180117 members 
Mstep: Class 10 contains 7972 members 
Mstep: Class 11 contains 15658 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5081 members 
Mstep: Class 14 contains 8810 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17417 members 
Mstep: Class 17 contains 8389 members 
Mstep: Class 18 contains 9473 members 
Mstep: Class 19 contains 7118 members 
Mstep: Class 20 contains 4257 members 
Mstep: Class 21 contains 5067 members 
Mstep: Class 22 contains 14664 members 
Mstep: Class 23 contains 12945 members 
Mstep: Class 24 contains 11917 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10594 members 
Mstep: Class 27 contains 4668 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14186 members 
Mstep: Class 30 contains 7047 members 
Mstep: Class 31 contains 11107 members 
Mstep: Class 32 contains 14658 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1764 members 
Mstep: Class 35 contains 16064 members 
Mstep: Class 36 contains 12831 members 
Mstep: Class 37 contains 5255 members 
Mstep: Class 38 contains 27895 members 
Mstep: Class 39 contains 16663 members 
Mstep: Class 40 contains 48315 members 
Mstep: Class 41 contains 61231 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150800624.000000 Penalty: 149390.437500
Iteration 148Q: 44 clusters Score -1.508006e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 37999 members 
Mstep: Class 3 contains 13041 members 
Mstep: Class 4 contains 171961 members 
Mstep: Class 5 contains 51136 members 
Mstep: Class 6 contains 158784 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 76728 members 
Mstep: Class 9 contains 180104 members 
Mstep: Class 10 contains 7965 members 
Mstep: Class 11 contains 15657 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5081 members 
Mstep: Class 14 contains 8810 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17410 members 
Mstep: Class 17 contains 8418 members 
Mstep: Class 18 contains 9561 members 
Mstep: Class 19 contains 7115 members 
Mstep: Class 20 contains 4255 members 
Mstep: Class 21 contains 4880 members 
Mstep: Class 22 contains 14656 members 
Mstep: Class 23 contains 12949 members 
Mstep: Class 24 contains 11915 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10585 members 
Mstep: Class 27 contains 4670 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14179 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 11093 members 
Mstep: Class 32 contains 14653 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1764 members 
Mstep: Class 35 contains 16069 members 
Mstep: Class 36 contains 12831 members 
Mstep: Class 37 contains 5264 members 
Mstep: Class 38 contains 27895 members 
Mstep: Class 39 contains 16922 members 
Mstep: Class 40 contains 48306 members 
Mstep: Class 41 contains 61220 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150800592.000000 Penalty: 149390.437500
Iteration 149Q: 44 clusters Score -1.508006e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 38433 members 
Mstep: Class 3 contains 13047 members 
Mstep: Class 4 contains 171850 members 
Mstep: Class 5 contains 51112 members 
Mstep: Class 6 contains 158334 members 
Mstep: Class 7 contains 100166 members 
Mstep: Class 8 contains 76737 members 
Mstep: Class 9 contains 180085 members 
Mstep: Class 10 contains 7964 members 
Mstep: Class 11 contains 15654 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5081 members 
Mstep: Class 14 contains 8809 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17408 members 
Mstep: Class 17 contains 8464 members 
Mstep: Class 18 contains 9629 members 
Mstep: Class 19 contains 7116 members 
Mstep: Class 20 contains 4253 members 
Mstep: Class 21 contains 4693 members 
Mstep: Class 22 contains 14656 members 
Mstep: Class 23 contains 12944 members 
Mstep: Class 24 contains 11905 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10575 members 
Mstep: Class 27 contains 4673 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14177 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 11083 members 
Mstep: Class 32 contains 14651 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 16070 members 
Mstep: Class 36 contains 12831 members 
Mstep: Class 37 contains 5269 members 
Mstep: Class 38 contains 27894 members 
Mstep: Class 39 contains 17186 members 
Mstep: Class 40 contains 48308 members 
Mstep: Class 41 contains 61218 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150800816.000000 Penalty: 149390.437500
Iteration 150Q: 44 clusters Score -1.508008e+08 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 38819 members 
Mstep: Class 3 contains 13053 members 
Mstep: Class 4 contains 171761 members 
Mstep: Class 5 contains 51085 members 
Mstep: Class 6 contains 157938 members 
Mstep: Class 7 contains 100166 members 
Mstep: Class 8 contains 76742 members 
Mstep: Class 9 contains 180046 members 
Mstep: Class 10 contains 7963 members 
Mstep: Class 11 contains 15651 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5080 members 
Mstep: Class 14 contains 8809 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17413 members 
Mstep: Class 17 contains 8508 members 
Mstep: Class 18 contains 9699 members 
Mstep: Class 19 contains 7113 members 
Mstep: Class 20 contains 4253 members 
Mstep: Class 21 contains 4513 members 
Mstep: Class 22 contains 14653 members 
Mstep: Class 23 contains 12946 members 
Mstep: Class 24 contains 11906 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10548 members 
Mstep: Class 27 contains 4676 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14174 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 11076 members 
Mstep: Class 32 contains 14647 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 16070 members 
Mstep: Class 36 contains 12829 members 
Mstep: Class 37 contains 5274 members 
Mstep: Class 38 contains 27896 members 
Mstep: Class 39 contains 17452 members 
Mstep: Class 40 contains 48298 members 
Mstep: Class 41 contains 61208 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150800656.000000 Penalty: 149390.437500
Iteration 151Q: 44 clusters Score -1.508007e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 39210 members 
Mstep: Class 3 contains 13060 members 
Mstep: Class 4 contains 171671 members 
Mstep: Class 5 contains 51044 members 
Mstep: Class 6 contains 157559 members 
Mstep: Class 7 contains 100166 members 
Mstep: Class 8 contains 76757 members 
Mstep: Class 9 contains 180029 members 
Mstep: Class 10 contains 7960 members 
Mstep: Class 11 contains 15643 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5080 members 
Mstep: Class 14 contains 8806 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17418 members 
Mstep: Class 17 contains 8549 members 
Mstep: Class 18 contains 9775 members 
Mstep: Class 19 contains 7112 members 
Mstep: Class 20 contains 4255 members 
Mstep: Class 21 contains 4330 members 
Mstep: Class 22 contains 14649 members 
Mstep: Class 23 contains 12957 members 
Mstep: Class 24 contains 11904 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10531 members 
Mstep: Class 27 contains 4679 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14172 members 
Mstep: Class 30 contains 7047 members 
Mstep: Class 31 contains 11061 members 
Mstep: Class 32 contains 14644 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 16069 members 
Mstep: Class 36 contains 12827 members 
Mstep: Class 37 contains 5286 members 
Mstep: Class 38 contains 27891 members 
Mstep: Class 39 contains 17685 members 
Mstep: Class 40 contains 48295 members 
Mstep: Class 41 contains 61190 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150800832.000000 Penalty: 149390.437500
Iteration 152Q: 44 clusters Score -1.508008e+08 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 39595 members 
Mstep: Class 3 contains 13064 members 
Mstep: Class 4 contains 171595 members 
Mstep: Class 5 contains 51004 members 
Mstep: Class 6 contains 157164 members 
Mstep: Class 7 contains 100166 members 
Mstep: Class 8 contains 76767 members 
Mstep: Class 9 contains 180001 members 
Mstep: Class 10 contains 7957 members 
Mstep: Class 11 contains 15627 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5080 members 
Mstep: Class 14 contains 8805 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 17426 members 
Mstep: Class 17 contains 8589 members 
Mstep: Class 18 contains 9845 members 
Mstep: Class 19 contains 7109 members 
Mstep: Class 20 contains 4258 members 
Mstep: Class 21 contains 4176 members 
Mstep: Class 22 contains 14645 members 
Mstep: Class 23 contains 12956 members 
Mstep: Class 24 contains 11906 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10510 members 
Mstep: Class 27 contains 4683 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14173 members 
Mstep: Class 30 contains 7046 members 
Mstep: Class 31 contains 11046 members 
Mstep: Class 32 contains 14642 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 16070 members 
Mstep: Class 36 contains 12825 members 
Mstep: Class 37 contains 5297 members 
Mstep: Class 38 contains 27891 members 
Mstep: Class 39 contains 17929 members 
Mstep: Class 40 contains 48306 members 
Mstep: Class 41 contains 61163 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150801056.000000 Penalty: 149390.437500
Iteration 153Q: 44 clusters Score -1.508011e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 40007 members 
Mstep: Class 3 contains 13062 members 
Mstep: Class 4 contains 171517 members 
Mstep: Class 5 contains 50963 members 
Mstep: Class 6 contains 156739 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 76784 members 
Mstep: Class 9 contains 179986 members 
Mstep: Class 10 contains 7958 members 
Mstep: Class 11 contains 15619 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5080 members 
Mstep: Class 14 contains 8804 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 17427 members 
Mstep: Class 17 contains 8627 members 
Mstep: Class 18 contains 9897 members 
Mstep: Class 19 contains 7107 members 
Mstep: Class 20 contains 4266 members 
Mstep: Class 21 contains 4042 members 
Mstep: Class 22 contains 14640 members 
Mstep: Class 23 contains 12960 members 
Mstep: Class 24 contains 11909 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10497 members 
Mstep: Class 27 contains 4684 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14175 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 11018 members 
Mstep: Class 32 contains 14641 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 16069 members 
Mstep: Class 36 contains 12827 members 
Mstep: Class 37 contains 5308 members 
Mstep: Class 38 contains 27890 members 
Mstep: Class 39 contains 18160 members 
Mstep: Class 40 contains 48312 members 
Mstep: Class 41 contains 61129 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150801248.000000 Penalty: 149390.437500
Iteration 154Q: 44 clusters Score -1.508012e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 40383 members 
Mstep: Class 3 contains 13064 members 
Mstep: Class 4 contains 171443 members 
Mstep: Class 5 contains 50928 members 
Mstep: Class 6 contains 156408 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 76801 members 
Mstep: Class 9 contains 179963 members 
Mstep: Class 10 contains 7955 members 
Mstep: Class 11 contains 15618 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5080 members 
Mstep: Class 14 contains 8805 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 17431 members 
Mstep: Class 17 contains 8653 members 
Mstep: Class 18 contains 9951 members 
Mstep: Class 19 contains 7110 members 
Mstep: Class 20 contains 4273 members 
Mstep: Class 21 contains 3886 members 
Mstep: Class 22 contains 14630 members 
Mstep: Class 23 contains 12960 members 
Mstep: Class 24 contains 11911 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10473 members 
Mstep: Class 27 contains 4688 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14177 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 10997 members 
Mstep: Class 32 contains 14640 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 16065 members 
Mstep: Class 36 contains 12828 members 
Mstep: Class 37 contains 5327 members 
Mstep: Class 38 contains 27906 members 
Mstep: Class 39 contains 18357 members 
Mstep: Class 40 contains 48298 members 
Mstep: Class 41 contains 61095 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150801392.000000 Penalty: 149390.437500
Iteration 155Q: 44 clusters Score -1.508014e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 40762 members 
Mstep: Class 3 contains 13062 members 
Mstep: Class 4 contains 171359 members 
Mstep: Class 5 contains 50894 members 
Mstep: Class 6 contains 156044 members 
Mstep: Class 7 contains 100166 members 
Mstep: Class 8 contains 76812 members 
Mstep: Class 9 contains 179926 members 
Mstep: Class 10 contains 7955 members 
Mstep: Class 11 contains 15611 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5080 members 
Mstep: Class 14 contains 8807 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 17428 members 
Mstep: Class 17 contains 8676 members 
Mstep: Class 18 contains 10015 members 
Mstep: Class 19 contains 7111 members 
Mstep: Class 20 contains 4275 members 
Mstep: Class 21 contains 3750 members 
Mstep: Class 22 contains 14623 members 
Mstep: Class 23 contains 12964 members 
Mstep: Class 24 contains 11907 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10463 members 
Mstep: Class 27 contains 4692 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14180 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 10978 members 
Mstep: Class 32 contains 14639 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 16067 members 
Mstep: Class 36 contains 12830 members 
Mstep: Class 37 contains 5336 members 
Mstep: Class 38 contains 27913 members 
Mstep: Class 39 contains 18566 members 
Mstep: Class 40 contains 48309 members 
Mstep: Class 41 contains 61066 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150801728.000000 Penalty: 149390.437500
Iteration 156Q: 44 clusters Score -1.508017e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 41122 members 
Mstep: Class 3 contains 13063 members 
Mstep: Class 4 contains 171292 members 
Mstep: Class 5 contains 50858 members 
Mstep: Class 6 contains 155676 members 
Mstep: Class 7 contains 100166 members 
Mstep: Class 8 contains 76818 members 
Mstep: Class 9 contains 179887 members 
Mstep: Class 10 contains 7956 members 
Mstep: Class 11 contains 15604 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5079 members 
Mstep: Class 14 contains 8805 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 17433 members 
Mstep: Class 17 contains 8699 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 7112 members 
Mstep: Class 20 contains 4285 members 
Mstep: Class 21 contains 3633 members 
Mstep: Class 22 contains 14618 members 
Mstep: Class 23 contains 12970 members 
Mstep: Class 24 contains 11903 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10449 members 
Mstep: Class 27 contains 4694 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14177 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 10958 members 
Mstep: Class 32 contains 14638 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 16080 members 
Mstep: Class 36 contains 12831 members 
Mstep: Class 37 contains 5349 members 
Mstep: Class 38 contains 27920 members 
Mstep: Class 39 contains 18758 members 
Mstep: Class 40 contains 48311 members 
Mstep: Class 41 contains 61048 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150802000.000000 Penalty: 149390.437500
Iteration 157Q: 44 clusters Score -1.50802e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 41495 members 
Mstep: Class 3 contains 13064 members 
Mstep: Class 4 contains 171216 members 
Mstep: Class 5 contains 50838 members 
Mstep: Class 6 contains 155302 members 
Mstep: Class 7 contains 100166 members 
Mstep: Class 8 contains 76837 members 
Mstep: Class 9 contains 179856 members 
Mstep: Class 10 contains 7950 members 
Mstep: Class 11 contains 15600 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5079 members 
Mstep: Class 14 contains 8802 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 17439 members 
Mstep: Class 17 contains 8720 members 
Mstep: Class 18 contains 10112 members 
Mstep: Class 19 contains 7114 members 
Mstep: Class 20 contains 4288 members 
Mstep: Class 21 contains 3530 members 
Mstep: Class 22 contains 14619 members 
Mstep: Class 23 contains 12978 members 
Mstep: Class 24 contains 11901 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10425 members 
Mstep: Class 27 contains 4694 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14176 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 10949 members 
Mstep: Class 32 contains 14635 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 16078 members 
Mstep: Class 36 contains 12831 members 
Mstep: Class 37 contains 5364 members 
Mstep: Class 38 contains 27910 members 
Mstep: Class 39 contains 18926 members 
Mstep: Class 40 contains 48322 members 
Mstep: Class 41 contains 61043 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150802032.000000 Penalty: 149390.437500
Iteration 158Q: 44 clusters Score -1.50802e+08 nChanged 1376
Entering ConstructFrom: 
Score: -150802032.000000 Penalty: 149390.437500
Entering ConstructFrom: 
Trying to split cluster 1 (8017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Entering Unmasked Estep 
Score: -984518.437500 Penalty: 2229.351318
	Iteration 0F: 2 clusters Score -984518.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -978138.937500 Penalty: 4458.702637
	Iteration 0F: 3 clusters Score -978138.9 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -979937.625000 Penalty: 4458.702637
	Iteration 1F: 3 clusters Score -979937.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -980214.812500 Penalty: 4458.702637
	Iteration 2F: 3 clusters Score -980214.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -980420.312500 Penalty: 4458.702637
	Iteration 3Q: 3 clusters Score -980420.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -980590.687500 Penalty: 4458.702637
	Iteration 4Q: 3 clusters Score -980590.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -980723.375000 Penalty: 4458.702637
	Iteration 5Q: 3 clusters Score -980723.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -980853.312500 Penalty: 4458.702637
	Iteration 6Q: 3 clusters Score -980853.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -981005.875000 Penalty: 4458.702637
	Iteration 7Q: 3 clusters Score -981005.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -981167.250000 Penalty: 4458.702637
	Iteration 8Q: 3 clusters Score -981167.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -981338.187500 Penalty: 4458.702637
	Iteration 9Q: 3 clusters Score -981338.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -981520.250000 Penalty: 4458.702637
	Iteration 10Q: 3 clusters Score -981520.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -981705.187500 Penalty: 4458.702637
	Iteration 11Q: 3 clusters Score -981705.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -981883.875000 Penalty: 4458.702637
	Iteration 12Q: 3 clusters Score -981883.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -982053.750000 Penalty: 4458.702637
	Iteration 13Q: 3 clusters Score -982053.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -982200.937500 Penalty: 4458.702637
	Iteration 14Q: 3 clusters Score -982200.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -982304.875000 Penalty: 4458.702637
	Iteration 15Q: 3 clusters Score -982304.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -982386.250000 Penalty: 4458.702637
	Iteration 16Q: 3 clusters Score -982386.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -982460.187500 Penalty: 4458.702637
	Iteration 17Q: 3 clusters Score -982460.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -982510.062500 Penalty: 4458.702637
	Iteration 18Q: 3 clusters Score -982510.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -982559.937500 Penalty: 4458.702637
	Iteration 19Q: 3 clusters Score -982559.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -982596.562500 Penalty: 4458.702637
	Iteration 20F: 3 clusters Score -982596.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -982625.500000 Penalty: 4458.702637
	Iteration 21Q: 3 clusters Score -982625.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -982652.687500 Penalty: 4458.702637
	Iteration 22Q: 3 clusters Score -982652.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -982665.937500 Penalty: 4458.702637
	Iteration 23Q: 3 clusters Score -982665.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -982675.250000 Penalty: 4458.702637
	Iteration 24Q: 3 clusters Score -982675.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -982681.437500 Penalty: 4458.702637
	Iteration 25Q: 3 clusters Score -982681.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -982686.187500 Penalty: 4458.702637
	Iteration 26Q: 3 clusters Score -982686.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -982693.187500 Penalty: 4458.702637
	Iteration 27Q: 3 clusters Score -982693.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -982695.687500 Penalty: 4458.702637
	Iteration 28Q: 3 clusters Score -982695.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -982697.187500 Penalty: 4458.702637
	Iteration 29Q: 3 clusters Score -982697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -982700.750000 Penalty: 4458.702637
	Iteration 30Q: 3 clusters Score -982700.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -982701.437500 Penalty: 4458.702637
	Iteration 31Q: 3 clusters Score -982701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -982701.125000 Penalty: 4458.702637
	Iteration 32Q: 3 clusters Score -982701.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -982702.875000 Penalty: 4458.702637
	Iteration 33Q: 3 clusters Score -982702.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -982707.312500 Penalty: 4458.702637
	Iteration 34Q: 3 clusters Score -982707.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -982707.375000 Penalty: 4458.702637
	Iteration 35Q: 3 clusters Score -982707.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -982709.937500 Penalty: 4458.702637
	Iteration 36Q: 3 clusters Score -982709.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -982712.750000 Penalty: 4458.702637
	Iteration 37Q: 3 clusters Score -982712.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -982715.000000 Penalty: 4458.702637
	Iteration 38Q: 3 clusters Score -982715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -982716.500000 Penalty: 4458.702637
	Iteration 39Q: 3 clusters Score -982716.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -982719.500000 Penalty: 4458.702637
	Iteration 40F: 3 clusters Score -982719.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -982721.375000 Penalty: 4458.702637
	Iteration 41Q: 3 clusters Score -982721.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -982725.625000 Penalty: 4458.702637
	Iteration 42Q: 3 clusters Score -982725.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -982727.062500 Penalty: 4458.702637
	Iteration 43Q: 3 clusters Score -982727.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -982729.250000 Penalty: 4458.702637
	Iteration 44Q: 3 clusters Score -982729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -982732.687500 Penalty: 4458.702637
	Iteration 45Q: 3 clusters Score -982732.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -982732.375000 Penalty: 4458.702637
	Iteration 46Q: 3 clusters Score -982732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -982734.750000 Penalty: 4458.702637
	Iteration 47Q: 3 clusters Score -982734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -982735.312500 Penalty: 4458.702637
	Iteration 48Q: 3 clusters Score -982735.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -982735.312500 Penalty: 4458.702637
	Iteration 49F: 3 clusters Score -982735.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Entering Unmasked Estep 
Score: -5355305.000000 Penalty: 2639.095215
	Iteration 0F: 2 clusters Score -5355305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -5326985.500000 Penalty: 5278.190430
	Iteration 0F: 3 clusters Score -5326986 nChanged 19106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -5337426.500000 Penalty: 5278.190430
	Iteration 1F: 3 clusters Score -5337426 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -5337867.500000 Penalty: 5278.190430
	Iteration 2Q: 3 clusters Score -5337868 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -5338213.500000 Penalty: 5278.190430
	Iteration 3Q: 3 clusters Score -5338214 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -5338539.500000 Penalty: 5278.190430
	Iteration 4Q: 3 clusters Score -5338540 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -5338831.500000 Penalty: 5278.190430
	Iteration 5Q: 3 clusters Score -5338832 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -5339192.000000 Penalty: 5278.190430
	Iteration 6Q: 3 clusters Score -5339192 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -5339829.500000 Penalty: 5278.190430
	Iteration 7Q: 3 clusters Score -5339830 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -5340924.500000 Penalty: 5278.190430
	Iteration 8Q: 3 clusters Score -5340924 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -5342685.000000 Penalty: 5278.190430
	Iteration 9F: 3 clusters Score -5342685 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -5344849.500000 Penalty: 5278.190430
	Iteration 10F: 3 clusters Score -5344850 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -5346808.500000 Penalty: 5278.190430
	Iteration 11F: 3 clusters Score -5346808 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -5348416.500000 Penalty: 5278.190430
	Iteration 12F: 3 clusters Score -5348416 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -5349595.500000 Penalty: 5278.190430
	Iteration 13Q: 3 clusters Score -5349596 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -5350572.000000 Penalty: 5278.190430
	Iteration 14Q: 3 clusters Score -5350572 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -5351451.000000 Penalty: 5278.190430
	Iteration 15Q: 3 clusters Score -5351451 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -5352176.500000 Penalty: 5278.190430
	Iteration 16Q: 3 clusters Score -5352176 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -5352654.500000 Penalty: 5278.190430
	Iteration 17Q: 3 clusters Score -5352654 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -5352938.500000 Penalty: 5278.190430
	Iteration 18Q: 3 clusters Score -5352938 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -5353120.000000 Penalty: 5278.190430
	Iteration 19Q: 3 clusters Score -5353120 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -5353227.000000 Penalty: 5278.190430
	Iteration 20F: 3 clusters Score -5353227 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -5353359.000000 Penalty: 5278.190430
	Iteration 21Q: 3 clusters Score -5353359 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -5353422.000000 Penalty: 5278.190430
	Iteration 22Q: 3 clusters Score -5353422 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -5353507.000000 Penalty: 5278.190430
	Iteration 23Q: 3 clusters Score -5353507 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -5353566.500000 Penalty: 5278.190430
	Iteration 24Q: 3 clusters Score -5353566 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -5353608.000000 Penalty: 5278.190430
	Iteration 25Q: 3 clusters Score -5353608 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -5353664.000000 Penalty: 5278.190430
	Iteration 26Q: 3 clusters Score -5353664 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -5353702.500000 Penalty: 5278.190430
	Iteration 27Q: 3 clusters Score -5353702 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -5353766.500000 Penalty: 5278.190430
	Iteration 28Q: 3 clusters Score -5353766 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -5353800.000000 Penalty: 5278.190430
	Iteration 29Q: 3 clusters Score -5353800 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -5353823.000000 Penalty: 5278.190430
	Iteration 30Q: 3 clusters Score -5353823 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -5353847.500000 Penalty: 5278.190430
	Iteration 31Q: 3 clusters Score -5353848 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -5353877.500000 Penalty: 5278.190430
	Iteration 32Q: 3 clusters Score -5353878 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -5353901.500000 Penalty: 5278.190430
	Iteration 33Q: 3 clusters Score -5353902 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -5353918.000000 Penalty: 5278.190430
	Iteration 34Q: 3 clusters Score -5353918 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -5353931.500000 Penalty: 5278.190430
	Iteration 35Q: 3 clusters Score -5353932 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -5353945.000000 Penalty: 5278.190430
	Iteration 36Q: 3 clusters Score -5353945 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -5353967.000000 Penalty: 5278.190430
	Iteration 37Q: 3 clusters Score -5353967 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -5353970.500000 Penalty: 5278.190430
	Iteration 38Q: 3 clusters Score -5353970 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -5353978.000000 Penalty: 5278.190430
	Iteration 39Q: 3 clusters Score -5353978 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -5353985.500000 Penalty: 5278.190430
	Iteration 40F: 3 clusters Score -5353986 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -5354007.000000 Penalty: 5278.190430
	Iteration 41Q: 3 clusters Score -5354007 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -5354015.000000 Penalty: 5278.190430
	Iteration 42Q: 3 clusters Score -5354015 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -5354027.500000 Penalty: 5278.190430
	Iteration 43Q: 3 clusters Score -5354028 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -5354030.500000 Penalty: 5278.190430
	Iteration 44Q: 3 clusters Score -5354030 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -5354036.500000 Penalty: 5278.190430
	Iteration 45Q: 3 clusters Score -5354036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -5354046.500000 Penalty: 5278.190430
	Iteration 46Q: 3 clusters Score -5354046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -5354052.500000 Penalty: 5278.190430
	Iteration 47Q: 3 clusters Score -5354052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -5354063.500000 Penalty: 5278.190430
	Iteration 48Q: 3 clusters Score -5354064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -5354066.000000 Penalty: 5278.190430
	Iteration 49Q: 3 clusters Score -5354066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -5354068.500000 Penalty: 5278.190430
	Iteration 50Q: 3 clusters Score -5354068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -5354076.500000 Penalty: 5278.190430
	Iteration 51Q: 3 clusters Score -5354076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -5354079.500000 Penalty: 5278.190430
	Iteration 52Q: 3 clusters Score -5354080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -5354083.000000 Penalty: 5278.190430
	Iteration 53Q: 3 clusters Score -5354083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -5354093.000000 Penalty: 5278.190430
	Iteration 54Q: 3 clusters Score -5354093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -5354099.000000 Penalty: 5278.190430
	Iteration 55Q: 3 clusters Score -5354099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -5354093.500000 Penalty: 5278.190430
	Iteration 56Q: 3 clusters Score -5354094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -5354093.000000 Penalty: 5278.190430
	Iteration 57Q: 3 clusters Score -5354093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -5354090.000000 Penalty: 5278.190430
	Iteration 58Q: 3 clusters Score -5354090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -5354104.000000 Penalty: 5278.190430
	Iteration 59Q: 3 clusters Score -5354104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -5354103.000000 Penalty: 5278.190430
	Iteration 60F: 3 clusters Score -5354103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -5354108.000000 Penalty: 5278.190430
	Iteration 61Q: 3 clusters Score -5354108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -5354112.000000 Penalty: 5278.190430
	Iteration 62Q: 3 clusters Score -5354112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -5354112.500000 Penalty: 5278.190430
	Iteration 63Q: 3 clusters Score -5354112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -5354122.500000 Penalty: 5278.190430
	Iteration 64Q: 3 clusters Score -5354122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -5354112.000000 Penalty: 5278.190430
	Iteration 65Q: 3 clusters Score -5354112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -5354123.000000 Penalty: 5278.190430
	Iteration 66Q: 3 clusters Score -5354123 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -5354116.500000 Penalty: 5278.190430
	Iteration 67Q: 3 clusters Score -5354116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -5354118.500000 Penalty: 5278.190430
	Iteration 68Q: 3 clusters Score -5354118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -5354132.000000 Penalty: 5278.190430
	Iteration 69Q: 3 clusters Score -5354132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -5354129.500000 Penalty: 5278.190430
	Iteration 70Q: 3 clusters Score -5354130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -5354131.000000 Penalty: 5278.190430
	Iteration 71Q: 3 clusters Score -5354131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -5354127.000000 Penalty: 5278.190430
	Iteration 72Q: 3 clusters Score -5354127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -5354124.500000 Penalty: 5278.190430
	Iteration 73Q: 3 clusters Score -5354124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -5354118.500000 Penalty: 5278.190430
	Iteration 74Q: 3 clusters Score -5354118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -5354120.000000 Penalty: 5278.190430
	Iteration 75Q: 3 clusters Score -5354120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -5354118.500000 Penalty: 5278.190430
	Iteration 76Q: 3 clusters Score -5354118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -5354123.500000 Penalty: 5278.190430
	Iteration 77Q: 3 clusters Score -5354124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -5354119.500000 Penalty: 5278.190430
	Iteration 78Q: 3 clusters Score -5354120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -5354119.500000 Penalty: 5278.190430
	Iteration 79Q: 3 clusters Score -5354120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -5354119.500000 Penalty: 5278.190430
	Iteration 80F: 3 clusters Score -5354120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Entering Unmasked Estep 
Score: -1587168.625000 Penalty: 2350.429688
	Iteration 0F: 2 clusters Score -1587169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1577555.875000 Penalty: 4700.859375
	Iteration 0F: 3 clusters Score -1577556 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1580672.500000 Penalty: 4700.859375
	Iteration 1F: 3 clusters Score -1580672 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1581181.250000 Penalty: 4700.859375
	Iteration 2F: 3 clusters Score -1581181 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1581688.375000 Penalty: 4700.859375
	Iteration 3F: 3 clusters Score -1581688 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1582116.875000 Penalty: 4700.859375
	Iteration 4F: 3 clusters Score -1582117 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1582528.750000 Penalty: 4700.859375
	Iteration 5F: 3 clusters Score -1582529 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1582954.125000 Penalty: 4700.859375
	Iteration 6F: 3 clusters Score -1582954 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1583397.125000 Penalty: 4700.859375
	Iteration 7Q: 3 clusters Score -1583397 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1583869.875000 Penalty: 4700.859375
	Iteration 8Q: 3 clusters Score -1583870 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1584285.250000 Penalty: 4700.859375
	Iteration 9Q: 3 clusters Score -1584285 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1584625.375000 Penalty: 4700.859375
	Iteration 10Q: 3 clusters Score -1584625 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1584879.500000 Penalty: 4700.859375
	Iteration 11Q: 3 clusters Score -1584880 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1585058.250000 Penalty: 4700.859375
	Iteration 12Q: 3 clusters Score -1585058 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1585184.125000 Penalty: 4700.859375
	Iteration 13Q: 3 clusters Score -1585184 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1585285.250000 Penalty: 4700.859375
	Iteration 14Q: 3 clusters Score -1585285 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1585372.875000 Penalty: 4700.859375
	Iteration 15Q: 3 clusters Score -1585373 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1585437.500000 Penalty: 4700.859375
	Iteration 16Q: 3 clusters Score -1585438 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1585519.500000 Penalty: 4700.859375
	Iteration 17Q: 3 clusters Score -1585520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1585576.375000 Penalty: 4700.859375
	Iteration 18Q: 3 clusters Score -1585576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1585619.250000 Penalty: 4700.859375
	Iteration 19Q: 3 clusters Score -1585619 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1585659.250000 Penalty: 4700.859375
	Iteration 20F: 3 clusters Score -1585659 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1585694.250000 Penalty: 4700.859375
	Iteration 21Q: 3 clusters Score -1585694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1585713.500000 Penalty: 4700.859375
	Iteration 22Q: 3 clusters Score -1585714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1585729.625000 Penalty: 4700.859375
	Iteration 23Q: 3 clusters Score -1585730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1585741.000000 Penalty: 4700.859375
	Iteration 24Q: 3 clusters Score -1585741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1585753.625000 Penalty: 4700.859375
	Iteration 25Q: 3 clusters Score -1585754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1585761.875000 Penalty: 4700.859375
	Iteration 26Q: 3 clusters Score -1585762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1585767.875000 Penalty: 4700.859375
	Iteration 27Q: 3 clusters Score -1585768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1585774.000000 Penalty: 4700.859375
	Iteration 28Q: 3 clusters Score -1585774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1585778.250000 Penalty: 4700.859375
	Iteration 29Q: 3 clusters Score -1585778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1585783.750000 Penalty: 4700.859375
	Iteration 30Q: 3 clusters Score -1585784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1585788.125000 Penalty: 4700.859375
	Iteration 31Q: 3 clusters Score -1585788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1585788.375000 Penalty: 4700.859375
	Iteration 32Q: 3 clusters Score -1585788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1585796.000000 Penalty: 4700.859375
	Iteration 33Q: 3 clusters Score -1585796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1585798.375000 Penalty: 4700.859375
	Iteration 34Q: 3 clusters Score -1585798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1585799.625000 Penalty: 4700.859375
	Iteration 35Q: 3 clusters Score -1585800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1585800.875000 Penalty: 4700.859375
	Iteration 36Q: 3 clusters Score -1585801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1585804.500000 Penalty: 4700.859375
	Iteration 37Q: 3 clusters Score -1585804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1585807.500000 Penalty: 4700.859375
	Iteration 38Q: 3 clusters Score -1585808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1585808.625000 Penalty: 4700.859375
	Iteration 39Q: 3 clusters Score -1585809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1585811.000000 Penalty: 4700.859375
	Iteration 40F: 3 clusters Score -1585811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1585810.500000 Penalty: 4700.859375
	Iteration 41Q: 3 clusters Score -1585810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1585810.750000 Penalty: 4700.859375
	Iteration 42Q: 3 clusters Score -1585811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1585811.250000 Penalty: 4700.859375
	Iteration 43Q: 3 clusters Score -1585811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1585814.875000 Penalty: 4700.859375
	Iteration 44Q: 3 clusters Score -1585815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1585813.500000 Penalty: 4700.859375
	Iteration 45Q: 3 clusters Score -1585814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1585816.625000 Penalty: 4700.859375
	Iteration 46Q: 3 clusters Score -1585817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1585817.250000 Penalty: 4700.859375
	Iteration 47Q: 3 clusters Score -1585817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1585817.375000 Penalty: 4700.859375
	Iteration 48Q: 3 clusters Score -1585817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1585823.375000 Penalty: 4700.859375
	Iteration 49Q: 3 clusters Score -1585823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1585822.875000 Penalty: 4700.859375
	Iteration 50Q: 3 clusters Score -1585823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1585823.000000 Penalty: 4700.859375
	Iteration 51Q: 3 clusters Score -1585823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1585825.250000 Penalty: 4700.859375
	Iteration 52Q: 3 clusters Score -1585825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1585826.125000 Penalty: 4700.859375
	Iteration 53Q: 3 clusters Score -1585826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1585824.625000 Penalty: 4700.859375
	Iteration 54Q: 3 clusters Score -1585825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1585824.625000 Penalty: 4700.859375
	Iteration 55F: 3 clusters Score -1585825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (171143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171143 members 
Entering Unmasked Estep 
Score: -22152896.000000 Penalty: 2988.463135
	Iteration 0F: 2 clusters Score -2.21529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85224 members 
Mstep: Class 2 contains 85919 members 
Entering Unmasked Estep 
Score: -22043844.000000 Penalty: 5976.926270
	Iteration 0F: 3 clusters Score -2.204384e+07 nChanged 81935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80585 members 
Mstep: Class 2 contains 90558 members 
Entering Unmasked Estep 
Score: -22091674.000000 Penalty: 5976.926270
	Iteration 1F: 3 clusters Score -2.209167e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77609 members 
Mstep: Class 2 contains 93534 members 
Entering Unmasked Estep 
Score: -22092718.000000 Penalty: 5976.926270
	Iteration 2Q: 3 clusters Score -2.209272e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 98034 members 
Entering Unmasked Estep 
Score: -22094522.000000 Penalty: 5976.926270
	Iteration 3Q: 3 clusters Score -2.209452e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 104744 members 
Entering Unmasked Estep 
Score: -22097462.000000 Penalty: 5976.926270
	Iteration 4Q: 3 clusters Score -2.209746e+07 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 114580 members 
Entering Unmasked Estep 
Score: -22102780.000000 Penalty: 5976.926270
	Iteration 5F: 3 clusters Score -2.210278e+07 nChanged 13334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 127848 members 
Entering Unmasked Estep 
Score: -22112234.000000 Penalty: 5976.926270
	Iteration 6F: 3 clusters Score -2.211223e+07 nChanged 15239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 143055 members 
Entering Unmasked Estep 
Score: -22125000.000000 Penalty: 5976.926270
	Iteration 7F: 3 clusters Score -2.2125e+07 nChanged 13486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 156531 members 
Entering Unmasked Estep 
Score: -22138050.000000 Penalty: 5976.926270
	Iteration 8F: 3 clusters Score -2.213805e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 165072 members 
Entering Unmasked Estep 
Score: -22145612.000000 Penalty: 5976.926270
	Iteration 9Q: 3 clusters Score -2.214561e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 168842 members 
Entering Unmasked Estep 
Score: -22148620.000000 Penalty: 5976.926270
	Iteration 10Q: 3 clusters Score -2.214862e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 170135 members 
Entering Unmasked Estep 
Score: -22149574.000000 Penalty: 5976.926270
	Iteration 11Q: 3 clusters Score -2.214957e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 170571 members 
Entering Unmasked Estep 
Score: -22149996.000000 Penalty: 5976.926270
	Iteration 12Q: 3 clusters Score -2.215e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 170693 members 
Entering Unmasked Estep 
Score: -22150094.000000 Penalty: 5976.926270
	Iteration 13Q: 3 clusters Score -2.215009e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 170744 members 
Entering Unmasked Estep 
Score: -22150212.000000 Penalty: 5976.926270
	Iteration 14Q: 3 clusters Score -2.215021e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 170777 members 
Entering Unmasked Estep 
Score: -22150262.000000 Penalty: 5976.926270
	Iteration 15Q: 3 clusters Score -2.215026e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 170796 members 
Entering Unmasked Estep 
Score: -22150282.000000 Penalty: 5976.926270
	Iteration 16Q: 3 clusters Score -2.215028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 170808 members 
Entering Unmasked Estep 
Score: -22150294.000000 Penalty: 5976.926270
	Iteration 17Q: 3 clusters Score -2.215029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 170817 members 
Entering Unmasked Estep 
Score: -22150298.000000 Penalty: 5976.926270
	Iteration 18Q: 3 clusters Score -2.21503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 170822 members 
Entering Unmasked Estep 
Score: -22150314.000000 Penalty: 5976.926270
	Iteration 19Q: 3 clusters Score -2.215031e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 170831 members 
Entering Unmasked Estep 
Score: -22150342.000000 Penalty: 5976.926270
	Iteration 20F: 3 clusters Score -2.215034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 170834 members 
Entering Unmasked Estep 
Score: -22150376.000000 Penalty: 5976.926270
	Iteration 21Q: 3 clusters Score -2.215038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 170832 members 
Entering Unmasked Estep 
Score: -22150370.000000 Penalty: 5976.926270
	Iteration 22Q: 3 clusters Score -2.215037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 170836 members 
Entering Unmasked Estep 
Score: -22150374.000000 Penalty: 5976.926270
	Iteration 23Q: 3 clusters Score -2.215037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 170837 members 
Entering Unmasked Estep 
Score: -22150370.000000 Penalty: 5976.926270
	Iteration 24Q: 3 clusters Score -2.215037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 170837 members 
Entering Unmasked Estep 
Score: -22150392.000000 Penalty: 5976.926270
	Iteration 25Q: 3 clusters Score -2.215039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 170837 members 
Entering Unmasked Estep 
Score: -22150392.000000 Penalty: 5976.926270
	Iteration 26F: 3 clusters Score -2.215039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Entering Unmasked Estep 
Score: -6544833.500000 Penalty: 2687.309814
	Iteration 0F: 2 clusters Score -6544834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -6510699.500000 Penalty: 5374.619629
	Iteration 0F: 3 clusters Score -6510700 nChanged 23408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -6523969.500000 Penalty: 5374.619629
	Iteration 1F: 3 clusters Score -6523970 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -6525256.000000 Penalty: 5374.619629
	Iteration 2F: 3 clusters Score -6525256 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -6527168.000000 Penalty: 5374.619629
	Iteration 3F: 3 clusters Score -6527168 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -6530131.000000 Penalty: 5374.619629
	Iteration 4F: 3 clusters Score -6530131 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -6533739.500000 Penalty: 5374.619629
	Iteration 5F: 3 clusters Score -6533740 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -6537285.500000 Penalty: 5374.619629
	Iteration 6F: 3 clusters Score -6537286 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -6539930.000000 Penalty: 5374.619629
	Iteration 7F: 3 clusters Score -6539930 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -6541352.500000 Penalty: 5374.619629
	Iteration 8Q: 3 clusters Score -6541352 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -6541962.000000 Penalty: 5374.619629
	Iteration 9Q: 3 clusters Score -6541962 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -6542261.000000 Penalty: 5374.619629
	Iteration 10Q: 3 clusters Score -6542261 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -6542415.500000 Penalty: 5374.619629
	Iteration 11Q: 3 clusters Score -6542416 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -6542503.500000 Penalty: 5374.619629
	Iteration 12Q: 3 clusters Score -6542504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -6542549.000000 Penalty: 5374.619629
	Iteration 13Q: 3 clusters Score -6542549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -6542592.500000 Penalty: 5374.619629
	Iteration 14Q: 3 clusters Score -6542592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -6542618.500000 Penalty: 5374.619629
	Iteration 15Q: 3 clusters Score -6542618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -6542629.500000 Penalty: 5374.619629
	Iteration 16Q: 3 clusters Score -6542630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -6542640.500000 Penalty: 5374.619629
	Iteration 17Q: 3 clusters Score -6542640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -6542656.000000 Penalty: 5374.619629
	Iteration 18Q: 3 clusters Score -6542656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -6542663.000000 Penalty: 5374.619629
	Iteration 19Q: 3 clusters Score -6542663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -6542677.000000 Penalty: 5374.619629
	Iteration 20F: 3 clusters Score -6542677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -6542684.500000 Penalty: 5374.619629
	Iteration 21Q: 3 clusters Score -6542684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -6542679.500000 Penalty: 5374.619629
	Iteration 22Q: 3 clusters Score -6542680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -6542683.500000 Penalty: 5374.619629
	Iteration 23Q: 3 clusters Score -6542684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -6542682.500000 Penalty: 5374.619629
	Iteration 24Q: 3 clusters Score -6542682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -6542691.500000 Penalty: 5374.619629
	Iteration 25Q: 3 clusters Score -6542692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -6542699.000000 Penalty: 5374.619629
	Iteration 26Q: 3 clusters Score -6542699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -6542705.500000 Penalty: 5374.619629
	Iteration 27Q: 3 clusters Score -6542706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -6542702.500000 Penalty: 5374.619629
	Iteration 28Q: 3 clusters Score -6542702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -6542706.500000 Penalty: 5374.619629
	Iteration 29Q: 3 clusters Score -6542706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -6542712.500000 Penalty: 5374.619629
	Iteration 30Q: 3 clusters Score -6542712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -6542713.500000 Penalty: 5374.619629
	Iteration 31Q: 3 clusters Score -6542714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -6542714.500000 Penalty: 5374.619629
	Iteration 32Q: 3 clusters Score -6542714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -6542719.500000 Penalty: 5374.619629
	Iteration 33Q: 3 clusters Score -6542720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -6542720.000000 Penalty: 5374.619629
	Iteration 34Q: 3 clusters Score -6542720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -6542719.500000 Penalty: 5374.619629
	Iteration 35Q: 3 clusters Score -6542720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -6542719.500000 Penalty: 5374.619629
	Iteration 36F: 3 clusters Score -6542720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (154971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154971 members 
Entering Unmasked Estep 
Score: -19930808.000000 Penalty: 2963.846436
	Iteration 0F: 2 clusters Score -1.993081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77287 members 
Mstep: Class 2 contains 77684 members 
Entering Unmasked Estep 
Score: -19828054.000000 Penalty: 5927.692871
	Iteration 0F: 3 clusters Score -1.982805e+07 nChanged 74268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74273 members 
Mstep: Class 2 contains 80698 members 
Entering Unmasked Estep 
Score: -19871420.000000 Penalty: 5927.692871
	Iteration 1F: 3 clusters Score -1.987142e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72146 members 
Mstep: Class 2 contains 82825 members 
Entering Unmasked Estep 
Score: -19872622.000000 Penalty: 5927.692871
	Iteration 2Q: 3 clusters Score -1.987262e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68987 members 
Mstep: Class 2 contains 85984 members 
Entering Unmasked Estep 
Score: -19874282.000000 Penalty: 5927.692871
	Iteration 3Q: 3 clusters Score -1.987428e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 90737 members 
Entering Unmasked Estep 
Score: -19876910.000000 Penalty: 5927.692871
	Iteration 4Q: 3 clusters Score -1.987691e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 97865 members 
Entering Unmasked Estep 
Score: -19881228.000000 Penalty: 5927.692871
	Iteration 5F: 3 clusters Score -1.988123e+07 nChanged 10872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 107851 members 
Entering Unmasked Estep 
Score: -19888704.000000 Penalty: 5927.692871
	Iteration 6F: 3 clusters Score -1.98887e+07 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 120078 members 
Entering Unmasked Estep 
Score: -19899332.000000 Penalty: 5927.692871
	Iteration 7F: 3 clusters Score -1.989933e+07 nChanged 12039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 131951 members 
Entering Unmasked Estep 
Score: -19910448.000000 Penalty: 5927.692871
	Iteration 8F: 3 clusters Score -1.991045e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 140533 members 
Entering Unmasked Estep 
Score: -19919210.000000 Penalty: 5927.692871
	Iteration 9F: 3 clusters Score -1.991921e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 145208 members 
Entering Unmasked Estep 
Score: -19924142.000000 Penalty: 5927.692871
	Iteration 10Q: 3 clusters Score -1.992414e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 147436 members 
Entering Unmasked Estep 
Score: -19926428.000000 Penalty: 5927.692871
	Iteration 11Q: 3 clusters Score -1.992643e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 148660 members 
Entering Unmasked Estep 
Score: -19927504.000000 Penalty: 5927.692871
	Iteration 12Q: 3 clusters Score -1.99275e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 149473 members 
Entering Unmasked Estep 
Score: -19928044.000000 Penalty: 5927.692871
	Iteration 13Q: 3 clusters Score -1.992804e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 150116 members 
Entering Unmasked Estep 
Score: -19928410.000000 Penalty: 5927.692871
	Iteration 14Q: 3 clusters Score -1.992841e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 150606 members 
Entering Unmasked Estep 
Score: -19928652.000000 Penalty: 5927.692871
	Iteration 15Q: 3 clusters Score -1.992865e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 150971 members 
Entering Unmasked Estep 
Score: -19928796.000000 Penalty: 5927.692871
	Iteration 16Q: 3 clusters Score -1.99288e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 151262 members 
Entering Unmasked Estep 
Score: -19928860.000000 Penalty: 5927.692871
	Iteration 17Q: 3 clusters Score -1.992886e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 151501 members 
Entering Unmasked Estep 
Score: -19928916.000000 Penalty: 5927.692871
	Iteration 18Q: 3 clusters Score -1.992892e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 151674 members 
Entering Unmasked Estep 
Score: -19929000.000000 Penalty: 5927.692871
	Iteration 19Q: 3 clusters Score -1.9929e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 151817 members 
Entering Unmasked Estep 
Score: -19929028.000000 Penalty: 5927.692871
	Iteration 20F: 3 clusters Score -1.992903e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 151940 members 
Entering Unmasked Estep 
Score: -19929030.000000 Penalty: 5927.692871
	Iteration 21Q: 3 clusters Score -1.992903e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 152035 members 
Entering Unmasked Estep 
Score: -19929054.000000 Penalty: 5927.692871
	Iteration 22Q: 3 clusters Score -1.992905e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 152109 members 
Entering Unmasked Estep 
Score: -19929096.000000 Penalty: 5927.692871
	Iteration 23Q: 3 clusters Score -1.99291e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 152188 members 
Entering Unmasked Estep 
Score: -19929106.000000 Penalty: 5927.692871
	Iteration 24Q: 3 clusters Score -1.992911e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 152257 members 
Entering Unmasked Estep 
Score: -19929094.000000 Penalty: 5927.692871
	Iteration 25Q: 3 clusters Score -1.992909e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 152314 members 
Entering Unmasked Estep 
Score: -19929124.000000 Penalty: 5927.692871
	Iteration 26Q: 3 clusters Score -1.992912e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 152373 members 
Entering Unmasked Estep 
Score: -19929128.000000 Penalty: 5927.692871
	Iteration 27Q: 3 clusters Score -1.992913e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 152433 members 
Entering Unmasked Estep 
Score: -19929122.000000 Penalty: 5927.692871
	Iteration 28Q: 3 clusters Score -1.992912e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 152473 members 
Entering Unmasked Estep 
Score: -19929110.000000 Penalty: 5927.692871
	Iteration 29Q: 3 clusters Score -1.992911e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 152502 members 
Entering Unmasked Estep 
Score: -19929102.000000 Penalty: 5927.692871
	Iteration 30Q: 3 clusters Score -1.99291e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 152529 members 
Entering Unmasked Estep 
Score: -19929122.000000 Penalty: 5927.692871
	Iteration 31Q: 3 clusters Score -1.992912e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 152551 members 
Entering Unmasked Estep 
Score: -19929134.000000 Penalty: 5927.692871
	Iteration 32Q: 3 clusters Score -1.992913e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 152572 members 
Entering Unmasked Estep 
Score: -19929116.000000 Penalty: 5927.692871
	Iteration 33Q: 3 clusters Score -1.992912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 152588 members 
Entering Unmasked Estep 
Score: -19929130.000000 Penalty: 5927.692871
	Iteration 34Q: 3 clusters Score -1.992913e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 152605 members 
Entering Unmasked Estep 
Score: -19929148.000000 Penalty: 5927.692871
	Iteration 35Q: 3 clusters Score -1.992915e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 152624 members 
Entering Unmasked Estep 
Score: -19929140.000000 Penalty: 5927.692871
	Iteration 36Q: 3 clusters Score -1.992914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 152635 members 
Entering Unmasked Estep 
Score: -19929138.000000 Penalty: 5927.692871
	Iteration 37Q: 3 clusters Score -1.992914e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 152650 members 
Entering Unmasked Estep 
Score: -19929134.000000 Penalty: 5927.692871
	Iteration 38Q: 3 clusters Score -1.992913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 152666 members 
Entering Unmasked Estep 
Score: -19929138.000000 Penalty: 5927.692871
	Iteration 39Q: 3 clusters Score -1.992914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 152678 members 
Entering Unmasked Estep 
Score: -19929146.000000 Penalty: 5927.692871
	Iteration 40F: 3 clusters Score -1.992915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 152684 members 
Entering Unmasked Estep 
Score: -19929126.000000 Penalty: 5927.692871
	Iteration 41Q: 3 clusters Score -1.992913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 152688 members 
Entering Unmasked Estep 
Score: -19929142.000000 Penalty: 5927.692871
	Iteration 42Q: 3 clusters Score -1.992914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 152693 members 
Entering Unmasked Estep 
Score: -19929134.000000 Penalty: 5927.692871
	Iteration 43Q: 3 clusters Score -1.992913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 152697 members 
Entering Unmasked Estep 
Score: -19929140.000000 Penalty: 5927.692871
	Iteration 44Q: 3 clusters Score -1.992914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 152701 members 
Entering Unmasked Estep 
Score: -19929134.000000 Penalty: 5927.692871
	Iteration 45Q: 3 clusters Score -1.992913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 152707 members 
Entering Unmasked Estep 
Score: -19929142.000000 Penalty: 5927.692871
	Iteration 46Q: 3 clusters Score -1.992914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 152711 members 
Entering Unmasked Estep 
Score: -19929154.000000 Penalty: 5927.692871
	Iteration 47Q: 3 clusters Score -1.992915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 152715 members 
Entering Unmasked Estep 
Score: -19929152.000000 Penalty: 5927.692871
	Iteration 48Q: 3 clusters Score -1.992915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 152718 members 
Entering Unmasked Estep 
Score: -19929160.000000 Penalty: 5927.692871
	Iteration 49Q: 3 clusters Score -1.992916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 152727 members 
Entering Unmasked Estep 
Score: -19929166.000000 Penalty: 5927.692871
	Iteration 50Q: 3 clusters Score -1.992917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 152730 members 
Entering Unmasked Estep 
Score: -19929162.000000 Penalty: 5927.692871
	Iteration 51Q: 3 clusters Score -1.992916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 152732 members 
Entering Unmasked Estep 
Score: -19929150.000000 Penalty: 5927.692871
	Iteration 52Q: 3 clusters Score -1.992915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 152733 members 
Entering Unmasked Estep 
Score: -19929156.000000 Penalty: 5927.692871
	Iteration 53Q: 3 clusters Score -1.992916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 152734 members 
Entering Unmasked Estep 
Score: -19929152.000000 Penalty: 5927.692871
	Iteration 54Q: 3 clusters Score -1.992915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 152735 members 
Entering Unmasked Estep 
Score: -19929152.000000 Penalty: 5927.692871
	Iteration 55Q: 3 clusters Score -1.992915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 152738 members 
Entering Unmasked Estep 
Score: -19929158.000000 Penalty: 5927.692871
	Iteration 56Q: 3 clusters Score -1.992916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 152738 members 
Entering Unmasked Estep 
Score: -19929158.000000 Penalty: 5927.692871
	Iteration 57F: 3 clusters Score -1.992916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (100167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100167 members 
Entering Unmasked Estep 
Score: -12972014.000000 Penalty: 2855.619385
	Iteration 0F: 2 clusters Score -1.297201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -12905116.000000 Penalty: 5711.238770
	Iteration 0F: 3 clusters Score -1.290512e+07 nChanged 47470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -12931946.000000 Penalty: 5711.238770
	Iteration 1F: 3 clusters Score -1.293195e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -12932631.000000 Penalty: 5711.238770
	Iteration 2Q: 3 clusters Score -1.293263e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -12933214.000000 Penalty: 5711.238770
	Iteration 3Q: 3 clusters Score -1.293321e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -12933953.000000 Penalty: 5711.238770
	Iteration 4Q: 3 clusters Score -1.293395e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -12934801.000000 Penalty: 5711.238770
	Iteration 5Q: 3 clusters Score -1.29348e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -12936310.000000 Penalty: 5711.238770
	Iteration 6Q: 3 clusters Score -1.293631e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -12938774.000000 Penalty: 5711.238770
	Iteration 7F: 3 clusters Score -1.293877e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65408 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -12942382.000000 Penalty: 5711.238770
	Iteration 8F: 3 clusters Score -1.294238e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71345 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -12947165.000000 Penalty: 5711.238770
	Iteration 9F: 3 clusters Score -1.294716e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77474 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -12952117.000000 Penalty: 5711.238770
	Iteration 10F: 3 clusters Score -1.295212e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83192 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -12956676.000000 Penalty: 5711.238770
	Iteration 11F: 3 clusters Score -1.295668e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88196 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -12960476.000000 Penalty: 5711.238770
	Iteration 12F: 3 clusters Score -1.296048e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92144 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -12963387.000000 Penalty: 5711.238770
	Iteration 13Q: 3 clusters Score -1.296339e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95171 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -12965792.000000 Penalty: 5711.238770
	Iteration 14Q: 3 clusters Score -1.296579e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97195 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -12967356.000000 Penalty: 5711.238770
	Iteration 15Q: 3 clusters Score -1.296736e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98442 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -12968373.000000 Penalty: 5711.238770
	Iteration 16Q: 3 clusters Score -1.296837e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99085 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -12968882.000000 Penalty: 5711.238770
	Iteration 17Q: 3 clusters Score -1.296888e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99388 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -12969152.000000 Penalty: 5711.238770
	Iteration 18Q: 3 clusters Score -1.296915e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99549 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -12969309.000000 Penalty: 5711.238770
	Iteration 19Q: 3 clusters Score -1.296931e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99625 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -12969405.000000 Penalty: 5711.238770
	Iteration 20F: 3 clusters Score -1.29694e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99665 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12969452.000000 Penalty: 5711.238770
	Iteration 21Q: 3 clusters Score -1.296945e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99693 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12969492.000000 Penalty: 5711.238770
	Iteration 22Q: 3 clusters Score -1.296949e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99716 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -12969541.000000 Penalty: 5711.238770
	Iteration 23Q: 3 clusters Score -1.296954e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99733 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -12969549.000000 Penalty: 5711.238770
	Iteration 24Q: 3 clusters Score -1.296955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99742 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12969565.000000 Penalty: 5711.238770
	Iteration 25Q: 3 clusters Score -1.296956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99755 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -12969580.000000 Penalty: 5711.238770
	Iteration 26Q: 3 clusters Score -1.296958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99767 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -12969589.000000 Penalty: 5711.238770
	Iteration 27Q: 3 clusters Score -1.296959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99775 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -12969607.000000 Penalty: 5711.238770
	Iteration 28Q: 3 clusters Score -1.296961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99780 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -12969613.000000 Penalty: 5711.238770
	Iteration 29Q: 3 clusters Score -1.296961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99783 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -12969611.000000 Penalty: 5711.238770
	Iteration 30Q: 3 clusters Score -1.296961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99782 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -12969619.000000 Penalty: 5711.238770
	Iteration 31Q: 3 clusters Score -1.296962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99784 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -12969627.000000 Penalty: 5711.238770
	Iteration 32Q: 3 clusters Score -1.296963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99785 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -12969623.000000 Penalty: 5711.238770
	Iteration 33Q: 3 clusters Score -1.296962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99787 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -12969630.000000 Penalty: 5711.238770
	Iteration 34Q: 3 clusters Score -1.296963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99787 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -12969630.000000 Penalty: 5711.238770
	Iteration 35F: 3 clusters Score -1.296963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76841 members 
Entering Unmasked Estep 
Score: -9829847.000000 Penalty: 2789.874512
	Iteration 0F: 2 clusters Score -9829847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -9778429.000000 Penalty: 5579.749023
	Iteration 0F: 3 clusters Score -9778429 nChanged 35889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -9799245.000000 Penalty: 5579.749023
	Iteration 1F: 3 clusters Score -9799245 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -9800399.000000 Penalty: 5579.749023
	Iteration 2Q: 3 clusters Score -9800399 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -9801921.000000 Penalty: 5579.749023
	Iteration 3Q: 3 clusters Score -9801921 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -9803858.000000 Penalty: 5579.749023
	Iteration 4Q: 3 clusters Score -9803858 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -9806587.000000 Penalty: 5579.749023
	Iteration 5F: 3 clusters Score -9806587 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -9809640.000000 Penalty: 5579.749023
	Iteration 6F: 3 clusters Score -9809640 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -9812349.000000 Penalty: 5579.749023
	Iteration 7F: 3 clusters Score -9812349 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -9814680.000000 Penalty: 5579.749023
	Iteration 8F: 3 clusters Score -9814680 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -9816497.000000 Penalty: 5579.749023
	Iteration 9Q: 3 clusters Score -9816497 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -9817959.000000 Penalty: 5579.749023
	Iteration 10Q: 3 clusters Score -9817959 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -9819256.000000 Penalty: 5579.749023
	Iteration 11Q: 3 clusters Score -9819256 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -9820420.000000 Penalty: 5579.749023
	Iteration 12Q: 3 clusters Score -9820420 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -9821557.000000 Penalty: 5579.749023
	Iteration 13Q: 3 clusters Score -9821557 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -9822548.000000 Penalty: 5579.749023
	Iteration 14Q: 3 clusters Score -9822548 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -9823549.000000 Penalty: 5579.749023
	Iteration 15Q: 3 clusters Score -9823549 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -9824359.000000 Penalty: 5579.749023
	Iteration 16Q: 3 clusters Score -9824359 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67812 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -9825074.000000 Penalty: 5579.749023
	Iteration 17Q: 3 clusters Score -9825074 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69245 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -9825659.000000 Penalty: 5579.749023
	Iteration 18Q: 3 clusters Score -9825659 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70393 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -9826134.000000 Penalty: 5579.749023
	Iteration 19Q: 3 clusters Score -9826134 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71365 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -9826470.000000 Penalty: 5579.749023
	Iteration 20F: 3 clusters Score -9826470 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -9826735.000000 Penalty: 5579.749023
	Iteration 21Q: 3 clusters Score -9826735 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -9826880.000000 Penalty: 5579.749023
	Iteration 22Q: 3 clusters Score -9826880 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73103 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -9827041.000000 Penalty: 5579.749023
	Iteration 23Q: 3 clusters Score -9827041 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -9827164.000000 Penalty: 5579.749023
	Iteration 24Q: 3 clusters Score -9827164 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73701 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -9827235.000000 Penalty: 5579.749023
	Iteration 25Q: 3 clusters Score -9827235 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73919 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -9827318.000000 Penalty: 5579.749023
	Iteration 26Q: 3 clusters Score -9827318 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -9827378.000000 Penalty: 5579.749023
	Iteration 27Q: 3 clusters Score -9827378 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -9827430.000000 Penalty: 5579.749023
	Iteration 28Q: 3 clusters Score -9827430 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74360 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -9827459.000000 Penalty: 5579.749023
	Iteration 29Q: 3 clusters Score -9827459 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74454 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -9827494.000000 Penalty: 5579.749023
	Iteration 30Q: 3 clusters Score -9827494 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74546 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -9827527.000000 Penalty: 5579.749023
	Iteration 31Q: 3 clusters Score -9827527 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74613 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -9827553.000000 Penalty: 5579.749023
	Iteration 32Q: 3 clusters Score -9827553 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74681 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -9827585.000000 Penalty: 5579.749023
	Iteration 33Q: 3 clusters Score -9827585 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74739 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -9827634.000000 Penalty: 5579.749023
	Iteration 34Q: 3 clusters Score -9827634 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74797 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9827639.000000 Penalty: 5579.749023
	Iteration 35Q: 3 clusters Score -9827639 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74845 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -9827657.000000 Penalty: 5579.749023
	Iteration 36Q: 3 clusters Score -9827657 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -9827669.000000 Penalty: 5579.749023
	Iteration 37Q: 3 clusters Score -9827669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74910 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9827678.000000 Penalty: 5579.749023
	Iteration 38Q: 3 clusters Score -9827678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -9827678.000000 Penalty: 5579.749023
	Iteration 39Q: 3 clusters Score -9827678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9827677.000000 Penalty: 5579.749023
	Iteration 40F: 3 clusters Score -9827677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -9827684.000000 Penalty: 5579.749023
	Iteration 41Q: 3 clusters Score -9827684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9827678.000000 Penalty: 5579.749023
	Iteration 42Q: 3 clusters Score -9827678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -9827690.000000 Penalty: 5579.749023
	Iteration 43Q: 3 clusters Score -9827690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75015 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -9827697.000000 Penalty: 5579.749023
	Iteration 44Q: 3 clusters Score -9827697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75036 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -9827694.000000 Penalty: 5579.749023
	Iteration 45Q: 3 clusters Score -9827694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75043 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -9827706.000000 Penalty: 5579.749023
	Iteration 46Q: 3 clusters Score -9827706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75045 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -9827710.000000 Penalty: 5579.749023
	Iteration 47Q: 3 clusters Score -9827710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75052 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9827713.000000 Penalty: 5579.749023
	Iteration 48Q: 3 clusters Score -9827713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75064 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9827719.000000 Penalty: 5579.749023
	Iteration 49Q: 3 clusters Score -9827719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75072 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -9827719.000000 Penalty: 5579.749023
	Iteration 50Q: 3 clusters Score -9827719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75079 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9827720.000000 Penalty: 5579.749023
	Iteration 51Q: 3 clusters Score -9827720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75085 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -9827709.000000 Penalty: 5579.749023
	Iteration 52Q: 3 clusters Score -9827709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75092 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9827707.000000 Penalty: 5579.749023
	Iteration 53Q: 3 clusters Score -9827707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75101 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -9827721.000000 Penalty: 5579.749023
	Iteration 54Q: 3 clusters Score -9827721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75111 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -9827730.000000 Penalty: 5579.749023
	Iteration 55Q: 3 clusters Score -9827730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75118 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9827720.000000 Penalty: 5579.749023
	Iteration 56Q: 3 clusters Score -9827720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75120 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9827723.000000 Penalty: 5579.749023
	Iteration 57Q: 3 clusters Score -9827723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75122 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -9827724.000000 Penalty: 5579.749023
	Iteration 58Q: 3 clusters Score -9827724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75127 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -9827720.000000 Penalty: 5579.749023
	Iteration 59Q: 3 clusters Score -9827720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75128 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -9827711.000000 Penalty: 5579.749023
	Iteration 60F: 3 clusters Score -9827711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75126 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -9827709.000000 Penalty: 5579.749023
	Iteration 61Q: 3 clusters Score -9827709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75131 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -9827730.000000 Penalty: 5579.749023
	Iteration 62Q: 3 clusters Score -9827730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75135 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -9827733.000000 Penalty: 5579.749023
	Iteration 63Q: 3 clusters Score -9827733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75138 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -9827737.000000 Penalty: 5579.749023
	Iteration 64Q: 3 clusters Score -9827737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75141 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -9827736.000000 Penalty: 5579.749023
	Iteration 65Q: 3 clusters Score -9827736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75145 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -9827736.000000 Penalty: 5579.749023
	Iteration 66Q: 3 clusters Score -9827736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75149 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -9827744.000000 Penalty: 5579.749023
	Iteration 67Q: 3 clusters Score -9827744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75148 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9827748.000000 Penalty: 5579.749023
	Iteration 68Q: 3 clusters Score -9827748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75149 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -9827747.000000 Penalty: 5579.749023
	Iteration 69Q: 3 clusters Score -9827747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75151 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -9827752.000000 Penalty: 5579.749023
	Iteration 70Q: 3 clusters Score -9827752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75154 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -9827752.000000 Penalty: 5579.749023
	Iteration 71Q: 3 clusters Score -9827752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -9827754.000000 Penalty: 5579.749023
	Iteration 72Q: 3 clusters Score -9827754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9827755.000000 Penalty: 5579.749023
	Iteration 73Q: 3 clusters Score -9827755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75164 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -9827747.000000 Penalty: 5579.749023
	Iteration 74Q: 3 clusters Score -9827747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75164 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -9827753.000000 Penalty: 5579.749023
	Iteration 75Q: 3 clusters Score -9827753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75165 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9827757.000000 Penalty: 5579.749023
	Iteration 76Q: 3 clusters Score -9827757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75165 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9827760.000000 Penalty: 5579.749023
	Iteration 77Q: 3 clusters Score -9827760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75165 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9827760.000000 Penalty: 5579.749023
	Iteration 78F: 3 clusters Score -9827760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (179822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179822 members 
Entering Unmasked Estep 
Score: -23069988.000000 Penalty: 3000.731201
	Iteration 0F: 2 clusters Score -2.306999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 89877 members 
Entering Unmasked Estep 
Score: -22950530.000000 Penalty: 6001.462402
	Iteration 0F: 3 clusters Score -2.295053e+07 nChanged 86362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90063 members 
Mstep: Class 2 contains 89759 members 
Entering Unmasked Estep 
Score: -23000764.000000 Penalty: 6001.462402
	Iteration 1F: 3 clusters Score -2.300076e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89697 members 
Mstep: Class 2 contains 90125 members 
Entering Unmasked Estep 
Score: -23001892.000000 Penalty: 6001.462402
	Iteration 2Q: 3 clusters Score -2.300189e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89083 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
Score: -23003434.000000 Penalty: 6001.462402
	Iteration 3Q: 3 clusters Score -2.300343e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 91810 members 
Entering Unmasked Estep 
Score: -23005404.000000 Penalty: 6001.462402
	Iteration 4Q: 3 clusters Score -2.30054e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86475 members 
Mstep: Class 2 contains 93347 members 
Entering Unmasked Estep 
Score: -23007618.000000 Penalty: 6001.462402
	Iteration 5Q: 3 clusters Score -2.300762e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84399 members 
Mstep: Class 2 contains 95423 members 
Entering Unmasked Estep 
Score: -23010366.000000 Penalty: 6001.462402
	Iteration 6Q: 3 clusters Score -2.301037e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81778 members 
Mstep: Class 2 contains 98044 members 
Entering Unmasked Estep 
Score: -23013340.000000 Penalty: 6001.462402
	Iteration 7Q: 3 clusters Score -2.301334e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78488 members 
Mstep: Class 2 contains 101334 members 
Entering Unmasked Estep 
Score: -23016334.000000 Penalty: 6001.462402
	Iteration 8Q: 3 clusters Score -2.301633e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74425 members 
Mstep: Class 2 contains 105397 members 
Entering Unmasked Estep 
Score: -23019580.000000 Penalty: 6001.462402
	Iteration 9Q: 3 clusters Score -2.301958e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 110275 members 
Entering Unmasked Estep 
Score: -23023104.000000 Penalty: 6001.462402
	Iteration 10Q: 3 clusters Score -2.30231e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63945 members 
Mstep: Class 2 contains 115877 members 
Entering Unmasked Estep 
Score: -23027328.000000 Penalty: 6001.462402
	Iteration 11Q: 3 clusters Score -2.302733e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 122204 members 
Entering Unmasked Estep 
Score: -23032562.000000 Penalty: 6001.462402
	Iteration 12Q: 3 clusters Score -2.303256e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 128704 members 
Entering Unmasked Estep 
Score: -23038648.000000 Penalty: 6001.462402
	Iteration 13Q: 3 clusters Score -2.303865e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 134760 members 
Entering Unmasked Estep 
Score: -23044532.000000 Penalty: 6001.462402
	Iteration 14Q: 3 clusters Score -2.304453e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 140038 members 
Entering Unmasked Estep 
Score: -23049116.000000 Penalty: 6001.462402
	Iteration 15Q: 3 clusters Score -2.304912e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 144728 members 
Entering Unmasked Estep 
Score: -23052380.000000 Penalty: 6001.462402
	Iteration 16Q: 3 clusters Score -2.305238e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 148880 members 
Entering Unmasked Estep 
Score: -23054740.000000 Penalty: 6001.462402
	Iteration 17Q: 3 clusters Score -2.305474e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 152857 members 
Entering Unmasked Estep 
Score: -23056944.000000 Penalty: 6001.462402
	Iteration 18Q: 3 clusters Score -2.305694e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 156619 members 
Entering Unmasked Estep 
Score: -23059068.000000 Penalty: 6001.462402
	Iteration 19Q: 3 clusters Score -2.305907e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 160059 members 
Entering Unmasked Estep 
Score: -23061046.000000 Penalty: 6001.462402
	Iteration 20F: 3 clusters Score -2.306105e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 163140 members 
Entering Unmasked Estep 
Score: -23062740.000000 Penalty: 6001.462402
	Iteration 21Q: 3 clusters Score -2.306274e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 165758 members 
Entering Unmasked Estep 
Score: -23064108.000000 Penalty: 6001.462402
	Iteration 22Q: 3 clusters Score -2.306411e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 167896 members 
Entering Unmasked Estep 
Score: -23065154.000000 Penalty: 6001.462402
	Iteration 23Q: 3 clusters Score -2.306515e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 169667 members 
Entering Unmasked Estep 
Score: -23066036.000000 Penalty: 6001.462402
	Iteration 24Q: 3 clusters Score -2.306604e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 171040 members 
Entering Unmasked Estep 
Score: -23066620.000000 Penalty: 6001.462402
	Iteration 25Q: 3 clusters Score -2.306662e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 172116 members 
Entering Unmasked Estep 
Score: -23067002.000000 Penalty: 6001.462402
	Iteration 26Q: 3 clusters Score -2.3067e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 173017 members 
Entering Unmasked Estep 
Score: -23067300.000000 Penalty: 6001.462402
	Iteration 27Q: 3 clusters Score -2.30673e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 173741 members 
Entering Unmasked Estep 
Score: -23067570.000000 Penalty: 6001.462402
	Iteration 28Q: 3 clusters Score -2.306757e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 174293 members 
Entering Unmasked Estep 
Score: -23067756.000000 Penalty: 6001.462402
	Iteration 29Q: 3 clusters Score -2.306776e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 174712 members 
Entering Unmasked Estep 
Score: -23067832.000000 Penalty: 6001.462402
	Iteration 30Q: 3 clusters Score -2.306783e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 175039 members 
Entering Unmasked Estep 
Score: -23067938.000000 Penalty: 6001.462402
	Iteration 31Q: 3 clusters Score -2.306794e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 175299 members 
Entering Unmasked Estep 
Score: -23067990.000000 Penalty: 6001.462402
	Iteration 32Q: 3 clusters Score -2.306799e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 175518 members 
Entering Unmasked Estep 
Score: -23068010.000000 Penalty: 6001.462402
	Iteration 33Q: 3 clusters Score -2.306801e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 175700 members 
Entering Unmasked Estep 
Score: -23068024.000000 Penalty: 6001.462402
	Iteration 34Q: 3 clusters Score -2.306802e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 175862 members 
Entering Unmasked Estep 
Score: -23068084.000000 Penalty: 6001.462402
	Iteration 35Q: 3 clusters Score -2.306808e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 175990 members 
Entering Unmasked Estep 
Score: -23068156.000000 Penalty: 6001.462402
	Iteration 36Q: 3 clusters Score -2.306816e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 176096 members 
Entering Unmasked Estep 
Score: -23068148.000000 Penalty: 6001.462402
	Iteration 37Q: 3 clusters Score -2.306815e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 176175 members 
Entering Unmasked Estep 
Score: -23068184.000000 Penalty: 6001.462402
	Iteration 38Q: 3 clusters Score -2.306818e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 176249 members 
Entering Unmasked Estep 
Score: -23068212.000000 Penalty: 6001.462402
	Iteration 39Q: 3 clusters Score -2.306821e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 176300 members 
Entering Unmasked Estep 
Score: -23068196.000000 Penalty: 6001.462402
	Iteration 40F: 3 clusters Score -2.30682e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 176348 members 
Entering Unmasked Estep 
Score: -23068198.000000 Penalty: 6001.462402
	Iteration 41Q: 3 clusters Score -2.30682e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 176386 members 
Entering Unmasked Estep 
Score: -23068198.000000 Penalty: 6001.462402
	Iteration 42Q: 3 clusters Score -2.30682e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 176425 members 
Entering Unmasked Estep 
Score: -23068228.000000 Penalty: 6001.462402
	Iteration 43Q: 3 clusters Score -2.306823e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 176460 members 
Entering Unmasked Estep 
Score: -23068210.000000 Penalty: 6001.462402
	Iteration 44Q: 3 clusters Score -2.306821e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 176492 members 
Entering Unmasked Estep 
Score: -23068236.000000 Penalty: 6001.462402
	Iteration 45Q: 3 clusters Score -2.306824e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 176528 members 
Entering Unmasked Estep 
Score: -23068214.000000 Penalty: 6001.462402
	Iteration 46Q: 3 clusters Score -2.306821e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 176553 members 
Entering Unmasked Estep 
Score: -23068228.000000 Penalty: 6001.462402
	Iteration 47Q: 3 clusters Score -2.306823e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 176568 members 
Entering Unmasked Estep 
Score: -23068218.000000 Penalty: 6001.462402
	Iteration 48Q: 3 clusters Score -2.306822e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 176594 members 
Entering Unmasked Estep 
Score: -23068240.000000 Penalty: 6001.462402
	Iteration 49Q: 3 clusters Score -2.306824e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 176617 members 
Entering Unmasked Estep 
Score: -23068216.000000 Penalty: 6001.462402
	Iteration 50Q: 3 clusters Score -2.306822e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 176639 members 
Entering Unmasked Estep 
Score: -23068240.000000 Penalty: 6001.462402
	Iteration 51Q: 3 clusters Score -2.306824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 176654 members 
Entering Unmasked Estep 
Score: -23068250.000000 Penalty: 6001.462402
	Iteration 52Q: 3 clusters Score -2.306825e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 176670 members 
Entering Unmasked Estep 
Score: -23068272.000000 Penalty: 6001.462402
	Iteration 53Q: 3 clusters Score -2.306827e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 176670 members 
Entering Unmasked Estep 
Score: -23068298.000000 Penalty: 6001.462402
	Iteration 54Q: 3 clusters Score -2.30683e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 176680 members 
Entering Unmasked Estep 
Score: -23068296.000000 Penalty: 6001.462402
	Iteration 55Q: 3 clusters Score -2.30683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 176685 members 
Entering Unmasked Estep 
Score: -23068294.000000 Penalty: 6001.462402
	Iteration 56Q: 3 clusters Score -2.306829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 176693 members 
Entering Unmasked Estep 
Score: -23068276.000000 Penalty: 6001.462402
	Iteration 57Q: 3 clusters Score -2.306828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 176703 members 
Entering Unmasked Estep 
Score: -23068290.000000 Penalty: 6001.462402
	Iteration 58Q: 3 clusters Score -2.306829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 176708 members 
Entering Unmasked Estep 
Score: -23068296.000000 Penalty: 6001.462402
	Iteration 59Q: 3 clusters Score -2.30683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 176715 members 
Entering Unmasked Estep 
Score: -23068284.000000 Penalty: 6001.462402
	Iteration 60F: 3 clusters Score -2.306828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 176728 members 
Entering Unmasked Estep 
Score: -23068292.000000 Penalty: 6001.462402
	Iteration 61Q: 3 clusters Score -2.306829e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 176740 members 
Entering Unmasked Estep 
Score: -23068294.000000 Penalty: 6001.462402
	Iteration 62Q: 3 clusters Score -2.306829e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 176754 members 
Entering Unmasked Estep 
Score: -23068294.000000 Penalty: 6001.462402
	Iteration 63Q: 3 clusters Score -2.306829e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 176767 members 
Entering Unmasked Estep 
Score: -23068338.000000 Penalty: 6001.462402
	Iteration 64Q: 3 clusters Score -2.306834e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 176785 members 
Entering Unmasked Estep 
Score: -23068338.000000 Penalty: 6001.462402
	Iteration 65Q: 3 clusters Score -2.306834e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 176799 members 
Entering Unmasked Estep 
Score: -23068320.000000 Penalty: 6001.462402
	Iteration 66Q: 3 clusters Score -2.306832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 176811 members 
Entering Unmasked Estep 
Score: -23068300.000000 Penalty: 6001.462402
	Iteration 67Q: 3 clusters Score -2.30683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 176825 members 
Entering Unmasked Estep 
Score: -23068300.000000 Penalty: 6001.462402
	Iteration 68Q: 3 clusters Score -2.30683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 176837 members 
Entering Unmasked Estep 
Score: -23068296.000000 Penalty: 6001.462402
	Iteration 69Q: 3 clusters Score -2.30683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 176844 members 
Entering Unmasked Estep 
Score: -23068292.000000 Penalty: 6001.462402
	Iteration 70Q: 3 clusters Score -2.306829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 176852 members 
Entering Unmasked Estep 
Score: -23068322.000000 Penalty: 6001.462402
	Iteration 71Q: 3 clusters Score -2.306832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 176863 members 
Entering Unmasked Estep 
Score: -23068310.000000 Penalty: 6001.462402
	Iteration 72Q: 3 clusters Score -2.306831e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 176873 members 
Entering Unmasked Estep 
Score: -23068304.000000 Penalty: 6001.462402
	Iteration 73Q: 3 clusters Score -2.30683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 176878 members 
Entering Unmasked Estep 
Score: -23068302.000000 Penalty: 6001.462402
	Iteration 74Q: 3 clusters Score -2.30683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 176881 members 
Entering Unmasked Estep 
Score: -23068302.000000 Penalty: 6001.462402
	Iteration 75Q: 3 clusters Score -2.30683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 176883 members 
Entering Unmasked Estep 
Score: -23068302.000000 Penalty: 6001.462402
	Iteration 76Q: 3 clusters Score -2.30683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 176885 members 
Entering Unmasked Estep 
Score: -23068298.000000 Penalty: 6001.462402
	Iteration 77Q: 3 clusters Score -2.30683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 176886 members 
Entering Unmasked Estep 
Score: -23068298.000000 Penalty: 6001.462402
	Iteration 78Q: 3 clusters Score -2.30683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 176888 members 
Entering Unmasked Estep 
Score: -23068302.000000 Penalty: 6001.462402
	Iteration 79Q: 3 clusters Score -2.30683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 176888 members 
Entering Unmasked Estep 
Score: -23068308.000000 Penalty: 6001.462402
	Iteration 80F: 3 clusters Score -2.306831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 176890 members 
Entering Unmasked Estep 
Score: -23068292.000000 Penalty: 6001.462402
	Iteration 81Q: 3 clusters Score -2.306829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 176892 members 
Entering Unmasked Estep 
Score: -23068306.000000 Penalty: 6001.462402
	Iteration 82Q: 3 clusters Score -2.306831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 176891 members 
Entering Unmasked Estep 
Score: -23068312.000000 Penalty: 6001.462402
	Iteration 83Q: 3 clusters Score -2.306831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 176891 members 
Entering Unmasked Estep 
Score: -23068328.000000 Penalty: 6001.462402
	Iteration 84Q: 3 clusters Score -2.306833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 176891 members 
Entering Unmasked Estep 
Score: -23068328.000000 Penalty: 6001.462402
	Iteration 85F: 3 clusters Score -2.306833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Entering Unmasked Estep 
Score: -989675.062500 Penalty: 2227.270020
	Iteration 0F: 2 clusters Score -989675.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -983301.812500 Penalty: 4454.540039
	Iteration 0F: 3 clusters Score -983301.8 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -985058.312500 Penalty: 4454.540039
	Iteration 1F: 3 clusters Score -985058.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -985371.125000 Penalty: 4454.540039
	Iteration 2F: 3 clusters Score -985371.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -985643.375000 Penalty: 4454.540039
	Iteration 3F: 3 clusters Score -985643.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -985943.000000 Penalty: 4454.540039
	Iteration 4F: 3 clusters Score -985943 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -986270.562500 Penalty: 4454.540039
	Iteration 5F: 3 clusters Score -986270.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -986616.250000 Penalty: 4454.540039
	Iteration 6F: 3 clusters Score -986616.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -986935.187500 Penalty: 4454.540039
	Iteration 7F: 3 clusters Score -986935.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -987211.812500 Penalty: 4454.540039
	Iteration 8Q: 3 clusters Score -987211.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -987376.500000 Penalty: 4454.540039
	Iteration 9Q: 3 clusters Score -987376.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -987470.562500 Penalty: 4454.540039
	Iteration 10Q: 3 clusters Score -987470.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -987535.187500 Penalty: 4454.540039
	Iteration 11Q: 3 clusters Score -987535.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -987580.125000 Penalty: 4454.540039
	Iteration 12Q: 3 clusters Score -987580.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -987611.125000 Penalty: 4454.540039
	Iteration 13Q: 3 clusters Score -987611.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -987637.937500 Penalty: 4454.540039
	Iteration 14Q: 3 clusters Score -987637.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -987650.437500 Penalty: 4454.540039
	Iteration 15Q: 3 clusters Score -987650.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -987659.375000 Penalty: 4454.540039
	Iteration 16Q: 3 clusters Score -987659.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -987667.562500 Penalty: 4454.540039
	Iteration 17Q: 3 clusters Score -987667.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -987673.875000 Penalty: 4454.540039
	Iteration 18Q: 3 clusters Score -987673.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -987680.375000 Penalty: 4454.540039
	Iteration 19Q: 3 clusters Score -987680.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -987681.437500 Penalty: 4454.540039
	Iteration 20F: 3 clusters Score -987681.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -987683.000000 Penalty: 4454.540039
	Iteration 21Q: 3 clusters Score -987683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -987685.625000 Penalty: 4454.540039
	Iteration 22Q: 3 clusters Score -987685.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -987684.812500 Penalty: 4454.540039
	Iteration 23Q: 3 clusters Score -987684.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -987685.562500 Penalty: 4454.540039
	Iteration 24Q: 3 clusters Score -987685.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -987687.625000 Penalty: 4454.540039
	Iteration 25Q: 3 clusters Score -987687.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -987686.937500 Penalty: 4454.540039
	Iteration 26Q: 3 clusters Score -987686.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -987688.875000 Penalty: 4454.540039
	Iteration 27Q: 3 clusters Score -987688.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -987690.937500 Penalty: 4454.540039
	Iteration 28Q: 3 clusters Score -987690.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -987689.750000 Penalty: 4454.540039
	Iteration 29Q: 3 clusters Score -987689.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -987689.750000 Penalty: 4454.540039
	Iteration 30Q: 3 clusters Score -987689.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -987689.750000 Penalty: 4454.540039
	Iteration 31F: 3 clusters Score -987689.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Entering Unmasked Estep 
Score: -2043074.000000 Penalty: 2394.414551
	Iteration 0F: 2 clusters Score -2043074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2031769.625000 Penalty: 4788.829102
	Iteration 0F: 3 clusters Score -2031770 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2035333.125000 Penalty: 4788.829102
	Iteration 1F: 3 clusters Score -2035333 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2035618.625000 Penalty: 4788.829102
	Iteration 2F: 3 clusters Score -2035619 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2035884.250000 Penalty: 4788.829102
	Iteration 3Q: 3 clusters Score -2035884 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2036101.875000 Penalty: 4788.829102
	Iteration 4Q: 3 clusters Score -2036102 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2036274.125000 Penalty: 4788.829102
	Iteration 5Q: 3 clusters Score -2036274 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2036425.875000 Penalty: 4788.829102
	Iteration 6Q: 3 clusters Score -2036426 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2036561.625000 Penalty: 4788.829102
	Iteration 7Q: 3 clusters Score -2036562 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2036733.125000 Penalty: 4788.829102
	Iteration 8Q: 3 clusters Score -2036733 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2036891.750000 Penalty: 4788.829102
	Iteration 9Q: 3 clusters Score -2036892 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2037070.500000 Penalty: 4788.829102
	Iteration 10Q: 3 clusters Score -2037070 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2037253.750000 Penalty: 4788.829102
	Iteration 11Q: 3 clusters Score -2037254 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2037463.000000 Penalty: 4788.829102
	Iteration 12Q: 3 clusters Score -2037463 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2037720.500000 Penalty: 4788.829102
	Iteration 13Q: 3 clusters Score -2037720 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2038028.750000 Penalty: 4788.829102
	Iteration 14Q: 3 clusters Score -2038029 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2038381.375000 Penalty: 4788.829102
	Iteration 15Q: 3 clusters Score -2038381 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2038758.250000 Penalty: 4788.829102
	Iteration 16Q: 3 clusters Score -2038758 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2039104.375000 Penalty: 4788.829102
	Iteration 17Q: 3 clusters Score -2039104 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2039471.125000 Penalty: 4788.829102
	Iteration 18Q: 3 clusters Score -2039471 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2039801.250000 Penalty: 4788.829102
	Iteration 19Q: 3 clusters Score -2039801 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2040117.250000 Penalty: 4788.829102
	Iteration 20F: 3 clusters Score -2040117 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2040360.375000 Penalty: 4788.829102
	Iteration 21Q: 3 clusters Score -2040360 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2040531.375000 Penalty: 4788.829102
	Iteration 22Q: 3 clusters Score -2040531 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2040662.625000 Penalty: 4788.829102
	Iteration 23Q: 3 clusters Score -2040663 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2040756.375000 Penalty: 4788.829102
	Iteration 24Q: 3 clusters Score -2040756 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2040834.875000 Penalty: 4788.829102
	Iteration 25Q: 3 clusters Score -2040835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2040868.875000 Penalty: 4788.829102
	Iteration 26Q: 3 clusters Score -2040869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2040892.250000 Penalty: 4788.829102
	Iteration 27Q: 3 clusters Score -2040892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2040917.125000 Penalty: 4788.829102
	Iteration 28Q: 3 clusters Score -2040917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2040934.000000 Penalty: 4788.829102
	Iteration 29Q: 3 clusters Score -2040934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2040949.125000 Penalty: 4788.829102
	Iteration 30Q: 3 clusters Score -2040949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2040962.750000 Penalty: 4788.829102
	Iteration 31Q: 3 clusters Score -2040963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2040975.375000 Penalty: 4788.829102
	Iteration 32Q: 3 clusters Score -2040975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2040984.000000 Penalty: 4788.829102
	Iteration 33Q: 3 clusters Score -2040984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2041002.250000 Penalty: 4788.829102
	Iteration 34Q: 3 clusters Score -2041002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2041018.875000 Penalty: 4788.829102
	Iteration 35Q: 3 clusters Score -2041019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2041023.375000 Penalty: 4788.829102
	Iteration 36Q: 3 clusters Score -2041023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2041021.125000 Penalty: 4788.829102
	Iteration 37Q: 3 clusters Score -2041021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2041022.750000 Penalty: 4788.829102
	Iteration 38Q: 3 clusters Score -2041023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2041024.250000 Penalty: 4788.829102
	Iteration 39Q: 3 clusters Score -2041024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2041024.250000 Penalty: 4788.829102
	Iteration 40F: 3 clusters Score -2041024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -31967.218750 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -31967.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30779.509766 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -30779.51 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31266.863281 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -31266.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31578.431641 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -31578.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31644.587891 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -31644.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31680.378906 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -31680.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31706.087891 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -31706.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31732.228516 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -31732.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31739.943359 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -31739.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31749.554688 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -31749.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31753.294922 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -31753.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31758.880859 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -31758.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31762.841797 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -31762.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31768.380859 Penalty: 2916.744385
	Iteration 12Q: 3 clusters Score -31768.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31777.341797 Penalty: 2916.744385
	Iteration 13Q: 3 clusters Score -31777.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31786.710938 Penalty: 2916.744385
	Iteration 14Q: 3 clusters Score -31786.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31789.630859 Penalty: 2916.744385
	Iteration 15Q: 3 clusters Score -31789.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31789.630859 Penalty: 2916.744385
	Iteration 16F: 3 clusters Score -31789.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Entering Unmasked Estep 
Score: -636605.062500 Penalty: 2116.151611
	Iteration 0F: 2 clusters Score -636605.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -632067.312500 Penalty: 4232.303223
	Iteration 0F: 3 clusters Score -632067.3 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -633176.562500 Penalty: 4232.303223
	Iteration 1F: 3 clusters Score -633176.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -633388.875000 Penalty: 4232.303223
	Iteration 2F: 3 clusters Score -633388.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -633515.437500 Penalty: 4232.303223
	Iteration 3Q: 3 clusters Score -633515.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -633641.562500 Penalty: 4232.303223
	Iteration 4Q: 3 clusters Score -633641.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -633746.500000 Penalty: 4232.303223
	Iteration 5Q: 3 clusters Score -633746.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -633861.375000 Penalty: 4232.303223
	Iteration 6Q: 3 clusters Score -633861.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -633972.375000 Penalty: 4232.303223
	Iteration 7Q: 3 clusters Score -633972.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -634077.750000 Penalty: 4232.303223
	Iteration 8Q: 3 clusters Score -634077.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -634158.625000 Penalty: 4232.303223
	Iteration 9Q: 3 clusters Score -634158.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -634224.375000 Penalty: 4232.303223
	Iteration 10Q: 3 clusters Score -634224.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -634276.687500 Penalty: 4232.303223
	Iteration 11Q: 3 clusters Score -634276.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -634335.250000 Penalty: 4232.303223
	Iteration 12Q: 3 clusters Score -634335.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -634399.750000 Penalty: 4232.303223
	Iteration 13Q: 3 clusters Score -634399.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -634457.812500 Penalty: 4232.303223
	Iteration 14Q: 3 clusters Score -634457.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -634504.937500 Penalty: 4232.303223
	Iteration 15Q: 3 clusters Score -634504.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -634552.500000 Penalty: 4232.303223
	Iteration 16Q: 3 clusters Score -634552.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -634599.187500 Penalty: 4232.303223
	Iteration 17Q: 3 clusters Score -634599.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -634641.312500 Penalty: 4232.303223
	Iteration 18Q: 3 clusters Score -634641.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -634668.187500 Penalty: 4232.303223
	Iteration 19Q: 3 clusters Score -634668.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -634696.000000 Penalty: 4232.303223
	Iteration 20F: 3 clusters Score -634696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -634718.562500 Penalty: 4232.303223
	Iteration 21Q: 3 clusters Score -634718.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -634737.562500 Penalty: 4232.303223
	Iteration 22Q: 3 clusters Score -634737.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -634760.687500 Penalty: 4232.303223
	Iteration 23Q: 3 clusters Score -634760.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -634786.687500 Penalty: 4232.303223
	Iteration 24Q: 3 clusters Score -634786.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -634805.000000 Penalty: 4232.303223
	Iteration 25Q: 3 clusters Score -634805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -634822.375000 Penalty: 4232.303223
	Iteration 26Q: 3 clusters Score -634822.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -634840.437500 Penalty: 4232.303223
	Iteration 27Q: 3 clusters Score -634840.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -634856.312500 Penalty: 4232.303223
	Iteration 28Q: 3 clusters Score -634856.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -634870.062500 Penalty: 4232.303223
	Iteration 29Q: 3 clusters Score -634870.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -634879.812500 Penalty: 4232.303223
	Iteration 30Q: 3 clusters Score -634879.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -634892.750000 Penalty: 4232.303223
	Iteration 31Q: 3 clusters Score -634892.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -634900.625000 Penalty: 4232.303223
	Iteration 32Q: 3 clusters Score -634900.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -634910.375000 Penalty: 4232.303223
	Iteration 33Q: 3 clusters Score -634910.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -634917.187500 Penalty: 4232.303223
	Iteration 34Q: 3 clusters Score -634917.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -634927.500000 Penalty: 4232.303223
	Iteration 35Q: 3 clusters Score -634927.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -634941.375000 Penalty: 4232.303223
	Iteration 36Q: 3 clusters Score -634941.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -634957.562500 Penalty: 4232.303223
	Iteration 37Q: 3 clusters Score -634957.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -634969.000000 Penalty: 4232.303223
	Iteration 38Q: 3 clusters Score -634969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -634975.187500 Penalty: 4232.303223
	Iteration 39Q: 3 clusters Score -634975.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -634981.437500 Penalty: 4232.303223
	Iteration 40F: 3 clusters Score -634981.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -634985.375000 Penalty: 4232.303223
	Iteration 41Q: 3 clusters Score -634985.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -634996.437500 Penalty: 4232.303223
	Iteration 42Q: 3 clusters Score -634996.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -635006.875000 Penalty: 4232.303223
	Iteration 43Q: 3 clusters Score -635006.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -635020.500000 Penalty: 4232.303223
	Iteration 44Q: 3 clusters Score -635020.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -635037.437500 Penalty: 4232.303223
	Iteration 45Q: 3 clusters Score -635037.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -635043.187500 Penalty: 4232.303223
	Iteration 46Q: 3 clusters Score -635043.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -635052.000000 Penalty: 4232.303223
	Iteration 47Q: 3 clusters Score -635052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -635061.375000 Penalty: 4232.303223
	Iteration 48Q: 3 clusters Score -635061.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -635067.750000 Penalty: 4232.303223
	Iteration 49Q: 3 clusters Score -635067.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -635077.750000 Penalty: 4232.303223
	Iteration 50Q: 3 clusters Score -635077.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -635083.437500 Penalty: 4232.303223
	Iteration 51Q: 3 clusters Score -635083.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -635088.812500 Penalty: 4232.303223
	Iteration 52Q: 3 clusters Score -635088.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -635089.625000 Penalty: 4232.303223
	Iteration 53Q: 3 clusters Score -635089.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -635092.562500 Penalty: 4232.303223
	Iteration 54Q: 3 clusters Score -635092.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -635094.187500 Penalty: 4232.303223
	Iteration 55Q: 3 clusters Score -635094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -635095.125000 Penalty: 4232.303223
	Iteration 56Q: 3 clusters Score -635095.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -635097.062500 Penalty: 4232.303223
	Iteration 57Q: 3 clusters Score -635097.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -635098.312500 Penalty: 4232.303223
	Iteration 58Q: 3 clusters Score -635098.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -635104.937500 Penalty: 4232.303223
	Iteration 59Q: 3 clusters Score -635104.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -635109.000000 Penalty: 4232.303223
	Iteration 60F: 3 clusters Score -635109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -635116.000000 Penalty: 4232.303223
	Iteration 61Q: 3 clusters Score -635116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -635119.125000 Penalty: 4232.303223
	Iteration 62Q: 3 clusters Score -635119.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -635122.812500 Penalty: 4232.303223
	Iteration 63Q: 3 clusters Score -635122.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -635124.687500 Penalty: 4232.303223
	Iteration 64Q: 3 clusters Score -635124.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -635124.562500 Penalty: 4232.303223
	Iteration 65Q: 3 clusters Score -635124.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -635124.562500 Penalty: 4232.303223
	Iteration 66F: 3 clusters Score -635124.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Entering Unmasked Estep 
Score: -1107305.375000 Penalty: 2252.489990
	Iteration 0F: 2 clusters Score -1107305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1100328.875000 Penalty: 4504.979980
	Iteration 0F: 3 clusters Score -1100329 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1102334.875000 Penalty: 4504.979980
	Iteration 1F: 3 clusters Score -1102335 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1102784.750000 Penalty: 4504.979980
	Iteration 2F: 3 clusters Score -1102785 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1103260.500000 Penalty: 4504.979980
	Iteration 3F: 3 clusters Score -1103260 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1103689.750000 Penalty: 4504.979980
	Iteration 4F: 3 clusters Score -1103690 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1104005.750000 Penalty: 4504.979980
	Iteration 5F: 3 clusters Score -1104006 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1104280.000000 Penalty: 4504.979980
	Iteration 6F: 3 clusters Score -1104280 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1104473.250000 Penalty: 4504.979980
	Iteration 7Q: 3 clusters Score -1104473 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1104603.750000 Penalty: 4504.979980
	Iteration 8Q: 3 clusters Score -1104604 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1104699.750000 Penalty: 4504.979980
	Iteration 9Q: 3 clusters Score -1104700 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1104770.500000 Penalty: 4504.979980
	Iteration 10Q: 3 clusters Score -1104770 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1104819.625000 Penalty: 4504.979980
	Iteration 11Q: 3 clusters Score -1104820 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1104842.625000 Penalty: 4504.979980
	Iteration 12Q: 3 clusters Score -1104843 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1104860.125000 Penalty: 4504.979980
	Iteration 13Q: 3 clusters Score -1104860 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1104877.750000 Penalty: 4504.979980
	Iteration 14Q: 3 clusters Score -1104878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1104884.625000 Penalty: 4504.979980
	Iteration 15Q: 3 clusters Score -1104885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1104897.125000 Penalty: 4504.979980
	Iteration 16Q: 3 clusters Score -1104897 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1104905.000000 Penalty: 4504.979980
	Iteration 17Q: 3 clusters Score -1104905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1104911.500000 Penalty: 4504.979980
	Iteration 18Q: 3 clusters Score -1104912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1104919.125000 Penalty: 4504.979980
	Iteration 19Q: 3 clusters Score -1104919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1104920.625000 Penalty: 4504.979980
	Iteration 20F: 3 clusters Score -1104921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1104922.500000 Penalty: 4504.979980
	Iteration 21Q: 3 clusters Score -1104922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1104925.000000 Penalty: 4504.979980
	Iteration 22Q: 3 clusters Score -1104925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1104927.625000 Penalty: 4504.979980
	Iteration 23Q: 3 clusters Score -1104928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1104932.750000 Penalty: 4504.979980
	Iteration 24Q: 3 clusters Score -1104933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1104935.625000 Penalty: 4504.979980
	Iteration 25Q: 3 clusters Score -1104936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1104939.875000 Penalty: 4504.979980
	Iteration 26Q: 3 clusters Score -1104940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1104949.000000 Penalty: 4504.979980
	Iteration 27Q: 3 clusters Score -1104949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1104957.000000 Penalty: 4504.979980
	Iteration 28Q: 3 clusters Score -1104957 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1104970.375000 Penalty: 4504.979980
	Iteration 29Q: 3 clusters Score -1104970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1104979.875000 Penalty: 4504.979980
	Iteration 30Q: 3 clusters Score -1104980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1104987.375000 Penalty: 4504.979980
	Iteration 31Q: 3 clusters Score -1104987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1104993.375000 Penalty: 4504.979980
	Iteration 32Q: 3 clusters Score -1104993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1105000.125000 Penalty: 4504.979980
	Iteration 33Q: 3 clusters Score -1105000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1105003.125000 Penalty: 4504.979980
	Iteration 34Q: 3 clusters Score -1105003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1105004.500000 Penalty: 4504.979980
	Iteration 35Q: 3 clusters Score -1105004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1105005.500000 Penalty: 4504.979980
	Iteration 36Q: 3 clusters Score -1105006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1105005.750000 Penalty: 4504.979980
	Iteration 37Q: 3 clusters Score -1105006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1105005.750000 Penalty: 4504.979980
	Iteration 38Q: 3 clusters Score -1105006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1105006.000000 Penalty: 4504.979980
	Iteration 39Q: 3 clusters Score -1105006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1105007.500000 Penalty: 4504.979980
	Iteration 40F: 3 clusters Score -1105008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1105006.375000 Penalty: 4504.979980
	Iteration 41Q: 3 clusters Score -1105006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1105008.500000 Penalty: 4504.979980
	Iteration 42Q: 3 clusters Score -1105008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1105009.000000 Penalty: 4504.979980
	Iteration 43Q: 3 clusters Score -1105009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1105008.000000 Penalty: 4504.979980
	Iteration 44Q: 3 clusters Score -1105008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1105009.250000 Penalty: 4504.979980
	Iteration 45Q: 3 clusters Score -1105009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1105008.500000 Penalty: 4504.979980
	Iteration 46Q: 3 clusters Score -1105008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1105008.375000 Penalty: 4504.979980
	Iteration 47Q: 3 clusters Score -1105008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1105011.250000 Penalty: 4504.979980
	Iteration 48Q: 3 clusters Score -1105011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1105009.125000 Penalty: 4504.979980
	Iteration 49Q: 3 clusters Score -1105009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1105009.875000 Penalty: 4504.979980
	Iteration 50Q: 3 clusters Score -1105010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1105011.250000 Penalty: 4504.979980
	Iteration 51Q: 3 clusters Score -1105011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1105010.750000 Penalty: 4504.979980
	Iteration 52Q: 3 clusters Score -1105011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1105011.500000 Penalty: 4504.979980
	Iteration 53Q: 3 clusters Score -1105012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1105012.500000 Penalty: 4504.979980
	Iteration 54Q: 3 clusters Score -1105012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1105012.500000 Penalty: 4504.979980
	Iteration 55F: 3 clusters Score -1105012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Entering Unmasked Estep 
Score: -113997.023438 Penalty: 1700.402588
	Iteration 0F: 2 clusters Score -113997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -112082.179688 Penalty: 3400.805176
	Iteration 0F: 3 clusters Score -112082.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -112335.398438 Penalty: 3400.805176
	Iteration 1F: 3 clusters Score -112335.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112419.718750 Penalty: 3400.805176
	Iteration 2F: 3 clusters Score -112419.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -112464.914062 Penalty: 3400.805176
	Iteration 3Q: 3 clusters Score -112464.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -112495.398438 Penalty: 3400.805176
	Iteration 4Q: 3 clusters Score -112495.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -112543.742188 Penalty: 3400.805176
	Iteration 5Q: 3 clusters Score -112543.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112583.359375 Penalty: 3400.805176
	Iteration 6Q: 3 clusters Score -112583.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112630.015625 Penalty: 3400.805176
	Iteration 7Q: 3 clusters Score -112630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -112709.679688 Penalty: 3400.805176
	Iteration 8Q: 3 clusters Score -112709.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -112782.070312 Penalty: 3400.805176
	Iteration 9Q: 3 clusters Score -112782.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -112873.554688 Penalty: 3400.805176
	Iteration 10Q: 3 clusters Score -112873.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -112979.671875 Penalty: 3400.805176
	Iteration 11Q: 3 clusters Score -112979.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -113084.898438 Penalty: 3400.805176
	Iteration 12Q: 3 clusters Score -113084.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -113181.585938 Penalty: 3400.805176
	Iteration 13Q: 3 clusters Score -113181.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -113248.187500 Penalty: 3400.805176
	Iteration 14Q: 3 clusters Score -113248.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -113277.273438 Penalty: 3400.805176
	Iteration 15Q: 3 clusters Score -113277.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -113293.125000 Penalty: 3400.805176
	Iteration 16Q: 3 clusters Score -113293.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -113312.421875 Penalty: 3400.805176
	Iteration 17Q: 3 clusters Score -113312.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -113329.609375 Penalty: 3400.805176
	Iteration 18Q: 3 clusters Score -113329.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -113347.742188 Penalty: 3400.805176
	Iteration 19Q: 3 clusters Score -113347.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -113379.554688 Penalty: 3400.805176
	Iteration 20F: 3 clusters Score -113379.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -113419.570312 Penalty: 3400.805176
	Iteration 21Q: 3 clusters Score -113419.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -113461.140625 Penalty: 3400.805176
	Iteration 22Q: 3 clusters Score -113461.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113475.320312 Penalty: 3400.805176
	Iteration 23Q: 3 clusters Score -113475.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -113490.875000 Penalty: 3400.805176
	Iteration 24Q: 3 clusters Score -113490.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -113501.890625 Penalty: 3400.805176
	Iteration 25Q: 3 clusters Score -113501.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -113522.328125 Penalty: 3400.805176
	Iteration 26Q: 3 clusters Score -113522.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -113555.359375 Penalty: 3400.805176
	Iteration 27Q: 3 clusters Score -113555.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -113586.492188 Penalty: 3400.805176
	Iteration 28Q: 3 clusters Score -113586.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113620.476562 Penalty: 3400.805176
	Iteration 29Q: 3 clusters Score -113620.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113647.117188 Penalty: 3400.805176
	Iteration 30Q: 3 clusters Score -113647.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -113664.093750 Penalty: 3400.805176
	Iteration 31Q: 3 clusters Score -113664.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -113673.601562 Penalty: 3400.805176
	Iteration 32Q: 3 clusters Score -113673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -113675.171875 Penalty: 3400.805176
	Iteration 33Q: 3 clusters Score -113675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -113675.171875 Penalty: 3400.805176
	Iteration 34F: 3 clusters Score -113675.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Entering Unmasked Estep 
Score: -2257356.750000 Penalty: 2422.168457
	Iteration 0F: 2 clusters Score -2257357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2244812.250000 Penalty: 4844.336914
	Iteration 0F: 3 clusters Score -2244812 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2249056.000000 Penalty: 4844.336914
	Iteration 1F: 3 clusters Score -2249056 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2249524.500000 Penalty: 4844.336914
	Iteration 2F: 3 clusters Score -2249524 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2249862.750000 Penalty: 4844.336914
	Iteration 3Q: 3 clusters Score -2249863 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2250211.250000 Penalty: 4844.336914
	Iteration 4Q: 3 clusters Score -2250211 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2250538.000000 Penalty: 4844.336914
	Iteration 5Q: 3 clusters Score -2250538 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2250863.250000 Penalty: 4844.336914
	Iteration 6Q: 3 clusters Score -2250863 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2251173.000000 Penalty: 4844.336914
	Iteration 7Q: 3 clusters Score -2251173 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2251457.000000 Penalty: 4844.336914
	Iteration 8Q: 3 clusters Score -2251457 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2251773.500000 Penalty: 4844.336914
	Iteration 9Q: 3 clusters Score -2251774 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2252162.500000 Penalty: 4844.336914
	Iteration 10Q: 3 clusters Score -2252162 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2252594.750000 Penalty: 4844.336914
	Iteration 11Q: 3 clusters Score -2252595 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2253094.000000 Penalty: 4844.336914
	Iteration 12Q: 3 clusters Score -2253094 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2253656.500000 Penalty: 4844.336914
	Iteration 13Q: 3 clusters Score -2253656 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2254140.250000 Penalty: 4844.336914
	Iteration 14Q: 3 clusters Score -2254140 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2254525.750000 Penalty: 4844.336914
	Iteration 15Q: 3 clusters Score -2254526 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2254755.250000 Penalty: 4844.336914
	Iteration 16Q: 3 clusters Score -2254755 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2254908.750000 Penalty: 4844.336914
	Iteration 17Q: 3 clusters Score -2254909 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2255035.000000 Penalty: 4844.336914
	Iteration 18Q: 3 clusters Score -2255035 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2255114.250000 Penalty: 4844.336914
	Iteration 19Q: 3 clusters Score -2255114 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2255183.500000 Penalty: 4844.336914
	Iteration 20F: 3 clusters Score -2255184 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2255238.250000 Penalty: 4844.336914
	Iteration 21Q: 3 clusters Score -2255238 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2255281.000000 Penalty: 4844.336914
	Iteration 22Q: 3 clusters Score -2255281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2255303.500000 Penalty: 4844.336914
	Iteration 23Q: 3 clusters Score -2255304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2255319.250000 Penalty: 4844.336914
	Iteration 24Q: 3 clusters Score -2255319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2255327.000000 Penalty: 4844.336914
	Iteration 25Q: 3 clusters Score -2255327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2255338.500000 Penalty: 4844.336914
	Iteration 26Q: 3 clusters Score -2255338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2255340.000000 Penalty: 4844.336914
	Iteration 27Q: 3 clusters Score -2255340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2255343.000000 Penalty: 4844.336914
	Iteration 28Q: 3 clusters Score -2255343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2255343.250000 Penalty: 4844.336914
	Iteration 29Q: 3 clusters Score -2255343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2255347.500000 Penalty: 4844.336914
	Iteration 30Q: 3 clusters Score -2255348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2255346.750000 Penalty: 4844.336914
	Iteration 31Q: 3 clusters Score -2255347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2255346.000000 Penalty: 4844.336914
	Iteration 32Q: 3 clusters Score -2255346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2255343.750000 Penalty: 4844.336914
	Iteration 33Q: 3 clusters Score -2255344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2255346.750000 Penalty: 4844.336914
	Iteration 34Q: 3 clusters Score -2255347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2255346.750000 Penalty: 4844.336914
	Iteration 35F: 3 clusters Score -2255347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Entering Unmasked Estep 
Score: -1104684.250000 Penalty: 2251.020264
	Iteration 0F: 2 clusters Score -1104684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1097812.500000 Penalty: 4502.040527
	Iteration 0F: 3 clusters Score -1097812 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1099731.875000 Penalty: 4502.040527
	Iteration 1F: 3 clusters Score -1099732 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1100062.250000 Penalty: 4502.040527
	Iteration 2F: 3 clusters Score -1100062 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1100381.500000 Penalty: 4502.040527
	Iteration 3F: 3 clusters Score -1100382 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1100742.125000 Penalty: 4502.040527
	Iteration 4F: 3 clusters Score -1100742 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1101230.500000 Penalty: 4502.040527
	Iteration 5F: 3 clusters Score -1101230 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1101805.375000 Penalty: 4502.040527
	Iteration 6F: 3 clusters Score -1101805 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1102263.000000 Penalty: 4502.040527
	Iteration 7F: 3 clusters Score -1102263 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1102574.625000 Penalty: 4502.040527
	Iteration 8F: 3 clusters Score -1102575 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1102788.125000 Penalty: 4502.040527
	Iteration 9Q: 3 clusters Score -1102788 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1102925.250000 Penalty: 4502.040527
	Iteration 10Q: 3 clusters Score -1102925 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1103000.375000 Penalty: 4502.040527
	Iteration 11Q: 3 clusters Score -1103000 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1103082.750000 Penalty: 4502.040527
	Iteration 12Q: 3 clusters Score -1103083 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1103140.750000 Penalty: 4502.040527
	Iteration 13Q: 3 clusters Score -1103141 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1103177.375000 Penalty: 4502.040527
	Iteration 14Q: 3 clusters Score -1103177 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1103200.750000 Penalty: 4502.040527
	Iteration 15Q: 3 clusters Score -1103201 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1103220.000000 Penalty: 4502.040527
	Iteration 16Q: 3 clusters Score -1103220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1103234.000000 Penalty: 4502.040527
	Iteration 17Q: 3 clusters Score -1103234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1103252.500000 Penalty: 4502.040527
	Iteration 18Q: 3 clusters Score -1103252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1103269.875000 Penalty: 4502.040527
	Iteration 19Q: 3 clusters Score -1103270 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1103289.500000 Penalty: 4502.040527
	Iteration 20F: 3 clusters Score -1103290 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1103304.250000 Penalty: 4502.040527
	Iteration 21Q: 3 clusters Score -1103304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1103317.250000 Penalty: 4502.040527
	Iteration 22Q: 3 clusters Score -1103317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1103323.750000 Penalty: 4502.040527
	Iteration 23Q: 3 clusters Score -1103324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1103328.000000 Penalty: 4502.040527
	Iteration 24Q: 3 clusters Score -1103328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1103330.000000 Penalty: 4502.040527
	Iteration 25Q: 3 clusters Score -1103330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1103334.625000 Penalty: 4502.040527
	Iteration 26Q: 3 clusters Score -1103335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1103339.125000 Penalty: 4502.040527
	Iteration 27Q: 3 clusters Score -1103339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1103343.750000 Penalty: 4502.040527
	Iteration 28Q: 3 clusters Score -1103344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1103348.250000 Penalty: 4502.040527
	Iteration 29Q: 3 clusters Score -1103348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1103352.125000 Penalty: 4502.040527
	Iteration 30Q: 3 clusters Score -1103352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1103357.375000 Penalty: 4502.040527
	Iteration 31Q: 3 clusters Score -1103357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1103360.625000 Penalty: 4502.040527
	Iteration 32Q: 3 clusters Score -1103361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1103365.750000 Penalty: 4502.040527
	Iteration 33Q: 3 clusters Score -1103366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1103369.750000 Penalty: 4502.040527
	Iteration 34Q: 3 clusters Score -1103370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1103371.500000 Penalty: 4502.040527
	Iteration 35Q: 3 clusters Score -1103372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1103373.875000 Penalty: 4502.040527
	Iteration 36Q: 3 clusters Score -1103374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1103375.625000 Penalty: 4502.040527
	Iteration 37Q: 3 clusters Score -1103376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1103377.375000 Penalty: 4502.040527
	Iteration 38Q: 3 clusters Score -1103377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1103381.375000 Penalty: 4502.040527
	Iteration 39Q: 3 clusters Score -1103381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1103384.000000 Penalty: 4502.040527
	Iteration 40F: 3 clusters Score -1103384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1103382.375000 Penalty: 4502.040527
	Iteration 41Q: 3 clusters Score -1103382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1103386.125000 Penalty: 4502.040527
	Iteration 42Q: 3 clusters Score -1103386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1103390.250000 Penalty: 4502.040527
	Iteration 43Q: 3 clusters Score -1103390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1103391.625000 Penalty: 4502.040527
	Iteration 44Q: 3 clusters Score -1103392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1103393.125000 Penalty: 4502.040527
	Iteration 45Q: 3 clusters Score -1103393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1103393.500000 Penalty: 4502.040527
	Iteration 46Q: 3 clusters Score -1103394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1103400.125000 Penalty: 4502.040527
	Iteration 47Q: 3 clusters Score -1103400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1103400.250000 Penalty: 4502.040527
	Iteration 48Q: 3 clusters Score -1103400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1103403.625000 Penalty: 4502.040527
	Iteration 49Q: 3 clusters Score -1103404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1103406.375000 Penalty: 4502.040527
	Iteration 50Q: 3 clusters Score -1103406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1103411.250000 Penalty: 4502.040527
	Iteration 51Q: 3 clusters Score -1103411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1103417.500000 Penalty: 4502.040527
	Iteration 52Q: 3 clusters Score -1103418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1103419.750000 Penalty: 4502.040527
	Iteration 53Q: 3 clusters Score -1103420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1103425.500000 Penalty: 4502.040527
	Iteration 54Q: 3 clusters Score -1103426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1103432.875000 Penalty: 4502.040527
	Iteration 55Q: 3 clusters Score -1103433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1103445.250000 Penalty: 4502.040527
	Iteration 56Q: 3 clusters Score -1103445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1103457.375000 Penalty: 4502.040527
	Iteration 57Q: 3 clusters Score -1103457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1103463.375000 Penalty: 4502.040527
	Iteration 58Q: 3 clusters Score -1103463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1103476.250000 Penalty: 4502.040527
	Iteration 59Q: 3 clusters Score -1103476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1103486.875000 Penalty: 4502.040527
	Iteration 60F: 3 clusters Score -1103487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1103499.875000 Penalty: 4502.040527
	Iteration 61Q: 3 clusters Score -1103500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1103512.125000 Penalty: 4502.040527
	Iteration 62Q: 3 clusters Score -1103512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1103531.000000 Penalty: 4502.040527
	Iteration 63Q: 3 clusters Score -1103531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1103550.375000 Penalty: 4502.040527
	Iteration 64Q: 3 clusters Score -1103550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1103562.500000 Penalty: 4502.040527
	Iteration 65Q: 3 clusters Score -1103562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1103569.125000 Penalty: 4502.040527
	Iteration 66Q: 3 clusters Score -1103569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1103586.500000 Penalty: 4502.040527
	Iteration 67Q: 3 clusters Score -1103586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1103599.375000 Penalty: 4502.040527
	Iteration 68Q: 3 clusters Score -1103599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1103608.000000 Penalty: 4502.040527
	Iteration 69Q: 3 clusters Score -1103608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1103619.250000 Penalty: 4502.040527
	Iteration 70Q: 3 clusters Score -1103619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1103627.875000 Penalty: 4502.040527
	Iteration 71Q: 3 clusters Score -1103628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1103630.250000 Penalty: 4502.040527
	Iteration 72Q: 3 clusters Score -1103630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1103636.500000 Penalty: 4502.040527
	Iteration 73Q: 3 clusters Score -1103636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1103642.000000 Penalty: 4502.040527
	Iteration 74Q: 3 clusters Score -1103642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1103645.375000 Penalty: 4502.040527
	Iteration 75Q: 3 clusters Score -1103645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1103647.250000 Penalty: 4502.040527
	Iteration 76Q: 3 clusters Score -1103647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1103646.750000 Penalty: 4502.040527
	Iteration 77Q: 3 clusters Score -1103647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1103648.625000 Penalty: 4502.040527
	Iteration 78Q: 3 clusters Score -1103649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1103652.000000 Penalty: 4502.040527
	Iteration 79Q: 3 clusters Score -1103652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1103653.375000 Penalty: 4502.040527
	Iteration 80F: 3 clusters Score -1103653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1103656.125000 Penalty: 4502.040527
	Iteration 81Q: 3 clusters Score -1103656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1103659.000000 Penalty: 4502.040527
	Iteration 82Q: 3 clusters Score -1103659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1103664.375000 Penalty: 4502.040527
	Iteration 83Q: 3 clusters Score -1103664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1103672.000000 Penalty: 4502.040527
	Iteration 84Q: 3 clusters Score -1103672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1103676.625000 Penalty: 4502.040527
	Iteration 85Q: 3 clusters Score -1103677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1103676.875000 Penalty: 4502.040527
	Iteration 86Q: 3 clusters Score -1103677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1103677.750000 Penalty: 4502.040527
	Iteration 87Q: 3 clusters Score -1103678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1103678.625000 Penalty: 4502.040527
	Iteration 88Q: 3 clusters Score -1103679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1103678.750000 Penalty: 4502.040527
	Iteration 89Q: 3 clusters Score -1103679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1103678.500000 Penalty: 4502.040527
	Iteration 90Q: 3 clusters Score -1103678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1103678.375000 Penalty: 4502.040527
	Iteration 91Q: 3 clusters Score -1103678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1103680.625000 Penalty: 4502.040527
	Iteration 92Q: 3 clusters Score -1103681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1103680.000000 Penalty: 4502.040527
	Iteration 93Q: 3 clusters Score -1103680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1103680.000000 Penalty: 4502.040527
	Iteration 94Q: 3 clusters Score -1103680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1103681.000000 Penalty: 4502.040527
	Iteration 95Q: 3 clusters Score -1103681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1103682.000000 Penalty: 4502.040527
	Iteration 96Q: 3 clusters Score -1103682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1103682.000000 Penalty: 4502.040527
	Iteration 97F: 3 clusters Score -1103682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Entering Unmasked Estep 
Score: -1254148.750000 Penalty: 2288.003174
	Iteration 0F: 2 clusters Score -1254149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1246385.750000 Penalty: 4576.006348
	Iteration 0F: 3 clusters Score -1246386 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1248734.000000 Penalty: 4576.006348
	Iteration 1F: 3 clusters Score -1248734 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1249110.000000 Penalty: 4576.006348
	Iteration 2F: 3 clusters Score -1249110 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1249418.625000 Penalty: 4576.006348
	Iteration 3F: 3 clusters Score -1249419 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1249683.000000 Penalty: 4576.006348
	Iteration 4Q: 3 clusters Score -1249683 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1249922.250000 Penalty: 4576.006348
	Iteration 5Q: 3 clusters Score -1249922 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1250159.500000 Penalty: 4576.006348
	Iteration 6Q: 3 clusters Score -1250160 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1250392.750000 Penalty: 4576.006348
	Iteration 7Q: 3 clusters Score -1250393 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1250569.125000 Penalty: 4576.006348
	Iteration 8Q: 3 clusters Score -1250569 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1250743.250000 Penalty: 4576.006348
	Iteration 9Q: 3 clusters Score -1250743 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1250915.875000 Penalty: 4576.006348
	Iteration 10Q: 3 clusters Score -1250916 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1251062.000000 Penalty: 4576.006348
	Iteration 11Q: 3 clusters Score -1251062 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1251173.375000 Penalty: 4576.006348
	Iteration 12Q: 3 clusters Score -1251173 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1251266.500000 Penalty: 4576.006348
	Iteration 13Q: 3 clusters Score -1251266 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1251352.375000 Penalty: 4576.006348
	Iteration 14Q: 3 clusters Score -1251352 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1251421.375000 Penalty: 4576.006348
	Iteration 15Q: 3 clusters Score -1251421 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1251470.875000 Penalty: 4576.006348
	Iteration 16Q: 3 clusters Score -1251471 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1251520.750000 Penalty: 4576.006348
	Iteration 17Q: 3 clusters Score -1251521 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1251565.000000 Penalty: 4576.006348
	Iteration 18Q: 3 clusters Score -1251565 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1251615.750000 Penalty: 4576.006348
	Iteration 19Q: 3 clusters Score -1251616 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1251654.875000 Penalty: 4576.006348
	Iteration 20F: 3 clusters Score -1251655 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1251690.500000 Penalty: 4576.006348
	Iteration 21Q: 3 clusters Score -1251690 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1251713.625000 Penalty: 4576.006348
	Iteration 22Q: 3 clusters Score -1251714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1251724.500000 Penalty: 4576.006348
	Iteration 23Q: 3 clusters Score -1251724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1251749.125000 Penalty: 4576.006348
	Iteration 24Q: 3 clusters Score -1251749 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1251770.375000 Penalty: 4576.006348
	Iteration 25Q: 3 clusters Score -1251770 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1251784.875000 Penalty: 4576.006348
	Iteration 26Q: 3 clusters Score -1251785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1251800.625000 Penalty: 4576.006348
	Iteration 27Q: 3 clusters Score -1251801 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1251810.625000 Penalty: 4576.006348
	Iteration 28Q: 3 clusters Score -1251811 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1251820.500000 Penalty: 4576.006348
	Iteration 29Q: 3 clusters Score -1251820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1251826.375000 Penalty: 4576.006348
	Iteration 30Q: 3 clusters Score -1251826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1251830.250000 Penalty: 4576.006348
	Iteration 31Q: 3 clusters Score -1251830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1251834.750000 Penalty: 4576.006348
	Iteration 32Q: 3 clusters Score -1251835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1251837.000000 Penalty: 4576.006348
	Iteration 33Q: 3 clusters Score -1251837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1251841.625000 Penalty: 4576.006348
	Iteration 34Q: 3 clusters Score -1251842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1251846.125000 Penalty: 4576.006348
	Iteration 35Q: 3 clusters Score -1251846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1251847.500000 Penalty: 4576.006348
	Iteration 36Q: 3 clusters Score -1251848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1251853.875000 Penalty: 4576.006348
	Iteration 37Q: 3 clusters Score -1251854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1251859.250000 Penalty: 4576.006348
	Iteration 38Q: 3 clusters Score -1251859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1251860.750000 Penalty: 4576.006348
	Iteration 39Q: 3 clusters Score -1251861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1251863.625000 Penalty: 4576.006348
	Iteration 40F: 3 clusters Score -1251864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1251863.125000 Penalty: 4576.006348
	Iteration 41Q: 3 clusters Score -1251863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1251867.875000 Penalty: 4576.006348
	Iteration 42Q: 3 clusters Score -1251868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1251867.875000 Penalty: 4576.006348
	Iteration 43Q: 3 clusters Score -1251868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1251866.250000 Penalty: 4576.006348
	Iteration 44Q: 3 clusters Score -1251866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1251872.125000 Penalty: 4576.006348
	Iteration 45Q: 3 clusters Score -1251872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1251876.250000 Penalty: 4576.006348
	Iteration 46Q: 3 clusters Score -1251876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1251880.000000 Penalty: 4576.006348
	Iteration 47Q: 3 clusters Score -1251880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1251885.125000 Penalty: 4576.006348
	Iteration 48Q: 3 clusters Score -1251885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1251890.625000 Penalty: 4576.006348
	Iteration 49Q: 3 clusters Score -1251891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1251900.000000 Penalty: 4576.006348
	Iteration 50Q: 3 clusters Score -1251900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1251909.250000 Penalty: 4576.006348
	Iteration 51Q: 3 clusters Score -1251909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1251919.625000 Penalty: 4576.006348
	Iteration 52Q: 3 clusters Score -1251920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1251930.125000 Penalty: 4576.006348
	Iteration 53Q: 3 clusters Score -1251930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1251939.875000 Penalty: 4576.006348
	Iteration 54Q: 3 clusters Score -1251940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1251956.000000 Penalty: 4576.006348
	Iteration 55Q: 3 clusters Score -1251956 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1251972.125000 Penalty: 4576.006348
	Iteration 56Q: 3 clusters Score -1251972 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1251990.000000 Penalty: 4576.006348
	Iteration 57Q: 3 clusters Score -1251990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1252003.625000 Penalty: 4576.006348
	Iteration 58Q: 3 clusters Score -1252004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1252022.375000 Penalty: 4576.006348
	Iteration 59Q: 3 clusters Score -1252022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1252038.875000 Penalty: 4576.006348
	Iteration 60F: 3 clusters Score -1252039 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1252052.750000 Penalty: 4576.006348
	Iteration 61Q: 3 clusters Score -1252053 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1252066.000000 Penalty: 4576.006348
	Iteration 62Q: 3 clusters Score -1252066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1252075.875000 Penalty: 4576.006348
	Iteration 63Q: 3 clusters Score -1252076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1252083.000000 Penalty: 4576.006348
	Iteration 64Q: 3 clusters Score -1252083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1252086.750000 Penalty: 4576.006348
	Iteration 65Q: 3 clusters Score -1252087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1252091.000000 Penalty: 4576.006348
	Iteration 66Q: 3 clusters Score -1252091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1252095.375000 Penalty: 4576.006348
	Iteration 67Q: 3 clusters Score -1252095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1252098.750000 Penalty: 4576.006348
	Iteration 68Q: 3 clusters Score -1252099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1252099.500000 Penalty: 4576.006348
	Iteration 69Q: 3 clusters Score -1252100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1252098.000000 Penalty: 4576.006348
	Iteration 70Q: 3 clusters Score -1252098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1252100.625000 Penalty: 4576.006348
	Iteration 71Q: 3 clusters Score -1252101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1252100.625000 Penalty: 4576.006348
	Iteration 72Q: 3 clusters Score -1252101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1252100.125000 Penalty: 4576.006348
	Iteration 73Q: 3 clusters Score -1252100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1252100.625000 Penalty: 4576.006348
	Iteration 74Q: 3 clusters Score -1252101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1252102.000000 Penalty: 4576.006348
	Iteration 75Q: 3 clusters Score -1252102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1252101.750000 Penalty: 4576.006348
	Iteration 76Q: 3 clusters Score -1252102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1252100.125000 Penalty: 4576.006348
	Iteration 77Q: 3 clusters Score -1252100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1252100.125000 Penalty: 4576.006348
	Iteration 78F: 3 clusters Score -1252100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Entering Unmasked Estep 
Score: -847749.312500 Penalty: 2199.541016
	Iteration 0F: 2 clusters Score -847749.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -841957.125000 Penalty: 4399.082031
	Iteration 0F: 3 clusters Score -841957.1 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -843511.062500 Penalty: 4399.082031
	Iteration 1F: 3 clusters Score -843511.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -843864.375000 Penalty: 4399.082031
	Iteration 2F: 3 clusters Score -843864.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -844217.562500 Penalty: 4399.082031
	Iteration 3F: 3 clusters Score -844217.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -844598.687500 Penalty: 4399.082031
	Iteration 4F: 3 clusters Score -844598.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -845003.875000 Penalty: 4399.082031
	Iteration 5F: 3 clusters Score -845003.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -845343.750000 Penalty: 4399.082031
	Iteration 6F: 3 clusters Score -845343.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -845660.875000 Penalty: 4399.082031
	Iteration 7F: 3 clusters Score -845660.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -845922.062500 Penalty: 4399.082031
	Iteration 8Q: 3 clusters Score -845922.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -846104.312500 Penalty: 4399.082031
	Iteration 9Q: 3 clusters Score -846104.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -846266.000000 Penalty: 4399.082031
	Iteration 10Q: 3 clusters Score -846266 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -846426.562500 Penalty: 4399.082031
	Iteration 11Q: 3 clusters Score -846426.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -846588.062500 Penalty: 4399.082031
	Iteration 12Q: 3 clusters Score -846588.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -846725.500000 Penalty: 4399.082031
	Iteration 13Q: 3 clusters Score -846725.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -846865.000000 Penalty: 4399.082031
	Iteration 14Q: 3 clusters Score -846865 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -847017.562500 Penalty: 4399.082031
	Iteration 15Q: 3 clusters Score -847017.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -847205.062500 Penalty: 4399.082031
	Iteration 16Q: 3 clusters Score -847205.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -847394.875000 Penalty: 4399.082031
	Iteration 17Q: 3 clusters Score -847394.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -847502.437500 Penalty: 4399.082031
	Iteration 18Q: 3 clusters Score -847502.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -847551.812500 Penalty: 4399.082031
	Iteration 19Q: 3 clusters Score -847551.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -847570.250000 Penalty: 4399.082031
	Iteration 20F: 3 clusters Score -847570.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -847577.562500 Penalty: 4399.082031
	Iteration 21Q: 3 clusters Score -847577.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -847581.625000 Penalty: 4399.082031
	Iteration 22Q: 3 clusters Score -847581.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -847583.312500 Penalty: 4399.082031
	Iteration 23Q: 3 clusters Score -847583.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -847583.312500 Penalty: 4399.082031
	Iteration 24F: 3 clusters Score -847583.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Entering Unmasked Estep 
Score: -481500.187500 Penalty: 2074.686768
	Iteration 0F: 2 clusters Score -481500.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -477447.625000 Penalty: 4149.373535
	Iteration 0F: 3 clusters Score -477447.6 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -478597.031250 Penalty: 4149.373535
	Iteration 1F: 3 clusters Score -478597 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -478938.406250 Penalty: 4149.373535
	Iteration 2F: 3 clusters Score -478938.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -479225.531250 Penalty: 4149.373535
	Iteration 3F: 3 clusters Score -479225.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -479551.531250 Penalty: 4149.373535
	Iteration 4F: 3 clusters Score -479551.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -479835.468750 Penalty: 4149.373535
	Iteration 5F: 3 clusters Score -479835.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -480113.718750 Penalty: 4149.373535
	Iteration 6F: 3 clusters Score -480113.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -480335.875000 Penalty: 4149.373535
	Iteration 7Q: 3 clusters Score -480335.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -480504.156250 Penalty: 4149.373535
	Iteration 8Q: 3 clusters Score -480504.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -480600.812500 Penalty: 4149.373535
	Iteration 9Q: 3 clusters Score -480600.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -480657.843750 Penalty: 4149.373535
	Iteration 10Q: 3 clusters Score -480657.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -480694.843750 Penalty: 4149.373535
	Iteration 11Q: 3 clusters Score -480694.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -480717.031250 Penalty: 4149.373535
	Iteration 12Q: 3 clusters Score -480717 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -480733.593750 Penalty: 4149.373535
	Iteration 13Q: 3 clusters Score -480733.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -480748.406250 Penalty: 4149.373535
	Iteration 14Q: 3 clusters Score -480748.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -480759.875000 Penalty: 4149.373535
	Iteration 15Q: 3 clusters Score -480759.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -480769.625000 Penalty: 4149.373535
	Iteration 16Q: 3 clusters Score -480769.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -480778.968750 Penalty: 4149.373535
	Iteration 17Q: 3 clusters Score -480779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -480785.343750 Penalty: 4149.373535
	Iteration 18Q: 3 clusters Score -480785.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -480789.843750 Penalty: 4149.373535
	Iteration 19Q: 3 clusters Score -480789.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -480792.562500 Penalty: 4149.373535
	Iteration 20F: 3 clusters Score -480792.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -480795.531250 Penalty: 4149.373535
	Iteration 21Q: 3 clusters Score -480795.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -480797.718750 Penalty: 4149.373535
	Iteration 22Q: 3 clusters Score -480797.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -480799.531250 Penalty: 4149.373535
	Iteration 23Q: 3 clusters Score -480799.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -480799.187500 Penalty: 4149.373535
	Iteration 24Q: 3 clusters Score -480799.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -480798.812500 Penalty: 4149.373535
	Iteration 25Q: 3 clusters Score -480798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -480800.187500 Penalty: 4149.373535
	Iteration 26Q: 3 clusters Score -480800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -480800.187500 Penalty: 4149.373535
	Iteration 27F: 3 clusters Score -480800.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Entering Unmasked Estep 
Score: -451929.250000 Penalty: 2018.364136
	Iteration 0F: 2 clusters Score -451929.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -448407.156250 Penalty: 4036.728271
	Iteration 0F: 3 clusters Score -448407.2 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -449069.750000 Penalty: 4036.728271
	Iteration 1F: 3 clusters Score -449069.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -449228.406250 Penalty: 4036.728271
	Iteration 2F: 3 clusters Score -449228.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -449317.281250 Penalty: 4036.728271
	Iteration 3Q: 3 clusters Score -449317.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -449382.156250 Penalty: 4036.728271
	Iteration 4Q: 3 clusters Score -449382.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -449429.468750 Penalty: 4036.728271
	Iteration 5Q: 3 clusters Score -449429.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -449463.312500 Penalty: 4036.728271
	Iteration 6Q: 3 clusters Score -449463.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -449484.781250 Penalty: 4036.728271
	Iteration 7Q: 3 clusters Score -449484.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -449509.656250 Penalty: 4036.728271
	Iteration 8Q: 3 clusters Score -449509.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -449535.187500 Penalty: 4036.728271
	Iteration 9Q: 3 clusters Score -449535.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -449560.187500 Penalty: 4036.728271
	Iteration 10Q: 3 clusters Score -449560.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -449574.031250 Penalty: 4036.728271
	Iteration 11Q: 3 clusters Score -449574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -449580.968750 Penalty: 4036.728271
	Iteration 12Q: 3 clusters Score -449581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -449589.750000 Penalty: 4036.728271
	Iteration 13Q: 3 clusters Score -449589.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -449598.187500 Penalty: 4036.728271
	Iteration 14Q: 3 clusters Score -449598.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -449606.062500 Penalty: 4036.728271
	Iteration 15Q: 3 clusters Score -449606.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -449614.750000 Penalty: 4036.728271
	Iteration 16Q: 3 clusters Score -449614.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -449620.562500 Penalty: 4036.728271
	Iteration 17Q: 3 clusters Score -449620.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -449623.687500 Penalty: 4036.728271
	Iteration 18Q: 3 clusters Score -449623.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -449624.218750 Penalty: 4036.728271
	Iteration 19Q: 3 clusters Score -449624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -449624.156250 Penalty: 4036.728271
	Iteration 20F: 3 clusters Score -449624.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -449624.750000 Penalty: 4036.728271
	Iteration 21Q: 3 clusters Score -449624.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -449624.750000 Penalty: 4036.728271
	Iteration 22F: 3 clusters Score -449624.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Entering Unmasked Estep 
Score: -1877614.625000 Penalty: 2378.322266
	Iteration 0F: 2 clusters Score -1877615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1866976.750000 Penalty: 4756.644531
	Iteration 0F: 3 clusters Score -1866977 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1870232.125000 Penalty: 4756.644531
	Iteration 1F: 3 clusters Score -1870232 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1870658.125000 Penalty: 4756.644531
	Iteration 2F: 3 clusters Score -1870658 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1871110.750000 Penalty: 4756.644531
	Iteration 3F: 3 clusters Score -1871111 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1871609.625000 Penalty: 4756.644531
	Iteration 4F: 3 clusters Score -1871610 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1872149.250000 Penalty: 4756.644531
	Iteration 5F: 3 clusters Score -1872149 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1872759.625000 Penalty: 4756.644531
	Iteration 6F: 3 clusters Score -1872760 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1873648.125000 Penalty: 4756.644531
	Iteration 7F: 3 clusters Score -1873648 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1874981.250000 Penalty: 4756.644531
	Iteration 8F: 3 clusters Score -1874981 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1876586.750000 Penalty: 4756.644531
	Iteration 9F: 3 clusters Score -1876587 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1877802.125000 Penalty: 4756.644531
	Iteration 10F: 3 clusters Score -1877802 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1878329.375000 Penalty: 4756.644531
	Iteration 11Q: 3 clusters Score -1878329 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1878502.250000 Penalty: 4756.644531
	Iteration 12Q: 3 clusters Score -1878502 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1878553.125000 Penalty: 4756.644531
	Iteration 13Q: 3 clusters Score -1878553 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1878579.375000 Penalty: 4756.644531
	Iteration 14Q: 3 clusters Score -1878579 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1878596.500000 Penalty: 4756.644531
	Iteration 15Q: 3 clusters Score -1878596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1878597.750000 Penalty: 4756.644531
	Iteration 16Q: 3 clusters Score -1878598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1878604.875000 Penalty: 4756.644531
	Iteration 17Q: 3 clusters Score -1878605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1878610.625000 Penalty: 4756.644531
	Iteration 18Q: 3 clusters Score -1878611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1878609.375000 Penalty: 4756.644531
	Iteration 19Q: 3 clusters Score -1878609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1878612.375000 Penalty: 4756.644531
	Iteration 20F: 3 clusters Score -1878612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1878614.750000 Penalty: 4756.644531
	Iteration 21Q: 3 clusters Score -1878615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1878617.500000 Penalty: 4756.644531
	Iteration 22Q: 3 clusters Score -1878618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1878618.500000 Penalty: 4756.644531
	Iteration 23Q: 3 clusters Score -1878618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1878615.875000 Penalty: 4756.644531
	Iteration 24Q: 3 clusters Score -1878616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1878615.875000 Penalty: 4756.644531
	Iteration 25F: 3 clusters Score -1878616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 41836 members 
Mstep: Class 3 contains 13063 members 
Mstep: Class 4 contains 171143 members 
Mstep: Class 5 contains 50814 members 
Mstep: Class 6 contains 154971 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 76841 members 
Mstep: Class 9 contains 179822 members 
Mstep: Class 10 contains 7950 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5079 members 
Mstep: Class 14 contains 8801 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 8749 members 
Mstep: Class 18 contains 10156 members 
Mstep: Class 19 contains 7109 members 
Mstep: Class 20 contains 4297 members 
Mstep: Class 21 contains 3424 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 12983 members 
Mstep: Class 24 contains 11898 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10416 members 
Mstep: Class 27 contains 4696 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14177 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 10932 members 
Mstep: Class 32 contains 14632 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 16059 members 
Mstep: Class 36 contains 12829 members 
Mstep: Class 37 contains 5377 members 
Mstep: Class 38 contains 27898 members 
Mstep: Class 39 contains 19092 members 
Mstep: Class 40 contains 48325 members 
Mstep: Class 41 contains 61054 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26929 members 
Mstep: Class 44 contains 5948 members 
Entering Unmasked Estep 
Score: -150802304.000000 Penalty: 152864.640625
Splitting cluster 22 changes total score from -150802032.000000 to -150802304.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 23 (12983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Entering Unmasked Estep 
Score: -1564238.500000 Penalty: 2348.906250
	Iteration 0F: 2 clusters Score -1564238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1554589.875000 Penalty: 4697.812500
	Iteration 0F: 3 clusters Score -1554590 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1557726.000000 Penalty: 4697.812500
	Iteration 1F: 3 clusters Score -1557726 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1558434.000000 Penalty: 4697.812500
	Iteration 2F: 3 clusters Score -1558434 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1559192.000000 Penalty: 4697.812500
	Iteration 3F: 3 clusters Score -1559192 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1559937.125000 Penalty: 4697.812500
	Iteration 4F: 3 clusters Score -1559937 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1560505.250000 Penalty: 4697.812500
	Iteration 5F: 3 clusters Score -1560505 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1560928.000000 Penalty: 4697.812500
	Iteration 6F: 3 clusters Score -1560928 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1561248.125000 Penalty: 4697.812500
	Iteration 7Q: 3 clusters Score -1561248 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1561499.750000 Penalty: 4697.812500
	Iteration 8Q: 3 clusters Score -1561500 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1561675.000000 Penalty: 4697.812500
	Iteration 9Q: 3 clusters Score -1561675 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1561825.250000 Penalty: 4697.812500
	Iteration 10Q: 3 clusters Score -1561825 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1561934.000000 Penalty: 4697.812500
	Iteration 11Q: 3 clusters Score -1561934 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1562030.500000 Penalty: 4697.812500
	Iteration 12Q: 3 clusters Score -1562030 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1562091.875000 Penalty: 4697.812500
	Iteration 13Q: 3 clusters Score -1562092 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1562142.625000 Penalty: 4697.812500
	Iteration 14Q: 3 clusters Score -1562143 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1562174.500000 Penalty: 4697.812500
	Iteration 15Q: 3 clusters Score -1562174 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1562201.625000 Penalty: 4697.812500
	Iteration 16Q: 3 clusters Score -1562202 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1562231.750000 Penalty: 4697.812500
	Iteration 17Q: 3 clusters Score -1562232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1562259.750000 Penalty: 4697.812500
	Iteration 18Q: 3 clusters Score -1562260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1562282.500000 Penalty: 4697.812500
	Iteration 19Q: 3 clusters Score -1562282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1562298.250000 Penalty: 4697.812500
	Iteration 20F: 3 clusters Score -1562298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1562312.500000 Penalty: 4697.812500
	Iteration 21Q: 3 clusters Score -1562312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1562327.875000 Penalty: 4697.812500
	Iteration 22Q: 3 clusters Score -1562328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1562344.000000 Penalty: 4697.812500
	Iteration 23Q: 3 clusters Score -1562344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1562351.750000 Penalty: 4697.812500
	Iteration 24Q: 3 clusters Score -1562352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1562361.750000 Penalty: 4697.812500
	Iteration 25Q: 3 clusters Score -1562362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1562380.625000 Penalty: 4697.812500
	Iteration 26Q: 3 clusters Score -1562381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1562395.875000 Penalty: 4697.812500
	Iteration 27Q: 3 clusters Score -1562396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1562402.750000 Penalty: 4697.812500
	Iteration 28Q: 3 clusters Score -1562403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1562422.500000 Penalty: 4697.812500
	Iteration 29Q: 3 clusters Score -1562422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1562437.625000 Penalty: 4697.812500
	Iteration 30Q: 3 clusters Score -1562438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1562443.250000 Penalty: 4697.812500
	Iteration 31Q: 3 clusters Score -1562443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1562451.125000 Penalty: 4697.812500
	Iteration 32Q: 3 clusters Score -1562451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1562455.625000 Penalty: 4697.812500
	Iteration 33Q: 3 clusters Score -1562456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1562460.375000 Penalty: 4697.812500
	Iteration 34Q: 3 clusters Score -1562460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1562463.000000 Penalty: 4697.812500
	Iteration 35Q: 3 clusters Score -1562463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1562461.625000 Penalty: 4697.812500
	Iteration 36Q: 3 clusters Score -1562462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1562467.625000 Penalty: 4697.812500
	Iteration 37Q: 3 clusters Score -1562468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1562469.500000 Penalty: 4697.812500
	Iteration 38Q: 3 clusters Score -1562470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1562472.500000 Penalty: 4697.812500
	Iteration 39Q: 3 clusters Score -1562472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1562479.500000 Penalty: 4697.812500
	Iteration 40F: 3 clusters Score -1562480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1562479.875000 Penalty: 4697.812500
	Iteration 41Q: 3 clusters Score -1562480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1562482.000000 Penalty: 4697.812500
	Iteration 42Q: 3 clusters Score -1562482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1562481.750000 Penalty: 4697.812500
	Iteration 43Q: 3 clusters Score -1562482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1562481.750000 Penalty: 4697.812500
	Iteration 44F: 3 clusters Score -1562482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Entering Unmasked Estep 
Score: -1450934.500000 Penalty: 2327.263184
	Iteration 0F: 2 clusters Score -1450934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1442060.125000 Penalty: 4654.526367
	Iteration 0F: 3 clusters Score -1442060 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1444719.250000 Penalty: 4654.526367
	Iteration 1F: 3 clusters Score -1444719 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1445179.500000 Penalty: 4654.526367
	Iteration 2F: 3 clusters Score -1445180 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1445570.500000 Penalty: 4654.526367
	Iteration 3F: 3 clusters Score -1445570 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1445939.375000 Penalty: 4654.526367
	Iteration 4F: 3 clusters Score -1445939 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1446265.125000 Penalty: 4654.526367
	Iteration 5F: 3 clusters Score -1446265 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1446552.375000 Penalty: 4654.526367
	Iteration 6Q: 3 clusters Score -1446552 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1446823.500000 Penalty: 4654.526367
	Iteration 7Q: 3 clusters Score -1446824 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1447082.500000 Penalty: 4654.526367
	Iteration 8Q: 3 clusters Score -1447082 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1447352.500000 Penalty: 4654.526367
	Iteration 9Q: 3 clusters Score -1447352 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1447628.625000 Penalty: 4654.526367
	Iteration 10Q: 3 clusters Score -1447629 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1447921.625000 Penalty: 4654.526367
	Iteration 11Q: 3 clusters Score -1447922 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1448177.250000 Penalty: 4654.526367
	Iteration 12Q: 3 clusters Score -1448177 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1448388.625000 Penalty: 4654.526367
	Iteration 13Q: 3 clusters Score -1448389 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1448567.125000 Penalty: 4654.526367
	Iteration 14Q: 3 clusters Score -1448567 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1448727.000000 Penalty: 4654.526367
	Iteration 15Q: 3 clusters Score -1448727 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1448843.750000 Penalty: 4654.526367
	Iteration 16Q: 3 clusters Score -1448844 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1448952.875000 Penalty: 4654.526367
	Iteration 17Q: 3 clusters Score -1448953 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1449016.250000 Penalty: 4654.526367
	Iteration 18Q: 3 clusters Score -1449016 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1449067.375000 Penalty: 4654.526367
	Iteration 19Q: 3 clusters Score -1449067 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1449106.250000 Penalty: 4654.526367
	Iteration 20F: 3 clusters Score -1449106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1449133.875000 Penalty: 4654.526367
	Iteration 21Q: 3 clusters Score -1449134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1449142.500000 Penalty: 4654.526367
	Iteration 22Q: 3 clusters Score -1449142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1449150.000000 Penalty: 4654.526367
	Iteration 23Q: 3 clusters Score -1449150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1449159.500000 Penalty: 4654.526367
	Iteration 24Q: 3 clusters Score -1449160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1449176.250000 Penalty: 4654.526367
	Iteration 25Q: 3 clusters Score -1449176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1449190.125000 Penalty: 4654.526367
	Iteration 26Q: 3 clusters Score -1449190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1449198.375000 Penalty: 4654.526367
	Iteration 27Q: 3 clusters Score -1449198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1449211.250000 Penalty: 4654.526367
	Iteration 28Q: 3 clusters Score -1449211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1449219.625000 Penalty: 4654.526367
	Iteration 29Q: 3 clusters Score -1449220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1449220.875000 Penalty: 4654.526367
	Iteration 30Q: 3 clusters Score -1449221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1449229.125000 Penalty: 4654.526367
	Iteration 31Q: 3 clusters Score -1449229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1449230.000000 Penalty: 4654.526367
	Iteration 32Q: 3 clusters Score -1449230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1449232.750000 Penalty: 4654.526367
	Iteration 33Q: 3 clusters Score -1449233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1449234.250000 Penalty: 4654.526367
	Iteration 34Q: 3 clusters Score -1449234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1449233.875000 Penalty: 4654.526367
	Iteration 35Q: 3 clusters Score -1449234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1449235.625000 Penalty: 4654.526367
	Iteration 36Q: 3 clusters Score -1449236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1449236.500000 Penalty: 4654.526367
	Iteration 37Q: 3 clusters Score -1449236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1449238.750000 Penalty: 4654.526367
	Iteration 38Q: 3 clusters Score -1449239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1449241.375000 Penalty: 4654.526367
	Iteration 39Q: 3 clusters Score -1449241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1449241.250000 Penalty: 4654.526367
	Iteration 40F: 3 clusters Score -1449241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -77671.757812 Penalty: 1623.602783
	Iteration 0F: 2 clusters Score -77671.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -75997.031250 Penalty: 3247.205566
	Iteration 0F: 3 clusters Score -75997.03 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76226.179688 Penalty: 3247.205566
	Iteration 1F: 3 clusters Score -76226.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -76282.718750 Penalty: 3247.205566
	Iteration 2F: 3 clusters Score -76282.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76311.296875 Penalty: 3247.205566
	Iteration 3Q: 3 clusters Score -76311.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76337.671875 Penalty: 3247.205566
	Iteration 4Q: 3 clusters Score -76337.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76355.140625 Penalty: 3247.205566
	Iteration 5Q: 3 clusters Score -76355.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76365.421875 Penalty: 3247.205566
	Iteration 6Q: 3 clusters Score -76365.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -76375.335938 Penalty: 3247.205566
	Iteration 7Q: 3 clusters Score -76375.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76417.734375 Penalty: 3247.205566
	Iteration 8Q: 3 clusters Score -76417.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76462.296875 Penalty: 3247.205566
	Iteration 9Q: 3 clusters Score -76462.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -76565.796875 Penalty: 3247.205566
	Iteration 10Q: 3 clusters Score -76565.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76725.070312 Penalty: 3247.205566
	Iteration 11Q: 3 clusters Score -76725.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -77017.218750 Penalty: 3247.205566
	Iteration 12F: 3 clusters Score -77017.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77302.578125 Penalty: 3247.205566
	Iteration 13Q: 3 clusters Score -77302.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -77654.476562 Penalty: 3247.205566
	Iteration 14Q: 3 clusters Score -77654.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -77781.835938 Penalty: 3247.205566
	Iteration 15F: 3 clusters Score -77781.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -77862.453125 Penalty: 3247.205566
	Iteration 16Q: 3 clusters Score -77862.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -77968.812500 Penalty: 3247.205566
	Iteration 17Q: 3 clusters Score -77968.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -78042.257812 Penalty: 3247.205566
	Iteration 18Q: 3 clusters Score -78042.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -78120.507812 Penalty: 3247.205566
	Iteration 19Q: 3 clusters Score -78120.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -78156.781250 Penalty: 3247.205566
	Iteration 20F: 3 clusters Score -78156.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -78184.632812 Penalty: 3247.205566
	Iteration 21Q: 3 clusters Score -78184.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -78191.609375 Penalty: 3247.205566
	Iteration 22Q: 3 clusters Score -78191.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -78191.609375 Penalty: 3247.205566
	Iteration 23F: 3 clusters Score -78191.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 41836 members 
Mstep: Class 3 contains 13063 members 
Mstep: Class 4 contains 171143 members 
Mstep: Class 5 contains 50814 members 
Mstep: Class 6 contains 154971 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 76841 members 
Mstep: Class 9 contains 179822 members 
Mstep: Class 10 contains 7950 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5079 members 
Mstep: Class 14 contains 8801 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 8749 members 
Mstep: Class 18 contains 10156 members 
Mstep: Class 19 contains 7109 members 
Mstep: Class 20 contains 4297 members 
Mstep: Class 21 contains 3424 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 12983 members 
Mstep: Class 24 contains 11898 members 
Mstep: Class 25 contains 275 members 
Mstep: Class 26 contains 10416 members 
Mstep: Class 27 contains 4696 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14177 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 10932 members 
Mstep: Class 32 contains 14632 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 16059 members 
Mstep: Class 36 contains 12829 members 
Mstep: Class 37 contains 5377 members 
Mstep: Class 38 contains 27898 members 
Mstep: Class 39 contains 19092 members 
Mstep: Class 40 contains 48325 members 
Mstep: Class 41 contains 61054 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26929 members 
Mstep: Class 44 contains 5948 members 
Mstep: Class 45 contains 422 members 
Entering Unmasked Estep 
Score: -150800800.000000 Penalty: 156338.828125
Splitting cluster 25 changes total score from -150802032.000000 to -150800800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (10416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Entering Unmasked Estep 
Score: -1301560.750000 Penalty: 2294.272461
	Iteration 0F: 2 clusters Score -1301561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1293538.750000 Penalty: 4588.544922
	Iteration 0F: 3 clusters Score -1293539 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1296055.250000 Penalty: 4588.544922
	Iteration 1F: 3 clusters Score -1296055 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1296404.500000 Penalty: 4588.544922
	Iteration 2F: 3 clusters Score -1296404 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1296735.875000 Penalty: 4588.544922
	Iteration 3F: 3 clusters Score -1296736 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1297061.625000 Penalty: 4588.544922
	Iteration 4Q: 3 clusters Score -1297062 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1297371.000000 Penalty: 4588.544922
	Iteration 5Q: 3 clusters Score -1297371 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1297687.625000 Penalty: 4588.544922
	Iteration 6Q: 3 clusters Score -1297688 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1298022.500000 Penalty: 4588.544922
	Iteration 7Q: 3 clusters Score -1298022 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1298346.125000 Penalty: 4588.544922
	Iteration 8Q: 3 clusters Score -1298346 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1298663.125000 Penalty: 4588.544922
	Iteration 9Q: 3 clusters Score -1298663 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1298962.375000 Penalty: 4588.544922
	Iteration 10Q: 3 clusters Score -1298962 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1299181.625000 Penalty: 4588.544922
	Iteration 11Q: 3 clusters Score -1299182 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1299322.875000 Penalty: 4588.544922
	Iteration 12Q: 3 clusters Score -1299323 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1299420.625000 Penalty: 4588.544922
	Iteration 13Q: 3 clusters Score -1299421 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1299493.750000 Penalty: 4588.544922
	Iteration 14Q: 3 clusters Score -1299494 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1299571.875000 Penalty: 4588.544922
	Iteration 15Q: 3 clusters Score -1299572 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1299626.250000 Penalty: 4588.544922
	Iteration 16Q: 3 clusters Score -1299626 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1299668.250000 Penalty: 4588.544922
	Iteration 17Q: 3 clusters Score -1299668 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1299712.750000 Penalty: 4588.544922
	Iteration 18Q: 3 clusters Score -1299713 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1299747.000000 Penalty: 4588.544922
	Iteration 19Q: 3 clusters Score -1299747 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1299770.875000 Penalty: 4588.544922
	Iteration 20F: 3 clusters Score -1299771 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1299791.500000 Penalty: 4588.544922
	Iteration 21Q: 3 clusters Score -1299792 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1299810.750000 Penalty: 4588.544922
	Iteration 22Q: 3 clusters Score -1299811 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1299818.625000 Penalty: 4588.544922
	Iteration 23Q: 3 clusters Score -1299819 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1299831.000000 Penalty: 4588.544922
	Iteration 24Q: 3 clusters Score -1299831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1299834.000000 Penalty: 4588.544922
	Iteration 25Q: 3 clusters Score -1299834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1299841.625000 Penalty: 4588.544922
	Iteration 26Q: 3 clusters Score -1299842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1299849.375000 Penalty: 4588.544922
	Iteration 27Q: 3 clusters Score -1299849 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1299850.250000 Penalty: 4588.544922
	Iteration 28Q: 3 clusters Score -1299850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1299855.625000 Penalty: 4588.544922
	Iteration 29Q: 3 clusters Score -1299856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1299863.875000 Penalty: 4588.544922
	Iteration 30Q: 3 clusters Score -1299864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1299869.125000 Penalty: 4588.544922
	Iteration 31Q: 3 clusters Score -1299869 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1299875.500000 Penalty: 4588.544922
	Iteration 32Q: 3 clusters Score -1299876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1299879.750000 Penalty: 4588.544922
	Iteration 33Q: 3 clusters Score -1299880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1299886.375000 Penalty: 4588.544922
	Iteration 34Q: 3 clusters Score -1299886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1299888.125000 Penalty: 4588.544922
	Iteration 35Q: 3 clusters Score -1299888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1299892.500000 Penalty: 4588.544922
	Iteration 36Q: 3 clusters Score -1299892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1299891.875000 Penalty: 4588.544922
	Iteration 37Q: 3 clusters Score -1299892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1299893.000000 Penalty: 4588.544922
	Iteration 38Q: 3 clusters Score -1299893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1299892.125000 Penalty: 4588.544922
	Iteration 39Q: 3 clusters Score -1299892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1299894.625000 Penalty: 4588.544922
	Iteration 40F: 3 clusters Score -1299895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1299897.875000 Penalty: 4588.544922
	Iteration 41Q: 3 clusters Score -1299898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1299899.375000 Penalty: 4588.544922
	Iteration 42Q: 3 clusters Score -1299899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1299898.625000 Penalty: 4588.544922
	Iteration 43Q: 3 clusters Score -1299899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1299897.875000 Penalty: 4588.544922
	Iteration 44Q: 3 clusters Score -1299898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1299902.875000 Penalty: 4588.544922
	Iteration 45Q: 3 clusters Score -1299903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1299903.250000 Penalty: 4588.544922
	Iteration 46Q: 3 clusters Score -1299903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1299903.875000 Penalty: 4588.544922
	Iteration 47Q: 3 clusters Score -1299904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1299908.375000 Penalty: 4588.544922
	Iteration 48Q: 3 clusters Score -1299908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1299907.250000 Penalty: 4588.544922
	Iteration 49Q: 3 clusters Score -1299907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1299909.875000 Penalty: 4588.544922
	Iteration 50Q: 3 clusters Score -1299910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1299912.500000 Penalty: 4588.544922
	Iteration 51Q: 3 clusters Score -1299912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1299910.375000 Penalty: 4588.544922
	Iteration 52Q: 3 clusters Score -1299910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1299911.125000 Penalty: 4588.544922
	Iteration 53Q: 3 clusters Score -1299911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1299910.250000 Penalty: 4588.544922
	Iteration 54Q: 3 clusters Score -1299910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1299910.250000 Penalty: 4588.544922
	Iteration 55F: 3 clusters Score -1299910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Entering Unmasked Estep 
Score: -607034.625000 Penalty: 2096.707764
	Iteration 0F: 2 clusters Score -607034.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -602672.187500 Penalty: 4193.415527
	Iteration 0F: 3 clusters Score -602672.2 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -603685.375000 Penalty: 4193.415527
	Iteration 1F: 3 clusters Score -603685.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -603908.187500 Penalty: 4193.415527
	Iteration 2F: 3 clusters Score -603908.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -604037.500000 Penalty: 4193.415527
	Iteration 3Q: 3 clusters Score -604037.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -604140.625000 Penalty: 4193.415527
	Iteration 4Q: 3 clusters Score -604140.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -604217.125000 Penalty: 4193.415527
	Iteration 5Q: 3 clusters Score -604217.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -604263.875000 Penalty: 4193.415527
	Iteration 6Q: 3 clusters Score -604263.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -604298.000000 Penalty: 4193.415527
	Iteration 7Q: 3 clusters Score -604298 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -604331.750000 Penalty: 4193.415527
	Iteration 8Q: 3 clusters Score -604331.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -604356.625000 Penalty: 4193.415527
	Iteration 9Q: 3 clusters Score -604356.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -604383.562500 Penalty: 4193.415527
	Iteration 10Q: 3 clusters Score -604383.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -604413.625000 Penalty: 4193.415527
	Iteration 11Q: 3 clusters Score -604413.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -604444.500000 Penalty: 4193.415527
	Iteration 12Q: 3 clusters Score -604444.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -604468.625000 Penalty: 4193.415527
	Iteration 13Q: 3 clusters Score -604468.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -604503.062500 Penalty: 4193.415527
	Iteration 14Q: 3 clusters Score -604503.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -604543.125000 Penalty: 4193.415527
	Iteration 15Q: 3 clusters Score -604543.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -604594.750000 Penalty: 4193.415527
	Iteration 16Q: 3 clusters Score -604594.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -604654.187500 Penalty: 4193.415527
	Iteration 17Q: 3 clusters Score -604654.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -604714.812500 Penalty: 4193.415527
	Iteration 18Q: 3 clusters Score -604714.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -604769.875000 Penalty: 4193.415527
	Iteration 19Q: 3 clusters Score -604769.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -604816.562500 Penalty: 4193.415527
	Iteration 20F: 3 clusters Score -604816.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -604849.812500 Penalty: 4193.415527
	Iteration 21Q: 3 clusters Score -604849.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -604880.312500 Penalty: 4193.415527
	Iteration 22Q: 3 clusters Score -604880.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -604922.437500 Penalty: 4193.415527
	Iteration 23Q: 3 clusters Score -604922.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -604960.437500 Penalty: 4193.415527
	Iteration 24Q: 3 clusters Score -604960.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -604996.437500 Penalty: 4193.415527
	Iteration 25Q: 3 clusters Score -604996.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -605035.500000 Penalty: 4193.415527
	Iteration 26Q: 3 clusters Score -605035.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -605062.500000 Penalty: 4193.415527
	Iteration 27Q: 3 clusters Score -605062.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -605085.437500 Penalty: 4193.415527
	Iteration 28Q: 3 clusters Score -605085.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -605104.125000 Penalty: 4193.415527
	Iteration 29Q: 3 clusters Score -605104.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -605114.687500 Penalty: 4193.415527
	Iteration 30Q: 3 clusters Score -605114.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -605129.000000 Penalty: 4193.415527
	Iteration 31Q: 3 clusters Score -605129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -605141.562500 Penalty: 4193.415527
	Iteration 32Q: 3 clusters Score -605141.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -605155.875000 Penalty: 4193.415527
	Iteration 33Q: 3 clusters Score -605155.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -605170.625000 Penalty: 4193.415527
	Iteration 34Q: 3 clusters Score -605170.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -605181.437500 Penalty: 4193.415527
	Iteration 35Q: 3 clusters Score -605181.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -605194.062500 Penalty: 4193.415527
	Iteration 36Q: 3 clusters Score -605194.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -605206.375000 Penalty: 4193.415527
	Iteration 37Q: 3 clusters Score -605206.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -605217.562500 Penalty: 4193.415527
	Iteration 38Q: 3 clusters Score -605217.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -605228.937500 Penalty: 4193.415527
	Iteration 39Q: 3 clusters Score -605228.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -605240.562500 Penalty: 4193.415527
	Iteration 40F: 3 clusters Score -605240.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -605248.000000 Penalty: 4193.415527
	Iteration 41Q: 3 clusters Score -605248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -605253.500000 Penalty: 4193.415527
	Iteration 42Q: 3 clusters Score -605253.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -605258.562500 Penalty: 4193.415527
	Iteration 43Q: 3 clusters Score -605258.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -605262.000000 Penalty: 4193.415527
	Iteration 44Q: 3 clusters Score -605262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -605266.312500 Penalty: 4193.415527
	Iteration 45Q: 3 clusters Score -605266.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -605270.875000 Penalty: 4193.415527
	Iteration 46Q: 3 clusters Score -605270.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -605274.812500 Penalty: 4193.415527
	Iteration 47Q: 3 clusters Score -605274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -605277.625000 Penalty: 4193.415527
	Iteration 48Q: 3 clusters Score -605277.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -605279.437500 Penalty: 4193.415527
	Iteration 49Q: 3 clusters Score -605279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -605279.937500 Penalty: 4193.415527
	Iteration 50Q: 3 clusters Score -605279.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -605281.125000 Penalty: 4193.415527
	Iteration 51Q: 3 clusters Score -605281.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -605282.250000 Penalty: 4193.415527
	Iteration 52Q: 3 clusters Score -605282.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -605282.250000 Penalty: 4193.415527
	Iteration 53F: 3 clusters Score -605282.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -44266.296875 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -44266.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43072.761719 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -43072.76 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43347.652344 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -43347.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43447.140625 Penalty: 2988.829590
	Iteration 2F: 3 clusters Score -43447.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43485.265625 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -43485.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43500.734375 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -43500.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43507.921875 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -43507.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43510.093750 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -43510.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43511.363281 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -43511.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43511.363281 Penalty: 2988.829590
	Iteration 8F: 3 clusters Score -43511.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Entering Unmasked Estep 
Score: -1779548.250000 Penalty: 2370.725098
	Iteration 0F: 2 clusters Score -1779548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1769255.125000 Penalty: 4741.450195
	Iteration 0F: 3 clusters Score -1769255 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1772692.125000 Penalty: 4741.450195
	Iteration 1F: 3 clusters Score -1772692 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1773410.750000 Penalty: 4741.450195
	Iteration 2F: 3 clusters Score -1773411 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1774158.375000 Penalty: 4741.450195
	Iteration 3F: 3 clusters Score -1774158 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1775041.250000 Penalty: 4741.450195
	Iteration 4F: 3 clusters Score -1775041 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1775897.750000 Penalty: 4741.450195
	Iteration 5F: 3 clusters Score -1775898 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1776560.875000 Penalty: 4741.450195
	Iteration 6F: 3 clusters Score -1776561 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1776995.375000 Penalty: 4741.450195
	Iteration 7F: 3 clusters Score -1776995 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1777303.875000 Penalty: 4741.450195
	Iteration 8Q: 3 clusters Score -1777304 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1777562.500000 Penalty: 4741.450195
	Iteration 9Q: 3 clusters Score -1777562 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1777749.750000 Penalty: 4741.450195
	Iteration 10Q: 3 clusters Score -1777750 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1777863.375000 Penalty: 4741.450195
	Iteration 11Q: 3 clusters Score -1777863 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1777939.625000 Penalty: 4741.450195
	Iteration 12Q: 3 clusters Score -1777940 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1777978.250000 Penalty: 4741.450195
	Iteration 13Q: 3 clusters Score -1777978 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1777999.000000 Penalty: 4741.450195
	Iteration 14Q: 3 clusters Score -1777999 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1778006.250000 Penalty: 4741.450195
	Iteration 15Q: 3 clusters Score -1778006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1778018.625000 Penalty: 4741.450195
	Iteration 16Q: 3 clusters Score -1778019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1778022.875000 Penalty: 4741.450195
	Iteration 17Q: 3 clusters Score -1778023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1778024.500000 Penalty: 4741.450195
	Iteration 18Q: 3 clusters Score -1778024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1778030.250000 Penalty: 4741.450195
	Iteration 19Q: 3 clusters Score -1778030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1778030.000000 Penalty: 4741.450195
	Iteration 20F: 3 clusters Score -1778030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1778034.625000 Penalty: 4741.450195
	Iteration 21Q: 3 clusters Score -1778035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1778037.750000 Penalty: 4741.450195
	Iteration 22Q: 3 clusters Score -1778038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1778036.625000 Penalty: 4741.450195
	Iteration 23Q: 3 clusters Score -1778037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1778031.125000 Penalty: 4741.450195
	Iteration 24Q: 3 clusters Score -1778031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1778033.000000 Penalty: 4741.450195
	Iteration 25Q: 3 clusters Score -1778033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1778035.000000 Penalty: 4741.450195
	Iteration 26Q: 3 clusters Score -1778035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1778035.500000 Penalty: 4741.450195
	Iteration 27Q: 3 clusters Score -1778036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1778036.750000 Penalty: 4741.450195
	Iteration 28Q: 3 clusters Score -1778037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1778034.875000 Penalty: 4741.450195
	Iteration 29Q: 3 clusters Score -1778035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1778033.000000 Penalty: 4741.450195
	Iteration 30Q: 3 clusters Score -1778033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1778035.000000 Penalty: 4741.450195
	Iteration 31Q: 3 clusters Score -1778035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1778035.750000 Penalty: 4741.450195
	Iteration 32Q: 3 clusters Score -1778036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1778035.750000 Penalty: 4741.450195
	Iteration 33F: 3 clusters Score -1778036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Entering Unmasked Estep 
Score: -865259.812500 Penalty: 2197.438965
	Iteration 0F: 2 clusters Score -865259.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -859443.812500 Penalty: 4394.877930
	Iteration 0F: 3 clusters Score -859443.8 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -861112.812500 Penalty: 4394.877930
	Iteration 1F: 3 clusters Score -861112.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -861434.625000 Penalty: 4394.877930
	Iteration 2F: 3 clusters Score -861434.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -861676.875000 Penalty: 4394.877930
	Iteration 3F: 3 clusters Score -861676.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -861886.125000 Penalty: 4394.877930
	Iteration 4Q: 3 clusters Score -861886.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -862075.375000 Penalty: 4394.877930
	Iteration 5Q: 3 clusters Score -862075.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -862232.562500 Penalty: 4394.877930
	Iteration 6Q: 3 clusters Score -862232.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -862372.375000 Penalty: 4394.877930
	Iteration 7Q: 3 clusters Score -862372.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -862540.750000 Penalty: 4394.877930
	Iteration 8Q: 3 clusters Score -862540.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -862724.562500 Penalty: 4394.877930
	Iteration 9Q: 3 clusters Score -862724.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -862903.500000 Penalty: 4394.877930
	Iteration 10Q: 3 clusters Score -862903.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -863107.250000 Penalty: 4394.877930
	Iteration 11Q: 3 clusters Score -863107.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -863315.437500 Penalty: 4394.877930
	Iteration 12Q: 3 clusters Score -863315.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -863536.750000 Penalty: 4394.877930
	Iteration 13Q: 3 clusters Score -863536.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -863759.937500 Penalty: 4394.877930
	Iteration 14Q: 3 clusters Score -863759.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -864034.500000 Penalty: 4394.877930
	Iteration 15Q: 3 clusters Score -864034.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -864266.437500 Penalty: 4394.877930
	Iteration 16Q: 3 clusters Score -864266.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -864399.562500 Penalty: 4394.877930
	Iteration 17Q: 3 clusters Score -864399.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -864489.562500 Penalty: 4394.877930
	Iteration 18Q: 3 clusters Score -864489.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -864535.125000 Penalty: 4394.877930
	Iteration 19Q: 3 clusters Score -864535.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -864571.750000 Penalty: 4394.877930
	Iteration 20F: 3 clusters Score -864571.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -864607.000000 Penalty: 4394.877930
	Iteration 21Q: 3 clusters Score -864607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -864638.562500 Penalty: 4394.877930
	Iteration 22Q: 3 clusters Score -864638.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -864655.625000 Penalty: 4394.877930
	Iteration 23Q: 3 clusters Score -864655.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -864667.875000 Penalty: 4394.877930
	Iteration 24Q: 3 clusters Score -864667.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -864680.125000 Penalty: 4394.877930
	Iteration 25Q: 3 clusters Score -864680.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -864692.812500 Penalty: 4394.877930
	Iteration 26Q: 3 clusters Score -864692.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -864704.250000 Penalty: 4394.877930
	Iteration 27Q: 3 clusters Score -864704.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -864713.812500 Penalty: 4394.877930
	Iteration 28Q: 3 clusters Score -864713.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -864726.750000 Penalty: 4394.877930
	Iteration 29Q: 3 clusters Score -864726.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -864742.125000 Penalty: 4394.877930
	Iteration 30Q: 3 clusters Score -864742.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -864753.000000 Penalty: 4394.877930
	Iteration 31Q: 3 clusters Score -864753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -864765.125000 Penalty: 4394.877930
	Iteration 32Q: 3 clusters Score -864765.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -864777.562500 Penalty: 4394.877930
	Iteration 33Q: 3 clusters Score -864777.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -864792.437500 Penalty: 4394.877930
	Iteration 34Q: 3 clusters Score -864792.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -864800.687500 Penalty: 4394.877930
	Iteration 35Q: 3 clusters Score -864800.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -864806.000000 Penalty: 4394.877930
	Iteration 36Q: 3 clusters Score -864806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -864810.062500 Penalty: 4394.877930
	Iteration 37Q: 3 clusters Score -864810.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -864814.812500 Penalty: 4394.877930
	Iteration 38Q: 3 clusters Score -864814.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -864816.500000 Penalty: 4394.877930
	Iteration 39Q: 3 clusters Score -864816.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -864818.500000 Penalty: 4394.877930
	Iteration 40F: 3 clusters Score -864818.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -864820.000000 Penalty: 4394.877930
	Iteration 41Q: 3 clusters Score -864820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -864820.000000 Penalty: 4394.877930
	Iteration 42F: 3 clusters Score -864820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Entering Unmasked Estep 
Score: -1226403.875000 Penalty: 2306.263672
	Iteration 0F: 2 clusters Score -1226404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1218220.375000 Penalty: 4612.527344
	Iteration 0F: 3 clusters Score -1218220 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1220936.125000 Penalty: 4612.527344
	Iteration 1F: 3 clusters Score -1220936 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1221534.750000 Penalty: 4612.527344
	Iteration 2F: 3 clusters Score -1221535 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1222226.000000 Penalty: 4612.527344
	Iteration 3F: 3 clusters Score -1222226 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1222965.250000 Penalty: 4612.527344
	Iteration 4F: 3 clusters Score -1222965 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1223617.625000 Penalty: 4612.527344
	Iteration 5F: 3 clusters Score -1223618 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1224064.250000 Penalty: 4612.527344
	Iteration 6F: 3 clusters Score -1224064 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1224398.750000 Penalty: 4612.527344
	Iteration 7Q: 3 clusters Score -1224399 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1224636.750000 Penalty: 4612.527344
	Iteration 8Q: 3 clusters Score -1224637 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1224795.000000 Penalty: 4612.527344
	Iteration 9Q: 3 clusters Score -1224795 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1224896.625000 Penalty: 4612.527344
	Iteration 10Q: 3 clusters Score -1224897 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1224962.625000 Penalty: 4612.527344
	Iteration 11Q: 3 clusters Score -1224963 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1225014.875000 Penalty: 4612.527344
	Iteration 12Q: 3 clusters Score -1225015 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1225056.375000 Penalty: 4612.527344
	Iteration 13Q: 3 clusters Score -1225056 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1225087.375000 Penalty: 4612.527344
	Iteration 14Q: 3 clusters Score -1225087 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1225115.000000 Penalty: 4612.527344
	Iteration 15Q: 3 clusters Score -1225115 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1225125.625000 Penalty: 4612.527344
	Iteration 16Q: 3 clusters Score -1225126 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1225135.375000 Penalty: 4612.527344
	Iteration 17Q: 3 clusters Score -1225135 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1225150.500000 Penalty: 4612.527344
	Iteration 18Q: 3 clusters Score -1225150 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1225163.250000 Penalty: 4612.527344
	Iteration 19Q: 3 clusters Score -1225163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1225169.375000 Penalty: 4612.527344
	Iteration 20F: 3 clusters Score -1225169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1225174.750000 Penalty: 4612.527344
	Iteration 21Q: 3 clusters Score -1225175 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1225183.875000 Penalty: 4612.527344
	Iteration 22Q: 3 clusters Score -1225184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1225190.500000 Penalty: 4612.527344
	Iteration 23Q: 3 clusters Score -1225190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1225198.000000 Penalty: 4612.527344
	Iteration 24Q: 3 clusters Score -1225198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1225202.500000 Penalty: 4612.527344
	Iteration 25Q: 3 clusters Score -1225202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1225210.000000 Penalty: 4612.527344
	Iteration 26Q: 3 clusters Score -1225210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1225213.125000 Penalty: 4612.527344
	Iteration 27Q: 3 clusters Score -1225213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1225217.500000 Penalty: 4612.527344
	Iteration 28Q: 3 clusters Score -1225218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1225218.125000 Penalty: 4612.527344
	Iteration 29Q: 3 clusters Score -1225218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1225219.500000 Penalty: 4612.527344
	Iteration 30Q: 3 clusters Score -1225220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1225223.250000 Penalty: 4612.527344
	Iteration 31Q: 3 clusters Score -1225223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1225224.625000 Penalty: 4612.527344
	Iteration 32Q: 3 clusters Score -1225225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1225223.125000 Penalty: 4612.527344
	Iteration 33Q: 3 clusters Score -1225223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1225227.500000 Penalty: 4612.527344
	Iteration 34Q: 3 clusters Score -1225228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1225228.375000 Penalty: 4612.527344
	Iteration 35Q: 3 clusters Score -1225228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1225228.875000 Penalty: 4612.527344
	Iteration 36Q: 3 clusters Score -1225229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1225232.750000 Penalty: 4612.527344
	Iteration 37Q: 3 clusters Score -1225233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1225234.000000 Penalty: 4612.527344
	Iteration 38Q: 3 clusters Score -1225234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1225233.625000 Penalty: 4612.527344
	Iteration 39Q: 3 clusters Score -1225234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1225233.000000 Penalty: 4612.527344
	Iteration 40F: 3 clusters Score -1225233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1225235.250000 Penalty: 4612.527344
	Iteration 41Q: 3 clusters Score -1225235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1225238.625000 Penalty: 4612.527344
	Iteration 42Q: 3 clusters Score -1225239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1225236.500000 Penalty: 4612.527344
	Iteration 43Q: 3 clusters Score -1225236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1225235.625000 Penalty: 4612.527344
	Iteration 44Q: 3 clusters Score -1225236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1225236.125000 Penalty: 4612.527344
	Iteration 45Q: 3 clusters Score -1225236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1225239.125000 Penalty: 4612.527344
	Iteration 46Q: 3 clusters Score -1225239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1225236.500000 Penalty: 4612.527344
	Iteration 47Q: 3 clusters Score -1225236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1225235.125000 Penalty: 4612.527344
	Iteration 48Q: 3 clusters Score -1225235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1225236.125000 Penalty: 4612.527344
	Iteration 49Q: 3 clusters Score -1225236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1225236.250000 Penalty: 4612.527344
	Iteration 50Q: 3 clusters Score -1225236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1225240.750000 Penalty: 4612.527344
	Iteration 51Q: 3 clusters Score -1225241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1225240.000000 Penalty: 4612.527344
	Iteration 52Q: 3 clusters Score -1225240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1225240.125000 Penalty: 4612.527344
	Iteration 53Q: 3 clusters Score -1225240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1225240.250000 Penalty: 4612.527344
	Iteration 54Q: 3 clusters Score -1225240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1225240.875000 Penalty: 4612.527344
	Iteration 55Q: 3 clusters Score -1225241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1225240.000000 Penalty: 4612.527344
	Iteration 56Q: 3 clusters Score -1225240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1225240.875000 Penalty: 4612.527344
	Iteration 57Q: 3 clusters Score -1225241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1225240.500000 Penalty: 4612.527344
	Iteration 58Q: 3 clusters Score -1225240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1225239.500000 Penalty: 4612.527344
	Iteration 59Q: 3 clusters Score -1225240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1225239.500000 Penalty: 4612.527344
	Iteration 60F: 3 clusters Score -1225240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Entering Unmasked Estep 
Score: -1916605.375000 Penalty: 2378.559570
	Iteration 0F: 2 clusters Score -1916605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1905965.500000 Penalty: 4757.119141
	Iteration 0F: 3 clusters Score -1905966 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1909233.125000 Penalty: 4757.119141
	Iteration 1F: 3 clusters Score -1909233 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1909631.375000 Penalty: 4757.119141
	Iteration 2F: 3 clusters Score -1909631 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1909964.000000 Penalty: 4757.119141
	Iteration 3F: 3 clusters Score -1909964 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1910268.625000 Penalty: 4757.119141
	Iteration 4Q: 3 clusters Score -1910269 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1910608.750000 Penalty: 4757.119141
	Iteration 5Q: 3 clusters Score -1910609 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1910982.625000 Penalty: 4757.119141
	Iteration 6Q: 3 clusters Score -1910983 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1911373.375000 Penalty: 4757.119141
	Iteration 7F: 3 clusters Score -1911373 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1911802.750000 Penalty: 4757.119141
	Iteration 8F: 3 clusters Score -1911803 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1912227.000000 Penalty: 4757.119141
	Iteration 9Q: 3 clusters Score -1912227 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1912574.250000 Penalty: 4757.119141
	Iteration 10Q: 3 clusters Score -1912574 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1912845.375000 Penalty: 4757.119141
	Iteration 11Q: 3 clusters Score -1912845 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1913071.875000 Penalty: 4757.119141
	Iteration 12Q: 3 clusters Score -1913072 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1913242.500000 Penalty: 4757.119141
	Iteration 13Q: 3 clusters Score -1913242 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1913389.750000 Penalty: 4757.119141
	Iteration 14Q: 3 clusters Score -1913390 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1913535.625000 Penalty: 4757.119141
	Iteration 15Q: 3 clusters Score -1913536 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1913674.000000 Penalty: 4757.119141
	Iteration 16Q: 3 clusters Score -1913674 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1913783.875000 Penalty: 4757.119141
	Iteration 17Q: 3 clusters Score -1913784 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1913882.625000 Penalty: 4757.119141
	Iteration 18Q: 3 clusters Score -1913883 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1913979.875000 Penalty: 4757.119141
	Iteration 19Q: 3 clusters Score -1913980 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1914068.750000 Penalty: 4757.119141
	Iteration 20F: 3 clusters Score -1914069 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1914127.750000 Penalty: 4757.119141
	Iteration 21Q: 3 clusters Score -1914128 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1914192.000000 Penalty: 4757.119141
	Iteration 22Q: 3 clusters Score -1914192 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1914238.000000 Penalty: 4757.119141
	Iteration 23Q: 3 clusters Score -1914238 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1914276.250000 Penalty: 4757.119141
	Iteration 24Q: 3 clusters Score -1914276 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1914327.500000 Penalty: 4757.119141
	Iteration 25Q: 3 clusters Score -1914328 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1914360.125000 Penalty: 4757.119141
	Iteration 26Q: 3 clusters Score -1914360 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1914393.000000 Penalty: 4757.119141
	Iteration 27Q: 3 clusters Score -1914393 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1914413.625000 Penalty: 4757.119141
	Iteration 28Q: 3 clusters Score -1914414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1914437.250000 Penalty: 4757.119141
	Iteration 29Q: 3 clusters Score -1914437 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1914467.625000 Penalty: 4757.119141
	Iteration 30Q: 3 clusters Score -1914468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1914493.125000 Penalty: 4757.119141
	Iteration 31Q: 3 clusters Score -1914493 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1914508.250000 Penalty: 4757.119141
	Iteration 32Q: 3 clusters Score -1914508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1914529.125000 Penalty: 4757.119141
	Iteration 33Q: 3 clusters Score -1914529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1914549.625000 Penalty: 4757.119141
	Iteration 34Q: 3 clusters Score -1914550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1914570.875000 Penalty: 4757.119141
	Iteration 35Q: 3 clusters Score -1914571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1914579.125000 Penalty: 4757.119141
	Iteration 36Q: 3 clusters Score -1914579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1914591.625000 Penalty: 4757.119141
	Iteration 37Q: 3 clusters Score -1914592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1914603.375000 Penalty: 4757.119141
	Iteration 38Q: 3 clusters Score -1914603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1914607.750000 Penalty: 4757.119141
	Iteration 39Q: 3 clusters Score -1914608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1914609.125000 Penalty: 4757.119141
	Iteration 40F: 3 clusters Score -1914609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1914613.625000 Penalty: 4757.119141
	Iteration 41Q: 3 clusters Score -1914614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1914615.000000 Penalty: 4757.119141
	Iteration 42Q: 3 clusters Score -1914615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1914616.250000 Penalty: 4757.119141
	Iteration 43Q: 3 clusters Score -1914616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1914616.750000 Penalty: 4757.119141
	Iteration 44Q: 3 clusters Score -1914617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1914619.500000 Penalty: 4757.119141
	Iteration 45Q: 3 clusters Score -1914620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1914619.500000 Penalty: 4757.119141
	Iteration 46F: 3 clusters Score -1914620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Entering Unmasked Estep 
Score: -356783.906250 Penalty: 1961.735474
	Iteration 0F: 2 clusters Score -356783.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -353655.843750 Penalty: 3923.470947
	Iteration 0F: 3 clusters Score -353655.8 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -354268.937500 Penalty: 3923.470947
	Iteration 1F: 3 clusters Score -354268.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -354428.343750 Penalty: 3923.470947
	Iteration 2F: 3 clusters Score -354428.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -354516.781250 Penalty: 3923.470947
	Iteration 3Q: 3 clusters Score -354516.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -354573.625000 Penalty: 3923.470947
	Iteration 4Q: 3 clusters Score -354573.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -354610.343750 Penalty: 3923.470947
	Iteration 5Q: 3 clusters Score -354610.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -354629.375000 Penalty: 3923.470947
	Iteration 6Q: 3 clusters Score -354629.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -354644.375000 Penalty: 3923.470947
	Iteration 7Q: 3 clusters Score -354644.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -354655.187500 Penalty: 3923.470947
	Iteration 8Q: 3 clusters Score -354655.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -354662.281250 Penalty: 3923.470947
	Iteration 9Q: 3 clusters Score -354662.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -354668.875000 Penalty: 3923.470947
	Iteration 10Q: 3 clusters Score -354668.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -354672.031250 Penalty: 3923.470947
	Iteration 11Q: 3 clusters Score -354672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -354675.375000 Penalty: 3923.470947
	Iteration 12Q: 3 clusters Score -354675.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -354676.406250 Penalty: 3923.470947
	Iteration 13Q: 3 clusters Score -354676.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -354677.625000 Penalty: 3923.470947
	Iteration 14Q: 3 clusters Score -354677.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -354680.031250 Penalty: 3923.470947
	Iteration 15Q: 3 clusters Score -354680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -354680.031250 Penalty: 3923.470947
	Iteration 16F: 3 clusters Score -354680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Entering Unmasked Estep 
Score: -213825.468750 Penalty: 1854.165161
	Iteration 0F: 2 clusters Score -213825.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -211388.593750 Penalty: 3708.330322
	Iteration 0F: 3 clusters Score -211388.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -211777.156250 Penalty: 3708.330322
	Iteration 1F: 3 clusters Score -211777.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -211875.703125 Penalty: 3708.330322
	Iteration 2F: 3 clusters Score -211875.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -211942.687500 Penalty: 3708.330322
	Iteration 3Q: 3 clusters Score -211942.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -211980.343750 Penalty: 3708.330322
	Iteration 4Q: 3 clusters Score -211980.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -212000.015625 Penalty: 3708.330322
	Iteration 5Q: 3 clusters Score -212000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -212018.593750 Penalty: 3708.330322
	Iteration 6Q: 3 clusters Score -212018.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -212036.843750 Penalty: 3708.330322
	Iteration 7Q: 3 clusters Score -212036.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -212048.859375 Penalty: 3708.330322
	Iteration 8Q: 3 clusters Score -212048.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -212055.109375 Penalty: 3708.330322
	Iteration 9Q: 3 clusters Score -212055.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -212061.656250 Penalty: 3708.330322
	Iteration 10Q: 3 clusters Score -212061.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -212067.109375 Penalty: 3708.330322
	Iteration 11Q: 3 clusters Score -212067.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -212075.109375 Penalty: 3708.330322
	Iteration 12Q: 3 clusters Score -212075.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -212081.156250 Penalty: 3708.330322
	Iteration 13Q: 3 clusters Score -212081.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -212088.484375 Penalty: 3708.330322
	Iteration 14Q: 3 clusters Score -212088.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -212097.046875 Penalty: 3708.330322
	Iteration 15Q: 3 clusters Score -212097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -212107.453125 Penalty: 3708.330322
	Iteration 16Q: 3 clusters Score -212107.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -212114.500000 Penalty: 3708.330322
	Iteration 17Q: 3 clusters Score -212114.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -212118.312500 Penalty: 3708.330322
	Iteration 18Q: 3 clusters Score -212118.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -212120.265625 Penalty: 3708.330322
	Iteration 19Q: 3 clusters Score -212120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -212120.937500 Penalty: 3708.330322
	Iteration 20F: 3 clusters Score -212120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -212121.187500 Penalty: 3708.330322
	Iteration 21Q: 3 clusters Score -212121.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -212121.187500 Penalty: 3708.330322
	Iteration 22F: 3 clusters Score -212121.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (16059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Entering Unmasked Estep 
Score: -1969783.125000 Penalty: 2401.638184
	Iteration 0F: 2 clusters Score -1969783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1958304.750000 Penalty: 4803.276367
	Iteration 0F: 3 clusters Score -1958305 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1962181.500000 Penalty: 4803.276367
	Iteration 1F: 3 clusters Score -1962182 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1962691.000000 Penalty: 4803.276367
	Iteration 2F: 3 clusters Score -1962691 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1963238.750000 Penalty: 4803.276367
	Iteration 3F: 3 clusters Score -1963239 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1963837.875000 Penalty: 4803.276367
	Iteration 4F: 3 clusters Score -1963838 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1964462.375000 Penalty: 4803.276367
	Iteration 5F: 3 clusters Score -1964462 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1965043.500000 Penalty: 4803.276367
	Iteration 6F: 3 clusters Score -1965044 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1965597.750000 Penalty: 4803.276367
	Iteration 7Q: 3 clusters Score -1965598 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1966089.000000 Penalty: 4803.276367
	Iteration 8Q: 3 clusters Score -1966089 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1966528.875000 Penalty: 4803.276367
	Iteration 9Q: 3 clusters Score -1966529 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1966842.250000 Penalty: 4803.276367
	Iteration 10Q: 3 clusters Score -1966842 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1967048.125000 Penalty: 4803.276367
	Iteration 11Q: 3 clusters Score -1967048 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1967191.250000 Penalty: 4803.276367
	Iteration 12Q: 3 clusters Score -1967191 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1967313.750000 Penalty: 4803.276367
	Iteration 13Q: 3 clusters Score -1967314 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1967391.000000 Penalty: 4803.276367
	Iteration 14Q: 3 clusters Score -1967391 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1967445.500000 Penalty: 4803.276367
	Iteration 15Q: 3 clusters Score -1967446 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1967491.375000 Penalty: 4803.276367
	Iteration 16Q: 3 clusters Score -1967491 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1967533.000000 Penalty: 4803.276367
	Iteration 17Q: 3 clusters Score -1967533 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1967566.375000 Penalty: 4803.276367
	Iteration 18Q: 3 clusters Score -1967566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1967584.750000 Penalty: 4803.276367
	Iteration 19Q: 3 clusters Score -1967585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1967604.000000 Penalty: 4803.276367
	Iteration 20F: 3 clusters Score -1967604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1967623.250000 Penalty: 4803.276367
	Iteration 21Q: 3 clusters Score -1967623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1967641.000000 Penalty: 4803.276367
	Iteration 22Q: 3 clusters Score -1967641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1967650.500000 Penalty: 4803.276367
	Iteration 23Q: 3 clusters Score -1967650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1967655.750000 Penalty: 4803.276367
	Iteration 24Q: 3 clusters Score -1967656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1967659.000000 Penalty: 4803.276367
	Iteration 25Q: 3 clusters Score -1967659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1967669.000000 Penalty: 4803.276367
	Iteration 26Q: 3 clusters Score -1967669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1967676.875000 Penalty: 4803.276367
	Iteration 27Q: 3 clusters Score -1967677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1967686.500000 Penalty: 4803.276367
	Iteration 28Q: 3 clusters Score -1967686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1967698.125000 Penalty: 4803.276367
	Iteration 29Q: 3 clusters Score -1967698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1967709.750000 Penalty: 4803.276367
	Iteration 30Q: 3 clusters Score -1967710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1967717.375000 Penalty: 4803.276367
	Iteration 31Q: 3 clusters Score -1967717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1967721.875000 Penalty: 4803.276367
	Iteration 32Q: 3 clusters Score -1967722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1967725.250000 Penalty: 4803.276367
	Iteration 33Q: 3 clusters Score -1967725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1967729.375000 Penalty: 4803.276367
	Iteration 34Q: 3 clusters Score -1967729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1967731.375000 Penalty: 4803.276367
	Iteration 35Q: 3 clusters Score -1967731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1967732.375000 Penalty: 4803.276367
	Iteration 36Q: 3 clusters Score -1967732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1967732.500000 Penalty: 4803.276367
	Iteration 37Q: 3 clusters Score -1967732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1967735.875000 Penalty: 4803.276367
	Iteration 38Q: 3 clusters Score -1967736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1967740.125000 Penalty: 4803.276367
	Iteration 39Q: 3 clusters Score -1967740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1967741.250000 Penalty: 4803.276367
	Iteration 40F: 3 clusters Score -1967741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1967746.500000 Penalty: 4803.276367
	Iteration 41Q: 3 clusters Score -1967746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1967748.000000 Penalty: 4803.276367
	Iteration 42Q: 3 clusters Score -1967748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1967748.000000 Penalty: 4803.276367
	Iteration 43Q: 3 clusters Score -1967748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1967748.250000 Penalty: 4803.276367
	Iteration 44Q: 3 clusters Score -1967748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1967750.875000 Penalty: 4803.276367
	Iteration 45Q: 3 clusters Score -1967751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1967752.500000 Penalty: 4803.276367
	Iteration 46Q: 3 clusters Score -1967752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1967750.875000 Penalty: 4803.276367
	Iteration 47Q: 3 clusters Score -1967751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1967750.875000 Penalty: 4803.276367
	Iteration 48F: 3 clusters Score -1967751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Entering Unmasked Estep 
Score: -1622706.750000 Penalty: 2345.946777
	Iteration 0F: 2 clusters Score -1622707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1613251.250000 Penalty: 4691.893555
	Iteration 0F: 3 clusters Score -1613251 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1616255.375000 Penalty: 4691.893555
	Iteration 1F: 3 clusters Score -1616255 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1616728.875000 Penalty: 4691.893555
	Iteration 2F: 3 clusters Score -1616729 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1617250.875000 Penalty: 4691.893555
	Iteration 3F: 3 clusters Score -1617251 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1617849.250000 Penalty: 4691.893555
	Iteration 4F: 3 clusters Score -1617849 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1618474.250000 Penalty: 4691.893555
	Iteration 5F: 3 clusters Score -1618474 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1618977.250000 Penalty: 4691.893555
	Iteration 6F: 3 clusters Score -1618977 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1619347.625000 Penalty: 4691.893555
	Iteration 7Q: 3 clusters Score -1619348 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1619628.000000 Penalty: 4691.893555
	Iteration 8Q: 3 clusters Score -1619628 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1619811.125000 Penalty: 4691.893555
	Iteration 9Q: 3 clusters Score -1619811 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1619932.875000 Penalty: 4691.893555
	Iteration 10Q: 3 clusters Score -1619933 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1620020.125000 Penalty: 4691.893555
	Iteration 11Q: 3 clusters Score -1620020 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1620081.000000 Penalty: 4691.893555
	Iteration 12Q: 3 clusters Score -1620081 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1620145.625000 Penalty: 4691.893555
	Iteration 13Q: 3 clusters Score -1620146 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1620195.500000 Penalty: 4691.893555
	Iteration 14Q: 3 clusters Score -1620196 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1620258.000000 Penalty: 4691.893555
	Iteration 15Q: 3 clusters Score -1620258 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1620317.625000 Penalty: 4691.893555
	Iteration 16Q: 3 clusters Score -1620318 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1620371.125000 Penalty: 4691.893555
	Iteration 17Q: 3 clusters Score -1620371 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1620413.125000 Penalty: 4691.893555
	Iteration 18Q: 3 clusters Score -1620413 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1620440.875000 Penalty: 4691.893555
	Iteration 19Q: 3 clusters Score -1620441 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1620473.125000 Penalty: 4691.893555
	Iteration 20F: 3 clusters Score -1620473 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1620501.500000 Penalty: 4691.893555
	Iteration 21Q: 3 clusters Score -1620502 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1620508.500000 Penalty: 4691.893555
	Iteration 22Q: 3 clusters Score -1620508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1620521.375000 Penalty: 4691.893555
	Iteration 23Q: 3 clusters Score -1620521 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1620533.250000 Penalty: 4691.893555
	Iteration 24Q: 3 clusters Score -1620533 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1620543.000000 Penalty: 4691.893555
	Iteration 25Q: 3 clusters Score -1620543 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1620554.125000 Penalty: 4691.893555
	Iteration 26Q: 3 clusters Score -1620554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1620560.500000 Penalty: 4691.893555
	Iteration 27Q: 3 clusters Score -1620560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1620566.250000 Penalty: 4691.893555
	Iteration 28Q: 3 clusters Score -1620566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1620573.750000 Penalty: 4691.893555
	Iteration 29Q: 3 clusters Score -1620574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1620584.250000 Penalty: 4691.893555
	Iteration 30Q: 3 clusters Score -1620584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1620595.750000 Penalty: 4691.893555
	Iteration 31Q: 3 clusters Score -1620596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1620602.375000 Penalty: 4691.893555
	Iteration 32Q: 3 clusters Score -1620602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1620599.500000 Penalty: 4691.893555
	Iteration 33Q: 3 clusters Score -1620600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1620606.875000 Penalty: 4691.893555
	Iteration 34Q: 3 clusters Score -1620607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1620607.000000 Penalty: 4691.893555
	Iteration 35Q: 3 clusters Score -1620607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1620606.125000 Penalty: 4691.893555
	Iteration 36Q: 3 clusters Score -1620606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1620610.500000 Penalty: 4691.893555
	Iteration 37Q: 3 clusters Score -1620610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1620613.375000 Penalty: 4691.893555
	Iteration 38Q: 3 clusters Score -1620613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1620617.875000 Penalty: 4691.893555
	Iteration 39Q: 3 clusters Score -1620618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1620616.500000 Penalty: 4691.893555
	Iteration 40F: 3 clusters Score -1620616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1620621.375000 Penalty: 4691.893555
	Iteration 41Q: 3 clusters Score -1620621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1620621.250000 Penalty: 4691.893555
	Iteration 42Q: 3 clusters Score -1620621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1620619.875000 Penalty: 4691.893555
	Iteration 43Q: 3 clusters Score -1620620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1620624.250000 Penalty: 4691.893555
	Iteration 44Q: 3 clusters Score -1620624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1620624.625000 Penalty: 4691.893555
	Iteration 45Q: 3 clusters Score -1620625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1620626.250000 Penalty: 4691.893555
	Iteration 46Q: 3 clusters Score -1620626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1620625.125000 Penalty: 4691.893555
	Iteration 47Q: 3 clusters Score -1620625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1620629.000000 Penalty: 4691.893555
	Iteration 48Q: 3 clusters Score -1620629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1620630.375000 Penalty: 4691.893555
	Iteration 49Q: 3 clusters Score -1620630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1620629.375000 Penalty: 4691.893555
	Iteration 50Q: 3 clusters Score -1620629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1620628.250000 Penalty: 4691.893555
	Iteration 51Q: 3 clusters Score -1620628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1620628.250000 Penalty: 4691.893555
	Iteration 52F: 3 clusters Score -1620628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Entering Unmasked Estep 
Score: -618432.187500 Penalty: 2130.291748
	Iteration 0F: 2 clusters Score -618432.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -613752.125000 Penalty: 4260.583496
	Iteration 0F: 3 clusters Score -613752.1 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -615102.250000 Penalty: 4260.583496
	Iteration 1F: 3 clusters Score -615102.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -615663.500000 Penalty: 4260.583496
	Iteration 2F: 3 clusters Score -615663.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -616229.500000 Penalty: 4260.583496
	Iteration 3F: 3 clusters Score -616229.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -616797.500000 Penalty: 4260.583496
	Iteration 4F: 3 clusters Score -616797.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -617232.687500 Penalty: 4260.583496
	Iteration 5F: 3 clusters Score -617232.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -617576.625000 Penalty: 4260.583496
	Iteration 6F: 3 clusters Score -617576.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -617832.250000 Penalty: 4260.583496
	Iteration 7Q: 3 clusters Score -617832.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -618059.937500 Penalty: 4260.583496
	Iteration 8Q: 3 clusters Score -618059.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -618248.625000 Penalty: 4260.583496
	Iteration 9Q: 3 clusters Score -618248.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -618424.937500 Penalty: 4260.583496
	Iteration 10Q: 3 clusters Score -618424.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -618611.562500 Penalty: 4260.583496
	Iteration 11Q: 3 clusters Score -618611.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -618731.062500 Penalty: 4260.583496
	Iteration 12Q: 3 clusters Score -618731.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -618799.937500 Penalty: 4260.583496
	Iteration 13Q: 3 clusters Score -618799.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -618849.125000 Penalty: 4260.583496
	Iteration 14Q: 3 clusters Score -618849.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -618873.437500 Penalty: 4260.583496
	Iteration 15Q: 3 clusters Score -618873.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -618887.125000 Penalty: 4260.583496
	Iteration 16Q: 3 clusters Score -618887.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -618899.312500 Penalty: 4260.583496
	Iteration 17Q: 3 clusters Score -618899.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -618903.062500 Penalty: 4260.583496
	Iteration 18Q: 3 clusters Score -618903.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -618904.875000 Penalty: 4260.583496
	Iteration 19Q: 3 clusters Score -618904.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -618911.062500 Penalty: 4260.583496
	Iteration 20F: 3 clusters Score -618911.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -618915.562500 Penalty: 4260.583496
	Iteration 21Q: 3 clusters Score -618915.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -618919.562500 Penalty: 4260.583496
	Iteration 22Q: 3 clusters Score -618919.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -618924.062500 Penalty: 4260.583496
	Iteration 23Q: 3 clusters Score -618924.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -618926.625000 Penalty: 4260.583496
	Iteration 24Q: 3 clusters Score -618926.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -618929.625000 Penalty: 4260.583496
	Iteration 25Q: 3 clusters Score -618929.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -618930.437500 Penalty: 4260.583496
	Iteration 26Q: 3 clusters Score -618930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -618932.625000 Penalty: 4260.583496
	Iteration 27Q: 3 clusters Score -618932.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -618934.062500 Penalty: 4260.583496
	Iteration 28Q: 3 clusters Score -618934.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -618934.062500 Penalty: 4260.583496
	Iteration 29F: 3 clusters Score -618934.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 41836 members 
Mstep: Class 3 contains 13063 members 
Mstep: Class 4 contains 171143 members 
Mstep: Class 5 contains 50814 members 
Mstep: Class 6 contains 154971 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 76841 members 
Mstep: Class 9 contains 179822 members 
Mstep: Class 10 contains 7950 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5079 members 
Mstep: Class 14 contains 8801 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 8749 members 
Mstep: Class 18 contains 10156 members 
Mstep: Class 19 contains 7109 members 
Mstep: Class 20 contains 4297 members 
Mstep: Class 21 contains 3424 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 12983 members 
Mstep: Class 24 contains 11898 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10416 members 
Mstep: Class 27 contains 4696 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14177 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 10932 members 
Mstep: Class 32 contains 14632 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 16059 members 
Mstep: Class 36 contains 12829 members 
Mstep: Class 37 contains 1545 members 
Mstep: Class 38 contains 27898 members 
Mstep: Class 39 contains 19092 members 
Mstep: Class 40 contains 48325 members 
Mstep: Class 41 contains 61054 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26929 members 
Mstep: Class 44 contains 5948 members 
Mstep: Class 45 contains 3832 members 
Entering Unmasked Estep 
Score: -150801568.000000 Penalty: 156338.828125
Splitting cluster 37 changes total score from -150802032.000000 to -150801568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (27898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Entering Unmasked Estep 
Score: -3582515.750000 Penalty: 2538.604980
	Iteration 0F: 2 clusters Score -3582516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3563307.000000 Penalty: 5077.209961
	Iteration 0F: 3 clusters Score -3563307 nChanged 12480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3570136.750000 Penalty: 5077.209961
	Iteration 1F: 3 clusters Score -3570137 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3570595.250000 Penalty: 5077.209961
	Iteration 2Q: 3 clusters Score -3570595 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -3571019.750000 Penalty: 5077.209961
	Iteration 3Q: 3 clusters Score -3571020 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -3571460.750000 Penalty: 5077.209961
	Iteration 4Q: 3 clusters Score -3571461 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -3572076.500000 Penalty: 5077.209961
	Iteration 5Q: 3 clusters Score -3572076 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3572951.500000 Penalty: 5077.209961
	Iteration 6F: 3 clusters Score -3572952 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -3574191.500000 Penalty: 5077.209961
	Iteration 7F: 3 clusters Score -3574192 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -3575808.500000 Penalty: 5077.209961
	Iteration 8F: 3 clusters Score -3575808 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -3577363.000000 Penalty: 5077.209961
	Iteration 9F: 3 clusters Score -3577363 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3578597.750000 Penalty: 5077.209961
	Iteration 10F: 3 clusters Score -3578598 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3579425.250000 Penalty: 5077.209961
	Iteration 11Q: 3 clusters Score -3579425 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3579937.750000 Penalty: 5077.209961
	Iteration 12Q: 3 clusters Score -3579938 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3580226.500000 Penalty: 5077.209961
	Iteration 13Q: 3 clusters Score -3580226 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3580391.000000 Penalty: 5077.209961
	Iteration 14Q: 3 clusters Score -3580391 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3580498.000000 Penalty: 5077.209961
	Iteration 15Q: 3 clusters Score -3580498 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3580582.750000 Penalty: 5077.209961
	Iteration 16Q: 3 clusters Score -3580583 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3580604.250000 Penalty: 5077.209961
	Iteration 17Q: 3 clusters Score -3580604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3580612.000000 Penalty: 5077.209961
	Iteration 18Q: 3 clusters Score -3580612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3580631.750000 Penalty: 5077.209961
	Iteration 19Q: 3 clusters Score -3580632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3580628.750000 Penalty: 5077.209961
	Iteration 20F: 3 clusters Score -3580629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3580630.000000 Penalty: 5077.209961
	Iteration 21Q: 3 clusters Score -3580630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3580633.500000 Penalty: 5077.209961
	Iteration 22Q: 3 clusters Score -3580634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3580635.000000 Penalty: 5077.209961
	Iteration 23Q: 3 clusters Score -3580635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3580638.250000 Penalty: 5077.209961
	Iteration 24Q: 3 clusters Score -3580638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3580637.750000 Penalty: 5077.209961
	Iteration 25Q: 3 clusters Score -3580638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3580643.500000 Penalty: 5077.209961
	Iteration 26Q: 3 clusters Score -3580644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3580643.250000 Penalty: 5077.209961
	Iteration 27Q: 3 clusters Score -3580643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3580643.000000 Penalty: 5077.209961
	Iteration 28Q: 3 clusters Score -3580643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3580647.500000 Penalty: 5077.209961
	Iteration 29Q: 3 clusters Score -3580648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3580648.500000 Penalty: 5077.209961
	Iteration 30Q: 3 clusters Score -3580648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3580648.000000 Penalty: 5077.209961
	Iteration 31Q: 3 clusters Score -3580648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3580651.000000 Penalty: 5077.209961
	Iteration 32Q: 3 clusters Score -3580651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3580651.000000 Penalty: 5077.209961
	Iteration 33F: 3 clusters Score -3580651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (19092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Entering Unmasked Estep 
Score: -2520370.750000 Penalty: 2444.542236
	Iteration 0F: 2 clusters Score -2520371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2506824.750000 Penalty: 4889.084473
	Iteration 0F: 3 clusters Score -2506825 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2511382.250000 Penalty: 4889.084473
	Iteration 1F: 3 clusters Score -2511382 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2511898.500000 Penalty: 4889.084473
	Iteration 2F: 3 clusters Score -2511898 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2512524.500000 Penalty: 4889.084473
	Iteration 3F: 3 clusters Score -2512524 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2513319.000000 Penalty: 4889.084473
	Iteration 4F: 3 clusters Score -2513319 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2514327.500000 Penalty: 4889.084473
	Iteration 5F: 3 clusters Score -2514328 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2515530.750000 Penalty: 4889.084473
	Iteration 6F: 3 clusters Score -2515531 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2516561.500000 Penalty: 4889.084473
	Iteration 7F: 3 clusters Score -2516562 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2517299.000000 Penalty: 4889.084473
	Iteration 8Q: 3 clusters Score -2517299 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2517757.000000 Penalty: 4889.084473
	Iteration 9Q: 3 clusters Score -2517757 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2518044.000000 Penalty: 4889.084473
	Iteration 10Q: 3 clusters Score -2518044 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2518206.750000 Penalty: 4889.084473
	Iteration 11Q: 3 clusters Score -2518207 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2518316.500000 Penalty: 4889.084473
	Iteration 12Q: 3 clusters Score -2518316 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2518379.750000 Penalty: 4889.084473
	Iteration 13Q: 3 clusters Score -2518380 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2518411.750000 Penalty: 4889.084473
	Iteration 14Q: 3 clusters Score -2518412 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2518446.000000 Penalty: 4889.084473
	Iteration 15Q: 3 clusters Score -2518446 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2518475.750000 Penalty: 4889.084473
	Iteration 16Q: 3 clusters Score -2518476 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2518487.250000 Penalty: 4889.084473
	Iteration 17Q: 3 clusters Score -2518487 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2518503.750000 Penalty: 4889.084473
	Iteration 18Q: 3 clusters Score -2518504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2518519.000000 Penalty: 4889.084473
	Iteration 19Q: 3 clusters Score -2518519 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2518535.000000 Penalty: 4889.084473
	Iteration 20F: 3 clusters Score -2518535 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2518546.750000 Penalty: 4889.084473
	Iteration 21Q: 3 clusters Score -2518547 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2518565.000000 Penalty: 4889.084473
	Iteration 22Q: 3 clusters Score -2518565 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2518568.750000 Penalty: 4889.084473
	Iteration 23Q: 3 clusters Score -2518569 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2518580.500000 Penalty: 4889.084473
	Iteration 24Q: 3 clusters Score -2518580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2518591.500000 Penalty: 4889.084473
	Iteration 25Q: 3 clusters Score -2518592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2518603.750000 Penalty: 4889.084473
	Iteration 26Q: 3 clusters Score -2518604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2518629.250000 Penalty: 4889.084473
	Iteration 27Q: 3 clusters Score -2518629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2518638.250000 Penalty: 4889.084473
	Iteration 28Q: 3 clusters Score -2518638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2518648.000000 Penalty: 4889.084473
	Iteration 29Q: 3 clusters Score -2518648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2518653.000000 Penalty: 4889.084473
	Iteration 30Q: 3 clusters Score -2518653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2518660.750000 Penalty: 4889.084473
	Iteration 31Q: 3 clusters Score -2518661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2518667.500000 Penalty: 4889.084473
	Iteration 32Q: 3 clusters Score -2518668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2518671.250000 Penalty: 4889.084473
	Iteration 33Q: 3 clusters Score -2518671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2518668.500000 Penalty: 4889.084473
	Iteration 34Q: 3 clusters Score -2518668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2518674.750000 Penalty: 4889.084473
	Iteration 35Q: 3 clusters Score -2518675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2518676.750000 Penalty: 4889.084473
	Iteration 36Q: 3 clusters Score -2518677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2518675.000000 Penalty: 4889.084473
	Iteration 37Q: 3 clusters Score -2518675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2518676.000000 Penalty: 4889.084473
	Iteration 38Q: 3 clusters Score -2518676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2518675.250000 Penalty: 4889.084473
	Iteration 39Q: 3 clusters Score -2518675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2518675.750000 Penalty: 4889.084473
	Iteration 40F: 3 clusters Score -2518676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2518677.250000 Penalty: 4889.084473
	Iteration 41Q: 3 clusters Score -2518677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2518675.000000 Penalty: 4889.084473
	Iteration 42Q: 3 clusters Score -2518675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2518675.000000 Penalty: 4889.084473
	Iteration 43F: 3 clusters Score -2518675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (48325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Entering Unmasked Estep 
Score: -6204120.000000 Penalty: 2674.854736
	Iteration 0F: 2 clusters Score -6204120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -6171649.500000 Penalty: 5349.709473
	Iteration 0F: 3 clusters Score -6171650 nChanged 22360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -6184109.000000 Penalty: 5349.709473
	Iteration 1F: 3 clusters Score -6184109 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -6184610.500000 Penalty: 5349.709473
	Iteration 2Q: 3 clusters Score -6184610 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -6185105.000000 Penalty: 5349.709473
	Iteration 3Q: 3 clusters Score -6185105 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -6185543.500000 Penalty: 5349.709473
	Iteration 4Q: 3 clusters Score -6185544 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -6185967.000000 Penalty: 5349.709473
	Iteration 5Q: 3 clusters Score -6185967 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -6186493.000000 Penalty: 5349.709473
	Iteration 6Q: 3 clusters Score -6186493 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -6187094.500000 Penalty: 5349.709473
	Iteration 7Q: 3 clusters Score -6187094 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -6187909.500000 Penalty: 5349.709473
	Iteration 8Q: 3 clusters Score -6187910 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -6189022.000000 Penalty: 5349.709473
	Iteration 9Q: 3 clusters Score -6189022 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -6190312.000000 Penalty: 5349.709473
	Iteration 10F: 3 clusters Score -6190312 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -6191963.500000 Penalty: 5349.709473
	Iteration 11F: 3 clusters Score -6191964 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -6193833.500000 Penalty: 5349.709473
	Iteration 12F: 3 clusters Score -6193834 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -6195685.000000 Penalty: 5349.709473
	Iteration 13Q: 3 clusters Score -6195685 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -6197218.000000 Penalty: 5349.709473
	Iteration 14Q: 3 clusters Score -6197218 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -6198391.500000 Penalty: 5349.709473
	Iteration 15Q: 3 clusters Score -6198392 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -6199218.500000 Penalty: 5349.709473
	Iteration 16Q: 3 clusters Score -6199218 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -6199734.000000 Penalty: 5349.709473
	Iteration 17Q: 3 clusters Score -6199734 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -6200132.500000 Penalty: 5349.709473
	Iteration 18Q: 3 clusters Score -6200132 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -6200447.000000 Penalty: 5349.709473
	Iteration 19Q: 3 clusters Score -6200447 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -6200721.000000 Penalty: 5349.709473
	Iteration 20F: 3 clusters Score -6200721 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -6200912.500000 Penalty: 5349.709473
	Iteration 21Q: 3 clusters Score -6200912 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -6201069.000000 Penalty: 5349.709473
	Iteration 22Q: 3 clusters Score -6201069 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -6201209.000000 Penalty: 5349.709473
	Iteration 23Q: 3 clusters Score -6201209 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -6201334.500000 Penalty: 5349.709473
	Iteration 24Q: 3 clusters Score -6201334 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -6201419.500000 Penalty: 5349.709473
	Iteration 25Q: 3 clusters Score -6201420 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -6201501.000000 Penalty: 5349.709473
	Iteration 26Q: 3 clusters Score -6201501 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -6201593.500000 Penalty: 5349.709473
	Iteration 27Q: 3 clusters Score -6201594 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -6201643.000000 Penalty: 5349.709473
	Iteration 28Q: 3 clusters Score -6201643 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -6201692.500000 Penalty: 5349.709473
	Iteration 29Q: 3 clusters Score -6201692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -6201716.500000 Penalty: 5349.709473
	Iteration 30Q: 3 clusters Score -6201716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -6201744.000000 Penalty: 5349.709473
	Iteration 31Q: 3 clusters Score -6201744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -6201759.500000 Penalty: 5349.709473
	Iteration 32Q: 3 clusters Score -6201760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -6201778.500000 Penalty: 5349.709473
	Iteration 33Q: 3 clusters Score -6201778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -6201792.500000 Penalty: 5349.709473
	Iteration 34Q: 3 clusters Score -6201792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -6201802.500000 Penalty: 5349.709473
	Iteration 35Q: 3 clusters Score -6201802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -6201819.500000 Penalty: 5349.709473
	Iteration 36Q: 3 clusters Score -6201820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -6201820.000000 Penalty: 5349.709473
	Iteration 37Q: 3 clusters Score -6201820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -6201826.500000 Penalty: 5349.709473
	Iteration 38Q: 3 clusters Score -6201826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -6201839.500000 Penalty: 5349.709473
	Iteration 39Q: 3 clusters Score -6201840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -6201843.000000 Penalty: 5349.709473
	Iteration 40F: 3 clusters Score -6201843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -6201850.500000 Penalty: 5349.709473
	Iteration 41Q: 3 clusters Score -6201850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -6201843.500000 Penalty: 5349.709473
	Iteration 42Q: 3 clusters Score -6201844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -6201849.500000 Penalty: 5349.709473
	Iteration 43Q: 3 clusters Score -6201850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -6201850.000000 Penalty: 5349.709473
	Iteration 44Q: 3 clusters Score -6201850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -6201860.000000 Penalty: 5349.709473
	Iteration 45Q: 3 clusters Score -6201860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -6201866.000000 Penalty: 5349.709473
	Iteration 46Q: 3 clusters Score -6201866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -6201864.500000 Penalty: 5349.709473
	Iteration 47Q: 3 clusters Score -6201864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -6201869.500000 Penalty: 5349.709473
	Iteration 48Q: 3 clusters Score -6201870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -6201870.000000 Penalty: 5349.709473
	Iteration 49Q: 3 clusters Score -6201870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -6201870.000000 Penalty: 5349.709473
	Iteration 50Q: 3 clusters Score -6201870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -6201871.500000 Penalty: 5349.709473
	Iteration 51Q: 3 clusters Score -6201872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -6201881.500000 Penalty: 5349.709473
	Iteration 52Q: 3 clusters Score -6201882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -6201879.000000 Penalty: 5349.709473
	Iteration 53Q: 3 clusters Score -6201879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -6201879.000000 Penalty: 5349.709473
	Iteration 54Q: 3 clusters Score -6201879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -6201877.000000 Penalty: 5349.709473
	Iteration 55Q: 3 clusters Score -6201877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -6201881.000000 Penalty: 5349.709473
	Iteration 56Q: 3 clusters Score -6201881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -6201881.500000 Penalty: 5349.709473
	Iteration 57Q: 3 clusters Score -6201882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -6201881.500000 Penalty: 5349.709473
	Iteration 58F: 3 clusters Score -6201882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (61054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Entering Unmasked Estep 
Score: -7390028.000000 Penalty: 2732.839600
	Iteration 0F: 2 clusters Score -7390028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -7348893.500000 Penalty: 5465.679199
	Iteration 0F: 3 clusters Score -7348894 nChanged 28536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -7365332.500000 Penalty: 5465.679199
	Iteration 1F: 3 clusters Score -7365332 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -7366265.000000 Penalty: 5465.679199
	Iteration 2Q: 3 clusters Score -7366265 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -7367323.500000 Penalty: 5465.679199
	Iteration 3Q: 3 clusters Score -7367324 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -7368530.500000 Penalty: 5465.679199
	Iteration 4Q: 3 clusters Score -7368530 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -7370144.500000 Penalty: 5465.679199
	Iteration 5Q: 3 clusters Score -7370144 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -7372057.500000 Penalty: 5465.679199
	Iteration 6F: 3 clusters Score -7372058 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -7374453.500000 Penalty: 5465.679199
	Iteration 7F: 3 clusters Score -7374454 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -7377316.000000 Penalty: 5465.679199
	Iteration 8F: 3 clusters Score -7377316 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -7380082.000000 Penalty: 5465.679199
	Iteration 9F: 3 clusters Score -7380082 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50490 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -7382470.500000 Penalty: 5465.679199
	Iteration 10Q: 3 clusters Score -7382470 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -7384242.500000 Penalty: 5465.679199
	Iteration 11Q: 3 clusters Score -7384242 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -7385473.000000 Penalty: 5465.679199
	Iteration 12Q: 3 clusters Score -7385473 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -7386344.000000 Penalty: 5465.679199
	Iteration 13Q: 3 clusters Score -7386344 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -7386835.500000 Penalty: 5465.679199
	Iteration 14Q: 3 clusters Score -7386836 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -7387170.000000 Penalty: 5465.679199
	Iteration 15Q: 3 clusters Score -7387170 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -7387396.000000 Penalty: 5465.679199
	Iteration 16Q: 3 clusters Score -7387396 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -7387562.500000 Penalty: 5465.679199
	Iteration 17Q: 3 clusters Score -7387562 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57810 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -7387663.500000 Penalty: 5465.679199
	Iteration 18Q: 3 clusters Score -7387664 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -7387737.500000 Penalty: 5465.679199
	Iteration 19Q: 3 clusters Score -7387738 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -7387805.000000 Penalty: 5465.679199
	Iteration 20F: 3 clusters Score -7387805 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -7387881.500000 Penalty: 5465.679199
	Iteration 21Q: 3 clusters Score -7387882 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -7387939.500000 Penalty: 5465.679199
	Iteration 22Q: 3 clusters Score -7387940 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7387980.500000 Penalty: 5465.679199
	Iteration 23Q: 3 clusters Score -7387980 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -7388018.500000 Penalty: 5465.679199
	Iteration 24Q: 3 clusters Score -7388018 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -7388076.000000 Penalty: 5465.679199
	Iteration 25Q: 3 clusters Score -7388076 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -7388110.000000 Penalty: 5465.679199
	Iteration 26Q: 3 clusters Score -7388110 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -7388120.500000 Penalty: 5465.679199
	Iteration 27Q: 3 clusters Score -7388120 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7388150.000000 Penalty: 5465.679199
	Iteration 28Q: 3 clusters Score -7388150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -7388154.500000 Penalty: 5465.679199
	Iteration 29Q: 3 clusters Score -7388154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7388171.500000 Penalty: 5465.679199
	Iteration 30Q: 3 clusters Score -7388172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7388184.000000 Penalty: 5465.679199
	Iteration 31Q: 3 clusters Score -7388184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7388183.500000 Penalty: 5465.679199
	Iteration 32Q: 3 clusters Score -7388184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -7388190.500000 Penalty: 5465.679199
	Iteration 33Q: 3 clusters Score -7388190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -7388202.500000 Penalty: 5465.679199
	Iteration 34Q: 3 clusters Score -7388202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -7388205.000000 Penalty: 5465.679199
	Iteration 35Q: 3 clusters Score -7388205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7388210.500000 Penalty: 5465.679199
	Iteration 36Q: 3 clusters Score -7388210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -7388219.000000 Penalty: 5465.679199
	Iteration 37Q: 3 clusters Score -7388219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7388218.000000 Penalty: 5465.679199
	Iteration 38Q: 3 clusters Score -7388218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59306 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -7388217.500000 Penalty: 5465.679199
	Iteration 39Q: 3 clusters Score -7388218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7388218.500000 Penalty: 5465.679199
	Iteration 40F: 3 clusters Score -7388218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -7388234.500000 Penalty: 5465.679199
	Iteration 41Q: 3 clusters Score -7388234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7388242.500000 Penalty: 5465.679199
	Iteration 42Q: 3 clusters Score -7388242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -7388249.500000 Penalty: 5465.679199
	Iteration 43Q: 3 clusters Score -7388250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -7388250.500000 Penalty: 5465.679199
	Iteration 44Q: 3 clusters Score -7388250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59410 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -7388245.000000 Penalty: 5465.679199
	Iteration 45Q: 3 clusters Score -7388245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -7388253.000000 Penalty: 5465.679199
	Iteration 46Q: 3 clusters Score -7388253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59429 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7388265.500000 Penalty: 5465.679199
	Iteration 47Q: 3 clusters Score -7388266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7388256.000000 Penalty: 5465.679199
	Iteration 48Q: 3 clusters Score -7388256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7388260.500000 Penalty: 5465.679199
	Iteration 49Q: 3 clusters Score -7388260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7388253.000000 Penalty: 5465.679199
	Iteration 50Q: 3 clusters Score -7388253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7388250.500000 Penalty: 5465.679199
	Iteration 51Q: 3 clusters Score -7388250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7388250.000000 Penalty: 5465.679199
	Iteration 52Q: 3 clusters Score -7388250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7388258.500000 Penalty: 5465.679199
	Iteration 53Q: 3 clusters Score -7388258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7388263.000000 Penalty: 5465.679199
	Iteration 54Q: 3 clusters Score -7388263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59468 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7388258.000000 Penalty: 5465.679199
	Iteration 55Q: 3 clusters Score -7388258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59468 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7388258.000000 Penalty: 5465.679199
	Iteration 56F: 3 clusters Score -7388258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -59619.261719 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -59619.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58068.410156 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -58068.41 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58314.667969 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -58314.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58493.890625 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -58493.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -58707.179688 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -58707.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -58792.468750 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -58792.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -58871.773438 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -58871.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -58994.992188 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -58994.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59079.906250 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -59079.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -59233.578125 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -59233.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -59494.863281 Penalty: 3126.099121
	Iteration 9F: 3 clusters Score -59494.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -59727.140625 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -59727.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -59829.535156 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -59829.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -59871.042969 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -59871.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -59895.761719 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -59895.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -59901.457031 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -59901.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -59901.457031 Penalty: 3126.099121
	Iteration 15F: 3 clusters Score -59901.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 41836 members 
Mstep: Class 3 contains 13063 members 
Mstep: Class 4 contains 171143 members 
Mstep: Class 5 contains 50814 members 
Mstep: Class 6 contains 154971 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 76841 members 
Mstep: Class 9 contains 179822 members 
Mstep: Class 10 contains 7950 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5079 members 
Mstep: Class 14 contains 8801 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 8749 members 
Mstep: Class 18 contains 10156 members 
Mstep: Class 19 contains 7109 members 
Mstep: Class 20 contains 4297 members 
Mstep: Class 21 contains 3424 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 12983 members 
Mstep: Class 24 contains 11898 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10416 members 
Mstep: Class 27 contains 4696 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14177 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 10932 members 
Mstep: Class 32 contains 14632 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 16059 members 
Mstep: Class 36 contains 12829 members 
Mstep: Class 37 contains 5377 members 
Mstep: Class 38 contains 27898 members 
Mstep: Class 39 contains 19092 members 
Mstep: Class 40 contains 48325 members 
Mstep: Class 41 contains 61054 members 
Mstep: Class 42 contains 117 members 
Mstep: Class 43 contains 26929 members 
Mstep: Class 44 contains 5948 members 
Mstep: Class 45 contains 429 members 
Entering Unmasked Estep 
Score: -150800656.000000 Penalty: 156338.828125
Splitting cluster 42 changes total score from -150802032.000000 to -150800656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (26929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Entering Unmasked Estep 
Score: -3413780.250000 Penalty: 2529.837891
	Iteration 0F: 2 clusters Score -3413780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -3395335.750000 Penalty: 5059.675781
	Iteration 0F: 3 clusters Score -3395336 nChanged 12034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -3401763.500000 Penalty: 5059.675781
	Iteration 1F: 3 clusters Score -3401764 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3402145.500000 Penalty: 5059.675781
	Iteration 2Q: 3 clusters Score -3402146 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -3402405.750000 Penalty: 5059.675781
	Iteration 3Q: 3 clusters Score -3402406 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3402620.500000 Penalty: 5059.675781
	Iteration 4Q: 3 clusters Score -3402620 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3402806.250000 Penalty: 5059.675781
	Iteration 5Q: 3 clusters Score -3402806 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3403031.500000 Penalty: 5059.675781
	Iteration 6Q: 3 clusters Score -3403032 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -3403289.000000 Penalty: 5059.675781
	Iteration 7Q: 3 clusters Score -3403289 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3403738.250000 Penalty: 5059.675781
	Iteration 8Q: 3 clusters Score -3403738 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -3404318.000000 Penalty: 5059.675781
	Iteration 9Q: 3 clusters Score -3404318 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3405125.500000 Penalty: 5059.675781
	Iteration 10F: 3 clusters Score -3405126 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -3406320.000000 Penalty: 5059.675781
	Iteration 11F: 3 clusters Score -3406320 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -3407720.500000 Penalty: 5059.675781
	Iteration 12F: 3 clusters Score -3407720 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -3409063.500000 Penalty: 5059.675781
	Iteration 13F: 3 clusters Score -3409064 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -3410176.750000 Penalty: 5059.675781
	Iteration 14Q: 3 clusters Score -3410177 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -3410869.750000 Penalty: 5059.675781
	Iteration 15Q: 3 clusters Score -3410870 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3411227.500000 Penalty: 5059.675781
	Iteration 16Q: 3 clusters Score -3411228 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -3411387.500000 Penalty: 5059.675781
	Iteration 17Q: 3 clusters Score -3411388 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -3411457.750000 Penalty: 5059.675781
	Iteration 18Q: 3 clusters Score -3411458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -3411507.000000 Penalty: 5059.675781
	Iteration 19Q: 3 clusters Score -3411507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -3411519.000000 Penalty: 5059.675781
	Iteration 20F: 3 clusters Score -3411519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -3411525.500000 Penalty: 5059.675781
	Iteration 21Q: 3 clusters Score -3411526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3411531.500000 Penalty: 5059.675781
	Iteration 22Q: 3 clusters Score -3411532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -3411531.250000 Penalty: 5059.675781
	Iteration 23Q: 3 clusters Score -3411531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -3411534.000000 Penalty: 5059.675781
	Iteration 24Q: 3 clusters Score -3411534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -3411540.250000 Penalty: 5059.675781
	Iteration 25Q: 3 clusters Score -3411540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3411540.750000 Penalty: 5059.675781
	Iteration 26Q: 3 clusters Score -3411541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3411543.250000 Penalty: 5059.675781
	Iteration 27Q: 3 clusters Score -3411543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -3411543.750000 Penalty: 5059.675781
	Iteration 28Q: 3 clusters Score -3411544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3411547.750000 Penalty: 5059.675781
	Iteration 29Q: 3 clusters Score -3411548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -3411548.750000 Penalty: 5059.675781
	Iteration 30Q: 3 clusters Score -3411549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -3411555.000000 Penalty: 5059.675781
	Iteration 31Q: 3 clusters Score -3411555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -3411555.000000 Penalty: 5059.675781
	Iteration 32F: 3 clusters Score -3411555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 41836 members 
Mstep: Class 3 contains 13063 members 
Mstep: Class 4 contains 171143 members 
Mstep: Class 5 contains 50814 members 
Mstep: Class 6 contains 154971 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 76841 members 
Mstep: Class 9 contains 179822 members 
Mstep: Class 10 contains 7950 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5079 members 
Mstep: Class 14 contains 8801 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 8749 members 
Mstep: Class 18 contains 10156 members 
Mstep: Class 19 contains 7109 members 
Mstep: Class 20 contains 4297 members 
Mstep: Class 21 contains 3424 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 12983 members 
Mstep: Class 24 contains 11898 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10416 members 
Mstep: Class 27 contains 4696 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14177 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 10932 members 
Mstep: Class 32 contains 14632 members 
Mstep: Class 33 contains 2725 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 16059 members 
Mstep: Class 36 contains 12829 members 
Mstep: Class 37 contains 5377 members 
Mstep: Class 38 contains 27898 members 
Mstep: Class 39 contains 19092 members 
Mstep: Class 40 contains 48325 members 
Mstep: Class 41 contains 61054 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150803408.000000 Penalty: 152864.640625
Iteration 159Q: 45 clusters Score -1.508034e+08 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 42141 members 
Mstep: Class 3 contains 13064 members 
Mstep: Class 4 contains 171127 members 
Mstep: Class 5 contains 50823 members 
Mstep: Class 6 contains 154677 members 
Mstep: Class 7 contains 100166 members 
Mstep: Class 8 contains 76854 members 
Mstep: Class 9 contains 180255 members 
Mstep: Class 10 contains 7950 members 
Mstep: Class 11 contains 15647 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5079 members 
Mstep: Class 14 contains 8804 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 17448 members 
Mstep: Class 17 contains 8771 members 
Mstep: Class 18 contains 10208 members 
Mstep: Class 19 contains 7093 members 
Mstep: Class 20 contains 4297 members 
Mstep: Class 21 contains 3316 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 12999 members 
Mstep: Class 24 contains 11891 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10400 members 
Mstep: Class 27 contains 4701 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14175 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 10919 members 
Mstep: Class 32 contains 14649 members 
Mstep: Class 33 contains 2723 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 16037 members 
Mstep: Class 36 contains 12828 members 
Mstep: Class 37 contains 5384 members 
Mstep: Class 38 contains 27898 members 
Mstep: Class 39 contains 19267 members 
Mstep: Class 40 contains 48341 members 
Mstep: Class 41 contains 61070 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26933 members 
Mstep: Class 44 contains 5223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150804272.000000 Penalty: 152864.640625
Iteration 160F: 45 clusters Score -1.508043e+08 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 42446 members 
Mstep: Class 3 contains 13067 members 
Mstep: Class 4 contains 170954 members 
Mstep: Class 5 contains 50777 members 
Mstep: Class 6 contains 154372 members 
Mstep: Class 7 contains 100166 members 
Mstep: Class 8 contains 76865 members 
Mstep: Class 9 contains 180315 members 
Mstep: Class 10 contains 7947 members 
Mstep: Class 11 contains 15577 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5078 members 
Mstep: Class 14 contains 8807 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 8809 members 
Mstep: Class 18 contains 10239 members 
Mstep: Class 19 contains 7082 members 
Mstep: Class 20 contains 4297 members 
Mstep: Class 21 contains 3182 members 
Mstep: Class 22 contains 8779 members 
Mstep: Class 23 contains 13005 members 
Mstep: Class 24 contains 11882 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10386 members 
Mstep: Class 27 contains 4704 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14174 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 10910 members 
Mstep: Class 32 contains 14630 members 
Mstep: Class 33 contains 2723 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 16028 members 
Mstep: Class 36 contains 12827 members 
Mstep: Class 37 contains 5397 members 
Mstep: Class 38 contains 27897 members 
Mstep: Class 39 contains 19410 members 
Mstep: Class 40 contains 48366 members 
Mstep: Class 41 contains 61073 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26965 members 
Mstep: Class 44 contains 5329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150804608.000000 Penalty: 152864.640625
Iteration 161Q: 45 clusters Score -1.508046e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 42728 members 
Mstep: Class 3 contains 13071 members 
Mstep: Class 4 contains 170821 members 
Mstep: Class 5 contains 50708 members 
Mstep: Class 6 contains 154089 members 
Mstep: Class 7 contains 100163 members 
Mstep: Class 8 contains 76869 members 
Mstep: Class 9 contains 180384 members 
Mstep: Class 10 contains 7944 members 
Mstep: Class 11 contains 15535 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5078 members 
Mstep: Class 14 contains 8808 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 8842 members 
Mstep: Class 18 contains 10283 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 4301 members 
Mstep: Class 21 contains 3081 members 
Mstep: Class 22 contains 8792 members 
Mstep: Class 23 contains 13011 members 
Mstep: Class 24 contains 11874 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10379 members 
Mstep: Class 27 contains 4708 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14173 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 10894 members 
Mstep: Class 32 contains 14620 members 
Mstep: Class 33 contains 2723 members 
Mstep: Class 34 contains 1770 members 
Mstep: Class 35 contains 16000 members 
Mstep: Class 36 contains 12826 members 
Mstep: Class 37 contains 5403 members 
Mstep: Class 38 contains 27889 members 
Mstep: Class 39 contains 19560 members 
Mstep: Class 40 contains 48364 members 
Mstep: Class 41 contains 61096 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 26986 members 
Mstep: Class 44 contains 5391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150805104.000000 Penalty: 152864.640625
Iteration 162Q: 45 clusters Score -1.508051e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 43000 members 
Mstep: Class 3 contains 13075 members 
Mstep: Class 4 contains 170721 members 
Mstep: Class 5 contains 50660 members 
Mstep: Class 6 contains 153814 members 
Mstep: Class 7 contains 100166 members 
Mstep: Class 8 contains 76881 members 
Mstep: Class 9 contains 180416 members 
Mstep: Class 10 contains 7946 members 
Mstep: Class 11 contains 15492 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5077 members 
Mstep: Class 14 contains 8809 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 17450 members 
Mstep: Class 17 contains 8870 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 7067 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 2995 members 
Mstep: Class 22 contains 8782 members 
Mstep: Class 23 contains 13014 members 
Mstep: Class 24 contains 11868 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10368 members 
Mstep: Class 27 contains 4711 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14168 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 10879 members 
Mstep: Class 32 contains 14609 members 
Mstep: Class 33 contains 2723 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15987 members 
Mstep: Class 36 contains 12826 members 
Mstep: Class 37 contains 5409 members 
Mstep: Class 38 contains 27867 members 
Mstep: Class 39 contains 19704 members 
Mstep: Class 40 contains 48366 members 
Mstep: Class 41 contains 61100 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27007 members 
Mstep: Class 44 contains 5468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150805024.000000 Penalty: 152864.640625
Iteration 163Q: 45 clusters Score -1.50805e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 43272 members 
Mstep: Class 3 contains 13076 members 
Mstep: Class 4 contains 170654 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 153512 members 
Mstep: Class 7 contains 100170 members 
Mstep: Class 8 contains 76894 members 
Mstep: Class 9 contains 180456 members 
Mstep: Class 10 contains 7946 members 
Mstep: Class 11 contains 15439 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5077 members 
Mstep: Class 14 contains 8809 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17448 members 
Mstep: Class 17 contains 8905 members 
Mstep: Class 18 contains 10360 members 
Mstep: Class 19 contains 7063 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 13015 members 
Mstep: Class 24 contains 11862 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10354 members 
Mstep: Class 27 contains 4717 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14167 members 
Mstep: Class 30 contains 7047 members 
Mstep: Class 31 contains 10870 members 
Mstep: Class 32 contains 14597 members 
Mstep: Class 33 contains 2723 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15980 members 
Mstep: Class 36 contains 12823 members 
Mstep: Class 37 contains 5413 members 
Mstep: Class 38 contains 27844 members 
Mstep: Class 39 contains 19854 members 
Mstep: Class 40 contains 48363 members 
Mstep: Class 41 contains 61096 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27016 members 
Mstep: Class 44 contains 5535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150805264.000000 Penalty: 152864.640625
Iteration 164Q: 45 clusters Score -1.508053e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 43554 members 
Mstep: Class 3 contains 13080 members 
Mstep: Class 4 contains 170612 members 
Mstep: Class 5 contains 50575 members 
Mstep: Class 6 contains 153212 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 76909 members 
Mstep: Class 9 contains 180457 members 
Mstep: Class 10 contains 7945 members 
Mstep: Class 11 contains 15392 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5078 members 
Mstep: Class 14 contains 8813 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17448 members 
Mstep: Class 17 contains 8921 members 
Mstep: Class 18 contains 10391 members 
Mstep: Class 19 contains 7060 members 
Mstep: Class 20 contains 4303 members 
Mstep: Class 21 contains 2865 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 13016 members 
Mstep: Class 24 contains 11857 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10343 members 
Mstep: Class 27 contains 4719 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14167 members 
Mstep: Class 30 contains 7051 members 
Mstep: Class 31 contains 10860 members 
Mstep: Class 32 contains 14587 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15965 members 
Mstep: Class 36 contains 12822 members 
Mstep: Class 37 contains 5426 members 
Mstep: Class 38 contains 27825 members 
Mstep: Class 39 contains 19987 members 
Mstep: Class 40 contains 48361 members 
Mstep: Class 41 contains 61091 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27026 members 
Mstep: Class 44 contains 5589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150805216.000000 Penalty: 152864.640625
Iteration 165Q: 45 clusters Score -1.508052e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 43795 members 
Mstep: Class 3 contains 13086 members 
Mstep: Class 4 contains 170569 members 
Mstep: Class 5 contains 50534 members 
Mstep: Class 6 contains 152943 members 
Mstep: Class 7 contains 100165 members 
Mstep: Class 8 contains 76916 members 
Mstep: Class 9 contains 180435 members 
Mstep: Class 10 contains 7941 members 
Mstep: Class 11 contains 15344 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5078 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17446 members 
Mstep: Class 17 contains 8947 members 
Mstep: Class 18 contains 10414 members 
Mstep: Class 19 contains 7057 members 
Mstep: Class 20 contains 4308 members 
Mstep: Class 21 contains 2820 members 
Mstep: Class 22 contains 8771 members 
Mstep: Class 23 contains 13015 members 
Mstep: Class 24 contains 11859 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10337 members 
Mstep: Class 27 contains 4719 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14165 members 
Mstep: Class 30 contains 7051 members 
Mstep: Class 31 contains 10853 members 
Mstep: Class 32 contains 14582 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15950 members 
Mstep: Class 36 contains 12817 members 
Mstep: Class 37 contains 5433 members 
Mstep: Class 38 contains 27805 members 
Mstep: Class 39 contains 20127 members 
Mstep: Class 40 contains 48365 members 
Mstep: Class 41 contains 61109 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27035 members 
Mstep: Class 44 contains 5640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150805120.000000 Penalty: 152864.640625
Iteration 166Q: 45 clusters Score -1.508051e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 44008 members 
Mstep: Class 3 contains 13089 members 
Mstep: Class 4 contains 170532 members 
Mstep: Class 5 contains 50510 members 
Mstep: Class 6 contains 152686 members 
Mstep: Class 7 contains 100165 members 
Mstep: Class 8 contains 76922 members 
Mstep: Class 9 contains 180434 members 
Mstep: Class 10 contains 7936 members 
Mstep: Class 11 contains 15300 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5078 members 
Mstep: Class 14 contains 8819 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17446 members 
Mstep: Class 17 contains 8956 members 
Mstep: Class 18 contains 10440 members 
Mstep: Class 19 contains 7058 members 
Mstep: Class 20 contains 4311 members 
Mstep: Class 21 contains 2788 members 
Mstep: Class 22 contains 8764 members 
Mstep: Class 23 contains 13015 members 
Mstep: Class 24 contains 11858 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10328 members 
Mstep: Class 27 contains 4720 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14163 members 
Mstep: Class 30 contains 7051 members 
Mstep: Class 31 contains 10848 members 
Mstep: Class 32 contains 14577 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15945 members 
Mstep: Class 36 contains 12815 members 
Mstep: Class 37 contains 5440 members 
Mstep: Class 38 contains 27799 members 
Mstep: Class 39 contains 20243 members 
Mstep: Class 40 contains 48370 members 
Mstep: Class 41 contains 61114 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27040 members 
Mstep: Class 44 contains 5676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150805200.000000 Penalty: 152864.640625
Iteration 167Q: 45 clusters Score -1.508052e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 44193 members 
Mstep: Class 3 contains 13094 members 
Mstep: Class 4 contains 170513 members 
Mstep: Class 5 contains 50488 members 
Mstep: Class 6 contains 152458 members 
Mstep: Class 7 contains 100165 members 
Mstep: Class 8 contains 76934 members 
Mstep: Class 9 contains 180401 members 
Mstep: Class 10 contains 7935 members 
Mstep: Class 11 contains 15257 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5078 members 
Mstep: Class 14 contains 8820 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17447 members 
Mstep: Class 17 contains 8966 members 
Mstep: Class 18 contains 10465 members 
Mstep: Class 19 contains 7059 members 
Mstep: Class 20 contains 4315 members 
Mstep: Class 21 contains 2760 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 13017 members 
Mstep: Class 24 contains 11857 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10323 members 
Mstep: Class 27 contains 4720 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14165 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 10839 members 
Mstep: Class 32 contains 14577 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15946 members 
Mstep: Class 36 contains 12814 members 
Mstep: Class 37 contains 5442 members 
Mstep: Class 38 contains 27785 members 
Mstep: Class 39 contains 20354 members 
Mstep: Class 40 contains 48378 members 
Mstep: Class 41 contains 61107 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27046 members 
Mstep: Class 44 contains 5718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150805184.000000 Penalty: 152864.640625
Iteration 168Q: 45 clusters Score -1.508052e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 44366 members 
Mstep: Class 3 contains 13099 members 
Mstep: Class 4 contains 170490 members 
Mstep: Class 5 contains 50468 members 
Mstep: Class 6 contains 152263 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 76943 members 
Mstep: Class 9 contains 180366 members 
Mstep: Class 10 contains 7935 members 
Mstep: Class 11 contains 15227 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5078 members 
Mstep: Class 14 contains 8820 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17447 members 
Mstep: Class 17 contains 8972 members 
Mstep: Class 18 contains 10480 members 
Mstep: Class 19 contains 7057 members 
Mstep: Class 20 contains 4318 members 
Mstep: Class 21 contains 2725 members 
Mstep: Class 22 contains 8760 members 
Mstep: Class 23 contains 13013 members 
Mstep: Class 24 contains 11856 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10317 members 
Mstep: Class 27 contains 4720 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14164 members 
Mstep: Class 30 contains 7047 members 
Mstep: Class 31 contains 10831 members 
Mstep: Class 32 contains 14575 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15946 members 
Mstep: Class 36 contains 12814 members 
Mstep: Class 37 contains 5451 members 
Mstep: Class 38 contains 27772 members 
Mstep: Class 39 contains 20466 members 
Mstep: Class 40 contains 48382 members 
Mstep: Class 41 contains 61108 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27049 members 
Mstep: Class 44 contains 5753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 3465.115234 but Gain 3474.203125
Score: -150805488.000000 Penalty: 149390.437500
Iteration 169Q: 44 clusters Score -1.508055e+08 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 44511 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 170715 members 
Mstep: Class 5 contains 50493 members 
Mstep: Class 6 contains 153898 members 
Mstep: Class 7 contains 100166 members 
Mstep: Class 8 contains 76948 members 
Mstep: Class 9 contains 180693 members 
Mstep: Class 10 contains 7937 members 
Mstep: Class 11 contains 15241 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5078 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17447 members 
Mstep: Class 17 contains 8980 members 
Mstep: Class 18 contains 10503 members 
Mstep: Class 19 contains 7056 members 
Mstep: Class 20 contains 4324 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 13028 members 
Mstep: Class 24 contains 11876 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10312 members 
Mstep: Class 27 contains 4720 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14165 members 
Mstep: Class 30 contains 7047 members 
Mstep: Class 31 contains 10816 members 
Mstep: Class 32 contains 14574 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 16056 members 
Mstep: Class 36 contains 12814 members 
Mstep: Class 37 contains 5457 members 
Mstep: Class 38 contains 27757 members 
Mstep: Class 39 contains 20564 members 
Mstep: Class 40 contains 48386 members 
Mstep: Class 41 contains 61126 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27052 members 
Mstep: Class 44 contains 5818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150808704.000000 Penalty: 149390.437500
Iteration 170Q: 44 clusters Score -1.508087e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 44690 members 
Mstep: Class 3 contains 13098 members 
Mstep: Class 4 contains 170470 members 
Mstep: Class 5 contains 50463 members 
Mstep: Class 6 contains 154129 members 
Mstep: Class 7 contains 100168 members 
Mstep: Class 8 contains 76949 members 
Mstep: Class 9 contains 180542 members 
Mstep: Class 10 contains 7938 members 
Mstep: Class 11 contains 15181 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5076 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17447 members 
Mstep: Class 17 contains 9000 members 
Mstep: Class 18 contains 10527 members 
Mstep: Class 19 contains 7055 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 22 contains 8760 members 
Mstep: Class 23 contains 13017 members 
Mstep: Class 24 contains 11854 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10313 members 
Mstep: Class 27 contains 4721 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14164 members 
Mstep: Class 30 contains 7046 members 
Mstep: Class 31 contains 10807 members 
Mstep: Class 32 contains 14568 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15989 members 
Mstep: Class 36 contains 12810 members 
Mstep: Class 37 contains 5460 members 
Mstep: Class 38 contains 27787 members 
Mstep: Class 39 contains 20679 members 
Mstep: Class 40 contains 48361 members 
Mstep: Class 41 contains 61108 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27066 members 
Mstep: Class 44 contains 5848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150808896.000000 Penalty: 149390.437500
Iteration 171Q: 44 clusters Score -1.508089e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 44835 members 
Mstep: Class 3 contains 13102 members 
Mstep: Class 4 contains 170237 members 
Mstep: Class 5 contains 50436 members 
Mstep: Class 6 contains 154276 members 
Mstep: Class 7 contains 100168 members 
Mstep: Class 8 contains 76971 members 
Mstep: Class 9 contains 180438 members 
Mstep: Class 10 contains 7940 members 
Mstep: Class 11 contains 15113 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5076 members 
Mstep: Class 14 contains 8823 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17444 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10560 members 
Mstep: Class 19 contains 7055 members 
Mstep: Class 20 contains 4342 members 
Mstep: Class 22 contains 8758 members 
Mstep: Class 23 contains 13014 members 
Mstep: Class 24 contains 11844 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10315 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14161 members 
Mstep: Class 30 contains 7046 members 
Mstep: Class 31 contains 10797 members 
Mstep: Class 32 contains 14568 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15931 members 
Mstep: Class 36 contains 12804 members 
Mstep: Class 37 contains 5468 members 
Mstep: Class 38 contains 27824 members 
Mstep: Class 39 contains 20778 members 
Mstep: Class 40 contains 48354 members 
Mstep: Class 41 contains 61095 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27073 members 
Mstep: Class 44 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150808944.000000 Penalty: 149390.437500
Iteration 172Q: 44 clusters Score -1.508089e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 44989 members 
Mstep: Class 3 contains 13106 members 
Mstep: Class 4 contains 170062 members 
Mstep: Class 5 contains 50404 members 
Mstep: Class 6 contains 154355 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 76993 members 
Mstep: Class 9 contains 180354 members 
Mstep: Class 10 contains 7942 members 
Mstep: Class 11 contains 15063 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5076 members 
Mstep: Class 14 contains 8829 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 9032 members 
Mstep: Class 18 contains 10590 members 
Mstep: Class 19 contains 7052 members 
Mstep: Class 20 contains 4346 members 
Mstep: Class 22 contains 8754 members 
Mstep: Class 23 contains 13018 members 
Mstep: Class 24 contains 11829 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10312 members 
Mstep: Class 27 contains 4725 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14156 members 
Mstep: Class 30 contains 7046 members 
Mstep: Class 31 contains 10791 members 
Mstep: Class 32 contains 14565 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15894 members 
Mstep: Class 36 contains 12801 members 
Mstep: Class 37 contains 5475 members 
Mstep: Class 38 contains 27854 members 
Mstep: Class 39 contains 20869 members 
Mstep: Class 40 contains 48347 members 
Mstep: Class 41 contains 61062 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27073 members 
Mstep: Class 44 contains 5881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150808976.000000 Penalty: 149390.437500
Iteration 173Q: 44 clusters Score -1.50809e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 45134 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 169926 members 
Mstep: Class 5 contains 50378 members 
Mstep: Class 6 contains 154388 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77006 members 
Mstep: Class 9 contains 180296 members 
Mstep: Class 10 contains 7942 members 
Mstep: Class 11 contains 15016 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5076 members 
Mstep: Class 14 contains 8832 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17446 members 
Mstep: Class 17 contains 9044 members 
Mstep: Class 18 contains 10619 members 
Mstep: Class 19 contains 7056 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 13022 members 
Mstep: Class 24 contains 11833 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10312 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14154 members 
Mstep: Class 30 contains 7046 members 
Mstep: Class 31 contains 10781 members 
Mstep: Class 32 contains 14564 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15850 members 
Mstep: Class 36 contains 12799 members 
Mstep: Class 37 contains 5480 members 
Mstep: Class 38 contains 27878 members 
Mstep: Class 39 contains 20967 members 
Mstep: Class 40 contains 48335 members 
Mstep: Class 41 contains 61019 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809216.000000 Penalty: 149390.437500
Iteration 174Q: 44 clusters Score -1.508092e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 45281 members 
Mstep: Class 3 contains 13112 members 
Mstep: Class 4 contains 169834 members 
Mstep: Class 5 contains 50356 members 
Mstep: Class 6 contains 154382 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77015 members 
Mstep: Class 9 contains 180225 members 
Mstep: Class 10 contains 7941 members 
Mstep: Class 11 contains 14987 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5075 members 
Mstep: Class 14 contains 8834 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 9053 members 
Mstep: Class 18 contains 10659 members 
Mstep: Class 19 contains 7058 members 
Mstep: Class 20 contains 4358 members 
Mstep: Class 22 contains 8753 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 11832 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10313 members 
Mstep: Class 27 contains 4725 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14152 members 
Mstep: Class 30 contains 7047 members 
Mstep: Class 31 contains 10769 members 
Mstep: Class 32 contains 14563 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15823 members 
Mstep: Class 36 contains 12798 members 
Mstep: Class 37 contains 5484 members 
Mstep: Class 38 contains 27889 members 
Mstep: Class 39 contains 21043 members 
Mstep: Class 40 contains 48337 members 
Mstep: Class 41 contains 60990 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27067 members 
Mstep: Class 44 contains 5882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150808992.000000 Penalty: 149390.437500
Iteration 175Q: 44 clusters Score -1.50809e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 45425 members 
Mstep: Class 3 contains 13113 members 
Mstep: Class 4 contains 169760 members 
Mstep: Class 5 contains 50353 members 
Mstep: Class 6 contains 154325 members 
Mstep: Class 7 contains 100166 members 
Mstep: Class 8 contains 77033 members 
Mstep: Class 9 contains 180193 members 
Mstep: Class 10 contains 7940 members 
Mstep: Class 11 contains 14962 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5075 members 
Mstep: Class 14 contains 8835 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17446 members 
Mstep: Class 17 contains 9059 members 
Mstep: Class 18 contains 10695 members 
Mstep: Class 19 contains 7057 members 
Mstep: Class 20 contains 4363 members 
Mstep: Class 22 contains 8752 members 
Mstep: Class 23 contains 13022 members 
Mstep: Class 24 contains 11824 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10308 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14150 members 
Mstep: Class 30 contains 7047 members 
Mstep: Class 31 contains 10766 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15792 members 
Mstep: Class 36 contains 12798 members 
Mstep: Class 37 contains 5487 members 
Mstep: Class 38 contains 27902 members 
Mstep: Class 39 contains 21111 members 
Mstep: Class 40 contains 48321 members 
Mstep: Class 41 contains 60957 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27067 members 
Mstep: Class 44 contains 5882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150808928.000000 Penalty: 149390.437500
Iteration 176Q: 44 clusters Score -1.508089e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 45550 members 
Mstep: Class 3 contains 13116 members 
Mstep: Class 4 contains 169707 members 
Mstep: Class 5 contains 50338 members 
Mstep: Class 6 contains 154271 members 
Mstep: Class 7 contains 100164 members 
Mstep: Class 8 contains 77048 members 
Mstep: Class 9 contains 180150 members 
Mstep: Class 10 contains 7938 members 
Mstep: Class 11 contains 14938 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5075 members 
Mstep: Class 14 contains 8834 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17448 members 
Mstep: Class 17 contains 9061 members 
Mstep: Class 18 contains 10736 members 
Mstep: Class 19 contains 7057 members 
Mstep: Class 20 contains 4368 members 
Mstep: Class 22 contains 8755 members 
Mstep: Class 23 contains 13019 members 
Mstep: Class 24 contains 11812 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10299 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 14152 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 10755 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15778 members 
Mstep: Class 36 contains 12796 members 
Mstep: Class 37 contains 5498 members 
Mstep: Class 38 contains 27915 members 
Mstep: Class 39 contains 21179 members 
Mstep: Class 40 contains 48301 members 
Mstep: Class 41 contains 60929 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27067 members 
Mstep: Class 44 contains 5883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809104.000000 Penalty: 149390.437500
Iteration 177Q: 44 clusters Score -1.508091e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 45644 members 
Mstep: Class 3 contains 13118 members 
Mstep: Class 4 contains 169666 members 
Mstep: Class 5 contains 50324 members 
Mstep: Class 6 contains 154199 members 
Mstep: Class 7 contains 100165 members 
Mstep: Class 8 contains 77059 members 
Mstep: Class 9 contains 180128 members 
Mstep: Class 10 contains 7936 members 
Mstep: Class 11 contains 14916 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5075 members 
Mstep: Class 14 contains 8835 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17446 members 
Mstep: Class 17 contains 9062 members 
Mstep: Class 18 contains 10764 members 
Mstep: Class 19 contains 7058 members 
Mstep: Class 20 contains 4372 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 13015 members 
Mstep: Class 24 contains 11807 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10301 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14153 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 10743 members 
Mstep: Class 32 contains 14563 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15763 members 
Mstep: Class 36 contains 12793 members 
Mstep: Class 37 contains 5510 members 
Mstep: Class 38 contains 27922 members 
Mstep: Class 39 contains 21237 members 
Mstep: Class 40 contains 48297 members 
Mstep: Class 41 contains 60920 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27064 members 
Mstep: Class 44 contains 5883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809088.000000 Penalty: 149390.437500
Iteration 178Q: 44 clusters Score -1.508091e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 45745 members 
Mstep: Class 3 contains 13118 members 
Mstep: Class 4 contains 169642 members 
Mstep: Class 5 contains 50316 members 
Mstep: Class 6 contains 154105 members 
Mstep: Class 7 contains 100165 members 
Mstep: Class 8 contains 77067 members 
Mstep: Class 9 contains 180109 members 
Mstep: Class 10 contains 7937 members 
Mstep: Class 11 contains 14901 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5074 members 
Mstep: Class 14 contains 8835 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17447 members 
Mstep: Class 17 contains 9066 members 
Mstep: Class 18 contains 10802 members 
Mstep: Class 19 contains 7061 members 
Mstep: Class 20 contains 4376 members 
Mstep: Class 22 contains 8758 members 
Mstep: Class 23 contains 13012 members 
Mstep: Class 24 contains 11805 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10301 members 
Mstep: Class 27 contains 4731 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14155 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 10719 members 
Mstep: Class 32 contains 14562 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15747 members 
Mstep: Class 36 contains 12792 members 
Mstep: Class 37 contains 5516 members 
Mstep: Class 38 contains 27921 members 
Mstep: Class 39 contains 21295 members 
Mstep: Class 40 contains 48291 members 
Mstep: Class 41 contains 60907 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27063 members 
Mstep: Class 44 contains 5883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809008.000000 Penalty: 149390.437500
Iteration 179Q: 44 clusters Score -1.50809e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 45824 members 
Mstep: Class 3 contains 13119 members 
Mstep: Class 4 contains 169616 members 
Mstep: Class 5 contains 50309 members 
Mstep: Class 6 contains 154014 members 
Mstep: Class 7 contains 100164 members 
Mstep: Class 8 contains 77070 members 
Mstep: Class 9 contains 180096 members 
Mstep: Class 10 contains 7935 members 
Mstep: Class 11 contains 14888 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5073 members 
Mstep: Class 14 contains 8832 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17447 members 
Mstep: Class 17 contains 9077 members 
Mstep: Class 18 contains 10843 members 
Mstep: Class 19 contains 7061 members 
Mstep: Class 20 contains 4381 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 13015 members 
Mstep: Class 24 contains 11808 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10300 members 
Mstep: Class 27 contains 4731 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14156 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 10703 members 
Mstep: Class 32 contains 14564 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15745 members 
Mstep: Class 36 contains 12790 members 
Mstep: Class 37 contains 5522 members 
Mstep: Class 38 contains 27930 members 
Mstep: Class 39 contains 21346 members 
Mstep: Class 40 contains 48273 members 
Mstep: Class 41 contains 60882 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27066 members 
Mstep: Class 44 contains 5884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150808976.000000 Penalty: 149390.437500
Iteration 180F: 44 clusters Score -1.50809e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 45904 members 
Mstep: Class 3 contains 13121 members 
Mstep: Class 4 contains 169583 members 
Mstep: Class 5 contains 50306 members 
Mstep: Class 6 contains 153905 members 
Mstep: Class 7 contains 100164 members 
Mstep: Class 8 contains 77075 members 
Mstep: Class 9 contains 180097 members 
Mstep: Class 10 contains 7932 members 
Mstep: Class 11 contains 14876 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5071 members 
Mstep: Class 14 contains 8833 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 9093 members 
Mstep: Class 18 contains 10882 members 
Mstep: Class 19 contains 7063 members 
Mstep: Class 20 contains 4385 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 13019 members 
Mstep: Class 24 contains 11806 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10300 members 
Mstep: Class 27 contains 4731 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14153 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 10688 members 
Mstep: Class 32 contains 14565 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15743 members 
Mstep: Class 36 contains 12790 members 
Mstep: Class 37 contains 5530 members 
Mstep: Class 38 contains 27919 members 
Mstep: Class 39 contains 21396 members 
Mstep: Class 40 contains 48271 members 
Mstep: Class 41 contains 60868 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27064 members 
Mstep: Class 44 contains 5893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809024.000000 Penalty: 149390.437500
Iteration 181Q: 44 clusters Score -1.50809e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 45981 members 
Mstep: Class 3 contains 13125 members 
Mstep: Class 4 contains 169565 members 
Mstep: Class 5 contains 50308 members 
Mstep: Class 6 contains 153802 members 
Mstep: Class 7 contains 100163 members 
Mstep: Class 8 contains 77073 members 
Mstep: Class 9 contains 180080 members 
Mstep: Class 10 contains 7934 members 
Mstep: Class 11 contains 14864 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5071 members 
Mstep: Class 14 contains 8835 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17446 members 
Mstep: Class 17 contains 9100 members 
Mstep: Class 18 contains 10909 members 
Mstep: Class 19 contains 7063 members 
Mstep: Class 20 contains 4392 members 
Mstep: Class 22 contains 8758 members 
Mstep: Class 23 contains 13022 members 
Mstep: Class 24 contains 11812 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10292 members 
Mstep: Class 27 contains 4732 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14149 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 10669 members 
Mstep: Class 32 contains 14566 members 
Mstep: Class 33 contains 2721 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15747 members 
Mstep: Class 36 contains 12790 members 
Mstep: Class 37 contains 5540 members 
Mstep: Class 38 contains 27914 members 
Mstep: Class 39 contains 21444 members 
Mstep: Class 40 contains 48264 members 
Mstep: Class 41 contains 60856 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27064 members 
Mstep: Class 44 contains 5898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150808880.000000 Penalty: 149390.437500
Iteration 182Q: 44 clusters Score -1.508089e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 46055 members 
Mstep: Class 3 contains 13126 members 
Mstep: Class 4 contains 169547 members 
Mstep: Class 5 contains 50307 members 
Mstep: Class 6 contains 153734 members 
Mstep: Class 7 contains 100164 members 
Mstep: Class 8 contains 77073 members 
Mstep: Class 9 contains 180067 members 
Mstep: Class 10 contains 7935 members 
Mstep: Class 11 contains 14852 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5069 members 
Mstep: Class 14 contains 8840 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 9103 members 
Mstep: Class 18 contains 10934 members 
Mstep: Class 19 contains 7071 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 22 contains 8758 members 
Mstep: Class 23 contains 13022 members 
Mstep: Class 24 contains 11804 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10291 members 
Mstep: Class 27 contains 4731 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14150 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 10652 members 
Mstep: Class 32 contains 14566 members 
Mstep: Class 33 contains 2721 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15751 members 
Mstep: Class 36 contains 12790 members 
Mstep: Class 37 contains 5544 members 
Mstep: Class 38 contains 27913 members 
Mstep: Class 39 contains 21464 members 
Mstep: Class 40 contains 48264 members 
Mstep: Class 41 contains 60836 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27064 members 
Mstep: Class 44 contains 5910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809120.000000 Penalty: 149390.437500
Iteration 183Q: 44 clusters Score -1.508091e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 46120 members 
Mstep: Class 3 contains 13126 members 
Mstep: Class 4 contains 169539 members 
Mstep: Class 5 contains 50305 members 
Mstep: Class 6 contains 153673 members 
Mstep: Class 7 contains 100164 members 
Mstep: Class 8 contains 77073 members 
Mstep: Class 9 contains 180054 members 
Mstep: Class 10 contains 7937 members 
Mstep: Class 11 contains 14838 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5069 members 
Mstep: Class 14 contains 8843 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 9105 members 
Mstep: Class 18 contains 10965 members 
Mstep: Class 19 contains 7075 members 
Mstep: Class 20 contains 4408 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 13020 members 
Mstep: Class 24 contains 11799 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10291 members 
Mstep: Class 27 contains 4731 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14150 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 10643 members 
Mstep: Class 32 contains 14567 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15740 members 
Mstep: Class 36 contains 12788 members 
Mstep: Class 37 contains 5542 members 
Mstep: Class 38 contains 27907 members 
Mstep: Class 39 contains 21496 members 
Mstep: Class 40 contains 48262 members 
Mstep: Class 41 contains 60820 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27064 members 
Mstep: Class 44 contains 5919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150808864.000000 Penalty: 149390.437500
Iteration 184Q: 44 clusters Score -1.508089e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 46181 members 
Mstep: Class 3 contains 13126 members 
Mstep: Class 4 contains 169516 members 
Mstep: Class 5 contains 50301 members 
Mstep: Class 6 contains 153602 members 
Mstep: Class 7 contains 100165 members 
Mstep: Class 8 contains 77071 members 
Mstep: Class 9 contains 180049 members 
Mstep: Class 10 contains 7938 members 
Mstep: Class 11 contains 14832 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5069 members 
Mstep: Class 14 contains 8844 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17441 members 
Mstep: Class 17 contains 9110 members 
Mstep: Class 18 contains 10996 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 4416 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 13020 members 
Mstep: Class 24 contains 11799 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10289 members 
Mstep: Class 27 contains 4732 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14150 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 10628 members 
Mstep: Class 32 contains 14568 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15741 members 
Mstep: Class 36 contains 12786 members 
Mstep: Class 37 contains 5544 members 
Mstep: Class 38 contains 27900 members 
Mstep: Class 39 contains 21528 members 
Mstep: Class 40 contains 48258 members 
Mstep: Class 41 contains 60811 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27065 members 
Mstep: Class 44 contains 5920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809024.000000 Penalty: 149390.437500
Iteration 185Q: 44 clusters Score -1.50809e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 46233 members 
Mstep: Class 3 contains 13127 members 
Mstep: Class 4 contains 169496 members 
Mstep: Class 5 contains 50298 members 
Mstep: Class 6 contains 153524 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77076 members 
Mstep: Class 9 contains 180050 members 
Mstep: Class 10 contains 7939 members 
Mstep: Class 11 contains 14833 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5069 members 
Mstep: Class 14 contains 8845 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 9114 members 
Mstep: Class 18 contains 11019 members 
Mstep: Class 19 contains 7080 members 
Mstep: Class 20 contains 4419 members 
Mstep: Class 22 contains 8758 members 
Mstep: Class 23 contains 13018 members 
Mstep: Class 24 contains 11799 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10284 members 
Mstep: Class 27 contains 4734 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14145 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 10618 members 
Mstep: Class 32 contains 14569 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15738 members 
Mstep: Class 36 contains 12785 members 
Mstep: Class 37 contains 5548 members 
Mstep: Class 38 contains 27901 members 
Mstep: Class 39 contains 21567 members 
Mstep: Class 40 contains 48255 members 
Mstep: Class 41 contains 60803 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27066 members 
Mstep: Class 44 contains 5916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150808912.000000 Penalty: 149390.437500
Iteration 186Q: 44 clusters Score -1.508089e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 46283 members 
Mstep: Class 3 contains 13130 members 
Mstep: Class 4 contains 169496 members 
Mstep: Class 5 contains 50293 members 
Mstep: Class 6 contains 153447 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77085 members 
Mstep: Class 9 contains 180057 members 
Mstep: Class 10 contains 7939 members 
Mstep: Class 11 contains 14829 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5069 members 
Mstep: Class 14 contains 8847 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17439 members 
Mstep: Class 17 contains 9117 members 
Mstep: Class 18 contains 11050 members 
Mstep: Class 19 contains 7079 members 
Mstep: Class 20 contains 4419 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 13014 members 
Mstep: Class 24 contains 11801 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10278 members 
Mstep: Class 27 contains 4734 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14145 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 10609 members 
Mstep: Class 32 contains 14569 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15734 members 
Mstep: Class 36 contains 12783 members 
Mstep: Class 37 contains 5558 members 
Mstep: Class 38 contains 27904 members 
Mstep: Class 39 contains 21591 members 
Mstep: Class 40 contains 48253 members 
Mstep: Class 41 contains 60772 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27066 members 
Mstep: Class 44 contains 5917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150808816.000000 Penalty: 149390.437500
Iteration 187Q: 44 clusters Score -1.508088e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 46325 members 
Mstep: Class 3 contains 13131 members 
Mstep: Class 4 contains 169493 members 
Mstep: Class 5 contains 50293 members 
Mstep: Class 6 contains 153386 members 
Mstep: Class 7 contains 100166 members 
Mstep: Class 8 contains 77092 members 
Mstep: Class 9 contains 180050 members 
Mstep: Class 10 contains 7940 members 
Mstep: Class 11 contains 14825 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5069 members 
Mstep: Class 14 contains 8848 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 9117 members 
Mstep: Class 18 contains 11081 members 
Mstep: Class 19 contains 7081 members 
Mstep: Class 20 contains 4425 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 13010 members 
Mstep: Class 24 contains 11798 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10273 members 
Mstep: Class 27 contains 4734 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14145 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 10599 members 
Mstep: Class 32 contains 14568 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15739 members 
Mstep: Class 36 contains 12779 members 
Mstep: Class 37 contains 5566 members 
Mstep: Class 38 contains 27903 members 
Mstep: Class 39 contains 21614 members 
Mstep: Class 40 contains 48245 members 
Mstep: Class 41 contains 60758 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27066 members 
Mstep: Class 44 contains 5918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150808864.000000 Penalty: 149390.437500
Iteration 188Q: 44 clusters Score -1.508089e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 46373 members 
Mstep: Class 3 contains 13130 members 
Mstep: Class 4 contains 169486 members 
Mstep: Class 5 contains 50292 members 
Mstep: Class 6 contains 153330 members 
Mstep: Class 7 contains 100166 members 
Mstep: Class 8 contains 77094 members 
Mstep: Class 9 contains 180052 members 
Mstep: Class 10 contains 7940 members 
Mstep: Class 11 contains 14825 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5068 members 
Mstep: Class 14 contains 8850 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 9124 members 
Mstep: Class 18 contains 11112 members 
Mstep: Class 19 contains 7084 members 
Mstep: Class 20 contains 4429 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 13008 members 
Mstep: Class 24 contains 11796 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10271 members 
Mstep: Class 27 contains 4734 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14146 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 10588 members 
Mstep: Class 32 contains 14567 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15740 members 
Mstep: Class 36 contains 12775 members 
Mstep: Class 37 contains 5576 members 
Mstep: Class 38 contains 27893 members 
Mstep: Class 39 contains 21633 members 
Mstep: Class 40 contains 48241 members 
Mstep: Class 41 contains 60733 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27066 members 
Mstep: Class 44 contains 5917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809072.000000 Penalty: 149390.437500
Iteration 189Q: 44 clusters Score -1.508091e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 46412 members 
Mstep: Class 3 contains 13130 members 
Mstep: Class 4 contains 169478 members 
Mstep: Class 5 contains 50294 members 
Mstep: Class 6 contains 153278 members 
Mstep: Class 7 contains 100166 members 
Mstep: Class 8 contains 77094 members 
Mstep: Class 9 contains 180055 members 
Mstep: Class 10 contains 7942 members 
Mstep: Class 11 contains 14820 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5067 members 
Mstep: Class 14 contains 8851 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17437 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 11145 members 
Mstep: Class 19 contains 7086 members 
Mstep: Class 20 contains 4433 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 13008 members 
Mstep: Class 24 contains 11794 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10265 members 
Mstep: Class 27 contains 4734 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14152 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 10576 members 
Mstep: Class 32 contains 14566 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15736 members 
Mstep: Class 36 contains 12774 members 
Mstep: Class 37 contains 5582 members 
Mstep: Class 38 contains 27884 members 
Mstep: Class 39 contains 21657 members 
Mstep: Class 40 contains 48240 members 
Mstep: Class 41 contains 60709 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27066 members 
Mstep: Class 44 contains 5920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809328.000000 Penalty: 149390.437500
Iteration 190Q: 44 clusters Score -1.508093e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 46444 members 
Mstep: Class 3 contains 13130 members 
Mstep: Class 4 contains 169472 members 
Mstep: Class 5 contains 50290 members 
Mstep: Class 6 contains 153231 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77087 members 
Mstep: Class 9 contains 180063 members 
Mstep: Class 10 contains 7943 members 
Mstep: Class 11 contains 14818 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5067 members 
Mstep: Class 14 contains 8851 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17436 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 11178 members 
Mstep: Class 19 contains 7083 members 
Mstep: Class 20 contains 4437 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 13005 members 
Mstep: Class 24 contains 11793 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10257 members 
Mstep: Class 27 contains 4734 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14155 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 10568 members 
Mstep: Class 32 contains 14564 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15733 members 
Mstep: Class 36 contains 12771 members 
Mstep: Class 37 contains 5590 members 
Mstep: Class 38 contains 27874 members 
Mstep: Class 39 contains 21682 members 
Mstep: Class 40 contains 48236 members 
Mstep: Class 41 contains 60695 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27066 members 
Mstep: Class 44 contains 5921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809232.000000 Penalty: 149390.437500
Iteration 191Q: 44 clusters Score -1.508092e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 46482 members 
Mstep: Class 3 contains 13131 members 
Mstep: Class 4 contains 169467 members 
Mstep: Class 5 contains 50287 members 
Mstep: Class 6 contains 153193 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77090 members 
Mstep: Class 9 contains 180065 members 
Mstep: Class 10 contains 7942 members 
Mstep: Class 11 contains 14816 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5067 members 
Mstep: Class 14 contains 8851 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17437 members 
Mstep: Class 17 contains 9140 members 
Mstep: Class 18 contains 11208 members 
Mstep: Class 19 contains 7084 members 
Mstep: Class 20 contains 4437 members 
Mstep: Class 22 contains 8760 members 
Mstep: Class 23 contains 13004 members 
Mstep: Class 24 contains 11792 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10250 members 
Mstep: Class 27 contains 4734 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14154 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 10563 members 
Mstep: Class 32 contains 14563 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15728 members 
Mstep: Class 36 contains 12770 members 
Mstep: Class 37 contains 5598 members 
Mstep: Class 38 contains 27872 members 
Mstep: Class 39 contains 21705 members 
Mstep: Class 40 contains 48230 members 
Mstep: Class 41 contains 60667 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27066 members 
Mstep: Class 44 contains 5918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809136.000000 Penalty: 149390.437500
Iteration 192Q: 44 clusters Score -1.508091e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 46521 members 
Mstep: Class 3 contains 13131 members 
Mstep: Class 4 contains 169471 members 
Mstep: Class 5 contains 50283 members 
Mstep: Class 6 contains 153147 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77089 members 
Mstep: Class 9 contains 180061 members 
Mstep: Class 10 contains 7942 members 
Mstep: Class 11 contains 14813 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5067 members 
Mstep: Class 14 contains 8850 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17438 members 
Mstep: Class 17 contains 9147 members 
Mstep: Class 18 contains 11232 members 
Mstep: Class 19 contains 7084 members 
Mstep: Class 20 contains 4438 members 
Mstep: Class 22 contains 8760 members 
Mstep: Class 23 contains 13004 members 
Mstep: Class 24 contains 11788 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10242 members 
Mstep: Class 27 contains 4734 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14152 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 10556 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15729 members 
Mstep: Class 36 contains 12771 members 
Mstep: Class 37 contains 5601 members 
Mstep: Class 38 contains 27871 members 
Mstep: Class 39 contains 21719 members 
Mstep: Class 40 contains 48229 members 
Mstep: Class 41 contains 60648 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27067 members 
Mstep: Class 44 contains 5923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809152.000000 Penalty: 149390.437500
Iteration 193Q: 44 clusters Score -1.508092e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 46563 members 
Mstep: Class 3 contains 13129 members 
Mstep: Class 4 contains 169465 members 
Mstep: Class 5 contains 50276 members 
Mstep: Class 6 contains 153102 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77095 members 
Mstep: Class 9 contains 180059 members 
Mstep: Class 10 contains 7940 members 
Mstep: Class 11 contains 14808 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5067 members 
Mstep: Class 14 contains 8851 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17439 members 
Mstep: Class 17 contains 9154 members 
Mstep: Class 18 contains 11257 members 
Mstep: Class 19 contains 7084 members 
Mstep: Class 20 contains 4438 members 
Mstep: Class 22 contains 8760 members 
Mstep: Class 23 contains 13002 members 
Mstep: Class 24 contains 11786 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10239 members 
Mstep: Class 27 contains 4734 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14146 members 
Mstep: Class 30 contains 7051 members 
Mstep: Class 31 contains 10546 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15735 members 
Mstep: Class 36 contains 12770 members 
Mstep: Class 37 contains 5606 members 
Mstep: Class 38 contains 27870 members 
Mstep: Class 39 contains 21736 members 
Mstep: Class 40 contains 48227 members 
Mstep: Class 41 contains 60628 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809056.000000 Penalty: 149390.437500
Iteration 194Q: 44 clusters Score -1.508091e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 46602 members 
Mstep: Class 3 contains 13129 members 
Mstep: Class 4 contains 169464 members 
Mstep: Class 5 contains 50270 members 
Mstep: Class 6 contains 153036 members 
Mstep: Class 7 contains 100168 members 
Mstep: Class 8 contains 77100 members 
Mstep: Class 9 contains 180063 members 
Mstep: Class 10 contains 7940 members 
Mstep: Class 11 contains 14805 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5067 members 
Mstep: Class 14 contains 8850 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 11291 members 
Mstep: Class 19 contains 7083 members 
Mstep: Class 20 contains 4438 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 13001 members 
Mstep: Class 24 contains 11783 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10233 members 
Mstep: Class 27 contains 4735 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14145 members 
Mstep: Class 30 contains 7051 members 
Mstep: Class 31 contains 10545 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15732 members 
Mstep: Class 36 contains 12770 members 
Mstep: Class 37 contains 5608 members 
Mstep: Class 38 contains 27868 members 
Mstep: Class 39 contains 21762 members 
Mstep: Class 40 contains 48227 members 
Mstep: Class 41 contains 60601 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809216.000000 Penalty: 149390.437500
Iteration 195Q: 44 clusters Score -1.508092e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 46645 members 
Mstep: Class 3 contains 13129 members 
Mstep: Class 4 contains 169453 members 
Mstep: Class 5 contains 50262 members 
Mstep: Class 6 contains 152969 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77101 members 
Mstep: Class 9 contains 180065 members 
Mstep: Class 10 contains 7941 members 
Mstep: Class 11 contains 14806 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5066 members 
Mstep: Class 14 contains 8849 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 9177 members 
Mstep: Class 18 contains 11328 members 
Mstep: Class 19 contains 7084 members 
Mstep: Class 20 contains 4440 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 12999 members 
Mstep: Class 24 contains 11780 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10231 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14140 members 
Mstep: Class 30 contains 7052 members 
Mstep: Class 31 contains 10538 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15728 members 
Mstep: Class 36 contains 12769 members 
Mstep: Class 37 contains 5612 members 
Mstep: Class 38 contains 27868 members 
Mstep: Class 39 contains 21783 members 
Mstep: Class 40 contains 48224 members 
Mstep: Class 41 contains 60587 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809168.000000 Penalty: 149390.437500
Iteration 196Q: 44 clusters Score -1.508092e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 46688 members 
Mstep: Class 3 contains 13129 members 
Mstep: Class 4 contains 169448 members 
Mstep: Class 5 contains 50251 members 
Mstep: Class 6 contains 152924 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77104 members 
Mstep: Class 9 contains 180062 members 
Mstep: Class 10 contains 7941 members 
Mstep: Class 11 contains 14807 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5065 members 
Mstep: Class 14 contains 8851 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17439 members 
Mstep: Class 17 contains 9180 members 
Mstep: Class 18 contains 11357 members 
Mstep: Class 19 contains 7088 members 
Mstep: Class 20 contains 4442 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 12999 members 
Mstep: Class 24 contains 11779 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10230 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14135 members 
Mstep: Class 30 contains 7052 members 
Mstep: Class 31 contains 10531 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15729 members 
Mstep: Class 36 contains 12769 members 
Mstep: Class 37 contains 5616 members 
Mstep: Class 38 contains 27869 members 
Mstep: Class 39 contains 21799 members 
Mstep: Class 40 contains 48211 members 
Mstep: Class 41 contains 60571 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150808960.000000 Penalty: 149390.437500
Iteration 197Q: 44 clusters Score -1.50809e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 46726 members 
Mstep: Class 3 contains 13129 members 
Mstep: Class 4 contains 169452 members 
Mstep: Class 5 contains 50240 members 
Mstep: Class 6 contains 152881 members 
Mstep: Class 7 contains 100168 members 
Mstep: Class 8 contains 77102 members 
Mstep: Class 9 contains 180061 members 
Mstep: Class 10 contains 7941 members 
Mstep: Class 11 contains 14807 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5063 members 
Mstep: Class 14 contains 8851 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17436 members 
Mstep: Class 17 contains 9184 members 
Mstep: Class 18 contains 11381 members 
Mstep: Class 19 contains 7088 members 
Mstep: Class 20 contains 4446 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 13001 members 
Mstep: Class 24 contains 11779 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10230 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14132 members 
Mstep: Class 30 contains 7052 members 
Mstep: Class 31 contains 10528 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15732 members 
Mstep: Class 36 contains 12768 members 
Mstep: Class 37 contains 5616 members 
Mstep: Class 38 contains 27865 members 
Mstep: Class 39 contains 21808 members 
Mstep: Class 40 contains 48209 members 
Mstep: Class 41 contains 60559 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809152.000000 Penalty: 149390.437500
Iteration 198Q: 44 clusters Score -1.508092e+08 nChanged 206
Entering ConstructFrom: 
Score: -150809152.000000 Penalty: 149390.437500
Entering ConstructFrom: 
Trying to split cluster 1 (7957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Entering Unmasked Estep 
Score: -977336.062500 Penalty: 2227.488281
	Iteration 0F: 2 clusters Score -977336.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -970897.312500 Penalty: 4454.976562
	Iteration 0F: 3 clusters Score -970897.3 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -972651.937500 Penalty: 4454.976562
	Iteration 1F: 3 clusters Score -972651.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -972969.062500 Penalty: 4454.976562
	Iteration 2F: 3 clusters Score -972969.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -973218.687500 Penalty: 4454.976562
	Iteration 3F: 3 clusters Score -973218.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -973426.937500 Penalty: 4454.976562
	Iteration 4Q: 3 clusters Score -973426.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -973613.187500 Penalty: 4454.976562
	Iteration 5Q: 3 clusters Score -973613.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -973806.812500 Penalty: 4454.976562
	Iteration 6Q: 3 clusters Score -973806.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -974008.062500 Penalty: 4454.976562
	Iteration 7Q: 3 clusters Score -974008.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -974258.500000 Penalty: 4454.976562
	Iteration 8Q: 3 clusters Score -974258.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -974518.000000 Penalty: 4454.976562
	Iteration 9Q: 3 clusters Score -974518 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -974832.375000 Penalty: 4454.976562
	Iteration 10Q: 3 clusters Score -974832.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -975124.312500 Penalty: 4454.976562
	Iteration 11Q: 3 clusters Score -975124.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -975366.937500 Penalty: 4454.976562
	Iteration 12Q: 3 clusters Score -975366.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -975593.625000 Penalty: 4454.976562
	Iteration 13Q: 3 clusters Score -975593.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -975747.062500 Penalty: 4454.976562
	Iteration 14Q: 3 clusters Score -975747.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -975860.562500 Penalty: 4454.976562
	Iteration 15Q: 3 clusters Score -975860.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -975954.312500 Penalty: 4454.976562
	Iteration 16Q: 3 clusters Score -975954.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -976024.875000 Penalty: 4454.976562
	Iteration 17Q: 3 clusters Score -976024.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -976071.500000 Penalty: 4454.976562
	Iteration 18Q: 3 clusters Score -976071.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -976102.000000 Penalty: 4454.976562
	Iteration 19Q: 3 clusters Score -976102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -976120.937500 Penalty: 4454.976562
	Iteration 20F: 3 clusters Score -976120.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -976136.250000 Penalty: 4454.976562
	Iteration 21Q: 3 clusters Score -976136.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -976145.125000 Penalty: 4454.976562
	Iteration 22Q: 3 clusters Score -976145.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -976151.250000 Penalty: 4454.976562
	Iteration 23Q: 3 clusters Score -976151.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -976155.937500 Penalty: 4454.976562
	Iteration 24Q: 3 clusters Score -976155.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -976159.312500 Penalty: 4454.976562
	Iteration 25Q: 3 clusters Score -976159.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -976161.125000 Penalty: 4454.976562
	Iteration 26Q: 3 clusters Score -976161.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -976163.125000 Penalty: 4454.976562
	Iteration 27Q: 3 clusters Score -976163.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -976164.187500 Penalty: 4454.976562
	Iteration 28Q: 3 clusters Score -976164.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -976167.000000 Penalty: 4454.976562
	Iteration 29Q: 3 clusters Score -976167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -976168.750000 Penalty: 4454.976562
	Iteration 30Q: 3 clusters Score -976168.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -976172.812500 Penalty: 4454.976562
	Iteration 31Q: 3 clusters Score -976172.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -976173.000000 Penalty: 4454.976562
	Iteration 32Q: 3 clusters Score -976173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -976173.312500 Penalty: 4454.976562
	Iteration 33Q: 3 clusters Score -976173.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -976173.437500 Penalty: 4454.976562
	Iteration 34Q: 3 clusters Score -976173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -976174.000000 Penalty: 4454.976562
	Iteration 35Q: 3 clusters Score -976174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -976175.062500 Penalty: 4454.976562
	Iteration 36Q: 3 clusters Score -976175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -976176.437500 Penalty: 4454.976562
	Iteration 37Q: 3 clusters Score -976176.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -976175.125000 Penalty: 4454.976562
	Iteration 38Q: 3 clusters Score -976175.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -976175.875000 Penalty: 4454.976562
	Iteration 39Q: 3 clusters Score -976175.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -976175.875000 Penalty: 4454.976562
	Iteration 40F: 3 clusters Score -976175.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Entering Unmasked Estep 
Score: -5991764.500000 Penalty: 2666.737793
	Iteration 0F: 2 clusters Score -5991764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -5960188.000000 Penalty: 5333.475586
	Iteration 0F: 3 clusters Score -5960188 nChanged 21505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -5972116.500000 Penalty: 5333.475586
	Iteration 1F: 3 clusters Score -5972116 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -5972831.500000 Penalty: 5333.475586
	Iteration 2Q: 3 clusters Score -5972832 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -5973892.000000 Penalty: 5333.475586
	Iteration 3Q: 3 clusters Score -5973892 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -5975681.000000 Penalty: 5333.475586
	Iteration 4F: 3 clusters Score -5975681 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -5978514.500000 Penalty: 5333.475586
	Iteration 5F: 3 clusters Score -5978514 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -5981853.000000 Penalty: 5333.475586
	Iteration 6F: 3 clusters Score -5981853 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -5984842.000000 Penalty: 5333.475586
	Iteration 7F: 3 clusters Score -5984842 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -5986964.000000 Penalty: 5333.475586
	Iteration 8F: 3 clusters Score -5986964 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -5988343.000000 Penalty: 5333.475586
	Iteration 9Q: 3 clusters Score -5988343 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -5989241.000000 Penalty: 5333.475586
	Iteration 10Q: 3 clusters Score -5989241 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -5989816.000000 Penalty: 5333.475586
	Iteration 11Q: 3 clusters Score -5989816 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -5990057.000000 Penalty: 5333.475586
	Iteration 12Q: 3 clusters Score -5990057 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -5990201.000000 Penalty: 5333.475586
	Iteration 13Q: 3 clusters Score -5990201 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -5990277.000000 Penalty: 5333.475586
	Iteration 14Q: 3 clusters Score -5990277 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -5990328.000000 Penalty: 5333.475586
	Iteration 15Q: 3 clusters Score -5990328 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -5990371.500000 Penalty: 5333.475586
	Iteration 16Q: 3 clusters Score -5990372 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -5990367.000000 Penalty: 5333.475586
	Iteration 17Q: 3 clusters Score -5990367 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -5990394.000000 Penalty: 5333.475586
	Iteration 18Q: 3 clusters Score -5990394 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -5990395.500000 Penalty: 5333.475586
	Iteration 19Q: 3 clusters Score -5990396 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -5990412.500000 Penalty: 5333.475586
	Iteration 20F: 3 clusters Score -5990412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -5990417.000000 Penalty: 5333.475586
	Iteration 21Q: 3 clusters Score -5990417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -5990419.500000 Penalty: 5333.475586
	Iteration 22Q: 3 clusters Score -5990420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -5990440.500000 Penalty: 5333.475586
	Iteration 23Q: 3 clusters Score -5990440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -5990443.500000 Penalty: 5333.475586
	Iteration 24Q: 3 clusters Score -5990444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -5990449.000000 Penalty: 5333.475586
	Iteration 25Q: 3 clusters Score -5990449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -5990454.500000 Penalty: 5333.475586
	Iteration 26Q: 3 clusters Score -5990454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -5990454.000000 Penalty: 5333.475586
	Iteration 27Q: 3 clusters Score -5990454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -5990455.000000 Penalty: 5333.475586
	Iteration 28Q: 3 clusters Score -5990455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -5990450.500000 Penalty: 5333.475586
	Iteration 29Q: 3 clusters Score -5990450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -5990456.500000 Penalty: 5333.475586
	Iteration 30Q: 3 clusters Score -5990456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -5990461.500000 Penalty: 5333.475586
	Iteration 31Q: 3 clusters Score -5990462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -5990463.000000 Penalty: 5333.475586
	Iteration 32Q: 3 clusters Score -5990463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -5990462.500000 Penalty: 5333.475586
	Iteration 33Q: 3 clusters Score -5990462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -5990462.500000 Penalty: 5333.475586
	Iteration 34Q: 3 clusters Score -5990462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -5990473.000000 Penalty: 5333.475586
	Iteration 35Q: 3 clusters Score -5990473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -5990482.000000 Penalty: 5333.475586
	Iteration 36Q: 3 clusters Score -5990482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -5990467.000000 Penalty: 5333.475586
	Iteration 37Q: 3 clusters Score -5990467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -5990472.500000 Penalty: 5333.475586
	Iteration 38Q: 3 clusters Score -5990472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -5990473.000000 Penalty: 5333.475586
	Iteration 39Q: 3 clusters Score -5990473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5990475.000000 Penalty: 5333.475586
	Iteration 40F: 3 clusters Score -5990475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5990476.000000 Penalty: 5333.475586
	Iteration 41Q: 3 clusters Score -5990476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -5990480.500000 Penalty: 5333.475586
	Iteration 42Q: 3 clusters Score -5990480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5990487.000000 Penalty: 5333.475586
	Iteration 43Q: 3 clusters Score -5990487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -5990489.000000 Penalty: 5333.475586
	Iteration 44Q: 3 clusters Score -5990489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -5990477.500000 Penalty: 5333.475586
	Iteration 45Q: 3 clusters Score -5990478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5990485.500000 Penalty: 5333.475586
	Iteration 46Q: 3 clusters Score -5990486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -5990488.000000 Penalty: 5333.475586
	Iteration 47Q: 3 clusters Score -5990488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -5990488.500000 Penalty: 5333.475586
	Iteration 48Q: 3 clusters Score -5990488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -5990492.000000 Penalty: 5333.475586
	Iteration 49Q: 3 clusters Score -5990492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5990500.000000 Penalty: 5333.475586
	Iteration 50Q: 3 clusters Score -5990500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -5990507.000000 Penalty: 5333.475586
	Iteration 51Q: 3 clusters Score -5990507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -5990505.000000 Penalty: 5333.475586
	Iteration 52Q: 3 clusters Score -5990505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -5990508.500000 Penalty: 5333.475586
	Iteration 53Q: 3 clusters Score -5990508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -5990505.500000 Penalty: 5333.475586
	Iteration 54Q: 3 clusters Score -5990506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -5990500.000000 Penalty: 5333.475586
	Iteration 55Q: 3 clusters Score -5990500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -5990506.500000 Penalty: 5333.475586
	Iteration 56Q: 3 clusters Score -5990506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -5990506.500000 Penalty: 5333.475586
	Iteration 57F: 3 clusters Score -5990506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Entering Unmasked Estep 
Score: -1595385.875000 Penalty: 2351.717285
	Iteration 0F: 2 clusters Score -1595386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1585701.125000 Penalty: 4703.434570
	Iteration 0F: 3 clusters Score -1585701 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1588686.000000 Penalty: 4703.434570
	Iteration 1F: 3 clusters Score -1588686 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1589139.500000 Penalty: 4703.434570
	Iteration 2F: 3 clusters Score -1589140 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1589507.625000 Penalty: 4703.434570
	Iteration 3F: 3 clusters Score -1589508 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1589847.625000 Penalty: 4703.434570
	Iteration 4F: 3 clusters Score -1589848 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1590154.250000 Penalty: 4703.434570
	Iteration 5Q: 3 clusters Score -1590154 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1590417.500000 Penalty: 4703.434570
	Iteration 6Q: 3 clusters Score -1590418 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1590694.625000 Penalty: 4703.434570
	Iteration 7Q: 3 clusters Score -1590695 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1591006.250000 Penalty: 4703.434570
	Iteration 8Q: 3 clusters Score -1591006 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1591309.750000 Penalty: 4703.434570
	Iteration 9Q: 3 clusters Score -1591310 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1591590.125000 Penalty: 4703.434570
	Iteration 10Q: 3 clusters Score -1591590 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1591885.250000 Penalty: 4703.434570
	Iteration 11Q: 3 clusters Score -1591885 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1592150.125000 Penalty: 4703.434570
	Iteration 12Q: 3 clusters Score -1592150 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1592389.375000 Penalty: 4703.434570
	Iteration 13Q: 3 clusters Score -1592389 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1592580.750000 Penalty: 4703.434570
	Iteration 14Q: 3 clusters Score -1592581 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1592735.375000 Penalty: 4703.434570
	Iteration 15Q: 3 clusters Score -1592735 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1592849.750000 Penalty: 4703.434570
	Iteration 16Q: 3 clusters Score -1592850 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1592953.500000 Penalty: 4703.434570
	Iteration 17Q: 3 clusters Score -1592954 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1593042.750000 Penalty: 4703.434570
	Iteration 18Q: 3 clusters Score -1593043 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1593116.000000 Penalty: 4703.434570
	Iteration 19Q: 3 clusters Score -1593116 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1593169.125000 Penalty: 4703.434570
	Iteration 20F: 3 clusters Score -1593169 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1593234.125000 Penalty: 4703.434570
	Iteration 21Q: 3 clusters Score -1593234 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1593277.750000 Penalty: 4703.434570
	Iteration 22Q: 3 clusters Score -1593278 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1593326.750000 Penalty: 4703.434570
	Iteration 23Q: 3 clusters Score -1593327 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1593367.375000 Penalty: 4703.434570
	Iteration 24Q: 3 clusters Score -1593367 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1593404.250000 Penalty: 4703.434570
	Iteration 25Q: 3 clusters Score -1593404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1593432.125000 Penalty: 4703.434570
	Iteration 26Q: 3 clusters Score -1593432 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1593459.000000 Penalty: 4703.434570
	Iteration 27Q: 3 clusters Score -1593459 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1593478.125000 Penalty: 4703.434570
	Iteration 28Q: 3 clusters Score -1593478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1593495.750000 Penalty: 4703.434570
	Iteration 29Q: 3 clusters Score -1593496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1593508.875000 Penalty: 4703.434570
	Iteration 30Q: 3 clusters Score -1593509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1593523.500000 Penalty: 4703.434570
	Iteration 31Q: 3 clusters Score -1593524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1593534.250000 Penalty: 4703.434570
	Iteration 32Q: 3 clusters Score -1593534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1593551.250000 Penalty: 4703.434570
	Iteration 33Q: 3 clusters Score -1593551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1593568.500000 Penalty: 4703.434570
	Iteration 34Q: 3 clusters Score -1593568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1593581.000000 Penalty: 4703.434570
	Iteration 35Q: 3 clusters Score -1593581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1593586.625000 Penalty: 4703.434570
	Iteration 36Q: 3 clusters Score -1593587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1593602.125000 Penalty: 4703.434570
	Iteration 37Q: 3 clusters Score -1593602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1593619.875000 Penalty: 4703.434570
	Iteration 38Q: 3 clusters Score -1593620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1593631.125000 Penalty: 4703.434570
	Iteration 39Q: 3 clusters Score -1593631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1593630.750000 Penalty: 4703.434570
	Iteration 40F: 3 clusters Score -1593631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1593639.500000 Penalty: 4703.434570
	Iteration 41Q: 3 clusters Score -1593640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1593642.750000 Penalty: 4703.434570
	Iteration 42Q: 3 clusters Score -1593643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1593646.875000 Penalty: 4703.434570
	Iteration 43Q: 3 clusters Score -1593647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1593647.375000 Penalty: 4703.434570
	Iteration 44Q: 3 clusters Score -1593647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1593650.750000 Penalty: 4703.434570
	Iteration 45Q: 3 clusters Score -1593651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1593651.500000 Penalty: 4703.434570
	Iteration 46Q: 3 clusters Score -1593652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1593650.875000 Penalty: 4703.434570
	Iteration 47Q: 3 clusters Score -1593651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1593653.875000 Penalty: 4703.434570
	Iteration 48Q: 3 clusters Score -1593654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1593654.500000 Penalty: 4703.434570
	Iteration 49Q: 3 clusters Score -1593654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1593654.125000 Penalty: 4703.434570
	Iteration 50Q: 3 clusters Score -1593654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1593658.875000 Penalty: 4703.434570
	Iteration 51Q: 3 clusters Score -1593659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1593657.250000 Penalty: 4703.434570
	Iteration 52Q: 3 clusters Score -1593657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1593659.500000 Penalty: 4703.434570
	Iteration 53Q: 3 clusters Score -1593660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1593659.500000 Penalty: 4703.434570
	Iteration 54Q: 3 clusters Score -1593660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1593661.500000 Penalty: 4703.434570
	Iteration 55Q: 3 clusters Score -1593662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1593662.875000 Penalty: 4703.434570
	Iteration 56Q: 3 clusters Score -1593663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1593663.250000 Penalty: 4703.434570
	Iteration 57Q: 3 clusters Score -1593663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1593664.500000 Penalty: 4703.434570
	Iteration 58Q: 3 clusters Score -1593664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1593666.000000 Penalty: 4703.434570
	Iteration 59Q: 3 clusters Score -1593666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1593665.375000 Penalty: 4703.434570
	Iteration 60F: 3 clusters Score -1593665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1593665.750000 Penalty: 4703.434570
	Iteration 61Q: 3 clusters Score -1593666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1593665.750000 Penalty: 4703.434570
	Iteration 62F: 3 clusters Score -1593666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (169449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169449 members 
Entering Unmasked Estep 
Score: -21937726.000000 Penalty: 2985.996094
	Iteration 0F: 2 clusters Score -2.193773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85014 members 
Mstep: Class 2 contains 84435 members 
Entering Unmasked Estep 
Score: -21829758.000000 Penalty: 5971.992188
	Iteration 0F: 3 clusters Score -2.182976e+07 nChanged 80863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 78786 members 
Entering Unmasked Estep 
Score: -21876522.000000 Penalty: 5971.992188
	Iteration 1F: 3 clusters Score -2.187652e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94744 members 
Mstep: Class 2 contains 74705 members 
Entering Unmasked Estep 
Score: -21878438.000000 Penalty: 5971.992188
	Iteration 2Q: 3 clusters Score -2.187844e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100998 members 
Mstep: Class 2 contains 68451 members 
Entering Unmasked Estep 
Score: -21881736.000000 Penalty: 5971.992188
	Iteration 3Q: 3 clusters Score -2.188174e+07 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110092 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -21887274.000000 Penalty: 5971.992188
	Iteration 4F: 3 clusters Score -2.188727e+07 nChanged 13007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122159 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -21896038.000000 Penalty: 5971.992188
	Iteration 5F: 3 clusters Score -2.189604e+07 nChanged 14241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135874 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -21907324.000000 Penalty: 5971.992188
	Iteration 6F: 3 clusters Score -2.190732e+07 nChanged 12961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148653 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -21918192.000000 Penalty: 5971.992188
	Iteration 7F: 3 clusters Score -2.191819e+07 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158434 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -21927184.000000 Penalty: 5971.992188
	Iteration 8F: 3 clusters Score -2.192718e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164617 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -21932186.000000 Penalty: 5971.992188
	Iteration 9Q: 3 clusters Score -2.193219e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167596 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -21934162.000000 Penalty: 5971.992188
	Iteration 10Q: 3 clusters Score -2.193416e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168683 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -21934792.000000 Penalty: 5971.992188
	Iteration 11Q: 3 clusters Score -2.193479e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169014 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -21934982.000000 Penalty: 5971.992188
	Iteration 12Q: 3 clusters Score -2.193498e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169093 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -21935136.000000 Penalty: 5971.992188
	Iteration 13Q: 3 clusters Score -2.193514e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169121 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -21935176.000000 Penalty: 5971.992188
	Iteration 14Q: 3 clusters Score -2.193518e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169139 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -21935186.000000 Penalty: 5971.992188
	Iteration 15Q: 3 clusters Score -2.193519e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169149 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -21935194.000000 Penalty: 5971.992188
	Iteration 16Q: 3 clusters Score -2.193519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169153 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -21935204.000000 Penalty: 5971.992188
	Iteration 17Q: 3 clusters Score -2.19352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169156 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -21935218.000000 Penalty: 5971.992188
	Iteration 18Q: 3 clusters Score -2.193522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169157 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21935234.000000 Penalty: 5971.992188
	Iteration 19Q: 3 clusters Score -2.193523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169160 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21935228.000000 Penalty: 5971.992188
	Iteration 20F: 3 clusters Score -2.193523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169162 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21935230.000000 Penalty: 5971.992188
	Iteration 21Q: 3 clusters Score -2.193523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169165 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21935238.000000 Penalty: 5971.992188
	Iteration 22Q: 3 clusters Score -2.193524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169166 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21935260.000000 Penalty: 5971.992188
	Iteration 23Q: 3 clusters Score -2.193526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169167 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21935244.000000 Penalty: 5971.992188
	Iteration 24Q: 3 clusters Score -2.193524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169169 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21935240.000000 Penalty: 5971.992188
	Iteration 25Q: 3 clusters Score -2.193524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169170 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21935250.000000 Penalty: 5971.992188
	Iteration 26Q: 3 clusters Score -2.193525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169170 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21935250.000000 Penalty: 5971.992188
	Iteration 27F: 3 clusters Score -2.193525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Entering Unmasked Estep 
Score: -6470692.500000 Penalty: 2684.462891
	Iteration 0F: 2 clusters Score -6470692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -6436693.500000 Penalty: 5368.925781
	Iteration 0F: 3 clusters Score -6436694 nChanged 23357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -6449808.500000 Penalty: 5368.925781
	Iteration 1F: 3 clusters Score -6449808 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -6450825.500000 Penalty: 5368.925781
	Iteration 2Q: 3 clusters Score -6450826 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -6452299.500000 Penalty: 5368.925781
	Iteration 3F: 3 clusters Score -6452300 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -6454506.500000 Penalty: 5368.925781
	Iteration 4F: 3 clusters Score -6454506 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -6457801.500000 Penalty: 5368.925781
	Iteration 5F: 3 clusters Score -6457802 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -6461630.500000 Penalty: 5368.925781
	Iteration 6F: 3 clusters Score -6461630 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -6464915.500000 Penalty: 5368.925781
	Iteration 7F: 3 clusters Score -6464916 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -6466892.500000 Penalty: 5368.925781
	Iteration 8Q: 3 clusters Score -6466892 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -6467996.500000 Penalty: 5368.925781
	Iteration 9Q: 3 clusters Score -6467996 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -6468490.500000 Penalty: 5368.925781
	Iteration 10Q: 3 clusters Score -6468490 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -6468748.500000 Penalty: 5368.925781
	Iteration 11Q: 3 clusters Score -6468748 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -6468894.500000 Penalty: 5368.925781
	Iteration 12Q: 3 clusters Score -6468894 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -6469007.500000 Penalty: 5368.925781
	Iteration 13Q: 3 clusters Score -6469008 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -6469143.000000 Penalty: 5368.925781
	Iteration 14Q: 3 clusters Score -6469143 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -6469264.000000 Penalty: 5368.925781
	Iteration 15Q: 3 clusters Score -6469264 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -6469361.000000 Penalty: 5368.925781
	Iteration 16Q: 3 clusters Score -6469361 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -6469401.000000 Penalty: 5368.925781
	Iteration 17Q: 3 clusters Score -6469401 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -6469422.500000 Penalty: 5368.925781
	Iteration 18Q: 3 clusters Score -6469422 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -6469448.000000 Penalty: 5368.925781
	Iteration 19Q: 3 clusters Score -6469448 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -6469482.000000 Penalty: 5368.925781
	Iteration 20F: 3 clusters Score -6469482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -6469506.000000 Penalty: 5368.925781
	Iteration 21Q: 3 clusters Score -6469506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -6469522.000000 Penalty: 5368.925781
	Iteration 22Q: 3 clusters Score -6469522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -6469548.000000 Penalty: 5368.925781
	Iteration 23Q: 3 clusters Score -6469548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -6469539.500000 Penalty: 5368.925781
	Iteration 24Q: 3 clusters Score -6469540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -6469557.000000 Penalty: 5368.925781
	Iteration 25Q: 3 clusters Score -6469557 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -6469574.000000 Penalty: 5368.925781
	Iteration 26Q: 3 clusters Score -6469574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -6469607.000000 Penalty: 5368.925781
	Iteration 27Q: 3 clusters Score -6469607 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -6469635.500000 Penalty: 5368.925781
	Iteration 28Q: 3 clusters Score -6469636 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -6469661.000000 Penalty: 5368.925781
	Iteration 29Q: 3 clusters Score -6469661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -6469678.000000 Penalty: 5368.925781
	Iteration 30Q: 3 clusters Score -6469678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -6469698.500000 Penalty: 5368.925781
	Iteration 31Q: 3 clusters Score -6469698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -6469714.000000 Penalty: 5368.925781
	Iteration 32Q: 3 clusters Score -6469714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -6469729.000000 Penalty: 5368.925781
	Iteration 33Q: 3 clusters Score -6469729 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -6469759.500000 Penalty: 5368.925781
	Iteration 34Q: 3 clusters Score -6469760 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -6469766.500000 Penalty: 5368.925781
	Iteration 35Q: 3 clusters Score -6469766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -6469781.000000 Penalty: 5368.925781
	Iteration 36Q: 3 clusters Score -6469781 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -6469814.500000 Penalty: 5368.925781
	Iteration 37Q: 3 clusters Score -6469814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -6469824.000000 Penalty: 5368.925781
	Iteration 38Q: 3 clusters Score -6469824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -6469856.500000 Penalty: 5368.925781
	Iteration 39Q: 3 clusters Score -6469856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -6469871.000000 Penalty: 5368.925781
	Iteration 40F: 3 clusters Score -6469871 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -6469877.000000 Penalty: 5368.925781
	Iteration 41Q: 3 clusters Score -6469877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -6469893.500000 Penalty: 5368.925781
	Iteration 42Q: 3 clusters Score -6469894 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -6469899.000000 Penalty: 5368.925781
	Iteration 43Q: 3 clusters Score -6469899 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -6469921.500000 Penalty: 5368.925781
	Iteration 44Q: 3 clusters Score -6469922 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -6469924.000000 Penalty: 5368.925781
	Iteration 45Q: 3 clusters Score -6469924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -6469940.000000 Penalty: 5368.925781
	Iteration 46Q: 3 clusters Score -6469940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -6469945.500000 Penalty: 5368.925781
	Iteration 47Q: 3 clusters Score -6469946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -6469948.500000 Penalty: 5368.925781
	Iteration 48Q: 3 clusters Score -6469948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -6469961.000000 Penalty: 5368.925781
	Iteration 49Q: 3 clusters Score -6469961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -6469969.000000 Penalty: 5368.925781
	Iteration 50Q: 3 clusters Score -6469969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -6469977.500000 Penalty: 5368.925781
	Iteration 51Q: 3 clusters Score -6469978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -6469976.500000 Penalty: 5368.925781
	Iteration 52Q: 3 clusters Score -6469976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -6469982.500000 Penalty: 5368.925781
	Iteration 53Q: 3 clusters Score -6469982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -6470005.500000 Penalty: 5368.925781
	Iteration 54Q: 3 clusters Score -6470006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -6470011.500000 Penalty: 5368.925781
	Iteration 55Q: 3 clusters Score -6470012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -6470024.500000 Penalty: 5368.925781
	Iteration 56Q: 3 clusters Score -6470024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -6470050.000000 Penalty: 5368.925781
	Iteration 57Q: 3 clusters Score -6470050 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -6470045.500000 Penalty: 5368.925781
	Iteration 58Q: 3 clusters Score -6470046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -6470039.500000 Penalty: 5368.925781
	Iteration 59Q: 3 clusters Score -6470040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -6470047.500000 Penalty: 5368.925781
	Iteration 60F: 3 clusters Score -6470048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -6470041.500000 Penalty: 5368.925781
	Iteration 61Q: 3 clusters Score -6470042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -6470050.000000 Penalty: 5368.925781
	Iteration 62Q: 3 clusters Score -6470050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -6470065.000000 Penalty: 5368.925781
	Iteration 63Q: 3 clusters Score -6470065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -6470054.500000 Penalty: 5368.925781
	Iteration 64Q: 3 clusters Score -6470054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -6470057.000000 Penalty: 5368.925781
	Iteration 65Q: 3 clusters Score -6470057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -6470058.000000 Penalty: 5368.925781
	Iteration 66Q: 3 clusters Score -6470058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -6470060.500000 Penalty: 5368.925781
	Iteration 67Q: 3 clusters Score -6470060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -6470063.500000 Penalty: 5368.925781
	Iteration 68Q: 3 clusters Score -6470064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -6470056.500000 Penalty: 5368.925781
	Iteration 69Q: 3 clusters Score -6470056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -6470062.000000 Penalty: 5368.925781
	Iteration 70Q: 3 clusters Score -6470062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -6470061.500000 Penalty: 5368.925781
	Iteration 71Q: 3 clusters Score -6470062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -6470065.500000 Penalty: 5368.925781
	Iteration 72Q: 3 clusters Score -6470066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -6470075.500000 Penalty: 5368.925781
	Iteration 73Q: 3 clusters Score -6470076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -6470068.500000 Penalty: 5368.925781
	Iteration 74Q: 3 clusters Score -6470068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -6470073.500000 Penalty: 5368.925781
	Iteration 75Q: 3 clusters Score -6470074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -6470073.500000 Penalty: 5368.925781
	Iteration 76F: 3 clusters Score -6470074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (152845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152845 members 
Entering Unmasked Estep 
Score: -19658078.000000 Penalty: 2960.420410
	Iteration 0F: 2 clusters Score -1.965808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76536 members 
Mstep: Class 2 contains 76309 members 
Entering Unmasked Estep 
Score: -19557226.000000 Penalty: 5920.840820
	Iteration 0F: 3 clusters Score -1.955723e+07 nChanged 72901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 73010 members 
Entering Unmasked Estep 
Score: -19599336.000000 Penalty: 5920.840820
	Iteration 1F: 3 clusters Score -1.959934e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81955 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -19600386.000000 Penalty: 5920.840820
	Iteration 2Q: 3 clusters Score -1.960039e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85180 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -19601750.000000 Penalty: 5920.840820
	Iteration 3Q: 3 clusters Score -1.960175e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89958 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -19603724.000000 Penalty: 5920.840820
	Iteration 4Q: 3 clusters Score -1.960372e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96807 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
Score: -19607318.000000 Penalty: 5920.840820
	Iteration 5F: 3 clusters Score -1.960732e+07 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106265 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -19613720.000000 Penalty: 5920.840820
	Iteration 6F: 3 clusters Score -1.961372e+07 nChanged 12026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118091 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -19622950.000000 Penalty: 5920.840820
	Iteration 7F: 3 clusters Score -1.962295e+07 nChanged 12710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130725 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -19634344.000000 Penalty: 5920.840820
	Iteration 8F: 3 clusters Score -1.963434e+07 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141406 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -19644650.000000 Penalty: 5920.840820
	Iteration 9F: 3 clusters Score -1.964465e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148012 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -19651052.000000 Penalty: 5920.840820
	Iteration 10Q: 3 clusters Score -1.965105e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151005 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -19653834.000000 Penalty: 5920.840820
	Iteration 11Q: 3 clusters Score -1.965383e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152058 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -19654918.000000 Penalty: 5920.840820
	Iteration 12Q: 3 clusters Score -1.965492e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152373 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -19655226.000000 Penalty: 5920.840820
	Iteration 13Q: 3 clusters Score -1.965523e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152477 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -19655292.000000 Penalty: 5920.840820
	Iteration 14Q: 3 clusters Score -1.965529e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152523 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19655340.000000 Penalty: 5920.840820
	Iteration 15Q: 3 clusters Score -1.965534e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152539 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -19655368.000000 Penalty: 5920.840820
	Iteration 16Q: 3 clusters Score -1.965537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152551 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -19655400.000000 Penalty: 5920.840820
	Iteration 17Q: 3 clusters Score -1.96554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152563 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19655416.000000 Penalty: 5920.840820
	Iteration 18Q: 3 clusters Score -1.965542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152566 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19655416.000000 Penalty: 5920.840820
	Iteration 19Q: 3 clusters Score -1.965542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152570 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19655426.000000 Penalty: 5920.840820
	Iteration 20F: 3 clusters Score -1.965543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152574 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -19655422.000000 Penalty: 5920.840820
	Iteration 21Q: 3 clusters Score -1.965542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152575 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -19655436.000000 Penalty: 5920.840820
	Iteration 22Q: 3 clusters Score -1.965544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152576 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19655434.000000 Penalty: 5920.840820
	Iteration 23Q: 3 clusters Score -1.965543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152577 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -19655444.000000 Penalty: 5920.840820
	Iteration 24Q: 3 clusters Score -1.965544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152578 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -19655438.000000 Penalty: 5920.840820
	Iteration 25Q: 3 clusters Score -1.965544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152580 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19655426.000000 Penalty: 5920.840820
	Iteration 26Q: 3 clusters Score -1.965543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152582 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -19655432.000000 Penalty: 5920.840820
	Iteration 27Q: 3 clusters Score -1.965543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152583 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19655424.000000 Penalty: 5920.840820
	Iteration 28Q: 3 clusters Score -1.965542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152583 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19655424.000000 Penalty: 5920.840820
	Iteration 29F: 3 clusters Score -1.965542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (100168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100168 members 
Entering Unmasked Estep 
Score: -12972105.000000 Penalty: 2855.621582
	Iteration 0F: 2 clusters Score -1.29721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -12905047.000000 Penalty: 5711.243164
	Iteration 0F: 3 clusters Score -1.290505e+07 nChanged 47482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -12932328.000000 Penalty: 5711.243164
	Iteration 1F: 3 clusters Score -1.293233e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -12932969.000000 Penalty: 5711.243164
	Iteration 2Q: 3 clusters Score -1.293297e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -12933674.000000 Penalty: 5711.243164
	Iteration 3Q: 3 clusters Score -1.293367e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -12934726.000000 Penalty: 5711.243164
	Iteration 4Q: 3 clusters Score -1.293473e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -12936260.000000 Penalty: 5711.243164
	Iteration 5Q: 3 clusters Score -1.293626e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 57017 members 
Entering Unmasked Estep 
Score: -12938828.000000 Penalty: 5711.243164
	Iteration 6F: 3 clusters Score -1.293883e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -12942198.000000 Penalty: 5711.243164
	Iteration 7F: 3 clusters Score -1.29422e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -12945961.000000 Penalty: 5711.243164
	Iteration 8F: 3 clusters Score -1.294596e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 67253 members 
Entering Unmasked Estep 
Score: -12949442.000000 Penalty: 5711.243164
	Iteration 9F: 3 clusters Score -1.294944e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 70194 members 
Entering Unmasked Estep 
Score: -12951908.000000 Penalty: 5711.243164
	Iteration 10F: 3 clusters Score -1.295191e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 72810 members 
Entering Unmasked Estep 
Score: -12953457.000000 Penalty: 5711.243164
	Iteration 11Q: 3 clusters Score -1.295346e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 75301 members 
Entering Unmasked Estep 
Score: -12954686.000000 Penalty: 5711.243164
	Iteration 12Q: 3 clusters Score -1.295469e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 77831 members 
Entering Unmasked Estep 
Score: -12955773.000000 Penalty: 5711.243164
	Iteration 13Q: 3 clusters Score -1.295577e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 80510 members 
Entering Unmasked Estep 
Score: -12956847.000000 Penalty: 5711.243164
	Iteration 14Q: 3 clusters Score -1.295685e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 83398 members 
Entering Unmasked Estep 
Score: -12958102.000000 Penalty: 5711.243164
	Iteration 15Q: 3 clusters Score -1.29581e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 86515 members 
Entering Unmasked Estep 
Score: -12959836.000000 Penalty: 5711.243164
	Iteration 16Q: 3 clusters Score -1.295984e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 89747 members 
Entering Unmasked Estep 
Score: -12961988.000000 Penalty: 5711.243164
	Iteration 17Q: 3 clusters Score -1.296199e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 92898 members 
Entering Unmasked Estep 
Score: -12964310.000000 Penalty: 5711.243164
	Iteration 18Q: 3 clusters Score -1.296431e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -12966453.000000 Penalty: 5711.243164
	Iteration 19Q: 3 clusters Score -1.296645e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 97398 members 
Entering Unmasked Estep 
Score: -12967790.000000 Penalty: 5711.243164
	Iteration 20F: 3 clusters Score -1.296779e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 98475 members 
Entering Unmasked Estep 
Score: -12968559.000000 Penalty: 5711.243164
	Iteration 21Q: 3 clusters Score -1.296856e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 99024 members 
Entering Unmasked Estep 
Score: -12969010.000000 Penalty: 5711.243164
	Iteration 22Q: 3 clusters Score -1.296901e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 99310 members 
Entering Unmasked Estep 
Score: -12969273.000000 Penalty: 5711.243164
	Iteration 23Q: 3 clusters Score -1.296927e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 99449 members 
Entering Unmasked Estep 
Score: -12969457.000000 Penalty: 5711.243164
	Iteration 24Q: 3 clusters Score -1.296946e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 99534 members 
Entering Unmasked Estep 
Score: -12969574.000000 Penalty: 5711.243164
	Iteration 25Q: 3 clusters Score -1.296957e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 99598 members 
Entering Unmasked Estep 
Score: -12969647.000000 Penalty: 5711.243164
	Iteration 26Q: 3 clusters Score -1.296965e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 99629 members 
Entering Unmasked Estep 
Score: -12969691.000000 Penalty: 5711.243164
	Iteration 27Q: 3 clusters Score -1.296969e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 99646 members 
Entering Unmasked Estep 
Score: -12969720.000000 Penalty: 5711.243164
	Iteration 28Q: 3 clusters Score -1.296972e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 99662 members 
Entering Unmasked Estep 
Score: -12969735.000000 Penalty: 5711.243164
	Iteration 29Q: 3 clusters Score -1.296974e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 99675 members 
Entering Unmasked Estep 
Score: -12969745.000000 Penalty: 5711.243164
	Iteration 30Q: 3 clusters Score -1.296974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 99681 members 
Entering Unmasked Estep 
Score: -12969747.000000 Penalty: 5711.243164
	Iteration 31Q: 3 clusters Score -1.296975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 99684 members 
Entering Unmasked Estep 
Score: -12969754.000000 Penalty: 5711.243164
	Iteration 32Q: 3 clusters Score -1.296975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 99687 members 
Entering Unmasked Estep 
Score: -12969762.000000 Penalty: 5711.243164
	Iteration 33Q: 3 clusters Score -1.296976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 99686 members 
Entering Unmasked Estep 
Score: -12969763.000000 Penalty: 5711.243164
	Iteration 34Q: 3 clusters Score -1.296976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 99686 members 
Entering Unmasked Estep 
Score: -12969763.000000 Penalty: 5711.243164
	Iteration 35Q: 3 clusters Score -1.296976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 99688 members 
Entering Unmasked Estep 
Score: -12969772.000000 Penalty: 5711.243164
	Iteration 36Q: 3 clusters Score -1.296977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 99688 members 
Entering Unmasked Estep 
Score: -12969772.000000 Penalty: 5711.243164
	Iteration 37F: 3 clusters Score -1.296977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Entering Unmasked Estep 
Score: -9862971.000000 Penalty: 2790.715332
	Iteration 0F: 2 clusters Score -9862971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -9811561.000000 Penalty: 5581.430664
	Iteration 0F: 3 clusters Score -9811561 nChanged 35920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -9832251.000000 Penalty: 5581.430664
	Iteration 1F: 3 clusters Score -9832251 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -9833434.000000 Penalty: 5581.430664
	Iteration 2Q: 3 clusters Score -9833434 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -9835633.000000 Penalty: 5581.430664
	Iteration 3F: 3 clusters Score -9835633 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -9838633.000000 Penalty: 5581.430664
	Iteration 4F: 3 clusters Score -9838633 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -9842402.000000 Penalty: 5581.430664
	Iteration 5F: 3 clusters Score -9842402 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -9845898.000000 Penalty: 5581.430664
	Iteration 6F: 3 clusters Score -9845898 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -9848823.000000 Penalty: 5581.430664
	Iteration 7F: 3 clusters Score -9848823 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 60303 members 
Entering Unmasked Estep 
Score: -9851124.000000 Penalty: 5581.430664
	Iteration 8F: 3 clusters Score -9851124 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 63248 members 
Entering Unmasked Estep 
Score: -9853079.000000 Penalty: 5581.430664
	Iteration 9Q: 3 clusters Score -9853079 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 65933 members 
Entering Unmasked Estep 
Score: -9854714.000000 Penalty: 5581.430664
	Iteration 10Q: 3 clusters Score -9854714 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 68365 members 
Entering Unmasked Estep 
Score: -9856237.000000 Penalty: 5581.430664
	Iteration 11Q: 3 clusters Score -9856237 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -9857623.000000 Penalty: 5581.430664
	Iteration 12Q: 3 clusters Score -9857623 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -9858741.000000 Penalty: 5581.430664
	Iteration 13Q: 3 clusters Score -9858741 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -9859553.000000 Penalty: 5581.430664
	Iteration 14Q: 3 clusters Score -9859553 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -9860105.000000 Penalty: 5581.430664
	Iteration 15Q: 3 clusters Score -9860105 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 74881 members 
Entering Unmasked Estep 
Score: -9860411.000000 Penalty: 5581.430664
	Iteration 16Q: 3 clusters Score -9860411 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 75240 members 
Entering Unmasked Estep 
Score: -9860618.000000 Penalty: 5581.430664
	Iteration 17Q: 3 clusters Score -9860618 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 75441 members 
Entering Unmasked Estep 
Score: -9860731.000000 Penalty: 5581.430664
	Iteration 18Q: 3 clusters Score -9860731 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
Score: -9860836.000000 Penalty: 5581.430664
	Iteration 19Q: 3 clusters Score -9860836 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 75676 members 
Entering Unmasked Estep 
Score: -9860884.000000 Penalty: 5581.430664
	Iteration 20F: 3 clusters Score -9860884 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 75740 members 
Entering Unmasked Estep 
Score: -9860924.000000 Penalty: 5581.430664
	Iteration 21Q: 3 clusters Score -9860924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 75779 members 
Entering Unmasked Estep 
Score: -9860947.000000 Penalty: 5581.430664
	Iteration 22Q: 3 clusters Score -9860947 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 75814 members 
Entering Unmasked Estep 
Score: -9860965.000000 Penalty: 5581.430664
	Iteration 23Q: 3 clusters Score -9860965 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -9860981.000000 Penalty: 5581.430664
	Iteration 24Q: 3 clusters Score -9860981 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 75872 members 
Entering Unmasked Estep 
Score: -9861004.000000 Penalty: 5581.430664
	Iteration 25Q: 3 clusters Score -9861004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 75882 members 
Entering Unmasked Estep 
Score: -9861022.000000 Penalty: 5581.430664
	Iteration 26Q: 3 clusters Score -9861022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 75882 members 
Entering Unmasked Estep 
Score: -9861023.000000 Penalty: 5581.430664
	Iteration 27Q: 3 clusters Score -9861023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 75882 members 
Entering Unmasked Estep 
Score: -9861029.000000 Penalty: 5581.430664
	Iteration 28Q: 3 clusters Score -9861029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -9861014.000000 Penalty: 5581.430664
	Iteration 29Q: 3 clusters Score -9861014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 75891 members 
Entering Unmasked Estep 
Score: -9861036.000000 Penalty: 5581.430664
	Iteration 30Q: 3 clusters Score -9861036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -9861034.000000 Penalty: 5581.430664
	Iteration 31Q: 3 clusters Score -9861034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 75888 members 
Entering Unmasked Estep 
Score: -9861035.000000 Penalty: 5581.430664
	Iteration 32Q: 3 clusters Score -9861035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 75888 members 
Entering Unmasked Estep 
Score: -9861033.000000 Penalty: 5581.430664
	Iteration 33Q: 3 clusters Score -9861033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 75888 members 
Entering Unmasked Estep 
Score: -9861031.000000 Penalty: 5581.430664
	Iteration 34Q: 3 clusters Score -9861031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 75888 members 
Entering Unmasked Estep 
Score: -9861035.000000 Penalty: 5581.430664
	Iteration 35Q: 3 clusters Score -9861035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 75892 members 
Entering Unmasked Estep 
Score: -9861038.000000 Penalty: 5581.430664
	Iteration 36Q: 3 clusters Score -9861038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -9861037.000000 Penalty: 5581.430664
	Iteration 37Q: 3 clusters Score -9861037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -9861034.000000 Penalty: 5581.430664
	Iteration 38Q: 3 clusters Score -9861034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -9861034.000000 Penalty: 5581.430664
	Iteration 39F: 3 clusters Score -9861034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (180060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180060 members 
Entering Unmasked Estep 
Score: -23098392.000000 Penalty: 3001.059326
	Iteration 0F: 2 clusters Score -2.309839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89847 members 
Mstep: Class 2 contains 90213 members 
Entering Unmasked Estep 
Score: -22978482.000000 Penalty: 6002.118652
	Iteration 0F: 3 clusters Score -2.297848e+07 nChanged 86440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 91573 members 
Entering Unmasked Estep 
Score: -23028678.000000 Penalty: 6002.118652
	Iteration 1F: 3 clusters Score -2.302868e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87387 members 
Mstep: Class 2 contains 92673 members 
Entering Unmasked Estep 
Score: -23029886.000000 Penalty: 6002.118652
	Iteration 2Q: 3 clusters Score -2.302989e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85562 members 
Mstep: Class 2 contains 94498 members 
Entering Unmasked Estep 
Score: -23031334.000000 Penalty: 6002.118652
	Iteration 3Q: 3 clusters Score -2.303133e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 97297 members 
Entering Unmasked Estep 
Score: -23033162.000000 Penalty: 6002.118652
	Iteration 4Q: 3 clusters Score -2.303316e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78457 members 
Mstep: Class 2 contains 101603 members 
Entering Unmasked Estep 
Score: -23035860.000000 Penalty: 6002.118652
	Iteration 5Q: 3 clusters Score -2.303586e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72055 members 
Mstep: Class 2 contains 108005 members 
Entering Unmasked Estep 
Score: -23040266.000000 Penalty: 6002.118652
	Iteration 6Q: 3 clusters Score -2.304027e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 116952 members 
Entering Unmasked Estep 
Score: -23047544.000000 Penalty: 6002.118652
	Iteration 7F: 3 clusters Score -2.304754e+07 nChanged 12594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 128122 members 
Entering Unmasked Estep 
Score: -23057740.000000 Penalty: 6002.118652
	Iteration 8F: 3 clusters Score -2.305774e+07 nChanged 12735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 139645 members 
Entering Unmasked Estep 
Score: -23069632.000000 Penalty: 6002.118652
	Iteration 9F: 3 clusters Score -2.306963e+07 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 149154 members 
Entering Unmasked Estep 
Score: -23079622.000000 Penalty: 6002.118652
	Iteration 10F: 3 clusters Score -2.307962e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 155575 members 
Entering Unmasked Estep 
Score: -23085724.000000 Penalty: 6002.118652
	Iteration 11Q: 3 clusters Score -2.308572e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 159956 members 
Entering Unmasked Estep 
Score: -23089180.000000 Penalty: 6002.118652
	Iteration 12Q: 3 clusters Score -2.308918e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 163161 members 
Entering Unmasked Estep 
Score: -23091304.000000 Penalty: 6002.118652
	Iteration 13Q: 3 clusters Score -2.30913e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 165698 members 
Entering Unmasked Estep 
Score: -23092702.000000 Penalty: 6002.118652
	Iteration 14Q: 3 clusters Score -2.30927e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 167745 members 
Entering Unmasked Estep 
Score: -23093742.000000 Penalty: 6002.118652
	Iteration 15Q: 3 clusters Score -2.309374e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 169382 members 
Entering Unmasked Estep 
Score: -23094454.000000 Penalty: 6002.118652
	Iteration 16Q: 3 clusters Score -2.309445e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 170697 members 
Entering Unmasked Estep 
Score: -23094930.000000 Penalty: 6002.118652
	Iteration 17Q: 3 clusters Score -2.309493e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 171727 members 
Entering Unmasked Estep 
Score: -23095382.000000 Penalty: 6002.118652
	Iteration 18Q: 3 clusters Score -2.309538e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 172573 members 
Entering Unmasked Estep 
Score: -23095596.000000 Penalty: 6002.118652
	Iteration 19Q: 3 clusters Score -2.30956e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 173290 members 
Entering Unmasked Estep 
Score: -23095836.000000 Penalty: 6002.118652
	Iteration 20F: 3 clusters Score -2.309584e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 173834 members 
Entering Unmasked Estep 
Score: -23096002.000000 Penalty: 6002.118652
	Iteration 21Q: 3 clusters Score -2.3096e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 174304 members 
Entering Unmasked Estep 
Score: -23096188.000000 Penalty: 6002.118652
	Iteration 22Q: 3 clusters Score -2.309619e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 174665 members 
Entering Unmasked Estep 
Score: -23096248.000000 Penalty: 6002.118652
	Iteration 23Q: 3 clusters Score -2.309625e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 174973 members 
Entering Unmasked Estep 
Score: -23096346.000000 Penalty: 6002.118652
	Iteration 24Q: 3 clusters Score -2.309635e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 175253 members 
Entering Unmasked Estep 
Score: -23096442.000000 Penalty: 6002.118652
	Iteration 25Q: 3 clusters Score -2.309644e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 175482 members 
Entering Unmasked Estep 
Score: -23096486.000000 Penalty: 6002.118652
	Iteration 26Q: 3 clusters Score -2.309649e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 175689 members 
Entering Unmasked Estep 
Score: -23096542.000000 Penalty: 6002.118652
	Iteration 27Q: 3 clusters Score -2.309654e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 175825 members 
Entering Unmasked Estep 
Score: -23096626.000000 Penalty: 6002.118652
	Iteration 28Q: 3 clusters Score -2.309663e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 175944 members 
Entering Unmasked Estep 
Score: -23096642.000000 Penalty: 6002.118652
	Iteration 29Q: 3 clusters Score -2.309664e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 176029 members 
Entering Unmasked Estep 
Score: -23096656.000000 Penalty: 6002.118652
	Iteration 30Q: 3 clusters Score -2.309666e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 176091 members 
Entering Unmasked Estep 
Score: -23096682.000000 Penalty: 6002.118652
	Iteration 31Q: 3 clusters Score -2.309668e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 176140 members 
Entering Unmasked Estep 
Score: -23096638.000000 Penalty: 6002.118652
	Iteration 32Q: 3 clusters Score -2.309664e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 176200 members 
Entering Unmasked Estep 
Score: -23096652.000000 Penalty: 6002.118652
	Iteration 33Q: 3 clusters Score -2.309665e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 176247 members 
Entering Unmasked Estep 
Score: -23096664.000000 Penalty: 6002.118652
	Iteration 34Q: 3 clusters Score -2.309666e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 176279 members 
Entering Unmasked Estep 
Score: -23096646.000000 Penalty: 6002.118652
	Iteration 35Q: 3 clusters Score -2.309665e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 176318 members 
Entering Unmasked Estep 
Score: -23096648.000000 Penalty: 6002.118652
	Iteration 36Q: 3 clusters Score -2.309665e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 176347 members 
Entering Unmasked Estep 
Score: -23096680.000000 Penalty: 6002.118652
	Iteration 37Q: 3 clusters Score -2.309668e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 176378 members 
Entering Unmasked Estep 
Score: -23096694.000000 Penalty: 6002.118652
	Iteration 38Q: 3 clusters Score -2.309669e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 176411 members 
Entering Unmasked Estep 
Score: -23096732.000000 Penalty: 6002.118652
	Iteration 39Q: 3 clusters Score -2.309673e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 176429 members 
Entering Unmasked Estep 
Score: -23096746.000000 Penalty: 6002.118652
	Iteration 40F: 3 clusters Score -2.309675e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 176456 members 
Entering Unmasked Estep 
Score: -23096736.000000 Penalty: 6002.118652
	Iteration 41Q: 3 clusters Score -2.309674e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 176479 members 
Entering Unmasked Estep 
Score: -23096748.000000 Penalty: 6002.118652
	Iteration 42Q: 3 clusters Score -2.309675e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 176488 members 
Entering Unmasked Estep 
Score: -23096752.000000 Penalty: 6002.118652
	Iteration 43Q: 3 clusters Score -2.309675e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 176497 members 
Entering Unmasked Estep 
Score: -23096724.000000 Penalty: 6002.118652
	Iteration 44Q: 3 clusters Score -2.309672e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 176503 members 
Entering Unmasked Estep 
Score: -23096736.000000 Penalty: 6002.118652
	Iteration 45Q: 3 clusters Score -2.309674e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 176511 members 
Entering Unmasked Estep 
Score: -23096734.000000 Penalty: 6002.118652
	Iteration 46Q: 3 clusters Score -2.309673e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 176523 members 
Entering Unmasked Estep 
Score: -23096768.000000 Penalty: 6002.118652
	Iteration 47Q: 3 clusters Score -2.309677e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 176530 members 
Entering Unmasked Estep 
Score: -23096758.000000 Penalty: 6002.118652
	Iteration 48Q: 3 clusters Score -2.309676e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 176545 members 
Entering Unmasked Estep 
Score: -23096760.000000 Penalty: 6002.118652
	Iteration 49Q: 3 clusters Score -2.309676e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 176556 members 
Entering Unmasked Estep 
Score: -23096758.000000 Penalty: 6002.118652
	Iteration 50Q: 3 clusters Score -2.309676e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 176564 members 
Entering Unmasked Estep 
Score: -23096762.000000 Penalty: 6002.118652
	Iteration 51Q: 3 clusters Score -2.309676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 176570 members 
Entering Unmasked Estep 
Score: -23096776.000000 Penalty: 6002.118652
	Iteration 52Q: 3 clusters Score -2.309678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 176581 members 
Entering Unmasked Estep 
Score: -23096762.000000 Penalty: 6002.118652
	Iteration 53Q: 3 clusters Score -2.309676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 176589 members 
Entering Unmasked Estep 
Score: -23096748.000000 Penalty: 6002.118652
	Iteration 54Q: 3 clusters Score -2.309675e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 176596 members 
Entering Unmasked Estep 
Score: -23096772.000000 Penalty: 6002.118652
	Iteration 55Q: 3 clusters Score -2.309677e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 176606 members 
Entering Unmasked Estep 
Score: -23096770.000000 Penalty: 6002.118652
	Iteration 56Q: 3 clusters Score -2.309677e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 176624 members 
Entering Unmasked Estep 
Score: -23096756.000000 Penalty: 6002.118652
	Iteration 57Q: 3 clusters Score -2.309676e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 176636 members 
Entering Unmasked Estep 
Score: -23096790.000000 Penalty: 6002.118652
	Iteration 58Q: 3 clusters Score -2.309679e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 176649 members 
Entering Unmasked Estep 
Score: -23096788.000000 Penalty: 6002.118652
	Iteration 59Q: 3 clusters Score -2.309679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 176654 members 
Entering Unmasked Estep 
Score: -23096780.000000 Penalty: 6002.118652
	Iteration 60F: 3 clusters Score -2.309678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 176662 members 
Entering Unmasked Estep 
Score: -23096800.000000 Penalty: 6002.118652
	Iteration 61Q: 3 clusters Score -2.30968e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 176665 members 
Entering Unmasked Estep 
Score: -23096798.000000 Penalty: 6002.118652
	Iteration 62Q: 3 clusters Score -2.30968e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 176665 members 
Entering Unmasked Estep 
Score: -23096786.000000 Penalty: 6002.118652
	Iteration 63Q: 3 clusters Score -2.309679e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 176667 members 
Entering Unmasked Estep 
Score: -23096810.000000 Penalty: 6002.118652
	Iteration 64Q: 3 clusters Score -2.309681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 176674 members 
Entering Unmasked Estep 
Score: -23096800.000000 Penalty: 6002.118652
	Iteration 65Q: 3 clusters Score -2.30968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 176675 members 
Entering Unmasked Estep 
Score: -23096794.000000 Penalty: 6002.118652
	Iteration 66Q: 3 clusters Score -2.309679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 176675 members 
Entering Unmasked Estep 
Score: -23096796.000000 Penalty: 6002.118652
	Iteration 67Q: 3 clusters Score -2.30968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 176674 members 
Entering Unmasked Estep 
Score: -23096796.000000 Penalty: 6002.118652
	Iteration 68Q: 3 clusters Score -2.30968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 176674 members 
Entering Unmasked Estep 
Score: -23096798.000000 Penalty: 6002.118652
	Iteration 69Q: 3 clusters Score -2.30968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 176675 members 
Entering Unmasked Estep 
Score: -23096804.000000 Penalty: 6002.118652
	Iteration 70Q: 3 clusters Score -2.30968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 176675 members 
Entering Unmasked Estep 
Score: -23096798.000000 Penalty: 6002.118652
	Iteration 71Q: 3 clusters Score -2.30968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 176674 members 
Entering Unmasked Estep 
Score: -23096794.000000 Penalty: 6002.118652
	Iteration 72Q: 3 clusters Score -2.309679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 176674 members 
Entering Unmasked Estep 
Score: -23096802.000000 Penalty: 6002.118652
	Iteration 73Q: 3 clusters Score -2.30968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 176674 members 
Entering Unmasked Estep 
Score: -23096806.000000 Penalty: 6002.118652
	Iteration 74Q: 3 clusters Score -2.309681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 176678 members 
Entering Unmasked Estep 
Score: -23096808.000000 Penalty: 6002.118652
	Iteration 75Q: 3 clusters Score -2.309681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 176681 members 
Entering Unmasked Estep 
Score: -23096814.000000 Penalty: 6002.118652
	Iteration 76Q: 3 clusters Score -2.309681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 176689 members 
Entering Unmasked Estep 
Score: -23096840.000000 Penalty: 6002.118652
	Iteration 77Q: 3 clusters Score -2.309684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 176692 members 
Entering Unmasked Estep 
Score: -23096818.000000 Penalty: 6002.118652
	Iteration 78Q: 3 clusters Score -2.309682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 176695 members 
Entering Unmasked Estep 
Score: -23096822.000000 Penalty: 6002.118652
	Iteration 79Q: 3 clusters Score -2.309682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 176698 members 
Entering Unmasked Estep 
Score: -23096816.000000 Penalty: 6002.118652
	Iteration 80F: 3 clusters Score -2.309682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 176701 members 
Entering Unmasked Estep 
Score: -23096822.000000 Penalty: 6002.118652
	Iteration 81Q: 3 clusters Score -2.309682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 176705 members 
Entering Unmasked Estep 
Score: -23096828.000000 Penalty: 6002.118652
	Iteration 82Q: 3 clusters Score -2.309683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 176709 members 
Entering Unmasked Estep 
Score: -23096824.000000 Penalty: 6002.118652
	Iteration 83Q: 3 clusters Score -2.309682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 176704 members 
Entering Unmasked Estep 
Score: -23096824.000000 Penalty: 6002.118652
	Iteration 84Q: 3 clusters Score -2.309682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 176700 members 
Entering Unmasked Estep 
Score: -23096822.000000 Penalty: 6002.118652
	Iteration 85Q: 3 clusters Score -2.309682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 176701 members 
Entering Unmasked Estep 
Score: -23096840.000000 Penalty: 6002.118652
	Iteration 86Q: 3 clusters Score -2.309684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 176704 members 
Entering Unmasked Estep 
Score: -23096844.000000 Penalty: 6002.118652
	Iteration 87Q: 3 clusters Score -2.309684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 176704 members 
Entering Unmasked Estep 
Score: -23096850.000000 Penalty: 6002.118652
	Iteration 88Q: 3 clusters Score -2.309685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 176703 members 
Entering Unmasked Estep 
Score: -23096842.000000 Penalty: 6002.118652
	Iteration 89Q: 3 clusters Score -2.309684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 176703 members 
Entering Unmasked Estep 
Score: -23096850.000000 Penalty: 6002.118652
	Iteration 90Q: 3 clusters Score -2.309685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 176703 members 
Entering Unmasked Estep 
Score: -23096850.000000 Penalty: 6002.118652
	Iteration 91F: 3 clusters Score -2.309685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Entering Unmasked Estep 
Score: -988730.187500 Penalty: 2226.989014
	Iteration 0F: 2 clusters Score -988730.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -982390.437500 Penalty: 4453.978027
	Iteration 0F: 3 clusters Score -982390.4 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -984102.750000 Penalty: 4453.978027
	Iteration 1F: 3 clusters Score -984102.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -984349.000000 Penalty: 4453.978027
	Iteration 2F: 3 clusters Score -984349 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -984522.812500 Penalty: 4453.978027
	Iteration 3Q: 3 clusters Score -984522.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -984661.812500 Penalty: 4453.978027
	Iteration 4Q: 3 clusters Score -984661.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -984802.937500 Penalty: 4453.978027
	Iteration 5Q: 3 clusters Score -984802.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -984954.375000 Penalty: 4453.978027
	Iteration 6Q: 3 clusters Score -984954.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -985137.812500 Penalty: 4453.978027
	Iteration 7Q: 3 clusters Score -985137.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -985349.687500 Penalty: 4453.978027
	Iteration 8Q: 3 clusters Score -985349.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -985589.500000 Penalty: 4453.978027
	Iteration 9Q: 3 clusters Score -985589.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -985806.500000 Penalty: 4453.978027
	Iteration 10Q: 3 clusters Score -985806.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -986005.375000 Penalty: 4453.978027
	Iteration 11Q: 3 clusters Score -986005.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -986199.187500 Penalty: 4453.978027
	Iteration 12Q: 3 clusters Score -986199.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -986343.687500 Penalty: 4453.978027
	Iteration 13Q: 3 clusters Score -986343.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -986441.250000 Penalty: 4453.978027
	Iteration 14Q: 3 clusters Score -986441.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -986506.937500 Penalty: 4453.978027
	Iteration 15Q: 3 clusters Score -986506.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -986555.687500 Penalty: 4453.978027
	Iteration 16Q: 3 clusters Score -986555.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -986605.750000 Penalty: 4453.978027
	Iteration 17Q: 3 clusters Score -986605.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -986649.062500 Penalty: 4453.978027
	Iteration 18Q: 3 clusters Score -986649.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -986670.750000 Penalty: 4453.978027
	Iteration 19Q: 3 clusters Score -986670.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -986693.375000 Penalty: 4453.978027
	Iteration 20F: 3 clusters Score -986693.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -986703.187500 Penalty: 4453.978027
	Iteration 21Q: 3 clusters Score -986703.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -986714.000000 Penalty: 4453.978027
	Iteration 22Q: 3 clusters Score -986714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -986725.062500 Penalty: 4453.978027
	Iteration 23Q: 3 clusters Score -986725.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -986730.250000 Penalty: 4453.978027
	Iteration 24Q: 3 clusters Score -986730.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -986738.625000 Penalty: 4453.978027
	Iteration 25Q: 3 clusters Score -986738.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -986739.500000 Penalty: 4453.978027
	Iteration 26Q: 3 clusters Score -986739.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -986742.875000 Penalty: 4453.978027
	Iteration 27Q: 3 clusters Score -986742.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -986744.562500 Penalty: 4453.978027
	Iteration 28Q: 3 clusters Score -986744.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -986747.812500 Penalty: 4453.978027
	Iteration 29Q: 3 clusters Score -986747.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -986751.000000 Penalty: 4453.978027
	Iteration 30Q: 3 clusters Score -986751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -986757.312500 Penalty: 4453.978027
	Iteration 31Q: 3 clusters Score -986757.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -986758.375000 Penalty: 4453.978027
	Iteration 32Q: 3 clusters Score -986758.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -986759.312500 Penalty: 4453.978027
	Iteration 33Q: 3 clusters Score -986759.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -986761.750000 Penalty: 4453.978027
	Iteration 34Q: 3 clusters Score -986761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -986764.062500 Penalty: 4453.978027
	Iteration 35Q: 3 clusters Score -986764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -986763.125000 Penalty: 4453.978027
	Iteration 36Q: 3 clusters Score -986763.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -986763.500000 Penalty: 4453.978027
	Iteration 37Q: 3 clusters Score -986763.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -986765.875000 Penalty: 4453.978027
	Iteration 38Q: 3 clusters Score -986765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -986766.250000 Penalty: 4453.978027
	Iteration 39Q: 3 clusters Score -986766.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -986769.187500 Penalty: 4453.978027
	Iteration 40F: 3 clusters Score -986769.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -986769.500000 Penalty: 4453.978027
	Iteration 41Q: 3 clusters Score -986769.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -986771.437500 Penalty: 4453.978027
	Iteration 42Q: 3 clusters Score -986771.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -986771.687500 Penalty: 4453.978027
	Iteration 43Q: 3 clusters Score -986771.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -986771.625000 Penalty: 4453.978027
	Iteration 44Q: 3 clusters Score -986771.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -986772.125000 Penalty: 4453.978027
	Iteration 45Q: 3 clusters Score -986772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -986772.375000 Penalty: 4453.978027
	Iteration 46Q: 3 clusters Score -986772.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -986772.375000 Penalty: 4453.978027
	Iteration 47F: 3 clusters Score -986772.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Entering Unmasked Estep 
Score: -1940017.375000 Penalty: 2381.508301
	Iteration 0F: 2 clusters Score -1940017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1929353.875000 Penalty: 4763.016602
	Iteration 0F: 3 clusters Score -1929354 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1932713.750000 Penalty: 4763.016602
	Iteration 1F: 3 clusters Score -1932714 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1933019.000000 Penalty: 4763.016602
	Iteration 2F: 3 clusters Score -1933019 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1933256.375000 Penalty: 4763.016602
	Iteration 3Q: 3 clusters Score -1933256 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1933480.500000 Penalty: 4763.016602
	Iteration 4Q: 3 clusters Score -1933480 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1933720.125000 Penalty: 4763.016602
	Iteration 5Q: 3 clusters Score -1933720 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1934028.125000 Penalty: 4763.016602
	Iteration 6Q: 3 clusters Score -1934028 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1934400.125000 Penalty: 4763.016602
	Iteration 7Q: 3 clusters Score -1934400 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1934835.125000 Penalty: 4763.016602
	Iteration 8Q: 3 clusters Score -1934835 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1935367.250000 Penalty: 4763.016602
	Iteration 9F: 3 clusters Score -1935367 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1935968.875000 Penalty: 4763.016602
	Iteration 10F: 3 clusters Score -1935969 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1936553.375000 Penalty: 4763.016602
	Iteration 11Q: 3 clusters Score -1936553 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1937037.250000 Penalty: 4763.016602
	Iteration 12Q: 3 clusters Score -1937037 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1937412.875000 Penalty: 4763.016602
	Iteration 13Q: 3 clusters Score -1937413 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1937634.375000 Penalty: 4763.016602
	Iteration 14Q: 3 clusters Score -1937634 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1937770.250000 Penalty: 4763.016602
	Iteration 15Q: 3 clusters Score -1937770 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1937846.000000 Penalty: 4763.016602
	Iteration 16Q: 3 clusters Score -1937846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1937892.750000 Penalty: 4763.016602
	Iteration 17Q: 3 clusters Score -1937893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1937915.625000 Penalty: 4763.016602
	Iteration 18Q: 3 clusters Score -1937916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1937928.625000 Penalty: 4763.016602
	Iteration 19Q: 3 clusters Score -1937929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1937938.000000 Penalty: 4763.016602
	Iteration 20F: 3 clusters Score -1937938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1937954.500000 Penalty: 4763.016602
	Iteration 21Q: 3 clusters Score -1937954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1937960.125000 Penalty: 4763.016602
	Iteration 22Q: 3 clusters Score -1937960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1937969.750000 Penalty: 4763.016602
	Iteration 23Q: 3 clusters Score -1937970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1937970.500000 Penalty: 4763.016602
	Iteration 24Q: 3 clusters Score -1937970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1937972.875000 Penalty: 4763.016602
	Iteration 25Q: 3 clusters Score -1937973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1937979.250000 Penalty: 4763.016602
	Iteration 26Q: 3 clusters Score -1937979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1937984.000000 Penalty: 4763.016602
	Iteration 27Q: 3 clusters Score -1937984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1937987.375000 Penalty: 4763.016602
	Iteration 28Q: 3 clusters Score -1937987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1937992.500000 Penalty: 4763.016602
	Iteration 29Q: 3 clusters Score -1937992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1937993.375000 Penalty: 4763.016602
	Iteration 30Q: 3 clusters Score -1937993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1937995.125000 Penalty: 4763.016602
	Iteration 31Q: 3 clusters Score -1937995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1937995.625000 Penalty: 4763.016602
	Iteration 32Q: 3 clusters Score -1937996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1937996.000000 Penalty: 4763.016602
	Iteration 33Q: 3 clusters Score -1937996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1937996.875000 Penalty: 4763.016602
	Iteration 34Q: 3 clusters Score -1937997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1937996.875000 Penalty: 4763.016602
	Iteration 35F: 3 clusters Score -1937997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -31967.218750 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -31967.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30759.406250 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -30759.41 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31151.207031 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -31151.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -31310.275391 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -31310.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31489.162109 Penalty: 2916.744385
	Iteration 3F: 3 clusters Score -31489.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31564.134766 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -31564.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -31623.992188 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -31623.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -31634.132812 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -31634.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -31649.382812 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -31649.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -31655.701172 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -31655.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -31655.701172 Penalty: 2916.744385
	Iteration 9F: 3 clusters Score -31655.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Entering Unmasked Estep 
Score: -634848.062500 Penalty: 2115.418213
	Iteration 0F: 2 clusters Score -634848.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -630297.312500 Penalty: 4230.836426
	Iteration 0F: 3 clusters Score -630297.3 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -631302.375000 Penalty: 4230.836426
	Iteration 1F: 3 clusters Score -631302.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -631514.187500 Penalty: 4230.836426
	Iteration 2F: 3 clusters Score -631514.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -631646.312500 Penalty: 4230.836426
	Iteration 3Q: 3 clusters Score -631646.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -631754.312500 Penalty: 4230.836426
	Iteration 4Q: 3 clusters Score -631754.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -631868.812500 Penalty: 4230.836426
	Iteration 5Q: 3 clusters Score -631868.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -631993.062500 Penalty: 4230.836426
	Iteration 6Q: 3 clusters Score -631993.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -632105.312500 Penalty: 4230.836426
	Iteration 7Q: 3 clusters Score -632105.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -632218.312500 Penalty: 4230.836426
	Iteration 8Q: 3 clusters Score -632218.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -632331.812500 Penalty: 4230.836426
	Iteration 9Q: 3 clusters Score -632331.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -632431.250000 Penalty: 4230.836426
	Iteration 10Q: 3 clusters Score -632431.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -632535.062500 Penalty: 4230.836426
	Iteration 11Q: 3 clusters Score -632535.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -632627.375000 Penalty: 4230.836426
	Iteration 12Q: 3 clusters Score -632627.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -632705.375000 Penalty: 4230.836426
	Iteration 13Q: 3 clusters Score -632705.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -632761.375000 Penalty: 4230.836426
	Iteration 14Q: 3 clusters Score -632761.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -632804.875000 Penalty: 4230.836426
	Iteration 15Q: 3 clusters Score -632804.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -632834.062500 Penalty: 4230.836426
	Iteration 16Q: 3 clusters Score -632834.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -632854.312500 Penalty: 4230.836426
	Iteration 17Q: 3 clusters Score -632854.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -632875.812500 Penalty: 4230.836426
	Iteration 18Q: 3 clusters Score -632875.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -632890.875000 Penalty: 4230.836426
	Iteration 19Q: 3 clusters Score -632890.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -632903.125000 Penalty: 4230.836426
	Iteration 20F: 3 clusters Score -632903.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -632912.062500 Penalty: 4230.836426
	Iteration 21Q: 3 clusters Score -632912.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -632920.375000 Penalty: 4230.836426
	Iteration 22Q: 3 clusters Score -632920.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -632925.750000 Penalty: 4230.836426
	Iteration 23Q: 3 clusters Score -632925.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -632931.687500 Penalty: 4230.836426
	Iteration 24Q: 3 clusters Score -632931.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -632935.625000 Penalty: 4230.836426
	Iteration 25Q: 3 clusters Score -632935.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -632936.687500 Penalty: 4230.836426
	Iteration 26Q: 3 clusters Score -632936.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -632941.062500 Penalty: 4230.836426
	Iteration 27Q: 3 clusters Score -632941.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -632945.875000 Penalty: 4230.836426
	Iteration 28Q: 3 clusters Score -632945.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -632950.625000 Penalty: 4230.836426
	Iteration 29Q: 3 clusters Score -632950.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -632958.562500 Penalty: 4230.836426
	Iteration 30Q: 3 clusters Score -632958.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -632962.187500 Penalty: 4230.836426
	Iteration 31Q: 3 clusters Score -632962.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -632966.250000 Penalty: 4230.836426
	Iteration 32Q: 3 clusters Score -632966.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -632971.437500 Penalty: 4230.836426
	Iteration 33Q: 3 clusters Score -632971.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -632975.000000 Penalty: 4230.836426
	Iteration 34Q: 3 clusters Score -632975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -632980.312500 Penalty: 4230.836426
	Iteration 35Q: 3 clusters Score -632980.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -632985.312500 Penalty: 4230.836426
	Iteration 36Q: 3 clusters Score -632985.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -632986.750000 Penalty: 4230.836426
	Iteration 37Q: 3 clusters Score -632986.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -632988.187500 Penalty: 4230.836426
	Iteration 38Q: 3 clusters Score -632988.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -632990.312500 Penalty: 4230.836426
	Iteration 39Q: 3 clusters Score -632990.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -632992.125000 Penalty: 4230.836426
	Iteration 40F: 3 clusters Score -632992.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -632994.250000 Penalty: 4230.836426
	Iteration 41Q: 3 clusters Score -632994.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -632994.250000 Penalty: 4230.836426
	Iteration 42Q: 3 clusters Score -632994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -632994.000000 Penalty: 4230.836426
	Iteration 43Q: 3 clusters Score -632994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -632996.000000 Penalty: 4230.836426
	Iteration 44Q: 3 clusters Score -632996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -632995.812500 Penalty: 4230.836426
	Iteration 45Q: 3 clusters Score -632995.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -632995.812500 Penalty: 4230.836426
	Iteration 46F: 3 clusters Score -632995.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Entering Unmasked Estep 
Score: -1113891.875000 Penalty: 2253.979004
	Iteration 0F: 2 clusters Score -1113892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1107041.125000 Penalty: 4507.958008
	Iteration 0F: 3 clusters Score -1107041 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1108912.375000 Penalty: 4507.958008
	Iteration 1F: 3 clusters Score -1108912 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1109192.875000 Penalty: 4507.958008
	Iteration 2F: 3 clusters Score -1109193 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1109409.875000 Penalty: 4507.958008
	Iteration 3Q: 3 clusters Score -1109410 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1109568.000000 Penalty: 4507.958008
	Iteration 4Q: 3 clusters Score -1109568 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1109696.750000 Penalty: 4507.958008
	Iteration 5Q: 3 clusters Score -1109697 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1109817.625000 Penalty: 4507.958008
	Iteration 6Q: 3 clusters Score -1109818 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1109961.500000 Penalty: 4507.958008
	Iteration 7Q: 3 clusters Score -1109962 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1110115.125000 Penalty: 4507.958008
	Iteration 8Q: 3 clusters Score -1110115 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1110265.625000 Penalty: 4507.958008
	Iteration 9Q: 3 clusters Score -1110266 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1110423.125000 Penalty: 4507.958008
	Iteration 10Q: 3 clusters Score -1110423 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1110598.375000 Penalty: 4507.958008
	Iteration 11Q: 3 clusters Score -1110598 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1110813.250000 Penalty: 4507.958008
	Iteration 12Q: 3 clusters Score -1110813 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1111015.250000 Penalty: 4507.958008
	Iteration 13Q: 3 clusters Score -1111015 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1111221.000000 Penalty: 4507.958008
	Iteration 14Q: 3 clusters Score -1111221 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1111383.625000 Penalty: 4507.958008
	Iteration 15Q: 3 clusters Score -1111384 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1111518.000000 Penalty: 4507.958008
	Iteration 16Q: 3 clusters Score -1111518 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1111601.750000 Penalty: 4507.958008
	Iteration 17Q: 3 clusters Score -1111602 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1111678.125000 Penalty: 4507.958008
	Iteration 18Q: 3 clusters Score -1111678 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1111739.250000 Penalty: 4507.958008
	Iteration 19Q: 3 clusters Score -1111739 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1111783.125000 Penalty: 4507.958008
	Iteration 20F: 3 clusters Score -1111783 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1111811.625000 Penalty: 4507.958008
	Iteration 21Q: 3 clusters Score -1111812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1111833.625000 Penalty: 4507.958008
	Iteration 22Q: 3 clusters Score -1111834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1111855.500000 Penalty: 4507.958008
	Iteration 23Q: 3 clusters Score -1111856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1111869.375000 Penalty: 4507.958008
	Iteration 24Q: 3 clusters Score -1111869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1111876.250000 Penalty: 4507.958008
	Iteration 25Q: 3 clusters Score -1111876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1111890.750000 Penalty: 4507.958008
	Iteration 26Q: 3 clusters Score -1111891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1111906.375000 Penalty: 4507.958008
	Iteration 27Q: 3 clusters Score -1111906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1111921.375000 Penalty: 4507.958008
	Iteration 28Q: 3 clusters Score -1111921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1111933.500000 Penalty: 4507.958008
	Iteration 29Q: 3 clusters Score -1111934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1111941.500000 Penalty: 4507.958008
	Iteration 30Q: 3 clusters Score -1111942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1111948.125000 Penalty: 4507.958008
	Iteration 31Q: 3 clusters Score -1111948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1111961.750000 Penalty: 4507.958008
	Iteration 32Q: 3 clusters Score -1111962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1111971.125000 Penalty: 4507.958008
	Iteration 33Q: 3 clusters Score -1111971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1111977.375000 Penalty: 4507.958008
	Iteration 34Q: 3 clusters Score -1111977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1111984.000000 Penalty: 4507.958008
	Iteration 35Q: 3 clusters Score -1111984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1111987.875000 Penalty: 4507.958008
	Iteration 36Q: 3 clusters Score -1111988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1111992.125000 Penalty: 4507.958008
	Iteration 37Q: 3 clusters Score -1111992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1111995.875000 Penalty: 4507.958008
	Iteration 38Q: 3 clusters Score -1111996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1111997.875000 Penalty: 4507.958008
	Iteration 39Q: 3 clusters Score -1111998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1112002.375000 Penalty: 4507.958008
	Iteration 40F: 3 clusters Score -1112002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1112008.125000 Penalty: 4507.958008
	Iteration 41Q: 3 clusters Score -1112008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1112009.125000 Penalty: 4507.958008
	Iteration 42Q: 3 clusters Score -1112009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1112010.250000 Penalty: 4507.958008
	Iteration 43Q: 3 clusters Score -1112010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1112011.250000 Penalty: 4507.958008
	Iteration 44Q: 3 clusters Score -1112011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1112011.250000 Penalty: 4507.958008
	Iteration 45F: 3 clusters Score -1112011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -113747.031250 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -113747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -111848.265625 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -111848.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -112169.960938 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -112170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -112282.976562 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -112283 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -112363.804688 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -112363.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112435.937500 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -112435.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -112504.609375 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -112504.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -112565.070312 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -112565.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -112624.578125 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -112624.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -112661.484375 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -112661.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -112695.265625 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -112695.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -112720.984375 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -112721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -112745.421875 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -112745.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -112759.656250 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -112759.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -112773.578125 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -112773.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -112794.375000 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -112794.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -112811.703125 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -112811.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -112823.429688 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -112823.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -112828.164062 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -112828.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -112838.656250 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -112838.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -112841.546875 Penalty: 3399.759766
	Iteration 19Q: 3 clusters Score -112841.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -112845.156250 Penalty: 3399.759766
	Iteration 20F: 3 clusters Score -112845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -112849.328125 Penalty: 3399.759766
	Iteration 21Q: 3 clusters Score -112849.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -112849.328125 Penalty: 3399.759766
	Iteration 22F: 3 clusters Score -112849.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Entering Unmasked Estep 
Score: -2256696.750000 Penalty: 2422.040527
	Iteration 0F: 2 clusters Score -2256697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2244301.750000 Penalty: 4844.081055
	Iteration 0F: 3 clusters Score -2244302 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2248414.250000 Penalty: 4844.081055
	Iteration 1F: 3 clusters Score -2248414 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2248749.500000 Penalty: 4844.081055
	Iteration 2F: 3 clusters Score -2248750 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2249049.750000 Penalty: 4844.081055
	Iteration 3Q: 3 clusters Score -2249050 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2249365.750000 Penalty: 4844.081055
	Iteration 4Q: 3 clusters Score -2249366 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2249732.250000 Penalty: 4844.081055
	Iteration 5Q: 3 clusters Score -2249732 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2250173.250000 Penalty: 4844.081055
	Iteration 6Q: 3 clusters Score -2250173 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2250780.750000 Penalty: 4844.081055
	Iteration 7F: 3 clusters Score -2250781 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2251449.750000 Penalty: 4844.081055
	Iteration 8F: 3 clusters Score -2251450 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2252090.500000 Penalty: 4844.081055
	Iteration 9F: 3 clusters Score -2252090 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2252667.750000 Penalty: 4844.081055
	Iteration 10F: 3 clusters Score -2252668 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2253071.750000 Penalty: 4844.081055
	Iteration 11Q: 3 clusters Score -2253072 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2253422.000000 Penalty: 4844.081055
	Iteration 12Q: 3 clusters Score -2253422 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2253658.000000 Penalty: 4844.081055
	Iteration 13Q: 3 clusters Score -2253658 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2253851.750000 Penalty: 4844.081055
	Iteration 14Q: 3 clusters Score -2253852 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2254039.250000 Penalty: 4844.081055
	Iteration 15Q: 3 clusters Score -2254039 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2254241.000000 Penalty: 4844.081055
	Iteration 16Q: 3 clusters Score -2254241 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2254447.000000 Penalty: 4844.081055
	Iteration 17Q: 3 clusters Score -2254447 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2254662.500000 Penalty: 4844.081055
	Iteration 18Q: 3 clusters Score -2254662 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2254899.000000 Penalty: 4844.081055
	Iteration 19Q: 3 clusters Score -2254899 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2255106.750000 Penalty: 4844.081055
	Iteration 20F: 3 clusters Score -2255107 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2255321.500000 Penalty: 4844.081055
	Iteration 21Q: 3 clusters Score -2255322 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2255501.250000 Penalty: 4844.081055
	Iteration 22Q: 3 clusters Score -2255501 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2255649.500000 Penalty: 4844.081055
	Iteration 23Q: 3 clusters Score -2255650 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2255767.500000 Penalty: 4844.081055
	Iteration 24Q: 3 clusters Score -2255768 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2255869.250000 Penalty: 4844.081055
	Iteration 25Q: 3 clusters Score -2255869 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2255924.250000 Penalty: 4844.081055
	Iteration 26Q: 3 clusters Score -2255924 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2255979.750000 Penalty: 4844.081055
	Iteration 27Q: 3 clusters Score -2255980 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2256021.000000 Penalty: 4844.081055
	Iteration 28Q: 3 clusters Score -2256021 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2256051.250000 Penalty: 4844.081055
	Iteration 29Q: 3 clusters Score -2256051 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2256078.250000 Penalty: 4844.081055
	Iteration 30Q: 3 clusters Score -2256078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2256093.500000 Penalty: 4844.081055
	Iteration 31Q: 3 clusters Score -2256094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2256111.000000 Penalty: 4844.081055
	Iteration 32Q: 3 clusters Score -2256111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2256127.000000 Penalty: 4844.081055
	Iteration 33Q: 3 clusters Score -2256127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2256131.000000 Penalty: 4844.081055
	Iteration 34Q: 3 clusters Score -2256131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2256137.500000 Penalty: 4844.081055
	Iteration 35Q: 3 clusters Score -2256138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2256144.000000 Penalty: 4844.081055
	Iteration 36Q: 3 clusters Score -2256144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2256150.750000 Penalty: 4844.081055
	Iteration 37Q: 3 clusters Score -2256151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2256153.250000 Penalty: 4844.081055
	Iteration 38Q: 3 clusters Score -2256153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2256152.500000 Penalty: 4844.081055
	Iteration 39Q: 3 clusters Score -2256152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2256155.750000 Penalty: 4844.081055
	Iteration 40F: 3 clusters Score -2256156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2256158.000000 Penalty: 4844.081055
	Iteration 41Q: 3 clusters Score -2256158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2256156.500000 Penalty: 4844.081055
	Iteration 42Q: 3 clusters Score -2256156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2256156.750000 Penalty: 4844.081055
	Iteration 43Q: 3 clusters Score -2256157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2256157.750000 Penalty: 4844.081055
	Iteration 44Q: 3 clusters Score -2256158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2256157.750000 Penalty: 4844.081055
	Iteration 45F: 3 clusters Score -2256158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Entering Unmasked Estep 
Score: -1162100.125000 Penalty: 2263.216064
	Iteration 0F: 2 clusters Score -1162100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1154900.250000 Penalty: 4526.432129
	Iteration 0F: 3 clusters Score -1154900 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1156939.875000 Penalty: 4526.432129
	Iteration 1F: 3 clusters Score -1156940 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1157342.000000 Penalty: 4526.432129
	Iteration 2F: 3 clusters Score -1157342 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1157773.875000 Penalty: 4526.432129
	Iteration 3F: 3 clusters Score -1157774 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1158280.000000 Penalty: 4526.432129
	Iteration 4F: 3 clusters Score -1158280 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1158789.375000 Penalty: 4526.432129
	Iteration 5F: 3 clusters Score -1158789 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1159350.750000 Penalty: 4526.432129
	Iteration 6F: 3 clusters Score -1159351 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1159848.750000 Penalty: 4526.432129
	Iteration 7F: 3 clusters Score -1159849 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1160175.250000 Penalty: 4526.432129
	Iteration 8F: 3 clusters Score -1160175 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1160386.125000 Penalty: 4526.432129
	Iteration 9Q: 3 clusters Score -1160386 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1160529.500000 Penalty: 4526.432129
	Iteration 10Q: 3 clusters Score -1160530 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1160631.875000 Penalty: 4526.432129
	Iteration 11Q: 3 clusters Score -1160632 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1160694.125000 Penalty: 4526.432129
	Iteration 12Q: 3 clusters Score -1160694 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1160746.875000 Penalty: 4526.432129
	Iteration 13Q: 3 clusters Score -1160747 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1160784.750000 Penalty: 4526.432129
	Iteration 14Q: 3 clusters Score -1160785 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1160818.750000 Penalty: 4526.432129
	Iteration 15Q: 3 clusters Score -1160819 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1160848.375000 Penalty: 4526.432129
	Iteration 16Q: 3 clusters Score -1160848 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1160875.500000 Penalty: 4526.432129
	Iteration 17Q: 3 clusters Score -1160876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1160891.000000 Penalty: 4526.432129
	Iteration 18Q: 3 clusters Score -1160891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1160906.875000 Penalty: 4526.432129
	Iteration 19Q: 3 clusters Score -1160907 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1160922.375000 Penalty: 4526.432129
	Iteration 20F: 3 clusters Score -1160922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1160941.750000 Penalty: 4526.432129
	Iteration 21Q: 3 clusters Score -1160942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1160963.625000 Penalty: 4526.432129
	Iteration 22Q: 3 clusters Score -1160964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1160981.375000 Penalty: 4526.432129
	Iteration 23Q: 3 clusters Score -1160981 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1160997.250000 Penalty: 4526.432129
	Iteration 24Q: 3 clusters Score -1160997 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1161013.875000 Penalty: 4526.432129
	Iteration 25Q: 3 clusters Score -1161014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1161022.500000 Penalty: 4526.432129
	Iteration 26Q: 3 clusters Score -1161022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1161027.625000 Penalty: 4526.432129
	Iteration 27Q: 3 clusters Score -1161028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1161032.500000 Penalty: 4526.432129
	Iteration 28Q: 3 clusters Score -1161032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1161040.750000 Penalty: 4526.432129
	Iteration 29Q: 3 clusters Score -1161041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1161044.750000 Penalty: 4526.432129
	Iteration 30Q: 3 clusters Score -1161045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1161054.000000 Penalty: 4526.432129
	Iteration 31Q: 3 clusters Score -1161054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1161056.000000 Penalty: 4526.432129
	Iteration 32Q: 3 clusters Score -1161056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1161059.625000 Penalty: 4526.432129
	Iteration 33Q: 3 clusters Score -1161060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1161060.250000 Penalty: 4526.432129
	Iteration 34Q: 3 clusters Score -1161060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1161063.250000 Penalty: 4526.432129
	Iteration 35Q: 3 clusters Score -1161063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1161068.125000 Penalty: 4526.432129
	Iteration 36Q: 3 clusters Score -1161068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1161073.125000 Penalty: 4526.432129
	Iteration 37Q: 3 clusters Score -1161073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1161079.500000 Penalty: 4526.432129
	Iteration 38Q: 3 clusters Score -1161080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1161084.750000 Penalty: 4526.432129
	Iteration 39Q: 3 clusters Score -1161085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1161087.500000 Penalty: 4526.432129
	Iteration 40F: 3 clusters Score -1161088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1161090.375000 Penalty: 4526.432129
	Iteration 41Q: 3 clusters Score -1161090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1161099.875000 Penalty: 4526.432129
	Iteration 42Q: 3 clusters Score -1161100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1161106.125000 Penalty: 4526.432129
	Iteration 43Q: 3 clusters Score -1161106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1161115.000000 Penalty: 4526.432129
	Iteration 44Q: 3 clusters Score -1161115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1161120.125000 Penalty: 4526.432129
	Iteration 45Q: 3 clusters Score -1161120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1161121.750000 Penalty: 4526.432129
	Iteration 46Q: 3 clusters Score -1161122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1161124.875000 Penalty: 4526.432129
	Iteration 47Q: 3 clusters Score -1161125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1161126.125000 Penalty: 4526.432129
	Iteration 48Q: 3 clusters Score -1161126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1161128.875000 Penalty: 4526.432129
	Iteration 49Q: 3 clusters Score -1161129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1161131.000000 Penalty: 4526.432129
	Iteration 50Q: 3 clusters Score -1161131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1161132.125000 Penalty: 4526.432129
	Iteration 51Q: 3 clusters Score -1161132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1161132.125000 Penalty: 4526.432129
	Iteration 52Q: 3 clusters Score -1161132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1161134.000000 Penalty: 4526.432129
	Iteration 53Q: 3 clusters Score -1161134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1161138.125000 Penalty: 4526.432129
	Iteration 54Q: 3 clusters Score -1161138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1161137.250000 Penalty: 4526.432129
	Iteration 55Q: 3 clusters Score -1161137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1161141.250000 Penalty: 4526.432129
	Iteration 56Q: 3 clusters Score -1161141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1161140.000000 Penalty: 4526.432129
	Iteration 57Q: 3 clusters Score -1161140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1161143.125000 Penalty: 4526.432129
	Iteration 58Q: 3 clusters Score -1161143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1161142.625000 Penalty: 4526.432129
	Iteration 59Q: 3 clusters Score -1161143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1161145.375000 Penalty: 4526.432129
	Iteration 60F: 3 clusters Score -1161145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1161146.250000 Penalty: 4526.432129
	Iteration 61Q: 3 clusters Score -1161146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1161146.625000 Penalty: 4526.432129
	Iteration 62Q: 3 clusters Score -1161147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1161148.250000 Penalty: 4526.432129
	Iteration 63Q: 3 clusters Score -1161148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1161153.875000 Penalty: 4526.432129
	Iteration 64Q: 3 clusters Score -1161154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1161156.125000 Penalty: 4526.432129
	Iteration 65Q: 3 clusters Score -1161156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1161155.500000 Penalty: 4526.432129
	Iteration 66Q: 3 clusters Score -1161156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1161156.375000 Penalty: 4526.432129
	Iteration 67Q: 3 clusters Score -1161156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1161160.125000 Penalty: 4526.432129
	Iteration 68Q: 3 clusters Score -1161160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1161165.625000 Penalty: 4526.432129
	Iteration 69Q: 3 clusters Score -1161166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1161171.375000 Penalty: 4526.432129
	Iteration 70Q: 3 clusters Score -1161171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1161173.000000 Penalty: 4526.432129
	Iteration 71Q: 3 clusters Score -1161173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1161175.125000 Penalty: 4526.432129
	Iteration 72Q: 3 clusters Score -1161175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1161175.875000 Penalty: 4526.432129
	Iteration 73Q: 3 clusters Score -1161176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1161175.500000 Penalty: 4526.432129
	Iteration 74Q: 3 clusters Score -1161176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1161176.000000 Penalty: 4526.432129
	Iteration 75Q: 3 clusters Score -1161176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1161179.875000 Penalty: 4526.432129
	Iteration 76Q: 3 clusters Score -1161180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1161184.750000 Penalty: 4526.432129
	Iteration 77Q: 3 clusters Score -1161185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1161188.000000 Penalty: 4526.432129
	Iteration 78Q: 3 clusters Score -1161188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1161193.875000 Penalty: 4526.432129
	Iteration 79Q: 3 clusters Score -1161194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1161200.875000 Penalty: 4526.432129
	Iteration 80F: 3 clusters Score -1161201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1161204.250000 Penalty: 4526.432129
	Iteration 81Q: 3 clusters Score -1161204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1161209.125000 Penalty: 4526.432129
	Iteration 82Q: 3 clusters Score -1161209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1161209.625000 Penalty: 4526.432129
	Iteration 83Q: 3 clusters Score -1161210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1161208.500000 Penalty: 4526.432129
	Iteration 84Q: 3 clusters Score -1161208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1161211.500000 Penalty: 4526.432129
	Iteration 85Q: 3 clusters Score -1161212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1161210.875000 Penalty: 4526.432129
	Iteration 86Q: 3 clusters Score -1161211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1161213.250000 Penalty: 4526.432129
	Iteration 87Q: 3 clusters Score -1161213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1161212.125000 Penalty: 4526.432129
	Iteration 88Q: 3 clusters Score -1161212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1161212.125000 Penalty: 4526.432129
	Iteration 89F: 3 clusters Score -1161212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Entering Unmasked Estep 
Score: -1406903.125000 Penalty: 2316.833496
	Iteration 0F: 2 clusters Score -1406903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1398328.625000 Penalty: 4633.666992
	Iteration 0F: 3 clusters Score -1398329 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1401024.000000 Penalty: 4633.666992
	Iteration 1F: 3 clusters Score -1401024 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1401378.125000 Penalty: 4633.666992
	Iteration 2F: 3 clusters Score -1401378 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1401664.000000 Penalty: 4633.666992
	Iteration 3F: 3 clusters Score -1401664 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1401943.125000 Penalty: 4633.666992
	Iteration 4Q: 3 clusters Score -1401943 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1402215.500000 Penalty: 4633.666992
	Iteration 5Q: 3 clusters Score -1402216 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1402445.000000 Penalty: 4633.666992
	Iteration 6Q: 3 clusters Score -1402445 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1402652.750000 Penalty: 4633.666992
	Iteration 7Q: 3 clusters Score -1402653 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1402842.000000 Penalty: 4633.666992
	Iteration 8Q: 3 clusters Score -1402842 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1403035.875000 Penalty: 4633.666992
	Iteration 9Q: 3 clusters Score -1403036 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1403202.000000 Penalty: 4633.666992
	Iteration 10Q: 3 clusters Score -1403202 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1403333.875000 Penalty: 4633.666992
	Iteration 11Q: 3 clusters Score -1403334 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1403460.750000 Penalty: 4633.666992
	Iteration 12Q: 3 clusters Score -1403461 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1403600.875000 Penalty: 4633.666992
	Iteration 13Q: 3 clusters Score -1403601 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1403729.375000 Penalty: 4633.666992
	Iteration 14Q: 3 clusters Score -1403729 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1403847.875000 Penalty: 4633.666992
	Iteration 15Q: 3 clusters Score -1403848 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1403971.625000 Penalty: 4633.666992
	Iteration 16Q: 3 clusters Score -1403972 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1404081.375000 Penalty: 4633.666992
	Iteration 17Q: 3 clusters Score -1404081 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1404193.375000 Penalty: 4633.666992
	Iteration 18Q: 3 clusters Score -1404193 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1404286.000000 Penalty: 4633.666992
	Iteration 19Q: 3 clusters Score -1404286 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1404385.500000 Penalty: 4633.666992
	Iteration 20F: 3 clusters Score -1404386 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1404456.500000 Penalty: 4633.666992
	Iteration 21Q: 3 clusters Score -1404456 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1404539.125000 Penalty: 4633.666992
	Iteration 22Q: 3 clusters Score -1404539 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1404611.125000 Penalty: 4633.666992
	Iteration 23Q: 3 clusters Score -1404611 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1404689.375000 Penalty: 4633.666992
	Iteration 24Q: 3 clusters Score -1404689 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1404773.750000 Penalty: 4633.666992
	Iteration 25Q: 3 clusters Score -1404774 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1404851.375000 Penalty: 4633.666992
	Iteration 26Q: 3 clusters Score -1404851 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1404920.375000 Penalty: 4633.666992
	Iteration 27Q: 3 clusters Score -1404920 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1404975.750000 Penalty: 4633.666992
	Iteration 28Q: 3 clusters Score -1404976 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1405023.000000 Penalty: 4633.666992
	Iteration 29Q: 3 clusters Score -1405023 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1405056.125000 Penalty: 4633.666992
	Iteration 30Q: 3 clusters Score -1405056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1405084.000000 Penalty: 4633.666992
	Iteration 31Q: 3 clusters Score -1405084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1405107.625000 Penalty: 4633.666992
	Iteration 32Q: 3 clusters Score -1405108 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1405127.875000 Penalty: 4633.666992
	Iteration 33Q: 3 clusters Score -1405128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1405153.000000 Penalty: 4633.666992
	Iteration 34Q: 3 clusters Score -1405153 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1405168.625000 Penalty: 4633.666992
	Iteration 35Q: 3 clusters Score -1405169 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1405187.875000 Penalty: 4633.666992
	Iteration 36Q: 3 clusters Score -1405188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1405195.750000 Penalty: 4633.666992
	Iteration 37Q: 3 clusters Score -1405196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1405208.000000 Penalty: 4633.666992
	Iteration 38Q: 3 clusters Score -1405208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1405210.625000 Penalty: 4633.666992
	Iteration 39Q: 3 clusters Score -1405211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1405217.500000 Penalty: 4633.666992
	Iteration 40F: 3 clusters Score -1405218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1405219.875000 Penalty: 4633.666992
	Iteration 41Q: 3 clusters Score -1405220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1405222.375000 Penalty: 4633.666992
	Iteration 42Q: 3 clusters Score -1405222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1405224.250000 Penalty: 4633.666992
	Iteration 43Q: 3 clusters Score -1405224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1405224.875000 Penalty: 4633.666992
	Iteration 44Q: 3 clusters Score -1405225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1405228.625000 Penalty: 4633.666992
	Iteration 45Q: 3 clusters Score -1405229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1405230.250000 Penalty: 4633.666992
	Iteration 46Q: 3 clusters Score -1405230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1405232.000000 Penalty: 4633.666992
	Iteration 47Q: 3 clusters Score -1405232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1405234.875000 Penalty: 4633.666992
	Iteration 48Q: 3 clusters Score -1405235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1405240.500000 Penalty: 4633.666992
	Iteration 49Q: 3 clusters Score -1405240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1405244.875000 Penalty: 4633.666992
	Iteration 50Q: 3 clusters Score -1405245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1405248.750000 Penalty: 4633.666992
	Iteration 51Q: 3 clusters Score -1405249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1405254.000000 Penalty: 4633.666992
	Iteration 52Q: 3 clusters Score -1405254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1405254.625000 Penalty: 4633.666992
	Iteration 53Q: 3 clusters Score -1405255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1405260.625000 Penalty: 4633.666992
	Iteration 54Q: 3 clusters Score -1405261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1405260.500000 Penalty: 4633.666992
	Iteration 55Q: 3 clusters Score -1405260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1405266.125000 Penalty: 4633.666992
	Iteration 56Q: 3 clusters Score -1405266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1405273.500000 Penalty: 4633.666992
	Iteration 57Q: 3 clusters Score -1405274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1405278.250000 Penalty: 4633.666992
	Iteration 58Q: 3 clusters Score -1405278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1405279.000000 Penalty: 4633.666992
	Iteration 59Q: 3 clusters Score -1405279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1405281.375000 Penalty: 4633.666992
	Iteration 60F: 3 clusters Score -1405281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1405287.000000 Penalty: 4633.666992
	Iteration 61Q: 3 clusters Score -1405287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1405290.375000 Penalty: 4633.666992
	Iteration 62Q: 3 clusters Score -1405290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1405295.625000 Penalty: 4633.666992
	Iteration 63Q: 3 clusters Score -1405296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1405300.625000 Penalty: 4633.666992
	Iteration 64Q: 3 clusters Score -1405301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1405298.250000 Penalty: 4633.666992
	Iteration 65Q: 3 clusters Score -1405298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1405301.375000 Penalty: 4633.666992
	Iteration 66Q: 3 clusters Score -1405301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1405306.750000 Penalty: 4633.666992
	Iteration 67Q: 3 clusters Score -1405307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1405307.375000 Penalty: 4633.666992
	Iteration 68Q: 3 clusters Score -1405307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1405307.500000 Penalty: 4633.666992
	Iteration 69Q: 3 clusters Score -1405308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1405307.875000 Penalty: 4633.666992
	Iteration 70Q: 3 clusters Score -1405308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1405306.750000 Penalty: 4633.666992
	Iteration 71Q: 3 clusters Score -1405307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1405309.875000 Penalty: 4633.666992
	Iteration 72Q: 3 clusters Score -1405310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1405309.875000 Penalty: 4633.666992
	Iteration 73Q: 3 clusters Score -1405310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1405310.500000 Penalty: 4633.666992
	Iteration 74Q: 3 clusters Score -1405310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1405310.500000 Penalty: 4633.666992
	Iteration 75F: 3 clusters Score -1405310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Entering Unmasked Estep 
Score: -844456.500000 Penalty: 2198.772217
	Iteration 0F: 2 clusters Score -844456.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -838530.750000 Penalty: 4397.544434
	Iteration 0F: 3 clusters Score -838530.8 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -840185.375000 Penalty: 4397.544434
	Iteration 1F: 3 clusters Score -840185.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -840506.125000 Penalty: 4397.544434
	Iteration 2F: 3 clusters Score -840506.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -840735.125000 Penalty: 4397.544434
	Iteration 3F: 3 clusters Score -840735.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -840937.000000 Penalty: 4397.544434
	Iteration 4Q: 3 clusters Score -840937 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -841125.000000 Penalty: 4397.544434
	Iteration 5Q: 3 clusters Score -841125 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -841337.312500 Penalty: 4397.544434
	Iteration 6Q: 3 clusters Score -841337.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -841558.250000 Penalty: 4397.544434
	Iteration 7Q: 3 clusters Score -841558.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -841782.187500 Penalty: 4397.544434
	Iteration 8Q: 3 clusters Score -841782.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -841997.562500 Penalty: 4397.544434
	Iteration 9Q: 3 clusters Score -841997.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -842190.437500 Penalty: 4397.544434
	Iteration 10Q: 3 clusters Score -842190.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -842342.812500 Penalty: 4397.544434
	Iteration 11Q: 3 clusters Score -842342.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -842434.125000 Penalty: 4397.544434
	Iteration 12Q: 3 clusters Score -842434.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -842495.687500 Penalty: 4397.544434
	Iteration 13Q: 3 clusters Score -842495.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -842542.375000 Penalty: 4397.544434
	Iteration 14Q: 3 clusters Score -842542.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -842572.062500 Penalty: 4397.544434
	Iteration 15Q: 3 clusters Score -842572.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -842595.312500 Penalty: 4397.544434
	Iteration 16Q: 3 clusters Score -842595.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -842608.062500 Penalty: 4397.544434
	Iteration 17Q: 3 clusters Score -842608.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -842619.375000 Penalty: 4397.544434
	Iteration 18Q: 3 clusters Score -842619.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -842630.875000 Penalty: 4397.544434
	Iteration 19Q: 3 clusters Score -842630.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -842641.125000 Penalty: 4397.544434
	Iteration 20F: 3 clusters Score -842641.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -842649.062500 Penalty: 4397.544434
	Iteration 21Q: 3 clusters Score -842649.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -842656.750000 Penalty: 4397.544434
	Iteration 22Q: 3 clusters Score -842656.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -842665.125000 Penalty: 4397.544434
	Iteration 23Q: 3 clusters Score -842665.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -842670.375000 Penalty: 4397.544434
	Iteration 24Q: 3 clusters Score -842670.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -842674.687500 Penalty: 4397.544434
	Iteration 25Q: 3 clusters Score -842674.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -842675.437500 Penalty: 4397.544434
	Iteration 26Q: 3 clusters Score -842675.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -842681.000000 Penalty: 4397.544434
	Iteration 27Q: 3 clusters Score -842681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -842684.750000 Penalty: 4397.544434
	Iteration 28Q: 3 clusters Score -842684.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -842686.187500 Penalty: 4397.544434
	Iteration 29Q: 3 clusters Score -842686.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -842687.437500 Penalty: 4397.544434
	Iteration 30Q: 3 clusters Score -842687.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -842690.312500 Penalty: 4397.544434
	Iteration 31Q: 3 clusters Score -842690.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -842695.812500 Penalty: 4397.544434
	Iteration 32Q: 3 clusters Score -842695.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -842698.812500 Penalty: 4397.544434
	Iteration 33Q: 3 clusters Score -842698.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -842698.562500 Penalty: 4397.544434
	Iteration 34Q: 3 clusters Score -842698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -842702.937500 Penalty: 4397.544434
	Iteration 35Q: 3 clusters Score -842702.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -842705.375000 Penalty: 4397.544434
	Iteration 36Q: 3 clusters Score -842705.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -842708.250000 Penalty: 4397.544434
	Iteration 37Q: 3 clusters Score -842708.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -842709.000000 Penalty: 4397.544434
	Iteration 38Q: 3 clusters Score -842709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -842714.625000 Penalty: 4397.544434
	Iteration 39Q: 3 clusters Score -842714.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -842716.750000 Penalty: 4397.544434
	Iteration 40F: 3 clusters Score -842716.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -842720.000000 Penalty: 4397.544434
	Iteration 41Q: 3 clusters Score -842720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -842724.375000 Penalty: 4397.544434
	Iteration 42Q: 3 clusters Score -842724.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -842725.000000 Penalty: 4397.544434
	Iteration 43Q: 3 clusters Score -842725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -842725.812500 Penalty: 4397.544434
	Iteration 44Q: 3 clusters Score -842725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -842726.312500 Penalty: 4397.544434
	Iteration 45Q: 3 clusters Score -842726.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -842726.312500 Penalty: 4397.544434
	Iteration 46F: 3 clusters Score -842726.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Entering Unmasked Estep 
Score: -499297.156250 Penalty: 2083.140625
	Iteration 0F: 2 clusters Score -499297.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -495119.906250 Penalty: 4166.281250
	Iteration 0F: 3 clusters Score -495119.9 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -496219.156250 Penalty: 4166.281250
	Iteration 1F: 3 clusters Score -496219.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -496596.656250 Penalty: 4166.281250
	Iteration 2F: 3 clusters Score -496596.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -496947.687500 Penalty: 4166.281250
	Iteration 3F: 3 clusters Score -496947.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -497298.906250 Penalty: 4166.281250
	Iteration 4F: 3 clusters Score -497298.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -497635.218750 Penalty: 4166.281250
	Iteration 5F: 3 clusters Score -497635.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -497916.125000 Penalty: 4166.281250
	Iteration 6F: 3 clusters Score -497916.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -498141.062500 Penalty: 4166.281250
	Iteration 7Q: 3 clusters Score -498141.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -498315.343750 Penalty: 4166.281250
	Iteration 8Q: 3 clusters Score -498315.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -498462.593750 Penalty: 4166.281250
	Iteration 9Q: 3 clusters Score -498462.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -498581.843750 Penalty: 4166.281250
	Iteration 10Q: 3 clusters Score -498581.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -498667.812500 Penalty: 4166.281250
	Iteration 11Q: 3 clusters Score -498667.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -498745.593750 Penalty: 4166.281250
	Iteration 12Q: 3 clusters Score -498745.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -498815.812500 Penalty: 4166.281250
	Iteration 13Q: 3 clusters Score -498815.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -498849.156250 Penalty: 4166.281250
	Iteration 14Q: 3 clusters Score -498849.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -498867.125000 Penalty: 4166.281250
	Iteration 15Q: 3 clusters Score -498867.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -498876.406250 Penalty: 4166.281250
	Iteration 16Q: 3 clusters Score -498876.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -498886.000000 Penalty: 4166.281250
	Iteration 17Q: 3 clusters Score -498886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -498897.718750 Penalty: 4166.281250
	Iteration 18Q: 3 clusters Score -498897.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -498910.562500 Penalty: 4166.281250
	Iteration 19Q: 3 clusters Score -498910.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -498919.062500 Penalty: 4166.281250
	Iteration 20F: 3 clusters Score -498919.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -498923.687500 Penalty: 4166.281250
	Iteration 21Q: 3 clusters Score -498923.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -498929.500000 Penalty: 4166.281250
	Iteration 22Q: 3 clusters Score -498929.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -498934.062500 Penalty: 4166.281250
	Iteration 23Q: 3 clusters Score -498934.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -498934.781250 Penalty: 4166.281250
	Iteration 24Q: 3 clusters Score -498934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -498937.593750 Penalty: 4166.281250
	Iteration 25Q: 3 clusters Score -498937.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -498939.343750 Penalty: 4166.281250
	Iteration 26Q: 3 clusters Score -498939.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -498941.375000 Penalty: 4166.281250
	Iteration 27Q: 3 clusters Score -498941.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -498942.093750 Penalty: 4166.281250
	Iteration 28Q: 3 clusters Score -498942.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -498943.500000 Penalty: 4166.281250
	Iteration 29Q: 3 clusters Score -498943.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -498944.843750 Penalty: 4166.281250
	Iteration 30Q: 3 clusters Score -498944.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -498944.781250 Penalty: 4166.281250
	Iteration 31Q: 3 clusters Score -498944.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -498947.343750 Penalty: 4166.281250
	Iteration 32Q: 3 clusters Score -498947.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -498949.343750 Penalty: 4166.281250
	Iteration 33Q: 3 clusters Score -498949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -498948.968750 Penalty: 4166.281250
	Iteration 34Q: 3 clusters Score -498949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -498950.406250 Penalty: 4166.281250
	Iteration 35Q: 3 clusters Score -498950.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -498950.406250 Penalty: 4166.281250
	Iteration 36F: 3 clusters Score -498950.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Entering Unmasked Estep 
Score: -1133849.625000 Penalty: 2251.332031
	Iteration 0F: 2 clusters Score -1133850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1127003.500000 Penalty: 4502.664062
	Iteration 0F: 3 clusters Score -1127004 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1128922.625000 Penalty: 4502.664062
	Iteration 1F: 3 clusters Score -1128923 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1129178.500000 Penalty: 4502.664062
	Iteration 2F: 3 clusters Score -1129178 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1129346.875000 Penalty: 4502.664062
	Iteration 3Q: 3 clusters Score -1129347 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1129477.750000 Penalty: 4502.664062
	Iteration 4Q: 3 clusters Score -1129478 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1129581.500000 Penalty: 4502.664062
	Iteration 5Q: 3 clusters Score -1129582 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1129663.000000 Penalty: 4502.664062
	Iteration 6Q: 3 clusters Score -1129663 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1129722.125000 Penalty: 4502.664062
	Iteration 7Q: 3 clusters Score -1129722 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1129774.375000 Penalty: 4502.664062
	Iteration 8Q: 3 clusters Score -1129774 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1129821.750000 Penalty: 4502.664062
	Iteration 9Q: 3 clusters Score -1129822 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1129872.000000 Penalty: 4502.664062
	Iteration 10Q: 3 clusters Score -1129872 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1129922.500000 Penalty: 4502.664062
	Iteration 11Q: 3 clusters Score -1129922 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1129994.000000 Penalty: 4502.664062
	Iteration 12Q: 3 clusters Score -1129994 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1130062.375000 Penalty: 4502.664062
	Iteration 13Q: 3 clusters Score -1130062 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1130136.500000 Penalty: 4502.664062
	Iteration 14Q: 3 clusters Score -1130136 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1130220.375000 Penalty: 4502.664062
	Iteration 15Q: 3 clusters Score -1130220 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1130331.000000 Penalty: 4502.664062
	Iteration 16Q: 3 clusters Score -1130331 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1130448.000000 Penalty: 4502.664062
	Iteration 17Q: 3 clusters Score -1130448 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1130559.875000 Penalty: 4502.664062
	Iteration 18Q: 3 clusters Score -1130560 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1130683.250000 Penalty: 4502.664062
	Iteration 19Q: 3 clusters Score -1130683 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1130816.000000 Penalty: 4502.664062
	Iteration 20F: 3 clusters Score -1130816 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1130980.750000 Penalty: 4502.664062
	Iteration 21Q: 3 clusters Score -1130981 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1131139.875000 Penalty: 4502.664062
	Iteration 22Q: 3 clusters Score -1131140 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1131261.125000 Penalty: 4502.664062
	Iteration 23Q: 3 clusters Score -1131261 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1131370.125000 Penalty: 4502.664062
	Iteration 24Q: 3 clusters Score -1131370 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1131456.875000 Penalty: 4502.664062
	Iteration 25Q: 3 clusters Score -1131457 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1131535.875000 Penalty: 4502.664062
	Iteration 26Q: 3 clusters Score -1131536 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1131603.375000 Penalty: 4502.664062
	Iteration 27Q: 3 clusters Score -1131603 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1131667.000000 Penalty: 4502.664062
	Iteration 28Q: 3 clusters Score -1131667 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1131725.375000 Penalty: 4502.664062
	Iteration 29Q: 3 clusters Score -1131725 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1131761.000000 Penalty: 4502.664062
	Iteration 30Q: 3 clusters Score -1131761 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1131795.125000 Penalty: 4502.664062
	Iteration 31Q: 3 clusters Score -1131795 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1131816.250000 Penalty: 4502.664062
	Iteration 32Q: 3 clusters Score -1131816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1131834.375000 Penalty: 4502.664062
	Iteration 33Q: 3 clusters Score -1131834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1131851.375000 Penalty: 4502.664062
	Iteration 34Q: 3 clusters Score -1131851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1131859.375000 Penalty: 4502.664062
	Iteration 35Q: 3 clusters Score -1131859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1131864.625000 Penalty: 4502.664062
	Iteration 36Q: 3 clusters Score -1131865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1131873.000000 Penalty: 4502.664062
	Iteration 37Q: 3 clusters Score -1131873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1131879.750000 Penalty: 4502.664062
	Iteration 38Q: 3 clusters Score -1131880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1131889.375000 Penalty: 4502.664062
	Iteration 39Q: 3 clusters Score -1131889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1131897.125000 Penalty: 4502.664062
	Iteration 40F: 3 clusters Score -1131897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1131901.125000 Penalty: 4502.664062
	Iteration 41Q: 3 clusters Score -1131901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1131905.875000 Penalty: 4502.664062
	Iteration 42Q: 3 clusters Score -1131906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1131910.500000 Penalty: 4502.664062
	Iteration 43Q: 3 clusters Score -1131910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1131912.375000 Penalty: 4502.664062
	Iteration 44Q: 3 clusters Score -1131912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1131914.000000 Penalty: 4502.664062
	Iteration 45Q: 3 clusters Score -1131914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1131916.000000 Penalty: 4502.664062
	Iteration 46Q: 3 clusters Score -1131916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1131916.875000 Penalty: 4502.664062
	Iteration 47Q: 3 clusters Score -1131917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1131916.875000 Penalty: 4502.664062
	Iteration 48Q: 3 clusters Score -1131917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1131916.875000 Penalty: 4502.664062
	Iteration 49F: 3 clusters Score -1131917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Entering Unmasked Estep 
Score: -1566697.625000 Penalty: 2349.268799
	Iteration 0F: 2 clusters Score -1566698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1557069.500000 Penalty: 4698.537598
	Iteration 0F: 3 clusters Score -1557070 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1560096.125000 Penalty: 4698.537598
	Iteration 1F: 3 clusters Score -1560096 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1560482.000000 Penalty: 4698.537598
	Iteration 2F: 3 clusters Score -1560482 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1560886.625000 Penalty: 4698.537598
	Iteration 3F: 3 clusters Score -1560887 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1561318.375000 Penalty: 4698.537598
	Iteration 4F: 3 clusters Score -1561318 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1561781.375000 Penalty: 4698.537598
	Iteration 5F: 3 clusters Score -1561781 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1562238.750000 Penalty: 4698.537598
	Iteration 6F: 3 clusters Score -1562239 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1562693.250000 Penalty: 4698.537598
	Iteration 7F: 3 clusters Score -1562693 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1563088.625000 Penalty: 4698.537598
	Iteration 8F: 3 clusters Score -1563089 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1563384.625000 Penalty: 4698.537598
	Iteration 9Q: 3 clusters Score -1563385 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1563604.625000 Penalty: 4698.537598
	Iteration 10Q: 3 clusters Score -1563605 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1563730.000000 Penalty: 4698.537598
	Iteration 11Q: 3 clusters Score -1563730 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1563820.750000 Penalty: 4698.537598
	Iteration 12Q: 3 clusters Score -1563821 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1563869.500000 Penalty: 4698.537598
	Iteration 13Q: 3 clusters Score -1563870 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1563903.875000 Penalty: 4698.537598
	Iteration 14Q: 3 clusters Score -1563904 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1563938.500000 Penalty: 4698.537598
	Iteration 15Q: 3 clusters Score -1563938 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1563960.500000 Penalty: 4698.537598
	Iteration 16Q: 3 clusters Score -1563960 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1563977.625000 Penalty: 4698.537598
	Iteration 17Q: 3 clusters Score -1563978 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1564004.000000 Penalty: 4698.537598
	Iteration 18Q: 3 clusters Score -1564004 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1564028.875000 Penalty: 4698.537598
	Iteration 19Q: 3 clusters Score -1564029 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1564045.250000 Penalty: 4698.537598
	Iteration 20F: 3 clusters Score -1564045 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1564064.250000 Penalty: 4698.537598
	Iteration 21Q: 3 clusters Score -1564064 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1564091.250000 Penalty: 4698.537598
	Iteration 22Q: 3 clusters Score -1564091 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1564109.375000 Penalty: 4698.537598
	Iteration 23Q: 3 clusters Score -1564109 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1564131.500000 Penalty: 4698.537598
	Iteration 24Q: 3 clusters Score -1564132 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1564138.750000 Penalty: 4698.537598
	Iteration 25Q: 3 clusters Score -1564139 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1564153.125000 Penalty: 4698.537598
	Iteration 26Q: 3 clusters Score -1564153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1564166.750000 Penalty: 4698.537598
	Iteration 27Q: 3 clusters Score -1564167 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1564182.875000 Penalty: 4698.537598
	Iteration 28Q: 3 clusters Score -1564183 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1564199.375000 Penalty: 4698.537598
	Iteration 29Q: 3 clusters Score -1564199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1564216.750000 Penalty: 4698.537598
	Iteration 30Q: 3 clusters Score -1564217 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1564231.125000 Penalty: 4698.537598
	Iteration 31Q: 3 clusters Score -1564231 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1564251.375000 Penalty: 4698.537598
	Iteration 32Q: 3 clusters Score -1564251 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1564270.375000 Penalty: 4698.537598
	Iteration 33Q: 3 clusters Score -1564270 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1564291.625000 Penalty: 4698.537598
	Iteration 34Q: 3 clusters Score -1564292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1564305.250000 Penalty: 4698.537598
	Iteration 35Q: 3 clusters Score -1564305 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1564318.250000 Penalty: 4698.537598
	Iteration 36Q: 3 clusters Score -1564318 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1564337.375000 Penalty: 4698.537598
	Iteration 37Q: 3 clusters Score -1564337 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1564351.125000 Penalty: 4698.537598
	Iteration 38Q: 3 clusters Score -1564351 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1564362.125000 Penalty: 4698.537598
	Iteration 39Q: 3 clusters Score -1564362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1564367.625000 Penalty: 4698.537598
	Iteration 40F: 3 clusters Score -1564368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1564373.875000 Penalty: 4698.537598
	Iteration 41Q: 3 clusters Score -1564374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1564376.875000 Penalty: 4698.537598
	Iteration 42Q: 3 clusters Score -1564377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1564385.500000 Penalty: 4698.537598
	Iteration 43Q: 3 clusters Score -1564386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1564397.125000 Penalty: 4698.537598
	Iteration 44Q: 3 clusters Score -1564397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1564392.875000 Penalty: 4698.537598
	Iteration 45Q: 3 clusters Score -1564393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1564395.750000 Penalty: 4698.537598
	Iteration 46Q: 3 clusters Score -1564396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1564403.125000 Penalty: 4698.537598
	Iteration 47Q: 3 clusters Score -1564403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1564401.750000 Penalty: 4698.537598
	Iteration 48Q: 3 clusters Score -1564402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1564407.125000 Penalty: 4698.537598
	Iteration 49Q: 3 clusters Score -1564407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1564408.625000 Penalty: 4698.537598
	Iteration 50Q: 3 clusters Score -1564409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1564414.625000 Penalty: 4698.537598
	Iteration 51Q: 3 clusters Score -1564415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1564415.125000 Penalty: 4698.537598
	Iteration 52Q: 3 clusters Score -1564415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1564417.625000 Penalty: 4698.537598
	Iteration 53Q: 3 clusters Score -1564418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1564422.750000 Penalty: 4698.537598
	Iteration 54Q: 3 clusters Score -1564423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1564426.500000 Penalty: 4698.537598
	Iteration 55Q: 3 clusters Score -1564426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1564430.625000 Penalty: 4698.537598
	Iteration 56Q: 3 clusters Score -1564431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1564438.000000 Penalty: 4698.537598
	Iteration 57Q: 3 clusters Score -1564438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1564443.625000 Penalty: 4698.537598
	Iteration 58Q: 3 clusters Score -1564444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1564450.500000 Penalty: 4698.537598
	Iteration 59Q: 3 clusters Score -1564450 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1564458.625000 Penalty: 4698.537598
	Iteration 60F: 3 clusters Score -1564459 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1564469.625000 Penalty: 4698.537598
	Iteration 61Q: 3 clusters Score -1564470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1564479.000000 Penalty: 4698.537598
	Iteration 62Q: 3 clusters Score -1564479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1564485.250000 Penalty: 4698.537598
	Iteration 63Q: 3 clusters Score -1564485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1564494.375000 Penalty: 4698.537598
	Iteration 64Q: 3 clusters Score -1564494 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1564502.875000 Penalty: 4698.537598
	Iteration 65Q: 3 clusters Score -1564503 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1564518.000000 Penalty: 4698.537598
	Iteration 66Q: 3 clusters Score -1564518 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1564534.375000 Penalty: 4698.537598
	Iteration 67Q: 3 clusters Score -1564534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1564548.375000 Penalty: 4698.537598
	Iteration 68Q: 3 clusters Score -1564548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1564560.375000 Penalty: 4698.537598
	Iteration 69Q: 3 clusters Score -1564560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1564576.625000 Penalty: 4698.537598
	Iteration 70Q: 3 clusters Score -1564577 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1564583.250000 Penalty: 4698.537598
	Iteration 71Q: 3 clusters Score -1564583 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1564592.375000 Penalty: 4698.537598
	Iteration 72Q: 3 clusters Score -1564592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1564599.250000 Penalty: 4698.537598
	Iteration 73Q: 3 clusters Score -1564599 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1564613.500000 Penalty: 4698.537598
	Iteration 74Q: 3 clusters Score -1564614 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1564625.500000 Penalty: 4698.537598
	Iteration 75Q: 3 clusters Score -1564626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1564644.250000 Penalty: 4698.537598
	Iteration 76Q: 3 clusters Score -1564644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1564663.375000 Penalty: 4698.537598
	Iteration 77Q: 3 clusters Score -1564663 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1564677.750000 Penalty: 4698.537598
	Iteration 78Q: 3 clusters Score -1564678 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1564690.250000 Penalty: 4698.537598
	Iteration 79Q: 3 clusters Score -1564690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1564706.625000 Penalty: 4698.537598
	Iteration 80F: 3 clusters Score -1564707 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1564732.125000 Penalty: 4698.537598
	Iteration 81Q: 3 clusters Score -1564732 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1564756.500000 Penalty: 4698.537598
	Iteration 82Q: 3 clusters Score -1564756 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1564773.500000 Penalty: 4698.537598
	Iteration 83Q: 3 clusters Score -1564774 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1564800.500000 Penalty: 4698.537598
	Iteration 84Q: 3 clusters Score -1564800 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1564813.125000 Penalty: 4698.537598
	Iteration 85Q: 3 clusters Score -1564813 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1564841.250000 Penalty: 4698.537598
	Iteration 86Q: 3 clusters Score -1564841 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1564855.875000 Penalty: 4698.537598
	Iteration 87Q: 3 clusters Score -1564856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1564868.375000 Penalty: 4698.537598
	Iteration 88Q: 3 clusters Score -1564868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1564887.500000 Penalty: 4698.537598
	Iteration 89Q: 3 clusters Score -1564888 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1564909.000000 Penalty: 4698.537598
	Iteration 90Q: 3 clusters Score -1564909 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1564932.250000 Penalty: 4698.537598
	Iteration 91Q: 3 clusters Score -1564932 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1564955.750000 Penalty: 4698.537598
	Iteration 92Q: 3 clusters Score -1564956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1564970.750000 Penalty: 4698.537598
	Iteration 93Q: 3 clusters Score -1564971 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1564990.250000 Penalty: 4698.537598
	Iteration 94Q: 3 clusters Score -1564990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1565005.750000 Penalty: 4698.537598
	Iteration 95Q: 3 clusters Score -1565006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1565021.125000 Penalty: 4698.537598
	Iteration 96Q: 3 clusters Score -1565021 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1565039.625000 Penalty: 4698.537598
	Iteration 97Q: 3 clusters Score -1565040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1565055.625000 Penalty: 4698.537598
	Iteration 98Q: 3 clusters Score -1565056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1565066.375000 Penalty: 4698.537598
	Iteration 99Q: 3 clusters Score -1565066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1565083.625000 Penalty: 4698.537598
	Iteration 100F: 3 clusters Score -1565084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1565090.750000 Penalty: 4698.537598
	Iteration 101Q: 3 clusters Score -1565091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1565095.750000 Penalty: 4698.537598
	Iteration 102Q: 3 clusters Score -1565096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1565097.625000 Penalty: 4698.537598
	Iteration 103Q: 3 clusters Score -1565098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1565098.125000 Penalty: 4698.537598
	Iteration 104Q: 3 clusters Score -1565098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1565096.125000 Penalty: 4698.537598
	Iteration 105Q: 3 clusters Score -1565096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1565101.250000 Penalty: 4698.537598
	Iteration 106Q: 3 clusters Score -1565101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1565099.000000 Penalty: 4698.537598
	Iteration 107Q: 3 clusters Score -1565099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1565097.500000 Penalty: 4698.537598
	Iteration 108Q: 3 clusters Score -1565098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1565100.125000 Penalty: 4698.537598
	Iteration 109Q: 3 clusters Score -1565100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1565103.250000 Penalty: 4698.537598
	Iteration 110Q: 3 clusters Score -1565103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1565103.625000 Penalty: 4698.537598
	Iteration 111Q: 3 clusters Score -1565104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1565100.500000 Penalty: 4698.537598
	Iteration 112Q: 3 clusters Score -1565100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1565104.625000 Penalty: 4698.537598
	Iteration 113Q: 3 clusters Score -1565105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1565106.375000 Penalty: 4698.537598
	Iteration 114Q: 3 clusters Score -1565106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1565104.500000 Penalty: 4698.537598
	Iteration 115Q: 3 clusters Score -1565104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1565105.500000 Penalty: 4698.537598
	Iteration 116Q: 3 clusters Score -1565106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1565105.500000 Penalty: 4698.537598
	Iteration 117F: 3 clusters Score -1565106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Entering Unmasked Estep 
Score: -1436159.875000 Penalty: 2324.791504
	Iteration 0F: 2 clusters Score -1436160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1427390.250000 Penalty: 4649.583008
	Iteration 0F: 3 clusters Score -1427390 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1430005.750000 Penalty: 4649.583008
	Iteration 1F: 3 clusters Score -1430006 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1430354.875000 Penalty: 4649.583008
	Iteration 2F: 3 clusters Score -1430355 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1430615.625000 Penalty: 4649.583008
	Iteration 3Q: 3 clusters Score -1430616 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1430901.375000 Penalty: 4649.583008
	Iteration 4Q: 3 clusters Score -1430901 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1431193.125000 Penalty: 4649.583008
	Iteration 5Q: 3 clusters Score -1431193 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1431540.250000 Penalty: 4649.583008
	Iteration 6F: 3 clusters Score -1431540 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1431966.500000 Penalty: 4649.583008
	Iteration 7F: 3 clusters Score -1431966 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1432472.875000 Penalty: 4649.583008
	Iteration 8F: 3 clusters Score -1432473 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1432948.250000 Penalty: 4649.583008
	Iteration 9F: 3 clusters Score -1432948 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1433362.625000 Penalty: 4649.583008
	Iteration 10Q: 3 clusters Score -1433363 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1433665.250000 Penalty: 4649.583008
	Iteration 11Q: 3 clusters Score -1433665 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1433887.375000 Penalty: 4649.583008
	Iteration 12Q: 3 clusters Score -1433887 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1434049.000000 Penalty: 4649.583008
	Iteration 13Q: 3 clusters Score -1434049 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1434158.250000 Penalty: 4649.583008
	Iteration 14Q: 3 clusters Score -1434158 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1434235.500000 Penalty: 4649.583008
	Iteration 15Q: 3 clusters Score -1434236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1434285.875000 Penalty: 4649.583008
	Iteration 16Q: 3 clusters Score -1434286 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1434344.875000 Penalty: 4649.583008
	Iteration 17Q: 3 clusters Score -1434345 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1434373.875000 Penalty: 4649.583008
	Iteration 18Q: 3 clusters Score -1434374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1434388.375000 Penalty: 4649.583008
	Iteration 19Q: 3 clusters Score -1434388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1434405.750000 Penalty: 4649.583008
	Iteration 20F: 3 clusters Score -1434406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1434422.250000 Penalty: 4649.583008
	Iteration 21Q: 3 clusters Score -1434422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1434428.875000 Penalty: 4649.583008
	Iteration 22Q: 3 clusters Score -1434429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1434442.500000 Penalty: 4649.583008
	Iteration 23Q: 3 clusters Score -1434442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1434451.875000 Penalty: 4649.583008
	Iteration 24Q: 3 clusters Score -1434452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1434459.500000 Penalty: 4649.583008
	Iteration 25Q: 3 clusters Score -1434460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1434468.250000 Penalty: 4649.583008
	Iteration 26Q: 3 clusters Score -1434468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1434473.625000 Penalty: 4649.583008
	Iteration 27Q: 3 clusters Score -1434474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1434482.500000 Penalty: 4649.583008
	Iteration 28Q: 3 clusters Score -1434482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1434489.250000 Penalty: 4649.583008
	Iteration 29Q: 3 clusters Score -1434489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1434490.875000 Penalty: 4649.583008
	Iteration 30Q: 3 clusters Score -1434491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1434494.000000 Penalty: 4649.583008
	Iteration 31Q: 3 clusters Score -1434494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1434494.375000 Penalty: 4649.583008
	Iteration 32Q: 3 clusters Score -1434494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1434497.000000 Penalty: 4649.583008
	Iteration 33Q: 3 clusters Score -1434497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1434496.000000 Penalty: 4649.583008
	Iteration 34Q: 3 clusters Score -1434496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1434499.500000 Penalty: 4649.583008
	Iteration 35Q: 3 clusters Score -1434500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1434499.500000 Penalty: 4649.583008
	Iteration 36F: 3 clusters Score -1434500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -77671.757812 Penalty: 1623.602783
	Iteration 0F: 2 clusters Score -77671.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -75975.671875 Penalty: 3247.205566
	Iteration 0F: 3 clusters Score -75975.67 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -76242.921875 Penalty: 3247.205566
	Iteration 1F: 3 clusters Score -76242.92 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -76371.851562 Penalty: 3247.205566
	Iteration 2F: 3 clusters Score -76371.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76477.968750 Penalty: 3247.205566
	Iteration 3F: 3 clusters Score -76477.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76621.218750 Penalty: 3247.205566
	Iteration 4F: 3 clusters Score -76621.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76779.101562 Penalty: 3247.205566
	Iteration 5Q: 3 clusters Score -76779.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76924.476562 Penalty: 3247.205566
	Iteration 6Q: 3 clusters Score -76924.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -77047.476562 Penalty: 3247.205566
	Iteration 7Q: 3 clusters Score -77047.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -77131.804688 Penalty: 3247.205566
	Iteration 8Q: 3 clusters Score -77131.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -77166.789062 Penalty: 3247.205566
	Iteration 9Q: 3 clusters Score -77166.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -77214.804688 Penalty: 3247.205566
	Iteration 10Q: 3 clusters Score -77214.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -77228.835938 Penalty: 3247.205566
	Iteration 11Q: 3 clusters Score -77228.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -77241.875000 Penalty: 3247.205566
	Iteration 12Q: 3 clusters Score -77241.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -77255.648438 Penalty: 3247.205566
	Iteration 13Q: 3 clusters Score -77255.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77288.953125 Penalty: 3247.205566
	Iteration 14Q: 3 clusters Score -77288.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77327.078125 Penalty: 3247.205566
	Iteration 15Q: 3 clusters Score -77327.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -77441.523438 Penalty: 3247.205566
	Iteration 16Q: 3 clusters Score -77441.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -77629.109375 Penalty: 3247.205566
	Iteration 17Q: 3 clusters Score -77629.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -77791.304688 Penalty: 3247.205566
	Iteration 18Q: 3 clusters Score -77791.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77871.156250 Penalty: 3247.205566
	Iteration 19Q: 3 clusters Score -77871.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77975.976562 Penalty: 3247.205566
	Iteration 20F: 3 clusters Score -77975.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -78155.015625 Penalty: 3247.205566
	Iteration 21Q: 3 clusters Score -78155.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78193.437500 Penalty: 3247.205566
	Iteration 22Q: 3 clusters Score -78193.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78193.437500 Penalty: 3247.205566
	Iteration 23F: 3 clusters Score -78193.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 46769 members 
Mstep: Class 3 contains 13131 members 
Mstep: Class 4 contains 169449 members 
Mstep: Class 5 contains 50234 members 
Mstep: Class 6 contains 152845 members 
Mstep: Class 7 contains 100168 members 
Mstep: Class 8 contains 77102 members 
Mstep: Class 9 contains 180060 members 
Mstep: Class 10 contains 7941 members 
Mstep: Class 11 contains 14807 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 8854 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17436 members 
Mstep: Class 17 contains 9190 members 
Mstep: Class 18 contains 11408 members 
Mstep: Class 19 contains 7087 members 
Mstep: Class 20 contains 4446 members 
Mstep: Class 21 contains 274 members 
Mstep: Class 22 contains 8760 members 
Mstep: Class 23 contains 13002 members 
Mstep: Class 24 contains 11780 members 
Mstep: Class 25 contains 423 members 
Mstep: Class 26 contains 10225 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14131 members 
Mstep: Class 30 contains 7052 members 
Mstep: Class 31 contains 10523 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15730 members 
Mstep: Class 36 contains 12768 members 
Mstep: Class 37 contains 5619 members 
Mstep: Class 38 contains 27856 members 
Mstep: Class 39 contains 21817 members 
Mstep: Class 40 contains 48201 members 
Mstep: Class 41 contains 60540 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27070 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
Score: -150807728.000000 Penalty: 152864.640625
Splitting cluster 25 changes total score from -150809152.000000 to -150807728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (10225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Entering Unmasked Estep 
Score: -1278009.125000 Penalty: 2289.682373
	Iteration 0F: 2 clusters Score -1278009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1270135.750000 Penalty: 4579.364746
	Iteration 0F: 3 clusters Score -1270136 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1272498.625000 Penalty: 4579.364746
	Iteration 1F: 3 clusters Score -1272499 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1272867.750000 Penalty: 4579.364746
	Iteration 2F: 3 clusters Score -1272868 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1273222.000000 Penalty: 4579.364746
	Iteration 3F: 3 clusters Score -1273222 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1273582.125000 Penalty: 4579.364746
	Iteration 4F: 3 clusters Score -1273582 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1273990.750000 Penalty: 4579.364746
	Iteration 5F: 3 clusters Score -1273991 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1274346.750000 Penalty: 4579.364746
	Iteration 6F: 3 clusters Score -1274347 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1274649.375000 Penalty: 4579.364746
	Iteration 7Q: 3 clusters Score -1274649 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1274968.250000 Penalty: 4579.364746
	Iteration 8Q: 3 clusters Score -1274968 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1275228.000000 Penalty: 4579.364746
	Iteration 9Q: 3 clusters Score -1275228 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1275412.500000 Penalty: 4579.364746
	Iteration 10Q: 3 clusters Score -1275412 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1275541.250000 Penalty: 4579.364746
	Iteration 11Q: 3 clusters Score -1275541 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1275619.500000 Penalty: 4579.364746
	Iteration 12Q: 3 clusters Score -1275620 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1275691.375000 Penalty: 4579.364746
	Iteration 13Q: 3 clusters Score -1275691 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1275730.125000 Penalty: 4579.364746
	Iteration 14Q: 3 clusters Score -1275730 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1275762.375000 Penalty: 4579.364746
	Iteration 15Q: 3 clusters Score -1275762 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1275787.250000 Penalty: 4579.364746
	Iteration 16Q: 3 clusters Score -1275787 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1275809.250000 Penalty: 4579.364746
	Iteration 17Q: 3 clusters Score -1275809 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1275829.000000 Penalty: 4579.364746
	Iteration 18Q: 3 clusters Score -1275829 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1275847.250000 Penalty: 4579.364746
	Iteration 19Q: 3 clusters Score -1275847 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1275859.500000 Penalty: 4579.364746
	Iteration 20F: 3 clusters Score -1275860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1275869.125000 Penalty: 4579.364746
	Iteration 21Q: 3 clusters Score -1275869 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1275882.250000 Penalty: 4579.364746
	Iteration 22Q: 3 clusters Score -1275882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1275892.500000 Penalty: 4579.364746
	Iteration 23Q: 3 clusters Score -1275892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1275902.750000 Penalty: 4579.364746
	Iteration 24Q: 3 clusters Score -1275903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1275908.625000 Penalty: 4579.364746
	Iteration 25Q: 3 clusters Score -1275909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1275917.125000 Penalty: 4579.364746
	Iteration 26Q: 3 clusters Score -1275917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1275926.625000 Penalty: 4579.364746
	Iteration 27Q: 3 clusters Score -1275927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1275929.250000 Penalty: 4579.364746
	Iteration 28Q: 3 clusters Score -1275929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1275932.750000 Penalty: 4579.364746
	Iteration 29Q: 3 clusters Score -1275933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1275936.875000 Penalty: 4579.364746
	Iteration 30Q: 3 clusters Score -1275937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1275940.875000 Penalty: 4579.364746
	Iteration 31Q: 3 clusters Score -1275941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1275944.000000 Penalty: 4579.364746
	Iteration 32Q: 3 clusters Score -1275944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1275943.000000 Penalty: 4579.364746
	Iteration 33Q: 3 clusters Score -1275943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1275947.875000 Penalty: 4579.364746
	Iteration 34Q: 3 clusters Score -1275948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1275946.875000 Penalty: 4579.364746
	Iteration 35Q: 3 clusters Score -1275947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1275948.250000 Penalty: 4579.364746
	Iteration 36Q: 3 clusters Score -1275948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1275950.125000 Penalty: 4579.364746
	Iteration 37Q: 3 clusters Score -1275950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1275946.250000 Penalty: 4579.364746
	Iteration 38Q: 3 clusters Score -1275946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1275949.375000 Penalty: 4579.364746
	Iteration 39Q: 3 clusters Score -1275949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1275948.750000 Penalty: 4579.364746
	Iteration 40F: 3 clusters Score -1275949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1275953.000000 Penalty: 4579.364746
	Iteration 41Q: 3 clusters Score -1275953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1275954.625000 Penalty: 4579.364746
	Iteration 42Q: 3 clusters Score -1275955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1275953.750000 Penalty: 4579.364746
	Iteration 43Q: 3 clusters Score -1275954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1275956.375000 Penalty: 4579.364746
	Iteration 44Q: 3 clusters Score -1275956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1275958.625000 Penalty: 4579.364746
	Iteration 45Q: 3 clusters Score -1275959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1275956.125000 Penalty: 4579.364746
	Iteration 46Q: 3 clusters Score -1275956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1275960.250000 Penalty: 4579.364746
	Iteration 47Q: 3 clusters Score -1275960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1275959.625000 Penalty: 4579.364746
	Iteration 48Q: 3 clusters Score -1275960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1275959.125000 Penalty: 4579.364746
	Iteration 49Q: 3 clusters Score -1275959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1275959.125000 Penalty: 4579.364746
	Iteration 50F: 3 clusters Score -1275959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Entering Unmasked Estep 
Score: -612219.687500 Penalty: 2098.811035
	Iteration 0F: 2 clusters Score -612219.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -607894.750000 Penalty: 4197.622070
	Iteration 0F: 3 clusters Score -607894.8 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -608937.125000 Penalty: 4197.622070
	Iteration 1F: 3 clusters Score -608937.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -609144.187500 Penalty: 4197.622070
	Iteration 2F: 3 clusters Score -609144.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -609277.375000 Penalty: 4197.622070
	Iteration 3F: 3 clusters Score -609277.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -609363.187500 Penalty: 4197.622070
	Iteration 4Q: 3 clusters Score -609363.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -609438.750000 Penalty: 4197.622070
	Iteration 5Q: 3 clusters Score -609438.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -609499.187500 Penalty: 4197.622070
	Iteration 6Q: 3 clusters Score -609499.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -609553.187500 Penalty: 4197.622070
	Iteration 7Q: 3 clusters Score -609553.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -609608.187500 Penalty: 4197.622070
	Iteration 8Q: 3 clusters Score -609608.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -609656.062500 Penalty: 4197.622070
	Iteration 9Q: 3 clusters Score -609656.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -609707.125000 Penalty: 4197.622070
	Iteration 10Q: 3 clusters Score -609707.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -609759.687500 Penalty: 4197.622070
	Iteration 11Q: 3 clusters Score -609759.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -609819.375000 Penalty: 4197.622070
	Iteration 12Q: 3 clusters Score -609819.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -609887.062500 Penalty: 4197.622070
	Iteration 13Q: 3 clusters Score -609887.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -609960.875000 Penalty: 4197.622070
	Iteration 14Q: 3 clusters Score -609960.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -610036.500000 Penalty: 4197.622070
	Iteration 15Q: 3 clusters Score -610036.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -610130.062500 Penalty: 4197.622070
	Iteration 16Q: 3 clusters Score -610130.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -610262.437500 Penalty: 4197.622070
	Iteration 17Q: 3 clusters Score -610262.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -610437.375000 Penalty: 4197.622070
	Iteration 18Q: 3 clusters Score -610437.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -610641.750000 Penalty: 4197.622070
	Iteration 19Q: 3 clusters Score -610641.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -610843.812500 Penalty: 4197.622070
	Iteration 20F: 3 clusters Score -610843.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -611010.187500 Penalty: 4197.622070
	Iteration 21Q: 3 clusters Score -611010.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -611138.562500 Penalty: 4197.622070
	Iteration 22Q: 3 clusters Score -611138.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -611196.437500 Penalty: 4197.622070
	Iteration 23Q: 3 clusters Score -611196.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -611211.687500 Penalty: 4197.622070
	Iteration 24Q: 3 clusters Score -611211.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -611215.000000 Penalty: 4197.622070
	Iteration 25Q: 3 clusters Score -611215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -611216.500000 Penalty: 4197.622070
	Iteration 26Q: 3 clusters Score -611216.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -611218.000000 Penalty: 4197.622070
	Iteration 27Q: 3 clusters Score -611218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -611218.125000 Penalty: 4197.622070
	Iteration 28Q: 3 clusters Score -611218.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -611218.125000 Penalty: 4197.622070
	Iteration 29F: 3 clusters Score -611218.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -44362.707031 Penalty: 1495.013062
	Iteration 0F: 2 clusters Score -44362.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43036.914062 Penalty: 2990.026123
	Iteration 0F: 3 clusters Score -43036.91 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43195.386719 Penalty: 2990.026123
	Iteration 1F: 3 clusters Score -43195.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43270.613281 Penalty: 2990.026123
	Iteration 2F: 3 clusters Score -43270.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43374.957031 Penalty: 2990.026123
	Iteration 3F: 3 clusters Score -43374.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -43466.210938 Penalty: 2990.026123
	Iteration 4F: 3 clusters Score -43466.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43509.687500 Penalty: 2990.026123
	Iteration 5Q: 3 clusters Score -43509.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -43624.261719 Penalty: 2990.026123
	Iteration 6Q: 3 clusters Score -43624.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -43651.121094 Penalty: 2990.026123
	Iteration 7Q: 3 clusters Score -43651.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -43655.480469 Penalty: 2990.026123
	Iteration 8Q: 3 clusters Score -43655.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -43655.480469 Penalty: 2990.026123
	Iteration 9F: 3 clusters Score -43655.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Entering Unmasked Estep 
Score: -1773968.000000 Penalty: 2369.919434
	Iteration 0F: 2 clusters Score -1773968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1763678.500000 Penalty: 4739.838867
	Iteration 0F: 3 clusters Score -1763678 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1767490.625000 Penalty: 4739.838867
	Iteration 1F: 3 clusters Score -1767491 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1768565.500000 Penalty: 4739.838867
	Iteration 2F: 3 clusters Score -1768566 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1769900.375000 Penalty: 4739.838867
	Iteration 3F: 3 clusters Score -1769900 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1771100.125000 Penalty: 4739.838867
	Iteration 4F: 3 clusters Score -1771100 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1771757.625000 Penalty: 4739.838867
	Iteration 5F: 3 clusters Score -1771758 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1772088.875000 Penalty: 4739.838867
	Iteration 6Q: 3 clusters Score -1772089 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1772256.750000 Penalty: 4739.838867
	Iteration 7Q: 3 clusters Score -1772257 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1772334.625000 Penalty: 4739.838867
	Iteration 8Q: 3 clusters Score -1772335 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1772369.000000 Penalty: 4739.838867
	Iteration 9Q: 3 clusters Score -1772369 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1772395.250000 Penalty: 4739.838867
	Iteration 10Q: 3 clusters Score -1772395 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1772400.000000 Penalty: 4739.838867
	Iteration 11Q: 3 clusters Score -1772400 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1772412.250000 Penalty: 4739.838867
	Iteration 12Q: 3 clusters Score -1772412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1772408.250000 Penalty: 4739.838867
	Iteration 13Q: 3 clusters Score -1772408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1772415.250000 Penalty: 4739.838867
	Iteration 14Q: 3 clusters Score -1772415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1772415.750000 Penalty: 4739.838867
	Iteration 15Q: 3 clusters Score -1772416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1772422.000000 Penalty: 4739.838867
	Iteration 16Q: 3 clusters Score -1772422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1772422.500000 Penalty: 4739.838867
	Iteration 17Q: 3 clusters Score -1772422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1772423.750000 Penalty: 4739.838867
	Iteration 18Q: 3 clusters Score -1772424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1772421.875000 Penalty: 4739.838867
	Iteration 19Q: 3 clusters Score -1772422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1772421.000000 Penalty: 4739.838867
	Iteration 20F: 3 clusters Score -1772421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1772421.500000 Penalty: 4739.838867
	Iteration 21Q: 3 clusters Score -1772422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1772421.500000 Penalty: 4739.838867
	Iteration 22F: 3 clusters Score -1772422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Entering Unmasked Estep 
Score: -865570.937500 Penalty: 2197.544678
	Iteration 0F: 2 clusters Score -865570.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -859758.312500 Penalty: 4395.089355
	Iteration 0F: 3 clusters Score -859758.3 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -861521.000000 Penalty: 4395.089355
	Iteration 1F: 3 clusters Score -861521 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -861908.750000 Penalty: 4395.089355
	Iteration 2F: 3 clusters Score -861908.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -862171.375000 Penalty: 4395.089355
	Iteration 3F: 3 clusters Score -862171.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -862373.937500 Penalty: 4395.089355
	Iteration 4Q: 3 clusters Score -862373.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -862535.000000 Penalty: 4395.089355
	Iteration 5Q: 3 clusters Score -862535 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -862699.062500 Penalty: 4395.089355
	Iteration 6Q: 3 clusters Score -862699.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -862873.812500 Penalty: 4395.089355
	Iteration 7Q: 3 clusters Score -862873.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -863036.375000 Penalty: 4395.089355
	Iteration 8Q: 3 clusters Score -863036.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -863209.562500 Penalty: 4395.089355
	Iteration 9Q: 3 clusters Score -863209.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -863407.312500 Penalty: 4395.089355
	Iteration 10Q: 3 clusters Score -863407.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -863576.812500 Penalty: 4395.089355
	Iteration 11Q: 3 clusters Score -863576.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -863748.625000 Penalty: 4395.089355
	Iteration 12Q: 3 clusters Score -863748.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -863899.250000 Penalty: 4395.089355
	Iteration 13Q: 3 clusters Score -863899.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -864062.687500 Penalty: 4395.089355
	Iteration 14Q: 3 clusters Score -864062.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -864183.625000 Penalty: 4395.089355
	Iteration 15Q: 3 clusters Score -864183.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -864270.250000 Penalty: 4395.089355
	Iteration 16Q: 3 clusters Score -864270.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -864351.125000 Penalty: 4395.089355
	Iteration 17Q: 3 clusters Score -864351.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -864436.562500 Penalty: 4395.089355
	Iteration 18Q: 3 clusters Score -864436.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -864520.562500 Penalty: 4395.089355
	Iteration 19Q: 3 clusters Score -864520.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -864568.125000 Penalty: 4395.089355
	Iteration 20F: 3 clusters Score -864568.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -864612.000000 Penalty: 4395.089355
	Iteration 21Q: 3 clusters Score -864612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -864667.187500 Penalty: 4395.089355
	Iteration 22Q: 3 clusters Score -864667.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -864720.500000 Penalty: 4395.089355
	Iteration 23Q: 3 clusters Score -864720.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -864771.375000 Penalty: 4395.089355
	Iteration 24Q: 3 clusters Score -864771.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -864805.125000 Penalty: 4395.089355
	Iteration 25Q: 3 clusters Score -864805.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -864848.125000 Penalty: 4395.089355
	Iteration 26Q: 3 clusters Score -864848.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -864885.812500 Penalty: 4395.089355
	Iteration 27Q: 3 clusters Score -864885.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -864908.062500 Penalty: 4395.089355
	Iteration 28Q: 3 clusters Score -864908.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -864926.625000 Penalty: 4395.089355
	Iteration 29Q: 3 clusters Score -864926.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -864943.187500 Penalty: 4395.089355
	Iteration 30Q: 3 clusters Score -864943.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -864957.125000 Penalty: 4395.089355
	Iteration 31Q: 3 clusters Score -864957.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -864974.750000 Penalty: 4395.089355
	Iteration 32Q: 3 clusters Score -864974.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -864992.250000 Penalty: 4395.089355
	Iteration 33Q: 3 clusters Score -864992.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -865010.750000 Penalty: 4395.089355
	Iteration 34Q: 3 clusters Score -865010.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -865043.187500 Penalty: 4395.089355
	Iteration 35Q: 3 clusters Score -865043.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -865081.000000 Penalty: 4395.089355
	Iteration 36Q: 3 clusters Score -865081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -865103.937500 Penalty: 4395.089355
	Iteration 37Q: 3 clusters Score -865103.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -865112.562500 Penalty: 4395.089355
	Iteration 38Q: 3 clusters Score -865112.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -865118.312500 Penalty: 4395.089355
	Iteration 39Q: 3 clusters Score -865118.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -865118.125000 Penalty: 4395.089355
	Iteration 40F: 3 clusters Score -865118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -865118.187500 Penalty: 4395.089355
	Iteration 41Q: 3 clusters Score -865118.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -865118.187500 Penalty: 4395.089355
	Iteration 42F: 3 clusters Score -865118.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Entering Unmasked Estep 
Score: -1179571.000000 Penalty: 2296.806885
	Iteration 0F: 2 clusters Score -1179571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1171660.375000 Penalty: 4593.613770
	Iteration 0F: 3 clusters Score -1171660 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1174441.875000 Penalty: 4593.613770
	Iteration 1F: 3 clusters Score -1174442 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1175118.625000 Penalty: 4593.613770
	Iteration 2F: 3 clusters Score -1175119 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1175625.000000 Penalty: 4593.613770
	Iteration 3F: 3 clusters Score -1175625 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1176018.125000 Penalty: 4593.613770
	Iteration 4F: 3 clusters Score -1176018 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1176318.875000 Penalty: 4593.613770
	Iteration 5Q: 3 clusters Score -1176319 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1176551.500000 Penalty: 4593.613770
	Iteration 6Q: 3 clusters Score -1176552 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1176760.000000 Penalty: 4593.613770
	Iteration 7Q: 3 clusters Score -1176760 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1176954.000000 Penalty: 4593.613770
	Iteration 8Q: 3 clusters Score -1176954 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1177131.125000 Penalty: 4593.613770
	Iteration 9Q: 3 clusters Score -1177131 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1177287.750000 Penalty: 4593.613770
	Iteration 10Q: 3 clusters Score -1177288 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1177408.500000 Penalty: 4593.613770
	Iteration 11Q: 3 clusters Score -1177408 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1177503.500000 Penalty: 4593.613770
	Iteration 12Q: 3 clusters Score -1177504 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1177586.375000 Penalty: 4593.613770
	Iteration 13Q: 3 clusters Score -1177586 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1177636.125000 Penalty: 4593.613770
	Iteration 14Q: 3 clusters Score -1177636 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1177680.750000 Penalty: 4593.613770
	Iteration 15Q: 3 clusters Score -1177681 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1177712.375000 Penalty: 4593.613770
	Iteration 16Q: 3 clusters Score -1177712 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1177740.125000 Penalty: 4593.613770
	Iteration 17Q: 3 clusters Score -1177740 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1177760.500000 Penalty: 4593.613770
	Iteration 18Q: 3 clusters Score -1177760 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1177771.875000 Penalty: 4593.613770
	Iteration 19Q: 3 clusters Score -1177772 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1177786.375000 Penalty: 4593.613770
	Iteration 20F: 3 clusters Score -1177786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1177798.625000 Penalty: 4593.613770
	Iteration 21Q: 3 clusters Score -1177799 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1177813.250000 Penalty: 4593.613770
	Iteration 22Q: 3 clusters Score -1177813 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1177830.500000 Penalty: 4593.613770
	Iteration 23Q: 3 clusters Score -1177830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1177846.500000 Penalty: 4593.613770
	Iteration 24Q: 3 clusters Score -1177846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1177865.750000 Penalty: 4593.613770
	Iteration 25Q: 3 clusters Score -1177866 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1177888.750000 Penalty: 4593.613770
	Iteration 26Q: 3 clusters Score -1177889 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1177911.625000 Penalty: 4593.613770
	Iteration 27Q: 3 clusters Score -1177912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1177932.125000 Penalty: 4593.613770
	Iteration 28Q: 3 clusters Score -1177932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1177946.250000 Penalty: 4593.613770
	Iteration 29Q: 3 clusters Score -1177946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1177970.250000 Penalty: 4593.613770
	Iteration 30Q: 3 clusters Score -1177970 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1177985.250000 Penalty: 4593.613770
	Iteration 31Q: 3 clusters Score -1177985 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1177995.500000 Penalty: 4593.613770
	Iteration 32Q: 3 clusters Score -1177996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1178004.000000 Penalty: 4593.613770
	Iteration 33Q: 3 clusters Score -1178004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1178009.875000 Penalty: 4593.613770
	Iteration 34Q: 3 clusters Score -1178010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1178018.500000 Penalty: 4593.613770
	Iteration 35Q: 3 clusters Score -1178018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1178021.750000 Penalty: 4593.613770
	Iteration 36Q: 3 clusters Score -1178022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1178024.875000 Penalty: 4593.613770
	Iteration 37Q: 3 clusters Score -1178025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1178028.250000 Penalty: 4593.613770
	Iteration 38Q: 3 clusters Score -1178028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1178029.625000 Penalty: 4593.613770
	Iteration 39Q: 3 clusters Score -1178030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1178032.375000 Penalty: 4593.613770
	Iteration 40F: 3 clusters Score -1178032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1178033.875000 Penalty: 4593.613770
	Iteration 41Q: 3 clusters Score -1178034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1178034.500000 Penalty: 4593.613770
	Iteration 42Q: 3 clusters Score -1178034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1178033.875000 Penalty: 4593.613770
	Iteration 43Q: 3 clusters Score -1178034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1178033.375000 Penalty: 4593.613770
	Iteration 44Q: 3 clusters Score -1178033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1178034.500000 Penalty: 4593.613770
	Iteration 45Q: 3 clusters Score -1178034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1178034.625000 Penalty: 4593.613770
	Iteration 46Q: 3 clusters Score -1178035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1178038.750000 Penalty: 4593.613770
	Iteration 47Q: 3 clusters Score -1178039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1178038.750000 Penalty: 4593.613770
	Iteration 48Q: 3 clusters Score -1178039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1178038.750000 Penalty: 4593.613770
	Iteration 49F: 3 clusters Score -1178039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Entering Unmasked Estep 
Score: -1907567.625000 Penalty: 2377.353271
	Iteration 0F: 2 clusters Score -1907568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1896972.500000 Penalty: 4754.706543
	Iteration 0F: 3 clusters Score -1896972 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1900275.875000 Penalty: 4754.706543
	Iteration 1F: 3 clusters Score -1900276 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1900616.500000 Penalty: 4754.706543
	Iteration 2F: 3 clusters Score -1900616 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1900866.625000 Penalty: 4754.706543
	Iteration 3Q: 3 clusters Score -1900867 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1901059.500000 Penalty: 4754.706543
	Iteration 4Q: 3 clusters Score -1901060 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1901243.125000 Penalty: 4754.706543
	Iteration 5Q: 3 clusters Score -1901243 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1901405.625000 Penalty: 4754.706543
	Iteration 6Q: 3 clusters Score -1901406 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1901586.750000 Penalty: 4754.706543
	Iteration 7Q: 3 clusters Score -1901587 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1901786.375000 Penalty: 4754.706543
	Iteration 8Q: 3 clusters Score -1901786 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1902016.875000 Penalty: 4754.706543
	Iteration 9Q: 3 clusters Score -1902017 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1902282.000000 Penalty: 4754.706543
	Iteration 10Q: 3 clusters Score -1902282 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1902580.625000 Penalty: 4754.706543
	Iteration 11Q: 3 clusters Score -1902581 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1902930.375000 Penalty: 4754.706543
	Iteration 12Q: 3 clusters Score -1902930 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1903276.500000 Penalty: 4754.706543
	Iteration 13Q: 3 clusters Score -1903276 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1903589.250000 Penalty: 4754.706543
	Iteration 14Q: 3 clusters Score -1903589 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1903885.000000 Penalty: 4754.706543
	Iteration 15Q: 3 clusters Score -1903885 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1904182.875000 Penalty: 4754.706543
	Iteration 16Q: 3 clusters Score -1904183 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1904462.625000 Penalty: 4754.706543
	Iteration 17Q: 3 clusters Score -1904463 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1904652.375000 Penalty: 4754.706543
	Iteration 18Q: 3 clusters Score -1904652 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1904823.500000 Penalty: 4754.706543
	Iteration 19Q: 3 clusters Score -1904824 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1904948.250000 Penalty: 4754.706543
	Iteration 20F: 3 clusters Score -1904948 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1905050.375000 Penalty: 4754.706543
	Iteration 21Q: 3 clusters Score -1905050 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1905132.875000 Penalty: 4754.706543
	Iteration 22Q: 3 clusters Score -1905133 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1905195.375000 Penalty: 4754.706543
	Iteration 23Q: 3 clusters Score -1905195 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1905265.625000 Penalty: 4754.706543
	Iteration 24Q: 3 clusters Score -1905266 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1905313.875000 Penalty: 4754.706543
	Iteration 25Q: 3 clusters Score -1905314 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1905350.250000 Penalty: 4754.706543
	Iteration 26Q: 3 clusters Score -1905350 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1905374.625000 Penalty: 4754.706543
	Iteration 27Q: 3 clusters Score -1905375 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1905403.750000 Penalty: 4754.706543
	Iteration 28Q: 3 clusters Score -1905404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1905428.625000 Penalty: 4754.706543
	Iteration 29Q: 3 clusters Score -1905429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1905446.875000 Penalty: 4754.706543
	Iteration 30Q: 3 clusters Score -1905447 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1905461.250000 Penalty: 4754.706543
	Iteration 31Q: 3 clusters Score -1905461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1905469.500000 Penalty: 4754.706543
	Iteration 32Q: 3 clusters Score -1905470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1905483.250000 Penalty: 4754.706543
	Iteration 33Q: 3 clusters Score -1905483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1905497.375000 Penalty: 4754.706543
	Iteration 34Q: 3 clusters Score -1905497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1905500.500000 Penalty: 4754.706543
	Iteration 35Q: 3 clusters Score -1905500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1905502.625000 Penalty: 4754.706543
	Iteration 36Q: 3 clusters Score -1905503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1905506.375000 Penalty: 4754.706543
	Iteration 37Q: 3 clusters Score -1905506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1905507.500000 Penalty: 4754.706543
	Iteration 38Q: 3 clusters Score -1905508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1905510.750000 Penalty: 4754.706543
	Iteration 39Q: 3 clusters Score -1905511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1905513.000000 Penalty: 4754.706543
	Iteration 40F: 3 clusters Score -1905513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1905515.000000 Penalty: 4754.706543
	Iteration 41Q: 3 clusters Score -1905515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1905519.500000 Penalty: 4754.706543
	Iteration 42Q: 3 clusters Score -1905520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1905521.375000 Penalty: 4754.706543
	Iteration 43Q: 3 clusters Score -1905521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1905527.875000 Penalty: 4754.706543
	Iteration 44Q: 3 clusters Score -1905528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1905528.250000 Penalty: 4754.706543
	Iteration 45Q: 3 clusters Score -1905528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1905530.625000 Penalty: 4754.706543
	Iteration 46Q: 3 clusters Score -1905531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1905533.875000 Penalty: 4754.706543
	Iteration 47Q: 3 clusters Score -1905534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1905533.625000 Penalty: 4754.706543
	Iteration 48Q: 3 clusters Score -1905534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1905533.625000 Penalty: 4754.706543
	Iteration 49F: 3 clusters Score -1905534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Entering Unmasked Estep 
Score: -356395.781250 Penalty: 1961.462280
	Iteration 0F: 2 clusters Score -356395.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -353297.468750 Penalty: 3922.924561
	Iteration 0F: 3 clusters Score -353297.5 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -353860.031250 Penalty: 3922.924561
	Iteration 1F: 3 clusters Score -353860 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -354031.000000 Penalty: 3922.924561
	Iteration 2F: 3 clusters Score -354031 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -354122.781250 Penalty: 3922.924561
	Iteration 3Q: 3 clusters Score -354122.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -354173.593750 Penalty: 3922.924561
	Iteration 4Q: 3 clusters Score -354173.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -354212.218750 Penalty: 3922.924561
	Iteration 5Q: 3 clusters Score -354212.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -354237.468750 Penalty: 3922.924561
	Iteration 6Q: 3 clusters Score -354237.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -354254.125000 Penalty: 3922.924561
	Iteration 7Q: 3 clusters Score -354254.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -354275.718750 Penalty: 3922.924561
	Iteration 8Q: 3 clusters Score -354275.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -354286.312500 Penalty: 3922.924561
	Iteration 9Q: 3 clusters Score -354286.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -354294.125000 Penalty: 3922.924561
	Iteration 10Q: 3 clusters Score -354294.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -354301.781250 Penalty: 3922.924561
	Iteration 11Q: 3 clusters Score -354301.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -354306.406250 Penalty: 3922.924561
	Iteration 12Q: 3 clusters Score -354306.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -354309.062500 Penalty: 3922.924561
	Iteration 13Q: 3 clusters Score -354309.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -354312.718750 Penalty: 3922.924561
	Iteration 14Q: 3 clusters Score -354312.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -354315.781250 Penalty: 3922.924561
	Iteration 15Q: 3 clusters Score -354315.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -354317.625000 Penalty: 3922.924561
	Iteration 16Q: 3 clusters Score -354317.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -354319.437500 Penalty: 3922.924561
	Iteration 17Q: 3 clusters Score -354319.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -354320.000000 Penalty: 3922.924561
	Iteration 18Q: 3 clusters Score -354320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -354320.937500 Penalty: 3922.924561
	Iteration 19Q: 3 clusters Score -354320.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -354322.031250 Penalty: 3922.924561
	Iteration 20F: 3 clusters Score -354322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -354324.437500 Penalty: 3922.924561
	Iteration 21Q: 3 clusters Score -354324.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -354326.625000 Penalty: 3922.924561
	Iteration 22Q: 3 clusters Score -354326.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -354327.718750 Penalty: 3922.924561
	Iteration 23Q: 3 clusters Score -354327.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -354330.437500 Penalty: 3922.924561
	Iteration 24Q: 3 clusters Score -354330.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -354333.750000 Penalty: 3922.924561
	Iteration 25Q: 3 clusters Score -354333.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -354336.937500 Penalty: 3922.924561
	Iteration 26Q: 3 clusters Score -354336.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -354340.218750 Penalty: 3922.924561
	Iteration 27Q: 3 clusters Score -354340.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -354350.312500 Penalty: 3922.924561
	Iteration 28Q: 3 clusters Score -354350.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -354357.218750 Penalty: 3922.924561
	Iteration 29Q: 3 clusters Score -354357.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -354363.000000 Penalty: 3922.924561
	Iteration 30Q: 3 clusters Score -354363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -354368.875000 Penalty: 3922.924561
	Iteration 31Q: 3 clusters Score -354368.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -354372.062500 Penalty: 3922.924561
	Iteration 32Q: 3 clusters Score -354372.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -354372.593750 Penalty: 3922.924561
	Iteration 33Q: 3 clusters Score -354372.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -354373.625000 Penalty: 3922.924561
	Iteration 34Q: 3 clusters Score -354373.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -354375.125000 Penalty: 3922.924561
	Iteration 35Q: 3 clusters Score -354375.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -354376.906250 Penalty: 3922.924561
	Iteration 36Q: 3 clusters Score -354376.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -354378.031250 Penalty: 3922.924561
	Iteration 37Q: 3 clusters Score -354378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -354380.531250 Penalty: 3922.924561
	Iteration 38Q: 3 clusters Score -354380.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -354381.156250 Penalty: 3922.924561
	Iteration 39Q: 3 clusters Score -354381.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -354381.468750 Penalty: 3922.924561
	Iteration 40F: 3 clusters Score -354381.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Entering Unmasked Estep 
Score: -214437.156250 Penalty: 1854.866333
	Iteration 0F: 2 clusters Score -214437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -211959.640625 Penalty: 3709.732666
	Iteration 0F: 3 clusters Score -211959.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -212424.703125 Penalty: 3709.732666
	Iteration 1F: 3 clusters Score -212424.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -212529.578125 Penalty: 3709.732666
	Iteration 2F: 3 clusters Score -212529.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -212584.421875 Penalty: 3709.732666
	Iteration 3Q: 3 clusters Score -212584.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -212611.578125 Penalty: 3709.732666
	Iteration 4Q: 3 clusters Score -212611.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -212630.750000 Penalty: 3709.732666
	Iteration 5Q: 3 clusters Score -212630.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -212643.234375 Penalty: 3709.732666
	Iteration 6Q: 3 clusters Score -212643.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -212652.093750 Penalty: 3709.732666
	Iteration 7Q: 3 clusters Score -212652.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -212656.625000 Penalty: 3709.732666
	Iteration 8Q: 3 clusters Score -212656.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -212659.921875 Penalty: 3709.732666
	Iteration 9Q: 3 clusters Score -212659.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -212664.968750 Penalty: 3709.732666
	Iteration 10Q: 3 clusters Score -212665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -212670.390625 Penalty: 3709.732666
	Iteration 11Q: 3 clusters Score -212670.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -212674.671875 Penalty: 3709.732666
	Iteration 12Q: 3 clusters Score -212674.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -212678.078125 Penalty: 3709.732666
	Iteration 13Q: 3 clusters Score -212678.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -212683.406250 Penalty: 3709.732666
	Iteration 14Q: 3 clusters Score -212683.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -212686.703125 Penalty: 3709.732666
	Iteration 15Q: 3 clusters Score -212686.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -212688.890625 Penalty: 3709.732666
	Iteration 16Q: 3 clusters Score -212688.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -212692.625000 Penalty: 3709.732666
	Iteration 17Q: 3 clusters Score -212692.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -212699.906250 Penalty: 3709.732666
	Iteration 18Q: 3 clusters Score -212699.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -212703.984375 Penalty: 3709.732666
	Iteration 19Q: 3 clusters Score -212704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -212706.468750 Penalty: 3709.732666
	Iteration 20F: 3 clusters Score -212706.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -212708.890625 Penalty: 3709.732666
	Iteration 21Q: 3 clusters Score -212708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -212711.531250 Penalty: 3709.732666
	Iteration 22Q: 3 clusters Score -212711.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -212714.906250 Penalty: 3709.732666
	Iteration 23Q: 3 clusters Score -212714.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -212718.140625 Penalty: 3709.732666
	Iteration 24Q: 3 clusters Score -212718.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -212720.906250 Penalty: 3709.732666
	Iteration 25Q: 3 clusters Score -212720.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -212724.343750 Penalty: 3709.732666
	Iteration 26Q: 3 clusters Score -212724.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -212728.125000 Penalty: 3709.732666
	Iteration 27Q: 3 clusters Score -212728.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -212731.093750 Penalty: 3709.732666
	Iteration 28Q: 3 clusters Score -212731.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -212735.578125 Penalty: 3709.732666
	Iteration 29Q: 3 clusters Score -212735.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -212739.812500 Penalty: 3709.732666
	Iteration 30Q: 3 clusters Score -212739.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -212743.640625 Penalty: 3709.732666
	Iteration 31Q: 3 clusters Score -212743.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -212747.343750 Penalty: 3709.732666
	Iteration 32Q: 3 clusters Score -212747.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -212754.296875 Penalty: 3709.732666
	Iteration 33Q: 3 clusters Score -212754.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -212757.171875 Penalty: 3709.732666
	Iteration 34Q: 3 clusters Score -212757.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -212761.343750 Penalty: 3709.732666
	Iteration 35Q: 3 clusters Score -212761.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -212762.531250 Penalty: 3709.732666
	Iteration 36Q: 3 clusters Score -212762.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -212763.546875 Penalty: 3709.732666
	Iteration 37Q: 3 clusters Score -212763.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -212765.062500 Penalty: 3709.732666
	Iteration 38Q: 3 clusters Score -212765.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -212765.921875 Penalty: 3709.732666
	Iteration 39Q: 3 clusters Score -212765.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -212766.578125 Penalty: 3709.732666
	Iteration 40F: 3 clusters Score -212766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -212768.640625 Penalty: 3709.732666
	Iteration 41Q: 3 clusters Score -212768.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -212769.671875 Penalty: 3709.732666
	Iteration 42Q: 3 clusters Score -212769.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -212771.062500 Penalty: 3709.732666
	Iteration 43Q: 3 clusters Score -212771.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -212772.765625 Penalty: 3709.732666
	Iteration 44Q: 3 clusters Score -212772.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -212774.078125 Penalty: 3709.732666
	Iteration 45Q: 3 clusters Score -212774.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -212774.078125 Penalty: 3709.732666
	Iteration 46F: 3 clusters Score -212774.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Entering Unmasked Estep 
Score: -1927324.500000 Penalty: 2396.504639
	Iteration 0F: 2 clusters Score -1927324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1915983.375000 Penalty: 4793.009277
	Iteration 0F: 3 clusters Score -1915983 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1919687.500000 Penalty: 4793.009277
	Iteration 1F: 3 clusters Score -1919688 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1920100.000000 Penalty: 4793.009277
	Iteration 2F: 3 clusters Score -1920100 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1920467.750000 Penalty: 4793.009277
	Iteration 3F: 3 clusters Score -1920468 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1920840.875000 Penalty: 4793.009277
	Iteration 4Q: 3 clusters Score -1920841 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1921263.250000 Penalty: 4793.009277
	Iteration 5Q: 3 clusters Score -1921263 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1921676.750000 Penalty: 4793.009277
	Iteration 6Q: 3 clusters Score -1921677 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1922127.125000 Penalty: 4793.009277
	Iteration 7Q: 3 clusters Score -1922127 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1922603.875000 Penalty: 4793.009277
	Iteration 8Q: 3 clusters Score -1922604 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1923109.625000 Penalty: 4793.009277
	Iteration 9Q: 3 clusters Score -1923110 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1923621.875000 Penalty: 4793.009277
	Iteration 10Q: 3 clusters Score -1923622 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1924042.375000 Penalty: 4793.009277
	Iteration 11Q: 3 clusters Score -1924042 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1924347.500000 Penalty: 4793.009277
	Iteration 12Q: 3 clusters Score -1924348 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1924620.625000 Penalty: 4793.009277
	Iteration 13Q: 3 clusters Score -1924621 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1924829.125000 Penalty: 4793.009277
	Iteration 14Q: 3 clusters Score -1924829 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1924946.750000 Penalty: 4793.009277
	Iteration 15Q: 3 clusters Score -1924947 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1925021.500000 Penalty: 4793.009277
	Iteration 16Q: 3 clusters Score -1925022 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1925082.750000 Penalty: 4793.009277
	Iteration 17Q: 3 clusters Score -1925083 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1925121.250000 Penalty: 4793.009277
	Iteration 18Q: 3 clusters Score -1925121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1925152.875000 Penalty: 4793.009277
	Iteration 19Q: 3 clusters Score -1925153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1925171.625000 Penalty: 4793.009277
	Iteration 20F: 3 clusters Score -1925172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1925178.000000 Penalty: 4793.009277
	Iteration 21Q: 3 clusters Score -1925178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1925186.625000 Penalty: 4793.009277
	Iteration 22Q: 3 clusters Score -1925187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1925189.375000 Penalty: 4793.009277
	Iteration 23Q: 3 clusters Score -1925189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1925192.500000 Penalty: 4793.009277
	Iteration 24Q: 3 clusters Score -1925192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1925194.500000 Penalty: 4793.009277
	Iteration 25Q: 3 clusters Score -1925194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1925199.875000 Penalty: 4793.009277
	Iteration 26Q: 3 clusters Score -1925200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1925207.125000 Penalty: 4793.009277
	Iteration 27Q: 3 clusters Score -1925207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1925207.125000 Penalty: 4793.009277
	Iteration 28Q: 3 clusters Score -1925207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1925207.125000 Penalty: 4793.009277
	Iteration 29F: 3 clusters Score -1925207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Entering Unmasked Estep 
Score: -1615490.250000 Penalty: 2344.764893
	Iteration 0F: 2 clusters Score -1615490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1606193.000000 Penalty: 4689.529785
	Iteration 0F: 3 clusters Score -1606193 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1609361.750000 Penalty: 4689.529785
	Iteration 1F: 3 clusters Score -1609362 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1610235.750000 Penalty: 4689.529785
	Iteration 2F: 3 clusters Score -1610236 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1611115.250000 Penalty: 4689.529785
	Iteration 3F: 3 clusters Score -1611115 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1611872.000000 Penalty: 4689.529785
	Iteration 4F: 3 clusters Score -1611872 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1612323.250000 Penalty: 4689.529785
	Iteration 5F: 3 clusters Score -1612323 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1612611.000000 Penalty: 4689.529785
	Iteration 6Q: 3 clusters Score -1612611 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1612793.375000 Penalty: 4689.529785
	Iteration 7Q: 3 clusters Score -1612793 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1612893.625000 Penalty: 4689.529785
	Iteration 8Q: 3 clusters Score -1612894 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1612943.875000 Penalty: 4689.529785
	Iteration 9Q: 3 clusters Score -1612944 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1612985.375000 Penalty: 4689.529785
	Iteration 10Q: 3 clusters Score -1612985 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1613017.625000 Penalty: 4689.529785
	Iteration 11Q: 3 clusters Score -1613018 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1613031.125000 Penalty: 4689.529785
	Iteration 12Q: 3 clusters Score -1613031 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1613044.875000 Penalty: 4689.529785
	Iteration 13Q: 3 clusters Score -1613045 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1613057.000000 Penalty: 4689.529785
	Iteration 14Q: 3 clusters Score -1613057 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1613060.625000 Penalty: 4689.529785
	Iteration 15Q: 3 clusters Score -1613061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1613064.875000 Penalty: 4689.529785
	Iteration 16Q: 3 clusters Score -1613065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1613072.750000 Penalty: 4689.529785
	Iteration 17Q: 3 clusters Score -1613073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1613078.500000 Penalty: 4689.529785
	Iteration 18Q: 3 clusters Score -1613078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1613074.500000 Penalty: 4689.529785
	Iteration 19Q: 3 clusters Score -1613074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1613080.250000 Penalty: 4689.529785
	Iteration 20F: 3 clusters Score -1613080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1613088.125000 Penalty: 4689.529785
	Iteration 21Q: 3 clusters Score -1613088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1613093.000000 Penalty: 4689.529785
	Iteration 22Q: 3 clusters Score -1613093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1613094.875000 Penalty: 4689.529785
	Iteration 23Q: 3 clusters Score -1613095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1613091.625000 Penalty: 4689.529785
	Iteration 24Q: 3 clusters Score -1613092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1613095.000000 Penalty: 4689.529785
	Iteration 25Q: 3 clusters Score -1613095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1613093.125000 Penalty: 4689.529785
	Iteration 26Q: 3 clusters Score -1613093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1613094.500000 Penalty: 4689.529785
	Iteration 27Q: 3 clusters Score -1613094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1613096.375000 Penalty: 4689.529785
	Iteration 28Q: 3 clusters Score -1613096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1613098.625000 Penalty: 4689.529785
	Iteration 29Q: 3 clusters Score -1613099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1613095.125000 Penalty: 4689.529785
	Iteration 30Q: 3 clusters Score -1613095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1613095.125000 Penalty: 4689.529785
	Iteration 31F: 3 clusters Score -1613095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Entering Unmasked Estep 
Score: -646395.500000 Penalty: 2141.209473
	Iteration 0F: 2 clusters Score -646395.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -641571.875000 Penalty: 4282.418945
	Iteration 0F: 3 clusters Score -641571.9 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -642936.625000 Penalty: 4282.418945
	Iteration 1F: 3 clusters Score -642936.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -643319.062500 Penalty: 4282.418945
	Iteration 2F: 3 clusters Score -643319.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -643651.062500 Penalty: 4282.418945
	Iteration 3F: 3 clusters Score -643651.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -643982.937500 Penalty: 4282.418945
	Iteration 4F: 3 clusters Score -643982.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -644296.250000 Penalty: 4282.418945
	Iteration 5F: 3 clusters Score -644296.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -644548.750000 Penalty: 4282.418945
	Iteration 6F: 3 clusters Score -644548.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -644784.500000 Penalty: 4282.418945
	Iteration 7Q: 3 clusters Score -644784.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -644977.937500 Penalty: 4282.418945
	Iteration 8Q: 3 clusters Score -644977.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -645114.500000 Penalty: 4282.418945
	Iteration 9Q: 3 clusters Score -645114.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -645259.750000 Penalty: 4282.418945
	Iteration 10Q: 3 clusters Score -645259.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -645427.125000 Penalty: 4282.418945
	Iteration 11Q: 3 clusters Score -645427.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -645571.687500 Penalty: 4282.418945
	Iteration 12Q: 3 clusters Score -645571.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -645704.375000 Penalty: 4282.418945
	Iteration 13Q: 3 clusters Score -645704.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -645825.500000 Penalty: 4282.418945
	Iteration 14Q: 3 clusters Score -645825.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -645948.562500 Penalty: 4282.418945
	Iteration 15Q: 3 clusters Score -645948.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -646144.562500 Penalty: 4282.418945
	Iteration 16Q: 3 clusters Score -646144.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -646434.062500 Penalty: 4282.418945
	Iteration 17Q: 3 clusters Score -646434.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -646687.125000 Penalty: 4282.418945
	Iteration 18Q: 3 clusters Score -646687.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -646787.062500 Penalty: 4282.418945
	Iteration 19Q: 3 clusters Score -646787.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -646845.937500 Penalty: 4282.418945
	Iteration 20F: 3 clusters Score -646845.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -646891.812500 Penalty: 4282.418945
	Iteration 21Q: 3 clusters Score -646891.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -646921.625000 Penalty: 4282.418945
	Iteration 22Q: 3 clusters Score -646921.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -646944.625000 Penalty: 4282.418945
	Iteration 23Q: 3 clusters Score -646944.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -646954.375000 Penalty: 4282.418945
	Iteration 24Q: 3 clusters Score -646954.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -646962.750000 Penalty: 4282.418945
	Iteration 25Q: 3 clusters Score -646962.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -646964.875000 Penalty: 4282.418945
	Iteration 26Q: 3 clusters Score -646964.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -646967.250000 Penalty: 4282.418945
	Iteration 27Q: 3 clusters Score -646967.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -646970.750000 Penalty: 4282.418945
	Iteration 28Q: 3 clusters Score -646970.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -646975.000000 Penalty: 4282.418945
	Iteration 29Q: 3 clusters Score -646975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -646975.375000 Penalty: 4282.418945
	Iteration 30Q: 3 clusters Score -646975.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -646975.937500 Penalty: 4282.418945
	Iteration 31Q: 3 clusters Score -646975.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -646975.437500 Penalty: 4282.418945
	Iteration 32Q: 3 clusters Score -646975.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -646975.437500 Penalty: 4282.418945
	Iteration 33F: 3 clusters Score -646975.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 46769 members 
Mstep: Class 3 contains 13131 members 
Mstep: Class 4 contains 169449 members 
Mstep: Class 5 contains 50234 members 
Mstep: Class 6 contains 152845 members 
Mstep: Class 7 contains 100168 members 
Mstep: Class 8 contains 77102 members 
Mstep: Class 9 contains 180060 members 
Mstep: Class 10 contains 7941 members 
Mstep: Class 11 contains 14807 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 8854 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17436 members 
Mstep: Class 17 contains 9190 members 
Mstep: Class 18 contains 11408 members 
Mstep: Class 19 contains 7087 members 
Mstep: Class 20 contains 4446 members 
Mstep: Class 21 contains 4445 members 
Mstep: Class 22 contains 8760 members 
Mstep: Class 23 contains 13002 members 
Mstep: Class 24 contains 11780 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10225 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14131 members 
Mstep: Class 30 contains 7052 members 
Mstep: Class 31 contains 10523 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15730 members 
Mstep: Class 36 contains 12768 members 
Mstep: Class 37 contains 1174 members 
Mstep: Class 38 contains 27856 members 
Mstep: Class 39 contains 21817 members 
Mstep: Class 40 contains 48201 members 
Mstep: Class 41 contains 60540 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27070 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
Score: -150808720.000000 Penalty: 152864.640625
Splitting cluster 37 changes total score from -150809152.000000 to -150808720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (27856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Entering Unmasked Estep 
Score: -3578940.250000 Penalty: 2538.231201
	Iteration 0F: 2 clusters Score -3578940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3559735.750000 Penalty: 5076.462402
	Iteration 0F: 3 clusters Score -3559736 nChanged 12441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3566440.250000 Penalty: 5076.462402
	Iteration 1F: 3 clusters Score -3566440 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -3566939.250000 Penalty: 5076.462402
	Iteration 2F: 3 clusters Score -3566939 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3567414.750000 Penalty: 5076.462402
	Iteration 3Q: 3 clusters Score -3567415 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -3567859.750000 Penalty: 5076.462402
	Iteration 4Q: 3 clusters Score -3567860 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -3568383.000000 Penalty: 5076.462402
	Iteration 5Q: 3 clusters Score -3568383 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -3569014.250000 Penalty: 5076.462402
	Iteration 6Q: 3 clusters Score -3569014 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -3569810.500000 Penalty: 5076.462402
	Iteration 7Q: 3 clusters Score -3569810 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -3570820.000000 Penalty: 5076.462402
	Iteration 8F: 3 clusters Score -3570820 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3571992.250000 Penalty: 5076.462402
	Iteration 9F: 3 clusters Score -3571992 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -3573111.250000 Penalty: 5076.462402
	Iteration 10F: 3 clusters Score -3573111 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3574071.500000 Penalty: 5076.462402
	Iteration 11Q: 3 clusters Score -3574072 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3574840.250000 Penalty: 5076.462402
	Iteration 12Q: 3 clusters Score -3574840 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3575459.500000 Penalty: 5076.462402
	Iteration 13Q: 3 clusters Score -3575460 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3575911.750000 Penalty: 5076.462402
	Iteration 14Q: 3 clusters Score -3575912 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3576204.500000 Penalty: 5076.462402
	Iteration 15Q: 3 clusters Score -3576204 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3576418.500000 Penalty: 5076.462402
	Iteration 16Q: 3 clusters Score -3576418 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3576576.250000 Penalty: 5076.462402
	Iteration 17Q: 3 clusters Score -3576576 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3576656.500000 Penalty: 5076.462402
	Iteration 18Q: 3 clusters Score -3576656 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3576740.500000 Penalty: 5076.462402
	Iteration 19Q: 3 clusters Score -3576740 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3576801.750000 Penalty: 5076.462402
	Iteration 20F: 3 clusters Score -3576802 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3576860.750000 Penalty: 5076.462402
	Iteration 21Q: 3 clusters Score -3576861 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3576895.250000 Penalty: 5076.462402
	Iteration 22Q: 3 clusters Score -3576895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3576918.750000 Penalty: 5076.462402
	Iteration 23Q: 3 clusters Score -3576919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3576930.000000 Penalty: 5076.462402
	Iteration 24Q: 3 clusters Score -3576930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3576937.250000 Penalty: 5076.462402
	Iteration 25Q: 3 clusters Score -3576937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3576942.250000 Penalty: 5076.462402
	Iteration 26Q: 3 clusters Score -3576942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3576953.750000 Penalty: 5076.462402
	Iteration 27Q: 3 clusters Score -3576954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3576956.750000 Penalty: 5076.462402
	Iteration 28Q: 3 clusters Score -3576957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3576962.500000 Penalty: 5076.462402
	Iteration 29Q: 3 clusters Score -3576962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3576963.250000 Penalty: 5076.462402
	Iteration 30Q: 3 clusters Score -3576963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3576971.000000 Penalty: 5076.462402
	Iteration 31Q: 3 clusters Score -3576971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3576973.500000 Penalty: 5076.462402
	Iteration 32Q: 3 clusters Score -3576974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3576976.750000 Penalty: 5076.462402
	Iteration 33Q: 3 clusters Score -3576977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3576978.000000 Penalty: 5076.462402
	Iteration 34Q: 3 clusters Score -3576978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3576985.250000 Penalty: 5076.462402
	Iteration 35Q: 3 clusters Score -3576985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3576993.500000 Penalty: 5076.462402
	Iteration 36Q: 3 clusters Score -3576994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3576999.250000 Penalty: 5076.462402
	Iteration 37Q: 3 clusters Score -3576999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3577003.000000 Penalty: 5076.462402
	Iteration 38Q: 3 clusters Score -3577003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3577003.000000 Penalty: 5076.462402
	Iteration 39Q: 3 clusters Score -3577003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3577004.750000 Penalty: 5076.462402
	Iteration 40F: 3 clusters Score -3577005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3577003.500000 Penalty: 5076.462402
	Iteration 41Q: 3 clusters Score -3577004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3577008.750000 Penalty: 5076.462402
	Iteration 42Q: 3 clusters Score -3577009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3577010.750000 Penalty: 5076.462402
	Iteration 43Q: 3 clusters Score -3577011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3577008.500000 Penalty: 5076.462402
	Iteration 44Q: 3 clusters Score -3577008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3577008.000000 Penalty: 5076.462402
	Iteration 45Q: 3 clusters Score -3577008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3577008.000000 Penalty: 5076.462402
	Iteration 46F: 3 clusters Score -3577008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (21817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Entering Unmasked Estep 
Score: -2876451.500000 Penalty: 2477.630371
	Iteration 0F: 2 clusters Score -2876452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2861122.250000 Penalty: 4955.260742
	Iteration 0F: 3 clusters Score -2861122 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2866307.000000 Penalty: 4955.260742
	Iteration 1F: 3 clusters Score -2866307 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2866691.500000 Penalty: 4955.260742
	Iteration 2Q: 3 clusters Score -2866692 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2866978.250000 Penalty: 4955.260742
	Iteration 3Q: 3 clusters Score -2866978 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2867229.500000 Penalty: 4955.260742
	Iteration 4Q: 3 clusters Score -2867230 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2867456.000000 Penalty: 4955.260742
	Iteration 5Q: 3 clusters Score -2867456 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2867737.500000 Penalty: 4955.260742
	Iteration 6Q: 3 clusters Score -2867738 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2868115.000000 Penalty: 4955.260742
	Iteration 7Q: 3 clusters Score -2868115 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2868633.000000 Penalty: 4955.260742
	Iteration 8Q: 3 clusters Score -2868633 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2869352.750000 Penalty: 4955.260742
	Iteration 9F: 3 clusters Score -2869353 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2870316.250000 Penalty: 4955.260742
	Iteration 10F: 3 clusters Score -2870316 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2871539.500000 Penalty: 4955.260742
	Iteration 11F: 3 clusters Score -2871540 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2872703.000000 Penalty: 4955.260742
	Iteration 12F: 3 clusters Score -2872703 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2873470.000000 Penalty: 4955.260742
	Iteration 13Q: 3 clusters Score -2873470 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2873874.750000 Penalty: 4955.260742
	Iteration 14Q: 3 clusters Score -2873875 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -2874074.750000 Penalty: 4955.260742
	Iteration 15Q: 3 clusters Score -2874075 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2874155.000000 Penalty: 4955.260742
	Iteration 16Q: 3 clusters Score -2874155 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -2874202.000000 Penalty: 4955.260742
	Iteration 17Q: 3 clusters Score -2874202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2874232.000000 Penalty: 4955.260742
	Iteration 18Q: 3 clusters Score -2874232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2874247.250000 Penalty: 4955.260742
	Iteration 19Q: 3 clusters Score -2874247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2874268.750000 Penalty: 4955.260742
	Iteration 20F: 3 clusters Score -2874269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -2874281.750000 Penalty: 4955.260742
	Iteration 21Q: 3 clusters Score -2874282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2874296.250000 Penalty: 4955.260742
	Iteration 22Q: 3 clusters Score -2874296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2874307.250000 Penalty: 4955.260742
	Iteration 23Q: 3 clusters Score -2874307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2874308.250000 Penalty: 4955.260742
	Iteration 24Q: 3 clusters Score -2874308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2874310.750000 Penalty: 4955.260742
	Iteration 25Q: 3 clusters Score -2874311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2874314.000000 Penalty: 4955.260742
	Iteration 26Q: 3 clusters Score -2874314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2874315.500000 Penalty: 4955.260742
	Iteration 27Q: 3 clusters Score -2874316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -2874320.500000 Penalty: 4955.260742
	Iteration 28Q: 3 clusters Score -2874320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2874328.500000 Penalty: 4955.260742
	Iteration 29Q: 3 clusters Score -2874328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2874328.000000 Penalty: 4955.260742
	Iteration 30Q: 3 clusters Score -2874328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2874334.250000 Penalty: 4955.260742
	Iteration 31Q: 3 clusters Score -2874334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2874338.500000 Penalty: 4955.260742
	Iteration 32Q: 3 clusters Score -2874338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2874338.000000 Penalty: 4955.260742
	Iteration 33Q: 3 clusters Score -2874338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2874340.250000 Penalty: 4955.260742
	Iteration 34Q: 3 clusters Score -2874340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2874340.250000 Penalty: 4955.260742
	Iteration 35F: 3 clusters Score -2874340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (48201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Entering Unmasked Estep 
Score: -6188382.500000 Penalty: 2674.217529
	Iteration 0F: 2 clusters Score -6188382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -6155852.500000 Penalty: 5348.435059
	Iteration 0F: 3 clusters Score -6155852 nChanged 22318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -6168340.500000 Penalty: 5348.435059
	Iteration 1F: 3 clusters Score -6168340 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -6168947.000000 Penalty: 5348.435059
	Iteration 2Q: 3 clusters Score -6168947 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -6169509.000000 Penalty: 5348.435059
	Iteration 3Q: 3 clusters Score -6169509 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -6170127.000000 Penalty: 5348.435059
	Iteration 4Q: 3 clusters Score -6170127 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -6170894.000000 Penalty: 5348.435059
	Iteration 5Q: 3 clusters Score -6170894 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -6171841.500000 Penalty: 5348.435059
	Iteration 6Q: 3 clusters Score -6171842 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -6173131.500000 Penalty: 5348.435059
	Iteration 7F: 3 clusters Score -6173132 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -6174715.000000 Penalty: 5348.435059
	Iteration 8F: 3 clusters Score -6174715 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -6176796.500000 Penalty: 5348.435059
	Iteration 9F: 3 clusters Score -6176796 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -6179088.000000 Penalty: 5348.435059
	Iteration 10F: 3 clusters Score -6179088 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -6181236.000000 Penalty: 5348.435059
	Iteration 11Q: 3 clusters Score -6181236 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -6182681.500000 Penalty: 5348.435059
	Iteration 12Q: 3 clusters Score -6182682 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -6183437.500000 Penalty: 5348.435059
	Iteration 13Q: 3 clusters Score -6183438 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -6183850.000000 Penalty: 5348.435059
	Iteration 14Q: 3 clusters Score -6183850 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -6184119.000000 Penalty: 5348.435059
	Iteration 15Q: 3 clusters Score -6184119 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -6184343.500000 Penalty: 5348.435059
	Iteration 16Q: 3 clusters Score -6184344 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -6184510.000000 Penalty: 5348.435059
	Iteration 17Q: 3 clusters Score -6184510 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -6184688.000000 Penalty: 5348.435059
	Iteration 18Q: 3 clusters Score -6184688 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -6184859.000000 Penalty: 5348.435059
	Iteration 19Q: 3 clusters Score -6184859 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -6184960.500000 Penalty: 5348.435059
	Iteration 20F: 3 clusters Score -6184960 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -6185099.500000 Penalty: 5348.435059
	Iteration 21Q: 3 clusters Score -6185100 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -6185233.500000 Penalty: 5348.435059
	Iteration 22Q: 3 clusters Score -6185234 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -6185338.500000 Penalty: 5348.435059
	Iteration 23Q: 3 clusters Score -6185338 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -6185428.000000 Penalty: 5348.435059
	Iteration 24Q: 3 clusters Score -6185428 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -6185487.000000 Penalty: 5348.435059
	Iteration 25Q: 3 clusters Score -6185487 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -6185577.500000 Penalty: 5348.435059
	Iteration 26Q: 3 clusters Score -6185578 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -6185620.000000 Penalty: 5348.435059
	Iteration 27Q: 3 clusters Score -6185620 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -6185683.500000 Penalty: 5348.435059
	Iteration 28Q: 3 clusters Score -6185684 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -6185748.500000 Penalty: 5348.435059
	Iteration 29Q: 3 clusters Score -6185748 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -6185789.000000 Penalty: 5348.435059
	Iteration 30Q: 3 clusters Score -6185789 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -6185843.500000 Penalty: 5348.435059
	Iteration 31Q: 3 clusters Score -6185844 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -6185885.500000 Penalty: 5348.435059
	Iteration 32Q: 3 clusters Score -6185886 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -6185947.500000 Penalty: 5348.435059
	Iteration 33Q: 3 clusters Score -6185948 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -6185993.500000 Penalty: 5348.435059
	Iteration 34Q: 3 clusters Score -6185994 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -6186041.500000 Penalty: 5348.435059
	Iteration 35Q: 3 clusters Score -6186042 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -6186064.000000 Penalty: 5348.435059
	Iteration 36Q: 3 clusters Score -6186064 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -6186092.000000 Penalty: 5348.435059
	Iteration 37Q: 3 clusters Score -6186092 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -6186116.500000 Penalty: 5348.435059
	Iteration 38Q: 3 clusters Score -6186116 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -6186132.500000 Penalty: 5348.435059
	Iteration 39Q: 3 clusters Score -6186132 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -6186160.500000 Penalty: 5348.435059
	Iteration 40F: 3 clusters Score -6186160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -6186170.000000 Penalty: 5348.435059
	Iteration 41Q: 3 clusters Score -6186170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -6186177.000000 Penalty: 5348.435059
	Iteration 42Q: 3 clusters Score -6186177 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -6186197.500000 Penalty: 5348.435059
	Iteration 43Q: 3 clusters Score -6186198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -6186210.500000 Penalty: 5348.435059
	Iteration 44Q: 3 clusters Score -6186210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -6186222.500000 Penalty: 5348.435059
	Iteration 45Q: 3 clusters Score -6186222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -6186229.000000 Penalty: 5348.435059
	Iteration 46Q: 3 clusters Score -6186229 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -6186242.000000 Penalty: 5348.435059
	Iteration 47Q: 3 clusters Score -6186242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -6186261.000000 Penalty: 5348.435059
	Iteration 48Q: 3 clusters Score -6186261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -6186260.500000 Penalty: 5348.435059
	Iteration 49Q: 3 clusters Score -6186260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -6186259.000000 Penalty: 5348.435059
	Iteration 50Q: 3 clusters Score -6186259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -6186275.500000 Penalty: 5348.435059
	Iteration 51Q: 3 clusters Score -6186276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -6186283.500000 Penalty: 5348.435059
	Iteration 52Q: 3 clusters Score -6186284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -6186291.000000 Penalty: 5348.435059
	Iteration 53Q: 3 clusters Score -6186291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -6186294.500000 Penalty: 5348.435059
	Iteration 54Q: 3 clusters Score -6186294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 46571 members 
Entering Unmasked Estep 
Score: -6186304.500000 Penalty: 5348.435059
	Iteration 55Q: 3 clusters Score -6186304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -6186304.500000 Penalty: 5348.435059
	Iteration 56Q: 3 clusters Score -6186304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -6186300.500000 Penalty: 5348.435059
	Iteration 57Q: 3 clusters Score -6186300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -6186300.500000 Penalty: 5348.435059
	Iteration 58Q: 3 clusters Score -6186300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -6186298.500000 Penalty: 5348.435059
	Iteration 59Q: 3 clusters Score -6186298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -6186296.500000 Penalty: 5348.435059
	Iteration 60F: 3 clusters Score -6186296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -6186301.500000 Penalty: 5348.435059
	Iteration 61Q: 3 clusters Score -6186302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -6186301.500000 Penalty: 5348.435059
	Iteration 62F: 3 clusters Score -6186302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (60540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Entering Unmasked Estep 
Score: -7328406.500000 Penalty: 2730.742920
	Iteration 0F: 2 clusters Score -7328406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -7287724.500000 Penalty: 5461.485840
	Iteration 0F: 3 clusters Score -7287724 nChanged 28254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -7304130.500000 Penalty: 5461.485840
	Iteration 1F: 3 clusters Score -7304130 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -7305230.000000 Penalty: 5461.485840
	Iteration 2Q: 3 clusters Score -7305230 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -7306789.500000 Penalty: 5461.485840
	Iteration 3F: 3 clusters Score -7306790 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -7308749.500000 Penalty: 5461.485840
	Iteration 4F: 3 clusters Score -7308750 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -7311070.000000 Penalty: 5461.485840
	Iteration 5F: 3 clusters Score -7311070 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -7313601.000000 Penalty: 5461.485840
	Iteration 6F: 3 clusters Score -7313601 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -7315924.500000 Penalty: 5461.485840
	Iteration 7F: 3 clusters Score -7315924 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -7317898.500000 Penalty: 5461.485840
	Iteration 8F: 3 clusters Score -7317898 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -7319167.000000 Penalty: 5461.485840
	Iteration 9Q: 3 clusters Score -7319167 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -7320004.000000 Penalty: 5461.485840
	Iteration 10Q: 3 clusters Score -7320004 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -7320589.000000 Penalty: 5461.485840
	Iteration 11Q: 3 clusters Score -7320589 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -7321069.500000 Penalty: 5461.485840
	Iteration 12Q: 3 clusters Score -7321070 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -7321431.000000 Penalty: 5461.485840
	Iteration 13Q: 3 clusters Score -7321431 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -7321791.000000 Penalty: 5461.485840
	Iteration 14Q: 3 clusters Score -7321791 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -7322185.500000 Penalty: 5461.485840
	Iteration 15Q: 3 clusters Score -7322186 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -7322569.000000 Penalty: 5461.485840
	Iteration 16Q: 3 clusters Score -7322569 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -7322971.500000 Penalty: 5461.485840
	Iteration 17Q: 3 clusters Score -7322972 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -7323293.000000 Penalty: 5461.485840
	Iteration 18Q: 3 clusters Score -7323293 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -7323538.500000 Penalty: 5461.485840
	Iteration 19Q: 3 clusters Score -7323538 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -7323762.500000 Penalty: 5461.485840
	Iteration 20F: 3 clusters Score -7323762 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -7324024.500000 Penalty: 5461.485840
	Iteration 21Q: 3 clusters Score -7324024 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -7324209.500000 Penalty: 5461.485840
	Iteration 22Q: 3 clusters Score -7324210 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -7324355.000000 Penalty: 5461.485840
	Iteration 23Q: 3 clusters Score -7324355 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -7324539.500000 Penalty: 5461.485840
	Iteration 24Q: 3 clusters Score -7324540 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -7324736.500000 Penalty: 5461.485840
	Iteration 25Q: 3 clusters Score -7324736 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -7324928.000000 Penalty: 5461.485840
	Iteration 26Q: 3 clusters Score -7324928 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -7325169.000000 Penalty: 5461.485840
	Iteration 27Q: 3 clusters Score -7325169 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -7325477.500000 Penalty: 5461.485840
	Iteration 28Q: 3 clusters Score -7325478 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -7325758.500000 Penalty: 5461.485840
	Iteration 29Q: 3 clusters Score -7325758 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -7326013.500000 Penalty: 5461.485840
	Iteration 30Q: 3 clusters Score -7326014 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -7326195.500000 Penalty: 5461.485840
	Iteration 31Q: 3 clusters Score -7326196 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -7326362.000000 Penalty: 5461.485840
	Iteration 32Q: 3 clusters Score -7326362 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -7326450.000000 Penalty: 5461.485840
	Iteration 33Q: 3 clusters Score -7326450 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -7326554.000000 Penalty: 5461.485840
	Iteration 34Q: 3 clusters Score -7326554 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -7326612.500000 Penalty: 5461.485840
	Iteration 35Q: 3 clusters Score -7326612 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -7326730.500000 Penalty: 5461.485840
	Iteration 36Q: 3 clusters Score -7326730 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 54108 members 
Entering Unmasked Estep 
Score: -7326796.000000 Penalty: 5461.485840
	Iteration 37Q: 3 clusters Score -7326796 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -7326852.500000 Penalty: 5461.485840
	Iteration 38Q: 3 clusters Score -7326852 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 54478 members 
Entering Unmasked Estep 
Score: -7326935.500000 Penalty: 5461.485840
	Iteration 39Q: 3 clusters Score -7326936 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 54660 members 
Entering Unmasked Estep 
Score: -7326992.000000 Penalty: 5461.485840
	Iteration 40F: 3 clusters Score -7326992 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -7327077.000000 Penalty: 5461.485840
	Iteration 41Q: 3 clusters Score -7327077 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -7327172.500000 Penalty: 5461.485840
	Iteration 42Q: 3 clusters Score -7327172 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -7327228.500000 Penalty: 5461.485840
	Iteration 43Q: 3 clusters Score -7327228 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -7327270.500000 Penalty: 5461.485840
	Iteration 44Q: 3 clusters Score -7327270 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -7327300.500000 Penalty: 5461.485840
	Iteration 45Q: 3 clusters Score -7327300 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -7327321.000000 Penalty: 5461.485840
	Iteration 46Q: 3 clusters Score -7327321 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -7327343.000000 Penalty: 5461.485840
	Iteration 47Q: 3 clusters Score -7327343 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -7327372.500000 Penalty: 5461.485840
	Iteration 48Q: 3 clusters Score -7327372 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -7327383.000000 Penalty: 5461.485840
	Iteration 49Q: 3 clusters Score -7327383 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
Score: -7327400.500000 Penalty: 5461.485840
	Iteration 50Q: 3 clusters Score -7327400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -7327406.000000 Penalty: 5461.485840
	Iteration 51Q: 3 clusters Score -7327406 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 55951 members 
Entering Unmasked Estep 
Score: -7327411.000000 Penalty: 5461.485840
	Iteration 52Q: 3 clusters Score -7327411 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 55992 members 
Entering Unmasked Estep 
Score: -7327418.500000 Penalty: 5461.485840
	Iteration 53Q: 3 clusters Score -7327418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 56030 members 
Entering Unmasked Estep 
Score: -7327433.500000 Penalty: 5461.485840
	Iteration 54Q: 3 clusters Score -7327434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -7327434.000000 Penalty: 5461.485840
	Iteration 55Q: 3 clusters Score -7327434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
Score: -7327448.000000 Penalty: 5461.485840
	Iteration 56Q: 3 clusters Score -7327448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -7327447.000000 Penalty: 5461.485840
	Iteration 57Q: 3 clusters Score -7327447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -7327457.500000 Penalty: 5461.485840
	Iteration 58Q: 3 clusters Score -7327458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -7327458.500000 Penalty: 5461.485840
	Iteration 59Q: 3 clusters Score -7327458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -7327464.500000 Penalty: 5461.485840
	Iteration 60F: 3 clusters Score -7327464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -7327483.000000 Penalty: 5461.485840
	Iteration 61Q: 3 clusters Score -7327483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -7327474.500000 Penalty: 5461.485840
	Iteration 62Q: 3 clusters Score -7327474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -7327487.500000 Penalty: 5461.485840
	Iteration 63Q: 3 clusters Score -7327488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 56276 members 
Entering Unmasked Estep 
Score: -7327487.500000 Penalty: 5461.485840
	Iteration 64Q: 3 clusters Score -7327488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -7327490.500000 Penalty: 5461.485840
	Iteration 65Q: 3 clusters Score -7327490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 56295 members 
Entering Unmasked Estep 
Score: -7327483.000000 Penalty: 5461.485840
	Iteration 66Q: 3 clusters Score -7327483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -7327484.000000 Penalty: 5461.485840
	Iteration 67Q: 3 clusters Score -7327484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -7327490.500000 Penalty: 5461.485840
	Iteration 68Q: 3 clusters Score -7327490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -7327503.000000 Penalty: 5461.485840
	Iteration 69Q: 3 clusters Score -7327503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -7327495.000000 Penalty: 5461.485840
	Iteration 70Q: 3 clusters Score -7327495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -7327496.000000 Penalty: 5461.485840
	Iteration 71Q: 3 clusters Score -7327496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -7327489.500000 Penalty: 5461.485840
	Iteration 72Q: 3 clusters Score -7327490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -7327490.500000 Penalty: 5461.485840
	Iteration 73Q: 3 clusters Score -7327490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -7327501.500000 Penalty: 5461.485840
	Iteration 74Q: 3 clusters Score -7327502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 56358 members 
Entering Unmasked Estep 
Score: -7327504.000000 Penalty: 5461.485840
	Iteration 75Q: 3 clusters Score -7327504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -7327505.500000 Penalty: 5461.485840
	Iteration 76Q: 3 clusters Score -7327506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -7327501.500000 Penalty: 5461.485840
	Iteration 77Q: 3 clusters Score -7327502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -7327505.500000 Penalty: 5461.485840
	Iteration 78Q: 3 clusters Score -7327506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -7327499.500000 Penalty: 5461.485840
	Iteration 79Q: 3 clusters Score -7327500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -7327499.500000 Penalty: 5461.485840
	Iteration 80F: 3 clusters Score -7327500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 56392 members 
Entering Unmasked Estep 
Score: -7327500.000000 Penalty: 5461.485840
	Iteration 81Q: 3 clusters Score -7327500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -7327502.500000 Penalty: 5461.485840
	Iteration 82Q: 3 clusters Score -7327502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -7327502.500000 Penalty: 5461.485840
	Iteration 83F: 3 clusters Score -7327502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -59619.261719 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -59619.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58096.902344 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -58096.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58403.386719 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -58403.39 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58746.796875 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -58746.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59142.617188 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -59142.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -59468.953125 Penalty: 3126.099121
	Iteration 4F: 3 clusters Score -59468.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59688.640625 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -59688.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59791.886719 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -59791.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59823.105469 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -59823.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59827.078125 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -59827.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59827.078125 Penalty: 3126.099121
	Iteration 9F: 3 clusters Score -59827.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 46769 members 
Mstep: Class 3 contains 13131 members 
Mstep: Class 4 contains 169449 members 
Mstep: Class 5 contains 50234 members 
Mstep: Class 6 contains 152845 members 
Mstep: Class 7 contains 100168 members 
Mstep: Class 8 contains 77102 members 
Mstep: Class 9 contains 180060 members 
Mstep: Class 10 contains 7941 members 
Mstep: Class 11 contains 14807 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 8854 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17436 members 
Mstep: Class 17 contains 9190 members 
Mstep: Class 18 contains 11408 members 
Mstep: Class 19 contains 7087 members 
Mstep: Class 20 contains 4446 members 
Mstep: Class 21 contains 190 members 
Mstep: Class 22 contains 8760 members 
Mstep: Class 23 contains 13002 members 
Mstep: Class 24 contains 11780 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10225 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14131 members 
Mstep: Class 30 contains 7052 members 
Mstep: Class 31 contains 10523 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15730 members 
Mstep: Class 36 contains 12768 members 
Mstep: Class 37 contains 5619 members 
Mstep: Class 38 contains 27856 members 
Mstep: Class 39 contains 21817 members 
Mstep: Class 40 contains 48201 members 
Mstep: Class 41 contains 60540 members 
Mstep: Class 42 contains 356 members 
Mstep: Class 43 contains 27070 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
Score: -150807568.000000 Penalty: 152864.640625
Splitting cluster 42 changes total score from -150809152.000000 to -150807568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (27070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Entering Unmasked Estep 
Score: -3431913.500000 Penalty: 2531.133057
	Iteration 0F: 2 clusters Score -3431914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -3413051.250000 Penalty: 5062.266113
	Iteration 0F: 3 clusters Score -3413051 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -3419853.500000 Penalty: 5062.266113
	Iteration 1F: 3 clusters Score -3419854 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3420355.750000 Penalty: 5062.266113
	Iteration 2F: 3 clusters Score -3420356 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -3420764.500000 Penalty: 5062.266113
	Iteration 3Q: 3 clusters Score -3420764 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -3421181.500000 Penalty: 5062.266113
	Iteration 4Q: 3 clusters Score -3421182 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3421587.000000 Penalty: 5062.266113
	Iteration 5Q: 3 clusters Score -3421587 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -3422073.500000 Penalty: 5062.266113
	Iteration 6Q: 3 clusters Score -3422074 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -3422761.750000 Penalty: 5062.266113
	Iteration 7Q: 3 clusters Score -3422762 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3423698.500000 Penalty: 5062.266113
	Iteration 8F: 3 clusters Score -3423698 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -3425013.500000 Penalty: 5062.266113
	Iteration 9F: 3 clusters Score -3425014 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3426556.500000 Penalty: 5062.266113
	Iteration 10F: 3 clusters Score -3426556 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3427811.000000 Penalty: 5062.266113
	Iteration 11F: 3 clusters Score -3427811 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3428631.000000 Penalty: 5062.266113
	Iteration 12Q: 3 clusters Score -3428631 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3429128.500000 Penalty: 5062.266113
	Iteration 13Q: 3 clusters Score -3429128 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3429383.750000 Penalty: 5062.266113
	Iteration 14Q: 3 clusters Score -3429384 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3429522.500000 Penalty: 5062.266113
	Iteration 15Q: 3 clusters Score -3429522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3429588.000000 Penalty: 5062.266113
	Iteration 16Q: 3 clusters Score -3429588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3429624.750000 Penalty: 5062.266113
	Iteration 17Q: 3 clusters Score -3429625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3429659.250000 Penalty: 5062.266113
	Iteration 18Q: 3 clusters Score -3429659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3429671.750000 Penalty: 5062.266113
	Iteration 19Q: 3 clusters Score -3429672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3429672.250000 Penalty: 5062.266113
	Iteration 20F: 3 clusters Score -3429672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3429674.750000 Penalty: 5062.266113
	Iteration 21Q: 3 clusters Score -3429675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3429674.500000 Penalty: 5062.266113
	Iteration 22Q: 3 clusters Score -3429674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3429677.750000 Penalty: 5062.266113
	Iteration 23Q: 3 clusters Score -3429678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3429682.750000 Penalty: 5062.266113
	Iteration 24Q: 3 clusters Score -3429683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3429680.250000 Penalty: 5062.266113
	Iteration 25Q: 3 clusters Score -3429680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3429684.750000 Penalty: 5062.266113
	Iteration 26Q: 3 clusters Score -3429685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3429687.250000 Penalty: 5062.266113
	Iteration 27Q: 3 clusters Score -3429687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3429686.000000 Penalty: 5062.266113
	Iteration 28Q: 3 clusters Score -3429686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3429686.000000 Penalty: 5062.266113
	Iteration 29F: 3 clusters Score -3429686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Entering Unmasked Estep 
Score: -767416.562500 Penalty: 2154.402100
	Iteration 0F: 2 clusters Score -767416.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -762280.687500 Penalty: 4308.804199
	Iteration 0F: 3 clusters Score -762280.7 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -763632.125000 Penalty: 4308.804199
	Iteration 1F: 3 clusters Score -763632.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -763934.375000 Penalty: 4308.804199
	Iteration 2F: 3 clusters Score -763934.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -764205.437500 Penalty: 4308.804199
	Iteration 3F: 3 clusters Score -764205.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -764445.625000 Penalty: 4308.804199
	Iteration 4F: 3 clusters Score -764445.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -764684.562500 Penalty: 4308.804199
	Iteration 5F: 3 clusters Score -764684.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -764915.125000 Penalty: 4308.804199
	Iteration 6F: 3 clusters Score -764915.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -765167.750000 Penalty: 4308.804199
	Iteration 7F: 3 clusters Score -765167.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -765378.500000 Penalty: 4308.804199
	Iteration 8Q: 3 clusters Score -765378.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -765604.000000 Penalty: 4308.804199
	Iteration 9Q: 3 clusters Score -765604 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -765771.937500 Penalty: 4308.804199
	Iteration 10Q: 3 clusters Score -765771.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -765879.812500 Penalty: 4308.804199
	Iteration 11Q: 3 clusters Score -765879.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -765979.937500 Penalty: 4308.804199
	Iteration 12Q: 3 clusters Score -765979.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -766056.375000 Penalty: 4308.804199
	Iteration 13Q: 3 clusters Score -766056.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -766089.687500 Penalty: 4308.804199
	Iteration 14Q: 3 clusters Score -766089.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -766111.125000 Penalty: 4308.804199
	Iteration 15Q: 3 clusters Score -766111.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -766124.437500 Penalty: 4308.804199
	Iteration 16Q: 3 clusters Score -766124.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -766142.000000 Penalty: 4308.804199
	Iteration 17Q: 3 clusters Score -766142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -766150.250000 Penalty: 4308.804199
	Iteration 18Q: 3 clusters Score -766150.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -766163.562500 Penalty: 4308.804199
	Iteration 19Q: 3 clusters Score -766163.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -766174.125000 Penalty: 4308.804199
	Iteration 20F: 3 clusters Score -766174.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -766187.875000 Penalty: 4308.804199
	Iteration 21Q: 3 clusters Score -766187.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -766197.187500 Penalty: 4308.804199
	Iteration 22Q: 3 clusters Score -766197.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -766202.125000 Penalty: 4308.804199
	Iteration 23Q: 3 clusters Score -766202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -766206.937500 Penalty: 4308.804199
	Iteration 24Q: 3 clusters Score -766206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -766208.750000 Penalty: 4308.804199
	Iteration 25Q: 3 clusters Score -766208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -766210.125000 Penalty: 4308.804199
	Iteration 26Q: 3 clusters Score -766210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -766211.437500 Penalty: 4308.804199
	Iteration 27Q: 3 clusters Score -766211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -766211.437500 Penalty: 4308.804199
	Iteration 28Q: 3 clusters Score -766211.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -766211.437500 Penalty: 4308.804199
	Iteration 29F: 3 clusters Score -766211.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 46769 members 
Mstep: Class 3 contains 13131 members 
Mstep: Class 4 contains 169449 members 
Mstep: Class 5 contains 50234 members 
Mstep: Class 6 contains 152845 members 
Mstep: Class 7 contains 100168 members 
Mstep: Class 8 contains 77102 members 
Mstep: Class 9 contains 180060 members 
Mstep: Class 10 contains 7941 members 
Mstep: Class 11 contains 14807 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 8854 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17436 members 
Mstep: Class 17 contains 9190 members 
Mstep: Class 18 contains 11408 members 
Mstep: Class 19 contains 7087 members 
Mstep: Class 20 contains 4446 members 
Mstep: Class 22 contains 8760 members 
Mstep: Class 23 contains 13002 members 
Mstep: Class 24 contains 11780 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10225 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14131 members 
Mstep: Class 30 contains 7052 members 
Mstep: Class 31 contains 10523 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15730 members 
Mstep: Class 36 contains 12768 members 
Mstep: Class 37 contains 5619 members 
Mstep: Class 38 contains 27856 members 
Mstep: Class 39 contains 21817 members 
Mstep: Class 40 contains 48201 members 
Mstep: Class 41 contains 60540 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27070 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809264.000000 Penalty: 149390.437500
Iteration 199Q: 44 clusters Score -1.508093e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 46804 members 
Mstep: Class 3 contains 13132 members 
Mstep: Class 4 contains 169446 members 
Mstep: Class 5 contains 50230 members 
Mstep: Class 6 contains 152812 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77103 members 
Mstep: Class 9 contains 180060 members 
Mstep: Class 10 contains 7940 members 
Mstep: Class 11 contains 14806 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 8856 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17437 members 
Mstep: Class 17 contains 9196 members 
Mstep: Class 18 contains 11434 members 
Mstep: Class 19 contains 7089 members 
Mstep: Class 20 contains 4446 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 13002 members 
Mstep: Class 24 contains 11778 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10217 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14130 members 
Mstep: Class 30 contains 7052 members 
Mstep: Class 31 contains 10519 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15729 members 
Mstep: Class 36 contains 12768 members 
Mstep: Class 37 contains 5622 members 
Mstep: Class 38 contains 27853 members 
Mstep: Class 39 contains 21821 members 
Mstep: Class 40 contains 48197 members 
Mstep: Class 41 contains 60527 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27070 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809200.000000 Penalty: 149390.437500
Iteration 200F: 44 clusters Score -1.508092e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 46833 members 
Mstep: Class 3 contains 13132 members 
Mstep: Class 4 contains 169435 members 
Mstep: Class 5 contains 50225 members 
Mstep: Class 6 contains 152800 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77105 members 
Mstep: Class 9 contains 180061 members 
Mstep: Class 10 contains 7940 members 
Mstep: Class 11 contains 14803 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 8860 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17438 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 11445 members 
Mstep: Class 19 contains 7089 members 
Mstep: Class 20 contains 4447 members 
Mstep: Class 22 contains 8758 members 
Mstep: Class 23 contains 13002 members 
Mstep: Class 24 contains 11777 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10214 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14130 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10507 members 
Mstep: Class 32 contains 14562 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15734 members 
Mstep: Class 36 contains 12769 members 
Mstep: Class 37 contains 5625 members 
Mstep: Class 38 contains 27846 members 
Mstep: Class 39 contains 21823 members 
Mstep: Class 40 contains 48194 members 
Mstep: Class 41 contains 60524 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27070 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809392.000000 Penalty: 149390.437500
Iteration 201Q: 44 clusters Score -1.508094e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 46855 members 
Mstep: Class 3 contains 13131 members 
Mstep: Class 4 contains 169428 members 
Mstep: Class 5 contains 50222 members 
Mstep: Class 6 contains 152783 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77107 members 
Mstep: Class 9 contains 180063 members 
Mstep: Class 10 contains 7941 members 
Mstep: Class 11 contains 14803 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 8859 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17439 members 
Mstep: Class 17 contains 9196 members 
Mstep: Class 18 contains 11449 members 
Mstep: Class 19 contains 7090 members 
Mstep: Class 20 contains 4447 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 13003 members 
Mstep: Class 24 contains 11774 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10215 members 
Mstep: Class 27 contains 4735 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14131 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10501 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15737 members 
Mstep: Class 36 contains 12771 members 
Mstep: Class 37 contains 5626 members 
Mstep: Class 38 contains 27842 members 
Mstep: Class 39 contains 21833 members 
Mstep: Class 40 contains 48190 members 
Mstep: Class 41 contains 60521 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27070 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809248.000000 Penalty: 149390.437500
Iteration 202Q: 44 clusters Score -1.508092e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 46876 members 
Mstep: Class 3 contains 13132 members 
Mstep: Class 4 contains 169434 members 
Mstep: Class 5 contains 50216 members 
Mstep: Class 6 contains 152749 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77109 members 
Mstep: Class 9 contains 180068 members 
Mstep: Class 10 contains 7941 members 
Mstep: Class 11 contains 14802 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 8859 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17443 members 
Mstep: Class 17 contains 9199 members 
Mstep: Class 18 contains 11456 members 
Mstep: Class 19 contains 7090 members 
Mstep: Class 20 contains 4450 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 13000 members 
Mstep: Class 24 contains 11774 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10214 members 
Mstep: Class 27 contains 4735 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14130 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10495 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15735 members 
Mstep: Class 36 contains 12770 members 
Mstep: Class 37 contains 5631 members 
Mstep: Class 38 contains 27840 members 
Mstep: Class 39 contains 21846 members 
Mstep: Class 40 contains 48187 members 
Mstep: Class 41 contains 60512 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27070 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809248.000000 Penalty: 149390.437500
Iteration 203Q: 44 clusters Score -1.508092e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 46891 members 
Mstep: Class 3 contains 13132 members 
Mstep: Class 4 contains 169431 members 
Mstep: Class 5 contains 50213 members 
Mstep: Class 6 contains 152730 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77110 members 
Mstep: Class 9 contains 180074 members 
Mstep: Class 10 contains 7941 members 
Mstep: Class 11 contains 14800 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 8859 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17444 members 
Mstep: Class 17 contains 9200 members 
Mstep: Class 18 contains 11464 members 
Mstep: Class 19 contains 7090 members 
Mstep: Class 20 contains 4452 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 12999 members 
Mstep: Class 24 contains 11773 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10217 members 
Mstep: Class 27 contains 4735 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14129 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10491 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15734 members 
Mstep: Class 36 contains 12770 members 
Mstep: Class 37 contains 5633 members 
Mstep: Class 38 contains 27833 members 
Mstep: Class 39 contains 21854 members 
Mstep: Class 40 contains 48185 members 
Mstep: Class 41 contains 60508 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27070 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809296.000000 Penalty: 149390.437500
Iteration 204Q: 44 clusters Score -1.508093e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 46900 members 
Mstep: Class 3 contains 13131 members 
Mstep: Class 4 contains 169428 members 
Mstep: Class 5 contains 50210 members 
Mstep: Class 6 contains 152720 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77107 members 
Mstep: Class 9 contains 180075 members 
Mstep: Class 10 contains 7941 members 
Mstep: Class 11 contains 14801 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 8859 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 9206 members 
Mstep: Class 18 contains 11474 members 
Mstep: Class 19 contains 7093 members 
Mstep: Class 20 contains 4453 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 12998 members 
Mstep: Class 24 contains 11772 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10213 members 
Mstep: Class 27 contains 4735 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14128 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10493 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15731 members 
Mstep: Class 36 contains 12770 members 
Mstep: Class 37 contains 5633 members 
Mstep: Class 38 contains 27827 members 
Mstep: Class 39 contains 21863 members 
Mstep: Class 40 contains 48184 members 
Mstep: Class 41 contains 60503 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27070 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809264.000000 Penalty: 149390.437500
Iteration 205Q: 44 clusters Score -1.508093e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 46913 members 
Mstep: Class 3 contains 13132 members 
Mstep: Class 4 contains 169429 members 
Mstep: Class 5 contains 50208 members 
Mstep: Class 6 contains 152699 members 
Mstep: Class 7 contains 100168 members 
Mstep: Class 8 contains 77110 members 
Mstep: Class 9 contains 180075 members 
Mstep: Class 10 contains 7942 members 
Mstep: Class 11 contains 14801 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 8857 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17447 members 
Mstep: Class 17 contains 9210 members 
Mstep: Class 18 contains 11487 members 
Mstep: Class 19 contains 7091 members 
Mstep: Class 20 contains 4454 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 12997 members 
Mstep: Class 24 contains 11772 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10209 members 
Mstep: Class 27 contains 4735 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14127 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10491 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15732 members 
Mstep: Class 36 contains 12770 members 
Mstep: Class 37 contains 5634 members 
Mstep: Class 38 contains 27824 members 
Mstep: Class 39 contains 21869 members 
Mstep: Class 40 contains 48183 members 
Mstep: Class 41 contains 60494 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27070 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809440.000000 Penalty: 149390.437500
Iteration 206Q: 44 clusters Score -1.508094e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 46925 members 
Mstep: Class 3 contains 13133 members 
Mstep: Class 4 contains 169425 members 
Mstep: Class 5 contains 50204 members 
Mstep: Class 6 contains 152683 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77110 members 
Mstep: Class 9 contains 180079 members 
Mstep: Class 10 contains 7942 members 
Mstep: Class 11 contains 14801 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 8857 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17448 members 
Mstep: Class 17 contains 9212 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 7093 members 
Mstep: Class 20 contains 4457 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 12996 members 
Mstep: Class 24 contains 11771 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10205 members 
Mstep: Class 27 contains 4735 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14125 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10490 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15731 members 
Mstep: Class 36 contains 12771 members 
Mstep: Class 37 contains 5634 members 
Mstep: Class 38 contains 27823 members 
Mstep: Class 39 contains 21879 members 
Mstep: Class 40 contains 48181 members 
Mstep: Class 41 contains 60489 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809520.000000 Penalty: 149390.437500
Iteration 207Q: 44 clusters Score -1.508095e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 46938 members 
Mstep: Class 3 contains 13133 members 
Mstep: Class 4 contains 169425 members 
Mstep: Class 5 contains 50206 members 
Mstep: Class 6 contains 152669 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77108 members 
Mstep: Class 9 contains 180082 members 
Mstep: Class 10 contains 7942 members 
Mstep: Class 11 contains 14801 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 8856 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9213 members 
Mstep: Class 18 contains 11503 members 
Mstep: Class 19 contains 7092 members 
Mstep: Class 20 contains 4459 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 12995 members 
Mstep: Class 24 contains 11771 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10203 members 
Mstep: Class 27 contains 4735 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14122 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10485 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15732 members 
Mstep: Class 36 contains 12771 members 
Mstep: Class 37 contains 5637 members 
Mstep: Class 38 contains 27816 members 
Mstep: Class 39 contains 21886 members 
Mstep: Class 40 contains 48177 members 
Mstep: Class 41 contains 60488 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809536.000000 Penalty: 149390.437500
Iteration 208Q: 44 clusters Score -1.508095e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 46948 members 
Mstep: Class 3 contains 13133 members 
Mstep: Class 4 contains 169425 members 
Mstep: Class 5 contains 50208 members 
Mstep: Class 6 contains 152655 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77108 members 
Mstep: Class 9 contains 180083 members 
Mstep: Class 10 contains 7942 members 
Mstep: Class 11 contains 14801 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 8856 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9218 members 
Mstep: Class 18 contains 11516 members 
Mstep: Class 19 contains 7092 members 
Mstep: Class 20 contains 4461 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 12995 members 
Mstep: Class 24 contains 11770 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10200 members 
Mstep: Class 27 contains 4735 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14119 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10481 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15731 members 
Mstep: Class 36 contains 12771 members 
Mstep: Class 37 contains 5638 members 
Mstep: Class 38 contains 27814 members 
Mstep: Class 39 contains 21889 members 
Mstep: Class 40 contains 48177 members 
Mstep: Class 41 contains 60479 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809472.000000 Penalty: 149390.437500
Iteration 209Q: 44 clusters Score -1.508095e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 46962 members 
Mstep: Class 3 contains 13132 members 
Mstep: Class 4 contains 169427 members 
Mstep: Class 5 contains 50206 members 
Mstep: Class 6 contains 152640 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77107 members 
Mstep: Class 9 contains 180082 members 
Mstep: Class 10 contains 7943 members 
Mstep: Class 11 contains 14801 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 8857 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9224 members 
Mstep: Class 18 contains 11532 members 
Mstep: Class 19 contains 7091 members 
Mstep: Class 20 contains 4462 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 12995 members 
Mstep: Class 24 contains 11769 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10193 members 
Mstep: Class 27 contains 4735 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14116 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10477 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15734 members 
Mstep: Class 36 contains 12771 members 
Mstep: Class 37 contains 5640 members 
Mstep: Class 38 contains 27808 members 
Mstep: Class 39 contains 21894 members 
Mstep: Class 40 contains 48174 members 
Mstep: Class 41 contains 60473 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809376.000000 Penalty: 149390.437500
Iteration 210Q: 44 clusters Score -1.508094e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 46974 members 
Mstep: Class 3 contains 13132 members 
Mstep: Class 4 contains 169426 members 
Mstep: Class 5 contains 50203 members 
Mstep: Class 6 contains 152633 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77109 members 
Mstep: Class 9 contains 180085 members 
Mstep: Class 10 contains 7944 members 
Mstep: Class 11 contains 14801 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5064 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17450 members 
Mstep: Class 17 contains 9226 members 
Mstep: Class 18 contains 11546 members 
Mstep: Class 19 contains 7092 members 
Mstep: Class 20 contains 4461 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 12995 members 
Mstep: Class 24 contains 11767 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10184 members 
Mstep: Class 27 contains 4735 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14114 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10476 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15732 members 
Mstep: Class 36 contains 12770 members 
Mstep: Class 37 contains 5640 members 
Mstep: Class 38 contains 27801 members 
Mstep: Class 39 contains 21901 members 
Mstep: Class 40 contains 48176 members 
Mstep: Class 41 contains 60463 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809472.000000 Penalty: 149390.437500
Iteration 211Q: 44 clusters Score -1.508095e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 46995 members 
Mstep: Class 3 contains 13132 members 
Mstep: Class 4 contains 169425 members 
Mstep: Class 5 contains 50197 members 
Mstep: Class 6 contains 152624 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77108 members 
Mstep: Class 9 contains 180087 members 
Mstep: Class 10 contains 7944 members 
Mstep: Class 11 contains 14801 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5063 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17451 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 11554 members 
Mstep: Class 19 contains 7096 members 
Mstep: Class 20 contains 4460 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 11765 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10174 members 
Mstep: Class 27 contains 4735 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14114 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10473 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15730 members 
Mstep: Class 36 contains 12770 members 
Mstep: Class 37 contains 5644 members 
Mstep: Class 38 contains 27788 members 
Mstep: Class 39 contains 21905 members 
Mstep: Class 40 contains 48179 members 
Mstep: Class 41 contains 60462 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809392.000000 Penalty: 149390.437500
Iteration 212Q: 44 clusters Score -1.508094e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47013 members 
Mstep: Class 3 contains 13132 members 
Mstep: Class 4 contains 169428 members 
Mstep: Class 5 contains 50196 members 
Mstep: Class 6 contains 152616 members 
Mstep: Class 7 contains 100167 members 
Mstep: Class 8 contains 77109 members 
Mstep: Class 9 contains 180091 members 
Mstep: Class 10 contains 7943 members 
Mstep: Class 11 contains 14801 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5063 members 
Mstep: Class 14 contains 8860 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17451 members 
Mstep: Class 17 contains 9232 members 
Mstep: Class 18 contains 11564 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4459 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 11764 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10168 members 
Mstep: Class 27 contains 4735 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14117 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10472 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15725 members 
Mstep: Class 36 contains 12770 members 
Mstep: Class 37 contains 5647 members 
Mstep: Class 38 contains 27772 members 
Mstep: Class 39 contains 21906 members 
Mstep: Class 40 contains 48182 members 
Mstep: Class 41 contains 60454 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809392.000000 Penalty: 149390.437500
Iteration 213Q: 44 clusters Score -1.508094e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47025 members 
Mstep: Class 3 contains 13134 members 
Mstep: Class 4 contains 169427 members 
Mstep: Class 5 contains 50198 members 
Mstep: Class 6 contains 152612 members 
Mstep: Class 7 contains 100166 members 
Mstep: Class 8 contains 77108 members 
Mstep: Class 9 contains 180091 members 
Mstep: Class 10 contains 7944 members 
Mstep: Class 11 contains 14801 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5062 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9235 members 
Mstep: Class 18 contains 11572 members 
Mstep: Class 19 contains 7101 members 
Mstep: Class 20 contains 4460 members 
Mstep: Class 22 contains 8758 members 
Mstep: Class 23 contains 12992 members 
Mstep: Class 24 contains 11761 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10163 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14115 members 
Mstep: Class 30 contains 7052 members 
Mstep: Class 31 contains 10472 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15724 members 
Mstep: Class 36 contains 12770 members 
Mstep: Class 37 contains 5648 members 
Mstep: Class 38 contains 27766 members 
Mstep: Class 39 contains 21906 members 
Mstep: Class 40 contains 48183 members 
Mstep: Class 41 contains 60442 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809392.000000 Penalty: 149390.437500
Iteration 214Q: 44 clusters Score -1.508094e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47035 members 
Mstep: Class 3 contains 13137 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50199 members 
Mstep: Class 6 contains 152607 members 
Mstep: Class 7 contains 100164 members 
Mstep: Class 8 contains 77108 members 
Mstep: Class 9 contains 180093 members 
Mstep: Class 10 contains 7944 members 
Mstep: Class 11 contains 14801 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17451 members 
Mstep: Class 17 contains 9237 members 
Mstep: Class 18 contains 11590 members 
Mstep: Class 19 contains 7102 members 
Mstep: Class 20 contains 4460 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 12991 members 
Mstep: Class 24 contains 11758 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10153 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14112 members 
Mstep: Class 30 contains 7052 members 
Mstep: Class 31 contains 10472 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15723 members 
Mstep: Class 36 contains 12771 members 
Mstep: Class 37 contains 5648 members 
Mstep: Class 38 contains 27758 members 
Mstep: Class 39 contains 21907 members 
Mstep: Class 40 contains 48186 members 
Mstep: Class 41 contains 60439 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809440.000000 Penalty: 149390.437500
Iteration 215Q: 44 clusters Score -1.508094e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47045 members 
Mstep: Class 3 contains 13137 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50196 members 
Mstep: Class 6 contains 152598 members 
Mstep: Class 7 contains 100164 members 
Mstep: Class 8 contains 77106 members 
Mstep: Class 9 contains 180095 members 
Mstep: Class 10 contains 7944 members 
Mstep: Class 11 contains 14801 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8861 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9240 members 
Mstep: Class 18 contains 11618 members 
Mstep: Class 19 contains 7103 members 
Mstep: Class 20 contains 4463 members 
Mstep: Class 22 contains 8760 members 
Mstep: Class 23 contains 12988 members 
Mstep: Class 24 contains 11760 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10148 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14108 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10467 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15724 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5647 members 
Mstep: Class 38 contains 27750 members 
Mstep: Class 39 contains 21910 members 
Mstep: Class 40 contains 48185 members 
Mstep: Class 41 contains 60426 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809568.000000 Penalty: 149390.437500
Iteration 216Q: 44 clusters Score -1.508096e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47059 members 
Mstep: Class 3 contains 13137 members 
Mstep: Class 4 contains 169423 members 
Mstep: Class 5 contains 50192 members 
Mstep: Class 6 contains 152585 members 
Mstep: Class 7 contains 100164 members 
Mstep: Class 8 contains 77105 members 
Mstep: Class 9 contains 180097 members 
Mstep: Class 10 contains 7944 members 
Mstep: Class 11 contains 14801 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17447 members 
Mstep: Class 17 contains 9237 members 
Mstep: Class 18 contains 11644 members 
Mstep: Class 19 contains 7104 members 
Mstep: Class 20 contains 4465 members 
Mstep: Class 22 contains 8760 members 
Mstep: Class 23 contains 12986 members 
Mstep: Class 24 contains 11759 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10143 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14105 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10463 members 
Mstep: Class 32 contains 14561 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15725 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5649 members 
Mstep: Class 38 contains 27737 members 
Mstep: Class 39 contains 21916 members 
Mstep: Class 40 contains 48183 members 
Mstep: Class 41 contains 60421 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809648.000000 Penalty: 149390.437500
Iteration 217Q: 44 clusters Score -1.508096e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 47073 members 
Mstep: Class 3 contains 13136 members 
Mstep: Class 4 contains 169420 members 
Mstep: Class 5 contains 50191 members 
Mstep: Class 6 contains 152577 members 
Mstep: Class 7 contains 100164 members 
Mstep: Class 8 contains 77107 members 
Mstep: Class 9 contains 180097 members 
Mstep: Class 10 contains 7942 members 
Mstep: Class 11 contains 14801 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5062 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17446 members 
Mstep: Class 17 contains 9237 members 
Mstep: Class 18 contains 11659 members 
Mstep: Class 19 contains 7105 members 
Mstep: Class 20 contains 4467 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12986 members 
Mstep: Class 24 contains 11760 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10135 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14101 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10460 members 
Mstep: Class 32 contains 14560 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15725 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5652 members 
Mstep: Class 38 contains 27728 members 
Mstep: Class 39 contains 21919 members 
Mstep: Class 40 contains 48188 members 
Mstep: Class 41 contains 60415 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809632.000000 Penalty: 149390.437500
Iteration 218Q: 44 clusters Score -1.508096e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47094 members 
Mstep: Class 3 contains 13138 members 
Mstep: Class 4 contains 169420 members 
Mstep: Class 5 contains 50188 members 
Mstep: Class 6 contains 152569 members 
Mstep: Class 7 contains 100162 members 
Mstep: Class 8 contains 77107 members 
Mstep: Class 9 contains 180097 members 
Mstep: Class 10 contains 7943 members 
Mstep: Class 11 contains 14800 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5062 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17446 members 
Mstep: Class 17 contains 9236 members 
Mstep: Class 18 contains 11671 members 
Mstep: Class 19 contains 7105 members 
Mstep: Class 20 contains 4466 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12987 members 
Mstep: Class 24 contains 11759 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14099 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 14559 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15723 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5659 members 
Mstep: Class 38 contains 27718 members 
Mstep: Class 39 contains 21922 members 
Mstep: Class 40 contains 48191 members 
Mstep: Class 41 contains 60402 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809616.000000 Penalty: 149390.437500
Iteration 219Q: 44 clusters Score -1.508096e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 47108 members 
Mstep: Class 3 contains 13139 members 
Mstep: Class 4 contains 169419 members 
Mstep: Class 5 contains 50180 members 
Mstep: Class 6 contains 152564 members 
Mstep: Class 7 contains 100160 members 
Mstep: Class 8 contains 77110 members 
Mstep: Class 9 contains 180096 members 
Mstep: Class 10 contains 7942 members 
Mstep: Class 11 contains 14798 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5062 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17448 members 
Mstep: Class 17 contains 9234 members 
Mstep: Class 18 contains 11688 members 
Mstep: Class 19 contains 7105 members 
Mstep: Class 20 contains 4469 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12989 members 
Mstep: Class 24 contains 11759 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10126 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14099 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10455 members 
Mstep: Class 32 contains 14559 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15722 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5664 members 
Mstep: Class 38 contains 27715 members 
Mstep: Class 39 contains 21925 members 
Mstep: Class 40 contains 48191 members 
Mstep: Class 41 contains 60385 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809664.000000 Penalty: 149390.437500
Iteration 220F: 44 clusters Score -1.508097e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 47116 members 
Mstep: Class 3 contains 13140 members 
Mstep: Class 4 contains 169416 members 
Mstep: Class 5 contains 50179 members 
Mstep: Class 6 contains 152553 members 
Mstep: Class 7 contains 100157 members 
Mstep: Class 8 contains 77114 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7942 members 
Mstep: Class 11 contains 14796 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5062 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9234 members 
Mstep: Class 18 contains 11694 members 
Mstep: Class 19 contains 7106 members 
Mstep: Class 20 contains 4472 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12988 members 
Mstep: Class 24 contains 11759 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10130 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14097 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10454 members 
Mstep: Class 32 contains 14559 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15720 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5667 members 
Mstep: Class 38 contains 27708 members 
Mstep: Class 39 contains 21931 members 
Mstep: Class 40 contains 48193 members 
Mstep: Class 41 contains 60377 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809600.000000 Penalty: 149390.437500
Iteration 221Q: 44 clusters Score -1.508096e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 47125 members 
Mstep: Class 3 contains 13140 members 
Mstep: Class 4 contains 169413 members 
Mstep: Class 5 contains 50180 members 
Mstep: Class 6 contains 152546 members 
Mstep: Class 7 contains 100157 members 
Mstep: Class 8 contains 77118 members 
Mstep: Class 9 contains 180096 members 
Mstep: Class 10 contains 7942 members 
Mstep: Class 11 contains 14794 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5062 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17450 members 
Mstep: Class 17 contains 9233 members 
Mstep: Class 18 contains 11702 members 
Mstep: Class 19 contains 7106 members 
Mstep: Class 20 contains 4472 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12987 members 
Mstep: Class 24 contains 11758 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10131 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14097 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10451 members 
Mstep: Class 32 contains 14558 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15719 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5671 members 
Mstep: Class 38 contains 27703 members 
Mstep: Class 39 contains 21936 members 
Mstep: Class 40 contains 48193 members 
Mstep: Class 41 contains 60372 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809616.000000 Penalty: 149390.437500
Iteration 222Q: 44 clusters Score -1.508096e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 47136 members 
Mstep: Class 3 contains 13141 members 
Mstep: Class 4 contains 169414 members 
Mstep: Class 5 contains 50179 members 
Mstep: Class 6 contains 152541 members 
Mstep: Class 7 contains 100157 members 
Mstep: Class 8 contains 77119 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7942 members 
Mstep: Class 11 contains 14791 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5062 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17450 members 
Mstep: Class 17 contains 9233 members 
Mstep: Class 18 contains 11709 members 
Mstep: Class 19 contains 7108 members 
Mstep: Class 20 contains 4474 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12986 members 
Mstep: Class 24 contains 11757 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10125 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14099 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10445 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15716 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5679 members 
Mstep: Class 38 contains 27697 members 
Mstep: Class 39 contains 21939 members 
Mstep: Class 40 contains 48192 members 
Mstep: Class 41 contains 60364 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809536.000000 Penalty: 149390.437500
Iteration 223Q: 44 clusters Score -1.508095e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 47141 members 
Mstep: Class 3 contains 13140 members 
Mstep: Class 4 contains 169411 members 
Mstep: Class 5 contains 50176 members 
Mstep: Class 6 contains 152544 members 
Mstep: Class 7 contains 100157 members 
Mstep: Class 8 contains 77120 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7942 members 
Mstep: Class 11 contains 14790 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5062 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17450 members 
Mstep: Class 17 contains 9239 members 
Mstep: Class 18 contains 11718 members 
Mstep: Class 19 contains 7112 members 
Mstep: Class 20 contains 4475 members 
Mstep: Class 22 contains 8760 members 
Mstep: Class 23 contains 12983 members 
Mstep: Class 24 contains 11751 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10121 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14100 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15721 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5683 members 
Mstep: Class 38 contains 27684 members 
Mstep: Class 39 contains 21941 members 
Mstep: Class 40 contains 48195 members 
Mstep: Class 41 contains 60358 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809632.000000 Penalty: 149390.437500
Iteration 224Q: 44 clusters Score -1.508096e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 47145 members 
Mstep: Class 3 contains 13140 members 
Mstep: Class 4 contains 169409 members 
Mstep: Class 5 contains 50176 members 
Mstep: Class 6 contains 152542 members 
Mstep: Class 7 contains 100157 members 
Mstep: Class 8 contains 77121 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7942 members 
Mstep: Class 11 contains 14790 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5062 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17451 members 
Mstep: Class 17 contains 9244 members 
Mstep: Class 18 contains 11722 members 
Mstep: Class 19 contains 7114 members 
Mstep: Class 20 contains 4479 members 
Mstep: Class 22 contains 8758 members 
Mstep: Class 23 contains 12980 members 
Mstep: Class 24 contains 11750 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10117 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14098 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10435 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15720 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5691 members 
Mstep: Class 38 contains 27677 members 
Mstep: Class 39 contains 21944 members 
Mstep: Class 40 contains 48195 members 
Mstep: Class 41 contains 60356 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809584.000000 Penalty: 149390.437500
Iteration 225Q: 44 clusters Score -1.508096e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 47150 members 
Mstep: Class 3 contains 13141 members 
Mstep: Class 4 contains 169405 members 
Mstep: Class 5 contains 50176 members 
Mstep: Class 6 contains 152542 members 
Mstep: Class 7 contains 100157 members 
Mstep: Class 8 contains 77122 members 
Mstep: Class 9 contains 180099 members 
Mstep: Class 10 contains 7943 members 
Mstep: Class 11 contains 14789 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9247 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 7113 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 22 contains 8758 members 
Mstep: Class 23 contains 12977 members 
Mstep: Class 24 contains 11750 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10118 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14097 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10425 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15720 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5703 members 
Mstep: Class 38 contains 27669 members 
Mstep: Class 39 contains 21948 members 
Mstep: Class 40 contains 48196 members 
Mstep: Class 41 contains 60353 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809472.000000 Penalty: 149390.437500
Iteration 226Q: 44 clusters Score -1.508095e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 47154 members 
Mstep: Class 3 contains 13141 members 
Mstep: Class 4 contains 169404 members 
Mstep: Class 5 contains 50178 members 
Mstep: Class 6 contains 152539 members 
Mstep: Class 7 contains 100158 members 
Mstep: Class 8 contains 77125 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7944 members 
Mstep: Class 11 contains 14790 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9253 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 7112 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 22 contains 8758 members 
Mstep: Class 23 contains 12974 members 
Mstep: Class 24 contains 11750 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10117 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14096 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 10423 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15719 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5706 members 
Mstep: Class 38 contains 27661 members 
Mstep: Class 39 contains 21952 members 
Mstep: Class 40 contains 48194 members 
Mstep: Class 41 contains 60349 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809520.000000 Penalty: 149390.437500
Iteration 227Q: 44 clusters Score -1.508095e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 47162 members 
Mstep: Class 3 contains 13141 members 
Mstep: Class 4 contains 169402 members 
Mstep: Class 5 contains 50182 members 
Mstep: Class 6 contains 152529 members 
Mstep: Class 7 contains 100160 members 
Mstep: Class 8 contains 77126 members 
Mstep: Class 9 contains 180096 members 
Mstep: Class 10 contains 7945 members 
Mstep: Class 11 contains 14791 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17451 members 
Mstep: Class 17 contains 9252 members 
Mstep: Class 18 contains 11729 members 
Mstep: Class 19 contains 7110 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 22 contains 8758 members 
Mstep: Class 23 contains 12973 members 
Mstep: Class 24 contains 11751 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10116 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14096 members 
Mstep: Class 30 contains 7054 members 
Mstep: Class 31 contains 10421 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15717 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5709 members 
Mstep: Class 38 contains 27655 members 
Mstep: Class 39 contains 21958 members 
Mstep: Class 40 contains 48192 members 
Mstep: Class 41 contains 60348 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809456.000000 Penalty: 149390.437500
Iteration 228Q: 44 clusters Score -1.508095e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 47170 members 
Mstep: Class 3 contains 13143 members 
Mstep: Class 4 contains 169401 members 
Mstep: Class 5 contains 50181 members 
Mstep: Class 6 contains 152522 members 
Mstep: Class 7 contains 100160 members 
Mstep: Class 8 contains 77129 members 
Mstep: Class 9 contains 180099 members 
Mstep: Class 10 contains 7947 members 
Mstep: Class 11 contains 14792 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17450 members 
Mstep: Class 17 contains 9250 members 
Mstep: Class 18 contains 11732 members 
Mstep: Class 19 contains 7105 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 12975 members 
Mstep: Class 24 contains 11747 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10114 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14097 members 
Mstep: Class 30 contains 7054 members 
Mstep: Class 31 contains 10421 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15716 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5710 members 
Mstep: Class 38 contains 27652 members 
Mstep: Class 39 contains 21962 members 
Mstep: Class 40 contains 48194 members 
Mstep: Class 41 contains 60342 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809600.000000 Penalty: 149390.437500
Iteration 229Q: 44 clusters Score -1.508096e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 47176 members 
Mstep: Class 3 contains 13144 members 
Mstep: Class 4 contains 169407 members 
Mstep: Class 5 contains 50178 members 
Mstep: Class 6 contains 152509 members 
Mstep: Class 7 contains 100160 members 
Mstep: Class 8 contains 77127 members 
Mstep: Class 9 contains 180099 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14791 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17450 members 
Mstep: Class 17 contains 9250 members 
Mstep: Class 18 contains 11738 members 
Mstep: Class 19 contains 7104 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 12974 members 
Mstep: Class 24 contains 11746 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10115 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14096 members 
Mstep: Class 30 contains 7056 members 
Mstep: Class 31 contains 10423 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15715 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5710 members 
Mstep: Class 38 contains 27647 members 
Mstep: Class 39 contains 21970 members 
Mstep: Class 40 contains 48196 members 
Mstep: Class 41 contains 60337 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809376.000000 Penalty: 149390.437500
Iteration 230Q: 44 clusters Score -1.508094e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 47180 members 
Mstep: Class 3 contains 13147 members 
Mstep: Class 4 contains 169404 members 
Mstep: Class 5 contains 50177 members 
Mstep: Class 6 contains 152509 members 
Mstep: Class 7 contains 100158 members 
Mstep: Class 8 contains 77124 members 
Mstep: Class 9 contains 180095 members 
Mstep: Class 10 contains 7950 members 
Mstep: Class 11 contains 14790 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17450 members 
Mstep: Class 17 contains 9250 members 
Mstep: Class 18 contains 11744 members 
Mstep: Class 19 contains 7099 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 12971 members 
Mstep: Class 24 contains 11745 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10115 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14096 members 
Mstep: Class 30 contains 7058 members 
Mstep: Class 31 contains 10427 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15719 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5710 members 
Mstep: Class 38 contains 27644 members 
Mstep: Class 39 contains 21977 members 
Mstep: Class 40 contains 48198 members 
Mstep: Class 41 contains 60329 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809536.000000 Penalty: 149390.437500
Iteration 231Q: 44 clusters Score -1.508095e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 47188 members 
Mstep: Class 3 contains 13149 members 
Mstep: Class 4 contains 169399 members 
Mstep: Class 5 contains 50173 members 
Mstep: Class 6 contains 152510 members 
Mstep: Class 7 contains 100159 members 
Mstep: Class 8 contains 77123 members 
Mstep: Class 9 contains 180096 members 
Mstep: Class 10 contains 7950 members 
Mstep: Class 11 contains 14790 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17450 members 
Mstep: Class 17 contains 9250 members 
Mstep: Class 18 contains 11752 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 4476 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 12967 members 
Mstep: Class 24 contains 11745 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10116 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14096 members 
Mstep: Class 30 contains 7058 members 
Mstep: Class 31 contains 10427 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15721 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5712 members 
Mstep: Class 38 contains 27635 members 
Mstep: Class 39 contains 21983 members 
Mstep: Class 40 contains 48196 members 
Mstep: Class 41 contains 60328 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809584.000000 Penalty: 149390.437500
Iteration 232Q: 44 clusters Score -1.508096e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 47195 members 
Mstep: Class 3 contains 13149 members 
Mstep: Class 4 contains 169403 members 
Mstep: Class 5 contains 50173 members 
Mstep: Class 6 contains 152503 members 
Mstep: Class 7 contains 100158 members 
Mstep: Class 8 contains 77122 members 
Mstep: Class 9 contains 180095 members 
Mstep: Class 10 contains 7950 members 
Mstep: Class 11 contains 14790 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17450 members 
Mstep: Class 17 contains 9250 members 
Mstep: Class 18 contains 11756 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 12963 members 
Mstep: Class 24 contains 11745 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10116 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14096 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10426 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15719 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5712 members 
Mstep: Class 38 contains 27634 members 
Mstep: Class 39 contains 21987 members 
Mstep: Class 40 contains 48197 members 
Mstep: Class 41 contains 60324 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809584.000000 Penalty: 149390.437500
Iteration 233Q: 44 clusters Score -1.508096e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 47199 members 
Mstep: Class 3 contains 13150 members 
Mstep: Class 4 contains 169402 members 
Mstep: Class 5 contains 50173 members 
Mstep: Class 6 contains 152499 members 
Mstep: Class 7 contains 100158 members 
Mstep: Class 8 contains 77122 members 
Mstep: Class 9 contains 180095 members 
Mstep: Class 10 contains 7950 members 
Mstep: Class 11 contains 14790 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17450 members 
Mstep: Class 17 contains 9250 members 
Mstep: Class 18 contains 11759 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12960 members 
Mstep: Class 24 contains 11744 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10117 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14096 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10426 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15717 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5712 members 
Mstep: Class 38 contains 27630 members 
Mstep: Class 39 contains 21990 members 
Mstep: Class 40 contains 48200 members 
Mstep: Class 41 contains 60322 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809552.000000 Penalty: 149390.437500
Iteration 234Q: 44 clusters Score -1.508096e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 47205 members 
Mstep: Class 3 contains 13151 members 
Mstep: Class 4 contains 169405 members 
Mstep: Class 5 contains 50169 members 
Mstep: Class 6 contains 152493 members 
Mstep: Class 7 contains 100158 members 
Mstep: Class 8 contains 77120 members 
Mstep: Class 9 contains 180096 members 
Mstep: Class 10 contains 7950 members 
Mstep: Class 11 contains 14789 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9251 members 
Mstep: Class 18 contains 11765 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 4479 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12959 members 
Mstep: Class 24 contains 11742 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10117 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14096 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10425 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5712 members 
Mstep: Class 38 contains 27626 members 
Mstep: Class 39 contains 21997 members 
Mstep: Class 40 contains 48202 members 
Mstep: Class 41 contains 60320 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27069 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809552.000000 Penalty: 149390.437500
Iteration 235Q: 44 clusters Score -1.508096e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 47207 members 
Mstep: Class 3 contains 13152 members 
Mstep: Class 4 contains 169410 members 
Mstep: Class 5 contains 50164 members 
Mstep: Class 6 contains 152488 members 
Mstep: Class 7 contains 100158 members 
Mstep: Class 8 contains 77118 members 
Mstep: Class 9 contains 180096 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14789 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9252 members 
Mstep: Class 18 contains 11770 members 
Mstep: Class 19 contains 7092 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12957 members 
Mstep: Class 24 contains 11740 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10118 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7060 members 
Mstep: Class 31 contains 10426 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15713 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5712 members 
Mstep: Class 38 contains 27626 members 
Mstep: Class 39 contains 22005 members 
Mstep: Class 40 contains 48203 members 
Mstep: Class 41 contains 60314 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27070 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809616.000000 Penalty: 149390.437500
Iteration 236Q: 44 clusters Score -1.508096e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 47211 members 
Mstep: Class 3 contains 13153 members 
Mstep: Class 4 contains 169410 members 
Mstep: Class 5 contains 50162 members 
Mstep: Class 6 contains 152488 members 
Mstep: Class 7 contains 100159 members 
Mstep: Class 8 contains 77117 members 
Mstep: Class 9 contains 180090 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14789 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9252 members 
Mstep: Class 18 contains 11775 members 
Mstep: Class 19 contains 7095 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12956 members 
Mstep: Class 24 contains 11737 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10120 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10426 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15712 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5712 members 
Mstep: Class 38 contains 27622 members 
Mstep: Class 39 contains 22010 members 
Mstep: Class 40 contains 48203 members 
Mstep: Class 41 contains 60309 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27073 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809600.000000 Penalty: 149390.437500
Iteration 237Q: 44 clusters Score -1.508096e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 47218 members 
Mstep: Class 3 contains 13157 members 
Mstep: Class 4 contains 169414 members 
Mstep: Class 5 contains 50161 members 
Mstep: Class 6 contains 152483 members 
Mstep: Class 7 contains 100157 members 
Mstep: Class 8 contains 77116 members 
Mstep: Class 9 contains 180092 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14789 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9252 members 
Mstep: Class 18 contains 11779 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 4478 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12954 members 
Mstep: Class 24 contains 11737 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10121 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10426 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5712 members 
Mstep: Class 38 contains 27620 members 
Mstep: Class 39 contains 22012 members 
Mstep: Class 40 contains 48201 members 
Mstep: Class 41 contains 60301 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27072 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809488.000000 Penalty: 149390.437500
Iteration 238Q: 44 clusters Score -1.508095e+08 nChanged 39
Entering ConstructFrom: 
Score: -150809488.000000 Penalty: 149390.437500
Entering ConstructFrom: 
Trying to split cluster 1 (7953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Entering Unmasked Estep 
Score: -976880.875000 Penalty: 2227.363525
	Iteration 0F: 2 clusters Score -976880.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -970523.875000 Penalty: 4454.727051
	Iteration 0F: 3 clusters Score -970523.9 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -972233.125000 Penalty: 4454.727051
	Iteration 1F: 3 clusters Score -972233.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -972485.750000 Penalty: 4454.727051
	Iteration 2F: 3 clusters Score -972485.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -972685.500000 Penalty: 4454.727051
	Iteration 3F: 3 clusters Score -972685.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -972853.562500 Penalty: 4454.727051
	Iteration 4Q: 3 clusters Score -972853.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -973001.437500 Penalty: 4454.727051
	Iteration 5Q: 3 clusters Score -973001.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -973125.062500 Penalty: 4454.727051
	Iteration 6Q: 3 clusters Score -973125.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -973254.562500 Penalty: 4454.727051
	Iteration 7Q: 3 clusters Score -973254.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -973389.000000 Penalty: 4454.727051
	Iteration 8Q: 3 clusters Score -973389 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -973548.437500 Penalty: 4454.727051
	Iteration 9Q: 3 clusters Score -973548.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -973739.750000 Penalty: 4454.727051
	Iteration 10Q: 3 clusters Score -973739.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -973927.437500 Penalty: 4454.727051
	Iteration 11Q: 3 clusters Score -973927.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -974129.750000 Penalty: 4454.727051
	Iteration 12Q: 3 clusters Score -974129.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -974277.437500 Penalty: 4454.727051
	Iteration 13Q: 3 clusters Score -974277.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -974396.250000 Penalty: 4454.727051
	Iteration 14Q: 3 clusters Score -974396.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -974496.562500 Penalty: 4454.727051
	Iteration 15Q: 3 clusters Score -974496.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -974587.375000 Penalty: 4454.727051
	Iteration 16Q: 3 clusters Score -974587.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -974672.125000 Penalty: 4454.727051
	Iteration 17Q: 3 clusters Score -974672.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -974736.125000 Penalty: 4454.727051
	Iteration 18Q: 3 clusters Score -974736.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -974792.187500 Penalty: 4454.727051
	Iteration 19Q: 3 clusters Score -974792.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -974844.625000 Penalty: 4454.727051
	Iteration 20F: 3 clusters Score -974844.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -974877.250000 Penalty: 4454.727051
	Iteration 21Q: 3 clusters Score -974877.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -974914.312500 Penalty: 4454.727051
	Iteration 22Q: 3 clusters Score -974914.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -974936.937500 Penalty: 4454.727051
	Iteration 23Q: 3 clusters Score -974936.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -974959.750000 Penalty: 4454.727051
	Iteration 24Q: 3 clusters Score -974959.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -974978.437500 Penalty: 4454.727051
	Iteration 25Q: 3 clusters Score -974978.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -974992.750000 Penalty: 4454.727051
	Iteration 26Q: 3 clusters Score -974992.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -975005.375000 Penalty: 4454.727051
	Iteration 27Q: 3 clusters Score -975005.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -975012.625000 Penalty: 4454.727051
	Iteration 28Q: 3 clusters Score -975012.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -975022.875000 Penalty: 4454.727051
	Iteration 29Q: 3 clusters Score -975022.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -975029.625000 Penalty: 4454.727051
	Iteration 30Q: 3 clusters Score -975029.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -975035.187500 Penalty: 4454.727051
	Iteration 31Q: 3 clusters Score -975035.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -975036.250000 Penalty: 4454.727051
	Iteration 32Q: 3 clusters Score -975036.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -975038.250000 Penalty: 4454.727051
	Iteration 33Q: 3 clusters Score -975038.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -975044.312500 Penalty: 4454.727051
	Iteration 34Q: 3 clusters Score -975044.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -975048.500000 Penalty: 4454.727051
	Iteration 35Q: 3 clusters Score -975048.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -975050.875000 Penalty: 4454.727051
	Iteration 36Q: 3 clusters Score -975050.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -975050.812500 Penalty: 4454.727051
	Iteration 37Q: 3 clusters Score -975050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -975051.562500 Penalty: 4454.727051
	Iteration 38Q: 3 clusters Score -975051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -975053.375000 Penalty: 4454.727051
	Iteration 39Q: 3 clusters Score -975053.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -975055.187500 Penalty: 4454.727051
	Iteration 40F: 3 clusters Score -975055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -975058.375000 Penalty: 4454.727051
	Iteration 41Q: 3 clusters Score -975058.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -975060.437500 Penalty: 4454.727051
	Iteration 42Q: 3 clusters Score -975060.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -975060.437500 Penalty: 4454.727051
	Iteration 43F: 3 clusters Score -975060.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Entering Unmasked Estep 
Score: -6050065.500000 Penalty: 2669.133789
	Iteration 0F: 2 clusters Score -6050066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -6018212.500000 Penalty: 5338.267578
	Iteration 0F: 3 clusters Score -6018212 nChanged 21790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -6030203.500000 Penalty: 5338.267578
	Iteration 1F: 3 clusters Score -6030204 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -6030852.000000 Penalty: 5338.267578
	Iteration 2Q: 3 clusters Score -6030852 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -6031726.500000 Penalty: 5338.267578
	Iteration 3Q: 3 clusters Score -6031726 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -6033219.500000 Penalty: 5338.267578
	Iteration 4F: 3 clusters Score -6033220 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -6035350.000000 Penalty: 5338.267578
	Iteration 5F: 3 clusters Score -6035350 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -6037949.000000 Penalty: 5338.267578
	Iteration 6F: 3 clusters Score -6037949 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -6040547.000000 Penalty: 5338.267578
	Iteration 7F: 3 clusters Score -6040547 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -6042569.500000 Penalty: 5338.267578
	Iteration 8F: 3 clusters Score -6042570 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -6044174.000000 Penalty: 5338.267578
	Iteration 9Q: 3 clusters Score -6044174 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -6045394.500000 Penalty: 5338.267578
	Iteration 10Q: 3 clusters Score -6045394 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -6046237.500000 Penalty: 5338.267578
	Iteration 11Q: 3 clusters Score -6046238 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -6046724.500000 Penalty: 5338.267578
	Iteration 12Q: 3 clusters Score -6046724 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -6046985.500000 Penalty: 5338.267578
	Iteration 13Q: 3 clusters Score -6046986 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -6047158.500000 Penalty: 5338.267578
	Iteration 14Q: 3 clusters Score -6047158 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -6047345.500000 Penalty: 5338.267578
	Iteration 15Q: 3 clusters Score -6047346 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -6047470.000000 Penalty: 5338.267578
	Iteration 16Q: 3 clusters Score -6047470 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -6047610.000000 Penalty: 5338.267578
	Iteration 17Q: 3 clusters Score -6047610 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -6047730.500000 Penalty: 5338.267578
	Iteration 18Q: 3 clusters Score -6047730 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -6047829.000000 Penalty: 5338.267578
	Iteration 19Q: 3 clusters Score -6047829 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -6047925.500000 Penalty: 5338.267578
	Iteration 20F: 3 clusters Score -6047926 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -6047998.000000 Penalty: 5338.267578
	Iteration 21Q: 3 clusters Score -6047998 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -6048078.000000 Penalty: 5338.267578
	Iteration 22Q: 3 clusters Score -6048078 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -6048121.000000 Penalty: 5338.267578
	Iteration 23Q: 3 clusters Score -6048121 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -6048167.500000 Penalty: 5338.267578
	Iteration 24Q: 3 clusters Score -6048168 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -6048226.500000 Penalty: 5338.267578
	Iteration 25Q: 3 clusters Score -6048226 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -6048289.000000 Penalty: 5338.267578
	Iteration 26Q: 3 clusters Score -6048289 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -6048333.000000 Penalty: 5338.267578
	Iteration 27Q: 3 clusters Score -6048333 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -6048374.000000 Penalty: 5338.267578
	Iteration 28Q: 3 clusters Score -6048374 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -6048420.500000 Penalty: 5338.267578
	Iteration 29Q: 3 clusters Score -6048420 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -6048451.500000 Penalty: 5338.267578
	Iteration 30Q: 3 clusters Score -6048452 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -6048467.500000 Penalty: 5338.267578
	Iteration 31Q: 3 clusters Score -6048468 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -6048496.500000 Penalty: 5338.267578
	Iteration 32Q: 3 clusters Score -6048496 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -6048536.000000 Penalty: 5338.267578
	Iteration 33Q: 3 clusters Score -6048536 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -6048564.500000 Penalty: 5338.267578
	Iteration 34Q: 3 clusters Score -6048564 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -6048576.000000 Penalty: 5338.267578
	Iteration 35Q: 3 clusters Score -6048576 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -6048592.000000 Penalty: 5338.267578
	Iteration 36Q: 3 clusters Score -6048592 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -6048613.000000 Penalty: 5338.267578
	Iteration 37Q: 3 clusters Score -6048613 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -6048619.000000 Penalty: 5338.267578
	Iteration 38Q: 3 clusters Score -6048619 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -6048619.500000 Penalty: 5338.267578
	Iteration 39Q: 3 clusters Score -6048620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -6048625.000000 Penalty: 5338.267578
	Iteration 40F: 3 clusters Score -6048625 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -6048634.000000 Penalty: 5338.267578
	Iteration 41Q: 3 clusters Score -6048634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -6048639.500000 Penalty: 5338.267578
	Iteration 42Q: 3 clusters Score -6048640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -6048632.500000 Penalty: 5338.267578
	Iteration 43Q: 3 clusters Score -6048632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -6048639.000000 Penalty: 5338.267578
	Iteration 44Q: 3 clusters Score -6048639 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -6048655.500000 Penalty: 5338.267578
	Iteration 45Q: 3 clusters Score -6048656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -6048657.000000 Penalty: 5338.267578
	Iteration 46Q: 3 clusters Score -6048657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -6048662.500000 Penalty: 5338.267578
	Iteration 47Q: 3 clusters Score -6048662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -6048672.000000 Penalty: 5338.267578
	Iteration 48Q: 3 clusters Score -6048672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -6048676.000000 Penalty: 5338.267578
	Iteration 49Q: 3 clusters Score -6048676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -6048679.000000 Penalty: 5338.267578
	Iteration 50Q: 3 clusters Score -6048679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -6048679.000000 Penalty: 5338.267578
	Iteration 51Q: 3 clusters Score -6048679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -6048677.000000 Penalty: 5338.267578
	Iteration 52Q: 3 clusters Score -6048677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -6048672.000000 Penalty: 5338.267578
	Iteration 53Q: 3 clusters Score -6048672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -6048674.500000 Penalty: 5338.267578
	Iteration 54Q: 3 clusters Score -6048674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -6048678.000000 Penalty: 5338.267578
	Iteration 55Q: 3 clusters Score -6048678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -6048669.500000 Penalty: 5338.267578
	Iteration 56Q: 3 clusters Score -6048670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -6048673.500000 Penalty: 5338.267578
	Iteration 57Q: 3 clusters Score -6048674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -6048682.500000 Penalty: 5338.267578
	Iteration 58Q: 3 clusters Score -6048682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -6048686.500000 Penalty: 5338.267578
	Iteration 59Q: 3 clusters Score -6048686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -6048681.500000 Penalty: 5338.267578
	Iteration 60F: 3 clusters Score -6048682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -6048695.000000 Penalty: 5338.267578
	Iteration 61Q: 3 clusters Score -6048695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -6048683.500000 Penalty: 5338.267578
	Iteration 62Q: 3 clusters Score -6048684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -6048690.000000 Penalty: 5338.267578
	Iteration 63Q: 3 clusters Score -6048690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -6048709.500000 Penalty: 5338.267578
	Iteration 64Q: 3 clusters Score -6048710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -6048709.500000 Penalty: 5338.267578
	Iteration 65Q: 3 clusters Score -6048710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -6048709.500000 Penalty: 5338.267578
	Iteration 66Q: 3 clusters Score -6048710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -6048712.000000 Penalty: 5338.267578
	Iteration 67Q: 3 clusters Score -6048712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -6048722.000000 Penalty: 5338.267578
	Iteration 68Q: 3 clusters Score -6048722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -6048721.000000 Penalty: 5338.267578
	Iteration 69Q: 3 clusters Score -6048721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -6048719.500000 Penalty: 5338.267578
	Iteration 70Q: 3 clusters Score -6048720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -6048714.500000 Penalty: 5338.267578
	Iteration 71Q: 3 clusters Score -6048714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -6048720.500000 Penalty: 5338.267578
	Iteration 72Q: 3 clusters Score -6048720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -6048715.000000 Penalty: 5338.267578
	Iteration 73Q: 3 clusters Score -6048715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -6048722.000000 Penalty: 5338.267578
	Iteration 74Q: 3 clusters Score -6048722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -6048719.000000 Penalty: 5338.267578
	Iteration 75Q: 3 clusters Score -6048719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -6048718.000000 Penalty: 5338.267578
	Iteration 76Q: 3 clusters Score -6048718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -6048719.000000 Penalty: 5338.267578
	Iteration 77Q: 3 clusters Score -6048719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -6048722.000000 Penalty: 5338.267578
	Iteration 78Q: 3 clusters Score -6048722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -6048717.000000 Penalty: 5338.267578
	Iteration 79Q: 3 clusters Score -6048717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -6048723.500000 Penalty: 5338.267578
	Iteration 80F: 3 clusters Score -6048724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -6048725.500000 Penalty: 5338.267578
	Iteration 81Q: 3 clusters Score -6048726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -6048724.000000 Penalty: 5338.267578
	Iteration 82Q: 3 clusters Score -6048724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -6048728.500000 Penalty: 5338.267578
	Iteration 83Q: 3 clusters Score -6048728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -6048729.500000 Penalty: 5338.267578
	Iteration 84Q: 3 clusters Score -6048730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -6048729.500000 Penalty: 5338.267578
	Iteration 85Q: 3 clusters Score -6048730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -6048730.500000 Penalty: 5338.267578
	Iteration 86Q: 3 clusters Score -6048730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -6048728.500000 Penalty: 5338.267578
	Iteration 87Q: 3 clusters Score -6048728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -6048725.500000 Penalty: 5338.267578
	Iteration 88Q: 3 clusters Score -6048726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -6048723.500000 Penalty: 5338.267578
	Iteration 89Q: 3 clusters Score -6048724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -6048723.500000 Penalty: 5338.267578
	Iteration 90Q: 3 clusters Score -6048724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -6048726.500000 Penalty: 5338.267578
	Iteration 91Q: 3 clusters Score -6048726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -6048726.500000 Penalty: 5338.267578
	Iteration 92Q: 3 clusters Score -6048726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -6048733.500000 Penalty: 5338.267578
	Iteration 93Q: 3 clusters Score -6048734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -6048736.000000 Penalty: 5338.267578
	Iteration 94Q: 3 clusters Score -6048736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -6048736.000000 Penalty: 5338.267578
	Iteration 95F: 3 clusters Score -6048736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Entering Unmasked Estep 
Score: -1598928.500000 Penalty: 2352.264648
	Iteration 0F: 2 clusters Score -1598928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1589217.875000 Penalty: 4704.529297
	Iteration 0F: 3 clusters Score -1589218 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1592269.625000 Penalty: 4704.529297
	Iteration 1F: 3 clusters Score -1592270 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1592784.125000 Penalty: 4704.529297
	Iteration 2F: 3 clusters Score -1592784 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1593236.125000 Penalty: 4704.529297
	Iteration 3F: 3 clusters Score -1593236 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1593623.875000 Penalty: 4704.529297
	Iteration 4F: 3 clusters Score -1593624 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1593929.250000 Penalty: 4704.529297
	Iteration 5Q: 3 clusters Score -1593929 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1594194.750000 Penalty: 4704.529297
	Iteration 6Q: 3 clusters Score -1594195 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1594433.125000 Penalty: 4704.529297
	Iteration 7Q: 3 clusters Score -1594433 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1594651.250000 Penalty: 4704.529297
	Iteration 8Q: 3 clusters Score -1594651 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1594888.750000 Penalty: 4704.529297
	Iteration 9Q: 3 clusters Score -1594889 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1595146.250000 Penalty: 4704.529297
	Iteration 10Q: 3 clusters Score -1595146 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1595406.750000 Penalty: 4704.529297
	Iteration 11Q: 3 clusters Score -1595407 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1595670.125000 Penalty: 4704.529297
	Iteration 12Q: 3 clusters Score -1595670 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1595917.750000 Penalty: 4704.529297
	Iteration 13Q: 3 clusters Score -1595918 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1596132.000000 Penalty: 4704.529297
	Iteration 14Q: 3 clusters Score -1596132 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1596313.625000 Penalty: 4704.529297
	Iteration 15Q: 3 clusters Score -1596314 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1596471.375000 Penalty: 4704.529297
	Iteration 16Q: 3 clusters Score -1596471 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1596577.250000 Penalty: 4704.529297
	Iteration 17Q: 3 clusters Score -1596577 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1596693.875000 Penalty: 4704.529297
	Iteration 18Q: 3 clusters Score -1596694 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1596806.000000 Penalty: 4704.529297
	Iteration 19Q: 3 clusters Score -1596806 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1596908.875000 Penalty: 4704.529297
	Iteration 20F: 3 clusters Score -1596909 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1597019.625000 Penalty: 4704.529297
	Iteration 21Q: 3 clusters Score -1597020 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1597096.375000 Penalty: 4704.529297
	Iteration 22Q: 3 clusters Score -1597096 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1597176.125000 Penalty: 4704.529297
	Iteration 23Q: 3 clusters Score -1597176 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1597273.125000 Penalty: 4704.529297
	Iteration 24Q: 3 clusters Score -1597273 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1597356.875000 Penalty: 4704.529297
	Iteration 25Q: 3 clusters Score -1597357 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1597444.000000 Penalty: 4704.529297
	Iteration 26Q: 3 clusters Score -1597444 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1597485.500000 Penalty: 4704.529297
	Iteration 27Q: 3 clusters Score -1597486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1597510.250000 Penalty: 4704.529297
	Iteration 28Q: 3 clusters Score -1597510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1597532.375000 Penalty: 4704.529297
	Iteration 29Q: 3 clusters Score -1597532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1597544.250000 Penalty: 4704.529297
	Iteration 30Q: 3 clusters Score -1597544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1597550.000000 Penalty: 4704.529297
	Iteration 31Q: 3 clusters Score -1597550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1597553.750000 Penalty: 4704.529297
	Iteration 32Q: 3 clusters Score -1597554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1597559.875000 Penalty: 4704.529297
	Iteration 33Q: 3 clusters Score -1597560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1597569.000000 Penalty: 4704.529297
	Iteration 34Q: 3 clusters Score -1597569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1597571.625000 Penalty: 4704.529297
	Iteration 35Q: 3 clusters Score -1597572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1597576.750000 Penalty: 4704.529297
	Iteration 36Q: 3 clusters Score -1597577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1597576.375000 Penalty: 4704.529297
	Iteration 37Q: 3 clusters Score -1597576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1597578.000000 Penalty: 4704.529297
	Iteration 38Q: 3 clusters Score -1597578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1597578.625000 Penalty: 4704.529297
	Iteration 39Q: 3 clusters Score -1597579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1597580.500000 Penalty: 4704.529297
	Iteration 40F: 3 clusters Score -1597580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1597585.000000 Penalty: 4704.529297
	Iteration 41Q: 3 clusters Score -1597585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1597587.125000 Penalty: 4704.529297
	Iteration 42Q: 3 clusters Score -1597587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1597583.625000 Penalty: 4704.529297
	Iteration 43Q: 3 clusters Score -1597584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1597583.375000 Penalty: 4704.529297
	Iteration 44Q: 3 clusters Score -1597583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1597586.625000 Penalty: 4704.529297
	Iteration 45Q: 3 clusters Score -1597587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1597586.625000 Penalty: 4704.529297
	Iteration 46Q: 3 clusters Score -1597587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1597585.875000 Penalty: 4704.529297
	Iteration 47Q: 3 clusters Score -1597586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1597585.125000 Penalty: 4704.529297
	Iteration 48Q: 3 clusters Score -1597585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1597585.125000 Penalty: 4704.529297
	Iteration 49F: 3 clusters Score -1597585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (169418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169418 members 
Entering Unmasked Estep 
Score: -21933292.000000 Penalty: 2985.950684
	Iteration 0F: 2 clusters Score -2.193329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 84686 members 
Entering Unmasked Estep 
Score: -21825024.000000 Penalty: 5971.901367
	Iteration 0F: 3 clusters Score -2.182502e+07 nChanged 81158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 84972 members 
Entering Unmasked Estep 
Score: -21872108.000000 Penalty: 5971.901367
	Iteration 1F: 3 clusters Score -2.187211e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84048 members 
Mstep: Class 2 contains 85370 members 
Entering Unmasked Estep 
Score: -21872978.000000 Penalty: 5971.901367
	Iteration 2Q: 3 clusters Score -2.187298e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83261 members 
Mstep: Class 2 contains 86157 members 
Entering Unmasked Estep 
Score: -21874144.000000 Penalty: 5971.901367
	Iteration 3Q: 3 clusters Score -2.187414e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 87457 members 
Entering Unmasked Estep 
Score: -21875636.000000 Penalty: 5971.901367
	Iteration 4Q: 3 clusters Score -2.187564e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79828 members 
Mstep: Class 2 contains 89590 members 
Entering Unmasked Estep 
Score: -21877368.000000 Penalty: 5971.901367
	Iteration 5Q: 3 clusters Score -2.187737e+07 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 92662 members 
Entering Unmasked Estep 
Score: -21880066.000000 Penalty: 5971.901367
	Iteration 6Q: 3 clusters Score -2.188007e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72510 members 
Mstep: Class 2 contains 96908 members 
Entering Unmasked Estep 
Score: -21883628.000000 Penalty: 5971.901367
	Iteration 7F: 3 clusters Score -2.188363e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67188 members 
Mstep: Class 2 contains 102230 members 
Entering Unmasked Estep 
Score: -21888014.000000 Penalty: 5971.901367
	Iteration 8F: 3 clusters Score -2.188801e+07 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 108158 members 
Entering Unmasked Estep 
Score: -21892790.000000 Penalty: 5971.901367
	Iteration 9F: 3 clusters Score -2.189279e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 114614 members 
Entering Unmasked Estep 
Score: -21896858.000000 Penalty: 5971.901367
	Iteration 10F: 3 clusters Score -2.189686e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 121423 members 
Entering Unmasked Estep 
Score: -21900562.000000 Penalty: 5971.901367
	Iteration 11Q: 3 clusters Score -2.190056e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 128686 members 
Entering Unmasked Estep 
Score: -21904426.000000 Penalty: 5971.901367
	Iteration 12Q: 3 clusters Score -2.190443e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 136283 members 
Entering Unmasked Estep 
Score: -21908656.000000 Penalty: 5971.901367
	Iteration 13Q: 3 clusters Score -2.190866e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 144044 members 
Entering Unmasked Estep 
Score: -21913372.000000 Penalty: 5971.901367
	Iteration 14Q: 3 clusters Score -2.191337e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 151515 members 
Entering Unmasked Estep 
Score: -21918714.000000 Penalty: 5971.901367
	Iteration 15Q: 3 clusters Score -2.191871e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 158200 members 
Entering Unmasked Estep 
Score: -21923572.000000 Penalty: 5971.901367
	Iteration 16Q: 3 clusters Score -2.192357e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 163302 members 
Entering Unmasked Estep 
Score: -21927298.000000 Penalty: 5971.901367
	Iteration 17Q: 3 clusters Score -2.19273e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 166423 members 
Entering Unmasked Estep 
Score: -21929272.000000 Penalty: 5971.901367
	Iteration 18Q: 3 clusters Score -2.192927e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 167865 members 
Entering Unmasked Estep 
Score: -21930054.000000 Penalty: 5971.901367
	Iteration 19Q: 3 clusters Score -2.193005e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 168487 members 
Entering Unmasked Estep 
Score: -21930342.000000 Penalty: 5971.901367
	Iteration 20F: 3 clusters Score -2.193034e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 168745 members 
Entering Unmasked Estep 
Score: -21930514.000000 Penalty: 5971.901367
	Iteration 21Q: 3 clusters Score -2.193051e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 168854 members 
Entering Unmasked Estep 
Score: -21930566.000000 Penalty: 5971.901367
	Iteration 22Q: 3 clusters Score -2.193057e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 168912 members 
Entering Unmasked Estep 
Score: -21930648.000000 Penalty: 5971.901367
	Iteration 23Q: 3 clusters Score -2.193065e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 168948 members 
Entering Unmasked Estep 
Score: -21930638.000000 Penalty: 5971.901367
	Iteration 24Q: 3 clusters Score -2.193064e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 168966 members 
Entering Unmasked Estep 
Score: -21930668.000000 Penalty: 5971.901367
	Iteration 25Q: 3 clusters Score -2.193067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 168980 members 
Entering Unmasked Estep 
Score: -21930676.000000 Penalty: 5971.901367
	Iteration 26Q: 3 clusters Score -2.193068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 168988 members 
Entering Unmasked Estep 
Score: -21930700.000000 Penalty: 5971.901367
	Iteration 27Q: 3 clusters Score -2.19307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 168993 members 
Entering Unmasked Estep 
Score: -21930720.000000 Penalty: 5971.901367
	Iteration 28Q: 3 clusters Score -2.193072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 168994 members 
Entering Unmasked Estep 
Score: -21930710.000000 Penalty: 5971.901367
	Iteration 29Q: 3 clusters Score -2.193071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 168995 members 
Entering Unmasked Estep 
Score: -21930718.000000 Penalty: 5971.901367
	Iteration 30Q: 3 clusters Score -2.193072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 168995 members 
Entering Unmasked Estep 
Score: -21930722.000000 Penalty: 5971.901367
	Iteration 31Q: 3 clusters Score -2.193072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 168995 members 
Entering Unmasked Estep 
Score: -21930722.000000 Penalty: 5971.901367
	Iteration 32Q: 3 clusters Score -2.193072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 168997 members 
Entering Unmasked Estep 
Score: -21930726.000000 Penalty: 5971.901367
	Iteration 33Q: 3 clusters Score -2.193073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 168999 members 
Entering Unmasked Estep 
Score: -21930718.000000 Penalty: 5971.901367
	Iteration 34Q: 3 clusters Score -2.193072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 169000 members 
Entering Unmasked Estep 
Score: -21930716.000000 Penalty: 5971.901367
	Iteration 35Q: 3 clusters Score -2.193072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 169000 members 
Entering Unmasked Estep 
Score: -21930716.000000 Penalty: 5971.901367
	Iteration 36F: 3 clusters Score -2.193072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Entering Unmasked Estep 
Score: -6460990.000000 Penalty: 2684.097412
	Iteration 0F: 2 clusters Score -6460990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -6427340.000000 Penalty: 5368.194824
	Iteration 0F: 3 clusters Score -6427340 nChanged 23116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -6440272.500000 Penalty: 5368.194824
	Iteration 1F: 3 clusters Score -6440272 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -6441085.500000 Penalty: 5368.194824
	Iteration 2Q: 3 clusters Score -6441086 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -6442172.500000 Penalty: 5368.194824
	Iteration 3Q: 3 clusters Score -6442172 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -6443591.000000 Penalty: 5368.194824
	Iteration 4F: 3 clusters Score -6443591 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -6445256.500000 Penalty: 5368.194824
	Iteration 5F: 3 clusters Score -6445256 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -6447326.000000 Penalty: 5368.194824
	Iteration 6F: 3 clusters Score -6447326 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -6449410.500000 Penalty: 5368.194824
	Iteration 7F: 3 clusters Score -6449410 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -6451426.500000 Penalty: 5368.194824
	Iteration 8F: 3 clusters Score -6451426 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -6453361.500000 Penalty: 5368.194824
	Iteration 9F: 3 clusters Score -6453362 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -6455045.500000 Penalty: 5368.194824
	Iteration 10Q: 3 clusters Score -6455046 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -6456388.500000 Penalty: 5368.194824
	Iteration 11Q: 3 clusters Score -6456388 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -6457318.000000 Penalty: 5368.194824
	Iteration 12Q: 3 clusters Score -6457318 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -6457934.500000 Penalty: 5368.194824
	Iteration 13Q: 3 clusters Score -6457934 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -6458237.500000 Penalty: 5368.194824
	Iteration 14Q: 3 clusters Score -6458238 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -6458445.000000 Penalty: 5368.194824
	Iteration 15Q: 3 clusters Score -6458445 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -6458574.000000 Penalty: 5368.194824
	Iteration 16Q: 3 clusters Score -6458574 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -6458649.000000 Penalty: 5368.194824
	Iteration 17Q: 3 clusters Score -6458649 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -6458702.000000 Penalty: 5368.194824
	Iteration 18Q: 3 clusters Score -6458702 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -6458732.000000 Penalty: 5368.194824
	Iteration 19Q: 3 clusters Score -6458732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -6458761.000000 Penalty: 5368.194824
	Iteration 20F: 3 clusters Score -6458761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -6458774.500000 Penalty: 5368.194824
	Iteration 21Q: 3 clusters Score -6458774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -6458782.500000 Penalty: 5368.194824
	Iteration 22Q: 3 clusters Score -6458782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -6458797.000000 Penalty: 5368.194824
	Iteration 23Q: 3 clusters Score -6458797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -6458794.500000 Penalty: 5368.194824
	Iteration 24Q: 3 clusters Score -6458794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -6458806.500000 Penalty: 5368.194824
	Iteration 25Q: 3 clusters Score -6458806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -6458818.000000 Penalty: 5368.194824
	Iteration 26Q: 3 clusters Score -6458818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -6458827.000000 Penalty: 5368.194824
	Iteration 27Q: 3 clusters Score -6458827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -6458827.000000 Penalty: 5368.194824
	Iteration 28Q: 3 clusters Score -6458827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -6458841.000000 Penalty: 5368.194824
	Iteration 29Q: 3 clusters Score -6458841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 49453 members 
Entering Unmasked Estep 
Score: -6458845.000000 Penalty: 5368.194824
	Iteration 30Q: 3 clusters Score -6458845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -6458851.000000 Penalty: 5368.194824
	Iteration 31Q: 3 clusters Score -6458851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -6458864.000000 Penalty: 5368.194824
	Iteration 32Q: 3 clusters Score -6458864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -6458862.500000 Penalty: 5368.194824
	Iteration 33Q: 3 clusters Score -6458862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -6458863.500000 Penalty: 5368.194824
	Iteration 34Q: 3 clusters Score -6458864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -6458875.000000 Penalty: 5368.194824
	Iteration 35Q: 3 clusters Score -6458875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -6458876.000000 Penalty: 5368.194824
	Iteration 36Q: 3 clusters Score -6458876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -6458889.000000 Penalty: 5368.194824
	Iteration 37Q: 3 clusters Score -6458889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -6458893.000000 Penalty: 5368.194824
	Iteration 38Q: 3 clusters Score -6458893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -6458885.500000 Penalty: 5368.194824
	Iteration 39Q: 3 clusters Score -6458886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -6458893.500000 Penalty: 5368.194824
	Iteration 40F: 3 clusters Score -6458894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -6458895.500000 Penalty: 5368.194824
	Iteration 41Q: 3 clusters Score -6458896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -6458893.500000 Penalty: 5368.194824
	Iteration 42Q: 3 clusters Score -6458894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -6458891.000000 Penalty: 5368.194824
	Iteration 43Q: 3 clusters Score -6458891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -6458891.000000 Penalty: 5368.194824
	Iteration 44F: 3 clusters Score -6458891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (152469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152469 members 
Entering Unmasked Estep 
Score: -19609786.000000 Penalty: 2959.809570
	Iteration 0F: 2 clusters Score -1.960979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76145 members 
Mstep: Class 2 contains 76324 members 
Entering Unmasked Estep 
Score: -19509122.000000 Penalty: 5919.619141
	Iteration 0F: 3 clusters Score -1.950912e+07 nChanged 72912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75443 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -19551114.000000 Penalty: 5919.619141
	Iteration 1F: 3 clusters Score -1.955111e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74781 members 
Mstep: Class 2 contains 77688 members 
Entering Unmasked Estep 
Score: -19552188.000000 Penalty: 5919.619141
	Iteration 2Q: 3 clusters Score -1.955219e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73770 members 
Mstep: Class 2 contains 78699 members 
Entering Unmasked Estep 
Score: -19553382.000000 Penalty: 5919.619141
	Iteration 3Q: 3 clusters Score -1.955338e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72292 members 
Mstep: Class 2 contains 80177 members 
Entering Unmasked Estep 
Score: -19555112.000000 Penalty: 5919.619141
	Iteration 4Q: 3 clusters Score -1.955511e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70120 members 
Mstep: Class 2 contains 82349 members 
Entering Unmasked Estep 
Score: -19557406.000000 Penalty: 5919.619141
	Iteration 5Q: 3 clusters Score -1.955741e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67328 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -19560572.000000 Penalty: 5919.619141
	Iteration 6Q: 3 clusters Score -1.956057e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 88739 members 
Entering Unmasked Estep 
Score: -19564704.000000 Penalty: 5919.619141
	Iteration 7F: 3 clusters Score -1.95647e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59854 members 
Mstep: Class 2 contains 92615 members 
Entering Unmasked Estep 
Score: -19570336.000000 Penalty: 5919.619141
	Iteration 8F: 3 clusters Score -1.957034e+07 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 96358 members 
Entering Unmasked Estep 
Score: -19576966.000000 Penalty: 5919.619141
	Iteration 9F: 3 clusters Score -1.957697e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53130 members 
Mstep: Class 2 contains 99339 members 
Entering Unmasked Estep 
Score: -19582628.000000 Penalty: 5919.619141
	Iteration 10F: 3 clusters Score -1.958263e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50824 members 
Mstep: Class 2 contains 101645 members 
Entering Unmasked Estep 
Score: -19585898.000000 Penalty: 5919.619141
	Iteration 11Q: 3 clusters Score -1.95859e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -19587684.000000 Penalty: 5919.619141
	Iteration 12Q: 3 clusters Score -1.958768e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 105603 members 
Entering Unmasked Estep 
Score: -19588898.000000 Penalty: 5919.619141
	Iteration 13Q: 3 clusters Score -1.95889e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 107421 members 
Entering Unmasked Estep 
Score: -19590006.000000 Penalty: 5919.619141
	Iteration 14Q: 3 clusters Score -1.959001e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 109087 members 
Entering Unmasked Estep 
Score: -19590948.000000 Penalty: 5919.619141
	Iteration 15Q: 3 clusters Score -1.959095e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 110708 members 
Entering Unmasked Estep 
Score: -19592108.000000 Penalty: 5919.619141
	Iteration 16Q: 3 clusters Score -1.959211e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 112168 members 
Entering Unmasked Estep 
Score: -19593106.000000 Penalty: 5919.619141
	Iteration 17Q: 3 clusters Score -1.959311e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 113460 members 
Entering Unmasked Estep 
Score: -19594002.000000 Penalty: 5919.619141
	Iteration 18Q: 3 clusters Score -1.9594e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 114551 members 
Entering Unmasked Estep 
Score: -19594724.000000 Penalty: 5919.619141
	Iteration 19Q: 3 clusters Score -1.959472e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 115506 members 
Entering Unmasked Estep 
Score: -19595352.000000 Penalty: 5919.619141
	Iteration 20F: 3 clusters Score -1.959535e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 116329 members 
Entering Unmasked Estep 
Score: -19595836.000000 Penalty: 5919.619141
	Iteration 21Q: 3 clusters Score -1.959584e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 117012 members 
Entering Unmasked Estep 
Score: -19596166.000000 Penalty: 5919.619141
	Iteration 22Q: 3 clusters Score -1.959617e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 117547 members 
Entering Unmasked Estep 
Score: -19596386.000000 Penalty: 5919.619141
	Iteration 23Q: 3 clusters Score -1.959639e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 118043 members 
Entering Unmasked Estep 
Score: -19596726.000000 Penalty: 5919.619141
	Iteration 24Q: 3 clusters Score -1.959673e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 118493 members 
Entering Unmasked Estep 
Score: -19596882.000000 Penalty: 5919.619141
	Iteration 25Q: 3 clusters Score -1.959688e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 118900 members 
Entering Unmasked Estep 
Score: -19597150.000000 Penalty: 5919.619141
	Iteration 26Q: 3 clusters Score -1.959715e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 119300 members 
Entering Unmasked Estep 
Score: -19597306.000000 Penalty: 5919.619141
	Iteration 27Q: 3 clusters Score -1.959731e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 119691 members 
Entering Unmasked Estep 
Score: -19597422.000000 Penalty: 5919.619141
	Iteration 28Q: 3 clusters Score -1.959742e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 120010 members 
Entering Unmasked Estep 
Score: -19597496.000000 Penalty: 5919.619141
	Iteration 29Q: 3 clusters Score -1.95975e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 120374 members 
Entering Unmasked Estep 
Score: -19597586.000000 Penalty: 5919.619141
	Iteration 30Q: 3 clusters Score -1.959759e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 120763 members 
Entering Unmasked Estep 
Score: -19597638.000000 Penalty: 5919.619141
	Iteration 31Q: 3 clusters Score -1.959764e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 121187 members 
Entering Unmasked Estep 
Score: -19597692.000000 Penalty: 5919.619141
	Iteration 32Q: 3 clusters Score -1.959769e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 121671 members 
Entering Unmasked Estep 
Score: -19597768.000000 Penalty: 5919.619141
	Iteration 33Q: 3 clusters Score -1.959777e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 122178 members 
Entering Unmasked Estep 
Score: -19597860.000000 Penalty: 5919.619141
	Iteration 34Q: 3 clusters Score -1.959786e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 122718 members 
Entering Unmasked Estep 
Score: -19597904.000000 Penalty: 5919.619141
	Iteration 35Q: 3 clusters Score -1.95979e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 123238 members 
Entering Unmasked Estep 
Score: -19597942.000000 Penalty: 5919.619141
	Iteration 36Q: 3 clusters Score -1.959794e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 123754 members 
Entering Unmasked Estep 
Score: -19597988.000000 Penalty: 5919.619141
	Iteration 37Q: 3 clusters Score -1.959799e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 124345 members 
Entering Unmasked Estep 
Score: -19598014.000000 Penalty: 5919.619141
	Iteration 38Q: 3 clusters Score -1.959801e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 124944 members 
Entering Unmasked Estep 
Score: -19598080.000000 Penalty: 5919.619141
	Iteration 39Q: 3 clusters Score -1.959808e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 125605 members 
Entering Unmasked Estep 
Score: -19598150.000000 Penalty: 5919.619141
	Iteration 40F: 3 clusters Score -1.959815e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 126312 members 
Entering Unmasked Estep 
Score: -19598282.000000 Penalty: 5919.619141
	Iteration 41Q: 3 clusters Score -1.959828e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 127068 members 
Entering Unmasked Estep 
Score: -19598452.000000 Penalty: 5919.619141
	Iteration 42Q: 3 clusters Score -1.959845e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 127901 members 
Entering Unmasked Estep 
Score: -19598602.000000 Penalty: 5919.619141
	Iteration 43Q: 3 clusters Score -1.95986e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 128801 members 
Entering Unmasked Estep 
Score: -19598714.000000 Penalty: 5919.619141
	Iteration 44Q: 3 clusters Score -1.959871e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 129780 members 
Entering Unmasked Estep 
Score: -19598888.000000 Penalty: 5919.619141
	Iteration 45Q: 3 clusters Score -1.959889e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 130832 members 
Entering Unmasked Estep 
Score: -19599110.000000 Penalty: 5919.619141
	Iteration 46Q: 3 clusters Score -1.959911e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 131913 members 
Entering Unmasked Estep 
Score: -19599326.000000 Penalty: 5919.619141
	Iteration 47Q: 3 clusters Score -1.959933e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 133050 members 
Entering Unmasked Estep 
Score: -19599576.000000 Penalty: 5919.619141
	Iteration 48Q: 3 clusters Score -1.959958e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 134196 members 
Entering Unmasked Estep 
Score: -19599904.000000 Penalty: 5919.619141
	Iteration 49Q: 3 clusters Score -1.95999e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 135418 members 
Entering Unmasked Estep 
Score: -19600262.000000 Penalty: 5919.619141
	Iteration 50Q: 3 clusters Score -1.960026e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 136683 members 
Entering Unmasked Estep 
Score: -19600586.000000 Penalty: 5919.619141
	Iteration 51Q: 3 clusters Score -1.960059e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 137997 members 
Entering Unmasked Estep 
Score: -19600918.000000 Penalty: 5919.619141
	Iteration 52Q: 3 clusters Score -1.960092e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 139358 members 
Entering Unmasked Estep 
Score: -19601362.000000 Penalty: 5919.619141
	Iteration 53Q: 3 clusters Score -1.960136e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 140656 members 
Entering Unmasked Estep 
Score: -19601834.000000 Penalty: 5919.619141
	Iteration 54Q: 3 clusters Score -1.960183e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 142002 members 
Entering Unmasked Estep 
Score: -19602334.000000 Penalty: 5919.619141
	Iteration 55Q: 3 clusters Score -1.960233e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 143315 members 
Entering Unmasked Estep 
Score: -19602944.000000 Penalty: 5919.619141
	Iteration 56Q: 3 clusters Score -1.960294e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 144543 members 
Entering Unmasked Estep 
Score: -19603542.000000 Penalty: 5919.619141
	Iteration 57Q: 3 clusters Score -1.960354e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 145678 members 
Entering Unmasked Estep 
Score: -19603968.000000 Penalty: 5919.619141
	Iteration 58Q: 3 clusters Score -1.960397e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 146720 members 
Entering Unmasked Estep 
Score: -19604396.000000 Penalty: 5919.619141
	Iteration 59Q: 3 clusters Score -1.96044e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 147629 members 
Entering Unmasked Estep 
Score: -19604792.000000 Penalty: 5919.619141
	Iteration 60F: 3 clusters Score -1.960479e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 148425 members 
Entering Unmasked Estep 
Score: -19605250.000000 Penalty: 5919.619141
	Iteration 61Q: 3 clusters Score -1.960525e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 149107 members 
Entering Unmasked Estep 
Score: -19605588.000000 Penalty: 5919.619141
	Iteration 62Q: 3 clusters Score -1.960559e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 149647 members 
Entering Unmasked Estep 
Score: -19605900.000000 Penalty: 5919.619141
	Iteration 63Q: 3 clusters Score -1.96059e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 150076 members 
Entering Unmasked Estep 
Score: -19606168.000000 Penalty: 5919.619141
	Iteration 64Q: 3 clusters Score -1.960617e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 150444 members 
Entering Unmasked Estep 
Score: -19606328.000000 Penalty: 5919.619141
	Iteration 65Q: 3 clusters Score -1.960633e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 150710 members 
Entering Unmasked Estep 
Score: -19606524.000000 Penalty: 5919.619141
	Iteration 66Q: 3 clusters Score -1.960652e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 150919 members 
Entering Unmasked Estep 
Score: -19606636.000000 Penalty: 5919.619141
	Iteration 67Q: 3 clusters Score -1.960664e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 151099 members 
Entering Unmasked Estep 
Score: -19606720.000000 Penalty: 5919.619141
	Iteration 68Q: 3 clusters Score -1.960672e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 151238 members 
Entering Unmasked Estep 
Score: -19606844.000000 Penalty: 5919.619141
	Iteration 69Q: 3 clusters Score -1.960684e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 151333 members 
Entering Unmasked Estep 
Score: -19606888.000000 Penalty: 5919.619141
	Iteration 70Q: 3 clusters Score -1.960689e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 151405 members 
Entering Unmasked Estep 
Score: -19606922.000000 Penalty: 5919.619141
	Iteration 71Q: 3 clusters Score -1.960692e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 151458 members 
Entering Unmasked Estep 
Score: -19606956.000000 Penalty: 5919.619141
	Iteration 72Q: 3 clusters Score -1.960696e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 151492 members 
Entering Unmasked Estep 
Score: -19606996.000000 Penalty: 5919.619141
	Iteration 73Q: 3 clusters Score -1.9607e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 151517 members 
Entering Unmasked Estep 
Score: -19607020.000000 Penalty: 5919.619141
	Iteration 74Q: 3 clusters Score -1.960702e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 151542 members 
Entering Unmasked Estep 
Score: -19607052.000000 Penalty: 5919.619141
	Iteration 75Q: 3 clusters Score -1.960705e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 151571 members 
Entering Unmasked Estep 
Score: -19607088.000000 Penalty: 5919.619141
	Iteration 76Q: 3 clusters Score -1.960709e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 151600 members 
Entering Unmasked Estep 
Score: -19607100.000000 Penalty: 5919.619141
	Iteration 77Q: 3 clusters Score -1.96071e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 151625 members 
Entering Unmasked Estep 
Score: -19607126.000000 Penalty: 5919.619141
	Iteration 78Q: 3 clusters Score -1.960713e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 151652 members 
Entering Unmasked Estep 
Score: -19607162.000000 Penalty: 5919.619141
	Iteration 79Q: 3 clusters Score -1.960716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 151668 members 
Entering Unmasked Estep 
Score: -19607170.000000 Penalty: 5919.619141
	Iteration 80F: 3 clusters Score -1.960717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 151679 members 
Entering Unmasked Estep 
Score: -19607186.000000 Penalty: 5919.619141
	Iteration 81Q: 3 clusters Score -1.960719e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 151688 members 
Entering Unmasked Estep 
Score: -19607206.000000 Penalty: 5919.619141
	Iteration 82Q: 3 clusters Score -1.960721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 151695 members 
Entering Unmasked Estep 
Score: -19607200.000000 Penalty: 5919.619141
	Iteration 83Q: 3 clusters Score -1.96072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 151704 members 
Entering Unmasked Estep 
Score: -19607202.000000 Penalty: 5919.619141
	Iteration 84Q: 3 clusters Score -1.96072e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 151712 members 
Entering Unmasked Estep 
Score: -19607200.000000 Penalty: 5919.619141
	Iteration 85Q: 3 clusters Score -1.96072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 151719 members 
Entering Unmasked Estep 
Score: -19607216.000000 Penalty: 5919.619141
	Iteration 86Q: 3 clusters Score -1.960722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 151722 members 
Entering Unmasked Estep 
Score: -19607228.000000 Penalty: 5919.619141
	Iteration 87Q: 3 clusters Score -1.960723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 151724 members 
Entering Unmasked Estep 
Score: -19607228.000000 Penalty: 5919.619141
	Iteration 88Q: 3 clusters Score -1.960723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 151727 members 
Entering Unmasked Estep 
Score: -19607216.000000 Penalty: 5919.619141
	Iteration 89Q: 3 clusters Score -1.960722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 151726 members 
Entering Unmasked Estep 
Score: -19607218.000000 Penalty: 5919.619141
	Iteration 90Q: 3 clusters Score -1.960722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 151726 members 
Entering Unmasked Estep 
Score: -19607218.000000 Penalty: 5919.619141
	Iteration 91F: 3 clusters Score -1.960722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (100156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100156 members 
Entering Unmasked Estep 
Score: -12970668.000000 Penalty: 2855.592041
	Iteration 0F: 2 clusters Score -1.297067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -12903820.000000 Penalty: 5711.184082
	Iteration 0F: 3 clusters Score -1.290382e+07 nChanged 47328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -12930483.000000 Penalty: 5711.184082
	Iteration 1F: 3 clusters Score -1.293048e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -12931020.000000 Penalty: 5711.184082
	Iteration 2Q: 3 clusters Score -1.293102e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -12931511.000000 Penalty: 5711.184082
	Iteration 3Q: 3 clusters Score -1.293151e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -12932057.000000 Penalty: 5711.184082
	Iteration 4Q: 3 clusters Score -1.293206e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -12932702.000000 Penalty: 5711.184082
	Iteration 5Q: 3 clusters Score -1.29327e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -12933676.000000 Penalty: 5711.184082
	Iteration 6Q: 3 clusters Score -1.293368e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -12935260.000000 Penalty: 5711.184082
	Iteration 7Q: 3 clusters Score -1.293526e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -12938238.000000 Penalty: 5711.184082
	Iteration 8F: 3 clusters Score -1.293824e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -12943172.000000 Penalty: 5711.184082
	Iteration 9F: 3 clusters Score -1.294317e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78936 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -12950130.000000 Penalty: 5711.184082
	Iteration 10F: 3 clusters Score -1.295013e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86247 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -12956837.000000 Penalty: 5711.184082
	Iteration 11F: 3 clusters Score -1.295684e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91820 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -12961734.000000 Penalty: 5711.184082
	Iteration 12F: 3 clusters Score -1.296173e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95485 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -12964774.000000 Penalty: 5711.184082
	Iteration 13Q: 3 clusters Score -1.296477e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97668 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -12966520.000000 Penalty: 5711.184082
	Iteration 14Q: 3 clusters Score -1.296652e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98747 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -12967372.000000 Penalty: 5711.184082
	Iteration 15Q: 3 clusters Score -1.296737e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99224 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -12967744.000000 Penalty: 5711.184082
	Iteration 16Q: 3 clusters Score -1.296774e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99433 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -12967965.000000 Penalty: 5711.184082
	Iteration 17Q: 3 clusters Score -1.296796e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99542 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -12968038.000000 Penalty: 5711.184082
	Iteration 18Q: 3 clusters Score -1.296804e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99609 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12968155.000000 Penalty: 5711.184082
	Iteration 19Q: 3 clusters Score -1.296816e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99646 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -12968191.000000 Penalty: 5711.184082
	Iteration 20F: 3 clusters Score -1.296819e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99670 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -12968221.000000 Penalty: 5711.184082
	Iteration 21Q: 3 clusters Score -1.296822e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99683 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -12968228.000000 Penalty: 5711.184082
	Iteration 22Q: 3 clusters Score -1.296823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99688 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12968242.000000 Penalty: 5711.184082
	Iteration 23Q: 3 clusters Score -1.296824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99688 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12968256.000000 Penalty: 5711.184082
	Iteration 24Q: 3 clusters Score -1.296826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99691 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -12968249.000000 Penalty: 5711.184082
	Iteration 25Q: 3 clusters Score -1.296825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99695 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12968246.000000 Penalty: 5711.184082
	Iteration 26Q: 3 clusters Score -1.296825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99700 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12968243.000000 Penalty: 5711.184082
	Iteration 27Q: 3 clusters Score -1.296824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99706 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -12968258.000000 Penalty: 5711.184082
	Iteration 28Q: 3 clusters Score -1.296826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99709 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12968262.000000 Penalty: 5711.184082
	Iteration 29Q: 3 clusters Score -1.296826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99711 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -12968261.000000 Penalty: 5711.184082
	Iteration 30Q: 3 clusters Score -1.296826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99714 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -12968267.000000 Penalty: 5711.184082
	Iteration 31Q: 3 clusters Score -1.296827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99715 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -12968273.000000 Penalty: 5711.184082
	Iteration 32Q: 3 clusters Score -1.296827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99716 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -12968282.000000 Penalty: 5711.184082
	Iteration 33Q: 3 clusters Score -1.296828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99718 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -12968287.000000 Penalty: 5711.184082
	Iteration 34Q: 3 clusters Score -1.296829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99721 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -12968299.000000 Penalty: 5711.184082
	Iteration 35Q: 3 clusters Score -1.29683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99725 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -12968300.000000 Penalty: 5711.184082
	Iteration 36Q: 3 clusters Score -1.29683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99727 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -12968304.000000 Penalty: 5711.184082
	Iteration 37Q: 3 clusters Score -1.29683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99729 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12968307.000000 Penalty: 5711.184082
	Iteration 38Q: 3 clusters Score -1.296831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99730 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -12968310.000000 Penalty: 5711.184082
	Iteration 39Q: 3 clusters Score -1.296831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99732 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -12968309.000000 Penalty: 5711.184082
	Iteration 40F: 3 clusters Score -1.296831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99734 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12968301.000000 Penalty: 5711.184082
	Iteration 41Q: 3 clusters Score -1.29683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99739 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12968326.000000 Penalty: 5711.184082
	Iteration 42Q: 3 clusters Score -1.296833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99742 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -12968315.000000 Penalty: 5711.184082
	Iteration 43Q: 3 clusters Score -1.296832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99744 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -12968313.000000 Penalty: 5711.184082
	Iteration 44Q: 3 clusters Score -1.296831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99744 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -12968313.000000 Penalty: 5711.184082
	Iteration 45F: 3 clusters Score -1.296831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77117 members 
Entering Unmasked Estep 
Score: -9864978.000000 Penalty: 2790.763672
	Iteration 0F: 2 clusters Score -9864978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -9813185.000000 Penalty: 5581.527344
	Iteration 0F: 3 clusters Score -9813185 nChanged 36299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -9833959.000000 Penalty: 5581.527344
	Iteration 1F: 3 clusters Score -9833959 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -9835341.000000 Penalty: 5581.527344
	Iteration 2Q: 3 clusters Score -9835341 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -9837524.000000 Penalty: 5581.527344
	Iteration 3F: 3 clusters Score -9837524 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -9840620.000000 Penalty: 5581.527344
	Iteration 4F: 3 clusters Score -9840620 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51845 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -9844825.000000 Penalty: 5581.527344
	Iteration 5F: 3 clusters Score -9844825 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -9848975.000000 Penalty: 5581.527344
	Iteration 6F: 3 clusters Score -9848975 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -9852449.000000 Penalty: 5581.527344
	Iteration 7F: 3 clusters Score -9852449 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64028 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -9855217.000000 Penalty: 5581.527344
	Iteration 8F: 3 clusters Score -9855217 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -9857360.000000 Penalty: 5581.527344
	Iteration 9Q: 3 clusters Score -9857360 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -9859008.000000 Penalty: 5581.527344
	Iteration 10Q: 3 clusters Score -9859008 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71549 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -9860352.000000 Penalty: 5581.527344
	Iteration 11Q: 3 clusters Score -9860352 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73035 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -9861267.000000 Penalty: 5581.527344
	Iteration 12Q: 3 clusters Score -9861267 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74086 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -9861974.000000 Penalty: 5581.527344
	Iteration 13Q: 3 clusters Score -9861974 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -9862340.000000 Penalty: 5581.527344
	Iteration 14Q: 3 clusters Score -9862340 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75174 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9862601.000000 Penalty: 5581.527344
	Iteration 15Q: 3 clusters Score -9862601 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75409 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -9862732.000000 Penalty: 5581.527344
	Iteration 16Q: 3 clusters Score -9862732 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75567 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -9862827.000000 Penalty: 5581.527344
	Iteration 17Q: 3 clusters Score -9862827 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -9862921.000000 Penalty: 5581.527344
	Iteration 18Q: 3 clusters Score -9862921 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75738 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -9862959.000000 Penalty: 5581.527344
	Iteration 19Q: 3 clusters Score -9862959 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -9862968.000000 Penalty: 5581.527344
	Iteration 20F: 3 clusters Score -9862968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -9862982.000000 Penalty: 5581.527344
	Iteration 21Q: 3 clusters Score -9862982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75844 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -9862999.000000 Penalty: 5581.527344
	Iteration 22Q: 3 clusters Score -9862999 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75867 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9863013.000000 Penalty: 5581.527344
	Iteration 23Q: 3 clusters Score -9863013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75877 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -9863026.000000 Penalty: 5581.527344
	Iteration 24Q: 3 clusters Score -9863026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75892 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9863026.000000 Penalty: 5581.527344
	Iteration 25Q: 3 clusters Score -9863026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75895 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9863033.000000 Penalty: 5581.527344
	Iteration 26Q: 3 clusters Score -9863033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9863020.000000 Penalty: 5581.527344
	Iteration 27Q: 3 clusters Score -9863020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9863012.000000 Penalty: 5581.527344
	Iteration 28Q: 3 clusters Score -9863012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75902 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9863023.000000 Penalty: 5581.527344
	Iteration 29Q: 3 clusters Score -9863023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75902 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9863023.000000 Penalty: 5581.527344
	Iteration 30F: 3 clusters Score -9863023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (180092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180092 members 
Entering Unmasked Estep 
Score: -23102524.000000 Penalty: 3001.103271
	Iteration 0F: 2 clusters Score -2.310252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90313 members 
Mstep: Class 2 contains 89779 members 
Entering Unmasked Estep 
Score: -22982306.000000 Penalty: 6002.206543
	Iteration 0F: 3 clusters Score -2.298231e+07 nChanged 86543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93332 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -23033174.000000 Penalty: 6002.206543
	Iteration 1F: 3 clusters Score -2.303317e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95110 members 
Mstep: Class 2 contains 84982 members 
Entering Unmasked Estep 
Score: -23034338.000000 Penalty: 6002.206543
	Iteration 2Q: 3 clusters Score -2.303434e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97884 members 
Mstep: Class 2 contains 82208 members 
Entering Unmasked Estep 
Score: -23035806.000000 Penalty: 6002.206543
	Iteration 3Q: 3 clusters Score -2.303581e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102010 members 
Mstep: Class 2 contains 78082 members 
Entering Unmasked Estep 
Score: -23037822.000000 Penalty: 6002.206543
	Iteration 4Q: 3 clusters Score -2.303782e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108306 members 
Mstep: Class 2 contains 71786 members 
Entering Unmasked Estep 
Score: -23041178.000000 Penalty: 6002.206543
	Iteration 5Q: 3 clusters Score -2.304118e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117210 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -23046832.000000 Penalty: 6002.206543
	Iteration 6F: 3 clusters Score -2.304683e+07 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129059 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -23055624.000000 Penalty: 6002.206543
	Iteration 7F: 3 clusters Score -2.305562e+07 nChanged 14128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143129 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -23067568.000000 Penalty: 6002.206543
	Iteration 8F: 3 clusters Score -2.306757e+07 nChanged 14080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157193 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -23080088.000000 Penalty: 6002.206543
	Iteration 9F: 3 clusters Score -2.308009e+07 nChanged 11103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168296 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -23090132.000000 Penalty: 6002.206543
	Iteration 10F: 3 clusters Score -2.309013e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174869 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -23095722.000000 Penalty: 6002.206543
	Iteration 11Q: 3 clusters Score -2.309572e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177954 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -23098284.000000 Penalty: 6002.206543
	Iteration 12Q: 3 clusters Score -2.309828e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179050 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -23099224.000000 Penalty: 6002.206543
	Iteration 13Q: 3 clusters Score -2.309922e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179411 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -23099550.000000 Penalty: 6002.206543
	Iteration 14Q: 3 clusters Score -2.309955e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179557 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -23099708.000000 Penalty: 6002.206543
	Iteration 15Q: 3 clusters Score -2.309971e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179624 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -23099822.000000 Penalty: 6002.206543
	Iteration 16Q: 3 clusters Score -2.309982e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179652 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -23099854.000000 Penalty: 6002.206543
	Iteration 17Q: 3 clusters Score -2.309985e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179667 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -23099890.000000 Penalty: 6002.206543
	Iteration 18Q: 3 clusters Score -2.309989e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179678 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -23099920.000000 Penalty: 6002.206543
	Iteration 19Q: 3 clusters Score -2.309992e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179691 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -23099944.000000 Penalty: 6002.206543
	Iteration 20F: 3 clusters Score -2.309994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179698 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -23099952.000000 Penalty: 6002.206543
	Iteration 21Q: 3 clusters Score -2.309995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179704 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -23099958.000000 Penalty: 6002.206543
	Iteration 22Q: 3 clusters Score -2.309996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179709 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -23099964.000000 Penalty: 6002.206543
	Iteration 23Q: 3 clusters Score -2.309996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179717 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -23099982.000000 Penalty: 6002.206543
	Iteration 24Q: 3 clusters Score -2.309998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179719 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -23099982.000000 Penalty: 6002.206543
	Iteration 25Q: 3 clusters Score -2.309998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179719 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -23099988.000000 Penalty: 6002.206543
	Iteration 26Q: 3 clusters Score -2.309999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179721 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -23099996.000000 Penalty: 6002.206543
	Iteration 27Q: 3 clusters Score -2.31e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179722 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -23100006.000000 Penalty: 6002.206543
	Iteration 28Q: 3 clusters Score -2.310001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179721 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -23100004.000000 Penalty: 6002.206543
	Iteration 29Q: 3 clusters Score -2.31e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179721 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -23100004.000000 Penalty: 6002.206543
	Iteration 30F: 3 clusters Score -2.31e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Entering Unmasked Estep 
Score: -989711.437500 Penalty: 2227.238770
	Iteration 0F: 2 clusters Score -989711.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -983409.625000 Penalty: 4454.477539
	Iteration 0F: 3 clusters Score -983409.6 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -985165.500000 Penalty: 4454.477539
	Iteration 1F: 3 clusters Score -985165.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -985520.375000 Penalty: 4454.477539
	Iteration 2F: 3 clusters Score -985520.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -985845.250000 Penalty: 4454.477539
	Iteration 3F: 3 clusters Score -985845.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -986211.500000 Penalty: 4454.477539
	Iteration 4F: 3 clusters Score -986211.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -986596.875000 Penalty: 4454.477539
	Iteration 5F: 3 clusters Score -986596.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -986945.437500 Penalty: 4454.477539
	Iteration 6F: 3 clusters Score -986945.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -987234.687500 Penalty: 4454.477539
	Iteration 7F: 3 clusters Score -987234.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -987434.250000 Penalty: 4454.477539
	Iteration 8Q: 3 clusters Score -987434.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -987571.875000 Penalty: 4454.477539
	Iteration 9Q: 3 clusters Score -987571.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -987666.375000 Penalty: 4454.477539
	Iteration 10Q: 3 clusters Score -987666.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -987732.062500 Penalty: 4454.477539
	Iteration 11Q: 3 clusters Score -987732.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -987777.312500 Penalty: 4454.477539
	Iteration 12Q: 3 clusters Score -987777.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -987811.750000 Penalty: 4454.477539
	Iteration 13Q: 3 clusters Score -987811.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -987835.375000 Penalty: 4454.477539
	Iteration 14Q: 3 clusters Score -987835.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -987853.125000 Penalty: 4454.477539
	Iteration 15Q: 3 clusters Score -987853.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -987862.875000 Penalty: 4454.477539
	Iteration 16Q: 3 clusters Score -987862.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -987870.500000 Penalty: 4454.477539
	Iteration 17Q: 3 clusters Score -987870.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -987873.062500 Penalty: 4454.477539
	Iteration 18Q: 3 clusters Score -987873.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -987880.000000 Penalty: 4454.477539
	Iteration 19Q: 3 clusters Score -987880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -987883.687500 Penalty: 4454.477539
	Iteration 20F: 3 clusters Score -987883.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -987886.125000 Penalty: 4454.477539
	Iteration 21Q: 3 clusters Score -987886.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -987888.187500 Penalty: 4454.477539
	Iteration 22Q: 3 clusters Score -987888.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -987889.687500 Penalty: 4454.477539
	Iteration 23Q: 3 clusters Score -987889.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -987890.500000 Penalty: 4454.477539
	Iteration 24Q: 3 clusters Score -987890.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -987893.000000 Penalty: 4454.477539
	Iteration 25Q: 3 clusters Score -987893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -987894.875000 Penalty: 4454.477539
	Iteration 26Q: 3 clusters Score -987894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -987894.187500 Penalty: 4454.477539
	Iteration 27Q: 3 clusters Score -987894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -987896.625000 Penalty: 4454.477539
	Iteration 28Q: 3 clusters Score -987896.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -987896.750000 Penalty: 4454.477539
	Iteration 29Q: 3 clusters Score -987896.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -987898.125000 Penalty: 4454.477539
	Iteration 30Q: 3 clusters Score -987898.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -987897.250000 Penalty: 4454.477539
	Iteration 31Q: 3 clusters Score -987897.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -987896.125000 Penalty: 4454.477539
	Iteration 32Q: 3 clusters Score -987896.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -987898.000000 Penalty: 4454.477539
	Iteration 33Q: 3 clusters Score -987898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -987898.062500 Penalty: 4454.477539
	Iteration 34Q: 3 clusters Score -987898.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -987898.812500 Penalty: 4454.477539
	Iteration 35Q: 3 clusters Score -987898.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -987899.812500 Penalty: 4454.477539
	Iteration 36Q: 3 clusters Score -987899.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -987900.500000 Penalty: 4454.477539
	Iteration 37Q: 3 clusters Score -987900.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -987900.750000 Penalty: 4454.477539
	Iteration 38Q: 3 clusters Score -987900.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -987901.000000 Penalty: 4454.477539
	Iteration 39Q: 3 clusters Score -987901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -987905.187500 Penalty: 4454.477539
	Iteration 40F: 3 clusters Score -987905.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -987905.562500 Penalty: 4454.477539
	Iteration 41Q: 3 clusters Score -987905.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -987905.500000 Penalty: 4454.477539
	Iteration 42Q: 3 clusters Score -987905.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -987906.062500 Penalty: 4454.477539
	Iteration 43Q: 3 clusters Score -987906.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -987908.187500 Penalty: 4454.477539
	Iteration 44Q: 3 clusters Score -987908.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -987909.937500 Penalty: 4454.477539
	Iteration 45Q: 3 clusters Score -987909.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -987912.437500 Penalty: 4454.477539
	Iteration 46Q: 3 clusters Score -987912.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -987913.062500 Penalty: 4454.477539
	Iteration 47Q: 3 clusters Score -987913.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -987912.875000 Penalty: 4454.477539
	Iteration 48Q: 3 clusters Score -987912.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -987915.000000 Penalty: 4454.477539
	Iteration 49Q: 3 clusters Score -987915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -987917.437500 Penalty: 4454.477539
	Iteration 50Q: 3 clusters Score -987917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -987916.375000 Penalty: 4454.477539
	Iteration 51Q: 3 clusters Score -987916.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -987917.375000 Penalty: 4454.477539
	Iteration 52Q: 3 clusters Score -987917.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -987917.500000 Penalty: 4454.477539
	Iteration 53Q: 3 clusters Score -987917.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -987918.125000 Penalty: 4454.477539
	Iteration 54Q: 3 clusters Score -987918.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -987918.125000 Penalty: 4454.477539
	Iteration 55F: 3 clusters Score -987918.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Entering Unmasked Estep 
Score: -1937690.125000 Penalty: 2381.206543
	Iteration 0F: 2 clusters Score -1937690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1926985.750000 Penalty: 4762.413086
	Iteration 0F: 3 clusters Score -1926986 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1930475.625000 Penalty: 4762.413086
	Iteration 1F: 3 clusters Score -1930476 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1930863.125000 Penalty: 4762.413086
	Iteration 2F: 3 clusters Score -1930863 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1931168.250000 Penalty: 4762.413086
	Iteration 3Q: 3 clusters Score -1931168 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1931486.875000 Penalty: 4762.413086
	Iteration 4Q: 3 clusters Score -1931487 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1931797.250000 Penalty: 4762.413086
	Iteration 5Q: 3 clusters Score -1931797 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1932221.125000 Penalty: 4762.413086
	Iteration 6Q: 3 clusters Score -1932221 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1932758.125000 Penalty: 4762.413086
	Iteration 7F: 3 clusters Score -1932758 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1933374.375000 Penalty: 4762.413086
	Iteration 8F: 3 clusters Score -1933374 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1933982.625000 Penalty: 4762.413086
	Iteration 9Q: 3 clusters Score -1933983 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1934534.125000 Penalty: 4762.413086
	Iteration 10Q: 3 clusters Score -1934534 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1934910.125000 Penalty: 4762.413086
	Iteration 11Q: 3 clusters Score -1934910 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1935150.750000 Penalty: 4762.413086
	Iteration 12Q: 3 clusters Score -1935151 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1935293.375000 Penalty: 4762.413086
	Iteration 13Q: 3 clusters Score -1935293 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1935389.250000 Penalty: 4762.413086
	Iteration 14Q: 3 clusters Score -1935389 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1935447.375000 Penalty: 4762.413086
	Iteration 15Q: 3 clusters Score -1935447 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1935499.375000 Penalty: 4762.413086
	Iteration 16Q: 3 clusters Score -1935499 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1935546.750000 Penalty: 4762.413086
	Iteration 17Q: 3 clusters Score -1935547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1935561.750000 Penalty: 4762.413086
	Iteration 18Q: 3 clusters Score -1935562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1935581.625000 Penalty: 4762.413086
	Iteration 19Q: 3 clusters Score -1935582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1935610.125000 Penalty: 4762.413086
	Iteration 20F: 3 clusters Score -1935610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1935624.000000 Penalty: 4762.413086
	Iteration 21Q: 3 clusters Score -1935624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1935642.750000 Penalty: 4762.413086
	Iteration 22Q: 3 clusters Score -1935643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1935649.875000 Penalty: 4762.413086
	Iteration 23Q: 3 clusters Score -1935650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1935653.875000 Penalty: 4762.413086
	Iteration 24Q: 3 clusters Score -1935654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1935660.000000 Penalty: 4762.413086
	Iteration 25Q: 3 clusters Score -1935660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1935665.875000 Penalty: 4762.413086
	Iteration 26Q: 3 clusters Score -1935666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1935666.250000 Penalty: 4762.413086
	Iteration 27Q: 3 clusters Score -1935666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1935667.500000 Penalty: 4762.413086
	Iteration 28Q: 3 clusters Score -1935668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1935678.500000 Penalty: 4762.413086
	Iteration 29Q: 3 clusters Score -1935678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1935679.000000 Penalty: 4762.413086
	Iteration 30Q: 3 clusters Score -1935679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1935680.250000 Penalty: 4762.413086
	Iteration 31Q: 3 clusters Score -1935680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1935681.625000 Penalty: 4762.413086
	Iteration 32Q: 3 clusters Score -1935682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1935684.250000 Penalty: 4762.413086
	Iteration 33Q: 3 clusters Score -1935684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1935686.000000 Penalty: 4762.413086
	Iteration 34Q: 3 clusters Score -1935686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1935687.875000 Penalty: 4762.413086
	Iteration 35Q: 3 clusters Score -1935688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1935687.875000 Penalty: 4762.413086
	Iteration 36F: 3 clusters Score -1935688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -31967.218750 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -31967.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30731.583984 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -30731.58 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31072.000000 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -31072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31260.916016 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -31260.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31328.470703 Penalty: 2916.744385
	Iteration 3F: 3 clusters Score -31328.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -31360.537109 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -31360.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31408.050781 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -31408.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31474.750000 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -31474.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31530.324219 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -31530.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31550.505859 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -31550.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31555.888672 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -31555.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31568.984375 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -31568.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31572.289062 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -31572.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31573.480469 Penalty: 2916.744385
	Iteration 12Q: 3 clusters Score -31573.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31573.480469 Penalty: 2916.744385
	Iteration 13F: 3 clusters Score -31573.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Entering Unmasked Estep 
Score: -634479.312500 Penalty: 2115.271240
	Iteration 0F: 2 clusters Score -634479.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -629949.500000 Penalty: 4230.542480
	Iteration 0F: 3 clusters Score -629949.5 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -631104.750000 Penalty: 4230.542480
	Iteration 1F: 3 clusters Score -631104.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -631326.000000 Penalty: 4230.542480
	Iteration 2F: 3 clusters Score -631326 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -631497.375000 Penalty: 4230.542480
	Iteration 3F: 3 clusters Score -631497.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -631654.250000 Penalty: 4230.542480
	Iteration 4Q: 3 clusters Score -631654.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -631788.625000 Penalty: 4230.542480
	Iteration 5Q: 3 clusters Score -631788.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -631922.062500 Penalty: 4230.542480
	Iteration 6Q: 3 clusters Score -631922.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -632062.312500 Penalty: 4230.542480
	Iteration 7Q: 3 clusters Score -632062.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -632189.187500 Penalty: 4230.542480
	Iteration 8Q: 3 clusters Score -632189.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -632298.625000 Penalty: 4230.542480
	Iteration 9Q: 3 clusters Score -632298.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -632394.000000 Penalty: 4230.542480
	Iteration 10Q: 3 clusters Score -632394 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -632459.000000 Penalty: 4230.542480
	Iteration 11Q: 3 clusters Score -632459 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -632487.750000 Penalty: 4230.542480
	Iteration 12Q: 3 clusters Score -632487.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -632520.062500 Penalty: 4230.542480
	Iteration 13Q: 3 clusters Score -632520.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -632556.062500 Penalty: 4230.542480
	Iteration 14Q: 3 clusters Score -632556.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -632586.250000 Penalty: 4230.542480
	Iteration 15Q: 3 clusters Score -632586.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -632610.750000 Penalty: 4230.542480
	Iteration 16Q: 3 clusters Score -632610.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -632627.312500 Penalty: 4230.542480
	Iteration 17Q: 3 clusters Score -632627.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -632639.562500 Penalty: 4230.542480
	Iteration 18Q: 3 clusters Score -632639.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -632648.812500 Penalty: 4230.542480
	Iteration 19Q: 3 clusters Score -632648.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -632656.937500 Penalty: 4230.542480
	Iteration 20F: 3 clusters Score -632656.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -632662.125000 Penalty: 4230.542480
	Iteration 21Q: 3 clusters Score -632662.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -632667.125000 Penalty: 4230.542480
	Iteration 22Q: 3 clusters Score -632667.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -632673.000000 Penalty: 4230.542480
	Iteration 23Q: 3 clusters Score -632673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -632681.875000 Penalty: 4230.542480
	Iteration 24Q: 3 clusters Score -632681.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -632688.812500 Penalty: 4230.542480
	Iteration 25Q: 3 clusters Score -632688.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -632689.875000 Penalty: 4230.542480
	Iteration 26Q: 3 clusters Score -632689.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -632691.000000 Penalty: 4230.542480
	Iteration 27Q: 3 clusters Score -632691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -632693.375000 Penalty: 4230.542480
	Iteration 28Q: 3 clusters Score -632693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -632694.187500 Penalty: 4230.542480
	Iteration 29Q: 3 clusters Score -632694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -632695.250000 Penalty: 4230.542480
	Iteration 30Q: 3 clusters Score -632695.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -632695.250000 Penalty: 4230.542480
	Iteration 31F: 3 clusters Score -632695.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Entering Unmasked Estep 
Score: -1115080.625000 Penalty: 2254.230957
	Iteration 0F: 2 clusters Score -1115081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1108095.500000 Penalty: 4508.461914
	Iteration 0F: 3 clusters Score -1108096 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1110021.375000 Penalty: 4508.461914
	Iteration 1F: 3 clusters Score -1110021 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1110326.875000 Penalty: 4508.461914
	Iteration 2F: 3 clusters Score -1110327 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1110539.625000 Penalty: 4508.461914
	Iteration 3F: 3 clusters Score -1110540 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1110703.250000 Penalty: 4508.461914
	Iteration 4Q: 3 clusters Score -1110703 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1110835.875000 Penalty: 4508.461914
	Iteration 5Q: 3 clusters Score -1110836 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1110974.625000 Penalty: 4508.461914
	Iteration 6Q: 3 clusters Score -1110975 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1111122.125000 Penalty: 4508.461914
	Iteration 7Q: 3 clusters Score -1111122 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1111281.625000 Penalty: 4508.461914
	Iteration 8Q: 3 clusters Score -1111282 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1111459.625000 Penalty: 4508.461914
	Iteration 9Q: 3 clusters Score -1111460 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1111631.250000 Penalty: 4508.461914
	Iteration 10Q: 3 clusters Score -1111631 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1111807.000000 Penalty: 4508.461914
	Iteration 11Q: 3 clusters Score -1111807 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1111982.000000 Penalty: 4508.461914
	Iteration 12Q: 3 clusters Score -1111982 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1112143.250000 Penalty: 4508.461914
	Iteration 13Q: 3 clusters Score -1112143 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1112300.750000 Penalty: 4508.461914
	Iteration 14Q: 3 clusters Score -1112301 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1112431.250000 Penalty: 4508.461914
	Iteration 15Q: 3 clusters Score -1112431 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1112534.750000 Penalty: 4508.461914
	Iteration 16Q: 3 clusters Score -1112535 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1112627.375000 Penalty: 4508.461914
	Iteration 17Q: 3 clusters Score -1112627 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1112713.625000 Penalty: 4508.461914
	Iteration 18Q: 3 clusters Score -1112714 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1112794.375000 Penalty: 4508.461914
	Iteration 19Q: 3 clusters Score -1112794 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1112844.250000 Penalty: 4508.461914
	Iteration 20F: 3 clusters Score -1112844 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1112886.250000 Penalty: 4508.461914
	Iteration 21Q: 3 clusters Score -1112886 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1112920.125000 Penalty: 4508.461914
	Iteration 22Q: 3 clusters Score -1112920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1112948.500000 Penalty: 4508.461914
	Iteration 23Q: 3 clusters Score -1112948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1112961.500000 Penalty: 4508.461914
	Iteration 24Q: 3 clusters Score -1112962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1112970.625000 Penalty: 4508.461914
	Iteration 25Q: 3 clusters Score -1112971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1112976.250000 Penalty: 4508.461914
	Iteration 26Q: 3 clusters Score -1112976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1112981.750000 Penalty: 4508.461914
	Iteration 27Q: 3 clusters Score -1112982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1112989.125000 Penalty: 4508.461914
	Iteration 28Q: 3 clusters Score -1112989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1112991.375000 Penalty: 4508.461914
	Iteration 29Q: 3 clusters Score -1112991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1112996.000000 Penalty: 4508.461914
	Iteration 30Q: 3 clusters Score -1112996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1113000.375000 Penalty: 4508.461914
	Iteration 31Q: 3 clusters Score -1113000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1113000.000000 Penalty: 4508.461914
	Iteration 32Q: 3 clusters Score -1113000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1113002.250000 Penalty: 4508.461914
	Iteration 33Q: 3 clusters Score -1113002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1113002.000000 Penalty: 4508.461914
	Iteration 34Q: 3 clusters Score -1113002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1113002.875000 Penalty: 4508.461914
	Iteration 35Q: 3 clusters Score -1113003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1113003.125000 Penalty: 4508.461914
	Iteration 36Q: 3 clusters Score -1113003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1113005.125000 Penalty: 4508.461914
	Iteration 37Q: 3 clusters Score -1113005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1113005.750000 Penalty: 4508.461914
	Iteration 38Q: 3 clusters Score -1113006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1113010.625000 Penalty: 4508.461914
	Iteration 39Q: 3 clusters Score -1113011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1113009.000000 Penalty: 4508.461914
	Iteration 40F: 3 clusters Score -1113009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1113008.500000 Penalty: 4508.461914
	Iteration 41Q: 3 clusters Score -1113008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1113010.375000 Penalty: 4508.461914
	Iteration 42Q: 3 clusters Score -1113010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1113010.375000 Penalty: 4508.461914
	Iteration 43F: 3 clusters Score -1113010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -113747.031250 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -113747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -111827.875000 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -111827.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -112118.273438 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -112118.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112287.054688 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -112287.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -112422.718750 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -112422.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -112506.546875 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -112506.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -112576.890625 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -112576.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -112633.429688 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -112633.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -112715.382812 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -112715.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -112771.148438 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -112771.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112812.242188 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -112812.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -112861.226562 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -112861.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -112893.281250 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -112893.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112926.164062 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -112926.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -112983.085938 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -112983.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -113050.484375 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -113050.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -113111.359375 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -113111.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113165.742188 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -113165.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -113221.070312 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -113221.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -113271.960938 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -113272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -113315.328125 Penalty: 3399.759766
	Iteration 19Q: 3 clusters Score -113315.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -113349.914062 Penalty: 3399.759766
	Iteration 20F: 3 clusters Score -113349.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -113364.781250 Penalty: 3399.759766
	Iteration 21Q: 3 clusters Score -113364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -113368.062500 Penalty: 3399.759766
	Iteration 22Q: 3 clusters Score -113368.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -113371.429688 Penalty: 3399.759766
	Iteration 23Q: 3 clusters Score -113371.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113379.226562 Penalty: 3399.759766
	Iteration 24Q: 3 clusters Score -113379.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113379.226562 Penalty: 3399.759766
	Iteration 25F: 3 clusters Score -113379.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Entering Unmasked Estep 
Score: -2258428.000000 Penalty: 2422.225342
	Iteration 0F: 2 clusters Score -2258428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2246100.000000 Penalty: 4844.450684
	Iteration 0F: 3 clusters Score -2246100 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2250640.250000 Penalty: 4844.450684
	Iteration 1F: 3 clusters Score -2250640 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2251792.250000 Penalty: 4844.450684
	Iteration 2F: 3 clusters Score -2251792 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2253149.000000 Penalty: 4844.450684
	Iteration 3F: 3 clusters Score -2253149 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2254288.750000 Penalty: 4844.450684
	Iteration 4F: 3 clusters Score -2254289 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2255043.750000 Penalty: 4844.450684
	Iteration 5F: 3 clusters Score -2255044 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2255581.750000 Penalty: 4844.450684
	Iteration 6F: 3 clusters Score -2255582 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2255955.750000 Penalty: 4844.450684
	Iteration 7Q: 3 clusters Score -2255956 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2256264.000000 Penalty: 4844.450684
	Iteration 8Q: 3 clusters Score -2256264 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2256552.500000 Penalty: 4844.450684
	Iteration 9Q: 3 clusters Score -2256552 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2256804.000000 Penalty: 4844.450684
	Iteration 10Q: 3 clusters Score -2256804 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2257057.250000 Penalty: 4844.450684
	Iteration 11Q: 3 clusters Score -2257057 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2257239.500000 Penalty: 4844.450684
	Iteration 12Q: 3 clusters Score -2257240 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2257391.250000 Penalty: 4844.450684
	Iteration 13Q: 3 clusters Score -2257391 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2257506.000000 Penalty: 4844.450684
	Iteration 14Q: 3 clusters Score -2257506 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2257598.750000 Penalty: 4844.450684
	Iteration 15Q: 3 clusters Score -2257599 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2257650.000000 Penalty: 4844.450684
	Iteration 16Q: 3 clusters Score -2257650 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2257706.750000 Penalty: 4844.450684
	Iteration 17Q: 3 clusters Score -2257707 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2257751.750000 Penalty: 4844.450684
	Iteration 18Q: 3 clusters Score -2257752 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2257785.000000 Penalty: 4844.450684
	Iteration 19Q: 3 clusters Score -2257785 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2257802.750000 Penalty: 4844.450684
	Iteration 20F: 3 clusters Score -2257803 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2257826.750000 Penalty: 4844.450684
	Iteration 21Q: 3 clusters Score -2257827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2257842.000000 Penalty: 4844.450684
	Iteration 22Q: 3 clusters Score -2257842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2257852.750000 Penalty: 4844.450684
	Iteration 23Q: 3 clusters Score -2257853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2257864.500000 Penalty: 4844.450684
	Iteration 24Q: 3 clusters Score -2257864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2257873.000000 Penalty: 4844.450684
	Iteration 25Q: 3 clusters Score -2257873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2257876.000000 Penalty: 4844.450684
	Iteration 26Q: 3 clusters Score -2257876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2257880.750000 Penalty: 4844.450684
	Iteration 27Q: 3 clusters Score -2257881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2257884.250000 Penalty: 4844.450684
	Iteration 28Q: 3 clusters Score -2257884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2257892.750000 Penalty: 4844.450684
	Iteration 29Q: 3 clusters Score -2257893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2257892.500000 Penalty: 4844.450684
	Iteration 30Q: 3 clusters Score -2257892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2257892.500000 Penalty: 4844.450684
	Iteration 31Q: 3 clusters Score -2257892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2257896.000000 Penalty: 4844.450684
	Iteration 32Q: 3 clusters Score -2257896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2257894.750000 Penalty: 4844.450684
	Iteration 33Q: 3 clusters Score -2257895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2257897.500000 Penalty: 4844.450684
	Iteration 34Q: 3 clusters Score -2257898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2257898.250000 Penalty: 4844.450684
	Iteration 35Q: 3 clusters Score -2257898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2257898.250000 Penalty: 4844.450684
	Iteration 36F: 3 clusters Score -2257898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Entering Unmasked Estep 
Score: -1170560.250000 Penalty: 2264.937256
	Iteration 0F: 2 clusters Score -1170560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1163327.000000 Penalty: 4529.874512
	Iteration 0F: 3 clusters Score -1163327 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1165466.875000 Penalty: 4529.874512
	Iteration 1F: 3 clusters Score -1165467 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1165974.750000 Penalty: 4529.874512
	Iteration 2F: 3 clusters Score -1165975 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1166545.875000 Penalty: 4529.874512
	Iteration 3F: 3 clusters Score -1166546 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1166999.750000 Penalty: 4529.874512
	Iteration 4F: 3 clusters Score -1167000 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1167308.125000 Penalty: 4529.874512
	Iteration 5F: 3 clusters Score -1167308 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1167533.250000 Penalty: 4529.874512
	Iteration 6Q: 3 clusters Score -1167533 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1167781.875000 Penalty: 4529.874512
	Iteration 7Q: 3 clusters Score -1167782 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1168069.500000 Penalty: 4529.874512
	Iteration 8Q: 3 clusters Score -1168070 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1168401.625000 Penalty: 4529.874512
	Iteration 9Q: 3 clusters Score -1168402 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1168737.125000 Penalty: 4529.874512
	Iteration 10Q: 3 clusters Score -1168737 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1169006.625000 Penalty: 4529.874512
	Iteration 11Q: 3 clusters Score -1169007 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1169204.500000 Penalty: 4529.874512
	Iteration 12Q: 3 clusters Score -1169204 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1169341.000000 Penalty: 4529.874512
	Iteration 13Q: 3 clusters Score -1169341 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1169425.750000 Penalty: 4529.874512
	Iteration 14Q: 3 clusters Score -1169426 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1169477.750000 Penalty: 4529.874512
	Iteration 15Q: 3 clusters Score -1169478 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1169505.750000 Penalty: 4529.874512
	Iteration 16Q: 3 clusters Score -1169506 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1169529.750000 Penalty: 4529.874512
	Iteration 17Q: 3 clusters Score -1169530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1169547.875000 Penalty: 4529.874512
	Iteration 18Q: 3 clusters Score -1169548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1169566.000000 Penalty: 4529.874512
	Iteration 19Q: 3 clusters Score -1169566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1169596.625000 Penalty: 4529.874512
	Iteration 20F: 3 clusters Score -1169597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1169616.625000 Penalty: 4529.874512
	Iteration 21Q: 3 clusters Score -1169617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1169641.375000 Penalty: 4529.874512
	Iteration 22Q: 3 clusters Score -1169641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1169655.000000 Penalty: 4529.874512
	Iteration 23Q: 3 clusters Score -1169655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1169668.625000 Penalty: 4529.874512
	Iteration 24Q: 3 clusters Score -1169669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1169692.875000 Penalty: 4529.874512
	Iteration 25Q: 3 clusters Score -1169693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1169713.375000 Penalty: 4529.874512
	Iteration 26Q: 3 clusters Score -1169713 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1169724.500000 Penalty: 4529.874512
	Iteration 27Q: 3 clusters Score -1169724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1169733.375000 Penalty: 4529.874512
	Iteration 28Q: 3 clusters Score -1169733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1169734.500000 Penalty: 4529.874512
	Iteration 29Q: 3 clusters Score -1169734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1169741.625000 Penalty: 4529.874512
	Iteration 30Q: 3 clusters Score -1169742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1169740.250000 Penalty: 4529.874512
	Iteration 31Q: 3 clusters Score -1169740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1169746.000000 Penalty: 4529.874512
	Iteration 32Q: 3 clusters Score -1169746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1169749.500000 Penalty: 4529.874512
	Iteration 33Q: 3 clusters Score -1169750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1169751.750000 Penalty: 4529.874512
	Iteration 34Q: 3 clusters Score -1169752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1169752.125000 Penalty: 4529.874512
	Iteration 35Q: 3 clusters Score -1169752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1169752.000000 Penalty: 4529.874512
	Iteration 36Q: 3 clusters Score -1169752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1169755.000000 Penalty: 4529.874512
	Iteration 37Q: 3 clusters Score -1169755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1169757.375000 Penalty: 4529.874512
	Iteration 38Q: 3 clusters Score -1169757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1169759.750000 Penalty: 4529.874512
	Iteration 39Q: 3 clusters Score -1169760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1169761.125000 Penalty: 4529.874512
	Iteration 40F: 3 clusters Score -1169761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1169761.375000 Penalty: 4529.874512
	Iteration 41Q: 3 clusters Score -1169761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1169761.250000 Penalty: 4529.874512
	Iteration 42Q: 3 clusters Score -1169761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1169763.125000 Penalty: 4529.874512
	Iteration 43Q: 3 clusters Score -1169763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1169765.500000 Penalty: 4529.874512
	Iteration 44Q: 3 clusters Score -1169766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1169766.375000 Penalty: 4529.874512
	Iteration 45Q: 3 clusters Score -1169766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1169769.625000 Penalty: 4529.874512
	Iteration 46Q: 3 clusters Score -1169770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1169769.625000 Penalty: 4529.874512
	Iteration 47F: 3 clusters Score -1169770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Entering Unmasked Estep 
Score: -1453000.750000 Penalty: 2324.875488
	Iteration 0F: 2 clusters Score -1453001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1444128.375000 Penalty: 4649.750977
	Iteration 0F: 3 clusters Score -1444128 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1446808.250000 Penalty: 4649.750977
	Iteration 1F: 3 clusters Score -1446808 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1447186.000000 Penalty: 4649.750977
	Iteration 2F: 3 clusters Score -1447186 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1447551.125000 Penalty: 4649.750977
	Iteration 3F: 3 clusters Score -1447551 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1447907.875000 Penalty: 4649.750977
	Iteration 4F: 3 clusters Score -1447908 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1448256.750000 Penalty: 4649.750977
	Iteration 5F: 3 clusters Score -1448257 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1448604.250000 Penalty: 4649.750977
	Iteration 6F: 3 clusters Score -1448604 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1448984.125000 Penalty: 4649.750977
	Iteration 7F: 3 clusters Score -1448984 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1449307.000000 Penalty: 4649.750977
	Iteration 8Q: 3 clusters Score -1449307 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1449591.625000 Penalty: 4649.750977
	Iteration 9Q: 3 clusters Score -1449592 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1449840.250000 Penalty: 4649.750977
	Iteration 10Q: 3 clusters Score -1449840 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1450010.625000 Penalty: 4649.750977
	Iteration 11Q: 3 clusters Score -1450011 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1450130.000000 Penalty: 4649.750977
	Iteration 12Q: 3 clusters Score -1450130 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1450217.875000 Penalty: 4649.750977
	Iteration 13Q: 3 clusters Score -1450218 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1450296.000000 Penalty: 4649.750977
	Iteration 14Q: 3 clusters Score -1450296 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1450351.250000 Penalty: 4649.750977
	Iteration 15Q: 3 clusters Score -1450351 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1450401.000000 Penalty: 4649.750977
	Iteration 16Q: 3 clusters Score -1450401 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1450429.875000 Penalty: 4649.750977
	Iteration 17Q: 3 clusters Score -1450430 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1450455.500000 Penalty: 4649.750977
	Iteration 18Q: 3 clusters Score -1450456 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1450481.750000 Penalty: 4649.750977
	Iteration 19Q: 3 clusters Score -1450482 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1450505.000000 Penalty: 4649.750977
	Iteration 20F: 3 clusters Score -1450505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1450524.500000 Penalty: 4649.750977
	Iteration 21Q: 3 clusters Score -1450524 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1450545.375000 Penalty: 4649.750977
	Iteration 22Q: 3 clusters Score -1450545 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1450566.375000 Penalty: 4649.750977
	Iteration 23Q: 3 clusters Score -1450566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1450577.500000 Penalty: 4649.750977
	Iteration 24Q: 3 clusters Score -1450578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1450596.000000 Penalty: 4649.750977
	Iteration 25Q: 3 clusters Score -1450596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1450615.375000 Penalty: 4649.750977
	Iteration 26Q: 3 clusters Score -1450615 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1450625.875000 Penalty: 4649.750977
	Iteration 27Q: 3 clusters Score -1450626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1450648.125000 Penalty: 4649.750977
	Iteration 28Q: 3 clusters Score -1450648 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1450657.375000 Penalty: 4649.750977
	Iteration 29Q: 3 clusters Score -1450657 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1450667.500000 Penalty: 4649.750977
	Iteration 30Q: 3 clusters Score -1450668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1450675.000000 Penalty: 4649.750977
	Iteration 31Q: 3 clusters Score -1450675 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1450677.375000 Penalty: 4649.750977
	Iteration 32Q: 3 clusters Score -1450677 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1450691.250000 Penalty: 4649.750977
	Iteration 33Q: 3 clusters Score -1450691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1450695.375000 Penalty: 4649.750977
	Iteration 34Q: 3 clusters Score -1450695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1450700.875000 Penalty: 4649.750977
	Iteration 35Q: 3 clusters Score -1450701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1450705.250000 Penalty: 4649.750977
	Iteration 36Q: 3 clusters Score -1450705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1450709.375000 Penalty: 4649.750977
	Iteration 37Q: 3 clusters Score -1450709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1450713.750000 Penalty: 4649.750977
	Iteration 38Q: 3 clusters Score -1450714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1450719.875000 Penalty: 4649.750977
	Iteration 39Q: 3 clusters Score -1450720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1450731.375000 Penalty: 4649.750977
	Iteration 40F: 3 clusters Score -1450731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1450737.750000 Penalty: 4649.750977
	Iteration 41Q: 3 clusters Score -1450738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1450745.375000 Penalty: 4649.750977
	Iteration 42Q: 3 clusters Score -1450745 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1450756.750000 Penalty: 4649.750977
	Iteration 43Q: 3 clusters Score -1450757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1450767.000000 Penalty: 4649.750977
	Iteration 44Q: 3 clusters Score -1450767 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1450781.375000 Penalty: 4649.750977
	Iteration 45Q: 3 clusters Score -1450781 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1450792.625000 Penalty: 4649.750977
	Iteration 46Q: 3 clusters Score -1450793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1450805.750000 Penalty: 4649.750977
	Iteration 47Q: 3 clusters Score -1450806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1450822.250000 Penalty: 4649.750977
	Iteration 48Q: 3 clusters Score -1450822 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1450840.250000 Penalty: 4649.750977
	Iteration 49Q: 3 clusters Score -1450840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1450859.125000 Penalty: 4649.750977
	Iteration 50Q: 3 clusters Score -1450859 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1450878.250000 Penalty: 4649.750977
	Iteration 51Q: 3 clusters Score -1450878 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1450897.875000 Penalty: 4649.750977
	Iteration 52Q: 3 clusters Score -1450898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1450917.250000 Penalty: 4649.750977
	Iteration 53Q: 3 clusters Score -1450917 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1450937.375000 Penalty: 4649.750977
	Iteration 54Q: 3 clusters Score -1450937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1450946.250000 Penalty: 4649.750977
	Iteration 55Q: 3 clusters Score -1450946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1450959.875000 Penalty: 4649.750977
	Iteration 56Q: 3 clusters Score -1450960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1450974.750000 Penalty: 4649.750977
	Iteration 57Q: 3 clusters Score -1450975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1450982.125000 Penalty: 4649.750977
	Iteration 58Q: 3 clusters Score -1450982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1450996.000000 Penalty: 4649.750977
	Iteration 59Q: 3 clusters Score -1450996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1451002.250000 Penalty: 4649.750977
	Iteration 60F: 3 clusters Score -1451002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1451016.125000 Penalty: 4649.750977
	Iteration 61Q: 3 clusters Score -1451016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1451026.500000 Penalty: 4649.750977
	Iteration 62Q: 3 clusters Score -1451026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1451038.250000 Penalty: 4649.750977
	Iteration 63Q: 3 clusters Score -1451038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1451048.875000 Penalty: 4649.750977
	Iteration 64Q: 3 clusters Score -1451049 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1451056.500000 Penalty: 4649.750977
	Iteration 65Q: 3 clusters Score -1451056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1451064.500000 Penalty: 4649.750977
	Iteration 66Q: 3 clusters Score -1451064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1451066.125000 Penalty: 4649.750977
	Iteration 67Q: 3 clusters Score -1451066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1451071.750000 Penalty: 4649.750977
	Iteration 68Q: 3 clusters Score -1451072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1451072.000000 Penalty: 4649.750977
	Iteration 69Q: 3 clusters Score -1451072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1451072.375000 Penalty: 4649.750977
	Iteration 70Q: 3 clusters Score -1451072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1451075.375000 Penalty: 4649.750977
	Iteration 71Q: 3 clusters Score -1451075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1451077.750000 Penalty: 4649.750977
	Iteration 72Q: 3 clusters Score -1451078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1451084.125000 Penalty: 4649.750977
	Iteration 73Q: 3 clusters Score -1451084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1451088.375000 Penalty: 4649.750977
	Iteration 74Q: 3 clusters Score -1451088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1451086.875000 Penalty: 4649.750977
	Iteration 75Q: 3 clusters Score -1451087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1451095.250000 Penalty: 4649.750977
	Iteration 76Q: 3 clusters Score -1451095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1451101.625000 Penalty: 4649.750977
	Iteration 77Q: 3 clusters Score -1451102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1451106.125000 Penalty: 4649.750977
	Iteration 78Q: 3 clusters Score -1451106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1451106.625000 Penalty: 4649.750977
	Iteration 79Q: 3 clusters Score -1451107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1451112.500000 Penalty: 4649.750977
	Iteration 80F: 3 clusters Score -1451112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1451115.250000 Penalty: 4649.750977
	Iteration 81Q: 3 clusters Score -1451115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1451118.875000 Penalty: 4649.750977
	Iteration 82Q: 3 clusters Score -1451119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1451121.750000 Penalty: 4649.750977
	Iteration 83Q: 3 clusters Score -1451122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1451122.875000 Penalty: 4649.750977
	Iteration 84Q: 3 clusters Score -1451123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1451122.375000 Penalty: 4649.750977
	Iteration 85Q: 3 clusters Score -1451122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1451125.750000 Penalty: 4649.750977
	Iteration 86Q: 3 clusters Score -1451126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1451124.125000 Penalty: 4649.750977
	Iteration 87Q: 3 clusters Score -1451124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1451124.125000 Penalty: 4649.750977
	Iteration 88F: 3 clusters Score -1451124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Entering Unmasked Estep 
Score: -844989.625000 Penalty: 2198.982178
	Iteration 0F: 2 clusters Score -844989.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -839157.125000 Penalty: 4397.964355
	Iteration 0F: 3 clusters Score -839157.1 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -840717.750000 Penalty: 4397.964355
	Iteration 1F: 3 clusters Score -840717.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -840999.000000 Penalty: 4397.964355
	Iteration 2F: 3 clusters Score -840999 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -841198.125000 Penalty: 4397.964355
	Iteration 3F: 3 clusters Score -841198.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -841403.187500 Penalty: 4397.964355
	Iteration 4Q: 3 clusters Score -841403.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -841603.062500 Penalty: 4397.964355
	Iteration 5Q: 3 clusters Score -841603.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -841797.750000 Penalty: 4397.964355
	Iteration 6Q: 3 clusters Score -841797.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -841988.375000 Penalty: 4397.964355
	Iteration 7Q: 3 clusters Score -841988.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -842152.687500 Penalty: 4397.964355
	Iteration 8Q: 3 clusters Score -842152.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -842337.687500 Penalty: 4397.964355
	Iteration 9Q: 3 clusters Score -842337.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -842504.500000 Penalty: 4397.964355
	Iteration 10Q: 3 clusters Score -842504.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -842637.625000 Penalty: 4397.964355
	Iteration 11Q: 3 clusters Score -842637.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -842740.000000 Penalty: 4397.964355
	Iteration 12Q: 3 clusters Score -842740 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -842831.312500 Penalty: 4397.964355
	Iteration 13Q: 3 clusters Score -842831.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -842895.812500 Penalty: 4397.964355
	Iteration 14Q: 3 clusters Score -842895.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -842933.000000 Penalty: 4397.964355
	Iteration 15Q: 3 clusters Score -842933 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -842967.312500 Penalty: 4397.964355
	Iteration 16Q: 3 clusters Score -842967.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -842997.750000 Penalty: 4397.964355
	Iteration 17Q: 3 clusters Score -842997.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -843027.437500 Penalty: 4397.964355
	Iteration 18Q: 3 clusters Score -843027.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -843058.562500 Penalty: 4397.964355
	Iteration 19Q: 3 clusters Score -843058.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -843083.812500 Penalty: 4397.964355
	Iteration 20F: 3 clusters Score -843083.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -843103.437500 Penalty: 4397.964355
	Iteration 21Q: 3 clusters Score -843103.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -843120.875000 Penalty: 4397.964355
	Iteration 22Q: 3 clusters Score -843120.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -843130.937500 Penalty: 4397.964355
	Iteration 23Q: 3 clusters Score -843130.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -843136.687500 Penalty: 4397.964355
	Iteration 24Q: 3 clusters Score -843136.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -843143.312500 Penalty: 4397.964355
	Iteration 25Q: 3 clusters Score -843143.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -843148.375000 Penalty: 4397.964355
	Iteration 26Q: 3 clusters Score -843148.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -843155.000000 Penalty: 4397.964355
	Iteration 27Q: 3 clusters Score -843155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -843160.687500 Penalty: 4397.964355
	Iteration 28Q: 3 clusters Score -843160.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -843163.062500 Penalty: 4397.964355
	Iteration 29Q: 3 clusters Score -843163.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -843172.062500 Penalty: 4397.964355
	Iteration 30Q: 3 clusters Score -843172.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -843180.187500 Penalty: 4397.964355
	Iteration 31Q: 3 clusters Score -843180.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -843199.000000 Penalty: 4397.964355
	Iteration 32Q: 3 clusters Score -843199 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -843219.500000 Penalty: 4397.964355
	Iteration 33Q: 3 clusters Score -843219.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -843241.500000 Penalty: 4397.964355
	Iteration 34Q: 3 clusters Score -843241.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -843275.187500 Penalty: 4397.964355
	Iteration 35Q: 3 clusters Score -843275.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -843311.375000 Penalty: 4397.964355
	Iteration 36Q: 3 clusters Score -843311.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -843348.812500 Penalty: 4397.964355
	Iteration 37Q: 3 clusters Score -843348.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -843384.687500 Penalty: 4397.964355
	Iteration 38Q: 3 clusters Score -843384.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -843415.750000 Penalty: 4397.964355
	Iteration 39Q: 3 clusters Score -843415.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -843439.000000 Penalty: 4397.964355
	Iteration 40F: 3 clusters Score -843439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -843463.750000 Penalty: 4397.964355
	Iteration 41Q: 3 clusters Score -843463.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -843484.562500 Penalty: 4397.964355
	Iteration 42Q: 3 clusters Score -843484.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -843494.000000 Penalty: 4397.964355
	Iteration 43Q: 3 clusters Score -843494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -843500.687500 Penalty: 4397.964355
	Iteration 44Q: 3 clusters Score -843500.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -843504.562500 Penalty: 4397.964355
	Iteration 45Q: 3 clusters Score -843504.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -843505.625000 Penalty: 4397.964355
	Iteration 46Q: 3 clusters Score -843505.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -843507.000000 Penalty: 4397.964355
	Iteration 47Q: 3 clusters Score -843507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -843506.500000 Penalty: 4397.964355
	Iteration 48Q: 3 clusters Score -843506.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -843507.937500 Penalty: 4397.964355
	Iteration 49Q: 3 clusters Score -843507.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -843508.437500 Penalty: 4397.964355
	Iteration 50Q: 3 clusters Score -843508.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -843510.812500 Penalty: 4397.964355
	Iteration 51Q: 3 clusters Score -843510.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -843509.312500 Penalty: 4397.964355
	Iteration 52Q: 3 clusters Score -843509.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -843512.937500 Penalty: 4397.964355
	Iteration 53Q: 3 clusters Score -843512.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -843513.500000 Penalty: 4397.964355
	Iteration 54Q: 3 clusters Score -843513.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -843514.187500 Penalty: 4397.964355
	Iteration 55Q: 3 clusters Score -843514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -843514.562500 Penalty: 4397.964355
	Iteration 56Q: 3 clusters Score -843514.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -843516.750000 Penalty: 4397.964355
	Iteration 57Q: 3 clusters Score -843516.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -843520.000000 Penalty: 4397.964355
	Iteration 58Q: 3 clusters Score -843520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -843522.812500 Penalty: 4397.964355
	Iteration 59Q: 3 clusters Score -843522.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -843524.687500 Penalty: 4397.964355
	Iteration 60F: 3 clusters Score -843524.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -843523.812500 Penalty: 4397.964355
	Iteration 61Q: 3 clusters Score -843523.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -843525.187500 Penalty: 4397.964355
	Iteration 62Q: 3 clusters Score -843525.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -843524.562500 Penalty: 4397.964355
	Iteration 63Q: 3 clusters Score -843524.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -843524.000000 Penalty: 4397.964355
	Iteration 64Q: 3 clusters Score -843524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -843524.000000 Penalty: 4397.964355
	Iteration 65F: 3 clusters Score -843524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Entering Unmasked Estep 
Score: -503107.687500 Penalty: 2084.863770
	Iteration 0F: 2 clusters Score -503107.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -499002.125000 Penalty: 4169.727539
	Iteration 0F: 3 clusters Score -499002.1 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -500215.531250 Penalty: 4169.727539
	Iteration 1F: 3 clusters Score -500215.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -500655.250000 Penalty: 4169.727539
	Iteration 2F: 3 clusters Score -500655.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -500967.250000 Penalty: 4169.727539
	Iteration 3F: 3 clusters Score -500967.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -501232.843750 Penalty: 4169.727539
	Iteration 4F: 3 clusters Score -501232.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -501449.312500 Penalty: 4169.727539
	Iteration 5Q: 3 clusters Score -501449.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -501618.312500 Penalty: 4169.727539
	Iteration 6Q: 3 clusters Score -501618.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -501814.781250 Penalty: 4169.727539
	Iteration 7Q: 3 clusters Score -501814.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -501954.531250 Penalty: 4169.727539
	Iteration 8Q: 3 clusters Score -501954.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -502066.468750 Penalty: 4169.727539
	Iteration 9Q: 3 clusters Score -502066.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -502147.781250 Penalty: 4169.727539
	Iteration 10Q: 3 clusters Score -502147.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -502191.250000 Penalty: 4169.727539
	Iteration 11Q: 3 clusters Score -502191.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -502230.687500 Penalty: 4169.727539
	Iteration 12Q: 3 clusters Score -502230.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -502254.031250 Penalty: 4169.727539
	Iteration 13Q: 3 clusters Score -502254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -502272.468750 Penalty: 4169.727539
	Iteration 14Q: 3 clusters Score -502272.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -502282.125000 Penalty: 4169.727539
	Iteration 15Q: 3 clusters Score -502282.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -502291.218750 Penalty: 4169.727539
	Iteration 16Q: 3 clusters Score -502291.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -502298.562500 Penalty: 4169.727539
	Iteration 17Q: 3 clusters Score -502298.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -502305.187500 Penalty: 4169.727539
	Iteration 18Q: 3 clusters Score -502305.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -502309.718750 Penalty: 4169.727539
	Iteration 19Q: 3 clusters Score -502309.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -502314.437500 Penalty: 4169.727539
	Iteration 20F: 3 clusters Score -502314.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -502318.593750 Penalty: 4169.727539
	Iteration 21Q: 3 clusters Score -502318.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -502320.468750 Penalty: 4169.727539
	Iteration 22Q: 3 clusters Score -502320.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -502322.468750 Penalty: 4169.727539
	Iteration 23Q: 3 clusters Score -502322.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -502323.156250 Penalty: 4169.727539
	Iteration 24Q: 3 clusters Score -502323.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -502323.156250 Penalty: 4169.727539
	Iteration 25F: 3 clusters Score -502323.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Entering Unmasked Estep 
Score: -1134074.000000 Penalty: 2251.388428
	Iteration 0F: 2 clusters Score -1134074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1127085.750000 Penalty: 4502.776855
	Iteration 0F: 3 clusters Score -1127086 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1129008.750000 Penalty: 4502.776855
	Iteration 1F: 3 clusters Score -1129009 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1129332.125000 Penalty: 4502.776855
	Iteration 2F: 3 clusters Score -1129332 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1129550.125000 Penalty: 4502.776855
	Iteration 3F: 3 clusters Score -1129550 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1129722.125000 Penalty: 4502.776855
	Iteration 4Q: 3 clusters Score -1129722 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1129868.000000 Penalty: 4502.776855
	Iteration 5Q: 3 clusters Score -1129868 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1130029.375000 Penalty: 4502.776855
	Iteration 6Q: 3 clusters Score -1130029 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1130221.625000 Penalty: 4502.776855
	Iteration 7Q: 3 clusters Score -1130222 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1130430.625000 Penalty: 4502.776855
	Iteration 8Q: 3 clusters Score -1130431 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1130685.500000 Penalty: 4502.776855
	Iteration 9Q: 3 clusters Score -1130686 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1130976.375000 Penalty: 4502.776855
	Iteration 10Q: 3 clusters Score -1130976 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1131225.500000 Penalty: 4502.776855
	Iteration 11Q: 3 clusters Score -1131226 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1131415.250000 Penalty: 4502.776855
	Iteration 12Q: 3 clusters Score -1131415 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1131565.750000 Penalty: 4502.776855
	Iteration 13Q: 3 clusters Score -1131566 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1131677.375000 Penalty: 4502.776855
	Iteration 14Q: 3 clusters Score -1131677 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1131755.750000 Penalty: 4502.776855
	Iteration 15Q: 3 clusters Score -1131756 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1131822.500000 Penalty: 4502.776855
	Iteration 16Q: 3 clusters Score -1131822 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1131876.125000 Penalty: 4502.776855
	Iteration 17Q: 3 clusters Score -1131876 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1131915.375000 Penalty: 4502.776855
	Iteration 18Q: 3 clusters Score -1131915 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1131945.750000 Penalty: 4502.776855
	Iteration 19Q: 3 clusters Score -1131946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1131964.125000 Penalty: 4502.776855
	Iteration 20F: 3 clusters Score -1131964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1131980.875000 Penalty: 4502.776855
	Iteration 21Q: 3 clusters Score -1131981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1131990.875000 Penalty: 4502.776855
	Iteration 22Q: 3 clusters Score -1131991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1131998.500000 Penalty: 4502.776855
	Iteration 23Q: 3 clusters Score -1131998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1132006.750000 Penalty: 4502.776855
	Iteration 24Q: 3 clusters Score -1132007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1132011.750000 Penalty: 4502.776855
	Iteration 25Q: 3 clusters Score -1132012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1132018.250000 Penalty: 4502.776855
	Iteration 26Q: 3 clusters Score -1132018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1132022.750000 Penalty: 4502.776855
	Iteration 27Q: 3 clusters Score -1132023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1132023.125000 Penalty: 4502.776855
	Iteration 28Q: 3 clusters Score -1132023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1132027.375000 Penalty: 4502.776855
	Iteration 29Q: 3 clusters Score -1132027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1132029.750000 Penalty: 4502.776855
	Iteration 30Q: 3 clusters Score -1132030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1132028.250000 Penalty: 4502.776855
	Iteration 31Q: 3 clusters Score -1132028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1132030.375000 Penalty: 4502.776855
	Iteration 32Q: 3 clusters Score -1132030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1132031.000000 Penalty: 4502.776855
	Iteration 33Q: 3 clusters Score -1132031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1132033.875000 Penalty: 4502.776855
	Iteration 34Q: 3 clusters Score -1132034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1132037.625000 Penalty: 4502.776855
	Iteration 35Q: 3 clusters Score -1132038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1132048.375000 Penalty: 4502.776855
	Iteration 36Q: 3 clusters Score -1132048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1132050.625000 Penalty: 4502.776855
	Iteration 37Q: 3 clusters Score -1132051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1132053.250000 Penalty: 4502.776855
	Iteration 38Q: 3 clusters Score -1132053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1132056.875000 Penalty: 4502.776855
	Iteration 39Q: 3 clusters Score -1132057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1132057.875000 Penalty: 4502.776855
	Iteration 40F: 3 clusters Score -1132058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1132057.500000 Penalty: 4502.776855
	Iteration 41Q: 3 clusters Score -1132058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1132062.875000 Penalty: 4502.776855
	Iteration 42Q: 3 clusters Score -1132063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1132064.375000 Penalty: 4502.776855
	Iteration 43Q: 3 clusters Score -1132064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1132067.250000 Penalty: 4502.776855
	Iteration 44Q: 3 clusters Score -1132067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1132068.500000 Penalty: 4502.776855
	Iteration 45Q: 3 clusters Score -1132068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1132067.750000 Penalty: 4502.776855
	Iteration 46Q: 3 clusters Score -1132068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1132067.750000 Penalty: 4502.776855
	Iteration 47F: 3 clusters Score -1132068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Entering Unmasked Estep 
Score: -1561166.625000 Penalty: 2348.351807
	Iteration 0F: 2 clusters Score -1561167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1551519.875000 Penalty: 4696.703613
	Iteration 0F: 3 clusters Score -1551520 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1554641.000000 Penalty: 4696.703613
	Iteration 1F: 3 clusters Score -1554641 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1555362.500000 Penalty: 4696.703613
	Iteration 2F: 3 clusters Score -1555362 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1556046.125000 Penalty: 4696.703613
	Iteration 3F: 3 clusters Score -1556046 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1556682.625000 Penalty: 4696.703613
	Iteration 4F: 3 clusters Score -1556683 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1557189.750000 Penalty: 4696.703613
	Iteration 5F: 3 clusters Score -1557190 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1557552.250000 Penalty: 4696.703613
	Iteration 6F: 3 clusters Score -1557552 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1557789.125000 Penalty: 4696.703613
	Iteration 7Q: 3 clusters Score -1557789 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1557957.750000 Penalty: 4696.703613
	Iteration 8Q: 3 clusters Score -1557958 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1558075.250000 Penalty: 4696.703613
	Iteration 9Q: 3 clusters Score -1558075 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1558156.000000 Penalty: 4696.703613
	Iteration 10Q: 3 clusters Score -1558156 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1558226.375000 Penalty: 4696.703613
	Iteration 11Q: 3 clusters Score -1558226 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1558274.250000 Penalty: 4696.703613
	Iteration 12Q: 3 clusters Score -1558274 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1558320.375000 Penalty: 4696.703613
	Iteration 13Q: 3 clusters Score -1558320 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1558362.375000 Penalty: 4696.703613
	Iteration 14Q: 3 clusters Score -1558362 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1558392.375000 Penalty: 4696.703613
	Iteration 15Q: 3 clusters Score -1558392 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1558425.625000 Penalty: 4696.703613
	Iteration 16Q: 3 clusters Score -1558426 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1558451.750000 Penalty: 4696.703613
	Iteration 17Q: 3 clusters Score -1558452 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1558479.875000 Penalty: 4696.703613
	Iteration 18Q: 3 clusters Score -1558480 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1558508.875000 Penalty: 4696.703613
	Iteration 19Q: 3 clusters Score -1558509 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1558526.250000 Penalty: 4696.703613
	Iteration 20F: 3 clusters Score -1558526 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1558556.750000 Penalty: 4696.703613
	Iteration 21Q: 3 clusters Score -1558557 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1558586.375000 Penalty: 4696.703613
	Iteration 22Q: 3 clusters Score -1558586 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1558611.750000 Penalty: 4696.703613
	Iteration 23Q: 3 clusters Score -1558612 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1558632.750000 Penalty: 4696.703613
	Iteration 24Q: 3 clusters Score -1558633 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1558662.000000 Penalty: 4696.703613
	Iteration 25Q: 3 clusters Score -1558662 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1558691.000000 Penalty: 4696.703613
	Iteration 26Q: 3 clusters Score -1558691 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1558721.875000 Penalty: 4696.703613
	Iteration 27Q: 3 clusters Score -1558722 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1558756.250000 Penalty: 4696.703613
	Iteration 28Q: 3 clusters Score -1558756 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1558801.750000 Penalty: 4696.703613
	Iteration 29Q: 3 clusters Score -1558802 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1558841.250000 Penalty: 4696.703613
	Iteration 30Q: 3 clusters Score -1558841 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1558894.750000 Penalty: 4696.703613
	Iteration 31Q: 3 clusters Score -1558895 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1558931.250000 Penalty: 4696.703613
	Iteration 32Q: 3 clusters Score -1558931 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1558973.875000 Penalty: 4696.703613
	Iteration 33Q: 3 clusters Score -1558974 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1559007.125000 Penalty: 4696.703613
	Iteration 34Q: 3 clusters Score -1559007 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1559043.875000 Penalty: 4696.703613
	Iteration 35Q: 3 clusters Score -1559044 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1559083.000000 Penalty: 4696.703613
	Iteration 36Q: 3 clusters Score -1559083 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1559108.750000 Penalty: 4696.703613
	Iteration 37Q: 3 clusters Score -1559109 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1559148.625000 Penalty: 4696.703613
	Iteration 38Q: 3 clusters Score -1559149 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1559178.375000 Penalty: 4696.703613
	Iteration 39Q: 3 clusters Score -1559178 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1559212.250000 Penalty: 4696.703613
	Iteration 40F: 3 clusters Score -1559212 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1559242.000000 Penalty: 4696.703613
	Iteration 41Q: 3 clusters Score -1559242 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1559269.125000 Penalty: 4696.703613
	Iteration 42Q: 3 clusters Score -1559269 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1559296.125000 Penalty: 4696.703613
	Iteration 43Q: 3 clusters Score -1559296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1559323.250000 Penalty: 4696.703613
	Iteration 44Q: 3 clusters Score -1559323 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1559341.875000 Penalty: 4696.703613
	Iteration 45Q: 3 clusters Score -1559342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1559360.000000 Penalty: 4696.703613
	Iteration 46Q: 3 clusters Score -1559360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1559371.000000 Penalty: 4696.703613
	Iteration 47Q: 3 clusters Score -1559371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1559386.375000 Penalty: 4696.703613
	Iteration 48Q: 3 clusters Score -1559386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1559394.625000 Penalty: 4696.703613
	Iteration 49Q: 3 clusters Score -1559395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1559398.375000 Penalty: 4696.703613
	Iteration 50Q: 3 clusters Score -1559398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1559405.875000 Penalty: 4696.703613
	Iteration 51Q: 3 clusters Score -1559406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1559406.625000 Penalty: 4696.703613
	Iteration 52Q: 3 clusters Score -1559407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1559411.500000 Penalty: 4696.703613
	Iteration 53Q: 3 clusters Score -1559412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1559412.750000 Penalty: 4696.703613
	Iteration 54Q: 3 clusters Score -1559413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1559419.125000 Penalty: 4696.703613
	Iteration 55Q: 3 clusters Score -1559419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1559417.625000 Penalty: 4696.703613
	Iteration 56Q: 3 clusters Score -1559418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1559419.875000 Penalty: 4696.703613
	Iteration 57Q: 3 clusters Score -1559420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1559418.375000 Penalty: 4696.703613
	Iteration 58Q: 3 clusters Score -1559418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1559419.375000 Penalty: 4696.703613
	Iteration 59Q: 3 clusters Score -1559419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1559417.625000 Penalty: 4696.703613
	Iteration 60F: 3 clusters Score -1559418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1559419.000000 Penalty: 4696.703613
	Iteration 61Q: 3 clusters Score -1559419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1559423.000000 Penalty: 4696.703613
	Iteration 62Q: 3 clusters Score -1559423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1559422.625000 Penalty: 4696.703613
	Iteration 63Q: 3 clusters Score -1559423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1559425.750000 Penalty: 4696.703613
	Iteration 64Q: 3 clusters Score -1559426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1559429.875000 Penalty: 4696.703613
	Iteration 65Q: 3 clusters Score -1559430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1559430.625000 Penalty: 4696.703613
	Iteration 66Q: 3 clusters Score -1559431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1559433.125000 Penalty: 4696.703613
	Iteration 67Q: 3 clusters Score -1559433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1559433.500000 Penalty: 4696.703613
	Iteration 68Q: 3 clusters Score -1559434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1559432.250000 Penalty: 4696.703613
	Iteration 69Q: 3 clusters Score -1559432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1559436.250000 Penalty: 4696.703613
	Iteration 70Q: 3 clusters Score -1559436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1559436.250000 Penalty: 4696.703613
	Iteration 71F: 3 clusters Score -1559436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Entering Unmasked Estep 
Score: -1431101.875000 Penalty: 2323.905518
	Iteration 0F: 2 clusters Score -1431102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1422322.125000 Penalty: 4647.811035
	Iteration 0F: 3 clusters Score -1422322 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1424974.375000 Penalty: 4647.811035
	Iteration 1F: 3 clusters Score -1424974 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1425329.250000 Penalty: 4647.811035
	Iteration 2F: 3 clusters Score -1425329 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1425614.000000 Penalty: 4647.811035
	Iteration 3F: 3 clusters Score -1425614 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1425812.000000 Penalty: 4647.811035
	Iteration 4Q: 3 clusters Score -1425812 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1425980.250000 Penalty: 4647.811035
	Iteration 5Q: 3 clusters Score -1425980 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1426117.625000 Penalty: 4647.811035
	Iteration 6Q: 3 clusters Score -1426118 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1426260.125000 Penalty: 4647.811035
	Iteration 7Q: 3 clusters Score -1426260 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1426390.000000 Penalty: 4647.811035
	Iteration 8Q: 3 clusters Score -1426390 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1426520.875000 Penalty: 4647.811035
	Iteration 9Q: 3 clusters Score -1426521 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1426651.125000 Penalty: 4647.811035
	Iteration 10Q: 3 clusters Score -1426651 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1426798.375000 Penalty: 4647.811035
	Iteration 11Q: 3 clusters Score -1426798 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1426962.750000 Penalty: 4647.811035
	Iteration 12Q: 3 clusters Score -1426963 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1427149.375000 Penalty: 4647.811035
	Iteration 13Q: 3 clusters Score -1427149 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1427357.750000 Penalty: 4647.811035
	Iteration 14Q: 3 clusters Score -1427358 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1427588.000000 Penalty: 4647.811035
	Iteration 15Q: 3 clusters Score -1427588 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1427861.625000 Penalty: 4647.811035
	Iteration 16Q: 3 clusters Score -1427862 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1428098.875000 Penalty: 4647.811035
	Iteration 17Q: 3 clusters Score -1428099 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1428304.375000 Penalty: 4647.811035
	Iteration 18Q: 3 clusters Score -1428304 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1428480.750000 Penalty: 4647.811035
	Iteration 19Q: 3 clusters Score -1428481 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1428637.875000 Penalty: 4647.811035
	Iteration 20F: 3 clusters Score -1428638 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1428785.375000 Penalty: 4647.811035
	Iteration 21Q: 3 clusters Score -1428785 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1428875.125000 Penalty: 4647.811035
	Iteration 22Q: 3 clusters Score -1428875 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1428943.000000 Penalty: 4647.811035
	Iteration 23Q: 3 clusters Score -1428943 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1428997.250000 Penalty: 4647.811035
	Iteration 24Q: 3 clusters Score -1428997 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1429045.125000 Penalty: 4647.811035
	Iteration 25Q: 3 clusters Score -1429045 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1429085.250000 Penalty: 4647.811035
	Iteration 26Q: 3 clusters Score -1429085 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1429112.125000 Penalty: 4647.811035
	Iteration 27Q: 3 clusters Score -1429112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1429130.000000 Penalty: 4647.811035
	Iteration 28Q: 3 clusters Score -1429130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1429150.500000 Penalty: 4647.811035
	Iteration 29Q: 3 clusters Score -1429150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1429162.375000 Penalty: 4647.811035
	Iteration 30Q: 3 clusters Score -1429162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1429173.750000 Penalty: 4647.811035
	Iteration 31Q: 3 clusters Score -1429174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1429184.500000 Penalty: 4647.811035
	Iteration 32Q: 3 clusters Score -1429184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1429195.250000 Penalty: 4647.811035
	Iteration 33Q: 3 clusters Score -1429195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1429203.250000 Penalty: 4647.811035
	Iteration 34Q: 3 clusters Score -1429203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1429207.250000 Penalty: 4647.811035
	Iteration 35Q: 3 clusters Score -1429207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1429217.500000 Penalty: 4647.811035
	Iteration 36Q: 3 clusters Score -1429218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1429218.000000 Penalty: 4647.811035
	Iteration 37Q: 3 clusters Score -1429218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1429218.000000 Penalty: 4647.811035
	Iteration 38F: 3 clusters Score -1429218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -77671.757812 Penalty: 1623.602783
	Iteration 0F: 2 clusters Score -77671.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -76059.320312 Penalty: 3247.205566
	Iteration 0F: 3 clusters Score -76059.32 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -76399.125000 Penalty: 3247.205566
	Iteration 1F: 3 clusters Score -76399.12 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76630.992188 Penalty: 3247.205566
	Iteration 2F: 3 clusters Score -76630.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -76762.835938 Penalty: 3247.205566
	Iteration 3F: 3 clusters Score -76762.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -76858.906250 Penalty: 3247.205566
	Iteration 4F: 3 clusters Score -76858.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -76879.601562 Penalty: 3247.205566
	Iteration 5Q: 3 clusters Score -76879.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76910.382812 Penalty: 3247.205566
	Iteration 6Q: 3 clusters Score -76910.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -76953.109375 Penalty: 3247.205566
	Iteration 7Q: 3 clusters Score -76953.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -76975.781250 Penalty: 3247.205566
	Iteration 8Q: 3 clusters Score -76975.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -76983.898438 Penalty: 3247.205566
	Iteration 9Q: 3 clusters Score -76983.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -76995.210938 Penalty: 3247.205566
	Iteration 10Q: 3 clusters Score -76995.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -77005.429688 Penalty: 3247.205566
	Iteration 11Q: 3 clusters Score -77005.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -77008.375000 Penalty: 3247.205566
	Iteration 12Q: 3 clusters Score -77008.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -77008.375000 Penalty: 3247.205566
	Iteration 13F: 3 clusters Score -77008.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Entering Unmasked Estep 
Score: -1265357.250000 Penalty: 2287.146973
	Iteration 0F: 2 clusters Score -1265357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1257572.000000 Penalty: 4574.293945
	Iteration 0F: 3 clusters Score -1257572 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1259865.250000 Penalty: 4574.293945
	Iteration 1F: 3 clusters Score -1259865 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1260282.875000 Penalty: 4574.293945
	Iteration 2F: 3 clusters Score -1260283 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1260726.500000 Penalty: 4574.293945
	Iteration 3F: 3 clusters Score -1260726 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1261194.000000 Penalty: 4574.293945
	Iteration 4F: 3 clusters Score -1261194 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1261694.250000 Penalty: 4574.293945
	Iteration 5F: 3 clusters Score -1261694 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1262215.125000 Penalty: 4574.293945
	Iteration 6F: 3 clusters Score -1262215 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1262648.875000 Penalty: 4574.293945
	Iteration 7F: 3 clusters Score -1262649 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1263008.000000 Penalty: 4574.293945
	Iteration 8F: 3 clusters Score -1263008 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1263270.250000 Penalty: 4574.293945
	Iteration 9Q: 3 clusters Score -1263270 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1263431.750000 Penalty: 4574.293945
	Iteration 10Q: 3 clusters Score -1263432 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1263510.625000 Penalty: 4574.293945
	Iteration 11Q: 3 clusters Score -1263511 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1263548.250000 Penalty: 4574.293945
	Iteration 12Q: 3 clusters Score -1263548 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1263572.250000 Penalty: 4574.293945
	Iteration 13Q: 3 clusters Score -1263572 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1263585.000000 Penalty: 4574.293945
	Iteration 14Q: 3 clusters Score -1263585 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1263599.125000 Penalty: 4574.293945
	Iteration 15Q: 3 clusters Score -1263599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1263601.625000 Penalty: 4574.293945
	Iteration 16Q: 3 clusters Score -1263602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1263605.375000 Penalty: 4574.293945
	Iteration 17Q: 3 clusters Score -1263605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1263603.875000 Penalty: 4574.293945
	Iteration 18Q: 3 clusters Score -1263604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1263605.000000 Penalty: 4574.293945
	Iteration 19Q: 3 clusters Score -1263605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1263605.375000 Penalty: 4574.293945
	Iteration 20F: 3 clusters Score -1263605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1263608.125000 Penalty: 4574.293945
	Iteration 21Q: 3 clusters Score -1263608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1263612.250000 Penalty: 4574.293945
	Iteration 22Q: 3 clusters Score -1263612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1263611.125000 Penalty: 4574.293945
	Iteration 23Q: 3 clusters Score -1263611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1263611.125000 Penalty: 4574.293945
	Iteration 24Q: 3 clusters Score -1263611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1263611.250000 Penalty: 4574.293945
	Iteration 25Q: 3 clusters Score -1263611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1263612.500000 Penalty: 4574.293945
	Iteration 26Q: 3 clusters Score -1263612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1263613.375000 Penalty: 4574.293945
	Iteration 27Q: 3 clusters Score -1263613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1263614.750000 Penalty: 4574.293945
	Iteration 28Q: 3 clusters Score -1263615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1263613.125000 Penalty: 4574.293945
	Iteration 29Q: 3 clusters Score -1263613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1263612.250000 Penalty: 4574.293945
	Iteration 30Q: 3 clusters Score -1263612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1263613.875000 Penalty: 4574.293945
	Iteration 31Q: 3 clusters Score -1263614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1263613.875000 Penalty: 4574.293945
	Iteration 32F: 3 clusters Score -1263614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Entering Unmasked Estep 
Score: -612228.062500 Penalty: 2098.811035
	Iteration 0F: 2 clusters Score -612228.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -607826.500000 Penalty: 4197.622070
	Iteration 0F: 3 clusters Score -607826.5 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -608832.812500 Penalty: 4197.622070
	Iteration 1F: 3 clusters Score -608832.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -609044.687500 Penalty: 4197.622070
	Iteration 2F: 3 clusters Score -609044.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -609192.125000 Penalty: 4197.622070
	Iteration 3F: 3 clusters Score -609192.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -609284.500000 Penalty: 4197.622070
	Iteration 4Q: 3 clusters Score -609284.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -609367.250000 Penalty: 4197.622070
	Iteration 5Q: 3 clusters Score -609367.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -609435.875000 Penalty: 4197.622070
	Iteration 6Q: 3 clusters Score -609435.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -609495.500000 Penalty: 4197.622070
	Iteration 7Q: 3 clusters Score -609495.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -609573.375000 Penalty: 4197.622070
	Iteration 8Q: 3 clusters Score -609573.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -609636.812500 Penalty: 4197.622070
	Iteration 9Q: 3 clusters Score -609636.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -609683.000000 Penalty: 4197.622070
	Iteration 10Q: 3 clusters Score -609683 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -609724.687500 Penalty: 4197.622070
	Iteration 11Q: 3 clusters Score -609724.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -609769.500000 Penalty: 4197.622070
	Iteration 12Q: 3 clusters Score -609769.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -609811.437500 Penalty: 4197.622070
	Iteration 13Q: 3 clusters Score -609811.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -609857.875000 Penalty: 4197.622070
	Iteration 14Q: 3 clusters Score -609857.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -609902.062500 Penalty: 4197.622070
	Iteration 15Q: 3 clusters Score -609902.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -609947.750000 Penalty: 4197.622070
	Iteration 16Q: 3 clusters Score -609947.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -609993.312500 Penalty: 4197.622070
	Iteration 17Q: 3 clusters Score -609993.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -610030.750000 Penalty: 4197.622070
	Iteration 18Q: 3 clusters Score -610030.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -610079.062500 Penalty: 4197.622070
	Iteration 19Q: 3 clusters Score -610079.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -610128.500000 Penalty: 4197.622070
	Iteration 20F: 3 clusters Score -610128.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -610178.562500 Penalty: 4197.622070
	Iteration 21Q: 3 clusters Score -610178.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -610232.000000 Penalty: 4197.622070
	Iteration 22Q: 3 clusters Score -610232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -610277.500000 Penalty: 4197.622070
	Iteration 23Q: 3 clusters Score -610277.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -610336.812500 Penalty: 4197.622070
	Iteration 24Q: 3 clusters Score -610336.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -610421.187500 Penalty: 4197.622070
	Iteration 25Q: 3 clusters Score -610421.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -610491.312500 Penalty: 4197.622070
	Iteration 26Q: 3 clusters Score -610491.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -610533.187500 Penalty: 4197.622070
	Iteration 27Q: 3 clusters Score -610533.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -610563.250000 Penalty: 4197.622070
	Iteration 28Q: 3 clusters Score -610563.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -610589.812500 Penalty: 4197.622070
	Iteration 29Q: 3 clusters Score -610589.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -610610.812500 Penalty: 4197.622070
	Iteration 30Q: 3 clusters Score -610610.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -610627.687500 Penalty: 4197.622070
	Iteration 31Q: 3 clusters Score -610627.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -610642.312500 Penalty: 4197.622070
	Iteration 32Q: 3 clusters Score -610642.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -610650.500000 Penalty: 4197.622070
	Iteration 33Q: 3 clusters Score -610650.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -610658.000000 Penalty: 4197.622070
	Iteration 34Q: 3 clusters Score -610658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -610666.937500 Penalty: 4197.622070
	Iteration 35Q: 3 clusters Score -610666.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -610676.687500 Penalty: 4197.622070
	Iteration 36Q: 3 clusters Score -610676.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -610686.312500 Penalty: 4197.622070
	Iteration 37Q: 3 clusters Score -610686.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -610693.250000 Penalty: 4197.622070
	Iteration 38Q: 3 clusters Score -610693.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -610698.125000 Penalty: 4197.622070
	Iteration 39Q: 3 clusters Score -610698.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -610707.625000 Penalty: 4197.622070
	Iteration 40F: 3 clusters Score -610707.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -610715.125000 Penalty: 4197.622070
	Iteration 41Q: 3 clusters Score -610715.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -610723.812500 Penalty: 4197.622070
	Iteration 42Q: 3 clusters Score -610723.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -610735.250000 Penalty: 4197.622070
	Iteration 43Q: 3 clusters Score -610735.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -610744.125000 Penalty: 4197.622070
	Iteration 44Q: 3 clusters Score -610744.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -610750.812500 Penalty: 4197.622070
	Iteration 45Q: 3 clusters Score -610750.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -610762.250000 Penalty: 4197.622070
	Iteration 46Q: 3 clusters Score -610762.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -610783.687500 Penalty: 4197.622070
	Iteration 47Q: 3 clusters Score -610783.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -610818.875000 Penalty: 4197.622070
	Iteration 48Q: 3 clusters Score -610818.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -610858.312500 Penalty: 4197.622070
	Iteration 49Q: 3 clusters Score -610858.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -610905.375000 Penalty: 4197.622070
	Iteration 50Q: 3 clusters Score -610905.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -610953.000000 Penalty: 4197.622070
	Iteration 51Q: 3 clusters Score -610953 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -610993.187500 Penalty: 4197.622070
	Iteration 52Q: 3 clusters Score -610993.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -611035.312500 Penalty: 4197.622070
	Iteration 53Q: 3 clusters Score -611035.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -611074.375000 Penalty: 4197.622070
	Iteration 54Q: 3 clusters Score -611074.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -611098.125000 Penalty: 4197.622070
	Iteration 55Q: 3 clusters Score -611098.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -611117.062500 Penalty: 4197.622070
	Iteration 56Q: 3 clusters Score -611117.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -611133.250000 Penalty: 4197.622070
	Iteration 57Q: 3 clusters Score -611133.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -611145.375000 Penalty: 4197.622070
	Iteration 58Q: 3 clusters Score -611145.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -611153.312500 Penalty: 4197.622070
	Iteration 59Q: 3 clusters Score -611153.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -611162.312500 Penalty: 4197.622070
	Iteration 60F: 3 clusters Score -611162.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -611171.625000 Penalty: 4197.622070
	Iteration 61Q: 3 clusters Score -611171.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -611180.375000 Penalty: 4197.622070
	Iteration 62Q: 3 clusters Score -611180.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -611188.562500 Penalty: 4197.622070
	Iteration 63Q: 3 clusters Score -611188.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -611197.125000 Penalty: 4197.622070
	Iteration 64Q: 3 clusters Score -611197.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -611204.187500 Penalty: 4197.622070
	Iteration 65Q: 3 clusters Score -611204.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -611207.187500 Penalty: 4197.622070
	Iteration 66Q: 3 clusters Score -611207.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -611207.937500 Penalty: 4197.622070
	Iteration 67Q: 3 clusters Score -611207.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -611210.875000 Penalty: 4197.622070
	Iteration 68Q: 3 clusters Score -611210.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -611213.375000 Penalty: 4197.622070
	Iteration 69Q: 3 clusters Score -611213.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -611215.000000 Penalty: 4197.622070
	Iteration 70Q: 3 clusters Score -611215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -611217.250000 Penalty: 4197.622070
	Iteration 71Q: 3 clusters Score -611217.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -611218.687500 Penalty: 4197.622070
	Iteration 72Q: 3 clusters Score -611218.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -611221.312500 Penalty: 4197.622070
	Iteration 73Q: 3 clusters Score -611221.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -611222.187500 Penalty: 4197.622070
	Iteration 74Q: 3 clusters Score -611222.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -611222.187500 Penalty: 4197.622070
	Iteration 75Q: 3 clusters Score -611222.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -611222.187500 Penalty: 4197.622070
	Iteration 76F: 3 clusters Score -611222.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -44362.707031 Penalty: 1495.013062
	Iteration 0F: 2 clusters Score -44362.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43046.605469 Penalty: 2990.026123
	Iteration 0F: 3 clusters Score -43046.61 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43212.933594 Penalty: 2990.026123
	Iteration 1F: 3 clusters Score -43212.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43243.851562 Penalty: 2990.026123
	Iteration 2Q: 3 clusters Score -43243.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43254.679688 Penalty: 2990.026123
	Iteration 3Q: 3 clusters Score -43254.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43259.230469 Penalty: 2990.026123
	Iteration 4Q: 3 clusters Score -43259.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43260.875000 Penalty: 2990.026123
	Iteration 5Q: 3 clusters Score -43260.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43260.875000 Penalty: 2990.026123
	Iteration 6F: 3 clusters Score -43260.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Entering Unmasked Estep 
Score: -1769521.750000 Penalty: 2369.286621
	Iteration 0F: 2 clusters Score -1769522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1759287.500000 Penalty: 4738.573242
	Iteration 0F: 3 clusters Score -1759288 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1762694.250000 Penalty: 4738.573242
	Iteration 1F: 3 clusters Score -1762694 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1763213.750000 Penalty: 4738.573242
	Iteration 2F: 3 clusters Score -1763214 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1763724.125000 Penalty: 4738.573242
	Iteration 3F: 3 clusters Score -1763724 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1764308.500000 Penalty: 4738.573242
	Iteration 4F: 3 clusters Score -1764308 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1764977.125000 Penalty: 4738.573242
	Iteration 5F: 3 clusters Score -1764977 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1765725.250000 Penalty: 4738.573242
	Iteration 6F: 3 clusters Score -1765725 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1766435.375000 Penalty: 4738.573242
	Iteration 7F: 3 clusters Score -1766435 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1767053.125000 Penalty: 4738.573242
	Iteration 8F: 3 clusters Score -1767053 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1767466.125000 Penalty: 4738.573242
	Iteration 9Q: 3 clusters Score -1767466 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1767699.125000 Penalty: 4738.573242
	Iteration 10Q: 3 clusters Score -1767699 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1767815.875000 Penalty: 4738.573242
	Iteration 11Q: 3 clusters Score -1767816 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1767878.375000 Penalty: 4738.573242
	Iteration 12Q: 3 clusters Score -1767878 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1767908.375000 Penalty: 4738.573242
	Iteration 13Q: 3 clusters Score -1767908 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1767928.250000 Penalty: 4738.573242
	Iteration 14Q: 3 clusters Score -1767928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1767936.125000 Penalty: 4738.573242
	Iteration 15Q: 3 clusters Score -1767936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1767940.625000 Penalty: 4738.573242
	Iteration 16Q: 3 clusters Score -1767941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1767940.500000 Penalty: 4738.573242
	Iteration 17Q: 3 clusters Score -1767940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1767945.375000 Penalty: 4738.573242
	Iteration 18Q: 3 clusters Score -1767945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1767948.125000 Penalty: 4738.573242
	Iteration 19Q: 3 clusters Score -1767948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1767949.125000 Penalty: 4738.573242
	Iteration 20F: 3 clusters Score -1767949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1767951.375000 Penalty: 4738.573242
	Iteration 21Q: 3 clusters Score -1767951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1767952.250000 Penalty: 4738.573242
	Iteration 22Q: 3 clusters Score -1767952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1767955.250000 Penalty: 4738.573242
	Iteration 23Q: 3 clusters Score -1767955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1767953.375000 Penalty: 4738.573242
	Iteration 24Q: 3 clusters Score -1767953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1767956.875000 Penalty: 4738.573242
	Iteration 25Q: 3 clusters Score -1767957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1767954.875000 Penalty: 4738.573242
	Iteration 26Q: 3 clusters Score -1767955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1767954.000000 Penalty: 4738.573242
	Iteration 27Q: 3 clusters Score -1767954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1767954.875000 Penalty: 4738.573242
	Iteration 28Q: 3 clusters Score -1767955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1767953.000000 Penalty: 4738.573242
	Iteration 29Q: 3 clusters Score -1767953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1767954.625000 Penalty: 4738.573242
	Iteration 30Q: 3 clusters Score -1767955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1767955.125000 Penalty: 4738.573242
	Iteration 31Q: 3 clusters Score -1767955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1767956.000000 Penalty: 4738.573242
	Iteration 32Q: 3 clusters Score -1767956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1767956.000000 Penalty: 4738.573242
	Iteration 33F: 3 clusters Score -1767956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Entering Unmasked Estep 
Score: -866369.812500 Penalty: 2197.790527
	Iteration 0F: 2 clusters Score -866369.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -860591.437500 Penalty: 4395.581055
	Iteration 0F: 3 clusters Score -860591.4 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -862171.937500 Penalty: 4395.581055
	Iteration 1F: 3 clusters Score -862171.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -862524.437500 Penalty: 4395.581055
	Iteration 2F: 3 clusters Score -862524.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -862749.250000 Penalty: 4395.581055
	Iteration 3F: 3 clusters Score -862749.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -862894.437500 Penalty: 4395.581055
	Iteration 4Q: 3 clusters Score -862894.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -863024.812500 Penalty: 4395.581055
	Iteration 5Q: 3 clusters Score -863024.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -863147.125000 Penalty: 4395.581055
	Iteration 6Q: 3 clusters Score -863147.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -863223.000000 Penalty: 4395.581055
	Iteration 7Q: 3 clusters Score -863223 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -863273.562500 Penalty: 4395.581055
	Iteration 8Q: 3 clusters Score -863273.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -863325.625000 Penalty: 4395.581055
	Iteration 9Q: 3 clusters Score -863325.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -863371.875000 Penalty: 4395.581055
	Iteration 10Q: 3 clusters Score -863371.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -863418.625000 Penalty: 4395.581055
	Iteration 11Q: 3 clusters Score -863418.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -863465.562500 Penalty: 4395.581055
	Iteration 12Q: 3 clusters Score -863465.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -863516.937500 Penalty: 4395.581055
	Iteration 13Q: 3 clusters Score -863516.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -863562.187500 Penalty: 4395.581055
	Iteration 14Q: 3 clusters Score -863562.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -863610.312500 Penalty: 4395.581055
	Iteration 15Q: 3 clusters Score -863610.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -863666.625000 Penalty: 4395.581055
	Iteration 16Q: 3 clusters Score -863666.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -863721.750000 Penalty: 4395.581055
	Iteration 17Q: 3 clusters Score -863721.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -863772.312500 Penalty: 4395.581055
	Iteration 18Q: 3 clusters Score -863772.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -863822.875000 Penalty: 4395.581055
	Iteration 19Q: 3 clusters Score -863822.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -863863.625000 Penalty: 4395.581055
	Iteration 20F: 3 clusters Score -863863.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -863905.562500 Penalty: 4395.581055
	Iteration 21Q: 3 clusters Score -863905.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -863954.375000 Penalty: 4395.581055
	Iteration 22Q: 3 clusters Score -863954.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -863991.875000 Penalty: 4395.581055
	Iteration 23Q: 3 clusters Score -863991.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -864024.937500 Penalty: 4395.581055
	Iteration 24Q: 3 clusters Score -864024.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -864057.562500 Penalty: 4395.581055
	Iteration 25Q: 3 clusters Score -864057.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -864090.687500 Penalty: 4395.581055
	Iteration 26Q: 3 clusters Score -864090.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -864125.125000 Penalty: 4395.581055
	Iteration 27Q: 3 clusters Score -864125.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -864164.375000 Penalty: 4395.581055
	Iteration 28Q: 3 clusters Score -864164.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -864192.125000 Penalty: 4395.581055
	Iteration 29Q: 3 clusters Score -864192.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -864218.125000 Penalty: 4395.581055
	Iteration 30Q: 3 clusters Score -864218.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -864255.562500 Penalty: 4395.581055
	Iteration 31Q: 3 clusters Score -864255.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -864296.750000 Penalty: 4395.581055
	Iteration 32Q: 3 clusters Score -864296.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -864333.625000 Penalty: 4395.581055
	Iteration 33Q: 3 clusters Score -864333.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -864367.062500 Penalty: 4395.581055
	Iteration 34Q: 3 clusters Score -864367.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -864400.125000 Penalty: 4395.581055
	Iteration 35Q: 3 clusters Score -864400.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -864450.937500 Penalty: 4395.581055
	Iteration 36Q: 3 clusters Score -864450.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -864499.687500 Penalty: 4395.581055
	Iteration 37Q: 3 clusters Score -864499.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -864546.187500 Penalty: 4395.581055
	Iteration 38Q: 3 clusters Score -864546.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -864586.750000 Penalty: 4395.581055
	Iteration 39Q: 3 clusters Score -864586.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -864632.312500 Penalty: 4395.581055
	Iteration 40F: 3 clusters Score -864632.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -864674.500000 Penalty: 4395.581055
	Iteration 41Q: 3 clusters Score -864674.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -864724.875000 Penalty: 4395.581055
	Iteration 42Q: 3 clusters Score -864724.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -864772.750000 Penalty: 4395.581055
	Iteration 43Q: 3 clusters Score -864772.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -864837.875000 Penalty: 4395.581055
	Iteration 44Q: 3 clusters Score -864837.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -864891.687500 Penalty: 4395.581055
	Iteration 45Q: 3 clusters Score -864891.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -864939.062500 Penalty: 4395.581055
	Iteration 46Q: 3 clusters Score -864939.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -864997.125000 Penalty: 4395.581055
	Iteration 47Q: 3 clusters Score -864997.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -865054.562500 Penalty: 4395.581055
	Iteration 48Q: 3 clusters Score -865054.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -865101.937500 Penalty: 4395.581055
	Iteration 49Q: 3 clusters Score -865101.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -865157.562500 Penalty: 4395.581055
	Iteration 50Q: 3 clusters Score -865157.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -865204.625000 Penalty: 4395.581055
	Iteration 51Q: 3 clusters Score -865204.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -865271.500000 Penalty: 4395.581055
	Iteration 52Q: 3 clusters Score -865271.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -865344.250000 Penalty: 4395.581055
	Iteration 53Q: 3 clusters Score -865344.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -865410.937500 Penalty: 4395.581055
	Iteration 54Q: 3 clusters Score -865410.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -865471.000000 Penalty: 4395.581055
	Iteration 55Q: 3 clusters Score -865471 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -865523.750000 Penalty: 4395.581055
	Iteration 56Q: 3 clusters Score -865523.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -865558.187500 Penalty: 4395.581055
	Iteration 57Q: 3 clusters Score -865558.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -865620.687500 Penalty: 4395.581055
	Iteration 58Q: 3 clusters Score -865620.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -865665.375000 Penalty: 4395.581055
	Iteration 59Q: 3 clusters Score -865665.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -865758.312500 Penalty: 4395.581055
	Iteration 60F: 3 clusters Score -865758.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -865806.062500 Penalty: 4395.581055
	Iteration 61Q: 3 clusters Score -865806.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -865842.875000 Penalty: 4395.581055
	Iteration 62Q: 3 clusters Score -865842.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -865882.000000 Penalty: 4395.581055
	Iteration 63Q: 3 clusters Score -865882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -865910.812500 Penalty: 4395.581055
	Iteration 64Q: 3 clusters Score -865910.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -865928.375000 Penalty: 4395.581055
	Iteration 65Q: 3 clusters Score -865928.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -865938.000000 Penalty: 4395.581055
	Iteration 66Q: 3 clusters Score -865938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -865938.000000 Penalty: 4395.581055
	Iteration 67Q: 3 clusters Score -865938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -865939.875000 Penalty: 4395.581055
	Iteration 68Q: 3 clusters Score -865939.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -865939.875000 Penalty: 4395.581055
	Iteration 69F: 3 clusters Score -865939.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Entering Unmasked Estep 
Score: -1168189.875000 Penalty: 2294.486572
	Iteration 0F: 2 clusters Score -1168190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1160331.000000 Penalty: 4588.973145
	Iteration 0F: 3 clusters Score -1160331 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1162904.375000 Penalty: 4588.973145
	Iteration 1F: 3 clusters Score -1162904 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1163523.750000 Penalty: 4588.973145
	Iteration 2F: 3 clusters Score -1163524 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1164080.250000 Penalty: 4588.973145
	Iteration 3F: 3 clusters Score -1164080 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1164567.000000 Penalty: 4588.973145
	Iteration 4F: 3 clusters Score -1164567 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1164946.625000 Penalty: 4588.973145
	Iteration 5F: 3 clusters Score -1164947 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1165289.875000 Penalty: 4588.973145
	Iteration 6F: 3 clusters Score -1165290 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1165548.875000 Penalty: 4588.973145
	Iteration 7Q: 3 clusters Score -1165549 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1165725.500000 Penalty: 4588.973145
	Iteration 8Q: 3 clusters Score -1165726 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1165897.250000 Penalty: 4588.973145
	Iteration 9Q: 3 clusters Score -1165897 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1166029.875000 Penalty: 4588.973145
	Iteration 10Q: 3 clusters Score -1166030 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1166183.750000 Penalty: 4588.973145
	Iteration 11Q: 3 clusters Score -1166184 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1166286.750000 Penalty: 4588.973145
	Iteration 12Q: 3 clusters Score -1166287 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1166373.000000 Penalty: 4588.973145
	Iteration 13Q: 3 clusters Score -1166373 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1166427.125000 Penalty: 4588.973145
	Iteration 14Q: 3 clusters Score -1166427 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1166468.250000 Penalty: 4588.973145
	Iteration 15Q: 3 clusters Score -1166468 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1166501.375000 Penalty: 4588.973145
	Iteration 16Q: 3 clusters Score -1166501 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1166531.375000 Penalty: 4588.973145
	Iteration 17Q: 3 clusters Score -1166531 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1166553.000000 Penalty: 4588.973145
	Iteration 18Q: 3 clusters Score -1166553 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1166570.000000 Penalty: 4588.973145
	Iteration 19Q: 3 clusters Score -1166570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1166588.625000 Penalty: 4588.973145
	Iteration 20F: 3 clusters Score -1166589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1166596.000000 Penalty: 4588.973145
	Iteration 21Q: 3 clusters Score -1166596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1166611.875000 Penalty: 4588.973145
	Iteration 22Q: 3 clusters Score -1166612 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1166625.000000 Penalty: 4588.973145
	Iteration 23Q: 3 clusters Score -1166625 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1166630.750000 Penalty: 4588.973145
	Iteration 24Q: 3 clusters Score -1166631 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1166641.125000 Penalty: 4588.973145
	Iteration 25Q: 3 clusters Score -1166641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1166648.125000 Penalty: 4588.973145
	Iteration 26Q: 3 clusters Score -1166648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1166654.000000 Penalty: 4588.973145
	Iteration 27Q: 3 clusters Score -1166654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1166661.375000 Penalty: 4588.973145
	Iteration 28Q: 3 clusters Score -1166661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1166666.625000 Penalty: 4588.973145
	Iteration 29Q: 3 clusters Score -1166667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1166672.625000 Penalty: 4588.973145
	Iteration 30Q: 3 clusters Score -1166673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1166673.000000 Penalty: 4588.973145
	Iteration 31Q: 3 clusters Score -1166673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1166680.375000 Penalty: 4588.973145
	Iteration 32Q: 3 clusters Score -1166680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1166684.625000 Penalty: 4588.973145
	Iteration 33Q: 3 clusters Score -1166685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1166687.750000 Penalty: 4588.973145
	Iteration 34Q: 3 clusters Score -1166688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1166693.250000 Penalty: 4588.973145
	Iteration 35Q: 3 clusters Score -1166693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1166696.875000 Penalty: 4588.973145
	Iteration 36Q: 3 clusters Score -1166697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1166701.875000 Penalty: 4588.973145
	Iteration 37Q: 3 clusters Score -1166702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1166704.250000 Penalty: 4588.973145
	Iteration 38Q: 3 clusters Score -1166704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1166708.625000 Penalty: 4588.973145
	Iteration 39Q: 3 clusters Score -1166709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1166709.500000 Penalty: 4588.973145
	Iteration 40F: 3 clusters Score -1166710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1166712.000000 Penalty: 4588.973145
	Iteration 41Q: 3 clusters Score -1166712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1166715.250000 Penalty: 4588.973145
	Iteration 42Q: 3 clusters Score -1166715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1166717.000000 Penalty: 4588.973145
	Iteration 43Q: 3 clusters Score -1166717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1166719.750000 Penalty: 4588.973145
	Iteration 44Q: 3 clusters Score -1166720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1166718.625000 Penalty: 4588.973145
	Iteration 45Q: 3 clusters Score -1166719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1166723.000000 Penalty: 4588.973145
	Iteration 46Q: 3 clusters Score -1166723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1166724.125000 Penalty: 4588.973145
	Iteration 47Q: 3 clusters Score -1166724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1166724.375000 Penalty: 4588.973145
	Iteration 48Q: 3 clusters Score -1166724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1166726.875000 Penalty: 4588.973145
	Iteration 49Q: 3 clusters Score -1166727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1166732.000000 Penalty: 4588.973145
	Iteration 50Q: 3 clusters Score -1166732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1166731.125000 Penalty: 4588.973145
	Iteration 51Q: 3 clusters Score -1166731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1166736.375000 Penalty: 4588.973145
	Iteration 52Q: 3 clusters Score -1166736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1166741.125000 Penalty: 4588.973145
	Iteration 53Q: 3 clusters Score -1166741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1166745.500000 Penalty: 4588.973145
	Iteration 54Q: 3 clusters Score -1166746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1166755.625000 Penalty: 4588.973145
	Iteration 55Q: 3 clusters Score -1166756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1166761.625000 Penalty: 4588.973145
	Iteration 56Q: 3 clusters Score -1166762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1166767.375000 Penalty: 4588.973145
	Iteration 57Q: 3 clusters Score -1166767 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1166774.625000 Penalty: 4588.973145
	Iteration 58Q: 3 clusters Score -1166775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1166784.875000 Penalty: 4588.973145
	Iteration 59Q: 3 clusters Score -1166785 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1166800.625000 Penalty: 4588.973145
	Iteration 60F: 3 clusters Score -1166801 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1166814.250000 Penalty: 4588.973145
	Iteration 61Q: 3 clusters Score -1166814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1166830.000000 Penalty: 4588.973145
	Iteration 62Q: 3 clusters Score -1166830 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1166845.250000 Penalty: 4588.973145
	Iteration 63Q: 3 clusters Score -1166845 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1166862.875000 Penalty: 4588.973145
	Iteration 64Q: 3 clusters Score -1166863 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1166879.375000 Penalty: 4588.973145
	Iteration 65Q: 3 clusters Score -1166879 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1166902.250000 Penalty: 4588.973145
	Iteration 66Q: 3 clusters Score -1166902 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1166919.125000 Penalty: 4588.973145
	Iteration 67Q: 3 clusters Score -1166919 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1166933.125000 Penalty: 4588.973145
	Iteration 68Q: 3 clusters Score -1166933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1166942.875000 Penalty: 4588.973145
	Iteration 69Q: 3 clusters Score -1166943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1166945.875000 Penalty: 4588.973145
	Iteration 70Q: 3 clusters Score -1166946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1166953.750000 Penalty: 4588.973145
	Iteration 71Q: 3 clusters Score -1166954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1166961.125000 Penalty: 4588.973145
	Iteration 72Q: 3 clusters Score -1166961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1166962.000000 Penalty: 4588.973145
	Iteration 73Q: 3 clusters Score -1166962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1166970.500000 Penalty: 4588.973145
	Iteration 74Q: 3 clusters Score -1166970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1166974.000000 Penalty: 4588.973145
	Iteration 75Q: 3 clusters Score -1166974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1166980.000000 Penalty: 4588.973145
	Iteration 76Q: 3 clusters Score -1166980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1166984.125000 Penalty: 4588.973145
	Iteration 77Q: 3 clusters Score -1166984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1166987.750000 Penalty: 4588.973145
	Iteration 78Q: 3 clusters Score -1166988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1166995.250000 Penalty: 4588.973145
	Iteration 79Q: 3 clusters Score -1166995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1166999.125000 Penalty: 4588.973145
	Iteration 80F: 3 clusters Score -1166999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1167003.750000 Penalty: 4588.973145
	Iteration 81Q: 3 clusters Score -1167004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1167006.000000 Penalty: 4588.973145
	Iteration 82Q: 3 clusters Score -1167006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1167014.375000 Penalty: 4588.973145
	Iteration 83Q: 3 clusters Score -1167014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1167020.375000 Penalty: 4588.973145
	Iteration 84Q: 3 clusters Score -1167020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1167016.625000 Penalty: 4588.973145
	Iteration 85Q: 3 clusters Score -1167017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1167019.000000 Penalty: 4588.973145
	Iteration 86Q: 3 clusters Score -1167019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1167023.500000 Penalty: 4588.973145
	Iteration 87Q: 3 clusters Score -1167024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1167019.750000 Penalty: 4588.973145
	Iteration 88Q: 3 clusters Score -1167020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1167023.500000 Penalty: 4588.973145
	Iteration 89Q: 3 clusters Score -1167024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1167024.000000 Penalty: 4588.973145
	Iteration 90Q: 3 clusters Score -1167024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1167030.875000 Penalty: 4588.973145
	Iteration 91Q: 3 clusters Score -1167031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1167030.500000 Penalty: 4588.973145
	Iteration 92Q: 3 clusters Score -1167030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1167031.250000 Penalty: 4588.973145
	Iteration 93Q: 3 clusters Score -1167031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1167031.125000 Penalty: 4588.973145
	Iteration 94Q: 3 clusters Score -1167031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1167032.000000 Penalty: 4588.973145
	Iteration 95Q: 3 clusters Score -1167032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1167039.500000 Penalty: 4588.973145
	Iteration 96Q: 3 clusters Score -1167040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1167038.500000 Penalty: 4588.973145
	Iteration 97Q: 3 clusters Score -1167038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1167036.625000 Penalty: 4588.973145
	Iteration 98Q: 3 clusters Score -1167037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1167036.875000 Penalty: 4588.973145
	Iteration 99Q: 3 clusters Score -1167037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1167040.250000 Penalty: 4588.973145
	Iteration 100F: 3 clusters Score -1167040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1167041.750000 Penalty: 4588.973145
	Iteration 101Q: 3 clusters Score -1167042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1167041.750000 Penalty: 4588.973145
	Iteration 102F: 3 clusters Score -1167042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Entering Unmasked Estep 
Score: -1907075.750000 Penalty: 2377.285156
	Iteration 0F: 2 clusters Score -1907076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1896544.750000 Penalty: 4754.570312
	Iteration 0F: 3 clusters Score -1896545 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1899890.625000 Penalty: 4754.570312
	Iteration 1F: 3 clusters Score -1899891 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1900337.125000 Penalty: 4754.570312
	Iteration 2F: 3 clusters Score -1900337 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1900724.125000 Penalty: 4754.570312
	Iteration 3F: 3 clusters Score -1900724 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1901093.875000 Penalty: 4754.570312
	Iteration 4F: 3 clusters Score -1901094 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1901481.375000 Penalty: 4754.570312
	Iteration 5Q: 3 clusters Score -1901481 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1901948.375000 Penalty: 4754.570312
	Iteration 6F: 3 clusters Score -1901948 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1902482.250000 Penalty: 4754.570312
	Iteration 7F: 3 clusters Score -1902482 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1902984.875000 Penalty: 4754.570312
	Iteration 8F: 3 clusters Score -1902985 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1903410.500000 Penalty: 4754.570312
	Iteration 9Q: 3 clusters Score -1903410 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1903784.375000 Penalty: 4754.570312
	Iteration 10Q: 3 clusters Score -1903784 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1904066.750000 Penalty: 4754.570312
	Iteration 11Q: 3 clusters Score -1904067 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1904310.625000 Penalty: 4754.570312
	Iteration 12Q: 3 clusters Score -1904311 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1904491.000000 Penalty: 4754.570312
	Iteration 13Q: 3 clusters Score -1904491 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1904613.375000 Penalty: 4754.570312
	Iteration 14Q: 3 clusters Score -1904613 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1904704.750000 Penalty: 4754.570312
	Iteration 15Q: 3 clusters Score -1904705 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1904773.500000 Penalty: 4754.570312
	Iteration 16Q: 3 clusters Score -1904774 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1904827.375000 Penalty: 4754.570312
	Iteration 17Q: 3 clusters Score -1904827 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1904869.000000 Penalty: 4754.570312
	Iteration 18Q: 3 clusters Score -1904869 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1904899.875000 Penalty: 4754.570312
	Iteration 19Q: 3 clusters Score -1904900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1904920.750000 Penalty: 4754.570312
	Iteration 20F: 3 clusters Score -1904921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1904939.625000 Penalty: 4754.570312
	Iteration 21Q: 3 clusters Score -1904940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1904956.750000 Penalty: 4754.570312
	Iteration 22Q: 3 clusters Score -1904957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1904979.000000 Penalty: 4754.570312
	Iteration 23Q: 3 clusters Score -1904979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1904985.625000 Penalty: 4754.570312
	Iteration 24Q: 3 clusters Score -1904986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1904994.625000 Penalty: 4754.570312
	Iteration 25Q: 3 clusters Score -1904995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1904999.875000 Penalty: 4754.570312
	Iteration 26Q: 3 clusters Score -1905000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1905004.750000 Penalty: 4754.570312
	Iteration 27Q: 3 clusters Score -1905005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1905008.250000 Penalty: 4754.570312
	Iteration 28Q: 3 clusters Score -1905008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1905015.625000 Penalty: 4754.570312
	Iteration 29Q: 3 clusters Score -1905016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1905021.250000 Penalty: 4754.570312
	Iteration 30Q: 3 clusters Score -1905021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1905029.000000 Penalty: 4754.570312
	Iteration 31Q: 3 clusters Score -1905029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1905033.500000 Penalty: 4754.570312
	Iteration 32Q: 3 clusters Score -1905034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1905036.375000 Penalty: 4754.570312
	Iteration 33Q: 3 clusters Score -1905036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1905036.375000 Penalty: 4754.570312
	Iteration 34Q: 3 clusters Score -1905036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1905038.750000 Penalty: 4754.570312
	Iteration 35Q: 3 clusters Score -1905039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1905036.500000 Penalty: 4754.570312
	Iteration 36Q: 3 clusters Score -1905036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1905042.625000 Penalty: 4754.570312
	Iteration 37Q: 3 clusters Score -1905043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1905046.750000 Penalty: 4754.570312
	Iteration 38Q: 3 clusters Score -1905047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1905049.375000 Penalty: 4754.570312
	Iteration 39Q: 3 clusters Score -1905049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1905051.625000 Penalty: 4754.570312
	Iteration 40F: 3 clusters Score -1905052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1905053.625000 Penalty: 4754.570312
	Iteration 41Q: 3 clusters Score -1905054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1905054.750000 Penalty: 4754.570312
	Iteration 42Q: 3 clusters Score -1905055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1905058.375000 Penalty: 4754.570312
	Iteration 43Q: 3 clusters Score -1905058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1905057.875000 Penalty: 4754.570312
	Iteration 44Q: 3 clusters Score -1905058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1905059.000000 Penalty: 4754.570312
	Iteration 45Q: 3 clusters Score -1905059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1905061.375000 Penalty: 4754.570312
	Iteration 46Q: 3 clusters Score -1905061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1905061.500000 Penalty: 4754.570312
	Iteration 47Q: 3 clusters Score -1905062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1905061.500000 Penalty: 4754.570312
	Iteration 48F: 3 clusters Score -1905062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Entering Unmasked Estep 
Score: -356395.781250 Penalty: 1961.462280
	Iteration 0F: 2 clusters Score -356395.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -353277.468750 Penalty: 3922.924561
	Iteration 0F: 3 clusters Score -353277.5 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -353895.937500 Penalty: 3922.924561
	Iteration 1F: 3 clusters Score -353895.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -354029.906250 Penalty: 3922.924561
	Iteration 2F: 3 clusters Score -354029.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -354091.187500 Penalty: 3922.924561
	Iteration 3Q: 3 clusters Score -354091.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -354126.281250 Penalty: 3922.924561
	Iteration 4Q: 3 clusters Score -354126.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -354153.000000 Penalty: 3922.924561
	Iteration 5Q: 3 clusters Score -354153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -354173.375000 Penalty: 3922.924561
	Iteration 6Q: 3 clusters Score -354173.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -354191.343750 Penalty: 3922.924561
	Iteration 7Q: 3 clusters Score -354191.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -354211.781250 Penalty: 3922.924561
	Iteration 8Q: 3 clusters Score -354211.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -354230.468750 Penalty: 3922.924561
	Iteration 9Q: 3 clusters Score -354230.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -354249.281250 Penalty: 3922.924561
	Iteration 10Q: 3 clusters Score -354249.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -354259.281250 Penalty: 3922.924561
	Iteration 11Q: 3 clusters Score -354259.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -354268.937500 Penalty: 3922.924561
	Iteration 12Q: 3 clusters Score -354268.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -354274.906250 Penalty: 3922.924561
	Iteration 13Q: 3 clusters Score -354274.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -354281.906250 Penalty: 3922.924561
	Iteration 14Q: 3 clusters Score -354281.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -354284.843750 Penalty: 3922.924561
	Iteration 15Q: 3 clusters Score -354284.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -354287.000000 Penalty: 3922.924561
	Iteration 16Q: 3 clusters Score -354287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -354288.531250 Penalty: 3922.924561
	Iteration 17Q: 3 clusters Score -354288.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -354290.312500 Penalty: 3922.924561
	Iteration 18Q: 3 clusters Score -354290.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -354294.093750 Penalty: 3922.924561
	Iteration 19Q: 3 clusters Score -354294.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -354297.968750 Penalty: 3922.924561
	Iteration 20F: 3 clusters Score -354298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -354304.531250 Penalty: 3922.924561
	Iteration 21Q: 3 clusters Score -354304.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -354310.500000 Penalty: 3922.924561
	Iteration 22Q: 3 clusters Score -354310.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -354317.187500 Penalty: 3922.924561
	Iteration 23Q: 3 clusters Score -354317.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -354323.875000 Penalty: 3922.924561
	Iteration 24Q: 3 clusters Score -354323.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -354327.656250 Penalty: 3922.924561
	Iteration 25Q: 3 clusters Score -354327.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -354332.062500 Penalty: 3922.924561
	Iteration 26Q: 3 clusters Score -354332.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -354337.906250 Penalty: 3922.924561
	Iteration 27Q: 3 clusters Score -354337.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -354340.656250 Penalty: 3922.924561
	Iteration 28Q: 3 clusters Score -354340.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -354342.593750 Penalty: 3922.924561
	Iteration 29Q: 3 clusters Score -354342.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -354344.750000 Penalty: 3922.924561
	Iteration 30Q: 3 clusters Score -354344.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -354346.156250 Penalty: 3922.924561
	Iteration 31Q: 3 clusters Score -354346.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -354348.281250 Penalty: 3922.924561
	Iteration 32Q: 3 clusters Score -354348.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -354350.000000 Penalty: 3922.924561
	Iteration 33Q: 3 clusters Score -354350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -354351.343750 Penalty: 3922.924561
	Iteration 34Q: 3 clusters Score -354351.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -354354.156250 Penalty: 3922.924561
	Iteration 35Q: 3 clusters Score -354354.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -354356.875000 Penalty: 3922.924561
	Iteration 36Q: 3 clusters Score -354356.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -354357.562500 Penalty: 3922.924561
	Iteration 37Q: 3 clusters Score -354357.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -354357.843750 Penalty: 3922.924561
	Iteration 38Q: 3 clusters Score -354357.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -354357.968750 Penalty: 3922.924561
	Iteration 39Q: 3 clusters Score -354358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -354359.468750 Penalty: 3922.924561
	Iteration 40F: 3 clusters Score -354359.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -354361.343750 Penalty: 3922.924561
	Iteration 41Q: 3 clusters Score -354361.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -354362.843750 Penalty: 3922.924561
	Iteration 42Q: 3 clusters Score -354362.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -354364.687500 Penalty: 3922.924561
	Iteration 43Q: 3 clusters Score -354364.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -354367.437500 Penalty: 3922.924561
	Iteration 44Q: 3 clusters Score -354367.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -354367.187500 Penalty: 3922.924561
	Iteration 45Q: 3 clusters Score -354367.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -354368.250000 Penalty: 3922.924561
	Iteration 46Q: 3 clusters Score -354368.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -354368.843750 Penalty: 3922.924561
	Iteration 47Q: 3 clusters Score -354368.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -354369.343750 Penalty: 3922.924561
	Iteration 48Q: 3 clusters Score -354369.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -354370.781250 Penalty: 3922.924561
	Iteration 49Q: 3 clusters Score -354370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -354373.218750 Penalty: 3922.924561
	Iteration 50Q: 3 clusters Score -354373.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -354375.000000 Penalty: 3922.924561
	Iteration 51Q: 3 clusters Score -354375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -354375.937500 Penalty: 3922.924561
	Iteration 52Q: 3 clusters Score -354375.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -354377.375000 Penalty: 3922.924561
	Iteration 53Q: 3 clusters Score -354377.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -354377.375000 Penalty: 3922.924561
	Iteration 54F: 3 clusters Score -354377.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Entering Unmasked Estep 
Score: -214437.156250 Penalty: 1854.866333
	Iteration 0F: 2 clusters Score -214437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -211952.875000 Penalty: 3709.732666
	Iteration 0F: 3 clusters Score -211952.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -212381.281250 Penalty: 3709.732666
	Iteration 1F: 3 clusters Score -212381.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -212522.375000 Penalty: 3709.732666
	Iteration 2F: 3 clusters Score -212522.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -212613.468750 Penalty: 3709.732666
	Iteration 3Q: 3 clusters Score -212613.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -212684.062500 Penalty: 3709.732666
	Iteration 4Q: 3 clusters Score -212684.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -212759.546875 Penalty: 3709.732666
	Iteration 5Q: 3 clusters Score -212759.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -212811.765625 Penalty: 3709.732666
	Iteration 6Q: 3 clusters Score -212811.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -212855.796875 Penalty: 3709.732666
	Iteration 7Q: 3 clusters Score -212855.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -212894.765625 Penalty: 3709.732666
	Iteration 8Q: 3 clusters Score -212894.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -212922.609375 Penalty: 3709.732666
	Iteration 9Q: 3 clusters Score -212922.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -212950.109375 Penalty: 3709.732666
	Iteration 10Q: 3 clusters Score -212950.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -212972.562500 Penalty: 3709.732666
	Iteration 11Q: 3 clusters Score -212972.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -212987.671875 Penalty: 3709.732666
	Iteration 12Q: 3 clusters Score -212987.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -212993.390625 Penalty: 3709.732666
	Iteration 13Q: 3 clusters Score -212993.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -213000.906250 Penalty: 3709.732666
	Iteration 14Q: 3 clusters Score -213000.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -213007.078125 Penalty: 3709.732666
	Iteration 15Q: 3 clusters Score -213007.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -213012.515625 Penalty: 3709.732666
	Iteration 16Q: 3 clusters Score -213012.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -213022.515625 Penalty: 3709.732666
	Iteration 17Q: 3 clusters Score -213022.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -213030.437500 Penalty: 3709.732666
	Iteration 18Q: 3 clusters Score -213030.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -213038.156250 Penalty: 3709.732666
	Iteration 19Q: 3 clusters Score -213038.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -213040.656250 Penalty: 3709.732666
	Iteration 20F: 3 clusters Score -213040.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -213045.703125 Penalty: 3709.732666
	Iteration 21Q: 3 clusters Score -213045.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -213049.312500 Penalty: 3709.732666
	Iteration 22Q: 3 clusters Score -213049.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -213049.656250 Penalty: 3709.732666
	Iteration 23Q: 3 clusters Score -213049.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -213049.656250 Penalty: 3709.732666
	Iteration 24F: 3 clusters Score -213049.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Entering Unmasked Estep 
Score: -1925175.375000 Penalty: 2396.267822
	Iteration 0F: 2 clusters Score -1925175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1913846.000000 Penalty: 4792.535645
	Iteration 0F: 3 clusters Score -1913846 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1917495.375000 Penalty: 4792.535645
	Iteration 1F: 3 clusters Score -1917495 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1917889.250000 Penalty: 4792.535645
	Iteration 2F: 3 clusters Score -1917889 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1918256.250000 Penalty: 4792.535645
	Iteration 3F: 3 clusters Score -1918256 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1918581.750000 Penalty: 4792.535645
	Iteration 4Q: 3 clusters Score -1918582 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1918918.375000 Penalty: 4792.535645
	Iteration 5Q: 3 clusters Score -1918918 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1919213.875000 Penalty: 4792.535645
	Iteration 6Q: 3 clusters Score -1919214 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1919528.750000 Penalty: 4792.535645
	Iteration 7Q: 3 clusters Score -1919529 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1919871.375000 Penalty: 4792.535645
	Iteration 8Q: 3 clusters Score -1919871 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1920255.875000 Penalty: 4792.535645
	Iteration 9Q: 3 clusters Score -1920256 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1920658.750000 Penalty: 4792.535645
	Iteration 10Q: 3 clusters Score -1920659 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1921101.500000 Penalty: 4792.535645
	Iteration 11Q: 3 clusters Score -1921102 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1921463.750000 Penalty: 4792.535645
	Iteration 12Q: 3 clusters Score -1921464 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1921749.625000 Penalty: 4792.535645
	Iteration 13Q: 3 clusters Score -1921750 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1921967.750000 Penalty: 4792.535645
	Iteration 14Q: 3 clusters Score -1921968 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1922137.125000 Penalty: 4792.535645
	Iteration 15Q: 3 clusters Score -1922137 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1922286.000000 Penalty: 4792.535645
	Iteration 16Q: 3 clusters Score -1922286 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1922388.500000 Penalty: 4792.535645
	Iteration 17Q: 3 clusters Score -1922388 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1922473.875000 Penalty: 4792.535645
	Iteration 18Q: 3 clusters Score -1922474 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1922572.625000 Penalty: 4792.535645
	Iteration 19Q: 3 clusters Score -1922573 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1922642.750000 Penalty: 4792.535645
	Iteration 20F: 3 clusters Score -1922643 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1922711.375000 Penalty: 4792.535645
	Iteration 21Q: 3 clusters Score -1922711 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1922788.500000 Penalty: 4792.535645
	Iteration 22Q: 3 clusters Score -1922788 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1922850.250000 Penalty: 4792.535645
	Iteration 23Q: 3 clusters Score -1922850 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1922902.500000 Penalty: 4792.535645
	Iteration 24Q: 3 clusters Score -1922902 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1922945.500000 Penalty: 4792.535645
	Iteration 25Q: 3 clusters Score -1922946 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1922995.375000 Penalty: 4792.535645
	Iteration 26Q: 3 clusters Score -1922995 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1923017.750000 Penalty: 4792.535645
	Iteration 27Q: 3 clusters Score -1923018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1923039.250000 Penalty: 4792.535645
	Iteration 28Q: 3 clusters Score -1923039 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1923057.750000 Penalty: 4792.535645
	Iteration 29Q: 3 clusters Score -1923058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1923080.500000 Penalty: 4792.535645
	Iteration 30Q: 3 clusters Score -1923080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1923100.125000 Penalty: 4792.535645
	Iteration 31Q: 3 clusters Score -1923100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1923116.000000 Penalty: 4792.535645
	Iteration 32Q: 3 clusters Score -1923116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1923137.375000 Penalty: 4792.535645
	Iteration 33Q: 3 clusters Score -1923137 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1923152.750000 Penalty: 4792.535645
	Iteration 34Q: 3 clusters Score -1923153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1923163.750000 Penalty: 4792.535645
	Iteration 35Q: 3 clusters Score -1923164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1923177.875000 Penalty: 4792.535645
	Iteration 36Q: 3 clusters Score -1923178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1923188.000000 Penalty: 4792.535645
	Iteration 37Q: 3 clusters Score -1923188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1923203.875000 Penalty: 4792.535645
	Iteration 38Q: 3 clusters Score -1923204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1923206.875000 Penalty: 4792.535645
	Iteration 39Q: 3 clusters Score -1923207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1923217.000000 Penalty: 4792.535645
	Iteration 40F: 3 clusters Score -1923217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1923224.250000 Penalty: 4792.535645
	Iteration 41Q: 3 clusters Score -1923224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1923235.375000 Penalty: 4792.535645
	Iteration 42Q: 3 clusters Score -1923235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1923245.500000 Penalty: 4792.535645
	Iteration 43Q: 3 clusters Score -1923246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1923251.750000 Penalty: 4792.535645
	Iteration 44Q: 3 clusters Score -1923252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1923252.625000 Penalty: 4792.535645
	Iteration 45Q: 3 clusters Score -1923253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1923253.375000 Penalty: 4792.535645
	Iteration 46Q: 3 clusters Score -1923253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1923253.750000 Penalty: 4792.535645
	Iteration 47Q: 3 clusters Score -1923254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1923256.000000 Penalty: 4792.535645
	Iteration 48Q: 3 clusters Score -1923256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1923258.250000 Penalty: 4792.535645
	Iteration 49Q: 3 clusters Score -1923258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1923261.000000 Penalty: 4792.535645
	Iteration 50Q: 3 clusters Score -1923261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1923263.250000 Penalty: 4792.535645
	Iteration 51Q: 3 clusters Score -1923263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1923263.500000 Penalty: 4792.535645
	Iteration 52Q: 3 clusters Score -1923264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1923266.375000 Penalty: 4792.535645
	Iteration 53Q: 3 clusters Score -1923266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1923266.000000 Penalty: 4792.535645
	Iteration 54Q: 3 clusters Score -1923266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1923265.375000 Penalty: 4792.535645
	Iteration 55Q: 3 clusters Score -1923265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1923266.500000 Penalty: 4792.535645
	Iteration 56Q: 3 clusters Score -1923266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1923270.375000 Penalty: 4792.535645
	Iteration 57Q: 3 clusters Score -1923270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1923269.000000 Penalty: 4792.535645
	Iteration 58Q: 3 clusters Score -1923269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1923270.125000 Penalty: 4792.535645
	Iteration 59Q: 3 clusters Score -1923270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1923272.250000 Penalty: 4792.535645
	Iteration 60F: 3 clusters Score -1923272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1923270.750000 Penalty: 4792.535645
	Iteration 61Q: 3 clusters Score -1923271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1923273.125000 Penalty: 4792.535645
	Iteration 62Q: 3 clusters Score -1923273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1923274.000000 Penalty: 4792.535645
	Iteration 63Q: 3 clusters Score -1923274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1923273.500000 Penalty: 4792.535645
	Iteration 64Q: 3 clusters Score -1923274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1923277.625000 Penalty: 4792.535645
	Iteration 65Q: 3 clusters Score -1923278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1923277.000000 Penalty: 4792.535645
	Iteration 66Q: 3 clusters Score -1923277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1923277.875000 Penalty: 4792.535645
	Iteration 67Q: 3 clusters Score -1923278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1923277.250000 Penalty: 4792.535645
	Iteration 68Q: 3 clusters Score -1923277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1923277.250000 Penalty: 4792.535645
	Iteration 69F: 3 clusters Score -1923277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Entering Unmasked Estep 
Score: -1616099.750000 Penalty: 2344.862061
	Iteration 0F: 2 clusters Score -1616100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1606633.500000 Penalty: 4689.724121
	Iteration 0F: 3 clusters Score -1606634 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1609564.750000 Penalty: 4689.724121
	Iteration 1F: 3 clusters Score -1609565 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1609904.750000 Penalty: 4689.724121
	Iteration 2F: 3 clusters Score -1609905 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1610245.625000 Penalty: 4689.724121
	Iteration 3F: 3 clusters Score -1610246 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1610552.375000 Penalty: 4689.724121
	Iteration 4Q: 3 clusters Score -1610552 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1610963.875000 Penalty: 4689.724121
	Iteration 5Q: 3 clusters Score -1610964 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1611425.500000 Penalty: 4689.724121
	Iteration 6F: 3 clusters Score -1611426 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1611960.250000 Penalty: 4689.724121
	Iteration 7F: 3 clusters Score -1611960 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1612422.750000 Penalty: 4689.724121
	Iteration 8F: 3 clusters Score -1612423 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1612822.250000 Penalty: 4689.724121
	Iteration 9Q: 3 clusters Score -1612822 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1613177.250000 Penalty: 4689.724121
	Iteration 10Q: 3 clusters Score -1613177 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1613446.875000 Penalty: 4689.724121
	Iteration 11Q: 3 clusters Score -1613447 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1613662.875000 Penalty: 4689.724121
	Iteration 12Q: 3 clusters Score -1613663 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1613804.125000 Penalty: 4689.724121
	Iteration 13Q: 3 clusters Score -1613804 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1613911.375000 Penalty: 4689.724121
	Iteration 14Q: 3 clusters Score -1613911 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1614006.375000 Penalty: 4689.724121
	Iteration 15Q: 3 clusters Score -1614006 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1614106.125000 Penalty: 4689.724121
	Iteration 16Q: 3 clusters Score -1614106 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1614196.250000 Penalty: 4689.724121
	Iteration 17Q: 3 clusters Score -1614196 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1614269.375000 Penalty: 4689.724121
	Iteration 18Q: 3 clusters Score -1614269 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1614333.875000 Penalty: 4689.724121
	Iteration 19Q: 3 clusters Score -1614334 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1614382.500000 Penalty: 4689.724121
	Iteration 20F: 3 clusters Score -1614382 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1614430.375000 Penalty: 4689.724121
	Iteration 21Q: 3 clusters Score -1614430 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1614476.625000 Penalty: 4689.724121
	Iteration 22Q: 3 clusters Score -1614477 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1614513.375000 Penalty: 4689.724121
	Iteration 23Q: 3 clusters Score -1614513 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1614548.125000 Penalty: 4689.724121
	Iteration 24Q: 3 clusters Score -1614548 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1614575.625000 Penalty: 4689.724121
	Iteration 25Q: 3 clusters Score -1614576 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1614595.625000 Penalty: 4689.724121
	Iteration 26Q: 3 clusters Score -1614596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1614606.750000 Penalty: 4689.724121
	Iteration 27Q: 3 clusters Score -1614607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1614614.500000 Penalty: 4689.724121
	Iteration 28Q: 3 clusters Score -1614614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1614621.750000 Penalty: 4689.724121
	Iteration 29Q: 3 clusters Score -1614622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1614624.750000 Penalty: 4689.724121
	Iteration 30Q: 3 clusters Score -1614625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1614624.250000 Penalty: 4689.724121
	Iteration 31Q: 3 clusters Score -1614624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1614631.875000 Penalty: 4689.724121
	Iteration 32Q: 3 clusters Score -1614632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1614635.250000 Penalty: 4689.724121
	Iteration 33Q: 3 clusters Score -1614635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1614639.750000 Penalty: 4689.724121
	Iteration 34Q: 3 clusters Score -1614640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1614636.000000 Penalty: 4689.724121
	Iteration 35Q: 3 clusters Score -1614636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1614642.500000 Penalty: 4689.724121
	Iteration 36Q: 3 clusters Score -1614642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1614642.125000 Penalty: 4689.724121
	Iteration 37Q: 3 clusters Score -1614642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1614643.750000 Penalty: 4689.724121
	Iteration 38Q: 3 clusters Score -1614644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1614642.250000 Penalty: 4689.724121
	Iteration 39Q: 3 clusters Score -1614642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1614643.875000 Penalty: 4689.724121
	Iteration 40F: 3 clusters Score -1614644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1614646.000000 Penalty: 4689.724121
	Iteration 41Q: 3 clusters Score -1614646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1614645.625000 Penalty: 4689.724121
	Iteration 42Q: 3 clusters Score -1614646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1614646.500000 Penalty: 4689.724121
	Iteration 43Q: 3 clusters Score -1614646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1614648.250000 Penalty: 4689.724121
	Iteration 44Q: 3 clusters Score -1614648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1614651.000000 Penalty: 4689.724121
	Iteration 45Q: 3 clusters Score -1614651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1614650.875000 Penalty: 4689.724121
	Iteration 46Q: 3 clusters Score -1614651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1614653.875000 Penalty: 4689.724121
	Iteration 47Q: 3 clusters Score -1614654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1614657.250000 Penalty: 4689.724121
	Iteration 48Q: 3 clusters Score -1614657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1614657.000000 Penalty: 4689.724121
	Iteration 49Q: 3 clusters Score -1614657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1614659.875000 Penalty: 4689.724121
	Iteration 50Q: 3 clusters Score -1614660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1614658.500000 Penalty: 4689.724121
	Iteration 51Q: 3 clusters Score -1614658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1614661.000000 Penalty: 4689.724121
	Iteration 52Q: 3 clusters Score -1614661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1614662.375000 Penalty: 4689.724121
	Iteration 53Q: 3 clusters Score -1614662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1614665.250000 Penalty: 4689.724121
	Iteration 54Q: 3 clusters Score -1614665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1614665.250000 Penalty: 4689.724121
	Iteration 55Q: 3 clusters Score -1614665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1614667.750000 Penalty: 4689.724121
	Iteration 56Q: 3 clusters Score -1614668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1614672.875000 Penalty: 4689.724121
	Iteration 57Q: 3 clusters Score -1614673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1614673.125000 Penalty: 4689.724121
	Iteration 58Q: 3 clusters Score -1614673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1614673.625000 Penalty: 4689.724121
	Iteration 59Q: 3 clusters Score -1614674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1614670.750000 Penalty: 4689.724121
	Iteration 60F: 3 clusters Score -1614671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Entering Unmasked Estep 
Score: -657064.312500 Penalty: 2145.280518
	Iteration 0F: 2 clusters Score -657064.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -652159.750000 Penalty: 4290.561035
	Iteration 0F: 3 clusters Score -652159.8 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -653506.187500 Penalty: 4290.561035
	Iteration 1F: 3 clusters Score -653506.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -653996.250000 Penalty: 4290.561035
	Iteration 2F: 3 clusters Score -653996.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -654555.375000 Penalty: 4290.561035
	Iteration 3F: 3 clusters Score -654555.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -655029.500000 Penalty: 4290.561035
	Iteration 4F: 3 clusters Score -655029.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -655416.062500 Penalty: 4290.561035
	Iteration 5F: 3 clusters Score -655416.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -655691.125000 Penalty: 4290.561035
	Iteration 6F: 3 clusters Score -655691.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -655845.062500 Penalty: 4290.561035
	Iteration 7Q: 3 clusters Score -655845.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -655938.000000 Penalty: 4290.561035
	Iteration 8Q: 3 clusters Score -655938 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -656010.437500 Penalty: 4290.561035
	Iteration 9Q: 3 clusters Score -656010.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -656075.375000 Penalty: 4290.561035
	Iteration 10Q: 3 clusters Score -656075.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -656143.125000 Penalty: 4290.561035
	Iteration 11Q: 3 clusters Score -656143.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -656204.687500 Penalty: 4290.561035
	Iteration 12Q: 3 clusters Score -656204.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -656271.375000 Penalty: 4290.561035
	Iteration 13Q: 3 clusters Score -656271.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -656324.375000 Penalty: 4290.561035
	Iteration 14Q: 3 clusters Score -656324.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -656376.500000 Penalty: 4290.561035
	Iteration 15Q: 3 clusters Score -656376.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -656440.750000 Penalty: 4290.561035
	Iteration 16Q: 3 clusters Score -656440.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -656510.562500 Penalty: 4290.561035
	Iteration 17Q: 3 clusters Score -656510.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -656578.562500 Penalty: 4290.561035
	Iteration 18Q: 3 clusters Score -656578.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -656642.000000 Penalty: 4290.561035
	Iteration 19Q: 3 clusters Score -656642 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -656728.000000 Penalty: 4290.561035
	Iteration 20F: 3 clusters Score -656728 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -656820.312500 Penalty: 4290.561035
	Iteration 21Q: 3 clusters Score -656820.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -656914.625000 Penalty: 4290.561035
	Iteration 22Q: 3 clusters Score -656914.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -657020.500000 Penalty: 4290.561035
	Iteration 23Q: 3 clusters Score -657020.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -657119.625000 Penalty: 4290.561035
	Iteration 24Q: 3 clusters Score -657119.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -657233.500000 Penalty: 4290.561035
	Iteration 25Q: 3 clusters Score -657233.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -657316.125000 Penalty: 4290.561035
	Iteration 26Q: 3 clusters Score -657316.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -657366.000000 Penalty: 4290.561035
	Iteration 27Q: 3 clusters Score -657366 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -657395.875000 Penalty: 4290.561035
	Iteration 28Q: 3 clusters Score -657395.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -657420.625000 Penalty: 4290.561035
	Iteration 29Q: 3 clusters Score -657420.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -657437.500000 Penalty: 4290.561035
	Iteration 30Q: 3 clusters Score -657437.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -657453.000000 Penalty: 4290.561035
	Iteration 31Q: 3 clusters Score -657453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -657466.312500 Penalty: 4290.561035
	Iteration 32Q: 3 clusters Score -657466.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -657476.312500 Penalty: 4290.561035
	Iteration 33Q: 3 clusters Score -657476.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -657484.562500 Penalty: 4290.561035
	Iteration 34Q: 3 clusters Score -657484.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -657490.687500 Penalty: 4290.561035
	Iteration 35Q: 3 clusters Score -657490.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -657493.062500 Penalty: 4290.561035
	Iteration 36Q: 3 clusters Score -657493.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -657495.812500 Penalty: 4290.561035
	Iteration 37Q: 3 clusters Score -657495.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -657496.937500 Penalty: 4290.561035
	Iteration 38Q: 3 clusters Score -657496.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -657498.687500 Penalty: 4290.561035
	Iteration 39Q: 3 clusters Score -657498.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -657498.062500 Penalty: 4290.561035
	Iteration 40F: 3 clusters Score -657498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -657499.562500 Penalty: 4290.561035
	Iteration 41Q: 3 clusters Score -657499.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -657498.312500 Penalty: 4290.561035
	Iteration 42Q: 3 clusters Score -657498.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -657498.312500 Penalty: 4290.561035
	Iteration 43F: 3 clusters Score -657498.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 47223 members 
Mstep: Class 3 contains 13160 members 
Mstep: Class 4 contains 169418 members 
Mstep: Class 5 contains 50160 members 
Mstep: Class 6 contains 152469 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77117 members 
Mstep: Class 9 contains 180092 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14789 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9254 members 
Mstep: Class 18 contains 11784 members 
Mstep: Class 19 contains 7093 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 21 contains 3842 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12954 members 
Mstep: Class 24 contains 11738 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10121 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10425 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15715 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 1870 members 
Mstep: Class 38 contains 27617 members 
Mstep: Class 39 contains 22019 members 
Mstep: Class 40 contains 48201 members 
Mstep: Class 41 contains 60297 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
Score: -150808496.000000 Penalty: 152864.640625
Splitting cluster 37 changes total score from -150809488.000000 to -150808496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (27617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Entering Unmasked Estep 
Score: -3549056.000000 Penalty: 2536.094238
	Iteration 0F: 2 clusters Score -3549056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -3529843.750000 Penalty: 5072.188477
	Iteration 0F: 3 clusters Score -3529844 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3536753.500000 Penalty: 5072.188477
	Iteration 1F: 3 clusters Score -3536754 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3537200.750000 Penalty: 5072.188477
	Iteration 2Q: 3 clusters Score -3537201 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -3537668.500000 Penalty: 5072.188477
	Iteration 3Q: 3 clusters Score -3537668 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3538125.000000 Penalty: 5072.188477
	Iteration 4Q: 3 clusters Score -3538125 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3538681.000000 Penalty: 5072.188477
	Iteration 5Q: 3 clusters Score -3538681 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -3539372.500000 Penalty: 5072.188477
	Iteration 6F: 3 clusters Score -3539372 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -3540266.500000 Penalty: 5072.188477
	Iteration 7F: 3 clusters Score -3540266 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -3541313.500000 Penalty: 5072.188477
	Iteration 8F: 3 clusters Score -3541314 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -3542370.750000 Penalty: 5072.188477
	Iteration 9F: 3 clusters Score -3542371 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3543335.250000 Penalty: 5072.188477
	Iteration 10F: 3 clusters Score -3543335 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -3544128.000000 Penalty: 5072.188477
	Iteration 11Q: 3 clusters Score -3544128 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -3544824.750000 Penalty: 5072.188477
	Iteration 12Q: 3 clusters Score -3544825 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3545506.250000 Penalty: 5072.188477
	Iteration 13Q: 3 clusters Score -3545506 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3546115.750000 Penalty: 5072.188477
	Iteration 14Q: 3 clusters Score -3546116 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3546512.250000 Penalty: 5072.188477
	Iteration 15Q: 3 clusters Score -3546512 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3546771.000000 Penalty: 5072.188477
	Iteration 16Q: 3 clusters Score -3546771 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3546892.250000 Penalty: 5072.188477
	Iteration 17Q: 3 clusters Score -3546892 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3546973.250000 Penalty: 5072.188477
	Iteration 18Q: 3 clusters Score -3546973 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3547024.750000 Penalty: 5072.188477
	Iteration 19Q: 3 clusters Score -3547025 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3547050.750000 Penalty: 5072.188477
	Iteration 20F: 3 clusters Score -3547051 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3547082.000000 Penalty: 5072.188477
	Iteration 21Q: 3 clusters Score -3547082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3547100.750000 Penalty: 5072.188477
	Iteration 22Q: 3 clusters Score -3547101 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3547117.500000 Penalty: 5072.188477
	Iteration 23Q: 3 clusters Score -3547118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3547121.750000 Penalty: 5072.188477
	Iteration 24Q: 3 clusters Score -3547122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3547125.750000 Penalty: 5072.188477
	Iteration 25Q: 3 clusters Score -3547126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3547138.000000 Penalty: 5072.188477
	Iteration 26Q: 3 clusters Score -3547138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3547145.000000 Penalty: 5072.188477
	Iteration 27Q: 3 clusters Score -3547145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3547145.500000 Penalty: 5072.188477
	Iteration 28Q: 3 clusters Score -3547146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3547146.500000 Penalty: 5072.188477
	Iteration 29Q: 3 clusters Score -3547146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3547150.250000 Penalty: 5072.188477
	Iteration 30Q: 3 clusters Score -3547150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3547149.750000 Penalty: 5072.188477
	Iteration 31Q: 3 clusters Score -3547150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3547149.750000 Penalty: 5072.188477
	Iteration 32F: 3 clusters Score -3547150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (22019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Entering Unmasked Estep 
Score: -2902715.000000 Penalty: 2479.916016
	Iteration 0F: 2 clusters Score -2902715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2887398.250000 Penalty: 4959.832031
	Iteration 0F: 3 clusters Score -2887398 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2892553.000000 Penalty: 4959.832031
	Iteration 1F: 3 clusters Score -2892553 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2893004.750000 Penalty: 4959.832031
	Iteration 2F: 3 clusters Score -2893005 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2893427.750000 Penalty: 4959.832031
	Iteration 3Q: 3 clusters Score -2893428 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2893911.500000 Penalty: 4959.832031
	Iteration 4Q: 3 clusters Score -2893912 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2894414.250000 Penalty: 4959.832031
	Iteration 5Q: 3 clusters Score -2894414 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2895024.500000 Penalty: 4959.832031
	Iteration 6Q: 3 clusters Score -2895024 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2895728.750000 Penalty: 4959.832031
	Iteration 7F: 3 clusters Score -2895729 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2896517.250000 Penalty: 4959.832031
	Iteration 8F: 3 clusters Score -2896517 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2897330.250000 Penalty: 4959.832031
	Iteration 9F: 3 clusters Score -2897330 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2897984.250000 Penalty: 4959.832031
	Iteration 10Q: 3 clusters Score -2897984 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2898467.000000 Penalty: 4959.832031
	Iteration 11Q: 3 clusters Score -2898467 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2898715.750000 Penalty: 4959.832031
	Iteration 12Q: 3 clusters Score -2898716 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2898820.750000 Penalty: 4959.832031
	Iteration 13Q: 3 clusters Score -2898821 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2898888.250000 Penalty: 4959.832031
	Iteration 14Q: 3 clusters Score -2898888 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2898954.500000 Penalty: 4959.832031
	Iteration 15Q: 3 clusters Score -2898954 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2898997.750000 Penalty: 4959.832031
	Iteration 16Q: 3 clusters Score -2898998 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2899028.750000 Penalty: 4959.832031
	Iteration 17Q: 3 clusters Score -2899029 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2899059.750000 Penalty: 4959.832031
	Iteration 18Q: 3 clusters Score -2899060 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2899087.750000 Penalty: 4959.832031
	Iteration 19Q: 3 clusters Score -2899088 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2899116.000000 Penalty: 4959.832031
	Iteration 20F: 3 clusters Score -2899116 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2899144.750000 Penalty: 4959.832031
	Iteration 21Q: 3 clusters Score -2899145 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2899165.750000 Penalty: 4959.832031
	Iteration 22Q: 3 clusters Score -2899166 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2899183.750000 Penalty: 4959.832031
	Iteration 23Q: 3 clusters Score -2899184 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2899203.500000 Penalty: 4959.832031
	Iteration 24Q: 3 clusters Score -2899204 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2899233.500000 Penalty: 4959.832031
	Iteration 25Q: 3 clusters Score -2899234 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2899260.250000 Penalty: 4959.832031
	Iteration 26Q: 3 clusters Score -2899260 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2899283.000000 Penalty: 4959.832031
	Iteration 27Q: 3 clusters Score -2899283 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2899312.500000 Penalty: 4959.832031
	Iteration 28Q: 3 clusters Score -2899312 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2899319.000000 Penalty: 4959.832031
	Iteration 29Q: 3 clusters Score -2899319 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2899349.750000 Penalty: 4959.832031
	Iteration 30Q: 3 clusters Score -2899350 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2899375.750000 Penalty: 4959.832031
	Iteration 31Q: 3 clusters Score -2899376 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2899382.000000 Penalty: 4959.832031
	Iteration 32Q: 3 clusters Score -2899382 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2899401.750000 Penalty: 4959.832031
	Iteration 33Q: 3 clusters Score -2899402 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2899417.250000 Penalty: 4959.832031
	Iteration 34Q: 3 clusters Score -2899417 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2899432.000000 Penalty: 4959.832031
	Iteration 35Q: 3 clusters Score -2899432 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2899431.000000 Penalty: 4959.832031
	Iteration 36Q: 3 clusters Score -2899431 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2899449.500000 Penalty: 4959.832031
	Iteration 37Q: 3 clusters Score -2899450 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2899454.000000 Penalty: 4959.832031
	Iteration 38Q: 3 clusters Score -2899454 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2899459.750000 Penalty: 4959.832031
	Iteration 39Q: 3 clusters Score -2899460 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2899474 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2899482 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2899496 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2899518 nChanged 91
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Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2899532 nChanged 93
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Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2899569 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2899577 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2899594 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2899616 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2899637 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2899654 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2899674 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2899709 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2899735 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2899764 nChanged 116
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Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2899800 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2899823 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2899860 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2899886 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2899924 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2899952 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2899980 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2900016 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2900078 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2900120 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2900150 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2900184 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2900212 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2900253 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2900296 nChanged 135
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Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2900350 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2900377 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2900421 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2900454 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2900500 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2900531 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2900566 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2900594.000000 Penalty: 4959.832031
	Iteration 78Q: 3 clusters Score -2900594 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2900630.000000 Penalty: 4959.832031
	Iteration 79Q: 3 clusters Score -2900630 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2900657.250000 Penalty: 4959.832031
	Iteration 80F: 3 clusters Score -2900657 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2900697.250000 Penalty: 4959.832031
	Iteration 81Q: 3 clusters Score -2900697 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2900714 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2900736.000000 Penalty: 4959.832031
	Iteration 83Q: 3 clusters Score -2900736 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2900745 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2900751.250000 Penalty: 4959.832031
	Iteration 85Q: 3 clusters Score -2900751 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2900760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2900776.000000 Penalty: 4959.832031
	Iteration 87Q: 3 clusters Score -2900776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2900796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2900811.750000 Penalty: 4959.832031
	Iteration 89Q: 3 clusters Score -2900812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2900816.250000 Penalty: 4959.832031
	Iteration 90Q: 3 clusters Score -2900816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2900825.750000 Penalty: 4959.832031
	Iteration 91Q: 3 clusters Score -2900826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2900834.000000 Penalty: 4959.832031
	Iteration 92Q: 3 clusters Score -2900834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2900840.500000 Penalty: 4959.832031
	Iteration 93Q: 3 clusters Score -2900840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2900852.500000 Penalty: 4959.832031
	Iteration 94Q: 3 clusters Score -2900852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2900857.750000 Penalty: 4959.832031
	Iteration 95Q: 3 clusters Score -2900858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2900870.000000 Penalty: 4959.832031
	Iteration 96Q: 3 clusters Score -2900870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2900873.500000 Penalty: 4959.832031
	Iteration 97Q: 3 clusters Score -2900874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2900890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2900891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2900891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2900900.750000 Penalty: 4959.832031
	Iteration 101Q: 3 clusters Score -2900901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2900897.500000 Penalty: 4959.832031
	Iteration 102Q: 3 clusters Score -2900898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2900897.750000 Penalty: 4959.832031
	Iteration 103Q: 3 clusters Score -2900898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2900898.250000 Penalty: 4959.832031
	Iteration 104Q: 3 clusters Score -2900898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2900901.000000 Penalty: 4959.832031
	Iteration 105Q: 3 clusters Score -2900901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2900902.250000 Penalty: 4959.832031
	Iteration 106Q: 3 clusters Score -2900902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2900900.250000 Penalty: 4959.832031
	Iteration 107Q: 3 clusters Score -2900900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2900900.000000 Penalty: 4959.832031
	Iteration 108Q: 3 clusters Score -2900900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2900896.750000 Penalty: 4959.832031
	Iteration 109Q: 3 clusters Score -2900897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2900898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2900902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2900902 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2900902 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2900903 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2900903 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2900906 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2900904.500000 Penalty: 4959.832031
	Iteration 117Q: 3 clusters Score -2900904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2900906 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2900906 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2900904.250000 Penalty: 4959.832031
	Iteration 120F: 3 clusters Score -2900904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2900906.500000 Penalty: 4959.832031
	Iteration 121Q: 3 clusters Score -2900906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2900907.250000 Penalty: 4959.832031
	Iteration 122Q: 3 clusters Score -2900907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2900908.500000 Penalty: 4959.832031
	Iteration 123Q: 3 clusters Score -2900908 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2900909 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
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	Iteration 125F: 3 clusters Score -2900909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (48201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48201 members 
Entering Unmasked Estep 
Score: -6188174.000000 Penalty: 2674.217529
	Iteration 0F: 2 clusters Score -6188174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -6155988 nChanged 22040
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Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6168144 nChanged 2079
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6168818 nChanged 2068
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6169546 nChanged 2088
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6170289 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -6171079.000000 Penalty: 5348.435059
	Iteration 5Q: 3 clusters Score -6171079 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -6171916.500000 Penalty: 5348.435059
	Iteration 6Q: 3 clusters Score -6171916 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -6172936.500000 Penalty: 5348.435059
	Iteration 7Q: 3 clusters Score -6172936 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -6174012.000000 Penalty: 5348.435059
	Iteration 8Q: 3 clusters Score -6174012 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -6175148.000000 Penalty: 5348.435059
	Iteration 9Q: 3 clusters Score -6175148 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -6176444.000000 Penalty: 5348.435059
	Iteration 10Q: 3 clusters Score -6176444 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -6177893.500000 Penalty: 5348.435059
	Iteration 11F: 3 clusters Score -6177894 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -6179492.000000 Penalty: 5348.435059
	Iteration 12Q: 3 clusters Score -6179492 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -6181252.500000 Penalty: 5348.435059
	Iteration 13Q: 3 clusters Score -6181252 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -6182811.500000 Penalty: 5348.435059
	Iteration 14Q: 3 clusters Score -6182812 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -6183919.000000 Penalty: 5348.435059
	Iteration 15Q: 3 clusters Score -6183919 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -6184565.500000 Penalty: 5348.435059
	Iteration 16Q: 3 clusters Score -6184566 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6185018.500000 Penalty: 5348.435059
	Iteration 17Q: 3 clusters Score -6185018 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6185300.000000 Penalty: 5348.435059
	Iteration 18Q: 3 clusters Score -6185300 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6185490.500000 Penalty: 5348.435059
	Iteration 19Q: 3 clusters Score -6185490 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6185605.500000 Penalty: 5348.435059
	Iteration 20F: 3 clusters Score -6185606 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6185674.500000 Penalty: 5348.435059
	Iteration 21Q: 3 clusters Score -6185674 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6185736.000000 Penalty: 5348.435059
	Iteration 22Q: 3 clusters Score -6185736 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6185784.000000 Penalty: 5348.435059
	Iteration 23Q: 3 clusters Score -6185784 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6185823.000000 Penalty: 5348.435059
	Iteration 24Q: 3 clusters Score -6185823 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6185845.000000 Penalty: 5348.435059
	Iteration 25Q: 3 clusters Score -6185845 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6185862.000000 Penalty: 5348.435059
	Iteration 26Q: 3 clusters Score -6185862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6185880.500000 Penalty: 5348.435059
	Iteration 27Q: 3 clusters Score -6185880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6185895.000000 Penalty: 5348.435059
	Iteration 28Q: 3 clusters Score -6185895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6185897.000000 Penalty: 5348.435059
	Iteration 29Q: 3 clusters Score -6185897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6185903.000000 Penalty: 5348.435059
	Iteration 30Q: 3 clusters Score -6185903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6185906.500000 Penalty: 5348.435059
	Iteration 31Q: 3 clusters Score -6185906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6185906.500000 Penalty: 5348.435059
	Iteration 32Q: 3 clusters Score -6185906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6185909.500000 Penalty: 5348.435059
	Iteration 33Q: 3 clusters Score -6185910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6185905.500000 Penalty: 5348.435059
	Iteration 34Q: 3 clusters Score -6185906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6185908.000000 Penalty: 5348.435059
	Iteration 35Q: 3 clusters Score -6185908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6185905.500000 Penalty: 5348.435059
	Iteration 36Q: 3 clusters Score -6185906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6185906.500000 Penalty: 5348.435059
	Iteration 37Q: 3 clusters Score -6185906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6185906.500000 Penalty: 5348.435059
	Iteration 38F: 3 clusters Score -6185906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (60297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Entering Unmasked Estep 
Score: -7298918.000000 Penalty: 2729.745117
	Iteration 0F: 2 clusters Score -7298918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -7258443.000000 Penalty: 5459.490234
	Iteration 0F: 3 clusters Score -7258443 nChanged 28128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -7274455.000000 Penalty: 5459.490234
	Iteration 1F: 3 clusters Score -7274455 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -7275252.000000 Penalty: 5459.490234
	Iteration 2Q: 3 clusters Score -7275252 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -7276097.000000 Penalty: 5459.490234
	Iteration 3Q: 3 clusters Score -7276097 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -7277093.500000 Penalty: 5459.490234
	Iteration 4Q: 3 clusters Score -7277094 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -7278269.000000 Penalty: 5459.490234
	Iteration 5Q: 3 clusters Score -7278269 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -7279759.000000 Penalty: 5459.490234
	Iteration 6Q: 3 clusters Score -7279759 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -7281687.500000 Penalty: 5459.490234
	Iteration 7F: 3 clusters Score -7281688 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -7283966.500000 Penalty: 5459.490234
	Iteration 8F: 3 clusters Score -7283966 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -7286416.000000 Penalty: 5459.490234
	Iteration 9F: 3 clusters Score -7286416 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -7288766.000000 Penalty: 5459.490234
	Iteration 10F: 3 clusters Score -7288766 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -7290601.000000 Penalty: 5459.490234
	Iteration 11Q: 3 clusters Score -7290601 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -7291945.000000 Penalty: 5459.490234
	Iteration 12Q: 3 clusters Score -7291945 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -7293042.500000 Penalty: 5459.490234
	Iteration 13Q: 3 clusters Score -7293042 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -7293986.500000 Penalty: 5459.490234
	Iteration 14Q: 3 clusters Score -7293986 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -7294775.000000 Penalty: 5459.490234
	Iteration 15Q: 3 clusters Score -7294775 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -7295392.500000 Penalty: 5459.490234
	Iteration 16Q: 3 clusters Score -7295392 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -7295873.500000 Penalty: 5459.490234
	Iteration 17Q: 3 clusters Score -7295874 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -7296226.000000 Penalty: 5459.490234
	Iteration 18Q: 3 clusters Score -7296226 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -7296510.500000 Penalty: 5459.490234
	Iteration 19Q: 3 clusters Score -7296510 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -7296720.000000 Penalty: 5459.490234
	Iteration 20F: 3 clusters Score -7296720 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -7296887.000000 Penalty: 5459.490234
	Iteration 21Q: 3 clusters Score -7296887 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -7297015.000000 Penalty: 5459.490234
	Iteration 22Q: 3 clusters Score -7297015 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54786 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -7297160.500000 Penalty: 5459.490234
	Iteration 23Q: 3 clusters Score -7297160 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -7297241.000000 Penalty: 5459.490234
	Iteration 24Q: 3 clusters Score -7297241 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -7297349.000000 Penalty: 5459.490234
	Iteration 25Q: 3 clusters Score -7297349 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -7297415.500000 Penalty: 5459.490234
	Iteration 26Q: 3 clusters Score -7297416 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -7297500.500000 Penalty: 5459.490234
	Iteration 27Q: 3 clusters Score -7297500 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -7297611.000000 Penalty: 5459.490234
	Iteration 28Q: 3 clusters Score -7297611 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -7297679.500000 Penalty: 5459.490234
	Iteration 29Q: 3 clusters Score -7297680 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -7297790.000000 Penalty: 5459.490234
	Iteration 30Q: 3 clusters Score -7297790 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56120 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -7297851.500000 Penalty: 5459.490234
	Iteration 31Q: 3 clusters Score -7297852 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -7297912.500000 Penalty: 5459.490234
	Iteration 32Q: 3 clusters Score -7297912 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -7297944.000000 Penalty: 5459.490234
	Iteration 33Q: 3 clusters Score -7297944 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -7297964.500000 Penalty: 5459.490234
	Iteration 34Q: 3 clusters Score -7297964 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56458 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -7297995.000000 Penalty: 5459.490234
	Iteration 35Q: 3 clusters Score -7297995 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56487 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -7298005.000000 Penalty: 5459.490234
	Iteration 36Q: 3 clusters Score -7298005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -7298015.500000 Penalty: 5459.490234
	Iteration 37Q: 3 clusters Score -7298016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -7298014.000000 Penalty: 5459.490234
	Iteration 38Q: 3 clusters Score -7298014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -7298017.000000 Penalty: 5459.490234
	Iteration 39Q: 3 clusters Score -7298017 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56577 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -7298022.000000 Penalty: 5459.490234
	Iteration 40F: 3 clusters Score -7298022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -7298031.500000 Penalty: 5459.490234
	Iteration 41Q: 3 clusters Score -7298032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -7298039.500000 Penalty: 5459.490234
	Iteration 42Q: 3 clusters Score -7298040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -7298037.500000 Penalty: 5459.490234
	Iteration 43Q: 3 clusters Score -7298038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -7298036.000000 Penalty: 5459.490234
	Iteration 44Q: 3 clusters Score -7298036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -7298042.000000 Penalty: 5459.490234
	Iteration 45Q: 3 clusters Score -7298042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -7298040.000000 Penalty: 5459.490234
	Iteration 46Q: 3 clusters Score -7298040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -7298057.500000 Penalty: 5459.490234
	Iteration 47Q: 3 clusters Score -7298058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -7298060.000000 Penalty: 5459.490234
	Iteration 48Q: 3 clusters Score -7298060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -7298059.500000 Penalty: 5459.490234
	Iteration 49Q: 3 clusters Score -7298060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -7298057.500000 Penalty: 5459.490234
	Iteration 50Q: 3 clusters Score -7298058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -7298053.500000 Penalty: 5459.490234
	Iteration 51Q: 3 clusters Score -7298054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56733 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -7298073.500000 Penalty: 5459.490234
	Iteration 52Q: 3 clusters Score -7298074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -7298067.500000 Penalty: 5459.490234
	Iteration 53Q: 3 clusters Score -7298068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -7298056.000000 Penalty: 5459.490234
	Iteration 54Q: 3 clusters Score -7298056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -7298059.500000 Penalty: 5459.490234
	Iteration 55Q: 3 clusters Score -7298060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -7298060.000000 Penalty: 5459.490234
	Iteration 56Q: 3 clusters Score -7298060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -7298058.500000 Penalty: 5459.490234
	Iteration 57Q: 3 clusters Score -7298058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -7298060.000000 Penalty: 5459.490234
	Iteration 58Q: 3 clusters Score -7298060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -7298048.000000 Penalty: 5459.490234
	Iteration 59Q: 3 clusters Score -7298048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -7298053.000000 Penalty: 5459.490234
	Iteration 60F: 3 clusters Score -7298053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -7298053.000000 Penalty: 5459.490234
	Iteration 61Q: 3 clusters Score -7298053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -7298069.000000 Penalty: 5459.490234
	Iteration 62Q: 3 clusters Score -7298069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56804 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -7298066.500000 Penalty: 5459.490234
	Iteration 63Q: 3 clusters Score -7298066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56810 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -7298079.000000 Penalty: 5459.490234
	Iteration 64Q: 3 clusters Score -7298079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -7298070.000000 Penalty: 5459.490234
	Iteration 65Q: 3 clusters Score -7298070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -7298074.500000 Penalty: 5459.490234
	Iteration 66Q: 3 clusters Score -7298074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -7298078.500000 Penalty: 5459.490234
	Iteration 67Q: 3 clusters Score -7298078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -7298079.000000 Penalty: 5459.490234
	Iteration 68Q: 3 clusters Score -7298079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -7298089.000000 Penalty: 5459.490234
	Iteration 69Q: 3 clusters Score -7298089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -7298084.500000 Penalty: 5459.490234
	Iteration 70Q: 3 clusters Score -7298084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -7298084.500000 Penalty: 5459.490234
	Iteration 71F: 3 clusters Score -7298084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -59619.261719 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -59619.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58089.453125 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -58089.45 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58406.085938 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -58406.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58842.910156 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -58842.91 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59018.210938 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -59018.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -59124.582031 Penalty: 3126.099121
	Iteration 4F: 3 clusters Score -59124.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59212.042969 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -59212.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -59299.074219 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -59299.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -59410.488281 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -59410.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -59512.343750 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -59512.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -59596.808594 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -59596.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -59741.175781 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -59741.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -59864.988281 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -59864.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59930.683594 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -59930.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59930.683594 Penalty: 3126.099121
	Iteration 13F: 3 clusters Score -59930.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 47223 members 
Mstep: Class 3 contains 13160 members 
Mstep: Class 4 contains 169418 members 
Mstep: Class 5 contains 50160 members 
Mstep: Class 6 contains 152469 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77117 members 
Mstep: Class 9 contains 180092 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14789 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9254 members 
Mstep: Class 18 contains 11784 members 
Mstep: Class 19 contains 7093 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12954 members 
Mstep: Class 24 contains 11738 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10121 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10425 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15715 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5712 members 
Mstep: Class 38 contains 27617 members 
Mstep: Class 39 contains 22019 members 
Mstep: Class 40 contains 48201 members 
Mstep: Class 41 contains 60297 members 
Mstep: Class 42 contains 378 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
Score: -150807904.000000 Penalty: 152864.640625
Splitting cluster 42 changes total score from -150809488.000000 to -150807904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (27071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Entering Unmasked Estep 
Score: -3432027.750000 Penalty: 2531.142334
	Iteration 0F: 2 clusters Score -3432028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3413352.000000 Penalty: 5062.284668
	Iteration 0F: 3 clusters Score -3413352 nChanged 12139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3419937.250000 Penalty: 5062.284668
	Iteration 1F: 3 clusters Score -3419937 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -3420352.250000 Penalty: 5062.284668
	Iteration 2Q: 3 clusters Score -3420352 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3420722.750000 Penalty: 5062.284668
	Iteration 3Q: 3 clusters Score -3420723 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3421050.250000 Penalty: 5062.284668
	Iteration 4Q: 3 clusters Score -3421050 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3421388.500000 Penalty: 5062.284668
	Iteration 5Q: 3 clusters Score -3421388 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -3421762.750000 Penalty: 5062.284668
	Iteration 6Q: 3 clusters Score -3421763 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -3422126.500000 Penalty: 5062.284668
	Iteration 7Q: 3 clusters Score -3422126 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3422514.500000 Penalty: 5062.284668
	Iteration 8Q: 3 clusters Score -3422514 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3422896.500000 Penalty: 5062.284668
	Iteration 9Q: 3 clusters Score -3422896 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3423240.500000 Penalty: 5062.284668
	Iteration 10Q: 3 clusters Score -3423240 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3423632.500000 Penalty: 5062.284668
	Iteration 11Q: 3 clusters Score -3423632 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -3424050.250000 Penalty: 5062.284668
	Iteration 12Q: 3 clusters Score -3424050 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -3424441.750000 Penalty: 5062.284668
	Iteration 13Q: 3 clusters Score -3424442 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -3424864.000000 Penalty: 5062.284668
	Iteration 14Q: 3 clusters Score -3424864 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -3425262.750000 Penalty: 5062.284668
	Iteration 15Q: 3 clusters Score -3425263 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -3425688.000000 Penalty: 5062.284668
	Iteration 16Q: 3 clusters Score -3425688 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -3426164.250000 Penalty: 5062.284668
	Iteration 17Q: 3 clusters Score -3426164 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -3426754.500000 Penalty: 5062.284668
	Iteration 18Q: 3 clusters Score -3426754 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3427467.250000 Penalty: 5062.284668
	Iteration 19Q: 3 clusters Score -3427467 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -3428020.250000 Penalty: 5062.284668
	Iteration 20F: 3 clusters Score -3428020 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -3428355.500000 Penalty: 5062.284668
	Iteration 21Q: 3 clusters Score -3428356 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3428623.250000 Penalty: 5062.284668
	Iteration 22Q: 3 clusters Score -3428623 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3428822.500000 Penalty: 5062.284668
	Iteration 23Q: 3 clusters Score -3428822 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -3428984.000000 Penalty: 5062.284668
	Iteration 24Q: 3 clusters Score -3428984 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -3429098.000000 Penalty: 5062.284668
	Iteration 25Q: 3 clusters Score -3429098 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -3429196.750000 Penalty: 5062.284668
	Iteration 26Q: 3 clusters Score -3429197 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -3429255.250000 Penalty: 5062.284668
	Iteration 27Q: 3 clusters Score -3429255 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3429304.500000 Penalty: 5062.284668
	Iteration 28Q: 3 clusters Score -3429304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -3429329.000000 Penalty: 5062.284668
	Iteration 29Q: 3 clusters Score -3429329 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3429361.500000 Penalty: 5062.284668
	Iteration 30Q: 3 clusters Score -3429362 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -3429396.000000 Penalty: 5062.284668
	Iteration 31Q: 3 clusters Score -3429396 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3429433.750000 Penalty: 5062.284668
	Iteration 32Q: 3 clusters Score -3429434 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -3429464.000000 Penalty: 5062.284668
	Iteration 33Q: 3 clusters Score -3429464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3429484.750000 Penalty: 5062.284668
	Iteration 34Q: 3 clusters Score -3429485 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3429497.250000 Penalty: 5062.284668
	Iteration 35Q: 3 clusters Score -3429497 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3429522.000000 Penalty: 5062.284668
	Iteration 36Q: 3 clusters Score -3429522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -3429540.250000 Penalty: 5062.284668
	Iteration 37Q: 3 clusters Score -3429540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3429548.750000 Penalty: 5062.284668
	Iteration 38Q: 3 clusters Score -3429549 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3429549.500000 Penalty: 5062.284668
	Iteration 39Q: 3 clusters Score -3429550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3429560.750000 Penalty: 5062.284668
	Iteration 40F: 3 clusters Score -3429561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3429574.500000 Penalty: 5062.284668
	Iteration 41Q: 3 clusters Score -3429574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -3429577.000000 Penalty: 5062.284668
	Iteration 42Q: 3 clusters Score -3429577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -3429589.750000 Penalty: 5062.284668
	Iteration 43Q: 3 clusters Score -3429590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -3429606.250000 Penalty: 5062.284668
	Iteration 44Q: 3 clusters Score -3429606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -3429612.750000 Penalty: 5062.284668
	Iteration 45Q: 3 clusters Score -3429613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3429625.750000 Penalty: 5062.284668
	Iteration 46Q: 3 clusters Score -3429626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3429627.500000 Penalty: 5062.284668
	Iteration 47Q: 3 clusters Score -3429628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3429645.500000 Penalty: 5062.284668
	Iteration 48Q: 3 clusters Score -3429646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3429644.000000 Penalty: 5062.284668
	Iteration 49Q: 3 clusters Score -3429644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3429647.000000 Penalty: 5062.284668
	Iteration 50Q: 3 clusters Score -3429647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -3429648.250000 Penalty: 5062.284668
	Iteration 51Q: 3 clusters Score -3429648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -3429663.500000 Penalty: 5062.284668
	Iteration 52Q: 3 clusters Score -3429664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3429666.250000 Penalty: 5062.284668
	Iteration 53Q: 3 clusters Score -3429666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -3429671.000000 Penalty: 5062.284668
	Iteration 54Q: 3 clusters Score -3429671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3429676.000000 Penalty: 5062.284668
	Iteration 55Q: 3 clusters Score -3429676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3429676.000000 Penalty: 5062.284668
	Iteration 56Q: 3 clusters Score -3429676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3429677.750000 Penalty: 5062.284668
	Iteration 57Q: 3 clusters Score -3429678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3429691.500000 Penalty: 5062.284668
	Iteration 58Q: 3 clusters Score -3429692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -3429696.250000 Penalty: 5062.284668
	Iteration 59Q: 3 clusters Score -3429696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -3429693.250000 Penalty: 5062.284668
	Iteration 60F: 3 clusters Score -3429693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -3429702.500000 Penalty: 5062.284668
	Iteration 61Q: 3 clusters Score -3429702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3429706.750000 Penalty: 5062.284668
	Iteration 62Q: 3 clusters Score -3429707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -3429716.500000 Penalty: 5062.284668
	Iteration 63Q: 3 clusters Score -3429716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -3429715.000000 Penalty: 5062.284668
	Iteration 64Q: 3 clusters Score -3429715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -3429716.750000 Penalty: 5062.284668
	Iteration 65Q: 3 clusters Score -3429717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -3429722.250000 Penalty: 5062.284668
	Iteration 66Q: 3 clusters Score -3429722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -3429717.250000 Penalty: 5062.284668
	Iteration 67Q: 3 clusters Score -3429717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3429718.250000 Penalty: 5062.284668
	Iteration 68Q: 3 clusters Score -3429718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3429718.250000 Penalty: 5062.284668
	Iteration 69F: 3 clusters Score -3429718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Entering Unmasked Estep 
Score: -767416.562500 Penalty: 2154.402100
	Iteration 0F: 2 clusters Score -767416.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -762311.625000 Penalty: 4308.804199
	Iteration 0F: 3 clusters Score -762311.6 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -763558.625000 Penalty: 4308.804199
	Iteration 1F: 3 clusters Score -763558.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -763802.062500 Penalty: 4308.804199
	Iteration 2F: 3 clusters Score -763802.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -763977.500000 Penalty: 4308.804199
	Iteration 3F: 3 clusters Score -763977.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -764133.750000 Penalty: 4308.804199
	Iteration 4Q: 3 clusters Score -764133.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -764326.625000 Penalty: 4308.804199
	Iteration 5Q: 3 clusters Score -764326.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -764518.375000 Penalty: 4308.804199
	Iteration 6Q: 3 clusters Score -764518.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -764688.875000 Penalty: 4308.804199
	Iteration 7Q: 3 clusters Score -764688.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -764860.437500 Penalty: 4308.804199
	Iteration 8Q: 3 clusters Score -764860.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -765018.875000 Penalty: 4308.804199
	Iteration 9Q: 3 clusters Score -765018.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -765183.562500 Penalty: 4308.804199
	Iteration 10Q: 3 clusters Score -765183.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -765337.062500 Penalty: 4308.804199
	Iteration 11Q: 3 clusters Score -765337.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -765499.500000 Penalty: 4308.804199
	Iteration 12Q: 3 clusters Score -765499.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -765650.125000 Penalty: 4308.804199
	Iteration 13Q: 3 clusters Score -765650.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -765775.937500 Penalty: 4308.804199
	Iteration 14Q: 3 clusters Score -765775.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -765871.437500 Penalty: 4308.804199
	Iteration 15Q: 3 clusters Score -765871.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -765927.750000 Penalty: 4308.804199
	Iteration 16Q: 3 clusters Score -765927.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -765955.625000 Penalty: 4308.804199
	Iteration 17Q: 3 clusters Score -765955.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -765986.625000 Penalty: 4308.804199
	Iteration 18Q: 3 clusters Score -765986.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -766012.625000 Penalty: 4308.804199
	Iteration 19Q: 3 clusters Score -766012.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -766043.187500 Penalty: 4308.804199
	Iteration 20F: 3 clusters Score -766043.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -766070.625000 Penalty: 4308.804199
	Iteration 21Q: 3 clusters Score -766070.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -766087.750000 Penalty: 4308.804199
	Iteration 22Q: 3 clusters Score -766087.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -766096.687500 Penalty: 4308.804199
	Iteration 23Q: 3 clusters Score -766096.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -766106.125000 Penalty: 4308.804199
	Iteration 24Q: 3 clusters Score -766106.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -766114.000000 Penalty: 4308.804199
	Iteration 25Q: 3 clusters Score -766114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -766119.625000 Penalty: 4308.804199
	Iteration 26Q: 3 clusters Score -766119.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -766124.187500 Penalty: 4308.804199
	Iteration 27Q: 3 clusters Score -766124.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -766129.000000 Penalty: 4308.804199
	Iteration 28Q: 3 clusters Score -766129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -766134.812500 Penalty: 4308.804199
	Iteration 29Q: 3 clusters Score -766134.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -766136.500000 Penalty: 4308.804199
	Iteration 30Q: 3 clusters Score -766136.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -766140.187500 Penalty: 4308.804199
	Iteration 31Q: 3 clusters Score -766140.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -766141.250000 Penalty: 4308.804199
	Iteration 32Q: 3 clusters Score -766141.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -766144.937500 Penalty: 4308.804199
	Iteration 33Q: 3 clusters Score -766144.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -766149.812500 Penalty: 4308.804199
	Iteration 34Q: 3 clusters Score -766149.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -766154.750000 Penalty: 4308.804199
	Iteration 35Q: 3 clusters Score -766154.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -766158.937500 Penalty: 4308.804199
	Iteration 36Q: 3 clusters Score -766158.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -766160.562500 Penalty: 4308.804199
	Iteration 37Q: 3 clusters Score -766160.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -766160.125000 Penalty: 4308.804199
	Iteration 38Q: 3 clusters Score -766160.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -766163.750000 Penalty: 4308.804199
	Iteration 39Q: 3 clusters Score -766163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -766164.187500 Penalty: 4308.804199
	Iteration 40F: 3 clusters Score -766164.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -766166.562500 Penalty: 4308.804199
	Iteration 41Q: 3 clusters Score -766166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -766167.937500 Penalty: 4308.804199
	Iteration 42Q: 3 clusters Score -766167.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -766168.187500 Penalty: 4308.804199
	Iteration 43Q: 3 clusters Score -766168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -766168.187500 Penalty: 4308.804199
	Iteration 44F: 3 clusters Score -766168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 47223 members 
Mstep: Class 3 contains 13160 members 
Mstep: Class 4 contains 169418 members 
Mstep: Class 5 contains 50160 members 
Mstep: Class 6 contains 152469 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77117 members 
Mstep: Class 9 contains 180092 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14789 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9254 members 
Mstep: Class 18 contains 11784 members 
Mstep: Class 19 contains 7093 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12954 members 
Mstep: Class 24 contains 11738 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10121 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10425 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15715 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5712 members 
Mstep: Class 38 contains 27617 members 
Mstep: Class 39 contains 22019 members 
Mstep: Class 40 contains 48201 members 
Mstep: Class 41 contains 60297 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809488.000000 Penalty: 149390.437500
Iteration 239Q: 44 clusters Score -1.508095e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47223 members 
Mstep: Class 3 contains 13161 members 
Mstep: Class 4 contains 169419 members 
Mstep: Class 5 contains 50159 members 
Mstep: Class 6 contains 152464 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77118 members 
Mstep: Class 9 contains 180092 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14789 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9256 members 
Mstep: Class 18 contains 11790 members 
Mstep: Class 19 contains 7092 members 
Mstep: Class 20 contains 4476 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12954 members 
Mstep: Class 24 contains 11736 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10121 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7060 members 
Mstep: Class 31 contains 10423 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15715 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5712 members 
Mstep: Class 38 contains 27615 members 
Mstep: Class 39 contains 22025 members 
Mstep: Class 40 contains 48202 members 
Mstep: Class 41 contains 60294 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809552.000000 Penalty: 149390.437500
Iteration 240F: 44 clusters Score -1.508096e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 47225 members 
Mstep: Class 3 contains 13161 members 
Mstep: Class 4 contains 169419 members 
Mstep: Class 5 contains 50160 members 
Mstep: Class 6 contains 152462 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77116 members 
Mstep: Class 9 contains 180092 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14789 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9257 members 
Mstep: Class 18 contains 11797 members 
Mstep: Class 19 contains 7092 members 
Mstep: Class 20 contains 4476 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12954 members 
Mstep: Class 24 contains 11735 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10123 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7060 members 
Mstep: Class 31 contains 10423 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5712 members 
Mstep: Class 38 contains 27612 members 
Mstep: Class 39 contains 22028 members 
Mstep: Class 40 contains 48201 members 
Mstep: Class 41 contains 60287 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809568.000000 Penalty: 149390.437500
Iteration 241Q: 44 clusters Score -1.508096e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 47227 members 
Mstep: Class 3 contains 13161 members 
Mstep: Class 4 contains 169418 members 
Mstep: Class 5 contains 50160 members 
Mstep: Class 6 contains 152456 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77116 members 
Mstep: Class 9 contains 180093 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14789 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 11806 members 
Mstep: Class 19 contains 7093 members 
Mstep: Class 20 contains 4476 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12954 members 
Mstep: Class 24 contains 11734 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10125 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7060 members 
Mstep: Class 31 contains 10421 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15713 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5712 members 
Mstep: Class 38 contains 27610 members 
Mstep: Class 39 contains 22029 members 
Mstep: Class 40 contains 48202 members 
Mstep: Class 41 contains 60283 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809584.000000 Penalty: 149390.437500
Iteration 242Q: 44 clusters Score -1.508096e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 47230 members 
Mstep: Class 3 contains 13162 members 
Mstep: Class 4 contains 169419 members 
Mstep: Class 5 contains 50157 members 
Mstep: Class 6 contains 152456 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77116 members 
Mstep: Class 9 contains 180093 members 
Mstep: Class 10 contains 7948 members 
Mstep: Class 11 contains 14788 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 11813 members 
Mstep: Class 19 contains 7095 members 
Mstep: Class 20 contains 4476 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12953 members 
Mstep: Class 24 contains 11732 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10127 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7060 members 
Mstep: Class 31 contains 10422 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15712 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5712 members 
Mstep: Class 38 contains 27609 members 
Mstep: Class 39 contains 22030 members 
Mstep: Class 40 contains 48200 members 
Mstep: Class 41 contains 60278 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809488.000000 Penalty: 149390.437500
Iteration 243Q: 44 clusters Score -1.508095e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 47231 members 
Mstep: Class 3 contains 13162 members 
Mstep: Class 4 contains 169421 members 
Mstep: Class 5 contains 50157 members 
Mstep: Class 6 contains 152450 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77116 members 
Mstep: Class 9 contains 180096 members 
Mstep: Class 10 contains 7948 members 
Mstep: Class 11 contains 14788 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 11817 members 
Mstep: Class 19 contains 7095 members 
Mstep: Class 20 contains 4476 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12952 members 
Mstep: Class 24 contains 11730 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10128 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10423 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15712 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5712 members 
Mstep: Class 38 contains 27609 members 
Mstep: Class 39 contains 22031 members 
Mstep: Class 40 contains 48198 members 
Mstep: Class 41 contains 60276 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809520.000000 Penalty: 149390.437500
Iteration 244Q: 44 clusters Score -1.508095e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 47232 members 
Mstep: Class 3 contains 13162 members 
Mstep: Class 4 contains 169420 members 
Mstep: Class 5 contains 50157 members 
Mstep: Class 6 contains 152450 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77116 members 
Mstep: Class 9 contains 180095 members 
Mstep: Class 10 contains 7948 members 
Mstep: Class 11 contains 14788 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 11821 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4476 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12952 members 
Mstep: Class 24 contains 11728 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10128 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10424 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15711 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5712 members 
Mstep: Class 38 contains 27610 members 
Mstep: Class 39 contains 22030 members 
Mstep: Class 40 contains 48198 members 
Mstep: Class 41 contains 60271 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809552.000000 Penalty: 149390.437500
Iteration 245Q: 44 clusters Score -1.508096e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47234 members 
Mstep: Class 3 contains 13162 members 
Mstep: Class 4 contains 169418 members 
Mstep: Class 5 contains 50158 members 
Mstep: Class 6 contains 152449 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77116 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7948 members 
Mstep: Class 11 contains 14787 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 11825 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12952 members 
Mstep: Class 24 contains 11724 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10128 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10424 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15711 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5712 members 
Mstep: Class 38 contains 27609 members 
Mstep: Class 39 contains 22029 members 
Mstep: Class 40 contains 48198 members 
Mstep: Class 41 contains 60268 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809616.000000 Penalty: 149390.437500
Iteration 246Q: 44 clusters Score -1.508096e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47235 members 
Mstep: Class 3 contains 13162 members 
Mstep: Class 4 contains 169419 members 
Mstep: Class 5 contains 50159 members 
Mstep: Class 6 contains 152449 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77116 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14787 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12952 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10128 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10424 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15711 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5711 members 
Mstep: Class 38 contains 27608 members 
Mstep: Class 39 contains 22029 members 
Mstep: Class 40 contains 48198 members 
Mstep: Class 41 contains 60267 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809584.000000 Penalty: 149390.437500
Iteration 247Q: 44 clusters Score -1.508096e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47239 members 
Mstep: Class 3 contains 13162 members 
Mstep: Class 4 contains 169421 members 
Mstep: Class 5 contains 50158 members 
Mstep: Class 6 contains 152444 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77115 members 
Mstep: Class 9 contains 180096 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14787 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12952 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10128 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10424 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15711 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5711 members 
Mstep: Class 38 contains 27608 members 
Mstep: Class 39 contains 22030 members 
Mstep: Class 40 contains 48197 members 
Mstep: Class 41 contains 60267 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809632.000000 Penalty: 149390.437500
Iteration 248Q: 44 clusters Score -1.508096e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47240 members 
Mstep: Class 3 contains 13162 members 
Mstep: Class 4 contains 169421 members 
Mstep: Class 5 contains 50158 members 
Mstep: Class 6 contains 152443 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77114 members 
Mstep: Class 9 contains 180097 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14786 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12952 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10128 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10424 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15712 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5711 members 
Mstep: Class 38 contains 27608 members 
Mstep: Class 39 contains 22030 members 
Mstep: Class 40 contains 48197 members 
Mstep: Class 41 contains 60267 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809712.000000 Penalty: 149390.437500
Iteration 249Q: 44 clusters Score -1.508097e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47243 members 
Mstep: Class 3 contains 13162 members 
Mstep: Class 4 contains 169421 members 
Mstep: Class 5 contains 50158 members 
Mstep: Class 6 contains 152440 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77114 members 
Mstep: Class 9 contains 180099 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14784 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12952 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10128 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10424 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15711 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5711 members 
Mstep: Class 38 contains 27607 members 
Mstep: Class 39 contains 22030 members 
Mstep: Class 40 contains 48197 members 
Mstep: Class 41 contains 60268 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809696.000000 Penalty: 149390.437500
Iteration 250Q: 44 clusters Score -1.508097e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 47246 members 
Mstep: Class 3 contains 13162 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50157 members 
Mstep: Class 6 contains 152434 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77115 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14783 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9260 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12952 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10128 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10424 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15713 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5711 members 
Mstep: Class 38 contains 27606 members 
Mstep: Class 39 contains 22030 members 
Mstep: Class 40 contains 48197 members 
Mstep: Class 41 contains 60268 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809664.000000 Penalty: 149390.437500
Iteration 251Q: 44 clusters Score -1.508097e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 47250 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169424 members 
Mstep: Class 5 contains 50157 members 
Mstep: Class 6 contains 152429 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77115 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14779 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9263 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12952 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10128 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10424 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15713 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5711 members 
Mstep: Class 38 contains 27602 members 
Mstep: Class 39 contains 22032 members 
Mstep: Class 40 contains 48196 members 
Mstep: Class 41 contains 60268 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809712.000000 Penalty: 149390.437500
Iteration 252Q: 44 clusters Score -1.508097e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 47251 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169423 members 
Mstep: Class 5 contains 50156 members 
Mstep: Class 6 contains 152429 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77115 members 
Mstep: Class 9 contains 180097 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14779 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9266 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12952 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10424 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15713 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5711 members 
Mstep: Class 38 contains 27599 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48195 members 
Mstep: Class 41 contains 60268 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809808.000000 Penalty: 149390.437500
Iteration 253Q: 44 clusters Score -1.508098e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47254 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169424 members 
Mstep: Class 5 contains 50156 members 
Mstep: Class 6 contains 152427 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77114 members 
Mstep: Class 9 contains 180099 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14777 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9269 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12952 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10424 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15712 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5711 members 
Mstep: Class 38 contains 27596 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48194 members 
Mstep: Class 41 contains 60269 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809696.000000 Penalty: 149390.437500
Iteration 254Q: 44 clusters Score -1.508097e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47256 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152425 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77115 members 
Mstep: Class 9 contains 180100 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14775 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 9269 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10423 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15715 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5711 members 
Mstep: Class 38 contains 27595 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48195 members 
Mstep: Class 41 contains 60271 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809584.000000 Penalty: 149390.437500
Iteration 255Q: 44 clusters Score -1.508096e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47260 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152424 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77115 members 
Mstep: Class 9 contains 180099 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14775 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17450 members 
Mstep: Class 17 contains 9269 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4479 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10421 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5711 members 
Mstep: Class 38 contains 27595 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48194 members 
Mstep: Class 41 contains 60270 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809584.000000 Penalty: 149390.437500
Iteration 256Q: 44 clusters Score -1.508096e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47260 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152424 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77115 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14775 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17451 members 
Mstep: Class 17 contains 9269 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4479 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10419 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12774 members 
Mstep: Class 37 contains 5712 members 
Mstep: Class 38 contains 27595 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48193 members 
Mstep: Class 41 contains 60270 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809632.000000 Penalty: 149390.437500
Iteration 257Q: 44 clusters Score -1.508096e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47260 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152424 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77115 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14775 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10421 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5713 members 
Mstep: Class 38 contains 27595 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48192 members 
Mstep: Class 41 contains 60268 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809696.000000 Penalty: 149390.437500
Iteration 258Q: 44 clusters Score -1.508097e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47261 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152424 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77115 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14775 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9266 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10420 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5716 members 
Mstep: Class 38 contains 27594 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48192 members 
Mstep: Class 41 contains 60268 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809680.000000 Penalty: 149390.437500
Iteration 259Q: 44 clusters Score -1.508097e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47262 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152424 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77115 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14775 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9266 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10417 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12773 members 
Mstep: Class 37 contains 5719 members 
Mstep: Class 38 contains 27592 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48192 members 
Mstep: Class 41 contains 60269 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809712.000000 Penalty: 149390.437500
Iteration 260F: 44 clusters Score -1.508097e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47263 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152423 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77115 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14775 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14095 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10417 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12772 members 
Mstep: Class 37 contains 5720 members 
Mstep: Class 38 contains 27592 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48191 members 
Mstep: Class 41 contains 60269 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809728.000000 Penalty: 149390.437500
Iteration 261Q: 44 clusters Score -1.508097e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47264 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152422 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77116 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14775 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9271 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14094 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10416 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12772 members 
Mstep: Class 37 contains 5723 members 
Mstep: Class 38 contains 27589 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48190 members 
Mstep: Class 41 contains 60269 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809696.000000 Penalty: 149390.437500
Iteration 262Q: 44 clusters Score -1.508097e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47264 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152420 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77116 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14775 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14094 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10415 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12772 members 
Mstep: Class 37 contains 5724 members 
Mstep: Class 38 contains 27589 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48190 members 
Mstep: Class 41 contains 60269 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809696.000000 Penalty: 149390.437500
Iteration 263Q: 44 clusters Score -1.508097e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47264 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152419 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77116 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14775 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 11827 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10130 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14094 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10413 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12772 members 
Mstep: Class 37 contains 5725 members 
Mstep: Class 38 contains 27589 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48190 members 
Mstep: Class 41 contains 60269 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809712.000000 Penalty: 149390.437500
Iteration 264Q: 44 clusters Score -1.508097e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47264 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152419 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77116 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14775 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9274 members 
Mstep: Class 18 contains 11827 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10131 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14094 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10410 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12772 members 
Mstep: Class 37 contains 5728 members 
Mstep: Class 38 contains 27587 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48190 members 
Mstep: Class 41 contains 60269 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809712.000000 Penalty: 149390.437500
Iteration 265Q: 44 clusters Score -1.508097e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 47264 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152419 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77116 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14775 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9274 members 
Mstep: Class 18 contains 11827 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10131 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14094 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10408 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12772 members 
Mstep: Class 37 contains 5730 members 
Mstep: Class 38 contains 27587 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48190 members 
Mstep: Class 41 contains 60269 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809712.000000 Penalty: 149390.437500
Iteration 266Q: 44 clusters Score -1.508097e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 47264 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152419 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77116 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14775 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9274 members 
Mstep: Class 18 contains 11826 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10131 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14093 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10408 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12772 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 27587 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48190 members 
Mstep: Class 41 contains 60269 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809680.000000 Penalty: 149390.437500
Iteration 267Q: 44 clusters Score -1.508097e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 47264 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152419 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77116 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14775 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5060 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9274 members 
Mstep: Class 18 contains 11831 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10131 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14093 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10408 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12772 members 
Mstep: Class 37 contains 5735 members 
Mstep: Class 38 contains 27587 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48190 members 
Mstep: Class 41 contains 60263 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809712.000000 Penalty: 149390.437500
Iteration 268Q: 44 clusters Score -1.508097e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 47264 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169423 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152420 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77116 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14775 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5059 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9274 members 
Mstep: Class 18 contains 11835 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10131 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14093 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10407 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12771 members 
Mstep: Class 37 contains 5738 members 
Mstep: Class 38 contains 27587 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48189 members 
Mstep: Class 41 contains 60258 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809728.000000 Penalty: 149390.437500
Iteration 269Q: 44 clusters Score -1.508097e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 47264 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169424 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152421 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77116 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14775 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5059 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9274 members 
Mstep: Class 18 contains 11837 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10130 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14093 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12770 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 27587 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48188 members 
Mstep: Class 41 contains 60254 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809728.000000 Penalty: 149390.437500
Iteration 270Q: 44 clusters Score -1.508097e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 47265 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169425 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152418 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77116 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14775 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5059 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9274 members 
Mstep: Class 18 contains 11837 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11720 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14092 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12771 members 
Mstep: Class 37 contains 5746 members 
Mstep: Class 38 contains 27587 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48187 members 
Mstep: Class 41 contains 60254 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809744.000000 Penalty: 149390.437500
Iteration 271Q: 44 clusters Score -1.508097e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 47268 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169424 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152417 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77117 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14775 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5059 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9274 members 
Mstep: Class 18 contains 11836 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11720 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14092 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12771 members 
Mstep: Class 37 contains 5747 members 
Mstep: Class 38 contains 27586 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48188 members 
Mstep: Class 41 contains 60253 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809712.000000 Penalty: 149390.437500
Iteration 272Q: 44 clusters Score -1.508097e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 47269 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169424 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152415 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77118 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14776 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5059 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9274 members 
Mstep: Class 18 contains 11837 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11720 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14092 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12771 members 
Mstep: Class 37 contains 5747 members 
Mstep: Class 38 contains 27585 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48189 members 
Mstep: Class 41 contains 60251 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809728.000000 Penalty: 149390.437500
Iteration 273Q: 44 clusters Score -1.508097e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 47271 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169423 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152413 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77117 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14776 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5059 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9274 members 
Mstep: Class 18 contains 11837 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11720 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14092 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12771 members 
Mstep: Class 37 contains 5747 members 
Mstep: Class 38 contains 27585 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48190 members 
Mstep: Class 41 contains 60252 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809744.000000 Penalty: 149390.437500
Iteration 274Q: 44 clusters Score -1.508097e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 47271 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152413 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77117 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14776 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5059 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9274 members 
Mstep: Class 18 contains 11837 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11720 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14092 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12771 members 
Mstep: Class 37 contains 5747 members 
Mstep: Class 38 contains 27585 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48191 members 
Mstep: Class 41 contains 60252 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809728.000000 Penalty: 149390.437500
Iteration 275Q: 44 clusters Score -1.508097e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 47271 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152413 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77117 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14776 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5059 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9274 members 
Mstep: Class 18 contains 11837 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11720 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14092 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12771 members 
Mstep: Class 37 contains 5747 members 
Mstep: Class 38 contains 27585 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48191 members 
Mstep: Class 41 contains 60252 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809728.000000 Penalty: 149390.437500
Iteration 276F: 44 clusters Score -1.508097e+08 nChanged 0
Entering ConstructFrom: 
Score: -150809728.000000 Penalty: 149390.437500
Entering ConstructFrom: 
Trying to split cluster 1 (7950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Entering Unmasked Estep 
Score: -976550.125000 Penalty: 2227.270020
	Iteration 0F: 2 clusters Score -976550.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -970152.625000 Penalty: 4454.540039
	Iteration 0F: 3 clusters Score -970152.6 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -971952.812500 Penalty: 4454.540039
	Iteration 1F: 3 clusters Score -971952.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -972262.062500 Penalty: 4454.540039
	Iteration 2F: 3 clusters Score -972262.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -972491.062500 Penalty: 4454.540039
	Iteration 3F: 3 clusters Score -972491.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -972702.750000 Penalty: 4454.540039
	Iteration 4Q: 3 clusters Score -972702.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -972885.250000 Penalty: 4454.540039
	Iteration 5Q: 3 clusters Score -972885.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -973066.375000 Penalty: 4454.540039
	Iteration 6Q: 3 clusters Score -973066.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -973223.562500 Penalty: 4454.540039
	Iteration 7Q: 3 clusters Score -973223.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -973404.062500 Penalty: 4454.540039
	Iteration 8Q: 3 clusters Score -973404.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -973593.625000 Penalty: 4454.540039
	Iteration 9Q: 3 clusters Score -973593.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -973803.437500 Penalty: 4454.540039
	Iteration 10Q: 3 clusters Score -973803.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -974020.687500 Penalty: 4454.540039
	Iteration 11Q: 3 clusters Score -974020.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -974287.000000 Penalty: 4454.540039
	Iteration 12Q: 3 clusters Score -974287 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -974552.812500 Penalty: 4454.540039
	Iteration 13Q: 3 clusters Score -974552.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -974751.000000 Penalty: 4454.540039
	Iteration 14Q: 3 clusters Score -974751 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -974872.750000 Penalty: 4454.540039
	Iteration 15Q: 3 clusters Score -974872.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -974969.875000 Penalty: 4454.540039
	Iteration 16Q: 3 clusters Score -974969.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -975046.625000 Penalty: 4454.540039
	Iteration 17Q: 3 clusters Score -975046.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -975130.500000 Penalty: 4454.540039
	Iteration 18Q: 3 clusters Score -975130.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -975192.750000 Penalty: 4454.540039
	Iteration 19Q: 3 clusters Score -975192.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -975234.062500 Penalty: 4454.540039
	Iteration 20F: 3 clusters Score -975234.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -975269.312500 Penalty: 4454.540039
	Iteration 21Q: 3 clusters Score -975269.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -975317.625000 Penalty: 4454.540039
	Iteration 22Q: 3 clusters Score -975317.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -975359.000000 Penalty: 4454.540039
	Iteration 23Q: 3 clusters Score -975359 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -975385.437500 Penalty: 4454.540039
	Iteration 24Q: 3 clusters Score -975385.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -975406.062500 Penalty: 4454.540039
	Iteration 25Q: 3 clusters Score -975406.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -975413.687500 Penalty: 4454.540039
	Iteration 26Q: 3 clusters Score -975413.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -975421.500000 Penalty: 4454.540039
	Iteration 27Q: 3 clusters Score -975421.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -975428.125000 Penalty: 4454.540039
	Iteration 28Q: 3 clusters Score -975428.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -975433.000000 Penalty: 4454.540039
	Iteration 29Q: 3 clusters Score -975433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -975433.812500 Penalty: 4454.540039
	Iteration 30Q: 3 clusters Score -975433.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -975436.500000 Penalty: 4454.540039
	Iteration 31Q: 3 clusters Score -975436.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -975437.937500 Penalty: 4454.540039
	Iteration 32Q: 3 clusters Score -975437.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -975437.562500 Penalty: 4454.540039
	Iteration 33Q: 3 clusters Score -975437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -975438.625000 Penalty: 4454.540039
	Iteration 34Q: 3 clusters Score -975438.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -975438.187500 Penalty: 4454.540039
	Iteration 35Q: 3 clusters Score -975438.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -975438.187500 Penalty: 4454.540039
	Iteration 36F: 3 clusters Score -975438.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Entering Unmasked Estep 
Score: -6056323.000000 Penalty: 2669.385742
	Iteration 0F: 2 clusters Score -6056323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -6024507.500000 Penalty: 5338.771484
	Iteration 0F: 3 clusters Score -6024508 nChanged 21737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -6036524.500000 Penalty: 5338.771484
	Iteration 1F: 3 clusters Score -6036524 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -6037255.500000 Penalty: 5338.771484
	Iteration 2Q: 3 clusters Score -6037256 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -6037946.000000 Penalty: 5338.771484
	Iteration 3Q: 3 clusters Score -6037946 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -6038814.000000 Penalty: 5338.771484
	Iteration 4Q: 3 clusters Score -6038814 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -6039984.000000 Penalty: 5338.771484
	Iteration 5F: 3 clusters Score -6039984 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -6041863.500000 Penalty: 5338.771484
	Iteration 6F: 3 clusters Score -6041864 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -6044845.000000 Penalty: 5338.771484
	Iteration 7F: 3 clusters Score -6044845 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -6048354.500000 Penalty: 5338.771484
	Iteration 8F: 3 clusters Score -6048354 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -6051334.500000 Penalty: 5338.771484
	Iteration 9F: 3 clusters Score -6051334 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -6052997.500000 Penalty: 5338.771484
	Iteration 10Q: 3 clusters Score -6052998 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -6053703.500000 Penalty: 5338.771484
	Iteration 11Q: 3 clusters Score -6053704 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -6054037.500000 Penalty: 5338.771484
	Iteration 12Q: 3 clusters Score -6054038 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -6054183.000000 Penalty: 5338.771484
	Iteration 13Q: 3 clusters Score -6054183 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -6054329.000000 Penalty: 5338.771484
	Iteration 14Q: 3 clusters Score -6054329 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -6054431.000000 Penalty: 5338.771484
	Iteration 15Q: 3 clusters Score -6054431 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -6054508.500000 Penalty: 5338.771484
	Iteration 16Q: 3 clusters Score -6054508 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -6054564.500000 Penalty: 5338.771484
	Iteration 17Q: 3 clusters Score -6054564 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -6054624.500000 Penalty: 5338.771484
	Iteration 18Q: 3 clusters Score -6054624 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -6054664.500000 Penalty: 5338.771484
	Iteration 19Q: 3 clusters Score -6054664 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -6054706.000000 Penalty: 5338.771484
	Iteration 20F: 3 clusters Score -6054706 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -6054722.000000 Penalty: 5338.771484
	Iteration 21Q: 3 clusters Score -6054722 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -6054743.500000 Penalty: 5338.771484
	Iteration 22Q: 3 clusters Score -6054744 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -6054778.500000 Penalty: 5338.771484
	Iteration 23Q: 3 clusters Score -6054778 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -6054806.000000 Penalty: 5338.771484
	Iteration 24Q: 3 clusters Score -6054806 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -6054822.000000 Penalty: 5338.771484
	Iteration 25Q: 3 clusters Score -6054822 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -6054864.000000 Penalty: 5338.771484
	Iteration 26Q: 3 clusters Score -6054864 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -6054868.000000 Penalty: 5338.771484
	Iteration 27Q: 3 clusters Score -6054868 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -6054870.500000 Penalty: 5338.771484
	Iteration 28Q: 3 clusters Score -6054870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -6054871.500000 Penalty: 5338.771484
	Iteration 29Q: 3 clusters Score -6054872 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -6054888.000000 Penalty: 5338.771484
	Iteration 30Q: 3 clusters Score -6054888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -6054888.000000 Penalty: 5338.771484
	Iteration 31Q: 3 clusters Score -6054888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -6054892.500000 Penalty: 5338.771484
	Iteration 32Q: 3 clusters Score -6054892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -6054896.500000 Penalty: 5338.771484
	Iteration 33Q: 3 clusters Score -6054896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -6054899.500000 Penalty: 5338.771484
	Iteration 34Q: 3 clusters Score -6054900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -6054900.500000 Penalty: 5338.771484
	Iteration 35Q: 3 clusters Score -6054900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -6054916.000000 Penalty: 5338.771484
	Iteration 36Q: 3 clusters Score -6054916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -6054919.500000 Penalty: 5338.771484
	Iteration 37Q: 3 clusters Score -6054920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -6054920.000000 Penalty: 5338.771484
	Iteration 38Q: 3 clusters Score -6054920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -6054915.000000 Penalty: 5338.771484
	Iteration 39Q: 3 clusters Score -6054915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -6054918.000000 Penalty: 5338.771484
	Iteration 40F: 3 clusters Score -6054918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -6054908.000000 Penalty: 5338.771484
	Iteration 41Q: 3 clusters Score -6054908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -6054912.500000 Penalty: 5338.771484
	Iteration 42Q: 3 clusters Score -6054912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -6054907.500000 Penalty: 5338.771484
	Iteration 43Q: 3 clusters Score -6054908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -6054913.500000 Penalty: 5338.771484
	Iteration 44Q: 3 clusters Score -6054914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -6054895.500000 Penalty: 5338.771484
	Iteration 45Q: 3 clusters Score -6054896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -6054908.000000 Penalty: 5338.771484
	Iteration 46Q: 3 clusters Score -6054908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -6054926.000000 Penalty: 5338.771484
	Iteration 47Q: 3 clusters Score -6054926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -6054937.000000 Penalty: 5338.771484
	Iteration 48Q: 3 clusters Score -6054937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -6054943.500000 Penalty: 5338.771484
	Iteration 49Q: 3 clusters Score -6054944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -6054937.500000 Penalty: 5338.771484
	Iteration 50Q: 3 clusters Score -6054938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -6054938.000000 Penalty: 5338.771484
	Iteration 51Q: 3 clusters Score -6054938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -6054960.500000 Penalty: 5338.771484
	Iteration 52Q: 3 clusters Score -6054960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -6054964.000000 Penalty: 5338.771484
	Iteration 53Q: 3 clusters Score -6054964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -6054963.000000 Penalty: 5338.771484
	Iteration 54Q: 3 clusters Score -6054963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -6054966.500000 Penalty: 5338.771484
	Iteration 55Q: 3 clusters Score -6054966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -6054976.500000 Penalty: 5338.771484
	Iteration 56Q: 3 clusters Score -6054976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -6054972.500000 Penalty: 5338.771484
	Iteration 57Q: 3 clusters Score -6054972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -6054976.500000 Penalty: 5338.771484
	Iteration 58Q: 3 clusters Score -6054976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -6054970.500000 Penalty: 5338.771484
	Iteration 59Q: 3 clusters Score -6054970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -6054963.500000 Penalty: 5338.771484
	Iteration 60F: 3 clusters Score -6054964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -6054975.000000 Penalty: 5338.771484
	Iteration 61Q: 3 clusters Score -6054975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -6054967.500000 Penalty: 5338.771484
	Iteration 62Q: 3 clusters Score -6054968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -6054962.000000 Penalty: 5338.771484
	Iteration 63Q: 3 clusters Score -6054962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -6054965.500000 Penalty: 5338.771484
	Iteration 64Q: 3 clusters Score -6054966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -6054961.000000 Penalty: 5338.771484
	Iteration 65Q: 3 clusters Score -6054961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -6054971.000000 Penalty: 5338.771484
	Iteration 66Q: 3 clusters Score -6054971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -6054972.500000 Penalty: 5338.771484
	Iteration 67Q: 3 clusters Score -6054972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -6054992.000000 Penalty: 5338.771484
	Iteration 68Q: 3 clusters Score -6054992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -6054978.500000 Penalty: 5338.771484
	Iteration 69Q: 3 clusters Score -6054978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -6054984.000000 Penalty: 5338.771484
	Iteration 70Q: 3 clusters Score -6054984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -6054989.500000 Penalty: 5338.771484
	Iteration 71Q: 3 clusters Score -6054990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -6054988.500000 Penalty: 5338.771484
	Iteration 72Q: 3 clusters Score -6054988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -6054993.500000 Penalty: 5338.771484
	Iteration 73Q: 3 clusters Score -6054994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -6054993.500000 Penalty: 5338.771484
	Iteration 74Q: 3 clusters Score -6054994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -6054991.000000 Penalty: 5338.771484
	Iteration 75Q: 3 clusters Score -6054991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -6054991.000000 Penalty: 5338.771484
	Iteration 76F: 3 clusters Score -6054991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Entering Unmasked Estep 
Score: -1599281.875000 Penalty: 2352.321045
	Iteration 0F: 2 clusters Score -1599282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1589670.625000 Penalty: 4704.642090
	Iteration 0F: 3 clusters Score -1589671 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1592590.000000 Penalty: 4704.642090
	Iteration 1F: 3 clusters Score -1592590 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1592940.875000 Penalty: 4704.642090
	Iteration 2F: 3 clusters Score -1592941 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1593239.625000 Penalty: 4704.642090
	Iteration 3Q: 3 clusters Score -1593240 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1593508.375000 Penalty: 4704.642090
	Iteration 4Q: 3 clusters Score -1593508 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1593791.000000 Penalty: 4704.642090
	Iteration 5Q: 3 clusters Score -1593791 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1594122.125000 Penalty: 4704.642090
	Iteration 6Q: 3 clusters Score -1594122 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1594491.750000 Penalty: 4704.642090
	Iteration 7Q: 3 clusters Score -1594492 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1594906.375000 Penalty: 4704.642090
	Iteration 8Q: 3 clusters Score -1594906 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1595333.375000 Penalty: 4704.642090
	Iteration 9F: 3 clusters Score -1595333 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1595730.375000 Penalty: 4704.642090
	Iteration 10Q: 3 clusters Score -1595730 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1596129.500000 Penalty: 4704.642090
	Iteration 11Q: 3 clusters Score -1596130 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1596563.500000 Penalty: 4704.642090
	Iteration 12Q: 3 clusters Score -1596564 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1597013.500000 Penalty: 4704.642090
	Iteration 13Q: 3 clusters Score -1597014 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1597371.625000 Penalty: 4704.642090
	Iteration 14Q: 3 clusters Score -1597372 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1597614.000000 Penalty: 4704.642090
	Iteration 15Q: 3 clusters Score -1597614 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1597775.125000 Penalty: 4704.642090
	Iteration 16Q: 3 clusters Score -1597775 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1597876.875000 Penalty: 4704.642090
	Iteration 17Q: 3 clusters Score -1597877 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1597947.375000 Penalty: 4704.642090
	Iteration 18Q: 3 clusters Score -1597947 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1597996.250000 Penalty: 4704.642090
	Iteration 19Q: 3 clusters Score -1597996 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1598047.375000 Penalty: 4704.642090
	Iteration 20F: 3 clusters Score -1598047 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1598092.750000 Penalty: 4704.642090
	Iteration 21Q: 3 clusters Score -1598093 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1598130.375000 Penalty: 4704.642090
	Iteration 22Q: 3 clusters Score -1598130 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1598162.750000 Penalty: 4704.642090
	Iteration 23Q: 3 clusters Score -1598163 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1598183.625000 Penalty: 4704.642090
	Iteration 24Q: 3 clusters Score -1598184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1598195.875000 Penalty: 4704.642090
	Iteration 25Q: 3 clusters Score -1598196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1598212.875000 Penalty: 4704.642090
	Iteration 26Q: 3 clusters Score -1598213 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1598217.125000 Penalty: 4704.642090
	Iteration 27Q: 3 clusters Score -1598217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1598224.500000 Penalty: 4704.642090
	Iteration 28Q: 3 clusters Score -1598224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1598232.625000 Penalty: 4704.642090
	Iteration 29Q: 3 clusters Score -1598233 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1598238.750000 Penalty: 4704.642090
	Iteration 30Q: 3 clusters Score -1598239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1598245.375000 Penalty: 4704.642090
	Iteration 31Q: 3 clusters Score -1598245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1598252.250000 Penalty: 4704.642090
	Iteration 32Q: 3 clusters Score -1598252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1598252.625000 Penalty: 4704.642090
	Iteration 33Q: 3 clusters Score -1598253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1598255.875000 Penalty: 4704.642090
	Iteration 34Q: 3 clusters Score -1598256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1598259.125000 Penalty: 4704.642090
	Iteration 35Q: 3 clusters Score -1598259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1598257.500000 Penalty: 4704.642090
	Iteration 36Q: 3 clusters Score -1598258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1598267.125000 Penalty: 4704.642090
	Iteration 37Q: 3 clusters Score -1598267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1598269.250000 Penalty: 4704.642090
	Iteration 38Q: 3 clusters Score -1598269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1598270.250000 Penalty: 4704.642090
	Iteration 39Q: 3 clusters Score -1598270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1598276.250000 Penalty: 4704.642090
	Iteration 40F: 3 clusters Score -1598276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1598275.375000 Penalty: 4704.642090
	Iteration 41Q: 3 clusters Score -1598275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1598274.125000 Penalty: 4704.642090
	Iteration 42Q: 3 clusters Score -1598274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1598271.875000 Penalty: 4704.642090
	Iteration 43Q: 3 clusters Score -1598272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1598271.875000 Penalty: 4704.642090
	Iteration 44F: 3 clusters Score -1598272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (169422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169422 members 
Entering Unmasked Estep 
Score: -21933798.000000 Penalty: 2985.956543
	Iteration 0F: 2 clusters Score -2.19338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84665 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -21825688.000000 Penalty: 5971.913086
	Iteration 0F: 3 clusters Score -2.182569e+07 nChanged 80872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 87065 members 
Entering Unmasked Estep 
Score: -21872094.000000 Penalty: 5971.913086
	Iteration 1F: 3 clusters Score -2.187209e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80585 members 
Mstep: Class 2 contains 88837 members 
Entering Unmasked Estep 
Score: -21873046.000000 Penalty: 5971.913086
	Iteration 2Q: 3 clusters Score -2.187305e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77741 members 
Mstep: Class 2 contains 91681 members 
Entering Unmasked Estep 
Score: -21874406.000000 Penalty: 5971.913086
	Iteration 3Q: 3 clusters Score -2.187441e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73354 members 
Mstep: Class 2 contains 96068 members 
Entering Unmasked Estep 
Score: -21876746.000000 Penalty: 5971.913086
	Iteration 4Q: 3 clusters Score -2.187675e+07 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 102488 members 
Entering Unmasked Estep 
Score: -21880572.000000 Penalty: 5971.913086
	Iteration 5Q: 3 clusters Score -2.188057e+07 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 111355 members 
Entering Unmasked Estep 
Score: -21886222.000000 Penalty: 5971.913086
	Iteration 6F: 3 clusters Score -2.188622e+07 nChanged 12282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 122323 members 
Entering Unmasked Estep 
Score: -21893994.000000 Penalty: 5971.913086
	Iteration 7F: 3 clusters Score -2.189399e+07 nChanged 12682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 134309 members 
Entering Unmasked Estep 
Score: -21903082.000000 Penalty: 5971.913086
	Iteration 8F: 3 clusters Score -2.190308e+07 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 145809 members 
Entering Unmasked Estep 
Score: -21912200.000000 Penalty: 5971.913086
	Iteration 9F: 3 clusters Score -2.19122e+07 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 155492 members 
Entering Unmasked Estep 
Score: -21920626.000000 Penalty: 5971.913086
	Iteration 10F: 3 clusters Score -2.192063e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 162693 members 
Entering Unmasked Estep 
Score: -21926764.000000 Penalty: 5971.913086
	Iteration 11Q: 3 clusters Score -2.192676e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 166714 members 
Entering Unmasked Estep 
Score: -21929660.000000 Penalty: 5971.913086
	Iteration 12Q: 3 clusters Score -2.192966e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 168299 members 
Entering Unmasked Estep 
Score: -21930602.000000 Penalty: 5971.913086
	Iteration 13Q: 3 clusters Score -2.19306e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 168802 members 
Entering Unmasked Estep 
Score: -21930986.000000 Penalty: 5971.913086
	Iteration 14Q: 3 clusters Score -2.193099e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 168962 members 
Entering Unmasked Estep 
Score: -21931070.000000 Penalty: 5971.913086
	Iteration 15Q: 3 clusters Score -2.193107e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 169028 members 
Entering Unmasked Estep 
Score: -21931136.000000 Penalty: 5971.913086
	Iteration 16Q: 3 clusters Score -2.193114e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 169059 members 
Entering Unmasked Estep 
Score: -21931174.000000 Penalty: 5971.913086
	Iteration 17Q: 3 clusters Score -2.193117e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 169076 members 
Entering Unmasked Estep 
Score: -21931188.000000 Penalty: 5971.913086
	Iteration 18Q: 3 clusters Score -2.193119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 169086 members 
Entering Unmasked Estep 
Score: -21931216.000000 Penalty: 5971.913086
	Iteration 19Q: 3 clusters Score -2.193122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 169090 members 
Entering Unmasked Estep 
Score: -21931236.000000 Penalty: 5971.913086
	Iteration 20F: 3 clusters Score -2.193124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 169093 members 
Entering Unmasked Estep 
Score: -21931250.000000 Penalty: 5971.913086
	Iteration 21Q: 3 clusters Score -2.193125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 169095 members 
Entering Unmasked Estep 
Score: -21931256.000000 Penalty: 5971.913086
	Iteration 22Q: 3 clusters Score -2.193126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 169097 members 
Entering Unmasked Estep 
Score: -21931254.000000 Penalty: 5971.913086
	Iteration 23Q: 3 clusters Score -2.193125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 169097 members 
Entering Unmasked Estep 
Score: -21931264.000000 Penalty: 5971.913086
	Iteration 24Q: 3 clusters Score -2.193126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 169098 members 
Entering Unmasked Estep 
Score: -21931254.000000 Penalty: 5971.913086
	Iteration 25Q: 3 clusters Score -2.193125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 169098 members 
Entering Unmasked Estep 
Score: -21931254.000000 Penalty: 5971.913086
	Iteration 26F: 3 clusters Score -2.193125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Entering Unmasked Estep 
Score: -6460320.000000 Penalty: 2684.072510
	Iteration 0F: 2 clusters Score -6460320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -6426557.000000 Penalty: 5368.145020
	Iteration 0F: 3 clusters Score -6426557 nChanged 23072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -6439498.500000 Penalty: 5368.145020
	Iteration 1F: 3 clusters Score -6439498 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -6440137.000000 Penalty: 5368.145020
	Iteration 2Q: 3 clusters Score -6440137 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -6440789.500000 Penalty: 5368.145020
	Iteration 3Q: 3 clusters Score -6440790 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -6441768.000000 Penalty: 5368.145020
	Iteration 4Q: 3 clusters Score -6441768 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -6443454.000000 Penalty: 5368.145020
	Iteration 5F: 3 clusters Score -6443454 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -6446216.500000 Penalty: 5368.145020
	Iteration 6F: 3 clusters Score -6446216 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -6450045.000000 Penalty: 5368.145020
	Iteration 7F: 3 clusters Score -6450045 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -6453934.000000 Penalty: 5368.145020
	Iteration 8F: 3 clusters Score -6453934 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -6456401.000000 Penalty: 5368.145020
	Iteration 9Q: 3 clusters Score -6456401 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -6457456.000000 Penalty: 5368.145020
	Iteration 10Q: 3 clusters Score -6457456 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -6457868.500000 Penalty: 5368.145020
	Iteration 11Q: 3 clusters Score -6457868 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -6458030.500000 Penalty: 5368.145020
	Iteration 12Q: 3 clusters Score -6458030 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 49845 members 
Entering Unmasked Estep 
Score: -6458092.000000 Penalty: 5368.145020
	Iteration 13Q: 3 clusters Score -6458092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -6458131.000000 Penalty: 5368.145020
	Iteration 14Q: 3 clusters Score -6458131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -6458143.500000 Penalty: 5368.145020
	Iteration 15Q: 3 clusters Score -6458144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -6458171.000000 Penalty: 5368.145020
	Iteration 16Q: 3 clusters Score -6458171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -6458174.500000 Penalty: 5368.145020
	Iteration 17Q: 3 clusters Score -6458174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -6458194.500000 Penalty: 5368.145020
	Iteration 18Q: 3 clusters Score -6458194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -6458210.500000 Penalty: 5368.145020
	Iteration 19Q: 3 clusters Score -6458210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -6458228.000000 Penalty: 5368.145020
	Iteration 20F: 3 clusters Score -6458228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -6458235.500000 Penalty: 5368.145020
	Iteration 21Q: 3 clusters Score -6458236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -6458243.000000 Penalty: 5368.145020
	Iteration 22Q: 3 clusters Score -6458243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -6458247.000000 Penalty: 5368.145020
	Iteration 23Q: 3 clusters Score -6458247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -6458251.000000 Penalty: 5368.145020
	Iteration 24Q: 3 clusters Score -6458251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -6458259.500000 Penalty: 5368.145020
	Iteration 25Q: 3 clusters Score -6458260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -6458273.500000 Penalty: 5368.145020
	Iteration 26Q: 3 clusters Score -6458274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -6458281.000000 Penalty: 5368.145020
	Iteration 27Q: 3 clusters Score -6458281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -6458280.500000 Penalty: 5368.145020
	Iteration 28Q: 3 clusters Score -6458280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -6458279.500000 Penalty: 5368.145020
	Iteration 29Q: 3 clusters Score -6458280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -6458282.000000 Penalty: 5368.145020
	Iteration 30Q: 3 clusters Score -6458282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -6458282.000000 Penalty: 5368.145020
	Iteration 31F: 3 clusters Score -6458282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (152413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152413 members 
Entering Unmasked Estep 
Score: -19602472.000000 Penalty: 2959.718506
	Iteration 0F: 2 clusters Score -1.960247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76145 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -19501492.000000 Penalty: 5919.437012
	Iteration 0F: 3 clusters Score -1.950149e+07 nChanged 73142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 77662 members 
Entering Unmasked Estep 
Score: -19543774.000000 Penalty: 5919.437012
	Iteration 1F: 3 clusters Score -1.954377e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73889 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -19544616.000000 Penalty: 5919.437012
	Iteration 2Q: 3 clusters Score -1.954462e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72543 members 
Mstep: Class 2 contains 79870 members 
Entering Unmasked Estep 
Score: -19545724.000000 Penalty: 5919.437012
	Iteration 3Q: 3 clusters Score -1.954572e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70541 members 
Mstep: Class 2 contains 81872 members 
Entering Unmasked Estep 
Score: -19547306.000000 Penalty: 5919.437012
	Iteration 4Q: 3 clusters Score -1.954731e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67482 members 
Mstep: Class 2 contains 84931 members 
Entering Unmasked Estep 
Score: -19549542.000000 Penalty: 5919.437012
	Iteration 5Q: 3 clusters Score -1.954954e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 89232 members 
Entering Unmasked Estep 
Score: -19553006.000000 Penalty: 5919.437012
	Iteration 6Q: 3 clusters Score -1.955301e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 94978 members 
Entering Unmasked Estep 
Score: -19558236.000000 Penalty: 5919.437012
	Iteration 7F: 3 clusters Score -1.955824e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 101916 members 
Entering Unmasked Estep 
Score: -19564944.000000 Penalty: 5919.437012
	Iteration 8F: 3 clusters Score -1.956494e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 109004 members 
Entering Unmasked Estep 
Score: -19572384.000000 Penalty: 5919.437012
	Iteration 9F: 3 clusters Score -1.957238e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 115038 members 
Entering Unmasked Estep 
Score: -19579002.000000 Penalty: 5919.437012
	Iteration 10F: 3 clusters Score -1.9579e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 119517 members 
Entering Unmasked Estep 
Score: -19583976.000000 Penalty: 5919.437012
	Iteration 11Q: 3 clusters Score -1.958398e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 122981 members 
Entering Unmasked Estep 
Score: -19586974.000000 Penalty: 5919.437012
	Iteration 12Q: 3 clusters Score -1.958697e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 126006 members 
Entering Unmasked Estep 
Score: -19589056.000000 Penalty: 5919.437012
	Iteration 13Q: 3 clusters Score -1.958906e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 128771 members 
Entering Unmasked Estep 
Score: -19590748.000000 Penalty: 5919.437012
	Iteration 14Q: 3 clusters Score -1.959075e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 131266 members 
Entering Unmasked Estep 
Score: -19592502.000000 Penalty: 5919.437012
	Iteration 15Q: 3 clusters Score -1.95925e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 133499 members 
Entering Unmasked Estep 
Score: -19593978.000000 Penalty: 5919.437012
	Iteration 16Q: 3 clusters Score -1.959398e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 135397 members 
Entering Unmasked Estep 
Score: -19595298.000000 Penalty: 5919.437012
	Iteration 17Q: 3 clusters Score -1.95953e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 136972 members 
Entering Unmasked Estep 
Score: -19596366.000000 Penalty: 5919.437012
	Iteration 18Q: 3 clusters Score -1.959637e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 138346 members 
Entering Unmasked Estep 
Score: -19597142.000000 Penalty: 5919.437012
	Iteration 19Q: 3 clusters Score -1.959714e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 139512 members 
Entering Unmasked Estep 
Score: -19597598.000000 Penalty: 5919.437012
	Iteration 20F: 3 clusters Score -1.95976e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 140567 members 
Entering Unmasked Estep 
Score: -19598116.000000 Penalty: 5919.437012
	Iteration 21Q: 3 clusters Score -1.959812e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 141506 members 
Entering Unmasked Estep 
Score: -19598366.000000 Penalty: 5919.437012
	Iteration 22Q: 3 clusters Score -1.959837e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 142349 members 
Entering Unmasked Estep 
Score: -19598674.000000 Penalty: 5919.437012
	Iteration 23Q: 3 clusters Score -1.959867e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 143142 members 
Entering Unmasked Estep 
Score: -19598866.000000 Penalty: 5919.437012
	Iteration 24Q: 3 clusters Score -1.959887e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 143866 members 
Entering Unmasked Estep 
Score: -19599106.000000 Penalty: 5919.437012
	Iteration 25Q: 3 clusters Score -1.959911e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 144548 members 
Entering Unmasked Estep 
Score: -19599286.000000 Penalty: 5919.437012
	Iteration 26Q: 3 clusters Score -1.959929e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 145209 members 
Entering Unmasked Estep 
Score: -19599422.000000 Penalty: 5919.437012
	Iteration 27Q: 3 clusters Score -1.959942e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 145846 members 
Entering Unmasked Estep 
Score: -19599608.000000 Penalty: 5919.437012
	Iteration 28Q: 3 clusters Score -1.959961e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 146447 members 
Entering Unmasked Estep 
Score: -19599818.000000 Penalty: 5919.437012
	Iteration 29Q: 3 clusters Score -1.959982e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 147038 members 
Entering Unmasked Estep 
Score: -19600008.000000 Penalty: 5919.437012
	Iteration 30Q: 3 clusters Score -1.960001e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 147546 members 
Entering Unmasked Estep 
Score: -19600172.000000 Penalty: 5919.437012
	Iteration 31Q: 3 clusters Score -1.960017e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 147972 members 
Entering Unmasked Estep 
Score: -19600282.000000 Penalty: 5919.437012
	Iteration 32Q: 3 clusters Score -1.960028e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 148337 members 
Entering Unmasked Estep 
Score: -19600396.000000 Penalty: 5919.437012
	Iteration 33Q: 3 clusters Score -1.96004e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 148645 members 
Entering Unmasked Estep 
Score: -19600492.000000 Penalty: 5919.437012
	Iteration 34Q: 3 clusters Score -1.960049e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 148897 members 
Entering Unmasked Estep 
Score: -19600582.000000 Penalty: 5919.437012
	Iteration 35Q: 3 clusters Score -1.960058e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 149124 members 
Entering Unmasked Estep 
Score: -19600650.000000 Penalty: 5919.437012
	Iteration 36Q: 3 clusters Score -1.960065e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 149292 members 
Entering Unmasked Estep 
Score: -19600708.000000 Penalty: 5919.437012
	Iteration 37Q: 3 clusters Score -1.960071e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 149414 members 
Entering Unmasked Estep 
Score: -19600676.000000 Penalty: 5919.437012
	Iteration 38Q: 3 clusters Score -1.960068e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 149516 members 
Entering Unmasked Estep 
Score: -19600750.000000 Penalty: 5919.437012
	Iteration 39Q: 3 clusters Score -1.960075e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 149594 members 
Entering Unmasked Estep 
Score: -19600772.000000 Penalty: 5919.437012
	Iteration 40F: 3 clusters Score -1.960077e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 149657 members 
Entering Unmasked Estep 
Score: -19600788.000000 Penalty: 5919.437012
	Iteration 41Q: 3 clusters Score -1.960079e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 149717 members 
Entering Unmasked Estep 
Score: -19600756.000000 Penalty: 5919.437012
	Iteration 42Q: 3 clusters Score -1.960076e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 149768 members 
Entering Unmasked Estep 
Score: -19600756.000000 Penalty: 5919.437012
	Iteration 43Q: 3 clusters Score -1.960076e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 149811 members 
Entering Unmasked Estep 
Score: -19600738.000000 Penalty: 5919.437012
	Iteration 44Q: 3 clusters Score -1.960074e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 149848 members 
Entering Unmasked Estep 
Score: -19600732.000000 Penalty: 5919.437012
	Iteration 45Q: 3 clusters Score -1.960073e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 149876 members 
Entering Unmasked Estep 
Score: -19600758.000000 Penalty: 5919.437012
	Iteration 46Q: 3 clusters Score -1.960076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 149893 members 
Entering Unmasked Estep 
Score: -19600754.000000 Penalty: 5919.437012
	Iteration 47Q: 3 clusters Score -1.960075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 149902 members 
Entering Unmasked Estep 
Score: -19600748.000000 Penalty: 5919.437012
	Iteration 48Q: 3 clusters Score -1.960075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 149910 members 
Entering Unmasked Estep 
Score: -19600764.000000 Penalty: 5919.437012
	Iteration 49Q: 3 clusters Score -1.960076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 149919 members 
Entering Unmasked Estep 
Score: -19600774.000000 Penalty: 5919.437012
	Iteration 50Q: 3 clusters Score -1.960077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 149926 members 
Entering Unmasked Estep 
Score: -19600764.000000 Penalty: 5919.437012
	Iteration 51Q: 3 clusters Score -1.960076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 149936 members 
Entering Unmasked Estep 
Score: -19600758.000000 Penalty: 5919.437012
	Iteration 52Q: 3 clusters Score -1.960076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 149949 members 
Entering Unmasked Estep 
Score: -19600788.000000 Penalty: 5919.437012
	Iteration 53Q: 3 clusters Score -1.960079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 149956 members 
Entering Unmasked Estep 
Score: -19600792.000000 Penalty: 5919.437012
	Iteration 54Q: 3 clusters Score -1.960079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 149963 members 
Entering Unmasked Estep 
Score: -19600796.000000 Penalty: 5919.437012
	Iteration 55Q: 3 clusters Score -1.96008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 149969 members 
Entering Unmasked Estep 
Score: -19600794.000000 Penalty: 5919.437012
	Iteration 56Q: 3 clusters Score -1.960079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 149974 members 
Entering Unmasked Estep 
Score: -19600790.000000 Penalty: 5919.437012
	Iteration 57Q: 3 clusters Score -1.960079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 149978 members 
Entering Unmasked Estep 
Score: -19600768.000000 Penalty: 5919.437012
	Iteration 58Q: 3 clusters Score -1.960077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 149982 members 
Entering Unmasked Estep 
Score: -19600788.000000 Penalty: 5919.437012
	Iteration 59Q: 3 clusters Score -1.960079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 149984 members 
Entering Unmasked Estep 
Score: -19600780.000000 Penalty: 5919.437012
	Iteration 60F: 3 clusters Score -1.960078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (100156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100156 members 
Entering Unmasked Estep 
Score: -12970662.000000 Penalty: 2855.592041
	Iteration 0F: 2 clusters Score -1.297066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -12904025.000000 Penalty: 5711.184082
	Iteration 0F: 3 clusters Score -1.290402e+07 nChanged 47155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -12930899.000000 Penalty: 5711.184082
	Iteration 1F: 3 clusters Score -1.29309e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -12932257.000000 Penalty: 5711.184082
	Iteration 2Q: 3 clusters Score -1.293226e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -12934361.000000 Penalty: 5711.184082
	Iteration 3Q: 3 clusters Score -1.293436e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -12937575.000000 Penalty: 5711.184082
	Iteration 4F: 3 clusters Score -1.293758e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65316 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -12942109.000000 Penalty: 5711.184082
	Iteration 5F: 3 clusters Score -1.294211e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -12947071.000000 Penalty: 5711.184082
	Iteration 6F: 3 clusters Score -1.294707e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76312 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -12951345.000000 Penalty: 5711.184082
	Iteration 7F: 3 clusters Score -1.295134e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81226 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -12954770.000000 Penalty: 5711.184082
	Iteration 8F: 3 clusters Score -1.295477e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -12957610.000000 Penalty: 5711.184082
	Iteration 9Q: 3 clusters Score -1.295761e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89572 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -12960494.000000 Penalty: 5711.184082
	Iteration 10Q: 3 clusters Score -1.296049e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93129 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -12963159.000000 Penalty: 5711.184082
	Iteration 11Q: 3 clusters Score -1.296316e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95815 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -12965221.000000 Penalty: 5711.184082
	Iteration 12Q: 3 clusters Score -1.296522e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97548 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -12966492.000000 Penalty: 5711.184082
	Iteration 13Q: 3 clusters Score -1.296649e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98517 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -12967186.000000 Penalty: 5711.184082
	Iteration 14Q: 3 clusters Score -1.296719e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99046 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -12967641.000000 Penalty: 5711.184082
	Iteration 15Q: 3 clusters Score -1.296764e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99308 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12967846.000000 Penalty: 5711.184082
	Iteration 16Q: 3 clusters Score -1.296785e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99445 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -12968017.000000 Penalty: 5711.184082
	Iteration 17Q: 3 clusters Score -1.296802e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99523 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -12968095.000000 Penalty: 5711.184082
	Iteration 18Q: 3 clusters Score -1.29681e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99564 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -12968137.000000 Penalty: 5711.184082
	Iteration 19Q: 3 clusters Score -1.296814e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99593 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -12968156.000000 Penalty: 5711.184082
	Iteration 20F: 3 clusters Score -1.296816e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99612 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -12968184.000000 Penalty: 5711.184082
	Iteration 21Q: 3 clusters Score -1.296818e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99631 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -12968203.000000 Penalty: 5711.184082
	Iteration 22Q: 3 clusters Score -1.29682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99639 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12968230.000000 Penalty: 5711.184082
	Iteration 23Q: 3 clusters Score -1.296823e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99650 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12968265.000000 Penalty: 5711.184082
	Iteration 24Q: 3 clusters Score -1.296826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99658 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12968277.000000 Penalty: 5711.184082
	Iteration 25Q: 3 clusters Score -1.296828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99662 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12968290.000000 Penalty: 5711.184082
	Iteration 26Q: 3 clusters Score -1.296829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99664 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12968290.000000 Penalty: 5711.184082
	Iteration 27Q: 3 clusters Score -1.296829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99668 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12968293.000000 Penalty: 5711.184082
	Iteration 28Q: 3 clusters Score -1.296829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99671 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -12968293.000000 Penalty: 5711.184082
	Iteration 29Q: 3 clusters Score -1.296829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99676 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -12968307.000000 Penalty: 5711.184082
	Iteration 30Q: 3 clusters Score -1.296831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99680 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -12968301.000000 Penalty: 5711.184082
	Iteration 31Q: 3 clusters Score -1.29683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99685 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12968304.000000 Penalty: 5711.184082
	Iteration 32Q: 3 clusters Score -1.29683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99686 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -12968305.000000 Penalty: 5711.184082
	Iteration 33Q: 3 clusters Score -1.29683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99688 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12968310.000000 Penalty: 5711.184082
	Iteration 34Q: 3 clusters Score -1.296831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99686 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -12968316.000000 Penalty: 5711.184082
	Iteration 35Q: 3 clusters Score -1.296832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99686 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -12968316.000000 Penalty: 5711.184082
	Iteration 36F: 3 clusters Score -1.296832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77117 members 
Entering Unmasked Estep 
Score: -9865025.000000 Penalty: 2790.763672
	Iteration 0F: 2 clusters Score -9865025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -9813343.000000 Penalty: 5581.527344
	Iteration 0F: 3 clusters Score -9813343 nChanged 36009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -9833591.000000 Penalty: 5581.527344
	Iteration 1F: 3 clusters Score -9833591 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -9834160.000000 Penalty: 5581.527344
	Iteration 2Q: 3 clusters Score -9834160 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -9834850.000000 Penalty: 5581.527344
	Iteration 3Q: 3 clusters Score -9834850 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -9835557.000000 Penalty: 5581.527344
	Iteration 4Q: 3 clusters Score -9835557 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -9836449.000000 Penalty: 5581.527344
	Iteration 5Q: 3 clusters Score -9836449 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -9837893.000000 Penalty: 5581.527344
	Iteration 6Q: 3 clusters Score -9837893 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -9840070.000000 Penalty: 5581.527344
	Iteration 7F: 3 clusters Score -9840070 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -9843316.000000 Penalty: 5581.527344
	Iteration 8F: 3 clusters Score -9843316 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -9847724.000000 Penalty: 5581.527344
	Iteration 9F: 3 clusters Score -9847724 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 64061 members 
Entering Unmasked Estep 
Score: -9852402.000000 Penalty: 5581.527344
	Iteration 10F: 3 clusters Score -9852402 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -9856330.000000 Penalty: 5581.527344
	Iteration 11F: 3 clusters Score -9856330 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 71713 members 
Entering Unmasked Estep 
Score: -9858998.000000 Penalty: 5581.527344
	Iteration 12Q: 3 clusters Score -9858998 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 73807 members 
Entering Unmasked Estep 
Score: -9860784.000000 Penalty: 5581.527344
	Iteration 13Q: 3 clusters Score -9860784 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -9861734.000000 Penalty: 5581.527344
	Iteration 14Q: 3 clusters Score -9861734 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 75593 members 
Entering Unmasked Estep 
Score: -9862191.000000 Penalty: 5581.527344
	Iteration 15Q: 3 clusters Score -9862191 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 75908 members 
Entering Unmasked Estep 
Score: -9862418.000000 Penalty: 5581.527344
	Iteration 16Q: 3 clusters Score -9862418 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 76075 members 
Entering Unmasked Estep 
Score: -9862592.000000 Penalty: 5581.527344
	Iteration 17Q: 3 clusters Score -9862592 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 76200 members 
Entering Unmasked Estep 
Score: -9862699.000000 Penalty: 5581.527344
	Iteration 18Q: 3 clusters Score -9862699 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
Score: -9862771.000000 Penalty: 5581.527344
	Iteration 19Q: 3 clusters Score -9862771 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 76303 members 
Entering Unmasked Estep 
Score: -9862807.000000 Penalty: 5581.527344
	Iteration 20F: 3 clusters Score -9862807 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -9862846.000000 Penalty: 5581.527344
	Iteration 21Q: 3 clusters Score -9862846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 76344 members 
Entering Unmasked Estep 
Score: -9862860.000000 Penalty: 5581.527344
	Iteration 22Q: 3 clusters Score -9862860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 76353 members 
Entering Unmasked Estep 
Score: -9862878.000000 Penalty: 5581.527344
	Iteration 23Q: 3 clusters Score -9862878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 76361 members 
Entering Unmasked Estep 
Score: -9862901.000000 Penalty: 5581.527344
	Iteration 24Q: 3 clusters Score -9862901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 76368 members 
Entering Unmasked Estep 
Score: -9862902.000000 Penalty: 5581.527344
	Iteration 25Q: 3 clusters Score -9862902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 76371 members 
Entering Unmasked Estep 
Score: -9862922.000000 Penalty: 5581.527344
	Iteration 26Q: 3 clusters Score -9862922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 76372 members 
Entering Unmasked Estep 
Score: -9862932.000000 Penalty: 5581.527344
	Iteration 27Q: 3 clusters Score -9862932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
Score: -9862948.000000 Penalty: 5581.527344
	Iteration 28Q: 3 clusters Score -9862948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 76382 members 
Entering Unmasked Estep 
Score: -9862971.000000 Penalty: 5581.527344
	Iteration 29Q: 3 clusters Score -9862971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -9862967.000000 Penalty: 5581.527344
	Iteration 30Q: 3 clusters Score -9862967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 76382 members 
Entering Unmasked Estep 
Score: -9862970.000000 Penalty: 5581.527344
	Iteration 31Q: 3 clusters Score -9862970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -9862973.000000 Penalty: 5581.527344
	Iteration 32Q: 3 clusters Score -9862973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -9862971.000000 Penalty: 5581.527344
	Iteration 33Q: 3 clusters Score -9862971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -9862971.000000 Penalty: 5581.527344
	Iteration 34F: 3 clusters Score -9862971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (180098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180098 members 
Entering Unmasked Estep 
Score: -23103244.000000 Penalty: 3001.111572
	Iteration 0F: 2 clusters Score -2.310324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 89962 members 
Entering Unmasked Estep 
Score: -22983608.000000 Penalty: 6002.223145
	Iteration 0F: 3 clusters Score -2.298361e+07 nChanged 86402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92062 members 
Mstep: Class 2 contains 88036 members 
Entering Unmasked Estep 
Score: -23032834.000000 Penalty: 6002.223145
	Iteration 1F: 3 clusters Score -2.303283e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93214 members 
Mstep: Class 2 contains 86884 members 
Entering Unmasked Estep 
Score: -23033712.000000 Penalty: 6002.223145
	Iteration 2Q: 3 clusters Score -2.303371e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 85023 members 
Entering Unmasked Estep 
Score: -23034476.000000 Penalty: 6002.223145
	Iteration 3Q: 3 clusters Score -2.303448e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98018 members 
Mstep: Class 2 contains 82080 members 
Entering Unmasked Estep 
Score: -23035486.000000 Penalty: 6002.223145
	Iteration 4Q: 3 clusters Score -2.303549e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102609 members 
Mstep: Class 2 contains 77489 members 
Entering Unmasked Estep 
Score: -23037440.000000 Penalty: 6002.223145
	Iteration 5Q: 3 clusters Score -2.303744e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109387 members 
Mstep: Class 2 contains 70711 members 
Entering Unmasked Estep 
Score: -23040350.000000 Penalty: 6002.223145
	Iteration 6Q: 3 clusters Score -2.304035e+07 nChanged 10235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119310 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -23045902.000000 Penalty: 6002.223145
	Iteration 7F: 3 clusters Score -2.30459e+07 nChanged 13584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132804 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -23055704.000000 Penalty: 6002.223145
	Iteration 8F: 3 clusters Score -2.30557e+07 nChanged 16162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148952 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -23070166.000000 Penalty: 6002.223145
	Iteration 9F: 3 clusters Score -2.307017e+07 nChanged 14949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163899 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -23085110.000000 Penalty: 6002.223145
	Iteration 10F: 3 clusters Score -2.308511e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173801 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -23094722.000000 Penalty: 6002.223145
	Iteration 11F: 3 clusters Score -2.309472e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178112 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -23098818.000000 Penalty: 6002.223145
	Iteration 12Q: 3 clusters Score -2.309882e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179380 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -23099948.000000 Penalty: 6002.223145
	Iteration 13Q: 3 clusters Score -2.309995e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179699 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -23100326.000000 Penalty: 6002.223145
	Iteration 14Q: 3 clusters Score -2.310033e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179776 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -23100446.000000 Penalty: 6002.223145
	Iteration 15Q: 3 clusters Score -2.310045e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179799 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -23100512.000000 Penalty: 6002.223145
	Iteration 16Q: 3 clusters Score -2.310051e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179814 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23100560.000000 Penalty: 6002.223145
	Iteration 17Q: 3 clusters Score -2.310056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179814 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23100582.000000 Penalty: 6002.223145
	Iteration 18Q: 3 clusters Score -2.310058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179816 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23100584.000000 Penalty: 6002.223145
	Iteration 19Q: 3 clusters Score -2.310058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179815 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23100592.000000 Penalty: 6002.223145
	Iteration 20F: 3 clusters Score -2.310059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179813 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23100598.000000 Penalty: 6002.223145
	Iteration 21Q: 3 clusters Score -2.31006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179811 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23100608.000000 Penalty: 6002.223145
	Iteration 22Q: 3 clusters Score -2.310061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179806 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -23100608.000000 Penalty: 6002.223145
	Iteration 23Q: 3 clusters Score -2.310061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179810 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -23100628.000000 Penalty: 6002.223145
	Iteration 24Q: 3 clusters Score -2.310063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179813 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23100620.000000 Penalty: 6002.223145
	Iteration 25Q: 3 clusters Score -2.310062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179815 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23100640.000000 Penalty: 6002.223145
	Iteration 26Q: 3 clusters Score -2.310064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179817 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23100646.000000 Penalty: 6002.223145
	Iteration 27Q: 3 clusters Score -2.310065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179818 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23100656.000000 Penalty: 6002.223145
	Iteration 28Q: 3 clusters Score -2.310066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179815 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23100680.000000 Penalty: 6002.223145
	Iteration 29Q: 3 clusters Score -2.310068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179816 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23100686.000000 Penalty: 6002.223145
	Iteration 30Q: 3 clusters Score -2.310069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179816 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23100686.000000 Penalty: 6002.223145
	Iteration 31F: 3 clusters Score -2.310069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Entering Unmasked Estep 
Score: -989714.625000 Penalty: 2227.238770
	Iteration 0F: 2 clusters Score -989714.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -983400.875000 Penalty: 4454.477539
	Iteration 0F: 3 clusters Score -983400.9 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -985135.812500 Penalty: 4454.477539
	Iteration 1F: 3 clusters Score -985135.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -985445.937500 Penalty: 4454.477539
	Iteration 2F: 3 clusters Score -985445.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -985709.687500 Penalty: 4454.477539
	Iteration 3F: 3 clusters Score -985709.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -985978.812500 Penalty: 4454.477539
	Iteration 4Q: 3 clusters Score -985978.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -986277.750000 Penalty: 4454.477539
	Iteration 5F: 3 clusters Score -986277.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -986605.125000 Penalty: 4454.477539
	Iteration 6F: 3 clusters Score -986605.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -986932.812500 Penalty: 4454.477539
	Iteration 7F: 3 clusters Score -986932.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -987230.000000 Penalty: 4454.477539
	Iteration 8Q: 3 clusters Score -987230 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -987433.437500 Penalty: 4454.477539
	Iteration 9Q: 3 clusters Score -987433.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -987559.000000 Penalty: 4454.477539
	Iteration 10Q: 3 clusters Score -987559 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -987647.875000 Penalty: 4454.477539
	Iteration 11Q: 3 clusters Score -987647.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -987688.000000 Penalty: 4454.477539
	Iteration 12Q: 3 clusters Score -987688 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -987714.187500 Penalty: 4454.477539
	Iteration 13Q: 3 clusters Score -987714.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -987734.562500 Penalty: 4454.477539
	Iteration 14Q: 3 clusters Score -987734.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -987745.937500 Penalty: 4454.477539
	Iteration 15Q: 3 clusters Score -987745.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -987752.125000 Penalty: 4454.477539
	Iteration 16Q: 3 clusters Score -987752.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -987763.937500 Penalty: 4454.477539
	Iteration 17Q: 3 clusters Score -987763.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -987775.000000 Penalty: 4454.477539
	Iteration 18Q: 3 clusters Score -987775 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -987784.000000 Penalty: 4454.477539
	Iteration 19Q: 3 clusters Score -987784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -987794.750000 Penalty: 4454.477539
	Iteration 20F: 3 clusters Score -987794.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -987799.812500 Penalty: 4454.477539
	Iteration 21Q: 3 clusters Score -987799.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -987805.625000 Penalty: 4454.477539
	Iteration 22Q: 3 clusters Score -987805.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -987809.812500 Penalty: 4454.477539
	Iteration 23Q: 3 clusters Score -987809.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -987816.000000 Penalty: 4454.477539
	Iteration 24Q: 3 clusters Score -987816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -987815.375000 Penalty: 4454.477539
	Iteration 25Q: 3 clusters Score -987815.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -987815.812500 Penalty: 4454.477539
	Iteration 26Q: 3 clusters Score -987815.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -987816.875000 Penalty: 4454.477539
	Iteration 27Q: 3 clusters Score -987816.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -987819.750000 Penalty: 4454.477539
	Iteration 28Q: 3 clusters Score -987819.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -987820.062500 Penalty: 4454.477539
	Iteration 29Q: 3 clusters Score -987820.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -987818.500000 Penalty: 4454.477539
	Iteration 30Q: 3 clusters Score -987818.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -987819.875000 Penalty: 4454.477539
	Iteration 31Q: 3 clusters Score -987819.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -987819.875000 Penalty: 4454.477539
	Iteration 32F: 3 clusters Score -987819.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Entering Unmasked Estep 
Score: -1936018.625000 Penalty: 2380.988281
	Iteration 0F: 2 clusters Score -1936019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1925312.625000 Penalty: 4761.976562
	Iteration 0F: 3 clusters Score -1925313 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1928660.125000 Penalty: 4761.976562
	Iteration 1F: 3 clusters Score -1928660 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1928958.250000 Penalty: 4761.976562
	Iteration 2F: 3 clusters Score -1928958 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1929178.125000 Penalty: 4761.976562
	Iteration 3Q: 3 clusters Score -1929178 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1929384.500000 Penalty: 4761.976562
	Iteration 4Q: 3 clusters Score -1929384 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1929577.500000 Penalty: 4761.976562
	Iteration 5Q: 3 clusters Score -1929578 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1929796.875000 Penalty: 4761.976562
	Iteration 6Q: 3 clusters Score -1929797 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1930036.750000 Penalty: 4761.976562
	Iteration 7Q: 3 clusters Score -1930037 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1930349.000000 Penalty: 4761.976562
	Iteration 8Q: 3 clusters Score -1930349 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1930712.500000 Penalty: 4761.976562
	Iteration 9Q: 3 clusters Score -1930712 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1931196.625000 Penalty: 4761.976562
	Iteration 10Q: 3 clusters Score -1931197 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1931757.000000 Penalty: 4761.976562
	Iteration 11F: 3 clusters Score -1931757 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1932305.875000 Penalty: 4761.976562
	Iteration 12Q: 3 clusters Score -1932306 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1932795.875000 Penalty: 4761.976562
	Iteration 13Q: 3 clusters Score -1932796 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1933208.875000 Penalty: 4761.976562
	Iteration 14Q: 3 clusters Score -1933209 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1933497.875000 Penalty: 4761.976562
	Iteration 15Q: 3 clusters Score -1933498 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1933700.625000 Penalty: 4761.976562
	Iteration 16Q: 3 clusters Score -1933701 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1933822.000000 Penalty: 4761.976562
	Iteration 17Q: 3 clusters Score -1933822 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1933898.875000 Penalty: 4761.976562
	Iteration 18Q: 3 clusters Score -1933899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1933928.625000 Penalty: 4761.976562
	Iteration 19Q: 3 clusters Score -1933929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1933951.250000 Penalty: 4761.976562
	Iteration 20F: 3 clusters Score -1933951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1933963.750000 Penalty: 4761.976562
	Iteration 21Q: 3 clusters Score -1933964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1933981.000000 Penalty: 4761.976562
	Iteration 22Q: 3 clusters Score -1933981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1933988.625000 Penalty: 4761.976562
	Iteration 23Q: 3 clusters Score -1933989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1933998.250000 Penalty: 4761.976562
	Iteration 24Q: 3 clusters Score -1933998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1934007.250000 Penalty: 4761.976562
	Iteration 25Q: 3 clusters Score -1934007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1934010.125000 Penalty: 4761.976562
	Iteration 26Q: 3 clusters Score -1934010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1934008.125000 Penalty: 4761.976562
	Iteration 27Q: 3 clusters Score -1934008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1934014.500000 Penalty: 4761.976562
	Iteration 28Q: 3 clusters Score -1934014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1934020.375000 Penalty: 4761.976562
	Iteration 29Q: 3 clusters Score -1934020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1934017.750000 Penalty: 4761.976562
	Iteration 30Q: 3 clusters Score -1934018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1934020.500000 Penalty: 4761.976562
	Iteration 31Q: 3 clusters Score -1934020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1934024.250000 Penalty: 4761.976562
	Iteration 32Q: 3 clusters Score -1934024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1934025.250000 Penalty: 4761.976562
	Iteration 33Q: 3 clusters Score -1934025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1934030.000000 Penalty: 4761.976562
	Iteration 34Q: 3 clusters Score -1934030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1934032.000000 Penalty: 4761.976562
	Iteration 35Q: 3 clusters Score -1934032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1934032.250000 Penalty: 4761.976562
	Iteration 36Q: 3 clusters Score -1934032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1934032.500000 Penalty: 4761.976562
	Iteration 37Q: 3 clusters Score -1934032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1934032.500000 Penalty: 4761.976562
	Iteration 38F: 3 clusters Score -1934032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -31967.218750 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -31967.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30856.265625 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -30856.27 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31356.773438 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -31356.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31501.464844 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -31501.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31583.687500 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -31583.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31616.400391 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -31616.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31636.621094 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -31636.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31639.740234 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -31639.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31683.251953 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -31683.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31683.251953 Penalty: 2916.744385
	Iteration 8F: 3 clusters Score -31683.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Entering Unmasked Estep 
Score: -634245.625000 Penalty: 2115.173096
	Iteration 0F: 2 clusters Score -634245.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -629713.625000 Penalty: 4230.346191
	Iteration 0F: 3 clusters Score -629713.6 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -630894.125000 Penalty: 4230.346191
	Iteration 1F: 3 clusters Score -630894.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -631127.437500 Penalty: 4230.346191
	Iteration 2F: 3 clusters Score -631127.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -631290.437500 Penalty: 4230.346191
	Iteration 3F: 3 clusters Score -631290.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -631414.937500 Penalty: 4230.346191
	Iteration 4Q: 3 clusters Score -631414.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -631520.750000 Penalty: 4230.346191
	Iteration 5Q: 3 clusters Score -631520.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -631641.125000 Penalty: 4230.346191
	Iteration 6Q: 3 clusters Score -631641.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -631764.187500 Penalty: 4230.346191
	Iteration 7Q: 3 clusters Score -631764.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -631870.500000 Penalty: 4230.346191
	Iteration 8Q: 3 clusters Score -631870.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -631944.437500 Penalty: 4230.346191
	Iteration 9Q: 3 clusters Score -631944.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -632013.250000 Penalty: 4230.346191
	Iteration 10Q: 3 clusters Score -632013.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -632062.625000 Penalty: 4230.346191
	Iteration 11Q: 3 clusters Score -632062.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -632117.562500 Penalty: 4230.346191
	Iteration 12Q: 3 clusters Score -632117.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -632154.250000 Penalty: 4230.346191
	Iteration 13Q: 3 clusters Score -632154.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -632187.187500 Penalty: 4230.346191
	Iteration 14Q: 3 clusters Score -632187.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -632213.875000 Penalty: 4230.346191
	Iteration 15Q: 3 clusters Score -632213.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -632236.000000 Penalty: 4230.346191
	Iteration 16Q: 3 clusters Score -632236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -632254.937500 Penalty: 4230.346191
	Iteration 17Q: 3 clusters Score -632254.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -632269.437500 Penalty: 4230.346191
	Iteration 18Q: 3 clusters Score -632269.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -632280.500000 Penalty: 4230.346191
	Iteration 19Q: 3 clusters Score -632280.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -632291.437500 Penalty: 4230.346191
	Iteration 20F: 3 clusters Score -632291.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -632298.437500 Penalty: 4230.346191
	Iteration 21Q: 3 clusters Score -632298.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -632308.062500 Penalty: 4230.346191
	Iteration 22Q: 3 clusters Score -632308.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -632315.500000 Penalty: 4230.346191
	Iteration 23Q: 3 clusters Score -632315.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -632323.750000 Penalty: 4230.346191
	Iteration 24Q: 3 clusters Score -632323.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -632328.125000 Penalty: 4230.346191
	Iteration 25Q: 3 clusters Score -632328.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -632331.750000 Penalty: 4230.346191
	Iteration 26Q: 3 clusters Score -632331.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -632333.375000 Penalty: 4230.346191
	Iteration 27Q: 3 clusters Score -632333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -632337.250000 Penalty: 4230.346191
	Iteration 28Q: 3 clusters Score -632337.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -632340.250000 Penalty: 4230.346191
	Iteration 29Q: 3 clusters Score -632340.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -632341.687500 Penalty: 4230.346191
	Iteration 30Q: 3 clusters Score -632341.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -632346.500000 Penalty: 4230.346191
	Iteration 31Q: 3 clusters Score -632346.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -632348.750000 Penalty: 4230.346191
	Iteration 32Q: 3 clusters Score -632348.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -632349.375000 Penalty: 4230.346191
	Iteration 33Q: 3 clusters Score -632349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -632351.187500 Penalty: 4230.346191
	Iteration 34Q: 3 clusters Score -632351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -632351.312500 Penalty: 4230.346191
	Iteration 35Q: 3 clusters Score -632351.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -632351.312500 Penalty: 4230.346191
	Iteration 36F: 3 clusters Score -632351.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Entering Unmasked Estep 
Score: -1115235.875000 Penalty: 2254.258789
	Iteration 0F: 2 clusters Score -1115236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1108312.000000 Penalty: 4508.517578
	Iteration 0F: 3 clusters Score -1108312 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1110225.500000 Penalty: 4508.517578
	Iteration 1F: 3 clusters Score -1110226 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1110514.875000 Penalty: 4508.517578
	Iteration 2F: 3 clusters Score -1110515 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1110731.125000 Penalty: 4508.517578
	Iteration 3F: 3 clusters Score -1110731 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1110894.875000 Penalty: 4508.517578
	Iteration 4Q: 3 clusters Score -1110895 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1111042.750000 Penalty: 4508.517578
	Iteration 5Q: 3 clusters Score -1111043 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1111166.625000 Penalty: 4508.517578
	Iteration 6Q: 3 clusters Score -1111167 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1111294.000000 Penalty: 4508.517578
	Iteration 7Q: 3 clusters Score -1111294 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1111414.375000 Penalty: 4508.517578
	Iteration 8Q: 3 clusters Score -1111414 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1111537.250000 Penalty: 4508.517578
	Iteration 9Q: 3 clusters Score -1111537 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1111706.125000 Penalty: 4508.517578
	Iteration 10Q: 3 clusters Score -1111706 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1111896.625000 Penalty: 4508.517578
	Iteration 11Q: 3 clusters Score -1111897 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1112114.375000 Penalty: 4508.517578
	Iteration 12Q: 3 clusters Score -1112114 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1112329.500000 Penalty: 4508.517578
	Iteration 13Q: 3 clusters Score -1112330 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1112535.625000 Penalty: 4508.517578
	Iteration 14Q: 3 clusters Score -1112536 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1112714.125000 Penalty: 4508.517578
	Iteration 15Q: 3 clusters Score -1112714 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1112864.125000 Penalty: 4508.517578
	Iteration 16Q: 3 clusters Score -1112864 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1113007.500000 Penalty: 4508.517578
	Iteration 17Q: 3 clusters Score -1113008 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1113110.125000 Penalty: 4508.517578
	Iteration 18Q: 3 clusters Score -1113110 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1113180.875000 Penalty: 4508.517578
	Iteration 19Q: 3 clusters Score -1113181 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1113243.125000 Penalty: 4508.517578
	Iteration 20F: 3 clusters Score -1113243 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1113294.625000 Penalty: 4508.517578
	Iteration 21Q: 3 clusters Score -1113295 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1113334.250000 Penalty: 4508.517578
	Iteration 22Q: 3 clusters Score -1113334 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1113371.125000 Penalty: 4508.517578
	Iteration 23Q: 3 clusters Score -1113371 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1113399.375000 Penalty: 4508.517578
	Iteration 24Q: 3 clusters Score -1113399 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1113420.000000 Penalty: 4508.517578
	Iteration 25Q: 3 clusters Score -1113420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1113441.000000 Penalty: 4508.517578
	Iteration 26Q: 3 clusters Score -1113441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1113461.750000 Penalty: 4508.517578
	Iteration 27Q: 3 clusters Score -1113462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1113492.125000 Penalty: 4508.517578
	Iteration 28Q: 3 clusters Score -1113492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1113524.625000 Penalty: 4508.517578
	Iteration 29Q: 3 clusters Score -1113525 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1113546.250000 Penalty: 4508.517578
	Iteration 30Q: 3 clusters Score -1113546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1113564.250000 Penalty: 4508.517578
	Iteration 31Q: 3 clusters Score -1113564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1113582.625000 Penalty: 4508.517578
	Iteration 32Q: 3 clusters Score -1113583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1113591.125000 Penalty: 4508.517578
	Iteration 33Q: 3 clusters Score -1113591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1113598.000000 Penalty: 4508.517578
	Iteration 34Q: 3 clusters Score -1113598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1113603.000000 Penalty: 4508.517578
	Iteration 35Q: 3 clusters Score -1113603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1113609.000000 Penalty: 4508.517578
	Iteration 36Q: 3 clusters Score -1113609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1113613.000000 Penalty: 4508.517578
	Iteration 37Q: 3 clusters Score -1113613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1113618.625000 Penalty: 4508.517578
	Iteration 38Q: 3 clusters Score -1113619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1113620.500000 Penalty: 4508.517578
	Iteration 39Q: 3 clusters Score -1113620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1113626.125000 Penalty: 4508.517578
	Iteration 40F: 3 clusters Score -1113626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1113631.375000 Penalty: 4508.517578
	Iteration 41Q: 3 clusters Score -1113631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1113637.250000 Penalty: 4508.517578
	Iteration 42Q: 3 clusters Score -1113637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1113638.500000 Penalty: 4508.517578
	Iteration 43Q: 3 clusters Score -1113638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1113639.375000 Penalty: 4508.517578
	Iteration 44Q: 3 clusters Score -1113639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1113641.875000 Penalty: 4508.517578
	Iteration 45Q: 3 clusters Score -1113642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1113641.875000 Penalty: 4508.517578
	Iteration 46Q: 3 clusters Score -1113642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1113640.625000 Penalty: 4508.517578
	Iteration 47Q: 3 clusters Score -1113641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1113641.000000 Penalty: 4508.517578
	Iteration 48Q: 3 clusters Score -1113641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1113641.250000 Penalty: 4508.517578
	Iteration 49Q: 3 clusters Score -1113641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1113642.375000 Penalty: 4508.517578
	Iteration 50Q: 3 clusters Score -1113642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1113642.625000 Penalty: 4508.517578
	Iteration 51Q: 3 clusters Score -1113643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1113645.750000 Penalty: 4508.517578
	Iteration 52Q: 3 clusters Score -1113646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1113646.500000 Penalty: 4508.517578
	Iteration 53Q: 3 clusters Score -1113646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1113646.500000 Penalty: 4508.517578
	Iteration 54F: 3 clusters Score -1113646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -113747.031250 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -113747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -111865.046875 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -111865 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -112188.796875 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -112188.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112312.039062 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -112312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112390.359375 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -112390.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112463.945312 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -112463.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -112527.578125 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -112527.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112581.390625 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -112581.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112613.789062 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -112613.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -112648.062500 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -112648.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -112672.437500 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -112672.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112690.640625 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -112690.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -112699.945312 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -112699.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -112710.507812 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -112710.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -112723.867188 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -112723.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -112738.453125 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -112738.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -112742.835938 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -112742.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -112746.000000 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -112746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -112747.742188 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -112747.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -112748.695312 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -112748.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -112748.695312 Penalty: 3399.759766
	Iteration 19F: 3 clusters Score -112748.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Entering Unmasked Estep 
Score: -2258817.750000 Penalty: 2422.268066
	Iteration 0F: 2 clusters Score -2258818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2246412.000000 Penalty: 4844.536133
	Iteration 0F: 3 clusters Score -2246412 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2250397.500000 Penalty: 4844.536133
	Iteration 1F: 3 clusters Score -2250398 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2250869.750000 Penalty: 4844.536133
	Iteration 2F: 3 clusters Score -2250870 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2251289.000000 Penalty: 4844.536133
	Iteration 3F: 3 clusters Score -2251289 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2251762.000000 Penalty: 4844.536133
	Iteration 4F: 3 clusters Score -2251762 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2252370.500000 Penalty: 4844.536133
	Iteration 5F: 3 clusters Score -2252370 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2253203.500000 Penalty: 4844.536133
	Iteration 6F: 3 clusters Score -2253204 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2254305.250000 Penalty: 4844.536133
	Iteration 7F: 3 clusters Score -2254305 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2255472.000000 Penalty: 4844.536133
	Iteration 8F: 3 clusters Score -2255472 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2256346.000000 Penalty: 4844.536133
	Iteration 9F: 3 clusters Score -2256346 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2256990.500000 Penalty: 4844.536133
	Iteration 10Q: 3 clusters Score -2256990 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2257431.250000 Penalty: 4844.536133
	Iteration 11Q: 3 clusters Score -2257431 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2257734.500000 Penalty: 4844.536133
	Iteration 12Q: 3 clusters Score -2257734 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2257915.250000 Penalty: 4844.536133
	Iteration 13Q: 3 clusters Score -2257915 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2258016.500000 Penalty: 4844.536133
	Iteration 14Q: 3 clusters Score -2258016 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2258085.250000 Penalty: 4844.536133
	Iteration 15Q: 3 clusters Score -2258085 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2258125.250000 Penalty: 4844.536133
	Iteration 16Q: 3 clusters Score -2258125 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2258171.000000 Penalty: 4844.536133
	Iteration 17Q: 3 clusters Score -2258171 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2258203.000000 Penalty: 4844.536133
	Iteration 18Q: 3 clusters Score -2258203 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2258232.000000 Penalty: 4844.536133
	Iteration 19Q: 3 clusters Score -2258232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2258246.250000 Penalty: 4844.536133
	Iteration 20F: 3 clusters Score -2258246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2258256.250000 Penalty: 4844.536133
	Iteration 21Q: 3 clusters Score -2258256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2258264.000000 Penalty: 4844.536133
	Iteration 22Q: 3 clusters Score -2258264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2258267.750000 Penalty: 4844.536133
	Iteration 23Q: 3 clusters Score -2258268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2258272.750000 Penalty: 4844.536133
	Iteration 24Q: 3 clusters Score -2258273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2258274.250000 Penalty: 4844.536133
	Iteration 25Q: 3 clusters Score -2258274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2258270.500000 Penalty: 4844.536133
	Iteration 26Q: 3 clusters Score -2258270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2258276.000000 Penalty: 4844.536133
	Iteration 27Q: 3 clusters Score -2258276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2258277.750000 Penalty: 4844.536133
	Iteration 28Q: 3 clusters Score -2258278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2258280.750000 Penalty: 4844.536133
	Iteration 29Q: 3 clusters Score -2258281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2258280.750000 Penalty: 4844.536133
	Iteration 30F: 3 clusters Score -2258281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Entering Unmasked Estep 
Score: -1173150.625000 Penalty: 2265.472412
	Iteration 0F: 2 clusters Score -1173151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1165956.250000 Penalty: 4530.944824
	Iteration 0F: 3 clusters Score -1165956 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1168034.375000 Penalty: 4530.944824
	Iteration 1F: 3 clusters Score -1168034 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1168369.750000 Penalty: 4530.944824
	Iteration 2F: 3 clusters Score -1168370 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1168652.375000 Penalty: 4530.944824
	Iteration 3F: 3 clusters Score -1168652 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1168962.250000 Penalty: 4530.944824
	Iteration 4F: 3 clusters Score -1168962 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1169360.000000 Penalty: 4530.944824
	Iteration 5F: 3 clusters Score -1169360 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1169972.625000 Penalty: 4530.944824
	Iteration 6F: 3 clusters Score -1169973 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1170611.000000 Penalty: 4530.944824
	Iteration 7F: 3 clusters Score -1170611 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1171012.875000 Penalty: 4530.944824
	Iteration 8F: 3 clusters Score -1171013 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1171246.750000 Penalty: 4530.944824
	Iteration 9Q: 3 clusters Score -1171247 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1171403.125000 Penalty: 4530.944824
	Iteration 10Q: 3 clusters Score -1171403 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1171504.250000 Penalty: 4530.944824
	Iteration 11Q: 3 clusters Score -1171504 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1171586.000000 Penalty: 4530.944824
	Iteration 12Q: 3 clusters Score -1171586 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1171645.500000 Penalty: 4530.944824
	Iteration 13Q: 3 clusters Score -1171646 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1171692.750000 Penalty: 4530.944824
	Iteration 14Q: 3 clusters Score -1171693 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1171738.250000 Penalty: 4530.944824
	Iteration 15Q: 3 clusters Score -1171738 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1171769.500000 Penalty: 4530.944824
	Iteration 16Q: 3 clusters Score -1171770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1171799.500000 Penalty: 4530.944824
	Iteration 17Q: 3 clusters Score -1171800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1171827.375000 Penalty: 4530.944824
	Iteration 18Q: 3 clusters Score -1171827 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1171851.000000 Penalty: 4530.944824
	Iteration 19Q: 3 clusters Score -1171851 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1171876.500000 Penalty: 4530.944824
	Iteration 20F: 3 clusters Score -1171876 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1171894.375000 Penalty: 4530.944824
	Iteration 21Q: 3 clusters Score -1171894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1171916.625000 Penalty: 4530.944824
	Iteration 22Q: 3 clusters Score -1171917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1171936.000000 Penalty: 4530.944824
	Iteration 23Q: 3 clusters Score -1171936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1171956.625000 Penalty: 4530.944824
	Iteration 24Q: 3 clusters Score -1171957 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1171967.375000 Penalty: 4530.944824
	Iteration 25Q: 3 clusters Score -1171967 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1171988.375000 Penalty: 4530.944824
	Iteration 26Q: 3 clusters Score -1171988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1172012.500000 Penalty: 4530.944824
	Iteration 27Q: 3 clusters Score -1172012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1172034.875000 Penalty: 4530.944824
	Iteration 28Q: 3 clusters Score -1172035 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1172054.500000 Penalty: 4530.944824
	Iteration 29Q: 3 clusters Score -1172054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1172066.875000 Penalty: 4530.944824
	Iteration 30Q: 3 clusters Score -1172067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1172081.000000 Penalty: 4530.944824
	Iteration 31Q: 3 clusters Score -1172081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1172089.125000 Penalty: 4530.944824
	Iteration 32Q: 3 clusters Score -1172089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1172094.125000 Penalty: 4530.944824
	Iteration 33Q: 3 clusters Score -1172094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1172103.125000 Penalty: 4530.944824
	Iteration 34Q: 3 clusters Score -1172103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1172108.250000 Penalty: 4530.944824
	Iteration 35Q: 3 clusters Score -1172108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1172109.000000 Penalty: 4530.944824
	Iteration 36Q: 3 clusters Score -1172109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1172113.375000 Penalty: 4530.944824
	Iteration 37Q: 3 clusters Score -1172113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1172116.625000 Penalty: 4530.944824
	Iteration 38Q: 3 clusters Score -1172117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1172121.250000 Penalty: 4530.944824
	Iteration 39Q: 3 clusters Score -1172121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1172123.125000 Penalty: 4530.944824
	Iteration 40F: 3 clusters Score -1172123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1172126.750000 Penalty: 4530.944824
	Iteration 41Q: 3 clusters Score -1172127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1172130.250000 Penalty: 4530.944824
	Iteration 42Q: 3 clusters Score -1172130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1172131.875000 Penalty: 4530.944824
	Iteration 43Q: 3 clusters Score -1172132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1172131.375000 Penalty: 4530.944824
	Iteration 44Q: 3 clusters Score -1172131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1172129.750000 Penalty: 4530.944824
	Iteration 45Q: 3 clusters Score -1172130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1172130.000000 Penalty: 4530.944824
	Iteration 46Q: 3 clusters Score -1172130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1172131.000000 Penalty: 4530.944824
	Iteration 47Q: 3 clusters Score -1172131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1172133.500000 Penalty: 4530.944824
	Iteration 48Q: 3 clusters Score -1172134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1172134.750000 Penalty: 4530.944824
	Iteration 49Q: 3 clusters Score -1172135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1172134.000000 Penalty: 4530.944824
	Iteration 50Q: 3 clusters Score -1172134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1172136.250000 Penalty: 4530.944824
	Iteration 51Q: 3 clusters Score -1172136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1172138.250000 Penalty: 4530.944824
	Iteration 52Q: 3 clusters Score -1172138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1172135.875000 Penalty: 4530.944824
	Iteration 53Q: 3 clusters Score -1172136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1172140.875000 Penalty: 4530.944824
	Iteration 54Q: 3 clusters Score -1172141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1172142.000000 Penalty: 4530.944824
	Iteration 55Q: 3 clusters Score -1172142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1172142.500000 Penalty: 4530.944824
	Iteration 56Q: 3 clusters Score -1172142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1172147.000000 Penalty: 4530.944824
	Iteration 57Q: 3 clusters Score -1172147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1172152.000000 Penalty: 4530.944824
	Iteration 58Q: 3 clusters Score -1172152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1172157.625000 Penalty: 4530.944824
	Iteration 59Q: 3 clusters Score -1172158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1172156.750000 Penalty: 4530.944824
	Iteration 60F: 3 clusters Score -1172157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1172155.125000 Penalty: 4530.944824
	Iteration 61Q: 3 clusters Score -1172155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1172155.250000 Penalty: 4530.944824
	Iteration 62Q: 3 clusters Score -1172155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1172155.250000 Penalty: 4530.944824
	Iteration 63F: 3 clusters Score -1172155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Entering Unmasked Estep 
Score: -1459535.500000 Penalty: 2325.988281
	Iteration 0F: 2 clusters Score -1459536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1450899.250000 Penalty: 4651.976562
	Iteration 0F: 3 clusters Score -1450899 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1453563.125000 Penalty: 4651.976562
	Iteration 1F: 3 clusters Score -1453563 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1453985.250000 Penalty: 4651.976562
	Iteration 2F: 3 clusters Score -1453985 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1454376.250000 Penalty: 4651.976562
	Iteration 3F: 3 clusters Score -1454376 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1454738.125000 Penalty: 4651.976562
	Iteration 4F: 3 clusters Score -1454738 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1455058.750000 Penalty: 4651.976562
	Iteration 5Q: 3 clusters Score -1455059 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1455353.125000 Penalty: 4651.976562
	Iteration 6Q: 3 clusters Score -1455353 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1455617.750000 Penalty: 4651.976562
	Iteration 7Q: 3 clusters Score -1455618 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1455853.500000 Penalty: 4651.976562
	Iteration 8Q: 3 clusters Score -1455854 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1456051.750000 Penalty: 4651.976562
	Iteration 9Q: 3 clusters Score -1456052 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1456196.750000 Penalty: 4651.976562
	Iteration 10Q: 3 clusters Score -1456197 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1456290.500000 Penalty: 4651.976562
	Iteration 11Q: 3 clusters Score -1456290 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1456371.750000 Penalty: 4651.976562
	Iteration 12Q: 3 clusters Score -1456372 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1456436.500000 Penalty: 4651.976562
	Iteration 13Q: 3 clusters Score -1456436 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1456494.000000 Penalty: 4651.976562
	Iteration 14Q: 3 clusters Score -1456494 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1456540.250000 Penalty: 4651.976562
	Iteration 15Q: 3 clusters Score -1456540 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1456574.500000 Penalty: 4651.976562
	Iteration 16Q: 3 clusters Score -1456574 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1456605.000000 Penalty: 4651.976562
	Iteration 17Q: 3 clusters Score -1456605 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1456627.625000 Penalty: 4651.976562
	Iteration 18Q: 3 clusters Score -1456628 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1456643.125000 Penalty: 4651.976562
	Iteration 19Q: 3 clusters Score -1456643 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1456660.625000 Penalty: 4651.976562
	Iteration 20F: 3 clusters Score -1456661 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1456673.625000 Penalty: 4651.976562
	Iteration 21Q: 3 clusters Score -1456674 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1456684.875000 Penalty: 4651.976562
	Iteration 22Q: 3 clusters Score -1456685 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1456692.125000 Penalty: 4651.976562
	Iteration 23Q: 3 clusters Score -1456692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1456701.750000 Penalty: 4651.976562
	Iteration 24Q: 3 clusters Score -1456702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1456705.500000 Penalty: 4651.976562
	Iteration 25Q: 3 clusters Score -1456706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1456713.000000 Penalty: 4651.976562
	Iteration 26Q: 3 clusters Score -1456713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1456717.375000 Penalty: 4651.976562
	Iteration 27Q: 3 clusters Score -1456717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1456723.250000 Penalty: 4651.976562
	Iteration 28Q: 3 clusters Score -1456723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1456730.125000 Penalty: 4651.976562
	Iteration 29Q: 3 clusters Score -1456730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1456731.000000 Penalty: 4651.976562
	Iteration 30Q: 3 clusters Score -1456731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1456743.000000 Penalty: 4651.976562
	Iteration 31Q: 3 clusters Score -1456743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1456742.125000 Penalty: 4651.976562
	Iteration 32Q: 3 clusters Score -1456742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1456749.125000 Penalty: 4651.976562
	Iteration 33Q: 3 clusters Score -1456749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1456752.375000 Penalty: 4651.976562
	Iteration 34Q: 3 clusters Score -1456752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1456753.000000 Penalty: 4651.976562
	Iteration 35Q: 3 clusters Score -1456753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1456756.000000 Penalty: 4651.976562
	Iteration 36Q: 3 clusters Score -1456756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1456758.125000 Penalty: 4651.976562
	Iteration 37Q: 3 clusters Score -1456758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1456757.875000 Penalty: 4651.976562
	Iteration 38Q: 3 clusters Score -1456758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1456766.875000 Penalty: 4651.976562
	Iteration 39Q: 3 clusters Score -1456767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1456770.875000 Penalty: 4651.976562
	Iteration 40F: 3 clusters Score -1456771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1456777.125000 Penalty: 4651.976562
	Iteration 41Q: 3 clusters Score -1456777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1456777.750000 Penalty: 4651.976562
	Iteration 42Q: 3 clusters Score -1456778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1456781.500000 Penalty: 4651.976562
	Iteration 43Q: 3 clusters Score -1456782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1456782.125000 Penalty: 4651.976562
	Iteration 44Q: 3 clusters Score -1456782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1456787.375000 Penalty: 4651.976562
	Iteration 45Q: 3 clusters Score -1456787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1456790.875000 Penalty: 4651.976562
	Iteration 46Q: 3 clusters Score -1456791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1456790.875000 Penalty: 4651.976562
	Iteration 47Q: 3 clusters Score -1456791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1456791.875000 Penalty: 4651.976562
	Iteration 48Q: 3 clusters Score -1456792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1456791.875000 Penalty: 4651.976562
	Iteration 49Q: 3 clusters Score -1456792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1456790.500000 Penalty: 4651.976562
	Iteration 50Q: 3 clusters Score -1456790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1456789.750000 Penalty: 4651.976562
	Iteration 51Q: 3 clusters Score -1456790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1456795.125000 Penalty: 4651.976562
	Iteration 52Q: 3 clusters Score -1456795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1456799.125000 Penalty: 4651.976562
	Iteration 53Q: 3 clusters Score -1456799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1456798.250000 Penalty: 4651.976562
	Iteration 54Q: 3 clusters Score -1456798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1456797.875000 Penalty: 4651.976562
	Iteration 55Q: 3 clusters Score -1456798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1456798.000000 Penalty: 4651.976562
	Iteration 56Q: 3 clusters Score -1456798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1456801.375000 Penalty: 4651.976562
	Iteration 57Q: 3 clusters Score -1456801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1456799.625000 Penalty: 4651.976562
	Iteration 58Q: 3 clusters Score -1456800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1456801.875000 Penalty: 4651.976562
	Iteration 59Q: 3 clusters Score -1456802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1456802.500000 Penalty: 4651.976562
	Iteration 60F: 3 clusters Score -1456802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Entering Unmasked Estep 
Score: -845440.562500 Penalty: 2199.122070
	Iteration 0F: 2 clusters Score -845440.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -839653.187500 Penalty: 4398.244141
	Iteration 0F: 3 clusters Score -839653.2 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -841230.437500 Penalty: 4398.244141
	Iteration 1F: 3 clusters Score -841230.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -841584.875000 Penalty: 4398.244141
	Iteration 2F: 3 clusters Score -841584.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -841884.750000 Penalty: 4398.244141
	Iteration 3F: 3 clusters Score -841884.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -842176.562500 Penalty: 4398.244141
	Iteration 4F: 3 clusters Score -842176.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -842439.937500 Penalty: 4398.244141
	Iteration 5F: 3 clusters Score -842439.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -842647.187500 Penalty: 4398.244141
	Iteration 6Q: 3 clusters Score -842647.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -842809.625000 Penalty: 4398.244141
	Iteration 7Q: 3 clusters Score -842809.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -842942.625000 Penalty: 4398.244141
	Iteration 8Q: 3 clusters Score -842942.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -843046.750000 Penalty: 4398.244141
	Iteration 9Q: 3 clusters Score -843046.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -843138.187500 Penalty: 4398.244141
	Iteration 10Q: 3 clusters Score -843138.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -843209.812500 Penalty: 4398.244141
	Iteration 11Q: 3 clusters Score -843209.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -843254.312500 Penalty: 4398.244141
	Iteration 12Q: 3 clusters Score -843254.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -843294.750000 Penalty: 4398.244141
	Iteration 13Q: 3 clusters Score -843294.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -843334.562500 Penalty: 4398.244141
	Iteration 14Q: 3 clusters Score -843334.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -843362.062500 Penalty: 4398.244141
	Iteration 15Q: 3 clusters Score -843362.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -843390.312500 Penalty: 4398.244141
	Iteration 16Q: 3 clusters Score -843390.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -843429.500000 Penalty: 4398.244141
	Iteration 17Q: 3 clusters Score -843429.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -843463.625000 Penalty: 4398.244141
	Iteration 18Q: 3 clusters Score -843463.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -843490.750000 Penalty: 4398.244141
	Iteration 19Q: 3 clusters Score -843490.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -843516.187500 Penalty: 4398.244141
	Iteration 20F: 3 clusters Score -843516.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -843542.000000 Penalty: 4398.244141
	Iteration 21Q: 3 clusters Score -843542 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -843566.687500 Penalty: 4398.244141
	Iteration 22Q: 3 clusters Score -843566.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -843581.687500 Penalty: 4398.244141
	Iteration 23Q: 3 clusters Score -843581.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -843599.750000 Penalty: 4398.244141
	Iteration 24Q: 3 clusters Score -843599.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -843610.937500 Penalty: 4398.244141
	Iteration 25Q: 3 clusters Score -843610.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -843626.812500 Penalty: 4398.244141
	Iteration 26Q: 3 clusters Score -843626.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -843641.562500 Penalty: 4398.244141
	Iteration 27Q: 3 clusters Score -843641.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -843654.375000 Penalty: 4398.244141
	Iteration 28Q: 3 clusters Score -843654.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -843668.500000 Penalty: 4398.244141
	Iteration 29Q: 3 clusters Score -843668.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -843682.750000 Penalty: 4398.244141
	Iteration 30Q: 3 clusters Score -843682.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -843697.625000 Penalty: 4398.244141
	Iteration 31Q: 3 clusters Score -843697.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -843719.312500 Penalty: 4398.244141
	Iteration 32Q: 3 clusters Score -843719.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -843745.750000 Penalty: 4398.244141
	Iteration 33Q: 3 clusters Score -843745.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -843773.437500 Penalty: 4398.244141
	Iteration 34Q: 3 clusters Score -843773.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -843807.125000 Penalty: 4398.244141
	Iteration 35Q: 3 clusters Score -843807.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -843848.000000 Penalty: 4398.244141
	Iteration 36Q: 3 clusters Score -843848 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -843896.875000 Penalty: 4398.244141
	Iteration 37Q: 3 clusters Score -843896.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -843949.250000 Penalty: 4398.244141
	Iteration 38Q: 3 clusters Score -843949.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -844014.687500 Penalty: 4398.244141
	Iteration 39Q: 3 clusters Score -844014.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -844096.875000 Penalty: 4398.244141
	Iteration 40F: 3 clusters Score -844096.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -844177.375000 Penalty: 4398.244141
	Iteration 41Q: 3 clusters Score -844177.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -844275.312500 Penalty: 4398.244141
	Iteration 42Q: 3 clusters Score -844275.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -844376.187500 Penalty: 4398.244141
	Iteration 43Q: 3 clusters Score -844376.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -844530.000000 Penalty: 4398.244141
	Iteration 44Q: 3 clusters Score -844530 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -844706.812500 Penalty: 4398.244141
	Iteration 45Q: 3 clusters Score -844706.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -844902.375000 Penalty: 4398.244141
	Iteration 46Q: 3 clusters Score -844902.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -845054.375000 Penalty: 4398.244141
	Iteration 47Q: 3 clusters Score -845054.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -845169.375000 Penalty: 4398.244141
	Iteration 48Q: 3 clusters Score -845169.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -845211.062500 Penalty: 4398.244141
	Iteration 49Q: 3 clusters Score -845211.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -845223.000000 Penalty: 4398.244141
	Iteration 50Q: 3 clusters Score -845223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -845228.937500 Penalty: 4398.244141
	Iteration 51Q: 3 clusters Score -845228.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -845233.062500 Penalty: 4398.244141
	Iteration 52Q: 3 clusters Score -845233.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -845237.312500 Penalty: 4398.244141
	Iteration 53Q: 3 clusters Score -845237.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -845239.875000 Penalty: 4398.244141
	Iteration 54Q: 3 clusters Score -845239.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -845243.000000 Penalty: 4398.244141
	Iteration 55Q: 3 clusters Score -845243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -845244.187500 Penalty: 4398.244141
	Iteration 56Q: 3 clusters Score -845244.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -845245.312500 Penalty: 4398.244141
	Iteration 57Q: 3 clusters Score -845245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -845245.250000 Penalty: 4398.244141
	Iteration 58Q: 3 clusters Score -845245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -845245.312500 Penalty: 4398.244141
	Iteration 59Q: 3 clusters Score -845245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -845246.312500 Penalty: 4398.244141
	Iteration 60F: 3 clusters Score -845246.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Entering Unmasked Estep 
Score: -503470.468750 Penalty: 2085.029785
	Iteration 0F: 2 clusters Score -503470.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -499263.187500 Penalty: 4170.059570
	Iteration 0F: 3 clusters Score -499263.2 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -500352.843750 Penalty: 4170.059570
	Iteration 1F: 3 clusters Score -500352.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -500652.093750 Penalty: 4170.059570
	Iteration 2F: 3 clusters Score -500652.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -500847.718750 Penalty: 4170.059570
	Iteration 3F: 3 clusters Score -500847.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -500983.125000 Penalty: 4170.059570
	Iteration 4Q: 3 clusters Score -500983.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -501117.187500 Penalty: 4170.059570
	Iteration 5Q: 3 clusters Score -501117.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -501245.812500 Penalty: 4170.059570
	Iteration 6Q: 3 clusters Score -501245.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -501380.312500 Penalty: 4170.059570
	Iteration 7Q: 3 clusters Score -501380.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -501524.156250 Penalty: 4170.059570
	Iteration 8Q: 3 clusters Score -501524.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -501629.500000 Penalty: 4170.059570
	Iteration 9Q: 3 clusters Score -501629.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -501731.562500 Penalty: 4170.059570
	Iteration 10Q: 3 clusters Score -501731.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -501835.812500 Penalty: 4170.059570
	Iteration 11Q: 3 clusters Score -501835.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -501959.312500 Penalty: 4170.059570
	Iteration 12Q: 3 clusters Score -501959.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -502101.906250 Penalty: 4170.059570
	Iteration 13Q: 3 clusters Score -502101.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -502217.687500 Penalty: 4170.059570
	Iteration 14Q: 3 clusters Score -502217.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -502295.718750 Penalty: 4170.059570
	Iteration 15Q: 3 clusters Score -502295.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -502360.250000 Penalty: 4170.059570
	Iteration 16Q: 3 clusters Score -502360.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -502396.906250 Penalty: 4170.059570
	Iteration 17Q: 3 clusters Score -502396.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -502430.656250 Penalty: 4170.059570
	Iteration 18Q: 3 clusters Score -502430.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -502457.468750 Penalty: 4170.059570
	Iteration 19Q: 3 clusters Score -502457.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -502477.375000 Penalty: 4170.059570
	Iteration 20F: 3 clusters Score -502477.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -502492.968750 Penalty: 4170.059570
	Iteration 21Q: 3 clusters Score -502493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -502500.343750 Penalty: 4170.059570
	Iteration 22Q: 3 clusters Score -502500.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -502508.906250 Penalty: 4170.059570
	Iteration 23Q: 3 clusters Score -502508.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -502517.750000 Penalty: 4170.059570
	Iteration 24Q: 3 clusters Score -502517.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -502523.812500 Penalty: 4170.059570
	Iteration 25Q: 3 clusters Score -502523.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -502527.843750 Penalty: 4170.059570
	Iteration 26Q: 3 clusters Score -502527.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -502530.531250 Penalty: 4170.059570
	Iteration 27Q: 3 clusters Score -502530.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -502535.937500 Penalty: 4170.059570
	Iteration 28Q: 3 clusters Score -502535.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -502541.000000 Penalty: 4170.059570
	Iteration 29Q: 3 clusters Score -502541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -502546.187500 Penalty: 4170.059570
	Iteration 30Q: 3 clusters Score -502546.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -502554.562500 Penalty: 4170.059570
	Iteration 31Q: 3 clusters Score -502554.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -502561.031250 Penalty: 4170.059570
	Iteration 32Q: 3 clusters Score -502561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -502567.843750 Penalty: 4170.059570
	Iteration 33Q: 3 clusters Score -502567.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -502574.375000 Penalty: 4170.059570
	Iteration 34Q: 3 clusters Score -502574.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -502579.437500 Penalty: 4170.059570
	Iteration 35Q: 3 clusters Score -502579.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -502582.031250 Penalty: 4170.059570
	Iteration 36Q: 3 clusters Score -502582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -502582.937500 Penalty: 4170.059570
	Iteration 37Q: 3 clusters Score -502582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -502582.375000 Penalty: 4170.059570
	Iteration 38Q: 3 clusters Score -502582.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -502582.375000 Penalty: 4170.059570
	Iteration 39F: 3 clusters Score -502582.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Entering Unmasked Estep 
Score: -1134077.625000 Penalty: 2251.388428
	Iteration 0F: 2 clusters Score -1134078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1127237.500000 Penalty: 4502.776855
	Iteration 0F: 3 clusters Score -1127238 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1129136.500000 Penalty: 4502.776855
	Iteration 1F: 3 clusters Score -1129136 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1129398.000000 Penalty: 4502.776855
	Iteration 2F: 3 clusters Score -1129398 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1129612.375000 Penalty: 4502.776855
	Iteration 3F: 3 clusters Score -1129612 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1129752.000000 Penalty: 4502.776855
	Iteration 4Q: 3 clusters Score -1129752 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1129867.750000 Penalty: 4502.776855
	Iteration 5Q: 3 clusters Score -1129868 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1129964.625000 Penalty: 4502.776855
	Iteration 6Q: 3 clusters Score -1129965 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1130061.125000 Penalty: 4502.776855
	Iteration 7Q: 3 clusters Score -1130061 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1130146.625000 Penalty: 4502.776855
	Iteration 8Q: 3 clusters Score -1130147 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1130221.375000 Penalty: 4502.776855
	Iteration 9Q: 3 clusters Score -1130221 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1130294.125000 Penalty: 4502.776855
	Iteration 10Q: 3 clusters Score -1130294 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1130375.750000 Penalty: 4502.776855
	Iteration 11Q: 3 clusters Score -1130376 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1130463.250000 Penalty: 4502.776855
	Iteration 12Q: 3 clusters Score -1130463 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1130543.625000 Penalty: 4502.776855
	Iteration 13Q: 3 clusters Score -1130544 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1130624.000000 Penalty: 4502.776855
	Iteration 14Q: 3 clusters Score -1130624 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1130706.125000 Penalty: 4502.776855
	Iteration 15Q: 3 clusters Score -1130706 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1130767.125000 Penalty: 4502.776855
	Iteration 16Q: 3 clusters Score -1130767 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1130823.250000 Penalty: 4502.776855
	Iteration 17Q: 3 clusters Score -1130823 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1130874.625000 Penalty: 4502.776855
	Iteration 18Q: 3 clusters Score -1130875 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1130921.750000 Penalty: 4502.776855
	Iteration 19Q: 3 clusters Score -1130922 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1130958.125000 Penalty: 4502.776855
	Iteration 20F: 3 clusters Score -1130958 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1130993.250000 Penalty: 4502.776855
	Iteration 21Q: 3 clusters Score -1130993 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1131029.500000 Penalty: 4502.776855
	Iteration 22Q: 3 clusters Score -1131030 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1131058.750000 Penalty: 4502.776855
	Iteration 23Q: 3 clusters Score -1131059 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1131086.875000 Penalty: 4502.776855
	Iteration 24Q: 3 clusters Score -1131087 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1131122.500000 Penalty: 4502.776855
	Iteration 25Q: 3 clusters Score -1131122 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1131161.375000 Penalty: 4502.776855
	Iteration 26Q: 3 clusters Score -1131161 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1131199.625000 Penalty: 4502.776855
	Iteration 27Q: 3 clusters Score -1131200 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1131249.125000 Penalty: 4502.776855
	Iteration 28Q: 3 clusters Score -1131249 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1131284.375000 Penalty: 4502.776855
	Iteration 29Q: 3 clusters Score -1131284 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1131328.500000 Penalty: 4502.776855
	Iteration 30Q: 3 clusters Score -1131328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1131357.625000 Penalty: 4502.776855
	Iteration 31Q: 3 clusters Score -1131358 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1131394.375000 Penalty: 4502.776855
	Iteration 32Q: 3 clusters Score -1131394 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1131424.500000 Penalty: 4502.776855
	Iteration 33Q: 3 clusters Score -1131424 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1131453.625000 Penalty: 4502.776855
	Iteration 34Q: 3 clusters Score -1131454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1131484.500000 Penalty: 4502.776855
	Iteration 35Q: 3 clusters Score -1131484 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1131517.375000 Penalty: 4502.776855
	Iteration 36Q: 3 clusters Score -1131517 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1131565.125000 Penalty: 4502.776855
	Iteration 37Q: 3 clusters Score -1131565 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1131614.125000 Penalty: 4502.776855
	Iteration 38Q: 3 clusters Score -1131614 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1131664.000000 Penalty: 4502.776855
	Iteration 39Q: 3 clusters Score -1131664 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1131708.125000 Penalty: 4502.776855
	Iteration 40F: 3 clusters Score -1131708 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1131746.375000 Penalty: 4502.776855
	Iteration 41Q: 3 clusters Score -1131746 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1131781.750000 Penalty: 4502.776855
	Iteration 42Q: 3 clusters Score -1131782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1131812.875000 Penalty: 4502.776855
	Iteration 43Q: 3 clusters Score -1131813 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1131834.250000 Penalty: 4502.776855
	Iteration 44Q: 3 clusters Score -1131834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1131850.375000 Penalty: 4502.776855
	Iteration 45Q: 3 clusters Score -1131850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1131863.875000 Penalty: 4502.776855
	Iteration 46Q: 3 clusters Score -1131864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1131876.875000 Penalty: 4502.776855
	Iteration 47Q: 3 clusters Score -1131877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1131887.125000 Penalty: 4502.776855
	Iteration 48Q: 3 clusters Score -1131887 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1131900.000000 Penalty: 4502.776855
	Iteration 49Q: 3 clusters Score -1131900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1131911.125000 Penalty: 4502.776855
	Iteration 50Q: 3 clusters Score -1131911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1131921.125000 Penalty: 4502.776855
	Iteration 51Q: 3 clusters Score -1131921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1131927.250000 Penalty: 4502.776855
	Iteration 52Q: 3 clusters Score -1131927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1131937.125000 Penalty: 4502.776855
	Iteration 53Q: 3 clusters Score -1131937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1131948.500000 Penalty: 4502.776855
	Iteration 54Q: 3 clusters Score -1131948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1131957.000000 Penalty: 4502.776855
	Iteration 55Q: 3 clusters Score -1131957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1131970.750000 Penalty: 4502.776855
	Iteration 56Q: 3 clusters Score -1131971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1131975.125000 Penalty: 4502.776855
	Iteration 57Q: 3 clusters Score -1131975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1131980.500000 Penalty: 4502.776855
	Iteration 58Q: 3 clusters Score -1131980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1131981.750000 Penalty: 4502.776855
	Iteration 59Q: 3 clusters Score -1131982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1131987.750000 Penalty: 4502.776855
	Iteration 60F: 3 clusters Score -1131988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1131990.250000 Penalty: 4502.776855
	Iteration 61Q: 3 clusters Score -1131990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1131994.625000 Penalty: 4502.776855
	Iteration 62Q: 3 clusters Score -1131995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1132002.625000 Penalty: 4502.776855
	Iteration 63Q: 3 clusters Score -1132003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1132007.250000 Penalty: 4502.776855
	Iteration 64Q: 3 clusters Score -1132007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1132012.500000 Penalty: 4502.776855
	Iteration 65Q: 3 clusters Score -1132012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1132015.250000 Penalty: 4502.776855
	Iteration 66Q: 3 clusters Score -1132015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1132018.875000 Penalty: 4502.776855
	Iteration 67Q: 3 clusters Score -1132019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1132023.125000 Penalty: 4502.776855
	Iteration 68Q: 3 clusters Score -1132023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1132026.250000 Penalty: 4502.776855
	Iteration 69Q: 3 clusters Score -1132026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1132030.500000 Penalty: 4502.776855
	Iteration 70Q: 3 clusters Score -1132030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1132032.500000 Penalty: 4502.776855
	Iteration 71Q: 3 clusters Score -1132032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1132035.125000 Penalty: 4502.776855
	Iteration 72Q: 3 clusters Score -1132035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1132037.000000 Penalty: 4502.776855
	Iteration 73Q: 3 clusters Score -1132037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1132039.750000 Penalty: 4502.776855
	Iteration 74Q: 3 clusters Score -1132040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1132038.875000 Penalty: 4502.776855
	Iteration 75Q: 3 clusters Score -1132039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1132040.375000 Penalty: 4502.776855
	Iteration 76Q: 3 clusters Score -1132040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1132046.625000 Penalty: 4502.776855
	Iteration 77Q: 3 clusters Score -1132047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1132046.750000 Penalty: 4502.776855
	Iteration 78Q: 3 clusters Score -1132047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1132049.250000 Penalty: 4502.776855
	Iteration 79Q: 3 clusters Score -1132049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1132053.125000 Penalty: 4502.776855
	Iteration 80F: 3 clusters Score -1132053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1132058.875000 Penalty: 4502.776855
	Iteration 81Q: 3 clusters Score -1132059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1132063.250000 Penalty: 4502.776855
	Iteration 82Q: 3 clusters Score -1132063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1132063.625000 Penalty: 4502.776855
	Iteration 83Q: 3 clusters Score -1132064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1132069.000000 Penalty: 4502.776855
	Iteration 84Q: 3 clusters Score -1132069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1132070.500000 Penalty: 4502.776855
	Iteration 85Q: 3 clusters Score -1132070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1132074.500000 Penalty: 4502.776855
	Iteration 86Q: 3 clusters Score -1132074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1132080.000000 Penalty: 4502.776855
	Iteration 87Q: 3 clusters Score -1132080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1132088.375000 Penalty: 4502.776855
	Iteration 88Q: 3 clusters Score -1132088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1132092.875000 Penalty: 4502.776855
	Iteration 89Q: 3 clusters Score -1132093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1132099.000000 Penalty: 4502.776855
	Iteration 90Q: 3 clusters Score -1132099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1132103.500000 Penalty: 4502.776855
	Iteration 91Q: 3 clusters Score -1132104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1132106.000000 Penalty: 4502.776855
	Iteration 92Q: 3 clusters Score -1132106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1132107.625000 Penalty: 4502.776855
	Iteration 93Q: 3 clusters Score -1132108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1132108.125000 Penalty: 4502.776855
	Iteration 94Q: 3 clusters Score -1132108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1132109.875000 Penalty: 4502.776855
	Iteration 95Q: 3 clusters Score -1132110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1132110.750000 Penalty: 4502.776855
	Iteration 96Q: 3 clusters Score -1132111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1132110.750000 Penalty: 4502.776855
	Iteration 97F: 3 clusters Score -1132111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Entering Unmasked Estep 
Score: -1560806.625000 Penalty: 2348.294189
	Iteration 0F: 2 clusters Score -1560807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1551250.875000 Penalty: 4696.588379
	Iteration 0F: 3 clusters Score -1551251 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1554231.625000 Penalty: 4696.588379
	Iteration 1F: 3 clusters Score -1554232 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1554770.000000 Penalty: 4696.588379
	Iteration 2F: 3 clusters Score -1554770 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1555291.375000 Penalty: 4696.588379
	Iteration 3F: 3 clusters Score -1555291 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1555819.250000 Penalty: 4696.588379
	Iteration 4F: 3 clusters Score -1555819 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1556294.500000 Penalty: 4696.588379
	Iteration 5F: 3 clusters Score -1556294 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1556776.000000 Penalty: 4696.588379
	Iteration 6F: 3 clusters Score -1556776 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1557161.625000 Penalty: 4696.588379
	Iteration 7F: 3 clusters Score -1557162 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1557429.125000 Penalty: 4696.588379
	Iteration 8Q: 3 clusters Score -1557429 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1557612.125000 Penalty: 4696.588379
	Iteration 9Q: 3 clusters Score -1557612 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1557705.125000 Penalty: 4696.588379
	Iteration 10Q: 3 clusters Score -1557705 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1557765.750000 Penalty: 4696.588379
	Iteration 11Q: 3 clusters Score -1557766 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1557792.750000 Penalty: 4696.588379
	Iteration 12Q: 3 clusters Score -1557793 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1557821.000000 Penalty: 4696.588379
	Iteration 13Q: 3 clusters Score -1557821 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1557836.125000 Penalty: 4696.588379
	Iteration 14Q: 3 clusters Score -1557836 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1557854.875000 Penalty: 4696.588379
	Iteration 15Q: 3 clusters Score -1557855 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1557870.625000 Penalty: 4696.588379
	Iteration 16Q: 3 clusters Score -1557871 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1557881.500000 Penalty: 4696.588379
	Iteration 17Q: 3 clusters Score -1557882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1557894.875000 Penalty: 4696.588379
	Iteration 18Q: 3 clusters Score -1557895 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1557911.250000 Penalty: 4696.588379
	Iteration 19Q: 3 clusters Score -1557911 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1557922.500000 Penalty: 4696.588379
	Iteration 20F: 3 clusters Score -1557922 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1557935.625000 Penalty: 4696.588379
	Iteration 21Q: 3 clusters Score -1557936 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1557954.125000 Penalty: 4696.588379
	Iteration 22Q: 3 clusters Score -1557954 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1557971.125000 Penalty: 4696.588379
	Iteration 23Q: 3 clusters Score -1557971 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1557988.375000 Penalty: 4696.588379
	Iteration 24Q: 3 clusters Score -1557988 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1558013.375000 Penalty: 4696.588379
	Iteration 25Q: 3 clusters Score -1558013 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1558039.750000 Penalty: 4696.588379
	Iteration 26Q: 3 clusters Score -1558040 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1558081.500000 Penalty: 4696.588379
	Iteration 27Q: 3 clusters Score -1558082 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1558110.250000 Penalty: 4696.588379
	Iteration 28Q: 3 clusters Score -1558110 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1558146.250000 Penalty: 4696.588379
	Iteration 29Q: 3 clusters Score -1558146 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1558186.250000 Penalty: 4696.588379
	Iteration 30Q: 3 clusters Score -1558186 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1558233.250000 Penalty: 4696.588379
	Iteration 31Q: 3 clusters Score -1558233 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1558269.125000 Penalty: 4696.588379
	Iteration 32Q: 3 clusters Score -1558269 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1558313.125000 Penalty: 4696.588379
	Iteration 33Q: 3 clusters Score -1558313 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1558349.000000 Penalty: 4696.588379
	Iteration 34Q: 3 clusters Score -1558349 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1558387 nChanged 140
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Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1558413 nChanged 105
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Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1558443 nChanged 94
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Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 7725 members 
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	Iteration 38Q: 3 clusters Score -1558465 nChanged 89
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Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 7808 members 
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	Iteration 39Q: 3 clusters Score -1558479 nChanged 81
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Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1558498 nChanged 90
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Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7971 members 
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	Iteration 41Q: 3 clusters Score -1558521 nChanged 74
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Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1558529 nChanged 73
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Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1558550 nChanged 69
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Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1558576 nChanged 53
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Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1558585 nChanged 46
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Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1558596 nChanged 54
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Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1558602 nChanged 42
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Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1558613 nChanged 50
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Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1558623 nChanged 45
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Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1558632 nChanged 47
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Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1558642 nChanged 37
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Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1558642 nChanged 37
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Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1558652 nChanged 38
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Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1558662 nChanged 35
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Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1558664 nChanged 50
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Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1558679 nChanged 67
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Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 8830 members 
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	Iteration 58Q: 3 clusters Score -1558700 nChanged 61
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Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 8891 members 
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	Iteration 59Q: 3 clusters Score -1558712 nChanged 64
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Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1558722 nChanged 51
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Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9006 members 
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	Iteration 61Q: 3 clusters Score -1558739 nChanged 60
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Mstep: Class 1 contains 3891 members 
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	Iteration 62Q: 3 clusters Score -1558748 nChanged 51
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Mstep: Class 1 contains 3840 members 
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	Iteration 63Q: 3 clusters Score -1558760 nChanged 49
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Mstep: Class 1 contains 3791 members 
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	Iteration 64Q: 3 clusters Score -1558769 nChanged 44
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Mstep: Class 1 contains 3751 members 
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	Iteration 65Q: 3 clusters Score -1558778 nChanged 44
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Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 9244 members 
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	Iteration 66Q: 3 clusters Score -1558796 nChanged 57
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Mstep: Class 1 contains 3652 members 
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	Iteration 67Q: 3 clusters Score -1558808 nChanged 56
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Mstep: Class 1 contains 3598 members 
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	Iteration 68Q: 3 clusters Score -1558825 nChanged 67
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Mstep: Class 1 contains 3531 members 
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	Iteration 69Q: 3 clusters Score -1558838 nChanged 53
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Mstep: Class 1 contains 3480 members 
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	Iteration 70Q: 3 clusters Score -1558848 nChanged 49
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Mstep: Class 1 contains 3431 members 
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	Iteration 71Q: 3 clusters Score -1558860 nChanged 53
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	Iteration 72Q: 3 clusters Score -1558872 nChanged 37
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Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9610 members 
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	Iteration 73Q: 3 clusters Score -1558880 nChanged 47
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Mstep: Class 1 contains 3294 members 
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	Iteration 74Q: 3 clusters Score -1558889 nChanged 37
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Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1558902 nChanged 35
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Mstep: Class 1 contains 3224 members 
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	Iteration 76Q: 3 clusters Score -1558904 nChanged 32
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Mstep: Class 1 contains 3192 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1558910 nChanged 27
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Mstep: Class 1 contains 3165 members 
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	Iteration 78Q: 3 clusters Score -1558916 nChanged 40
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Mstep: Class 1 contains 3127 members 
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	Iteration 79Q: 3 clusters Score -1558926 nChanged 35
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Mstep: Class 1 contains 3092 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1558937 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3064 members 
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	Iteration 81Q: 3 clusters Score -1558941 nChanged 28
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Mstep: Class 1 contains 3036 members 
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	Iteration 82Q: 3 clusters Score -1558950 nChanged 23
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Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9934 members 
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	Iteration 83Q: 3 clusters Score -1558950 nChanged 15
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Mstep: Class 1 contains 3006 members 
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	Iteration 84Q: 3 clusters Score -1558953 nChanged 15
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Mstep: Class 1 contains 2993 members 
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	Iteration 85Q: 3 clusters Score -1558955 nChanged 22
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Mstep: Class 1 contains 2971 members 
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	Iteration 86Q: 3 clusters Score -1558957 nChanged 23
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Mstep: Class 1 contains 2948 members 
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	Iteration 87Q: 3 clusters Score -1558968 nChanged 19
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	Iteration 88Q: 3 clusters Score -1558972 nChanged 22
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	Iteration 89Q: 3 clusters Score -1558979 nChanged 39
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Mstep: Class 1 contains 2870 members 
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	Iteration 90Q: 3 clusters Score -1558989 nChanged 46
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Mstep: Class 1 contains 2826 members 
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	Iteration 91Q: 3 clusters Score -1558994 nChanged 41
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Mstep: Class 1 contains 2791 members 
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	Iteration 92Q: 3 clusters Score -1559007 nChanged 32
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Mstep: Class 1 contains 2761 members 
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	Iteration 93Q: 3 clusters Score -1559015 nChanged 28
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Mstep: Class 1 contains 2737 members 
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	Iteration 94Q: 3 clusters Score -1559021 nChanged 17
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Mstep: Class 1 contains 2720 members 
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	Iteration 95Q: 3 clusters Score -1559025 nChanged 16
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Mstep: Class 1 contains 2704 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1559032 nChanged 14
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Mstep: Class 1 contains 2696 members 
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	Iteration 97Q: 3 clusters Score -1559032 nChanged 13
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Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 10266 members 
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	Iteration 98Q: 3 clusters Score -1559032 nChanged 15
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Mstep: Class 1 contains 2672 members 
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	Iteration 99Q: 3 clusters Score -1559037 nChanged 10
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Mstep: Class 1 contains 2662 members 
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	Iteration 100F: 3 clusters Score -1559038 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2656 members 
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	Iteration 101Q: 3 clusters Score -1559038 nChanged 10
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Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1559040 nChanged 13
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Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1559047 nChanged 13
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Mstep: Class 1 contains 2622 members 
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	Iteration 104Q: 3 clusters Score -1559047 nChanged 15
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Mstep: Class 1 contains 2609 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1559051 nChanged 11
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Mstep: Class 1 contains 2598 members 
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	Iteration 106Q: 3 clusters Score -1559050 nChanged 15
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Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 10368 members 
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	Iteration 107Q: 3 clusters Score -1559050 nChanged 20
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Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 10384 members 
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	Iteration 108Q: 3 clusters Score -1559055 nChanged 22
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Mstep: Class 1 contains 2549 members 
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	Iteration 109Q: 3 clusters Score -1559063 nChanged 21
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	Iteration 110Q: 3 clusters Score -1559068 nChanged 25
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Mstep: Class 1 contains 2503 members 
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	Iteration 111Q: 3 clusters Score -1559076 nChanged 30
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Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1559087 nChanged 27
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	Iteration 113Q: 3 clusters Score -1559092 nChanged 27
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Mstep: Class 1 contains 2421 members 
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	Iteration 114Q: 3 clusters Score -1559099 nChanged 33
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	Iteration 115Q: 3 clusters Score -1559111 nChanged 22
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	Iteration 116Q: 3 clusters Score -1559113 nChanged 19
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1559118 nChanged 19
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	Iteration 118Q: 3 clusters Score -1559120 nChanged 24
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1559127 nChanged 30
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1559136 nChanged 29
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Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1559146 nChanged 20
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	Iteration 122Q: 3 clusters Score -1559150 nChanged 14
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	Iteration 123Q: 3 clusters Score -1559156 nChanged 15
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1559157 nChanged 13
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Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1559158 nChanged 9
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Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1559161 nChanged 8
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Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1559162 nChanged 11
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Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1559168.875000 Penalty: 4696.588379
	Iteration 128Q: 3 clusters Score -1559169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1559168.500000 Penalty: 4696.588379
	Iteration 129Q: 3 clusters Score -1559168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1559169.375000 Penalty: 4696.588379
	Iteration 130Q: 3 clusters Score -1559169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1559174.250000 Penalty: 4696.588379
	Iteration 131Q: 3 clusters Score -1559174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1559175.875000 Penalty: 4696.588379
	Iteration 132Q: 3 clusters Score -1559176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1559176.375000 Penalty: 4696.588379
	Iteration 133Q: 3 clusters Score -1559176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1559179.000000 Penalty: 4696.588379
	Iteration 134Q: 3 clusters Score -1559179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1559177.500000 Penalty: 4696.588379
	Iteration 135Q: 3 clusters Score -1559178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1559180.125000 Penalty: 4696.588379
	Iteration 136Q: 3 clusters Score -1559180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1559178.500000 Penalty: 4696.588379
	Iteration 137Q: 3 clusters Score -1559178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1559182.500000 Penalty: 4696.588379
	Iteration 138Q: 3 clusters Score -1559182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1559184.375000 Penalty: 4696.588379
	Iteration 139Q: 3 clusters Score -1559184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1559189.375000 Penalty: 4696.588379
	Iteration 140F: 3 clusters Score -1559189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1559189.000000 Penalty: 4696.588379
	Iteration 141Q: 3 clusters Score -1559189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1559187.750000 Penalty: 4696.588379
	Iteration 142Q: 3 clusters Score -1559188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1559189.625000 Penalty: 4696.588379
	Iteration 143Q: 3 clusters Score -1559190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1559191.875000 Penalty: 4696.588379
	Iteration 144Q: 3 clusters Score -1559192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1559192.875000 Penalty: 4696.588379
	Iteration 145Q: 3 clusters Score -1559193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1559194.500000 Penalty: 4696.588379
	Iteration 146Q: 3 clusters Score -1559194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1559195.750000 Penalty: 4696.588379
	Iteration 147Q: 3 clusters Score -1559196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1559197.500000 Penalty: 4696.588379
	Iteration 148Q: 3 clusters Score -1559198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1559200.000000 Penalty: 4696.588379
	Iteration 149Q: 3 clusters Score -1559200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1559198.625000 Penalty: 4696.588379
	Iteration 150Q: 3 clusters Score -1559199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1559200.750000 Penalty: 4696.588379
	Iteration 151Q: 3 clusters Score -1559201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1559200.250000 Penalty: 4696.588379
	Iteration 152Q: 3 clusters Score -1559200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1559200.250000 Penalty: 4696.588379
	Iteration 153F: 3 clusters Score -1559200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Entering Unmasked Estep 
Score: -1428898.500000 Penalty: 2323.524902
	Iteration 0F: 2 clusters Score -1428898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1420119.625000 Penalty: 4647.049805
	Iteration 0F: 3 clusters Score -1420120 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1422861.375000 Penalty: 4647.049805
	Iteration 1F: 3 clusters Score -1422861 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1423152.500000 Penalty: 4647.049805
	Iteration 2F: 3 clusters Score -1423152 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1423363.750000 Penalty: 4647.049805
	Iteration 3Q: 3 clusters Score -1423364 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1423516.875000 Penalty: 4647.049805
	Iteration 4Q: 3 clusters Score -1423517 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1423639.875000 Penalty: 4647.049805
	Iteration 5Q: 3 clusters Score -1423640 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1423760.375000 Penalty: 4647.049805
	Iteration 6Q: 3 clusters Score -1423760 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1423850.625000 Penalty: 4647.049805
	Iteration 7Q: 3 clusters Score -1423851 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1423944.000000 Penalty: 4647.049805
	Iteration 8Q: 3 clusters Score -1423944 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1424045.000000 Penalty: 4647.049805
	Iteration 9Q: 3 clusters Score -1424045 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1424149.750000 Penalty: 4647.049805
	Iteration 10Q: 3 clusters Score -1424150 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1424282.375000 Penalty: 4647.049805
	Iteration 11Q: 3 clusters Score -1424282 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1424456.500000 Penalty: 4647.049805
	Iteration 12Q: 3 clusters Score -1424456 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1424630.000000 Penalty: 4647.049805
	Iteration 13Q: 3 clusters Score -1424630 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1424823.500000 Penalty: 4647.049805
	Iteration 14Q: 3 clusters Score -1424824 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1425017.875000 Penalty: 4647.049805
	Iteration 15Q: 3 clusters Score -1425018 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1425238.625000 Penalty: 4647.049805
	Iteration 16Q: 3 clusters Score -1425239 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1425464.000000 Penalty: 4647.049805
	Iteration 17Q: 3 clusters Score -1425464 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1425658.500000 Penalty: 4647.049805
	Iteration 18Q: 3 clusters Score -1425658 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1425826.625000 Penalty: 4647.049805
	Iteration 19Q: 3 clusters Score -1425827 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1425993.250000 Penalty: 4647.049805
	Iteration 20F: 3 clusters Score -1425993 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1426141.625000 Penalty: 4647.049805
	Iteration 21Q: 3 clusters Score -1426142 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1426244.250000 Penalty: 4647.049805
	Iteration 22Q: 3 clusters Score -1426244 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1426337.375000 Penalty: 4647.049805
	Iteration 23Q: 3 clusters Score -1426337 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1426421.500000 Penalty: 4647.049805
	Iteration 24Q: 3 clusters Score -1426422 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1426502.000000 Penalty: 4647.049805
	Iteration 25Q: 3 clusters Score -1426502 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1426574.500000 Penalty: 4647.049805
	Iteration 26Q: 3 clusters Score -1426574 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1426631.750000 Penalty: 4647.049805
	Iteration 27Q: 3 clusters Score -1426632 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1426678.250000 Penalty: 4647.049805
	Iteration 28Q: 3 clusters Score -1426678 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1426729.625000 Penalty: 4647.049805
	Iteration 29Q: 3 clusters Score -1426730 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1426773.375000 Penalty: 4647.049805
	Iteration 30Q: 3 clusters Score -1426773 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1426810.500000 Penalty: 4647.049805
	Iteration 31Q: 3 clusters Score -1426810 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1426837.000000 Penalty: 4647.049805
	Iteration 32Q: 3 clusters Score -1426837 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1426867.125000 Penalty: 4647.049805
	Iteration 33Q: 3 clusters Score -1426867 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1426892.125000 Penalty: 4647.049805
	Iteration 34Q: 3 clusters Score -1426892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1426916.000000 Penalty: 4647.049805
	Iteration 35Q: 3 clusters Score -1426916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1426931.750000 Penalty: 4647.049805
	Iteration 36Q: 3 clusters Score -1426932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1426948.500000 Penalty: 4647.049805
	Iteration 37Q: 3 clusters Score -1426948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1426969.000000 Penalty: 4647.049805
	Iteration 38Q: 3 clusters Score -1426969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1426981.125000 Penalty: 4647.049805
	Iteration 39Q: 3 clusters Score -1426981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1427000.375000 Penalty: 4647.049805
	Iteration 40F: 3 clusters Score -1427000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1427022.000000 Penalty: 4647.049805
	Iteration 41Q: 3 clusters Score -1427022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1427037.250000 Penalty: 4647.049805
	Iteration 42Q: 3 clusters Score -1427037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1427052.250000 Penalty: 4647.049805
	Iteration 43Q: 3 clusters Score -1427052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1427070.000000 Penalty: 4647.049805
	Iteration 44Q: 3 clusters Score -1427070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1427092.000000 Penalty: 4647.049805
	Iteration 45Q: 3 clusters Score -1427092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1427108.125000 Penalty: 4647.049805
	Iteration 46Q: 3 clusters Score -1427108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1427118.125000 Penalty: 4647.049805
	Iteration 47Q: 3 clusters Score -1427118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1427131.375000 Penalty: 4647.049805
	Iteration 48Q: 3 clusters Score -1427131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1427144.250000 Penalty: 4647.049805
	Iteration 49Q: 3 clusters Score -1427144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1427147.875000 Penalty: 4647.049805
	Iteration 50Q: 3 clusters Score -1427148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1427157.875000 Penalty: 4647.049805
	Iteration 51Q: 3 clusters Score -1427158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1427167.875000 Penalty: 4647.049805
	Iteration 52Q: 3 clusters Score -1427168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1427171.250000 Penalty: 4647.049805
	Iteration 53Q: 3 clusters Score -1427171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1427176.375000 Penalty: 4647.049805
	Iteration 54Q: 3 clusters Score -1427176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1427180.875000 Penalty: 4647.049805
	Iteration 55Q: 3 clusters Score -1427181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1427194.000000 Penalty: 4647.049805
	Iteration 56Q: 3 clusters Score -1427194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1427200.875000 Penalty: 4647.049805
	Iteration 57Q: 3 clusters Score -1427201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1427206.125000 Penalty: 4647.049805
	Iteration 58Q: 3 clusters Score -1427206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1427209.250000 Penalty: 4647.049805
	Iteration 59Q: 3 clusters Score -1427209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1427211.125000 Penalty: 4647.049805
	Iteration 60F: 3 clusters Score -1427211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1427210.125000 Penalty: 4647.049805
	Iteration 61Q: 3 clusters Score -1427210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1427209.875000 Penalty: 4647.049805
	Iteration 62Q: 3 clusters Score -1427210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1427212.625000 Penalty: 4647.049805
	Iteration 63Q: 3 clusters Score -1427213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1427212.625000 Penalty: 4647.049805
	Iteration 64F: 3 clusters Score -1427213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -77671.757812 Penalty: 1623.602783
	Iteration 0F: 2 clusters Score -77671.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75982.281250 Penalty: 3247.205566
	Iteration 0F: 3 clusters Score -75982.28 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -76276.656250 Penalty: 3247.205566
	Iteration 1F: 3 clusters Score -76276.66 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76423.976562 Penalty: 3247.205566
	Iteration 2F: 3 clusters Score -76423.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76514.976562 Penalty: 3247.205566
	Iteration 3Q: 3 clusters Score -76514.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -76580.742188 Penalty: 3247.205566
	Iteration 4Q: 3 clusters Score -76580.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76630.570312 Penalty: 3247.205566
	Iteration 5Q: 3 clusters Score -76630.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -76701.937500 Penalty: 3247.205566
	Iteration 6Q: 3 clusters Score -76701.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76806.234375 Penalty: 3247.205566
	Iteration 7Q: 3 clusters Score -76806.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76941.023438 Penalty: 3247.205566
	Iteration 8Q: 3 clusters Score -76941.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77061.617188 Penalty: 3247.205566
	Iteration 9Q: 3 clusters Score -77061.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77159.890625 Penalty: 3247.205566
	Iteration 10Q: 3 clusters Score -77159.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77281.109375 Penalty: 3247.205566
	Iteration 11Q: 3 clusters Score -77281.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77450.531250 Penalty: 3247.205566
	Iteration 12Q: 3 clusters Score -77450.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77758.648438 Penalty: 3247.205566
	Iteration 13Q: 3 clusters Score -77758.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77962.812500 Penalty: 3247.205566
	Iteration 14Q: 3 clusters Score -77962.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -78118.351562 Penalty: 3247.205566
	Iteration 15Q: 3 clusters Score -78118.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -78129.226562 Penalty: 3247.205566
	Iteration 16Q: 3 clusters Score -78129.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -78129.226562 Penalty: 3247.205566
	Iteration 17F: 3 clusters Score -78129.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 47271 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152413 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77117 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14776 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5059 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9274 members 
Mstep: Class 18 contains 11837 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 21 contains 299 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11720 members 
Mstep: Class 25 contains 398 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14092 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12771 members 
Mstep: Class 37 contains 5747 members 
Mstep: Class 38 contains 27585 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48191 members 
Mstep: Class 41 contains 60252 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
Score: -150808096.000000 Penalty: 152864.640625
Splitting cluster 25 changes total score from -150809728.000000 to -150808096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (10129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Entering Unmasked Estep 
Score: -1266370.750000 Penalty: 2287.343262
	Iteration 0F: 2 clusters Score -1266371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1258573.250000 Penalty: 4574.686523
	Iteration 0F: 3 clusters Score -1258573 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1260759.250000 Penalty: 4574.686523
	Iteration 1F: 3 clusters Score -1260759 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1261123.875000 Penalty: 4574.686523
	Iteration 2F: 3 clusters Score -1261124 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1261403.500000 Penalty: 4574.686523
	Iteration 3F: 3 clusters Score -1261404 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1261672.250000 Penalty: 4574.686523
	Iteration 4Q: 3 clusters Score -1261672 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1261971.000000 Penalty: 4574.686523
	Iteration 5Q: 3 clusters Score -1261971 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1262306.875000 Penalty: 4574.686523
	Iteration 6Q: 3 clusters Score -1262307 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1262636.500000 Penalty: 4574.686523
	Iteration 7F: 3 clusters Score -1262636 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1262892.250000 Penalty: 4574.686523
	Iteration 8Q: 3 clusters Score -1262892 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1263133.875000 Penalty: 4574.686523
	Iteration 9Q: 3 clusters Score -1263134 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1263328.875000 Penalty: 4574.686523
	Iteration 10Q: 3 clusters Score -1263329 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1263475.125000 Penalty: 4574.686523
	Iteration 11Q: 3 clusters Score -1263475 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1263575.500000 Penalty: 4574.686523
	Iteration 12Q: 3 clusters Score -1263576 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1263652.750000 Penalty: 4574.686523
	Iteration 13Q: 3 clusters Score -1263653 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1263724.000000 Penalty: 4574.686523
	Iteration 14Q: 3 clusters Score -1263724 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1263782.250000 Penalty: 4574.686523
	Iteration 15Q: 3 clusters Score -1263782 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1263829.000000 Penalty: 4574.686523
	Iteration 16Q: 3 clusters Score -1263829 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1263880.000000 Penalty: 4574.686523
	Iteration 17Q: 3 clusters Score -1263880 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1263931.625000 Penalty: 4574.686523
	Iteration 18Q: 3 clusters Score -1263932 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1263971.500000 Penalty: 4574.686523
	Iteration 19Q: 3 clusters Score -1263972 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1264001.625000 Penalty: 4574.686523
	Iteration 20F: 3 clusters Score -1264002 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1264028.875000 Penalty: 4574.686523
	Iteration 21Q: 3 clusters Score -1264029 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1264048.875000 Penalty: 4574.686523
	Iteration 22Q: 3 clusters Score -1264049 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1264074.125000 Penalty: 4574.686523
	Iteration 23Q: 3 clusters Score -1264074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1264104.750000 Penalty: 4574.686523
	Iteration 24Q: 3 clusters Score -1264105 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1264141.500000 Penalty: 4574.686523
	Iteration 25Q: 3 clusters Score -1264142 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1264183.750000 Penalty: 4574.686523
	Iteration 26Q: 3 clusters Score -1264184 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1264218.875000 Penalty: 4574.686523
	Iteration 27Q: 3 clusters Score -1264219 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1264260.500000 Penalty: 4574.686523
	Iteration 28Q: 3 clusters Score -1264260 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1264308.500000 Penalty: 4574.686523
	Iteration 29Q: 3 clusters Score -1264308 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1264348.625000 Penalty: 4574.686523
	Iteration 30Q: 3 clusters Score -1264349 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1264386.375000 Penalty: 4574.686523
	Iteration 31Q: 3 clusters Score -1264386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1264420.750000 Penalty: 4574.686523
	Iteration 32Q: 3 clusters Score -1264421 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1264447.250000 Penalty: 4574.686523
	Iteration 33Q: 3 clusters Score -1264447 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1264461.000000 Penalty: 4574.686523
	Iteration 34Q: 3 clusters Score -1264461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1264473.250000 Penalty: 4574.686523
	Iteration 35Q: 3 clusters Score -1264473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1264482.625000 Penalty: 4574.686523
	Iteration 36Q: 3 clusters Score -1264483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1264494.750000 Penalty: 4574.686523
	Iteration 37Q: 3 clusters Score -1264495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1264498.000000 Penalty: 4574.686523
	Iteration 38Q: 3 clusters Score -1264498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1264508.875000 Penalty: 4574.686523
	Iteration 39Q: 3 clusters Score -1264509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1264517.500000 Penalty: 4574.686523
	Iteration 40F: 3 clusters Score -1264518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1264534.375000 Penalty: 4574.686523
	Iteration 41Q: 3 clusters Score -1264534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1264547.750000 Penalty: 4574.686523
	Iteration 42Q: 3 clusters Score -1264548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1264553.750000 Penalty: 4574.686523
	Iteration 43Q: 3 clusters Score -1264554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1264562.750000 Penalty: 4574.686523
	Iteration 44Q: 3 clusters Score -1264563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1264578.000000 Penalty: 4574.686523
	Iteration 45Q: 3 clusters Score -1264578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1264595.875000 Penalty: 4574.686523
	Iteration 46Q: 3 clusters Score -1264596 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1264607.625000 Penalty: 4574.686523
	Iteration 47Q: 3 clusters Score -1264608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1264622.750000 Penalty: 4574.686523
	Iteration 48Q: 3 clusters Score -1264623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1264635.125000 Penalty: 4574.686523
	Iteration 49Q: 3 clusters Score -1264635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1264643.875000 Penalty: 4574.686523
	Iteration 50Q: 3 clusters Score -1264644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1264656.375000 Penalty: 4574.686523
	Iteration 51Q: 3 clusters Score -1264656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1264671.000000 Penalty: 4574.686523
	Iteration 52Q: 3 clusters Score -1264671 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1264690.750000 Penalty: 4574.686523
	Iteration 53Q: 3 clusters Score -1264691 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1264703.875000 Penalty: 4574.686523
	Iteration 54Q: 3 clusters Score -1264704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1264717.750000 Penalty: 4574.686523
	Iteration 55Q: 3 clusters Score -1264718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1264723.250000 Penalty: 4574.686523
	Iteration 56Q: 3 clusters Score -1264723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1264726.000000 Penalty: 4574.686523
	Iteration 57Q: 3 clusters Score -1264726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1264731.875000 Penalty: 4574.686523
	Iteration 58Q: 3 clusters Score -1264732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1264734.750000 Penalty: 4574.686523
	Iteration 59Q: 3 clusters Score -1264735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1264738.250000 Penalty: 4574.686523
	Iteration 60F: 3 clusters Score -1264738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1264744.625000 Penalty: 4574.686523
	Iteration 61Q: 3 clusters Score -1264745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1264744.750000 Penalty: 4574.686523
	Iteration 62Q: 3 clusters Score -1264745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1264748.875000 Penalty: 4574.686523
	Iteration 63Q: 3 clusters Score -1264749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1264750.750000 Penalty: 4574.686523
	Iteration 64Q: 3 clusters Score -1264751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1264749.125000 Penalty: 4574.686523
	Iteration 65Q: 3 clusters Score -1264749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1264752.500000 Penalty: 4574.686523
	Iteration 66Q: 3 clusters Score -1264752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1264753.125000 Penalty: 4574.686523
	Iteration 67Q: 3 clusters Score -1264753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1264755.875000 Penalty: 4574.686523
	Iteration 68Q: 3 clusters Score -1264756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1264753.625000 Penalty: 4574.686523
	Iteration 69Q: 3 clusters Score -1264754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1264756.125000 Penalty: 4574.686523
	Iteration 70Q: 3 clusters Score -1264756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1264758.500000 Penalty: 4574.686523
	Iteration 71Q: 3 clusters Score -1264758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1264761.625000 Penalty: 4574.686523
	Iteration 72Q: 3 clusters Score -1264762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1264758.750000 Penalty: 4574.686523
	Iteration 73Q: 3 clusters Score -1264759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1264761.625000 Penalty: 4574.686523
	Iteration 74Q: 3 clusters Score -1264762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1264764.875000 Penalty: 4574.686523
	Iteration 75Q: 3 clusters Score -1264765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1264766.250000 Penalty: 4574.686523
	Iteration 76Q: 3 clusters Score -1264766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1264771.750000 Penalty: 4574.686523
	Iteration 77Q: 3 clusters Score -1264772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1264772.750000 Penalty: 4574.686523
	Iteration 78Q: 3 clusters Score -1264773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1264773.250000 Penalty: 4574.686523
	Iteration 79Q: 3 clusters Score -1264773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1264776.625000 Penalty: 4574.686523
	Iteration 80F: 3 clusters Score -1264777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1264777.750000 Penalty: 4574.686523
	Iteration 81Q: 3 clusters Score -1264778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1264775.750000 Penalty: 4574.686523
	Iteration 82Q: 3 clusters Score -1264776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1264776.875000 Penalty: 4574.686523
	Iteration 83Q: 3 clusters Score -1264777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1264779.250000 Penalty: 4574.686523
	Iteration 84Q: 3 clusters Score -1264779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1264782.250000 Penalty: 4574.686523
	Iteration 85Q: 3 clusters Score -1264782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1264786.000000 Penalty: 4574.686523
	Iteration 86Q: 3 clusters Score -1264786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1264790.000000 Penalty: 4574.686523
	Iteration 87Q: 3 clusters Score -1264790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1264789.125000 Penalty: 4574.686523
	Iteration 88Q: 3 clusters Score -1264789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1264791.000000 Penalty: 4574.686523
	Iteration 89Q: 3 clusters Score -1264791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1264794.375000 Penalty: 4574.686523
	Iteration 90Q: 3 clusters Score -1264794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1264793.375000 Penalty: 4574.686523
	Iteration 91Q: 3 clusters Score -1264793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1264795.875000 Penalty: 4574.686523
	Iteration 92Q: 3 clusters Score -1264796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1264795.250000 Penalty: 4574.686523
	Iteration 93Q: 3 clusters Score -1264795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1264794.125000 Penalty: 4574.686523
	Iteration 94Q: 3 clusters Score -1264794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1264797.000000 Penalty: 4574.686523
	Iteration 95Q: 3 clusters Score -1264797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1264797.625000 Penalty: 4574.686523
	Iteration 96Q: 3 clusters Score -1264798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1264799.000000 Penalty: 4574.686523
	Iteration 97Q: 3 clusters Score -1264799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1264798.500000 Penalty: 4574.686523
	Iteration 98Q: 3 clusters Score -1264798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1264801.000000 Penalty: 4574.686523
	Iteration 99Q: 3 clusters Score -1264801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1264803.625000 Penalty: 4574.686523
	Iteration 100F: 3 clusters Score -1264804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1264801.375000 Penalty: 4574.686523
	Iteration 101Q: 3 clusters Score -1264801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1264802.750000 Penalty: 4574.686523
	Iteration 102Q: 3 clusters Score -1264803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1264803.875000 Penalty: 4574.686523
	Iteration 103Q: 3 clusters Score -1264804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1264806.375000 Penalty: 4574.686523
	Iteration 104Q: 3 clusters Score -1264806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1264806.375000 Penalty: 4574.686523
	Iteration 105F: 3 clusters Score -1264806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Entering Unmasked Estep 
Score: -612228.062500 Penalty: 2098.811035
	Iteration 0F: 2 clusters Score -612228.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -607848.437500 Penalty: 4197.622070
	Iteration 0F: 3 clusters Score -607848.4 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -608866.687500 Penalty: 4197.622070
	Iteration 1F: 3 clusters Score -608866.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -609057.875000 Penalty: 4197.622070
	Iteration 2F: 3 clusters Score -609057.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -609175.500000 Penalty: 4197.622070
	Iteration 3Q: 3 clusters Score -609175.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -609259.000000 Penalty: 4197.622070
	Iteration 4Q: 3 clusters Score -609259 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -609324.562500 Penalty: 4197.622070
	Iteration 5Q: 3 clusters Score -609324.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -609375.812500 Penalty: 4197.622070
	Iteration 6Q: 3 clusters Score -609375.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -609417.437500 Penalty: 4197.622070
	Iteration 7Q: 3 clusters Score -609417.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -609456.750000 Penalty: 4197.622070
	Iteration 8Q: 3 clusters Score -609456.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -609487.937500 Penalty: 4197.622070
	Iteration 9Q: 3 clusters Score -609487.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -609510.875000 Penalty: 4197.622070
	Iteration 10Q: 3 clusters Score -609510.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -609538.812500 Penalty: 4197.622070
	Iteration 11Q: 3 clusters Score -609538.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -609561.812500 Penalty: 4197.622070
	Iteration 12Q: 3 clusters Score -609561.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -609585.500000 Penalty: 4197.622070
	Iteration 13Q: 3 clusters Score -609585.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -609606.437500 Penalty: 4197.622070
	Iteration 14Q: 3 clusters Score -609606.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -609624.062500 Penalty: 4197.622070
	Iteration 15Q: 3 clusters Score -609624.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -609642.375000 Penalty: 4197.622070
	Iteration 16Q: 3 clusters Score -609642.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -609659.687500 Penalty: 4197.622070
	Iteration 17Q: 3 clusters Score -609659.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -609673.500000 Penalty: 4197.622070
	Iteration 18Q: 3 clusters Score -609673.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -609686.375000 Penalty: 4197.622070
	Iteration 19Q: 3 clusters Score -609686.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -609693.750000 Penalty: 4197.622070
	Iteration 20F: 3 clusters Score -609693.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -609699.250000 Penalty: 4197.622070
	Iteration 21Q: 3 clusters Score -609699.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -609706.875000 Penalty: 4197.622070
	Iteration 22Q: 3 clusters Score -609706.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -609717.312500 Penalty: 4197.622070
	Iteration 23Q: 3 clusters Score -609717.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -609722.562500 Penalty: 4197.622070
	Iteration 24Q: 3 clusters Score -609722.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -609730.875000 Penalty: 4197.622070
	Iteration 25Q: 3 clusters Score -609730.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -609734.562500 Penalty: 4197.622070
	Iteration 26Q: 3 clusters Score -609734.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -609740.437500 Penalty: 4197.622070
	Iteration 27Q: 3 clusters Score -609740.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -609747.312500 Penalty: 4197.622070
	Iteration 28Q: 3 clusters Score -609747.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -609755.062500 Penalty: 4197.622070
	Iteration 29Q: 3 clusters Score -609755.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -609763.437500 Penalty: 4197.622070
	Iteration 30Q: 3 clusters Score -609763.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -609770.000000 Penalty: 4197.622070
	Iteration 31Q: 3 clusters Score -609770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -609774.500000 Penalty: 4197.622070
	Iteration 32Q: 3 clusters Score -609774.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -609779.312500 Penalty: 4197.622070
	Iteration 33Q: 3 clusters Score -609779.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -609784.062500 Penalty: 4197.622070
	Iteration 34Q: 3 clusters Score -609784.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -609785.625000 Penalty: 4197.622070
	Iteration 35Q: 3 clusters Score -609785.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -609787.750000 Penalty: 4197.622070
	Iteration 36Q: 3 clusters Score -609787.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -609787.687500 Penalty: 4197.622070
	Iteration 37Q: 3 clusters Score -609787.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -609787.687500 Penalty: 4197.622070
	Iteration 38F: 3 clusters Score -609787.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -44362.707031 Penalty: 1495.013062
	Iteration 0F: 2 clusters Score -44362.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43049.585938 Penalty: 2990.026123
	Iteration 0F: 3 clusters Score -43049.59 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43230.636719 Penalty: 2990.026123
	Iteration 1F: 3 clusters Score -43230.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43295.230469 Penalty: 2990.026123
	Iteration 2F: 3 clusters Score -43295.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43331.312500 Penalty: 2990.026123
	Iteration 3Q: 3 clusters Score -43331.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43351.199219 Penalty: 2990.026123
	Iteration 4Q: 3 clusters Score -43351.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43354.144531 Penalty: 2990.026123
	Iteration 5Q: 3 clusters Score -43354.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43360.281250 Penalty: 2990.026123
	Iteration 6Q: 3 clusters Score -43360.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43361.496094 Penalty: 2990.026123
	Iteration 7Q: 3 clusters Score -43361.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43366.687500 Penalty: 2990.026123
	Iteration 8Q: 3 clusters Score -43366.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43370.210938 Penalty: 2990.026123
	Iteration 9Q: 3 clusters Score -43370.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43371.382812 Penalty: 2990.026123
	Iteration 10Q: 3 clusters Score -43371.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43371.382812 Penalty: 2990.026123
	Iteration 11F: 3 clusters Score -43371.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Entering Unmasked Estep 
Score: -1769178.625000 Penalty: 2369.233887
	Iteration 0F: 2 clusters Score -1769179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1758817.000000 Penalty: 4738.467773
	Iteration 0F: 3 clusters Score -1758817 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1762243.000000 Penalty: 4738.467773
	Iteration 1F: 3 clusters Score -1762243 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1762794.500000 Penalty: 4738.467773
	Iteration 2F: 3 clusters Score -1762794 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1763396.500000 Penalty: 4738.467773
	Iteration 3F: 3 clusters Score -1763396 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1764078.625000 Penalty: 4738.467773
	Iteration 4F: 3 clusters Score -1764079 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1764951.625000 Penalty: 4738.467773
	Iteration 5F: 3 clusters Score -1764952 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1765934.125000 Penalty: 4738.467773
	Iteration 6F: 3 clusters Score -1765934 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1766721.625000 Penalty: 4738.467773
	Iteration 7F: 3 clusters Score -1766722 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1767157.875000 Penalty: 4738.467773
	Iteration 8Q: 3 clusters Score -1767158 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1767372.375000 Penalty: 4738.467773
	Iteration 9Q: 3 clusters Score -1767372 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1767471.000000 Penalty: 4738.467773
	Iteration 10Q: 3 clusters Score -1767471 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1767534.750000 Penalty: 4738.467773
	Iteration 11Q: 3 clusters Score -1767535 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1767567.125000 Penalty: 4738.467773
	Iteration 12Q: 3 clusters Score -1767567 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1767589.500000 Penalty: 4738.467773
	Iteration 13Q: 3 clusters Score -1767590 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1767605.125000 Penalty: 4738.467773
	Iteration 14Q: 3 clusters Score -1767605 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1767614.875000 Penalty: 4738.467773
	Iteration 15Q: 3 clusters Score -1767615 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1767615.125000 Penalty: 4738.467773
	Iteration 16Q: 3 clusters Score -1767615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1767626.375000 Penalty: 4738.467773
	Iteration 17Q: 3 clusters Score -1767626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1767628.250000 Penalty: 4738.467773
	Iteration 18Q: 3 clusters Score -1767628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1767624.875000 Penalty: 4738.467773
	Iteration 19Q: 3 clusters Score -1767625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1767626.500000 Penalty: 4738.467773
	Iteration 20F: 3 clusters Score -1767626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1767632.125000 Penalty: 4738.467773
	Iteration 21Q: 3 clusters Score -1767632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1767632.625000 Penalty: 4738.467773
	Iteration 22Q: 3 clusters Score -1767633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1767635.125000 Penalty: 4738.467773
	Iteration 23Q: 3 clusters Score -1767635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1767635.375000 Penalty: 4738.467773
	Iteration 24Q: 3 clusters Score -1767635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1767638.625000 Penalty: 4738.467773
	Iteration 25Q: 3 clusters Score -1767639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1767637.375000 Penalty: 4738.467773
	Iteration 26Q: 3 clusters Score -1767637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1767634.875000 Penalty: 4738.467773
	Iteration 27Q: 3 clusters Score -1767635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1767634.250000 Penalty: 4738.467773
	Iteration 28Q: 3 clusters Score -1767634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1767636.500000 Penalty: 4738.467773
	Iteration 29Q: 3 clusters Score -1767636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1767642.375000 Penalty: 4738.467773
	Iteration 30Q: 3 clusters Score -1767642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1767642.000000 Penalty: 4738.467773
	Iteration 31Q: 3 clusters Score -1767642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1767636.625000 Penalty: 4738.467773
	Iteration 32Q: 3 clusters Score -1767637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1767638.250000 Penalty: 4738.467773
	Iteration 33Q: 3 clusters Score -1767638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1767642.375000 Penalty: 4738.467773
	Iteration 34Q: 3 clusters Score -1767642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1767642.250000 Penalty: 4738.467773
	Iteration 35Q: 3 clusters Score -1767642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1767644.500000 Penalty: 4738.467773
	Iteration 36Q: 3 clusters Score -1767644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1767643.125000 Penalty: 4738.467773
	Iteration 37Q: 3 clusters Score -1767643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1767649.875000 Penalty: 4738.467773
	Iteration 38Q: 3 clusters Score -1767650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1767645.750000 Penalty: 4738.467773
	Iteration 39Q: 3 clusters Score -1767646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1767646.875000 Penalty: 4738.467773
	Iteration 40F: 3 clusters Score -1767647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1767646.250000 Penalty: 4738.467773
	Iteration 41Q: 3 clusters Score -1767646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1767644.375000 Penalty: 4738.467773
	Iteration 42Q: 3 clusters Score -1767644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1767646.125000 Penalty: 4738.467773
	Iteration 43Q: 3 clusters Score -1767646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1767644.500000 Penalty: 4738.467773
	Iteration 44Q: 3 clusters Score -1767644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1767645.750000 Penalty: 4738.467773
	Iteration 45Q: 3 clusters Score -1767646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1767646.000000 Penalty: 4738.467773
	Iteration 46Q: 3 clusters Score -1767646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1767646.000000 Penalty: 4738.467773
	Iteration 47F: 3 clusters Score -1767646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Entering Unmasked Estep 
Score: -866373.687500 Penalty: 2197.790527
	Iteration 0F: 2 clusters Score -866373.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -860591.687500 Penalty: 4395.581055
	Iteration 0F: 3 clusters Score -860591.7 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -862340.687500 Penalty: 4395.581055
	Iteration 1F: 3 clusters Score -862340.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -863010.750000 Penalty: 4395.581055
	Iteration 2F: 3 clusters Score -863010.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -863680.500000 Penalty: 4395.581055
	Iteration 3F: 3 clusters Score -863680.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -864184.687500 Penalty: 4395.581055
	Iteration 4F: 3 clusters Score -864184.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -864587.187500 Penalty: 4395.581055
	Iteration 5F: 3 clusters Score -864587.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -864916.187500 Penalty: 4395.581055
	Iteration 6F: 3 clusters Score -864916.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -865152.875000 Penalty: 4395.581055
	Iteration 7Q: 3 clusters Score -865152.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -865323.312500 Penalty: 4395.581055
	Iteration 8Q: 3 clusters Score -865323.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -865438.875000 Penalty: 4395.581055
	Iteration 9Q: 3 clusters Score -865438.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -865523.625000 Penalty: 4395.581055
	Iteration 10Q: 3 clusters Score -865523.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -865600.687500 Penalty: 4395.581055
	Iteration 11Q: 3 clusters Score -865600.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -865651.062500 Penalty: 4395.581055
	Iteration 12Q: 3 clusters Score -865651.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -865696.937500 Penalty: 4395.581055
	Iteration 13Q: 3 clusters Score -865696.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -865732.000000 Penalty: 4395.581055
	Iteration 14Q: 3 clusters Score -865732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -865759.562500 Penalty: 4395.581055
	Iteration 15Q: 3 clusters Score -865759.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -865784.000000 Penalty: 4395.581055
	Iteration 16Q: 3 clusters Score -865784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -865820.687500 Penalty: 4395.581055
	Iteration 17Q: 3 clusters Score -865820.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -865842.875000 Penalty: 4395.581055
	Iteration 18Q: 3 clusters Score -865842.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -865859.375000 Penalty: 4395.581055
	Iteration 19Q: 3 clusters Score -865859.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -865874.437500 Penalty: 4395.581055
	Iteration 20F: 3 clusters Score -865874.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -865877.812500 Penalty: 4395.581055
	Iteration 21Q: 3 clusters Score -865877.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -865885.312500 Penalty: 4395.581055
	Iteration 22Q: 3 clusters Score -865885.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -865892.625000 Penalty: 4395.581055
	Iteration 23Q: 3 clusters Score -865892.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -865900.750000 Penalty: 4395.581055
	Iteration 24Q: 3 clusters Score -865900.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -865906.125000 Penalty: 4395.581055
	Iteration 25Q: 3 clusters Score -865906.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -865911.250000 Penalty: 4395.581055
	Iteration 26Q: 3 clusters Score -865911.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -865914.437500 Penalty: 4395.581055
	Iteration 27Q: 3 clusters Score -865914.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -865917.312500 Penalty: 4395.581055
	Iteration 28Q: 3 clusters Score -865917.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -865920.187500 Penalty: 4395.581055
	Iteration 29Q: 3 clusters Score -865920.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -865919.375000 Penalty: 4395.581055
	Iteration 30Q: 3 clusters Score -865919.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -865920.187500 Penalty: 4395.581055
	Iteration 31Q: 3 clusters Score -865920.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -865920.187500 Penalty: 4395.581055
	Iteration 32F: 3 clusters Score -865920.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Entering Unmasked Estep 
Score: -1165767.750000 Penalty: 2293.986572
	Iteration 0F: 2 clusters Score -1165768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1157890.375000 Penalty: 4587.973145
	Iteration 0F: 3 clusters Score -1157890 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1160637.500000 Penalty: 4587.973145
	Iteration 1F: 3 clusters Score -1160638 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1161484.625000 Penalty: 4587.973145
	Iteration 2F: 3 clusters Score -1161485 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1162231.875000 Penalty: 4587.973145
	Iteration 3F: 3 clusters Score -1162232 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1162810.750000 Penalty: 4587.973145
	Iteration 4F: 3 clusters Score -1162811 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1163188.625000 Penalty: 4587.973145
	Iteration 5F: 3 clusters Score -1163189 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1163430.750000 Penalty: 4587.973145
	Iteration 6Q: 3 clusters Score -1163431 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1163590.500000 Penalty: 4587.973145
	Iteration 7Q: 3 clusters Score -1163590 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1163705.625000 Penalty: 4587.973145
	Iteration 8Q: 3 clusters Score -1163706 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1163786.875000 Penalty: 4587.973145
	Iteration 9Q: 3 clusters Score -1163787 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1163853.000000 Penalty: 4587.973145
	Iteration 10Q: 3 clusters Score -1163853 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1163915.250000 Penalty: 4587.973145
	Iteration 11Q: 3 clusters Score -1163915 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1163965.000000 Penalty: 4587.973145
	Iteration 12Q: 3 clusters Score -1163965 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1164010.500000 Penalty: 4587.973145
	Iteration 13Q: 3 clusters Score -1164010 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1164043.500000 Penalty: 4587.973145
	Iteration 14Q: 3 clusters Score -1164044 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1164059.875000 Penalty: 4587.973145
	Iteration 15Q: 3 clusters Score -1164060 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1164085.125000 Penalty: 4587.973145
	Iteration 16Q: 3 clusters Score -1164085 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1164102.875000 Penalty: 4587.973145
	Iteration 17Q: 3 clusters Score -1164103 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1164126.500000 Penalty: 4587.973145
	Iteration 18Q: 3 clusters Score -1164126 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1164147.250000 Penalty: 4587.973145
	Iteration 19Q: 3 clusters Score -1164147 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1164165.125000 Penalty: 4587.973145
	Iteration 20F: 3 clusters Score -1164165 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1164191.250000 Penalty: 4587.973145
	Iteration 21Q: 3 clusters Score -1164191 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1164210.875000 Penalty: 4587.973145
	Iteration 22Q: 3 clusters Score -1164211 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1164228.375000 Penalty: 4587.973145
	Iteration 23Q: 3 clusters Score -1164228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1164245.250000 Penalty: 4587.973145
	Iteration 24Q: 3 clusters Score -1164245 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1164258.625000 Penalty: 4587.973145
	Iteration 25Q: 3 clusters Score -1164259 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1164266.375000 Penalty: 4587.973145
	Iteration 26Q: 3 clusters Score -1164266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1164277.000000 Penalty: 4587.973145
	Iteration 27Q: 3 clusters Score -1164277 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1164285.125000 Penalty: 4587.973145
	Iteration 28Q: 3 clusters Score -1164285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1164286.250000 Penalty: 4587.973145
	Iteration 29Q: 3 clusters Score -1164286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1164290.500000 Penalty: 4587.973145
	Iteration 30Q: 3 clusters Score -1164290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1164297.625000 Penalty: 4587.973145
	Iteration 31Q: 3 clusters Score -1164298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1164305.000000 Penalty: 4587.973145
	Iteration 32Q: 3 clusters Score -1164305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1164304.000000 Penalty: 4587.973145
	Iteration 33Q: 3 clusters Score -1164304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1164307.250000 Penalty: 4587.973145
	Iteration 34Q: 3 clusters Score -1164307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1164311.125000 Penalty: 4587.973145
	Iteration 35Q: 3 clusters Score -1164311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1164312.375000 Penalty: 4587.973145
	Iteration 36Q: 3 clusters Score -1164312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1164317.000000 Penalty: 4587.973145
	Iteration 37Q: 3 clusters Score -1164317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1164323.250000 Penalty: 4587.973145
	Iteration 38Q: 3 clusters Score -1164323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1164321.375000 Penalty: 4587.973145
	Iteration 39Q: 3 clusters Score -1164321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1164325.000000 Penalty: 4587.973145
	Iteration 40F: 3 clusters Score -1164325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1164328.500000 Penalty: 4587.973145
	Iteration 41Q: 3 clusters Score -1164328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1164327.875000 Penalty: 4587.973145
	Iteration 42Q: 3 clusters Score -1164328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1164332.250000 Penalty: 4587.973145
	Iteration 43Q: 3 clusters Score -1164332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1164329.625000 Penalty: 4587.973145
	Iteration 44Q: 3 clusters Score -1164330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1164333.000000 Penalty: 4587.973145
	Iteration 45Q: 3 clusters Score -1164333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1164333.375000 Penalty: 4587.973145
	Iteration 46Q: 3 clusters Score -1164333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1164332.625000 Penalty: 4587.973145
	Iteration 47Q: 3 clusters Score -1164333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1164334.750000 Penalty: 4587.973145
	Iteration 48Q: 3 clusters Score -1164335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1164335.125000 Penalty: 4587.973145
	Iteration 49Q: 3 clusters Score -1164335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1164339.625000 Penalty: 4587.973145
	Iteration 50Q: 3 clusters Score -1164340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1164340.125000 Penalty: 4587.973145
	Iteration 51Q: 3 clusters Score -1164340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1164340.750000 Penalty: 4587.973145
	Iteration 52Q: 3 clusters Score -1164341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1164340.000000 Penalty: 4587.973145
	Iteration 53Q: 3 clusters Score -1164340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1164342.750000 Penalty: 4587.973145
	Iteration 54Q: 3 clusters Score -1164343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1164344.875000 Penalty: 4587.973145
	Iteration 55Q: 3 clusters Score -1164345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1164343.375000 Penalty: 4587.973145
	Iteration 56Q: 3 clusters Score -1164343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1164343.375000 Penalty: 4587.973145
	Iteration 57Q: 3 clusters Score -1164343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1164342.000000 Penalty: 4587.973145
	Iteration 58Q: 3 clusters Score -1164342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1164342.000000 Penalty: 4587.973145
	Iteration 59F: 3 clusters Score -1164342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Entering Unmasked Estep 
Score: -1907075.750000 Penalty: 2377.285156
	Iteration 0F: 2 clusters Score -1907076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1896535.875000 Penalty: 4754.570312
	Iteration 0F: 3 clusters Score -1896536 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1899924.500000 Penalty: 4754.570312
	Iteration 1F: 3 clusters Score -1899924 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1900378.625000 Penalty: 4754.570312
	Iteration 2F: 3 clusters Score -1900379 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1900744.250000 Penalty: 4754.570312
	Iteration 3F: 3 clusters Score -1900744 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1901103.375000 Penalty: 4754.570312
	Iteration 4F: 3 clusters Score -1901103 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1901508.500000 Penalty: 4754.570312
	Iteration 5Q: 3 clusters Score -1901508 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1901994.375000 Penalty: 4754.570312
	Iteration 6F: 3 clusters Score -1901994 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1902497.000000 Penalty: 4754.570312
	Iteration 7F: 3 clusters Score -1902497 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1903010.375000 Penalty: 4754.570312
	Iteration 8Q: 3 clusters Score -1903010 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1903494.000000 Penalty: 4754.570312
	Iteration 9Q: 3 clusters Score -1903494 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1903910.000000 Penalty: 4754.570312
	Iteration 10Q: 3 clusters Score -1903910 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1904242.250000 Penalty: 4754.570312
	Iteration 11Q: 3 clusters Score -1904242 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1904500.750000 Penalty: 4754.570312
	Iteration 12Q: 3 clusters Score -1904501 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1904687.750000 Penalty: 4754.570312
	Iteration 13Q: 3 clusters Score -1904688 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1904801.750000 Penalty: 4754.570312
	Iteration 14Q: 3 clusters Score -1904802 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1904881.500000 Penalty: 4754.570312
	Iteration 15Q: 3 clusters Score -1904882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1904938.875000 Penalty: 4754.570312
	Iteration 16Q: 3 clusters Score -1904939 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1904970.250000 Penalty: 4754.570312
	Iteration 17Q: 3 clusters Score -1904970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1904991.375000 Penalty: 4754.570312
	Iteration 18Q: 3 clusters Score -1904991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1905008.000000 Penalty: 4754.570312
	Iteration 19Q: 3 clusters Score -1905008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1905019.625000 Penalty: 4754.570312
	Iteration 20F: 3 clusters Score -1905020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1905027.250000 Penalty: 4754.570312
	Iteration 21Q: 3 clusters Score -1905027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1905033.125000 Penalty: 4754.570312
	Iteration 22Q: 3 clusters Score -1905033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1905040.250000 Penalty: 4754.570312
	Iteration 23Q: 3 clusters Score -1905040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1905043.875000 Penalty: 4754.570312
	Iteration 24Q: 3 clusters Score -1905044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1905051.500000 Penalty: 4754.570312
	Iteration 25Q: 3 clusters Score -1905052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1905056.250000 Penalty: 4754.570312
	Iteration 26Q: 3 clusters Score -1905056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1905065.000000 Penalty: 4754.570312
	Iteration 27Q: 3 clusters Score -1905065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1905073.125000 Penalty: 4754.570312
	Iteration 28Q: 3 clusters Score -1905073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1905072.875000 Penalty: 4754.570312
	Iteration 29Q: 3 clusters Score -1905073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1905076.250000 Penalty: 4754.570312
	Iteration 30Q: 3 clusters Score -1905076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1905076.250000 Penalty: 4754.570312
	Iteration 31F: 3 clusters Score -1905076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Entering Unmasked Estep 
Score: -356395.781250 Penalty: 1961.462280
	Iteration 0F: 2 clusters Score -356395.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -353323.031250 Penalty: 3922.924561
	Iteration 0F: 3 clusters Score -353323 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -353915.125000 Penalty: 3922.924561
	Iteration 1F: 3 clusters Score -353915.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -354065.218750 Penalty: 3922.924561
	Iteration 2F: 3 clusters Score -354065.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -354146.937500 Penalty: 3922.924561
	Iteration 3Q: 3 clusters Score -354146.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -354190.875000 Penalty: 3922.924561
	Iteration 4Q: 3 clusters Score -354190.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -354220.593750 Penalty: 3922.924561
	Iteration 5Q: 3 clusters Score -354220.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -354244.312500 Penalty: 3922.924561
	Iteration 6Q: 3 clusters Score -354244.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -354268.906250 Penalty: 3922.924561
	Iteration 7Q: 3 clusters Score -354268.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -354284.437500 Penalty: 3922.924561
	Iteration 8Q: 3 clusters Score -354284.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -354294.062500 Penalty: 3922.924561
	Iteration 9Q: 3 clusters Score -354294.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -354298.656250 Penalty: 3922.924561
	Iteration 10Q: 3 clusters Score -354298.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -354303.937500 Penalty: 3922.924561
	Iteration 11Q: 3 clusters Score -354303.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -354307.875000 Penalty: 3922.924561
	Iteration 12Q: 3 clusters Score -354307.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -354310.593750 Penalty: 3922.924561
	Iteration 13Q: 3 clusters Score -354310.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -354314.312500 Penalty: 3922.924561
	Iteration 14Q: 3 clusters Score -354314.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -354317.562500 Penalty: 3922.924561
	Iteration 15Q: 3 clusters Score -354317.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -354321.687500 Penalty: 3922.924561
	Iteration 16Q: 3 clusters Score -354321.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -354324.468750 Penalty: 3922.924561
	Iteration 17Q: 3 clusters Score -354324.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -354328.968750 Penalty: 3922.924561
	Iteration 18Q: 3 clusters Score -354329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -354334.531250 Penalty: 3922.924561
	Iteration 19Q: 3 clusters Score -354334.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -354338.937500 Penalty: 3922.924561
	Iteration 20F: 3 clusters Score -354338.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -354342.281250 Penalty: 3922.924561
	Iteration 21Q: 3 clusters Score -354342.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -354346.468750 Penalty: 3922.924561
	Iteration 22Q: 3 clusters Score -354346.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -354348.156250 Penalty: 3922.924561
	Iteration 23Q: 3 clusters Score -354348.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -354351.937500 Penalty: 3922.924561
	Iteration 24Q: 3 clusters Score -354351.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -354353.375000 Penalty: 3922.924561
	Iteration 25Q: 3 clusters Score -354353.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -354353.593750 Penalty: 3922.924561
	Iteration 26Q: 3 clusters Score -354353.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -354353.343750 Penalty: 3922.924561
	Iteration 27Q: 3 clusters Score -354353.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -354354.625000 Penalty: 3922.924561
	Iteration 28Q: 3 clusters Score -354354.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -354354.625000 Penalty: 3922.924561
	Iteration 29F: 3 clusters Score -354354.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Entering Unmasked Estep 
Score: -214437.156250 Penalty: 1854.866333
	Iteration 0F: 2 clusters Score -214437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -211957.515625 Penalty: 3709.732666
	Iteration 0F: 3 clusters Score -211957.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -212395.515625 Penalty: 3709.732666
	Iteration 1F: 3 clusters Score -212395.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -212515.406250 Penalty: 3709.732666
	Iteration 2F: 3 clusters Score -212515.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -212591.640625 Penalty: 3709.732666
	Iteration 3Q: 3 clusters Score -212591.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -212639.812500 Penalty: 3709.732666
	Iteration 4Q: 3 clusters Score -212639.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -212664.531250 Penalty: 3709.732666
	Iteration 5Q: 3 clusters Score -212664.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -212684.015625 Penalty: 3709.732666
	Iteration 6Q: 3 clusters Score -212684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -212700.031250 Penalty: 3709.732666
	Iteration 7Q: 3 clusters Score -212700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -212719.093750 Penalty: 3709.732666
	Iteration 8Q: 3 clusters Score -212719.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -212736.359375 Penalty: 3709.732666
	Iteration 9Q: 3 clusters Score -212736.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -212752.734375 Penalty: 3709.732666
	Iteration 10Q: 3 clusters Score -212752.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -212763.125000 Penalty: 3709.732666
	Iteration 11Q: 3 clusters Score -212763.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -212769.312500 Penalty: 3709.732666
	Iteration 12Q: 3 clusters Score -212769.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -212777.343750 Penalty: 3709.732666
	Iteration 13Q: 3 clusters Score -212777.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -212785.625000 Penalty: 3709.732666
	Iteration 14Q: 3 clusters Score -212785.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -212791.531250 Penalty: 3709.732666
	Iteration 15Q: 3 clusters Score -212791.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -212796.906250 Penalty: 3709.732666
	Iteration 16Q: 3 clusters Score -212796.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -212806.546875 Penalty: 3709.732666
	Iteration 17Q: 3 clusters Score -212806.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -212810.687500 Penalty: 3709.732666
	Iteration 18Q: 3 clusters Score -212810.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -212815.875000 Penalty: 3709.732666
	Iteration 19Q: 3 clusters Score -212815.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -212819.562500 Penalty: 3709.732666
	Iteration 20F: 3 clusters Score -212819.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -212820.515625 Penalty: 3709.732666
	Iteration 21Q: 3 clusters Score -212820.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -212820.515625 Penalty: 3709.732666
	Iteration 22F: 3 clusters Score -212820.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Entering Unmasked Estep 
Score: -1925067.125000 Penalty: 2396.252441
	Iteration 0F: 2 clusters Score -1925067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1913804.750000 Penalty: 4792.504883
	Iteration 0F: 3 clusters Score -1913805 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1917538.500000 Penalty: 4792.504883
	Iteration 1F: 3 clusters Score -1917538 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1917927.000000 Penalty: 4792.504883
	Iteration 2F: 3 clusters Score -1917927 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1918254.750000 Penalty: 4792.504883
	Iteration 3Q: 3 clusters Score -1918255 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1918603.500000 Penalty: 4792.504883
	Iteration 4Q: 3 clusters Score -1918604 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1918993.000000 Penalty: 4792.504883
	Iteration 5Q: 3 clusters Score -1918993 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1919444.250000 Penalty: 4792.504883
	Iteration 6Q: 3 clusters Score -1919444 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1919934.625000 Penalty: 4792.504883
	Iteration 7Q: 3 clusters Score -1919935 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1920453.500000 Penalty: 4792.504883
	Iteration 8Q: 3 clusters Score -1920454 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1920962.500000 Penalty: 4792.504883
	Iteration 9Q: 3 clusters Score -1920962 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1921368.500000 Penalty: 4792.504883
	Iteration 10Q: 3 clusters Score -1921368 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1921675.375000 Penalty: 4792.504883
	Iteration 11Q: 3 clusters Score -1921675 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1921917.250000 Penalty: 4792.504883
	Iteration 12Q: 3 clusters Score -1921917 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1922151.625000 Penalty: 4792.504883
	Iteration 13Q: 3 clusters Score -1922152 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1922343.750000 Penalty: 4792.504883
	Iteration 14Q: 3 clusters Score -1922344 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1922472.125000 Penalty: 4792.504883
	Iteration 15Q: 3 clusters Score -1922472 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1922578.125000 Penalty: 4792.504883
	Iteration 16Q: 3 clusters Score -1922578 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1922659.875000 Penalty: 4792.504883
	Iteration 17Q: 3 clusters Score -1922660 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1922710.750000 Penalty: 4792.504883
	Iteration 18Q: 3 clusters Score -1922711 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1922768.875000 Penalty: 4792.504883
	Iteration 19Q: 3 clusters Score -1922769 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1922818.500000 Penalty: 4792.504883
	Iteration 20F: 3 clusters Score -1922818 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1922855.625000 Penalty: 4792.504883
	Iteration 21Q: 3 clusters Score -1922856 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1922894.000000 Penalty: 4792.504883
	Iteration 22Q: 3 clusters Score -1922894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1922923.250000 Penalty: 4792.504883
	Iteration 23Q: 3 clusters Score -1922923 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1922933.250000 Penalty: 4792.504883
	Iteration 24Q: 3 clusters Score -1922933 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1922949.625000 Penalty: 4792.504883
	Iteration 25Q: 3 clusters Score -1922950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1922958.375000 Penalty: 4792.504883
	Iteration 26Q: 3 clusters Score -1922958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1922969.625000 Penalty: 4792.504883
	Iteration 27Q: 3 clusters Score -1922970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1922979.625000 Penalty: 4792.504883
	Iteration 28Q: 3 clusters Score -1922980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1922983.750000 Penalty: 4792.504883
	Iteration 29Q: 3 clusters Score -1922984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1922990.625000 Penalty: 4792.504883
	Iteration 30Q: 3 clusters Score -1922991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1922997.500000 Penalty: 4792.504883
	Iteration 31Q: 3 clusters Score -1922998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1923003.375000 Penalty: 4792.504883
	Iteration 32Q: 3 clusters Score -1923003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1923002.875000 Penalty: 4792.504883
	Iteration 33Q: 3 clusters Score -1923003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1923009.250000 Penalty: 4792.504883
	Iteration 34Q: 3 clusters Score -1923009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1923020.500000 Penalty: 4792.504883
	Iteration 35Q: 3 clusters Score -1923020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1923021.625000 Penalty: 4792.504883
	Iteration 36Q: 3 clusters Score -1923022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1923024.125000 Penalty: 4792.504883
	Iteration 37Q: 3 clusters Score -1923024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1923021.875000 Penalty: 4792.504883
	Iteration 38Q: 3 clusters Score -1923022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1923030.125000 Penalty: 4792.504883
	Iteration 39Q: 3 clusters Score -1923030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1923031.375000 Penalty: 4792.504883
	Iteration 40F: 3 clusters Score -1923031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1923033.625000 Penalty: 4792.504883
	Iteration 41Q: 3 clusters Score -1923034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1923036.250000 Penalty: 4792.504883
	Iteration 42Q: 3 clusters Score -1923036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1923038.125000 Penalty: 4792.504883
	Iteration 43Q: 3 clusters Score -1923038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1923041.750000 Penalty: 4792.504883
	Iteration 44Q: 3 clusters Score -1923042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1923041.250000 Penalty: 4792.504883
	Iteration 45Q: 3 clusters Score -1923041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1923045.250000 Penalty: 4792.504883
	Iteration 46Q: 3 clusters Score -1923045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1923049.125000 Penalty: 4792.504883
	Iteration 47Q: 3 clusters Score -1923049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1923053.000000 Penalty: 4792.504883
	Iteration 48Q: 3 clusters Score -1923053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1923056.250000 Penalty: 4792.504883
	Iteration 49Q: 3 clusters Score -1923056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1923054.375000 Penalty: 4792.504883
	Iteration 50Q: 3 clusters Score -1923054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1923055.500000 Penalty: 4792.504883
	Iteration 51Q: 3 clusters Score -1923056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1923052.500000 Penalty: 4792.504883
	Iteration 52Q: 3 clusters Score -1923052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1923055.125000 Penalty: 4792.504883
	Iteration 53Q: 3 clusters Score -1923055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1923056.625000 Penalty: 4792.504883
	Iteration 54Q: 3 clusters Score -1923057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1923056.625000 Penalty: 4792.504883
	Iteration 55F: 3 clusters Score -1923057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Entering Unmasked Estep 
Score: -1615865.125000 Penalty: 2344.823242
	Iteration 0F: 2 clusters Score -1615865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1606455.375000 Penalty: 4689.646484
	Iteration 0F: 3 clusters Score -1606455 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1609379.250000 Penalty: 4689.646484
	Iteration 1F: 3 clusters Score -1609379 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1609866.250000 Penalty: 4689.646484
	Iteration 2F: 3 clusters Score -1609866 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1610346.500000 Penalty: 4689.646484
	Iteration 3F: 3 clusters Score -1610346 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1610885.375000 Penalty: 4689.646484
	Iteration 4F: 3 clusters Score -1610885 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1611458.250000 Penalty: 4689.646484
	Iteration 5F: 3 clusters Score -1611458 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1612018.250000 Penalty: 4689.646484
	Iteration 6F: 3 clusters Score -1612018 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1612485.250000 Penalty: 4689.646484
	Iteration 7F: 3 clusters Score -1612485 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1612806.500000 Penalty: 4689.646484
	Iteration 8Q: 3 clusters Score -1612806 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1613013.500000 Penalty: 4689.646484
	Iteration 9Q: 3 clusters Score -1613014 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1613131.500000 Penalty: 4689.646484
	Iteration 10Q: 3 clusters Score -1613132 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1613210.000000 Penalty: 4689.646484
	Iteration 11Q: 3 clusters Score -1613210 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1613265.375000 Penalty: 4689.646484
	Iteration 12Q: 3 clusters Score -1613265 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1613307.625000 Penalty: 4689.646484
	Iteration 13Q: 3 clusters Score -1613308 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1613343.750000 Penalty: 4689.646484
	Iteration 14Q: 3 clusters Score -1613344 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1613364.250000 Penalty: 4689.646484
	Iteration 15Q: 3 clusters Score -1613364 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1613383.500000 Penalty: 4689.646484
	Iteration 16Q: 3 clusters Score -1613384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1613395.750000 Penalty: 4689.646484
	Iteration 17Q: 3 clusters Score -1613396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1613407.250000 Penalty: 4689.646484
	Iteration 18Q: 3 clusters Score -1613407 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1613416.125000 Penalty: 4689.646484
	Iteration 19Q: 3 clusters Score -1613416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1613412.875000 Penalty: 4689.646484
	Iteration 20F: 3 clusters Score -1613413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1613420.625000 Penalty: 4689.646484
	Iteration 21Q: 3 clusters Score -1613421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1613421.500000 Penalty: 4689.646484
	Iteration 22Q: 3 clusters Score -1613422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1613423.875000 Penalty: 4689.646484
	Iteration 23Q: 3 clusters Score -1613424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1613421.125000 Penalty: 4689.646484
	Iteration 24Q: 3 clusters Score -1613421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1613426.750000 Penalty: 4689.646484
	Iteration 25Q: 3 clusters Score -1613427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1613426.750000 Penalty: 4689.646484
	Iteration 26Q: 3 clusters Score -1613427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1613435.500000 Penalty: 4689.646484
	Iteration 27Q: 3 clusters Score -1613436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1613437.375000 Penalty: 4689.646484
	Iteration 28Q: 3 clusters Score -1613437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1613435.250000 Penalty: 4689.646484
	Iteration 29Q: 3 clusters Score -1613435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1613448.500000 Penalty: 4689.646484
	Iteration 30Q: 3 clusters Score -1613448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1613445.125000 Penalty: 4689.646484
	Iteration 31Q: 3 clusters Score -1613445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1613448.250000 Penalty: 4689.646484
	Iteration 32Q: 3 clusters Score -1613448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1613452.875000 Penalty: 4689.646484
	Iteration 33Q: 3 clusters Score -1613453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1613452.000000 Penalty: 4689.646484
	Iteration 34Q: 3 clusters Score -1613452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1613448.750000 Penalty: 4689.646484
	Iteration 35Q: 3 clusters Score -1613449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1613452.250000 Penalty: 4689.646484
	Iteration 36Q: 3 clusters Score -1613452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1613450.250000 Penalty: 4689.646484
	Iteration 37Q: 3 clusters Score -1613450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1613449.500000 Penalty: 4689.646484
	Iteration 38Q: 3 clusters Score -1613450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1613449.625000 Penalty: 4689.646484
	Iteration 39Q: 3 clusters Score -1613450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1613450.625000 Penalty: 4689.646484
	Iteration 40F: 3 clusters Score -1613451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1613453.625000 Penalty: 4689.646484
	Iteration 41Q: 3 clusters Score -1613454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1613452.125000 Penalty: 4689.646484
	Iteration 42Q: 3 clusters Score -1613452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1613456.875000 Penalty: 4689.646484
	Iteration 43Q: 3 clusters Score -1613457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1613458.375000 Penalty: 4689.646484
	Iteration 44Q: 3 clusters Score -1613458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1613459.500000 Penalty: 4689.646484
	Iteration 45Q: 3 clusters Score -1613460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1613459.250000 Penalty: 4689.646484
	Iteration 46Q: 3 clusters Score -1613459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1613462.625000 Penalty: 4689.646484
	Iteration 47Q: 3 clusters Score -1613463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1613461.000000 Penalty: 4689.646484
	Iteration 48Q: 3 clusters Score -1613461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1613467.000000 Penalty: 4689.646484
	Iteration 49Q: 3 clusters Score -1613467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1613468.500000 Penalty: 4689.646484
	Iteration 50Q: 3 clusters Score -1613468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1613465.750000 Penalty: 4689.646484
	Iteration 51Q: 3 clusters Score -1613466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1613467.500000 Penalty: 4689.646484
	Iteration 52Q: 3 clusters Score -1613468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1613469.000000 Penalty: 4689.646484
	Iteration 53Q: 3 clusters Score -1613469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1613469.875000 Penalty: 4689.646484
	Iteration 54Q: 3 clusters Score -1613470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1613469.250000 Penalty: 4689.646484
	Iteration 55Q: 3 clusters Score -1613469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1613469.250000 Penalty: 4689.646484
	Iteration 56F: 3 clusters Score -1613469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Entering Unmasked Estep 
Score: -661135.187500 Penalty: 2146.795410
	Iteration 0F: 2 clusters Score -661135.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -656239.687500 Penalty: 4293.590820
	Iteration 0F: 3 clusters Score -656239.7 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -657755.000000 Penalty: 4293.590820
	Iteration 1F: 3 clusters Score -657755 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -658240.125000 Penalty: 4293.590820
	Iteration 2F: 3 clusters Score -658240.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -658755.187500 Penalty: 4293.590820
	Iteration 3F: 3 clusters Score -658755.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -659267.937500 Penalty: 4293.590820
	Iteration 4F: 3 clusters Score -659267.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -659729.875000 Penalty: 4293.590820
	Iteration 5F: 3 clusters Score -659729.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -660089.937500 Penalty: 4293.590820
	Iteration 6F: 3 clusters Score -660089.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -660342.812500 Penalty: 4293.590820
	Iteration 7Q: 3 clusters Score -660342.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -660573.750000 Penalty: 4293.590820
	Iteration 8Q: 3 clusters Score -660573.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -660767.937500 Penalty: 4293.590820
	Iteration 9Q: 3 clusters Score -660767.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -660892.500000 Penalty: 4293.590820
	Iteration 10Q: 3 clusters Score -660892.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -661005.125000 Penalty: 4293.590820
	Iteration 11Q: 3 clusters Score -661005.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -661091.687500 Penalty: 4293.590820
	Iteration 12Q: 3 clusters Score -661091.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -661136.312500 Penalty: 4293.590820
	Iteration 13Q: 3 clusters Score -661136.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -661183.375000 Penalty: 4293.590820
	Iteration 14Q: 3 clusters Score -661183.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -661234.312500 Penalty: 4293.590820
	Iteration 15Q: 3 clusters Score -661234.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -661286.250000 Penalty: 4293.590820
	Iteration 16Q: 3 clusters Score -661286.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -661333.937500 Penalty: 4293.590820
	Iteration 17Q: 3 clusters Score -661333.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -661367.687500 Penalty: 4293.590820
	Iteration 18Q: 3 clusters Score -661367.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -661400.875000 Penalty: 4293.590820
	Iteration 19Q: 3 clusters Score -661400.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -661440.500000 Penalty: 4293.590820
	Iteration 20F: 3 clusters Score -661440.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -661472.250000 Penalty: 4293.590820
	Iteration 21Q: 3 clusters Score -661472.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -661507.750000 Penalty: 4293.590820
	Iteration 22Q: 3 clusters Score -661507.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -661542.375000 Penalty: 4293.590820
	Iteration 23Q: 3 clusters Score -661542.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -661562.312500 Penalty: 4293.590820
	Iteration 24Q: 3 clusters Score -661562.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -661572.750000 Penalty: 4293.590820
	Iteration 25Q: 3 clusters Score -661572.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -661583.250000 Penalty: 4293.590820
	Iteration 26Q: 3 clusters Score -661583.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -661592.812500 Penalty: 4293.590820
	Iteration 27Q: 3 clusters Score -661592.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -661601.812500 Penalty: 4293.590820
	Iteration 28Q: 3 clusters Score -661601.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -661608.000000 Penalty: 4293.590820
	Iteration 29Q: 3 clusters Score -661608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -661610.125000 Penalty: 4293.590820
	Iteration 30Q: 3 clusters Score -661610.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -661614.687500 Penalty: 4293.590820
	Iteration 31Q: 3 clusters Score -661614.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -661616.187500 Penalty: 4293.590820
	Iteration 32Q: 3 clusters Score -661616.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -661618.812500 Penalty: 4293.590820
	Iteration 33Q: 3 clusters Score -661618.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -661621.187500 Penalty: 4293.590820
	Iteration 34Q: 3 clusters Score -661621.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -661621.250000 Penalty: 4293.590820
	Iteration 35Q: 3 clusters Score -661621.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -661624.625000 Penalty: 4293.590820
	Iteration 36Q: 3 clusters Score -661624.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -661624.437500 Penalty: 4293.590820
	Iteration 37Q: 3 clusters Score -661624.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -661624.687500 Penalty: 4293.590820
	Iteration 38Q: 3 clusters Score -661624.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -661625.437500 Penalty: 4293.590820
	Iteration 39Q: 3 clusters Score -661625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -661625.375000 Penalty: 4293.590820
	Iteration 40F: 3 clusters Score -661625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -661627.000000 Penalty: 4293.590820
	Iteration 41Q: 3 clusters Score -661627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -661627.937500 Penalty: 4293.590820
	Iteration 42Q: 3 clusters Score -661627.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -661628.062500 Penalty: 4293.590820
	Iteration 43Q: 3 clusters Score -661628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -661629.187500 Penalty: 4293.590820
	Iteration 44Q: 3 clusters Score -661629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -661628.562500 Penalty: 4293.590820
	Iteration 45Q: 3 clusters Score -661628.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -661628.562500 Penalty: 4293.590820
	Iteration 46F: 3 clusters Score -661628.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 47271 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152413 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77117 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14776 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5059 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9274 members 
Mstep: Class 18 contains 11837 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 21 contains 4054 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11720 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14092 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12771 members 
Mstep: Class 37 contains 1693 members 
Mstep: Class 38 contains 27585 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48191 members 
Mstep: Class 41 contains 60252 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
Score: -150808976.000000 Penalty: 152864.640625
Splitting cluster 37 changes total score from -150809728.000000 to -150808976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (27585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Entering Unmasked Estep 
Score: -3545033.000000 Penalty: 2535.806641
	Iteration 0F: 2 clusters Score -3545033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3525900.250000 Penalty: 5071.613281
	Iteration 0F: 3 clusters Score -3525900 nChanged 12476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -3532680.750000 Penalty: 5071.613281
	Iteration 1F: 3 clusters Score -3532681 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3533350.750000 Penalty: 5071.613281
	Iteration 2F: 3 clusters Score -3533351 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -3534044.000000 Penalty: 5071.613281
	Iteration 3F: 3 clusters Score -3534044 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3534806.250000 Penalty: 5071.613281
	Iteration 4F: 3 clusters Score -3534806 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3535513.750000 Penalty: 5071.613281
	Iteration 5F: 3 clusters Score -3535514 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3536242.250000 Penalty: 5071.613281
	Iteration 6F: 3 clusters Score -3536242 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3536901.750000 Penalty: 5071.613281
	Iteration 7F: 3 clusters Score -3536902 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3537503.750000 Penalty: 5071.613281
	Iteration 8Q: 3 clusters Score -3537504 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -3538035.000000 Penalty: 5071.613281
	Iteration 9Q: 3 clusters Score -3538035 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3538578.500000 Penalty: 5071.613281
	Iteration 10Q: 3 clusters Score -3538578 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -3539120.750000 Penalty: 5071.613281
	Iteration 11Q: 3 clusters Score -3539121 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -3539752.500000 Penalty: 5071.613281
	Iteration 12Q: 3 clusters Score -3539752 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -3540525.500000 Penalty: 5071.613281
	Iteration 13Q: 3 clusters Score -3540526 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -3541323.250000 Penalty: 5071.613281
	Iteration 14Q: 3 clusters Score -3541323 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -3542001.000000 Penalty: 5071.613281
	Iteration 15Q: 3 clusters Score -3542001 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -3542405.750000 Penalty: 5071.613281
	Iteration 16Q: 3 clusters Score -3542406 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -3542627.000000 Penalty: 5071.613281
	Iteration 17Q: 3 clusters Score -3542627 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3542770.000000 Penalty: 5071.613281
	Iteration 18Q: 3 clusters Score -3542770 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3542874.250000 Penalty: 5071.613281
	Iteration 19Q: 3 clusters Score -3542874 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -3542987.250000 Penalty: 5071.613281
	Iteration 20F: 3 clusters Score -3542987 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3543100.250000 Penalty: 5071.613281
	Iteration 21Q: 3 clusters Score -3543100 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -3543228.000000 Penalty: 5071.613281
	Iteration 22Q: 3 clusters Score -3543228 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -3543414.250000 Penalty: 5071.613281
	Iteration 23Q: 3 clusters Score -3543414 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3543662.750000 Penalty: 5071.613281
	Iteration 24Q: 3 clusters Score -3543663 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -3543999.000000 Penalty: 5071.613281
	Iteration 25Q: 3 clusters Score -3543999 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -3544461.000000 Penalty: 5071.613281
	Iteration 26Q: 3 clusters Score -3544461 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -3545001.000000 Penalty: 5071.613281
	Iteration 27Q: 3 clusters Score -3545001 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -3545519.000000 Penalty: 5071.613281
	Iteration 28Q: 3 clusters Score -3545519 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3545904.250000 Penalty: 5071.613281
	Iteration 29Q: 3 clusters Score -3545904 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -3546146.250000 Penalty: 5071.613281
	Iteration 30Q: 3 clusters Score -3546146 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3546295.000000 Penalty: 5071.613281
	Iteration 31Q: 3 clusters Score -3546295 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3546383.500000 Penalty: 5071.613281
	Iteration 32Q: 3 clusters Score -3546384 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3546453.000000 Penalty: 5071.613281
	Iteration 33Q: 3 clusters Score -3546453 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3546486.500000 Penalty: 5071.613281
	Iteration 34Q: 3 clusters Score -3546486 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3546518.750000 Penalty: 5071.613281
	Iteration 35Q: 3 clusters Score -3546519 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -3546527.250000 Penalty: 5071.613281
	Iteration 36Q: 3 clusters Score -3546527 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3546554.750000 Penalty: 5071.613281
	Iteration 37Q: 3 clusters Score -3546555 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3546567.250000 Penalty: 5071.613281
	Iteration 38Q: 3 clusters Score -3546567 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3546577.250000 Penalty: 5071.613281
	Iteration 39Q: 3 clusters Score -3546577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -3546616.500000 Penalty: 5071.613281
	Iteration 40F: 3 clusters Score -3546616 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -3546640.000000 Penalty: 5071.613281
	Iteration 41Q: 3 clusters Score -3546640 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3546646.250000 Penalty: 5071.613281
	Iteration 42Q: 3 clusters Score -3546646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -3546653.750000 Penalty: 5071.613281
	Iteration 43Q: 3 clusters Score -3546654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3546639.750000 Penalty: 5071.613281
	Iteration 44Q: 3 clusters Score -3546640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3546637.500000 Penalty: 5071.613281
	Iteration 45Q: 3 clusters Score -3546638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3546638.000000 Penalty: 5071.613281
	Iteration 46Q: 3 clusters Score -3546638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3546639.250000 Penalty: 5071.613281
	Iteration 47Q: 3 clusters Score -3546639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3546649.750000 Penalty: 5071.613281
	Iteration 48Q: 3 clusters Score -3546650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3546646.250000 Penalty: 5071.613281
	Iteration 49Q: 3 clusters Score -3546646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3546651.250000 Penalty: 5071.613281
	Iteration 50Q: 3 clusters Score -3546651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -3546658.500000 Penalty: 5071.613281
	Iteration 51Q: 3 clusters Score -3546658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3546655.750000 Penalty: 5071.613281
	Iteration 52Q: 3 clusters Score -3546656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3546655.750000 Penalty: 5071.613281
	Iteration 53F: 3 clusters Score -3546656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1600 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 47271 members 
Mstep: Class 3 contains 13163 members 
Mstep: Class 4 contains 169422 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 152413 members 
Mstep: Class 7 contains 100156 members 
Mstep: Class 8 contains 77117 members 
Mstep: Class 9 contains 180098 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 14776 members 
Mstep: Class 12 contains 358 members 
Mstep: Class 13 contains 5059 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 17452 members 
Mstep: Class 17 contains 9274 members 
Mstep: Class 18 contains 11837 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 21 contains 13531 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 11720 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 10129 members 
Mstep: Class 27 contains 4736 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14092 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 14557 members 
Mstep: Class 33 contains 2722 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12771 members 
Mstep: Class 37 contains 5747 members 
Mstep: Class 38 contains 14054 members 
Mstep: Class 39 contains 22033 members 
Mstep: Class 40 contains 48191 members 
Mstep: Class 41 contains 60252 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 27071 members 
Mstep: Class 44 contains 5938 members 
Entering Unmasked Estep 
Score: -150809440.000000 Penalty: 152864.640625
Splitting cluster 38 changes total score from -150809728.000000 to -150809440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (22033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Entering Unmasked Estep 
Score: -2904556.250000 Penalty: 2480.073486
	Iteration 0F: 2 clusters Score -2904556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2889114.000000 Penalty: 4960.146973
	Iteration 0F: 3 clusters Score -2889114 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2894394.000000 Penalty: 4960.146973
	Iteration 1F: 3 clusters Score -2894394 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2894871.750000 Penalty: 4960.146973
	Iteration 2F: 3 clusters Score -2894872 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2895314.750000 Penalty: 4960.146973
	Iteration 3Q: 3 clusters Score -2895315 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2895770.000000 Penalty: 4960.146973
	Iteration 4Q: 3 clusters Score -2895770 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2896349.250000 Penalty: 4960.146973
	Iteration 5Q: 3 clusters Score -2896349 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2897050.500000 Penalty: 4960.146973
	Iteration 6F: 3 clusters Score -2897050 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2897959.500000 Penalty: 4960.146973
	Iteration 7F: 3 clusters Score -2897960 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2899022.250000 Penalty: 4960.146973
	Iteration 8F: 3 clusters Score -2899022 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2900040.000000 Penalty: 4960.146973
	Iteration 9F: 3 clusters Score -2900040 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2900882.250000 Penalty: 4960.146973
	Iteration 10Q: 3 clusters Score -2900882 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2901489.750000 Penalty: 4960.146973
	Iteration 11Q: 3 clusters Score -2901490 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2901894.750000 Penalty: 4960.146973
	Iteration 12Q: 3 clusters Score -2901895 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2902109.000000 Penalty: 4960.146973
	Iteration 13Q: 3 clusters Score -2902109 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2902238.750000 Penalty: 4960.146973
	Iteration 14Q: 3 clusters Score -2902239 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -2902319.500000 Penalty: 4960.146973
	Iteration 15Q: 3 clusters Score -2902320 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2902376.500000 Penalty: 4960.146973
	Iteration 16Q: 3 clusters Score -2902376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -2902428.000000 Penalty: 4960.146973
	Iteration 17Q: 3 clusters Score -2902428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -2902470.250000 Penalty: 4960.146973
	Iteration 18Q: 3 clusters Score -2902470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2902498.250000 Penalty: 4960.146973
	Iteration 19Q: 3 clusters Score -2902498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -2902520.000000 Penalty: 4960.146973
	Iteration 20F: 3 clusters Score -2902520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2902542.000000 Penalty: 4960.146973
	Iteration 21Q: 3 clusters Score -2902542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2902560.500000 Penalty: 4960.146973
	Iteration 22Q: 3 clusters Score -2902560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2902577.000000 Penalty: 4960.146973
	Iteration 23Q: 3 clusters Score -2902577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -2902587.000000 Penalty: 4960.146973
	Iteration 24Q: 3 clusters Score -2902587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -2902599.250000 Penalty: 4960.146973
	Iteration 25Q: 3 clusters Score -2902599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -2902601.750000 Penalty: 4960.146973
	Iteration 26Q: 3 clusters Score -2902602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -2902603.500000 Penalty: 4960.146973
	Iteration 27Q: 3 clusters Score -2902604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -2902603.500000 Penalty: 4960.146973
	Iteration 28Q: 3 clusters Score -2902604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -2902611.000000 Penalty: 4960.146973
	Iteration 29Q: 3 clusters Score -2902611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2902610.500000 Penalty: 4960.146973
	Iteration 30Q: 3 clusters Score -2902610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2902610.250000 Penalty: 4960.146973
	Iteration 31Q: 3 clusters Score -2902610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2902610.250000 Penalty: 4960.146973
	Iteration 32F: 3 clusters Score -2902610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (48191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Entering Unmasked Estep 
Score: -6186937.500000 Penalty: 2674.166016
	Iteration 0F: 2 clusters Score -6186938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -6154446.500000 Penalty: 5348.332031
	Iteration 0F: 3 clusters Score -6154446 nChanged 22234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -6166910.000000 Penalty: 5348.332031
	Iteration 1F: 3 clusters Score -6166910 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -6167607.500000 Penalty: 5348.332031
	Iteration 2Q: 3 clusters Score -6167608 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -6168448.500000 Penalty: 5348.332031
	Iteration 3Q: 3 clusters Score -6168448 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -6169551.500000 Penalty: 5348.332031
	Iteration 4Q: 3 clusters Score -6169552 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -6170891.500000 Penalty: 5348.332031
	Iteration 5F: 3 clusters Score -6170892 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -6172524.500000 Penalty: 5348.332031
	Iteration 6F: 3 clusters Score -6172524 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -6174436.500000 Penalty: 5348.332031
	Iteration 7F: 3 clusters Score -6174436 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -6176423.500000 Penalty: 5348.332031
	Iteration 8F: 3 clusters Score -6176424 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -6178368.500000 Penalty: 5348.332031
	Iteration 9F: 3 clusters Score -6178368 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -6180289.000000 Penalty: 5348.332031
	Iteration 10Q: 3 clusters Score -6180289 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -6181855.500000 Penalty: 5348.332031
	Iteration 11Q: 3 clusters Score -6181856 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -6183003.500000 Penalty: 5348.332031
	Iteration 12Q: 3 clusters Score -6183004 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6183636.500000 Penalty: 5348.332031
	Iteration 13Q: 3 clusters Score -6183636 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6184006.000000 Penalty: 5348.332031
	Iteration 14Q: 3 clusters Score -6184006 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6184213.500000 Penalty: 5348.332031
	Iteration 15Q: 3 clusters Score -6184214 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6184340.000000 Penalty: 5348.332031
	Iteration 16Q: 3 clusters Score -6184340 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6184433.000000 Penalty: 5348.332031
	Iteration 17Q: 3 clusters Score -6184433 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6184498.500000 Penalty: 5348.332031
	Iteration 18Q: 3 clusters Score -6184498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6184545.000000 Penalty: 5348.332031
	Iteration 19Q: 3 clusters Score -6184545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6184574.000000 Penalty: 5348.332031
	Iteration 20F: 3 clusters Score -6184574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6184596.000000 Penalty: 5348.332031
	Iteration 21Q: 3 clusters Score -6184596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6184634.500000 Penalty: 5348.332031
	Iteration 22Q: 3 clusters Score -6184634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6184673.000000 Penalty: 5348.332031
	Iteration 23Q: 3 clusters Score -6184673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6184696.000000 Penalty: 5348.332031
	Iteration 24Q: 3 clusters Score -6184696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6184707.000000 Penalty: 5348.332031
	Iteration 25Q: 3 clusters Score -6184707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6184709.500000 Penalty: 5348.332031
	Iteration 26Q: 3 clusters Score -6184710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6184721.500000 Penalty: 5348.332031
	Iteration 27Q: 3 clusters Score -6184722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6184718.500000 Penalty: 5348.332031
	Iteration 28Q: 3 clusters Score -6184718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6184725.000000 Penalty: 5348.332031
	Iteration 29Q: 3 clusters Score -6184725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6184721.000000 Penalty: 5348.332031
	Iteration 30Q: 3 clusters Score -6184721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6184728.000000 Penalty: 5348.332031
	Iteration 31Q: 3 clusters Score -6184728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6184727.000000 Penalty: 5348.332031
	Iteration 32Q: 3 clusters Score -6184727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6184727.000000 Penalty: 5348.332031
	Iteration 33F: 3 clusters Score -6184727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (60252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Entering Unmasked Estep 
Score: -7293447.000000 Penalty: 2729.560303
	Iteration 0F: 2 clusters Score -7293447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -7253013.000000 Penalty: 5459.120605
	Iteration 0F: 3 clusters Score -7253013 nChanged 28046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -7268995.000000 Penalty: 5459.120605
	Iteration 1F: 3 clusters Score -7268995 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -7269768.500000 Penalty: 5459.120605
	Iteration 2Q: 3 clusters Score -7269768 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -7270532.000000 Penalty: 5459.120605
	Iteration 3Q: 3 clusters Score -7270532 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -7271444.000000 Penalty: 5459.120605
	Iteration 4Q: 3 clusters Score -7271444 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -7272493.000000 Penalty: 5459.120605
	Iteration 5Q: 3 clusters Score -7272493 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -7273768.500000 Penalty: 5459.120605
	Iteration 6Q: 3 clusters Score -7273768 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -7275348.000000 Penalty: 5459.120605
	Iteration 7Q: 3 clusters Score -7275348 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -7277266.000000 Penalty: 5459.120605
	Iteration 8F: 3 clusters Score -7277266 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -7279442.000000 Penalty: 5459.120605
	Iteration 9F: 3 clusters Score -7279442 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -7281492.000000 Penalty: 5459.120605
	Iteration 10F: 3 clusters Score -7281492 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -7283326.000000 Penalty: 5459.120605
	Iteration 11Q: 3 clusters Score -7283326 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -7284824.000000 Penalty: 5459.120605
	Iteration 12Q: 3 clusters Score -7284824 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -7285894.000000 Penalty: 5459.120605
	Iteration 13Q: 3 clusters Score -7285894 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -7286784.000000 Penalty: 5459.120605
	Iteration 14Q: 3 clusters Score -7286784 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -7287557.000000 Penalty: 5459.120605
	Iteration 15Q: 3 clusters Score -7287557 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -7288277.500000 Penalty: 5459.120605
	Iteration 16Q: 3 clusters Score -7288278 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -7288940.000000 Penalty: 5459.120605
	Iteration 17Q: 3 clusters Score -7288940 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -7289502.500000 Penalty: 5459.120605
	Iteration 18Q: 3 clusters Score -7289502 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -7290029.000000 Penalty: 5459.120605
	Iteration 19Q: 3 clusters Score -7290029 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -7290402.500000 Penalty: 5459.120605
	Iteration 20F: 3 clusters Score -7290402 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -7290763.500000 Penalty: 5459.120605
	Iteration 21Q: 3 clusters Score -7290764 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -7291012.000000 Penalty: 5459.120605
	Iteration 22Q: 3 clusters Score -7291012 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -7291249.000000 Penalty: 5459.120605
	Iteration 23Q: 3 clusters Score -7291249 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -7291467.500000 Penalty: 5459.120605
	Iteration 24Q: 3 clusters Score -7291468 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -7291696.000000 Penalty: 5459.120605
	Iteration 25Q: 3 clusters Score -7291696 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -7291883.500000 Penalty: 5459.120605
	Iteration 26Q: 3 clusters Score -7291884 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -7292038.000000 Penalty: 5459.120605
	Iteration 27Q: 3 clusters Score -7292038 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -7292141.500000 Penalty: 5459.120605
	Iteration 28Q: 3 clusters Score -7292142 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 57744 members 
Entering Unmasked Estep 
Score: -7292219.500000 Penalty: 5459.120605
	Iteration 29Q: 3 clusters Score -7292220 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -7292267.500000 Penalty: 5459.120605
	Iteration 30Q: 3 clusters Score -7292268 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 57792 members 
Entering Unmasked Estep 
Score: -7292285.500000 Penalty: 5459.120605
	Iteration 31Q: 3 clusters Score -7292286 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -7292310.500000 Penalty: 5459.120605
	Iteration 32Q: 3 clusters Score -7292310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -7292325.500000 Penalty: 5459.120605
	Iteration 33Q: 3 clusters Score -7292326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -7292333.000000 Penalty: 5459.120605
	Iteration 34Q: 3 clusters Score -7292333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -7292346.000000 Penalty: 5459.120605
	Iteration 35Q: 3 clusters Score -7292346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -7292348.500000 Penalty: 5459.120605
	Iteration 36Q: 3 clusters Score -7292348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 57764 members 
Entering Unmasked Estep 
Score: -7292356.500000 Penalty: 5459.120605
	Iteration 37Q: 3 clusters Score -7292356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -7292346.500000 Penalty: 5459.120605
	Iteration 38Q: 3 clusters Score -7292346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -7292359.000000 Penalty: 5459.120605
	Iteration 39Q: 3 clusters Score -7292359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
Score: -7292364.000000 Penalty: 5459.120605
	Iteration 40F: 3 clusters Score -7292364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 57764 members 
Entering Unmasked Estep 
Score: -7292359.000000 Penalty: 5459.120605
	Iteration 41Q: 3 clusters Score -7292359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 57763 members 
Entering Unmasked Estep 
Score: -7292364.500000 Penalty: 5459.120605
	Iteration 42Q: 3 clusters Score -7292364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -7292363.000000 Penalty: 5459.120605
	Iteration 43Q: 3 clusters Score -7292363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -7292377.000000 Penalty: 5459.120605
	Iteration 44Q: 3 clusters Score -7292377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 57753 members 
Entering Unmasked Estep 
Score: -7292390.000000 Penalty: 5459.120605
	Iteration 45Q: 3 clusters Score -7292390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -7292381.500000 Penalty: 5459.120605
	Iteration 46Q: 3 clusters Score -7292382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -7292390.500000 Penalty: 5459.120605
	Iteration 47Q: 3 clusters Score -7292390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -7292388.000000 Penalty: 5459.120605
	Iteration 48Q: 3 clusters Score -7292388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -7292385.500000 Penalty: 5459.120605
	Iteration 49Q: 3 clusters Score -7292386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -7292392.500000 Penalty: 5459.120605
	Iteration 50Q: 3 clusters Score -7292392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -7292390.500000 Penalty: 5459.120605
	Iteration 51Q: 3 clusters Score -7292390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -7292382.000000 Penalty: 5459.120605
	Iteration 52Q: 3 clusters Score -7292382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -7292386.500000 Penalty: 5459.120605
	Iteration 53Q: 3 clusters Score -7292386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
Score: -7292387.000000 Penalty: 5459.120605
	Iteration 54Q: 3 clusters Score -7292387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -7292402.500000 Penalty: 5459.120605
	Iteration 55Q: 3 clusters Score -7292402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 57708 members 
Entering Unmasked Estep 
Score: -7292408.000000 Penalty: 5459.120605
	Iteration 56Q: 3 clusters Score -7292408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -7292414.500000 Penalty: 5459.120605
	Iteration 57Q: 3 clusters Score -7292414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -7292404.000000 Penalty: 5459.120605
	Iteration 58Q: 3 clusters Score -7292404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -7292418.500000 Penalty: 5459.120605
	Iteration 59Q: 3 clusters Score -7292418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -7292424.000000 Penalty: 5459.120605
	Iteration 60F: 3 clusters Score -7292424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -7292427.000000 Penalty: 5459.120605
	Iteration 61Q: 3 clusters Score -7292427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 57652 members 
Entering Unmasked Estep 
Score: -7292423.000000 Penalty: 5459.120605
	Iteration 62Q: 3 clusters Score -7292423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -7292424.000000 Penalty: 5459.120605
	Iteration 63Q: 3 clusters Score -7292424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 57640 members 
Entering Unmasked Estep 
Score: -7292435.500000 Penalty: 5459.120605
	Iteration 64Q: 3 clusters Score -7292436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -7292433.000000 Penalty: 5459.120605
	Iteration 65Q: 3 clusters Score -7292433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -7292440.000000 Penalty: 5459.120605
	Iteration 66Q: 3 clusters Score -7292440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -7292430.500000 Penalty: 5459.120605
	Iteration 67Q: 3 clusters Score -7292430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -7292430.000000 Penalty: 5459.120605
	Iteration 68Q: 3 clusters Score -7292430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -7292440.500000 Penalty: 5459.120605
	Iteration 69Q: 3 clusters Score -7292440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
Score: -7292437.500000 Penalty: 5459.120605
	Iteration 70Q: 3 clusters Score -7292438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -7292446.000000 Penalty: 5459.120605
	Iteration 71Q: 3 clusters Score -7292446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -7292431.000000 Penalty: 5459.120605
	Iteration 72Q: 3 clusters Score -7292431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -7292427.000000 Penalty: 5459.120605
	Iteration 73Q: 3 clusters Score -7292427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -7292426.500000 Penalty: 5459.120605
	Iteration 74Q: 3 clusters Score -7292426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -7292442.500000 Penalty: 5459.120605
	Iteration 75Q: 3 clusters Score -7292442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -7292441.500000 Penalty: 5459.120605
	Iteration 76Q: 3 clusters Score -7292442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -7292432.500000 Penalty: 5459.120605
	Iteration 77Q: 3 clusters Score -7292432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -7292434.500000 Penalty: 5459.120605
	Iteration 78Q: 3 clusters Score -7292434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -7292437.500000 Penalty: 5459.120605
	Iteration 79Q: 3 clusters Score -7292438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -7292448.500000 Penalty: 5459.120605
	Iteration 80F: 3 clusters Score -7292448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 57470 members 
Entering Unmasked Estep 
Score: -7292448.000000 Penalty: 5459.120605
	Iteration 81Q: 3 clusters Score -7292448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -7292443.500000 Penalty: 5459.120605
	Iteration 82Q: 3 clusters Score -7292444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -7292443.500000 Penalty: 5459.120605
	Iteration 83Q: 3 clusters Score -7292444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -7292444.000000 Penalty: 5459.120605
	Iteration 84Q: 3 clusters Score -7292444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -7292452.500000 Penalty: 5459.120605
	Iteration 85Q: 3 clusters Score -7292452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -7292448.500000 Penalty: 5459.120605
	Iteration 86Q: 3 clusters Score -7292448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -7292452.000000 Penalty: 5459.120605
	Iteration 87Q: 3 clusters Score -7292452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
Score: -7292451.500000 Penalty: 5459.120605
	Iteration 88Q: 3 clusters Score -7292452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -7292458.000000 Penalty: 5459.120605
	Iteration 89Q: 3 clusters Score -7292458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -7292458.000000 Penalty: 5459.120605
	Iteration 90Q: 3 clusters Score -7292458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -7292453.500000 Penalty: 5459.120605
	Iteration 91Q: 3 clusters Score -7292454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 57325 members 
Entering Unmasked Estep 
Score: -7292452.500000 Penalty: 5459.120605
	Iteration 92Q: 3 clusters Score -7292452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -7292457.000000 Penalty: 5459.120605
	Iteration 93Q: 3 clusters Score -7292457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -7292457.000000 Penalty: 5459.120605
	Iteration 94Q: 3 clusters Score -7292457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -7292456.500000 Penalty: 5459.120605
	Iteration 95Q: 3 clusters Score -7292456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -7292470.000000 Penalty: 5459.120605
	Iteration 96Q: 3 clusters Score -7292470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -7292467.500000 Penalty: 5459.120605
	Iteration 97Q: 3 clusters Score -7292468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -7292471.000000 Penalty: 5459.120605
	Iteration 98Q: 3 clusters Score -7292471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -7292468.500000 Penalty: 5459.120605
	Iteration 99Q: 3 clusters Score -7292468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -7292471.500000 Penalty: 5459.120605
	Iteration 100F: 3 clusters Score -7292472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 57274 members 
Entering Unmasked Estep 
Score: -7292476.500000 Penalty: 5459.120605
	Iteration 101Q: 3 clusters Score -7292476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -7292473.000000 Penalty: 5459.120605
	Iteration 102Q: 3 clusters Score -7292473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -7292470.000000 Penalty: 5459.120605
	Iteration 103Q: 3 clusters Score -7292470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -7292478.500000 Penalty: 5459.120605
	Iteration 104Q: 3 clusters Score -7292478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 57263 members 
Entering Unmasked Estep 
Score: -7292472.000000 Penalty: 5459.120605
	Iteration 105Q: 3 clusters Score -7292472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -7292464.500000 Penalty: 5459.120605
	Iteration 106Q: 3 clusters Score -7292464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -7292472.000000 Penalty: 5459.120605
	Iteration 107Q: 3 clusters Score -7292472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -7292464.500000 Penalty: 5459.120605
	Iteration 108Q: 3 clusters Score -7292464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -7292464.500000 Penalty: 5459.120605
	Iteration 109F: 3 clusters Score -7292464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -59619.261719 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -59619.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58068.261719 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -58068.26 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -58275.960938 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -58275.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58372.765625 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -58372.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58428.996094 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -58429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58466.140625 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -58466.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58488.039062 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -58488.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58501.953125 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -58501.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58503.816406 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -58503.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58509.179688 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -58509.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58514.921875 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -58514.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58520.445312 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -58520.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58532.722656 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -58532.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58560.085938 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -58560.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58562.519531 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -58562.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58565.089844 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -58565.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58565.089844 Penalty: 3126.099121
	Iteration 15F: 3 clusters Score -58565.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (27071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Entering Unmasked Estep 
Score: -3432027.750000 Penalty: 2531.142334
	Iteration 0F: 2 clusters Score -3432028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3413475.000000 Penalty: 5062.284668
	Iteration 0F: 3 clusters Score -3413475 nChanged 11974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3419791.000000 Penalty: 5062.284668
	Iteration 1F: 3 clusters Score -3419791 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3420225.500000 Penalty: 5062.284668
	Iteration 2Q: 3 clusters Score -3420226 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -3420570.750000 Penalty: 5062.284668
	Iteration 3Q: 3 clusters Score -3420571 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3420876.000000 Penalty: 5062.284668
	Iteration 4Q: 3 clusters Score -3420876 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3421203.750000 Penalty: 5062.284668
	Iteration 5Q: 3 clusters Score -3421204 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -3421563.250000 Penalty: 5062.284668
	Iteration 6Q: 3 clusters Score -3421563 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3422029.750000 Penalty: 5062.284668
	Iteration 7Q: 3 clusters Score -3422030 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -3422662.250000 Penalty: 5062.284668
	Iteration 8Q: 3 clusters Score -3422662 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -3423495.000000 Penalty: 5062.284668
	Iteration 9F: 3 clusters Score -3423495 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -3424607.500000 Penalty: 5062.284668
	Iteration 10F: 3 clusters Score -3424608 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3425879.000000 Penalty: 5062.284668
	Iteration 11F: 3 clusters Score -3425879 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3427166.500000 Penalty: 5062.284668
	Iteration 12F: 3 clusters Score -3427166 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3428133.500000 Penalty: 5062.284668
	Iteration 13Q: 3 clusters Score -3428134 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -3428795.000000 Penalty: 5062.284668
	Iteration 14Q: 3 clusters Score -3428795 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3429180.000000 Penalty: 5062.284668
	Iteration 15Q: 3 clusters Score -3429180 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -3429394.750000 Penalty: 5062.284668
	Iteration 16Q: 3 clusters Score -3429395 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -3429516.500000 Penalty: 5062.284668
	Iteration 17Q: 3 clusters Score -3429516 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3429613.000000 Penalty: 5062.284668
	Iteration 18Q: 3 clusters Score -3429613 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -3429678.250000 Penalty: 5062.284668
	Iteration 19Q: 3 clusters Score -3429678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3429722.500000 Penalty: 5062.284668
	Iteration 20F: 3 clusters Score -3429722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -3429757.250000 Penalty: 5062.284668
	Iteration 21Q: 3 clusters Score -3429757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3429785.250000 Penalty: 5062.284668
	Iteration 22Q: 3 clusters Score -3429785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -3429809.750000 Penalty: 5062.284668
	Iteration 23Q: 3 clusters Score -3429810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3429818.250000 Penalty: 5062.284668
	Iteration 24Q: 3 clusters Score -3429818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -3429822.250000 Penalty: 5062.284668
	Iteration 25Q: 3 clusters Score -3429822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -3429831.750000 Penalty: 5062.284668
	Iteration 26Q: 3 clusters Score -3429832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -3429829.750000 Penalty: 5062.284668
	Iteration 27Q: 3 clusters Score -3429830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3429826.750000 Penalty: 5062.284668
	Iteration 28Q: 3 clusters Score -3429827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3429828.500000 Penalty: 5062.284668
	Iteration 29Q: 3 clusters Score -3429828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -3429828.750000 Penalty: 5062.284668
	Iteration 30Q: 3 clusters Score -3429829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -3429828.750000 Penalty: 5062.284668
	Iteration 31F: 3 clusters Score -3429829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Entering Unmasked Estep 
Score: -768987.187500 Penalty: 2154.903809
	Iteration 0F: 2 clusters Score -768987.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -763830.062500 Penalty: 4309.807617
	Iteration 0F: 3 clusters Score -763830.1 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -765056.625000 Penalty: 4309.807617
	Iteration 1F: 3 clusters Score -765056.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -765396.875000 Penalty: 4309.807617
	Iteration 2F: 3 clusters Score -765396.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -765662.562500 Penalty: 4309.807617
	Iteration 3F: 3 clusters Score -765662.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -765916.875000 Penalty: 4309.807617
	Iteration 4F: 3 clusters Score -765916.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -766132.500000 Penalty: 4309.807617
	Iteration 5F: 3 clusters Score -766132.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -766321.000000 Penalty: 4309.807617
	Iteration 6Q: 3 clusters Score -766321 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -766496.875000 Penalty: 4309.807617
	Iteration 7Q: 3 clusters Score -766496.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -766684.250000 Penalty: 4309.807617
	Iteration 8Q: 3 clusters Score -766684.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -766875.562500 Penalty: 4309.807617
	Iteration 9Q: 3 clusters Score -766875.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -767041.062500 Penalty: 4309.807617
	Iteration 10Q: 3 clusters Score -767041.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -767196.875000 Penalty: 4309.807617
	Iteration 11Q: 3 clusters Score -767196.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -767327.250000 Penalty: 4309.807617
	Iteration 12Q: 3 clusters Score -767327.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -767409.875000 Penalty: 4309.807617
	Iteration 13Q: 3 clusters Score -767409.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -767472.625000 Penalty: 4309.807617
	Iteration 14Q: 3 clusters Score -767472.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -767513.937500 Penalty: 4309.807617
	Iteration 15Q: 3 clusters Score -767513.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -767553.875000 Penalty: 4309.807617
	Iteration 16Q: 3 clusters Score -767553.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -767589.125000 Penalty: 4309.807617
	Iteration 17Q: 3 clusters Score -767589.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -767617.375000 Penalty: 4309.807617
	Iteration 18Q: 3 clusters Score -767617.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -767639.437500 Penalty: 4309.807617
	Iteration 19Q: 3 clusters Score -767639.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -767651.250000 Penalty: 4309.807617
	Iteration 20F: 3 clusters Score -767651.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -767665.562500 Penalty: 4309.807617
	Iteration 21Q: 3 clusters Score -767665.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -767681.687500 Penalty: 4309.807617
	Iteration 22Q: 3 clusters Score -767681.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -767693.125000 Penalty: 4309.807617
	Iteration 23Q: 3 clusters Score -767693.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -767702.437500 Penalty: 4309.807617
	Iteration 24Q: 3 clusters Score -767702.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -767711.375000 Penalty: 4309.807617
	Iteration 25Q: 3 clusters Score -767711.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -767719.312500 Penalty: 4309.807617
	Iteration 26Q: 3 clusters Score -767719.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -767726.312500 Penalty: 4309.807617
	Iteration 27Q: 3 clusters Score -767726.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -767735.562500 Penalty: 4309.807617
	Iteration 28Q: 3 clusters Score -767735.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -767740.437500 Penalty: 4309.807617
	Iteration 29Q: 3 clusters Score -767740.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -767748.687500 Penalty: 4309.807617
	Iteration 30Q: 3 clusters Score -767748.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -767759.125000 Penalty: 4309.807617
	Iteration 31Q: 3 clusters Score -767759.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -767763.562500 Penalty: 4309.807617
	Iteration 32Q: 3 clusters Score -767763.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -767767.375000 Penalty: 4309.807617
	Iteration 33Q: 3 clusters Score -767767.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -767769.125000 Penalty: 4309.807617
	Iteration 34Q: 3 clusters Score -767769.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -767771.812500 Penalty: 4309.807617
	Iteration 35Q: 3 clusters Score -767771.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -767775.062500 Penalty: 4309.807617
	Iteration 36Q: 3 clusters Score -767775.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -767778.312500 Penalty: 4309.807617
	Iteration 37Q: 3 clusters Score -767778.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -767780.687500 Penalty: 4309.807617
	Iteration 38Q: 3 clusters Score -767780.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -767780.437500 Penalty: 4309.807617
	Iteration 39Q: 3 clusters Score -767780.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -767782.875000 Penalty: 4309.807617
	Iteration 40F: 3 clusters Score -767782.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -767790.625000 Penalty: 4309.807617
	Iteration 41Q: 3 clusters Score -767790.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -767794.687500 Penalty: 4309.807617
	Iteration 42Q: 3 clusters Score -767794.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -767795.937500 Penalty: 4309.807617
	Iteration 43Q: 3 clusters Score -767795.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -767796.062500 Penalty: 4309.807617
	Iteration 44Q: 3 clusters Score -767796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -767798.187500 Penalty: 4309.807617
	Iteration 45Q: 3 clusters Score -767798.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -767798.187500 Penalty: 4309.807617
	Iteration 46F: 3 clusters Score -767798.2 nChanged 0
--- Evaluating fit on full set of 3639907 points ---
Entering Unmasked Estep 
Score: -455870784.000000 Penalty: 161106.046875
25->44 Clusters: Score -455870784.000000, best is -456603008.000000

Main iterations: 0 (time per=infms)
Total iterations: 83979 (time per=391.075261ms)
Iterations metric 2: 4495198650368.000000 (time per=7.306042ns)
Iterations metric 3: 134861075513344.000000 (time per=243.525489ps)

That took 32842.109375 seconds.
